2020-10-04 07:21:22,338 - 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 ------------------------------------------------------------ 2020-10-04 07:21:22,339 - mmaction - INFO - Distributed training: True 2020-10-04 07:21:22,339 - mmaction - INFO - Config: /mnt/cache/duanhaodong/mmaction2/configs/k700/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=700, 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/k700/k700_train.txt' ann_file_val = 'data/k700/k700_val.txt' ann_file_test = 'data/k700/k700_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/k700/slowonly_8x8' load_from = None resume_from = None find_unused_parameters = False 2020-10-04 07:21:30,828 - mmaction - INFO - Start running, host: duanhaodong@SH-IDC1-10-5-40-57, work_dir: /mnt/cache/duanhaodong/mmaction2/work_dirs/k700/slowonly_8x8 2020-10-04 07:21:30,828 - mmaction - INFO - workflow: [('train', 8)], max: 256 epochs 2020-10-04 07:22:25,875 - mmaction - INFO - Epoch [1][20/1413] lr: 6.000e-01, eta: 11 days, 12:11:39, time: 2.749, data_time: 1.507, memory: 8478, top1_acc: 0.0035, top5_acc: 0.0141, loss_cls: 6.9164, loss: 6.9164, grad_norm: 1.3108 2020-10-04 07:22:45,428 - mmaction - INFO - Epoch [1][40/1413] lr: 6.000e-01, eta: 7 days, 19:16:59, time: 0.979, data_time: 0.004, memory: 8478, top1_acc: 0.0044, top5_acc: 0.0207, loss_cls: 6.5470, loss: 6.5470, grad_norm: 0.4380 2020-10-04 07:23:05,219 - mmaction - INFO - Epoch [1][60/1413] lr: 6.000e-01, eta: 6 days, 13:58:43, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.0055, top5_acc: 0.0238, loss_cls: 6.4522, loss: 6.4522, grad_norm: 0.3919 2020-10-04 07:23:25,110 - mmaction - INFO - Epoch [1][80/1413] lr: 6.000e-01, eta: 5 days, 23:28:44, time: 0.995, data_time: 0.003, memory: 8478, top1_acc: 0.0070, top5_acc: 0.0286, loss_cls: 6.3830, loss: 6.3830, grad_norm: 0.4254 2020-10-04 07:23:45,095 - mmaction - INFO - Epoch [1][100/1413] lr: 6.000e-01, eta: 5 days, 14:51:30, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.0077, top5_acc: 0.0292, loss_cls: 6.3571, loss: 6.3571, grad_norm: 0.4194 2020-10-04 07:24:05,032 - mmaction - INFO - Epoch [1][120/1413] lr: 6.000e-01, eta: 5 days, 9:03:19, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.0059, top5_acc: 0.0292, loss_cls: 6.3396, loss: 6.3396, grad_norm: 0.4182 2020-10-04 07:24:24,921 - mmaction - INFO - Epoch [1][140/1413] lr: 6.000e-01, eta: 5 days, 4:51:51, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.0085, top5_acc: 0.0346, loss_cls: 6.2974, loss: 6.2974, grad_norm: 0.4037 2020-10-04 07:24:44,877 - mmaction - INFO - Epoch [1][160/1413] lr: 6.000e-01, eta: 5 days, 1:47:58, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.0077, top5_acc: 0.0348, loss_cls: 6.2893, loss: 6.2893, grad_norm: 0.3923 2020-10-04 07:25:04,951 - mmaction - INFO - Epoch [1][180/1413] lr: 6.000e-01, eta: 4 days, 23:27:12, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.0094, top5_acc: 0.0366, loss_cls: 6.2628, loss: 6.2628, grad_norm: 0.3891 2020-10-04 07:25:25,055 - mmaction - INFO - Epoch [1][200/1413] lr: 6.000e-01, eta: 4 days, 21:35:22, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.0098, top5_acc: 0.0409, loss_cls: 6.2255, loss: 6.2255, grad_norm: 0.4052 2020-10-04 07:25:45,084 - mmaction - INFO - Epoch [1][220/1413] lr: 6.000e-01, eta: 4 days, 20:02:10, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.0102, top5_acc: 0.0422, loss_cls: 6.2287, loss: 6.2287, grad_norm: 0.3910 2020-10-04 07:26:05,046 - mmaction - INFO - Epoch [1][240/1413] lr: 6.000e-01, eta: 4 days, 18:42:59, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.0116, top5_acc: 0.0418, loss_cls: 6.2030, loss: 6.2030, grad_norm: 0.3798 2020-10-04 07:26:25,073 - mmaction - INFO - Epoch [1][260/1413] lr: 6.000e-01, eta: 4 days, 17:37:26, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.0120, top5_acc: 0.0452, loss_cls: 6.1917, loss: 6.1917, grad_norm: 0.3800 2020-10-04 07:26:45,058 - mmaction - INFO - Epoch [1][280/1413] lr: 6.000e-01, eta: 4 days, 16:40:01, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.0118, top5_acc: 0.0441, loss_cls: 6.1748, loss: 6.1748, grad_norm: 0.3897 2020-10-04 07:27:05,197 - mmaction - INFO - Epoch [1][300/1413] lr: 6.000e-01, eta: 4 days, 15:53:29, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.0126, top5_acc: 0.0520, loss_cls: 6.1446, loss: 6.1446, grad_norm: 0.3914 2020-10-04 07:27:25,195 - mmaction - INFO - Epoch [1][320/1413] lr: 6.000e-01, eta: 4 days, 15:09:40, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.0118, top5_acc: 0.0466, loss_cls: 6.1251, loss: 6.1251, grad_norm: 0.3863 2020-10-04 07:27:45,153 - mmaction - INFO - Epoch [1][340/1413] lr: 6.000e-01, eta: 4 days, 14:30:43, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.0129, top5_acc: 0.0486, loss_cls: 6.1224, loss: 6.1224, grad_norm: 0.3931 2020-10-04 07:28:05,187 - mmaction - INFO - Epoch [1][360/1413] lr: 6.000e-01, eta: 4 days, 13:57:23, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.0147, top5_acc: 0.0501, loss_cls: 6.1018, loss: 6.1018, grad_norm: 0.4141 2020-10-04 07:28:25,258 - mmaction - INFO - Epoch [1][380/1413] lr: 6.000e-01, eta: 4 days, 13:27:38, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.0146, top5_acc: 0.0549, loss_cls: 6.1103, loss: 6.1103, grad_norm: 0.4012 2020-10-04 07:28:45,370 - mmaction - INFO - Epoch [1][400/1413] lr: 6.000e-01, eta: 4 days, 13:01:38, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.0132, top5_acc: 0.0607, loss_cls: 6.0349, loss: 6.0349, grad_norm: 0.4288 2020-10-04 07:29:05,279 - mmaction - INFO - Epoch [1][420/1413] lr: 6.000e-01, eta: 4 days, 12:35:12, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.0188, top5_acc: 0.0660, loss_cls: 5.9928, loss: 5.9928, grad_norm: 0.4348 2020-10-04 07:29:25,350 - mmaction - INFO - Epoch [1][440/1413] lr: 6.000e-01, eta: 4 days, 12:13:15, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.0190, top5_acc: 0.0625, loss_cls: 6.0008, loss: 6.0008, grad_norm: 0.4396 2020-10-04 07:29:45,337 - mmaction - INFO - Epoch [1][460/1413] lr: 6.000e-01, eta: 4 days, 11:52:15, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.0181, top5_acc: 0.0650, loss_cls: 5.9959, loss: 5.9959, grad_norm: 0.4504 2020-10-04 07:30:05,331 - mmaction - INFO - Epoch [1][480/1413] lr: 6.000e-01, eta: 4 days, 11:33:04, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.0169, top5_acc: 0.0656, loss_cls: 5.9763, loss: 5.9763, grad_norm: 0.4407 2020-10-04 07:30:26,171 - mmaction - INFO - Epoch [1][500/1413] lr: 6.000e-01, eta: 4 days, 11:25:40, time: 1.043, data_time: 0.003, memory: 8478, top1_acc: 0.0207, top5_acc: 0.0723, loss_cls: 5.9535, loss: 5.9535, grad_norm: 0.4533 2020-10-04 07:30:46,181 - mmaction - INFO - Epoch [1][520/1413] lr: 6.000e-01, eta: 4 days, 11:09:04, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.0232, top5_acc: 0.0758, loss_cls: 5.9206, loss: 5.9206, grad_norm: 0.4621 2020-10-04 07:31:06,146 - mmaction - INFO - Epoch [1][540/1413] lr: 6.000e-01, eta: 4 days, 10:53:16, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.0227, top5_acc: 0.0751, loss_cls: 5.9245, loss: 5.9245, grad_norm: 0.4545 2020-10-04 07:31:26,212 - mmaction - INFO - Epoch [1][560/1413] lr: 6.000e-01, eta: 4 days, 10:39:30, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.0228, top5_acc: 0.0777, loss_cls: 5.8834, loss: 5.8834, grad_norm: 0.4719 2020-10-04 07:31:46,184 - mmaction - INFO - Epoch [1][580/1413] lr: 6.000e-01, eta: 4 days, 10:25:31, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.0221, top5_acc: 0.0793, loss_cls: 5.8726, loss: 5.8726, grad_norm: 0.4765 2020-10-04 07:32:06,156 - mmaction - INFO - Epoch [1][600/1413] lr: 6.000e-01, eta: 4 days, 10:13:00, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.0237, top5_acc: 0.0814, loss_cls: 5.8523, loss: 5.8523, grad_norm: 0.4877 2020-10-04 07:32:26,310 - mmaction - INFO - Epoch [1][620/1413] lr: 6.000e-01, eta: 4 days, 10:02:33, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.0242, top5_acc: 0.0859, loss_cls: 5.8348, loss: 5.8348, grad_norm: 0.4865 2020-10-04 07:32:46,349 - mmaction - INFO - Epoch [1][640/1413] lr: 6.000e-01, eta: 4 days, 9:51:47, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.0232, top5_acc: 0.0892, loss_cls: 5.8225, loss: 5.8225, grad_norm: 0.4756 2020-10-04 07:33:06,490 - mmaction - INFO - Epoch [1][660/1413] lr: 6.000e-01, eta: 4 days, 9:42:25, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.0260, top5_acc: 0.0875, loss_cls: 5.7981, loss: 5.7981, grad_norm: 0.4851 2020-10-04 07:33:26,596 - mmaction - INFO - Epoch [1][680/1413] lr: 6.000e-01, eta: 4 days, 9:33:35, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.0266, top5_acc: 0.0904, loss_cls: 5.7963, loss: 5.7963, grad_norm: 0.4909 2020-10-04 07:33:46,495 - mmaction - INFO - Epoch [1][700/1413] lr: 6.000e-01, eta: 4 days, 9:23:32, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.0281, top5_acc: 0.0962, loss_cls: 5.7632, loss: 5.7632, grad_norm: 0.4896 2020-10-04 07:34:06,500 - mmaction - INFO - Epoch [1][720/1413] lr: 6.000e-01, eta: 4 days, 9:14:34, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.0294, top5_acc: 0.0948, loss_cls: 5.7661, loss: 5.7661, grad_norm: 0.4907 2020-10-04 07:34:26,563 - mmaction - INFO - Epoch [1][740/1413] lr: 6.000e-01, eta: 4 days, 9:06:47, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.0303, top5_acc: 0.0962, loss_cls: 5.7652, loss: 5.7652, grad_norm: 0.4953 2020-10-04 07:34:46,620 - mmaction - INFO - Epoch [1][760/1413] lr: 6.000e-01, eta: 4 days, 8:59:07, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.0306, top5_acc: 0.1029, loss_cls: 5.7534, loss: 5.7534, grad_norm: 0.4937 2020-10-04 07:35:06,553 - mmaction - INFO - Epoch [1][780/1413] lr: 6.000e-01, eta: 4 days, 8:51:01, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.0290, top5_acc: 0.0987, loss_cls: 5.7361, loss: 5.7361, grad_norm: 0.4933 2020-10-04 07:35:26,619 - mmaction - INFO - Epoch [1][800/1413] lr: 6.000e-01, eta: 4 days, 8:44:20, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.0298, top5_acc: 0.1000, loss_cls: 5.7271, loss: 5.7271, grad_norm: 0.4933 2020-10-04 07:35:46,732 - mmaction - INFO - Epoch [1][820/1413] lr: 6.000e-01, eta: 4 days, 8:38:20, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.0299, top5_acc: 0.1086, loss_cls: 5.6972, loss: 5.6972, grad_norm: 0.5118 2020-10-04 07:36:06,749 - mmaction - INFO - Epoch [1][840/1413] lr: 6.000e-01, eta: 4 days, 8:31:51, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.0358, top5_acc: 0.1133, loss_cls: 5.6804, loss: 5.6804, grad_norm: 0.5046 2020-10-04 07:36:26,783 - mmaction - INFO - Epoch [1][860/1413] lr: 6.000e-01, eta: 4 days, 8:25:30, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.0310, top5_acc: 0.1147, loss_cls: 5.6652, loss: 5.6652, grad_norm: 0.5005 2020-10-04 07:36:46,796 - mmaction - INFO - Epoch [1][880/1413] lr: 6.000e-01, eta: 4 days, 8:19:29, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.0303, top5_acc: 0.1086, loss_cls: 5.6529, loss: 5.6529, grad_norm: 0.5212 2020-10-04 07:37:06,841 - mmaction - INFO - Epoch [1][900/1413] lr: 6.000e-01, eta: 4 days, 8:14:10, time: 1.004, data_time: 0.004, memory: 8478, top1_acc: 0.0328, top5_acc: 0.1152, loss_cls: 5.6381, loss: 5.6381, grad_norm: 0.5145 2020-10-04 07:37:26,895 - mmaction - INFO - Epoch [1][920/1413] lr: 6.000e-01, eta: 4 days, 8:08:59, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.0371, top5_acc: 0.1167, loss_cls: 5.6309, loss: 5.6309, grad_norm: 0.5218 2020-10-04 07:37:46,921 - mmaction - INFO - Epoch [1][940/1413] lr: 6.000e-01, eta: 4 days, 8:03:49, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.0376, top5_acc: 0.1181, loss_cls: 5.6298, loss: 5.6298, grad_norm: 0.5255 2020-10-04 07:38:06,947 - mmaction - INFO - Epoch [1][960/1413] lr: 6.000e-01, eta: 4 days, 7:58:51, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.0354, top5_acc: 0.1100, loss_cls: 5.6345, loss: 5.6345, grad_norm: 0.5132 2020-10-04 07:38:26,920 - mmaction - INFO - Epoch [1][980/1413] lr: 6.000e-01, eta: 4 days, 7:53:39, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.0401, top5_acc: 0.1194, loss_cls: 5.6225, loss: 5.6225, grad_norm: 0.5326 2020-10-04 07:38:46,981 - mmaction - INFO - Epoch [1][1000/1413] lr: 6.000e-01, eta: 4 days, 7:49:17, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.0365, top5_acc: 0.1177, loss_cls: 5.6271, loss: 5.6271, grad_norm: 0.5405 2020-10-04 07:39:07,119 - mmaction - INFO - Epoch [1][1020/1413] lr: 6.000e-01, eta: 4 days, 7:45:27, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.0375, top5_acc: 0.1221, loss_cls: 5.5734, loss: 5.5734, grad_norm: 0.5306 2020-10-04 07:39:27,099 - mmaction - INFO - Epoch [1][1040/1413] lr: 6.000e-01, eta: 4 days, 7:40:56, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.0355, top5_acc: 0.1208, loss_cls: 5.6109, loss: 5.6109, grad_norm: 0.5210 2020-10-04 07:39:47,139 - mmaction - INFO - Epoch [1][1060/1413] lr: 6.000e-01, eta: 4 days, 7:36:53, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.0388, top5_acc: 0.1250, loss_cls: 5.5737, loss: 5.5737, grad_norm: 0.5127 2020-10-04 07:40:07,129 - mmaction - INFO - Epoch [1][1080/1413] lr: 6.000e-01, eta: 4 days, 7:32:37, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.0424, top5_acc: 0.1307, loss_cls: 5.5750, loss: 5.5750, grad_norm: 0.5303 2020-10-04 07:40:27,092 - mmaction - INFO - Epoch [1][1100/1413] lr: 6.000e-01, eta: 4 days, 7:28:22, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.0388, top5_acc: 0.1210, loss_cls: 5.5674, loss: 5.5674, grad_norm: 0.5338 2020-10-04 07:40:47,097 - mmaction - INFO - Epoch [1][1120/1413] lr: 6.000e-01, eta: 4 days, 7:24:32, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.0447, top5_acc: 0.1315, loss_cls: 5.5153, loss: 5.5153, grad_norm: 0.5346 2020-10-04 07:41:07,139 - mmaction - INFO - Epoch [1][1140/1413] lr: 6.000e-01, eta: 4 days, 7:21:01, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.0398, top5_acc: 0.1316, loss_cls: 5.5222, loss: 5.5222, grad_norm: 0.5475 2020-10-04 07:41:27,140 - mmaction - INFO - Epoch [1][1160/1413] lr: 6.000e-01, eta: 4 days, 7:17:21, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.0470, top5_acc: 0.1398, loss_cls: 5.5296, loss: 5.5296, grad_norm: 0.5476 2020-10-04 07:41:47,160 - mmaction - INFO - Epoch [1][1180/1413] lr: 6.000e-01, eta: 4 days, 7:13:59, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.0421, top5_acc: 0.1306, loss_cls: 5.5251, loss: 5.5251, grad_norm: 0.5442 2020-10-04 07:42:07,200 - mmaction - INFO - Epoch [1][1200/1413] lr: 6.000e-01, eta: 4 days, 7:10:37, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.0440, top5_acc: 0.1370, loss_cls: 5.5086, loss: 5.5086, grad_norm: 0.5300 2020-10-04 07:42:27,182 - mmaction - INFO - Epoch [1][1220/1413] lr: 6.000e-01, eta: 4 days, 7:07:21, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.0461, top5_acc: 0.1444, loss_cls: 5.5000, loss: 5.5000, grad_norm: 0.5380 2020-10-04 07:42:47,167 - mmaction - INFO - Epoch [1][1240/1413] lr: 6.000e-01, eta: 4 days, 7:04:04, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.0424, top5_acc: 0.1358, loss_cls: 5.4904, loss: 5.4904, grad_norm: 0.5353 2020-10-04 07:43:07,224 - mmaction - INFO - Epoch [1][1260/1413] lr: 6.000e-01, eta: 4 days, 7:01:01, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.0483, top5_acc: 0.1362, loss_cls: 5.4877, loss: 5.4877, grad_norm: 0.5641 2020-10-04 07:43:27,245 - mmaction - INFO - Epoch [1][1280/1413] lr: 6.000e-01, eta: 4 days, 6:58:10, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.0520, top5_acc: 0.1507, loss_cls: 5.4497, loss: 5.4497, grad_norm: 0.5706 2020-10-04 07:43:47,287 - mmaction - INFO - Epoch [1][1300/1413] lr: 6.000e-01, eta: 4 days, 6:55:26, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.0497, top5_acc: 0.1480, loss_cls: 5.4599, loss: 5.4599, grad_norm: 0.5582 2020-10-04 07:44:07,406 - mmaction - INFO - Epoch [1][1320/1413] lr: 6.000e-01, eta: 4 days, 6:53:02, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.0445, top5_acc: 0.1484, loss_cls: 5.4584, loss: 5.4584, grad_norm: 0.5634 2020-10-04 07:44:27,449 - mmaction - INFO - Epoch [1][1340/1413] lr: 6.000e-01, eta: 4 days, 6:50:26, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.0449, top5_acc: 0.1461, loss_cls: 5.4662, loss: 5.4662, grad_norm: 0.5593 2020-10-04 07:44:47,402 - mmaction - INFO - Epoch [1][1360/1413] lr: 6.000e-01, eta: 4 days, 6:47:26, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.0483, top5_acc: 0.1419, loss_cls: 5.4665, loss: 5.4665, grad_norm: 0.5561 2020-10-04 07:45:07,414 - mmaction - INFO - Epoch [1][1380/1413] lr: 6.000e-01, eta: 4 days, 6:44:50, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.0478, top5_acc: 0.1526, loss_cls: 5.4264, loss: 5.4264, grad_norm: 0.5598 2020-10-04 07:45:27,520 - mmaction - INFO - Epoch [1][1400/1413] lr: 6.000e-01, eta: 4 days, 6:42:41, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.0542, top5_acc: 0.1646, loss_cls: 5.4053, loss: 5.4053, grad_norm: 0.5851 2020-10-04 07:46:32,205 - mmaction - INFO - Epoch [2][20/1413] lr: 6.000e-01, eta: 4 days, 7:54:34, time: 2.558, data_time: 1.511, memory: 8478, top1_acc: 0.0555, top5_acc: 0.1607, loss_cls: 5.3782, loss: 5.3782, grad_norm: 0.5701 2020-10-04 07:46:52,024 - mmaction - INFO - Epoch [2][40/1413] lr: 6.000e-01, eta: 4 days, 7:50:22, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.0484, top5_acc: 0.1546, loss_cls: 5.3900, loss: 5.3900, grad_norm: 0.5872 2020-10-04 07:47:12,043 - mmaction - INFO - Epoch [2][60/1413] lr: 6.000e-01, eta: 4 days, 7:46:58, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.0565, top5_acc: 0.1609, loss_cls: 5.3772, loss: 5.3772, grad_norm: 0.5956 2020-10-04 07:47:31,926 - mmaction - INFO - Epoch [2][80/1413] lr: 6.000e-01, eta: 4 days, 7:43:11, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.0568, top5_acc: 0.1665, loss_cls: 5.3622, loss: 5.3622, grad_norm: 0.5791 2020-10-04 07:47:51,910 - mmaction - INFO - Epoch [2][100/1413] lr: 6.000e-01, eta: 4 days, 7:39:57, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.0576, top5_acc: 0.1621, loss_cls: 5.3760, loss: 5.3760, grad_norm: 0.5923 2020-10-04 07:48:11,848 - mmaction - INFO - Epoch [2][120/1413] lr: 6.000e-01, eta: 4 days, 7:36:31, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.0542, top5_acc: 0.1633, loss_cls: 5.3584, loss: 5.3584, grad_norm: 0.5978 2020-10-04 07:48:31,868 - mmaction - INFO - Epoch [2][140/1413] lr: 6.000e-01, eta: 4 days, 7:33:35, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.0599, top5_acc: 0.1688, loss_cls: 5.3310, loss: 5.3310, grad_norm: 0.5987 2020-10-04 07:48:51,742 - mmaction - INFO - Epoch [2][160/1413] lr: 6.000e-01, eta: 4 days, 7:29:59, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.0608, top5_acc: 0.1691, loss_cls: 5.3342, loss: 5.3342, grad_norm: 0.5799 2020-10-04 07:49:11,869 - mmaction - INFO - Epoch [2][180/1413] lr: 6.000e-01, eta: 4 days, 7:27:31, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.0560, top5_acc: 0.1690, loss_cls: 5.3378, loss: 5.3378, grad_norm: 0.5900 2020-10-04 07:49:31,881 - mmaction - INFO - Epoch [2][200/1413] lr: 6.000e-01, eta: 4 days, 7:24:41, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.0546, top5_acc: 0.1721, loss_cls: 5.3059, loss: 5.3059, grad_norm: 0.6120 2020-10-04 07:49:51,888 - mmaction - INFO - Epoch [2][220/1413] lr: 6.000e-01, eta: 4 days, 7:21:50, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.0551, top5_acc: 0.1712, loss_cls: 5.2940, loss: 5.2940, grad_norm: 0.6073 2020-10-04 07:50:11,916 - mmaction - INFO - Epoch [2][240/1413] lr: 6.000e-01, eta: 4 days, 7:19:13, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.0570, top5_acc: 0.1711, loss_cls: 5.3059, loss: 5.3059, grad_norm: 0.5894 2020-10-04 07:50:32,004 - mmaction - INFO - Epoch [2][260/1413] lr: 6.000e-01, eta: 4 days, 7:16:44, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.0577, top5_acc: 0.1844, loss_cls: 5.2728, loss: 5.2728, grad_norm: 0.6029 2020-10-04 07:50:52,003 - mmaction - INFO - Epoch [2][280/1413] lr: 6.000e-01, eta: 4 days, 7:14:14, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.0634, top5_acc: 0.1809, loss_cls: 5.2649, loss: 5.2649, grad_norm: 0.6052 2020-10-04 07:51:11,989 - mmaction - INFO - Epoch [2][300/1413] lr: 6.000e-01, eta: 4 days, 7:11:31, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.0611, top5_acc: 0.1776, loss_cls: 5.2984, loss: 5.2984, grad_norm: 0.6104 2020-10-04 07:51:32,052 - mmaction - INFO - Epoch [2][320/1413] lr: 6.000e-01, eta: 4 days, 7:09:11, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.0564, top5_acc: 0.1766, loss_cls: 5.2933, loss: 5.2933, grad_norm: 0.6073 2020-10-04 07:51:52,063 - mmaction - INFO - Epoch [2][340/1413] lr: 6.000e-01, eta: 4 days, 7:06:41, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.0622, top5_acc: 0.1801, loss_cls: 5.2884, loss: 5.2884, grad_norm: 0.6167 2020-10-04 07:52:12,042 - mmaction - INFO - Epoch [2][360/1413] lr: 6.000e-01, eta: 4 days, 7:04:11, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.0647, top5_acc: 0.1807, loss_cls: 5.2523, loss: 5.2523, grad_norm: 0.6158 2020-10-04 07:52:32,076 - mmaction - INFO - Epoch [2][380/1413] lr: 6.000e-01, eta: 4 days, 7:01:53, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.0622, top5_acc: 0.1807, loss_cls: 5.2523, loss: 5.2523, grad_norm: 0.6073 2020-10-04 07:52:52,166 - mmaction - INFO - Epoch [2][400/1413] lr: 6.000e-01, eta: 4 days, 6:59:51, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.0655, top5_acc: 0.1823, loss_cls: 5.2508, loss: 5.2508, grad_norm: 0.6123 2020-10-04 07:53:12,256 - mmaction - INFO - Epoch [2][420/1413] lr: 6.000e-01, eta: 4 days, 6:57:48, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.0621, top5_acc: 0.1784, loss_cls: 5.2337, loss: 5.2337, grad_norm: 0.6210 2020-10-04 07:53:32,341 - mmaction - INFO - Epoch [2][440/1413] lr: 6.000e-01, eta: 4 days, 6:55:45, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.0647, top5_acc: 0.1792, loss_cls: 5.2392, loss: 5.2392, grad_norm: 0.6162 2020-10-04 07:53:52,469 - mmaction - INFO - Epoch [2][460/1413] lr: 6.000e-01, eta: 4 days, 6:53:55, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.0661, top5_acc: 0.1875, loss_cls: 5.2151, loss: 5.2151, grad_norm: 0.6192 2020-10-04 07:54:12,492 - mmaction - INFO - Epoch [2][480/1413] lr: 6.000e-01, eta: 4 days, 6:51:48, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.0664, top5_acc: 0.1927, loss_cls: 5.1991, loss: 5.1991, grad_norm: 0.6225 2020-10-04 07:54:32,542 - mmaction - INFO - Epoch [2][500/1413] lr: 6.000e-01, eta: 4 days, 6:49:51, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.0651, top5_acc: 0.1836, loss_cls: 5.2215, loss: 5.2215, grad_norm: 0.6079 2020-10-04 07:54:52,602 - mmaction - INFO - Epoch [2][520/1413] lr: 6.000e-01, eta: 4 days, 6:47:52, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.0646, top5_acc: 0.1936, loss_cls: 5.1988, loss: 5.1988, grad_norm: 0.6225 2020-10-04 07:55:12,639 - mmaction - INFO - Epoch [2][540/1413] lr: 6.000e-01, eta: 4 days, 6:45:51, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.0669, top5_acc: 0.1827, loss_cls: 5.2170, loss: 5.2170, grad_norm: 0.6135 2020-10-04 07:55:32,678 - mmaction - INFO - Epoch [2][560/1413] lr: 6.000e-01, eta: 4 days, 6:43:58, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.0719, top5_acc: 0.2022, loss_cls: 5.1847, loss: 5.1847, grad_norm: 0.6324 2020-10-04 07:55:52,791 - mmaction - INFO - Epoch [2][580/1413] lr: 6.000e-01, eta: 4 days, 6:42:16, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.0621, top5_acc: 0.1893, loss_cls: 5.2013, loss: 5.2013, grad_norm: 0.6374 2020-10-04 07:56:12,758 - mmaction - INFO - Epoch [2][600/1413] lr: 6.000e-01, eta: 4 days, 6:40:08, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.0717, top5_acc: 0.2004, loss_cls: 5.1745, loss: 5.1745, grad_norm: 0.6279 2020-10-04 07:56:32,884 - mmaction - INFO - Epoch [2][620/1413] lr: 6.000e-01, eta: 4 days, 6:38:31, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.0676, top5_acc: 0.1827, loss_cls: 5.1971, loss: 5.1971, grad_norm: 0.6059 2020-10-04 07:56:52,797 - mmaction - INFO - Epoch [2][640/1413] lr: 6.000e-01, eta: 4 days, 6:36:18, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.0733, top5_acc: 0.2023, loss_cls: 5.1306, loss: 5.1306, grad_norm: 0.6364 2020-10-04 07:57:12,739 - mmaction - INFO - Epoch [2][660/1413] lr: 6.000e-01, eta: 4 days, 6:34:17, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.0719, top5_acc: 0.1953, loss_cls: 5.1923, loss: 5.1923, grad_norm: 0.6252 2020-10-04 07:57:32,831 - mmaction - INFO - Epoch [2][680/1413] lr: 6.000e-01, eta: 4 days, 6:32:37, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.0737, top5_acc: 0.2040, loss_cls: 5.1417, loss: 5.1417, grad_norm: 0.6295 2020-10-04 07:57:52,811 - mmaction - INFO - Epoch [2][700/1413] lr: 6.000e-01, eta: 4 days, 6:30:43, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.0714, top5_acc: 0.1951, loss_cls: 5.1393, loss: 5.1393, grad_norm: 0.6401 2020-10-04 07:58:12,855 - mmaction - INFO - Epoch [2][720/1413] lr: 6.000e-01, eta: 4 days, 6:29:04, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.0693, top5_acc: 0.1936, loss_cls: 5.1676, loss: 5.1676, grad_norm: 0.6357 2020-10-04 07:58:32,848 - mmaction - INFO - Epoch [2][740/1413] lr: 6.000e-01, eta: 4 days, 6:27:15, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.0758, top5_acc: 0.2124, loss_cls: 5.1160, loss: 5.1160, grad_norm: 0.6427 2020-10-04 07:58:52,802 - mmaction - INFO - Epoch [2][760/1413] lr: 6.000e-01, eta: 4 days, 6:25:26, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.0758, top5_acc: 0.2012, loss_cls: 5.1488, loss: 5.1488, grad_norm: 0.6434 2020-10-04 07:59:12,845 - mmaction - INFO - Epoch [2][780/1413] lr: 6.000e-01, eta: 4 days, 6:23:43, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.0685, top5_acc: 0.1934, loss_cls: 5.1549, loss: 5.1549, grad_norm: 0.6343 2020-10-04 07:59:33,000 - mmaction - INFO - Epoch [2][800/1413] lr: 6.000e-01, eta: 4 days, 6:22:31, time: 1.009, data_time: 0.003, memory: 8478, top1_acc: 0.0753, top5_acc: 0.2081, loss_cls: 5.1005, loss: 5.1005, grad_norm: 0.6389 2020-10-04 07:59:53,092 - mmaction - INFO - Epoch [2][820/1413] lr: 6.000e-01, eta: 4 days, 6:20:58, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.0703, top5_acc: 0.2092, loss_cls: 5.0838, loss: 5.0838, grad_norm: 0.6656 2020-10-04 08:00:15,294 - mmaction - INFO - Epoch [2][840/1413] lr: 6.000e-01, eta: 4 days, 6:25:16, time: 1.112, data_time: 0.003, memory: 8478, top1_acc: 0.0698, top5_acc: 0.2111, loss_cls: 5.1126, loss: 5.1126, grad_norm: 0.6516 2020-10-04 08:00:35,336 - mmaction - INFO - Epoch [2][860/1413] lr: 6.000e-01, eta: 4 days, 6:23:36, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.0801, top5_acc: 0.2068, loss_cls: 5.0985, loss: 5.0985, grad_norm: 0.6464 2020-10-04 08:00:55,316 - mmaction - INFO - Epoch [2][880/1413] lr: 6.000e-01, eta: 4 days, 6:21:54, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.0771, top5_acc: 0.2096, loss_cls: 5.1093, loss: 5.1093, grad_norm: 0.6442 2020-10-04 08:01:15,349 - mmaction - INFO - Epoch [2][900/1413] lr: 6.000e-01, eta: 4 days, 6:20:20, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.0775, top5_acc: 0.2121, loss_cls: 5.0864, loss: 5.0864, grad_norm: 0.6445 2020-10-04 08:01:35,400 - mmaction - INFO - Epoch [2][920/1413] lr: 6.000e-01, eta: 4 days, 6:18:47, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.0753, top5_acc: 0.2133, loss_cls: 5.0814, loss: 5.0814, grad_norm: 0.6492 2020-10-04 08:01:55,561 - mmaction - INFO - Epoch [2][940/1413] lr: 6.000e-01, eta: 4 days, 6:17:35, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.0849, top5_acc: 0.2266, loss_cls: 5.0332, loss: 5.0332, grad_norm: 0.6616 2020-10-04 08:02:15,657 - mmaction - INFO - Epoch [2][960/1413] lr: 6.000e-01, eta: 4 days, 6:16:13, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.0803, top5_acc: 0.2202, loss_cls: 5.0566, loss: 5.0566, grad_norm: 0.6615 2020-10-04 08:02:35,709 - mmaction - INFO - Epoch [2][980/1413] lr: 6.000e-01, eta: 4 days, 6:14:52, time: 1.004, data_time: 0.004, memory: 8478, top1_acc: 0.0857, top5_acc: 0.2201, loss_cls: 5.0317, loss: 5.0317, grad_norm: 0.6658 2020-10-04 08:02:55,742 - mmaction - INFO - Epoch [2][1000/1413] lr: 6.000e-01, eta: 4 days, 6:13:21, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.0772, top5_acc: 0.2086, loss_cls: 5.0821, loss: 5.0821, grad_norm: 0.6632 2020-10-04 08:03:15,791 - mmaction - INFO - Epoch [2][1020/1413] lr: 6.000e-01, eta: 4 days, 6:11:56, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.0762, top5_acc: 0.2158, loss_cls: 5.0747, loss: 5.0747, grad_norm: 0.6648 2020-10-04 08:03:35,815 - mmaction - INFO - Epoch [2][1040/1413] lr: 6.000e-01, eta: 4 days, 6:10:31, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.0826, top5_acc: 0.2227, loss_cls: 5.0387, loss: 5.0387, grad_norm: 0.6626 2020-10-04 08:03:55,841 - mmaction - INFO - Epoch [2][1060/1413] lr: 6.000e-01, eta: 4 days, 6:09:04, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.0822, top5_acc: 0.2215, loss_cls: 5.0179, loss: 5.0179, grad_norm: 0.6501 2020-10-04 08:04:16,026 - mmaction - INFO - Epoch [2][1080/1413] lr: 6.000e-01, eta: 4 days, 6:08:04, time: 1.010, data_time: 0.002, memory: 8478, top1_acc: 0.0859, top5_acc: 0.2220, loss_cls: 5.0432, loss: 5.0432, grad_norm: 0.6639 2020-10-04 08:04:36,088 - mmaction - INFO - Epoch [2][1100/1413] lr: 6.000e-01, eta: 4 days, 6:06:42, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.0737, top5_acc: 0.2138, loss_cls: 5.0640, loss: 5.0640, grad_norm: 0.6614 2020-10-04 08:04:56,088 - mmaction - INFO - Epoch [2][1120/1413] lr: 6.000e-01, eta: 4 days, 6:05:18, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.0819, top5_acc: 0.2214, loss_cls: 5.0463, loss: 5.0463, grad_norm: 0.6715 2020-10-04 08:05:16,096 - mmaction - INFO - Epoch [2][1140/1413] lr: 6.000e-01, eta: 4 days, 6:03:54, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.0835, top5_acc: 0.2284, loss_cls: 5.0232, loss: 5.0232, grad_norm: 0.6497 2020-10-04 08:05:36,308 - mmaction - INFO - Epoch [2][1160/1413] lr: 6.000e-01, eta: 4 days, 6:02:55, time: 1.009, data_time: 0.002, memory: 8478, top1_acc: 0.0841, top5_acc: 0.2180, loss_cls: 5.0454, loss: 5.0454, grad_norm: 0.6720 2020-10-04 08:05:56,342 - mmaction - INFO - Epoch [2][1180/1413] lr: 6.000e-01, eta: 4 days, 6:01:36, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.0827, top5_acc: 0.2294, loss_cls: 5.0176, loss: 5.0176, grad_norm: 0.6589 2020-10-04 08:06:16,302 - mmaction - INFO - Epoch [2][1200/1413] lr: 6.000e-01, eta: 4 days, 6:00:10, time: 0.999, data_time: 0.004, memory: 8478, top1_acc: 0.0837, top5_acc: 0.2285, loss_cls: 4.9960, loss: 4.9960, grad_norm: 0.6617 2020-10-04 08:06:36,390 - mmaction - INFO - Epoch [2][1220/1413] lr: 6.000e-01, eta: 4 days, 5:58:59, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.0882, top5_acc: 0.2342, loss_cls: 4.9841, loss: 4.9841, grad_norm: 0.6738 2020-10-04 08:06:56,470 - mmaction - INFO - Epoch [2][1240/1413] lr: 6.000e-01, eta: 4 days, 5:57:47, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.0858, top5_acc: 0.2289, loss_cls: 5.0002, loss: 5.0002, grad_norm: 0.6738 2020-10-04 08:07:16,487 - mmaction - INFO - Epoch [2][1260/1413] lr: 6.000e-01, eta: 4 days, 5:56:31, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.0863, top5_acc: 0.2275, loss_cls: 4.9887, loss: 4.9887, grad_norm: 0.6773 2020-10-04 08:07:36,603 - mmaction - INFO - Epoch [2][1280/1413] lr: 6.000e-01, eta: 4 days, 5:55:26, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.0960, top5_acc: 0.2384, loss_cls: 4.9726, loss: 4.9726, grad_norm: 0.6887 2020-10-04 08:07:56,753 - mmaction - INFO - Epoch [2][1300/1413] lr: 6.000e-01, eta: 4 days, 5:54:27, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.0893, top5_acc: 0.2292, loss_cls: 5.0094, loss: 5.0094, grad_norm: 0.6747 2020-10-04 08:08:16,708 - mmaction - INFO - Epoch [2][1320/1413] lr: 6.000e-01, eta: 4 days, 5:53:03, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.0937, top5_acc: 0.2391, loss_cls: 4.9405, loss: 4.9405, grad_norm: 0.6661 2020-10-04 08:08:36,747 - mmaction - INFO - Epoch [2][1340/1413] lr: 6.000e-01, eta: 4 days, 5:51:54, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.0879, top5_acc: 0.2310, loss_cls: 4.9553, loss: 4.9553, grad_norm: 0.7004 2020-10-04 08:08:56,744 - mmaction - INFO - Epoch [2][1360/1413] lr: 6.000e-01, eta: 4 days, 5:50:38, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.0909, top5_acc: 0.2388, loss_cls: 4.9640, loss: 4.9640, grad_norm: 0.6941 2020-10-04 08:09:16,838 - mmaction - INFO - Epoch [2][1380/1413] lr: 6.000e-01, eta: 4 days, 5:49:32, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.0924, top5_acc: 0.2430, loss_cls: 4.9600, loss: 4.9600, grad_norm: 0.6772 2020-10-04 08:09:36,853 - mmaction - INFO - Epoch [2][1400/1413] lr: 6.000e-01, eta: 4 days, 5:48:21, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.0910, top5_acc: 0.2375, loss_cls: 4.9641, loss: 4.9641, grad_norm: 0.6853 2020-10-04 08:10:47,112 - mmaction - INFO - Epoch [3][20/1413] lr: 5.999e-01, eta: 4 days, 6:34:09, time: 2.788, data_time: 1.718, memory: 8478, top1_acc: 0.0872, top5_acc: 0.2319, loss_cls: 4.9911, loss: 4.9911, grad_norm: 0.6806 2020-10-04 08:11:06,943 - mmaction - INFO - Epoch [3][40/1413] lr: 5.999e-01, eta: 4 days, 6:32:16, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.0879, top5_acc: 0.2362, loss_cls: 4.9454, loss: 4.9454, grad_norm: 0.6800 2020-10-04 08:11:26,881 - mmaction - INFO - Epoch [3][60/1413] lr: 5.999e-01, eta: 4 days, 6:30:34, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.0878, top5_acc: 0.2342, loss_cls: 4.9502, loss: 4.9502, grad_norm: 0.6938 2020-10-04 08:11:46,910 - mmaction - INFO - Epoch [3][80/1413] lr: 5.999e-01, eta: 4 days, 6:29:08, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.0927, top5_acc: 0.2402, loss_cls: 4.9432, loss: 4.9432, grad_norm: 0.7016 2020-10-04 08:12:06,901 - mmaction - INFO - Epoch [3][100/1413] lr: 5.999e-01, eta: 4 days, 6:27:36, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.0982, top5_acc: 0.2503, loss_cls: 4.9065, loss: 4.9065, grad_norm: 0.7073 2020-10-04 08:12:27,005 - mmaction - INFO - Epoch [3][120/1413] lr: 5.999e-01, eta: 4 days, 6:26:20, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.0924, top5_acc: 0.2402, loss_cls: 4.9295, loss: 4.9295, grad_norm: 0.6696 2020-10-04 08:12:47,007 - mmaction - INFO - Epoch [3][140/1413] lr: 5.999e-01, eta: 4 days, 6:24:51, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.0891, top5_acc: 0.2382, loss_cls: 4.9440, loss: 4.9440, grad_norm: 0.6768 2020-10-04 08:13:07,064 - mmaction - INFO - Epoch [3][160/1413] lr: 5.999e-01, eta: 4 days, 6:23:33, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.0888, top5_acc: 0.2415, loss_cls: 4.9304, loss: 4.9304, grad_norm: 0.6907 2020-10-04 08:13:27,123 - mmaction - INFO - Epoch [3][180/1413] lr: 5.999e-01, eta: 4 days, 6:22:09, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.0973, top5_acc: 0.2454, loss_cls: 4.9375, loss: 4.9375, grad_norm: 0.6961 2020-10-04 08:13:47,252 - mmaction - INFO - Epoch [3][200/1413] lr: 5.999e-01, eta: 4 days, 6:21:01, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.0914, top5_acc: 0.2440, loss_cls: 4.9205, loss: 4.9205, grad_norm: 0.6860 2020-10-04 08:14:07,189 - mmaction - INFO - Epoch [3][220/1413] lr: 5.999e-01, eta: 4 days, 6:19:32, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.0922, top5_acc: 0.2516, loss_cls: 4.9031, loss: 4.9031, grad_norm: 0.6948 2020-10-04 08:14:27,274 - mmaction - INFO - Epoch [3][240/1413] lr: 5.999e-01, eta: 4 days, 6:18:14, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.0919, top5_acc: 0.2457, loss_cls: 4.9006, loss: 4.9006, grad_norm: 0.6870 2020-10-04 08:14:47,271 - mmaction - INFO - Epoch [3][260/1413] lr: 5.999e-01, eta: 4 days, 6:16:52, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.0962, top5_acc: 0.2503, loss_cls: 4.9166, loss: 4.9166, grad_norm: 0.7041 2020-10-04 08:15:07,266 - mmaction - INFO - Epoch [3][280/1413] lr: 5.999e-01, eta: 4 days, 6:15:31, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.0880, top5_acc: 0.2453, loss_cls: 4.8927, loss: 4.8927, grad_norm: 0.7004 2020-10-04 08:15:27,217 - mmaction - INFO - Epoch [3][300/1413] lr: 5.999e-01, eta: 4 days, 6:14:04, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.0973, top5_acc: 0.2484, loss_cls: 4.9206, loss: 4.9206, grad_norm: 0.6874 2020-10-04 08:15:47,275 - mmaction - INFO - Epoch [3][320/1413] lr: 5.999e-01, eta: 4 days, 6:12:46, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.0999, top5_acc: 0.2578, loss_cls: 4.8606, loss: 4.8606, grad_norm: 0.7145 2020-10-04 08:16:07,325 - mmaction - INFO - Epoch [3][340/1413] lr: 5.999e-01, eta: 4 days, 6:11:36, time: 1.004, data_time: 0.004, memory: 8478, top1_acc: 0.0966, top5_acc: 0.2461, loss_cls: 4.8918, loss: 4.8918, grad_norm: 0.6917 2020-10-04 08:16:27,298 - mmaction - INFO - Epoch [3][360/1413] lr: 5.999e-01, eta: 4 days, 6:10:15, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.0967, top5_acc: 0.2501, loss_cls: 4.9047, loss: 4.9047, grad_norm: 0.6968 2020-10-04 08:16:47,271 - mmaction - INFO - Epoch [3][380/1413] lr: 5.999e-01, eta: 4 days, 6:08:51, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.0945, top5_acc: 0.2501, loss_cls: 4.8925, loss: 4.8925, grad_norm: 0.6896 2020-10-04 08:17:07,288 - mmaction - INFO - Epoch [3][400/1413] lr: 5.999e-01, eta: 4 days, 6:07:38, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.0934, top5_acc: 0.2516, loss_cls: 4.9158, loss: 4.9158, grad_norm: 0.6985 2020-10-04 08:17:27,338 - mmaction - INFO - Epoch [3][420/1413] lr: 5.999e-01, eta: 4 days, 6:06:25, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.1010, top5_acc: 0.2607, loss_cls: 4.8403, loss: 4.8403, grad_norm: 0.6998 2020-10-04 08:17:47,322 - mmaction - INFO - Epoch [3][440/1413] lr: 5.999e-01, eta: 4 days, 6:05:04, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.1012, top5_acc: 0.2521, loss_cls: 4.8542, loss: 4.8542, grad_norm: 0.7240 2020-10-04 08:18:07,361 - mmaction - INFO - Epoch [3][460/1413] lr: 5.999e-01, eta: 4 days, 6:03:55, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.1009, top5_acc: 0.2587, loss_cls: 4.8544, loss: 4.8544, grad_norm: 0.7065 2020-10-04 08:18:27,438 - mmaction - INFO - Epoch [3][480/1413] lr: 5.999e-01, eta: 4 days, 6:02:46, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.0967, top5_acc: 0.2551, loss_cls: 4.9001, loss: 4.9001, grad_norm: 0.7094 2020-10-04 08:18:47,551 - mmaction - INFO - Epoch [3][500/1413] lr: 5.999e-01, eta: 4 days, 6:01:48, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.0961, top5_acc: 0.2556, loss_cls: 4.8532, loss: 4.8532, grad_norm: 0.7235 2020-10-04 08:19:07,508 - mmaction - INFO - Epoch [3][520/1413] lr: 5.999e-01, eta: 4 days, 6:00:28, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.0928, top5_acc: 0.2473, loss_cls: 4.9094, loss: 4.9094, grad_norm: 0.7089 2020-10-04 08:19:27,661 - mmaction - INFO - Epoch [3][540/1413] lr: 5.999e-01, eta: 4 days, 5:59:29, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.1060, top5_acc: 0.2578, loss_cls: 4.8302, loss: 4.8302, grad_norm: 0.6998 2020-10-04 08:19:47,784 - mmaction - INFO - Epoch [3][560/1413] lr: 5.999e-01, eta: 4 days, 5:58:31, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.1023, top5_acc: 0.2607, loss_cls: 4.8410, loss: 4.8410, grad_norm: 0.6991 2020-10-04 08:20:07,883 - mmaction - INFO - Epoch [3][580/1413] lr: 5.999e-01, eta: 4 days, 5:57:29, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.1163, top5_acc: 0.2754, loss_cls: 4.7883, loss: 4.7883, grad_norm: 0.7127 2020-10-04 08:20:27,933 - mmaction - INFO - Epoch [3][600/1413] lr: 5.999e-01, eta: 4 days, 5:56:26, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.1013, top5_acc: 0.2566, loss_cls: 4.8622, loss: 4.8622, grad_norm: 0.7128 2020-10-04 08:20:47,970 - mmaction - INFO - Epoch [3][620/1413] lr: 5.999e-01, eta: 4 days, 5:55:17, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.0957, top5_acc: 0.2499, loss_cls: 4.8777, loss: 4.8777, grad_norm: 0.7059 2020-10-04 08:21:08,064 - mmaction - INFO - Epoch [3][640/1413] lr: 5.999e-01, eta: 4 days, 5:54:17, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1068, top5_acc: 0.2572, loss_cls: 4.8338, loss: 4.8338, grad_norm: 0.7120 2020-10-04 08:21:28,092 - mmaction - INFO - Epoch [3][660/1413] lr: 5.999e-01, eta: 4 days, 5:53:07, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1066, top5_acc: 0.2665, loss_cls: 4.8185, loss: 4.8185, grad_norm: 0.7161 2020-10-04 08:21:48,174 - mmaction - INFO - Epoch [3][680/1413] lr: 5.999e-01, eta: 4 days, 5:52:08, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.1055, top5_acc: 0.2633, loss_cls: 4.8379, loss: 4.8379, grad_norm: 0.7218 2020-10-04 08:22:08,131 - mmaction - INFO - Epoch [3][700/1413] lr: 5.999e-01, eta: 4 days, 5:50:56, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.1012, top5_acc: 0.2716, loss_cls: 4.8247, loss: 4.8247, grad_norm: 0.7258 2020-10-04 08:22:28,254 - mmaction - INFO - Epoch [3][720/1413] lr: 5.999e-01, eta: 4 days, 5:50:02, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.1057, top5_acc: 0.2634, loss_cls: 4.8205, loss: 4.8205, grad_norm: 0.7114 2020-10-04 08:22:48,235 - mmaction - INFO - Epoch [3][740/1413] lr: 5.999e-01, eta: 4 days, 5:48:52, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.1053, top5_acc: 0.2616, loss_cls: 4.8450, loss: 4.8450, grad_norm: 0.7220 2020-10-04 08:23:08,271 - mmaction - INFO - Epoch [3][760/1413] lr: 5.999e-01, eta: 4 days, 5:47:47, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.1063, top5_acc: 0.2618, loss_cls: 4.8493, loss: 4.8493, grad_norm: 0.7107 2020-10-04 08:23:28,317 - mmaction - INFO - Epoch [3][780/1413] lr: 5.999e-01, eta: 4 days, 5:46:45, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.0999, top5_acc: 0.2645, loss_cls: 4.8255, loss: 4.8255, grad_norm: 0.7088 2020-10-04 08:23:48,465 - mmaction - INFO - Epoch [3][800/1413] lr: 5.999e-01, eta: 4 days, 5:45:52, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.1070, top5_acc: 0.2668, loss_cls: 4.7935, loss: 4.7935, grad_norm: 0.7193 2020-10-04 08:24:08,562 - mmaction - INFO - Epoch [3][820/1413] lr: 5.999e-01, eta: 4 days, 5:44:56, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.1020, top5_acc: 0.2643, loss_cls: 4.8201, loss: 4.8201, grad_norm: 0.7143 2020-10-04 08:24:28,506 - mmaction - INFO - Epoch [3][840/1413] lr: 5.999e-01, eta: 4 days, 5:43:45, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.1049, top5_acc: 0.2639, loss_cls: 4.7912, loss: 4.7912, grad_norm: 0.7243 2020-10-04 08:24:48,449 - mmaction - INFO - Epoch [3][860/1413] lr: 5.999e-01, eta: 4 days, 5:42:35, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.1062, top5_acc: 0.2728, loss_cls: 4.7944, loss: 4.7944, grad_norm: 0.7189 2020-10-04 08:25:08,546 - mmaction - INFO - Epoch [3][880/1413] lr: 5.999e-01, eta: 4 days, 5:41:40, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1049, top5_acc: 0.2721, loss_cls: 4.7773, loss: 4.7773, grad_norm: 0.7149 2020-10-04 08:25:28,536 - mmaction - INFO - Epoch [3][900/1413] lr: 5.999e-01, eta: 4 days, 5:40:36, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.1089, top5_acc: 0.2732, loss_cls: 4.8149, loss: 4.8149, grad_norm: 0.7285 2020-10-04 08:25:48,491 - mmaction - INFO - Epoch [3][920/1413] lr: 5.999e-01, eta: 4 days, 5:39:29, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.1134, top5_acc: 0.2770, loss_cls: 4.7453, loss: 4.7453, grad_norm: 0.7328 2020-10-04 08:26:08,535 - mmaction - INFO - Epoch [3][940/1413] lr: 5.999e-01, eta: 4 days, 5:38:31, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.1048, top5_acc: 0.2642, loss_cls: 4.7933, loss: 4.7933, grad_norm: 0.7094 2020-10-04 08:26:28,692 - mmaction - INFO - Epoch [3][960/1413] lr: 5.999e-01, eta: 4 days, 5:37:42, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.1102, top5_acc: 0.2753, loss_cls: 4.7544, loss: 4.7544, grad_norm: 0.7280 2020-10-04 08:26:48,718 - mmaction - INFO - Epoch [3][980/1413] lr: 5.999e-01, eta: 4 days, 5:36:42, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1063, top5_acc: 0.2762, loss_cls: 4.7525, loss: 4.7525, grad_norm: 0.7377 2020-10-04 08:27:08,718 - mmaction - INFO - Epoch [3][1000/1413] lr: 5.999e-01, eta: 4 days, 5:35:41, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1089, top5_acc: 0.2729, loss_cls: 4.7781, loss: 4.7781, grad_norm: 0.7254 2020-10-04 08:27:28,819 - mmaction - INFO - Epoch [3][1020/1413] lr: 5.999e-01, eta: 4 days, 5:34:47, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.1118, top5_acc: 0.2719, loss_cls: 4.7714, loss: 4.7714, grad_norm: 0.7310 2020-10-04 08:27:48,928 - mmaction - INFO - Epoch [3][1040/1413] lr: 5.999e-01, eta: 4 days, 5:33:58, time: 1.007, data_time: 0.004, memory: 8478, top1_acc: 0.1138, top5_acc: 0.2788, loss_cls: 4.7659, loss: 4.7659, grad_norm: 0.7313 2020-10-04 08:28:09,041 - mmaction - INFO - Epoch [3][1060/1413] lr: 5.999e-01, eta: 4 days, 5:33:06, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1148, top5_acc: 0.2879, loss_cls: 4.7257, loss: 4.7257, grad_norm: 0.7311 2020-10-04 08:28:29,186 - mmaction - INFO - Epoch [3][1080/1413] lr: 5.999e-01, eta: 4 days, 5:32:22, time: 1.009, data_time: 0.003, memory: 8478, top1_acc: 0.1090, top5_acc: 0.2793, loss_cls: 4.7574, loss: 4.7574, grad_norm: 0.7335 2020-10-04 08:28:49,241 - mmaction - INFO - Epoch [3][1100/1413] lr: 5.999e-01, eta: 4 days, 5:31:25, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.1086, top5_acc: 0.2758, loss_cls: 4.7890, loss: 4.7890, grad_norm: 0.7250 2020-10-04 08:29:09,357 - mmaction - INFO - Epoch [3][1120/1413] lr: 5.999e-01, eta: 4 days, 5:30:37, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.1159, top5_acc: 0.2788, loss_cls: 4.7553, loss: 4.7553, grad_norm: 0.7271 2020-10-04 08:29:29,406 - mmaction - INFO - Epoch [3][1140/1413] lr: 5.999e-01, eta: 4 days, 5:29:43, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.1064, top5_acc: 0.2710, loss_cls: 4.7805, loss: 4.7805, grad_norm: 0.7314 2020-10-04 08:29:49,570 - mmaction - INFO - Epoch [3][1160/1413] lr: 5.999e-01, eta: 4 days, 5:28:59, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.1116, top5_acc: 0.2733, loss_cls: 4.7803, loss: 4.7803, grad_norm: 0.7189 2020-10-04 08:30:10,497 - mmaction - INFO - Epoch [3][1180/1413] lr: 5.999e-01, eta: 4 days, 5:29:24, time: 1.047, data_time: 0.002, memory: 8478, top1_acc: 0.1172, top5_acc: 0.2810, loss_cls: 4.7545, loss: 4.7545, grad_norm: 0.7354 2020-10-04 08:30:30,636 - mmaction - INFO - Epoch [3][1200/1413] lr: 5.999e-01, eta: 4 days, 5:28:38, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.1137, top5_acc: 0.2764, loss_cls: 4.7438, loss: 4.7438, grad_norm: 0.7525 2020-10-04 08:30:50,792 - mmaction - INFO - Epoch [3][1220/1413] lr: 5.999e-01, eta: 4 days, 5:27:55, time: 1.009, data_time: 0.002, memory: 8478, top1_acc: 0.1135, top5_acc: 0.2754, loss_cls: 4.7621, loss: 4.7621, grad_norm: 0.7392 2020-10-04 08:31:10,807 - mmaction - INFO - Epoch [3][1240/1413] lr: 5.999e-01, eta: 4 days, 5:26:57, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.1112, top5_acc: 0.2788, loss_cls: 4.7736, loss: 4.7736, grad_norm: 0.7405 2020-10-04 08:31:30,797 - mmaction - INFO - Epoch [3][1260/1413] lr: 5.999e-01, eta: 4 days, 5:25:57, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.1145, top5_acc: 0.2859, loss_cls: 4.7446, loss: 4.7446, grad_norm: 0.7410 2020-10-04 08:31:50,866 - mmaction - INFO - Epoch [3][1280/1413] lr: 5.999e-01, eta: 4 days, 5:25:07, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.1143, top5_acc: 0.2771, loss_cls: 4.7550, loss: 4.7550, grad_norm: 0.7394 2020-10-04 08:32:11,067 - mmaction - INFO - Epoch [3][1300/1413] lr: 5.999e-01, eta: 4 days, 5:24:27, time: 1.009, data_time: 0.002, memory: 8478, top1_acc: 0.1043, top5_acc: 0.2652, loss_cls: 4.7747, loss: 4.7747, grad_norm: 0.7244 2020-10-04 08:32:31,113 - mmaction - INFO - Epoch [3][1320/1413] lr: 5.999e-01, eta: 4 days, 5:23:34, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.1133, top5_acc: 0.2805, loss_cls: 4.7279, loss: 4.7279, grad_norm: 0.7320 2020-10-04 08:32:51,084 - mmaction - INFO - Epoch [3][1340/1413] lr: 5.999e-01, eta: 4 days, 5:22:37, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.1178, top5_acc: 0.2859, loss_cls: 4.7118, loss: 4.7118, grad_norm: 0.7249 2020-10-04 08:33:11,225 - mmaction - INFO - Epoch [3][1360/1413] lr: 5.999e-01, eta: 4 days, 5:21:53, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.1112, top5_acc: 0.2753, loss_cls: 4.7615, loss: 4.7615, grad_norm: 0.7372 2020-10-04 08:33:31,225 - mmaction - INFO - Epoch [3][1380/1413] lr: 5.999e-01, eta: 4 days, 5:20:57, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1130, top5_acc: 0.2733, loss_cls: 4.7719, loss: 4.7719, grad_norm: 0.7341 2020-10-04 08:33:51,327 - mmaction - INFO - Epoch [3][1400/1413] lr: 5.999e-01, eta: 4 days, 5:20:11, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1126, top5_acc: 0.2892, loss_cls: 4.7262, loss: 4.7262, grad_norm: 0.7324 2020-10-04 08:34:55,178 - mmaction - INFO - Epoch [4][20/1413] lr: 5.998e-01, eta: 4 days, 5:43:06, time: 2.523, data_time: 1.411, memory: 8478, top1_acc: 0.1145, top5_acc: 0.2876, loss_cls: 4.6746, loss: 4.6746, grad_norm: 0.7590 2020-10-04 08:35:15,105 - mmaction - INFO - Epoch [4][40/1413] lr: 5.998e-01, eta: 4 days, 5:41:59, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.1165, top5_acc: 0.2858, loss_cls: 4.6914, loss: 4.6914, grad_norm: 0.7445 2020-10-04 08:35:35,090 - mmaction - INFO - Epoch [4][60/1413] lr: 5.998e-01, eta: 4 days, 5:40:57, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.1108, top5_acc: 0.2840, loss_cls: 4.7197, loss: 4.7197, grad_norm: 0.7532 2020-10-04 08:35:55,134 - mmaction - INFO - Epoch [4][80/1413] lr: 5.998e-01, eta: 4 days, 5:39:59, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.1130, top5_acc: 0.2855, loss_cls: 4.7102, loss: 4.7102, grad_norm: 0.7356 2020-10-04 08:36:15,140 - mmaction - INFO - Epoch [4][100/1413] lr: 5.998e-01, eta: 4 days, 5:39:01, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.1194, top5_acc: 0.2917, loss_cls: 4.6611, loss: 4.6611, grad_norm: 0.7529 2020-10-04 08:36:35,209 - mmaction - INFO - Epoch [4][120/1413] lr: 5.998e-01, eta: 4 days, 5:38:05, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1176, top5_acc: 0.2979, loss_cls: 4.7029, loss: 4.7029, grad_norm: 0.7352 2020-10-04 08:36:55,380 - mmaction - INFO - Epoch [4][140/1413] lr: 5.998e-01, eta: 4 days, 5:37:21, time: 1.009, data_time: 0.003, memory: 8478, top1_acc: 0.1126, top5_acc: 0.2867, loss_cls: 4.6953, loss: 4.6953, grad_norm: 0.7672 2020-10-04 08:37:15,310 - mmaction - INFO - Epoch [4][160/1413] lr: 5.998e-01, eta: 4 days, 5:36:16, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.1143, top5_acc: 0.2840, loss_cls: 4.7210, loss: 4.7210, grad_norm: 0.7326 2020-10-04 08:37:35,331 - mmaction - INFO - Epoch [4][180/1413] lr: 5.998e-01, eta: 4 days, 5:35:17, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1178, top5_acc: 0.2914, loss_cls: 4.6822, loss: 4.6822, grad_norm: 0.7489 2020-10-04 08:37:55,400 - mmaction - INFO - Epoch [4][200/1413] lr: 5.998e-01, eta: 4 days, 5:34:26, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.1171, top5_acc: 0.2872, loss_cls: 4.6720, loss: 4.6720, grad_norm: 0.7400 2020-10-04 08:38:15,511 - mmaction - INFO - Epoch [4][220/1413] lr: 5.998e-01, eta: 4 days, 5:33:38, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.1115, top5_acc: 0.2826, loss_cls: 4.7337, loss: 4.7337, grad_norm: 0.7465 2020-10-04 08:38:35,587 - mmaction - INFO - Epoch [4][240/1413] lr: 5.998e-01, eta: 4 days, 5:32:47, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.1163, top5_acc: 0.2878, loss_cls: 4.6837, loss: 4.6837, grad_norm: 0.7463 2020-10-04 08:38:55,594 - mmaction - INFO - Epoch [4][260/1413] lr: 5.998e-01, eta: 4 days, 5:31:49, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.1240, top5_acc: 0.2971, loss_cls: 4.6416, loss: 4.6416, grad_norm: 0.7588 2020-10-04 08:39:15,669 - mmaction - INFO - Epoch [4][280/1413] lr: 5.998e-01, eta: 4 days, 5:30:59, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1229, top5_acc: 0.2945, loss_cls: 4.6869, loss: 4.6869, grad_norm: 0.7600 2020-10-04 08:39:35,724 - mmaction - INFO - Epoch [4][300/1413] lr: 5.998e-01, eta: 4 days, 5:30:05, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.1264, top5_acc: 0.2970, loss_cls: 4.6605, loss: 4.6605, grad_norm: 0.7528 2020-10-04 08:39:55,735 - mmaction - INFO - Epoch [4][320/1413] lr: 5.998e-01, eta: 4 days, 5:29:10, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1249, top5_acc: 0.2965, loss_cls: 4.6524, loss: 4.6524, grad_norm: 0.7783 2020-10-04 08:40:15,722 - mmaction - INFO - Epoch [4][340/1413] lr: 5.998e-01, eta: 4 days, 5:28:12, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.1198, top5_acc: 0.2943, loss_cls: 4.6571, loss: 4.6571, grad_norm: 0.7645 2020-10-04 08:40:35,737 - mmaction - INFO - Epoch [4][360/1413] lr: 5.998e-01, eta: 4 days, 5:27:18, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.1247, top5_acc: 0.2940, loss_cls: 4.6761, loss: 4.6761, grad_norm: 0.7474 2020-10-04 08:40:55,792 - mmaction - INFO - Epoch [4][380/1413] lr: 5.998e-01, eta: 4 days, 5:26:26, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.1143, top5_acc: 0.2862, loss_cls: 4.7102, loss: 4.7102, grad_norm: 0.7433 2020-10-04 08:41:15,862 - mmaction - INFO - Epoch [4][400/1413] lr: 5.998e-01, eta: 4 days, 5:25:37, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.1275, top5_acc: 0.2935, loss_cls: 4.6624, loss: 4.6624, grad_norm: 0.7519 2020-10-04 08:41:35,995 - mmaction - INFO - Epoch [4][420/1413] lr: 5.998e-01, eta: 4 days, 5:24:52, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.1272, top5_acc: 0.3016, loss_cls: 4.6431, loss: 4.6431, grad_norm: 0.7670 2020-10-04 08:41:55,991 - mmaction - INFO - Epoch [4][440/1413] lr: 5.998e-01, eta: 4 days, 5:23:56, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.1112, top5_acc: 0.2876, loss_cls: 4.7098, loss: 4.7098, grad_norm: 0.7757 2020-10-04 08:42:16,067 - mmaction - INFO - Epoch [4][460/1413] lr: 5.998e-01, eta: 4 days, 5:23:08, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.1178, top5_acc: 0.2979, loss_cls: 4.6502, loss: 4.6502, grad_norm: 0.7616 2020-10-04 08:42:36,200 - mmaction - INFO - Epoch [4][480/1413] lr: 5.998e-01, eta: 4 days, 5:22:21, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1221, top5_acc: 0.2941, loss_cls: 4.6474, loss: 4.6474, grad_norm: 0.7622 2020-10-04 08:42:56,259 - mmaction - INFO - Epoch [4][500/1413] lr: 5.998e-01, eta: 4 days, 5:21:32, time: 1.003, data_time: 0.004, memory: 8478, top1_acc: 0.1145, top5_acc: 0.2947, loss_cls: 4.6782, loss: 4.6782, grad_norm: 0.7589 2020-10-04 08:43:16,410 - mmaction - INFO - Epoch [4][520/1413] lr: 5.998e-01, eta: 4 days, 5:20:52, time: 1.009, data_time: 0.004, memory: 8478, top1_acc: 0.1237, top5_acc: 0.2936, loss_cls: 4.6714, loss: 4.6714, grad_norm: 0.7541 2020-10-04 08:43:36,460 - mmaction - INFO - Epoch [4][540/1413] lr: 5.998e-01, eta: 4 days, 5:20:02, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.1236, top5_acc: 0.3009, loss_cls: 4.6312, loss: 4.6312, grad_norm: 0.7622 2020-10-04 08:43:56,596 - mmaction - INFO - Epoch [4][560/1413] lr: 5.998e-01, eta: 4 days, 5:19:20, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.1238, top5_acc: 0.3033, loss_cls: 4.6601, loss: 4.6601, grad_norm: 0.7696 2020-10-04 08:44:16,633 - mmaction - INFO - Epoch [4][580/1413] lr: 5.998e-01, eta: 4 days, 5:18:30, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.1208, top5_acc: 0.3022, loss_cls: 4.6428, loss: 4.6428, grad_norm: 0.7629 2020-10-04 08:44:36,676 - mmaction - INFO - Epoch [4][600/1413] lr: 5.998e-01, eta: 4 days, 5:17:38, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1204, top5_acc: 0.3012, loss_cls: 4.6514, loss: 4.6514, grad_norm: 0.7690 2020-10-04 08:44:56,704 - mmaction - INFO - Epoch [4][620/1413] lr: 5.998e-01, eta: 4 days, 5:16:49, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.1273, top5_acc: 0.2991, loss_cls: 4.6591, loss: 4.6591, grad_norm: 0.7671 2020-10-04 08:45:16,705 - mmaction - INFO - Epoch [4][640/1413] lr: 5.998e-01, eta: 4 days, 5:15:56, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.1292, top5_acc: 0.2982, loss_cls: 4.6274, loss: 4.6274, grad_norm: 0.7726 2020-10-04 08:45:36,832 - mmaction - INFO - Epoch [4][660/1413] lr: 5.998e-01, eta: 4 days, 5:15:14, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.1220, top5_acc: 0.3023, loss_cls: 4.6289, loss: 4.6289, grad_norm: 0.7629 2020-10-04 08:45:56,887 - mmaction - INFO - Epoch [4][680/1413] lr: 5.998e-01, eta: 4 days, 5:14:26, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1348, top5_acc: 0.3018, loss_cls: 4.6351, loss: 4.6351, grad_norm: 0.7646 2020-10-04 08:46:16,883 - mmaction - INFO - Epoch [4][700/1413] lr: 5.998e-01, eta: 4 days, 5:13:33, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.1219, top5_acc: 0.2949, loss_cls: 4.6493, loss: 4.6493, grad_norm: 0.7683 2020-10-04 08:46:37,038 - mmaction - INFO - Epoch [4][720/1413] lr: 5.998e-01, eta: 4 days, 5:12:55, time: 1.009, data_time: 0.004, memory: 8478, top1_acc: 0.1245, top5_acc: 0.2999, loss_cls: 4.6367, loss: 4.6367, grad_norm: 0.7666 2020-10-04 08:46:57,089 - mmaction - INFO - Epoch [4][740/1413] lr: 5.998e-01, eta: 4 days, 5:12:07, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.1322, top5_acc: 0.3072, loss_cls: 4.6056, loss: 4.6056, grad_norm: 0.7609 2020-10-04 08:47:17,112 - mmaction - INFO - Epoch [4][760/1413] lr: 5.998e-01, eta: 4 days, 5:11:18, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.1299, top5_acc: 0.3033, loss_cls: 4.6187, loss: 4.6187, grad_norm: 0.7645 2020-10-04 08:47:37,158 - mmaction - INFO - Epoch [4][780/1413] lr: 5.998e-01, eta: 4 days, 5:10:30, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.1294, top5_acc: 0.3103, loss_cls: 4.5965, loss: 4.5965, grad_norm: 0.7639 2020-10-04 08:47:57,162 - mmaction - INFO - Epoch [4][800/1413] lr: 5.998e-01, eta: 4 days, 5:09:40, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.1365, top5_acc: 0.3112, loss_cls: 4.5884, loss: 4.5884, grad_norm: 0.7743 2020-10-04 08:48:17,207 - mmaction - INFO - Epoch [4][820/1413] lr: 5.998e-01, eta: 4 days, 5:08:54, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.1336, top5_acc: 0.3111, loss_cls: 4.5833, loss: 4.5833, grad_norm: 0.7569 2020-10-04 08:48:37,187 - mmaction - INFO - Epoch [4][840/1413] lr: 5.998e-01, eta: 4 days, 5:08:02, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.1268, top5_acc: 0.3016, loss_cls: 4.6247, loss: 4.6247, grad_norm: 0.8009 2020-10-04 08:48:57,258 - mmaction - INFO - Epoch [4][860/1413] lr: 5.998e-01, eta: 4 days, 5:07:18, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.1309, top5_acc: 0.3094, loss_cls: 4.5923, loss: 4.5923, grad_norm: 0.7652 2020-10-04 08:49:17,316 - mmaction - INFO - Epoch [4][880/1413] lr: 5.998e-01, eta: 4 days, 5:06:34, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.1283, top5_acc: 0.3074, loss_cls: 4.6002, loss: 4.6002, grad_norm: 0.7605 2020-10-04 08:49:37,345 - mmaction - INFO - Epoch [4][900/1413] lr: 5.998e-01, eta: 4 days, 5:05:47, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.1335, top5_acc: 0.3031, loss_cls: 4.6139, loss: 4.6139, grad_norm: 0.7834 2020-10-04 08:49:57,379 - mmaction - INFO - Epoch [4][920/1413] lr: 5.998e-01, eta: 4 days, 5:04:57, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.1318, top5_acc: 0.3199, loss_cls: 4.5701, loss: 4.5701, grad_norm: 0.7742 2020-10-04 08:50:17,403 - mmaction - INFO - Epoch [4][940/1413] lr: 5.998e-01, eta: 4 days, 5:04:11, time: 1.001, data_time: 0.004, memory: 8478, top1_acc: 0.1286, top5_acc: 0.2970, loss_cls: 4.6369, loss: 4.6369, grad_norm: 0.7711 2020-10-04 08:50:37,390 - mmaction - INFO - Epoch [4][960/1413] lr: 5.998e-01, eta: 4 days, 5:03:22, time: 1.000, data_time: 0.004, memory: 8478, top1_acc: 0.1323, top5_acc: 0.3130, loss_cls: 4.5714, loss: 4.5714, grad_norm: 0.7764 2020-10-04 08:50:57,431 - mmaction - INFO - Epoch [4][980/1413] lr: 5.998e-01, eta: 4 days, 5:02:36, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.1311, top5_acc: 0.3190, loss_cls: 4.5644, loss: 4.5644, grad_norm: 0.7815 2020-10-04 08:51:17,521 - mmaction - INFO - Epoch [4][1000/1413] lr: 5.998e-01, eta: 4 days, 5:01:56, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.1264, top5_acc: 0.3077, loss_cls: 4.5930, loss: 4.5930, grad_norm: 0.7798 2020-10-04 08:51:37,668 - mmaction - INFO - Epoch [4][1020/1413] lr: 5.998e-01, eta: 4 days, 5:01:18, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.1314, top5_acc: 0.3085, loss_cls: 4.6001, loss: 4.6001, grad_norm: 0.7763 2020-10-04 08:51:57,675 - mmaction - INFO - Epoch [4][1040/1413] lr: 5.998e-01, eta: 4 days, 5:00:30, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1320, top5_acc: 0.3098, loss_cls: 4.5826, loss: 4.5826, grad_norm: 0.7875 2020-10-04 08:52:17,777 - mmaction - INFO - Epoch [4][1060/1413] lr: 5.998e-01, eta: 4 days, 4:59:48, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.1372, top5_acc: 0.3147, loss_cls: 4.5943, loss: 4.5943, grad_norm: 0.7732 2020-10-04 08:52:37,776 - mmaction - INFO - Epoch [4][1080/1413] lr: 5.998e-01, eta: 4 days, 4:59:03, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.1340, top5_acc: 0.3150, loss_cls: 4.5952, loss: 4.5952, grad_norm: 0.7552 2020-10-04 08:52:57,903 - mmaction - INFO - Epoch [4][1100/1413] lr: 5.998e-01, eta: 4 days, 4:58:24, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.1315, top5_acc: 0.3105, loss_cls: 4.5824, loss: 4.5824, grad_norm: 0.7750 2020-10-04 08:53:17,877 - mmaction - INFO - Epoch [4][1120/1413] lr: 5.998e-01, eta: 4 days, 4:57:34, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.1323, top5_acc: 0.3146, loss_cls: 4.5508, loss: 4.5508, grad_norm: 0.7773 2020-10-04 08:53:37,891 - mmaction - INFO - Epoch [4][1140/1413] lr: 5.998e-01, eta: 4 days, 4:56:47, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.1315, top5_acc: 0.3130, loss_cls: 4.5684, loss: 4.5684, grad_norm: 0.7821 2020-10-04 08:53:57,961 - mmaction - INFO - Epoch [4][1160/1413] lr: 5.998e-01, eta: 4 days, 4:56:08, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.1379, top5_acc: 0.3199, loss_cls: 4.5376, loss: 4.5376, grad_norm: 0.7876 2020-10-04 08:54:17,965 - mmaction - INFO - Epoch [4][1180/1413] lr: 5.998e-01, eta: 4 days, 4:55:21, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.1422, top5_acc: 0.3214, loss_cls: 4.5199, loss: 4.5199, grad_norm: 0.7893 2020-10-04 08:54:37,958 - mmaction - INFO - Epoch [4][1200/1413] lr: 5.998e-01, eta: 4 days, 4:54:34, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.1391, top5_acc: 0.3169, loss_cls: 4.5568, loss: 4.5568, grad_norm: 0.7887 2020-10-04 08:54:57,951 - mmaction - INFO - Epoch [4][1220/1413] lr: 5.998e-01, eta: 4 days, 4:53:48, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1273, top5_acc: 0.3145, loss_cls: 4.5606, loss: 4.5606, grad_norm: 0.7913 2020-10-04 08:55:18,065 - mmaction - INFO - Epoch [4][1240/1413] lr: 5.998e-01, eta: 4 days, 4:53:08, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1339, top5_acc: 0.3147, loss_cls: 4.5529, loss: 4.5529, grad_norm: 0.7891 2020-10-04 08:55:38,153 - mmaction - INFO - Epoch [4][1260/1413] lr: 5.998e-01, eta: 4 days, 4:52:29, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.1374, top5_acc: 0.3190, loss_cls: 4.5394, loss: 4.5394, grad_norm: 0.7751 2020-10-04 08:55:58,140 - mmaction - INFO - Epoch [4][1280/1413] lr: 5.998e-01, eta: 4 days, 4:51:44, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1384, top5_acc: 0.3133, loss_cls: 4.5701, loss: 4.5701, grad_norm: 0.7947 2020-10-04 08:56:18,183 - mmaction - INFO - Epoch [4][1300/1413] lr: 5.998e-01, eta: 4 days, 4:50:59, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.1326, top5_acc: 0.3069, loss_cls: 4.5850, loss: 4.5850, grad_norm: 0.7786 2020-10-04 08:56:38,178 - mmaction - INFO - Epoch [4][1320/1413] lr: 5.998e-01, eta: 4 days, 4:50:16, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.1303, top5_acc: 0.3171, loss_cls: 4.5558, loss: 4.5558, grad_norm: 0.7902 2020-10-04 08:56:58,232 - mmaction - INFO - Epoch [4][1340/1413] lr: 5.998e-01, eta: 4 days, 4:49:34, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.1303, top5_acc: 0.3064, loss_cls: 4.5837, loss: 4.5837, grad_norm: 0.7719 2020-10-04 08:57:18,258 - mmaction - INFO - Epoch [4][1360/1413] lr: 5.998e-01, eta: 4 days, 4:48:52, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.1320, top5_acc: 0.3191, loss_cls: 4.5509, loss: 4.5509, grad_norm: 0.7766 2020-10-04 08:57:38,274 - mmaction - INFO - Epoch [4][1380/1413] lr: 5.998e-01, eta: 4 days, 4:48:07, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.1306, top5_acc: 0.3173, loss_cls: 4.5859, loss: 4.5859, grad_norm: 0.8037 2020-10-04 08:57:58,376 - mmaction - INFO - Epoch [4][1400/1413] lr: 5.998e-01, eta: 4 days, 4:47:27, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.1272, top5_acc: 0.3146, loss_cls: 4.5702, loss: 4.5702, grad_norm: 0.7829 2020-10-04 08:59:04,250 - mmaction - INFO - Epoch [5][20/1413] lr: 5.996e-01, eta: 4 days, 5:06:38, time: 2.625, data_time: 1.551, memory: 8478, top1_acc: 0.1402, top5_acc: 0.3223, loss_cls: 4.5318, loss: 4.5318, grad_norm: 0.7977 2020-10-04 08:59:23,946 - mmaction - INFO - Epoch [5][40/1413] lr: 5.996e-01, eta: 4 days, 5:05:33, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.1401, top5_acc: 0.3267, loss_cls: 4.5108, loss: 4.5108, grad_norm: 0.7811 2020-10-04 08:59:43,981 - mmaction - INFO - Epoch [5][60/1413] lr: 5.996e-01, eta: 4 days, 5:04:45, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.1409, top5_acc: 0.3232, loss_cls: 4.5211, loss: 4.5211, grad_norm: 0.8050 2020-10-04 09:00:05,129 - mmaction - INFO - Epoch [5][80/1413] lr: 5.996e-01, eta: 4 days, 5:05:09, time: 1.058, data_time: 0.003, memory: 8478, top1_acc: 0.1382, top5_acc: 0.3221, loss_cls: 4.5425, loss: 4.5425, grad_norm: 0.7842 2020-10-04 09:00:26,119 - mmaction - INFO - Epoch [5][100/1413] lr: 5.996e-01, eta: 4 days, 5:05:23, time: 1.050, data_time: 0.003, memory: 8478, top1_acc: 0.1421, top5_acc: 0.3151, loss_cls: 4.5421, loss: 4.5421, grad_norm: 0.7721 2020-10-04 09:00:46,306 - mmaction - INFO - Epoch [5][120/1413] lr: 5.996e-01, eta: 4 days, 5:04:44, time: 1.008, data_time: 0.001, memory: 8478, top1_acc: 0.1411, top5_acc: 0.3322, loss_cls: 4.4808, loss: 4.4808, grad_norm: 0.7968 2020-10-04 09:01:06,310 - mmaction - INFO - Epoch [5][140/1413] lr: 5.996e-01, eta: 4 days, 5:04:00, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.1362, top5_acc: 0.3224, loss_cls: 4.5176, loss: 4.5176, grad_norm: 0.7991 2020-10-04 09:01:26,498 - mmaction - INFO - Epoch [5][160/1413] lr: 5.996e-01, eta: 4 days, 5:03:21, time: 1.008, data_time: 0.001, memory: 8478, top1_acc: 0.1398, top5_acc: 0.3199, loss_cls: 4.5500, loss: 4.5500, grad_norm: 0.8008 2020-10-04 09:01:46,540 - mmaction - INFO - Epoch [5][180/1413] lr: 5.996e-01, eta: 4 days, 5:02:37, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.1443, top5_acc: 0.3319, loss_cls: 4.4864, loss: 4.4864, grad_norm: 0.7972 2020-10-04 09:02:06,611 - mmaction - INFO - Epoch [5][200/1413] lr: 5.996e-01, eta: 4 days, 5:01:55, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.1337, top5_acc: 0.3247, loss_cls: 4.5223, loss: 4.5223, grad_norm: 0.8026 2020-10-04 09:02:26,667 - mmaction - INFO - Epoch [5][220/1413] lr: 5.996e-01, eta: 4 days, 5:01:12, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1404, top5_acc: 0.3228, loss_cls: 4.5172, loss: 4.5172, grad_norm: 0.8079 2020-10-04 09:02:46,716 - mmaction - INFO - Epoch [5][240/1413] lr: 5.996e-01, eta: 4 days, 5:00:26, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.1400, top5_acc: 0.3243, loss_cls: 4.5241, loss: 4.5241, grad_norm: 0.7791 2020-10-04 09:03:06,735 - mmaction - INFO - Epoch [5][260/1413] lr: 5.996e-01, eta: 4 days, 4:59:41, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.1345, top5_acc: 0.3280, loss_cls: 4.5187, loss: 4.5187, grad_norm: 0.7995 2020-10-04 09:03:26,721 - mmaction - INFO - Epoch [5][280/1413] lr: 5.996e-01, eta: 4 days, 4:58:54, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1348, top5_acc: 0.3279, loss_cls: 4.5176, loss: 4.5176, grad_norm: 0.8000 2020-10-04 09:03:46,745 - mmaction - INFO - Epoch [5][300/1413] lr: 5.996e-01, eta: 4 days, 4:58:10, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.1355, top5_acc: 0.3206, loss_cls: 4.5433, loss: 4.5433, grad_norm: 0.7936 2020-10-04 09:04:06,660 - mmaction - INFO - Epoch [5][320/1413] lr: 5.996e-01, eta: 4 days, 4:57:16, time: 0.994, data_time: 0.001, memory: 8478, top1_acc: 0.1397, top5_acc: 0.3251, loss_cls: 4.5154, loss: 4.5154, grad_norm: 0.7925 2020-10-04 09:04:26,782 - mmaction - INFO - Epoch [5][340/1413] lr: 5.996e-01, eta: 4 days, 4:56:39, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.1431, top5_acc: 0.3353, loss_cls: 4.4571, loss: 4.4571, grad_norm: 0.7991 2020-10-04 09:04:46,837 - mmaction - INFO - Epoch [5][360/1413] lr: 5.996e-01, eta: 4 days, 4:55:54, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.1475, top5_acc: 0.3327, loss_cls: 4.4799, loss: 4.4799, grad_norm: 0.7805 2020-10-04 09:05:06,867 - mmaction - INFO - Epoch [5][380/1413] lr: 5.996e-01, eta: 4 days, 4:55:11, time: 1.002, data_time: 0.004, memory: 8478, top1_acc: 0.1414, top5_acc: 0.3324, loss_cls: 4.4830, loss: 4.4830, grad_norm: 0.8008 2020-10-04 09:05:26,964 - mmaction - INFO - Epoch [5][400/1413] lr: 5.996e-01, eta: 4 days, 4:54:32, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1452, top5_acc: 0.3279, loss_cls: 4.5076, loss: 4.5076, grad_norm: 0.7985 2020-10-04 09:05:46,983 - mmaction - INFO - Epoch [5][420/1413] lr: 5.996e-01, eta: 4 days, 4:53:47, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1375, top5_acc: 0.3285, loss_cls: 4.5282, loss: 4.5282, grad_norm: 0.7839 2020-10-04 09:06:07,082 - mmaction - INFO - Epoch [5][440/1413] lr: 5.996e-01, eta: 4 days, 4:53:08, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.1426, top5_acc: 0.3331, loss_cls: 4.4631, loss: 4.4631, grad_norm: 0.8035 2020-10-04 09:06:27,165 - mmaction - INFO - Epoch [5][460/1413] lr: 5.996e-01, eta: 4 days, 4:52:29, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1324, top5_acc: 0.3182, loss_cls: 4.5183, loss: 4.5183, grad_norm: 0.8058 2020-10-04 09:06:47,167 - mmaction - INFO - Epoch [5][480/1413] lr: 5.996e-01, eta: 4 days, 4:51:43, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.1378, top5_acc: 0.3263, loss_cls: 4.4970, loss: 4.4970, grad_norm: 0.7933 2020-10-04 09:07:07,248 - mmaction - INFO - Epoch [5][500/1413] lr: 5.996e-01, eta: 4 days, 4:51:04, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1457, top5_acc: 0.3339, loss_cls: 4.4909, loss: 4.4909, grad_norm: 0.7926 2020-10-04 09:07:27,296 - mmaction - INFO - Epoch [5][520/1413] lr: 5.996e-01, eta: 4 days, 4:50:20, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.1444, top5_acc: 0.3327, loss_cls: 4.4760, loss: 4.4760, grad_norm: 0.8029 2020-10-04 09:07:47,317 - mmaction - INFO - Epoch [5][540/1413] lr: 5.996e-01, eta: 4 days, 4:49:37, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1389, top5_acc: 0.3268, loss_cls: 4.5226, loss: 4.5226, grad_norm: 0.8025 2020-10-04 09:08:07,397 - mmaction - INFO - Epoch [5][560/1413] lr: 5.996e-01, eta: 4 days, 4:48:57, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.1482, top5_acc: 0.3328, loss_cls: 4.4676, loss: 4.4676, grad_norm: 0.8147 2020-10-04 09:08:27,563 - mmaction - INFO - Epoch [5][580/1413] lr: 5.996e-01, eta: 4 days, 4:48:22, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.1447, top5_acc: 0.3318, loss_cls: 4.4979, loss: 4.4979, grad_norm: 0.8055 2020-10-04 09:08:47,687 - mmaction - INFO - Epoch [5][600/1413] lr: 5.996e-01, eta: 4 days, 4:47:45, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.1423, top5_acc: 0.3355, loss_cls: 4.4839, loss: 4.4839, grad_norm: 0.8074 2020-10-04 09:09:07,740 - mmaction - INFO - Epoch [5][620/1413] lr: 5.996e-01, eta: 4 days, 4:47:03, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.1467, top5_acc: 0.3324, loss_cls: 4.4843, loss: 4.4843, grad_norm: 0.8103 2020-10-04 09:09:27,737 - mmaction - INFO - Epoch [5][640/1413] lr: 5.996e-01, eta: 4 days, 4:46:21, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.1404, top5_acc: 0.3310, loss_cls: 4.4815, loss: 4.4815, grad_norm: 0.7968 2020-10-04 09:09:47,680 - mmaction - INFO - Epoch [5][660/1413] lr: 5.996e-01, eta: 4 days, 4:45:34, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.1465, top5_acc: 0.3367, loss_cls: 4.4901, loss: 4.4901, grad_norm: 0.8003 2020-10-04 09:10:07,854 - mmaction - INFO - Epoch [5][680/1413] lr: 5.996e-01, eta: 4 days, 4:44:59, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.1409, top5_acc: 0.3233, loss_cls: 4.5324, loss: 4.5324, grad_norm: 0.8124 2020-10-04 09:10:27,794 - mmaction - INFO - Epoch [5][700/1413] lr: 5.996e-01, eta: 4 days, 4:44:13, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.1358, top5_acc: 0.3176, loss_cls: 4.5130, loss: 4.5130, grad_norm: 0.7954 2020-10-04 09:10:47,807 - mmaction - INFO - Epoch [5][720/1413] lr: 5.996e-01, eta: 4 days, 4:43:30, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1421, top5_acc: 0.3310, loss_cls: 4.4570, loss: 4.4570, grad_norm: 0.7976 2020-10-04 09:11:07,857 - mmaction - INFO - Epoch [5][740/1413] lr: 5.996e-01, eta: 4 days, 4:42:51, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.1372, top5_acc: 0.3249, loss_cls: 4.5217, loss: 4.5217, grad_norm: 0.8046 2020-10-04 09:11:27,906 - mmaction - INFO - Epoch [5][760/1413] lr: 5.996e-01, eta: 4 days, 4:42:10, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.1462, top5_acc: 0.3314, loss_cls: 4.4956, loss: 4.4956, grad_norm: 0.8070 2020-10-04 09:11:47,953 - mmaction - INFO - Epoch [5][780/1413] lr: 5.996e-01, eta: 4 days, 4:41:28, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1398, top5_acc: 0.3276, loss_cls: 4.5153, loss: 4.5153, grad_norm: 0.7827 2020-10-04 09:12:08,067 - mmaction - INFO - Epoch [5][800/1413] lr: 5.996e-01, eta: 4 days, 4:40:52, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.1461, top5_acc: 0.3457, loss_cls: 4.4460, loss: 4.4460, grad_norm: 0.7982 2020-10-04 09:12:28,129 - mmaction - INFO - Epoch [5][820/1413] lr: 5.996e-01, eta: 4 days, 4:40:13, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.1514, top5_acc: 0.3310, loss_cls: 4.4405, loss: 4.4405, grad_norm: 0.8140 2020-10-04 09:12:48,183 - mmaction - INFO - Epoch [5][840/1413] lr: 5.996e-01, eta: 4 days, 4:39:34, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.1477, top5_acc: 0.3337, loss_cls: 4.4930, loss: 4.4930, grad_norm: 0.8091 2020-10-04 09:13:08,296 - mmaction - INFO - Epoch [5][860/1413] lr: 5.996e-01, eta: 4 days, 4:38:59, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.1434, top5_acc: 0.3415, loss_cls: 4.4346, loss: 4.4346, grad_norm: 0.8211 2020-10-04 09:13:28,326 - mmaction - INFO - Epoch [5][880/1413] lr: 5.996e-01, eta: 4 days, 4:38:17, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1514, top5_acc: 0.3405, loss_cls: 4.4582, loss: 4.4582, grad_norm: 0.8104 2020-10-04 09:13:48,362 - mmaction - INFO - Epoch [5][900/1413] lr: 5.996e-01, eta: 4 days, 4:37:37, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.1430, top5_acc: 0.3376, loss_cls: 4.4540, loss: 4.4540, grad_norm: 0.8061 2020-10-04 09:14:08,385 - mmaction - INFO - Epoch [5][920/1413] lr: 5.996e-01, eta: 4 days, 4:36:57, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.1453, top5_acc: 0.3289, loss_cls: 4.5013, loss: 4.5013, grad_norm: 0.8059 2020-10-04 09:14:28,425 - mmaction - INFO - Epoch [5][940/1413] lr: 5.996e-01, eta: 4 days, 4:36:18, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1388, top5_acc: 0.3311, loss_cls: 4.4757, loss: 4.4757, grad_norm: 0.8122 2020-10-04 09:14:48,453 - mmaction - INFO - Epoch [5][960/1413] lr: 5.996e-01, eta: 4 days, 4:35:38, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.1451, top5_acc: 0.3309, loss_cls: 4.4790, loss: 4.4790, grad_norm: 0.8048 2020-10-04 09:15:08,502 - mmaction - INFO - Epoch [5][980/1413] lr: 5.996e-01, eta: 4 days, 4:34:58, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.1504, top5_acc: 0.3427, loss_cls: 4.4649, loss: 4.4649, grad_norm: 0.8188 2020-10-04 09:15:28,540 - mmaction - INFO - Epoch [5][1000/1413] lr: 5.996e-01, eta: 4 days, 4:34:20, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.1516, top5_acc: 0.3388, loss_cls: 4.4646, loss: 4.4646, grad_norm: 0.8083 2020-10-04 09:15:48,486 - mmaction - INFO - Epoch [5][1020/1413] lr: 5.996e-01, eta: 4 days, 4:33:34, time: 0.996, data_time: 0.001, memory: 8478, top1_acc: 0.1456, top5_acc: 0.3400, loss_cls: 4.4703, loss: 4.4703, grad_norm: 0.8098 2020-10-04 09:16:08,500 - mmaction - INFO - Epoch [5][1040/1413] lr: 5.996e-01, eta: 4 days, 4:32:54, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.1448, top5_acc: 0.3319, loss_cls: 4.4880, loss: 4.4880, grad_norm: 0.8196 2020-10-04 09:16:28,586 - mmaction - INFO - Epoch [5][1060/1413] lr: 5.996e-01, eta: 4 days, 4:32:17, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.1520, top5_acc: 0.3396, loss_cls: 4.4495, loss: 4.4495, grad_norm: 0.8128 2020-10-04 09:16:48,590 - mmaction - INFO - Epoch [5][1080/1413] lr: 5.996e-01, eta: 4 days, 4:31:36, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.1444, top5_acc: 0.3368, loss_cls: 4.4627, loss: 4.4627, grad_norm: 0.8152 2020-10-04 09:17:08,696 - mmaction - INFO - Epoch [5][1100/1413] lr: 5.996e-01, eta: 4 days, 4:31:02, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.1419, top5_acc: 0.3299, loss_cls: 4.4939, loss: 4.4939, grad_norm: 0.7933 2020-10-04 09:17:28,893 - mmaction - INFO - Epoch [5][1120/1413] lr: 5.996e-01, eta: 4 days, 4:30:30, time: 1.009, data_time: 0.002, memory: 8478, top1_acc: 0.1477, top5_acc: 0.3298, loss_cls: 4.4646, loss: 4.4646, grad_norm: 0.8074 2020-10-04 09:17:48,864 - mmaction - INFO - Epoch [5][1140/1413] lr: 5.996e-01, eta: 4 days, 4:29:50, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1523, top5_acc: 0.3410, loss_cls: 4.4394, loss: 4.4394, grad_norm: 0.8095 2020-10-04 09:18:08,936 - mmaction - INFO - Epoch [5][1160/1413] lr: 5.996e-01, eta: 4 days, 4:29:12, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.1508, top5_acc: 0.3311, loss_cls: 4.4588, loss: 4.4588, grad_norm: 0.8031 2020-10-04 09:18:28,965 - mmaction - INFO - Epoch [5][1180/1413] lr: 5.996e-01, eta: 4 days, 4:28:33, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1529, top5_acc: 0.3363, loss_cls: 4.4209, loss: 4.4209, grad_norm: 0.8140 2020-10-04 09:18:48,983 - mmaction - INFO - Epoch [5][1200/1413] lr: 5.996e-01, eta: 4 days, 4:27:54, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.1535, top5_acc: 0.3457, loss_cls: 4.4266, loss: 4.4266, grad_norm: 0.8059 2020-10-04 09:19:09,010 - mmaction - INFO - Epoch [5][1220/1413] lr: 5.996e-01, eta: 4 days, 4:27:15, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1478, top5_acc: 0.3404, loss_cls: 4.4388, loss: 4.4388, grad_norm: 0.8228 2020-10-04 09:19:29,018 - mmaction - INFO - Epoch [5][1240/1413] lr: 5.996e-01, eta: 4 days, 4:26:35, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.1458, top5_acc: 0.3355, loss_cls: 4.4537, loss: 4.4537, grad_norm: 0.8194 2020-10-04 09:19:49,063 - mmaction - INFO - Epoch [5][1260/1413] lr: 5.996e-01, eta: 4 days, 4:25:58, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.1453, top5_acc: 0.3402, loss_cls: 4.4321, loss: 4.4321, grad_norm: 0.8055 2020-10-04 09:20:09,129 - mmaction - INFO - Epoch [5][1280/1413] lr: 5.996e-01, eta: 4 days, 4:25:22, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1585, top5_acc: 0.3566, loss_cls: 4.3783, loss: 4.3783, grad_norm: 0.8288 2020-10-04 09:20:29,110 - mmaction - INFO - Epoch [5][1300/1413] lr: 5.996e-01, eta: 4 days, 4:24:41, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.1563, top5_acc: 0.3452, loss_cls: 4.3972, loss: 4.3972, grad_norm: 0.8235 2020-10-04 09:20:49,184 - mmaction - INFO - Epoch [5][1320/1413] lr: 5.996e-01, eta: 4 days, 4:24:06, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1500, top5_acc: 0.3492, loss_cls: 4.4022, loss: 4.4022, grad_norm: 0.8311 2020-10-04 09:21:09,201 - mmaction - INFO - Epoch [5][1340/1413] lr: 5.996e-01, eta: 4 days, 4:23:27, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.1401, top5_acc: 0.3333, loss_cls: 4.4620, loss: 4.4620, grad_norm: 0.8170 2020-10-04 09:21:29,195 - mmaction - INFO - Epoch [5][1360/1413] lr: 5.996e-01, eta: 4 days, 4:22:46, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.1508, top5_acc: 0.3495, loss_cls: 4.4114, loss: 4.4114, grad_norm: 0.8128 2020-10-04 09:21:49,260 - mmaction - INFO - Epoch [5][1380/1413] lr: 5.996e-01, eta: 4 days, 4:22:10, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.1527, top5_acc: 0.3424, loss_cls: 4.4113, loss: 4.4113, grad_norm: 0.8229 2020-10-04 09:22:09,274 - mmaction - INFO - Epoch [5][1400/1413] lr: 5.996e-01, eta: 4 days, 4:21:32, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1496, top5_acc: 0.3398, loss_cls: 4.4265, loss: 4.4265, grad_norm: 0.8207 2020-10-04 09:23:18,830 - mmaction - INFO - Epoch [6][20/1413] lr: 5.994e-01, eta: 4 days, 4:38:47, time: 2.747, data_time: 1.740, memory: 8478, top1_acc: 0.1504, top5_acc: 0.3415, loss_cls: 4.4207, loss: 4.4207, grad_norm: 0.8386 2020-10-04 09:23:38,631 - mmaction - INFO - Epoch [6][40/1413] lr: 5.994e-01, eta: 4 days, 4:37:53, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1583, top5_acc: 0.3465, loss_cls: 4.3809, loss: 4.3809, grad_norm: 0.8197 2020-10-04 09:23:58,612 - mmaction - INFO - Epoch [6][60/1413] lr: 5.994e-01, eta: 4 days, 4:37:10, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.1535, top5_acc: 0.3461, loss_cls: 4.4049, loss: 4.4049, grad_norm: 0.8241 2020-10-04 09:24:18,643 - mmaction - INFO - Epoch [6][80/1413] lr: 5.994e-01, eta: 4 days, 4:36:31, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.1572, top5_acc: 0.3486, loss_cls: 4.3946, loss: 4.3946, grad_norm: 0.8345 2020-10-04 09:24:38,730 - mmaction - INFO - Epoch [6][100/1413] lr: 5.994e-01, eta: 4 days, 4:35:53, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.1493, top5_acc: 0.3409, loss_cls: 4.4031, loss: 4.4031, grad_norm: 0.8102 2020-10-04 09:24:58,759 - mmaction - INFO - Epoch [6][120/1413] lr: 5.994e-01, eta: 4 days, 4:35:14, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.1466, top5_acc: 0.3445, loss_cls: 4.4104, loss: 4.4104, grad_norm: 0.8326 2020-10-04 09:25:18,775 - mmaction - INFO - Epoch [6][140/1413] lr: 5.994e-01, eta: 4 days, 4:34:31, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.1561, top5_acc: 0.3406, loss_cls: 4.4067, loss: 4.4067, grad_norm: 0.8065 2020-10-04 09:25:38,880 - mmaction - INFO - Epoch [6][160/1413] lr: 5.994e-01, eta: 4 days, 4:33:57, time: 1.007, data_time: 0.004, memory: 8478, top1_acc: 0.1530, top5_acc: 0.3487, loss_cls: 4.3907, loss: 4.3907, grad_norm: 0.8252 2020-10-04 09:25:58,883 - mmaction - INFO - Epoch [6][180/1413] lr: 5.994e-01, eta: 4 days, 4:33:16, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.1552, top5_acc: 0.3423, loss_cls: 4.3974, loss: 4.3974, grad_norm: 0.8270 2020-10-04 09:26:19,027 - mmaction - INFO - Epoch [6][200/1413] lr: 5.994e-01, eta: 4 days, 4:32:41, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.1611, top5_acc: 0.3564, loss_cls: 4.3799, loss: 4.3799, grad_norm: 0.8112 2020-10-04 09:26:38,990 - mmaction - INFO - Epoch [6][220/1413] lr: 5.994e-01, eta: 4 days, 4:31:58, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.1587, top5_acc: 0.3505, loss_cls: 4.3652, loss: 4.3652, grad_norm: 0.8315 2020-10-04 09:26:58,986 - mmaction - INFO - Epoch [6][240/1413] lr: 5.994e-01, eta: 4 days, 4:31:18, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1464, top5_acc: 0.3370, loss_cls: 4.4215, loss: 4.4215, grad_norm: 0.8196 2020-10-04 09:27:18,971 - mmaction - INFO - Epoch [6][260/1413] lr: 5.994e-01, eta: 4 days, 4:30:37, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1536, top5_acc: 0.3458, loss_cls: 4.4197, loss: 4.4197, grad_norm: 0.8208 2020-10-04 09:27:38,957 - mmaction - INFO - Epoch [6][280/1413] lr: 5.994e-01, eta: 4 days, 4:29:54, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.1568, top5_acc: 0.3583, loss_cls: 4.3785, loss: 4.3785, grad_norm: 0.8138 2020-10-04 09:27:59,061 - mmaction - INFO - Epoch [6][300/1413] lr: 5.994e-01, eta: 4 days, 4:29:19, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1551, top5_acc: 0.3437, loss_cls: 4.4189, loss: 4.4189, grad_norm: 0.8150 2020-10-04 09:28:18,983 - mmaction - INFO - Epoch [6][320/1413] lr: 5.994e-01, eta: 4 days, 4:28:34, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.1542, top5_acc: 0.3488, loss_cls: 4.4073, loss: 4.4073, grad_norm: 0.8233 2020-10-04 09:28:38,950 - mmaction - INFO - Epoch [6][340/1413] lr: 5.994e-01, eta: 4 days, 4:27:53, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.1632, top5_acc: 0.3522, loss_cls: 4.3871, loss: 4.3871, grad_norm: 0.8236 2020-10-04 09:28:58,938 - mmaction - INFO - Epoch [6][360/1413] lr: 5.994e-01, eta: 4 days, 4:27:12, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.1510, top5_acc: 0.3419, loss_cls: 4.4189, loss: 4.4189, grad_norm: 0.8305 2020-10-04 09:29:18,925 - mmaction - INFO - Epoch [6][380/1413] lr: 5.994e-01, eta: 4 days, 4:26:31, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.1600, top5_acc: 0.3552, loss_cls: 4.3722, loss: 4.3722, grad_norm: 0.8168 2020-10-04 09:29:38,982 - mmaction - INFO - Epoch [6][400/1413] lr: 5.994e-01, eta: 4 days, 4:25:53, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.1522, top5_acc: 0.3398, loss_cls: 4.4368, loss: 4.4368, grad_norm: 0.8238 2020-10-04 09:29:59,044 - mmaction - INFO - Epoch [6][420/1413] lr: 5.994e-01, eta: 4 days, 4:25:16, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.1464, top5_acc: 0.3508, loss_cls: 4.4152, loss: 4.4152, grad_norm: 0.8275 2020-10-04 09:30:20,042 - mmaction - INFO - Epoch [6][440/1413] lr: 5.994e-01, eta: 4 days, 4:25:24, time: 1.051, data_time: 0.003, memory: 8478, top1_acc: 0.1484, top5_acc: 0.3491, loss_cls: 4.4100, loss: 4.4100, grad_norm: 0.8203 2020-10-04 09:30:40,116 - mmaction - INFO - Epoch [6][460/1413] lr: 5.994e-01, eta: 4 days, 4:24:48, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1570, top5_acc: 0.3445, loss_cls: 4.3913, loss: 4.3913, grad_norm: 0.8225 2020-10-04 09:31:00,156 - mmaction - INFO - Epoch [6][480/1413] lr: 5.994e-01, eta: 4 days, 4:24:11, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1527, top5_acc: 0.3509, loss_cls: 4.4094, loss: 4.4094, grad_norm: 0.8312 2020-10-04 09:31:20,243 - mmaction - INFO - Epoch [6][500/1413] lr: 5.994e-01, eta: 4 days, 4:23:34, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.1496, top5_acc: 0.3423, loss_cls: 4.4343, loss: 4.4343, grad_norm: 0.8213 2020-10-04 09:31:40,253 - mmaction - INFO - Epoch [6][520/1413] lr: 5.994e-01, eta: 4 days, 4:22:56, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.1561, top5_acc: 0.3566, loss_cls: 4.3516, loss: 4.3516, grad_norm: 0.8321 2020-10-04 09:32:00,317 - mmaction - INFO - Epoch [6][540/1413] lr: 5.994e-01, eta: 4 days, 4:22:19, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1590, top5_acc: 0.3487, loss_cls: 4.3809, loss: 4.3809, grad_norm: 0.8312 2020-10-04 09:32:20,389 - mmaction - INFO - Epoch [6][560/1413] lr: 5.994e-01, eta: 4 days, 4:21:44, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1624, top5_acc: 0.3685, loss_cls: 4.3205, loss: 4.3205, grad_norm: 0.8364 2020-10-04 09:32:40,473 - mmaction - INFO - Epoch [6][580/1413] lr: 5.994e-01, eta: 4 days, 4:21:07, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.1569, top5_acc: 0.3600, loss_cls: 4.3519, loss: 4.3519, grad_norm: 0.8317 2020-10-04 09:33:00,458 - mmaction - INFO - Epoch [6][600/1413] lr: 5.994e-01, eta: 4 days, 4:20:28, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.1523, top5_acc: 0.3490, loss_cls: 4.4013, loss: 4.4013, grad_norm: 0.8234 2020-10-04 09:33:20,552 - mmaction - INFO - Epoch [6][620/1413] lr: 5.994e-01, eta: 4 days, 4:19:53, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1510, top5_acc: 0.3462, loss_cls: 4.4251, loss: 4.4251, grad_norm: 0.8297 2020-10-04 09:33:40,593 - mmaction - INFO - Epoch [6][640/1413] lr: 5.994e-01, eta: 4 days, 4:19:15, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1624, top5_acc: 0.3516, loss_cls: 4.4010, loss: 4.4010, grad_norm: 0.8305 2020-10-04 09:34:00,623 - mmaction - INFO - Epoch [6][660/1413] lr: 5.994e-01, eta: 4 days, 4:18:39, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.1500, top5_acc: 0.3408, loss_cls: 4.4132, loss: 4.4132, grad_norm: 0.8291 2020-10-04 09:34:20,669 - mmaction - INFO - Epoch [6][680/1413] lr: 5.994e-01, eta: 4 days, 4:18:02, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.1602, top5_acc: 0.3536, loss_cls: 4.3675, loss: 4.3675, grad_norm: 0.8328 2020-10-04 09:34:40,777 - mmaction - INFO - Epoch [6][700/1413] lr: 5.994e-01, eta: 4 days, 4:17:28, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.1535, top5_acc: 0.3510, loss_cls: 4.3870, loss: 4.3870, grad_norm: 0.8307 2020-10-04 09:35:00,773 - mmaction - INFO - Epoch [6][720/1413] lr: 5.994e-01, eta: 4 days, 4:16:49, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.1525, top5_acc: 0.3486, loss_cls: 4.3783, loss: 4.3783, grad_norm: 0.8490 2020-10-04 09:35:20,929 - mmaction - INFO - Epoch [6][740/1413] lr: 5.994e-01, eta: 4 days, 4:16:18, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.1552, top5_acc: 0.3423, loss_cls: 4.3933, loss: 4.3933, grad_norm: 0.8341 2020-10-04 09:35:41,030 - mmaction - INFO - Epoch [6][760/1413] lr: 5.994e-01, eta: 4 days, 4:15:43, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1589, top5_acc: 0.3523, loss_cls: 4.3573, loss: 4.3573, grad_norm: 0.8258 2020-10-04 09:36:01,132 - mmaction - INFO - Epoch [6][780/1413] lr: 5.994e-01, eta: 4 days, 4:15:10, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.1632, top5_acc: 0.3549, loss_cls: 4.3553, loss: 4.3553, grad_norm: 0.8284 2020-10-04 09:36:21,244 - mmaction - INFO - Epoch [6][800/1413] lr: 5.994e-01, eta: 4 days, 4:14:36, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.1497, top5_acc: 0.3493, loss_cls: 4.4094, loss: 4.4094, grad_norm: 0.8379 2020-10-04 09:36:41,205 - mmaction - INFO - Epoch [6][820/1413] lr: 5.994e-01, eta: 4 days, 4:13:56, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.1615, top5_acc: 0.3487, loss_cls: 4.3767, loss: 4.3767, grad_norm: 0.8277 2020-10-04 09:37:01,163 - mmaction - INFO - Epoch [6][840/1413] lr: 5.994e-01, eta: 4 days, 4:13:16, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.1561, top5_acc: 0.3547, loss_cls: 4.4025, loss: 4.4025, grad_norm: 0.8355 2020-10-04 09:37:21,224 - mmaction - INFO - Epoch [6][860/1413] lr: 5.994e-01, eta: 4 days, 4:12:41, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.1586, top5_acc: 0.3509, loss_cls: 4.4033, loss: 4.4033, grad_norm: 0.8264 2020-10-04 09:37:41,199 - mmaction - INFO - Epoch [6][880/1413] lr: 5.994e-01, eta: 4 days, 4:12:02, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.1569, top5_acc: 0.3514, loss_cls: 4.3696, loss: 4.3696, grad_norm: 0.8226 2020-10-04 09:38:01,235 - mmaction - INFO - Epoch [6][900/1413] lr: 5.994e-01, eta: 4 days, 4:11:27, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1615, top5_acc: 0.3536, loss_cls: 4.3749, loss: 4.3749, grad_norm: 0.8266 2020-10-04 09:38:21,306 - mmaction - INFO - Epoch [6][920/1413] lr: 5.994e-01, eta: 4 days, 4:10:52, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.1540, top5_acc: 0.3503, loss_cls: 4.3600, loss: 4.3600, grad_norm: 0.8428 2020-10-04 09:38:41,375 - mmaction - INFO - Epoch [6][940/1413] lr: 5.994e-01, eta: 4 days, 4:10:17, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1589, top5_acc: 0.3487, loss_cls: 4.3887, loss: 4.3887, grad_norm: 0.8390 2020-10-04 09:39:01,379 - mmaction - INFO - Epoch [6][960/1413] lr: 5.994e-01, eta: 4 days, 4:09:39, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1573, top5_acc: 0.3512, loss_cls: 4.3938, loss: 4.3938, grad_norm: 0.8339 2020-10-04 09:39:21,363 - mmaction - INFO - Epoch [6][980/1413] lr: 5.994e-01, eta: 4 days, 4:09:02, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.1618, top5_acc: 0.3549, loss_cls: 4.3747, loss: 4.3747, grad_norm: 0.8472 2020-10-04 09:39:41,436 - mmaction - INFO - Epoch [6][1000/1413] lr: 5.994e-01, eta: 4 days, 4:08:28, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.1560, top5_acc: 0.3539, loss_cls: 4.3565, loss: 4.3565, grad_norm: 0.8337 2020-10-04 09:40:01,517 - mmaction - INFO - Epoch [6][1020/1413] lr: 5.994e-01, eta: 4 days, 4:07:53, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.1529, top5_acc: 0.3488, loss_cls: 4.3721, loss: 4.3721, grad_norm: 0.8427 2020-10-04 09:40:21,666 - mmaction - INFO - Epoch [6][1040/1413] lr: 5.994e-01, eta: 4 days, 4:07:23, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.1526, top5_acc: 0.3557, loss_cls: 4.3506, loss: 4.3506, grad_norm: 0.8263 2020-10-04 09:40:41,678 - mmaction - INFO - Epoch [6][1060/1413] lr: 5.994e-01, eta: 4 days, 4:06:46, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1595, top5_acc: 0.3518, loss_cls: 4.3628, loss: 4.3628, grad_norm: 0.8452 2020-10-04 09:41:01,789 - mmaction - INFO - Epoch [6][1080/1413] lr: 5.994e-01, eta: 4 days, 4:06:15, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.1525, top5_acc: 0.3560, loss_cls: 4.3711, loss: 4.3711, grad_norm: 0.8453 2020-10-04 09:41:21,941 - mmaction - INFO - Epoch [6][1100/1413] lr: 5.994e-01, eta: 4 days, 4:05:44, time: 1.007, data_time: 0.001, memory: 8478, top1_acc: 0.1600, top5_acc: 0.3590, loss_cls: 4.3219, loss: 4.3219, grad_norm: 0.8456 2020-10-04 09:41:42,041 - mmaction - INFO - Epoch [6][1120/1413] lr: 5.994e-01, eta: 4 days, 4:05:11, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.1626, top5_acc: 0.3551, loss_cls: 4.3477, loss: 4.3477, grad_norm: 0.8455 2020-10-04 09:42:02,091 - mmaction - INFO - Epoch [6][1140/1413] lr: 5.994e-01, eta: 4 days, 4:04:36, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1605, top5_acc: 0.3568, loss_cls: 4.3586, loss: 4.3586, grad_norm: 0.8348 2020-10-04 09:42:22,075 - mmaction - INFO - Epoch [6][1160/1413] lr: 5.994e-01, eta: 4 days, 4:03:58, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.1583, top5_acc: 0.3655, loss_cls: 4.2969, loss: 4.2969, grad_norm: 0.8301 2020-10-04 09:42:42,140 - mmaction - INFO - Epoch [6][1180/1413] lr: 5.994e-01, eta: 4 days, 4:03:26, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.1674, top5_acc: 0.3702, loss_cls: 4.2807, loss: 4.2807, grad_norm: 0.8439 2020-10-04 09:43:02,263 - mmaction - INFO - Epoch [6][1200/1413] lr: 5.994e-01, eta: 4 days, 4:02:53, time: 1.005, data_time: 0.001, memory: 8478, top1_acc: 0.1579, top5_acc: 0.3536, loss_cls: 4.3757, loss: 4.3757, grad_norm: 0.8416 2020-10-04 09:43:22,343 - mmaction - INFO - Epoch [6][1220/1413] lr: 5.994e-01, eta: 4 days, 4:02:19, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.1596, top5_acc: 0.3548, loss_cls: 4.3671, loss: 4.3671, grad_norm: 0.8248 2020-10-04 09:43:42,426 - mmaction - INFO - Epoch [6][1240/1413] lr: 5.994e-01, eta: 4 days, 4:01:46, time: 1.005, data_time: 0.004, memory: 8478, top1_acc: 0.1591, top5_acc: 0.3607, loss_cls: 4.3411, loss: 4.3411, grad_norm: 0.8379 2020-10-04 09:44:02,419 - mmaction - INFO - Epoch [6][1260/1413] lr: 5.994e-01, eta: 4 days, 4:01:10, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.1591, top5_acc: 0.3587, loss_cls: 4.3524, loss: 4.3524, grad_norm: 0.8192 2020-10-04 09:44:22,458 - mmaction - INFO - Epoch [6][1280/1413] lr: 5.994e-01, eta: 4 days, 4:00:35, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1629, top5_acc: 0.3553, loss_cls: 4.3388, loss: 4.3388, grad_norm: 0.8375 2020-10-04 09:44:42,504 - mmaction - INFO - Epoch [6][1300/1413] lr: 5.994e-01, eta: 4 days, 4:00:01, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.1655, top5_acc: 0.3625, loss_cls: 4.3479, loss: 4.3479, grad_norm: 0.8507 2020-10-04 09:45:02,662 - mmaction - INFO - Epoch [6][1320/1413] lr: 5.994e-01, eta: 4 days, 3:59:32, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.1598, top5_acc: 0.3656, loss_cls: 4.3149, loss: 4.3149, grad_norm: 0.8411 2020-10-04 09:45:22,662 - mmaction - INFO - Epoch [6][1340/1413] lr: 5.994e-01, eta: 4 days, 3:58:55, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.1600, top5_acc: 0.3590, loss_cls: 4.3443, loss: 4.3443, grad_norm: 0.8307 2020-10-04 09:45:42,701 - mmaction - INFO - Epoch [6][1360/1413] lr: 5.994e-01, eta: 4 days, 3:58:21, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.1576, top5_acc: 0.3570, loss_cls: 4.3482, loss: 4.3482, grad_norm: 0.8377 2020-10-04 09:46:02,712 - mmaction - INFO - Epoch [6][1380/1413] lr: 5.994e-01, eta: 4 days, 3:57:45, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1688, top5_acc: 0.3668, loss_cls: 4.3054, loss: 4.3054, grad_norm: 0.8337 2020-10-04 09:46:22,792 - mmaction - INFO - Epoch [6][1400/1413] lr: 5.994e-01, eta: 4 days, 3:57:13, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.1620, top5_acc: 0.3622, loss_cls: 4.3301, loss: 4.3301, grad_norm: 0.8436 2020-10-04 09:47:26,691 - mmaction - INFO - Epoch [7][20/1413] lr: 5.992e-01, eta: 4 days, 4:08:33, time: 2.538, data_time: 1.464, memory: 8478, top1_acc: 0.1607, top5_acc: 0.3630, loss_cls: 4.3409, loss: 4.3409, grad_norm: 0.8401 2020-10-04 09:47:46,451 - mmaction - INFO - Epoch [7][40/1413] lr: 5.992e-01, eta: 4 days, 4:07:45, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.1648, top5_acc: 0.3711, loss_cls: 4.2854, loss: 4.2854, grad_norm: 0.8396 2020-10-04 09:48:06,518 - mmaction - INFO - Epoch [7][60/1413] lr: 5.992e-01, eta: 4 days, 4:07:11, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.1650, top5_acc: 0.3699, loss_cls: 4.3044, loss: 4.3044, grad_norm: 0.8465 2020-10-04 09:48:26,582 - mmaction - INFO - Epoch [7][80/1413] lr: 5.992e-01, eta: 4 days, 4:06:36, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1613, top5_acc: 0.3540, loss_cls: 4.3490, loss: 4.3490, grad_norm: 0.8448 2020-10-04 09:48:46,664 - mmaction - INFO - Epoch [7][100/1413] lr: 5.992e-01, eta: 4 days, 4:06:02, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1642, top5_acc: 0.3684, loss_cls: 4.3102, loss: 4.3102, grad_norm: 0.8286 2020-10-04 09:49:06,747 - mmaction - INFO - Epoch [7][120/1413] lr: 5.992e-01, eta: 4 days, 4:05:28, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1641, top5_acc: 0.3635, loss_cls: 4.3595, loss: 4.3595, grad_norm: 0.8605 2020-10-04 09:49:26,817 - mmaction - INFO - Epoch [7][140/1413] lr: 5.992e-01, eta: 4 days, 4:04:54, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.1568, top5_acc: 0.3669, loss_cls: 4.3186, loss: 4.3186, grad_norm: 0.8528 2020-10-04 09:49:46,937 - mmaction - INFO - Epoch [7][160/1413] lr: 5.992e-01, eta: 4 days, 4:04:22, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.1574, top5_acc: 0.3590, loss_cls: 4.3423, loss: 4.3423, grad_norm: 0.8362 2020-10-04 09:50:07,028 - mmaction - INFO - Epoch [7][180/1413] lr: 5.992e-01, eta: 4 days, 4:03:48, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.1691, top5_acc: 0.3664, loss_cls: 4.2960, loss: 4.2960, grad_norm: 0.8594 2020-10-04 09:50:26,977 - mmaction - INFO - Epoch [7][200/1413] lr: 5.992e-01, eta: 4 days, 4:03:10, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.1603, top5_acc: 0.3680, loss_cls: 4.3126, loss: 4.3126, grad_norm: 0.8550 2020-10-04 09:50:47,219 - mmaction - INFO - Epoch [7][220/1413] lr: 5.992e-01, eta: 4 days, 4:02:42, time: 1.011, data_time: 0.001, memory: 8478, top1_acc: 0.1638, top5_acc: 0.3691, loss_cls: 4.2991, loss: 4.2991, grad_norm: 0.8468 2020-10-04 09:51:07,281 - mmaction - INFO - Epoch [7][240/1413] lr: 5.992e-01, eta: 4 days, 4:02:09, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.1547, top5_acc: 0.3526, loss_cls: 4.3646, loss: 4.3646, grad_norm: 0.8551 2020-10-04 09:51:27,452 - mmaction - INFO - Epoch [7][260/1413] lr: 5.992e-01, eta: 4 days, 4:01:39, time: 1.009, data_time: 0.002, memory: 8478, top1_acc: 0.1543, top5_acc: 0.3484, loss_cls: 4.3693, loss: 4.3693, grad_norm: 0.8479 2020-10-04 09:51:47,483 - mmaction - INFO - Epoch [7][280/1413] lr: 5.992e-01, eta: 4 days, 4:01:03, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1681, top5_acc: 0.3659, loss_cls: 4.3225, loss: 4.3225, grad_norm: 0.8305 2020-10-04 09:52:07,508 - mmaction - INFO - Epoch [7][300/1413] lr: 5.992e-01, eta: 4 days, 4:00:27, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1658, top5_acc: 0.3701, loss_cls: 4.2898, loss: 4.2898, grad_norm: 0.8660 2020-10-04 09:52:27,510 - mmaction - INFO - Epoch [7][320/1413] lr: 5.992e-01, eta: 4 days, 3:59:52, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.1628, top5_acc: 0.3618, loss_cls: 4.3394, loss: 4.3394, grad_norm: 0.8580 2020-10-04 09:52:47,576 - mmaction - INFO - Epoch [7][340/1413] lr: 5.992e-01, eta: 4 days, 3:59:18, time: 1.003, data_time: 0.001, memory: 8478, top1_acc: 0.1630, top5_acc: 0.3663, loss_cls: 4.3109, loss: 4.3109, grad_norm: 0.8487 2020-10-04 09:53:07,602 - mmaction - INFO - Epoch [7][360/1413] lr: 5.992e-01, eta: 4 days, 3:58:42, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.1669, top5_acc: 0.3607, loss_cls: 4.3351, loss: 4.3351, grad_norm: 0.8422 2020-10-04 09:53:27,525 - mmaction - INFO - Epoch [7][380/1413] lr: 5.992e-01, eta: 4 days, 3:58:03, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.1691, top5_acc: 0.3647, loss_cls: 4.3433, loss: 4.3433, grad_norm: 0.8463 2020-10-04 09:53:47,502 - mmaction - INFO - Epoch [7][400/1413] lr: 5.992e-01, eta: 4 days, 3:57:25, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.1678, top5_acc: 0.3663, loss_cls: 4.3091, loss: 4.3091, grad_norm: 0.8496 2020-10-04 09:54:07,541 - mmaction - INFO - Epoch [7][420/1413] lr: 5.992e-01, eta: 4 days, 3:56:51, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.1673, top5_acc: 0.3611, loss_cls: 4.3081, loss: 4.3081, grad_norm: 0.8522 2020-10-04 09:54:27,601 - mmaction - INFO - Epoch [7][440/1413] lr: 5.992e-01, eta: 4 days, 3:56:17, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1607, top5_acc: 0.3656, loss_cls: 4.3089, loss: 4.3089, grad_norm: 0.8514 2020-10-04 09:54:47,772 - mmaction - INFO - Epoch [7][460/1413] lr: 5.992e-01, eta: 4 days, 3:55:47, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.1634, top5_acc: 0.3568, loss_cls: 4.3520, loss: 4.3520, grad_norm: 0.8440 2020-10-04 09:55:07,779 - mmaction - INFO - Epoch [7][480/1413] lr: 5.992e-01, eta: 4 days, 3:55:13, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.1695, top5_acc: 0.3658, loss_cls: 4.2978, loss: 4.2978, grad_norm: 0.8508 2020-10-04 09:55:27,814 - mmaction - INFO - Epoch [7][500/1413] lr: 5.992e-01, eta: 4 days, 3:54:38, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.1697, top5_acc: 0.3737, loss_cls: 4.3111, loss: 4.3111, grad_norm: 0.8517 2020-10-04 09:55:47,780 - mmaction - INFO - Epoch [7][520/1413] lr: 5.992e-01, eta: 4 days, 3:54:01, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.1738, top5_acc: 0.3755, loss_cls: 4.2597, loss: 4.2597, grad_norm: 0.8488 2020-10-04 09:56:07,808 - mmaction - INFO - Epoch [7][540/1413] lr: 5.992e-01, eta: 4 days, 3:53:27, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.1678, top5_acc: 0.3641, loss_cls: 4.3233, loss: 4.3233, grad_norm: 0.8445 2020-10-04 09:56:27,935 - mmaction - INFO - Epoch [7][560/1413] lr: 5.992e-01, eta: 4 days, 3:52:56, time: 1.006, data_time: 0.001, memory: 8478, top1_acc: 0.1635, top5_acc: 0.3665, loss_cls: 4.3013, loss: 4.3013, grad_norm: 0.8467 2020-10-04 09:56:48,068 - mmaction - INFO - Epoch [7][580/1413] lr: 5.992e-01, eta: 4 days, 3:52:25, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.1663, top5_acc: 0.3693, loss_cls: 4.2987, loss: 4.2987, grad_norm: 0.8536 2020-10-04 09:57:08,064 - mmaction - INFO - Epoch [7][600/1413] lr: 5.992e-01, eta: 4 days, 3:51:50, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1656, top5_acc: 0.3632, loss_cls: 4.3241, loss: 4.3241, grad_norm: 0.8566 2020-10-04 09:57:28,057 - mmaction - INFO - Epoch [7][620/1413] lr: 5.992e-01, eta: 4 days, 3:51:13, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.1615, top5_acc: 0.3625, loss_cls: 4.3576, loss: 4.3576, grad_norm: 0.8430 2020-10-04 09:57:48,160 - mmaction - INFO - Epoch [7][640/1413] lr: 5.992e-01, eta: 4 days, 3:50:43, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.1703, top5_acc: 0.3587, loss_cls: 4.3363, loss: 4.3363, grad_norm: 0.8356 2020-10-04 09:58:08,177 - mmaction - INFO - Epoch [7][660/1413] lr: 5.992e-01, eta: 4 days, 3:50:07, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1655, top5_acc: 0.3740, loss_cls: 4.2866, loss: 4.2866, grad_norm: 0.8515 2020-10-04 09:58:28,189 - mmaction - INFO - Epoch [7][680/1413] lr: 5.992e-01, eta: 4 days, 3:49:32, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1693, top5_acc: 0.3674, loss_cls: 4.3020, loss: 4.3020, grad_norm: 0.8532 2020-10-04 09:58:48,266 - mmaction - INFO - Epoch [7][700/1413] lr: 5.992e-01, eta: 4 days, 3:49:00, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.1628, top5_acc: 0.3656, loss_cls: 4.3264, loss: 4.3264, grad_norm: 0.8471 2020-10-04 09:59:08,276 - mmaction - INFO - Epoch [7][720/1413] lr: 5.992e-01, eta: 4 days, 3:48:26, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.1663, top5_acc: 0.3637, loss_cls: 4.3148, loss: 4.3148, grad_norm: 0.8365 2020-10-04 09:59:28,309 - mmaction - INFO - Epoch [7][740/1413] lr: 5.992e-01, eta: 4 days, 3:47:52, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.1716, top5_acc: 0.3758, loss_cls: 4.2707, loss: 4.2707, grad_norm: 0.8493 2020-10-04 09:59:48,392 - mmaction - INFO - Epoch [7][760/1413] lr: 5.992e-01, eta: 4 days, 3:47:20, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.1706, top5_acc: 0.3691, loss_cls: 4.3164, loss: 4.3164, grad_norm: 0.8433 2020-10-04 10:00:10,808 - mmaction - INFO - Epoch [7][780/1413] lr: 5.992e-01, eta: 4 days, 3:48:18, time: 1.121, data_time: 0.002, memory: 8478, top1_acc: 0.1714, top5_acc: 0.3720, loss_cls: 4.2846, loss: 4.2846, grad_norm: 0.8607 2020-10-04 10:00:30,832 - mmaction - INFO - Epoch [7][800/1413] lr: 5.992e-01, eta: 4 days, 3:47:42, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1699, top5_acc: 0.3719, loss_cls: 4.2937, loss: 4.2937, grad_norm: 0.8693 2020-10-04 10:00:50,959 - mmaction - INFO - Epoch [7][820/1413] lr: 5.992e-01, eta: 4 days, 3:47:12, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.1600, top5_acc: 0.3552, loss_cls: 4.3576, loss: 4.3576, grad_norm: 0.8491 2020-10-04 10:01:10,978 - mmaction - INFO - Epoch [7][840/1413] lr: 5.992e-01, eta: 4 days, 3:46:38, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.1652, top5_acc: 0.3712, loss_cls: 4.2883, loss: 4.2883, grad_norm: 0.8547 2020-10-04 10:01:31,100 - mmaction - INFO - Epoch [7][860/1413] lr: 5.992e-01, eta: 4 days, 3:46:08, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.1716, top5_acc: 0.3760, loss_cls: 4.2559, loss: 4.2559, grad_norm: 0.8587 2020-10-04 10:01:51,237 - mmaction - INFO - Epoch [7][880/1413] lr: 5.992e-01, eta: 4 days, 3:45:38, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.1618, top5_acc: 0.3621, loss_cls: 4.3474, loss: 4.3474, grad_norm: 0.8411 2020-10-04 10:02:11,422 - mmaction - INFO - Epoch [7][900/1413] lr: 5.992e-01, eta: 4 days, 3:45:09, time: 1.008, data_time: 0.003, memory: 8478, top1_acc: 0.1672, top5_acc: 0.3708, loss_cls: 4.2849, loss: 4.2849, grad_norm: 0.8522 2020-10-04 10:02:31,435 - mmaction - INFO - Epoch [7][920/1413] lr: 5.992e-01, eta: 4 days, 3:44:36, time: 1.002, data_time: 0.004, memory: 8478, top1_acc: 0.1661, top5_acc: 0.3801, loss_cls: 4.2854, loss: 4.2854, grad_norm: 0.8538 2020-10-04 10:02:51,531 - mmaction - INFO - Epoch [7][940/1413] lr: 5.992e-01, eta: 4 days, 3:44:05, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.1716, top5_acc: 0.3740, loss_cls: 4.2738, loss: 4.2738, grad_norm: 0.8491 2020-10-04 10:03:11,471 - mmaction - INFO - Epoch [7][960/1413] lr: 5.992e-01, eta: 4 days, 3:43:28, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.1777, top5_acc: 0.3794, loss_cls: 4.2521, loss: 4.2521, grad_norm: 0.8573 2020-10-04 10:03:31,638 - mmaction - INFO - Epoch [7][980/1413] lr: 5.992e-01, eta: 4 days, 3:42:59, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.1669, top5_acc: 0.3650, loss_cls: 4.2942, loss: 4.2942, grad_norm: 0.8496 2020-10-04 10:03:51,685 - mmaction - INFO - Epoch [7][1000/1413] lr: 5.992e-01, eta: 4 days, 3:42:27, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.1734, top5_acc: 0.3711, loss_cls: 4.2878, loss: 4.2878, grad_norm: 0.8539 2020-10-04 10:04:11,731 - mmaction - INFO - Epoch [7][1020/1413] lr: 5.992e-01, eta: 4 days, 3:41:54, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1689, top5_acc: 0.3659, loss_cls: 4.2827, loss: 4.2827, grad_norm: 0.8422 2020-10-04 10:04:31,739 - mmaction - INFO - Epoch [7][1040/1413] lr: 5.992e-01, eta: 4 days, 3:41:20, time: 1.001, data_time: 0.003, memory: 8478, top1_acc: 0.1695, top5_acc: 0.3689, loss_cls: 4.2966, loss: 4.2966, grad_norm: 0.8581 2020-10-04 10:04:51,810 - mmaction - INFO - Epoch [7][1060/1413] lr: 5.992e-01, eta: 4 days, 3:40:48, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1632, top5_acc: 0.3585, loss_cls: 4.3551, loss: 4.3551, grad_norm: 0.8462 2020-10-04 10:05:11,802 - mmaction - INFO - Epoch [7][1080/1413] lr: 5.992e-01, eta: 4 days, 3:40:13, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.1770, top5_acc: 0.3763, loss_cls: 4.2639, loss: 4.2639, grad_norm: 0.8569 2020-10-04 10:05:31,982 - mmaction - INFO - Epoch [7][1100/1413] lr: 5.992e-01, eta: 4 days, 3:39:46, time: 1.009, data_time: 0.003, memory: 8478, top1_acc: 0.1737, top5_acc: 0.3803, loss_cls: 4.2705, loss: 4.2705, grad_norm: 0.8654 2020-10-04 10:05:52,063 - mmaction - INFO - Epoch [7][1120/1413] lr: 5.992e-01, eta: 4 days, 3:39:15, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1646, top5_acc: 0.3668, loss_cls: 4.3178, loss: 4.3178, grad_norm: 0.8605 2020-10-04 10:06:12,114 - mmaction - INFO - Epoch [7][1140/1413] lr: 5.992e-01, eta: 4 days, 3:38:42, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.1693, top5_acc: 0.3659, loss_cls: 4.2941, loss: 4.2941, grad_norm: 0.8658 2020-10-04 10:06:32,081 - mmaction - INFO - Epoch [7][1160/1413] lr: 5.992e-01, eta: 4 days, 3:38:07, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.1694, top5_acc: 0.3712, loss_cls: 4.2935, loss: 4.2935, grad_norm: 0.8519 2020-10-04 10:06:52,112 - mmaction - INFO - Epoch [7][1180/1413] lr: 5.992e-01, eta: 4 days, 3:37:34, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1691, top5_acc: 0.3715, loss_cls: 4.2734, loss: 4.2734, grad_norm: 0.8538 2020-10-04 10:07:12,188 - mmaction - INFO - Epoch [7][1200/1413] lr: 5.992e-01, eta: 4 days, 3:37:02, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.1698, top5_acc: 0.3728, loss_cls: 4.3096, loss: 4.3096, grad_norm: 0.8428 2020-10-04 10:07:32,208 - mmaction - INFO - Epoch [7][1220/1413] lr: 5.992e-01, eta: 4 days, 3:36:31, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.1638, top5_acc: 0.3655, loss_cls: 4.3303, loss: 4.3303, grad_norm: 0.8366 2020-10-04 10:07:52,284 - mmaction - INFO - Epoch [7][1240/1413] lr: 5.992e-01, eta: 4 days, 3:35:58, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.1678, top5_acc: 0.3704, loss_cls: 4.2617, loss: 4.2617, grad_norm: 0.8654 2020-10-04 10:08:12,308 - mmaction - INFO - Epoch [7][1260/1413] lr: 5.992e-01, eta: 4 days, 3:35:26, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.1710, top5_acc: 0.3703, loss_cls: 4.2675, loss: 4.2675, grad_norm: 0.8537 2020-10-04 10:08:32,384 - mmaction - INFO - Epoch [7][1280/1413] lr: 5.992e-01, eta: 4 days, 3:34:55, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.1708, top5_acc: 0.3813, loss_cls: 4.2479, loss: 4.2479, grad_norm: 0.8473 2020-10-04 10:08:52,480 - mmaction - INFO - Epoch [7][1300/1413] lr: 5.992e-01, eta: 4 days, 3:34:24, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.1736, top5_acc: 0.3750, loss_cls: 4.2516, loss: 4.2516, grad_norm: 0.8718 2020-10-04 10:09:12,596 - mmaction - INFO - Epoch [7][1320/1413] lr: 5.992e-01, eta: 4 days, 3:33:54, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1674, top5_acc: 0.3645, loss_cls: 4.3119, loss: 4.3119, grad_norm: 0.8598 2020-10-04 10:09:32,650 - mmaction - INFO - Epoch [7][1340/1413] lr: 5.992e-01, eta: 4 days, 3:33:23, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.1633, top5_acc: 0.3574, loss_cls: 4.3325, loss: 4.3325, grad_norm: 0.8605 2020-10-04 10:09:52,731 - mmaction - INFO - Epoch [7][1360/1413] lr: 5.992e-01, eta: 4 days, 3:32:52, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.1760, top5_acc: 0.3786, loss_cls: 4.2514, loss: 4.2514, grad_norm: 0.8450 2020-10-04 10:10:12,660 - mmaction - INFO - Epoch [7][1380/1413] lr: 5.992e-01, eta: 4 days, 3:32:17, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.1780, top5_acc: 0.3845, loss_cls: 4.2283, loss: 4.2283, grad_norm: 0.8605 2020-10-04 10:10:32,758 - mmaction - INFO - Epoch [7][1400/1413] lr: 5.992e-01, eta: 4 days, 3:31:47, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1712, top5_acc: 0.3687, loss_cls: 4.2833, loss: 4.2833, grad_norm: 0.8698 2020-10-04 10:11:42,054 - mmaction - INFO - Epoch [8][20/1413] lr: 5.989e-01, eta: 4 days, 3:43:38, time: 2.729, data_time: 1.559, memory: 8478, top1_acc: 0.1674, top5_acc: 0.3628, loss_cls: 4.3020, loss: 4.3020, grad_norm: 0.8715 2020-10-04 10:12:01,782 - mmaction - INFO - Epoch [8][40/1413] lr: 5.989e-01, eta: 4 days, 3:42:54, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.1730, top5_acc: 0.3741, loss_cls: 4.2936, loss: 4.2936, grad_norm: 0.8552 2020-10-04 10:12:21,831 - mmaction - INFO - Epoch [8][60/1413] lr: 5.989e-01, eta: 4 days, 3:42:20, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.1729, top5_acc: 0.3819, loss_cls: 4.2657, loss: 4.2657, grad_norm: 0.8575 2020-10-04 10:12:41,803 - mmaction - INFO - Epoch [8][80/1413] lr: 5.989e-01, eta: 4 days, 3:41:45, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.1747, top5_acc: 0.3836, loss_cls: 4.2209, loss: 4.2209, grad_norm: 0.8539 2020-10-04 10:13:01,828 - mmaction - INFO - Epoch [8][100/1413] lr: 5.989e-01, eta: 4 days, 3:41:10, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1797, top5_acc: 0.3806, loss_cls: 4.2217, loss: 4.2217, grad_norm: 0.8733 2020-10-04 10:13:21,916 - mmaction - INFO - Epoch [8][120/1413] lr: 5.989e-01, eta: 4 days, 3:40:40, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.1721, top5_acc: 0.3803, loss_cls: 4.2463, loss: 4.2463, grad_norm: 0.8718 2020-10-04 10:13:41,965 - mmaction - INFO - Epoch [8][140/1413] lr: 5.989e-01, eta: 4 days, 3:40:07, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1708, top5_acc: 0.3753, loss_cls: 4.2618, loss: 4.2618, grad_norm: 0.8739 2020-10-04 10:14:01,969 - mmaction - INFO - Epoch [8][160/1413] lr: 5.989e-01, eta: 4 days, 3:39:32, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.1727, top5_acc: 0.3753, loss_cls: 4.2553, loss: 4.2553, grad_norm: 0.8507 2020-10-04 10:14:22,111 - mmaction - INFO - Epoch [8][180/1413] lr: 5.989e-01, eta: 4 days, 3:39:02, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.1669, top5_acc: 0.3698, loss_cls: 4.2843, loss: 4.2843, grad_norm: 0.8634 2020-10-04 10:14:42,161 - mmaction - INFO - Epoch [8][200/1413] lr: 5.989e-01, eta: 4 days, 3:38:30, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.1725, top5_acc: 0.3741, loss_cls: 4.2762, loss: 4.2762, grad_norm: 0.8609 2020-10-04 10:15:02,123 - mmaction - INFO - Epoch [8][220/1413] lr: 5.989e-01, eta: 4 days, 3:37:54, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.1766, top5_acc: 0.3866, loss_cls: 4.2406, loss: 4.2406, grad_norm: 0.8601 2020-10-04 10:15:22,262 - mmaction - INFO - Epoch [8][240/1413] lr: 5.989e-01, eta: 4 days, 3:37:24, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.1673, top5_acc: 0.3697, loss_cls: 4.3103, loss: 4.3103, grad_norm: 0.8755 2020-10-04 10:15:42,306 - mmaction - INFO - Epoch [8][260/1413] lr: 5.989e-01, eta: 4 days, 3:36:52, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.1668, top5_acc: 0.3647, loss_cls: 4.2907, loss: 4.2907, grad_norm: 0.8667 2020-10-04 10:16:02,321 - mmaction - INFO - Epoch [8][280/1413] lr: 5.989e-01, eta: 4 days, 3:36:18, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.1771, top5_acc: 0.3738, loss_cls: 4.2774, loss: 4.2774, grad_norm: 0.8605 2020-10-04 10:16:22,277 - mmaction - INFO - Epoch [8][300/1413] lr: 5.989e-01, eta: 4 days, 3:35:43, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.1689, top5_acc: 0.3746, loss_cls: 4.2986, loss: 4.2986, grad_norm: 0.8645 2020-10-04 10:16:42,337 - mmaction - INFO - Epoch [8][320/1413] lr: 5.989e-01, eta: 4 days, 3:35:10, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.1737, top5_acc: 0.3839, loss_cls: 4.2355, loss: 4.2355, grad_norm: 0.8476 2020-10-04 10:17:02,466 - mmaction - INFO - Epoch [8][340/1413] lr: 5.989e-01, eta: 4 days, 3:34:40, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.1712, top5_acc: 0.3677, loss_cls: 4.2754, loss: 4.2754, grad_norm: 0.8562 2020-10-04 10:17:22,575 - mmaction - INFO - Epoch [8][360/1413] lr: 5.989e-01, eta: 4 days, 3:34:11, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.1785, top5_acc: 0.3874, loss_cls: 4.2206, loss: 4.2206, grad_norm: 0.8586 2020-10-04 10:17:42,657 - mmaction - INFO - Epoch [8][380/1413] lr: 5.989e-01, eta: 4 days, 3:33:39, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1697, top5_acc: 0.3707, loss_cls: 4.2723, loss: 4.2723, grad_norm: 0.8624 2020-10-04 10:18:02,763 - mmaction - INFO - Epoch [8][400/1413] lr: 5.989e-01, eta: 4 days, 3:33:09, time: 1.007, data_time: 0.003, memory: 8478, top1_acc: 0.1777, top5_acc: 0.3846, loss_cls: 4.2215, loss: 4.2215, grad_norm: 0.8784 2020-10-04 10:18:22,824 - mmaction - INFO - Epoch [8][420/1413] lr: 5.989e-01, eta: 4 days, 3:32:37, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1792, top5_acc: 0.3799, loss_cls: 4.2342, loss: 4.2342, grad_norm: 0.8611 2020-10-04 10:18:42,945 - mmaction - INFO - Epoch [8][440/1413] lr: 5.989e-01, eta: 4 days, 3:32:07, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1751, top5_acc: 0.3900, loss_cls: 4.2448, loss: 4.2448, grad_norm: 0.8724 2020-10-04 10:19:02,987 - mmaction - INFO - Epoch [8][460/1413] lr: 5.989e-01, eta: 4 days, 3:31:35, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1734, top5_acc: 0.3772, loss_cls: 4.2594, loss: 4.2594, grad_norm: 0.8765 2020-10-04 10:19:22,987 - mmaction - INFO - Epoch [8][480/1413] lr: 5.989e-01, eta: 4 days, 3:31:02, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1733, top5_acc: 0.3831, loss_cls: 4.2374, loss: 4.2374, grad_norm: 0.8633 2020-10-04 10:19:43,056 - mmaction - INFO - Epoch [8][500/1413] lr: 5.989e-01, eta: 4 days, 3:30:30, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1747, top5_acc: 0.3871, loss_cls: 4.2151, loss: 4.2151, grad_norm: 0.8700 2020-10-04 10:20:03,178 - mmaction - INFO - Epoch [8][520/1413] lr: 5.989e-01, eta: 4 days, 3:29:59, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.1758, top5_acc: 0.3815, loss_cls: 4.2208, loss: 4.2208, grad_norm: 0.8705 2020-10-04 10:20:23,208 - mmaction - INFO - Epoch [8][540/1413] lr: 5.989e-01, eta: 4 days, 3:29:27, time: 1.003, data_time: 0.004, memory: 8478, top1_acc: 0.1704, top5_acc: 0.3747, loss_cls: 4.2633, loss: 4.2633, grad_norm: 0.8508 2020-10-04 10:20:43,236 - mmaction - INFO - Epoch [8][560/1413] lr: 5.989e-01, eta: 4 days, 3:28:55, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.1781, top5_acc: 0.3797, loss_cls: 4.2318, loss: 4.2318, grad_norm: 0.8619 2020-10-04 10:21:03,352 - mmaction - INFO - Epoch [8][580/1413] lr: 5.989e-01, eta: 4 days, 3:28:25, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1685, top5_acc: 0.3676, loss_cls: 4.2974, loss: 4.2974, grad_norm: 0.8649 2020-10-04 10:21:23,366 - mmaction - INFO - Epoch [8][600/1413] lr: 5.989e-01, eta: 4 days, 3:27:53, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.1798, top5_acc: 0.3814, loss_cls: 4.2272, loss: 4.2272, grad_norm: 0.8751 2020-10-04 10:21:43,566 - mmaction - INFO - Epoch [8][620/1413] lr: 5.989e-01, eta: 4 days, 3:27:26, time: 1.010, data_time: 0.002, memory: 8478, top1_acc: 0.1741, top5_acc: 0.3775, loss_cls: 4.2330, loss: 4.2330, grad_norm: 0.8618 2020-10-04 10:22:03,727 - mmaction - INFO - Epoch [8][640/1413] lr: 5.989e-01, eta: 4 days, 3:26:57, time: 1.007, data_time: 0.002, memory: 8478, top1_acc: 0.1682, top5_acc: 0.3746, loss_cls: 4.2717, loss: 4.2717, grad_norm: 0.8783 2020-10-04 10:22:23,766 - mmaction - INFO - Epoch [8][660/1413] lr: 5.989e-01, eta: 4 days, 3:26:26, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.1820, top5_acc: 0.3865, loss_cls: 4.2276, loss: 4.2276, grad_norm: 0.8623 2020-10-04 10:22:43,857 - mmaction - INFO - Epoch [8][680/1413] lr: 5.989e-01, eta: 4 days, 3:25:56, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1702, top5_acc: 0.3701, loss_cls: 4.2869, loss: 4.2869, grad_norm: 0.8590 2020-10-04 10:23:03,887 - mmaction - INFO - Epoch [8][700/1413] lr: 5.989e-01, eta: 4 days, 3:25:23, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.1728, top5_acc: 0.3797, loss_cls: 4.2464, loss: 4.2464, grad_norm: 0.8718 2020-10-04 10:23:24,064 - mmaction - INFO - Epoch [8][720/1413] lr: 5.989e-01, eta: 4 days, 3:24:56, time: 1.009, data_time: 0.002, memory: 8478, top1_acc: 0.1668, top5_acc: 0.3665, loss_cls: 4.2837, loss: 4.2837, grad_norm: 0.8436 2020-10-04 10:23:44,035 - mmaction - INFO - Epoch [8][740/1413] lr: 5.989e-01, eta: 4 days, 3:24:22, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.1753, top5_acc: 0.3802, loss_cls: 4.2693, loss: 4.2693, grad_norm: 0.8700 2020-10-04 10:24:04,096 - mmaction - INFO - Epoch [8][760/1413] lr: 5.989e-01, eta: 4 days, 3:23:51, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1750, top5_acc: 0.3764, loss_cls: 4.2417, loss: 4.2417, grad_norm: 0.8664 2020-10-04 10:24:24,196 - mmaction - INFO - Epoch [8][780/1413] lr: 5.989e-01, eta: 4 days, 3:23:21, time: 1.006, data_time: 0.003, memory: 8478, top1_acc: 0.1695, top5_acc: 0.3732, loss_cls: 4.2683, loss: 4.2683, grad_norm: 0.8691 2020-10-04 10:24:44,215 - mmaction - INFO - Epoch [8][800/1413] lr: 5.989e-01, eta: 4 days, 3:22:48, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1780, top5_acc: 0.3751, loss_cls: 4.2575, loss: 4.2575, grad_norm: 0.8670 2020-10-04 10:25:04,258 - mmaction - INFO - Epoch [8][820/1413] lr: 5.989e-01, eta: 4 days, 3:22:17, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.1686, top5_acc: 0.3793, loss_cls: 4.2388, loss: 4.2388, grad_norm: 0.8444 2020-10-04 10:25:24,422 - mmaction - INFO - Epoch [8][840/1413] lr: 5.989e-01, eta: 4 days, 3:21:50, time: 1.010, data_time: 0.003, memory: 8478, top1_acc: 0.1814, top5_acc: 0.3848, loss_cls: 4.1933, loss: 4.1933, grad_norm: 0.8616 2020-10-04 10:25:44,474 - mmaction - INFO - Epoch [8][860/1413] lr: 5.989e-01, eta: 4 days, 3:21:18, time: 1.001, data_time: 0.001, memory: 8478, top1_acc: 0.1767, top5_acc: 0.3868, loss_cls: 4.2029, loss: 4.2029, grad_norm: 0.8838 2020-10-04 10:26:04,527 - mmaction - INFO - Epoch [8][880/1413] lr: 5.989e-01, eta: 4 days, 3:20:47, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.1775, top5_acc: 0.3771, loss_cls: 4.2719, loss: 4.2719, grad_norm: 0.8714 2020-10-04 10:26:24,569 - mmaction - INFO - Epoch [8][900/1413] lr: 5.989e-01, eta: 4 days, 3:20:16, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1688, top5_acc: 0.3647, loss_cls: 4.3007, loss: 4.3007, grad_norm: 0.8606 2020-10-04 10:26:44,782 - mmaction - INFO - Epoch [8][920/1413] lr: 5.989e-01, eta: 4 days, 3:19:50, time: 1.010, data_time: 0.002, memory: 8478, top1_acc: 0.1732, top5_acc: 0.3797, loss_cls: 4.2527, loss: 4.2527, grad_norm: 0.8711 2020-10-04 10:27:04,834 - mmaction - INFO - Epoch [8][940/1413] lr: 5.989e-01, eta: 4 days, 3:19:19, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.1746, top5_acc: 0.3755, loss_cls: 4.2139, loss: 4.2139, grad_norm: 0.8804 2020-10-04 10:27:24,871 - mmaction - INFO - Epoch [8][960/1413] lr: 5.989e-01, eta: 4 days, 3:18:48, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.1750, top5_acc: 0.3796, loss_cls: 4.2600, loss: 4.2600, grad_norm: 0.8788 2020-10-04 10:27:44,889 - mmaction - INFO - Epoch [8][980/1413] lr: 5.989e-01, eta: 4 days, 3:18:15, time: 1.000, data_time: 0.003, memory: 8478, top1_acc: 0.1665, top5_acc: 0.3669, loss_cls: 4.2966, loss: 4.2966, grad_norm: 0.8718 2020-10-04 10:28:04,912 - mmaction - INFO - Epoch [8][1000/1413] lr: 5.989e-01, eta: 4 days, 3:17:44, time: 1.003, data_time: 0.003, memory: 8478, top1_acc: 0.1716, top5_acc: 0.3790, loss_cls: 4.2202, loss: 4.2202, grad_norm: 0.8650 2020-10-04 10:28:24,963 - mmaction - INFO - Epoch [8][1020/1413] lr: 5.989e-01, eta: 4 days, 3:17:13, time: 1.002, data_time: 0.001, memory: 8478, top1_acc: 0.1730, top5_acc: 0.3806, loss_cls: 4.2444, loss: 4.2444, grad_norm: 0.8646 2020-10-04 10:28:45,013 - mmaction - INFO - Epoch [8][1040/1413] lr: 5.989e-01, eta: 4 days, 3:16:42, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.1771, top5_acc: 0.3855, loss_cls: 4.2238, loss: 4.2238, grad_norm: 0.8743 2020-10-04 10:29:05,090 - mmaction - INFO - Epoch [8][1060/1413] lr: 5.989e-01, eta: 4 days, 3:16:12, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.1734, top5_acc: 0.3753, loss_cls: 4.2728, loss: 4.2728, grad_norm: 0.8667 2020-10-04 10:29:25,213 - mmaction - INFO - Epoch [8][1080/1413] lr: 5.989e-01, eta: 4 days, 3:15:43, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1693, top5_acc: 0.3751, loss_cls: 4.2702, loss: 4.2702, grad_norm: 0.8619 2020-10-04 10:29:45,269 - mmaction - INFO - Epoch [8][1100/1413] lr: 5.989e-01, eta: 4 days, 3:15:13, time: 1.004, data_time: 0.003, memory: 8478, top1_acc: 0.1831, top5_acc: 0.3878, loss_cls: 4.2100, loss: 4.2100, grad_norm: 0.8634 2020-10-04 10:30:05,442 - mmaction - INFO - Epoch [8][1120/1413] lr: 5.989e-01, eta: 4 days, 3:14:46, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.1638, top5_acc: 0.3703, loss_cls: 4.2839, loss: 4.2839, grad_norm: 0.8720 2020-10-04 10:30:26,354 - mmaction - INFO - Epoch [8][1140/1413] lr: 5.989e-01, eta: 4 days, 3:14:43, time: 1.046, data_time: 0.003, memory: 8478, top1_acc: 0.1747, top5_acc: 0.3809, loss_cls: 4.2276, loss: 4.2276, grad_norm: 0.8529 2020-10-04 10:30:46,355 - mmaction - INFO - Epoch [8][1160/1413] lr: 5.989e-01, eta: 4 days, 3:14:11, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.1764, top5_acc: 0.3835, loss_cls: 4.2083, loss: 4.2083, grad_norm: 0.8753 2020-10-04 10:31:06,455 - mmaction - INFO - Epoch [8][1180/1413] lr: 5.989e-01, eta: 4 days, 3:13:41, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1714, top5_acc: 0.3671, loss_cls: 4.2798, loss: 4.2798, grad_norm: 0.8629 2020-10-04 10:31:26,514 - mmaction - INFO - Epoch [8][1200/1413] lr: 5.989e-01, eta: 4 days, 3:13:11, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1759, top5_acc: 0.3833, loss_cls: 4.2225, loss: 4.2225, grad_norm: 0.8712 2020-10-04 10:31:46,661 - mmaction - INFO - Epoch [8][1220/1413] lr: 5.989e-01, eta: 4 days, 3:12:43, time: 1.006, data_time: 0.002, memory: 8478, top1_acc: 0.1673, top5_acc: 0.3770, loss_cls: 4.2512, loss: 4.2512, grad_norm: 0.8769 2020-10-04 10:32:06,769 - mmaction - INFO - Epoch [8][1240/1413] lr: 5.989e-01, eta: 4 days, 3:12:14, time: 1.006, data_time: 0.004, memory: 8478, top1_acc: 0.1728, top5_acc: 0.3822, loss_cls: 4.2275, loss: 4.2275, grad_norm: 0.8490 2020-10-04 10:32:26,827 - mmaction - INFO - Epoch [8][1260/1413] lr: 5.989e-01, eta: 4 days, 3:11:45, time: 1.005, data_time: 0.003, memory: 8478, top1_acc: 0.1758, top5_acc: 0.3883, loss_cls: 4.2480, loss: 4.2480, grad_norm: 0.8743 2020-10-04 10:32:46,949 - mmaction - INFO - Epoch [8][1280/1413] lr: 5.989e-01, eta: 4 days, 3:11:16, time: 1.004, data_time: 0.001, memory: 8478, top1_acc: 0.1721, top5_acc: 0.3750, loss_cls: 4.2588, loss: 4.2588, grad_norm: 0.8648 2020-10-04 10:33:06,979 - mmaction - INFO - Epoch [8][1300/1413] lr: 5.989e-01, eta: 4 days, 3:10:45, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.1757, top5_acc: 0.3730, loss_cls: 4.2789, loss: 4.2789, grad_norm: 0.8653 2020-10-04 10:33:27,071 - mmaction - INFO - Epoch [8][1320/1413] lr: 5.989e-01, eta: 4 days, 3:10:17, time: 1.005, data_time: 0.002, memory: 8478, top1_acc: 0.1758, top5_acc: 0.3831, loss_cls: 4.2372, loss: 4.2372, grad_norm: 0.8728 2020-10-04 10:33:47,082 - mmaction - INFO - Epoch [8][1340/1413] lr: 5.989e-01, eta: 4 days, 3:09:43, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.1754, top5_acc: 0.3792, loss_cls: 4.2445, loss: 4.2445, grad_norm: 0.8673 2020-10-04 10:34:07,113 - mmaction - INFO - Epoch [8][1360/1413] lr: 5.989e-01, eta: 4 days, 3:09:13, time: 1.003, data_time: 0.004, memory: 8478, top1_acc: 0.1763, top5_acc: 0.3828, loss_cls: 4.2267, loss: 4.2267, grad_norm: 0.8796 2020-10-04 10:34:27,196 - mmaction - INFO - Epoch [8][1380/1413] lr: 5.989e-01, eta: 4 days, 3:08:44, time: 1.004, data_time: 0.002, memory: 8478, top1_acc: 0.1743, top5_acc: 0.3757, loss_cls: 4.2502, loss: 4.2502, grad_norm: 0.8758 2020-10-04 10:34:47,259 - mmaction - INFO - Epoch [8][1400/1413] lr: 5.989e-01, eta: 4 days, 3:08:14, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1766, top5_acc: 0.3868, loss_cls: 4.2012, loss: 4.2012, grad_norm: 0.8752 2020-10-04 10:35:00,576 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-10-04 10:36:23,223 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-04 10:36:25,746 - mmaction - INFO - top1_acc 0.1712 top5_acc 0.3736 2020-10-04 10:36:25,747 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-04 10:36:25,865 - mmaction - INFO - mean_acc 0.1710 2020-10-04 10:36:25,866 - mmaction - INFO - Now best checkpoint is epoch_8.pth 2020-10-04 10:36:25,884 - mmaction - INFO - Epoch(val) [8][1413] top1_acc: 0.1712, top5_acc: 0.3736, mean_class_accuracy: 0.1710 2020-10-04 10:37:11,535 - mmaction - INFO - Epoch [9][20/1413] lr: 5.986e-01, eta: 4 days, 3:13:52, time: 2.281, data_time: 1.224, memory: 8478, top1_acc: 0.1741, top5_acc: 0.3815, loss_cls: 4.2287, loss: 4.2287, grad_norm: 0.8763 2020-10-04 10:37:30,933 - mmaction - INFO - Epoch [9][40/1413] lr: 5.986e-01, eta: 4 days, 3:13:01, time: 0.970, data_time: 0.002, memory: 8478, top1_acc: 0.1827, top5_acc: 0.3911, loss_cls: 4.1660, loss: 4.1660, grad_norm: 0.8744 2020-10-04 10:37:50,535 - mmaction - INFO - Epoch [9][60/1413] lr: 5.986e-01, eta: 4 days, 3:12:17, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.1876, top5_acc: 0.3965, loss_cls: 4.1695, loss: 4.1695, grad_norm: 0.8768 2020-10-04 10:38:10,290 - mmaction - INFO - Epoch [9][80/1413] lr: 5.986e-01, eta: 4 days, 3:11:37, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1710, top5_acc: 0.3771, loss_cls: 4.2607, loss: 4.2607, grad_norm: 0.8800 2020-10-04 10:38:29,985 - mmaction - INFO - Epoch [9][100/1413] lr: 5.986e-01, eta: 4 days, 3:10:55, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.1737, top5_acc: 0.3716, loss_cls: 4.2589, loss: 4.2589, grad_norm: 0.8622 2020-10-04 10:38:49,671 - mmaction - INFO - Epoch [9][120/1413] lr: 5.986e-01, eta: 4 days, 3:10:14, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.1764, top5_acc: 0.3862, loss_cls: 4.1954, loss: 4.1954, grad_norm: 0.8944 2020-10-04 10:39:09,443 - mmaction - INFO - Epoch [9][140/1413] lr: 5.986e-01, eta: 4 days, 3:09:34, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.1833, top5_acc: 0.3861, loss_cls: 4.2190, loss: 4.2190, grad_norm: 0.8850 2020-10-04 10:39:29,165 - mmaction - INFO - Epoch [9][160/1413] lr: 5.986e-01, eta: 4 days, 3:08:54, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1807, top5_acc: 0.3982, loss_cls: 4.1927, loss: 4.1927, grad_norm: 0.8792 2020-10-04 10:39:48,916 - mmaction - INFO - Epoch [9][180/1413] lr: 5.986e-01, eta: 4 days, 3:08:14, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1823, top5_acc: 0.3841, loss_cls: 4.2212, loss: 4.2212, grad_norm: 0.8794 2020-10-04 10:40:08,614 - mmaction - INFO - Epoch [9][200/1413] lr: 5.986e-01, eta: 4 days, 3:07:33, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1809, top5_acc: 0.3846, loss_cls: 4.1774, loss: 4.1774, grad_norm: 0.8818 2020-10-04 10:40:28,346 - mmaction - INFO - Epoch [9][220/1413] lr: 5.986e-01, eta: 4 days, 3:06:53, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1789, top5_acc: 0.3776, loss_cls: 4.2281, loss: 4.2281, grad_norm: 0.8836 2020-10-04 10:40:48,016 - mmaction - INFO - Epoch [9][240/1413] lr: 5.986e-01, eta: 4 days, 3:06:11, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1758, top5_acc: 0.3788, loss_cls: 4.2198, loss: 4.2198, grad_norm: 0.8720 2020-10-04 10:41:07,755 - mmaction - INFO - Epoch [9][260/1413] lr: 5.986e-01, eta: 4 days, 3:05:32, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1836, top5_acc: 0.3901, loss_cls: 4.1885, loss: 4.1885, grad_norm: 0.8910 2020-10-04 10:41:27,364 - mmaction - INFO - Epoch [9][280/1413] lr: 5.986e-01, eta: 4 days, 3:04:48, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.1779, top5_acc: 0.3768, loss_cls: 4.2498, loss: 4.2498, grad_norm: 0.8880 2020-10-04 10:41:47,071 - mmaction - INFO - Epoch [9][300/1413] lr: 5.986e-01, eta: 4 days, 3:04:07, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.1783, top5_acc: 0.3859, loss_cls: 4.2083, loss: 4.2083, grad_norm: 0.8761 2020-10-04 10:42:06,760 - mmaction - INFO - Epoch [9][320/1413] lr: 5.986e-01, eta: 4 days, 3:03:26, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.1824, top5_acc: 0.3895, loss_cls: 4.2032, loss: 4.2032, grad_norm: 0.8767 2020-10-04 10:42:26,439 - mmaction - INFO - Epoch [9][340/1413] lr: 5.986e-01, eta: 4 days, 3:02:45, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.1802, top5_acc: 0.3911, loss_cls: 4.1931, loss: 4.1931, grad_norm: 0.8820 2020-10-04 10:42:46,136 - mmaction - INFO - Epoch [9][360/1413] lr: 5.986e-01, eta: 4 days, 3:02:05, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1862, top5_acc: 0.3857, loss_cls: 4.1792, loss: 4.1792, grad_norm: 0.8694 2020-10-04 10:43:05,783 - mmaction - INFO - Epoch [9][380/1413] lr: 5.986e-01, eta: 4 days, 3:01:23, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1762, top5_acc: 0.3884, loss_cls: 4.2218, loss: 4.2218, grad_norm: 0.8799 2020-10-04 10:43:25,606 - mmaction - INFO - Epoch [9][400/1413] lr: 5.986e-01, eta: 4 days, 3:00:46, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.1866, top5_acc: 0.4020, loss_cls: 4.1829, loss: 4.1829, grad_norm: 0.8800 2020-10-04 10:43:45,424 - mmaction - INFO - Epoch [9][420/1413] lr: 5.986e-01, eta: 4 days, 3:00:09, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.1832, top5_acc: 0.3875, loss_cls: 4.2008, loss: 4.2008, grad_norm: 0.8787 2020-10-04 10:44:05,173 - mmaction - INFO - Epoch [9][440/1413] lr: 5.986e-01, eta: 4 days, 2:59:30, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1757, top5_acc: 0.3802, loss_cls: 4.2560, loss: 4.2560, grad_norm: 0.8867 2020-10-04 10:44:24,950 - mmaction - INFO - Epoch [9][460/1413] lr: 5.986e-01, eta: 4 days, 2:58:52, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1759, top5_acc: 0.3818, loss_cls: 4.2470, loss: 4.2470, grad_norm: 0.8696 2020-10-04 10:44:44,746 - mmaction - INFO - Epoch [9][480/1413] lr: 5.986e-01, eta: 4 days, 2:58:15, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1772, top5_acc: 0.3829, loss_cls: 4.2149, loss: 4.2149, grad_norm: 0.8714 2020-10-04 10:45:04,525 - mmaction - INFO - Epoch [9][500/1413] lr: 5.986e-01, eta: 4 days, 2:57:37, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1874, top5_acc: 0.3928, loss_cls: 4.1712, loss: 4.1712, grad_norm: 0.8776 2020-10-04 10:45:24,278 - mmaction - INFO - Epoch [9][520/1413] lr: 5.986e-01, eta: 4 days, 2:56:59, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1712, top5_acc: 0.3832, loss_cls: 4.2051, loss: 4.2051, grad_norm: 0.8906 2020-10-04 10:45:43,912 - mmaction - INFO - Epoch [9][540/1413] lr: 5.986e-01, eta: 4 days, 2:56:17, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1759, top5_acc: 0.3855, loss_cls: 4.2252, loss: 4.2252, grad_norm: 0.8769 2020-10-04 10:46:03,564 - mmaction - INFO - Epoch [9][560/1413] lr: 5.986e-01, eta: 4 days, 2:55:36, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1738, top5_acc: 0.3837, loss_cls: 4.2169, loss: 4.2169, grad_norm: 0.8848 2020-10-04 10:46:23,357 - mmaction - INFO - Epoch [9][580/1413] lr: 5.986e-01, eta: 4 days, 2:54:59, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1827, top5_acc: 0.3965, loss_cls: 4.1828, loss: 4.1828, grad_norm: 0.8639 2020-10-04 10:46:43,048 - mmaction - INFO - Epoch [9][600/1413] lr: 5.986e-01, eta: 4 days, 2:54:19, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1810, top5_acc: 0.3897, loss_cls: 4.1817, loss: 4.1817, grad_norm: 0.8764 2020-10-04 10:47:02,774 - mmaction - INFO - Epoch [9][620/1413] lr: 5.986e-01, eta: 4 days, 2:53:40, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1784, top5_acc: 0.3859, loss_cls: 4.2272, loss: 4.2272, grad_norm: 0.8840 2020-10-04 10:47:22,594 - mmaction - INFO - Epoch [9][640/1413] lr: 5.986e-01, eta: 4 days, 2:53:04, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.1880, top5_acc: 0.3919, loss_cls: 4.1717, loss: 4.1717, grad_norm: 0.8621 2020-10-04 10:47:42,346 - mmaction - INFO - Epoch [9][660/1413] lr: 5.986e-01, eta: 4 days, 2:52:26, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1827, top5_acc: 0.3840, loss_cls: 4.2069, loss: 4.2069, grad_norm: 0.8785 2020-10-04 10:48:02,021 - mmaction - INFO - Epoch [9][680/1413] lr: 5.986e-01, eta: 4 days, 2:51:46, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1773, top5_acc: 0.3829, loss_cls: 4.2323, loss: 4.2323, grad_norm: 0.8859 2020-10-04 10:48:21,643 - mmaction - INFO - Epoch [9][700/1413] lr: 5.986e-01, eta: 4 days, 2:51:04, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.1849, top5_acc: 0.3815, loss_cls: 4.1901, loss: 4.1901, grad_norm: 0.8775 2020-10-04 10:48:41,516 - mmaction - INFO - Epoch [9][720/1413] lr: 5.986e-01, eta: 4 days, 2:50:30, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.1772, top5_acc: 0.3818, loss_cls: 4.2234, loss: 4.2234, grad_norm: 0.8868 2020-10-04 10:49:01,188 - mmaction - INFO - Epoch [9][740/1413] lr: 5.986e-01, eta: 4 days, 2:49:50, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1788, top5_acc: 0.3915, loss_cls: 4.1871, loss: 4.1871, grad_norm: 0.8862 2020-10-04 10:49:20,802 - mmaction - INFO - Epoch [9][760/1413] lr: 5.986e-01, eta: 4 days, 2:49:08, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.1702, top5_acc: 0.3836, loss_cls: 4.2416, loss: 4.2416, grad_norm: 0.8755 2020-10-04 10:49:40,419 - mmaction - INFO - Epoch [9][780/1413] lr: 5.986e-01, eta: 4 days, 2:48:27, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.1734, top5_acc: 0.3760, loss_cls: 4.2433, loss: 4.2433, grad_norm: 0.8828 2020-10-04 10:50:00,113 - mmaction - INFO - Epoch [9][800/1413] lr: 5.986e-01, eta: 4 days, 2:47:48, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1725, top5_acc: 0.3878, loss_cls: 4.2164, loss: 4.2164, grad_norm: 0.8817 2020-10-04 10:50:19,814 - mmaction - INFO - Epoch [9][820/1413] lr: 5.986e-01, eta: 4 days, 2:47:08, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1701, top5_acc: 0.3848, loss_cls: 4.2338, loss: 4.2338, grad_norm: 0.8704 2020-10-04 10:50:39,583 - mmaction - INFO - Epoch [9][840/1413] lr: 5.986e-01, eta: 4 days, 2:46:32, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.1887, top5_acc: 0.3980, loss_cls: 4.1548, loss: 4.1548, grad_norm: 0.8766 2020-10-04 10:50:59,373 - mmaction - INFO - Epoch [9][860/1413] lr: 5.986e-01, eta: 4 days, 2:45:56, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1792, top5_acc: 0.3812, loss_cls: 4.2172, loss: 4.2172, grad_norm: 0.8886 2020-10-04 10:51:18,996 - mmaction - INFO - Epoch [9][880/1413] lr: 5.986e-01, eta: 4 days, 2:45:14, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.1701, top5_acc: 0.3904, loss_cls: 4.2247, loss: 4.2247, grad_norm: 0.8807 2020-10-04 10:51:38,775 - mmaction - INFO - Epoch [9][900/1413] lr: 5.986e-01, eta: 4 days, 2:44:38, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.1783, top5_acc: 0.3831, loss_cls: 4.2413, loss: 4.2413, grad_norm: 0.8774 2020-10-04 10:51:58,355 - mmaction - INFO - Epoch [9][920/1413] lr: 5.986e-01, eta: 4 days, 2:43:56, time: 0.978, data_time: 0.002, memory: 8478, top1_acc: 0.1807, top5_acc: 0.3822, loss_cls: 4.2216, loss: 4.2216, grad_norm: 0.8799 2020-10-04 10:52:18,157 - mmaction - INFO - Epoch [9][940/1413] lr: 5.986e-01, eta: 4 days, 2:43:21, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.1768, top5_acc: 0.3811, loss_cls: 4.2453, loss: 4.2453, grad_norm: 0.8777 2020-10-04 10:52:37,836 - mmaction - INFO - Epoch [9][960/1413] lr: 5.986e-01, eta: 4 days, 2:42:42, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.1790, top5_acc: 0.3835, loss_cls: 4.2167, loss: 4.2167, grad_norm: 0.8792 2020-10-04 10:52:57,469 - mmaction - INFO - Epoch [9][980/1413] lr: 5.986e-01, eta: 4 days, 2:42:01, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.1792, top5_acc: 0.3911, loss_cls: 4.2047, loss: 4.2047, grad_norm: 0.8811 2020-10-04 10:53:17,105 - mmaction - INFO - Epoch [9][1000/1413] lr: 5.986e-01, eta: 4 days, 2:41:20, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.1797, top5_acc: 0.3848, loss_cls: 4.2378, loss: 4.2378, grad_norm: 0.8722 2020-10-04 10:53:36,787 - mmaction - INFO - Epoch [9][1020/1413] lr: 5.986e-01, eta: 4 days, 2:40:41, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.1812, top5_acc: 0.3823, loss_cls: 4.2133, loss: 4.2133, grad_norm: 0.8644 2020-10-04 10:53:56,629 - mmaction - INFO - Epoch [9][1040/1413] lr: 5.986e-01, eta: 4 days, 2:40:07, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.1846, top5_acc: 0.3967, loss_cls: 4.1970, loss: 4.1970, grad_norm: 0.8918 2020-10-04 10:54:16,336 - mmaction - INFO - Epoch [9][1060/1413] lr: 5.986e-01, eta: 4 days, 2:39:30, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.1788, top5_acc: 0.3832, loss_cls: 4.2139, loss: 4.2139, grad_norm: 0.8800 2020-10-04 10:54:36,140 - mmaction - INFO - Epoch [9][1080/1413] lr: 5.986e-01, eta: 4 days, 2:38:54, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1815, top5_acc: 0.3884, loss_cls: 4.2065, loss: 4.2065, grad_norm: 0.8924 2020-10-04 10:54:55,845 - mmaction - INFO - Epoch [9][1100/1413] lr: 5.986e-01, eta: 4 days, 2:38:16, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.1853, top5_acc: 0.3835, loss_cls: 4.2093, loss: 4.2093, grad_norm: 0.8840 2020-10-04 10:55:15,539 - mmaction - INFO - Epoch [9][1120/1413] lr: 5.986e-01, eta: 4 days, 2:37:38, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.1747, top5_acc: 0.3845, loss_cls: 4.2186, loss: 4.2186, grad_norm: 0.8833 2020-10-04 10:55:35,293 - mmaction - INFO - Epoch [9][1140/1413] lr: 5.986e-01, eta: 4 days, 2:37:01, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1827, top5_acc: 0.3857, loss_cls: 4.1986, loss: 4.1986, grad_norm: 0.8758 2020-10-04 10:55:55,071 - mmaction - INFO - Epoch [9][1160/1413] lr: 5.986e-01, eta: 4 days, 2:36:26, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1819, top5_acc: 0.3846, loss_cls: 4.2125, loss: 4.2125, grad_norm: 0.8790 2020-10-04 10:56:14,852 - mmaction - INFO - Epoch [9][1180/1413] lr: 5.986e-01, eta: 4 days, 2:35:50, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1880, top5_acc: 0.3868, loss_cls: 4.2134, loss: 4.2134, grad_norm: 0.8796 2020-10-04 10:56:34,583 - mmaction - INFO - Epoch [9][1200/1413] lr: 5.986e-01, eta: 4 days, 2:35:13, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1810, top5_acc: 0.3829, loss_cls: 4.2179, loss: 4.2179, grad_norm: 0.8808 2020-10-04 10:56:54,372 - mmaction - INFO - Epoch [9][1220/1413] lr: 5.986e-01, eta: 4 days, 2:34:38, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1855, top5_acc: 0.3911, loss_cls: 4.2243, loss: 4.2243, grad_norm: 0.8823 2020-10-04 10:57:14,016 - mmaction - INFO - Epoch [9][1240/1413] lr: 5.986e-01, eta: 4 days, 2:33:59, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1789, top5_acc: 0.3882, loss_cls: 4.2125, loss: 4.2125, grad_norm: 0.8607 2020-10-04 10:57:33,803 - mmaction - INFO - Epoch [9][1260/1413] lr: 5.986e-01, eta: 4 days, 2:33:23, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1832, top5_acc: 0.3867, loss_cls: 4.1987, loss: 4.1987, grad_norm: 0.8841 2020-10-04 10:57:53,511 - mmaction - INFO - Epoch [9][1280/1413] lr: 5.986e-01, eta: 4 days, 2:32:46, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1720, top5_acc: 0.3772, loss_cls: 4.2521, loss: 4.2521, grad_norm: 0.8868 2020-10-04 10:58:13,220 - mmaction - INFO - Epoch [9][1300/1413] lr: 5.986e-01, eta: 4 days, 2:32:09, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1840, top5_acc: 0.3866, loss_cls: 4.1806, loss: 4.1806, grad_norm: 0.8705 2020-10-04 10:58:32,965 - mmaction - INFO - Epoch [9][1320/1413] lr: 5.986e-01, eta: 4 days, 2:31:32, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1820, top5_acc: 0.3910, loss_cls: 4.1790, loss: 4.1790, grad_norm: 0.8825 2020-10-04 10:58:52,675 - mmaction - INFO - Epoch [9][1340/1413] lr: 5.986e-01, eta: 4 days, 2:30:55, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1818, top5_acc: 0.3805, loss_cls: 4.2158, loss: 4.2158, grad_norm: 0.8891 2020-10-04 10:59:12,361 - mmaction - INFO - Epoch [9][1360/1413] lr: 5.986e-01, eta: 4 days, 2:30:17, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1790, top5_acc: 0.3904, loss_cls: 4.1820, loss: 4.1820, grad_norm: 0.8796 2020-10-04 10:59:32,054 - mmaction - INFO - Epoch [9][1380/1413] lr: 5.986e-01, eta: 4 days, 2:29:40, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.1815, top5_acc: 0.3872, loss_cls: 4.2009, loss: 4.2009, grad_norm: 0.8954 2020-10-04 10:59:51,774 - mmaction - INFO - Epoch [9][1400/1413] lr: 5.986e-01, eta: 4 days, 2:29:03, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1823, top5_acc: 0.3806, loss_cls: 4.2066, loss: 4.2066, grad_norm: 0.8856 2020-10-04 11:01:02,555 - mmaction - INFO - Epoch [10][20/1413] lr: 5.982e-01, eta: 4 days, 2:38:16, time: 2.746, data_time: 1.643, memory: 8478, top1_acc: 0.1734, top5_acc: 0.3848, loss_cls: 4.2214, loss: 4.2214, grad_norm: 0.8834 2020-10-04 11:01:22,080 - mmaction - INFO - Epoch [10][40/1413] lr: 5.982e-01, eta: 4 days, 2:37:33, time: 0.976, data_time: 0.003, memory: 8478, top1_acc: 0.1832, top5_acc: 0.3961, loss_cls: 4.1554, loss: 4.1554, grad_norm: 0.8965 2020-10-04 11:01:41,684 - mmaction - INFO - Epoch [10][60/1413] lr: 5.982e-01, eta: 4 days, 2:36:52, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.1819, top5_acc: 0.3913, loss_cls: 4.1899, loss: 4.1899, grad_norm: 0.8982 2020-10-04 11:02:01,296 - mmaction - INFO - Epoch [10][80/1413] lr: 5.982e-01, eta: 4 days, 2:36:12, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.1857, top5_acc: 0.3911, loss_cls: 4.1833, loss: 4.1833, grad_norm: 0.8676 2020-10-04 11:02:20,929 - mmaction - INFO - Epoch [10][100/1413] lr: 5.982e-01, eta: 4 days, 2:35:32, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.1805, top5_acc: 0.3967, loss_cls: 4.1879, loss: 4.1879, grad_norm: 0.8880 2020-10-04 11:02:40,679 - mmaction - INFO - Epoch [10][120/1413] lr: 5.982e-01, eta: 4 days, 2:34:55, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.1865, top5_acc: 0.3977, loss_cls: 4.1666, loss: 4.1666, grad_norm: 0.8782 2020-10-04 11:03:00,442 - mmaction - INFO - Epoch [10][140/1413] lr: 5.982e-01, eta: 4 days, 2:34:19, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1874, top5_acc: 0.3995, loss_cls: 4.1323, loss: 4.1323, grad_norm: 0.8765 2020-10-04 11:03:20,268 - mmaction - INFO - Epoch [10][160/1413] lr: 5.982e-01, eta: 4 days, 2:33:45, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.1909, top5_acc: 0.3992, loss_cls: 4.1288, loss: 4.1288, grad_norm: 0.8942 2020-10-04 11:03:40,011 - mmaction - INFO - Epoch [10][180/1413] lr: 5.982e-01, eta: 4 days, 2:33:08, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1754, top5_acc: 0.3854, loss_cls: 4.2055, loss: 4.2055, grad_norm: 0.8973 2020-10-04 11:03:59,760 - mmaction - INFO - Epoch [10][200/1413] lr: 5.982e-01, eta: 4 days, 2:32:32, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1875, top5_acc: 0.3932, loss_cls: 4.1545, loss: 4.1545, grad_norm: 0.8848 2020-10-04 11:04:19,547 - mmaction - INFO - Epoch [10][220/1413] lr: 5.982e-01, eta: 4 days, 2:31:57, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.1863, top5_acc: 0.3931, loss_cls: 4.1752, loss: 4.1752, grad_norm: 0.9000 2020-10-04 11:04:39,199 - mmaction - INFO - Epoch [10][240/1413] lr: 5.982e-01, eta: 4 days, 2:31:18, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1827, top5_acc: 0.3904, loss_cls: 4.2196, loss: 4.2196, grad_norm: 0.8959 2020-10-04 11:04:58,975 - mmaction - INFO - Epoch [10][260/1413] lr: 5.982e-01, eta: 4 days, 2:30:42, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1874, top5_acc: 0.3995, loss_cls: 4.1579, loss: 4.1579, grad_norm: 0.8846 2020-10-04 11:05:18,721 - mmaction - INFO - Epoch [10][280/1413] lr: 5.982e-01, eta: 4 days, 2:30:06, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.1792, top5_acc: 0.3859, loss_cls: 4.1959, loss: 4.1959, grad_norm: 0.8994 2020-10-04 11:05:38,607 - mmaction - INFO - Epoch [10][300/1413] lr: 5.982e-01, eta: 4 days, 2:29:34, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.1858, top5_acc: 0.4018, loss_cls: 4.1462, loss: 4.1462, grad_norm: 0.8925 2020-10-04 11:05:58,343 - mmaction - INFO - Epoch [10][320/1413] lr: 5.982e-01, eta: 4 days, 2:28:57, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.1796, top5_acc: 0.3874, loss_cls: 4.1664, loss: 4.1664, grad_norm: 0.8820 2020-10-04 11:06:18,023 - mmaction - INFO - Epoch [10][340/1413] lr: 5.982e-01, eta: 4 days, 2:28:19, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1862, top5_acc: 0.3954, loss_cls: 4.1764, loss: 4.1764, grad_norm: 0.8948 2020-10-04 11:06:37,834 - mmaction - INFO - Epoch [10][360/1413] lr: 5.982e-01, eta: 4 days, 2:27:45, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.1813, top5_acc: 0.3914, loss_cls: 4.1931, loss: 4.1931, grad_norm: 0.8922 2020-10-04 11:06:57,539 - mmaction - INFO - Epoch [10][380/1413] lr: 5.982e-01, eta: 4 days, 2:27:08, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1945, top5_acc: 0.4004, loss_cls: 4.1301, loss: 4.1301, grad_norm: 0.8832 2020-10-04 11:07:17,328 - mmaction - INFO - Epoch [10][400/1413] lr: 5.982e-01, eta: 4 days, 2:26:33, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1848, top5_acc: 0.3949, loss_cls: 4.1741, loss: 4.1741, grad_norm: 0.8866 2020-10-04 11:07:36,982 - mmaction - INFO - Epoch [10][420/1413] lr: 5.982e-01, eta: 4 days, 2:25:55, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.1819, top5_acc: 0.3870, loss_cls: 4.1921, loss: 4.1921, grad_norm: 0.8932 2020-10-04 11:07:56,670 - mmaction - INFO - Epoch [10][440/1413] lr: 5.982e-01, eta: 4 days, 2:25:18, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1813, top5_acc: 0.3900, loss_cls: 4.1956, loss: 4.1956, grad_norm: 0.8927 2020-10-04 11:08:16,360 - mmaction - INFO - Epoch [10][460/1413] lr: 5.982e-01, eta: 4 days, 2:24:40, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1859, top5_acc: 0.3901, loss_cls: 4.1466, loss: 4.1466, grad_norm: 0.8823 2020-10-04 11:08:36,040 - mmaction - INFO - Epoch [10][480/1413] lr: 5.982e-01, eta: 4 days, 2:24:03, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1887, top5_acc: 0.3904, loss_cls: 4.1783, loss: 4.1783, grad_norm: 0.8759 2020-10-04 11:08:55,804 - mmaction - INFO - Epoch [10][500/1413] lr: 5.982e-01, eta: 4 days, 2:23:28, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1953, top5_acc: 0.3958, loss_cls: 4.1594, loss: 4.1594, grad_norm: 0.8823 2020-10-04 11:09:15,504 - mmaction - INFO - Epoch [10][520/1413] lr: 5.982e-01, eta: 4 days, 2:22:51, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.1784, top5_acc: 0.3832, loss_cls: 4.2215, loss: 4.2215, grad_norm: 0.9056 2020-10-04 11:09:35,183 - mmaction - INFO - Epoch [10][540/1413] lr: 5.982e-01, eta: 4 days, 2:22:14, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1932, top5_acc: 0.4001, loss_cls: 4.1534, loss: 4.1534, grad_norm: 0.9123 2020-10-04 11:09:54,785 - mmaction - INFO - Epoch [10][560/1413] lr: 5.982e-01, eta: 4 days, 2:21:34, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.1837, top5_acc: 0.3901, loss_cls: 4.1913, loss: 4.1913, grad_norm: 0.8799 2020-10-04 11:10:14,555 - mmaction - INFO - Epoch [10][580/1413] lr: 5.982e-01, eta: 4 days, 2:20:59, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.1841, top5_acc: 0.3901, loss_cls: 4.1818, loss: 4.1818, grad_norm: 0.8871 2020-10-04 11:10:34,338 - mmaction - INFO - Epoch [10][600/1413] lr: 5.982e-01, eta: 4 days, 2:20:25, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.1857, top5_acc: 0.3889, loss_cls: 4.1971, loss: 4.1971, grad_norm: 0.8898 2020-10-04 11:10:53,923 - mmaction - INFO - Epoch [10][620/1413] lr: 5.982e-01, eta: 4 days, 2:19:46, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.1840, top5_acc: 0.3939, loss_cls: 4.1705, loss: 4.1705, grad_norm: 0.8721 2020-10-04 11:11:13,639 - mmaction - INFO - Epoch [10][640/1413] lr: 5.982e-01, eta: 4 days, 2:19:10, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1879, top5_acc: 0.4001, loss_cls: 4.1328, loss: 4.1328, grad_norm: 0.8942 2020-10-04 11:11:33,275 - mmaction - INFO - Epoch [10][660/1413] lr: 5.982e-01, eta: 4 days, 2:18:31, time: 0.980, data_time: 0.001, memory: 8478, top1_acc: 0.1854, top5_acc: 0.3921, loss_cls: 4.1802, loss: 4.1802, grad_norm: 0.8843 2020-10-04 11:11:53,023 - mmaction - INFO - Epoch [10][680/1413] lr: 5.982e-01, eta: 4 days, 2:17:56, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1831, top5_acc: 0.3967, loss_cls: 4.1592, loss: 4.1592, grad_norm: 0.8927 2020-10-04 11:12:12,736 - mmaction - INFO - Epoch [10][700/1413] lr: 5.982e-01, eta: 4 days, 2:17:19, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1878, top5_acc: 0.3944, loss_cls: 4.1821, loss: 4.1821, grad_norm: 0.8892 2020-10-04 11:12:32,489 - mmaction - INFO - Epoch [10][720/1413] lr: 5.982e-01, eta: 4 days, 2:16:45, time: 0.989, data_time: 0.004, memory: 8478, top1_acc: 0.1796, top5_acc: 0.3810, loss_cls: 4.2056, loss: 4.2056, grad_norm: 0.8958 2020-10-04 11:12:52,143 - mmaction - INFO - Epoch [10][740/1413] lr: 5.982e-01, eta: 4 days, 2:16:08, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.1809, top5_acc: 0.3905, loss_cls: 4.1965, loss: 4.1965, grad_norm: 0.8921 2020-10-04 11:13:11,884 - mmaction - INFO - Epoch [10][760/1413] lr: 5.982e-01, eta: 4 days, 2:15:33, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.1826, top5_acc: 0.3980, loss_cls: 4.1614, loss: 4.1614, grad_norm: 0.8924 2020-10-04 11:13:31,690 - mmaction - INFO - Epoch [10][780/1413] lr: 5.982e-01, eta: 4 days, 2:14:59, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1897, top5_acc: 0.4091, loss_cls: 4.1275, loss: 4.1275, grad_norm: 0.8986 2020-10-04 11:13:51,394 - mmaction - INFO - Epoch [10][800/1413] lr: 5.982e-01, eta: 4 days, 2:14:23, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1902, top5_acc: 0.4035, loss_cls: 4.1335, loss: 4.1335, grad_norm: 0.8951 2020-10-04 11:14:11,164 - mmaction - INFO - Epoch [10][820/1413] lr: 5.982e-01, eta: 4 days, 2:13:49, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1839, top5_acc: 0.3934, loss_cls: 4.1744, loss: 4.1744, grad_norm: 0.8981 2020-10-04 11:14:30,799 - mmaction - INFO - Epoch [10][840/1413] lr: 5.982e-01, eta: 4 days, 2:13:11, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.1781, top5_acc: 0.3857, loss_cls: 4.1984, loss: 4.1984, grad_norm: 0.8938 2020-10-04 11:14:50,606 - mmaction - INFO - Epoch [10][860/1413] lr: 5.982e-01, eta: 4 days, 2:12:38, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.1898, top5_acc: 0.3947, loss_cls: 4.1946, loss: 4.1946, grad_norm: 0.8868 2020-10-04 11:15:10,251 - mmaction - INFO - Epoch [10][880/1413] lr: 5.982e-01, eta: 4 days, 2:12:00, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1820, top5_acc: 0.3945, loss_cls: 4.2107, loss: 4.2107, grad_norm: 0.8850 2020-10-04 11:15:29,951 - mmaction - INFO - Epoch [10][900/1413] lr: 5.982e-01, eta: 4 days, 2:11:24, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1900, top5_acc: 0.3956, loss_cls: 4.1402, loss: 4.1402, grad_norm: 0.8853 2020-10-04 11:15:49,641 - mmaction - INFO - Epoch [10][920/1413] lr: 5.982e-01, eta: 4 days, 2:10:49, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1867, top5_acc: 0.3992, loss_cls: 4.1911, loss: 4.1911, grad_norm: 0.8885 2020-10-04 11:16:09,325 - mmaction - INFO - Epoch [10][940/1413] lr: 5.982e-01, eta: 4 days, 2:10:12, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.1803, top5_acc: 0.3928, loss_cls: 4.1894, loss: 4.1894, grad_norm: 0.8831 2020-10-04 11:16:29,072 - mmaction - INFO - Epoch [10][960/1413] lr: 5.982e-01, eta: 4 days, 2:09:37, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1832, top5_acc: 0.3908, loss_cls: 4.1904, loss: 4.1904, grad_norm: 0.8952 2020-10-04 11:16:48,819 - mmaction - INFO - Epoch [10][980/1413] lr: 5.982e-01, eta: 4 days, 2:09:03, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1842, top5_acc: 0.3878, loss_cls: 4.1970, loss: 4.1970, grad_norm: 0.8758 2020-10-04 11:17:08,458 - mmaction - INFO - Epoch [10][1000/1413] lr: 5.982e-01, eta: 4 days, 2:08:25, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1783, top5_acc: 0.3917, loss_cls: 4.1644, loss: 4.1644, grad_norm: 0.9085 2020-10-04 11:17:28,258 - mmaction - INFO - Epoch [10][1020/1413] lr: 5.982e-01, eta: 4 days, 2:07:53, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.1819, top5_acc: 0.3952, loss_cls: 4.1521, loss: 4.1521, grad_norm: 0.8915 2020-10-04 11:17:47,984 - mmaction - INFO - Epoch [10][1040/1413] lr: 5.982e-01, eta: 4 days, 2:07:18, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1829, top5_acc: 0.3883, loss_cls: 4.1909, loss: 4.1909, grad_norm: 0.8922 2020-10-04 11:18:07,702 - mmaction - INFO - Epoch [10][1060/1413] lr: 5.982e-01, eta: 4 days, 2:06:42, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.1874, top5_acc: 0.3939, loss_cls: 4.1707, loss: 4.1707, grad_norm: 0.8945 2020-10-04 11:18:27,412 - mmaction - INFO - Epoch [10][1080/1413] lr: 5.982e-01, eta: 4 days, 2:06:07, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1867, top5_acc: 0.3978, loss_cls: 4.1675, loss: 4.1675, grad_norm: 0.8911 2020-10-04 11:18:47,157 - mmaction - INFO - Epoch [10][1100/1413] lr: 5.982e-01, eta: 4 days, 2:05:33, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1846, top5_acc: 0.3874, loss_cls: 4.1719, loss: 4.1719, grad_norm: 0.9151 2020-10-04 11:19:06,882 - mmaction - INFO - Epoch [10][1120/1413] lr: 5.982e-01, eta: 4 days, 2:04:58, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1853, top5_acc: 0.3987, loss_cls: 4.1581, loss: 4.1581, grad_norm: 0.8842 2020-10-04 11:19:26,534 - mmaction - INFO - Epoch [10][1140/1413] lr: 5.982e-01, eta: 4 days, 2:04:22, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1836, top5_acc: 0.3965, loss_cls: 4.1514, loss: 4.1514, grad_norm: 0.8904 2020-10-04 11:19:46,236 - mmaction - INFO - Epoch [10][1160/1413] lr: 5.982e-01, eta: 4 days, 2:03:47, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1941, top5_acc: 0.3979, loss_cls: 4.1285, loss: 4.1285, grad_norm: 0.8982 2020-10-04 11:20:05,897 - mmaction - INFO - Epoch [10][1180/1413] lr: 5.982e-01, eta: 4 days, 2:03:10, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.1844, top5_acc: 0.4030, loss_cls: 4.1668, loss: 4.1668, grad_norm: 0.8974 2020-10-04 11:20:25,634 - mmaction - INFO - Epoch [10][1200/1413] lr: 5.982e-01, eta: 4 days, 2:02:36, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1878, top5_acc: 0.3940, loss_cls: 4.1562, loss: 4.1562, grad_norm: 0.8922 2020-10-04 11:20:45,282 - mmaction - INFO - Epoch [10][1220/1413] lr: 5.982e-01, eta: 4 days, 2:02:00, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1883, top5_acc: 0.3957, loss_cls: 4.1520, loss: 4.1520, grad_norm: 0.9045 2020-10-04 11:21:04,980 - mmaction - INFO - Epoch [10][1240/1413] lr: 5.982e-01, eta: 4 days, 2:01:24, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1861, top5_acc: 0.3928, loss_cls: 4.1770, loss: 4.1770, grad_norm: 0.8922 2020-10-04 11:21:24,635 - mmaction - INFO - Epoch [10][1260/1413] lr: 5.982e-01, eta: 4 days, 2:00:48, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.1842, top5_acc: 0.3917, loss_cls: 4.1631, loss: 4.1631, grad_norm: 0.9026 2020-10-04 11:21:44,423 - mmaction - INFO - Epoch [10][1280/1413] lr: 5.982e-01, eta: 4 days, 2:00:15, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1889, top5_acc: 0.4010, loss_cls: 4.1332, loss: 4.1332, grad_norm: 0.8818 2020-10-04 11:22:04,108 - mmaction - INFO - Epoch [10][1300/1413] lr: 5.982e-01, eta: 4 days, 1:59:40, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1809, top5_acc: 0.3924, loss_cls: 4.1904, loss: 4.1904, grad_norm: 0.8961 2020-10-04 11:22:23,722 - mmaction - INFO - Epoch [10][1320/1413] lr: 5.982e-01, eta: 4 days, 1:59:03, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.1900, top5_acc: 0.4105, loss_cls: 4.1046, loss: 4.1046, grad_norm: 0.8896 2020-10-04 11:22:43,350 - mmaction - INFO - Epoch [10][1340/1413] lr: 5.982e-01, eta: 4 days, 1:58:26, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.1871, top5_acc: 0.3966, loss_cls: 4.1627, loss: 4.1627, grad_norm: 0.8998 2020-10-04 11:23:03,123 - mmaction - INFO - Epoch [10][1360/1413] lr: 5.982e-01, eta: 4 days, 1:57:53, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1839, top5_acc: 0.3926, loss_cls: 4.1868, loss: 4.1868, grad_norm: 0.8932 2020-10-04 11:23:22,861 - mmaction - INFO - Epoch [10][1380/1413] lr: 5.982e-01, eta: 4 days, 1:57:19, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.1824, top5_acc: 0.3928, loss_cls: 4.1861, loss: 4.1861, grad_norm: 0.9114 2020-10-04 11:23:42,570 - mmaction - INFO - Epoch [10][1400/1413] lr: 5.982e-01, eta: 4 days, 1:56:44, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1776, top5_acc: 0.3884, loss_cls: 4.2293, loss: 4.2293, grad_norm: 0.8872 2020-10-04 11:24:46,552 - mmaction - INFO - Epoch [11][20/1413] lr: 5.977e-01, eta: 4 days, 2:03:10, time: 2.527, data_time: 1.442, memory: 8478, top1_acc: 0.1904, top5_acc: 0.3932, loss_cls: 4.1960, loss: 4.1960, grad_norm: 0.8977 2020-10-04 11:25:06,087 - mmaction - INFO - Epoch [11][40/1413] lr: 5.977e-01, eta: 4 days, 2:02:31, time: 0.977, data_time: 0.002, memory: 8478, top1_acc: 0.1871, top5_acc: 0.3990, loss_cls: 4.1358, loss: 4.1358, grad_norm: 0.8885 2020-10-04 11:25:25,850 - mmaction - INFO - Epoch [11][60/1413] lr: 5.977e-01, eta: 4 days, 2:01:58, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1908, top5_acc: 0.4001, loss_cls: 4.1366, loss: 4.1366, grad_norm: 0.8870 2020-10-04 11:25:45,581 - mmaction - INFO - Epoch [11][80/1413] lr: 5.977e-01, eta: 4 days, 2:01:23, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.1909, top5_acc: 0.3954, loss_cls: 4.1542, loss: 4.1542, grad_norm: 0.9033 2020-10-04 11:26:05,309 - mmaction - INFO - Epoch [11][100/1413] lr: 5.977e-01, eta: 4 days, 2:00:48, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1947, top5_acc: 0.4049, loss_cls: 4.1334, loss: 4.1334, grad_norm: 0.8830 2020-10-04 11:26:24,984 - mmaction - INFO - Epoch [11][120/1413] lr: 5.977e-01, eta: 4 days, 2:00:13, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.1889, top5_acc: 0.3940, loss_cls: 4.1602, loss: 4.1602, grad_norm: 0.8948 2020-10-04 11:26:44,644 - mmaction - INFO - Epoch [11][140/1413] lr: 5.977e-01, eta: 4 days, 1:59:36, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1888, top5_acc: 0.4017, loss_cls: 4.1558, loss: 4.1558, grad_norm: 0.8969 2020-10-04 11:27:04,438 - mmaction - INFO - Epoch [11][160/1413] lr: 5.977e-01, eta: 4 days, 1:59:04, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1923, top5_acc: 0.3932, loss_cls: 4.1427, loss: 4.1427, grad_norm: 0.8975 2020-10-04 11:27:24,123 - mmaction - INFO - Epoch [11][180/1413] lr: 5.977e-01, eta: 4 days, 1:58:28, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1896, top5_acc: 0.3961, loss_cls: 4.1567, loss: 4.1567, grad_norm: 0.8911 2020-10-04 11:27:43,895 - mmaction - INFO - Epoch [11][200/1413] lr: 5.977e-01, eta: 4 days, 1:57:55, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1872, top5_acc: 0.3945, loss_cls: 4.1496, loss: 4.1496, grad_norm: 0.8976 2020-10-04 11:28:03,644 - mmaction - INFO - Epoch [11][220/1413] lr: 5.977e-01, eta: 4 days, 1:57:21, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1836, top5_acc: 0.4025, loss_cls: 4.1157, loss: 4.1157, grad_norm: 0.8708 2020-10-04 11:28:23,417 - mmaction - INFO - Epoch [11][240/1413] lr: 5.977e-01, eta: 4 days, 1:56:48, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.1852, top5_acc: 0.3951, loss_cls: 4.1622, loss: 4.1622, grad_norm: 0.9168 2020-10-04 11:28:43,066 - mmaction - INFO - Epoch [11][260/1413] lr: 5.977e-01, eta: 4 days, 1:56:12, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1882, top5_acc: 0.4023, loss_cls: 4.1116, loss: 4.1116, grad_norm: 0.9023 2020-10-04 11:29:02,809 - mmaction - INFO - Epoch [11][280/1413] lr: 5.977e-01, eta: 4 days, 1:55:38, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.1781, top5_acc: 0.3945, loss_cls: 4.1744, loss: 4.1744, grad_norm: 0.9086 2020-10-04 11:29:22,496 - mmaction - INFO - Epoch [11][300/1413] lr: 5.977e-01, eta: 4 days, 1:55:03, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1904, top5_acc: 0.4040, loss_cls: 4.1285, loss: 4.1285, grad_norm: 0.9000 2020-10-04 11:29:42,233 - mmaction - INFO - Epoch [11][320/1413] lr: 5.977e-01, eta: 4 days, 1:54:30, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1876, top5_acc: 0.3967, loss_cls: 4.1597, loss: 4.1597, grad_norm: 0.9127 2020-10-04 11:30:01,869 - mmaction - INFO - Epoch [11][340/1413] lr: 5.977e-01, eta: 4 days, 1:53:53, time: 0.980, data_time: 0.001, memory: 8478, top1_acc: 0.1915, top5_acc: 0.4033, loss_cls: 4.1020, loss: 4.1020, grad_norm: 0.8914 2020-10-04 11:30:22,484 - mmaction - INFO - Epoch [11][360/1413] lr: 5.977e-01, eta: 4 days, 1:53:40, time: 1.032, data_time: 0.003, memory: 8478, top1_acc: 0.1822, top5_acc: 0.3960, loss_cls: 4.1696, loss: 4.1696, grad_norm: 0.9143 2020-10-04 11:30:42,374 - mmaction - INFO - Epoch [11][380/1413] lr: 5.977e-01, eta: 4 days, 1:53:11, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.1878, top5_acc: 0.3928, loss_cls: 4.1371, loss: 4.1371, grad_norm: 0.8932 2020-10-04 11:31:02,140 - mmaction - INFO - Epoch [11][400/1413] lr: 5.977e-01, eta: 4 days, 1:52:37, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1889, top5_acc: 0.4038, loss_cls: 4.0965, loss: 4.0965, grad_norm: 0.8964 2020-10-04 11:31:21,968 - mmaction - INFO - Epoch [11][420/1413] lr: 5.977e-01, eta: 4 days, 1:52:06, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.1850, top5_acc: 0.4070, loss_cls: 4.1323, loss: 4.1323, grad_norm: 0.9065 2020-10-04 11:31:41,583 - mmaction - INFO - Epoch [11][440/1413] lr: 5.977e-01, eta: 4 days, 1:51:29, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.1859, top5_acc: 0.3941, loss_cls: 4.1731, loss: 4.1731, grad_norm: 0.8894 2020-10-04 11:32:01,215 - mmaction - INFO - Epoch [11][460/1413] lr: 5.977e-01, eta: 4 days, 1:50:53, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.1897, top5_acc: 0.3967, loss_cls: 4.1201, loss: 4.1201, grad_norm: 0.8964 2020-10-04 11:32:20,886 - mmaction - INFO - Epoch [11][480/1413] lr: 5.977e-01, eta: 4 days, 1:50:18, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.1866, top5_acc: 0.3945, loss_cls: 4.1761, loss: 4.1761, grad_norm: 0.9004 2020-10-04 11:32:40,537 - mmaction - INFO - Epoch [11][500/1413] lr: 5.977e-01, eta: 4 days, 1:49:42, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1879, top5_acc: 0.3956, loss_cls: 4.1546, loss: 4.1546, grad_norm: 0.8974 2020-10-04 11:33:00,267 - mmaction - INFO - Epoch [11][520/1413] lr: 5.977e-01, eta: 4 days, 1:49:09, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1908, top5_acc: 0.4018, loss_cls: 4.1483, loss: 4.1483, grad_norm: 0.8922 2020-10-04 11:33:19,886 - mmaction - INFO - Epoch [11][540/1413] lr: 5.977e-01, eta: 4 days, 1:48:33, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.1938, top5_acc: 0.3995, loss_cls: 4.1476, loss: 4.1476, grad_norm: 0.8969 2020-10-04 11:33:39,586 - mmaction - INFO - Epoch [11][560/1413] lr: 5.977e-01, eta: 4 days, 1:47:58, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1914, top5_acc: 0.3966, loss_cls: 4.1351, loss: 4.1351, grad_norm: 0.9020 2020-10-04 11:33:59,364 - mmaction - INFO - Epoch [11][580/1413] lr: 5.977e-01, eta: 4 days, 1:47:26, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1897, top5_acc: 0.4008, loss_cls: 4.1299, loss: 4.1299, grad_norm: 0.8993 2020-10-04 11:34:18,993 - mmaction - INFO - Epoch [11][600/1413] lr: 5.977e-01, eta: 4 days, 1:46:50, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1806, top5_acc: 0.3919, loss_cls: 4.1558, loss: 4.1558, grad_norm: 0.8882 2020-10-04 11:34:38,738 - mmaction - INFO - Epoch [11][620/1413] lr: 5.977e-01, eta: 4 days, 1:46:17, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1816, top5_acc: 0.3931, loss_cls: 4.2025, loss: 4.2025, grad_norm: 0.8828 2020-10-04 11:34:58,499 - mmaction - INFO - Epoch [11][640/1413] lr: 5.977e-01, eta: 4 days, 1:45:44, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.1811, top5_acc: 0.3905, loss_cls: 4.2096, loss: 4.2096, grad_norm: 0.8973 2020-10-04 11:35:18,214 - mmaction - INFO - Epoch [11][660/1413] lr: 5.977e-01, eta: 4 days, 1:45:11, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.1806, top5_acc: 0.3911, loss_cls: 4.1792, loss: 4.1792, grad_norm: 0.8943 2020-10-04 11:35:37,972 - mmaction - INFO - Epoch [11][680/1413] lr: 5.977e-01, eta: 4 days, 1:44:38, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1799, top5_acc: 0.3924, loss_cls: 4.1889, loss: 4.1889, grad_norm: 0.8978 2020-10-04 11:35:57,680 - mmaction - INFO - Epoch [11][700/1413] lr: 5.977e-01, eta: 4 days, 1:44:04, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1764, top5_acc: 0.3951, loss_cls: 4.1896, loss: 4.1896, grad_norm: 0.8993 2020-10-04 11:36:17,285 - mmaction - INFO - Epoch [11][720/1413] lr: 5.977e-01, eta: 4 days, 1:43:28, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.1931, top5_acc: 0.3986, loss_cls: 4.1283, loss: 4.1283, grad_norm: 0.8900 2020-10-04 11:36:37,019 - mmaction - INFO - Epoch [11][740/1413] lr: 5.977e-01, eta: 4 days, 1:42:55, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1921, top5_acc: 0.3978, loss_cls: 4.1113, loss: 4.1113, grad_norm: 0.8989 2020-10-04 11:36:56,739 - mmaction - INFO - Epoch [11][760/1413] lr: 5.977e-01, eta: 4 days, 1:42:21, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1884, top5_acc: 0.4100, loss_cls: 4.1122, loss: 4.1122, grad_norm: 0.9132 2020-10-04 11:37:16,525 - mmaction - INFO - Epoch [11][780/1413] lr: 5.977e-01, eta: 4 days, 1:41:50, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1824, top5_acc: 0.3866, loss_cls: 4.2026, loss: 4.2026, grad_norm: 0.8902 2020-10-04 11:37:36,243 - mmaction - INFO - Epoch [11][800/1413] lr: 5.977e-01, eta: 4 days, 1:41:16, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1918, top5_acc: 0.4047, loss_cls: 4.1184, loss: 4.1184, grad_norm: 0.9033 2020-10-04 11:37:55,886 - mmaction - INFO - Epoch [11][820/1413] lr: 5.977e-01, eta: 4 days, 1:40:41, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1819, top5_acc: 0.3904, loss_cls: 4.1743, loss: 4.1743, grad_norm: 0.9017 2020-10-04 11:38:15,598 - mmaction - INFO - Epoch [11][840/1413] lr: 5.977e-01, eta: 4 days, 1:40:08, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.1895, top5_acc: 0.3978, loss_cls: 4.1564, loss: 4.1564, grad_norm: 0.9052 2020-10-04 11:38:35,344 - mmaction - INFO - Epoch [11][860/1413] lr: 5.977e-01, eta: 4 days, 1:39:35, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.1823, top5_acc: 0.3901, loss_cls: 4.1875, loss: 4.1875, grad_norm: 0.9028 2020-10-04 11:38:55,071 - mmaction - INFO - Epoch [11][880/1413] lr: 5.977e-01, eta: 4 days, 1:39:02, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1918, top5_acc: 0.3990, loss_cls: 4.1566, loss: 4.1566, grad_norm: 0.9018 2020-10-04 11:39:14,791 - mmaction - INFO - Epoch [11][900/1413] lr: 5.977e-01, eta: 4 days, 1:38:29, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1908, top5_acc: 0.3962, loss_cls: 4.1550, loss: 4.1550, grad_norm: 0.8879 2020-10-04 11:39:34,648 - mmaction - INFO - Epoch [11][920/1413] lr: 5.977e-01, eta: 4 days, 1:37:59, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.1874, top5_acc: 0.4007, loss_cls: 4.1355, loss: 4.1355, grad_norm: 0.9149 2020-10-04 11:39:54,357 - mmaction - INFO - Epoch [11][940/1413] lr: 5.977e-01, eta: 4 days, 1:37:26, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1887, top5_acc: 0.4021, loss_cls: 4.1668, loss: 4.1668, grad_norm: 0.9002 2020-10-04 11:40:14,066 - mmaction - INFO - Epoch [11][960/1413] lr: 5.977e-01, eta: 4 days, 1:36:53, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1865, top5_acc: 0.3958, loss_cls: 4.1371, loss: 4.1371, grad_norm: 0.8804 2020-10-04 11:40:33,720 - mmaction - INFO - Epoch [11][980/1413] lr: 5.977e-01, eta: 4 days, 1:36:18, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1862, top5_acc: 0.3982, loss_cls: 4.1381, loss: 4.1381, grad_norm: 0.9041 2020-10-04 11:40:53,518 - mmaction - INFO - Epoch [11][1000/1413] lr: 5.977e-01, eta: 4 days, 1:35:47, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.1882, top5_acc: 0.4018, loss_cls: 4.1384, loss: 4.1384, grad_norm: 0.9012 2020-10-04 11:41:13,155 - mmaction - INFO - Epoch [11][1020/1413] lr: 5.977e-01, eta: 4 days, 1:35:11, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.1988, top5_acc: 0.4066, loss_cls: 4.1042, loss: 4.1042, grad_norm: 0.9150 2020-10-04 11:41:32,862 - mmaction - INFO - Epoch [11][1040/1413] lr: 5.977e-01, eta: 4 days, 1:34:38, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.1840, top5_acc: 0.3939, loss_cls: 4.1587, loss: 4.1587, grad_norm: 0.8929 2020-10-04 11:41:52,568 - mmaction - INFO - Epoch [11][1060/1413] lr: 5.977e-01, eta: 4 days, 1:34:05, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1898, top5_acc: 0.4047, loss_cls: 4.1250, loss: 4.1250, grad_norm: 0.9020 2020-10-04 11:42:12,406 - mmaction - INFO - Epoch [11][1080/1413] lr: 5.977e-01, eta: 4 days, 1:33:35, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.1879, top5_acc: 0.3973, loss_cls: 4.1331, loss: 4.1331, grad_norm: 0.9026 2020-10-04 11:42:32,192 - mmaction - INFO - Epoch [11][1100/1413] lr: 5.977e-01, eta: 4 days, 1:33:04, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1853, top5_acc: 0.3978, loss_cls: 4.1649, loss: 4.1649, grad_norm: 0.9079 2020-10-04 11:42:51,845 - mmaction - INFO - Epoch [11][1120/1413] lr: 5.977e-01, eta: 4 days, 1:32:29, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.1901, top5_acc: 0.4036, loss_cls: 4.1320, loss: 4.1320, grad_norm: 0.8822 2020-10-04 11:43:11,593 - mmaction - INFO - Epoch [11][1140/1413] lr: 5.977e-01, eta: 4 days, 1:31:57, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1871, top5_acc: 0.4026, loss_cls: 4.1178, loss: 4.1178, grad_norm: 0.9118 2020-10-04 11:43:31,367 - mmaction - INFO - Epoch [11][1160/1413] lr: 5.977e-01, eta: 4 days, 1:31:26, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1815, top5_acc: 0.3993, loss_cls: 4.1727, loss: 4.1727, grad_norm: 0.9015 2020-10-04 11:43:51,073 - mmaction - INFO - Epoch [11][1180/1413] lr: 5.977e-01, eta: 4 days, 1:30:53, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1810, top5_acc: 0.3921, loss_cls: 4.1671, loss: 4.1671, grad_norm: 0.8935 2020-10-04 11:44:10,806 - mmaction - INFO - Epoch [11][1200/1413] lr: 5.977e-01, eta: 4 days, 1:30:20, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1915, top5_acc: 0.3974, loss_cls: 4.1565, loss: 4.1565, grad_norm: 0.8887 2020-10-04 11:44:30,472 - mmaction - INFO - Epoch [11][1220/1413] lr: 5.977e-01, eta: 4 days, 1:29:47, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1895, top5_acc: 0.4005, loss_cls: 4.1184, loss: 4.1184, grad_norm: 0.9113 2020-10-04 11:44:50,217 - mmaction - INFO - Epoch [11][1240/1413] lr: 5.977e-01, eta: 4 days, 1:29:15, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1906, top5_acc: 0.4016, loss_cls: 4.1157, loss: 4.1157, grad_norm: 0.9110 2020-10-04 11:45:10,030 - mmaction - INFO - Epoch [11][1260/1413] lr: 5.977e-01, eta: 4 days, 1:28:44, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.1922, top5_acc: 0.4036, loss_cls: 4.1436, loss: 4.1436, grad_norm: 0.9046 2020-10-04 11:45:29,782 - mmaction - INFO - Epoch [11][1280/1413] lr: 5.977e-01, eta: 4 days, 1:28:13, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1792, top5_acc: 0.3900, loss_cls: 4.1861, loss: 4.1861, grad_norm: 0.8885 2020-10-04 11:45:49,495 - mmaction - INFO - Epoch [11][1300/1413] lr: 5.977e-01, eta: 4 days, 1:27:40, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.1898, top5_acc: 0.3990, loss_cls: 4.1741, loss: 4.1741, grad_norm: 0.8928 2020-10-04 11:46:09,168 - mmaction - INFO - Epoch [11][1320/1413] lr: 5.977e-01, eta: 4 days, 1:27:07, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1863, top5_acc: 0.3962, loss_cls: 4.1747, loss: 4.1747, grad_norm: 0.8936 2020-10-04 11:46:28,893 - mmaction - INFO - Epoch [11][1340/1413] lr: 5.977e-01, eta: 4 days, 1:26:34, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.1837, top5_acc: 0.3937, loss_cls: 4.1788, loss: 4.1788, grad_norm: 0.9099 2020-10-04 11:46:48,604 - mmaction - INFO - Epoch [11][1360/1413] lr: 5.977e-01, eta: 4 days, 1:26:02, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.1865, top5_acc: 0.3983, loss_cls: 4.1617, loss: 4.1617, grad_norm: 0.9002 2020-10-04 11:47:08,430 - mmaction - INFO - Epoch [11][1380/1413] lr: 5.977e-01, eta: 4 days, 1:25:32, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.1861, top5_acc: 0.3956, loss_cls: 4.1508, loss: 4.1508, grad_norm: 0.9069 2020-10-04 11:47:28,054 - mmaction - INFO - Epoch [11][1400/1413] lr: 5.977e-01, eta: 4 days, 1:24:57, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.1977, top5_acc: 0.4076, loss_cls: 4.0957, loss: 4.0957, grad_norm: 0.8956 2020-10-04 11:48:32,630 - mmaction - INFO - Epoch [12][20/1413] lr: 5.973e-01, eta: 4 days, 1:31:04, time: 2.572, data_time: 1.355, memory: 8478, top1_acc: 0.1979, top5_acc: 0.4001, loss_cls: 4.1241, loss: 4.1241, grad_norm: 0.9042 2020-10-04 11:48:52,108 - mmaction - INFO - Epoch [12][40/1413] lr: 5.973e-01, eta: 4 days, 1:30:26, time: 0.974, data_time: 0.002, memory: 8478, top1_acc: 0.2010, top5_acc: 0.4151, loss_cls: 4.0683, loss: 4.0683, grad_norm: 0.9127 2020-10-04 11:49:11,760 - mmaction - INFO - Epoch [12][60/1413] lr: 5.973e-01, eta: 4 days, 1:29:52, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1858, top5_acc: 0.3914, loss_cls: 4.1625, loss: 4.1625, grad_norm: 0.9009 2020-10-04 11:49:31,446 - mmaction - INFO - Epoch [12][80/1413] lr: 5.973e-01, eta: 4 days, 1:29:18, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1927, top5_acc: 0.4026, loss_cls: 4.1242, loss: 4.1242, grad_norm: 0.9078 2020-10-04 11:49:51,096 - mmaction - INFO - Epoch [12][100/1413] lr: 5.973e-01, eta: 4 days, 1:28:44, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.1865, top5_acc: 0.3953, loss_cls: 4.1362, loss: 4.1362, grad_norm: 0.9039 2020-10-04 11:50:10,803 - mmaction - INFO - Epoch [12][120/1413] lr: 5.973e-01, eta: 4 days, 1:28:11, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.1947, top5_acc: 0.4086, loss_cls: 4.0731, loss: 4.0731, grad_norm: 0.9190 2020-10-04 11:50:30,543 - mmaction - INFO - Epoch [12][140/1413] lr: 5.973e-01, eta: 4 days, 1:27:39, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1931, top5_acc: 0.4005, loss_cls: 4.1155, loss: 4.1155, grad_norm: 0.9045 2020-10-04 11:50:50,344 - mmaction - INFO - Epoch [12][160/1413] lr: 5.973e-01, eta: 4 days, 1:27:08, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1828, top5_acc: 0.4083, loss_cls: 4.1187, loss: 4.1187, grad_norm: 0.9100 2020-10-04 11:51:10,103 - mmaction - INFO - Epoch [12][180/1413] lr: 5.973e-01, eta: 4 days, 1:26:37, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1938, top5_acc: 0.4017, loss_cls: 4.1336, loss: 4.1336, grad_norm: 0.8930 2020-10-04 11:51:29,871 - mmaction - INFO - Epoch [12][200/1413] lr: 5.973e-01, eta: 4 days, 1:26:05, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.1859, top5_acc: 0.4020, loss_cls: 4.1181, loss: 4.1181, grad_norm: 0.9074 2020-10-04 11:51:49,669 - mmaction - INFO - Epoch [12][220/1413] lr: 5.973e-01, eta: 4 days, 1:25:34, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1908, top5_acc: 0.4030, loss_cls: 4.1342, loss: 4.1342, grad_norm: 0.8871 2020-10-04 11:52:09,377 - mmaction - INFO - Epoch [12][240/1413] lr: 5.973e-01, eta: 4 days, 1:25:01, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1891, top5_acc: 0.3987, loss_cls: 4.1512, loss: 4.1512, grad_norm: 0.9047 2020-10-04 11:52:29,080 - mmaction - INFO - Epoch [12][260/1413] lr: 5.973e-01, eta: 4 days, 1:24:29, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1902, top5_acc: 0.3941, loss_cls: 4.1551, loss: 4.1551, grad_norm: 0.9037 2020-10-04 11:52:48,840 - mmaction - INFO - Epoch [12][280/1413] lr: 5.973e-01, eta: 4 days, 1:23:57, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1842, top5_acc: 0.3961, loss_cls: 4.1645, loss: 4.1645, grad_norm: 0.9094 2020-10-04 11:53:08,667 - mmaction - INFO - Epoch [12][300/1413] lr: 5.973e-01, eta: 4 days, 1:23:27, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.1844, top5_acc: 0.3996, loss_cls: 4.1602, loss: 4.1602, grad_norm: 0.9054 2020-10-04 11:53:28,237 - mmaction - INFO - Epoch [12][320/1413] lr: 5.973e-01, eta: 4 days, 1:22:51, time: 0.978, data_time: 0.002, memory: 8478, top1_acc: 0.1957, top5_acc: 0.4130, loss_cls: 4.0818, loss: 4.0818, grad_norm: 0.8993 2020-10-04 11:53:47,843 - mmaction - INFO - Epoch [12][340/1413] lr: 5.973e-01, eta: 4 days, 1:22:16, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.1914, top5_acc: 0.3965, loss_cls: 4.1369, loss: 4.1369, grad_norm: 0.9141 2020-10-04 11:54:07,621 - mmaction - INFO - Epoch [12][360/1413] lr: 5.973e-01, eta: 4 days, 1:21:46, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.1935, top5_acc: 0.3995, loss_cls: 4.1543, loss: 4.1543, grad_norm: 0.9135 2020-10-04 11:54:27,205 - mmaction - INFO - Epoch [12][380/1413] lr: 5.973e-01, eta: 4 days, 1:21:10, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.1853, top5_acc: 0.3953, loss_cls: 4.1357, loss: 4.1357, grad_norm: 0.9010 2020-10-04 11:54:46,853 - mmaction - INFO - Epoch [12][400/1413] lr: 5.973e-01, eta: 4 days, 1:20:37, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1885, top5_acc: 0.4009, loss_cls: 4.1406, loss: 4.1406, grad_norm: 0.9094 2020-10-04 11:55:06,565 - mmaction - INFO - Epoch [12][420/1413] lr: 5.973e-01, eta: 4 days, 1:20:05, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1868, top5_acc: 0.4042, loss_cls: 4.1519, loss: 4.1519, grad_norm: 0.8907 2020-10-04 11:55:26,214 - mmaction - INFO - Epoch [12][440/1413] lr: 5.973e-01, eta: 4 days, 1:19:31, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1829, top5_acc: 0.3939, loss_cls: 4.1677, loss: 4.1677, grad_norm: 0.9061 2020-10-04 11:55:45,848 - mmaction - INFO - Epoch [12][460/1413] lr: 5.973e-01, eta: 4 days, 1:18:57, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1909, top5_acc: 0.4062, loss_cls: 4.0992, loss: 4.0992, grad_norm: 0.8901 2020-10-04 11:56:05,654 - mmaction - INFO - Epoch [12][480/1413] lr: 5.973e-01, eta: 4 days, 1:18:27, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.1898, top5_acc: 0.4048, loss_cls: 4.1240, loss: 4.1240, grad_norm: 0.9126 2020-10-04 11:56:25,350 - mmaction - INFO - Epoch [12][500/1413] lr: 5.973e-01, eta: 4 days, 1:17:54, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1914, top5_acc: 0.4031, loss_cls: 4.1150, loss: 4.1150, grad_norm: 0.9154 2020-10-04 11:56:44,993 - mmaction - INFO - Epoch [12][520/1413] lr: 5.973e-01, eta: 4 days, 1:17:20, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.1911, top5_acc: 0.4009, loss_cls: 4.1213, loss: 4.1213, grad_norm: 0.9065 2020-10-04 11:57:04,653 - mmaction - INFO - Epoch [12][540/1413] lr: 5.973e-01, eta: 4 days, 1:16:47, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1895, top5_acc: 0.4021, loss_cls: 4.1554, loss: 4.1554, grad_norm: 0.9106 2020-10-04 11:57:24,337 - mmaction - INFO - Epoch [12][560/1413] lr: 5.973e-01, eta: 4 days, 1:16:15, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1802, top5_acc: 0.3960, loss_cls: 4.1336, loss: 4.1336, grad_norm: 0.9009 2020-10-04 11:57:44,005 - mmaction - INFO - Epoch [12][580/1413] lr: 5.973e-01, eta: 4 days, 1:15:41, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1872, top5_acc: 0.4064, loss_cls: 4.1055, loss: 4.1055, grad_norm: 0.9099 2020-10-04 11:58:03,752 - mmaction - INFO - Epoch [12][600/1413] lr: 5.973e-01, eta: 4 days, 1:15:10, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1901, top5_acc: 0.4090, loss_cls: 4.1135, loss: 4.1135, grad_norm: 0.9054 2020-10-04 11:58:23,446 - mmaction - INFO - Epoch [12][620/1413] lr: 5.973e-01, eta: 4 days, 1:14:38, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.1936, top5_acc: 0.4022, loss_cls: 4.1330, loss: 4.1330, grad_norm: 0.9088 2020-10-04 11:58:43,179 - mmaction - INFO - Epoch [12][640/1413] lr: 5.973e-01, eta: 4 days, 1:14:06, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1906, top5_acc: 0.4047, loss_cls: 4.1139, loss: 4.1139, grad_norm: 0.9033 2020-10-04 11:59:02,943 - mmaction - INFO - Epoch [12][660/1413] lr: 5.973e-01, eta: 4 days, 1:13:35, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1850, top5_acc: 0.3960, loss_cls: 4.1535, loss: 4.1535, grad_norm: 0.9125 2020-10-04 11:59:22,548 - mmaction - INFO - Epoch [12][680/1413] lr: 5.973e-01, eta: 4 days, 1:13:01, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.1891, top5_acc: 0.4029, loss_cls: 4.1215, loss: 4.1215, grad_norm: 0.8971 2020-10-04 11:59:42,144 - mmaction - INFO - Epoch [12][700/1413] lr: 5.973e-01, eta: 4 days, 1:12:27, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.1977, top5_acc: 0.4076, loss_cls: 4.1090, loss: 4.1090, grad_norm: 0.9100 2020-10-04 12:00:02,376 - mmaction - INFO - Epoch [12][720/1413] lr: 5.973e-01, eta: 4 days, 1:12:02, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.1785, top5_acc: 0.3931, loss_cls: 4.1742, loss: 4.1742, grad_norm: 0.8875 2020-10-04 12:00:24,317 - mmaction - INFO - Epoch [12][740/1413] lr: 5.973e-01, eta: 4 days, 1:12:21, time: 1.106, data_time: 0.017, memory: 8478, top1_acc: 0.1880, top5_acc: 0.3964, loss_cls: 4.1551, loss: 4.1551, grad_norm: 0.9020 2020-10-04 12:00:43,981 - mmaction - INFO - Epoch [12][760/1413] lr: 5.973e-01, eta: 4 days, 1:11:49, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1935, top5_acc: 0.3962, loss_cls: 4.1286, loss: 4.1286, grad_norm: 0.8883 2020-10-04 12:01:03,611 - mmaction - INFO - Epoch [12][780/1413] lr: 5.973e-01, eta: 4 days, 1:11:14, time: 0.980, data_time: 0.001, memory: 8478, top1_acc: 0.1962, top5_acc: 0.4105, loss_cls: 4.0981, loss: 4.0981, grad_norm: 0.8938 2020-10-04 12:01:23,300 - mmaction - INFO - Epoch [12][800/1413] lr: 5.973e-01, eta: 4 days, 1:10:42, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2027, top5_acc: 0.4124, loss_cls: 4.0856, loss: 4.0856, grad_norm: 0.9031 2020-10-04 12:01:43,030 - mmaction - INFO - Epoch [12][820/1413] lr: 5.973e-01, eta: 4 days, 1:10:12, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2010, top5_acc: 0.4163, loss_cls: 4.0728, loss: 4.0728, grad_norm: 0.9090 2020-10-04 12:02:02,781 - mmaction - INFO - Epoch [12][840/1413] lr: 5.973e-01, eta: 4 days, 1:09:41, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.1932, top5_acc: 0.3988, loss_cls: 4.1407, loss: 4.1407, grad_norm: 0.9123 2020-10-04 12:02:22,535 - mmaction - INFO - Epoch [12][860/1413] lr: 5.973e-01, eta: 4 days, 1:09:09, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.1904, top5_acc: 0.4014, loss_cls: 4.1318, loss: 4.1318, grad_norm: 0.9074 2020-10-04 12:02:42,219 - mmaction - INFO - Epoch [12][880/1413] lr: 5.973e-01, eta: 4 days, 1:08:37, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1883, top5_acc: 0.4065, loss_cls: 4.1175, loss: 4.1175, grad_norm: 0.9076 2020-10-04 12:03:02,022 - mmaction - INFO - Epoch [12][900/1413] lr: 5.973e-01, eta: 4 days, 1:08:07, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1844, top5_acc: 0.3973, loss_cls: 4.1633, loss: 4.1633, grad_norm: 0.9202 2020-10-04 12:03:21,783 - mmaction - INFO - Epoch [12][920/1413] lr: 5.973e-01, eta: 4 days, 1:07:37, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.1866, top5_acc: 0.3995, loss_cls: 4.1583, loss: 4.1583, grad_norm: 0.8892 2020-10-04 12:03:41,484 - mmaction - INFO - Epoch [12][940/1413] lr: 5.973e-01, eta: 4 days, 1:07:05, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1975, top5_acc: 0.4108, loss_cls: 4.0861, loss: 4.0861, grad_norm: 0.9015 2020-10-04 12:04:01,080 - mmaction - INFO - Epoch [12][960/1413] lr: 5.973e-01, eta: 4 days, 1:06:31, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.1849, top5_acc: 0.3919, loss_cls: 4.1684, loss: 4.1684, grad_norm: 0.8968 2020-10-04 12:04:20,862 - mmaction - INFO - Epoch [12][980/1413] lr: 5.973e-01, eta: 4 days, 1:06:01, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1875, top5_acc: 0.4033, loss_cls: 4.1344, loss: 4.1344, grad_norm: 0.9116 2020-10-04 12:04:40,518 - mmaction - INFO - Epoch [12][1000/1413] lr: 5.973e-01, eta: 4 days, 1:05:28, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.1879, top5_acc: 0.4042, loss_cls: 4.1136, loss: 4.1136, grad_norm: 0.9005 2020-10-04 12:05:00,299 - mmaction - INFO - Epoch [12][1020/1413] lr: 5.973e-01, eta: 4 days, 1:04:58, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1900, top5_acc: 0.3995, loss_cls: 4.1226, loss: 4.1226, grad_norm: 0.9181 2020-10-04 12:05:20,087 - mmaction - INFO - Epoch [12][1040/1413] lr: 5.973e-01, eta: 4 days, 1:04:28, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1954, top5_acc: 0.4046, loss_cls: 4.1321, loss: 4.1321, grad_norm: 0.9042 2020-10-04 12:05:39,906 - mmaction - INFO - Epoch [12][1060/1413] lr: 5.973e-01, eta: 4 days, 1:03:59, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.1970, top5_acc: 0.4040, loss_cls: 4.1078, loss: 4.1078, grad_norm: 0.9002 2020-10-04 12:05:59,620 - mmaction - INFO - Epoch [12][1080/1413] lr: 5.973e-01, eta: 4 days, 1:03:28, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.1875, top5_acc: 0.4042, loss_cls: 4.1223, loss: 4.1223, grad_norm: 0.9110 2020-10-04 12:06:19,258 - mmaction - INFO - Epoch [12][1100/1413] lr: 5.973e-01, eta: 4 days, 1:02:54, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.1917, top5_acc: 0.3988, loss_cls: 4.1282, loss: 4.1282, grad_norm: 0.9173 2020-10-04 12:06:38,958 - mmaction - INFO - Epoch [12][1120/1413] lr: 5.973e-01, eta: 4 days, 1:02:23, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1906, top5_acc: 0.3992, loss_cls: 4.1358, loss: 4.1358, grad_norm: 0.9020 2020-10-04 12:06:58,759 - mmaction - INFO - Epoch [12][1140/1413] lr: 5.973e-01, eta: 4 days, 1:01:53, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1957, top5_acc: 0.3988, loss_cls: 4.1348, loss: 4.1348, grad_norm: 0.8974 2020-10-04 12:07:18,401 - mmaction - INFO - Epoch [12][1160/1413] lr: 5.973e-01, eta: 4 days, 1:01:21, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1857, top5_acc: 0.4003, loss_cls: 4.1315, loss: 4.1315, grad_norm: 0.9154 2020-10-04 12:07:38,200 - mmaction - INFO - Epoch [12][1180/1413] lr: 5.973e-01, eta: 4 days, 1:00:51, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1986, top5_acc: 0.4100, loss_cls: 4.1251, loss: 4.1251, grad_norm: 0.9204 2020-10-04 12:07:57,935 - mmaction - INFO - Epoch [12][1200/1413] lr: 5.973e-01, eta: 4 days, 1:00:20, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.1872, top5_acc: 0.4035, loss_cls: 4.1197, loss: 4.1197, grad_norm: 0.9048 2020-10-04 12:08:17,636 - mmaction - INFO - Epoch [12][1220/1413] lr: 5.973e-01, eta: 4 days, 0:59:49, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1850, top5_acc: 0.3936, loss_cls: 4.1724, loss: 4.1724, grad_norm: 0.9179 2020-10-04 12:08:37,228 - mmaction - INFO - Epoch [12][1240/1413] lr: 5.973e-01, eta: 4 days, 0:59:15, time: 0.981, data_time: 0.003, memory: 8478, top1_acc: 0.1882, top5_acc: 0.4014, loss_cls: 4.1422, loss: 4.1422, grad_norm: 0.9001 2020-10-04 12:08:56,868 - mmaction - INFO - Epoch [12][1260/1413] lr: 5.973e-01, eta: 4 days, 0:58:43, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.1842, top5_acc: 0.4043, loss_cls: 4.1406, loss: 4.1406, grad_norm: 0.9117 2020-10-04 12:09:16,470 - mmaction - INFO - Epoch [12][1280/1413] lr: 5.973e-01, eta: 4 days, 0:58:10, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.1868, top5_acc: 0.4005, loss_cls: 4.1373, loss: 4.1373, grad_norm: 0.8948 2020-10-04 12:09:36,145 - mmaction - INFO - Epoch [12][1300/1413] lr: 5.973e-01, eta: 4 days, 0:57:37, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1883, top5_acc: 0.4039, loss_cls: 4.1185, loss: 4.1185, grad_norm: 0.8943 2020-10-04 12:09:55,948 - mmaction - INFO - Epoch [12][1320/1413] lr: 5.973e-01, eta: 4 days, 0:57:08, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.1944, top5_acc: 0.4025, loss_cls: 4.1224, loss: 4.1224, grad_norm: 0.9068 2020-10-04 12:10:15,748 - mmaction - INFO - Epoch [12][1340/1413] lr: 5.973e-01, eta: 4 days, 0:56:39, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1956, top5_acc: 0.4082, loss_cls: 4.1356, loss: 4.1356, grad_norm: 0.9050 2020-10-04 12:10:35,485 - mmaction - INFO - Epoch [12][1360/1413] lr: 5.973e-01, eta: 4 days, 0:56:09, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1928, top5_acc: 0.4048, loss_cls: 4.1081, loss: 4.1081, grad_norm: 0.8982 2020-10-04 12:10:55,344 - mmaction - INFO - Epoch [12][1380/1413] lr: 5.973e-01, eta: 4 days, 0:55:40, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.1926, top5_acc: 0.4046, loss_cls: 4.1063, loss: 4.1063, grad_norm: 0.9044 2020-10-04 12:11:15,090 - mmaction - INFO - Epoch [12][1400/1413] lr: 5.973e-01, eta: 4 days, 0:55:10, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1905, top5_acc: 0.4139, loss_cls: 4.1011, loss: 4.1011, grad_norm: 0.9130 2020-10-04 12:12:23,067 - mmaction - INFO - Epoch [13][20/1413] lr: 5.968e-01, eta: 4 days, 1:01:25, time: 2.675, data_time: 1.514, memory: 8478, top1_acc: 0.1905, top5_acc: 0.3969, loss_cls: 4.1357, loss: 4.1357, grad_norm: 0.9065 2020-10-04 12:12:42,529 - mmaction - INFO - Epoch [13][40/1413] lr: 5.968e-01, eta: 4 days, 1:00:48, time: 0.974, data_time: 0.003, memory: 8478, top1_acc: 0.1926, top5_acc: 0.4154, loss_cls: 4.0635, loss: 4.0635, grad_norm: 0.9147 2020-10-04 12:13:02,146 - mmaction - INFO - Epoch [13][60/1413] lr: 5.968e-01, eta: 4 days, 1:00:15, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2061, top5_acc: 0.4165, loss_cls: 4.0551, loss: 4.0551, grad_norm: 0.9254 2020-10-04 12:13:21,889 - mmaction - INFO - Epoch [13][80/1413] lr: 5.968e-01, eta: 4 days, 0:59:44, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1932, top5_acc: 0.4068, loss_cls: 4.0939, loss: 4.0939, grad_norm: 0.9257 2020-10-04 12:13:41,537 - mmaction - INFO - Epoch [13][100/1413] lr: 5.968e-01, eta: 4 days, 0:59:12, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1889, top5_acc: 0.4039, loss_cls: 4.1379, loss: 4.1379, grad_norm: 0.9111 2020-10-04 12:14:01,281 - mmaction - INFO - Epoch [13][120/1413] lr: 5.968e-01, eta: 4 days, 0:58:41, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.1926, top5_acc: 0.4073, loss_cls: 4.1122, loss: 4.1122, grad_norm: 0.8966 2020-10-04 12:14:20,918 - mmaction - INFO - Epoch [13][140/1413] lr: 5.968e-01, eta: 4 days, 0:58:08, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1938, top5_acc: 0.4125, loss_cls: 4.0828, loss: 4.0828, grad_norm: 0.8990 2020-10-04 12:14:40,647 - mmaction - INFO - Epoch [13][160/1413] lr: 5.968e-01, eta: 4 days, 0:57:37, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1930, top5_acc: 0.4104, loss_cls: 4.0827, loss: 4.0827, grad_norm: 0.9190 2020-10-04 12:15:00,491 - mmaction - INFO - Epoch [13][180/1413] lr: 5.968e-01, eta: 4 days, 0:57:09, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.1948, top5_acc: 0.4094, loss_cls: 4.0823, loss: 4.0823, grad_norm: 0.9195 2020-10-04 12:15:20,249 - mmaction - INFO - Epoch [13][200/1413] lr: 5.968e-01, eta: 4 days, 0:56:38, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1991, top5_acc: 0.4130, loss_cls: 4.0827, loss: 4.0827, grad_norm: 0.9101 2020-10-04 12:15:39,974 - mmaction - INFO - Epoch [13][220/1413] lr: 5.968e-01, eta: 4 days, 0:56:07, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.1932, top5_acc: 0.4007, loss_cls: 4.1194, loss: 4.1194, grad_norm: 0.9184 2020-10-04 12:15:59,630 - mmaction - INFO - Epoch [13][240/1413] lr: 5.968e-01, eta: 4 days, 0:55:35, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1978, top5_acc: 0.4124, loss_cls: 4.0967, loss: 4.0967, grad_norm: 0.8927 2020-10-04 12:16:19,323 - mmaction - INFO - Epoch [13][260/1413] lr: 5.968e-01, eta: 4 days, 0:55:03, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1926, top5_acc: 0.4026, loss_cls: 4.1159, loss: 4.1159, grad_norm: 0.9041 2020-10-04 12:16:39,023 - mmaction - INFO - Epoch [13][280/1413] lr: 5.968e-01, eta: 4 days, 0:54:32, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.1986, top5_acc: 0.4111, loss_cls: 4.0758, loss: 4.0758, grad_norm: 0.9197 2020-10-04 12:16:58,764 - mmaction - INFO - Epoch [13][300/1413] lr: 5.968e-01, eta: 4 days, 0:54:02, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.1858, top5_acc: 0.4034, loss_cls: 4.0983, loss: 4.0983, grad_norm: 0.9098 2020-10-04 12:17:18,530 - mmaction - INFO - Epoch [13][320/1413] lr: 5.968e-01, eta: 4 days, 0:53:32, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1921, top5_acc: 0.4091, loss_cls: 4.1172, loss: 4.1172, grad_norm: 0.9136 2020-10-04 12:17:38,106 - mmaction - INFO - Epoch [13][340/1413] lr: 5.968e-01, eta: 4 days, 0:52:58, time: 0.978, data_time: 0.002, memory: 8478, top1_acc: 0.1882, top5_acc: 0.4017, loss_cls: 4.1330, loss: 4.1330, grad_norm: 0.9143 2020-10-04 12:17:57,853 - mmaction - INFO - Epoch [13][360/1413] lr: 5.968e-01, eta: 4 days, 0:52:28, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1927, top5_acc: 0.4046, loss_cls: 4.1299, loss: 4.1299, grad_norm: 0.9051 2020-10-04 12:18:17,556 - mmaction - INFO - Epoch [13][380/1413] lr: 5.968e-01, eta: 4 days, 0:51:56, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.1906, top5_acc: 0.4044, loss_cls: 4.0998, loss: 4.0998, grad_norm: 0.9127 2020-10-04 12:18:37,188 - mmaction - INFO - Epoch [13][400/1413] lr: 5.968e-01, eta: 4 days, 0:51:24, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.1935, top5_acc: 0.4087, loss_cls: 4.0740, loss: 4.0740, grad_norm: 0.9236 2020-10-04 12:18:56,907 - mmaction - INFO - Epoch [13][420/1413] lr: 5.968e-01, eta: 4 days, 0:50:53, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1952, top5_acc: 0.4017, loss_cls: 4.1049, loss: 4.1049, grad_norm: 0.9109 2020-10-04 12:19:16,711 - mmaction - INFO - Epoch [13][440/1413] lr: 5.968e-01, eta: 4 days, 0:50:24, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1945, top5_acc: 0.4092, loss_cls: 4.0807, loss: 4.0807, grad_norm: 0.9229 2020-10-04 12:19:36,530 - mmaction - INFO - Epoch [13][460/1413] lr: 5.968e-01, eta: 4 days, 0:49:55, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.1915, top5_acc: 0.4069, loss_cls: 4.1232, loss: 4.1232, grad_norm: 0.9036 2020-10-04 12:19:56,282 - mmaction - INFO - Epoch [13][480/1413] lr: 5.968e-01, eta: 4 days, 0:49:25, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1906, top5_acc: 0.4044, loss_cls: 4.1246, loss: 4.1246, grad_norm: 0.9128 2020-10-04 12:20:15,983 - mmaction - INFO - Epoch [13][500/1413] lr: 5.968e-01, eta: 4 days, 0:48:54, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.1909, top5_acc: 0.4038, loss_cls: 4.1378, loss: 4.1378, grad_norm: 0.8980 2020-10-04 12:20:35,698 - mmaction - INFO - Epoch [13][520/1413] lr: 5.968e-01, eta: 4 days, 0:48:23, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1958, top5_acc: 0.4116, loss_cls: 4.0696, loss: 4.0696, grad_norm: 0.9174 2020-10-04 12:20:55,417 - mmaction - INFO - Epoch [13][540/1413] lr: 5.968e-01, eta: 4 days, 0:47:53, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1971, top5_acc: 0.3995, loss_cls: 4.1408, loss: 4.1408, grad_norm: 0.9140 2020-10-04 12:21:15,111 - mmaction - INFO - Epoch [13][560/1413] lr: 5.968e-01, eta: 4 days, 0:47:22, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1919, top5_acc: 0.3997, loss_cls: 4.1244, loss: 4.1244, grad_norm: 0.9083 2020-10-04 12:21:34,824 - mmaction - INFO - Epoch [13][580/1413] lr: 5.968e-01, eta: 4 days, 0:46:51, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1868, top5_acc: 0.3936, loss_cls: 4.1617, loss: 4.1617, grad_norm: 0.9118 2020-10-04 12:21:54,594 - mmaction - INFO - Epoch [13][600/1413] lr: 5.968e-01, eta: 4 days, 0:46:22, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1957, top5_acc: 0.3990, loss_cls: 4.1388, loss: 4.1388, grad_norm: 0.9105 2020-10-04 12:22:14,225 - mmaction - INFO - Epoch [13][620/1413] lr: 5.968e-01, eta: 4 days, 0:45:49, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1984, top5_acc: 0.4029, loss_cls: 4.1223, loss: 4.1223, grad_norm: 0.8932 2020-10-04 12:22:33,942 - mmaction - INFO - Epoch [13][640/1413] lr: 5.968e-01, eta: 4 days, 0:45:19, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1953, top5_acc: 0.4141, loss_cls: 4.0839, loss: 4.0839, grad_norm: 0.9125 2020-10-04 12:22:53,656 - mmaction - INFO - Epoch [13][660/1413] lr: 5.968e-01, eta: 4 days, 0:44:48, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1973, top5_acc: 0.4145, loss_cls: 4.0980, loss: 4.0980, grad_norm: 0.9015 2020-10-04 12:23:13,390 - mmaction - INFO - Epoch [13][680/1413] lr: 5.968e-01, eta: 4 days, 0:44:18, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1882, top5_acc: 0.3996, loss_cls: 4.1505, loss: 4.1505, grad_norm: 0.9082 2020-10-04 12:23:33,128 - mmaction - INFO - Epoch [13][700/1413] lr: 5.968e-01, eta: 4 days, 0:43:48, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1954, top5_acc: 0.4069, loss_cls: 4.1156, loss: 4.1156, grad_norm: 0.9237 2020-10-04 12:23:52,870 - mmaction - INFO - Epoch [13][720/1413] lr: 5.968e-01, eta: 4 days, 0:43:18, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1970, top5_acc: 0.4068, loss_cls: 4.1086, loss: 4.1086, grad_norm: 0.9212 2020-10-04 12:24:12,590 - mmaction - INFO - Epoch [13][740/1413] lr: 5.968e-01, eta: 4 days, 0:42:48, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1934, top5_acc: 0.4129, loss_cls: 4.1148, loss: 4.1148, grad_norm: 0.9016 2020-10-04 12:24:32,347 - mmaction - INFO - Epoch [13][760/1413] lr: 5.968e-01, eta: 4 days, 0:42:18, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1931, top5_acc: 0.4008, loss_cls: 4.1115, loss: 4.1115, grad_norm: 0.9137 2020-10-04 12:24:51,904 - mmaction - INFO - Epoch [13][780/1413] lr: 5.968e-01, eta: 4 days, 0:41:45, time: 0.978, data_time: 0.001, memory: 8478, top1_acc: 0.1944, top5_acc: 0.4030, loss_cls: 4.1310, loss: 4.1310, grad_norm: 0.9034 2020-10-04 12:25:11,628 - mmaction - INFO - Epoch [13][800/1413] lr: 5.968e-01, eta: 4 days, 0:41:14, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.1934, top5_acc: 0.4007, loss_cls: 4.1414, loss: 4.1414, grad_norm: 0.9047 2020-10-04 12:25:31,417 - mmaction - INFO - Epoch [13][820/1413] lr: 5.968e-01, eta: 4 days, 0:40:46, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1931, top5_acc: 0.3940, loss_cls: 4.1329, loss: 4.1329, grad_norm: 0.9005 2020-10-04 12:25:51,121 - mmaction - INFO - Epoch [13][840/1413] lr: 5.968e-01, eta: 4 days, 0:40:15, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.1982, top5_acc: 0.4154, loss_cls: 4.0618, loss: 4.0618, grad_norm: 0.9355 2020-10-04 12:26:10,912 - mmaction - INFO - Epoch [13][860/1413] lr: 5.968e-01, eta: 4 days, 0:39:46, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1921, top5_acc: 0.4000, loss_cls: 4.1295, loss: 4.1295, grad_norm: 0.9105 2020-10-04 12:26:30,671 - mmaction - INFO - Epoch [13][880/1413] lr: 5.968e-01, eta: 4 days, 0:39:16, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1971, top5_acc: 0.4077, loss_cls: 4.0968, loss: 4.0968, grad_norm: 0.9031 2020-10-04 12:26:50,508 - mmaction - INFO - Epoch [13][900/1413] lr: 5.968e-01, eta: 4 days, 0:38:49, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.1943, top5_acc: 0.4048, loss_cls: 4.1202, loss: 4.1202, grad_norm: 0.9068 2020-10-04 12:27:10,255 - mmaction - INFO - Epoch [13][920/1413] lr: 5.968e-01, eta: 4 days, 0:38:19, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.1944, top5_acc: 0.4143, loss_cls: 4.0777, loss: 4.0777, grad_norm: 0.9077 2020-10-04 12:27:29,890 - mmaction - INFO - Epoch [13][940/1413] lr: 5.968e-01, eta: 4 days, 0:37:47, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2004, top5_acc: 0.4042, loss_cls: 4.0920, loss: 4.0920, grad_norm: 0.8986 2020-10-04 12:27:49,599 - mmaction - INFO - Epoch [13][960/1413] lr: 5.968e-01, eta: 4 days, 0:37:17, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.1857, top5_acc: 0.4062, loss_cls: 4.1200, loss: 4.1200, grad_norm: 0.9083 2020-10-04 12:28:09,236 - mmaction - INFO - Epoch [13][980/1413] lr: 5.968e-01, eta: 4 days, 0:36:45, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1906, top5_acc: 0.3974, loss_cls: 4.1276, loss: 4.1276, grad_norm: 0.9318 2020-10-04 12:28:28,963 - mmaction - INFO - Epoch [13][1000/1413] lr: 5.968e-01, eta: 4 days, 0:36:15, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.1982, top5_acc: 0.4111, loss_cls: 4.0616, loss: 4.0616, grad_norm: 0.9063 2020-10-04 12:28:48,670 - mmaction - INFO - Epoch [13][1020/1413] lr: 5.968e-01, eta: 4 days, 0:35:45, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1993, top5_acc: 0.4086, loss_cls: 4.1165, loss: 4.1165, grad_norm: 0.9136 2020-10-04 12:29:08,415 - mmaction - INFO - Epoch [13][1040/1413] lr: 5.968e-01, eta: 4 days, 0:35:15, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1926, top5_acc: 0.4094, loss_cls: 4.1101, loss: 4.1101, grad_norm: 0.9128 2020-10-04 12:29:28,178 - mmaction - INFO - Epoch [13][1060/1413] lr: 5.968e-01, eta: 4 days, 0:34:46, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1893, top5_acc: 0.4117, loss_cls: 4.0814, loss: 4.0814, grad_norm: 0.9239 2020-10-04 12:29:47,863 - mmaction - INFO - Epoch [13][1080/1413] lr: 5.968e-01, eta: 4 days, 0:34:15, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.1888, top5_acc: 0.4038, loss_cls: 4.1203, loss: 4.1203, grad_norm: 0.9119 2020-10-04 12:30:07,615 - mmaction - INFO - Epoch [13][1100/1413] lr: 5.968e-01, eta: 4 days, 0:33:46, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1960, top5_acc: 0.4221, loss_cls: 4.0580, loss: 4.0580, grad_norm: 0.9059 2020-10-04 12:30:28,276 - mmaction - INFO - Epoch [13][1120/1413] lr: 5.968e-01, eta: 4 days, 0:33:34, time: 1.032, data_time: 0.001, memory: 8478, top1_acc: 0.1952, top5_acc: 0.4125, loss_cls: 4.0995, loss: 4.0995, grad_norm: 0.9120 2020-10-04 12:30:48,032 - mmaction - INFO - Epoch [13][1140/1413] lr: 5.968e-01, eta: 4 days, 0:33:05, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1922, top5_acc: 0.4117, loss_cls: 4.1003, loss: 4.1003, grad_norm: 0.9356 2020-10-04 12:31:07,675 - mmaction - INFO - Epoch [13][1160/1413] lr: 5.968e-01, eta: 4 days, 0:32:33, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.1913, top5_acc: 0.4010, loss_cls: 4.1319, loss: 4.1319, grad_norm: 0.9076 2020-10-04 12:31:27,426 - mmaction - INFO - Epoch [13][1180/1413] lr: 5.968e-01, eta: 4 days, 0:32:04, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1932, top5_acc: 0.4043, loss_cls: 4.1117, loss: 4.1117, grad_norm: 0.9242 2020-10-04 12:31:47,077 - mmaction - INFO - Epoch [13][1200/1413] lr: 5.968e-01, eta: 4 days, 0:31:33, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1923, top5_acc: 0.3971, loss_cls: 4.1216, loss: 4.1216, grad_norm: 0.9108 2020-10-04 12:32:06,787 - mmaction - INFO - Epoch [13][1220/1413] lr: 5.968e-01, eta: 4 days, 0:31:03, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2004, top5_acc: 0.4147, loss_cls: 4.0916, loss: 4.0916, grad_norm: 0.9061 2020-10-04 12:32:26,527 - mmaction - INFO - Epoch [13][1240/1413] lr: 5.968e-01, eta: 4 days, 0:30:34, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1896, top5_acc: 0.3990, loss_cls: 4.1306, loss: 4.1306, grad_norm: 0.9024 2020-10-04 12:32:46,327 - mmaction - INFO - Epoch [13][1260/1413] lr: 5.968e-01, eta: 4 days, 0:30:05, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1911, top5_acc: 0.4079, loss_cls: 4.1197, loss: 4.1197, grad_norm: 0.9110 2020-10-04 12:33:05,992 - mmaction - INFO - Epoch [13][1280/1413] lr: 5.968e-01, eta: 4 days, 0:29:34, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1915, top5_acc: 0.4064, loss_cls: 4.1092, loss: 4.1092, grad_norm: 0.9010 2020-10-04 12:33:25,635 - mmaction - INFO - Epoch [13][1300/1413] lr: 5.968e-01, eta: 4 days, 0:29:03, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1947, top5_acc: 0.4073, loss_cls: 4.1005, loss: 4.1005, grad_norm: 0.9176 2020-10-04 12:33:45,352 - mmaction - INFO - Epoch [13][1320/1413] lr: 5.968e-01, eta: 4 days, 0:28:34, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1922, top5_acc: 0.4085, loss_cls: 4.1201, loss: 4.1201, grad_norm: 0.9112 2020-10-04 12:34:05,198 - mmaction - INFO - Epoch [13][1340/1413] lr: 5.968e-01, eta: 4 days, 0:28:06, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.1919, top5_acc: 0.4046, loss_cls: 4.1342, loss: 4.1342, grad_norm: 0.9070 2020-10-04 12:34:24,894 - mmaction - INFO - Epoch [13][1360/1413] lr: 5.968e-01, eta: 4 days, 0:27:36, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1871, top5_acc: 0.4001, loss_cls: 4.1690, loss: 4.1690, grad_norm: 0.9051 2020-10-04 12:34:44,726 - mmaction - INFO - Epoch [13][1380/1413] lr: 5.968e-01, eta: 4 days, 0:27:08, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.1913, top5_acc: 0.3991, loss_cls: 4.1325, loss: 4.1325, grad_norm: 0.8973 2020-10-04 12:35:04,447 - mmaction - INFO - Epoch [13][1400/1413] lr: 5.968e-01, eta: 4 days, 0:26:39, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2016, top5_acc: 0.4138, loss_cls: 4.0531, loss: 4.0531, grad_norm: 0.9132 2020-10-04 12:36:08,695 - mmaction - INFO - Epoch [14][20/1413] lr: 5.962e-01, eta: 4 days, 0:31:34, time: 2.548, data_time: 1.373, memory: 8478, top1_acc: 0.1855, top5_acc: 0.4013, loss_cls: 4.1115, loss: 4.1115, grad_norm: 0.9152 2020-10-04 12:36:28,184 - mmaction - INFO - Epoch [14][40/1413] lr: 5.962e-01, eta: 4 days, 0:30:59, time: 0.975, data_time: 0.002, memory: 8478, top1_acc: 0.2049, top5_acc: 0.4195, loss_cls: 4.0438, loss: 4.0438, grad_norm: 0.9131 2020-10-04 12:36:47,839 - mmaction - INFO - Epoch [14][60/1413] lr: 5.962e-01, eta: 4 days, 0:30:28, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1948, top5_acc: 0.4199, loss_cls: 4.0811, loss: 4.0811, grad_norm: 0.9337 2020-10-04 12:37:07,550 - mmaction - INFO - Epoch [14][80/1413] lr: 5.962e-01, eta: 4 days, 0:29:58, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2042, top5_acc: 0.4216, loss_cls: 4.0205, loss: 4.0205, grad_norm: 0.8983 2020-10-04 12:37:27,322 - mmaction - INFO - Epoch [14][100/1413] lr: 5.962e-01, eta: 4 days, 0:29:29, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2013, top5_acc: 0.4156, loss_cls: 4.0573, loss: 4.0573, grad_norm: 0.9134 2020-10-04 12:37:47,012 - mmaction - INFO - Epoch [14][120/1413] lr: 5.962e-01, eta: 4 days, 0:28:59, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1974, top5_acc: 0.4078, loss_cls: 4.0736, loss: 4.0736, grad_norm: 0.9107 2020-10-04 12:38:06,621 - mmaction - INFO - Epoch [14][140/1413] lr: 5.962e-01, eta: 4 days, 0:28:27, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.1874, top5_acc: 0.4001, loss_cls: 4.1138, loss: 4.1138, grad_norm: 0.9184 2020-10-04 12:38:26,348 - mmaction - INFO - Epoch [14][160/1413] lr: 5.962e-01, eta: 4 days, 0:27:57, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1888, top5_acc: 0.4057, loss_cls: 4.1232, loss: 4.1232, grad_norm: 0.9103 2020-10-04 12:38:45,957 - mmaction - INFO - Epoch [14][180/1413] lr: 5.962e-01, eta: 4 days, 0:27:25, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.1971, top5_acc: 0.4129, loss_cls: 4.0836, loss: 4.0836, grad_norm: 0.9155 2020-10-04 12:39:05,756 - mmaction - INFO - Epoch [14][200/1413] lr: 5.962e-01, eta: 4 days, 0:26:57, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.1844, top5_acc: 0.4029, loss_cls: 4.1136, loss: 4.1136, grad_norm: 0.9229 2020-10-04 12:39:25,555 - mmaction - INFO - Epoch [14][220/1413] lr: 5.962e-01, eta: 4 days, 0:26:29, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.1902, top5_acc: 0.4070, loss_cls: 4.0853, loss: 4.0853, grad_norm: 0.9166 2020-10-04 12:39:45,298 - mmaction - INFO - Epoch [14][240/1413] lr: 5.962e-01, eta: 4 days, 0:25:59, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2062, top5_acc: 0.4113, loss_cls: 4.0602, loss: 4.0602, grad_norm: 0.9141 2020-10-04 12:40:05,121 - mmaction - INFO - Epoch [14][260/1413] lr: 5.962e-01, eta: 4 days, 0:25:32, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.1844, top5_acc: 0.4048, loss_cls: 4.1227, loss: 4.1227, grad_norm: 0.9225 2020-10-04 12:40:24,831 - mmaction - INFO - Epoch [14][280/1413] lr: 5.962e-01, eta: 4 days, 0:25:02, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1958, top5_acc: 0.4070, loss_cls: 4.0940, loss: 4.0940, grad_norm: 0.9075 2020-10-04 12:40:44,629 - mmaction - INFO - Epoch [14][300/1413] lr: 5.962e-01, eta: 4 days, 0:24:33, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1953, top5_acc: 0.4154, loss_cls: 4.0920, loss: 4.0920, grad_norm: 0.9292 2020-10-04 12:41:04,384 - mmaction - INFO - Epoch [14][320/1413] lr: 5.962e-01, eta: 4 days, 0:24:04, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1926, top5_acc: 0.4074, loss_cls: 4.1345, loss: 4.1345, grad_norm: 0.9130 2020-10-04 12:41:24,044 - mmaction - INFO - Epoch [14][340/1413] lr: 5.962e-01, eta: 4 days, 0:23:33, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1995, top5_acc: 0.4090, loss_cls: 4.1006, loss: 4.1006, grad_norm: 0.9063 2020-10-04 12:41:43,771 - mmaction - INFO - Epoch [14][360/1413] lr: 5.962e-01, eta: 4 days, 0:23:04, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.1978, top5_acc: 0.4100, loss_cls: 4.0833, loss: 4.0833, grad_norm: 0.9010 2020-10-04 12:42:03,390 - mmaction - INFO - Epoch [14][380/1413] lr: 5.962e-01, eta: 4 days, 0:22:33, time: 0.980, data_time: 0.001, memory: 8478, top1_acc: 0.1905, top5_acc: 0.4059, loss_cls: 4.1156, loss: 4.1156, grad_norm: 0.9076 2020-10-04 12:42:23,188 - mmaction - INFO - Epoch [14][400/1413] lr: 5.962e-01, eta: 4 days, 0:22:04, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1900, top5_acc: 0.3999, loss_cls: 4.1033, loss: 4.1033, grad_norm: 0.9185 2020-10-04 12:42:42,929 - mmaction - INFO - Epoch [14][420/1413] lr: 5.962e-01, eta: 4 days, 0:21:35, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2103, top5_acc: 0.4195, loss_cls: 4.0597, loss: 4.0597, grad_norm: 0.9044 2020-10-04 12:43:02,770 - mmaction - INFO - Epoch [14][440/1413] lr: 5.962e-01, eta: 4 days, 0:21:08, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.1962, top5_acc: 0.4108, loss_cls: 4.1104, loss: 4.1104, grad_norm: 0.9184 2020-10-04 12:43:22,472 - mmaction - INFO - Epoch [14][460/1413] lr: 5.962e-01, eta: 4 days, 0:20:38, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1898, top5_acc: 0.4108, loss_cls: 4.1160, loss: 4.1160, grad_norm: 0.9121 2020-10-04 12:43:42,185 - mmaction - INFO - Epoch [14][480/1413] lr: 5.962e-01, eta: 4 days, 0:20:08, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.1931, top5_acc: 0.4068, loss_cls: 4.1078, loss: 4.1078, grad_norm: 0.9069 2020-10-04 12:44:01,991 - mmaction - INFO - Epoch [14][500/1413] lr: 5.962e-01, eta: 4 days, 0:19:40, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1978, top5_acc: 0.4189, loss_cls: 4.0658, loss: 4.0658, grad_norm: 0.9198 2020-10-04 12:44:21,678 - mmaction - INFO - Epoch [14][520/1413] lr: 5.962e-01, eta: 4 days, 0:19:10, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1969, top5_acc: 0.4082, loss_cls: 4.0984, loss: 4.0984, grad_norm: 0.9364 2020-10-04 12:44:41,536 - mmaction - INFO - Epoch [14][540/1413] lr: 5.962e-01, eta: 4 days, 0:18:43, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.1964, top5_acc: 0.4087, loss_cls: 4.1080, loss: 4.1080, grad_norm: 0.9258 2020-10-04 12:45:01,360 - mmaction - INFO - Epoch [14][560/1413] lr: 5.962e-01, eta: 4 days, 0:18:16, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.1995, top5_acc: 0.4108, loss_cls: 4.0785, loss: 4.0785, grad_norm: 0.9284 2020-10-04 12:45:21,043 - mmaction - INFO - Epoch [14][580/1413] lr: 5.962e-01, eta: 4 days, 0:17:46, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1944, top5_acc: 0.4004, loss_cls: 4.1317, loss: 4.1317, grad_norm: 0.9183 2020-10-04 12:45:40,791 - mmaction - INFO - Epoch [14][600/1413] lr: 5.962e-01, eta: 4 days, 0:17:17, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.1956, top5_acc: 0.4078, loss_cls: 4.1100, loss: 4.1100, grad_norm: 0.8922 2020-10-04 12:46:00,515 - mmaction - INFO - Epoch [14][620/1413] lr: 5.962e-01, eta: 4 days, 0:16:48, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.1956, top5_acc: 0.4083, loss_cls: 4.0834, loss: 4.0834, grad_norm: 0.9101 2020-10-04 12:46:20,315 - mmaction - INFO - Epoch [14][640/1413] lr: 5.962e-01, eta: 4 days, 0:16:20, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1961, top5_acc: 0.4188, loss_cls: 4.0526, loss: 4.0526, grad_norm: 0.9270 2020-10-04 12:46:40,021 - mmaction - INFO - Epoch [14][660/1413] lr: 5.962e-01, eta: 4 days, 0:15:50, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1895, top5_acc: 0.4035, loss_cls: 4.1138, loss: 4.1138, grad_norm: 0.9317 2020-10-04 12:46:59,789 - mmaction - INFO - Epoch [14][680/1413] lr: 5.962e-01, eta: 4 days, 0:15:22, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.1931, top5_acc: 0.3990, loss_cls: 4.1526, loss: 4.1526, grad_norm: 0.8950 2020-10-04 12:47:19,510 - mmaction - INFO - Epoch [14][700/1413] lr: 5.962e-01, eta: 4 days, 0:14:52, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1964, top5_acc: 0.4023, loss_cls: 4.1256, loss: 4.1256, grad_norm: 0.9168 2020-10-04 12:47:39,303 - mmaction - INFO - Epoch [14][720/1413] lr: 5.962e-01, eta: 4 days, 0:14:24, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1991, top5_acc: 0.4100, loss_cls: 4.0927, loss: 4.0927, grad_norm: 0.9101 2020-10-04 12:47:59,046 - mmaction - INFO - Epoch [14][740/1413] lr: 5.962e-01, eta: 4 days, 0:13:56, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1926, top5_acc: 0.3993, loss_cls: 4.1240, loss: 4.1240, grad_norm: 0.9170 2020-10-04 12:48:18,792 - mmaction - INFO - Epoch [14][760/1413] lr: 5.962e-01, eta: 4 days, 0:13:27, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1987, top5_acc: 0.4139, loss_cls: 4.0818, loss: 4.0818, grad_norm: 0.9075 2020-10-04 12:48:38,507 - mmaction - INFO - Epoch [14][780/1413] lr: 5.962e-01, eta: 4 days, 0:12:58, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1956, top5_acc: 0.4118, loss_cls: 4.0834, loss: 4.0834, grad_norm: 0.9313 2020-10-04 12:48:58,289 - mmaction - INFO - Epoch [14][800/1413] lr: 5.962e-01, eta: 4 days, 0:12:30, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.2042, top5_acc: 0.4145, loss_cls: 4.0773, loss: 4.0773, grad_norm: 0.9149 2020-10-04 12:49:18,066 - mmaction - INFO - Epoch [14][820/1413] lr: 5.962e-01, eta: 4 days, 0:12:01, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1971, top5_acc: 0.4129, loss_cls: 4.0923, loss: 4.0923, grad_norm: 0.9203 2020-10-04 12:49:37,796 - mmaction - INFO - Epoch [14][840/1413] lr: 5.962e-01, eta: 4 days, 0:11:33, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1965, top5_acc: 0.4103, loss_cls: 4.1039, loss: 4.1039, grad_norm: 0.9308 2020-10-04 12:49:57,575 - mmaction - INFO - Epoch [14][860/1413] lr: 5.962e-01, eta: 4 days, 0:11:04, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2000, top5_acc: 0.4070, loss_cls: 4.0966, loss: 4.0966, grad_norm: 0.9065 2020-10-04 12:50:17,419 - mmaction - INFO - Epoch [14][880/1413] lr: 5.962e-01, eta: 4 days, 0:10:37, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.1889, top5_acc: 0.3965, loss_cls: 4.1386, loss: 4.1386, grad_norm: 0.9252 2020-10-04 12:50:37,241 - mmaction - INFO - Epoch [14][900/1413] lr: 5.962e-01, eta: 4 days, 0:10:10, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.1954, top5_acc: 0.4139, loss_cls: 4.1052, loss: 4.1052, grad_norm: 0.9194 2020-10-04 12:50:57,061 - mmaction - INFO - Epoch [14][920/1413] lr: 5.962e-01, eta: 4 days, 0:09:43, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.1940, top5_acc: 0.4078, loss_cls: 4.0833, loss: 4.0833, grad_norm: 0.9281 2020-10-04 12:51:16,690 - mmaction - INFO - Epoch [14][940/1413] lr: 5.962e-01, eta: 4 days, 0:09:12, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.2012, top5_acc: 0.4189, loss_cls: 4.0657, loss: 4.0657, grad_norm: 0.9202 2020-10-04 12:51:36,417 - mmaction - INFO - Epoch [14][960/1413] lr: 5.962e-01, eta: 4 days, 0:08:43, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1936, top5_acc: 0.4068, loss_cls: 4.1024, loss: 4.1024, grad_norm: 0.9180 2020-10-04 12:51:56,166 - mmaction - INFO - Epoch [14][980/1413] lr: 5.962e-01, eta: 4 days, 0:08:15, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2005, top5_acc: 0.4155, loss_cls: 4.0702, loss: 4.0702, grad_norm: 0.9284 2020-10-04 12:52:15,872 - mmaction - INFO - Epoch [14][1000/1413] lr: 5.962e-01, eta: 4 days, 0:07:46, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1915, top5_acc: 0.4086, loss_cls: 4.0964, loss: 4.0964, grad_norm: 0.9200 2020-10-04 12:52:35,601 - mmaction - INFO - Epoch [14][1020/1413] lr: 5.962e-01, eta: 4 days, 0:07:16, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1934, top5_acc: 0.4031, loss_cls: 4.1108, loss: 4.1108, grad_norm: 0.9146 2020-10-04 12:52:55,379 - mmaction - INFO - Epoch [14][1040/1413] lr: 5.962e-01, eta: 4 days, 0:06:49, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1876, top5_acc: 0.4064, loss_cls: 4.1297, loss: 4.1297, grad_norm: 0.9200 2020-10-04 12:53:15,176 - mmaction - INFO - Epoch [14][1060/1413] lr: 5.962e-01, eta: 4 days, 0:06:21, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.1928, top5_acc: 0.4023, loss_cls: 4.1222, loss: 4.1222, grad_norm: 0.9114 2020-10-04 12:53:34,814 - mmaction - INFO - Epoch [14][1080/1413] lr: 5.962e-01, eta: 4 days, 0:05:51, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1980, top5_acc: 0.4176, loss_cls: 4.0655, loss: 4.0655, grad_norm: 0.9109 2020-10-04 12:53:54,658 - mmaction - INFO - Epoch [14][1100/1413] lr: 5.962e-01, eta: 4 days, 0:05:24, time: 0.991, data_time: 0.005, memory: 8478, top1_acc: 0.1941, top5_acc: 0.4040, loss_cls: 4.1366, loss: 4.1366, grad_norm: 0.9177 2020-10-04 12:54:14,396 - mmaction - INFO - Epoch [14][1120/1413] lr: 5.962e-01, eta: 4 days, 0:04:56, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2036, top5_acc: 0.4089, loss_cls: 4.0582, loss: 4.0582, grad_norm: 0.9169 2020-10-04 12:54:34,080 - mmaction - INFO - Epoch [14][1140/1413] lr: 5.962e-01, eta: 4 days, 0:04:26, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.1896, top5_acc: 0.3967, loss_cls: 4.1295, loss: 4.1295, grad_norm: 0.9224 2020-10-04 12:54:53,754 - mmaction - INFO - Epoch [14][1160/1413] lr: 5.962e-01, eta: 4 days, 0:03:56, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1971, top5_acc: 0.4099, loss_cls: 4.1102, loss: 4.1102, grad_norm: 0.9101 2020-10-04 12:55:13,460 - mmaction - INFO - Epoch [14][1180/1413] lr: 5.962e-01, eta: 4 days, 0:03:27, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1939, top5_acc: 0.4109, loss_cls: 4.0860, loss: 4.0860, grad_norm: 0.9123 2020-10-04 12:55:33,178 - mmaction - INFO - Epoch [14][1200/1413] lr: 5.962e-01, eta: 4 days, 0:02:59, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1941, top5_acc: 0.4072, loss_cls: 4.0809, loss: 4.0809, grad_norm: 0.9263 2020-10-04 12:55:52,808 - mmaction - INFO - Epoch [14][1220/1413] lr: 5.962e-01, eta: 4 days, 0:02:28, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.1975, top5_acc: 0.4128, loss_cls: 4.0637, loss: 4.0637, grad_norm: 0.9186 2020-10-04 12:56:12,606 - mmaction - INFO - Epoch [14][1240/1413] lr: 5.962e-01, eta: 4 days, 0:02:01, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.1928, top5_acc: 0.4094, loss_cls: 4.0597, loss: 4.0597, grad_norm: 0.9294 2020-10-04 12:56:32,349 - mmaction - INFO - Epoch [14][1260/1413] lr: 5.962e-01, eta: 4 days, 0:01:32, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.1954, top5_acc: 0.4172, loss_cls: 4.0916, loss: 4.0916, grad_norm: 0.9197 2020-10-04 12:56:52,114 - mmaction - INFO - Epoch [14][1280/1413] lr: 5.962e-01, eta: 4 days, 0:01:04, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2009, top5_acc: 0.4184, loss_cls: 4.0635, loss: 4.0635, grad_norm: 0.9462 2020-10-04 12:57:11,955 - mmaction - INFO - Epoch [14][1300/1413] lr: 5.962e-01, eta: 4 days, 0:00:38, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.1824, top5_acc: 0.3949, loss_cls: 4.1522, loss: 4.1522, grad_norm: 0.9303 2020-10-04 12:57:31,623 - mmaction - INFO - Epoch [14][1320/1413] lr: 5.962e-01, eta: 4 days, 0:00:08, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1849, top5_acc: 0.4018, loss_cls: 4.1240, loss: 4.1240, grad_norm: 0.9078 2020-10-04 12:57:51,310 - mmaction - INFO - Epoch [14][1340/1413] lr: 5.962e-01, eta: 3 days, 23:59:39, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.1891, top5_acc: 0.4068, loss_cls: 4.1150, loss: 4.1150, grad_norm: 0.9149 2020-10-04 12:58:11,033 - mmaction - INFO - Epoch [14][1360/1413] lr: 5.962e-01, eta: 3 days, 23:59:10, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1978, top5_acc: 0.4148, loss_cls: 4.0697, loss: 4.0697, grad_norm: 0.9181 2020-10-04 12:58:30,701 - mmaction - INFO - Epoch [14][1380/1413] lr: 5.962e-01, eta: 3 days, 23:58:41, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.1947, top5_acc: 0.4072, loss_cls: 4.1012, loss: 4.1012, grad_norm: 0.9071 2020-10-04 12:58:50,482 - mmaction - INFO - Epoch [14][1400/1413] lr: 5.962e-01, eta: 3 days, 23:58:13, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2033, top5_acc: 0.4156, loss_cls: 4.0784, loss: 4.0784, grad_norm: 0.9123 2020-10-04 12:59:53,962 - mmaction - INFO - Epoch [15][20/1413] lr: 5.956e-01, eta: 4 days, 0:02:30, time: 2.509, data_time: 1.465, memory: 8478, top1_acc: 0.2027, top5_acc: 0.4062, loss_cls: 4.1021, loss: 4.1021, grad_norm: 0.9183 2020-10-04 13:00:15,166 - mmaction - INFO - Epoch [15][40/1413] lr: 5.956e-01, eta: 4 days, 0:02:27, time: 1.060, data_time: 0.003, memory: 8478, top1_acc: 0.2025, top5_acc: 0.4152, loss_cls: 4.0525, loss: 4.0525, grad_norm: 0.9191 2020-10-04 13:00:34,848 - mmaction - INFO - Epoch [15][60/1413] lr: 5.956e-01, eta: 4 days, 0:01:57, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1971, top5_acc: 0.4137, loss_cls: 4.0509, loss: 4.0509, grad_norm: 0.9143 2020-10-04 13:00:54,583 - mmaction - INFO - Epoch [15][80/1413] lr: 5.956e-01, eta: 4 days, 0:01:29, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1960, top5_acc: 0.4021, loss_cls: 4.0919, loss: 4.0919, grad_norm: 0.9281 2020-10-04 13:01:14,248 - mmaction - INFO - Epoch [15][100/1413] lr: 5.956e-01, eta: 4 days, 0:00:59, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.1957, top5_acc: 0.4150, loss_cls: 4.0677, loss: 4.0677, grad_norm: 0.9381 2020-10-04 13:01:33,952 - mmaction - INFO - Epoch [15][120/1413] lr: 5.956e-01, eta: 4 days, 0:00:30, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.1938, top5_acc: 0.4043, loss_cls: 4.1016, loss: 4.1016, grad_norm: 0.9176 2020-10-04 13:01:53,674 - mmaction - INFO - Epoch [15][140/1413] lr: 5.956e-01, eta: 4 days, 0:00:01, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1986, top5_acc: 0.4184, loss_cls: 4.0596, loss: 4.0596, grad_norm: 0.9287 2020-10-04 13:02:13,485 - mmaction - INFO - Epoch [15][160/1413] lr: 5.956e-01, eta: 3 days, 23:59:34, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2079, top5_acc: 0.4133, loss_cls: 4.0661, loss: 4.0661, grad_norm: 0.8953 2020-10-04 13:02:33,171 - mmaction - INFO - Epoch [15][180/1413] lr: 5.956e-01, eta: 3 days, 23:59:05, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.1977, top5_acc: 0.4159, loss_cls: 4.0853, loss: 4.0853, grad_norm: 0.9221 2020-10-04 13:02:52,833 - mmaction - INFO - Epoch [15][200/1413] lr: 5.956e-01, eta: 3 days, 23:58:35, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.1969, top5_acc: 0.4111, loss_cls: 4.0510, loss: 4.0510, grad_norm: 0.9030 2020-10-04 13:03:12,514 - mmaction - INFO - Epoch [15][220/1413] lr: 5.956e-01, eta: 3 days, 23:58:05, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2020, top5_acc: 0.4211, loss_cls: 4.0481, loss: 4.0481, grad_norm: 0.9219 2020-10-04 13:03:32,223 - mmaction - INFO - Epoch [15][240/1413] lr: 5.956e-01, eta: 3 days, 23:57:36, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.1978, top5_acc: 0.4120, loss_cls: 4.0812, loss: 4.0812, grad_norm: 0.9223 2020-10-04 13:03:51,916 - mmaction - INFO - Epoch [15][260/1413] lr: 5.956e-01, eta: 3 days, 23:57:07, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1928, top5_acc: 0.4176, loss_cls: 4.0713, loss: 4.0713, grad_norm: 0.9221 2020-10-04 13:04:11,693 - mmaction - INFO - Epoch [15][280/1413] lr: 5.956e-01, eta: 3 days, 23:56:39, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1958, top5_acc: 0.4201, loss_cls: 4.0770, loss: 4.0770, grad_norm: 0.9267 2020-10-04 13:04:31,501 - mmaction - INFO - Epoch [15][300/1413] lr: 5.956e-01, eta: 3 days, 23:56:12, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1923, top5_acc: 0.4111, loss_cls: 4.1014, loss: 4.1014, grad_norm: 0.9305 2020-10-04 13:04:51,215 - mmaction - INFO - Epoch [15][320/1413] lr: 5.956e-01, eta: 3 days, 23:55:43, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.1911, top5_acc: 0.4092, loss_cls: 4.1288, loss: 4.1288, grad_norm: 0.9172 2020-10-04 13:05:10,944 - mmaction - INFO - Epoch [15][340/1413] lr: 5.956e-01, eta: 3 days, 23:55:14, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1902, top5_acc: 0.4057, loss_cls: 4.1108, loss: 4.1108, grad_norm: 0.9057 2020-10-04 13:05:30,722 - mmaction - INFO - Epoch [15][360/1413] lr: 5.956e-01, eta: 3 days, 23:54:47, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2013, top5_acc: 0.4069, loss_cls: 4.0888, loss: 4.0888, grad_norm: 0.9121 2020-10-04 13:05:50,449 - mmaction - INFO - Epoch [15][380/1413] lr: 5.956e-01, eta: 3 days, 23:54:18, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2059, top5_acc: 0.4128, loss_cls: 4.0622, loss: 4.0622, grad_norm: 0.9098 2020-10-04 13:06:10,157 - mmaction - INFO - Epoch [15][400/1413] lr: 5.956e-01, eta: 3 days, 23:53:50, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1982, top5_acc: 0.4056, loss_cls: 4.0783, loss: 4.0783, grad_norm: 0.9277 2020-10-04 13:06:29,848 - mmaction - INFO - Epoch [15][420/1413] lr: 5.956e-01, eta: 3 days, 23:53:21, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.1917, top5_acc: 0.4109, loss_cls: 4.0802, loss: 4.0802, grad_norm: 0.9171 2020-10-04 13:06:49,565 - mmaction - INFO - Epoch [15][440/1413] lr: 5.956e-01, eta: 3 days, 23:52:52, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.1958, top5_acc: 0.4065, loss_cls: 4.1078, loss: 4.1078, grad_norm: 0.9253 2020-10-04 13:07:09,283 - mmaction - INFO - Epoch [15][460/1413] lr: 5.956e-01, eta: 3 days, 23:52:23, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2043, top5_acc: 0.4229, loss_cls: 4.0400, loss: 4.0400, grad_norm: 0.9173 2020-10-04 13:07:29,050 - mmaction - INFO - Epoch [15][480/1413] lr: 5.956e-01, eta: 3 days, 23:51:56, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1990, top5_acc: 0.4129, loss_cls: 4.0697, loss: 4.0697, grad_norm: 0.9224 2020-10-04 13:07:48,776 - mmaction - INFO - Epoch [15][500/1413] lr: 5.956e-01, eta: 3 days, 23:51:27, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2010, top5_acc: 0.4165, loss_cls: 4.0472, loss: 4.0472, grad_norm: 0.9092 2020-10-04 13:08:08,512 - mmaction - INFO - Epoch [15][520/1413] lr: 5.956e-01, eta: 3 days, 23:50:59, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1991, top5_acc: 0.4087, loss_cls: 4.1150, loss: 4.1150, grad_norm: 0.9091 2020-10-04 13:08:28,060 - mmaction - INFO - Epoch [15][540/1413] lr: 5.956e-01, eta: 3 days, 23:50:28, time: 0.978, data_time: 0.003, memory: 8478, top1_acc: 0.1970, top5_acc: 0.4098, loss_cls: 4.0779, loss: 4.0779, grad_norm: 0.9174 2020-10-04 13:08:47,830 - mmaction - INFO - Epoch [15][560/1413] lr: 5.956e-01, eta: 3 days, 23:50:00, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1993, top5_acc: 0.4128, loss_cls: 4.0851, loss: 4.0851, grad_norm: 0.9229 2020-10-04 13:09:07,506 - mmaction - INFO - Epoch [15][580/1413] lr: 5.956e-01, eta: 3 days, 23:49:31, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1957, top5_acc: 0.4141, loss_cls: 4.0841, loss: 4.0841, grad_norm: 0.9141 2020-10-04 13:09:27,123 - mmaction - INFO - Epoch [15][600/1413] lr: 5.956e-01, eta: 3 days, 23:49:00, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.1956, top5_acc: 0.4053, loss_cls: 4.0813, loss: 4.0813, grad_norm: 0.9205 2020-10-04 13:09:46,758 - mmaction - INFO - Epoch [15][620/1413] lr: 5.956e-01, eta: 3 days, 23:48:31, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.1921, top5_acc: 0.4121, loss_cls: 4.0832, loss: 4.0832, grad_norm: 0.9286 2020-10-04 13:10:06,479 - mmaction - INFO - Epoch [15][640/1413] lr: 5.956e-01, eta: 3 days, 23:48:02, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2052, top5_acc: 0.4211, loss_cls: 4.0523, loss: 4.0523, grad_norm: 0.9284 2020-10-04 13:10:26,213 - mmaction - INFO - Epoch [15][660/1413] lr: 5.956e-01, eta: 3 days, 23:47:34, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2047, top5_acc: 0.4150, loss_cls: 4.0470, loss: 4.0470, grad_norm: 0.9284 2020-10-04 13:10:45,835 - mmaction - INFO - Epoch [15][680/1413] lr: 5.956e-01, eta: 3 days, 23:47:04, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.1960, top5_acc: 0.4082, loss_cls: 4.0804, loss: 4.0804, grad_norm: 0.9046 2020-10-04 13:11:05,543 - mmaction - INFO - Epoch [15][700/1413] lr: 5.956e-01, eta: 3 days, 23:46:36, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.1992, top5_acc: 0.4145, loss_cls: 4.0660, loss: 4.0660, grad_norm: 0.9205 2020-10-04 13:11:25,285 - mmaction - INFO - Epoch [15][720/1413] lr: 5.956e-01, eta: 3 days, 23:46:08, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.1906, top5_acc: 0.4083, loss_cls: 4.1125, loss: 4.1125, grad_norm: 0.9175 2020-10-04 13:11:44,910 - mmaction - INFO - Epoch [15][740/1413] lr: 5.956e-01, eta: 3 days, 23:45:38, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.1900, top5_acc: 0.4085, loss_cls: 4.0920, loss: 4.0920, grad_norm: 0.9273 2020-10-04 13:12:04,551 - mmaction - INFO - Epoch [15][760/1413] lr: 5.956e-01, eta: 3 days, 23:45:08, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1956, top5_acc: 0.4007, loss_cls: 4.1292, loss: 4.1292, grad_norm: 0.9147 2020-10-04 13:12:24,209 - mmaction - INFO - Epoch [15][780/1413] lr: 5.956e-01, eta: 3 days, 23:44:39, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1954, top5_acc: 0.4036, loss_cls: 4.0891, loss: 4.0891, grad_norm: 0.9260 2020-10-04 13:12:44,039 - mmaction - INFO - Epoch [15][800/1413] lr: 5.956e-01, eta: 3 days, 23:44:12, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.1977, top5_acc: 0.4120, loss_cls: 4.0990, loss: 4.0990, grad_norm: 0.9005 2020-10-04 13:13:03,765 - mmaction - INFO - Epoch [15][820/1413] lr: 5.956e-01, eta: 3 days, 23:43:44, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1983, top5_acc: 0.4113, loss_cls: 4.0955, loss: 4.0955, grad_norm: 0.9334 2020-10-04 13:13:23,473 - mmaction - INFO - Epoch [15][840/1413] lr: 5.956e-01, eta: 3 days, 23:43:16, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.1978, top5_acc: 0.4104, loss_cls: 4.1059, loss: 4.1059, grad_norm: 0.9088 2020-10-04 13:13:43,255 - mmaction - INFO - Epoch [15][860/1413] lr: 5.956e-01, eta: 3 days, 23:42:49, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1980, top5_acc: 0.4069, loss_cls: 4.1019, loss: 4.1019, grad_norm: 0.9292 2020-10-04 13:14:02,995 - mmaction - INFO - Epoch [15][880/1413] lr: 5.956e-01, eta: 3 days, 23:42:21, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.1975, top5_acc: 0.4090, loss_cls: 4.0819, loss: 4.0819, grad_norm: 0.9195 2020-10-04 13:14:22,728 - mmaction - INFO - Epoch [15][900/1413] lr: 5.956e-01, eta: 3 days, 23:41:53, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1984, top5_acc: 0.4115, loss_cls: 4.1002, loss: 4.1002, grad_norm: 0.9128 2020-10-04 13:14:42,401 - mmaction - INFO - Epoch [15][920/1413] lr: 5.956e-01, eta: 3 days, 23:41:24, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2013, top5_acc: 0.4155, loss_cls: 4.0828, loss: 4.0828, grad_norm: 0.9434 2020-10-04 13:15:02,088 - mmaction - INFO - Epoch [15][940/1413] lr: 5.956e-01, eta: 3 days, 23:40:55, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2008, top5_acc: 0.4094, loss_cls: 4.0850, loss: 4.0850, grad_norm: 0.9054 2020-10-04 13:15:21,752 - mmaction - INFO - Epoch [15][960/1413] lr: 5.956e-01, eta: 3 days, 23:40:26, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.1954, top5_acc: 0.4004, loss_cls: 4.1189, loss: 4.1189, grad_norm: 0.9259 2020-10-04 13:15:41,456 - mmaction - INFO - Epoch [15][980/1413] lr: 5.956e-01, eta: 3 days, 23:39:58, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2034, top5_acc: 0.4219, loss_cls: 4.0515, loss: 4.0515, grad_norm: 0.9289 2020-10-04 13:16:01,077 - mmaction - INFO - Epoch [15][1000/1413] lr: 5.956e-01, eta: 3 days, 23:39:28, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2001, top5_acc: 0.4173, loss_cls: 4.0754, loss: 4.0754, grad_norm: 0.9063 2020-10-04 13:16:20,787 - mmaction - INFO - Epoch [15][1020/1413] lr: 5.956e-01, eta: 3 days, 23:39:00, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2022, top5_acc: 0.4173, loss_cls: 4.0732, loss: 4.0732, grad_norm: 0.9085 2020-10-04 13:16:40,442 - mmaction - INFO - Epoch [15][1040/1413] lr: 5.956e-01, eta: 3 days, 23:38:31, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.1969, top5_acc: 0.4142, loss_cls: 4.0605, loss: 4.0605, grad_norm: 0.9250 2020-10-04 13:17:00,151 - mmaction - INFO - Epoch [15][1060/1413] lr: 5.956e-01, eta: 3 days, 23:38:02, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.1953, top5_acc: 0.4203, loss_cls: 4.0595, loss: 4.0595, grad_norm: 0.9205 2020-10-04 13:17:19,873 - mmaction - INFO - Epoch [15][1080/1413] lr: 5.956e-01, eta: 3 days, 23:37:34, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2081, top5_acc: 0.4138, loss_cls: 4.0610, loss: 4.0610, grad_norm: 0.9218 2020-10-04 13:17:39,546 - mmaction - INFO - Epoch [15][1100/1413] lr: 5.956e-01, eta: 3 days, 23:37:06, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2047, top5_acc: 0.4061, loss_cls: 4.0849, loss: 4.0849, grad_norm: 0.9150 2020-10-04 13:17:59,266 - mmaction - INFO - Epoch [15][1120/1413] lr: 5.956e-01, eta: 3 days, 23:36:38, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.1944, top5_acc: 0.4025, loss_cls: 4.0971, loss: 4.0971, grad_norm: 0.9234 2020-10-04 13:18:18,953 - mmaction - INFO - Epoch [15][1140/1413] lr: 5.956e-01, eta: 3 days, 23:36:09, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1979, top5_acc: 0.4100, loss_cls: 4.0711, loss: 4.0711, grad_norm: 0.9088 2020-10-04 13:18:38,676 - mmaction - INFO - Epoch [15][1160/1413] lr: 5.956e-01, eta: 3 days, 23:35:41, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1975, top5_acc: 0.4111, loss_cls: 4.0665, loss: 4.0665, grad_norm: 0.9518 2020-10-04 13:18:58,450 - mmaction - INFO - Epoch [15][1180/1413] lr: 5.956e-01, eta: 3 days, 23:35:14, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1949, top5_acc: 0.4133, loss_cls: 4.0833, loss: 4.0833, grad_norm: 0.9169 2020-10-04 13:19:18,131 - mmaction - INFO - Epoch [15][1200/1413] lr: 5.956e-01, eta: 3 days, 23:34:46, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2000, top5_acc: 0.4125, loss_cls: 4.0962, loss: 4.0962, grad_norm: 0.9117 2020-10-04 13:19:37,678 - mmaction - INFO - Epoch [15][1220/1413] lr: 5.956e-01, eta: 3 days, 23:34:15, time: 0.977, data_time: 0.002, memory: 8478, top1_acc: 0.1926, top5_acc: 0.4098, loss_cls: 4.1038, loss: 4.1038, grad_norm: 0.9331 2020-10-04 13:19:57,354 - mmaction - INFO - Epoch [15][1240/1413] lr: 5.956e-01, eta: 3 days, 23:33:46, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1953, top5_acc: 0.4113, loss_cls: 4.0916, loss: 4.0916, grad_norm: 0.9161 2020-10-04 13:20:17,138 - mmaction - INFO - Epoch [15][1260/1413] lr: 5.956e-01, eta: 3 days, 23:33:19, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1997, top5_acc: 0.4014, loss_cls: 4.0912, loss: 4.0912, grad_norm: 0.9300 2020-10-04 13:20:36,842 - mmaction - INFO - Epoch [15][1280/1413] lr: 5.956e-01, eta: 3 days, 23:32:51, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1951, top5_acc: 0.4077, loss_cls: 4.0801, loss: 4.0801, grad_norm: 0.9038 2020-10-04 13:20:56,686 - mmaction - INFO - Epoch [15][1300/1413] lr: 5.956e-01, eta: 3 days, 23:32:26, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2005, top5_acc: 0.4150, loss_cls: 4.0383, loss: 4.0383, grad_norm: 0.9181 2020-10-04 13:21:16,421 - mmaction - INFO - Epoch [15][1320/1413] lr: 5.956e-01, eta: 3 days, 23:31:58, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2044, top5_acc: 0.4210, loss_cls: 4.0412, loss: 4.0412, grad_norm: 0.9316 2020-10-04 13:21:36,158 - mmaction - INFO - Epoch [15][1340/1413] lr: 5.956e-01, eta: 3 days, 23:31:30, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2027, top5_acc: 0.4156, loss_cls: 4.0404, loss: 4.0404, grad_norm: 0.9276 2020-10-04 13:21:55,888 - mmaction - INFO - Epoch [15][1360/1413] lr: 5.956e-01, eta: 3 days, 23:31:02, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1953, top5_acc: 0.4108, loss_cls: 4.0637, loss: 4.0637, grad_norm: 0.9174 2020-10-04 13:22:15,584 - mmaction - INFO - Epoch [15][1380/1413] lr: 5.956e-01, eta: 3 days, 23:30:34, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2022, top5_acc: 0.4115, loss_cls: 4.0708, loss: 4.0708, grad_norm: 0.9314 2020-10-04 13:22:35,195 - mmaction - INFO - Epoch [15][1400/1413] lr: 5.956e-01, eta: 3 days, 23:30:05, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.1958, top5_acc: 0.4112, loss_cls: 4.1071, loss: 4.1071, grad_norm: 0.9252 2020-10-04 13:23:44,427 - mmaction - INFO - Epoch [16][20/1413] lr: 5.949e-01, eta: 3 days, 23:35:16, time: 2.739, data_time: 1.669, memory: 8478, top1_acc: 0.2057, top5_acc: 0.4208, loss_cls: 4.0596, loss: 4.0596, grad_norm: 0.9374 2020-10-04 13:24:03,946 - mmaction - INFO - Epoch [16][40/1413] lr: 5.949e-01, eta: 3 days, 23:34:45, time: 0.977, data_time: 0.003, memory: 8478, top1_acc: 0.2044, top5_acc: 0.4210, loss_cls: 4.0275, loss: 4.0275, grad_norm: 0.9152 2020-10-04 13:24:23,560 - mmaction - INFO - Epoch [16][60/1413] lr: 5.949e-01, eta: 3 days, 23:34:15, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2016, top5_acc: 0.4193, loss_cls: 4.0251, loss: 4.0251, grad_norm: 0.9284 2020-10-04 13:24:43,253 - mmaction - INFO - Epoch [16][80/1413] lr: 5.949e-01, eta: 3 days, 23:33:47, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1977, top5_acc: 0.4096, loss_cls: 4.0906, loss: 4.0906, grad_norm: 0.9411 2020-10-04 13:25:03,030 - mmaction - INFO - Epoch [16][100/1413] lr: 5.949e-01, eta: 3 days, 23:33:19, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1986, top5_acc: 0.4089, loss_cls: 4.0917, loss: 4.0917, grad_norm: 0.9172 2020-10-04 13:25:22,702 - mmaction - INFO - Epoch [16][120/1413] lr: 5.949e-01, eta: 3 days, 23:32:51, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2087, top5_acc: 0.4238, loss_cls: 4.0298, loss: 4.0298, grad_norm: 0.9229 2020-10-04 13:25:42,249 - mmaction - INFO - Epoch [16][140/1413] lr: 5.949e-01, eta: 3 days, 23:32:20, time: 0.977, data_time: 0.002, memory: 8478, top1_acc: 0.2047, top5_acc: 0.4137, loss_cls: 4.0172, loss: 4.0172, grad_norm: 0.9358 2020-10-04 13:26:02,020 - mmaction - INFO - Epoch [16][160/1413] lr: 5.949e-01, eta: 3 days, 23:31:53, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2048, top5_acc: 0.4160, loss_cls: 4.0594, loss: 4.0594, grad_norm: 0.9326 2020-10-04 13:26:21,757 - mmaction - INFO - Epoch [16][180/1413] lr: 5.949e-01, eta: 3 days, 23:31:25, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1956, top5_acc: 0.4074, loss_cls: 4.0781, loss: 4.0781, grad_norm: 0.9190 2020-10-04 13:26:41,496 - mmaction - INFO - Epoch [16][200/1413] lr: 5.949e-01, eta: 3 days, 23:30:57, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2059, top5_acc: 0.4141, loss_cls: 4.0598, loss: 4.0598, grad_norm: 0.9294 2020-10-04 13:27:01,141 - mmaction - INFO - Epoch [16][220/1413] lr: 5.949e-01, eta: 3 days, 23:30:28, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2008, top5_acc: 0.4122, loss_cls: 4.0624, loss: 4.0624, grad_norm: 0.9248 2020-10-04 13:27:20,945 - mmaction - INFO - Epoch [16][240/1413] lr: 5.949e-01, eta: 3 days, 23:30:01, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1997, top5_acc: 0.4086, loss_cls: 4.0818, loss: 4.0818, grad_norm: 0.9270 2020-10-04 13:27:40,693 - mmaction - INFO - Epoch [16][260/1413] lr: 5.949e-01, eta: 3 days, 23:29:34, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1969, top5_acc: 0.4128, loss_cls: 4.0930, loss: 4.0930, grad_norm: 0.9284 2020-10-04 13:28:00,451 - mmaction - INFO - Epoch [16][280/1413] lr: 5.949e-01, eta: 3 days, 23:29:07, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.1904, top5_acc: 0.4074, loss_cls: 4.1256, loss: 4.1256, grad_norm: 0.9189 2020-10-04 13:28:20,080 - mmaction - INFO - Epoch [16][300/1413] lr: 5.949e-01, eta: 3 days, 23:28:37, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.2064, top5_acc: 0.4202, loss_cls: 4.0431, loss: 4.0431, grad_norm: 0.9194 2020-10-04 13:28:39,840 - mmaction - INFO - Epoch [16][320/1413] lr: 5.949e-01, eta: 3 days, 23:28:10, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2077, top5_acc: 0.4219, loss_cls: 4.0196, loss: 4.0196, grad_norm: 0.9446 2020-10-04 13:28:59,557 - mmaction - INFO - Epoch [16][340/1413] lr: 5.949e-01, eta: 3 days, 23:27:42, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.1897, top5_acc: 0.4027, loss_cls: 4.1100, loss: 4.1100, grad_norm: 0.9136 2020-10-04 13:29:19,287 - mmaction - INFO - Epoch [16][360/1413] lr: 5.949e-01, eta: 3 days, 23:27:15, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1911, top5_acc: 0.4120, loss_cls: 4.1119, loss: 4.1119, grad_norm: 0.9272 2020-10-04 13:29:38,994 - mmaction - INFO - Epoch [16][380/1413] lr: 5.949e-01, eta: 3 days, 23:26:46, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1887, top5_acc: 0.4085, loss_cls: 4.0749, loss: 4.0749, grad_norm: 0.9261 2020-10-04 13:29:58,761 - mmaction - INFO - Epoch [16][400/1413] lr: 5.949e-01, eta: 3 days, 23:26:19, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1952, top5_acc: 0.4105, loss_cls: 4.0783, loss: 4.0783, grad_norm: 0.9130 2020-10-04 13:30:19,364 - mmaction - INFO - Epoch [16][420/1413] lr: 5.949e-01, eta: 3 days, 23:26:05, time: 1.030, data_time: 0.002, memory: 8478, top1_acc: 0.2074, top5_acc: 0.4184, loss_cls: 4.0386, loss: 4.0386, grad_norm: 0.9127 2020-10-04 13:30:39,216 - mmaction - INFO - Epoch [16][440/1413] lr: 5.949e-01, eta: 3 days, 23:25:40, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2026, top5_acc: 0.4159, loss_cls: 4.0561, loss: 4.0561, grad_norm: 0.9184 2020-10-04 13:30:59,065 - mmaction - INFO - Epoch [16][460/1413] lr: 5.949e-01, eta: 3 days, 23:25:14, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.1988, top5_acc: 0.4211, loss_cls: 4.0245, loss: 4.0245, grad_norm: 0.9359 2020-10-04 13:31:18,809 - mmaction - INFO - Epoch [16][480/1413] lr: 5.949e-01, eta: 3 days, 23:24:47, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1934, top5_acc: 0.4145, loss_cls: 4.0636, loss: 4.0636, grad_norm: 0.9344 2020-10-04 13:31:38,558 - mmaction - INFO - Epoch [16][500/1413] lr: 5.949e-01, eta: 3 days, 23:24:19, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2029, top5_acc: 0.4247, loss_cls: 4.0185, loss: 4.0185, grad_norm: 0.9282 2020-10-04 13:31:58,279 - mmaction - INFO - Epoch [16][520/1413] lr: 5.949e-01, eta: 3 days, 23:23:52, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1992, top5_acc: 0.4064, loss_cls: 4.1133, loss: 4.1133, grad_norm: 0.9275 2020-10-04 13:32:17,984 - mmaction - INFO - Epoch [16][540/1413] lr: 5.949e-01, eta: 3 days, 23:23:24, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2073, top5_acc: 0.4163, loss_cls: 4.0531, loss: 4.0531, grad_norm: 0.9261 2020-10-04 13:32:37,698 - mmaction - INFO - Epoch [16][560/1413] lr: 5.949e-01, eta: 3 days, 23:22:56, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.1977, top5_acc: 0.4043, loss_cls: 4.0986, loss: 4.0986, grad_norm: 0.9205 2020-10-04 13:32:57,385 - mmaction - INFO - Epoch [16][580/1413] lr: 5.949e-01, eta: 3 days, 23:22:28, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.1991, top5_acc: 0.4132, loss_cls: 4.0629, loss: 4.0629, grad_norm: 0.9194 2020-10-04 13:33:16,994 - mmaction - INFO - Epoch [16][600/1413] lr: 5.949e-01, eta: 3 days, 23:21:58, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.1879, top5_acc: 0.4068, loss_cls: 4.1119, loss: 4.1119, grad_norm: 0.9316 2020-10-04 13:33:36,740 - mmaction - INFO - Epoch [16][620/1413] lr: 5.949e-01, eta: 3 days, 23:21:31, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2060, top5_acc: 0.4152, loss_cls: 4.0401, loss: 4.0401, grad_norm: 0.9275 2020-10-04 13:33:56,464 - mmaction - INFO - Epoch [16][640/1413] lr: 5.949e-01, eta: 3 days, 23:21:03, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.1996, top5_acc: 0.4198, loss_cls: 4.0463, loss: 4.0463, grad_norm: 0.9385 2020-10-04 13:34:16,156 - mmaction - INFO - Epoch [16][660/1413] lr: 5.949e-01, eta: 3 days, 23:20:35, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1973, top5_acc: 0.4132, loss_cls: 4.0748, loss: 4.0748, grad_norm: 0.9351 2020-10-04 13:34:35,861 - mmaction - INFO - Epoch [16][680/1413] lr: 5.949e-01, eta: 3 days, 23:20:07, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2044, top5_acc: 0.4133, loss_cls: 4.0679, loss: 4.0679, grad_norm: 0.9282 2020-10-04 13:34:55,569 - mmaction - INFO - Epoch [16][700/1413] lr: 5.949e-01, eta: 3 days, 23:19:40, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1961, top5_acc: 0.4118, loss_cls: 4.0717, loss: 4.0717, grad_norm: 0.9229 2020-10-04 13:35:15,320 - mmaction - INFO - Epoch [16][720/1413] lr: 5.949e-01, eta: 3 days, 23:19:13, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.1951, top5_acc: 0.4167, loss_cls: 4.0815, loss: 4.0815, grad_norm: 0.9292 2020-10-04 13:35:35,004 - mmaction - INFO - Epoch [16][740/1413] lr: 5.949e-01, eta: 3 days, 23:18:44, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1941, top5_acc: 0.4034, loss_cls: 4.1139, loss: 4.1139, grad_norm: 0.9141 2020-10-04 13:35:54,663 - mmaction - INFO - Epoch [16][760/1413] lr: 5.949e-01, eta: 3 days, 23:18:16, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1990, top5_acc: 0.4148, loss_cls: 4.0642, loss: 4.0642, grad_norm: 0.9150 2020-10-04 13:36:14,237 - mmaction - INFO - Epoch [16][780/1413] lr: 5.949e-01, eta: 3 days, 23:17:46, time: 0.978, data_time: 0.002, memory: 8478, top1_acc: 0.2042, top5_acc: 0.4284, loss_cls: 4.0207, loss: 4.0207, grad_norm: 0.9300 2020-10-04 13:36:34,011 - mmaction - INFO - Epoch [16][800/1413] lr: 5.949e-01, eta: 3 days, 23:17:19, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1980, top5_acc: 0.4245, loss_cls: 4.0316, loss: 4.0316, grad_norm: 0.9324 2020-10-04 13:36:53,808 - mmaction - INFO - Epoch [16][820/1413] lr: 5.949e-01, eta: 3 days, 23:16:53, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1986, top5_acc: 0.4182, loss_cls: 4.0818, loss: 4.0818, grad_norm: 0.9238 2020-10-04 13:37:13,498 - mmaction - INFO - Epoch [16][840/1413] lr: 5.949e-01, eta: 3 days, 23:16:25, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.1992, top5_acc: 0.4146, loss_cls: 4.0777, loss: 4.0777, grad_norm: 0.9308 2020-10-04 13:37:33,137 - mmaction - INFO - Epoch [16][860/1413] lr: 5.949e-01, eta: 3 days, 23:15:56, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1978, top5_acc: 0.4079, loss_cls: 4.0933, loss: 4.0933, grad_norm: 0.9349 2020-10-04 13:37:52,939 - mmaction - INFO - Epoch [16][880/1413] lr: 5.949e-01, eta: 3 days, 23:15:30, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.1967, top5_acc: 0.4143, loss_cls: 4.0767, loss: 4.0767, grad_norm: 0.9229 2020-10-04 13:38:12,607 - mmaction - INFO - Epoch [16][900/1413] lr: 5.949e-01, eta: 3 days, 23:15:02, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1990, top5_acc: 0.4146, loss_cls: 4.0585, loss: 4.0585, grad_norm: 0.9200 2020-10-04 13:38:32,319 - mmaction - INFO - Epoch [16][920/1413] lr: 5.949e-01, eta: 3 days, 23:14:34, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1988, top5_acc: 0.4109, loss_cls: 4.0810, loss: 4.0810, grad_norm: 0.9193 2020-10-04 13:38:52,070 - mmaction - INFO - Epoch [16][940/1413] lr: 5.949e-01, eta: 3 days, 23:14:07, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.1952, top5_acc: 0.4122, loss_cls: 4.0766, loss: 4.0766, grad_norm: 0.9219 2020-10-04 13:39:11,821 - mmaction - INFO - Epoch [16][960/1413] lr: 5.949e-01, eta: 3 days, 23:13:40, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.1872, top5_acc: 0.4055, loss_cls: 4.1165, loss: 4.1165, grad_norm: 0.9294 2020-10-04 13:39:31,508 - mmaction - INFO - Epoch [16][980/1413] lr: 5.949e-01, eta: 3 days, 23:13:12, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2025, top5_acc: 0.4121, loss_cls: 4.0710, loss: 4.0710, grad_norm: 0.9354 2020-10-04 13:39:51,175 - mmaction - INFO - Epoch [16][1000/1413] lr: 5.949e-01, eta: 3 days, 23:12:44, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1966, top5_acc: 0.4099, loss_cls: 4.0783, loss: 4.0783, grad_norm: 0.9265 2020-10-04 13:40:10,929 - mmaction - INFO - Epoch [16][1020/1413] lr: 5.949e-01, eta: 3 days, 23:12:17, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2047, top5_acc: 0.4227, loss_cls: 4.0308, loss: 4.0308, grad_norm: 0.9218 2020-10-04 13:40:30,632 - mmaction - INFO - Epoch [16][1040/1413] lr: 5.949e-01, eta: 3 days, 23:11:50, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2072, top5_acc: 0.4236, loss_cls: 4.0277, loss: 4.0277, grad_norm: 0.9282 2020-10-04 13:40:50,309 - mmaction - INFO - Epoch [16][1060/1413] lr: 5.949e-01, eta: 3 days, 23:11:22, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1982, top5_acc: 0.4168, loss_cls: 4.0808, loss: 4.0808, grad_norm: 0.9349 2020-10-04 13:41:10,041 - mmaction - INFO - Epoch [16][1080/1413] lr: 5.949e-01, eta: 3 days, 23:10:55, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2120, top5_acc: 0.4208, loss_cls: 4.0403, loss: 4.0403, grad_norm: 0.9280 2020-10-04 13:41:29,718 - mmaction - INFO - Epoch [16][1100/1413] lr: 5.949e-01, eta: 3 days, 23:10:27, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.1974, top5_acc: 0.4155, loss_cls: 4.0834, loss: 4.0834, grad_norm: 0.9311 2020-10-04 13:41:49,338 - mmaction - INFO - Epoch [16][1120/1413] lr: 5.949e-01, eta: 3 days, 23:09:58, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.1930, top5_acc: 0.4122, loss_cls: 4.0872, loss: 4.0872, grad_norm: 0.9284 2020-10-04 13:42:09,070 - mmaction - INFO - Epoch [16][1140/1413] lr: 5.949e-01, eta: 3 days, 23:09:30, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.1977, top5_acc: 0.4008, loss_cls: 4.1183, loss: 4.1183, grad_norm: 0.9373 2020-10-04 13:42:28,841 - mmaction - INFO - Epoch [16][1160/1413] lr: 5.949e-01, eta: 3 days, 23:09:04, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2004, top5_acc: 0.4116, loss_cls: 4.0811, loss: 4.0811, grad_norm: 0.9271 2020-10-04 13:42:48,450 - mmaction - INFO - Epoch [16][1180/1413] lr: 5.949e-01, eta: 3 days, 23:08:35, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2027, top5_acc: 0.4171, loss_cls: 4.0918, loss: 4.0918, grad_norm: 0.9220 2020-10-04 13:43:08,085 - mmaction - INFO - Epoch [16][1200/1413] lr: 5.949e-01, eta: 3 days, 23:08:06, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2014, top5_acc: 0.4188, loss_cls: 4.0678, loss: 4.0678, grad_norm: 0.9257 2020-10-04 13:43:27,806 - mmaction - INFO - Epoch [16][1220/1413] lr: 5.949e-01, eta: 3 days, 23:07:39, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.1993, top5_acc: 0.4206, loss_cls: 4.0736, loss: 4.0736, grad_norm: 0.9267 2020-10-04 13:43:47,608 - mmaction - INFO - Epoch [16][1240/1413] lr: 5.949e-01, eta: 3 days, 23:07:13, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1898, top5_acc: 0.4056, loss_cls: 4.0943, loss: 4.0943, grad_norm: 0.9194 2020-10-04 13:44:07,304 - mmaction - INFO - Epoch [16][1260/1413] lr: 5.949e-01, eta: 3 days, 23:06:46, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1980, top5_acc: 0.4137, loss_cls: 4.0862, loss: 4.0862, grad_norm: 0.9331 2020-10-04 13:44:26,987 - mmaction - INFO - Epoch [16][1280/1413] lr: 5.949e-01, eta: 3 days, 23:06:18, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1957, top5_acc: 0.4089, loss_cls: 4.1103, loss: 4.1103, grad_norm: 0.9252 2020-10-04 13:44:46,732 - mmaction - INFO - Epoch [16][1300/1413] lr: 5.949e-01, eta: 3 days, 23:05:51, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.1952, top5_acc: 0.4022, loss_cls: 4.1034, loss: 4.1034, grad_norm: 0.9187 2020-10-04 13:45:06,375 - mmaction - INFO - Epoch [16][1320/1413] lr: 5.949e-01, eta: 3 days, 23:05:23, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2023, top5_acc: 0.4124, loss_cls: 4.0805, loss: 4.0805, grad_norm: 0.9278 2020-10-04 13:45:26,021 - mmaction - INFO - Epoch [16][1340/1413] lr: 5.949e-01, eta: 3 days, 23:04:55, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2039, top5_acc: 0.4132, loss_cls: 4.0662, loss: 4.0662, grad_norm: 0.9405 2020-10-04 13:45:45,790 - mmaction - INFO - Epoch [16][1360/1413] lr: 5.949e-01, eta: 3 days, 23:04:28, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1962, top5_acc: 0.4092, loss_cls: 4.0926, loss: 4.0926, grad_norm: 0.9292 2020-10-04 13:46:05,433 - mmaction - INFO - Epoch [16][1380/1413] lr: 5.949e-01, eta: 3 days, 23:04:00, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1922, top5_acc: 0.4086, loss_cls: 4.0985, loss: 4.0985, grad_norm: 0.9247 2020-10-04 13:46:25,125 - mmaction - INFO - Epoch [16][1400/1413] lr: 5.949e-01, eta: 3 days, 23:03:32, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1922, top5_acc: 0.4074, loss_cls: 4.0896, loss: 4.0896, grad_norm: 0.9135 2020-10-04 13:46:38,481 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-10-04 13:48:01,284 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-04 13:48:03,800 - mmaction - INFO - top1_acc 0.1872 top5_acc 0.3987 2020-10-04 13:48:03,801 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-04 13:48:03,918 - mmaction - INFO - mean_acc 0.1872 2020-10-04 13:48:03,918 - mmaction - INFO - Now best checkpoint is epoch_16.pth 2020-10-04 13:48:03,946 - mmaction - INFO - Epoch(val) [16][1413] top1_acc: 0.1872, top5_acc: 0.3987, mean_class_accuracy: 0.1872 2020-10-04 13:48:50,341 - mmaction - INFO - Epoch [17][20/1413] lr: 5.942e-01, eta: 3 days, 23:06:15, time: 2.318, data_time: 1.212, memory: 8478, top1_acc: 0.2092, top5_acc: 0.4164, loss_cls: 4.0818, loss: 4.0818, grad_norm: 0.9132 2020-10-04 13:49:09,685 - mmaction - INFO - Epoch [17][40/1413] lr: 5.942e-01, eta: 3 days, 23:05:42, time: 0.967, data_time: 0.002, memory: 8478, top1_acc: 0.2017, top5_acc: 0.4197, loss_cls: 4.0542, loss: 4.0542, grad_norm: 0.9250 2020-10-04 13:49:29,190 - mmaction - INFO - Epoch [17][60/1413] lr: 5.942e-01, eta: 3 days, 23:05:11, time: 0.976, data_time: 0.002, memory: 8478, top1_acc: 0.2005, top5_acc: 0.4181, loss_cls: 4.0213, loss: 4.0213, grad_norm: 0.9242 2020-10-04 13:49:48,922 - mmaction - INFO - Epoch [17][80/1413] lr: 5.942e-01, eta: 3 days, 23:04:44, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2046, top5_acc: 0.4262, loss_cls: 4.0282, loss: 4.0282, grad_norm: 0.9368 2020-10-04 13:50:08,671 - mmaction - INFO - Epoch [17][100/1413] lr: 5.942e-01, eta: 3 days, 23:04:17, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2033, top5_acc: 0.4254, loss_cls: 4.0211, loss: 4.0211, grad_norm: 0.9375 2020-10-04 13:50:28,491 - mmaction - INFO - Epoch [17][120/1413] lr: 5.942e-01, eta: 3 days, 23:03:52, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.1947, top5_acc: 0.4115, loss_cls: 4.0614, loss: 4.0614, grad_norm: 0.9342 2020-10-04 13:50:48,065 - mmaction - INFO - Epoch [17][140/1413] lr: 5.942e-01, eta: 3 days, 23:03:23, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2001, top5_acc: 0.4210, loss_cls: 4.0274, loss: 4.0274, grad_norm: 0.9327 2020-10-04 13:51:07,773 - mmaction - INFO - Epoch [17][160/1413] lr: 5.942e-01, eta: 3 days, 23:02:55, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2059, top5_acc: 0.4227, loss_cls: 4.0325, loss: 4.0325, grad_norm: 0.9362 2020-10-04 13:51:27,469 - mmaction - INFO - Epoch [17][180/1413] lr: 5.942e-01, eta: 3 days, 23:02:27, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.1991, top5_acc: 0.4191, loss_cls: 4.0763, loss: 4.0763, grad_norm: 0.9205 2020-10-04 13:51:47,183 - mmaction - INFO - Epoch [17][200/1413] lr: 5.942e-01, eta: 3 days, 23:02:00, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2048, top5_acc: 0.4181, loss_cls: 4.0191, loss: 4.0191, grad_norm: 0.9398 2020-10-04 13:52:06,857 - mmaction - INFO - Epoch [17][220/1413] lr: 5.942e-01, eta: 3 days, 23:01:32, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1978, top5_acc: 0.4164, loss_cls: 4.0646, loss: 4.0646, grad_norm: 0.9277 2020-10-04 13:52:26,496 - mmaction - INFO - Epoch [17][240/1413] lr: 5.942e-01, eta: 3 days, 23:01:04, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1991, top5_acc: 0.4132, loss_cls: 4.0645, loss: 4.0645, grad_norm: 0.9194 2020-10-04 13:52:46,192 - mmaction - INFO - Epoch [17][260/1413] lr: 5.942e-01, eta: 3 days, 23:00:37, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2014, top5_acc: 0.4128, loss_cls: 4.0875, loss: 4.0875, grad_norm: 0.9236 2020-10-04 13:53:05,839 - mmaction - INFO - Epoch [17][280/1413] lr: 5.942e-01, eta: 3 days, 23:00:09, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1941, top5_acc: 0.4074, loss_cls: 4.0891, loss: 4.0891, grad_norm: 0.9332 2020-10-04 13:53:25,466 - mmaction - INFO - Epoch [17][300/1413] lr: 5.942e-01, eta: 3 days, 22:59:40, time: 0.980, data_time: 0.001, memory: 8478, top1_acc: 0.2030, top5_acc: 0.4238, loss_cls: 4.0386, loss: 4.0386, grad_norm: 0.9378 2020-10-04 13:53:45,205 - mmaction - INFO - Epoch [17][320/1413] lr: 5.942e-01, eta: 3 days, 22:59:13, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2034, top5_acc: 0.4099, loss_cls: 4.0929, loss: 4.0929, grad_norm: 0.9333 2020-10-04 13:54:04,916 - mmaction - INFO - Epoch [17][340/1413] lr: 5.942e-01, eta: 3 days, 22:58:46, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2016, top5_acc: 0.4151, loss_cls: 4.0848, loss: 4.0848, grad_norm: 0.9273 2020-10-04 13:54:24,664 - mmaction - INFO - Epoch [17][360/1413] lr: 5.942e-01, eta: 3 days, 22:58:19, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2018, top5_acc: 0.4132, loss_cls: 4.0610, loss: 4.0610, grad_norm: 0.9200 2020-10-04 13:54:44,318 - mmaction - INFO - Epoch [17][380/1413] lr: 5.942e-01, eta: 3 days, 22:57:51, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2020, top5_acc: 0.4126, loss_cls: 4.0810, loss: 4.0810, grad_norm: 0.9099 2020-10-04 13:55:04,103 - mmaction - INFO - Epoch [17][400/1413] lr: 5.942e-01, eta: 3 days, 22:57:25, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1983, top5_acc: 0.4083, loss_cls: 4.0974, loss: 4.0974, grad_norm: 0.9134 2020-10-04 13:55:23,799 - mmaction - INFO - Epoch [17][420/1413] lr: 5.942e-01, eta: 3 days, 22:56:58, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2034, top5_acc: 0.4130, loss_cls: 4.0510, loss: 4.0510, grad_norm: 0.9407 2020-10-04 13:55:43,522 - mmaction - INFO - Epoch [17][440/1413] lr: 5.942e-01, eta: 3 days, 22:56:31, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2004, top5_acc: 0.4128, loss_cls: 4.0820, loss: 4.0820, grad_norm: 0.9279 2020-10-04 13:56:03,130 - mmaction - INFO - Epoch [17][460/1413] lr: 5.942e-01, eta: 3 days, 22:56:02, time: 0.981, data_time: 0.003, memory: 8478, top1_acc: 0.1930, top5_acc: 0.4091, loss_cls: 4.0978, loss: 4.0978, grad_norm: 0.9327 2020-10-04 13:56:22,861 - mmaction - INFO - Epoch [17][480/1413] lr: 5.942e-01, eta: 3 days, 22:55:35, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2020, top5_acc: 0.4141, loss_cls: 4.0519, loss: 4.0519, grad_norm: 0.9343 2020-10-04 13:56:42,584 - mmaction - INFO - Epoch [17][500/1413] lr: 5.942e-01, eta: 3 days, 22:55:08, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1958, top5_acc: 0.4133, loss_cls: 4.0484, loss: 4.0484, grad_norm: 0.9374 2020-10-04 13:57:02,382 - mmaction - INFO - Epoch [17][520/1413] lr: 5.942e-01, eta: 3 days, 22:54:43, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.1980, top5_acc: 0.4115, loss_cls: 4.0889, loss: 4.0889, grad_norm: 0.9264 2020-10-04 13:57:22,116 - mmaction - INFO - Epoch [17][540/1413] lr: 5.942e-01, eta: 3 days, 22:54:16, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2009, top5_acc: 0.4212, loss_cls: 4.0399, loss: 4.0399, grad_norm: 0.9179 2020-10-04 13:57:41,767 - mmaction - INFO - Epoch [17][560/1413] lr: 5.942e-01, eta: 3 days, 22:53:48, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.1940, top5_acc: 0.4134, loss_cls: 4.1011, loss: 4.1011, grad_norm: 0.9262 2020-10-04 13:58:01,390 - mmaction - INFO - Epoch [17][580/1413] lr: 5.942e-01, eta: 3 days, 22:53:20, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1999, top5_acc: 0.4177, loss_cls: 4.0525, loss: 4.0525, grad_norm: 0.9309 2020-10-04 13:58:21,086 - mmaction - INFO - Epoch [17][600/1413] lr: 5.942e-01, eta: 3 days, 22:52:53, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.1943, top5_acc: 0.4056, loss_cls: 4.1043, loss: 4.1043, grad_norm: 0.9380 2020-10-04 13:58:40,779 - mmaction - INFO - Epoch [17][620/1413] lr: 5.942e-01, eta: 3 days, 22:52:25, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2003, top5_acc: 0.4214, loss_cls: 4.0528, loss: 4.0528, grad_norm: 0.9272 2020-10-04 13:59:00,468 - mmaction - INFO - Epoch [17][640/1413] lr: 5.942e-01, eta: 3 days, 22:51:58, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2012, top5_acc: 0.4232, loss_cls: 4.0173, loss: 4.0173, grad_norm: 0.9122 2020-10-04 13:59:20,227 - mmaction - INFO - Epoch [17][660/1413] lr: 5.942e-01, eta: 3 days, 22:51:31, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2046, top5_acc: 0.4178, loss_cls: 4.0285, loss: 4.0285, grad_norm: 0.9367 2020-10-04 13:59:39,952 - mmaction - INFO - Epoch [17][680/1413] lr: 5.942e-01, eta: 3 days, 22:51:05, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2012, top5_acc: 0.4091, loss_cls: 4.0485, loss: 4.0485, grad_norm: 0.9156 2020-10-04 13:59:59,655 - mmaction - INFO - Epoch [17][700/1413] lr: 5.942e-01, eta: 3 days, 22:50:38, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2082, top5_acc: 0.4219, loss_cls: 4.0171, loss: 4.0171, grad_norm: 0.9270 2020-10-04 14:00:21,430 - mmaction - INFO - Epoch [17][720/1413] lr: 5.942e-01, eta: 3 days, 22:50:40, time: 1.088, data_time: 0.002, memory: 8478, top1_acc: 0.1957, top5_acc: 0.4111, loss_cls: 4.0606, loss: 4.0606, grad_norm: 0.9395 2020-10-04 14:00:41,127 - mmaction - INFO - Epoch [17][740/1413] lr: 5.942e-01, eta: 3 days, 22:50:13, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.1969, top5_acc: 0.4069, loss_cls: 4.1138, loss: 4.1138, grad_norm: 0.9176 2020-10-04 14:01:00,936 - mmaction - INFO - Epoch [17][760/1413] lr: 5.942e-01, eta: 3 days, 22:49:48, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2056, top5_acc: 0.4159, loss_cls: 4.0575, loss: 4.0575, grad_norm: 0.9607 2020-10-04 14:01:20,634 - mmaction - INFO - Epoch [17][780/1413] lr: 5.942e-01, eta: 3 days, 22:49:21, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1964, top5_acc: 0.4141, loss_cls: 4.0748, loss: 4.0748, grad_norm: 0.9184 2020-10-04 14:01:40,369 - mmaction - INFO - Epoch [17][800/1413] lr: 5.942e-01, eta: 3 days, 22:48:54, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2087, top5_acc: 0.4220, loss_cls: 4.0419, loss: 4.0419, grad_norm: 0.9210 2020-10-04 14:02:00,062 - mmaction - INFO - Epoch [17][820/1413] lr: 5.942e-01, eta: 3 days, 22:48:27, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2014, top5_acc: 0.4204, loss_cls: 4.0313, loss: 4.0313, grad_norm: 0.9333 2020-10-04 14:02:19,842 - mmaction - INFO - Epoch [17][840/1413] lr: 5.942e-01, eta: 3 days, 22:48:01, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2046, top5_acc: 0.4229, loss_cls: 4.0317, loss: 4.0317, grad_norm: 0.9247 2020-10-04 14:02:39,523 - mmaction - INFO - Epoch [17][860/1413] lr: 5.942e-01, eta: 3 days, 22:47:34, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1973, top5_acc: 0.4074, loss_cls: 4.0892, loss: 4.0892, grad_norm: 0.9200 2020-10-04 14:02:59,234 - mmaction - INFO - Epoch [17][880/1413] lr: 5.942e-01, eta: 3 days, 22:47:07, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1977, top5_acc: 0.4100, loss_cls: 4.0397, loss: 4.0397, grad_norm: 0.9264 2020-10-04 14:03:18,899 - mmaction - INFO - Epoch [17][900/1413] lr: 5.942e-01, eta: 3 days, 22:46:39, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1970, top5_acc: 0.4151, loss_cls: 4.0629, loss: 4.0629, grad_norm: 0.9346 2020-10-04 14:03:38,612 - mmaction - INFO - Epoch [17][920/1413] lr: 5.942e-01, eta: 3 days, 22:46:12, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2013, top5_acc: 0.4204, loss_cls: 4.0463, loss: 4.0463, grad_norm: 0.9226 2020-10-04 14:03:58,186 - mmaction - INFO - Epoch [17][940/1413] lr: 5.942e-01, eta: 3 days, 22:45:44, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.1983, top5_acc: 0.4142, loss_cls: 4.0453, loss: 4.0453, grad_norm: 0.9428 2020-10-04 14:04:17,869 - mmaction - INFO - Epoch [17][960/1413] lr: 5.942e-01, eta: 3 days, 22:45:16, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2039, top5_acc: 0.4201, loss_cls: 4.0564, loss: 4.0564, grad_norm: 0.9484 2020-10-04 14:04:37,520 - mmaction - INFO - Epoch [17][980/1413] lr: 5.942e-01, eta: 3 days, 22:44:49, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2016, top5_acc: 0.4173, loss_cls: 4.0698, loss: 4.0698, grad_norm: 0.9210 2020-10-04 14:04:57,169 - mmaction - INFO - Epoch [17][1000/1413] lr: 5.942e-01, eta: 3 days, 22:44:21, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2052, top5_acc: 0.4208, loss_cls: 4.0218, loss: 4.0218, grad_norm: 0.9344 2020-10-04 14:05:16,833 - mmaction - INFO - Epoch [17][1020/1413] lr: 5.942e-01, eta: 3 days, 22:43:53, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2033, top5_acc: 0.4230, loss_cls: 4.0411, loss: 4.0411, grad_norm: 0.9002 2020-10-04 14:05:36,572 - mmaction - INFO - Epoch [17][1040/1413] lr: 5.942e-01, eta: 3 days, 22:43:27, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2035, top5_acc: 0.4259, loss_cls: 4.0309, loss: 4.0309, grad_norm: 0.9333 2020-10-04 14:05:56,253 - mmaction - INFO - Epoch [17][1060/1413] lr: 5.942e-01, eta: 3 days, 22:43:00, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2076, top5_acc: 0.4283, loss_cls: 4.0430, loss: 4.0430, grad_norm: 0.9212 2020-10-04 14:06:15,902 - mmaction - INFO - Epoch [17][1080/1413] lr: 5.942e-01, eta: 3 days, 22:42:32, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1961, top5_acc: 0.4167, loss_cls: 4.0521, loss: 4.0521, grad_norm: 0.9214 2020-10-04 14:06:35,645 - mmaction - INFO - Epoch [17][1100/1413] lr: 5.942e-01, eta: 3 days, 22:42:06, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2009, top5_acc: 0.4212, loss_cls: 4.0398, loss: 4.0398, grad_norm: 0.9332 2020-10-04 14:06:55,377 - mmaction - INFO - Epoch [17][1120/1413] lr: 5.942e-01, eta: 3 days, 22:41:39, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2033, top5_acc: 0.4276, loss_cls: 4.0188, loss: 4.0188, grad_norm: 0.9368 2020-10-04 14:07:15,163 - mmaction - INFO - Epoch [17][1140/1413] lr: 5.942e-01, eta: 3 days, 22:41:14, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1940, top5_acc: 0.4152, loss_cls: 4.0848, loss: 4.0848, grad_norm: 0.9259 2020-10-04 14:07:34,939 - mmaction - INFO - Epoch [17][1160/1413] lr: 5.942e-01, eta: 3 days, 22:40:48, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1934, top5_acc: 0.4104, loss_cls: 4.0831, loss: 4.0831, grad_norm: 0.9333 2020-10-04 14:07:54,658 - mmaction - INFO - Epoch [17][1180/1413] lr: 5.942e-01, eta: 3 days, 22:40:22, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2073, top5_acc: 0.4195, loss_cls: 4.0389, loss: 4.0389, grad_norm: 0.9235 2020-10-04 14:08:14,402 - mmaction - INFO - Epoch [17][1200/1413] lr: 5.942e-01, eta: 3 days, 22:39:55, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.1982, top5_acc: 0.4118, loss_cls: 4.0512, loss: 4.0512, grad_norm: 0.9329 2020-10-04 14:08:34,144 - mmaction - INFO - Epoch [17][1220/1413] lr: 5.942e-01, eta: 3 days, 22:39:29, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2038, top5_acc: 0.4219, loss_cls: 4.0428, loss: 4.0428, grad_norm: 0.9256 2020-10-04 14:08:53,887 - mmaction - INFO - Epoch [17][1240/1413] lr: 5.942e-01, eta: 3 days, 22:39:03, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2047, top5_acc: 0.4122, loss_cls: 4.0648, loss: 4.0648, grad_norm: 0.9312 2020-10-04 14:09:13,515 - mmaction - INFO - Epoch [17][1260/1413] lr: 5.942e-01, eta: 3 days, 22:38:35, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2046, top5_acc: 0.4145, loss_cls: 4.0528, loss: 4.0528, grad_norm: 0.9379 2020-10-04 14:09:33,239 - mmaction - INFO - Epoch [17][1280/1413] lr: 5.942e-01, eta: 3 days, 22:38:08, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1944, top5_acc: 0.4187, loss_cls: 4.0755, loss: 4.0755, grad_norm: 0.9354 2020-10-04 14:09:52,938 - mmaction - INFO - Epoch [17][1300/1413] lr: 5.942e-01, eta: 3 days, 22:37:42, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2033, top5_acc: 0.4148, loss_cls: 4.0267, loss: 4.0267, grad_norm: 0.9335 2020-10-04 14:10:12,583 - mmaction - INFO - Epoch [17][1320/1413] lr: 5.942e-01, eta: 3 days, 22:37:14, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1957, top5_acc: 0.4064, loss_cls: 4.1072, loss: 4.1072, grad_norm: 0.9394 2020-10-04 14:10:32,300 - mmaction - INFO - Epoch [17][1340/1413] lr: 5.942e-01, eta: 3 days, 22:36:48, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1964, top5_acc: 0.4180, loss_cls: 4.0657, loss: 4.0657, grad_norm: 0.9356 2020-10-04 14:10:52,007 - mmaction - INFO - Epoch [17][1360/1413] lr: 5.942e-01, eta: 3 days, 22:36:21, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2031, top5_acc: 0.4148, loss_cls: 4.0709, loss: 4.0709, grad_norm: 0.9275 2020-10-04 14:11:11,735 - mmaction - INFO - Epoch [17][1380/1413] lr: 5.942e-01, eta: 3 days, 22:35:54, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2048, top5_acc: 0.4268, loss_cls: 4.0303, loss: 4.0303, grad_norm: 0.9335 2020-10-04 14:11:31,520 - mmaction - INFO - Epoch [17][1400/1413] lr: 5.942e-01, eta: 3 days, 22:35:29, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2005, top5_acc: 0.4128, loss_cls: 4.0804, loss: 4.0804, grad_norm: 0.9118 2020-10-04 14:12:39,705 - mmaction - INFO - Epoch [18][20/1413] lr: 5.935e-01, eta: 3 days, 22:39:41, time: 2.680, data_time: 1.596, memory: 8478, top1_acc: 0.1924, top5_acc: 0.4176, loss_cls: 4.0683, loss: 4.0683, grad_norm: 0.9343 2020-10-04 14:12:59,185 - mmaction - INFO - Epoch [18][40/1413] lr: 5.935e-01, eta: 3 days, 22:39:11, time: 0.973, data_time: 0.002, memory: 8478, top1_acc: 0.2008, top5_acc: 0.4124, loss_cls: 4.0530, loss: 4.0530, grad_norm: 0.9202 2020-10-04 14:13:18,831 - mmaction - INFO - Epoch [18][60/1413] lr: 5.935e-01, eta: 3 days, 22:38:43, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2003, top5_acc: 0.4155, loss_cls: 4.0773, loss: 4.0773, grad_norm: 0.9418 2020-10-04 14:13:38,517 - mmaction - INFO - Epoch [18][80/1413] lr: 5.935e-01, eta: 3 days, 22:38:16, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2023, top5_acc: 0.4163, loss_cls: 4.0519, loss: 4.0519, grad_norm: 0.9242 2020-10-04 14:13:58,211 - mmaction - INFO - Epoch [18][100/1413] lr: 5.935e-01, eta: 3 days, 22:37:49, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2107, top5_acc: 0.4247, loss_cls: 4.0146, loss: 4.0146, grad_norm: 0.9364 2020-10-04 14:14:17,840 - mmaction - INFO - Epoch [18][120/1413] lr: 5.935e-01, eta: 3 days, 22:37:21, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1943, top5_acc: 0.4102, loss_cls: 4.0796, loss: 4.0796, grad_norm: 0.9308 2020-10-04 14:14:37,617 - mmaction - INFO - Epoch [18][140/1413] lr: 5.935e-01, eta: 3 days, 22:36:56, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2033, top5_acc: 0.4156, loss_cls: 4.0633, loss: 4.0633, grad_norm: 0.9235 2020-10-04 14:14:57,265 - mmaction - INFO - Epoch [18][160/1413] lr: 5.935e-01, eta: 3 days, 22:36:28, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2046, top5_acc: 0.4125, loss_cls: 4.0385, loss: 4.0385, grad_norm: 0.9191 2020-10-04 14:15:17,121 - mmaction - INFO - Epoch [18][180/1413] lr: 5.935e-01, eta: 3 days, 22:36:03, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2079, top5_acc: 0.4276, loss_cls: 4.0295, loss: 4.0295, grad_norm: 0.9481 2020-10-04 14:15:36,895 - mmaction - INFO - Epoch [18][200/1413] lr: 5.935e-01, eta: 3 days, 22:35:37, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2064, top5_acc: 0.4250, loss_cls: 4.0318, loss: 4.0318, grad_norm: 0.9398 2020-10-04 14:15:56,625 - mmaction - INFO - Epoch [18][220/1413] lr: 5.935e-01, eta: 3 days, 22:35:11, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2025, top5_acc: 0.4211, loss_cls: 4.0400, loss: 4.0400, grad_norm: 0.9470 2020-10-04 14:16:16,447 - mmaction - INFO - Epoch [18][240/1413] lr: 5.935e-01, eta: 3 days, 22:34:46, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2036, top5_acc: 0.4130, loss_cls: 4.0716, loss: 4.0716, grad_norm: 0.9401 2020-10-04 14:16:36,136 - mmaction - INFO - Epoch [18][260/1413] lr: 5.935e-01, eta: 3 days, 22:34:19, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1947, top5_acc: 0.4074, loss_cls: 4.1094, loss: 4.1094, grad_norm: 0.9299 2020-10-04 14:16:55,935 - mmaction - INFO - Epoch [18][280/1413] lr: 5.935e-01, eta: 3 days, 22:33:53, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1978, top5_acc: 0.4229, loss_cls: 4.0447, loss: 4.0447, grad_norm: 0.9352 2020-10-04 14:17:15,602 - mmaction - INFO - Epoch [18][300/1413] lr: 5.935e-01, eta: 3 days, 22:33:26, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.1999, top5_acc: 0.4116, loss_cls: 4.0608, loss: 4.0608, grad_norm: 0.9154 2020-10-04 14:17:35,319 - mmaction - INFO - Epoch [18][320/1413] lr: 5.935e-01, eta: 3 days, 22:32:59, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2057, top5_acc: 0.4201, loss_cls: 4.0282, loss: 4.0282, grad_norm: 0.9321 2020-10-04 14:17:55,045 - mmaction - INFO - Epoch [18][340/1413] lr: 5.935e-01, eta: 3 days, 22:32:33, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2085, top5_acc: 0.4225, loss_cls: 4.0250, loss: 4.0250, grad_norm: 0.9326 2020-10-04 14:18:14,767 - mmaction - INFO - Epoch [18][360/1413] lr: 5.935e-01, eta: 3 days, 22:32:07, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.1978, top5_acc: 0.4132, loss_cls: 4.0589, loss: 4.0589, grad_norm: 0.9219 2020-10-04 14:18:34,483 - mmaction - INFO - Epoch [18][380/1413] lr: 5.935e-01, eta: 3 days, 22:31:40, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1990, top5_acc: 0.4279, loss_cls: 4.0320, loss: 4.0320, grad_norm: 0.9258 2020-10-04 14:18:54,204 - mmaction - INFO - Epoch [18][400/1413] lr: 5.935e-01, eta: 3 days, 22:31:14, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2038, top5_acc: 0.4272, loss_cls: 4.0217, loss: 4.0217, grad_norm: 0.9345 2020-10-04 14:19:13,812 - mmaction - INFO - Epoch [18][420/1413] lr: 5.935e-01, eta: 3 days, 22:30:45, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.1970, top5_acc: 0.4069, loss_cls: 4.0775, loss: 4.0775, grad_norm: 0.9407 2020-10-04 14:19:33,479 - mmaction - INFO - Epoch [18][440/1413] lr: 5.935e-01, eta: 3 days, 22:30:19, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2018, top5_acc: 0.4145, loss_cls: 4.0585, loss: 4.0585, grad_norm: 0.9288 2020-10-04 14:19:53,101 - mmaction - INFO - Epoch [18][460/1413] lr: 5.935e-01, eta: 3 days, 22:29:51, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2003, top5_acc: 0.4189, loss_cls: 4.0365, loss: 4.0365, grad_norm: 0.9220 2020-10-04 14:20:12,814 - mmaction - INFO - Epoch [18][480/1413] lr: 5.935e-01, eta: 3 days, 22:29:24, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2155, top5_acc: 0.4292, loss_cls: 3.9861, loss: 3.9861, grad_norm: 0.9306 2020-10-04 14:20:32,500 - mmaction - INFO - Epoch [18][500/1413] lr: 5.935e-01, eta: 3 days, 22:28:57, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1990, top5_acc: 0.4227, loss_cls: 4.0377, loss: 4.0377, grad_norm: 0.9298 2020-10-04 14:20:52,360 - mmaction - INFO - Epoch [18][520/1413] lr: 5.935e-01, eta: 3 days, 22:28:33, time: 0.994, data_time: 0.003, memory: 8478, top1_acc: 0.2021, top5_acc: 0.4266, loss_cls: 4.0136, loss: 4.0136, grad_norm: 0.9363 2020-10-04 14:21:12,077 - mmaction - INFO - Epoch [18][540/1413] lr: 5.935e-01, eta: 3 days, 22:28:06, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2065, top5_acc: 0.4198, loss_cls: 4.0207, loss: 4.0207, grad_norm: 0.9464 2020-10-04 14:21:31,839 - mmaction - INFO - Epoch [18][560/1413] lr: 5.935e-01, eta: 3 days, 22:27:40, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2014, top5_acc: 0.4098, loss_cls: 4.0876, loss: 4.0876, grad_norm: 0.9414 2020-10-04 14:21:51,482 - mmaction - INFO - Epoch [18][580/1413] lr: 5.935e-01, eta: 3 days, 22:27:13, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1979, top5_acc: 0.4091, loss_cls: 4.0737, loss: 4.0737, grad_norm: 0.9346 2020-10-04 14:22:11,127 - mmaction - INFO - Epoch [18][600/1413] lr: 5.935e-01, eta: 3 days, 22:26:45, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2034, top5_acc: 0.4201, loss_cls: 4.0620, loss: 4.0620, grad_norm: 0.9278 2020-10-04 14:22:30,781 - mmaction - INFO - Epoch [18][620/1413] lr: 5.935e-01, eta: 3 days, 22:26:18, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1999, top5_acc: 0.4189, loss_cls: 4.0209, loss: 4.0209, grad_norm: 0.9322 2020-10-04 14:22:50,477 - mmaction - INFO - Epoch [18][640/1413] lr: 5.935e-01, eta: 3 days, 22:25:52, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2005, top5_acc: 0.4228, loss_cls: 4.0577, loss: 4.0577, grad_norm: 0.9337 2020-10-04 14:23:10,169 - mmaction - INFO - Epoch [18][660/1413] lr: 5.935e-01, eta: 3 days, 22:25:25, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2035, top5_acc: 0.4146, loss_cls: 4.0871, loss: 4.0871, grad_norm: 0.9176 2020-10-04 14:23:29,855 - mmaction - INFO - Epoch [18][680/1413] lr: 5.935e-01, eta: 3 days, 22:24:58, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2118, top5_acc: 0.4220, loss_cls: 4.0330, loss: 4.0330, grad_norm: 0.9354 2020-10-04 14:23:49,665 - mmaction - INFO - Epoch [18][700/1413] lr: 5.935e-01, eta: 3 days, 22:24:33, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2121, top5_acc: 0.4281, loss_cls: 4.0015, loss: 4.0015, grad_norm: 0.9418 2020-10-04 14:24:09,371 - mmaction - INFO - Epoch [18][720/1413] lr: 5.935e-01, eta: 3 days, 22:24:07, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2070, top5_acc: 0.4264, loss_cls: 4.0002, loss: 4.0002, grad_norm: 0.9281 2020-10-04 14:24:29,097 - mmaction - INFO - Epoch [18][740/1413] lr: 5.935e-01, eta: 3 days, 22:23:41, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1947, top5_acc: 0.4100, loss_cls: 4.0696, loss: 4.0696, grad_norm: 0.9501 2020-10-04 14:24:48,852 - mmaction - INFO - Epoch [18][760/1413] lr: 5.935e-01, eta: 3 days, 22:23:15, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2030, top5_acc: 0.4189, loss_cls: 4.0528, loss: 4.0528, grad_norm: 0.9371 2020-10-04 14:25:08,654 - mmaction - INFO - Epoch [18][780/1413] lr: 5.935e-01, eta: 3 days, 22:22:50, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.1970, top5_acc: 0.4141, loss_cls: 4.0564, loss: 4.0564, grad_norm: 0.9234 2020-10-04 14:25:28,411 - mmaction - INFO - Epoch [18][800/1413] lr: 5.935e-01, eta: 3 days, 22:22:24, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2046, top5_acc: 0.4333, loss_cls: 3.9926, loss: 3.9926, grad_norm: 0.9334 2020-10-04 14:25:48,144 - mmaction - INFO - Epoch [18][820/1413] lr: 5.935e-01, eta: 3 days, 22:21:58, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1986, top5_acc: 0.4122, loss_cls: 4.0667, loss: 4.0667, grad_norm: 0.9377 2020-10-04 14:26:07,935 - mmaction - INFO - Epoch [18][840/1413] lr: 5.935e-01, eta: 3 days, 22:21:32, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.1986, top5_acc: 0.4155, loss_cls: 4.0518, loss: 4.0518, grad_norm: 0.9327 2020-10-04 14:26:27,660 - mmaction - INFO - Epoch [18][860/1413] lr: 5.935e-01, eta: 3 days, 22:21:06, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.1990, top5_acc: 0.4184, loss_cls: 4.0381, loss: 4.0381, grad_norm: 0.9520 2020-10-04 14:26:47,327 - mmaction - INFO - Epoch [18][880/1413] lr: 5.935e-01, eta: 3 days, 22:20:39, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1891, top5_acc: 0.3973, loss_cls: 4.1531, loss: 4.1531, grad_norm: 0.9346 2020-10-04 14:27:07,063 - mmaction - INFO - Epoch [18][900/1413] lr: 5.935e-01, eta: 3 days, 22:20:13, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2040, top5_acc: 0.4233, loss_cls: 4.0028, loss: 4.0028, grad_norm: 0.9377 2020-10-04 14:27:26,859 - mmaction - INFO - Epoch [18][920/1413] lr: 5.935e-01, eta: 3 days, 22:19:48, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2094, top5_acc: 0.4220, loss_cls: 4.0363, loss: 4.0363, grad_norm: 0.9544 2020-10-04 14:27:46,533 - mmaction - INFO - Epoch [18][940/1413] lr: 5.935e-01, eta: 3 days, 22:19:21, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2009, top5_acc: 0.4094, loss_cls: 4.0793, loss: 4.0793, grad_norm: 0.9257 2020-10-04 14:28:06,169 - mmaction - INFO - Epoch [18][960/1413] lr: 5.935e-01, eta: 3 days, 22:18:54, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1999, top5_acc: 0.4159, loss_cls: 4.0495, loss: 4.0495, grad_norm: 0.9532 2020-10-04 14:28:25,959 - mmaction - INFO - Epoch [18][980/1413] lr: 5.935e-01, eta: 3 days, 22:18:29, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2068, top5_acc: 0.4229, loss_cls: 4.0364, loss: 4.0364, grad_norm: 0.9212 2020-10-04 14:28:45,690 - mmaction - INFO - Epoch [18][1000/1413] lr: 5.935e-01, eta: 3 days, 22:18:03, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2023, top5_acc: 0.4152, loss_cls: 4.0461, loss: 4.0461, grad_norm: 0.9316 2020-10-04 14:29:05,410 - mmaction - INFO - Epoch [18][1020/1413] lr: 5.935e-01, eta: 3 days, 22:17:37, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1978, top5_acc: 0.4095, loss_cls: 4.0907, loss: 4.0907, grad_norm: 0.9235 2020-10-04 14:29:25,060 - mmaction - INFO - Epoch [18][1040/1413] lr: 5.935e-01, eta: 3 days, 22:17:09, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1982, top5_acc: 0.4298, loss_cls: 3.9981, loss: 3.9981, grad_norm: 0.9285 2020-10-04 14:29:44,809 - mmaction - INFO - Epoch [18][1060/1413] lr: 5.935e-01, eta: 3 days, 22:16:44, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1974, top5_acc: 0.4158, loss_cls: 4.0428, loss: 4.0428, grad_norm: 0.9470 2020-10-04 14:30:04,646 - mmaction - INFO - Epoch [18][1080/1413] lr: 5.935e-01, eta: 3 days, 22:16:19, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.1951, top5_acc: 0.4100, loss_cls: 4.0684, loss: 4.0684, grad_norm: 0.9306 2020-10-04 14:30:25,338 - mmaction - INFO - Epoch [18][1100/1413] lr: 5.935e-01, eta: 3 days, 22:16:06, time: 1.035, data_time: 0.002, memory: 8478, top1_acc: 0.2090, top5_acc: 0.4171, loss_cls: 4.0242, loss: 4.0242, grad_norm: 0.9389 2020-10-04 14:30:45,022 - mmaction - INFO - Epoch [18][1120/1413] lr: 5.935e-01, eta: 3 days, 22:15:39, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2031, top5_acc: 0.4206, loss_cls: 4.0784, loss: 4.0784, grad_norm: 0.9328 2020-10-04 14:31:04,695 - mmaction - INFO - Epoch [18][1140/1413] lr: 5.935e-01, eta: 3 days, 22:15:13, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2039, top5_acc: 0.4163, loss_cls: 4.0419, loss: 4.0419, grad_norm: 0.9371 2020-10-04 14:31:24,555 - mmaction - INFO - Epoch [18][1160/1413] lr: 5.935e-01, eta: 3 days, 22:14:48, time: 0.992, data_time: 0.001, memory: 8478, top1_acc: 0.2078, top5_acc: 0.4185, loss_cls: 4.0481, loss: 4.0481, grad_norm: 0.9232 2020-10-04 14:31:44,312 - mmaction - INFO - Epoch [18][1180/1413] lr: 5.935e-01, eta: 3 days, 22:14:23, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1995, top5_acc: 0.4043, loss_cls: 4.0915, loss: 4.0915, grad_norm: 0.9329 2020-10-04 14:32:04,062 - mmaction - INFO - Epoch [18][1200/1413] lr: 5.935e-01, eta: 3 days, 22:13:57, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2013, top5_acc: 0.4137, loss_cls: 4.0624, loss: 4.0624, grad_norm: 0.9221 2020-10-04 14:32:23,818 - mmaction - INFO - Epoch [18][1220/1413] lr: 5.935e-01, eta: 3 days, 22:13:32, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1997, top5_acc: 0.4277, loss_cls: 4.0005, loss: 4.0005, grad_norm: 0.9111 2020-10-04 14:32:43,585 - mmaction - INFO - Epoch [18][1240/1413] lr: 5.935e-01, eta: 3 days, 22:13:06, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1987, top5_acc: 0.4117, loss_cls: 4.0734, loss: 4.0734, grad_norm: 0.9391 2020-10-04 14:33:03,420 - mmaction - INFO - Epoch [18][1260/1413] lr: 5.935e-01, eta: 3 days, 22:12:42, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2009, top5_acc: 0.4100, loss_cls: 4.0693, loss: 4.0693, grad_norm: 0.9206 2020-10-04 14:33:23,226 - mmaction - INFO - Epoch [18][1280/1413] lr: 5.935e-01, eta: 3 days, 22:12:17, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1962, top5_acc: 0.4168, loss_cls: 4.0632, loss: 4.0632, grad_norm: 0.9388 2020-10-04 14:33:43,009 - mmaction - INFO - Epoch [18][1300/1413] lr: 5.935e-01, eta: 3 days, 22:11:52, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2017, top5_acc: 0.4107, loss_cls: 4.0690, loss: 4.0690, grad_norm: 0.9364 2020-10-04 14:34:02,965 - mmaction - INFO - Epoch [18][1320/1413] lr: 5.935e-01, eta: 3 days, 22:11:29, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2007, top5_acc: 0.4176, loss_cls: 4.0452, loss: 4.0452, grad_norm: 0.9325 2020-10-04 14:34:22,631 - mmaction - INFO - Epoch [18][1340/1413] lr: 5.935e-01, eta: 3 days, 22:11:02, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2048, top5_acc: 0.4154, loss_cls: 4.0676, loss: 4.0676, grad_norm: 0.9352 2020-10-04 14:34:42,417 - mmaction - INFO - Epoch [18][1360/1413] lr: 5.935e-01, eta: 3 days, 22:10:37, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2053, top5_acc: 0.4267, loss_cls: 3.9971, loss: 3.9971, grad_norm: 0.9430 2020-10-04 14:35:02,160 - mmaction - INFO - Epoch [18][1380/1413] lr: 5.935e-01, eta: 3 days, 22:10:11, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.1961, top5_acc: 0.4171, loss_cls: 4.0393, loss: 4.0393, grad_norm: 0.9388 2020-10-04 14:35:21,972 - mmaction - INFO - Epoch [18][1400/1413] lr: 5.935e-01, eta: 3 days, 22:09:46, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2026, top5_acc: 0.4199, loss_cls: 4.0552, loss: 4.0552, grad_norm: 0.9429 2020-10-04 14:36:25,853 - mmaction - INFO - Epoch [19][20/1413] lr: 5.927e-01, eta: 3 days, 22:13:03, time: 2.532, data_time: 1.387, memory: 8478, top1_acc: 0.2108, top5_acc: 0.4368, loss_cls: 3.9840, loss: 3.9840, grad_norm: 0.9221 2020-10-04 14:36:45,309 - mmaction - INFO - Epoch [19][40/1413] lr: 5.927e-01, eta: 3 days, 22:12:33, time: 0.972, data_time: 0.002, memory: 8478, top1_acc: 0.1991, top5_acc: 0.4251, loss_cls: 4.0584, loss: 4.0584, grad_norm: 0.9295 2020-10-04 14:37:05,058 - mmaction - INFO - Epoch [19][60/1413] lr: 5.927e-01, eta: 3 days, 22:12:07, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2030, top5_acc: 0.4214, loss_cls: 4.0352, loss: 4.0352, grad_norm: 0.9462 2020-10-04 14:37:24,696 - mmaction - INFO - Epoch [19][80/1413] lr: 5.927e-01, eta: 3 days, 22:11:40, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2074, top5_acc: 0.4310, loss_cls: 4.0088, loss: 4.0088, grad_norm: 0.9405 2020-10-04 14:37:44,470 - mmaction - INFO - Epoch [19][100/1413] lr: 5.927e-01, eta: 3 days, 22:11:15, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2115, top5_acc: 0.4293, loss_cls: 3.9912, loss: 3.9912, grad_norm: 0.9223 2020-10-04 14:38:04,209 - mmaction - INFO - Epoch [19][120/1413] lr: 5.927e-01, eta: 3 days, 22:10:49, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2076, top5_acc: 0.4194, loss_cls: 4.0358, loss: 4.0358, grad_norm: 0.9431 2020-10-04 14:38:23,874 - mmaction - INFO - Epoch [19][140/1413] lr: 5.927e-01, eta: 3 days, 22:10:22, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1930, top5_acc: 0.4128, loss_cls: 4.0429, loss: 4.0429, grad_norm: 0.9229 2020-10-04 14:38:43,641 - mmaction - INFO - Epoch [19][160/1413] lr: 5.927e-01, eta: 3 days, 22:09:56, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2151, top5_acc: 0.4271, loss_cls: 3.9925, loss: 3.9925, grad_norm: 0.9358 2020-10-04 14:39:03,472 - mmaction - INFO - Epoch [19][180/1413] lr: 5.927e-01, eta: 3 days, 22:09:32, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2040, top5_acc: 0.4171, loss_cls: 4.0215, loss: 4.0215, grad_norm: 0.9458 2020-10-04 14:39:23,264 - mmaction - INFO - Epoch [19][200/1413] lr: 5.927e-01, eta: 3 days, 22:09:07, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2025, top5_acc: 0.4150, loss_cls: 4.0780, loss: 4.0780, grad_norm: 0.9404 2020-10-04 14:39:43,138 - mmaction - INFO - Epoch [19][220/1413] lr: 5.927e-01, eta: 3 days, 22:08:43, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2052, top5_acc: 0.4240, loss_cls: 4.0269, loss: 4.0269, grad_norm: 0.9391 2020-10-04 14:40:02,888 - mmaction - INFO - Epoch [19][240/1413] lr: 5.927e-01, eta: 3 days, 22:08:17, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2021, top5_acc: 0.4174, loss_cls: 4.0452, loss: 4.0452, grad_norm: 0.9385 2020-10-04 14:40:22,718 - mmaction - INFO - Epoch [19][260/1413] lr: 5.927e-01, eta: 3 days, 22:07:53, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2155, top5_acc: 0.4318, loss_cls: 3.9789, loss: 3.9789, grad_norm: 0.9326 2020-10-04 14:40:42,508 - mmaction - INFO - Epoch [19][280/1413] lr: 5.927e-01, eta: 3 days, 22:07:27, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1983, top5_acc: 0.4112, loss_cls: 4.0603, loss: 4.0603, grad_norm: 0.9273 2020-10-04 14:41:02,420 - mmaction - INFO - Epoch [19][300/1413] lr: 5.927e-01, eta: 3 days, 22:07:04, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2013, top5_acc: 0.4194, loss_cls: 4.0316, loss: 4.0316, grad_norm: 0.9355 2020-10-04 14:41:22,190 - mmaction - INFO - Epoch [19][320/1413] lr: 5.927e-01, eta: 3 days, 22:06:38, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2073, top5_acc: 0.4203, loss_cls: 4.0414, loss: 4.0414, grad_norm: 0.9319 2020-10-04 14:41:41,902 - mmaction - INFO - Epoch [19][340/1413] lr: 5.927e-01, eta: 3 days, 22:06:12, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2004, top5_acc: 0.4139, loss_cls: 4.0713, loss: 4.0713, grad_norm: 0.9429 2020-10-04 14:42:01,653 - mmaction - INFO - Epoch [19][360/1413] lr: 5.927e-01, eta: 3 days, 22:05:47, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1990, top5_acc: 0.4145, loss_cls: 4.0490, loss: 4.0490, grad_norm: 0.9285 2020-10-04 14:42:21,366 - mmaction - INFO - Epoch [19][380/1413] lr: 5.927e-01, eta: 3 days, 22:05:21, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2064, top5_acc: 0.4260, loss_cls: 4.0364, loss: 4.0364, grad_norm: 0.9521 2020-10-04 14:42:41,212 - mmaction - INFO - Epoch [19][400/1413] lr: 5.927e-01, eta: 3 days, 22:04:56, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2046, top5_acc: 0.4160, loss_cls: 4.0387, loss: 4.0387, grad_norm: 0.9204 2020-10-04 14:43:01,047 - mmaction - INFO - Epoch [19][420/1413] lr: 5.927e-01, eta: 3 days, 22:04:32, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.1993, top5_acc: 0.4206, loss_cls: 4.0172, loss: 4.0172, grad_norm: 0.9417 2020-10-04 14:43:20,772 - mmaction - INFO - Epoch [19][440/1413] lr: 5.927e-01, eta: 3 days, 22:04:06, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2100, top5_acc: 0.4270, loss_cls: 3.9994, loss: 3.9994, grad_norm: 0.9510 2020-10-04 14:43:40,644 - mmaction - INFO - Epoch [19][460/1413] lr: 5.927e-01, eta: 3 days, 22:03:42, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2016, top5_acc: 0.4142, loss_cls: 4.0481, loss: 4.0481, grad_norm: 0.9174 2020-10-04 14:44:00,419 - mmaction - INFO - Epoch [19][480/1413] lr: 5.927e-01, eta: 3 days, 22:03:17, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2063, top5_acc: 0.4288, loss_cls: 4.0016, loss: 4.0016, grad_norm: 0.9393 2020-10-04 14:44:20,344 - mmaction - INFO - Epoch [19][500/1413] lr: 5.927e-01, eta: 3 days, 22:02:53, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2009, top5_acc: 0.4151, loss_cls: 4.0375, loss: 4.0375, grad_norm: 0.9518 2020-10-04 14:44:40,183 - mmaction - INFO - Epoch [19][520/1413] lr: 5.927e-01, eta: 3 days, 22:02:29, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2029, top5_acc: 0.4207, loss_cls: 4.0223, loss: 4.0223, grad_norm: 0.9287 2020-10-04 14:45:00,013 - mmaction - INFO - Epoch [19][540/1413] lr: 5.927e-01, eta: 3 days, 22:02:04, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2091, top5_acc: 0.4217, loss_cls: 4.0081, loss: 4.0081, grad_norm: 0.9476 2020-10-04 14:45:19,858 - mmaction - INFO - Epoch [19][560/1413] lr: 5.927e-01, eta: 3 days, 22:01:40, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2060, top5_acc: 0.4224, loss_cls: 4.0057, loss: 4.0057, grad_norm: 0.9407 2020-10-04 14:45:39,572 - mmaction - INFO - Epoch [19][580/1413] lr: 5.927e-01, eta: 3 days, 22:01:14, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2044, top5_acc: 0.4207, loss_cls: 4.0181, loss: 4.0181, grad_norm: 0.9401 2020-10-04 14:45:59,431 - mmaction - INFO - Epoch [19][600/1413] lr: 5.927e-01, eta: 3 days, 22:00:50, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.1965, top5_acc: 0.4125, loss_cls: 4.0628, loss: 4.0628, grad_norm: 0.9502 2020-10-04 14:46:19,151 - mmaction - INFO - Epoch [19][620/1413] lr: 5.927e-01, eta: 3 days, 22:00:24, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2092, top5_acc: 0.4323, loss_cls: 3.9986, loss: 3.9986, grad_norm: 0.9431 2020-10-04 14:46:38,811 - mmaction - INFO - Epoch [19][640/1413] lr: 5.927e-01, eta: 3 days, 21:59:58, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1977, top5_acc: 0.4117, loss_cls: 4.0602, loss: 4.0602, grad_norm: 0.9277 2020-10-04 14:46:58,675 - mmaction - INFO - Epoch [19][660/1413] lr: 5.927e-01, eta: 3 days, 21:59:34, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.2000, top5_acc: 0.4210, loss_cls: 4.0500, loss: 4.0500, grad_norm: 0.9425 2020-10-04 14:47:18,396 - mmaction - INFO - Epoch [19][680/1413] lr: 5.927e-01, eta: 3 days, 21:59:08, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2049, top5_acc: 0.4219, loss_cls: 4.0535, loss: 4.0535, grad_norm: 0.9173 2020-10-04 14:47:38,088 - mmaction - INFO - Epoch [19][700/1413] lr: 5.927e-01, eta: 3 days, 21:58:42, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2013, top5_acc: 0.4279, loss_cls: 4.0003, loss: 4.0003, grad_norm: 0.9347 2020-10-04 14:47:57,895 - mmaction - INFO - Epoch [19][720/1413] lr: 5.927e-01, eta: 3 days, 21:58:17, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1937, top5_acc: 0.4159, loss_cls: 4.0764, loss: 4.0764, grad_norm: 0.9443 2020-10-04 14:48:17,667 - mmaction - INFO - Epoch [19][740/1413] lr: 5.927e-01, eta: 3 days, 21:57:51, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2003, top5_acc: 0.4146, loss_cls: 4.0666, loss: 4.0666, grad_norm: 0.9307 2020-10-04 14:48:37,474 - mmaction - INFO - Epoch [19][760/1413] lr: 5.927e-01, eta: 3 days, 21:57:27, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2051, top5_acc: 0.4160, loss_cls: 4.0387, loss: 4.0387, grad_norm: 0.9392 2020-10-04 14:48:57,274 - mmaction - INFO - Epoch [19][780/1413] lr: 5.927e-01, eta: 3 days, 21:57:02, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2085, top5_acc: 0.4240, loss_cls: 4.0144, loss: 4.0144, grad_norm: 0.9500 2020-10-04 14:49:17,025 - mmaction - INFO - Epoch [19][800/1413] lr: 5.927e-01, eta: 3 days, 21:56:37, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2033, top5_acc: 0.4128, loss_cls: 4.0610, loss: 4.0610, grad_norm: 0.9169 2020-10-04 14:49:36,666 - mmaction - INFO - Epoch [19][820/1413] lr: 5.927e-01, eta: 3 days, 21:56:10, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1982, top5_acc: 0.4174, loss_cls: 4.0496, loss: 4.0496, grad_norm: 0.9467 2020-10-04 14:49:56,377 - mmaction - INFO - Epoch [19][840/1413] lr: 5.927e-01, eta: 3 days, 21:55:44, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1980, top5_acc: 0.4199, loss_cls: 4.0330, loss: 4.0330, grad_norm: 0.9450 2020-10-04 14:50:16,099 - mmaction - INFO - Epoch [19][860/1413] lr: 5.927e-01, eta: 3 days, 21:55:18, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2061, top5_acc: 0.4224, loss_cls: 4.0190, loss: 4.0190, grad_norm: 0.9232 2020-10-04 14:50:35,874 - mmaction - INFO - Epoch [19][880/1413] lr: 5.927e-01, eta: 3 days, 21:54:53, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.1971, top5_acc: 0.4158, loss_cls: 4.0764, loss: 4.0764, grad_norm: 0.9325 2020-10-04 14:50:55,697 - mmaction - INFO - Epoch [19][900/1413] lr: 5.927e-01, eta: 3 days, 21:54:29, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2081, top5_acc: 0.4207, loss_cls: 4.0260, loss: 4.0260, grad_norm: 0.9196 2020-10-04 14:51:15,399 - mmaction - INFO - Epoch [19][920/1413] lr: 5.927e-01, eta: 3 days, 21:54:03, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2100, top5_acc: 0.4240, loss_cls: 4.0110, loss: 4.0110, grad_norm: 0.9501 2020-10-04 14:51:35,070 - mmaction - INFO - Epoch [19][940/1413] lr: 5.927e-01, eta: 3 days, 21:53:36, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2094, top5_acc: 0.4190, loss_cls: 4.0471, loss: 4.0471, grad_norm: 0.9161 2020-10-04 14:51:54,780 - mmaction - INFO - Epoch [19][960/1413] lr: 5.927e-01, eta: 3 days, 21:53:10, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1947, top5_acc: 0.4077, loss_cls: 4.1054, loss: 4.1054, grad_norm: 0.9211 2020-10-04 14:52:14,442 - mmaction - INFO - Epoch [19][980/1413] lr: 5.927e-01, eta: 3 days, 21:52:44, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2092, top5_acc: 0.4217, loss_cls: 4.0422, loss: 4.0422, grad_norm: 0.9517 2020-10-04 14:52:34,128 - mmaction - INFO - Epoch [19][1000/1413] lr: 5.927e-01, eta: 3 days, 21:52:18, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2102, top5_acc: 0.4270, loss_cls: 4.0169, loss: 4.0169, grad_norm: 0.9381 2020-10-04 14:52:53,945 - mmaction - INFO - Epoch [19][1020/1413] lr: 5.927e-01, eta: 3 days, 21:51:53, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.1945, top5_acc: 0.4026, loss_cls: 4.0925, loss: 4.0925, grad_norm: 0.9296 2020-10-04 14:53:13,707 - mmaction - INFO - Epoch [19][1040/1413] lr: 5.927e-01, eta: 3 days, 21:51:28, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2126, top5_acc: 0.4212, loss_cls: 4.0101, loss: 4.0101, grad_norm: 0.9391 2020-10-04 14:53:33,303 - mmaction - INFO - Epoch [19][1060/1413] lr: 5.927e-01, eta: 3 days, 21:51:01, time: 0.979, data_time: 0.001, memory: 8478, top1_acc: 0.2040, top5_acc: 0.4186, loss_cls: 4.0553, loss: 4.0553, grad_norm: 0.9419 2020-10-04 14:53:52,879 - mmaction - INFO - Epoch [19][1080/1413] lr: 5.927e-01, eta: 3 days, 21:50:34, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2086, top5_acc: 0.4281, loss_cls: 4.0219, loss: 4.0219, grad_norm: 0.9190 2020-10-04 14:54:12,651 - mmaction - INFO - Epoch [19][1100/1413] lr: 5.927e-01, eta: 3 days, 21:50:08, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.1995, top5_acc: 0.4223, loss_cls: 4.0300, loss: 4.0300, grad_norm: 0.9398 2020-10-04 14:54:32,284 - mmaction - INFO - Epoch [19][1120/1413] lr: 5.927e-01, eta: 3 days, 21:49:42, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.2051, top5_acc: 0.4208, loss_cls: 4.0551, loss: 4.0551, grad_norm: 0.9446 2020-10-04 14:54:51,943 - mmaction - INFO - Epoch [19][1140/1413] lr: 5.927e-01, eta: 3 days, 21:49:15, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2034, top5_acc: 0.4163, loss_cls: 4.0352, loss: 4.0352, grad_norm: 0.9238 2020-10-04 14:55:11,742 - mmaction - INFO - Epoch [19][1160/1413] lr: 5.927e-01, eta: 3 days, 21:48:51, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2022, top5_acc: 0.4171, loss_cls: 4.0551, loss: 4.0551, grad_norm: 0.9423 2020-10-04 14:55:31,472 - mmaction - INFO - Epoch [19][1180/1413] lr: 5.927e-01, eta: 3 days, 21:48:25, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1965, top5_acc: 0.4185, loss_cls: 4.0473, loss: 4.0473, grad_norm: 0.9559 2020-10-04 14:55:51,253 - mmaction - INFO - Epoch [19][1200/1413] lr: 5.927e-01, eta: 3 days, 21:48:00, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2062, top5_acc: 0.4266, loss_cls: 4.0351, loss: 4.0351, grad_norm: 0.9407 2020-10-04 14:56:10,977 - mmaction - INFO - Epoch [19][1220/1413] lr: 5.927e-01, eta: 3 days, 21:47:35, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2095, top5_acc: 0.4156, loss_cls: 4.0821, loss: 4.0821, grad_norm: 0.9364 2020-10-04 14:56:30,748 - mmaction - INFO - Epoch [19][1240/1413] lr: 5.927e-01, eta: 3 days, 21:47:10, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2026, top5_acc: 0.4178, loss_cls: 4.0481, loss: 4.0481, grad_norm: 0.9349 2020-10-04 14:56:50,389 - mmaction - INFO - Epoch [19][1260/1413] lr: 5.927e-01, eta: 3 days, 21:46:43, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1973, top5_acc: 0.4181, loss_cls: 4.0840, loss: 4.0840, grad_norm: 0.9429 2020-10-04 14:57:10,094 - mmaction - INFO - Epoch [19][1280/1413] lr: 5.927e-01, eta: 3 days, 21:46:17, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2092, top5_acc: 0.4243, loss_cls: 4.0044, loss: 4.0044, grad_norm: 0.9463 2020-10-04 14:57:29,854 - mmaction - INFO - Epoch [19][1300/1413] lr: 5.927e-01, eta: 3 days, 21:45:52, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2125, top5_acc: 0.4254, loss_cls: 4.0338, loss: 4.0338, grad_norm: 0.9305 2020-10-04 14:57:49,545 - mmaction - INFO - Epoch [19][1320/1413] lr: 5.927e-01, eta: 3 days, 21:45:26, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2070, top5_acc: 0.4285, loss_cls: 3.9919, loss: 3.9919, grad_norm: 0.9272 2020-10-04 14:58:09,246 - mmaction - INFO - Epoch [19][1340/1413] lr: 5.927e-01, eta: 3 days, 21:45:01, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2009, top5_acc: 0.4159, loss_cls: 4.0594, loss: 4.0594, grad_norm: 0.9346 2020-10-04 14:58:28,987 - mmaction - INFO - Epoch [19][1360/1413] lr: 5.927e-01, eta: 3 days, 21:44:35, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2020, top5_acc: 0.4182, loss_cls: 4.0241, loss: 4.0241, grad_norm: 0.9376 2020-10-04 14:58:48,710 - mmaction - INFO - Epoch [19][1380/1413] lr: 5.927e-01, eta: 3 days, 21:44:10, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2046, top5_acc: 0.4108, loss_cls: 4.0521, loss: 4.0521, grad_norm: 0.9416 2020-10-04 14:59:08,435 - mmaction - INFO - Epoch [19][1400/1413] lr: 5.927e-01, eta: 3 days, 21:43:44, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2056, top5_acc: 0.4208, loss_cls: 4.0495, loss: 4.0495, grad_norm: 0.9351 2020-10-04 15:00:14,481 - mmaction - INFO - Epoch [20][20/1413] lr: 5.919e-01, eta: 3 days, 21:47:15, time: 2.642, data_time: 1.305, memory: 8478, top1_acc: 0.2073, top5_acc: 0.4246, loss_cls: 4.0027, loss: 4.0027, grad_norm: 0.9266 2020-10-04 15:00:33,882 - mmaction - INFO - Epoch [20][40/1413] lr: 5.919e-01, eta: 3 days, 21:46:45, time: 0.969, data_time: 0.002, memory: 8478, top1_acc: 0.2069, top5_acc: 0.4225, loss_cls: 4.0188, loss: 4.0188, grad_norm: 0.9433 2020-10-04 15:00:53,479 - mmaction - INFO - Epoch [20][60/1413] lr: 5.919e-01, eta: 3 days, 21:46:18, time: 0.981, data_time: 0.003, memory: 8478, top1_acc: 0.1910, top5_acc: 0.4070, loss_cls: 4.1013, loss: 4.1013, grad_norm: 0.9252 2020-10-04 15:01:13,272 - mmaction - INFO - Epoch [20][80/1413] lr: 5.919e-01, eta: 3 days, 21:45:53, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4357, loss_cls: 3.9688, loss: 3.9688, grad_norm: 0.9433 2020-10-04 15:01:32,894 - mmaction - INFO - Epoch [20][100/1413] lr: 5.919e-01, eta: 3 days, 21:45:26, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2091, top5_acc: 0.4245, loss_cls: 3.9892, loss: 3.9892, grad_norm: 0.9354 2020-10-04 15:01:52,679 - mmaction - INFO - Epoch [20][120/1413] lr: 5.919e-01, eta: 3 days, 21:45:01, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2104, top5_acc: 0.4251, loss_cls: 4.0173, loss: 4.0173, grad_norm: 0.9267 2020-10-04 15:02:12,454 - mmaction - INFO - Epoch [20][140/1413] lr: 5.919e-01, eta: 3 days, 21:44:36, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2155, top5_acc: 0.4363, loss_cls: 3.9462, loss: 3.9462, grad_norm: 0.9523 2020-10-04 15:02:32,234 - mmaction - INFO - Epoch [20][160/1413] lr: 5.919e-01, eta: 3 days, 21:44:12, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.1986, top5_acc: 0.4206, loss_cls: 4.0349, loss: 4.0349, grad_norm: 0.9367 2020-10-04 15:02:52,004 - mmaction - INFO - Epoch [20][180/1413] lr: 5.919e-01, eta: 3 days, 21:43:46, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2034, top5_acc: 0.4245, loss_cls: 4.0120, loss: 4.0120, grad_norm: 0.9392 2020-10-04 15:03:11,792 - mmaction - INFO - Epoch [20][200/1413] lr: 5.919e-01, eta: 3 days, 21:43:22, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2090, top5_acc: 0.4219, loss_cls: 4.0278, loss: 4.0278, grad_norm: 0.9495 2020-10-04 15:03:31,456 - mmaction - INFO - Epoch [20][220/1413] lr: 5.919e-01, eta: 3 days, 21:42:56, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1983, top5_acc: 0.4182, loss_cls: 4.0399, loss: 4.0399, grad_norm: 0.9373 2020-10-04 15:03:51,062 - mmaction - INFO - Epoch [20][240/1413] lr: 5.919e-01, eta: 3 days, 21:42:28, time: 0.980, data_time: 0.001, memory: 8478, top1_acc: 0.2068, top5_acc: 0.4233, loss_cls: 4.0285, loss: 4.0285, grad_norm: 0.9469 2020-10-04 15:04:10,714 - mmaction - INFO - Epoch [20][260/1413] lr: 5.919e-01, eta: 3 days, 21:42:02, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.1995, top5_acc: 0.4190, loss_cls: 4.0377, loss: 4.0377, grad_norm: 0.9392 2020-10-04 15:04:30,385 - mmaction - INFO - Epoch [20][280/1413] lr: 5.919e-01, eta: 3 days, 21:41:36, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2082, top5_acc: 0.4238, loss_cls: 4.0203, loss: 4.0203, grad_norm: 0.9492 2020-10-04 15:04:50,063 - mmaction - INFO - Epoch [20][300/1413] lr: 5.919e-01, eta: 3 days, 21:41:10, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2092, top5_acc: 0.4207, loss_cls: 4.0419, loss: 4.0419, grad_norm: 0.9437 2020-10-04 15:05:09,820 - mmaction - INFO - Epoch [20][320/1413] lr: 5.919e-01, eta: 3 days, 21:40:44, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2043, top5_acc: 0.4177, loss_cls: 4.0357, loss: 4.0357, grad_norm: 0.9259 2020-10-04 15:05:29,502 - mmaction - INFO - Epoch [20][340/1413] lr: 5.919e-01, eta: 3 days, 21:40:18, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2126, top5_acc: 0.4298, loss_cls: 4.0026, loss: 4.0026, grad_norm: 0.9351 2020-10-04 15:05:49,166 - mmaction - INFO - Epoch [20][360/1413] lr: 5.919e-01, eta: 3 days, 21:39:52, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2030, top5_acc: 0.4230, loss_cls: 4.0473, loss: 4.0473, grad_norm: 0.9493 2020-10-04 15:06:08,930 - mmaction - INFO - Epoch [20][380/1413] lr: 5.919e-01, eta: 3 days, 21:39:27, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2021, top5_acc: 0.4178, loss_cls: 4.0522, loss: 4.0522, grad_norm: 0.9311 2020-10-04 15:06:28,570 - mmaction - INFO - Epoch [20][400/1413] lr: 5.919e-01, eta: 3 days, 21:39:00, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2031, top5_acc: 0.4225, loss_cls: 4.0365, loss: 4.0365, grad_norm: 0.9479 2020-10-04 15:06:48,252 - mmaction - INFO - Epoch [20][420/1413] lr: 5.919e-01, eta: 3 days, 21:38:35, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2029, top5_acc: 0.4267, loss_cls: 4.0095, loss: 4.0095, grad_norm: 0.9484 2020-10-04 15:07:07,952 - mmaction - INFO - Epoch [20][440/1413] lr: 5.919e-01, eta: 3 days, 21:38:09, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2107, top5_acc: 0.4267, loss_cls: 4.0026, loss: 4.0026, grad_norm: 0.9349 2020-10-04 15:07:27,679 - mmaction - INFO - Epoch [20][460/1413] lr: 5.919e-01, eta: 3 days, 21:37:43, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2029, top5_acc: 0.4168, loss_cls: 4.0651, loss: 4.0651, grad_norm: 0.9316 2020-10-04 15:07:47,314 - mmaction - INFO - Epoch [20][480/1413] lr: 5.919e-01, eta: 3 days, 21:37:17, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.2125, top5_acc: 0.4387, loss_cls: 3.9684, loss: 3.9684, grad_norm: 0.9450 2020-10-04 15:08:07,096 - mmaction - INFO - Epoch [20][500/1413] lr: 5.919e-01, eta: 3 days, 21:36:52, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2022, top5_acc: 0.4138, loss_cls: 4.0587, loss: 4.0587, grad_norm: 0.9471 2020-10-04 15:08:26,784 - mmaction - INFO - Epoch [20][520/1413] lr: 5.919e-01, eta: 3 days, 21:36:26, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2004, top5_acc: 0.4104, loss_cls: 4.0194, loss: 4.0194, grad_norm: 0.9376 2020-10-04 15:08:46,476 - mmaction - INFO - Epoch [20][540/1413] lr: 5.919e-01, eta: 3 days, 21:36:00, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2091, top5_acc: 0.4241, loss_cls: 4.0185, loss: 4.0185, grad_norm: 0.9418 2020-10-04 15:09:06,210 - mmaction - INFO - Epoch [20][560/1413] lr: 5.919e-01, eta: 3 days, 21:35:35, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2007, top5_acc: 0.4250, loss_cls: 4.0277, loss: 4.0277, grad_norm: 0.9573 2020-10-04 15:09:26,021 - mmaction - INFO - Epoch [20][580/1413] lr: 5.919e-01, eta: 3 days, 21:35:11, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2023, top5_acc: 0.4177, loss_cls: 4.0346, loss: 4.0346, grad_norm: 0.9366 2020-10-04 15:09:45,711 - mmaction - INFO - Epoch [20][600/1413] lr: 5.919e-01, eta: 3 days, 21:34:45, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2017, top5_acc: 0.4216, loss_cls: 4.0451, loss: 4.0451, grad_norm: 0.9221 2020-10-04 15:10:05,563 - mmaction - INFO - Epoch [20][620/1413] lr: 5.919e-01, eta: 3 days, 21:34:21, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2076, top5_acc: 0.4139, loss_cls: 4.0403, loss: 4.0403, grad_norm: 0.9306 2020-10-04 15:10:25,245 - mmaction - INFO - Epoch [20][640/1413] lr: 5.919e-01, eta: 3 days, 21:33:55, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2116, top5_acc: 0.4245, loss_cls: 4.0192, loss: 4.0192, grad_norm: 0.9426 2020-10-04 15:10:44,873 - mmaction - INFO - Epoch [20][660/1413] lr: 5.919e-01, eta: 3 days, 21:33:28, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1996, top5_acc: 0.4182, loss_cls: 4.0712, loss: 4.0712, grad_norm: 0.9348 2020-10-04 15:11:04,505 - mmaction - INFO - Epoch [20][680/1413] lr: 5.919e-01, eta: 3 days, 21:33:02, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.2092, top5_acc: 0.4201, loss_cls: 4.0208, loss: 4.0208, grad_norm: 0.9427 2020-10-04 15:11:24,217 - mmaction - INFO - Epoch [20][700/1413] lr: 5.919e-01, eta: 3 days, 21:32:36, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2099, top5_acc: 0.4195, loss_cls: 4.0427, loss: 4.0427, grad_norm: 0.9518 2020-10-04 15:11:43,946 - mmaction - INFO - Epoch [20][720/1413] lr: 5.919e-01, eta: 3 days, 21:32:11, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1979, top5_acc: 0.4160, loss_cls: 4.0656, loss: 4.0656, grad_norm: 0.9207 2020-10-04 15:12:03,759 - mmaction - INFO - Epoch [20][740/1413] lr: 5.919e-01, eta: 3 days, 21:31:47, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2085, top5_acc: 0.4203, loss_cls: 4.0240, loss: 4.0240, grad_norm: 0.9350 2020-10-04 15:12:23,548 - mmaction - INFO - Epoch [20][760/1413] lr: 5.919e-01, eta: 3 days, 21:31:22, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2043, top5_acc: 0.4156, loss_cls: 4.0809, loss: 4.0809, grad_norm: 0.9403 2020-10-04 15:12:43,269 - mmaction - INFO - Epoch [20][780/1413] lr: 5.919e-01, eta: 3 days, 21:30:57, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2047, top5_acc: 0.4195, loss_cls: 4.0253, loss: 4.0253, grad_norm: 0.9343 2020-10-04 15:13:03,043 - mmaction - INFO - Epoch [20][800/1413] lr: 5.919e-01, eta: 3 days, 21:30:32, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2078, top5_acc: 0.4306, loss_cls: 4.0165, loss: 4.0165, grad_norm: 0.9431 2020-10-04 15:13:22,798 - mmaction - INFO - Epoch [20][820/1413] lr: 5.919e-01, eta: 3 days, 21:30:07, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1983, top5_acc: 0.4132, loss_cls: 4.0872, loss: 4.0872, grad_norm: 0.9345 2020-10-04 15:13:42,406 - mmaction - INFO - Epoch [20][840/1413] lr: 5.919e-01, eta: 3 days, 21:29:40, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.1995, top5_acc: 0.4125, loss_cls: 4.0828, loss: 4.0828, grad_norm: 0.9359 2020-10-04 15:14:02,062 - mmaction - INFO - Epoch [20][860/1413] lr: 5.919e-01, eta: 3 days, 21:29:14, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2118, top5_acc: 0.4272, loss_cls: 4.0189, loss: 4.0189, grad_norm: 0.9298 2020-10-04 15:14:21,692 - mmaction - INFO - Epoch [20][880/1413] lr: 5.919e-01, eta: 3 days, 21:28:48, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.2085, top5_acc: 0.4241, loss_cls: 4.0327, loss: 4.0327, grad_norm: 0.9173 2020-10-04 15:14:41,338 - mmaction - INFO - Epoch [20][900/1413] lr: 5.919e-01, eta: 3 days, 21:28:22, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2051, top5_acc: 0.4220, loss_cls: 4.0545, loss: 4.0545, grad_norm: 0.9483 2020-10-04 15:15:01,108 - mmaction - INFO - Epoch [20][920/1413] lr: 5.919e-01, eta: 3 days, 21:27:57, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2031, top5_acc: 0.4214, loss_cls: 4.0334, loss: 4.0334, grad_norm: 0.9417 2020-10-04 15:15:20,826 - mmaction - INFO - Epoch [20][940/1413] lr: 5.919e-01, eta: 3 days, 21:27:31, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1951, top5_acc: 0.4132, loss_cls: 4.0791, loss: 4.0791, grad_norm: 0.9321 2020-10-04 15:15:40,537 - mmaction - INFO - Epoch [20][960/1413] lr: 5.919e-01, eta: 3 days, 21:27:06, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2022, top5_acc: 0.4204, loss_cls: 4.0364, loss: 4.0364, grad_norm: 0.9276 2020-10-04 15:16:00,244 - mmaction - INFO - Epoch [20][980/1413] lr: 5.919e-01, eta: 3 days, 21:26:40, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2017, top5_acc: 0.4142, loss_cls: 4.0594, loss: 4.0594, grad_norm: 0.9268 2020-10-04 15:16:19,949 - mmaction - INFO - Epoch [20][1000/1413] lr: 5.919e-01, eta: 3 days, 21:26:15, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2038, top5_acc: 0.4264, loss_cls: 3.9920, loss: 3.9920, grad_norm: 0.9383 2020-10-04 15:16:39,611 - mmaction - INFO - Epoch [20][1020/1413] lr: 5.919e-01, eta: 3 days, 21:25:49, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2044, top5_acc: 0.4189, loss_cls: 4.0371, loss: 4.0371, grad_norm: 0.9318 2020-10-04 15:16:59,341 - mmaction - INFO - Epoch [20][1040/1413] lr: 5.919e-01, eta: 3 days, 21:25:24, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1999, top5_acc: 0.4156, loss_cls: 4.0481, loss: 4.0481, grad_norm: 0.9503 2020-10-04 15:17:18,972 - mmaction - INFO - Epoch [20][1060/1413] lr: 5.919e-01, eta: 3 days, 21:24:58, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.2007, top5_acc: 0.4208, loss_cls: 4.0309, loss: 4.0309, grad_norm: 0.9393 2020-10-04 15:17:38,758 - mmaction - INFO - Epoch [20][1080/1413] lr: 5.919e-01, eta: 3 days, 21:24:33, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2053, top5_acc: 0.4272, loss_cls: 3.9975, loss: 3.9975, grad_norm: 0.9432 2020-10-04 15:17:58,507 - mmaction - INFO - Epoch [20][1100/1413] lr: 5.919e-01, eta: 3 days, 21:24:08, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2034, top5_acc: 0.4234, loss_cls: 4.0127, loss: 4.0127, grad_norm: 0.9509 2020-10-04 15:18:18,277 - mmaction - INFO - Epoch [20][1120/1413] lr: 5.919e-01, eta: 3 days, 21:23:44, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2017, top5_acc: 0.4180, loss_cls: 4.0247, loss: 4.0247, grad_norm: 0.9350 2020-10-04 15:18:38,013 - mmaction - INFO - Epoch [20][1140/1413] lr: 5.919e-01, eta: 3 days, 21:23:19, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2001, top5_acc: 0.4155, loss_cls: 4.0565, loss: 4.0565, grad_norm: 0.9452 2020-10-04 15:18:57,627 - mmaction - INFO - Epoch [20][1160/1413] lr: 5.919e-01, eta: 3 days, 21:22:52, time: 0.980, data_time: 0.001, memory: 8478, top1_acc: 0.2026, top5_acc: 0.4253, loss_cls: 4.0111, loss: 4.0111, grad_norm: 0.9235 2020-10-04 15:19:17,288 - mmaction - INFO - Epoch [20][1180/1413] lr: 5.919e-01, eta: 3 days, 21:22:26, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2095, top5_acc: 0.4217, loss_cls: 4.0459, loss: 4.0459, grad_norm: 0.9421 2020-10-04 15:19:36,921 - mmaction - INFO - Epoch [20][1200/1413] lr: 5.919e-01, eta: 3 days, 21:22:00, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.2035, top5_acc: 0.4169, loss_cls: 4.0367, loss: 4.0367, grad_norm: 0.9266 2020-10-04 15:19:56,634 - mmaction - INFO - Epoch [20][1220/1413] lr: 5.919e-01, eta: 3 days, 21:21:35, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2103, top5_acc: 0.4228, loss_cls: 4.0220, loss: 4.0220, grad_norm: 0.9305 2020-10-04 15:20:16,429 - mmaction - INFO - Epoch [20][1240/1413] lr: 5.919e-01, eta: 3 days, 21:21:10, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2049, top5_acc: 0.4141, loss_cls: 4.0666, loss: 4.0666, grad_norm: 0.9345 2020-10-04 15:20:36,125 - mmaction - INFO - Epoch [20][1260/1413] lr: 5.919e-01, eta: 3 days, 21:20:45, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2038, top5_acc: 0.4257, loss_cls: 4.0231, loss: 4.0231, grad_norm: 0.9205 2020-10-04 15:20:55,868 - mmaction - INFO - Epoch [20][1280/1413] lr: 5.919e-01, eta: 3 days, 21:20:20, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2029, top5_acc: 0.4151, loss_cls: 4.0472, loss: 4.0472, grad_norm: 0.9488 2020-10-04 15:21:15,473 - mmaction - INFO - Epoch [20][1300/1413] lr: 5.919e-01, eta: 3 days, 21:19:53, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2069, top5_acc: 0.4227, loss_cls: 4.0372, loss: 4.0372, grad_norm: 0.9406 2020-10-04 15:21:35,142 - mmaction - INFO - Epoch [20][1320/1413] lr: 5.919e-01, eta: 3 days, 21:19:27, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2087, top5_acc: 0.4257, loss_cls: 4.0150, loss: 4.0150, grad_norm: 0.9264 2020-10-04 15:21:54,863 - mmaction - INFO - Epoch [20][1340/1413] lr: 5.919e-01, eta: 3 days, 21:19:02, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2033, top5_acc: 0.4223, loss_cls: 4.0384, loss: 4.0384, grad_norm: 0.9337 2020-10-04 15:22:14,562 - mmaction - INFO - Epoch [20][1360/1413] lr: 5.919e-01, eta: 3 days, 21:18:37, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2033, top5_acc: 0.4275, loss_cls: 4.0282, loss: 4.0282, grad_norm: 0.9396 2020-10-04 15:22:34,243 - mmaction - INFO - Epoch [20][1380/1413] lr: 5.919e-01, eta: 3 days, 21:18:11, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2111, top5_acc: 0.4137, loss_cls: 4.0346, loss: 4.0346, grad_norm: 0.9561 2020-10-04 15:22:54,043 - mmaction - INFO - Epoch [20][1400/1413] lr: 5.919e-01, eta: 3 days, 21:17:47, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.1969, top5_acc: 0.4111, loss_cls: 4.0823, loss: 4.0823, grad_norm: 0.9438 2020-10-04 15:24:02,199 - mmaction - INFO - Epoch [21][20/1413] lr: 5.910e-01, eta: 3 days, 21:21:16, time: 2.687, data_time: 1.621, memory: 8478, top1_acc: 0.2057, top5_acc: 0.4147, loss_cls: 4.0432, loss: 4.0432, grad_norm: 0.9494 2020-10-04 15:24:21,634 - mmaction - INFO - Epoch [21][40/1413] lr: 5.910e-01, eta: 3 days, 21:20:47, time: 0.971, data_time: 0.002, memory: 8478, top1_acc: 0.2053, top5_acc: 0.4316, loss_cls: 4.0139, loss: 4.0139, grad_norm: 0.9338 2020-10-04 15:24:41,311 - mmaction - INFO - Epoch [21][60/1413] lr: 5.910e-01, eta: 3 days, 21:20:21, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2087, top5_acc: 0.4363, loss_cls: 3.9857, loss: 3.9857, grad_norm: 0.9526 2020-10-04 15:25:01,094 - mmaction - INFO - Epoch [21][80/1413] lr: 5.910e-01, eta: 3 days, 21:19:57, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.2099, top5_acc: 0.4257, loss_cls: 4.0183, loss: 4.0183, grad_norm: 0.9434 2020-10-04 15:25:20,763 - mmaction - INFO - Epoch [21][100/1413] lr: 5.910e-01, eta: 3 days, 21:19:30, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.1956, top5_acc: 0.4132, loss_cls: 4.0806, loss: 4.0806, grad_norm: 0.9450 2020-10-04 15:25:40,385 - mmaction - INFO - Epoch [21][120/1413] lr: 5.910e-01, eta: 3 days, 21:19:04, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2160, top5_acc: 0.4389, loss_cls: 3.9607, loss: 3.9607, grad_norm: 0.9289 2020-10-04 15:26:00,079 - mmaction - INFO - Epoch [21][140/1413] lr: 5.910e-01, eta: 3 days, 21:18:39, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2072, top5_acc: 0.4187, loss_cls: 4.0376, loss: 4.0376, grad_norm: 0.9524 2020-10-04 15:26:19,753 - mmaction - INFO - Epoch [21][160/1413] lr: 5.910e-01, eta: 3 days, 21:18:13, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2083, top5_acc: 0.4298, loss_cls: 4.0094, loss: 4.0094, grad_norm: 0.9552 2020-10-04 15:26:39,483 - mmaction - INFO - Epoch [21][180/1413] lr: 5.910e-01, eta: 3 days, 21:17:48, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2034, top5_acc: 0.4182, loss_cls: 4.0462, loss: 4.0462, grad_norm: 0.9448 2020-10-04 15:26:59,116 - mmaction - INFO - Epoch [21][200/1413] lr: 5.910e-01, eta: 3 days, 21:17:21, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2108, top5_acc: 0.4254, loss_cls: 4.0047, loss: 4.0047, grad_norm: 0.9384 2020-10-04 15:27:18,821 - mmaction - INFO - Epoch [21][220/1413] lr: 5.910e-01, eta: 3 days, 21:16:56, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2044, top5_acc: 0.4159, loss_cls: 4.0478, loss: 4.0478, grad_norm: 0.9572 2020-10-04 15:27:38,638 - mmaction - INFO - Epoch [21][240/1413] lr: 5.910e-01, eta: 3 days, 21:16:32, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.1921, top5_acc: 0.4116, loss_cls: 4.0733, loss: 4.0733, grad_norm: 0.9357 2020-10-04 15:27:58,293 - mmaction - INFO - Epoch [21][260/1413] lr: 5.910e-01, eta: 3 days, 21:16:06, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2014, top5_acc: 0.4164, loss_cls: 4.0653, loss: 4.0653, grad_norm: 0.9422 2020-10-04 15:28:18,123 - mmaction - INFO - Epoch [21][280/1413] lr: 5.910e-01, eta: 3 days, 21:15:42, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2053, top5_acc: 0.4206, loss_cls: 4.0132, loss: 4.0132, grad_norm: 0.9319 2020-10-04 15:28:37,829 - mmaction - INFO - Epoch [21][300/1413] lr: 5.910e-01, eta: 3 days, 21:15:16, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2027, top5_acc: 0.4171, loss_cls: 4.0285, loss: 4.0285, grad_norm: 0.9311 2020-10-04 15:28:57,576 - mmaction - INFO - Epoch [21][320/1413] lr: 5.910e-01, eta: 3 days, 21:14:52, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2070, top5_acc: 0.4260, loss_cls: 4.0235, loss: 4.0235, grad_norm: 0.9336 2020-10-04 15:29:17,286 - mmaction - INFO - Epoch [21][340/1413] lr: 5.910e-01, eta: 3 days, 21:14:26, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2042, top5_acc: 0.4225, loss_cls: 4.0266, loss: 4.0266, grad_norm: 0.9421 2020-10-04 15:29:36,971 - mmaction - INFO - Epoch [21][360/1413] lr: 5.910e-01, eta: 3 days, 21:14:01, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2103, top5_acc: 0.4302, loss_cls: 3.9831, loss: 3.9831, grad_norm: 0.9522 2020-10-04 15:29:56,677 - mmaction - INFO - Epoch [21][380/1413] lr: 5.910e-01, eta: 3 days, 21:13:35, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2103, top5_acc: 0.4285, loss_cls: 4.0041, loss: 4.0041, grad_norm: 0.9440 2020-10-04 15:30:17,289 - mmaction - INFO - Epoch [21][400/1413] lr: 5.910e-01, eta: 3 days, 21:13:21, time: 1.031, data_time: 0.002, memory: 8478, top1_acc: 0.2087, top5_acc: 0.4236, loss_cls: 3.9938, loss: 3.9938, grad_norm: 0.9553 2020-10-04 15:30:37,086 - mmaction - INFO - Epoch [21][420/1413] lr: 5.910e-01, eta: 3 days, 21:12:56, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2029, top5_acc: 0.4147, loss_cls: 4.0583, loss: 4.0583, grad_norm: 0.9303 2020-10-04 15:30:56,897 - mmaction - INFO - Epoch [21][440/1413] lr: 5.910e-01, eta: 3 days, 21:12:32, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2023, top5_acc: 0.4237, loss_cls: 4.0118, loss: 4.0118, grad_norm: 0.9433 2020-10-04 15:31:16,719 - mmaction - INFO - Epoch [21][460/1413] lr: 5.910e-01, eta: 3 days, 21:12:08, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2065, top5_acc: 0.4276, loss_cls: 4.0194, loss: 4.0194, grad_norm: 0.9534 2020-10-04 15:31:36,348 - mmaction - INFO - Epoch [21][480/1413] lr: 5.910e-01, eta: 3 days, 21:11:42, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2066, top5_acc: 0.4263, loss_cls: 4.0087, loss: 4.0087, grad_norm: 0.9392 2020-10-04 15:31:56,074 - mmaction - INFO - Epoch [21][500/1413] lr: 5.910e-01, eta: 3 days, 21:11:17, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2003, top5_acc: 0.4176, loss_cls: 4.0640, loss: 4.0640, grad_norm: 0.9507 2020-10-04 15:32:15,806 - mmaction - INFO - Epoch [21][520/1413] lr: 5.910e-01, eta: 3 days, 21:10:52, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2003, top5_acc: 0.4154, loss_cls: 4.0440, loss: 4.0440, grad_norm: 0.9219 2020-10-04 15:32:35,527 - mmaction - INFO - Epoch [21][540/1413] lr: 5.910e-01, eta: 3 days, 21:10:27, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2048, top5_acc: 0.4284, loss_cls: 4.0119, loss: 4.0119, grad_norm: 0.9459 2020-10-04 15:32:55,345 - mmaction - INFO - Epoch [21][560/1413] lr: 5.910e-01, eta: 3 days, 21:10:03, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2087, top5_acc: 0.4199, loss_cls: 4.0361, loss: 4.0361, grad_norm: 0.9313 2020-10-04 15:33:15,090 - mmaction - INFO - Epoch [21][580/1413] lr: 5.910e-01, eta: 3 days, 21:09:38, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1952, top5_acc: 0.4142, loss_cls: 4.0564, loss: 4.0564, grad_norm: 0.9325 2020-10-04 15:33:34,894 - mmaction - INFO - Epoch [21][600/1413] lr: 5.910e-01, eta: 3 days, 21:09:14, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2057, top5_acc: 0.4156, loss_cls: 4.0287, loss: 4.0287, grad_norm: 0.9398 2020-10-04 15:33:54,664 - mmaction - INFO - Epoch [21][620/1413] lr: 5.910e-01, eta: 3 days, 21:08:49, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2004, top5_acc: 0.4161, loss_cls: 4.0584, loss: 4.0584, grad_norm: 0.9405 2020-10-04 15:34:14,342 - mmaction - INFO - Epoch [21][640/1413] lr: 5.910e-01, eta: 3 days, 21:08:24, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2089, top5_acc: 0.4288, loss_cls: 4.0280, loss: 4.0280, grad_norm: 0.9278 2020-10-04 15:34:34,115 - mmaction - INFO - Epoch [21][660/1413] lr: 5.910e-01, eta: 3 days, 21:07:59, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2068, top5_acc: 0.4168, loss_cls: 4.0326, loss: 4.0326, grad_norm: 0.9396 2020-10-04 15:34:53,962 - mmaction - INFO - Epoch [21][680/1413] lr: 5.910e-01, eta: 3 days, 21:07:36, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2072, top5_acc: 0.4246, loss_cls: 4.0172, loss: 4.0172, grad_norm: 0.9401 2020-10-04 15:35:13,769 - mmaction - INFO - Epoch [21][700/1413] lr: 5.910e-01, eta: 3 days, 21:07:12, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2083, top5_acc: 0.4240, loss_cls: 4.0089, loss: 4.0089, grad_norm: 0.9315 2020-10-04 15:35:33,489 - mmaction - INFO - Epoch [21][720/1413] lr: 5.910e-01, eta: 3 days, 21:06:47, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2129, top5_acc: 0.4310, loss_cls: 3.9724, loss: 3.9724, grad_norm: 0.9479 2020-10-04 15:35:53,199 - mmaction - INFO - Epoch [21][740/1413] lr: 5.910e-01, eta: 3 days, 21:06:21, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2063, top5_acc: 0.4243, loss_cls: 4.0022, loss: 4.0022, grad_norm: 0.9502 2020-10-04 15:36:12,831 - mmaction - INFO - Epoch [21][760/1413] lr: 5.910e-01, eta: 3 days, 21:05:55, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2061, top5_acc: 0.4301, loss_cls: 4.0245, loss: 4.0245, grad_norm: 0.9527 2020-10-04 15:36:32,506 - mmaction - INFO - Epoch [21][780/1413] lr: 5.910e-01, eta: 3 days, 21:05:30, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2035, top5_acc: 0.4096, loss_cls: 4.0628, loss: 4.0628, grad_norm: 0.9463 2020-10-04 15:36:52,260 - mmaction - INFO - Epoch [21][800/1413] lr: 5.910e-01, eta: 3 days, 21:05:05, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2100, top5_acc: 0.4221, loss_cls: 4.0378, loss: 4.0378, grad_norm: 0.9366 2020-10-04 15:37:11,915 - mmaction - INFO - Epoch [21][820/1413] lr: 5.910e-01, eta: 3 days, 21:04:39, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2048, top5_acc: 0.4184, loss_cls: 4.0386, loss: 4.0386, grad_norm: 0.9382 2020-10-04 15:37:31,694 - mmaction - INFO - Epoch [21][840/1413] lr: 5.910e-01, eta: 3 days, 21:04:15, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2038, top5_acc: 0.4133, loss_cls: 4.0700, loss: 4.0700, grad_norm: 0.9386 2020-10-04 15:37:51,444 - mmaction - INFO - Epoch [21][860/1413] lr: 5.910e-01, eta: 3 days, 21:03:50, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2195, top5_acc: 0.4348, loss_cls: 3.9776, loss: 3.9776, grad_norm: 0.9437 2020-10-04 15:38:11,164 - mmaction - INFO - Epoch [21][880/1413] lr: 5.910e-01, eta: 3 days, 21:03:25, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2074, top5_acc: 0.4294, loss_cls: 3.9836, loss: 3.9836, grad_norm: 0.9444 2020-10-04 15:38:30,897 - mmaction - INFO - Epoch [21][900/1413] lr: 5.910e-01, eta: 3 days, 21:03:00, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2025, top5_acc: 0.4257, loss_cls: 4.0114, loss: 4.0114, grad_norm: 0.9576 2020-10-04 15:38:50,545 - mmaction - INFO - Epoch [21][920/1413] lr: 5.910e-01, eta: 3 days, 21:02:35, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2026, top5_acc: 0.4243, loss_cls: 4.0378, loss: 4.0378, grad_norm: 0.9529 2020-10-04 15:39:10,286 - mmaction - INFO - Epoch [21][940/1413] lr: 5.910e-01, eta: 3 days, 21:02:10, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2109, top5_acc: 0.4215, loss_cls: 4.0056, loss: 4.0056, grad_norm: 0.9587 2020-10-04 15:39:29,979 - mmaction - INFO - Epoch [21][960/1413] lr: 5.910e-01, eta: 3 days, 21:01:45, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1965, top5_acc: 0.4184, loss_cls: 4.0687, loss: 4.0687, grad_norm: 0.9249 2020-10-04 15:39:49,699 - mmaction - INFO - Epoch [21][980/1413] lr: 5.910e-01, eta: 3 days, 21:01:20, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2102, top5_acc: 0.4259, loss_cls: 4.0318, loss: 4.0318, grad_norm: 0.9562 2020-10-04 15:40:09,381 - mmaction - INFO - Epoch [21][1000/1413] lr: 5.910e-01, eta: 3 days, 21:00:54, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.1975, top5_acc: 0.4150, loss_cls: 4.0456, loss: 4.0456, grad_norm: 0.9463 2020-10-04 15:40:28,961 - mmaction - INFO - Epoch [21][1020/1413] lr: 5.910e-01, eta: 3 days, 21:00:28, time: 0.979, data_time: 0.003, memory: 8478, top1_acc: 0.2005, top5_acc: 0.4124, loss_cls: 4.0851, loss: 4.0851, grad_norm: 0.9542 2020-10-04 15:40:48,745 - mmaction - INFO - Epoch [21][1040/1413] lr: 5.910e-01, eta: 3 days, 21:00:03, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2148, top5_acc: 0.4267, loss_cls: 4.0119, loss: 4.0119, grad_norm: 0.9468 2020-10-04 15:41:08,453 - mmaction - INFO - Epoch [21][1060/1413] lr: 5.910e-01, eta: 3 days, 20:59:38, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2065, top5_acc: 0.4164, loss_cls: 4.0357, loss: 4.0357, grad_norm: 0.9350 2020-10-04 15:41:28,064 - mmaction - INFO - Epoch [21][1080/1413] lr: 5.910e-01, eta: 3 days, 20:59:12, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.1984, top5_acc: 0.4236, loss_cls: 4.0454, loss: 4.0454, grad_norm: 0.9244 2020-10-04 15:41:47,772 - mmaction - INFO - Epoch [21][1100/1413] lr: 5.910e-01, eta: 3 days, 20:58:47, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2013, top5_acc: 0.4227, loss_cls: 3.9965, loss: 3.9965, grad_norm: 0.9377 2020-10-04 15:42:07,442 - mmaction - INFO - Epoch [21][1120/1413] lr: 5.910e-01, eta: 3 days, 20:58:22, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.1967, top5_acc: 0.4138, loss_cls: 4.0649, loss: 4.0649, grad_norm: 0.9429 2020-10-04 15:42:27,083 - mmaction - INFO - Epoch [21][1140/1413] lr: 5.910e-01, eta: 3 days, 20:57:56, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2034, top5_acc: 0.4206, loss_cls: 4.0311, loss: 4.0311, grad_norm: 0.9395 2020-10-04 15:42:46,803 - mmaction - INFO - Epoch [21][1160/1413] lr: 5.910e-01, eta: 3 days, 20:57:31, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1973, top5_acc: 0.4151, loss_cls: 4.0489, loss: 4.0489, grad_norm: 0.9419 2020-10-04 15:43:06,515 - mmaction - INFO - Epoch [21][1180/1413] lr: 5.910e-01, eta: 3 days, 20:57:06, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2082, top5_acc: 0.4211, loss_cls: 4.0197, loss: 4.0197, grad_norm: 0.9287 2020-10-04 15:43:26,154 - mmaction - INFO - Epoch [21][1200/1413] lr: 5.910e-01, eta: 3 days, 20:56:40, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2103, top5_acc: 0.4281, loss_cls: 3.9943, loss: 3.9943, grad_norm: 0.9391 2020-10-04 15:43:45,783 - mmaction - INFO - Epoch [21][1220/1413] lr: 5.910e-01, eta: 3 days, 20:56:14, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2022, top5_acc: 0.4243, loss_cls: 4.0075, loss: 4.0075, grad_norm: 0.9521 2020-10-04 15:44:05,497 - mmaction - INFO - Epoch [21][1240/1413] lr: 5.910e-01, eta: 3 days, 20:55:49, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2069, top5_acc: 0.4219, loss_cls: 4.0660, loss: 4.0660, grad_norm: 0.9475 2020-10-04 15:44:25,206 - mmaction - INFO - Epoch [21][1260/1413] lr: 5.910e-01, eta: 3 days, 20:55:24, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2094, top5_acc: 0.4268, loss_cls: 4.0102, loss: 4.0102, grad_norm: 0.9320 2020-10-04 15:44:44,957 - mmaction - INFO - Epoch [21][1280/1413] lr: 5.910e-01, eta: 3 days, 20:55:00, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2036, top5_acc: 0.4245, loss_cls: 4.0504, loss: 4.0504, grad_norm: 0.9316 2020-10-04 15:45:04,611 - mmaction - INFO - Epoch [21][1300/1413] lr: 5.910e-01, eta: 3 days, 20:54:34, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2064, top5_acc: 0.4202, loss_cls: 4.0166, loss: 4.0166, grad_norm: 0.9460 2020-10-04 15:45:24,324 - mmaction - INFO - Epoch [21][1320/1413] lr: 5.910e-01, eta: 3 days, 20:54:09, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.1960, top5_acc: 0.4197, loss_cls: 4.0517, loss: 4.0517, grad_norm: 0.9544 2020-10-04 15:45:43,963 - mmaction - INFO - Epoch [21][1340/1413] lr: 5.910e-01, eta: 3 days, 20:53:44, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2056, top5_acc: 0.4199, loss_cls: 4.0442, loss: 4.0442, grad_norm: 0.9245 2020-10-04 15:46:03,498 - mmaction - INFO - Epoch [21][1360/1413] lr: 5.910e-01, eta: 3 days, 20:53:17, time: 0.977, data_time: 0.002, memory: 8478, top1_acc: 0.2109, top5_acc: 0.4247, loss_cls: 4.0296, loss: 4.0296, grad_norm: 0.9459 2020-10-04 15:46:23,201 - mmaction - INFO - Epoch [21][1380/1413] lr: 5.910e-01, eta: 3 days, 20:52:52, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2079, top5_acc: 0.4276, loss_cls: 4.0144, loss: 4.0144, grad_norm: 0.9319 2020-10-04 15:46:42,905 - mmaction - INFO - Epoch [21][1400/1413] lr: 5.910e-01, eta: 3 days, 20:52:27, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2052, top5_acc: 0.4137, loss_cls: 4.0677, loss: 4.0677, grad_norm: 0.9494 2020-10-04 15:47:47,136 - mmaction - INFO - Epoch [22][20/1413] lr: 5.901e-01, eta: 3 days, 20:55:11, time: 2.543, data_time: 1.516, memory: 8478, top1_acc: 0.2042, top5_acc: 0.4241, loss_cls: 4.0231, loss: 4.0231, grad_norm: 0.9460 2020-10-04 15:48:06,646 - mmaction - INFO - Epoch [22][40/1413] lr: 5.901e-01, eta: 3 days, 20:54:43, time: 0.976, data_time: 0.002, memory: 8478, top1_acc: 0.2115, top5_acc: 0.4336, loss_cls: 3.9518, loss: 3.9518, grad_norm: 0.9569 2020-10-04 15:48:26,307 - mmaction - INFO - Epoch [22][60/1413] lr: 5.901e-01, eta: 3 days, 20:54:18, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2091, top5_acc: 0.4262, loss_cls: 3.9943, loss: 3.9943, grad_norm: 0.9450 2020-10-04 15:48:46,069 - mmaction - INFO - Epoch [22][80/1413] lr: 5.901e-01, eta: 3 days, 20:53:53, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2172, top5_acc: 0.4332, loss_cls: 3.9800, loss: 3.9800, grad_norm: 0.9440 2020-10-04 15:49:05,773 - mmaction - INFO - Epoch [22][100/1413] lr: 5.901e-01, eta: 3 days, 20:53:28, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2076, top5_acc: 0.4345, loss_cls: 4.0156, loss: 4.0156, grad_norm: 0.9450 2020-10-04 15:49:25,389 - mmaction - INFO - Epoch [22][120/1413] lr: 5.901e-01, eta: 3 days, 20:53:02, time: 0.980, data_time: 0.001, memory: 8478, top1_acc: 0.2056, top5_acc: 0.4288, loss_cls: 4.0122, loss: 4.0122, grad_norm: 0.9447 2020-10-04 15:49:45,220 - mmaction - INFO - Epoch [22][140/1413] lr: 5.901e-01, eta: 3 days, 20:52:39, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2085, top5_acc: 0.4188, loss_cls: 4.0292, loss: 4.0292, grad_norm: 0.9190 2020-10-04 15:50:04,902 - mmaction - INFO - Epoch [22][160/1413] lr: 5.901e-01, eta: 3 days, 20:52:13, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2156, top5_acc: 0.4326, loss_cls: 3.9954, loss: 3.9954, grad_norm: 0.9503 2020-10-04 15:50:24,612 - mmaction - INFO - Epoch [22][180/1413] lr: 5.901e-01, eta: 3 days, 20:51:48, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2055, top5_acc: 0.4201, loss_cls: 4.0190, loss: 4.0190, grad_norm: 0.9476 2020-10-04 15:50:44,349 - mmaction - INFO - Epoch [22][200/1413] lr: 5.901e-01, eta: 3 days, 20:51:23, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2145, top5_acc: 0.4332, loss_cls: 3.9660, loss: 3.9660, grad_norm: 0.9372 2020-10-04 15:51:04,022 - mmaction - INFO - Epoch [22][220/1413] lr: 5.901e-01, eta: 3 days, 20:50:58, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2098, top5_acc: 0.4238, loss_cls: 3.9994, loss: 3.9994, grad_norm: 0.9374 2020-10-04 15:51:23,725 - mmaction - INFO - Epoch [22][240/1413] lr: 5.901e-01, eta: 3 days, 20:50:33, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2111, top5_acc: 0.4290, loss_cls: 3.9758, loss: 3.9758, grad_norm: 0.9603 2020-10-04 15:51:43,427 - mmaction - INFO - Epoch [22][260/1413] lr: 5.901e-01, eta: 3 days, 20:50:08, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2033, top5_acc: 0.4181, loss_cls: 4.0500, loss: 4.0500, grad_norm: 0.9549 2020-10-04 15:52:03,237 - mmaction - INFO - Epoch [22][280/1413] lr: 5.901e-01, eta: 3 days, 20:49:44, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2091, top5_acc: 0.4270, loss_cls: 3.9903, loss: 3.9903, grad_norm: 0.9465 2020-10-04 15:52:22,878 - mmaction - INFO - Epoch [22][300/1413] lr: 5.901e-01, eta: 3 days, 20:49:18, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2060, top5_acc: 0.4240, loss_cls: 4.0247, loss: 4.0247, grad_norm: 0.9406 2020-10-04 15:52:42,649 - mmaction - INFO - Epoch [22][320/1413] lr: 5.901e-01, eta: 3 days, 20:48:54, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1979, top5_acc: 0.4139, loss_cls: 4.0641, loss: 4.0641, grad_norm: 0.9357 2020-10-04 15:53:02,409 - mmaction - INFO - Epoch [22][340/1413] lr: 5.901e-01, eta: 3 days, 20:48:30, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2076, top5_acc: 0.4241, loss_cls: 4.0233, loss: 4.0233, grad_norm: 0.9410 2020-10-04 15:53:22,069 - mmaction - INFO - Epoch [22][360/1413] lr: 5.901e-01, eta: 3 days, 20:48:04, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2082, top5_acc: 0.4217, loss_cls: 4.0233, loss: 4.0233, grad_norm: 0.9416 2020-10-04 15:53:41,672 - mmaction - INFO - Epoch [22][380/1413] lr: 5.901e-01, eta: 3 days, 20:47:38, time: 0.980, data_time: 0.003, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4255, loss_cls: 4.0229, loss: 4.0229, grad_norm: 0.9446 2020-10-04 15:54:01,391 - mmaction - INFO - Epoch [22][400/1413] lr: 5.901e-01, eta: 3 days, 20:47:13, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.1992, top5_acc: 0.4233, loss_cls: 4.0250, loss: 4.0250, grad_norm: 0.9342 2020-10-04 15:54:21,131 - mmaction - INFO - Epoch [22][420/1413] lr: 5.901e-01, eta: 3 days, 20:46:49, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2085, top5_acc: 0.4286, loss_cls: 4.0099, loss: 4.0099, grad_norm: 0.9482 2020-10-04 15:54:40,835 - mmaction - INFO - Epoch [22][440/1413] lr: 5.901e-01, eta: 3 days, 20:46:24, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2108, top5_acc: 0.4202, loss_cls: 4.0144, loss: 4.0144, grad_norm: 0.9493 2020-10-04 15:55:00,592 - mmaction - INFO - Epoch [22][460/1413] lr: 5.901e-01, eta: 3 days, 20:45:59, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2083, top5_acc: 0.4190, loss_cls: 4.0236, loss: 4.0236, grad_norm: 0.9514 2020-10-04 15:55:20,224 - mmaction - INFO - Epoch [22][480/1413] lr: 5.901e-01, eta: 3 days, 20:45:33, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1931, top5_acc: 0.4121, loss_cls: 4.0706, loss: 4.0706, grad_norm: 0.9496 2020-10-04 15:55:39,972 - mmaction - INFO - Epoch [22][500/1413] lr: 5.901e-01, eta: 3 days, 20:45:09, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1999, top5_acc: 0.4246, loss_cls: 4.0356, loss: 4.0356, grad_norm: 0.9388 2020-10-04 15:55:59,647 - mmaction - INFO - Epoch [22][520/1413] lr: 5.901e-01, eta: 3 days, 20:44:44, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2066, top5_acc: 0.4211, loss_cls: 4.0177, loss: 4.0177, grad_norm: 0.9411 2020-10-04 15:56:19,304 - mmaction - INFO - Epoch [22][540/1413] lr: 5.901e-01, eta: 3 days, 20:44:18, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2012, top5_acc: 0.4281, loss_cls: 4.0257, loss: 4.0257, grad_norm: 0.9510 2020-10-04 15:56:38,997 - mmaction - INFO - Epoch [22][560/1413] lr: 5.901e-01, eta: 3 days, 20:43:53, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2108, top5_acc: 0.4271, loss_cls: 4.0193, loss: 4.0193, grad_norm: 0.9386 2020-10-04 15:56:58,523 - mmaction - INFO - Epoch [22][580/1413] lr: 5.901e-01, eta: 3 days, 20:43:26, time: 0.976, data_time: 0.002, memory: 8478, top1_acc: 0.2031, top5_acc: 0.4180, loss_cls: 4.0483, loss: 4.0483, grad_norm: 0.9368 2020-10-04 15:57:18,256 - mmaction - INFO - Epoch [22][600/1413] lr: 5.901e-01, eta: 3 days, 20:43:02, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2027, top5_acc: 0.4242, loss_cls: 4.0321, loss: 4.0321, grad_norm: 0.9349 2020-10-04 15:57:38,045 - mmaction - INFO - Epoch [22][620/1413] lr: 5.901e-01, eta: 3 days, 20:42:38, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2120, top5_acc: 0.4266, loss_cls: 3.9924, loss: 3.9924, grad_norm: 0.9429 2020-10-04 15:57:57,753 - mmaction - INFO - Epoch [22][640/1413] lr: 5.901e-01, eta: 3 days, 20:42:13, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2044, top5_acc: 0.4181, loss_cls: 4.0479, loss: 4.0479, grad_norm: 0.9456 2020-10-04 15:58:17,477 - mmaction - INFO - Epoch [22][660/1413] lr: 5.901e-01, eta: 3 days, 20:41:48, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2069, top5_acc: 0.4320, loss_cls: 3.9953, loss: 3.9953, grad_norm: 0.9506 2020-10-04 15:58:37,213 - mmaction - INFO - Epoch [22][680/1413] lr: 5.901e-01, eta: 3 days, 20:41:23, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2072, top5_acc: 0.4292, loss_cls: 4.0220, loss: 4.0220, grad_norm: 0.9614 2020-10-04 15:58:56,987 - mmaction - INFO - Epoch [22][700/1413] lr: 5.901e-01, eta: 3 days, 20:40:59, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2018, top5_acc: 0.4180, loss_cls: 4.0329, loss: 4.0329, grad_norm: 0.9436 2020-10-04 15:59:16,587 - mmaction - INFO - Epoch [22][720/1413] lr: 5.901e-01, eta: 3 days, 20:40:34, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2208, top5_acc: 0.4358, loss_cls: 3.9380, loss: 3.9380, grad_norm: 0.9346 2020-10-04 15:59:36,374 - mmaction - INFO - Epoch [22][740/1413] lr: 5.901e-01, eta: 3 days, 20:40:09, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2078, top5_acc: 0.4113, loss_cls: 4.0558, loss: 4.0558, grad_norm: 0.9511 2020-10-04 15:59:56,090 - mmaction - INFO - Epoch [22][760/1413] lr: 5.901e-01, eta: 3 days, 20:39:45, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2003, top5_acc: 0.4189, loss_cls: 4.0387, loss: 4.0387, grad_norm: 0.9352 2020-10-04 16:00:18,007 - mmaction - INFO - Epoch [22][780/1413] lr: 5.901e-01, eta: 3 days, 20:39:44, time: 1.096, data_time: 0.002, memory: 8478, top1_acc: 0.2051, top5_acc: 0.4286, loss_cls: 4.0407, loss: 4.0407, grad_norm: 0.9468 2020-10-04 16:00:37,799 - mmaction - INFO - Epoch [22][800/1413] lr: 5.901e-01, eta: 3 days, 20:39:20, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2125, top5_acc: 0.4253, loss_cls: 4.0134, loss: 4.0134, grad_norm: 0.9477 2020-10-04 16:00:57,524 - mmaction - INFO - Epoch [22][820/1413] lr: 5.901e-01, eta: 3 days, 20:38:56, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2094, top5_acc: 0.4328, loss_cls: 4.0028, loss: 4.0028, grad_norm: 0.9447 2020-10-04 16:01:17,203 - mmaction - INFO - Epoch [22][840/1413] lr: 5.901e-01, eta: 3 days, 20:38:30, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2096, top5_acc: 0.4214, loss_cls: 4.0255, loss: 4.0255, grad_norm: 0.9377 2020-10-04 16:01:37,022 - mmaction - INFO - Epoch [22][860/1413] lr: 5.901e-01, eta: 3 days, 20:38:07, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2118, top5_acc: 0.4286, loss_cls: 3.9933, loss: 3.9933, grad_norm: 0.9379 2020-10-04 16:01:56,700 - mmaction - INFO - Epoch [22][880/1413] lr: 5.901e-01, eta: 3 days, 20:37:41, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2090, top5_acc: 0.4275, loss_cls: 4.0082, loss: 4.0082, grad_norm: 0.9412 2020-10-04 16:02:16,356 - mmaction - INFO - Epoch [22][900/1413] lr: 5.901e-01, eta: 3 days, 20:37:16, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.1969, top5_acc: 0.4245, loss_cls: 4.0597, loss: 4.0597, grad_norm: 0.9601 2020-10-04 16:02:35,883 - mmaction - INFO - Epoch [22][920/1413] lr: 5.901e-01, eta: 3 days, 20:36:50, time: 0.977, data_time: 0.002, memory: 8478, top1_acc: 0.2023, top5_acc: 0.4227, loss_cls: 4.0221, loss: 4.0221, grad_norm: 0.9342 2020-10-04 16:02:55,693 - mmaction - INFO - Epoch [22][940/1413] lr: 5.901e-01, eta: 3 days, 20:36:26, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2083, top5_acc: 0.4302, loss_cls: 3.9943, loss: 3.9943, grad_norm: 0.9456 2020-10-04 16:03:15,433 - mmaction - INFO - Epoch [22][960/1413] lr: 5.901e-01, eta: 3 days, 20:36:01, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2085, top5_acc: 0.4255, loss_cls: 4.0132, loss: 4.0132, grad_norm: 0.9476 2020-10-04 16:03:35,171 - mmaction - INFO - Epoch [22][980/1413] lr: 5.901e-01, eta: 3 days, 20:35:37, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2003, top5_acc: 0.4141, loss_cls: 4.0861, loss: 4.0861, grad_norm: 0.9586 2020-10-04 16:03:54,869 - mmaction - INFO - Epoch [22][1000/1413] lr: 5.901e-01, eta: 3 days, 20:35:12, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2061, top5_acc: 0.4165, loss_cls: 4.0161, loss: 4.0161, grad_norm: 0.9247 2020-10-04 16:04:14,696 - mmaction - INFO - Epoch [22][1020/1413] lr: 5.901e-01, eta: 3 days, 20:34:49, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2055, top5_acc: 0.4212, loss_cls: 4.0398, loss: 4.0398, grad_norm: 0.9418 2020-10-04 16:04:34,373 - mmaction - INFO - Epoch [22][1040/1413] lr: 5.901e-01, eta: 3 days, 20:34:23, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2096, top5_acc: 0.4194, loss_cls: 4.0460, loss: 4.0460, grad_norm: 0.9318 2020-10-04 16:04:54,013 - mmaction - INFO - Epoch [22][1060/1413] lr: 5.901e-01, eta: 3 days, 20:33:58, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2001, top5_acc: 0.4199, loss_cls: 4.0318, loss: 4.0318, grad_norm: 0.9436 2020-10-04 16:05:13,668 - mmaction - INFO - Epoch [22][1080/1413] lr: 5.901e-01, eta: 3 days, 20:33:33, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2034, top5_acc: 0.4126, loss_cls: 4.0621, loss: 4.0621, grad_norm: 0.9262 2020-10-04 16:05:33,484 - mmaction - INFO - Epoch [22][1100/1413] lr: 5.901e-01, eta: 3 days, 20:33:09, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2069, top5_acc: 0.4182, loss_cls: 4.0144, loss: 4.0144, grad_norm: 0.9323 2020-10-04 16:05:53,181 - mmaction - INFO - Epoch [22][1120/1413] lr: 5.901e-01, eta: 3 days, 20:32:44, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2033, top5_acc: 0.4165, loss_cls: 4.0463, loss: 4.0463, grad_norm: 0.9384 2020-10-04 16:06:12,927 - mmaction - INFO - Epoch [22][1140/1413] lr: 5.901e-01, eta: 3 days, 20:32:20, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2087, top5_acc: 0.4245, loss_cls: 4.0025, loss: 4.0025, grad_norm: 0.9386 2020-10-04 16:06:32,591 - mmaction - INFO - Epoch [22][1160/1413] lr: 5.901e-01, eta: 3 days, 20:31:55, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2085, top5_acc: 0.4215, loss_cls: 4.0447, loss: 4.0447, grad_norm: 0.9345 2020-10-04 16:06:52,203 - mmaction - INFO - Epoch [22][1180/1413] lr: 5.901e-01, eta: 3 days, 20:31:29, time: 0.981, data_time: 0.003, memory: 8478, top1_acc: 0.2057, top5_acc: 0.4370, loss_cls: 3.9906, loss: 3.9906, grad_norm: 0.9506 2020-10-04 16:07:11,988 - mmaction - INFO - Epoch [22][1200/1413] lr: 5.901e-01, eta: 3 days, 20:31:05, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2038, top5_acc: 0.4230, loss_cls: 4.0365, loss: 4.0365, grad_norm: 0.9589 2020-10-04 16:07:31,647 - mmaction - INFO - Epoch [22][1220/1413] lr: 5.901e-01, eta: 3 days, 20:30:40, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2052, top5_acc: 0.4202, loss_cls: 4.0264, loss: 4.0264, grad_norm: 0.9306 2020-10-04 16:07:51,412 - mmaction - INFO - Epoch [22][1240/1413] lr: 5.901e-01, eta: 3 days, 20:30:16, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2030, top5_acc: 0.4189, loss_cls: 4.0392, loss: 4.0392, grad_norm: 0.9441 2020-10-04 16:08:11,125 - mmaction - INFO - Epoch [22][1260/1413] lr: 5.901e-01, eta: 3 days, 20:29:51, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2064, top5_acc: 0.4254, loss_cls: 4.0389, loss: 4.0389, grad_norm: 0.9446 2020-10-04 16:08:30,901 - mmaction - INFO - Epoch [22][1280/1413] lr: 5.901e-01, eta: 3 days, 20:29:27, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2035, top5_acc: 0.4159, loss_cls: 4.0576, loss: 4.0576, grad_norm: 0.9548 2020-10-04 16:08:50,584 - mmaction - INFO - Epoch [22][1300/1413] lr: 5.901e-01, eta: 3 days, 20:29:02, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2035, top5_acc: 0.4182, loss_cls: 4.0364, loss: 4.0364, grad_norm: 0.9339 2020-10-04 16:09:10,317 - mmaction - INFO - Epoch [22][1320/1413] lr: 5.901e-01, eta: 3 days, 20:28:38, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2074, top5_acc: 0.4155, loss_cls: 4.0715, loss: 4.0715, grad_norm: 0.9505 2020-10-04 16:09:30,095 - mmaction - INFO - Epoch [22][1340/1413] lr: 5.901e-01, eta: 3 days, 20:28:14, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2033, top5_acc: 0.4169, loss_cls: 4.0468, loss: 4.0468, grad_norm: 0.9227 2020-10-04 16:09:49,913 - mmaction - INFO - Epoch [22][1360/1413] lr: 5.901e-01, eta: 3 days, 20:27:50, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2051, top5_acc: 0.4210, loss_cls: 4.0052, loss: 4.0052, grad_norm: 0.9399 2020-10-04 16:10:09,688 - mmaction - INFO - Epoch [22][1380/1413] lr: 5.901e-01, eta: 3 days, 20:27:27, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2098, top5_acc: 0.4279, loss_cls: 4.0214, loss: 4.0214, grad_norm: 0.9529 2020-10-04 16:10:29,383 - mmaction - INFO - Epoch [22][1400/1413] lr: 5.901e-01, eta: 3 days, 20:27:02, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2108, top5_acc: 0.4260, loss_cls: 3.9829, loss: 3.9829, grad_norm: 0.9471 2020-10-04 16:11:38,667 - mmaction - INFO - Epoch [23][20/1413] lr: 5.891e-01, eta: 3 days, 20:30:19, time: 2.742, data_time: 1.683, memory: 8478, top1_acc: 0.2012, top5_acc: 0.4130, loss_cls: 4.0719, loss: 4.0719, grad_norm: 0.9515 2020-10-04 16:11:58,178 - mmaction - INFO - Epoch [23][40/1413] lr: 5.891e-01, eta: 3 days, 20:29:51, time: 0.974, data_time: 0.002, memory: 8478, top1_acc: 0.2030, top5_acc: 0.4268, loss_cls: 4.0023, loss: 4.0023, grad_norm: 0.9379 2020-10-04 16:12:17,729 - mmaction - INFO - Epoch [23][60/1413] lr: 5.891e-01, eta: 3 days, 20:29:25, time: 0.978, data_time: 0.003, memory: 8478, top1_acc: 0.2128, top5_acc: 0.4368, loss_cls: 3.9728, loss: 3.9728, grad_norm: 0.9344 2020-10-04 16:12:37,496 - mmaction - INFO - Epoch [23][80/1413] lr: 5.891e-01, eta: 3 days, 20:29:01, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2085, top5_acc: 0.4220, loss_cls: 4.0104, loss: 4.0104, grad_norm: 0.9524 2020-10-04 16:12:57,284 - mmaction - INFO - Epoch [23][100/1413] lr: 5.891e-01, eta: 3 days, 20:28:37, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2076, top5_acc: 0.4249, loss_cls: 3.9979, loss: 3.9979, grad_norm: 0.9540 2020-10-04 16:13:16,968 - mmaction - INFO - Epoch [23][120/1413] lr: 5.891e-01, eta: 3 days, 20:28:12, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2061, top5_acc: 0.4322, loss_cls: 3.9857, loss: 3.9857, grad_norm: 0.9306 2020-10-04 16:13:36,729 - mmaction - INFO - Epoch [23][140/1413] lr: 5.891e-01, eta: 3 days, 20:27:48, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2164, top5_acc: 0.4353, loss_cls: 3.9559, loss: 3.9559, grad_norm: 0.9470 2020-10-04 16:13:56,420 - mmaction - INFO - Epoch [23][160/1413] lr: 5.891e-01, eta: 3 days, 20:27:23, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2068, top5_acc: 0.4294, loss_cls: 4.0007, loss: 4.0007, grad_norm: 0.9540 2020-10-04 16:14:16,086 - mmaction - INFO - Epoch [23][180/1413] lr: 5.891e-01, eta: 3 days, 20:26:58, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2091, top5_acc: 0.4227, loss_cls: 4.0264, loss: 4.0264, grad_norm: 0.9492 2020-10-04 16:14:35,745 - mmaction - INFO - Epoch [23][200/1413] lr: 5.891e-01, eta: 3 days, 20:26:32, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2138, top5_acc: 0.4363, loss_cls: 3.9971, loss: 3.9971, grad_norm: 0.9558 2020-10-04 16:14:55,584 - mmaction - INFO - Epoch [23][220/1413] lr: 5.891e-01, eta: 3 days, 20:26:09, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2115, top5_acc: 0.4214, loss_cls: 4.0222, loss: 4.0222, grad_norm: 0.9519 2020-10-04 16:15:15,295 - mmaction - INFO - Epoch [23][240/1413] lr: 5.891e-01, eta: 3 days, 20:25:44, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2168, top5_acc: 0.4309, loss_cls: 3.9644, loss: 3.9644, grad_norm: 0.9501 2020-10-04 16:15:35,090 - mmaction - INFO - Epoch [23][260/1413] lr: 5.891e-01, eta: 3 days, 20:25:21, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2047, top5_acc: 0.4206, loss_cls: 4.0317, loss: 4.0317, grad_norm: 0.9433 2020-10-04 16:15:54,830 - mmaction - INFO - Epoch [23][280/1413] lr: 5.891e-01, eta: 3 days, 20:24:56, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2040, top5_acc: 0.4259, loss_cls: 4.0379, loss: 4.0379, grad_norm: 0.9396 2020-10-04 16:16:14,580 - mmaction - INFO - Epoch [23][300/1413] lr: 5.891e-01, eta: 3 days, 20:24:32, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2049, top5_acc: 0.4237, loss_cls: 4.0158, loss: 4.0158, grad_norm: 0.9454 2020-10-04 16:16:34,395 - mmaction - INFO - Epoch [23][320/1413] lr: 5.891e-01, eta: 3 days, 20:24:08, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2065, top5_acc: 0.4186, loss_cls: 4.0216, loss: 4.0216, grad_norm: 0.9425 2020-10-04 16:16:54,152 - mmaction - INFO - Epoch [23][340/1413] lr: 5.891e-01, eta: 3 days, 20:23:44, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.1923, top5_acc: 0.4156, loss_cls: 4.0565, loss: 4.0565, grad_norm: 0.9512 2020-10-04 16:17:13,769 - mmaction - INFO - Epoch [23][360/1413] lr: 5.891e-01, eta: 3 days, 20:23:19, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2112, top5_acc: 0.4253, loss_cls: 3.9944, loss: 3.9944, grad_norm: 0.9393 2020-10-04 16:17:33,534 - mmaction - INFO - Epoch [23][380/1413] lr: 5.891e-01, eta: 3 days, 20:22:55, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2076, top5_acc: 0.4257, loss_cls: 4.0276, loss: 4.0276, grad_norm: 0.9476 2020-10-04 16:17:53,180 - mmaction - INFO - Epoch [23][400/1413] lr: 5.891e-01, eta: 3 days, 20:22:29, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2068, top5_acc: 0.4225, loss_cls: 4.0507, loss: 4.0507, grad_norm: 0.9386 2020-10-04 16:18:12,826 - mmaction - INFO - Epoch [23][420/1413] lr: 5.891e-01, eta: 3 days, 20:22:04, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2027, top5_acc: 0.4211, loss_cls: 4.0197, loss: 4.0197, grad_norm: 0.9542 2020-10-04 16:18:32,571 - mmaction - INFO - Epoch [23][440/1413] lr: 5.891e-01, eta: 3 days, 20:21:40, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2079, top5_acc: 0.4237, loss_cls: 4.0302, loss: 4.0302, grad_norm: 0.9473 2020-10-04 16:18:52,279 - mmaction - INFO - Epoch [23][460/1413] lr: 5.891e-01, eta: 3 days, 20:21:15, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2120, top5_acc: 0.4245, loss_cls: 3.9986, loss: 3.9986, grad_norm: 0.9404 2020-10-04 16:19:12,061 - mmaction - INFO - Epoch [23][480/1413] lr: 5.891e-01, eta: 3 days, 20:20:51, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.2090, top5_acc: 0.4332, loss_cls: 3.9613, loss: 3.9613, grad_norm: 0.9495 2020-10-04 16:19:31,737 - mmaction - INFO - Epoch [23][500/1413] lr: 5.891e-01, eta: 3 days, 20:20:26, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2159, top5_acc: 0.4305, loss_cls: 3.9683, loss: 3.9683, grad_norm: 0.9667 2020-10-04 16:19:51,333 - mmaction - INFO - Epoch [23][520/1413] lr: 5.891e-01, eta: 3 days, 20:20:00, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2126, top5_acc: 0.4302, loss_cls: 4.0065, loss: 4.0065, grad_norm: 0.9468 2020-10-04 16:20:11,076 - mmaction - INFO - Epoch [23][540/1413] lr: 5.891e-01, eta: 3 days, 20:19:36, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2021, top5_acc: 0.4247, loss_cls: 4.0398, loss: 4.0398, grad_norm: 0.9462 2020-10-04 16:20:30,804 - mmaction - INFO - Epoch [23][560/1413] lr: 5.891e-01, eta: 3 days, 20:19:12, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2055, top5_acc: 0.4243, loss_cls: 4.0069, loss: 4.0069, grad_norm: 0.9401 2020-10-04 16:20:50,540 - mmaction - INFO - Epoch [23][580/1413] lr: 5.891e-01, eta: 3 days, 20:18:47, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2004, top5_acc: 0.4211, loss_cls: 4.0209, loss: 4.0209, grad_norm: 0.9536 2020-10-04 16:21:10,291 - mmaction - INFO - Epoch [23][600/1413] lr: 5.891e-01, eta: 3 days, 20:18:23, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.1995, top5_acc: 0.4237, loss_cls: 4.0121, loss: 4.0121, grad_norm: 0.9472 2020-10-04 16:21:30,020 - mmaction - INFO - Epoch [23][620/1413] lr: 5.891e-01, eta: 3 days, 20:17:59, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2022, top5_acc: 0.4237, loss_cls: 4.0110, loss: 4.0110, grad_norm: 0.9580 2020-10-04 16:21:49,712 - mmaction - INFO - Epoch [23][640/1413] lr: 5.891e-01, eta: 3 days, 20:17:34, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2036, top5_acc: 0.4172, loss_cls: 4.0526, loss: 4.0526, grad_norm: 0.9391 2020-10-04 16:22:09,378 - mmaction - INFO - Epoch [23][660/1413] lr: 5.891e-01, eta: 3 days, 20:17:09, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4286, loss_cls: 3.9859, loss: 3.9859, grad_norm: 0.9385 2020-10-04 16:22:28,934 - mmaction - INFO - Epoch [23][680/1413] lr: 5.891e-01, eta: 3 days, 20:16:43, time: 0.978, data_time: 0.002, memory: 8478, top1_acc: 0.2034, top5_acc: 0.4199, loss_cls: 4.0116, loss: 4.0116, grad_norm: 0.9412 2020-10-04 16:22:48,754 - mmaction - INFO - Epoch [23][700/1413] lr: 5.891e-01, eta: 3 days, 20:16:20, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2052, top5_acc: 0.4216, loss_cls: 4.0373, loss: 4.0373, grad_norm: 0.9360 2020-10-04 16:23:08,510 - mmaction - INFO - Epoch [23][720/1413] lr: 5.891e-01, eta: 3 days, 20:15:55, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.1943, top5_acc: 0.4214, loss_cls: 4.0544, loss: 4.0544, grad_norm: 0.9546 2020-10-04 16:23:28,192 - mmaction - INFO - Epoch [23][740/1413] lr: 5.891e-01, eta: 3 days, 20:15:31, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2073, top5_acc: 0.4230, loss_cls: 4.0327, loss: 4.0327, grad_norm: 0.9361 2020-10-04 16:23:47,950 - mmaction - INFO - Epoch [23][760/1413] lr: 5.891e-01, eta: 3 days, 20:15:06, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2069, top5_acc: 0.4284, loss_cls: 3.9954, loss: 3.9954, grad_norm: 0.9530 2020-10-04 16:24:07,686 - mmaction - INFO - Epoch [23][780/1413] lr: 5.891e-01, eta: 3 days, 20:14:42, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2010, top5_acc: 0.4126, loss_cls: 4.0723, loss: 4.0723, grad_norm: 0.9432 2020-10-04 16:24:27,382 - mmaction - INFO - Epoch [23][800/1413] lr: 5.891e-01, eta: 3 days, 20:14:17, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2105, top5_acc: 0.4273, loss_cls: 3.9842, loss: 3.9842, grad_norm: 0.9461 2020-10-04 16:24:47,071 - mmaction - INFO - Epoch [23][820/1413] lr: 5.891e-01, eta: 3 days, 20:13:53, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2095, top5_acc: 0.4271, loss_cls: 4.0143, loss: 4.0143, grad_norm: 0.9545 2020-10-04 16:25:06,878 - mmaction - INFO - Epoch [23][840/1413] lr: 5.891e-01, eta: 3 days, 20:13:29, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.2099, top5_acc: 0.4263, loss_cls: 4.0279, loss: 4.0279, grad_norm: 0.9433 2020-10-04 16:25:26,575 - mmaction - INFO - Epoch [23][860/1413] lr: 5.891e-01, eta: 3 days, 20:13:05, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2066, top5_acc: 0.4225, loss_cls: 4.0224, loss: 4.0224, grad_norm: 0.9411 2020-10-04 16:25:46,255 - mmaction - INFO - Epoch [23][880/1413] lr: 5.891e-01, eta: 3 days, 20:12:40, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2049, top5_acc: 0.4238, loss_cls: 4.0327, loss: 4.0327, grad_norm: 0.9455 2020-10-04 16:26:05,977 - mmaction - INFO - Epoch [23][900/1413] lr: 5.891e-01, eta: 3 days, 20:12:15, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2079, top5_acc: 0.4201, loss_cls: 4.0136, loss: 4.0136, grad_norm: 0.9582 2020-10-04 16:26:25,682 - mmaction - INFO - Epoch [23][920/1413] lr: 5.891e-01, eta: 3 days, 20:11:51, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2086, top5_acc: 0.4271, loss_cls: 4.0227, loss: 4.0227, grad_norm: 0.9293 2020-10-04 16:26:45,381 - mmaction - INFO - Epoch [23][940/1413] lr: 5.891e-01, eta: 3 days, 20:11:26, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2052, top5_acc: 0.4260, loss_cls: 4.0167, loss: 4.0167, grad_norm: 0.9450 2020-10-04 16:27:05,162 - mmaction - INFO - Epoch [23][960/1413] lr: 5.891e-01, eta: 3 days, 20:11:03, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2044, top5_acc: 0.4223, loss_cls: 4.0159, loss: 4.0159, grad_norm: 0.9504 2020-10-04 16:27:24,950 - mmaction - INFO - Epoch [23][980/1413] lr: 5.891e-01, eta: 3 days, 20:10:39, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.2066, top5_acc: 0.4240, loss_cls: 3.9996, loss: 3.9996, grad_norm: 0.9602 2020-10-04 16:27:44,580 - mmaction - INFO - Epoch [23][1000/1413] lr: 5.891e-01, eta: 3 days, 20:10:14, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2107, top5_acc: 0.4263, loss_cls: 3.9957, loss: 3.9957, grad_norm: 0.9425 2020-10-04 16:28:04,308 - mmaction - INFO - Epoch [23][1020/1413] lr: 5.891e-01, eta: 3 days, 20:09:49, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2022, top5_acc: 0.4176, loss_cls: 4.0573, loss: 4.0573, grad_norm: 0.9485 2020-10-04 16:28:23,932 - mmaction - INFO - Epoch [23][1040/1413] lr: 5.891e-01, eta: 3 days, 20:09:24, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2056, top5_acc: 0.4141, loss_cls: 4.0588, loss: 4.0588, grad_norm: 0.9340 2020-10-04 16:28:43,544 - mmaction - INFO - Epoch [23][1060/1413] lr: 5.891e-01, eta: 3 days, 20:08:58, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2039, top5_acc: 0.4314, loss_cls: 4.0114, loss: 4.0114, grad_norm: 0.9352 2020-10-04 16:29:03,338 - mmaction - INFO - Epoch [23][1080/1413] lr: 5.891e-01, eta: 3 days, 20:08:35, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.1943, top5_acc: 0.4145, loss_cls: 4.0320, loss: 4.0320, grad_norm: 0.9460 2020-10-04 16:29:23,006 - mmaction - INFO - Epoch [23][1100/1413] lr: 5.891e-01, eta: 3 days, 20:08:10, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2120, top5_acc: 0.4309, loss_cls: 4.0048, loss: 4.0048, grad_norm: 0.9340 2020-10-04 16:29:42,754 - mmaction - INFO - Epoch [23][1120/1413] lr: 5.891e-01, eta: 3 days, 20:07:46, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2027, top5_acc: 0.4268, loss_cls: 4.0312, loss: 4.0312, grad_norm: 0.9597 2020-10-04 16:30:02,495 - mmaction - INFO - Epoch [23][1140/1413] lr: 5.891e-01, eta: 3 days, 20:07:22, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2113, top5_acc: 0.4339, loss_cls: 3.9799, loss: 3.9799, grad_norm: 0.9542 2020-10-04 16:30:23,197 - mmaction - INFO - Epoch [23][1160/1413] lr: 5.891e-01, eta: 3 days, 20:07:08, time: 1.034, data_time: 0.001, memory: 8478, top1_acc: 0.2103, top5_acc: 0.4311, loss_cls: 3.9774, loss: 3.9774, grad_norm: 0.9406 2020-10-04 16:30:43,019 - mmaction - INFO - Epoch [23][1180/1413] lr: 5.891e-01, eta: 3 days, 20:06:44, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2052, top5_acc: 0.4182, loss_cls: 4.0637, loss: 4.0637, grad_norm: 0.9432 2020-10-04 16:31:02,705 - mmaction - INFO - Epoch [23][1200/1413] lr: 5.891e-01, eta: 3 days, 20:06:20, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2072, top5_acc: 0.4315, loss_cls: 4.0077, loss: 4.0077, grad_norm: 0.9303 2020-10-04 16:31:22,497 - mmaction - INFO - Epoch [23][1220/1413] lr: 5.891e-01, eta: 3 days, 20:05:56, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2172, top5_acc: 0.4326, loss_cls: 3.9573, loss: 3.9573, grad_norm: 0.9515 2020-10-04 16:31:42,232 - mmaction - INFO - Epoch [23][1240/1413] lr: 5.891e-01, eta: 3 days, 20:05:32, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2117, top5_acc: 0.4164, loss_cls: 4.0095, loss: 4.0095, grad_norm: 0.9568 2020-10-04 16:32:01,824 - mmaction - INFO - Epoch [23][1260/1413] lr: 5.891e-01, eta: 3 days, 20:05:06, time: 0.981, data_time: 0.003, memory: 8478, top1_acc: 0.2048, top5_acc: 0.4217, loss_cls: 4.0239, loss: 4.0239, grad_norm: 0.9394 2020-10-04 16:32:21,490 - mmaction - INFO - Epoch [23][1280/1413] lr: 5.891e-01, eta: 3 days, 20:04:42, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2029, top5_acc: 0.4206, loss_cls: 4.0493, loss: 4.0493, grad_norm: 0.9542 2020-10-04 16:32:41,222 - mmaction - INFO - Epoch [23][1300/1413] lr: 5.891e-01, eta: 3 days, 20:04:17, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2059, top5_acc: 0.4180, loss_cls: 4.0284, loss: 4.0284, grad_norm: 0.9504 2020-10-04 16:33:00,870 - mmaction - INFO - Epoch [23][1320/1413] lr: 5.891e-01, eta: 3 days, 20:03:52, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2094, top5_acc: 0.4203, loss_cls: 4.0067, loss: 4.0067, grad_norm: 0.9347 2020-10-04 16:33:20,515 - mmaction - INFO - Epoch [23][1340/1413] lr: 5.891e-01, eta: 3 days, 20:03:27, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.2068, top5_acc: 0.4206, loss_cls: 4.0225, loss: 4.0225, grad_norm: 0.9472 2020-10-04 16:33:40,258 - mmaction - INFO - Epoch [23][1360/1413] lr: 5.891e-01, eta: 3 days, 20:03:03, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2121, top5_acc: 0.4217, loss_cls: 4.0353, loss: 4.0353, grad_norm: 0.9561 2020-10-04 16:34:00,054 - mmaction - INFO - Epoch [23][1380/1413] lr: 5.891e-01, eta: 3 days, 20:02:40, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.2061, top5_acc: 0.4286, loss_cls: 4.0014, loss: 4.0014, grad_norm: 0.9426 2020-10-04 16:34:19,756 - mmaction - INFO - Epoch [23][1400/1413] lr: 5.891e-01, eta: 3 days, 20:02:15, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2160, top5_acc: 0.4302, loss_cls: 4.0001, loss: 4.0001, grad_norm: 0.9526 2020-10-04 16:35:24,319 - mmaction - INFO - Epoch [24][20/1413] lr: 5.881e-01, eta: 3 days, 20:04:47, time: 2.574, data_time: 1.264, memory: 8478, top1_acc: 0.2001, top5_acc: 0.4234, loss_cls: 4.0489, loss: 4.0489, grad_norm: 0.9461 2020-10-04 16:35:43,816 - mmaction - INFO - Epoch [24][40/1413] lr: 5.881e-01, eta: 3 days, 20:04:20, time: 0.975, data_time: 0.003, memory: 8478, top1_acc: 0.2085, top5_acc: 0.4380, loss_cls: 3.9774, loss: 3.9774, grad_norm: 0.9504 2020-10-04 16:36:03,428 - mmaction - INFO - Epoch [24][60/1413] lr: 5.881e-01, eta: 3 days, 20:03:55, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.2168, top5_acc: 0.4310, loss_cls: 3.9741, loss: 3.9741, grad_norm: 0.9331 2020-10-04 16:36:23,184 - mmaction - INFO - Epoch [24][80/1413] lr: 5.881e-01, eta: 3 days, 20:03:31, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2078, top5_acc: 0.4250, loss_cls: 4.0192, loss: 4.0192, grad_norm: 0.9461 2020-10-04 16:36:42,949 - mmaction - INFO - Epoch [24][100/1413] lr: 5.881e-01, eta: 3 days, 20:03:07, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2160, top5_acc: 0.4312, loss_cls: 3.9856, loss: 3.9856, grad_norm: 0.9572 2020-10-04 16:37:02,672 - mmaction - INFO - Epoch [24][120/1413] lr: 5.881e-01, eta: 3 days, 20:02:43, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2090, top5_acc: 0.4277, loss_cls: 4.0141, loss: 4.0141, grad_norm: 0.9573 2020-10-04 16:37:22,483 - mmaction - INFO - Epoch [24][140/1413] lr: 5.881e-01, eta: 3 days, 20:02:19, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2117, top5_acc: 0.4306, loss_cls: 4.0077, loss: 4.0077, grad_norm: 0.9551 2020-10-04 16:37:42,266 - mmaction - INFO - Epoch [24][160/1413] lr: 5.881e-01, eta: 3 days, 20:01:56, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2074, top5_acc: 0.4346, loss_cls: 3.9889, loss: 3.9889, grad_norm: 0.9599 2020-10-04 16:38:01,982 - mmaction - INFO - Epoch [24][180/1413] lr: 5.881e-01, eta: 3 days, 20:01:31, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2068, top5_acc: 0.4139, loss_cls: 4.0545, loss: 4.0545, grad_norm: 0.9389 2020-10-04 16:38:21,714 - mmaction - INFO - Epoch [24][200/1413] lr: 5.881e-01, eta: 3 days, 20:01:07, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2083, top5_acc: 0.4292, loss_cls: 3.9933, loss: 3.9933, grad_norm: 0.9620 2020-10-04 16:38:41,631 - mmaction - INFO - Epoch [24][220/1413] lr: 5.881e-01, eta: 3 days, 20:00:45, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2077, top5_acc: 0.4320, loss_cls: 3.9957, loss: 3.9957, grad_norm: 0.9524 2020-10-04 16:39:01,349 - mmaction - INFO - Epoch [24][240/1413] lr: 5.881e-01, eta: 3 days, 20:00:20, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2112, top5_acc: 0.4335, loss_cls: 3.9853, loss: 3.9853, grad_norm: 0.9550 2020-10-04 16:39:21,148 - mmaction - INFO - Epoch [24][260/1413] lr: 5.881e-01, eta: 3 days, 19:59:57, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2167, top5_acc: 0.4365, loss_cls: 3.9418, loss: 3.9418, grad_norm: 0.9633 2020-10-04 16:39:40,847 - mmaction - INFO - Epoch [24][280/1413] lr: 5.881e-01, eta: 3 days, 19:59:33, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2065, top5_acc: 0.4305, loss_cls: 4.0067, loss: 4.0067, grad_norm: 0.9409 2020-10-04 16:40:00,557 - mmaction - INFO - Epoch [24][300/1413] lr: 5.881e-01, eta: 3 days, 19:59:08, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2158, top5_acc: 0.4359, loss_cls: 3.9669, loss: 3.9669, grad_norm: 0.9536 2020-10-04 16:40:20,349 - mmaction - INFO - Epoch [24][320/1413] lr: 5.881e-01, eta: 3 days, 19:58:45, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2089, top5_acc: 0.4266, loss_cls: 4.0046, loss: 4.0046, grad_norm: 0.9565 2020-10-04 16:40:40,055 - mmaction - INFO - Epoch [24][340/1413] lr: 5.881e-01, eta: 3 days, 19:58:20, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2078, top5_acc: 0.4275, loss_cls: 4.0204, loss: 4.0204, grad_norm: 0.9538 2020-10-04 16:40:59,749 - mmaction - INFO - Epoch [24][360/1413] lr: 5.881e-01, eta: 3 days, 19:57:55, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2113, top5_acc: 0.4309, loss_cls: 3.9936, loss: 3.9936, grad_norm: 0.9417 2020-10-04 16:41:19,486 - mmaction - INFO - Epoch [24][380/1413] lr: 5.881e-01, eta: 3 days, 19:57:31, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2070, top5_acc: 0.4251, loss_cls: 3.9896, loss: 3.9896, grad_norm: 0.9470 2020-10-04 16:41:39,129 - mmaction - INFO - Epoch [24][400/1413] lr: 5.881e-01, eta: 3 days, 19:57:06, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2081, top5_acc: 0.4302, loss_cls: 4.0076, loss: 4.0076, grad_norm: 0.9428 2020-10-04 16:41:58,890 - mmaction - INFO - Epoch [24][420/1413] lr: 5.881e-01, eta: 3 days, 19:56:42, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2076, top5_acc: 0.4243, loss_cls: 4.0132, loss: 4.0132, grad_norm: 0.9508 2020-10-04 16:42:18,512 - mmaction - INFO - Epoch [24][440/1413] lr: 5.881e-01, eta: 3 days, 19:56:17, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.2141, top5_acc: 0.4270, loss_cls: 3.9861, loss: 3.9861, grad_norm: 0.9474 2020-10-04 16:42:38,304 - mmaction - INFO - Epoch [24][460/1413] lr: 5.881e-01, eta: 3 days, 19:55:54, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2177, top5_acc: 0.4396, loss_cls: 3.9690, loss: 3.9690, grad_norm: 0.9368 2020-10-04 16:42:58,066 - mmaction - INFO - Epoch [24][480/1413] lr: 5.881e-01, eta: 3 days, 19:55:30, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4279, loss_cls: 3.9931, loss: 3.9931, grad_norm: 0.9500 2020-10-04 16:43:17,865 - mmaction - INFO - Epoch [24][500/1413] lr: 5.881e-01, eta: 3 days, 19:55:06, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.1993, top5_acc: 0.4171, loss_cls: 4.0247, loss: 4.0247, grad_norm: 0.9388 2020-10-04 16:43:37,651 - mmaction - INFO - Epoch [24][520/1413] lr: 5.881e-01, eta: 3 days, 19:54:43, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2094, top5_acc: 0.4176, loss_cls: 4.0243, loss: 4.0243, grad_norm: 0.9356 2020-10-04 16:43:57,320 - mmaction - INFO - Epoch [24][540/1413] lr: 5.881e-01, eta: 3 days, 19:54:18, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2132, top5_acc: 0.4284, loss_cls: 3.9841, loss: 3.9841, grad_norm: 0.9677 2020-10-04 16:44:16,978 - mmaction - INFO - Epoch [24][560/1413] lr: 5.881e-01, eta: 3 days, 19:53:53, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2113, top5_acc: 0.4246, loss_cls: 4.0198, loss: 4.0198, grad_norm: 0.9343 2020-10-04 16:44:36,661 - mmaction - INFO - Epoch [24][580/1413] lr: 5.881e-01, eta: 3 days, 19:53:29, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2018, top5_acc: 0.4146, loss_cls: 4.0569, loss: 4.0569, grad_norm: 0.9517 2020-10-04 16:44:56,327 - mmaction - INFO - Epoch [24][600/1413] lr: 5.881e-01, eta: 3 days, 19:53:04, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2126, top5_acc: 0.4306, loss_cls: 3.9799, loss: 3.9799, grad_norm: 0.9482 2020-10-04 16:45:16,085 - mmaction - INFO - Epoch [24][620/1413] lr: 5.881e-01, eta: 3 days, 19:52:40, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2147, top5_acc: 0.4234, loss_cls: 4.0127, loss: 4.0127, grad_norm: 0.9512 2020-10-04 16:45:35,763 - mmaction - INFO - Epoch [24][640/1413] lr: 5.881e-01, eta: 3 days, 19:52:15, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2103, top5_acc: 0.4152, loss_cls: 4.0467, loss: 4.0467, grad_norm: 0.9444 2020-10-04 16:45:55,547 - mmaction - INFO - Epoch [24][660/1413] lr: 5.881e-01, eta: 3 days, 19:51:52, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2164, top5_acc: 0.4286, loss_cls: 3.9912, loss: 3.9912, grad_norm: 0.9482 2020-10-04 16:46:15,367 - mmaction - INFO - Epoch [24][680/1413] lr: 5.881e-01, eta: 3 days, 19:51:29, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2094, top5_acc: 0.4211, loss_cls: 4.0328, loss: 4.0328, grad_norm: 0.9521 2020-10-04 16:46:35,009 - mmaction - INFO - Epoch [24][700/1413] lr: 5.881e-01, eta: 3 days, 19:51:04, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2035, top5_acc: 0.4160, loss_cls: 4.0652, loss: 4.0652, grad_norm: 0.9495 2020-10-04 16:46:54,678 - mmaction - INFO - Epoch [24][720/1413] lr: 5.881e-01, eta: 3 days, 19:50:39, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2104, top5_acc: 0.4289, loss_cls: 4.0067, loss: 4.0067, grad_norm: 0.9502 2020-10-04 16:47:14,334 - mmaction - INFO - Epoch [24][740/1413] lr: 5.881e-01, eta: 3 days, 19:50:14, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2111, top5_acc: 0.4302, loss_cls: 3.9727, loss: 3.9727, grad_norm: 0.9475 2020-10-04 16:47:34,119 - mmaction - INFO - Epoch [24][760/1413] lr: 5.881e-01, eta: 3 days, 19:49:51, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.2020, top5_acc: 0.4279, loss_cls: 4.0104, loss: 4.0104, grad_norm: 0.9588 2020-10-04 16:47:53,791 - mmaction - INFO - Epoch [24][780/1413] lr: 5.881e-01, eta: 3 days, 19:49:26, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2125, top5_acc: 0.4171, loss_cls: 4.0146, loss: 4.0146, grad_norm: 0.9520 2020-10-04 16:48:13,524 - mmaction - INFO - Epoch [24][800/1413] lr: 5.881e-01, eta: 3 days, 19:49:02, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2164, top5_acc: 0.4326, loss_cls: 3.9626, loss: 3.9626, grad_norm: 0.9437 2020-10-04 16:48:33,272 - mmaction - INFO - Epoch [24][820/1413] lr: 5.881e-01, eta: 3 days, 19:48:38, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.1980, top5_acc: 0.4197, loss_cls: 4.0684, loss: 4.0684, grad_norm: 0.9351 2020-10-04 16:48:52,976 - mmaction - INFO - Epoch [24][840/1413] lr: 5.881e-01, eta: 3 days, 19:48:14, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2129, top5_acc: 0.4233, loss_cls: 4.0114, loss: 4.0114, grad_norm: 0.9568 2020-10-04 16:49:12,726 - mmaction - INFO - Epoch [24][860/1413] lr: 5.881e-01, eta: 3 days, 19:47:50, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2061, top5_acc: 0.4234, loss_cls: 4.0230, loss: 4.0230, grad_norm: 0.9430 2020-10-04 16:49:32,476 - mmaction - INFO - Epoch [24][880/1413] lr: 5.881e-01, eta: 3 days, 19:47:26, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2029, top5_acc: 0.4204, loss_cls: 4.0174, loss: 4.0174, grad_norm: 0.9405 2020-10-04 16:49:52,136 - mmaction - INFO - Epoch [24][900/1413] lr: 5.881e-01, eta: 3 days, 19:47:01, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2113, top5_acc: 0.4298, loss_cls: 3.9905, loss: 3.9905, grad_norm: 0.9571 2020-10-04 16:50:11,856 - mmaction - INFO - Epoch [24][920/1413] lr: 5.881e-01, eta: 3 days, 19:46:37, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2107, top5_acc: 0.4219, loss_cls: 4.0047, loss: 4.0047, grad_norm: 0.9393 2020-10-04 16:50:31,482 - mmaction - INFO - Epoch [24][940/1413] lr: 5.881e-01, eta: 3 days, 19:46:12, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2132, top5_acc: 0.4307, loss_cls: 4.0019, loss: 4.0019, grad_norm: 0.9538 2020-10-04 16:50:51,310 - mmaction - INFO - Epoch [24][960/1413] lr: 5.881e-01, eta: 3 days, 19:45:49, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2020, top5_acc: 0.4259, loss_cls: 4.0322, loss: 4.0322, grad_norm: 0.9492 2020-10-04 16:51:11,041 - mmaction - INFO - Epoch [24][980/1413] lr: 5.881e-01, eta: 3 days, 19:45:25, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1983, top5_acc: 0.4177, loss_cls: 4.0472, loss: 4.0472, grad_norm: 0.9509 2020-10-04 16:51:30,752 - mmaction - INFO - Epoch [24][1000/1413] lr: 5.881e-01, eta: 3 days, 19:45:01, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2016, top5_acc: 0.4091, loss_cls: 4.0660, loss: 4.0660, grad_norm: 0.9384 2020-10-04 16:51:50,422 - mmaction - INFO - Epoch [24][1020/1413] lr: 5.881e-01, eta: 3 days, 19:44:36, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2107, top5_acc: 0.4333, loss_cls: 4.0167, loss: 4.0167, grad_norm: 0.9387 2020-10-04 16:52:10,232 - mmaction - INFO - Epoch [24][1040/1413] lr: 5.881e-01, eta: 3 days, 19:44:13, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2039, top5_acc: 0.4306, loss_cls: 4.0137, loss: 4.0137, grad_norm: 0.9528 2020-10-04 16:52:29,925 - mmaction - INFO - Epoch [24][1060/1413] lr: 5.881e-01, eta: 3 days, 19:43:49, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2017, top5_acc: 0.4208, loss_cls: 4.0200, loss: 4.0200, grad_norm: 0.9384 2020-10-04 16:52:49,562 - mmaction - INFO - Epoch [24][1080/1413] lr: 5.881e-01, eta: 3 days, 19:43:24, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2121, top5_acc: 0.4315, loss_cls: 4.0002, loss: 4.0002, grad_norm: 0.9407 2020-10-04 16:53:09,351 - mmaction - INFO - Epoch [24][1100/1413] lr: 5.881e-01, eta: 3 days, 19:43:00, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2053, top5_acc: 0.4228, loss_cls: 4.0136, loss: 4.0136, grad_norm: 0.9525 2020-10-04 16:53:29,046 - mmaction - INFO - Epoch [24][1120/1413] lr: 5.881e-01, eta: 3 days, 19:42:36, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2063, top5_acc: 0.4312, loss_cls: 3.9935, loss: 3.9935, grad_norm: 0.9374 2020-10-04 16:53:48,660 - mmaction - INFO - Epoch [24][1140/1413] lr: 5.881e-01, eta: 3 days, 19:42:11, time: 0.981, data_time: 0.003, memory: 8478, top1_acc: 0.2082, top5_acc: 0.4333, loss_cls: 3.9694, loss: 3.9694, grad_norm: 0.9589 2020-10-04 16:54:08,311 - mmaction - INFO - Epoch [24][1160/1413] lr: 5.881e-01, eta: 3 days, 19:41:46, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2141, top5_acc: 0.4345, loss_cls: 3.9870, loss: 3.9870, grad_norm: 0.9485 2020-10-04 16:54:27,882 - mmaction - INFO - Epoch [24][1180/1413] lr: 5.881e-01, eta: 3 days, 19:41:21, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2010, top5_acc: 0.4189, loss_cls: 4.0378, loss: 4.0378, grad_norm: 0.9601 2020-10-04 16:54:47,505 - mmaction - INFO - Epoch [24][1200/1413] lr: 5.881e-01, eta: 3 days, 19:40:56, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2089, top5_acc: 0.4276, loss_cls: 4.0325, loss: 4.0325, grad_norm: 0.9437 2020-10-04 16:55:07,241 - mmaction - INFO - Epoch [24][1220/1413] lr: 5.881e-01, eta: 3 days, 19:40:32, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2121, top5_acc: 0.4262, loss_cls: 4.0255, loss: 4.0255, grad_norm: 0.9454 2020-10-04 16:55:26,989 - mmaction - INFO - Epoch [24][1240/1413] lr: 5.881e-01, eta: 3 days, 19:40:08, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2001, top5_acc: 0.4128, loss_cls: 4.0636, loss: 4.0636, grad_norm: 0.9397 2020-10-04 16:55:46,830 - mmaction - INFO - Epoch [24][1260/1413] lr: 5.881e-01, eta: 3 days, 19:39:45, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2005, top5_acc: 0.4193, loss_cls: 4.0345, loss: 4.0345, grad_norm: 0.9537 2020-10-04 16:56:06,515 - mmaction - INFO - Epoch [24][1280/1413] lr: 5.881e-01, eta: 3 days, 19:39:21, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4312, loss_cls: 3.9786, loss: 3.9786, grad_norm: 0.9440 2020-10-04 16:56:26,183 - mmaction - INFO - Epoch [24][1300/1413] lr: 5.881e-01, eta: 3 days, 19:38:56, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2056, top5_acc: 0.4234, loss_cls: 4.0194, loss: 4.0194, grad_norm: 0.9474 2020-10-04 16:56:45,816 - mmaction - INFO - Epoch [24][1320/1413] lr: 5.881e-01, eta: 3 days, 19:38:31, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.2124, top5_acc: 0.4238, loss_cls: 4.0034, loss: 4.0034, grad_norm: 0.9491 2020-10-04 16:57:05,587 - mmaction - INFO - Epoch [24][1340/1413] lr: 5.881e-01, eta: 3 days, 19:38:08, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2147, top5_acc: 0.4366, loss_cls: 3.9752, loss: 3.9752, grad_norm: 0.9623 2020-10-04 16:57:25,269 - mmaction - INFO - Epoch [24][1360/1413] lr: 5.881e-01, eta: 3 days, 19:37:44, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2142, top5_acc: 0.4297, loss_cls: 3.9735, loss: 3.9735, grad_norm: 0.9543 2020-10-04 16:57:44,997 - mmaction - INFO - Epoch [24][1380/1413] lr: 5.881e-01, eta: 3 days, 19:37:19, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2102, top5_acc: 0.4329, loss_cls: 3.9873, loss: 3.9873, grad_norm: 0.9647 2020-10-04 16:58:04,801 - mmaction - INFO - Epoch [24][1400/1413] lr: 5.881e-01, eta: 3 days, 19:36:56, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2021, top5_acc: 0.4143, loss_cls: 4.0351, loss: 4.0351, grad_norm: 0.9389 2020-10-04 16:58:17,969 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-10-04 16:59:43,342 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-04 16:59:45,887 - mmaction - INFO - top1_acc 0.2017 top5_acc 0.4305 2020-10-04 16:59:45,888 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-04 16:59:46,008 - mmaction - INFO - mean_acc 0.2015 2020-10-04 16:59:46,009 - mmaction - INFO - Now best checkpoint is epoch_24.pth 2020-10-04 16:59:46,058 - mmaction - INFO - Epoch(val) [24][1413] top1_acc: 0.2017, top5_acc: 0.4305, mean_class_accuracy: 0.2015 2020-10-04 17:00:40,982 - mmaction - INFO - Epoch [25][20/1413] lr: 5.871e-01, eta: 3 days, 19:39:53, time: 2.744, data_time: 1.777, memory: 8478, top1_acc: 0.2098, top5_acc: 0.4225, loss_cls: 4.0161, loss: 4.0161, grad_norm: 0.9530 2020-10-04 17:01:00,291 - mmaction - INFO - Epoch [25][40/1413] lr: 5.871e-01, eta: 3 days, 19:39:25, time: 0.965, data_time: 0.002, memory: 8478, top1_acc: 0.2105, top5_acc: 0.4311, loss_cls: 4.0120, loss: 4.0120, grad_norm: 0.9750 2020-10-04 17:01:19,779 - mmaction - INFO - Epoch [25][60/1413] lr: 5.871e-01, eta: 3 days, 19:38:58, time: 0.974, data_time: 0.002, memory: 8478, top1_acc: 0.2013, top5_acc: 0.4204, loss_cls: 4.0231, loss: 4.0231, grad_norm: 0.9440 2020-10-04 17:01:39,336 - mmaction - INFO - Epoch [25][80/1413] lr: 5.871e-01, eta: 3 days, 19:38:33, time: 0.978, data_time: 0.003, memory: 8478, top1_acc: 0.2038, top5_acc: 0.4264, loss_cls: 3.9852, loss: 3.9852, grad_norm: 0.9485 2020-10-04 17:01:59,092 - mmaction - INFO - Epoch [25][100/1413] lr: 5.871e-01, eta: 3 days, 19:38:09, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2115, top5_acc: 0.4301, loss_cls: 4.0106, loss: 4.0106, grad_norm: 0.9552 2020-10-04 17:02:18,769 - mmaction - INFO - Epoch [25][120/1413] lr: 5.871e-01, eta: 3 days, 19:37:44, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2003, top5_acc: 0.4202, loss_cls: 4.0346, loss: 4.0346, grad_norm: 0.9504 2020-10-04 17:02:38,330 - mmaction - INFO - Epoch [25][140/1413] lr: 5.871e-01, eta: 3 days, 19:37:19, time: 0.978, data_time: 0.002, memory: 8478, top1_acc: 0.2174, top5_acc: 0.4350, loss_cls: 3.9774, loss: 3.9774, grad_norm: 0.9446 2020-10-04 17:02:58,038 - mmaction - INFO - Epoch [25][160/1413] lr: 5.871e-01, eta: 3 days, 19:36:54, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2108, top5_acc: 0.4406, loss_cls: 3.9374, loss: 3.9374, grad_norm: 0.9512 2020-10-04 17:03:17,704 - mmaction - INFO - Epoch [25][180/1413] lr: 5.871e-01, eta: 3 days, 19:36:30, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2095, top5_acc: 0.4301, loss_cls: 4.0246, loss: 4.0246, grad_norm: 0.9454 2020-10-04 17:03:37,486 - mmaction - INFO - Epoch [25][200/1413] lr: 5.871e-01, eta: 3 days, 19:36:06, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2128, top5_acc: 0.4363, loss_cls: 3.9662, loss: 3.9662, grad_norm: 0.9392 2020-10-04 17:03:57,190 - mmaction - INFO - Epoch [25][220/1413] lr: 5.871e-01, eta: 3 days, 19:35:42, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2091, top5_acc: 0.4294, loss_cls: 3.9826, loss: 3.9826, grad_norm: 0.9382 2020-10-04 17:04:17,029 - mmaction - INFO - Epoch [25][240/1413] lr: 5.871e-01, eta: 3 days, 19:35:19, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2117, top5_acc: 0.4329, loss_cls: 3.9730, loss: 3.9730, grad_norm: 0.9517 2020-10-04 17:04:36,835 - mmaction - INFO - Epoch [25][260/1413] lr: 5.871e-01, eta: 3 days, 19:34:56, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2133, top5_acc: 0.4358, loss_cls: 3.9883, loss: 3.9883, grad_norm: 0.9487 2020-10-04 17:04:56,586 - mmaction - INFO - Epoch [25][280/1413] lr: 5.871e-01, eta: 3 days, 19:34:32, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2072, top5_acc: 0.4217, loss_cls: 4.0281, loss: 4.0281, grad_norm: 0.9484 2020-10-04 17:05:16,294 - mmaction - INFO - Epoch [25][300/1413] lr: 5.871e-01, eta: 3 days, 19:34:08, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2107, top5_acc: 0.4320, loss_cls: 3.9782, loss: 3.9782, grad_norm: 0.9497 2020-10-04 17:05:36,008 - mmaction - INFO - Epoch [25][320/1413] lr: 5.871e-01, eta: 3 days, 19:33:44, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2141, top5_acc: 0.4279, loss_cls: 3.9874, loss: 3.9874, grad_norm: 0.9428 2020-10-04 17:05:55,729 - mmaction - INFO - Epoch [25][340/1413] lr: 5.871e-01, eta: 3 days, 19:33:20, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2060, top5_acc: 0.4259, loss_cls: 4.0252, loss: 4.0252, grad_norm: 0.9605 2020-10-04 17:06:15,480 - mmaction - INFO - Epoch [25][360/1413] lr: 5.871e-01, eta: 3 days, 19:32:56, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2027, top5_acc: 0.4171, loss_cls: 4.0654, loss: 4.0654, grad_norm: 0.9548 2020-10-04 17:06:35,141 - mmaction - INFO - Epoch [25][380/1413] lr: 5.871e-01, eta: 3 days, 19:32:32, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2099, top5_acc: 0.4211, loss_cls: 4.0246, loss: 4.0246, grad_norm: 0.9540 2020-10-04 17:06:54,775 - mmaction - INFO - Epoch [25][400/1413] lr: 5.871e-01, eta: 3 days, 19:32:07, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2182, top5_acc: 0.4326, loss_cls: 3.9627, loss: 3.9627, grad_norm: 0.9404 2020-10-04 17:07:14,420 - mmaction - INFO - Epoch [25][420/1413] lr: 5.871e-01, eta: 3 days, 19:31:42, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.2094, top5_acc: 0.4306, loss_cls: 3.9442, loss: 3.9442, grad_norm: 0.9582 2020-10-04 17:07:34,066 - mmaction - INFO - Epoch [25][440/1413] lr: 5.871e-01, eta: 3 days, 19:31:17, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2145, top5_acc: 0.4307, loss_cls: 3.9912, loss: 3.9912, grad_norm: 0.9417 2020-10-04 17:07:53,733 - mmaction - INFO - Epoch [25][460/1413] lr: 5.871e-01, eta: 3 days, 19:30:53, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2126, top5_acc: 0.4349, loss_cls: 4.0017, loss: 4.0017, grad_norm: 0.9504 2020-10-04 17:08:13,368 - mmaction - INFO - Epoch [25][480/1413] lr: 5.871e-01, eta: 3 days, 19:30:28, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.2147, top5_acc: 0.4348, loss_cls: 3.9916, loss: 3.9916, grad_norm: 0.9519 2020-10-04 17:08:33,113 - mmaction - INFO - Epoch [25][500/1413] lr: 5.871e-01, eta: 3 days, 19:30:04, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2146, top5_acc: 0.4376, loss_cls: 3.9535, loss: 3.9535, grad_norm: 0.9452 2020-10-04 17:08:52,984 - mmaction - INFO - Epoch [25][520/1413] lr: 5.871e-01, eta: 3 days, 19:29:42, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2107, top5_acc: 0.4216, loss_cls: 4.0036, loss: 4.0036, grad_norm: 0.9551 2020-10-04 17:09:12,616 - mmaction - INFO - Epoch [25][540/1413] lr: 5.871e-01, eta: 3 days, 19:29:17, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2104, top5_acc: 0.4241, loss_cls: 4.0089, loss: 4.0089, grad_norm: 0.9579 2020-10-04 17:09:32,360 - mmaction - INFO - Epoch [25][560/1413] lr: 5.871e-01, eta: 3 days, 19:28:53, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2042, top5_acc: 0.4236, loss_cls: 4.0451, loss: 4.0451, grad_norm: 0.9574 2020-10-04 17:09:52,101 - mmaction - INFO - Epoch [25][580/1413] lr: 5.871e-01, eta: 3 days, 19:28:29, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.1997, top5_acc: 0.4122, loss_cls: 4.0392, loss: 4.0392, grad_norm: 0.9595 2020-10-04 17:10:11,758 - mmaction - INFO - Epoch [25][600/1413] lr: 5.871e-01, eta: 3 days, 19:28:05, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2023, top5_acc: 0.4155, loss_cls: 4.0157, loss: 4.0157, grad_norm: 0.9579 2020-10-04 17:10:31,439 - mmaction - INFO - Epoch [25][620/1413] lr: 5.871e-01, eta: 3 days, 19:27:40, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2111, top5_acc: 0.4294, loss_cls: 4.0122, loss: 4.0122, grad_norm: 0.9467 2020-10-04 17:10:51,086 - mmaction - INFO - Epoch [25][640/1413] lr: 5.871e-01, eta: 3 days, 19:27:16, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2027, top5_acc: 0.4263, loss_cls: 4.0430, loss: 4.0430, grad_norm: 0.9540 2020-10-04 17:11:10,883 - mmaction - INFO - Epoch [25][660/1413] lr: 5.871e-01, eta: 3 days, 19:26:52, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2048, top5_acc: 0.4273, loss_cls: 3.9981, loss: 3.9981, grad_norm: 0.9422 2020-10-04 17:11:30,625 - mmaction - INFO - Epoch [25][680/1413] lr: 5.871e-01, eta: 3 days, 19:26:28, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2112, top5_acc: 0.4293, loss_cls: 3.9943, loss: 3.9943, grad_norm: 0.9563 2020-10-04 17:11:50,329 - mmaction - INFO - Epoch [25][700/1413] lr: 5.871e-01, eta: 3 days, 19:26:04, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2096, top5_acc: 0.4238, loss_cls: 4.0047, loss: 4.0047, grad_norm: 0.9319 2020-10-04 17:12:10,091 - mmaction - INFO - Epoch [25][720/1413] lr: 5.871e-01, eta: 3 days, 19:25:41, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2130, top5_acc: 0.4227, loss_cls: 4.0188, loss: 4.0188, grad_norm: 0.9522 2020-10-04 17:12:29,696 - mmaction - INFO - Epoch [25][740/1413] lr: 5.871e-01, eta: 3 days, 19:25:16, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2001, top5_acc: 0.4181, loss_cls: 4.0462, loss: 4.0462, grad_norm: 0.9535 2020-10-04 17:12:49,477 - mmaction - INFO - Epoch [25][760/1413] lr: 5.871e-01, eta: 3 days, 19:24:52, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2098, top5_acc: 0.4258, loss_cls: 4.0033, loss: 4.0033, grad_norm: 0.9464 2020-10-04 17:13:09,111 - mmaction - INFO - Epoch [25][780/1413] lr: 5.871e-01, eta: 3 days, 19:24:28, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2096, top5_acc: 0.4280, loss_cls: 3.9963, loss: 3.9963, grad_norm: 0.9388 2020-10-04 17:13:28,967 - mmaction - INFO - Epoch [25][800/1413] lr: 5.871e-01, eta: 3 days, 19:24:05, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2023, top5_acc: 0.4232, loss_cls: 4.0217, loss: 4.0217, grad_norm: 0.9437 2020-10-04 17:13:48,690 - mmaction - INFO - Epoch [25][820/1413] lr: 5.871e-01, eta: 3 days, 19:23:41, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2066, top5_acc: 0.4227, loss_cls: 4.0183, loss: 4.0183, grad_norm: 0.9538 2020-10-04 17:14:08,267 - mmaction - INFO - Epoch [25][840/1413] lr: 5.871e-01, eta: 3 days, 19:23:16, time: 0.978, data_time: 0.001, memory: 8478, top1_acc: 0.2154, top5_acc: 0.4301, loss_cls: 3.9795, loss: 3.9795, grad_norm: 0.9829 2020-10-04 17:14:27,895 - mmaction - INFO - Epoch [25][860/1413] lr: 5.871e-01, eta: 3 days, 19:22:51, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2064, top5_acc: 0.4152, loss_cls: 4.0291, loss: 4.0291, grad_norm: 0.9334 2020-10-04 17:14:47,621 - mmaction - INFO - Epoch [25][880/1413] lr: 5.871e-01, eta: 3 days, 19:22:27, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2057, top5_acc: 0.4219, loss_cls: 4.0297, loss: 4.0297, grad_norm: 0.9491 2020-10-04 17:15:07,262 - mmaction - INFO - Epoch [25][900/1413] lr: 5.871e-01, eta: 3 days, 19:22:03, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2126, top5_acc: 0.4361, loss_cls: 3.9627, loss: 3.9627, grad_norm: 0.9430 2020-10-04 17:15:27,119 - mmaction - INFO - Epoch [25][920/1413] lr: 5.871e-01, eta: 3 days, 19:21:40, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2065, top5_acc: 0.4264, loss_cls: 3.9790, loss: 3.9790, grad_norm: 0.9691 2020-10-04 17:15:46,920 - mmaction - INFO - Epoch [25][940/1413] lr: 5.871e-01, eta: 3 days, 19:21:17, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2031, top5_acc: 0.4260, loss_cls: 4.0113, loss: 4.0113, grad_norm: 0.9358 2020-10-04 17:16:06,591 - mmaction - INFO - Epoch [25][960/1413] lr: 5.871e-01, eta: 3 days, 19:20:53, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2046, top5_acc: 0.4233, loss_cls: 4.0239, loss: 4.0239, grad_norm: 0.9461 2020-10-04 17:16:26,310 - mmaction - INFO - Epoch [25][980/1413] lr: 5.871e-01, eta: 3 days, 19:20:29, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2091, top5_acc: 0.4264, loss_cls: 4.0173, loss: 4.0173, grad_norm: 0.9343 2020-10-04 17:16:46,006 - mmaction - INFO - Epoch [25][1000/1413] lr: 5.871e-01, eta: 3 days, 19:20:05, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2148, top5_acc: 0.4324, loss_cls: 3.9598, loss: 3.9598, grad_norm: 0.9355 2020-10-04 17:17:05,703 - mmaction - INFO - Epoch [25][1020/1413] lr: 5.871e-01, eta: 3 days, 19:19:40, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2107, top5_acc: 0.4232, loss_cls: 3.9999, loss: 3.9999, grad_norm: 0.9572 2020-10-04 17:17:25,288 - mmaction - INFO - Epoch [25][1040/1413] lr: 5.871e-01, eta: 3 days, 19:19:15, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2100, top5_acc: 0.4333, loss_cls: 3.9778, loss: 3.9778, grad_norm: 0.9438 2020-10-04 17:17:45,066 - mmaction - INFO - Epoch [25][1060/1413] lr: 5.871e-01, eta: 3 days, 19:18:52, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2098, top5_acc: 0.4294, loss_cls: 4.0030, loss: 4.0030, grad_norm: 0.9581 2020-10-04 17:18:04,594 - mmaction - INFO - Epoch [25][1080/1413] lr: 5.871e-01, eta: 3 days, 19:18:26, time: 0.977, data_time: 0.002, memory: 8478, top1_acc: 0.2068, top5_acc: 0.4267, loss_cls: 4.0033, loss: 4.0033, grad_norm: 0.9688 2020-10-04 17:18:24,334 - mmaction - INFO - Epoch [25][1100/1413] lr: 5.871e-01, eta: 3 days, 19:18:02, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2169, top5_acc: 0.4355, loss_cls: 3.9822, loss: 3.9822, grad_norm: 0.9513 2020-10-04 17:18:43,988 - mmaction - INFO - Epoch [25][1120/1413] lr: 5.871e-01, eta: 3 days, 19:17:38, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2102, top5_acc: 0.4298, loss_cls: 3.9620, loss: 3.9620, grad_norm: 0.9582 2020-10-04 17:19:03,740 - mmaction - INFO - Epoch [25][1140/1413] lr: 5.871e-01, eta: 3 days, 19:17:15, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2055, top5_acc: 0.4290, loss_cls: 3.9897, loss: 3.9897, grad_norm: 0.9673 2020-10-04 17:19:23,390 - mmaction - INFO - Epoch [25][1160/1413] lr: 5.871e-01, eta: 3 days, 19:16:50, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2095, top5_acc: 0.4266, loss_cls: 3.9929, loss: 3.9929, grad_norm: 0.9601 2020-10-04 17:19:43,153 - mmaction - INFO - Epoch [25][1180/1413] lr: 5.871e-01, eta: 3 days, 19:16:27, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2051, top5_acc: 0.4225, loss_cls: 4.0249, loss: 4.0249, grad_norm: 0.9495 2020-10-04 17:20:02,873 - mmaction - INFO - Epoch [25][1200/1413] lr: 5.871e-01, eta: 3 days, 19:16:03, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2100, top5_acc: 0.4258, loss_cls: 4.0103, loss: 4.0103, grad_norm: 0.9375 2020-10-04 17:20:22,602 - mmaction - INFO - Epoch [25][1220/1413] lr: 5.871e-01, eta: 3 days, 19:15:39, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2025, top5_acc: 0.4204, loss_cls: 4.0249, loss: 4.0249, grad_norm: 0.9531 2020-10-04 17:20:42,349 - mmaction - INFO - Epoch [25][1240/1413] lr: 5.871e-01, eta: 3 days, 19:15:15, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2095, top5_acc: 0.4375, loss_cls: 3.9748, loss: 3.9748, grad_norm: 0.9474 2020-10-04 17:21:02,003 - mmaction - INFO - Epoch [25][1260/1413] lr: 5.871e-01, eta: 3 days, 19:14:51, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2036, top5_acc: 0.4164, loss_cls: 4.0538, loss: 4.0538, grad_norm: 0.9491 2020-10-04 17:21:21,639 - mmaction - INFO - Epoch [25][1280/1413] lr: 5.871e-01, eta: 3 days, 19:14:26, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.2074, top5_acc: 0.4260, loss_cls: 4.0287, loss: 4.0287, grad_norm: 0.9571 2020-10-04 17:21:41,427 - mmaction - INFO - Epoch [25][1300/1413] lr: 5.871e-01, eta: 3 days, 19:14:03, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2042, top5_acc: 0.4290, loss_cls: 4.0091, loss: 4.0091, grad_norm: 0.9488 2020-10-04 17:22:01,187 - mmaction - INFO - Epoch [25][1320/1413] lr: 5.871e-01, eta: 3 days, 19:13:40, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2118, top5_acc: 0.4172, loss_cls: 4.0562, loss: 4.0562, grad_norm: 0.9542 2020-10-04 17:22:20,835 - mmaction - INFO - Epoch [25][1340/1413] lr: 5.871e-01, eta: 3 days, 19:13:15, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2087, top5_acc: 0.4329, loss_cls: 3.9975, loss: 3.9975, grad_norm: 0.9451 2020-10-04 17:22:40,592 - mmaction - INFO - Epoch [25][1360/1413] lr: 5.871e-01, eta: 3 days, 19:12:52, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2059, top5_acc: 0.4263, loss_cls: 4.0204, loss: 4.0204, grad_norm: 0.9534 2020-10-04 17:23:00,412 - mmaction - INFO - Epoch [25][1380/1413] lr: 5.871e-01, eta: 3 days, 19:12:29, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2092, top5_acc: 0.4277, loss_cls: 3.9917, loss: 3.9917, grad_norm: 0.9396 2020-10-04 17:23:20,143 - mmaction - INFO - Epoch [25][1400/1413] lr: 5.871e-01, eta: 3 days, 19:12:05, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2051, top5_acc: 0.4203, loss_cls: 4.0534, loss: 4.0534, grad_norm: 0.9606 2020-10-04 17:24:24,954 - mmaction - INFO - Epoch [26][20/1413] lr: 5.860e-01, eta: 3 days, 19:14:20, time: 2.568, data_time: 1.538, memory: 8478, top1_acc: 0.2023, top5_acc: 0.4297, loss_cls: 4.0042, loss: 4.0042, grad_norm: 0.9423 2020-10-04 17:24:44,312 - mmaction - INFO - Epoch [26][40/1413] lr: 5.860e-01, eta: 3 days, 19:13:53, time: 0.968, data_time: 0.002, memory: 8478, top1_acc: 0.2178, top5_acc: 0.4409, loss_cls: 3.9449, loss: 3.9449, grad_norm: 0.9682 2020-10-04 17:25:04,078 - mmaction - INFO - Epoch [26][60/1413] lr: 5.860e-01, eta: 3 days, 19:13:29, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2147, top5_acc: 0.4267, loss_cls: 4.0056, loss: 4.0056, grad_norm: 0.9403 2020-10-04 17:25:23,759 - mmaction - INFO - Epoch [26][80/1413] lr: 5.860e-01, eta: 3 days, 19:13:05, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2040, top5_acc: 0.4344, loss_cls: 4.0093, loss: 4.0093, grad_norm: 0.9476 2020-10-04 17:25:43,424 - mmaction - INFO - Epoch [26][100/1413] lr: 5.860e-01, eta: 3 days, 19:12:41, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4326, loss_cls: 3.9967, loss: 3.9967, grad_norm: 0.9425 2020-10-04 17:26:03,116 - mmaction - INFO - Epoch [26][120/1413] lr: 5.860e-01, eta: 3 days, 19:12:16, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2225, top5_acc: 0.4444, loss_cls: 3.9500, loss: 3.9500, grad_norm: 0.9607 2020-10-04 17:26:22,896 - mmaction - INFO - Epoch [26][140/1413] lr: 5.860e-01, eta: 3 days, 19:11:53, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2260, top5_acc: 0.4457, loss_cls: 3.9091, loss: 3.9091, grad_norm: 0.9592 2020-10-04 17:26:42,611 - mmaction - INFO - Epoch [26][160/1413] lr: 5.860e-01, eta: 3 days, 19:11:29, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2060, top5_acc: 0.4283, loss_cls: 3.9950, loss: 3.9950, grad_norm: 0.9604 2020-10-04 17:27:02,328 - mmaction - INFO - Epoch [26][180/1413] lr: 5.860e-01, eta: 3 days, 19:11:05, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2129, top5_acc: 0.4367, loss_cls: 3.9800, loss: 3.9800, grad_norm: 0.9498 2020-10-04 17:27:22,023 - mmaction - INFO - Epoch [26][200/1413] lr: 5.860e-01, eta: 3 days, 19:10:41, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2095, top5_acc: 0.4297, loss_cls: 3.9928, loss: 3.9928, grad_norm: 0.9410 2020-10-04 17:27:41,670 - mmaction - INFO - Epoch [26][220/1413] lr: 5.860e-01, eta: 3 days, 19:10:17, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2117, top5_acc: 0.4336, loss_cls: 3.9858, loss: 3.9858, grad_norm: 0.9537 2020-10-04 17:28:01,316 - mmaction - INFO - Epoch [26][240/1413] lr: 5.860e-01, eta: 3 days, 19:09:52, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2081, top5_acc: 0.4366, loss_cls: 3.9878, loss: 3.9878, grad_norm: 0.9566 2020-10-04 17:28:21,137 - mmaction - INFO - Epoch [26][260/1413] lr: 5.860e-01, eta: 3 days, 19:09:29, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2064, top5_acc: 0.4281, loss_cls: 3.9899, loss: 3.9899, grad_norm: 0.9556 2020-10-04 17:28:40,791 - mmaction - INFO - Epoch [26][280/1413] lr: 5.860e-01, eta: 3 days, 19:09:05, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2111, top5_acc: 0.4247, loss_cls: 4.0105, loss: 4.0105, grad_norm: 0.9498 2020-10-04 17:29:00,508 - mmaction - INFO - Epoch [26][300/1413] lr: 5.860e-01, eta: 3 days, 19:08:41, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2059, top5_acc: 0.4204, loss_cls: 4.0275, loss: 4.0275, grad_norm: 0.9562 2020-10-04 17:29:20,201 - mmaction - INFO - Epoch [26][320/1413] lr: 5.860e-01, eta: 3 days, 19:08:17, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2021, top5_acc: 0.4165, loss_cls: 4.0261, loss: 4.0261, grad_norm: 0.9514 2020-10-04 17:29:39,921 - mmaction - INFO - Epoch [26][340/1413] lr: 5.860e-01, eta: 3 days, 19:07:53, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2122, top5_acc: 0.4306, loss_cls: 3.9885, loss: 3.9885, grad_norm: 0.9424 2020-10-04 17:29:59,665 - mmaction - INFO - Epoch [26][360/1413] lr: 5.860e-01, eta: 3 days, 19:07:29, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2104, top5_acc: 0.4286, loss_cls: 4.0025, loss: 4.0025, grad_norm: 0.9529 2020-10-04 17:30:20,290 - mmaction - INFO - Epoch [26][380/1413] lr: 5.860e-01, eta: 3 days, 19:07:14, time: 1.032, data_time: 0.003, memory: 8478, top1_acc: 0.2118, top5_acc: 0.4318, loss_cls: 4.0163, loss: 4.0163, grad_norm: 0.9547 2020-10-04 17:30:40,088 - mmaction - INFO - Epoch [26][400/1413] lr: 5.860e-01, eta: 3 days, 19:06:51, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2052, top5_acc: 0.4225, loss_cls: 4.0091, loss: 4.0091, grad_norm: 0.9410 2020-10-04 17:30:59,735 - mmaction - INFO - Epoch [26][420/1413] lr: 5.860e-01, eta: 3 days, 19:06:26, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2017, top5_acc: 0.4251, loss_cls: 4.0052, loss: 4.0052, grad_norm: 0.9501 2020-10-04 17:31:19,424 - mmaction - INFO - Epoch [26][440/1413] lr: 5.860e-01, eta: 3 days, 19:06:02, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2126, top5_acc: 0.4333, loss_cls: 3.9855, loss: 3.9855, grad_norm: 0.9427 2020-10-04 17:31:39,071 - mmaction - INFO - Epoch [26][460/1413] lr: 5.860e-01, eta: 3 days, 19:05:38, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2118, top5_acc: 0.4306, loss_cls: 3.9686, loss: 3.9686, grad_norm: 0.9490 2020-10-04 17:31:58,758 - mmaction - INFO - Epoch [26][480/1413] lr: 5.860e-01, eta: 3 days, 19:05:14, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2141, top5_acc: 0.4223, loss_cls: 4.0029, loss: 4.0029, grad_norm: 0.9620 2020-10-04 17:32:18,519 - mmaction - INFO - Epoch [26][500/1413] lr: 5.860e-01, eta: 3 days, 19:04:50, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2177, top5_acc: 0.4361, loss_cls: 3.9629, loss: 3.9629, grad_norm: 0.9621 2020-10-04 17:32:38,267 - mmaction - INFO - Epoch [26][520/1413] lr: 5.860e-01, eta: 3 days, 19:04:27, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2049, top5_acc: 0.4251, loss_cls: 4.0132, loss: 4.0132, grad_norm: 0.9605 2020-10-04 17:32:57,921 - mmaction - INFO - Epoch [26][540/1413] lr: 5.860e-01, eta: 3 days, 19:04:03, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2069, top5_acc: 0.4193, loss_cls: 4.0246, loss: 4.0246, grad_norm: 0.9560 2020-10-04 17:33:17,584 - mmaction - INFO - Epoch [26][560/1413] lr: 5.860e-01, eta: 3 days, 19:03:38, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2098, top5_acc: 0.4286, loss_cls: 4.0170, loss: 4.0170, grad_norm: 0.9527 2020-10-04 17:33:37,247 - mmaction - INFO - Epoch [26][580/1413] lr: 5.860e-01, eta: 3 days, 19:03:14, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2129, top5_acc: 0.4224, loss_cls: 4.0017, loss: 4.0017, grad_norm: 0.9361 2020-10-04 17:33:56,920 - mmaction - INFO - Epoch [26][600/1413] lr: 5.860e-01, eta: 3 days, 19:02:50, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2108, top5_acc: 0.4264, loss_cls: 4.0077, loss: 4.0077, grad_norm: 0.9468 2020-10-04 17:34:16,596 - mmaction - INFO - Epoch [26][620/1413] lr: 5.860e-01, eta: 3 days, 19:02:26, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2030, top5_acc: 0.4098, loss_cls: 4.0499, loss: 4.0499, grad_norm: 0.9477 2020-10-04 17:34:36,263 - mmaction - INFO - Epoch [26][640/1413] lr: 5.860e-01, eta: 3 days, 19:02:01, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2056, top5_acc: 0.4251, loss_cls: 4.0274, loss: 4.0274, grad_norm: 0.9368 2020-10-04 17:34:55,996 - mmaction - INFO - Epoch [26][660/1413] lr: 5.860e-01, eta: 3 days, 19:01:38, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2070, top5_acc: 0.4236, loss_cls: 4.0028, loss: 4.0028, grad_norm: 0.9480 2020-10-04 17:35:15,641 - mmaction - INFO - Epoch [26][680/1413] lr: 5.860e-01, eta: 3 days, 19:01:13, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2116, top5_acc: 0.4286, loss_cls: 4.0143, loss: 4.0143, grad_norm: 0.9404 2020-10-04 17:35:35,311 - mmaction - INFO - Epoch [26][700/1413] lr: 5.860e-01, eta: 3 days, 19:00:49, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2117, top5_acc: 0.4257, loss_cls: 3.9909, loss: 3.9909, grad_norm: 0.9539 2020-10-04 17:35:54,933 - mmaction - INFO - Epoch [26][720/1413] lr: 5.860e-01, eta: 3 days, 19:00:24, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.2154, top5_acc: 0.4372, loss_cls: 3.9762, loss: 3.9762, grad_norm: 0.9662 2020-10-04 17:36:14,618 - mmaction - INFO - Epoch [26][740/1413] lr: 5.860e-01, eta: 3 days, 19:00:01, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2092, top5_acc: 0.4167, loss_cls: 4.0466, loss: 4.0466, grad_norm: 0.9523 2020-10-04 17:36:34,381 - mmaction - INFO - Epoch [26][760/1413] lr: 5.860e-01, eta: 3 days, 18:59:37, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2112, top5_acc: 0.4245, loss_cls: 4.0045, loss: 4.0045, grad_norm: 0.9586 2020-10-04 17:36:54,146 - mmaction - INFO - Epoch [26][780/1413] lr: 5.860e-01, eta: 3 days, 18:59:14, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2163, top5_acc: 0.4409, loss_cls: 3.9447, loss: 3.9447, grad_norm: 0.9488 2020-10-04 17:37:13,937 - mmaction - INFO - Epoch [26][800/1413] lr: 5.860e-01, eta: 3 days, 18:58:51, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.2098, top5_acc: 0.4318, loss_cls: 3.9826, loss: 3.9826, grad_norm: 0.9541 2020-10-04 17:37:33,710 - mmaction - INFO - Epoch [26][820/1413] lr: 5.860e-01, eta: 3 days, 18:58:27, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2207, top5_acc: 0.4398, loss_cls: 3.9706, loss: 3.9706, grad_norm: 0.9534 2020-10-04 17:37:53,385 - mmaction - INFO - Epoch [26][840/1413] lr: 5.860e-01, eta: 3 days, 18:58:03, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2098, top5_acc: 0.4267, loss_cls: 3.9767, loss: 3.9767, grad_norm: 0.9537 2020-10-04 17:38:13,132 - mmaction - INFO - Epoch [26][860/1413] lr: 5.860e-01, eta: 3 days, 18:57:40, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2122, top5_acc: 0.4319, loss_cls: 4.0066, loss: 4.0066, grad_norm: 0.9490 2020-10-04 17:38:32,861 - mmaction - INFO - Epoch [26][880/1413] lr: 5.860e-01, eta: 3 days, 18:57:16, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1983, top5_acc: 0.4185, loss_cls: 4.0235, loss: 4.0235, grad_norm: 0.9436 2020-10-04 17:38:52,636 - mmaction - INFO - Epoch [26][900/1413] lr: 5.860e-01, eta: 3 days, 18:56:53, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2163, top5_acc: 0.4293, loss_cls: 3.9940, loss: 3.9940, grad_norm: 0.9514 2020-10-04 17:39:12,365 - mmaction - INFO - Epoch [26][920/1413] lr: 5.860e-01, eta: 3 days, 18:56:30, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2102, top5_acc: 0.4263, loss_cls: 3.9808, loss: 3.9808, grad_norm: 0.9595 2020-10-04 17:39:31,998 - mmaction - INFO - Epoch [26][940/1413] lr: 5.860e-01, eta: 3 days, 18:56:05, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2060, top5_acc: 0.4266, loss_cls: 4.0282, loss: 4.0282, grad_norm: 0.9561 2020-10-04 17:39:51,629 - mmaction - INFO - Epoch [26][960/1413] lr: 5.860e-01, eta: 3 days, 18:55:41, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.2001, top5_acc: 0.4240, loss_cls: 4.0226, loss: 4.0226, grad_norm: 0.9641 2020-10-04 17:40:11,381 - mmaction - INFO - Epoch [26][980/1413] lr: 5.860e-01, eta: 3 days, 18:55:17, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2079, top5_acc: 0.4187, loss_cls: 4.0116, loss: 4.0116, grad_norm: 0.9496 2020-10-04 17:40:31,043 - mmaction - INFO - Epoch [26][1000/1413] lr: 5.860e-01, eta: 3 days, 18:54:53, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2094, top5_acc: 0.4328, loss_cls: 3.9936, loss: 3.9936, grad_norm: 0.9521 2020-10-04 17:40:50,701 - mmaction - INFO - Epoch [26][1020/1413] lr: 5.860e-01, eta: 3 days, 18:54:29, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2146, top5_acc: 0.4371, loss_cls: 3.9717, loss: 3.9717, grad_norm: 0.9624 2020-10-04 17:41:10,351 - mmaction - INFO - Epoch [26][1040/1413] lr: 5.860e-01, eta: 3 days, 18:54:04, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.1984, top5_acc: 0.4180, loss_cls: 4.0826, loss: 4.0826, grad_norm: 0.9648 2020-10-04 17:41:29,996 - mmaction - INFO - Epoch [26][1060/1413] lr: 5.860e-01, eta: 3 days, 18:53:40, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2066, top5_acc: 0.4216, loss_cls: 4.0217, loss: 4.0217, grad_norm: 0.9308 2020-10-04 17:41:49,541 - mmaction - INFO - Epoch [26][1080/1413] lr: 5.860e-01, eta: 3 days, 18:53:15, time: 0.978, data_time: 0.002, memory: 8478, top1_acc: 0.2128, top5_acc: 0.4309, loss_cls: 3.9757, loss: 3.9757, grad_norm: 0.9545 2020-10-04 17:42:09,226 - mmaction - INFO - Epoch [26][1100/1413] lr: 5.860e-01, eta: 3 days, 18:52:51, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2082, top5_acc: 0.4184, loss_cls: 4.0268, loss: 4.0268, grad_norm: 0.9524 2020-10-04 17:42:29,049 - mmaction - INFO - Epoch [26][1120/1413] lr: 5.860e-01, eta: 3 days, 18:52:28, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.2146, top5_acc: 0.4266, loss_cls: 3.9921, loss: 3.9921, grad_norm: 0.9389 2020-10-04 17:42:48,762 - mmaction - INFO - Epoch [26][1140/1413] lr: 5.860e-01, eta: 3 days, 18:52:05, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2018, top5_acc: 0.4225, loss_cls: 4.0404, loss: 4.0404, grad_norm: 0.9522 2020-10-04 17:43:08,512 - mmaction - INFO - Epoch [26][1160/1413] lr: 5.860e-01, eta: 3 days, 18:51:41, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2102, top5_acc: 0.4294, loss_cls: 3.9993, loss: 3.9993, grad_norm: 0.9406 2020-10-04 17:43:28,241 - mmaction - INFO - Epoch [26][1180/1413] lr: 5.860e-01, eta: 3 days, 18:51:18, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2117, top5_acc: 0.4268, loss_cls: 4.0064, loss: 4.0064, grad_norm: 0.9463 2020-10-04 17:43:47,941 - mmaction - INFO - Epoch [26][1200/1413] lr: 5.860e-01, eta: 3 days, 18:50:54, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2124, top5_acc: 0.4297, loss_cls: 3.9467, loss: 3.9467, grad_norm: 0.9645 2020-10-04 17:44:07,591 - mmaction - INFO - Epoch [26][1220/1413] lr: 5.860e-01, eta: 3 days, 18:50:29, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2074, top5_acc: 0.4367, loss_cls: 4.0124, loss: 4.0124, grad_norm: 0.9552 2020-10-04 17:44:27,199 - mmaction - INFO - Epoch [26][1240/1413] lr: 5.860e-01, eta: 3 days, 18:50:05, time: 0.981, data_time: 0.003, memory: 8478, top1_acc: 0.2094, top5_acc: 0.4398, loss_cls: 3.9462, loss: 3.9462, grad_norm: 0.9480 2020-10-04 17:44:46,759 - mmaction - INFO - Epoch [26][1260/1413] lr: 5.860e-01, eta: 3 days, 18:49:40, time: 0.978, data_time: 0.003, memory: 8478, top1_acc: 0.2094, top5_acc: 0.4299, loss_cls: 4.0095, loss: 4.0095, grad_norm: 0.9594 2020-10-04 17:45:06,523 - mmaction - INFO - Epoch [26][1280/1413] lr: 5.860e-01, eta: 3 days, 18:49:17, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2189, top5_acc: 0.4344, loss_cls: 3.9899, loss: 3.9899, grad_norm: 0.9518 2020-10-04 17:45:26,194 - mmaction - INFO - Epoch [26][1300/1413] lr: 5.860e-01, eta: 3 days, 18:48:53, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2081, top5_acc: 0.4242, loss_cls: 4.0047, loss: 4.0047, grad_norm: 0.9641 2020-10-04 17:45:45,908 - mmaction - INFO - Epoch [26][1320/1413] lr: 5.860e-01, eta: 3 days, 18:48:29, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2089, top5_acc: 0.4251, loss_cls: 4.0107, loss: 4.0107, grad_norm: 0.9594 2020-10-04 17:46:05,599 - mmaction - INFO - Epoch [26][1340/1413] lr: 5.860e-01, eta: 3 days, 18:48:05, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2129, top5_acc: 0.4268, loss_cls: 3.9860, loss: 3.9860, grad_norm: 0.9332 2020-10-04 17:46:25,227 - mmaction - INFO - Epoch [26][1360/1413] lr: 5.860e-01, eta: 3 days, 18:47:41, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2130, top5_acc: 0.4314, loss_cls: 4.0100, loss: 4.0100, grad_norm: 0.9518 2020-10-04 17:46:44,867 - mmaction - INFO - Epoch [26][1380/1413] lr: 5.860e-01, eta: 3 days, 18:47:17, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2148, top5_acc: 0.4314, loss_cls: 3.9907, loss: 3.9907, grad_norm: 0.9526 2020-10-04 17:47:04,580 - mmaction - INFO - Epoch [26][1400/1413] lr: 5.860e-01, eta: 3 days, 18:46:53, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2117, top5_acc: 0.4335, loss_cls: 3.9795, loss: 3.9795, grad_norm: 0.9460 2020-10-04 17:48:07,886 - mmaction - INFO - Epoch [27][20/1413] lr: 5.849e-01, eta: 3 days, 18:48:48, time: 2.497, data_time: 1.491, memory: 8478, top1_acc: 0.2039, top5_acc: 0.4237, loss_cls: 4.0064, loss: 4.0064, grad_norm: 0.9417 2020-10-04 17:48:27,252 - mmaction - INFO - Epoch [27][40/1413] lr: 5.849e-01, eta: 3 days, 18:48:21, time: 0.969, data_time: 0.002, memory: 8478, top1_acc: 0.2073, top5_acc: 0.4324, loss_cls: 4.0175, loss: 4.0175, grad_norm: 0.9559 2020-10-04 17:48:46,981 - mmaction - INFO - Epoch [27][60/1413] lr: 5.849e-01, eta: 3 days, 18:47:57, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2099, top5_acc: 0.4227, loss_cls: 4.0101, loss: 4.0101, grad_norm: 0.9476 2020-10-04 17:49:06,696 - mmaction - INFO - Epoch [27][80/1413] lr: 5.849e-01, eta: 3 days, 18:47:34, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2105, top5_acc: 0.4322, loss_cls: 3.9762, loss: 3.9762, grad_norm: 0.9548 2020-10-04 17:49:26,402 - mmaction - INFO - Epoch [27][100/1413] lr: 5.849e-01, eta: 3 days, 18:47:10, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2147, top5_acc: 0.4378, loss_cls: 3.9480, loss: 3.9480, grad_norm: 0.9766 2020-10-04 17:49:46,132 - mmaction - INFO - Epoch [27][120/1413] lr: 5.849e-01, eta: 3 days, 18:46:46, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2230, top5_acc: 0.4345, loss_cls: 3.9495, loss: 3.9495, grad_norm: 0.9538 2020-10-04 17:50:05,886 - mmaction - INFO - Epoch [27][140/1413] lr: 5.849e-01, eta: 3 days, 18:46:23, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2115, top5_acc: 0.4337, loss_cls: 3.9704, loss: 3.9704, grad_norm: 0.9606 2020-10-04 17:50:25,611 - mmaction - INFO - Epoch [27][160/1413] lr: 5.849e-01, eta: 3 days, 18:45:59, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2122, top5_acc: 0.4253, loss_cls: 3.9999, loss: 3.9999, grad_norm: 0.9449 2020-10-04 17:50:45,447 - mmaction - INFO - Epoch [27][180/1413] lr: 5.849e-01, eta: 3 days, 18:45:37, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2096, top5_acc: 0.4215, loss_cls: 4.0087, loss: 4.0087, grad_norm: 0.9620 2020-10-04 17:51:05,232 - mmaction - INFO - Epoch [27][200/1413] lr: 5.849e-01, eta: 3 days, 18:45:14, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2005, top5_acc: 0.4190, loss_cls: 4.0516, loss: 4.0516, grad_norm: 0.9437 2020-10-04 17:51:24,918 - mmaction - INFO - Epoch [27][220/1413] lr: 5.849e-01, eta: 3 days, 18:44:50, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2092, top5_acc: 0.4280, loss_cls: 3.9871, loss: 3.9871, grad_norm: 0.9495 2020-10-04 17:51:44,661 - mmaction - INFO - Epoch [27][240/1413] lr: 5.849e-01, eta: 3 days, 18:44:26, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2091, top5_acc: 0.4285, loss_cls: 3.9941, loss: 3.9941, grad_norm: 0.9552 2020-10-04 17:52:04,410 - mmaction - INFO - Epoch [27][260/1413] lr: 5.849e-01, eta: 3 days, 18:44:03, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2122, top5_acc: 0.4309, loss_cls: 4.0000, loss: 4.0000, grad_norm: 0.9552 2020-10-04 17:52:24,013 - mmaction - INFO - Epoch [27][280/1413] lr: 5.849e-01, eta: 3 days, 18:43:38, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2059, top5_acc: 0.4305, loss_cls: 3.9979, loss: 3.9979, grad_norm: 0.9429 2020-10-04 17:52:43,813 - mmaction - INFO - Epoch [27][300/1413] lr: 5.849e-01, eta: 3 days, 18:43:16, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2049, top5_acc: 0.4227, loss_cls: 4.0206, loss: 4.0206, grad_norm: 0.9479 2020-10-04 17:53:03,492 - mmaction - INFO - Epoch [27][320/1413] lr: 5.849e-01, eta: 3 days, 18:42:52, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2120, top5_acc: 0.4230, loss_cls: 4.0215, loss: 4.0215, grad_norm: 0.9479 2020-10-04 17:53:23,130 - mmaction - INFO - Epoch [27][340/1413] lr: 5.849e-01, eta: 3 days, 18:42:27, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2154, top5_acc: 0.4406, loss_cls: 3.9390, loss: 3.9390, grad_norm: 0.9582 2020-10-04 17:53:42,739 - mmaction - INFO - Epoch [27][360/1413] lr: 5.849e-01, eta: 3 days, 18:42:03, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4400, loss_cls: 3.9705, loss: 3.9705, grad_norm: 0.9551 2020-10-04 17:54:02,415 - mmaction - INFO - Epoch [27][380/1413] lr: 5.849e-01, eta: 3 days, 18:41:39, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2130, top5_acc: 0.4349, loss_cls: 3.9470, loss: 3.9470, grad_norm: 0.9652 2020-10-04 17:54:22,119 - mmaction - INFO - Epoch [27][400/1413] lr: 5.849e-01, eta: 3 days, 18:41:15, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2063, top5_acc: 0.4307, loss_cls: 3.9902, loss: 3.9902, grad_norm: 0.9761 2020-10-04 17:54:41,850 - mmaction - INFO - Epoch [27][420/1413] lr: 5.849e-01, eta: 3 days, 18:40:51, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2103, top5_acc: 0.4316, loss_cls: 3.9892, loss: 3.9892, grad_norm: 0.9677 2020-10-04 17:55:01,550 - mmaction - INFO - Epoch [27][440/1413] lr: 5.849e-01, eta: 3 days, 18:40:28, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2060, top5_acc: 0.4263, loss_cls: 4.0156, loss: 4.0156, grad_norm: 0.9616 2020-10-04 17:55:21,213 - mmaction - INFO - Epoch [27][460/1413] lr: 5.849e-01, eta: 3 days, 18:40:04, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2146, top5_acc: 0.4340, loss_cls: 3.9562, loss: 3.9562, grad_norm: 0.9341 2020-10-04 17:55:40,975 - mmaction - INFO - Epoch [27][480/1413] lr: 5.849e-01, eta: 3 days, 18:39:40, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2270, top5_acc: 0.4411, loss_cls: 3.9358, loss: 3.9358, grad_norm: 0.9769 2020-10-04 17:56:00,702 - mmaction - INFO - Epoch [27][500/1413] lr: 5.849e-01, eta: 3 days, 18:39:17, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2113, top5_acc: 0.4359, loss_cls: 3.9563, loss: 3.9563, grad_norm: 0.9556 2020-10-04 17:56:20,450 - mmaction - INFO - Epoch [27][520/1413] lr: 5.849e-01, eta: 3 days, 18:38:54, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2142, top5_acc: 0.4297, loss_cls: 4.0039, loss: 4.0039, grad_norm: 0.9663 2020-10-04 17:56:40,185 - mmaction - INFO - Epoch [27][540/1413] lr: 5.849e-01, eta: 3 days, 18:38:30, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2147, top5_acc: 0.4379, loss_cls: 3.9707, loss: 3.9707, grad_norm: 0.9610 2020-10-04 17:56:59,885 - mmaction - INFO - Epoch [27][560/1413] lr: 5.849e-01, eta: 3 days, 18:38:07, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2151, top5_acc: 0.4331, loss_cls: 3.9841, loss: 3.9841, grad_norm: 0.9541 2020-10-04 17:57:19,535 - mmaction - INFO - Epoch [27][580/1413] lr: 5.849e-01, eta: 3 days, 18:37:42, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2150, top5_acc: 0.4328, loss_cls: 3.9563, loss: 3.9563, grad_norm: 0.9527 2020-10-04 17:57:39,145 - mmaction - INFO - Epoch [27][600/1413] lr: 5.849e-01, eta: 3 days, 18:37:18, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2083, top5_acc: 0.4238, loss_cls: 3.9914, loss: 3.9914, grad_norm: 0.9522 2020-10-04 17:57:58,829 - mmaction - INFO - Epoch [27][620/1413] lr: 5.849e-01, eta: 3 days, 18:36:54, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2092, top5_acc: 0.4391, loss_cls: 3.9695, loss: 3.9695, grad_norm: 0.9680 2020-10-04 17:58:18,469 - mmaction - INFO - Epoch [27][640/1413] lr: 5.849e-01, eta: 3 days, 18:36:30, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2038, top5_acc: 0.4176, loss_cls: 4.0284, loss: 4.0284, grad_norm: 0.9382 2020-10-04 17:58:38,154 - mmaction - INFO - Epoch [27][660/1413] lr: 5.849e-01, eta: 3 days, 18:36:06, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2113, top5_acc: 0.4236, loss_cls: 3.9999, loss: 3.9999, grad_norm: 0.9464 2020-10-04 17:58:57,844 - mmaction - INFO - Epoch [27][680/1413] lr: 5.849e-01, eta: 3 days, 18:35:42, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2151, top5_acc: 0.4288, loss_cls: 3.9754, loss: 3.9754, grad_norm: 0.9425 2020-10-04 17:59:17,452 - mmaction - INFO - Epoch [27][700/1413] lr: 5.849e-01, eta: 3 days, 18:35:18, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2091, top5_acc: 0.4272, loss_cls: 4.0061, loss: 4.0061, grad_norm: 0.9594 2020-10-04 17:59:37,187 - mmaction - INFO - Epoch [27][720/1413] lr: 5.849e-01, eta: 3 days, 18:34:54, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2138, top5_acc: 0.4292, loss_cls: 4.0003, loss: 4.0003, grad_norm: 0.9356 2020-10-04 17:59:56,868 - mmaction - INFO - Epoch [27][740/1413] lr: 5.849e-01, eta: 3 days, 18:34:30, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2026, top5_acc: 0.4316, loss_cls: 3.9979, loss: 3.9979, grad_norm: 0.9456 2020-10-04 18:00:18,784 - mmaction - INFO - Epoch [27][760/1413] lr: 5.849e-01, eta: 3 days, 18:34:26, time: 1.096, data_time: 0.002, memory: 8478, top1_acc: 0.2052, top5_acc: 0.4105, loss_cls: 4.0451, loss: 4.0451, grad_norm: 0.9625 2020-10-04 18:00:38,557 - mmaction - INFO - Epoch [27][780/1413] lr: 5.849e-01, eta: 3 days, 18:34:03, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2053, top5_acc: 0.4232, loss_cls: 4.0298, loss: 4.0298, grad_norm: 0.9499 2020-10-04 18:00:58,151 - mmaction - INFO - Epoch [27][800/1413] lr: 5.849e-01, eta: 3 days, 18:33:38, time: 0.980, data_time: 0.003, memory: 8478, top1_acc: 0.2168, top5_acc: 0.4444, loss_cls: 3.9592, loss: 3.9592, grad_norm: 0.9500 2020-10-04 18:01:17,801 - mmaction - INFO - Epoch [27][820/1413] lr: 5.849e-01, eta: 3 days, 18:33:14, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2141, top5_acc: 0.4337, loss_cls: 3.9747, loss: 3.9747, grad_norm: 0.9614 2020-10-04 18:01:37,444 - mmaction - INFO - Epoch [27][840/1413] lr: 5.849e-01, eta: 3 days, 18:32:50, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4354, loss_cls: 3.9824, loss: 3.9824, grad_norm: 0.9395 2020-10-04 18:01:57,153 - mmaction - INFO - Epoch [27][860/1413] lr: 5.849e-01, eta: 3 days, 18:32:26, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2173, top5_acc: 0.4387, loss_cls: 3.9627, loss: 3.9627, grad_norm: 0.9484 2020-10-04 18:02:16,902 - mmaction - INFO - Epoch [27][880/1413] lr: 5.849e-01, eta: 3 days, 18:32:03, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2021, top5_acc: 0.4137, loss_cls: 4.0455, loss: 4.0455, grad_norm: 0.9500 2020-10-04 18:02:36,659 - mmaction - INFO - Epoch [27][900/1413] lr: 5.849e-01, eta: 3 days, 18:31:40, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2052, top5_acc: 0.4129, loss_cls: 4.0565, loss: 4.0565, grad_norm: 0.9605 2020-10-04 18:02:56,314 - mmaction - INFO - Epoch [27][920/1413] lr: 5.849e-01, eta: 3 days, 18:31:16, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2081, top5_acc: 0.4322, loss_cls: 4.0011, loss: 4.0011, grad_norm: 0.9514 2020-10-04 18:03:15,983 - mmaction - INFO - Epoch [27][940/1413] lr: 5.849e-01, eta: 3 days, 18:30:52, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2038, top5_acc: 0.4199, loss_cls: 4.0284, loss: 4.0284, grad_norm: 0.9555 2020-10-04 18:03:35,798 - mmaction - INFO - Epoch [27][960/1413] lr: 5.849e-01, eta: 3 days, 18:30:29, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2055, top5_acc: 0.4225, loss_cls: 3.9973, loss: 3.9973, grad_norm: 0.9552 2020-10-04 18:03:55,452 - mmaction - INFO - Epoch [27][980/1413] lr: 5.849e-01, eta: 3 days, 18:30:05, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2126, top5_acc: 0.4237, loss_cls: 4.0187, loss: 4.0187, grad_norm: 0.9519 2020-10-04 18:04:15,130 - mmaction - INFO - Epoch [27][1000/1413] lr: 5.849e-01, eta: 3 days, 18:29:42, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2086, top5_acc: 0.4242, loss_cls: 4.0078, loss: 4.0078, grad_norm: 0.9409 2020-10-04 18:04:34,818 - mmaction - INFO - Epoch [27][1020/1413] lr: 5.849e-01, eta: 3 days, 18:29:18, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2105, top5_acc: 0.4307, loss_cls: 3.9991, loss: 3.9991, grad_norm: 0.9337 2020-10-04 18:04:54,505 - mmaction - INFO - Epoch [27][1040/1413] lr: 5.849e-01, eta: 3 days, 18:28:54, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2091, top5_acc: 0.4293, loss_cls: 4.0051, loss: 4.0051, grad_norm: 0.9552 2020-10-04 18:05:14,160 - mmaction - INFO - Epoch [27][1060/1413] lr: 5.849e-01, eta: 3 days, 18:28:30, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2092, top5_acc: 0.4262, loss_cls: 4.0161, loss: 4.0161, grad_norm: 0.9489 2020-10-04 18:05:33,783 - mmaction - INFO - Epoch [27][1080/1413] lr: 5.849e-01, eta: 3 days, 18:28:06, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2096, top5_acc: 0.4249, loss_cls: 4.0110, loss: 4.0110, grad_norm: 0.9607 2020-10-04 18:05:53,528 - mmaction - INFO - Epoch [27][1100/1413] lr: 5.849e-01, eta: 3 days, 18:27:43, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2128, top5_acc: 0.4302, loss_cls: 3.9931, loss: 3.9931, grad_norm: 0.9339 2020-10-04 18:06:13,308 - mmaction - INFO - Epoch [27][1120/1413] lr: 5.849e-01, eta: 3 days, 18:27:20, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2107, top5_acc: 0.4233, loss_cls: 4.0249, loss: 4.0249, grad_norm: 0.9456 2020-10-04 18:06:32,892 - mmaction - INFO - Epoch [27][1140/1413] lr: 5.849e-01, eta: 3 days, 18:26:55, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2134, top5_acc: 0.4359, loss_cls: 3.9790, loss: 3.9790, grad_norm: 0.9675 2020-10-04 18:06:52,558 - mmaction - INFO - Epoch [27][1160/1413] lr: 5.849e-01, eta: 3 days, 18:26:31, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2139, top5_acc: 0.4230, loss_cls: 3.9901, loss: 3.9901, grad_norm: 0.9424 2020-10-04 18:07:12,316 - mmaction - INFO - Epoch [27][1180/1413] lr: 5.849e-01, eta: 3 days, 18:26:08, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2073, top5_acc: 0.4251, loss_cls: 4.0506, loss: 4.0506, grad_norm: 0.9707 2020-10-04 18:07:32,053 - mmaction - INFO - Epoch [27][1200/1413] lr: 5.849e-01, eta: 3 days, 18:25:45, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2111, top5_acc: 0.4267, loss_cls: 4.0119, loss: 4.0119, grad_norm: 0.9350 2020-10-04 18:07:51,724 - mmaction - INFO - Epoch [27][1220/1413] lr: 5.849e-01, eta: 3 days, 18:25:21, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2108, top5_acc: 0.4309, loss_cls: 3.9943, loss: 3.9943, grad_norm: 0.9493 2020-10-04 18:08:11,450 - mmaction - INFO - Epoch [27][1240/1413] lr: 5.849e-01, eta: 3 days, 18:24:57, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.1988, top5_acc: 0.4212, loss_cls: 4.0278, loss: 4.0278, grad_norm: 0.9532 2020-10-04 18:08:31,040 - mmaction - INFO - Epoch [27][1260/1413] lr: 5.849e-01, eta: 3 days, 18:24:33, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2073, top5_acc: 0.4241, loss_cls: 3.9929, loss: 3.9929, grad_norm: 0.9378 2020-10-04 18:08:50,782 - mmaction - INFO - Epoch [27][1280/1413] lr: 5.849e-01, eta: 3 days, 18:24:10, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2103, top5_acc: 0.4289, loss_cls: 3.9980, loss: 3.9980, grad_norm: 0.9611 2020-10-04 18:09:10,357 - mmaction - INFO - Epoch [27][1300/1413] lr: 5.849e-01, eta: 3 days, 18:23:45, time: 0.978, data_time: 0.002, memory: 8478, top1_acc: 0.2065, top5_acc: 0.4242, loss_cls: 4.0370, loss: 4.0370, grad_norm: 0.9459 2020-10-04 18:09:29,955 - mmaction - INFO - Epoch [27][1320/1413] lr: 5.849e-01, eta: 3 days, 18:23:21, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2099, top5_acc: 0.4199, loss_cls: 4.0075, loss: 4.0075, grad_norm: 0.9530 2020-10-04 18:09:49,635 - mmaction - INFO - Epoch [27][1340/1413] lr: 5.849e-01, eta: 3 days, 18:22:57, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2087, top5_acc: 0.4335, loss_cls: 3.9815, loss: 3.9815, grad_norm: 0.9722 2020-10-04 18:10:09,355 - mmaction - INFO - Epoch [27][1360/1413] lr: 5.849e-01, eta: 3 days, 18:22:33, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2181, top5_acc: 0.4255, loss_cls: 3.9812, loss: 3.9812, grad_norm: 0.9491 2020-10-04 18:10:29,141 - mmaction - INFO - Epoch [27][1380/1413] lr: 5.849e-01, eta: 3 days, 18:22:11, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2098, top5_acc: 0.4301, loss_cls: 3.9837, loss: 3.9837, grad_norm: 0.9659 2020-10-04 18:10:48,824 - mmaction - INFO - Epoch [27][1400/1413] lr: 5.849e-01, eta: 3 days, 18:21:47, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2034, top5_acc: 0.4246, loss_cls: 4.0403, loss: 4.0403, grad_norm: 0.9364 2020-10-04 18:11:58,109 - mmaction - INFO - Epoch [28][20/1413] lr: 5.837e-01, eta: 3 days, 18:24:17, time: 2.742, data_time: 1.686, memory: 8478, top1_acc: 0.2078, top5_acc: 0.4257, loss_cls: 4.0342, loss: 4.0342, grad_norm: 0.9699 2020-10-04 18:12:17,403 - mmaction - INFO - Epoch [28][40/1413] lr: 5.837e-01, eta: 3 days, 18:23:50, time: 0.965, data_time: 0.002, memory: 8478, top1_acc: 0.2103, top5_acc: 0.4376, loss_cls: 3.9625, loss: 3.9625, grad_norm: 0.9499 2020-10-04 18:12:36,967 - mmaction - INFO - Epoch [28][60/1413] lr: 5.837e-01, eta: 3 days, 18:23:26, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2121, top5_acc: 0.4329, loss_cls: 3.9535, loss: 3.9535, grad_norm: 0.9498 2020-10-04 18:12:56,719 - mmaction - INFO - Epoch [28][80/1413] lr: 5.837e-01, eta: 3 days, 18:23:02, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2147, top5_acc: 0.4389, loss_cls: 3.9547, loss: 3.9547, grad_norm: 0.9782 2020-10-04 18:13:16,493 - mmaction - INFO - Epoch [28][100/1413] lr: 5.837e-01, eta: 3 days, 18:22:39, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2172, top5_acc: 0.4418, loss_cls: 3.9553, loss: 3.9553, grad_norm: 0.9579 2020-10-04 18:13:36,205 - mmaction - INFO - Epoch [28][120/1413] lr: 5.837e-01, eta: 3 days, 18:22:16, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2113, top5_acc: 0.4406, loss_cls: 3.9477, loss: 3.9477, grad_norm: 0.9560 2020-10-04 18:13:55,909 - mmaction - INFO - Epoch [28][140/1413] lr: 5.837e-01, eta: 3 days, 18:21:52, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2156, top5_acc: 0.4396, loss_cls: 3.9623, loss: 3.9623, grad_norm: 0.9633 2020-10-04 18:14:15,609 - mmaction - INFO - Epoch [28][160/1413] lr: 5.837e-01, eta: 3 days, 18:21:28, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2137, top5_acc: 0.4352, loss_cls: 3.9808, loss: 3.9808, grad_norm: 0.9579 2020-10-04 18:14:35,367 - mmaction - INFO - Epoch [28][180/1413] lr: 5.837e-01, eta: 3 days, 18:21:05, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2120, top5_acc: 0.4298, loss_cls: 4.0037, loss: 4.0037, grad_norm: 0.9500 2020-10-04 18:14:55,065 - mmaction - INFO - Epoch [28][200/1413] lr: 5.837e-01, eta: 3 days, 18:20:42, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2099, top5_acc: 0.4324, loss_cls: 3.9645, loss: 3.9645, grad_norm: 0.9576 2020-10-04 18:15:14,722 - mmaction - INFO - Epoch [28][220/1413] lr: 5.837e-01, eta: 3 days, 18:20:18, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2092, top5_acc: 0.4355, loss_cls: 3.9807, loss: 3.9807, grad_norm: 0.9543 2020-10-04 18:15:34,355 - mmaction - INFO - Epoch [28][240/1413] lr: 5.837e-01, eta: 3 days, 18:19:54, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2079, top5_acc: 0.4276, loss_cls: 4.0075, loss: 4.0075, grad_norm: 0.9694 2020-10-04 18:15:54,026 - mmaction - INFO - Epoch [28][260/1413] lr: 5.837e-01, eta: 3 days, 18:19:30, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2063, top5_acc: 0.4348, loss_cls: 3.9998, loss: 3.9998, grad_norm: 0.9511 2020-10-04 18:16:13,767 - mmaction - INFO - Epoch [28][280/1413] lr: 5.837e-01, eta: 3 days, 18:19:06, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2134, top5_acc: 0.4285, loss_cls: 3.9715, loss: 3.9715, grad_norm: 0.9396 2020-10-04 18:16:33,372 - mmaction - INFO - Epoch [28][300/1413] lr: 5.837e-01, eta: 3 days, 18:18:42, time: 0.980, data_time: 0.003, memory: 8478, top1_acc: 0.2177, top5_acc: 0.4408, loss_cls: 3.9361, loss: 3.9361, grad_norm: 0.9621 2020-10-04 18:16:53,069 - mmaction - INFO - Epoch [28][320/1413] lr: 5.837e-01, eta: 3 days, 18:18:18, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2042, top5_acc: 0.4275, loss_cls: 3.9887, loss: 3.9887, grad_norm: 0.9509 2020-10-04 18:17:12,837 - mmaction - INFO - Epoch [28][340/1413] lr: 5.837e-01, eta: 3 days, 18:17:55, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4319, loss_cls: 3.9994, loss: 3.9994, grad_norm: 0.9579 2020-10-04 18:17:32,606 - mmaction - INFO - Epoch [28][360/1413] lr: 5.837e-01, eta: 3 days, 18:17:32, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2156, top5_acc: 0.4270, loss_cls: 3.9821, loss: 3.9821, grad_norm: 0.9535 2020-10-04 18:17:52,368 - mmaction - INFO - Epoch [28][380/1413] lr: 5.837e-01, eta: 3 days, 18:17:09, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2087, top5_acc: 0.4296, loss_cls: 4.0094, loss: 4.0094, grad_norm: 0.9635 2020-10-04 18:18:12,117 - mmaction - INFO - Epoch [28][400/1413] lr: 5.837e-01, eta: 3 days, 18:16:46, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2048, top5_acc: 0.4245, loss_cls: 4.0046, loss: 4.0046, grad_norm: 0.9454 2020-10-04 18:18:31,811 - mmaction - INFO - Epoch [28][420/1413] lr: 5.837e-01, eta: 3 days, 18:16:22, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2154, top5_acc: 0.4329, loss_cls: 3.9710, loss: 3.9710, grad_norm: 0.9495 2020-10-04 18:18:51,578 - mmaction - INFO - Epoch [28][440/1413] lr: 5.837e-01, eta: 3 days, 18:15:59, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2178, top5_acc: 0.4372, loss_cls: 3.9646, loss: 3.9646, grad_norm: 0.9703 2020-10-04 18:19:11,217 - mmaction - INFO - Epoch [28][460/1413] lr: 5.837e-01, eta: 3 days, 18:15:36, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2083, top5_acc: 0.4332, loss_cls: 3.9991, loss: 3.9991, grad_norm: 0.9511 2020-10-04 18:19:30,978 - mmaction - INFO - Epoch [28][480/1413] lr: 5.837e-01, eta: 3 days, 18:15:12, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2160, top5_acc: 0.4370, loss_cls: 3.9638, loss: 3.9638, grad_norm: 0.9570 2020-10-04 18:19:50,625 - mmaction - INFO - Epoch [28][500/1413] lr: 5.837e-01, eta: 3 days, 18:14:49, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2132, top5_acc: 0.4307, loss_cls: 3.9878, loss: 3.9878, grad_norm: 0.9609 2020-10-04 18:20:10,275 - mmaction - INFO - Epoch [28][520/1413] lr: 5.837e-01, eta: 3 days, 18:14:25, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2078, top5_acc: 0.4289, loss_cls: 4.0005, loss: 4.0005, grad_norm: 0.9626 2020-10-04 18:20:30,011 - mmaction - INFO - Epoch [28][540/1413] lr: 5.837e-01, eta: 3 days, 18:14:01, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2079, top5_acc: 0.4298, loss_cls: 4.0133, loss: 4.0133, grad_norm: 0.9602 2020-10-04 18:20:49,651 - mmaction - INFO - Epoch [28][560/1413] lr: 5.837e-01, eta: 3 days, 18:13:37, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2113, top5_acc: 0.4240, loss_cls: 4.0118, loss: 4.0118, grad_norm: 0.9584 2020-10-04 18:21:09,353 - mmaction - INFO - Epoch [28][580/1413] lr: 5.837e-01, eta: 3 days, 18:13:14, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2142, top5_acc: 0.4293, loss_cls: 4.0077, loss: 4.0077, grad_norm: 0.9525 2020-10-04 18:21:29,099 - mmaction - INFO - Epoch [28][600/1413] lr: 5.837e-01, eta: 3 days, 18:12:50, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2118, top5_acc: 0.4228, loss_cls: 4.0008, loss: 4.0008, grad_norm: 0.9675 2020-10-04 18:21:48,875 - mmaction - INFO - Epoch [28][620/1413] lr: 5.837e-01, eta: 3 days, 18:12:28, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2164, top5_acc: 0.4242, loss_cls: 3.9488, loss: 3.9488, grad_norm: 0.9418 2020-10-04 18:22:08,646 - mmaction - INFO - Epoch [28][640/1413] lr: 5.837e-01, eta: 3 days, 18:12:05, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2094, top5_acc: 0.4270, loss_cls: 4.0069, loss: 4.0069, grad_norm: 0.9643 2020-10-04 18:22:28,252 - mmaction - INFO - Epoch [28][660/1413] lr: 5.837e-01, eta: 3 days, 18:11:40, time: 0.980, data_time: 0.001, memory: 8478, top1_acc: 0.2076, top5_acc: 0.4307, loss_cls: 3.9899, loss: 3.9899, grad_norm: 0.9368 2020-10-04 18:22:47,992 - mmaction - INFO - Epoch [28][680/1413] lr: 5.837e-01, eta: 3 days, 18:11:17, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2086, top5_acc: 0.4259, loss_cls: 3.9950, loss: 3.9950, grad_norm: 0.9531 2020-10-04 18:23:07,656 - mmaction - INFO - Epoch [28][700/1413] lr: 5.837e-01, eta: 3 days, 18:10:53, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2096, top5_acc: 0.4275, loss_cls: 3.9813, loss: 3.9813, grad_norm: 0.9512 2020-10-04 18:23:27,297 - mmaction - INFO - Epoch [28][720/1413] lr: 5.837e-01, eta: 3 days, 18:10:29, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.2109, top5_acc: 0.4186, loss_cls: 4.0273, loss: 4.0273, grad_norm: 0.9462 2020-10-04 18:23:47,020 - mmaction - INFO - Epoch [28][740/1413] lr: 5.837e-01, eta: 3 days, 18:10:06, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2104, top5_acc: 0.4301, loss_cls: 3.9765, loss: 3.9765, grad_norm: 0.9569 2020-10-04 18:24:06,693 - mmaction - INFO - Epoch [28][760/1413] lr: 5.837e-01, eta: 3 days, 18:09:42, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2143, top5_acc: 0.4363, loss_cls: 3.9461, loss: 3.9461, grad_norm: 0.9485 2020-10-04 18:24:26,503 - mmaction - INFO - Epoch [28][780/1413] lr: 5.837e-01, eta: 3 days, 18:09:20, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2126, top5_acc: 0.4293, loss_cls: 3.9609, loss: 3.9609, grad_norm: 0.9575 2020-10-04 18:24:46,271 - mmaction - INFO - Epoch [28][800/1413] lr: 5.837e-01, eta: 3 days, 18:08:57, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2142, top5_acc: 0.4327, loss_cls: 3.9952, loss: 3.9952, grad_norm: 0.9703 2020-10-04 18:25:05,898 - mmaction - INFO - Epoch [28][820/1413] lr: 5.837e-01, eta: 3 days, 18:08:33, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2083, top5_acc: 0.4289, loss_cls: 4.0027, loss: 4.0027, grad_norm: 0.9691 2020-10-04 18:25:25,706 - mmaction - INFO - Epoch [28][840/1413] lr: 5.837e-01, eta: 3 days, 18:08:10, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2120, top5_acc: 0.4255, loss_cls: 3.9730, loss: 3.9730, grad_norm: 0.9474 2020-10-04 18:25:45,457 - mmaction - INFO - Epoch [28][860/1413] lr: 5.837e-01, eta: 3 days, 18:07:47, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2047, top5_acc: 0.4268, loss_cls: 4.0057, loss: 4.0057, grad_norm: 0.9696 2020-10-04 18:26:05,115 - mmaction - INFO - Epoch [28][880/1413] lr: 5.837e-01, eta: 3 days, 18:07:23, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2180, top5_acc: 0.4350, loss_cls: 3.9450, loss: 3.9450, grad_norm: 0.9542 2020-10-04 18:26:24,764 - mmaction - INFO - Epoch [28][900/1413] lr: 5.837e-01, eta: 3 days, 18:06:59, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2139, top5_acc: 0.4230, loss_cls: 3.9967, loss: 3.9967, grad_norm: 0.9616 2020-10-04 18:26:44,427 - mmaction - INFO - Epoch [28][920/1413] lr: 5.837e-01, eta: 3 days, 18:06:35, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2087, top5_acc: 0.4240, loss_cls: 4.0000, loss: 4.0000, grad_norm: 0.9660 2020-10-04 18:27:04,058 - mmaction - INFO - Epoch [28][940/1413] lr: 5.837e-01, eta: 3 days, 18:06:12, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2111, top5_acc: 0.4311, loss_cls: 3.9709, loss: 3.9709, grad_norm: 0.9603 2020-10-04 18:27:23,684 - mmaction - INFO - Epoch [28][960/1413] lr: 5.837e-01, eta: 3 days, 18:05:47, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.2141, top5_acc: 0.4290, loss_cls: 3.9998, loss: 3.9998, grad_norm: 0.9508 2020-10-04 18:27:43,370 - mmaction - INFO - Epoch [28][980/1413] lr: 5.837e-01, eta: 3 days, 18:05:24, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2195, top5_acc: 0.4331, loss_cls: 3.9406, loss: 3.9406, grad_norm: 0.9550 2020-10-04 18:28:03,021 - mmaction - INFO - Epoch [28][1000/1413] lr: 5.837e-01, eta: 3 days, 18:05:00, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2104, top5_acc: 0.4247, loss_cls: 3.9962, loss: 3.9962, grad_norm: 0.9602 2020-10-04 18:28:22,594 - mmaction - INFO - Epoch [28][1020/1413] lr: 5.837e-01, eta: 3 days, 18:04:35, time: 0.978, data_time: 0.002, memory: 8478, top1_acc: 0.2150, top5_acc: 0.4349, loss_cls: 3.9914, loss: 3.9914, grad_norm: 0.9503 2020-10-04 18:28:42,348 - mmaction - INFO - Epoch [28][1040/1413] lr: 5.837e-01, eta: 3 days, 18:04:12, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2086, top5_acc: 0.4224, loss_cls: 4.0222, loss: 4.0222, grad_norm: 0.9454 2020-10-04 18:29:02,146 - mmaction - INFO - Epoch [28][1060/1413] lr: 5.837e-01, eta: 3 days, 18:03:50, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2108, top5_acc: 0.4253, loss_cls: 4.0035, loss: 4.0035, grad_norm: 0.9492 2020-10-04 18:29:21,781 - mmaction - INFO - Epoch [28][1080/1413] lr: 5.837e-01, eta: 3 days, 18:03:26, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2132, top5_acc: 0.4344, loss_cls: 3.9742, loss: 3.9742, grad_norm: 0.9526 2020-10-04 18:29:41,526 - mmaction - INFO - Epoch [28][1100/1413] lr: 5.837e-01, eta: 3 days, 18:03:03, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2139, top5_acc: 0.4258, loss_cls: 4.0043, loss: 4.0043, grad_norm: 0.9590 2020-10-04 18:30:01,198 - mmaction - INFO - Epoch [28][1120/1413] lr: 5.837e-01, eta: 3 days, 18:02:39, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2116, top5_acc: 0.4362, loss_cls: 3.9614, loss: 3.9614, grad_norm: 0.9488 2020-10-04 18:30:21,816 - mmaction - INFO - Epoch [28][1140/1413] lr: 5.837e-01, eta: 3 days, 18:02:23, time: 1.031, data_time: 0.003, memory: 8478, top1_acc: 0.2082, top5_acc: 0.4277, loss_cls: 3.9928, loss: 3.9928, grad_norm: 0.9552 2020-10-04 18:30:41,494 - mmaction - INFO - Epoch [28][1160/1413] lr: 5.837e-01, eta: 3 days, 18:01:59, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2036, top5_acc: 0.4272, loss_cls: 4.0192, loss: 4.0192, grad_norm: 0.9459 2020-10-04 18:31:01,191 - mmaction - INFO - Epoch [28][1180/1413] lr: 5.837e-01, eta: 3 days, 18:01:36, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2203, top5_acc: 0.4352, loss_cls: 3.9711, loss: 3.9711, grad_norm: 0.9538 2020-10-04 18:31:20,860 - mmaction - INFO - Epoch [28][1200/1413] lr: 5.837e-01, eta: 3 days, 18:01:12, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2068, top5_acc: 0.4210, loss_cls: 4.0106, loss: 4.0106, grad_norm: 0.9534 2020-10-04 18:31:40,556 - mmaction - INFO - Epoch [28][1220/1413] lr: 5.837e-01, eta: 3 days, 18:00:49, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2165, top5_acc: 0.4363, loss_cls: 3.9511, loss: 3.9511, grad_norm: 0.9738 2020-10-04 18:32:00,176 - mmaction - INFO - Epoch [28][1240/1413] lr: 5.837e-01, eta: 3 days, 18:00:25, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2104, top5_acc: 0.4240, loss_cls: 4.0329, loss: 4.0329, grad_norm: 0.9781 2020-10-04 18:32:20,028 - mmaction - INFO - Epoch [28][1260/1413] lr: 5.837e-01, eta: 3 days, 18:00:03, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.1986, top5_acc: 0.4219, loss_cls: 4.0395, loss: 4.0395, grad_norm: 0.9468 2020-10-04 18:32:39,714 - mmaction - INFO - Epoch [28][1280/1413] lr: 5.837e-01, eta: 3 days, 17:59:39, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2053, top5_acc: 0.4207, loss_cls: 4.0098, loss: 4.0098, grad_norm: 0.9511 2020-10-04 18:32:59,328 - mmaction - INFO - Epoch [28][1300/1413] lr: 5.837e-01, eta: 3 days, 17:59:15, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2021, top5_acc: 0.4208, loss_cls: 4.0267, loss: 4.0267, grad_norm: 0.9589 2020-10-04 18:33:18,971 - mmaction - INFO - Epoch [28][1320/1413] lr: 5.837e-01, eta: 3 days, 17:58:51, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2047, top5_acc: 0.4230, loss_cls: 4.0240, loss: 4.0240, grad_norm: 0.9458 2020-10-04 18:33:38,619 - mmaction - INFO - Epoch [28][1340/1413] lr: 5.837e-01, eta: 3 days, 17:58:27, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2111, top5_acc: 0.4207, loss_cls: 4.0268, loss: 4.0268, grad_norm: 0.9474 2020-10-04 18:33:58,222 - mmaction - INFO - Epoch [28][1360/1413] lr: 5.837e-01, eta: 3 days, 17:58:03, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2133, top5_acc: 0.4383, loss_cls: 3.9536, loss: 3.9536, grad_norm: 0.9609 2020-10-04 18:34:17,913 - mmaction - INFO - Epoch [28][1380/1413] lr: 5.837e-01, eta: 3 days, 17:57:40, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2126, top5_acc: 0.4198, loss_cls: 4.0128, loss: 4.0128, grad_norm: 0.9577 2020-10-04 18:34:37,652 - mmaction - INFO - Epoch [28][1400/1413] lr: 5.837e-01, eta: 3 days, 17:57:16, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2113, top5_acc: 0.4272, loss_cls: 3.9922, loss: 3.9922, grad_norm: 0.9495 2020-10-04 18:35:41,095 - mmaction - INFO - Epoch [29][20/1413] lr: 5.825e-01, eta: 3 days, 17:59:02, time: 2.510, data_time: 1.421, memory: 8478, top1_acc: 0.2117, top5_acc: 0.4251, loss_cls: 4.0094, loss: 4.0094, grad_norm: 0.9581 2020-10-04 18:36:00,525 - mmaction - INFO - Epoch [29][40/1413] lr: 5.825e-01, eta: 3 days, 17:58:36, time: 0.972, data_time: 0.003, memory: 8478, top1_acc: 0.2165, top5_acc: 0.4362, loss_cls: 3.9504, loss: 3.9504, grad_norm: 0.9597 2020-10-04 18:36:20,176 - mmaction - INFO - Epoch [29][60/1413] lr: 5.825e-01, eta: 3 days, 17:58:12, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2147, top5_acc: 0.4397, loss_cls: 3.9276, loss: 3.9276, grad_norm: 0.9547 2020-10-04 18:36:39,839 - mmaction - INFO - Epoch [29][80/1413] lr: 5.825e-01, eta: 3 days, 17:57:49, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2141, top5_acc: 0.4346, loss_cls: 3.9492, loss: 3.9492, grad_norm: 0.9588 2020-10-04 18:36:59,587 - mmaction - INFO - Epoch [29][100/1413] lr: 5.825e-01, eta: 3 days, 17:57:26, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2129, top5_acc: 0.4254, loss_cls: 4.0276, loss: 4.0276, grad_norm: 0.9713 2020-10-04 18:37:19,287 - mmaction - INFO - Epoch [29][120/1413] lr: 5.825e-01, eta: 3 days, 17:57:02, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2115, top5_acc: 0.4352, loss_cls: 3.9710, loss: 3.9710, grad_norm: 0.9388 2020-10-04 18:37:39,055 - mmaction - INFO - Epoch [29][140/1413] lr: 5.825e-01, eta: 3 days, 17:56:39, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2201, top5_acc: 0.4400, loss_cls: 3.9331, loss: 3.9331, grad_norm: 0.9687 2020-10-04 18:37:58,771 - mmaction - INFO - Epoch [29][160/1413] lr: 5.825e-01, eta: 3 days, 17:56:16, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2086, top5_acc: 0.4258, loss_cls: 4.0158, loss: 4.0158, grad_norm: 0.9615 2020-10-04 18:38:18,543 - mmaction - INFO - Epoch [29][180/1413] lr: 5.825e-01, eta: 3 days, 17:55:53, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2125, top5_acc: 0.4272, loss_cls: 4.0111, loss: 4.0111, grad_norm: 0.9596 2020-10-04 18:38:38,354 - mmaction - INFO - Epoch [29][200/1413] lr: 5.825e-01, eta: 3 days, 17:55:31, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4362, loss_cls: 3.9557, loss: 3.9557, grad_norm: 0.9497 2020-10-04 18:38:58,118 - mmaction - INFO - Epoch [29][220/1413] lr: 5.825e-01, eta: 3 days, 17:55:08, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2073, top5_acc: 0.4293, loss_cls: 3.9902, loss: 3.9902, grad_norm: 0.9504 2020-10-04 18:39:17,859 - mmaction - INFO - Epoch [29][240/1413] lr: 5.825e-01, eta: 3 days, 17:54:45, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2100, top5_acc: 0.4339, loss_cls: 3.9860, loss: 3.9860, grad_norm: 0.9637 2020-10-04 18:39:37,573 - mmaction - INFO - Epoch [29][260/1413] lr: 5.825e-01, eta: 3 days, 17:54:21, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2040, top5_acc: 0.4229, loss_cls: 4.0038, loss: 4.0038, grad_norm: 0.9595 2020-10-04 18:39:57,192 - mmaction - INFO - Epoch [29][280/1413] lr: 5.825e-01, eta: 3 days, 17:53:57, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2094, top5_acc: 0.4316, loss_cls: 3.9762, loss: 3.9762, grad_norm: 0.9610 2020-10-04 18:40:16,964 - mmaction - INFO - Epoch [29][300/1413] lr: 5.825e-01, eta: 3 days, 17:53:34, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2116, top5_acc: 0.4301, loss_cls: 3.9937, loss: 3.9937, grad_norm: 0.9643 2020-10-04 18:40:36,695 - mmaction - INFO - Epoch [29][320/1413] lr: 5.825e-01, eta: 3 days, 17:53:11, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2060, top5_acc: 0.4277, loss_cls: 3.9845, loss: 3.9845, grad_norm: 0.9525 2020-10-04 18:40:56,319 - mmaction - INFO - Epoch [29][340/1413] lr: 5.825e-01, eta: 3 days, 17:52:47, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2171, top5_acc: 0.4366, loss_cls: 3.9465, loss: 3.9465, grad_norm: 0.9566 2020-10-04 18:41:15,982 - mmaction - INFO - Epoch [29][360/1413] lr: 5.825e-01, eta: 3 days, 17:52:23, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2164, top5_acc: 0.4361, loss_cls: 3.9685, loss: 3.9685, grad_norm: 0.9727 2020-10-04 18:41:35,656 - mmaction - INFO - Epoch [29][380/1413] lr: 5.825e-01, eta: 3 days, 17:52:00, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2085, top5_acc: 0.4214, loss_cls: 4.0203, loss: 4.0203, grad_norm: 0.9629 2020-10-04 18:41:55,430 - mmaction - INFO - Epoch [29][400/1413] lr: 5.825e-01, eta: 3 days, 17:51:37, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2124, top5_acc: 0.4318, loss_cls: 3.9914, loss: 3.9914, grad_norm: 0.9605 2020-10-04 18:42:14,979 - mmaction - INFO - Epoch [29][420/1413] lr: 5.825e-01, eta: 3 days, 17:51:13, time: 0.978, data_time: 0.002, memory: 8478, top1_acc: 0.2115, top5_acc: 0.4344, loss_cls: 3.9649, loss: 3.9649, grad_norm: 0.9696 2020-10-04 18:42:34,667 - mmaction - INFO - Epoch [29][440/1413] lr: 5.825e-01, eta: 3 days, 17:50:49, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2121, top5_acc: 0.4316, loss_cls: 3.9870, loss: 3.9870, grad_norm: 0.9685 2020-10-04 18:42:54,328 - mmaction - INFO - Epoch [29][460/1413] lr: 5.825e-01, eta: 3 days, 17:50:25, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2159, top5_acc: 0.4333, loss_cls: 3.9676, loss: 3.9676, grad_norm: 0.9589 2020-10-04 18:43:14,144 - mmaction - INFO - Epoch [29][480/1413] lr: 5.825e-01, eta: 3 days, 17:50:03, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2049, top5_acc: 0.4238, loss_cls: 4.0152, loss: 4.0152, grad_norm: 0.9654 2020-10-04 18:43:33,926 - mmaction - INFO - Epoch [29][500/1413] lr: 5.825e-01, eta: 3 days, 17:49:40, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2089, top5_acc: 0.4341, loss_cls: 3.9731, loss: 3.9731, grad_norm: 0.9581 2020-10-04 18:43:53,653 - mmaction - INFO - Epoch [29][520/1413] lr: 5.825e-01, eta: 3 days, 17:49:17, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2111, top5_acc: 0.4303, loss_cls: 3.9789, loss: 3.9789, grad_norm: 0.9534 2020-10-04 18:44:13,476 - mmaction - INFO - Epoch [29][540/1413] lr: 5.825e-01, eta: 3 days, 17:48:55, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2147, top5_acc: 0.4398, loss_cls: 3.9662, loss: 3.9662, grad_norm: 0.9609 2020-10-04 18:44:33,268 - mmaction - INFO - Epoch [29][560/1413] lr: 5.825e-01, eta: 3 days, 17:48:32, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2125, top5_acc: 0.4319, loss_cls: 3.9875, loss: 3.9875, grad_norm: 0.9506 2020-10-04 18:44:53,068 - mmaction - INFO - Epoch [29][580/1413] lr: 5.825e-01, eta: 3 days, 17:48:09, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2085, top5_acc: 0.4268, loss_cls: 3.9958, loss: 3.9958, grad_norm: 0.9464 2020-10-04 18:45:12,822 - mmaction - INFO - Epoch [29][600/1413] lr: 5.825e-01, eta: 3 days, 17:47:46, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2051, top5_acc: 0.4236, loss_cls: 4.0031, loss: 4.0031, grad_norm: 0.9563 2020-10-04 18:45:32,485 - mmaction - INFO - Epoch [29][620/1413] lr: 5.825e-01, eta: 3 days, 17:47:23, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2107, top5_acc: 0.4241, loss_cls: 3.9986, loss: 3.9986, grad_norm: 0.9480 2020-10-04 18:45:52,236 - mmaction - INFO - Epoch [29][640/1413] lr: 5.825e-01, eta: 3 days, 17:47:00, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2086, top5_acc: 0.4288, loss_cls: 4.0005, loss: 4.0005, grad_norm: 0.9605 2020-10-04 18:46:11,973 - mmaction - INFO - Epoch [29][660/1413] lr: 5.825e-01, eta: 3 days, 17:46:37, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2095, top5_acc: 0.4245, loss_cls: 4.0159, loss: 4.0159, grad_norm: 0.9669 2020-10-04 18:46:31,667 - mmaction - INFO - Epoch [29][680/1413] lr: 5.825e-01, eta: 3 days, 17:46:13, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2049, top5_acc: 0.4154, loss_cls: 4.0491, loss: 4.0491, grad_norm: 0.9540 2020-10-04 18:46:51,329 - mmaction - INFO - Epoch [29][700/1413] lr: 5.825e-01, eta: 3 days, 17:45:50, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2180, top5_acc: 0.4312, loss_cls: 3.9729, loss: 3.9729, grad_norm: 0.9503 2020-10-04 18:47:10,987 - mmaction - INFO - Epoch [29][720/1413] lr: 5.825e-01, eta: 3 days, 17:45:26, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2126, top5_acc: 0.4389, loss_cls: 3.9784, loss: 3.9784, grad_norm: 0.9386 2020-10-04 18:47:30,640 - mmaction - INFO - Epoch [29][740/1413] lr: 5.825e-01, eta: 3 days, 17:45:02, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2098, top5_acc: 0.4260, loss_cls: 4.0054, loss: 4.0054, grad_norm: 0.9555 2020-10-04 18:47:50,438 - mmaction - INFO - Epoch [29][760/1413] lr: 5.825e-01, eta: 3 days, 17:44:40, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2107, top5_acc: 0.4341, loss_cls: 3.9744, loss: 3.9744, grad_norm: 0.9610 2020-10-04 18:48:10,188 - mmaction - INFO - Epoch [29][780/1413] lr: 5.825e-01, eta: 3 days, 17:44:17, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2073, top5_acc: 0.4335, loss_cls: 3.9949, loss: 3.9949, grad_norm: 0.9523 2020-10-04 18:48:29,869 - mmaction - INFO - Epoch [29][800/1413] lr: 5.825e-01, eta: 3 days, 17:43:53, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2176, top5_acc: 0.4272, loss_cls: 3.9809, loss: 3.9809, grad_norm: 0.9668 2020-10-04 18:48:49,642 - mmaction - INFO - Epoch [29][820/1413] lr: 5.825e-01, eta: 3 days, 17:43:31, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2107, top5_acc: 0.4283, loss_cls: 3.9964, loss: 3.9964, grad_norm: 0.9578 2020-10-04 18:49:09,283 - mmaction - INFO - Epoch [29][840/1413] lr: 5.825e-01, eta: 3 days, 17:43:07, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2048, top5_acc: 0.4254, loss_cls: 4.0047, loss: 4.0047, grad_norm: 0.9656 2020-10-04 18:49:29,079 - mmaction - INFO - Epoch [29][860/1413] lr: 5.825e-01, eta: 3 days, 17:42:44, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2102, top5_acc: 0.4233, loss_cls: 3.9721, loss: 3.9721, grad_norm: 0.9593 2020-10-04 18:49:48,859 - mmaction - INFO - Epoch [29][880/1413] lr: 5.825e-01, eta: 3 days, 17:42:22, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2051, top5_acc: 0.4232, loss_cls: 4.0130, loss: 4.0130, grad_norm: 0.9488 2020-10-04 18:50:08,559 - mmaction - INFO - Epoch [29][900/1413] lr: 5.825e-01, eta: 3 days, 17:41:58, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2112, top5_acc: 0.4284, loss_cls: 3.9901, loss: 3.9901, grad_norm: 0.9590 2020-10-04 18:50:28,203 - mmaction - INFO - Epoch [29][920/1413] lr: 5.825e-01, eta: 3 days, 17:41:35, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2086, top5_acc: 0.4332, loss_cls: 3.9901, loss: 3.9901, grad_norm: 0.9531 2020-10-04 18:50:47,941 - mmaction - INFO - Epoch [29][940/1413] lr: 5.825e-01, eta: 3 days, 17:41:12, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2091, top5_acc: 0.4382, loss_cls: 3.9433, loss: 3.9433, grad_norm: 0.9426 2020-10-04 18:51:07,724 - mmaction - INFO - Epoch [29][960/1413] lr: 5.825e-01, eta: 3 days, 17:40:49, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2224, top5_acc: 0.4404, loss_cls: 3.9608, loss: 3.9608, grad_norm: 0.9575 2020-10-04 18:51:27,457 - mmaction - INFO - Epoch [29][980/1413] lr: 5.825e-01, eta: 3 days, 17:40:26, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2208, top5_acc: 0.4398, loss_cls: 3.9298, loss: 3.9298, grad_norm: 0.9689 2020-10-04 18:51:47,205 - mmaction - INFO - Epoch [29][1000/1413] lr: 5.825e-01, eta: 3 days, 17:40:03, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2108, top5_acc: 0.4293, loss_cls: 3.9827, loss: 3.9827, grad_norm: 0.9665 2020-10-04 18:52:06,908 - mmaction - INFO - Epoch [29][1020/1413] lr: 5.825e-01, eta: 3 days, 17:39:40, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2128, top5_acc: 0.4301, loss_cls: 4.0114, loss: 4.0114, grad_norm: 0.9442 2020-10-04 18:52:26,678 - mmaction - INFO - Epoch [29][1040/1413] lr: 5.825e-01, eta: 3 days, 17:39:17, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2152, top5_acc: 0.4391, loss_cls: 3.9409, loss: 3.9409, grad_norm: 0.9608 2020-10-04 18:52:46,494 - mmaction - INFO - Epoch [29][1060/1413] lr: 5.825e-01, eta: 3 days, 17:38:55, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2115, top5_acc: 0.4228, loss_cls: 4.0126, loss: 4.0126, grad_norm: 0.9730 2020-10-04 18:53:06,249 - mmaction - INFO - Epoch [29][1080/1413] lr: 5.825e-01, eta: 3 days, 17:38:32, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2053, top5_acc: 0.4241, loss_cls: 4.0229, loss: 4.0229, grad_norm: 0.9395 2020-10-04 18:53:26,015 - mmaction - INFO - Epoch [29][1100/1413] lr: 5.825e-01, eta: 3 days, 17:38:09, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2130, top5_acc: 0.4328, loss_cls: 3.9730, loss: 3.9730, grad_norm: 0.9476 2020-10-04 18:53:45,749 - mmaction - INFO - Epoch [29][1120/1413] lr: 5.825e-01, eta: 3 days, 17:37:46, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2141, top5_acc: 0.4406, loss_cls: 3.9204, loss: 3.9204, grad_norm: 0.9642 2020-10-04 18:54:05,519 - mmaction - INFO - Epoch [29][1140/1413] lr: 5.825e-01, eta: 3 days, 17:37:23, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2133, top5_acc: 0.4354, loss_cls: 3.9862, loss: 3.9862, grad_norm: 0.9713 2020-10-04 18:54:25,239 - mmaction - INFO - Epoch [29][1160/1413] lr: 5.825e-01, eta: 3 days, 17:37:00, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2147, top5_acc: 0.4233, loss_cls: 3.9862, loss: 3.9862, grad_norm: 0.9524 2020-10-04 18:54:44,923 - mmaction - INFO - Epoch [29][1180/1413] lr: 5.825e-01, eta: 3 days, 17:36:37, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2242, top5_acc: 0.4409, loss_cls: 3.9432, loss: 3.9432, grad_norm: 0.9533 2020-10-04 18:55:04,564 - mmaction - INFO - Epoch [29][1200/1413] lr: 5.825e-01, eta: 3 days, 17:36:13, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2096, top5_acc: 0.4302, loss_cls: 3.9777, loss: 3.9777, grad_norm: 0.9624 2020-10-04 18:55:24,310 - mmaction - INFO - Epoch [29][1220/1413] lr: 5.825e-01, eta: 3 days, 17:35:50, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2078, top5_acc: 0.4285, loss_cls: 4.0060, loss: 4.0060, grad_norm: 0.9650 2020-10-04 18:55:43,963 - mmaction - INFO - Epoch [29][1240/1413] lr: 5.825e-01, eta: 3 days, 17:35:27, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2108, top5_acc: 0.4337, loss_cls: 4.0073, loss: 4.0073, grad_norm: 0.9609 2020-10-04 18:56:03,716 - mmaction - INFO - Epoch [29][1260/1413] lr: 5.825e-01, eta: 3 days, 17:35:04, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2118, top5_acc: 0.4263, loss_cls: 4.0098, loss: 4.0098, grad_norm: 0.9510 2020-10-04 18:56:23,483 - mmaction - INFO - Epoch [29][1280/1413] lr: 5.825e-01, eta: 3 days, 17:34:41, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2068, top5_acc: 0.4180, loss_cls: 4.0296, loss: 4.0296, grad_norm: 0.9614 2020-10-04 18:56:43,189 - mmaction - INFO - Epoch [29][1300/1413] lr: 5.825e-01, eta: 3 days, 17:34:18, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2012, top5_acc: 0.4161, loss_cls: 4.0393, loss: 4.0393, grad_norm: 0.9497 2020-10-04 18:57:02,892 - mmaction - INFO - Epoch [29][1320/1413] lr: 5.825e-01, eta: 3 days, 17:33:55, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2085, top5_acc: 0.4267, loss_cls: 4.0051, loss: 4.0051, grad_norm: 0.9478 2020-10-04 18:57:22,532 - mmaction - INFO - Epoch [29][1340/1413] lr: 5.825e-01, eta: 3 days, 17:33:31, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2191, top5_acc: 0.4436, loss_cls: 3.9394, loss: 3.9394, grad_norm: 0.9610 2020-10-04 18:57:42,221 - mmaction - INFO - Epoch [29][1360/1413] lr: 5.825e-01, eta: 3 days, 17:33:08, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2121, top5_acc: 0.4290, loss_cls: 3.9936, loss: 3.9936, grad_norm: 0.9624 2020-10-04 18:58:01,955 - mmaction - INFO - Epoch [29][1380/1413] lr: 5.825e-01, eta: 3 days, 17:32:45, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2188, top5_acc: 0.4383, loss_cls: 3.9445, loss: 3.9445, grad_norm: 0.9510 2020-10-04 18:58:21,625 - mmaction - INFO - Epoch [29][1400/1413] lr: 5.825e-01, eta: 3 days, 17:32:21, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2165, top5_acc: 0.4353, loss_cls: 3.9445, loss: 3.9445, grad_norm: 0.9696 2020-10-04 18:59:24,785 - mmaction - INFO - Epoch [30][20/1413] lr: 5.812e-01, eta: 3 days, 17:34:00, time: 2.503, data_time: 1.493, memory: 8478, top1_acc: 0.2107, top5_acc: 0.4305, loss_cls: 3.9686, loss: 3.9686, grad_norm: 0.9787 2020-10-04 18:59:44,165 - mmaction - INFO - Epoch [30][40/1413] lr: 5.812e-01, eta: 3 days, 17:33:34, time: 0.969, data_time: 0.002, memory: 8478, top1_acc: 0.2156, top5_acc: 0.4318, loss_cls: 3.9660, loss: 3.9660, grad_norm: 0.9521 2020-10-04 19:00:04,645 - mmaction - INFO - Epoch [30][60/1413] lr: 5.812e-01, eta: 3 days, 17:33:17, time: 1.024, data_time: 0.002, memory: 8478, top1_acc: 0.2143, top5_acc: 0.4405, loss_cls: 3.9215, loss: 3.9215, grad_norm: 0.9560 2020-10-04 19:00:25,184 - mmaction - INFO - Epoch [30][80/1413] lr: 5.812e-01, eta: 3 days, 17:33:01, time: 1.027, data_time: 0.002, memory: 8478, top1_acc: 0.2072, top5_acc: 0.4378, loss_cls: 3.9512, loss: 3.9512, grad_norm: 0.9601 2020-10-04 19:00:44,819 - mmaction - INFO - Epoch [30][100/1413] lr: 5.812e-01, eta: 3 days, 17:32:37, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2185, top5_acc: 0.4268, loss_cls: 3.9597, loss: 3.9597, grad_norm: 0.9592 2020-10-04 19:01:04,498 - mmaction - INFO - Epoch [30][120/1413] lr: 5.812e-01, eta: 3 days, 17:32:13, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2104, top5_acc: 0.4250, loss_cls: 3.9976, loss: 3.9976, grad_norm: 0.9580 2020-10-04 19:01:24,106 - mmaction - INFO - Epoch [30][140/1413] lr: 5.812e-01, eta: 3 days, 17:31:49, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2193, top5_acc: 0.4345, loss_cls: 3.9404, loss: 3.9404, grad_norm: 0.9502 2020-10-04 19:01:43,770 - mmaction - INFO - Epoch [30][160/1413] lr: 5.812e-01, eta: 3 days, 17:31:26, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2184, top5_acc: 0.4363, loss_cls: 3.9607, loss: 3.9607, grad_norm: 0.9689 2020-10-04 19:02:03,414 - mmaction - INFO - Epoch [30][180/1413] lr: 5.812e-01, eta: 3 days, 17:31:02, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2143, top5_acc: 0.4228, loss_cls: 4.0184, loss: 4.0184, grad_norm: 0.9580 2020-10-04 19:02:23,150 - mmaction - INFO - Epoch [30][200/1413] lr: 5.812e-01, eta: 3 days, 17:30:39, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4307, loss_cls: 3.9641, loss: 3.9641, grad_norm: 0.9626 2020-10-04 19:02:42,816 - mmaction - INFO - Epoch [30][220/1413] lr: 5.812e-01, eta: 3 days, 17:30:16, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2150, top5_acc: 0.4410, loss_cls: 3.9373, loss: 3.9373, grad_norm: 0.9684 2020-10-04 19:03:02,561 - mmaction - INFO - Epoch [30][240/1413] lr: 5.812e-01, eta: 3 days, 17:29:53, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2177, top5_acc: 0.4376, loss_cls: 3.9781, loss: 3.9781, grad_norm: 0.9485 2020-10-04 19:03:22,191 - mmaction - INFO - Epoch [30][260/1413] lr: 5.812e-01, eta: 3 days, 17:29:29, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2139, top5_acc: 0.4342, loss_cls: 3.9753, loss: 3.9753, grad_norm: 0.9811 2020-10-04 19:03:41,962 - mmaction - INFO - Epoch [30][280/1413] lr: 5.812e-01, eta: 3 days, 17:29:06, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2145, top5_acc: 0.4247, loss_cls: 3.9861, loss: 3.9861, grad_norm: 0.9508 2020-10-04 19:04:01,774 - mmaction - INFO - Epoch [30][300/1413] lr: 5.812e-01, eta: 3 days, 17:28:44, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2191, top5_acc: 0.4342, loss_cls: 3.9681, loss: 3.9681, grad_norm: 0.9815 2020-10-04 19:04:21,537 - mmaction - INFO - Epoch [30][320/1413] lr: 5.812e-01, eta: 3 days, 17:28:21, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2078, top5_acc: 0.4245, loss_cls: 4.0133, loss: 4.0133, grad_norm: 0.9510 2020-10-04 19:04:41,289 - mmaction - INFO - Epoch [30][340/1413] lr: 5.812e-01, eta: 3 days, 17:27:58, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2137, top5_acc: 0.4233, loss_cls: 4.0309, loss: 4.0309, grad_norm: 0.9409 2020-10-04 19:05:00,997 - mmaction - INFO - Epoch [30][360/1413] lr: 5.812e-01, eta: 3 days, 17:27:35, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2129, top5_acc: 0.4362, loss_cls: 3.9584, loss: 3.9584, grad_norm: 0.9620 2020-10-04 19:05:20,581 - mmaction - INFO - Epoch [30][380/1413] lr: 5.812e-01, eta: 3 days, 17:27:11, time: 0.978, data_time: 0.001, memory: 8478, top1_acc: 0.1986, top5_acc: 0.4255, loss_cls: 4.0057, loss: 4.0057, grad_norm: 0.9567 2020-10-04 19:05:40,199 - mmaction - INFO - Epoch [30][400/1413] lr: 5.812e-01, eta: 3 days, 17:26:47, time: 0.981, data_time: 0.003, memory: 8478, top1_acc: 0.2094, top5_acc: 0.4280, loss_cls: 4.0016, loss: 4.0016, grad_norm: 0.9513 2020-10-04 19:05:59,897 - mmaction - INFO - Epoch [30][420/1413] lr: 5.812e-01, eta: 3 days, 17:26:24, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2138, top5_acc: 0.4368, loss_cls: 3.9456, loss: 3.9456, grad_norm: 0.9639 2020-10-04 19:06:19,609 - mmaction - INFO - Epoch [30][440/1413] lr: 5.812e-01, eta: 3 days, 17:26:01, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2104, top5_acc: 0.4276, loss_cls: 3.9793, loss: 3.9793, grad_norm: 0.9771 2020-10-04 19:06:39,465 - mmaction - INFO - Epoch [30][460/1413] lr: 5.812e-01, eta: 3 days, 17:25:39, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2087, top5_acc: 0.4288, loss_cls: 3.9919, loss: 3.9919, grad_norm: 0.9645 2020-10-04 19:06:59,212 - mmaction - INFO - Epoch [30][480/1413] lr: 5.812e-01, eta: 3 days, 17:25:16, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2096, top5_acc: 0.4284, loss_cls: 4.0108, loss: 4.0108, grad_norm: 0.9709 2020-10-04 19:07:18,877 - mmaction - INFO - Epoch [30][500/1413] lr: 5.812e-01, eta: 3 days, 17:24:52, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2107, top5_acc: 0.4257, loss_cls: 4.0063, loss: 4.0063, grad_norm: 0.9617 2020-10-04 19:07:38,630 - mmaction - INFO - Epoch [30][520/1413] lr: 5.812e-01, eta: 3 days, 17:24:30, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2044, top5_acc: 0.4270, loss_cls: 3.9848, loss: 3.9848, grad_norm: 0.9747 2020-10-04 19:07:58,371 - mmaction - INFO - Epoch [30][540/1413] lr: 5.812e-01, eta: 3 days, 17:24:07, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2177, top5_acc: 0.4365, loss_cls: 3.9466, loss: 3.9466, grad_norm: 0.9647 2020-10-04 19:08:18,054 - mmaction - INFO - Epoch [30][560/1413] lr: 5.812e-01, eta: 3 days, 17:23:43, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2122, top5_acc: 0.4336, loss_cls: 3.9633, loss: 3.9633, grad_norm: 0.9452 2020-10-04 19:08:37,779 - mmaction - INFO - Epoch [30][580/1413] lr: 5.812e-01, eta: 3 days, 17:23:20, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4328, loss_cls: 3.9671, loss: 3.9671, grad_norm: 0.9624 2020-10-04 19:08:57,607 - mmaction - INFO - Epoch [30][600/1413] lr: 5.812e-01, eta: 3 days, 17:22:58, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2079, top5_acc: 0.4289, loss_cls: 4.0043, loss: 4.0043, grad_norm: 0.9549 2020-10-04 19:09:17,399 - mmaction - INFO - Epoch [30][620/1413] lr: 5.812e-01, eta: 3 days, 17:22:36, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.2083, top5_acc: 0.4246, loss_cls: 4.0327, loss: 4.0327, grad_norm: 0.9557 2020-10-04 19:09:37,119 - mmaction - INFO - Epoch [30][640/1413] lr: 5.812e-01, eta: 3 days, 17:22:13, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2177, top5_acc: 0.4382, loss_cls: 3.9490, loss: 3.9490, grad_norm: 0.9506 2020-10-04 19:09:56,741 - mmaction - INFO - Epoch [30][660/1413] lr: 5.812e-01, eta: 3 days, 17:21:49, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2085, top5_acc: 0.4284, loss_cls: 3.9895, loss: 3.9895, grad_norm: 0.9535 2020-10-04 19:10:16,439 - mmaction - INFO - Epoch [30][680/1413] lr: 5.812e-01, eta: 3 days, 17:21:26, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2099, top5_acc: 0.4344, loss_cls: 3.9945, loss: 3.9945, grad_norm: 0.9518 2020-10-04 19:10:36,105 - mmaction - INFO - Epoch [30][700/1413] lr: 5.812e-01, eta: 3 days, 17:21:02, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2010, top5_acc: 0.4154, loss_cls: 4.0601, loss: 4.0601, grad_norm: 0.9366 2020-10-04 19:10:55,882 - mmaction - INFO - Epoch [30][720/1413] lr: 5.812e-01, eta: 3 days, 17:20:40, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4280, loss_cls: 4.0051, loss: 4.0051, grad_norm: 0.9691 2020-10-04 19:11:15,544 - mmaction - INFO - Epoch [30][740/1413] lr: 5.812e-01, eta: 3 days, 17:20:16, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2177, top5_acc: 0.4411, loss_cls: 3.9516, loss: 3.9516, grad_norm: 0.9657 2020-10-04 19:11:35,202 - mmaction - INFO - Epoch [30][760/1413] lr: 5.812e-01, eta: 3 days, 17:19:52, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4290, loss_cls: 3.9691, loss: 3.9691, grad_norm: 0.9691 2020-10-04 19:11:55,012 - mmaction - INFO - Epoch [30][780/1413] lr: 5.812e-01, eta: 3 days, 17:19:30, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2148, top5_acc: 0.4298, loss_cls: 3.9884, loss: 3.9884, grad_norm: 0.9503 2020-10-04 19:12:14,787 - mmaction - INFO - Epoch [30][800/1413] lr: 5.812e-01, eta: 3 days, 17:19:08, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2081, top5_acc: 0.4276, loss_cls: 4.0015, loss: 4.0015, grad_norm: 0.9470 2020-10-04 19:12:34,553 - mmaction - INFO - Epoch [30][820/1413] lr: 5.812e-01, eta: 3 days, 17:18:45, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2129, top5_acc: 0.4361, loss_cls: 3.9589, loss: 3.9589, grad_norm: 0.9479 2020-10-04 19:12:54,259 - mmaction - INFO - Epoch [30][840/1413] lr: 5.812e-01, eta: 3 days, 17:18:22, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2116, top5_acc: 0.4243, loss_cls: 4.0029, loss: 4.0029, grad_norm: 0.9628 2020-10-04 19:13:14,075 - mmaction - INFO - Epoch [30][860/1413] lr: 5.812e-01, eta: 3 days, 17:18:00, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2186, top5_acc: 0.4302, loss_cls: 3.9564, loss: 3.9564, grad_norm: 0.9548 2020-10-04 19:13:33,884 - mmaction - INFO - Epoch [30][880/1413] lr: 5.812e-01, eta: 3 days, 17:17:37, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2120, top5_acc: 0.4366, loss_cls: 3.9671, loss: 3.9671, grad_norm: 0.9635 2020-10-04 19:13:53,478 - mmaction - INFO - Epoch [30][900/1413] lr: 5.812e-01, eta: 3 days, 17:17:13, time: 0.980, data_time: 0.001, memory: 8478, top1_acc: 0.2128, top5_acc: 0.4320, loss_cls: 3.9661, loss: 3.9661, grad_norm: 0.9718 2020-10-04 19:14:13,138 - mmaction - INFO - Epoch [30][920/1413] lr: 5.812e-01, eta: 3 days, 17:16:50, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2033, top5_acc: 0.4262, loss_cls: 4.0072, loss: 4.0072, grad_norm: 0.9606 2020-10-04 19:14:32,942 - mmaction - INFO - Epoch [30][940/1413] lr: 5.812e-01, eta: 3 days, 17:16:28, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2065, top5_acc: 0.4277, loss_cls: 4.0102, loss: 4.0102, grad_norm: 0.9633 2020-10-04 19:14:52,701 - mmaction - INFO - Epoch [30][960/1413] lr: 5.812e-01, eta: 3 days, 17:16:05, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2087, top5_acc: 0.4314, loss_cls: 3.9805, loss: 3.9805, grad_norm: 0.9512 2020-10-04 19:15:12,556 - mmaction - INFO - Epoch [30][980/1413] lr: 5.812e-01, eta: 3 days, 17:15:43, time: 0.993, data_time: 0.001, memory: 8478, top1_acc: 0.1952, top5_acc: 0.4242, loss_cls: 4.0162, loss: 4.0162, grad_norm: 0.9532 2020-10-04 19:15:32,311 - mmaction - INFO - Epoch [30][1000/1413] lr: 5.812e-01, eta: 3 days, 17:15:20, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2219, top5_acc: 0.4391, loss_cls: 3.9544, loss: 3.9544, grad_norm: 0.9527 2020-10-04 19:15:51,987 - mmaction - INFO - Epoch [30][1020/1413] lr: 5.812e-01, eta: 3 days, 17:14:57, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2102, top5_acc: 0.4259, loss_cls: 4.0066, loss: 4.0066, grad_norm: 0.9572 2020-10-04 19:16:11,676 - mmaction - INFO - Epoch [30][1040/1413] lr: 5.812e-01, eta: 3 days, 17:14:34, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2184, top5_acc: 0.4354, loss_cls: 3.9813, loss: 3.9813, grad_norm: 0.9614 2020-10-04 19:16:31,397 - mmaction - INFO - Epoch [30][1060/1413] lr: 5.812e-01, eta: 3 days, 17:14:11, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2105, top5_acc: 0.4266, loss_cls: 4.0131, loss: 4.0131, grad_norm: 0.9436 2020-10-04 19:16:51,112 - mmaction - INFO - Epoch [30][1080/1413] lr: 5.812e-01, eta: 3 days, 17:13:48, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2199, top5_acc: 0.4393, loss_cls: 3.9565, loss: 3.9565, grad_norm: 0.9610 2020-10-04 19:17:10,882 - mmaction - INFO - Epoch [30][1100/1413] lr: 5.812e-01, eta: 3 days, 17:13:25, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2116, top5_acc: 0.4357, loss_cls: 3.9473, loss: 3.9473, grad_norm: 0.9548 2020-10-04 19:17:30,540 - mmaction - INFO - Epoch [30][1120/1413] lr: 5.812e-01, eta: 3 days, 17:13:02, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2177, top5_acc: 0.4391, loss_cls: 3.9610, loss: 3.9610, grad_norm: 0.9654 2020-10-04 19:17:50,125 - mmaction - INFO - Epoch [30][1140/1413] lr: 5.812e-01, eta: 3 days, 17:12:38, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2142, top5_acc: 0.4307, loss_cls: 3.9819, loss: 3.9819, grad_norm: 0.9693 2020-10-04 19:18:09,827 - mmaction - INFO - Epoch [30][1160/1413] lr: 5.812e-01, eta: 3 days, 17:12:15, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2229, top5_acc: 0.4439, loss_cls: 3.9208, loss: 3.9208, grad_norm: 0.9685 2020-10-04 19:18:29,490 - mmaction - INFO - Epoch [30][1180/1413] lr: 5.812e-01, eta: 3 days, 17:11:51, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2186, top5_acc: 0.4264, loss_cls: 3.9592, loss: 3.9592, grad_norm: 0.9678 2020-10-04 19:18:49,183 - mmaction - INFO - Epoch [30][1200/1413] lr: 5.812e-01, eta: 3 days, 17:11:28, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2233, top5_acc: 0.4357, loss_cls: 3.9446, loss: 3.9446, grad_norm: 0.9587 2020-10-04 19:19:08,902 - mmaction - INFO - Epoch [30][1220/1413] lr: 5.812e-01, eta: 3 days, 17:11:05, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2116, top5_acc: 0.4302, loss_cls: 3.9764, loss: 3.9764, grad_norm: 0.9629 2020-10-04 19:19:28,726 - mmaction - INFO - Epoch [30][1240/1413] lr: 5.812e-01, eta: 3 days, 17:10:43, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2059, top5_acc: 0.4251, loss_cls: 4.0068, loss: 4.0068, grad_norm: 0.9609 2020-10-04 19:19:48,377 - mmaction - INFO - Epoch [30][1260/1413] lr: 5.812e-01, eta: 3 days, 17:10:20, time: 0.984, data_time: 0.004, memory: 8478, top1_acc: 0.2055, top5_acc: 0.4240, loss_cls: 4.0028, loss: 4.0028, grad_norm: 0.9777 2020-10-04 19:20:08,104 - mmaction - INFO - Epoch [30][1280/1413] lr: 5.812e-01, eta: 3 days, 17:09:57, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2118, top5_acc: 0.4264, loss_cls: 3.9958, loss: 3.9958, grad_norm: 0.9656 2020-10-04 19:20:27,778 - mmaction - INFO - Epoch [30][1300/1413] lr: 5.812e-01, eta: 3 days, 17:09:33, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2089, top5_acc: 0.4293, loss_cls: 3.9979, loss: 3.9979, grad_norm: 0.9633 2020-10-04 19:20:47,468 - mmaction - INFO - Epoch [30][1320/1413] lr: 5.812e-01, eta: 3 days, 17:09:10, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2029, top5_acc: 0.4312, loss_cls: 4.0056, loss: 4.0056, grad_norm: 0.9536 2020-10-04 19:21:07,060 - mmaction - INFO - Epoch [30][1340/1413] lr: 5.812e-01, eta: 3 days, 17:08:46, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2094, top5_acc: 0.4339, loss_cls: 3.9734, loss: 3.9734, grad_norm: 0.9711 2020-10-04 19:21:26,731 - mmaction - INFO - Epoch [30][1360/1413] lr: 5.812e-01, eta: 3 days, 17:08:23, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2165, top5_acc: 0.4354, loss_cls: 3.9748, loss: 3.9748, grad_norm: 0.9374 2020-10-04 19:21:46,514 - mmaction - INFO - Epoch [30][1380/1413] lr: 5.812e-01, eta: 3 days, 17:08:01, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2130, top5_acc: 0.4302, loss_cls: 3.9613, loss: 3.9613, grad_norm: 0.9714 2020-10-04 19:22:06,239 - mmaction - INFO - Epoch [30][1400/1413] lr: 5.812e-01, eta: 3 days, 17:07:38, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2154, top5_acc: 0.4328, loss_cls: 3.9513, loss: 3.9513, grad_norm: 0.9546 2020-10-04 19:23:16,470 - mmaction - INFO - Epoch [31][20/1413] lr: 5.799e-01, eta: 3 days, 17:09:55, time: 2.787, data_time: 1.412, memory: 8478, top1_acc: 0.2098, top5_acc: 0.4318, loss_cls: 3.9736, loss: 3.9736, grad_norm: 0.9648 2020-10-04 19:23:35,985 - mmaction - INFO - Epoch [31][40/1413] lr: 5.799e-01, eta: 3 days, 17:09:30, time: 0.975, data_time: 0.002, memory: 8478, top1_acc: 0.2096, top5_acc: 0.4264, loss_cls: 3.9933, loss: 3.9933, grad_norm: 0.9571 2020-10-04 19:23:55,596 - mmaction - INFO - Epoch [31][60/1413] lr: 5.799e-01, eta: 3 days, 17:09:06, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2199, top5_acc: 0.4405, loss_cls: 3.9354, loss: 3.9354, grad_norm: 0.9683 2020-10-04 19:24:15,299 - mmaction - INFO - Epoch [31][80/1413] lr: 5.799e-01, eta: 3 days, 17:08:43, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2176, top5_acc: 0.4348, loss_cls: 3.9525, loss: 3.9525, grad_norm: 0.9739 2020-10-04 19:24:34,872 - mmaction - INFO - Epoch [31][100/1413] lr: 5.799e-01, eta: 3 days, 17:08:19, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2083, top5_acc: 0.4238, loss_cls: 4.0143, loss: 4.0143, grad_norm: 0.9689 2020-10-04 19:24:54,620 - mmaction - INFO - Epoch [31][120/1413] lr: 5.799e-01, eta: 3 days, 17:07:56, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2257, top5_acc: 0.4465, loss_cls: 3.9196, loss: 3.9196, grad_norm: 0.9485 2020-10-04 19:25:14,376 - mmaction - INFO - Epoch [31][140/1413] lr: 5.799e-01, eta: 3 days, 17:07:33, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2148, top5_acc: 0.4303, loss_cls: 3.9683, loss: 3.9683, grad_norm: 0.9672 2020-10-04 19:25:34,107 - mmaction - INFO - Epoch [31][160/1413] lr: 5.799e-01, eta: 3 days, 17:07:11, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2148, top5_acc: 0.4337, loss_cls: 3.9921, loss: 3.9921, grad_norm: 0.9468 2020-10-04 19:25:53,851 - mmaction - INFO - Epoch [31][180/1413] lr: 5.799e-01, eta: 3 days, 17:06:48, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2185, top5_acc: 0.4439, loss_cls: 3.9411, loss: 3.9411, grad_norm: 0.9679 2020-10-04 19:26:13,659 - mmaction - INFO - Epoch [31][200/1413] lr: 5.799e-01, eta: 3 days, 17:06:25, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2228, top5_acc: 0.4350, loss_cls: 3.9736, loss: 3.9736, grad_norm: 0.9653 2020-10-04 19:26:33,440 - mmaction - INFO - Epoch [31][220/1413] lr: 5.799e-01, eta: 3 days, 17:06:03, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2150, top5_acc: 0.4371, loss_cls: 3.9409, loss: 3.9409, grad_norm: 0.9649 2020-10-04 19:26:53,152 - mmaction - INFO - Epoch [31][240/1413] lr: 5.799e-01, eta: 3 days, 17:05:40, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2167, top5_acc: 0.4353, loss_cls: 3.9683, loss: 3.9683, grad_norm: 0.9598 2020-10-04 19:27:12,955 - mmaction - INFO - Epoch [31][260/1413] lr: 5.799e-01, eta: 3 days, 17:05:18, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2211, top5_acc: 0.4380, loss_cls: 3.9662, loss: 3.9662, grad_norm: 0.9789 2020-10-04 19:27:32,744 - mmaction - INFO - Epoch [31][280/1413] lr: 5.799e-01, eta: 3 days, 17:04:55, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.2104, top5_acc: 0.4340, loss_cls: 3.9748, loss: 3.9748, grad_norm: 0.9628 2020-10-04 19:27:52,465 - mmaction - INFO - Epoch [31][300/1413] lr: 5.799e-01, eta: 3 days, 17:04:32, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2125, top5_acc: 0.4361, loss_cls: 3.9863, loss: 3.9863, grad_norm: 0.9472 2020-10-04 19:28:12,221 - mmaction - INFO - Epoch [31][320/1413] lr: 5.799e-01, eta: 3 days, 17:04:09, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2134, top5_acc: 0.4388, loss_cls: 3.9661, loss: 3.9661, grad_norm: 0.9638 2020-10-04 19:28:31,909 - mmaction - INFO - Epoch [31][340/1413] lr: 5.799e-01, eta: 3 days, 17:03:46, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2122, top5_acc: 0.4318, loss_cls: 3.9857, loss: 3.9857, grad_norm: 0.9580 2020-10-04 19:28:51,673 - mmaction - INFO - Epoch [31][360/1413] lr: 5.799e-01, eta: 3 days, 17:03:24, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2066, top5_acc: 0.4284, loss_cls: 3.9739, loss: 3.9739, grad_norm: 0.9582 2020-10-04 19:29:11,393 - mmaction - INFO - Epoch [31][380/1413] lr: 5.799e-01, eta: 3 days, 17:03:01, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2152, top5_acc: 0.4299, loss_cls: 3.9839, loss: 3.9839, grad_norm: 0.9715 2020-10-04 19:29:31,032 - mmaction - INFO - Epoch [31][400/1413] lr: 5.799e-01, eta: 3 days, 17:02:37, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.2105, top5_acc: 0.4228, loss_cls: 4.0277, loss: 4.0277, grad_norm: 0.9529 2020-10-04 19:29:50,727 - mmaction - INFO - Epoch [31][420/1413] lr: 5.799e-01, eta: 3 days, 17:02:14, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2118, top5_acc: 0.4283, loss_cls: 3.9891, loss: 3.9891, grad_norm: 0.9548 2020-10-04 19:30:11,289 - mmaction - INFO - Epoch [31][440/1413] lr: 5.799e-01, eta: 3 days, 17:01:57, time: 1.028, data_time: 0.002, memory: 8478, top1_acc: 0.2029, top5_acc: 0.4243, loss_cls: 4.0213, loss: 4.0213, grad_norm: 0.9554 2020-10-04 19:30:31,058 - mmaction - INFO - Epoch [31][460/1413] lr: 5.799e-01, eta: 3 days, 17:01:35, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2182, top5_acc: 0.4391, loss_cls: 3.9345, loss: 3.9345, grad_norm: 0.9573 2020-10-04 19:30:50,647 - mmaction - INFO - Epoch [31][480/1413] lr: 5.799e-01, eta: 3 days, 17:01:11, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2171, top5_acc: 0.4365, loss_cls: 3.9658, loss: 3.9658, grad_norm: 0.9553 2020-10-04 19:31:10,311 - mmaction - INFO - Epoch [31][500/1413] lr: 5.799e-01, eta: 3 days, 17:00:47, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2099, top5_acc: 0.4259, loss_cls: 4.0090, loss: 4.0090, grad_norm: 0.9531 2020-10-04 19:31:29,961 - mmaction - INFO - Epoch [31][520/1413] lr: 5.799e-01, eta: 3 days, 17:00:24, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2152, top5_acc: 0.4307, loss_cls: 3.9870, loss: 3.9870, grad_norm: 0.9580 2020-10-04 19:31:49,701 - mmaction - INFO - Epoch [31][540/1413] lr: 5.799e-01, eta: 3 days, 17:00:01, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2103, top5_acc: 0.4296, loss_cls: 3.9926, loss: 3.9926, grad_norm: 0.9505 2020-10-04 19:32:09,426 - mmaction - INFO - Epoch [31][560/1413] lr: 5.799e-01, eta: 3 days, 16:59:38, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2193, top5_acc: 0.4359, loss_cls: 3.9558, loss: 3.9558, grad_norm: 0.9568 2020-10-04 19:32:29,051 - mmaction - INFO - Epoch [31][580/1413] lr: 5.799e-01, eta: 3 days, 16:59:15, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2227, top5_acc: 0.4354, loss_cls: 3.9512, loss: 3.9512, grad_norm: 0.9564 2020-10-04 19:32:48,770 - mmaction - INFO - Epoch [31][600/1413] lr: 5.799e-01, eta: 3 days, 16:58:52, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2065, top5_acc: 0.4289, loss_cls: 3.9914, loss: 3.9914, grad_norm: 0.9737 2020-10-04 19:33:08,529 - mmaction - INFO - Epoch [31][620/1413] lr: 5.799e-01, eta: 3 days, 16:58:29, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2073, top5_acc: 0.4297, loss_cls: 3.9796, loss: 3.9796, grad_norm: 0.9555 2020-10-04 19:33:28,282 - mmaction - INFO - Epoch [31][640/1413] lr: 5.799e-01, eta: 3 days, 16:58:06, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2142, top5_acc: 0.4322, loss_cls: 3.9866, loss: 3.9866, grad_norm: 0.9648 2020-10-04 19:33:48,040 - mmaction - INFO - Epoch [31][660/1413] lr: 5.799e-01, eta: 3 days, 16:57:44, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2082, top5_acc: 0.4238, loss_cls: 4.0097, loss: 4.0097, grad_norm: 0.9419 2020-10-04 19:34:07,781 - mmaction - INFO - Epoch [31][680/1413] lr: 5.799e-01, eta: 3 days, 16:57:21, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2077, top5_acc: 0.4267, loss_cls: 3.9983, loss: 3.9983, grad_norm: 0.9547 2020-10-04 19:34:27,429 - mmaction - INFO - Epoch [31][700/1413] lr: 5.799e-01, eta: 3 days, 16:56:58, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2159, top5_acc: 0.4426, loss_cls: 3.9239, loss: 3.9239, grad_norm: 0.9721 2020-10-04 19:34:47,118 - mmaction - INFO - Epoch [31][720/1413] lr: 5.799e-01, eta: 3 days, 16:56:35, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2147, top5_acc: 0.4406, loss_cls: 3.9523, loss: 3.9523, grad_norm: 0.9629 2020-10-04 19:35:06,816 - mmaction - INFO - Epoch [31][740/1413] lr: 5.799e-01, eta: 3 days, 16:56:11, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2033, top5_acc: 0.4283, loss_cls: 3.9929, loss: 3.9929, grad_norm: 0.9646 2020-10-04 19:35:26,479 - mmaction - INFO - Epoch [31][760/1413] lr: 5.799e-01, eta: 3 days, 16:55:48, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2139, top5_acc: 0.4379, loss_cls: 3.9516, loss: 3.9516, grad_norm: 0.9612 2020-10-04 19:35:46,135 - mmaction - INFO - Epoch [31][780/1413] lr: 5.799e-01, eta: 3 days, 16:55:25, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2098, top5_acc: 0.4207, loss_cls: 3.9961, loss: 3.9961, grad_norm: 0.9530 2020-10-04 19:36:05,886 - mmaction - INFO - Epoch [31][800/1413] lr: 5.799e-01, eta: 3 days, 16:55:02, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2104, top5_acc: 0.4267, loss_cls: 4.0228, loss: 4.0228, grad_norm: 0.9706 2020-10-04 19:36:25,557 - mmaction - INFO - Epoch [31][820/1413] lr: 5.799e-01, eta: 3 days, 16:54:39, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2152, top5_acc: 0.4309, loss_cls: 3.9871, loss: 3.9871, grad_norm: 0.9645 2020-10-04 19:36:45,243 - mmaction - INFO - Epoch [31][840/1413] lr: 5.799e-01, eta: 3 days, 16:54:16, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2152, top5_acc: 0.4344, loss_cls: 3.9672, loss: 3.9672, grad_norm: 0.9554 2020-10-04 19:37:04,869 - mmaction - INFO - Epoch [31][860/1413] lr: 5.799e-01, eta: 3 days, 16:53:52, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2049, top5_acc: 0.4292, loss_cls: 3.9849, loss: 3.9849, grad_norm: 0.9568 2020-10-04 19:37:24,575 - mmaction - INFO - Epoch [31][880/1413] lr: 5.799e-01, eta: 3 days, 16:53:29, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2043, top5_acc: 0.4237, loss_cls: 4.0087, loss: 4.0087, grad_norm: 0.9643 2020-10-04 19:37:44,152 - mmaction - INFO - Epoch [31][900/1413] lr: 5.799e-01, eta: 3 days, 16:53:05, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2090, top5_acc: 0.4221, loss_cls: 4.0170, loss: 4.0170, grad_norm: 0.9537 2020-10-04 19:38:03,865 - mmaction - INFO - Epoch [31][920/1413] lr: 5.799e-01, eta: 3 days, 16:52:42, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2096, top5_acc: 0.4280, loss_cls: 3.9906, loss: 3.9906, grad_norm: 0.9614 2020-10-04 19:38:23,659 - mmaction - INFO - Epoch [31][940/1413] lr: 5.799e-01, eta: 3 days, 16:52:20, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2160, top5_acc: 0.4378, loss_cls: 3.9520, loss: 3.9520, grad_norm: 0.9477 2020-10-04 19:38:43,352 - mmaction - INFO - Epoch [31][960/1413] lr: 5.799e-01, eta: 3 days, 16:51:57, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2201, top5_acc: 0.4365, loss_cls: 3.9442, loss: 3.9442, grad_norm: 0.9628 2020-10-04 19:39:03,054 - mmaction - INFO - Epoch [31][980/1413] lr: 5.799e-01, eta: 3 days, 16:51:34, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2113, top5_acc: 0.4262, loss_cls: 4.0078, loss: 4.0078, grad_norm: 0.9549 2020-10-04 19:39:22,780 - mmaction - INFO - Epoch [31][1000/1413] lr: 5.799e-01, eta: 3 days, 16:51:11, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2214, top5_acc: 0.4358, loss_cls: 3.9516, loss: 3.9516, grad_norm: 0.9881 2020-10-04 19:39:42,481 - mmaction - INFO - Epoch [31][1020/1413] lr: 5.799e-01, eta: 3 days, 16:50:48, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2087, top5_acc: 0.4240, loss_cls: 3.9999, loss: 3.9999, grad_norm: 0.9501 2020-10-04 19:40:02,209 - mmaction - INFO - Epoch [31][1040/1413] lr: 5.799e-01, eta: 3 days, 16:50:25, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2074, top5_acc: 0.4320, loss_cls: 3.9891, loss: 3.9891, grad_norm: 0.9677 2020-10-04 19:40:21,926 - mmaction - INFO - Epoch [31][1060/1413] lr: 5.799e-01, eta: 3 days, 16:50:02, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2132, top5_acc: 0.4329, loss_cls: 3.9795, loss: 3.9795, grad_norm: 0.9615 2020-10-04 19:40:41,581 - mmaction - INFO - Epoch [31][1080/1413] lr: 5.799e-01, eta: 3 days, 16:49:39, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2161, top5_acc: 0.4404, loss_cls: 3.9575, loss: 3.9575, grad_norm: 0.9651 2020-10-04 19:41:01,240 - mmaction - INFO - Epoch [31][1100/1413] lr: 5.799e-01, eta: 3 days, 16:49:16, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2108, top5_acc: 0.4271, loss_cls: 4.0014, loss: 4.0014, grad_norm: 0.9687 2020-10-04 19:41:20,942 - mmaction - INFO - Epoch [31][1120/1413] lr: 5.799e-01, eta: 3 days, 16:48:53, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2083, top5_acc: 0.4299, loss_cls: 3.9880, loss: 3.9880, grad_norm: 0.9382 2020-10-04 19:41:40,622 - mmaction - INFO - Epoch [31][1140/1413] lr: 5.799e-01, eta: 3 days, 16:48:30, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2146, top5_acc: 0.4357, loss_cls: 3.9398, loss: 3.9398, grad_norm: 0.9690 2020-10-04 19:42:00,227 - mmaction - INFO - Epoch [31][1160/1413] lr: 5.799e-01, eta: 3 days, 16:48:06, time: 0.981, data_time: 0.003, memory: 8478, top1_acc: 0.2178, top5_acc: 0.4388, loss_cls: 3.9633, loss: 3.9633, grad_norm: 0.9705 2020-10-04 19:42:19,781 - mmaction - INFO - Epoch [31][1180/1413] lr: 5.799e-01, eta: 3 days, 16:47:42, time: 0.977, data_time: 0.002, memory: 8478, top1_acc: 0.2139, top5_acc: 0.4305, loss_cls: 3.9965, loss: 3.9965, grad_norm: 0.9538 2020-10-04 19:42:39,502 - mmaction - INFO - Epoch [31][1200/1413] lr: 5.799e-01, eta: 3 days, 16:47:19, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2158, top5_acc: 0.4302, loss_cls: 3.9798, loss: 3.9798, grad_norm: 0.9702 2020-10-04 19:42:59,152 - mmaction - INFO - Epoch [31][1220/1413] lr: 5.799e-01, eta: 3 days, 16:46:56, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2115, top5_acc: 0.4254, loss_cls: 4.0276, loss: 4.0276, grad_norm: 0.9571 2020-10-04 19:43:18,857 - mmaction - INFO - Epoch [31][1240/1413] lr: 5.799e-01, eta: 3 days, 16:46:33, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2102, top5_acc: 0.4262, loss_cls: 3.9950, loss: 3.9950, grad_norm: 0.9554 2020-10-04 19:43:38,612 - mmaction - INFO - Epoch [31][1260/1413] lr: 5.799e-01, eta: 3 days, 16:46:10, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2178, top5_acc: 0.4346, loss_cls: 3.9377, loss: 3.9377, grad_norm: 0.9580 2020-10-04 19:43:58,283 - mmaction - INFO - Epoch [31][1280/1413] lr: 5.799e-01, eta: 3 days, 16:45:47, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2087, top5_acc: 0.4345, loss_cls: 3.9915, loss: 3.9915, grad_norm: 0.9646 2020-10-04 19:44:18,020 - mmaction - INFO - Epoch [31][1300/1413] lr: 5.799e-01, eta: 3 days, 16:45:25, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2126, top5_acc: 0.4346, loss_cls: 3.9707, loss: 3.9707, grad_norm: 0.9553 2020-10-04 19:44:37,711 - mmaction - INFO - Epoch [31][1320/1413] lr: 5.799e-01, eta: 3 days, 16:45:01, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2065, top5_acc: 0.4296, loss_cls: 3.9735, loss: 3.9735, grad_norm: 0.9598 2020-10-04 19:44:57,334 - mmaction - INFO - Epoch [31][1340/1413] lr: 5.799e-01, eta: 3 days, 16:44:38, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2079, top5_acc: 0.4283, loss_cls: 3.9662, loss: 3.9662, grad_norm: 0.9385 2020-10-04 19:45:16,995 - mmaction - INFO - Epoch [31][1360/1413] lr: 5.799e-01, eta: 3 days, 16:44:15, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2042, top5_acc: 0.4191, loss_cls: 4.0327, loss: 4.0327, grad_norm: 0.9668 2020-10-04 19:45:36,718 - mmaction - INFO - Epoch [31][1380/1413] lr: 5.799e-01, eta: 3 days, 16:43:52, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2066, top5_acc: 0.4201, loss_cls: 4.0146, loss: 4.0146, grad_norm: 0.9419 2020-10-04 19:45:56,483 - mmaction - INFO - Epoch [31][1400/1413] lr: 5.799e-01, eta: 3 days, 16:43:30, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2155, top5_acc: 0.4410, loss_cls: 3.9707, loss: 3.9707, grad_norm: 0.9391 2020-10-04 19:47:00,321 - mmaction - INFO - Epoch [32][20/1413] lr: 5.786e-01, eta: 3 days, 16:45:05, time: 2.543, data_time: 1.363, memory: 8478, top1_acc: 0.2061, top5_acc: 0.4283, loss_cls: 4.0008, loss: 4.0008, grad_norm: 0.9595 2020-10-04 19:47:19,872 - mmaction - INFO - Epoch [32][40/1413] lr: 5.786e-01, eta: 3 days, 16:44:41, time: 0.977, data_time: 0.002, memory: 8478, top1_acc: 0.2091, top5_acc: 0.4305, loss_cls: 3.9770, loss: 3.9770, grad_norm: 0.9599 2020-10-04 19:47:39,475 - mmaction - INFO - Epoch [32][60/1413] lr: 5.786e-01, eta: 3 days, 16:44:17, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2172, top5_acc: 0.4315, loss_cls: 3.9545, loss: 3.9545, grad_norm: 0.9438 2020-10-04 19:47:59,155 - mmaction - INFO - Epoch [32][80/1413] lr: 5.786e-01, eta: 3 days, 16:43:54, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2167, top5_acc: 0.4397, loss_cls: 3.9400, loss: 3.9400, grad_norm: 0.9727 2020-10-04 19:48:18,853 - mmaction - INFO - Epoch [32][100/1413] lr: 5.786e-01, eta: 3 days, 16:43:31, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2208, top5_acc: 0.4362, loss_cls: 3.9383, loss: 3.9383, grad_norm: 0.9646 2020-10-04 19:48:38,517 - mmaction - INFO - Epoch [32][120/1413] lr: 5.786e-01, eta: 3 days, 16:43:08, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2194, top5_acc: 0.4378, loss_cls: 3.9712, loss: 3.9712, grad_norm: 0.9640 2020-10-04 19:48:58,237 - mmaction - INFO - Epoch [32][140/1413] lr: 5.786e-01, eta: 3 days, 16:42:45, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2163, top5_acc: 0.4331, loss_cls: 3.9586, loss: 3.9586, grad_norm: 0.9595 2020-10-04 19:49:17,878 - mmaction - INFO - Epoch [32][160/1413] lr: 5.786e-01, eta: 3 days, 16:42:21, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2181, top5_acc: 0.4372, loss_cls: 3.9520, loss: 3.9520, grad_norm: 0.9710 2020-10-04 19:49:37,607 - mmaction - INFO - Epoch [32][180/1413] lr: 5.786e-01, eta: 3 days, 16:41:59, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.1971, top5_acc: 0.4251, loss_cls: 4.0164, loss: 4.0164, grad_norm: 0.9626 2020-10-04 19:49:57,313 - mmaction - INFO - Epoch [32][200/1413] lr: 5.786e-01, eta: 3 days, 16:41:36, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2171, top5_acc: 0.4405, loss_cls: 3.9332, loss: 3.9332, grad_norm: 0.9507 2020-10-04 19:50:17,005 - mmaction - INFO - Epoch [32][220/1413] lr: 5.786e-01, eta: 3 days, 16:41:13, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2147, top5_acc: 0.4262, loss_cls: 3.9789, loss: 3.9789, grad_norm: 0.9614 2020-10-04 19:50:36,621 - mmaction - INFO - Epoch [32][240/1413] lr: 5.786e-01, eta: 3 days, 16:40:49, time: 0.981, data_time: 0.003, memory: 8478, top1_acc: 0.2103, top5_acc: 0.4250, loss_cls: 3.9722, loss: 3.9722, grad_norm: 0.9760 2020-10-04 19:50:56,269 - mmaction - INFO - Epoch [32][260/1413] lr: 5.786e-01, eta: 3 days, 16:40:26, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2155, top5_acc: 0.4451, loss_cls: 3.9406, loss: 3.9406, grad_norm: 0.9612 2020-10-04 19:51:15,888 - mmaction - INFO - Epoch [32][280/1413] lr: 5.786e-01, eta: 3 days, 16:40:02, time: 0.980, data_time: 0.001, memory: 8478, top1_acc: 0.2108, top5_acc: 0.4370, loss_cls: 3.9901, loss: 3.9901, grad_norm: 0.9801 2020-10-04 19:51:35,596 - mmaction - INFO - Epoch [32][300/1413] lr: 5.786e-01, eta: 3 days, 16:39:39, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2178, top5_acc: 0.4357, loss_cls: 3.9516, loss: 3.9516, grad_norm: 0.9540 2020-10-04 19:51:55,282 - mmaction - INFO - Epoch [32][320/1413] lr: 5.786e-01, eta: 3 days, 16:39:16, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2126, top5_acc: 0.4289, loss_cls: 3.9721, loss: 3.9721, grad_norm: 0.9611 2020-10-04 19:52:14,949 - mmaction - INFO - Epoch [32][340/1413] lr: 5.786e-01, eta: 3 days, 16:38:53, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2169, top5_acc: 0.4404, loss_cls: 3.9518, loss: 3.9518, grad_norm: 0.9713 2020-10-04 19:52:34,571 - mmaction - INFO - Epoch [32][360/1413] lr: 5.786e-01, eta: 3 days, 16:38:29, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2091, top5_acc: 0.4260, loss_cls: 4.0021, loss: 4.0021, grad_norm: 0.9646 2020-10-04 19:52:54,273 - mmaction - INFO - Epoch [32][380/1413] lr: 5.786e-01, eta: 3 days, 16:38:06, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2125, top5_acc: 0.4324, loss_cls: 3.9799, loss: 3.9799, grad_norm: 0.9628 2020-10-04 19:53:13,916 - mmaction - INFO - Epoch [32][400/1413] lr: 5.786e-01, eta: 3 days, 16:37:43, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2229, top5_acc: 0.4419, loss_cls: 3.9103, loss: 3.9103, grad_norm: 0.9560 2020-10-04 19:53:33,606 - mmaction - INFO - Epoch [32][420/1413] lr: 5.786e-01, eta: 3 days, 16:37:20, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2225, top5_acc: 0.4372, loss_cls: 3.9496, loss: 3.9496, grad_norm: 0.9580 2020-10-04 19:53:53,458 - mmaction - INFO - Epoch [32][440/1413] lr: 5.786e-01, eta: 3 days, 16:36:58, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2185, top5_acc: 0.4398, loss_cls: 3.9185, loss: 3.9185, grad_norm: 0.9583 2020-10-04 19:54:13,006 - mmaction - INFO - Epoch [32][460/1413] lr: 5.786e-01, eta: 3 days, 16:36:34, time: 0.978, data_time: 0.002, memory: 8478, top1_acc: 0.2190, top5_acc: 0.4346, loss_cls: 3.9434, loss: 3.9434, grad_norm: 0.9641 2020-10-04 19:54:32,696 - mmaction - INFO - Epoch [32][480/1413] lr: 5.786e-01, eta: 3 days, 16:36:11, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2057, top5_acc: 0.4227, loss_cls: 4.0095, loss: 4.0095, grad_norm: 0.9678 2020-10-04 19:54:52,379 - mmaction - INFO - Epoch [32][500/1413] lr: 5.786e-01, eta: 3 days, 16:35:48, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2081, top5_acc: 0.4254, loss_cls: 4.0086, loss: 4.0086, grad_norm: 0.9682 2020-10-04 19:55:12,127 - mmaction - INFO - Epoch [32][520/1413] lr: 5.786e-01, eta: 3 days, 16:35:26, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2096, top5_acc: 0.4309, loss_cls: 3.9830, loss: 3.9830, grad_norm: 0.9534 2020-10-04 19:55:31,922 - mmaction - INFO - Epoch [32][540/1413] lr: 5.786e-01, eta: 3 days, 16:35:03, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2143, top5_acc: 0.4341, loss_cls: 3.9487, loss: 3.9487, grad_norm: 0.9783 2020-10-04 19:55:51,567 - mmaction - INFO - Epoch [32][560/1413] lr: 5.786e-01, eta: 3 days, 16:34:40, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2095, top5_acc: 0.4272, loss_cls: 3.9962, loss: 3.9962, grad_norm: 0.9603 2020-10-04 19:56:11,248 - mmaction - INFO - Epoch [32][580/1413] lr: 5.786e-01, eta: 3 days, 16:34:17, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2165, top5_acc: 0.4268, loss_cls: 4.0111, loss: 4.0111, grad_norm: 0.9629 2020-10-04 19:56:30,969 - mmaction - INFO - Epoch [32][600/1413] lr: 5.786e-01, eta: 3 days, 16:33:54, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2165, top5_acc: 0.4332, loss_cls: 3.9858, loss: 3.9858, grad_norm: 0.9652 2020-10-04 19:56:50,613 - mmaction - INFO - Epoch [32][620/1413] lr: 5.786e-01, eta: 3 days, 16:33:31, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2139, top5_acc: 0.4400, loss_cls: 3.9537, loss: 3.9537, grad_norm: 0.9620 2020-10-04 19:57:10,295 - mmaction - INFO - Epoch [32][640/1413] lr: 5.786e-01, eta: 3 days, 16:33:08, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2158, top5_acc: 0.4296, loss_cls: 3.9598, loss: 3.9598, grad_norm: 0.9611 2020-10-04 19:57:29,866 - mmaction - INFO - Epoch [32][660/1413] lr: 5.786e-01, eta: 3 days, 16:32:44, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2146, top5_acc: 0.4473, loss_cls: 3.9234, loss: 3.9234, grad_norm: 0.9561 2020-10-04 19:57:49,535 - mmaction - INFO - Epoch [32][680/1413] lr: 5.786e-01, eta: 3 days, 16:32:21, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2107, top5_acc: 0.4268, loss_cls: 3.9858, loss: 3.9858, grad_norm: 0.9659 2020-10-04 19:58:09,383 - mmaction - INFO - Epoch [32][700/1413] lr: 5.786e-01, eta: 3 days, 16:31:59, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2112, top5_acc: 0.4318, loss_cls: 3.9805, loss: 3.9805, grad_norm: 0.9632 2020-10-04 19:58:29,111 - mmaction - INFO - Epoch [32][720/1413] lr: 5.786e-01, eta: 3 days, 16:31:36, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2171, top5_acc: 0.4385, loss_cls: 3.9193, loss: 3.9193, grad_norm: 0.9543 2020-10-04 19:58:48,903 - mmaction - INFO - Epoch [32][740/1413] lr: 5.786e-01, eta: 3 days, 16:31:14, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2173, top5_acc: 0.4335, loss_cls: 3.9634, loss: 3.9634, grad_norm: 0.9624 2020-10-04 19:59:08,643 - mmaction - INFO - Epoch [32][760/1413] lr: 5.786e-01, eta: 3 days, 16:30:51, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2086, top5_acc: 0.4294, loss_cls: 4.0243, loss: 4.0243, grad_norm: 0.9643 2020-10-04 19:59:28,352 - mmaction - INFO - Epoch [32][780/1413] lr: 5.786e-01, eta: 3 days, 16:30:29, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2092, top5_acc: 0.4286, loss_cls: 3.9653, loss: 3.9653, grad_norm: 0.9612 2020-10-04 19:59:48,122 - mmaction - INFO - Epoch [32][800/1413] lr: 5.786e-01, eta: 3 days, 16:30:06, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2021, top5_acc: 0.4223, loss_cls: 4.0147, loss: 4.0147, grad_norm: 0.9732 2020-10-04 20:00:10,102 - mmaction - INFO - Epoch [32][820/1413] lr: 5.786e-01, eta: 3 days, 16:30:00, time: 1.098, data_time: 0.001, memory: 8478, top1_acc: 0.2151, top5_acc: 0.4342, loss_cls: 3.9580, loss: 3.9580, grad_norm: 0.9612 2020-10-04 20:00:29,850 - mmaction - INFO - Epoch [32][840/1413] lr: 5.786e-01, eta: 3 days, 16:29:37, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2193, top5_acc: 0.4368, loss_cls: 3.9823, loss: 3.9823, grad_norm: 0.9653 2020-10-04 20:00:49,582 - mmaction - INFO - Epoch [32][860/1413] lr: 5.786e-01, eta: 3 days, 16:29:14, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2148, top5_acc: 0.4346, loss_cls: 3.9813, loss: 3.9813, grad_norm: 0.9580 2020-10-04 20:01:09,235 - mmaction - INFO - Epoch [32][880/1413] lr: 5.786e-01, eta: 3 days, 16:28:51, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2182, top5_acc: 0.4273, loss_cls: 3.9859, loss: 3.9859, grad_norm: 0.9600 2020-10-04 20:01:28,933 - mmaction - INFO - Epoch [32][900/1413] lr: 5.786e-01, eta: 3 days, 16:28:28, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2137, top5_acc: 0.4398, loss_cls: 3.9636, loss: 3.9636, grad_norm: 0.9698 2020-10-04 20:01:48,577 - mmaction - INFO - Epoch [32][920/1413] lr: 5.786e-01, eta: 3 days, 16:28:05, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2137, top5_acc: 0.4262, loss_cls: 3.9838, loss: 3.9838, grad_norm: 0.9338 2020-10-04 20:02:08,203 - mmaction - INFO - Epoch [32][940/1413] lr: 5.786e-01, eta: 3 days, 16:27:41, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2104, top5_acc: 0.4320, loss_cls: 3.9661, loss: 3.9661, grad_norm: 0.9746 2020-10-04 20:02:27,871 - mmaction - INFO - Epoch [32][960/1413] lr: 5.786e-01, eta: 3 days, 16:27:19, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2036, top5_acc: 0.4182, loss_cls: 4.0335, loss: 4.0335, grad_norm: 0.9479 2020-10-04 20:02:47,710 - mmaction - INFO - Epoch [32][980/1413] lr: 5.786e-01, eta: 3 days, 16:26:56, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2176, top5_acc: 0.4414, loss_cls: 3.9375, loss: 3.9375, grad_norm: 0.9600 2020-10-04 20:03:07,458 - mmaction - INFO - Epoch [32][1000/1413] lr: 5.786e-01, eta: 3 days, 16:26:34, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2089, top5_acc: 0.4327, loss_cls: 4.0136, loss: 4.0136, grad_norm: 0.9651 2020-10-04 20:03:27,202 - mmaction - INFO - Epoch [32][1020/1413] lr: 5.786e-01, eta: 3 days, 16:26:11, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2139, top5_acc: 0.4301, loss_cls: 3.9735, loss: 3.9735, grad_norm: 0.9531 2020-10-04 20:03:46,934 - mmaction - INFO - Epoch [32][1040/1413] lr: 5.786e-01, eta: 3 days, 16:25:49, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2051, top5_acc: 0.4251, loss_cls: 4.0048, loss: 4.0048, grad_norm: 0.9593 2020-10-04 20:04:06,615 - mmaction - INFO - Epoch [32][1060/1413] lr: 5.786e-01, eta: 3 days, 16:25:26, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2049, top5_acc: 0.4258, loss_cls: 3.9810, loss: 3.9810, grad_norm: 0.9615 2020-10-04 20:04:26,256 - mmaction - INFO - Epoch [32][1080/1413] lr: 5.786e-01, eta: 3 days, 16:25:02, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2214, top5_acc: 0.4357, loss_cls: 3.9666, loss: 3.9666, grad_norm: 0.9620 2020-10-04 20:04:45,971 - mmaction - INFO - Epoch [32][1100/1413] lr: 5.786e-01, eta: 3 days, 16:24:40, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2143, top5_acc: 0.4421, loss_cls: 3.9524, loss: 3.9524, grad_norm: 0.9547 2020-10-04 20:05:05,563 - mmaction - INFO - Epoch [32][1120/1413] lr: 5.786e-01, eta: 3 days, 16:24:16, time: 0.980, data_time: 0.001, memory: 8478, top1_acc: 0.2049, top5_acc: 0.4240, loss_cls: 3.9979, loss: 3.9979, grad_norm: 0.9630 2020-10-04 20:05:25,201 - mmaction - INFO - Epoch [32][1140/1413] lr: 5.786e-01, eta: 3 days, 16:23:53, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2137, top5_acc: 0.4257, loss_cls: 4.0027, loss: 4.0027, grad_norm: 0.9690 2020-10-04 20:05:44,852 - mmaction - INFO - Epoch [32][1160/1413] lr: 5.786e-01, eta: 3 days, 16:23:30, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2165, top5_acc: 0.4379, loss_cls: 3.9687, loss: 3.9687, grad_norm: 0.9509 2020-10-04 20:06:04,520 - mmaction - INFO - Epoch [32][1180/1413] lr: 5.786e-01, eta: 3 days, 16:23:06, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2130, top5_acc: 0.4372, loss_cls: 3.9471, loss: 3.9471, grad_norm: 0.9748 2020-10-04 20:06:24,108 - mmaction - INFO - Epoch [32][1200/1413] lr: 5.786e-01, eta: 3 days, 16:22:43, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2188, top5_acc: 0.4310, loss_cls: 3.9519, loss: 3.9519, grad_norm: 0.9523 2020-10-04 20:06:43,694 - mmaction - INFO - Epoch [32][1220/1413] lr: 5.786e-01, eta: 3 days, 16:22:19, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2113, top5_acc: 0.4249, loss_cls: 4.0122, loss: 4.0122, grad_norm: 0.9611 2020-10-04 20:07:03,471 - mmaction - INFO - Epoch [32][1240/1413] lr: 5.786e-01, eta: 3 days, 16:21:57, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2047, top5_acc: 0.4257, loss_cls: 4.0179, loss: 4.0179, grad_norm: 0.9650 2020-10-04 20:07:23,025 - mmaction - INFO - Epoch [32][1260/1413] lr: 5.786e-01, eta: 3 days, 16:21:33, time: 0.979, data_time: 0.003, memory: 8478, top1_acc: 0.2122, top5_acc: 0.4311, loss_cls: 3.9935, loss: 3.9935, grad_norm: 0.9778 2020-10-04 20:07:42,809 - mmaction - INFO - Epoch [32][1280/1413] lr: 5.786e-01, eta: 3 days, 16:21:11, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2098, top5_acc: 0.4271, loss_cls: 3.9873, loss: 3.9873, grad_norm: 0.9646 2020-10-04 20:08:02,458 - mmaction - INFO - Epoch [32][1300/1413] lr: 5.786e-01, eta: 3 days, 16:20:48, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2031, top5_acc: 0.4327, loss_cls: 4.0223, loss: 4.0223, grad_norm: 0.9807 2020-10-04 20:08:22,133 - mmaction - INFO - Epoch [32][1320/1413] lr: 5.786e-01, eta: 3 days, 16:20:25, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2177, top5_acc: 0.4432, loss_cls: 3.9439, loss: 3.9439, grad_norm: 0.9572 2020-10-04 20:08:41,833 - mmaction - INFO - Epoch [32][1340/1413] lr: 5.786e-01, eta: 3 days, 16:20:02, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2173, top5_acc: 0.4332, loss_cls: 3.9502, loss: 3.9502, grad_norm: 0.9649 2020-10-04 20:09:01,506 - mmaction - INFO - Epoch [32][1360/1413] lr: 5.786e-01, eta: 3 days, 16:19:39, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2181, top5_acc: 0.4316, loss_cls: 3.9757, loss: 3.9757, grad_norm: 0.9758 2020-10-04 20:09:21,226 - mmaction - INFO - Epoch [32][1380/1413] lr: 5.786e-01, eta: 3 days, 16:19:16, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2130, top5_acc: 0.4312, loss_cls: 3.9920, loss: 3.9920, grad_norm: 0.9593 2020-10-04 20:09:40,938 - mmaction - INFO - Epoch [32][1400/1413] lr: 5.786e-01, eta: 3 days, 16:18:53, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2064, top5_acc: 0.4211, loss_cls: 4.0100, loss: 4.0100, grad_norm: 0.9633 2020-10-04 20:09:55,345 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-10-04 20:11:22,592 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-04 20:11:25,124 - mmaction - INFO - top1_acc 0.2170 top5_acc 0.4408 2020-10-04 20:11:25,124 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-04 20:11:25,244 - mmaction - INFO - mean_acc 0.2169 2020-10-04 20:11:25,244 - mmaction - INFO - Now best checkpoint is epoch_32.pth 2020-10-04 20:11:25,264 - mmaction - INFO - Epoch(val) [32][1413] top1_acc: 0.2170, top5_acc: 0.4408, mean_class_accuracy: 0.2169 2020-10-04 20:12:10,971 - mmaction - INFO - Epoch [33][20/1413] lr: 5.772e-01, eta: 3 days, 16:19:48, time: 2.284, data_time: 1.236, memory: 8478, top1_acc: 0.2138, top5_acc: 0.4372, loss_cls: 3.9589, loss: 3.9589, grad_norm: 0.9753 2020-10-04 20:12:30,253 - mmaction - INFO - Epoch [33][40/1413] lr: 5.772e-01, eta: 3 days, 16:19:22, time: 0.965, data_time: 0.002, memory: 8478, top1_acc: 0.2163, top5_acc: 0.4406, loss_cls: 3.9315, loss: 3.9315, grad_norm: 0.9480 2020-10-04 20:12:49,756 - mmaction - INFO - Epoch [33][60/1413] lr: 5.772e-01, eta: 3 days, 16:18:58, time: 0.974, data_time: 0.002, memory: 8478, top1_acc: 0.2148, top5_acc: 0.4398, loss_cls: 3.9347, loss: 3.9347, grad_norm: 0.9832 2020-10-04 20:13:09,389 - mmaction - INFO - Epoch [33][80/1413] lr: 5.772e-01, eta: 3 days, 16:18:35, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2167, top5_acc: 0.4375, loss_cls: 3.9617, loss: 3.9617, grad_norm: 0.9757 2020-10-04 20:13:29,013 - mmaction - INFO - Epoch [33][100/1413] lr: 5.772e-01, eta: 3 days, 16:18:11, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2086, top5_acc: 0.4328, loss_cls: 3.9753, loss: 3.9753, grad_norm: 0.9703 2020-10-04 20:13:48,701 - mmaction - INFO - Epoch [33][120/1413] lr: 5.772e-01, eta: 3 days, 16:17:48, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2176, top5_acc: 0.4418, loss_cls: 3.9351, loss: 3.9351, grad_norm: 0.9677 2020-10-04 20:14:08,425 - mmaction - INFO - Epoch [33][140/1413] lr: 5.772e-01, eta: 3 days, 16:17:26, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2143, top5_acc: 0.4421, loss_cls: 3.9215, loss: 3.9215, grad_norm: 0.9718 2020-10-04 20:14:28,255 - mmaction - INFO - Epoch [33][160/1413] lr: 5.772e-01, eta: 3 days, 16:17:04, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2102, top5_acc: 0.4285, loss_cls: 3.9980, loss: 3.9980, grad_norm: 0.9657 2020-10-04 20:14:47,962 - mmaction - INFO - Epoch [33][180/1413] lr: 5.772e-01, eta: 3 days, 16:16:41, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2122, top5_acc: 0.4350, loss_cls: 3.9609, loss: 3.9609, grad_norm: 0.9729 2020-10-04 20:15:07,612 - mmaction - INFO - Epoch [33][200/1413] lr: 5.772e-01, eta: 3 days, 16:16:18, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2154, top5_acc: 0.4354, loss_cls: 3.9546, loss: 3.9546, grad_norm: 0.9571 2020-10-04 20:15:27,206 - mmaction - INFO - Epoch [33][220/1413] lr: 5.772e-01, eta: 3 days, 16:15:54, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2124, top5_acc: 0.4344, loss_cls: 3.9821, loss: 3.9821, grad_norm: 0.9685 2020-10-04 20:15:46,908 - mmaction - INFO - Epoch [33][240/1413] lr: 5.772e-01, eta: 3 days, 16:15:31, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2115, top5_acc: 0.4371, loss_cls: 3.9721, loss: 3.9721, grad_norm: 0.9595 2020-10-04 20:16:06,678 - mmaction - INFO - Epoch [33][260/1413] lr: 5.772e-01, eta: 3 days, 16:15:09, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2068, top5_acc: 0.4349, loss_cls: 3.9808, loss: 3.9808, grad_norm: 0.9643 2020-10-04 20:16:26,369 - mmaction - INFO - Epoch [33][280/1413] lr: 5.772e-01, eta: 3 days, 16:14:46, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2160, top5_acc: 0.4393, loss_cls: 3.9601, loss: 3.9601, grad_norm: 0.9681 2020-10-04 20:16:46,133 - mmaction - INFO - Epoch [33][300/1413] lr: 5.772e-01, eta: 3 days, 16:14:24, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2165, top5_acc: 0.4379, loss_cls: 3.9612, loss: 3.9612, grad_norm: 0.9576 2020-10-04 20:17:05,820 - mmaction - INFO - Epoch [33][320/1413] lr: 5.772e-01, eta: 3 days, 16:14:01, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2060, top5_acc: 0.4255, loss_cls: 4.0153, loss: 4.0153, grad_norm: 0.9640 2020-10-04 20:17:25,553 - mmaction - INFO - Epoch [33][340/1413] lr: 5.772e-01, eta: 3 days, 16:13:38, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2184, top5_acc: 0.4405, loss_cls: 3.9434, loss: 3.9434, grad_norm: 0.9640 2020-10-04 20:17:45,310 - mmaction - INFO - Epoch [33][360/1413] lr: 5.772e-01, eta: 3 days, 16:13:16, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2128, top5_acc: 0.4279, loss_cls: 3.9825, loss: 3.9825, grad_norm: 0.9874 2020-10-04 20:18:05,032 - mmaction - INFO - Epoch [33][380/1413] lr: 5.772e-01, eta: 3 days, 16:12:53, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2047, top5_acc: 0.4232, loss_cls: 4.0253, loss: 4.0253, grad_norm: 0.9692 2020-10-04 20:18:24,705 - mmaction - INFO - Epoch [33][400/1413] lr: 5.772e-01, eta: 3 days, 16:12:30, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2094, top5_acc: 0.4302, loss_cls: 4.0079, loss: 4.0079, grad_norm: 0.9659 2020-10-04 20:18:44,481 - mmaction - INFO - Epoch [33][420/1413] lr: 5.772e-01, eta: 3 days, 16:12:08, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2132, top5_acc: 0.4290, loss_cls: 3.9922, loss: 3.9922, grad_norm: 0.9618 2020-10-04 20:19:04,188 - mmaction - INFO - Epoch [33][440/1413] lr: 5.772e-01, eta: 3 days, 16:11:45, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2121, top5_acc: 0.4366, loss_cls: 3.9531, loss: 3.9531, grad_norm: 0.9546 2020-10-04 20:19:23,895 - mmaction - INFO - Epoch [33][460/1413] lr: 5.772e-01, eta: 3 days, 16:11:23, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2260, top5_acc: 0.4497, loss_cls: 3.8997, loss: 3.8997, grad_norm: 0.9711 2020-10-04 20:19:43,584 - mmaction - INFO - Epoch [33][480/1413] lr: 5.772e-01, eta: 3 days, 16:11:00, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2143, top5_acc: 0.4341, loss_cls: 3.9693, loss: 3.9693, grad_norm: 0.9757 2020-10-04 20:20:03,373 - mmaction - INFO - Epoch [33][500/1413] lr: 5.772e-01, eta: 3 days, 16:10:38, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2158, top5_acc: 0.4392, loss_cls: 3.9360, loss: 3.9360, grad_norm: 0.9636 2020-10-04 20:20:23,065 - mmaction - INFO - Epoch [33][520/1413] lr: 5.772e-01, eta: 3 days, 16:10:15, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2211, top5_acc: 0.4413, loss_cls: 3.9398, loss: 3.9398, grad_norm: 0.9756 2020-10-04 20:20:42,658 - mmaction - INFO - Epoch [33][540/1413] lr: 5.772e-01, eta: 3 days, 16:09:51, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2197, top5_acc: 0.4385, loss_cls: 3.9240, loss: 3.9240, grad_norm: 0.9613 2020-10-04 20:21:02,357 - mmaction - INFO - Epoch [33][560/1413] lr: 5.772e-01, eta: 3 days, 16:09:28, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2184, top5_acc: 0.4404, loss_cls: 3.9284, loss: 3.9284, grad_norm: 0.9566 2020-10-04 20:21:22,039 - mmaction - INFO - Epoch [33][580/1413] lr: 5.772e-01, eta: 3 days, 16:09:05, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2120, top5_acc: 0.4281, loss_cls: 4.0011, loss: 4.0011, grad_norm: 0.9563 2020-10-04 20:21:41,688 - mmaction - INFO - Epoch [33][600/1413] lr: 5.772e-01, eta: 3 days, 16:08:42, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2195, top5_acc: 0.4323, loss_cls: 3.9602, loss: 3.9602, grad_norm: 0.9621 2020-10-04 20:22:01,502 - mmaction - INFO - Epoch [33][620/1413] lr: 5.772e-01, eta: 3 days, 16:08:20, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2181, top5_acc: 0.4355, loss_cls: 3.9659, loss: 3.9659, grad_norm: 0.9540 2020-10-04 20:22:21,228 - mmaction - INFO - Epoch [33][640/1413] lr: 5.772e-01, eta: 3 days, 16:07:58, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2145, top5_acc: 0.4393, loss_cls: 3.9388, loss: 3.9388, grad_norm: 0.9619 2020-10-04 20:22:40,896 - mmaction - INFO - Epoch [33][660/1413] lr: 5.772e-01, eta: 3 days, 16:07:35, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2130, top5_acc: 0.4313, loss_cls: 3.9621, loss: 3.9621, grad_norm: 0.9671 2020-10-04 20:23:00,522 - mmaction - INFO - Epoch [33][680/1413] lr: 5.772e-01, eta: 3 days, 16:07:11, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2124, top5_acc: 0.4322, loss_cls: 3.9856, loss: 3.9856, grad_norm: 0.9659 2020-10-04 20:23:20,104 - mmaction - INFO - Epoch [33][700/1413] lr: 5.772e-01, eta: 3 days, 16:06:48, time: 0.978, data_time: 0.002, memory: 8478, top1_acc: 0.2143, top5_acc: 0.4298, loss_cls: 3.9919, loss: 3.9919, grad_norm: 0.9526 2020-10-04 20:23:39,794 - mmaction - INFO - Epoch [33][720/1413] lr: 5.772e-01, eta: 3 days, 16:06:25, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2118, top5_acc: 0.4279, loss_cls: 3.9999, loss: 3.9999, grad_norm: 0.9765 2020-10-04 20:23:59,431 - mmaction - INFO - Epoch [33][740/1413] lr: 5.772e-01, eta: 3 days, 16:06:02, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2167, top5_acc: 0.4318, loss_cls: 3.9520, loss: 3.9520, grad_norm: 0.9573 2020-10-04 20:24:19,216 - mmaction - INFO - Epoch [33][760/1413] lr: 5.772e-01, eta: 3 days, 16:05:40, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2201, top5_acc: 0.4426, loss_cls: 3.9158, loss: 3.9158, grad_norm: 0.9536 2020-10-04 20:24:38,983 - mmaction - INFO - Epoch [33][780/1413] lr: 5.772e-01, eta: 3 days, 16:05:17, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2095, top5_acc: 0.4306, loss_cls: 3.9893, loss: 3.9893, grad_norm: 0.9694 2020-10-04 20:24:58,672 - mmaction - INFO - Epoch [33][800/1413] lr: 5.772e-01, eta: 3 days, 16:04:55, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2207, top5_acc: 0.4405, loss_cls: 3.9060, loss: 3.9060, grad_norm: 0.9628 2020-10-04 20:25:18,376 - mmaction - INFO - Epoch [33][820/1413] lr: 5.772e-01, eta: 3 days, 16:04:32, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2212, top5_acc: 0.4370, loss_cls: 3.9512, loss: 3.9512, grad_norm: 0.9711 2020-10-04 20:25:38,103 - mmaction - INFO - Epoch [33][840/1413] lr: 5.772e-01, eta: 3 days, 16:04:09, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2173, top5_acc: 0.4370, loss_cls: 3.9537, loss: 3.9537, grad_norm: 0.9603 2020-10-04 20:25:57,801 - mmaction - INFO - Epoch [33][860/1413] lr: 5.772e-01, eta: 3 days, 16:03:46, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2126, top5_acc: 0.4379, loss_cls: 3.9645, loss: 3.9645, grad_norm: 0.9836 2020-10-04 20:26:17,432 - mmaction - INFO - Epoch [33][880/1413] lr: 5.772e-01, eta: 3 days, 16:03:23, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2125, top5_acc: 0.4254, loss_cls: 4.0027, loss: 4.0027, grad_norm: 0.9594 2020-10-04 20:26:37,006 - mmaction - INFO - Epoch [33][900/1413] lr: 5.772e-01, eta: 3 days, 16:03:00, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2066, top5_acc: 0.4288, loss_cls: 3.9920, loss: 3.9920, grad_norm: 0.9654 2020-10-04 20:26:56,618 - mmaction - INFO - Epoch [33][920/1413] lr: 5.772e-01, eta: 3 days, 16:02:36, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2163, top5_acc: 0.4240, loss_cls: 3.9893, loss: 3.9893, grad_norm: 0.9533 2020-10-04 20:27:16,206 - mmaction - INFO - Epoch [33][940/1413] lr: 5.772e-01, eta: 3 days, 16:02:13, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2142, top5_acc: 0.4262, loss_cls: 3.9832, loss: 3.9832, grad_norm: 0.9679 2020-10-04 20:27:35,957 - mmaction - INFO - Epoch [33][960/1413] lr: 5.772e-01, eta: 3 days, 16:01:50, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2202, top5_acc: 0.4427, loss_cls: 3.9382, loss: 3.9382, grad_norm: 0.9655 2020-10-04 20:27:55,698 - mmaction - INFO - Epoch [33][980/1413] lr: 5.772e-01, eta: 3 days, 16:01:28, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2141, top5_acc: 0.4371, loss_cls: 3.9575, loss: 3.9575, grad_norm: 0.9699 2020-10-04 20:28:15,431 - mmaction - INFO - Epoch [33][1000/1413] lr: 5.772e-01, eta: 3 days, 16:01:06, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2036, top5_acc: 0.4227, loss_cls: 4.0361, loss: 4.0361, grad_norm: 0.9595 2020-10-04 20:28:35,069 - mmaction - INFO - Epoch [33][1020/1413] lr: 5.772e-01, eta: 3 days, 16:00:42, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.2180, top5_acc: 0.4396, loss_cls: 3.9156, loss: 3.9156, grad_norm: 0.9496 2020-10-04 20:28:54,869 - mmaction - INFO - Epoch [33][1040/1413] lr: 5.772e-01, eta: 3 days, 16:00:20, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2105, top5_acc: 0.4290, loss_cls: 3.9942, loss: 3.9942, grad_norm: 0.9651 2020-10-04 20:29:14,692 - mmaction - INFO - Epoch [33][1060/1413] lr: 5.772e-01, eta: 3 days, 15:59:59, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2159, top5_acc: 0.4310, loss_cls: 3.9647, loss: 3.9647, grad_norm: 0.9611 2020-10-04 20:29:34,412 - mmaction - INFO - Epoch [33][1080/1413] lr: 5.772e-01, eta: 3 days, 15:59:36, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2085, top5_acc: 0.4359, loss_cls: 3.9717, loss: 3.9717, grad_norm: 0.9758 2020-10-04 20:29:54,206 - mmaction - INFO - Epoch [33][1100/1413] lr: 5.772e-01, eta: 3 days, 15:59:14, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2158, top5_acc: 0.4383, loss_cls: 3.9508, loss: 3.9508, grad_norm: 0.9554 2020-10-04 20:30:14,926 - mmaction - INFO - Epoch [33][1120/1413] lr: 5.772e-01, eta: 3 days, 15:58:58, time: 1.036, data_time: 0.002, memory: 8478, top1_acc: 0.2132, top5_acc: 0.4303, loss_cls: 3.9884, loss: 3.9884, grad_norm: 0.9709 2020-10-04 20:30:34,508 - mmaction - INFO - Epoch [33][1140/1413] lr: 5.772e-01, eta: 3 days, 15:58:35, time: 0.980, data_time: 0.003, memory: 8478, top1_acc: 0.2121, top5_acc: 0.4320, loss_cls: 3.9887, loss: 3.9887, grad_norm: 0.9547 2020-10-04 20:30:54,210 - mmaction - INFO - Epoch [33][1160/1413] lr: 5.772e-01, eta: 3 days, 15:58:12, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2206, top5_acc: 0.4444, loss_cls: 3.9175, loss: 3.9175, grad_norm: 0.9609 2020-10-04 20:31:13,842 - mmaction - INFO - Epoch [33][1180/1413] lr: 5.772e-01, eta: 3 days, 15:57:49, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.2089, top5_acc: 0.4341, loss_cls: 3.9789, loss: 3.9789, grad_norm: 0.9576 2020-10-04 20:31:33,444 - mmaction - INFO - Epoch [33][1200/1413] lr: 5.772e-01, eta: 3 days, 15:57:25, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2141, top5_acc: 0.4238, loss_cls: 3.9930, loss: 3.9930, grad_norm: 0.9670 2020-10-04 20:31:53,201 - mmaction - INFO - Epoch [33][1220/1413] lr: 5.772e-01, eta: 3 days, 15:57:03, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4363, loss_cls: 3.9717, loss: 3.9717, grad_norm: 0.9727 2020-10-04 20:32:12,971 - mmaction - INFO - Epoch [33][1240/1413] lr: 5.772e-01, eta: 3 days, 15:56:41, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2206, top5_acc: 0.4400, loss_cls: 3.9278, loss: 3.9278, grad_norm: 0.9657 2020-10-04 20:32:32,682 - mmaction - INFO - Epoch [33][1260/1413] lr: 5.772e-01, eta: 3 days, 15:56:18, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2103, top5_acc: 0.4312, loss_cls: 3.9753, loss: 3.9753, grad_norm: 0.9647 2020-10-04 20:32:52,432 - mmaction - INFO - Epoch [33][1280/1413] lr: 5.772e-01, eta: 3 days, 15:55:56, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2193, top5_acc: 0.4352, loss_cls: 3.9780, loss: 3.9780, grad_norm: 0.9707 2020-10-04 20:33:12,230 - mmaction - INFO - Epoch [33][1300/1413] lr: 5.772e-01, eta: 3 days, 15:55:34, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2120, top5_acc: 0.4375, loss_cls: 3.9583, loss: 3.9583, grad_norm: 0.9552 2020-10-04 20:33:32,018 - mmaction - INFO - Epoch [33][1320/1413] lr: 5.772e-01, eta: 3 days, 15:55:12, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2152, top5_acc: 0.4363, loss_cls: 3.9747, loss: 3.9747, grad_norm: 0.9672 2020-10-04 20:33:51,718 - mmaction - INFO - Epoch [33][1340/1413] lr: 5.772e-01, eta: 3 days, 15:54:49, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2108, top5_acc: 0.4312, loss_cls: 3.9678, loss: 3.9678, grad_norm: 0.9526 2020-10-04 20:34:11,466 - mmaction - INFO - Epoch [33][1360/1413] lr: 5.772e-01, eta: 3 days, 15:54:27, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2068, top5_acc: 0.4331, loss_cls: 3.9665, loss: 3.9665, grad_norm: 0.9918 2020-10-04 20:34:31,197 - mmaction - INFO - Epoch [33][1380/1413] lr: 5.772e-01, eta: 3 days, 15:54:04, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2137, top5_acc: 0.4257, loss_cls: 4.0067, loss: 4.0067, grad_norm: 0.9590 2020-10-04 20:34:51,000 - mmaction - INFO - Epoch [33][1400/1413] lr: 5.772e-01, eta: 3 days, 15:53:42, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2077, top5_acc: 0.4238, loss_cls: 4.0009, loss: 4.0009, grad_norm: 0.9575 2020-10-04 20:35:54,604 - mmaction - INFO - Epoch [34][20/1413] lr: 5.757e-01, eta: 3 days, 15:55:06, time: 2.519, data_time: 1.483, memory: 8478, top1_acc: 0.2096, top5_acc: 0.4266, loss_cls: 4.0055, loss: 4.0055, grad_norm: 0.9743 2020-10-04 20:36:13,978 - mmaction - INFO - Epoch [34][40/1413] lr: 5.757e-01, eta: 3 days, 15:54:41, time: 0.969, data_time: 0.002, memory: 8478, top1_acc: 0.2160, top5_acc: 0.4277, loss_cls: 3.9816, loss: 3.9816, grad_norm: 0.9529 2020-10-04 20:36:33,585 - mmaction - INFO - Epoch [34][60/1413] lr: 5.757e-01, eta: 3 days, 15:54:17, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2227, top5_acc: 0.4392, loss_cls: 3.9473, loss: 3.9473, grad_norm: 0.9512 2020-10-04 20:36:53,279 - mmaction - INFO - Epoch [34][80/1413] lr: 5.757e-01, eta: 3 days, 15:53:54, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2225, top5_acc: 0.4475, loss_cls: 3.9135, loss: 3.9135, grad_norm: 0.9628 2020-10-04 20:37:13,021 - mmaction - INFO - Epoch [34][100/1413] lr: 5.757e-01, eta: 3 days, 15:53:32, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2158, top5_acc: 0.4345, loss_cls: 3.9696, loss: 3.9696, grad_norm: 0.9549 2020-10-04 20:37:32,779 - mmaction - INFO - Epoch [34][120/1413] lr: 5.757e-01, eta: 3 days, 15:53:10, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2245, top5_acc: 0.4397, loss_cls: 3.9204, loss: 3.9204, grad_norm: 0.9661 2020-10-04 20:37:52,482 - mmaction - INFO - Epoch [34][140/1413] lr: 5.757e-01, eta: 3 days, 15:52:47, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2194, top5_acc: 0.4415, loss_cls: 3.9070, loss: 3.9070, grad_norm: 0.9728 2020-10-04 20:38:12,210 - mmaction - INFO - Epoch [34][160/1413] lr: 5.757e-01, eta: 3 days, 15:52:24, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2191, top5_acc: 0.4332, loss_cls: 3.9488, loss: 3.9488, grad_norm: 0.9630 2020-10-04 20:38:31,924 - mmaction - INFO - Epoch [34][180/1413] lr: 5.757e-01, eta: 3 days, 15:52:02, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2086, top5_acc: 0.4247, loss_cls: 3.9995, loss: 3.9995, grad_norm: 0.9955 2020-10-04 20:38:51,701 - mmaction - INFO - Epoch [34][200/1413] lr: 5.757e-01, eta: 3 days, 15:51:40, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2151, top5_acc: 0.4438, loss_cls: 3.9344, loss: 3.9344, grad_norm: 0.9733 2020-10-04 20:39:11,457 - mmaction - INFO - Epoch [34][220/1413] lr: 5.757e-01, eta: 3 days, 15:51:17, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2164, top5_acc: 0.4358, loss_cls: 3.9568, loss: 3.9568, grad_norm: 0.9703 2020-10-04 20:39:31,274 - mmaction - INFO - Epoch [34][240/1413] lr: 5.757e-01, eta: 3 days, 15:50:55, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2159, top5_acc: 0.4331, loss_cls: 3.9915, loss: 3.9915, grad_norm: 0.9570 2020-10-04 20:39:51,075 - mmaction - INFO - Epoch [34][260/1413] lr: 5.757e-01, eta: 3 days, 15:50:33, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2132, top5_acc: 0.4397, loss_cls: 3.9382, loss: 3.9382, grad_norm: 0.9729 2020-10-04 20:40:10,846 - mmaction - INFO - Epoch [34][280/1413] lr: 5.757e-01, eta: 3 days, 15:50:11, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2194, top5_acc: 0.4400, loss_cls: 3.9546, loss: 3.9546, grad_norm: 0.9707 2020-10-04 20:40:30,537 - mmaction - INFO - Epoch [34][300/1413] lr: 5.757e-01, eta: 3 days, 15:49:48, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2138, top5_acc: 0.4395, loss_cls: 3.9528, loss: 3.9528, grad_norm: 0.9586 2020-10-04 20:40:50,234 - mmaction - INFO - Epoch [34][320/1413] lr: 5.757e-01, eta: 3 days, 15:49:26, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2165, top5_acc: 0.4314, loss_cls: 3.9758, loss: 3.9758, grad_norm: 0.9546 2020-10-04 20:41:09,957 - mmaction - INFO - Epoch [34][340/1413] lr: 5.757e-01, eta: 3 days, 15:49:03, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2112, top5_acc: 0.4307, loss_cls: 3.9733, loss: 3.9733, grad_norm: 0.9788 2020-10-04 20:41:29,667 - mmaction - INFO - Epoch [34][360/1413] lr: 5.757e-01, eta: 3 days, 15:48:40, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2152, top5_acc: 0.4396, loss_cls: 3.9263, loss: 3.9263, grad_norm: 0.9575 2020-10-04 20:41:49,394 - mmaction - INFO - Epoch [34][380/1413] lr: 5.757e-01, eta: 3 days, 15:48:18, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2190, top5_acc: 0.4379, loss_cls: 3.9078, loss: 3.9078, grad_norm: 0.9545 2020-10-04 20:42:09,074 - mmaction - INFO - Epoch [34][400/1413] lr: 5.757e-01, eta: 3 days, 15:47:55, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2139, top5_acc: 0.4383, loss_cls: 3.9611, loss: 3.9611, grad_norm: 0.9708 2020-10-04 20:42:28,792 - mmaction - INFO - Epoch [34][420/1413] lr: 5.757e-01, eta: 3 days, 15:47:33, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2155, top5_acc: 0.4348, loss_cls: 3.9645, loss: 3.9645, grad_norm: 0.9631 2020-10-04 20:42:48,436 - mmaction - INFO - Epoch [34][440/1413] lr: 5.757e-01, eta: 3 days, 15:47:10, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2173, top5_acc: 0.4370, loss_cls: 3.9584, loss: 3.9584, grad_norm: 0.9745 2020-10-04 20:43:08,196 - mmaction - INFO - Epoch [34][460/1413] lr: 5.757e-01, eta: 3 days, 15:46:47, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2150, top5_acc: 0.4294, loss_cls: 3.9487, loss: 3.9487, grad_norm: 0.9590 2020-10-04 20:43:27,830 - mmaction - INFO - Epoch [34][480/1413] lr: 5.757e-01, eta: 3 days, 15:46:24, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.2159, top5_acc: 0.4402, loss_cls: 3.9527, loss: 3.9527, grad_norm: 0.9738 2020-10-04 20:43:47,531 - mmaction - INFO - Epoch [34][500/1413] lr: 5.757e-01, eta: 3 days, 15:46:02, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2077, top5_acc: 0.4255, loss_cls: 3.9917, loss: 3.9917, grad_norm: 0.9751 2020-10-04 20:44:07,232 - mmaction - INFO - Epoch [34][520/1413] lr: 5.757e-01, eta: 3 days, 15:45:39, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2137, top5_acc: 0.4302, loss_cls: 3.9693, loss: 3.9693, grad_norm: 0.9848 2020-10-04 20:44:26,883 - mmaction - INFO - Epoch [34][540/1413] lr: 5.757e-01, eta: 3 days, 15:45:16, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2108, top5_acc: 0.4249, loss_cls: 3.9846, loss: 3.9846, grad_norm: 0.9596 2020-10-04 20:44:46,650 - mmaction - INFO - Epoch [34][560/1413] lr: 5.757e-01, eta: 3 days, 15:44:54, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2098, top5_acc: 0.4251, loss_cls: 4.0311, loss: 4.0311, grad_norm: 0.9524 2020-10-04 20:45:06,345 - mmaction - INFO - Epoch [34][580/1413] lr: 5.757e-01, eta: 3 days, 15:44:31, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2171, top5_acc: 0.4320, loss_cls: 3.9385, loss: 3.9385, grad_norm: 0.9728 2020-10-04 20:45:26,122 - mmaction - INFO - Epoch [34][600/1413] lr: 5.757e-01, eta: 3 days, 15:44:09, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2193, top5_acc: 0.4393, loss_cls: 3.9219, loss: 3.9219, grad_norm: 0.9622 2020-10-04 20:45:45,924 - mmaction - INFO - Epoch [34][620/1413] lr: 5.757e-01, eta: 3 days, 15:43:47, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4333, loss_cls: 3.9590, loss: 3.9590, grad_norm: 0.9737 2020-10-04 20:46:05,680 - mmaction - INFO - Epoch [34][640/1413] lr: 5.757e-01, eta: 3 days, 15:43:25, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2172, top5_acc: 0.4319, loss_cls: 3.9778, loss: 3.9778, grad_norm: 0.9863 2020-10-04 20:46:25,367 - mmaction - INFO - Epoch [34][660/1413] lr: 5.757e-01, eta: 3 days, 15:43:02, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2154, top5_acc: 0.4285, loss_cls: 3.9921, loss: 3.9921, grad_norm: 0.9643 2020-10-04 20:46:45,186 - mmaction - INFO - Epoch [34][680/1413] lr: 5.757e-01, eta: 3 days, 15:42:40, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2033, top5_acc: 0.4186, loss_cls: 4.0485, loss: 4.0485, grad_norm: 0.9644 2020-10-04 20:47:04,931 - mmaction - INFO - Epoch [34][700/1413] lr: 5.757e-01, eta: 3 days, 15:42:18, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2180, top5_acc: 0.4306, loss_cls: 3.9574, loss: 3.9574, grad_norm: 0.9531 2020-10-04 20:47:24,675 - mmaction - INFO - Epoch [34][720/1413] lr: 5.757e-01, eta: 3 days, 15:41:55, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2087, top5_acc: 0.4319, loss_cls: 4.0050, loss: 4.0050, grad_norm: 0.9646 2020-10-04 20:47:44,343 - mmaction - INFO - Epoch [34][740/1413] lr: 5.757e-01, eta: 3 days, 15:41:33, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2194, top5_acc: 0.4326, loss_cls: 3.9710, loss: 3.9710, grad_norm: 0.9653 2020-10-04 20:48:03,972 - mmaction - INFO - Epoch [34][760/1413] lr: 5.757e-01, eta: 3 days, 15:41:09, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2181, top5_acc: 0.4417, loss_cls: 3.9613, loss: 3.9613, grad_norm: 0.9611 2020-10-04 20:48:23,619 - mmaction - INFO - Epoch [34][780/1413] lr: 5.757e-01, eta: 3 days, 15:40:46, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2212, top5_acc: 0.4333, loss_cls: 3.9765, loss: 3.9765, grad_norm: 0.9671 2020-10-04 20:48:43,349 - mmaction - INFO - Epoch [34][800/1413] lr: 5.757e-01, eta: 3 days, 15:40:24, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2202, top5_acc: 0.4483, loss_cls: 3.9126, loss: 3.9126, grad_norm: 0.9646 2020-10-04 20:49:03,007 - mmaction - INFO - Epoch [34][820/1413] lr: 5.757e-01, eta: 3 days, 15:40:01, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2208, top5_acc: 0.4391, loss_cls: 3.9392, loss: 3.9392, grad_norm: 0.9612 2020-10-04 20:49:22,764 - mmaction - INFO - Epoch [34][840/1413] lr: 5.757e-01, eta: 3 days, 15:39:39, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2142, top5_acc: 0.4284, loss_cls: 3.9900, loss: 3.9900, grad_norm: 0.9768 2020-10-04 20:49:42,521 - mmaction - INFO - Epoch [34][860/1413] lr: 5.757e-01, eta: 3 days, 15:39:16, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2172, top5_acc: 0.4328, loss_cls: 3.9768, loss: 3.9768, grad_norm: 0.9717 2020-10-04 20:50:02,256 - mmaction - INFO - Epoch [34][880/1413] lr: 5.757e-01, eta: 3 days, 15:38:54, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2186, top5_acc: 0.4384, loss_cls: 3.9666, loss: 3.9666, grad_norm: 0.9622 2020-10-04 20:50:21,973 - mmaction - INFO - Epoch [34][900/1413] lr: 5.757e-01, eta: 3 days, 15:38:32, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2130, top5_acc: 0.4363, loss_cls: 3.9754, loss: 3.9754, grad_norm: 0.9734 2020-10-04 20:50:41,613 - mmaction - INFO - Epoch [34][920/1413] lr: 5.757e-01, eta: 3 days, 15:38:09, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2099, top5_acc: 0.4255, loss_cls: 3.9919, loss: 3.9919, grad_norm: 0.9577 2020-10-04 20:51:01,357 - mmaction - INFO - Epoch [34][940/1413] lr: 5.757e-01, eta: 3 days, 15:37:46, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2182, top5_acc: 0.4401, loss_cls: 3.9522, loss: 3.9522, grad_norm: 0.9650 2020-10-04 20:51:21,092 - mmaction - INFO - Epoch [34][960/1413] lr: 5.757e-01, eta: 3 days, 15:37:24, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2164, top5_acc: 0.4404, loss_cls: 3.9611, loss: 3.9611, grad_norm: 0.9687 2020-10-04 20:51:40,833 - mmaction - INFO - Epoch [34][980/1413] lr: 5.757e-01, eta: 3 days, 15:37:02, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2169, top5_acc: 0.4337, loss_cls: 3.9442, loss: 3.9442, grad_norm: 0.9636 2020-10-04 20:52:00,524 - mmaction - INFO - Epoch [34][1000/1413] lr: 5.757e-01, eta: 3 days, 15:36:39, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2120, top5_acc: 0.4350, loss_cls: 3.9963, loss: 3.9963, grad_norm: 0.9573 2020-10-04 20:52:20,164 - mmaction - INFO - Epoch [34][1020/1413] lr: 5.757e-01, eta: 3 days, 15:36:16, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2215, top5_acc: 0.4398, loss_cls: 3.9332, loss: 3.9332, grad_norm: 0.9706 2020-10-04 20:52:39,948 - mmaction - INFO - Epoch [34][1040/1413] lr: 5.757e-01, eta: 3 days, 15:35:54, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2173, top5_acc: 0.4319, loss_cls: 3.9623, loss: 3.9623, grad_norm: 0.9757 2020-10-04 20:52:59,699 - mmaction - INFO - Epoch [34][1060/1413] lr: 5.757e-01, eta: 3 days, 15:35:32, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2129, top5_acc: 0.4271, loss_cls: 3.9852, loss: 3.9852, grad_norm: 0.9615 2020-10-04 20:53:19,433 - mmaction - INFO - Epoch [34][1080/1413] lr: 5.757e-01, eta: 3 days, 15:35:09, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2064, top5_acc: 0.4259, loss_cls: 4.0132, loss: 4.0132, grad_norm: 0.9569 2020-10-04 20:53:39,204 - mmaction - INFO - Epoch [34][1100/1413] lr: 5.757e-01, eta: 3 days, 15:34:47, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2130, top5_acc: 0.4348, loss_cls: 3.9730, loss: 3.9730, grad_norm: 0.9904 2020-10-04 20:53:58,830 - mmaction - INFO - Epoch [34][1120/1413] lr: 5.757e-01, eta: 3 days, 15:34:24, time: 0.981, data_time: 0.003, memory: 8478, top1_acc: 0.2165, top5_acc: 0.4378, loss_cls: 3.9484, loss: 3.9484, grad_norm: 0.9658 2020-10-04 20:54:18,538 - mmaction - INFO - Epoch [34][1140/1413] lr: 5.757e-01, eta: 3 days, 15:34:01, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2020, top5_acc: 0.4236, loss_cls: 4.0277, loss: 4.0277, grad_norm: 0.9478 2020-10-04 20:54:38,208 - mmaction - INFO - Epoch [34][1160/1413] lr: 5.757e-01, eta: 3 days, 15:33:39, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2217, top5_acc: 0.4423, loss_cls: 3.9193, loss: 3.9193, grad_norm: 0.9411 2020-10-04 20:54:57,884 - mmaction - INFO - Epoch [34][1180/1413] lr: 5.757e-01, eta: 3 days, 15:33:16, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2070, top5_acc: 0.4288, loss_cls: 3.9899, loss: 3.9899, grad_norm: 0.9573 2020-10-04 20:55:17,596 - mmaction - INFO - Epoch [34][1200/1413] lr: 5.757e-01, eta: 3 days, 15:32:53, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2133, top5_acc: 0.4254, loss_cls: 3.9882, loss: 3.9882, grad_norm: 0.9513 2020-10-04 20:55:37,328 - mmaction - INFO - Epoch [34][1220/1413] lr: 5.757e-01, eta: 3 days, 15:32:31, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2163, top5_acc: 0.4327, loss_cls: 3.9862, loss: 3.9862, grad_norm: 0.9696 2020-10-04 20:55:57,093 - mmaction - INFO - Epoch [34][1240/1413] lr: 5.757e-01, eta: 3 days, 15:32:09, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2160, top5_acc: 0.4370, loss_cls: 3.9332, loss: 3.9332, grad_norm: 0.9695 2020-10-04 20:56:16,890 - mmaction - INFO - Epoch [34][1260/1413] lr: 5.757e-01, eta: 3 days, 15:31:47, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2125, top5_acc: 0.4268, loss_cls: 3.9706, loss: 3.9706, grad_norm: 0.9679 2020-10-04 20:56:36,467 - mmaction - INFO - Epoch [34][1280/1413] lr: 5.757e-01, eta: 3 days, 15:31:24, time: 0.978, data_time: 0.001, memory: 8478, top1_acc: 0.2107, top5_acc: 0.4298, loss_cls: 3.9819, loss: 3.9819, grad_norm: 0.9634 2020-10-04 20:56:56,213 - mmaction - INFO - Epoch [34][1300/1413] lr: 5.757e-01, eta: 3 days, 15:31:01, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2143, top5_acc: 0.4320, loss_cls: 3.9545, loss: 3.9545, grad_norm: 0.9565 2020-10-04 20:57:15,970 - mmaction - INFO - Epoch [34][1320/1413] lr: 5.757e-01, eta: 3 days, 15:30:39, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2158, top5_acc: 0.4312, loss_cls: 3.9837, loss: 3.9837, grad_norm: 0.9662 2020-10-04 20:57:35,676 - mmaction - INFO - Epoch [34][1340/1413] lr: 5.757e-01, eta: 3 days, 15:30:17, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2066, top5_acc: 0.4240, loss_cls: 4.0131, loss: 4.0131, grad_norm: 0.9787 2020-10-04 20:57:55,385 - mmaction - INFO - Epoch [34][1360/1413] lr: 5.757e-01, eta: 3 days, 15:29:54, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2134, top5_acc: 0.4370, loss_cls: 3.9524, loss: 3.9524, grad_norm: 0.9612 2020-10-04 20:58:15,115 - mmaction - INFO - Epoch [34][1380/1413] lr: 5.757e-01, eta: 3 days, 15:29:32, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2201, top5_acc: 0.4402, loss_cls: 3.9589, loss: 3.9589, grad_norm: 0.9753 2020-10-04 20:58:34,888 - mmaction - INFO - Epoch [34][1400/1413] lr: 5.757e-01, eta: 3 days, 15:29:10, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2109, top5_acc: 0.4323, loss_cls: 3.9580, loss: 3.9580, grad_norm: 0.9565 2020-10-04 20:59:39,210 - mmaction - INFO - Epoch [35][20/1413] lr: 5.743e-01, eta: 3 days, 15:30:34, time: 2.557, data_time: 1.554, memory: 8478, top1_acc: 0.2221, top5_acc: 0.4447, loss_cls: 3.9077, loss: 3.9077, grad_norm: 0.9497 2020-10-04 20:59:58,532 - mmaction - INFO - Epoch [35][40/1413] lr: 5.743e-01, eta: 3 days, 15:30:09, time: 0.967, data_time: 0.002, memory: 8478, top1_acc: 0.2251, top5_acc: 0.4352, loss_cls: 3.9519, loss: 3.9519, grad_norm: 0.9897 2020-10-04 21:00:20,504 - mmaction - INFO - Epoch [35][60/1413] lr: 5.743e-01, eta: 3 days, 15:30:01, time: 1.098, data_time: 0.001, memory: 8478, top1_acc: 0.2120, top5_acc: 0.4372, loss_cls: 3.9517, loss: 3.9517, grad_norm: 0.9697 2020-10-04 21:00:40,149 - mmaction - INFO - Epoch [35][80/1413] lr: 5.743e-01, eta: 3 days, 15:29:38, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2142, top5_acc: 0.4309, loss_cls: 3.9793, loss: 3.9793, grad_norm: 0.9658 2020-10-04 21:00:59,874 - mmaction - INFO - Epoch [35][100/1413] lr: 5.743e-01, eta: 3 days, 15:29:16, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2221, top5_acc: 0.4443, loss_cls: 3.9065, loss: 3.9065, grad_norm: 0.9752 2020-10-04 21:01:19,566 - mmaction - INFO - Epoch [35][120/1413] lr: 5.743e-01, eta: 3 days, 15:28:53, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2150, top5_acc: 0.4441, loss_cls: 3.9207, loss: 3.9207, grad_norm: 0.9698 2020-10-04 21:01:39,228 - mmaction - INFO - Epoch [35][140/1413] lr: 5.743e-01, eta: 3 days, 15:28:30, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2206, top5_acc: 0.4314, loss_cls: 3.9750, loss: 3.9750, grad_norm: 0.9767 2020-10-04 21:01:58,937 - mmaction - INFO - Epoch [35][160/1413] lr: 5.743e-01, eta: 3 days, 15:28:08, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2112, top5_acc: 0.4388, loss_cls: 3.9573, loss: 3.9573, grad_norm: 0.9780 2020-10-04 21:02:18,605 - mmaction - INFO - Epoch [35][180/1413] lr: 5.743e-01, eta: 3 days, 15:27:45, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2115, top5_acc: 0.4236, loss_cls: 4.0074, loss: 4.0074, grad_norm: 0.9580 2020-10-04 21:02:38,355 - mmaction - INFO - Epoch [35][200/1413] lr: 5.743e-01, eta: 3 days, 15:27:23, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2044, top5_acc: 0.4288, loss_cls: 3.9780, loss: 3.9780, grad_norm: 0.9681 2020-10-04 21:02:57,956 - mmaction - INFO - Epoch [35][220/1413] lr: 5.743e-01, eta: 3 days, 15:26:59, time: 0.980, data_time: 0.001, memory: 8478, top1_acc: 0.2146, top5_acc: 0.4365, loss_cls: 3.9665, loss: 3.9665, grad_norm: 0.9655 2020-10-04 21:03:17,638 - mmaction - INFO - Epoch [35][240/1413] lr: 5.743e-01, eta: 3 days, 15:26:37, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2142, top5_acc: 0.4312, loss_cls: 3.9617, loss: 3.9617, grad_norm: 0.9635 2020-10-04 21:03:37,273 - mmaction - INFO - Epoch [35][260/1413] lr: 5.743e-01, eta: 3 days, 15:26:14, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2164, top5_acc: 0.4262, loss_cls: 3.9911, loss: 3.9911, grad_norm: 0.9827 2020-10-04 21:03:56,915 - mmaction - INFO - Epoch [35][280/1413] lr: 5.743e-01, eta: 3 days, 15:25:51, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2139, top5_acc: 0.4371, loss_cls: 3.9408, loss: 3.9408, grad_norm: 0.9558 2020-10-04 21:04:16,604 - mmaction - INFO - Epoch [35][300/1413] lr: 5.743e-01, eta: 3 days, 15:25:28, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4355, loss_cls: 3.9587, loss: 3.9587, grad_norm: 0.9834 2020-10-04 21:04:36,307 - mmaction - INFO - Epoch [35][320/1413] lr: 5.743e-01, eta: 3 days, 15:25:05, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2124, top5_acc: 0.4345, loss_cls: 3.9781, loss: 3.9781, grad_norm: 0.9604 2020-10-04 21:04:56,074 - mmaction - INFO - Epoch [35][340/1413] lr: 5.743e-01, eta: 3 days, 15:24:43, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2138, top5_acc: 0.4383, loss_cls: 3.9342, loss: 3.9342, grad_norm: 0.9606 2020-10-04 21:05:15,816 - mmaction - INFO - Epoch [35][360/1413] lr: 5.743e-01, eta: 3 days, 15:24:21, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2046, top5_acc: 0.4237, loss_cls: 3.9978, loss: 3.9978, grad_norm: 0.9440 2020-10-04 21:05:35,503 - mmaction - INFO - Epoch [35][380/1413] lr: 5.743e-01, eta: 3 days, 15:23:58, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2210, top5_acc: 0.4428, loss_cls: 3.9400, loss: 3.9400, grad_norm: 0.9520 2020-10-04 21:05:55,160 - mmaction - INFO - Epoch [35][400/1413] lr: 5.743e-01, eta: 3 days, 15:23:35, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2087, top5_acc: 0.4346, loss_cls: 3.9391, loss: 3.9391, grad_norm: 0.9827 2020-10-04 21:06:14,859 - mmaction - INFO - Epoch [35][420/1413] lr: 5.743e-01, eta: 3 days, 15:23:13, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2211, top5_acc: 0.4414, loss_cls: 3.9254, loss: 3.9254, grad_norm: 0.9557 2020-10-04 21:06:34,567 - mmaction - INFO - Epoch [35][440/1413] lr: 5.743e-01, eta: 3 days, 15:22:50, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2211, top5_acc: 0.4393, loss_cls: 3.9405, loss: 3.9405, grad_norm: 0.9656 2020-10-04 21:06:54,280 - mmaction - INFO - Epoch [35][460/1413] lr: 5.743e-01, eta: 3 days, 15:22:28, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2104, top5_acc: 0.4366, loss_cls: 3.9542, loss: 3.9542, grad_norm: 0.9673 2020-10-04 21:07:14,004 - mmaction - INFO - Epoch [35][480/1413] lr: 5.743e-01, eta: 3 days, 15:22:05, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4251, loss_cls: 3.9728, loss: 3.9728, grad_norm: 0.9676 2020-10-04 21:07:33,638 - mmaction - INFO - Epoch [35][500/1413] lr: 5.743e-01, eta: 3 days, 15:21:42, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.2107, top5_acc: 0.4345, loss_cls: 3.9705, loss: 3.9705, grad_norm: 0.9815 2020-10-04 21:07:53,353 - mmaction - INFO - Epoch [35][520/1413] lr: 5.743e-01, eta: 3 days, 15:21:20, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2174, top5_acc: 0.4355, loss_cls: 3.9551, loss: 3.9551, grad_norm: 0.9776 2020-10-04 21:08:13,075 - mmaction - INFO - Epoch [35][540/1413] lr: 5.743e-01, eta: 3 days, 15:20:57, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2124, top5_acc: 0.4361, loss_cls: 3.9840, loss: 3.9840, grad_norm: 0.9727 2020-10-04 21:08:32,790 - mmaction - INFO - Epoch [35][560/1413] lr: 5.743e-01, eta: 3 days, 15:20:35, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2112, top5_acc: 0.4268, loss_cls: 3.9796, loss: 3.9796, grad_norm: 0.9733 2020-10-04 21:08:52,552 - mmaction - INFO - Epoch [35][580/1413] lr: 5.743e-01, eta: 3 days, 15:20:13, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2094, top5_acc: 0.4228, loss_cls: 4.0146, loss: 4.0146, grad_norm: 0.9753 2020-10-04 21:09:12,314 - mmaction - INFO - Epoch [35][600/1413] lr: 5.743e-01, eta: 3 days, 15:19:51, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2040, top5_acc: 0.4277, loss_cls: 3.9934, loss: 3.9934, grad_norm: 0.9600 2020-10-04 21:09:32,063 - mmaction - INFO - Epoch [35][620/1413] lr: 5.743e-01, eta: 3 days, 15:19:29, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2155, top5_acc: 0.4254, loss_cls: 3.9756, loss: 3.9756, grad_norm: 0.9588 2020-10-04 21:09:51,813 - mmaction - INFO - Epoch [35][640/1413] lr: 5.743e-01, eta: 3 days, 15:19:06, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2138, top5_acc: 0.4367, loss_cls: 3.9507, loss: 3.9507, grad_norm: 0.9551 2020-10-04 21:10:11,578 - mmaction - INFO - Epoch [35][660/1413] lr: 5.743e-01, eta: 3 days, 15:18:44, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2198, top5_acc: 0.4380, loss_cls: 3.9480, loss: 3.9480, grad_norm: 0.9667 2020-10-04 21:10:31,190 - mmaction - INFO - Epoch [35][680/1413] lr: 5.743e-01, eta: 3 days, 15:18:21, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2249, top5_acc: 0.4333, loss_cls: 3.9417, loss: 3.9417, grad_norm: 0.9589 2020-10-04 21:10:50,853 - mmaction - INFO - Epoch [35][700/1413] lr: 5.743e-01, eta: 3 days, 15:17:58, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2223, top5_acc: 0.4435, loss_cls: 3.9287, loss: 3.9287, grad_norm: 0.9912 2020-10-04 21:11:10,586 - mmaction - INFO - Epoch [35][720/1413] lr: 5.743e-01, eta: 3 days, 15:17:36, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2098, top5_acc: 0.4341, loss_cls: 3.9595, loss: 3.9595, grad_norm: 0.9671 2020-10-04 21:11:30,244 - mmaction - INFO - Epoch [35][740/1413] lr: 5.743e-01, eta: 3 days, 15:17:13, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2161, top5_acc: 0.4345, loss_cls: 3.9500, loss: 3.9500, grad_norm: 0.9720 2020-10-04 21:11:49,978 - mmaction - INFO - Epoch [35][760/1413] lr: 5.743e-01, eta: 3 days, 15:16:51, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2124, top5_acc: 0.4277, loss_cls: 3.9942, loss: 3.9942, grad_norm: 0.9685 2020-10-04 21:12:09,660 - mmaction - INFO - Epoch [35][780/1413] lr: 5.743e-01, eta: 3 days, 15:16:28, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2129, top5_acc: 0.4335, loss_cls: 4.0029, loss: 4.0029, grad_norm: 0.9600 2020-10-04 21:12:29,252 - mmaction - INFO - Epoch [35][800/1413] lr: 5.743e-01, eta: 3 days, 15:16:05, time: 0.979, data_time: 0.001, memory: 8478, top1_acc: 0.2086, top5_acc: 0.4366, loss_cls: 3.9587, loss: 3.9587, grad_norm: 0.9607 2020-10-04 21:12:48,965 - mmaction - INFO - Epoch [35][820/1413] lr: 5.743e-01, eta: 3 days, 15:15:42, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2125, top5_acc: 0.4319, loss_cls: 3.9784, loss: 3.9784, grad_norm: 0.9499 2020-10-04 21:13:08,729 - mmaction - INFO - Epoch [35][840/1413] lr: 5.743e-01, eta: 3 days, 15:15:20, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2223, top5_acc: 0.4389, loss_cls: 3.9526, loss: 3.9526, grad_norm: 0.9722 2020-10-04 21:13:28,489 - mmaction - INFO - Epoch [35][860/1413] lr: 5.743e-01, eta: 3 days, 15:14:58, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2047, top5_acc: 0.4145, loss_cls: 4.0292, loss: 4.0292, grad_norm: 0.9675 2020-10-04 21:13:48,219 - mmaction - INFO - Epoch [35][880/1413] lr: 5.743e-01, eta: 3 days, 15:14:36, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2203, top5_acc: 0.4422, loss_cls: 3.9491, loss: 3.9491, grad_norm: 0.9852 2020-10-04 21:14:07,966 - mmaction - INFO - Epoch [35][900/1413] lr: 5.743e-01, eta: 3 days, 15:14:14, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2151, top5_acc: 0.4406, loss_cls: 3.9487, loss: 3.9487, grad_norm: 0.9609 2020-10-04 21:14:27,727 - mmaction - INFO - Epoch [35][920/1413] lr: 5.743e-01, eta: 3 days, 15:13:52, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2145, top5_acc: 0.4349, loss_cls: 3.9828, loss: 3.9828, grad_norm: 0.9787 2020-10-04 21:14:47,502 - mmaction - INFO - Epoch [35][940/1413] lr: 5.743e-01, eta: 3 days, 15:13:30, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2190, top5_acc: 0.4371, loss_cls: 3.9290, loss: 3.9290, grad_norm: 0.9670 2020-10-04 21:15:07,223 - mmaction - INFO - Epoch [35][960/1413] lr: 5.743e-01, eta: 3 days, 15:13:07, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2206, top5_acc: 0.4320, loss_cls: 3.9723, loss: 3.9723, grad_norm: 0.9547 2020-10-04 21:15:26,977 - mmaction - INFO - Epoch [35][980/1413] lr: 5.743e-01, eta: 3 days, 15:12:45, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2096, top5_acc: 0.4315, loss_cls: 3.9844, loss: 3.9844, grad_norm: 0.9655 2020-10-04 21:15:46,574 - mmaction - INFO - Epoch [35][1000/1413] lr: 5.743e-01, eta: 3 days, 15:12:22, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2253, top5_acc: 0.4428, loss_cls: 3.9022, loss: 3.9022, grad_norm: 0.9518 2020-10-04 21:16:06,333 - mmaction - INFO - Epoch [35][1020/1413] lr: 5.743e-01, eta: 3 days, 15:12:00, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2232, top5_acc: 0.4491, loss_cls: 3.8994, loss: 3.8994, grad_norm: 0.9748 2020-10-04 21:16:26,055 - mmaction - INFO - Epoch [35][1040/1413] lr: 5.743e-01, eta: 3 days, 15:11:37, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2125, top5_acc: 0.4342, loss_cls: 3.9563, loss: 3.9563, grad_norm: 0.9829 2020-10-04 21:16:45,738 - mmaction - INFO - Epoch [35][1060/1413] lr: 5.743e-01, eta: 3 days, 15:11:15, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2107, top5_acc: 0.4264, loss_cls: 3.9863, loss: 3.9863, grad_norm: 0.9738 2020-10-04 21:17:05,420 - mmaction - INFO - Epoch [35][1080/1413] lr: 5.743e-01, eta: 3 days, 15:10:52, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2163, top5_acc: 0.4422, loss_cls: 3.9334, loss: 3.9334, grad_norm: 0.9649 2020-10-04 21:17:25,121 - mmaction - INFO - Epoch [35][1100/1413] lr: 5.743e-01, eta: 3 days, 15:10:30, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2055, top5_acc: 0.4277, loss_cls: 4.0017, loss: 4.0017, grad_norm: 0.9925 2020-10-04 21:17:44,872 - mmaction - INFO - Epoch [35][1120/1413] lr: 5.743e-01, eta: 3 days, 15:10:07, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2099, top5_acc: 0.4254, loss_cls: 3.9914, loss: 3.9914, grad_norm: 0.9610 2020-10-04 21:18:04,582 - mmaction - INFO - Epoch [35][1140/1413] lr: 5.743e-01, eta: 3 days, 15:09:45, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2134, top5_acc: 0.4333, loss_cls: 3.9702, loss: 3.9702, grad_norm: 0.9555 2020-10-04 21:18:24,342 - mmaction - INFO - Epoch [35][1160/1413] lr: 5.743e-01, eta: 3 days, 15:09:23, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2181, top5_acc: 0.4372, loss_cls: 3.9551, loss: 3.9551, grad_norm: 0.9877 2020-10-04 21:18:44,091 - mmaction - INFO - Epoch [35][1180/1413] lr: 5.743e-01, eta: 3 days, 15:09:01, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2130, top5_acc: 0.4365, loss_cls: 3.9595, loss: 3.9595, grad_norm: 0.9569 2020-10-04 21:19:03,709 - mmaction - INFO - Epoch [35][1200/1413] lr: 5.743e-01, eta: 3 days, 15:08:38, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2134, top5_acc: 0.4313, loss_cls: 3.9610, loss: 3.9610, grad_norm: 0.9843 2020-10-04 21:19:23,392 - mmaction - INFO - Epoch [35][1220/1413] lr: 5.743e-01, eta: 3 days, 15:08:15, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2112, top5_acc: 0.4414, loss_cls: 3.9680, loss: 3.9680, grad_norm: 0.9823 2020-10-04 21:19:43,181 - mmaction - INFO - Epoch [35][1240/1413] lr: 5.743e-01, eta: 3 days, 15:07:53, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2116, top5_acc: 0.4333, loss_cls: 3.9866, loss: 3.9866, grad_norm: 0.9823 2020-10-04 21:20:02,839 - mmaction - INFO - Epoch [35][1260/1413] lr: 5.743e-01, eta: 3 days, 15:07:30, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2055, top5_acc: 0.4271, loss_cls: 4.0004, loss: 4.0004, grad_norm: 0.9738 2020-10-04 21:20:22,572 - mmaction - INFO - Epoch [35][1280/1413] lr: 5.743e-01, eta: 3 days, 15:07:08, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2082, top5_acc: 0.4307, loss_cls: 4.0095, loss: 4.0095, grad_norm: 0.9708 2020-10-04 21:20:42,189 - mmaction - INFO - Epoch [35][1300/1413] lr: 5.743e-01, eta: 3 days, 15:06:45, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2092, top5_acc: 0.4318, loss_cls: 3.9832, loss: 3.9832, grad_norm: 0.9618 2020-10-04 21:21:01,841 - mmaction - INFO - Epoch [35][1320/1413] lr: 5.743e-01, eta: 3 days, 15:06:22, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2208, top5_acc: 0.4422, loss_cls: 3.9348, loss: 3.9348, grad_norm: 0.9672 2020-10-04 21:21:21,567 - mmaction - INFO - Epoch [35][1340/1413] lr: 5.743e-01, eta: 3 days, 15:06:00, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2176, top5_acc: 0.4267, loss_cls: 3.9814, loss: 3.9814, grad_norm: 0.9452 2020-10-04 21:21:41,205 - mmaction - INFO - Epoch [35][1360/1413] lr: 5.743e-01, eta: 3 days, 15:05:37, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2122, top5_acc: 0.4336, loss_cls: 3.9828, loss: 3.9828, grad_norm: 0.9577 2020-10-04 21:22:00,918 - mmaction - INFO - Epoch [35][1380/1413] lr: 5.743e-01, eta: 3 days, 15:05:15, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2043, top5_acc: 0.4284, loss_cls: 3.9936, loss: 3.9936, grad_norm: 0.9724 2020-10-04 21:22:20,646 - mmaction - INFO - Epoch [35][1400/1413] lr: 5.743e-01, eta: 3 days, 15:04:53, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2126, top5_acc: 0.4435, loss_cls: 3.9370, loss: 3.9370, grad_norm: 0.9640 2020-10-04 21:23:28,539 - mmaction - INFO - Epoch [36][20/1413] lr: 5.728e-01, eta: 3 days, 15:06:27, time: 2.666, data_time: 1.679, memory: 8478, top1_acc: 0.2165, top5_acc: 0.4341, loss_cls: 3.9781, loss: 3.9781, grad_norm: 0.9618 2020-10-04 21:23:47,957 - mmaction - INFO - Epoch [36][40/1413] lr: 5.728e-01, eta: 3 days, 15:06:03, time: 0.971, data_time: 0.003, memory: 8478, top1_acc: 0.2353, top5_acc: 0.4512, loss_cls: 3.8948, loss: 3.8948, grad_norm: 0.9532 2020-10-04 21:24:07,615 - mmaction - INFO - Epoch [36][60/1413] lr: 5.728e-01, eta: 3 days, 15:05:40, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2129, top5_acc: 0.4358, loss_cls: 3.9697, loss: 3.9697, grad_norm: 0.9712 2020-10-04 21:24:27,394 - mmaction - INFO - Epoch [36][80/1413] lr: 5.728e-01, eta: 3 days, 15:05:18, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2105, top5_acc: 0.4318, loss_cls: 3.9741, loss: 3.9741, grad_norm: 0.9555 2020-10-04 21:24:47,096 - mmaction - INFO - Epoch [36][100/1413] lr: 5.728e-01, eta: 3 days, 15:04:55, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2217, top5_acc: 0.4387, loss_cls: 3.9316, loss: 3.9316, grad_norm: 0.9648 2020-10-04 21:25:06,744 - mmaction - INFO - Epoch [36][120/1413] lr: 5.728e-01, eta: 3 days, 15:04:32, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2165, top5_acc: 0.4383, loss_cls: 3.9555, loss: 3.9555, grad_norm: 0.9783 2020-10-04 21:25:26,404 - mmaction - INFO - Epoch [36][140/1413] lr: 5.728e-01, eta: 3 days, 15:04:10, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2113, top5_acc: 0.4393, loss_cls: 3.9484, loss: 3.9484, grad_norm: 0.9940 2020-10-04 21:25:46,126 - mmaction - INFO - Epoch [36][160/1413] lr: 5.728e-01, eta: 3 days, 15:03:47, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2211, top5_acc: 0.4401, loss_cls: 3.9244, loss: 3.9244, grad_norm: 0.9461 2020-10-04 21:26:06,030 - mmaction - INFO - Epoch [36][180/1413] lr: 5.728e-01, eta: 3 days, 15:03:26, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2219, top5_acc: 0.4436, loss_cls: 3.9453, loss: 3.9453, grad_norm: 0.9706 2020-10-04 21:26:25,626 - mmaction - INFO - Epoch [36][200/1413] lr: 5.728e-01, eta: 3 days, 15:03:03, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2074, top5_acc: 0.4336, loss_cls: 3.9915, loss: 3.9915, grad_norm: 0.9938 2020-10-04 21:26:45,372 - mmaction - INFO - Epoch [36][220/1413] lr: 5.728e-01, eta: 3 days, 15:02:41, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2202, top5_acc: 0.4424, loss_cls: 3.9294, loss: 3.9294, grad_norm: 0.9524 2020-10-04 21:27:05,070 - mmaction - INFO - Epoch [36][240/1413] lr: 5.728e-01, eta: 3 days, 15:02:18, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2165, top5_acc: 0.4354, loss_cls: 3.9714, loss: 3.9714, grad_norm: 0.9800 2020-10-04 21:27:24,778 - mmaction - INFO - Epoch [36][260/1413] lr: 5.728e-01, eta: 3 days, 15:01:56, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2210, top5_acc: 0.4436, loss_cls: 3.9268, loss: 3.9268, grad_norm: 0.9766 2020-10-04 21:27:44,461 - mmaction - INFO - Epoch [36][280/1413] lr: 5.728e-01, eta: 3 days, 15:01:33, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2191, top5_acc: 0.4384, loss_cls: 3.9361, loss: 3.9361, grad_norm: 0.9749 2020-10-04 21:28:04,207 - mmaction - INFO - Epoch [36][300/1413] lr: 5.728e-01, eta: 3 days, 15:01:11, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2191, top5_acc: 0.4380, loss_cls: 3.9469, loss: 3.9469, grad_norm: 0.9652 2020-10-04 21:28:24,011 - mmaction - INFO - Epoch [36][320/1413] lr: 5.728e-01, eta: 3 days, 15:00:49, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2154, top5_acc: 0.4392, loss_cls: 3.9404, loss: 3.9404, grad_norm: 0.9757 2020-10-04 21:28:43,624 - mmaction - INFO - Epoch [36][340/1413] lr: 5.728e-01, eta: 3 days, 15:00:26, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2236, top5_acc: 0.4496, loss_cls: 3.8844, loss: 3.8844, grad_norm: 0.9690 2020-10-04 21:29:03,313 - mmaction - INFO - Epoch [36][360/1413] lr: 5.728e-01, eta: 3 days, 15:00:04, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2132, top5_acc: 0.4307, loss_cls: 3.9655, loss: 3.9655, grad_norm: 0.9893 2020-10-04 21:29:23,035 - mmaction - INFO - Epoch [36][380/1413] lr: 5.728e-01, eta: 3 days, 14:59:41, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2194, top5_acc: 0.4426, loss_cls: 3.9280, loss: 3.9280, grad_norm: 0.9617 2020-10-04 21:29:42,853 - mmaction - INFO - Epoch [36][400/1413] lr: 5.728e-01, eta: 3 days, 14:59:20, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2203, top5_acc: 0.4378, loss_cls: 3.9464, loss: 3.9464, grad_norm: 0.9771 2020-10-04 21:30:02,548 - mmaction - INFO - Epoch [36][420/1413] lr: 5.728e-01, eta: 3 days, 14:58:57, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2086, top5_acc: 0.4280, loss_cls: 3.9981, loss: 3.9981, grad_norm: 0.9723 2020-10-04 21:30:23,123 - mmaction - INFO - Epoch [36][440/1413] lr: 5.728e-01, eta: 3 days, 14:58:40, time: 1.029, data_time: 0.003, memory: 8478, top1_acc: 0.2111, top5_acc: 0.4255, loss_cls: 3.9826, loss: 3.9826, grad_norm: 0.9579 2020-10-04 21:30:42,808 - mmaction - INFO - Epoch [36][460/1413] lr: 5.728e-01, eta: 3 days, 14:58:18, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2163, top5_acc: 0.4405, loss_cls: 3.9708, loss: 3.9708, grad_norm: 0.9856 2020-10-04 21:31:02,561 - mmaction - INFO - Epoch [36][480/1413] lr: 5.728e-01, eta: 3 days, 14:57:55, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2079, top5_acc: 0.4262, loss_cls: 4.0312, loss: 4.0312, grad_norm: 0.9582 2020-10-04 21:31:22,225 - mmaction - INFO - Epoch [36][500/1413] lr: 5.728e-01, eta: 3 days, 14:57:33, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2147, top5_acc: 0.4288, loss_cls: 3.9688, loss: 3.9688, grad_norm: 0.9794 2020-10-04 21:31:41,955 - mmaction - INFO - Epoch [36][520/1413] lr: 5.728e-01, eta: 3 days, 14:57:10, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2241, top5_acc: 0.4375, loss_cls: 3.9278, loss: 3.9278, grad_norm: 0.9743 2020-10-04 21:32:01,609 - mmaction - INFO - Epoch [36][540/1413] lr: 5.728e-01, eta: 3 days, 14:56:48, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2082, top5_acc: 0.4270, loss_cls: 3.9872, loss: 3.9872, grad_norm: 0.9646 2020-10-04 21:32:21,328 - mmaction - INFO - Epoch [36][560/1413] lr: 5.728e-01, eta: 3 days, 14:56:25, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2217, top5_acc: 0.4392, loss_cls: 3.9075, loss: 3.9075, grad_norm: 0.9706 2020-10-04 21:32:41,000 - mmaction - INFO - Epoch [36][580/1413] lr: 5.728e-01, eta: 3 days, 14:56:03, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2163, top5_acc: 0.4385, loss_cls: 3.9336, loss: 3.9336, grad_norm: 0.9708 2020-10-04 21:33:00,842 - mmaction - INFO - Epoch [36][600/1413] lr: 5.728e-01, eta: 3 days, 14:55:41, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2163, top5_acc: 0.4357, loss_cls: 3.9622, loss: 3.9622, grad_norm: 0.9688 2020-10-04 21:33:20,540 - mmaction - INFO - Epoch [36][620/1413] lr: 5.728e-01, eta: 3 days, 14:55:19, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2098, top5_acc: 0.4246, loss_cls: 4.0023, loss: 4.0023, grad_norm: 0.9763 2020-10-04 21:33:40,326 - mmaction - INFO - Epoch [36][640/1413] lr: 5.728e-01, eta: 3 days, 14:54:57, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2194, top5_acc: 0.4387, loss_cls: 3.9191, loss: 3.9191, grad_norm: 0.9689 2020-10-04 21:34:00,078 - mmaction - INFO - Epoch [36][660/1413] lr: 5.728e-01, eta: 3 days, 14:54:35, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2021, top5_acc: 0.4198, loss_cls: 4.0291, loss: 4.0291, grad_norm: 0.9735 2020-10-04 21:34:19,840 - mmaction - INFO - Epoch [36][680/1413] lr: 5.728e-01, eta: 3 days, 14:54:12, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2154, top5_acc: 0.4337, loss_cls: 3.9772, loss: 3.9772, grad_norm: 0.9484 2020-10-04 21:34:39,550 - mmaction - INFO - Epoch [36][700/1413] lr: 5.728e-01, eta: 3 days, 14:53:50, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2098, top5_acc: 0.4281, loss_cls: 4.0017, loss: 4.0017, grad_norm: 0.9566 2020-10-04 21:34:59,275 - mmaction - INFO - Epoch [36][720/1413] lr: 5.728e-01, eta: 3 days, 14:53:28, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2150, top5_acc: 0.4270, loss_cls: 3.9838, loss: 3.9838, grad_norm: 0.9683 2020-10-04 21:35:19,050 - mmaction - INFO - Epoch [36][740/1413] lr: 5.728e-01, eta: 3 days, 14:53:06, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2195, top5_acc: 0.4294, loss_cls: 3.9563, loss: 3.9563, grad_norm: 0.9744 2020-10-04 21:35:38,625 - mmaction - INFO - Epoch [36][760/1413] lr: 5.728e-01, eta: 3 days, 14:52:43, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2100, top5_acc: 0.4307, loss_cls: 3.9714, loss: 3.9714, grad_norm: 0.9578 2020-10-04 21:35:58,296 - mmaction - INFO - Epoch [36][780/1413] lr: 5.728e-01, eta: 3 days, 14:52:20, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2204, top5_acc: 0.4392, loss_cls: 3.9195, loss: 3.9195, grad_norm: 0.9557 2020-10-04 21:36:17,960 - mmaction - INFO - Epoch [36][800/1413] lr: 5.728e-01, eta: 3 days, 14:51:57, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2083, top5_acc: 0.4302, loss_cls: 3.9741, loss: 3.9741, grad_norm: 0.9966 2020-10-04 21:36:37,666 - mmaction - INFO - Epoch [36][820/1413] lr: 5.728e-01, eta: 3 days, 14:51:35, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2177, top5_acc: 0.4432, loss_cls: 3.9278, loss: 3.9278, grad_norm: 0.9639 2020-10-04 21:36:57,266 - mmaction - INFO - Epoch [36][840/1413] lr: 5.728e-01, eta: 3 days, 14:51:12, time: 0.980, data_time: 0.003, memory: 8478, top1_acc: 0.2147, top5_acc: 0.4335, loss_cls: 3.9756, loss: 3.9756, grad_norm: 0.9656 2020-10-04 21:37:17,058 - mmaction - INFO - Epoch [36][860/1413] lr: 5.728e-01, eta: 3 days, 14:50:50, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2167, top5_acc: 0.4367, loss_cls: 3.9737, loss: 3.9737, grad_norm: 0.9567 2020-10-04 21:37:36,740 - mmaction - INFO - Epoch [36][880/1413] lr: 5.728e-01, eta: 3 days, 14:50:28, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2112, top5_acc: 0.4323, loss_cls: 3.9807, loss: 3.9807, grad_norm: 0.9605 2020-10-04 21:37:56,375 - mmaction - INFO - Epoch [36][900/1413] lr: 5.728e-01, eta: 3 days, 14:50:05, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2090, top5_acc: 0.4408, loss_cls: 3.9357, loss: 3.9357, grad_norm: 0.9777 2020-10-04 21:38:16,107 - mmaction - INFO - Epoch [36][920/1413] lr: 5.728e-01, eta: 3 days, 14:49:42, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2121, top5_acc: 0.4374, loss_cls: 3.9042, loss: 3.9042, grad_norm: 0.9635 2020-10-04 21:38:35,881 - mmaction - INFO - Epoch [36][940/1413] lr: 5.728e-01, eta: 3 days, 14:49:20, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2185, top5_acc: 0.4434, loss_cls: 3.9227, loss: 3.9227, grad_norm: 0.9937 2020-10-04 21:38:55,653 - mmaction - INFO - Epoch [36][960/1413] lr: 5.728e-01, eta: 3 days, 14:48:59, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2220, top5_acc: 0.4439, loss_cls: 3.9201, loss: 3.9201, grad_norm: 0.9675 2020-10-04 21:39:15,324 - mmaction - INFO - Epoch [36][980/1413] lr: 5.728e-01, eta: 3 days, 14:48:36, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2120, top5_acc: 0.4349, loss_cls: 3.9698, loss: 3.9698, grad_norm: 0.9697 2020-10-04 21:39:34,977 - mmaction - INFO - Epoch [36][1000/1413] lr: 5.728e-01, eta: 3 days, 14:48:13, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2102, top5_acc: 0.4277, loss_cls: 4.0086, loss: 4.0086, grad_norm: 0.9699 2020-10-04 21:39:54,750 - mmaction - INFO - Epoch [36][1020/1413] lr: 5.728e-01, eta: 3 days, 14:47:51, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2203, top5_acc: 0.4382, loss_cls: 3.9546, loss: 3.9546, grad_norm: 0.9746 2020-10-04 21:40:14,528 - mmaction - INFO - Epoch [36][1040/1413] lr: 5.728e-01, eta: 3 days, 14:47:29, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2225, top5_acc: 0.4406, loss_cls: 3.9329, loss: 3.9329, grad_norm: 0.9847 2020-10-04 21:40:34,108 - mmaction - INFO - Epoch [36][1060/1413] lr: 5.728e-01, eta: 3 days, 14:47:06, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2083, top5_acc: 0.4341, loss_cls: 3.9825, loss: 3.9825, grad_norm: 0.9741 2020-10-04 21:40:53,774 - mmaction - INFO - Epoch [36][1080/1413] lr: 5.728e-01, eta: 3 days, 14:46:44, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2091, top5_acc: 0.4328, loss_cls: 3.9686, loss: 3.9686, grad_norm: 0.9748 2020-10-04 21:41:13,388 - mmaction - INFO - Epoch [36][1100/1413] lr: 5.728e-01, eta: 3 days, 14:46:21, time: 0.980, data_time: 0.001, memory: 8478, top1_acc: 0.2102, top5_acc: 0.4342, loss_cls: 3.9719, loss: 3.9719, grad_norm: 0.9682 2020-10-04 21:41:33,202 - mmaction - INFO - Epoch [36][1120/1413] lr: 5.728e-01, eta: 3 days, 14:45:59, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2126, top5_acc: 0.4307, loss_cls: 3.9739, loss: 3.9739, grad_norm: 0.9797 2020-10-04 21:41:52,940 - mmaction - INFO - Epoch [36][1140/1413] lr: 5.728e-01, eta: 3 days, 14:45:37, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2025, top5_acc: 0.4284, loss_cls: 3.9806, loss: 3.9806, grad_norm: 0.9658 2020-10-04 21:42:12,678 - mmaction - INFO - Epoch [36][1160/1413] lr: 5.728e-01, eta: 3 days, 14:45:15, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2081, top5_acc: 0.4273, loss_cls: 3.9797, loss: 3.9797, grad_norm: 0.9606 2020-10-04 21:42:32,355 - mmaction - INFO - Epoch [36][1180/1413] lr: 5.728e-01, eta: 3 days, 14:44:52, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2195, top5_acc: 0.4382, loss_cls: 3.9302, loss: 3.9302, grad_norm: 0.9804 2020-10-04 21:42:52,073 - mmaction - INFO - Epoch [36][1200/1413] lr: 5.728e-01, eta: 3 days, 14:44:30, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2173, top5_acc: 0.4324, loss_cls: 3.9717, loss: 3.9717, grad_norm: 0.9582 2020-10-04 21:43:11,866 - mmaction - INFO - Epoch [36][1220/1413] lr: 5.728e-01, eta: 3 days, 14:44:08, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.2095, top5_acc: 0.4303, loss_cls: 3.9715, loss: 3.9715, grad_norm: 0.9683 2020-10-04 21:43:31,548 - mmaction - INFO - Epoch [36][1240/1413] lr: 5.728e-01, eta: 3 days, 14:43:45, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2146, top5_acc: 0.4333, loss_cls: 3.9853, loss: 3.9853, grad_norm: 0.9812 2020-10-04 21:43:51,230 - mmaction - INFO - Epoch [36][1260/1413] lr: 5.728e-01, eta: 3 days, 14:43:23, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2137, top5_acc: 0.4344, loss_cls: 3.9630, loss: 3.9630, grad_norm: 0.9828 2020-10-04 21:44:10,949 - mmaction - INFO - Epoch [36][1280/1413] lr: 5.728e-01, eta: 3 days, 14:43:01, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2141, top5_acc: 0.4301, loss_cls: 3.9988, loss: 3.9988, grad_norm: 0.9562 2020-10-04 21:44:30,688 - mmaction - INFO - Epoch [36][1300/1413] lr: 5.728e-01, eta: 3 days, 14:42:39, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2172, top5_acc: 0.4349, loss_cls: 3.9563, loss: 3.9563, grad_norm: 0.9628 2020-10-04 21:44:50,422 - mmaction - INFO - Epoch [36][1320/1413] lr: 5.728e-01, eta: 3 days, 14:42:16, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2224, top5_acc: 0.4488, loss_cls: 3.9248, loss: 3.9248, grad_norm: 0.9765 2020-10-04 21:45:10,157 - mmaction - INFO - Epoch [36][1340/1413] lr: 5.728e-01, eta: 3 days, 14:41:54, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2143, top5_acc: 0.4404, loss_cls: 3.9484, loss: 3.9484, grad_norm: 0.9704 2020-10-04 21:45:29,959 - mmaction - INFO - Epoch [36][1360/1413] lr: 5.728e-01, eta: 3 days, 14:41:33, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2225, top5_acc: 0.4437, loss_cls: 3.9537, loss: 3.9537, grad_norm: 0.9649 2020-10-04 21:45:49,603 - mmaction - INFO - Epoch [36][1380/1413] lr: 5.728e-01, eta: 3 days, 14:41:10, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4370, loss_cls: 3.9393, loss: 3.9393, grad_norm: 0.9700 2020-10-04 21:46:09,270 - mmaction - INFO - Epoch [36][1400/1413] lr: 5.728e-01, eta: 3 days, 14:40:47, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2178, top5_acc: 0.4432, loss_cls: 3.9560, loss: 3.9560, grad_norm: 0.9667 2020-10-04 21:47:13,738 - mmaction - INFO - Epoch [37][20/1413] lr: 5.712e-01, eta: 3 days, 14:42:04, time: 2.553, data_time: 1.512, memory: 8478, top1_acc: 0.2237, top5_acc: 0.4467, loss_cls: 3.9228, loss: 3.9228, grad_norm: 0.9774 2020-10-04 21:47:33,198 - mmaction - INFO - Epoch [37][40/1413] lr: 5.712e-01, eta: 3 days, 14:41:40, time: 0.974, data_time: 0.002, memory: 8478, top1_acc: 0.2111, top5_acc: 0.4391, loss_cls: 3.9402, loss: 3.9402, grad_norm: 0.9733 2020-10-04 21:47:52,833 - mmaction - INFO - Epoch [37][60/1413] lr: 5.712e-01, eta: 3 days, 14:41:17, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2095, top5_acc: 0.4363, loss_cls: 3.9673, loss: 3.9673, grad_norm: 0.9754 2020-10-04 21:48:12,555 - mmaction - INFO - Epoch [37][80/1413] lr: 5.712e-01, eta: 3 days, 14:40:55, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2173, top5_acc: 0.4392, loss_cls: 3.9295, loss: 3.9295, grad_norm: 0.9569 2020-10-04 21:48:32,292 - mmaction - INFO - Epoch [37][100/1413] lr: 5.712e-01, eta: 3 days, 14:40:32, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2187, top5_acc: 0.4288, loss_cls: 3.9620, loss: 3.9620, grad_norm: 0.9743 2020-10-04 21:48:52,007 - mmaction - INFO - Epoch [37][120/1413] lr: 5.712e-01, eta: 3 days, 14:40:10, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2172, top5_acc: 0.4470, loss_cls: 3.9110, loss: 3.9110, grad_norm: 0.9758 2020-10-04 21:49:11,715 - mmaction - INFO - Epoch [37][140/1413] lr: 5.712e-01, eta: 3 days, 14:39:48, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2151, top5_acc: 0.4382, loss_cls: 3.9382, loss: 3.9382, grad_norm: 0.9903 2020-10-04 21:49:31,403 - mmaction - INFO - Epoch [37][160/1413] lr: 5.712e-01, eta: 3 days, 14:39:25, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2115, top5_acc: 0.4246, loss_cls: 4.0064, loss: 4.0064, grad_norm: 0.9641 2020-10-04 21:49:51,107 - mmaction - INFO - Epoch [37][180/1413] lr: 5.712e-01, eta: 3 days, 14:39:03, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2163, top5_acc: 0.4430, loss_cls: 3.9660, loss: 3.9660, grad_norm: 0.9599 2020-10-04 21:50:10,754 - mmaction - INFO - Epoch [37][200/1413] lr: 5.712e-01, eta: 3 days, 14:38:40, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2217, top5_acc: 0.4488, loss_cls: 3.9250, loss: 3.9250, grad_norm: 0.9604 2020-10-04 21:50:30,443 - mmaction - INFO - Epoch [37][220/1413] lr: 5.712e-01, eta: 3 days, 14:38:18, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2199, top5_acc: 0.4372, loss_cls: 3.9477, loss: 3.9477, grad_norm: 0.9723 2020-10-04 21:50:50,083 - mmaction - INFO - Epoch [37][240/1413] lr: 5.712e-01, eta: 3 days, 14:37:55, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2186, top5_acc: 0.4406, loss_cls: 3.9324, loss: 3.9324, grad_norm: 0.9791 2020-10-04 21:51:09,810 - mmaction - INFO - Epoch [37][260/1413] lr: 5.712e-01, eta: 3 days, 14:37:33, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2225, top5_acc: 0.4366, loss_cls: 3.9231, loss: 3.9231, grad_norm: 0.9794 2020-10-04 21:51:29,506 - mmaction - INFO - Epoch [37][280/1413] lr: 5.712e-01, eta: 3 days, 14:37:10, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2182, top5_acc: 0.4383, loss_cls: 3.9665, loss: 3.9665, grad_norm: 0.9677 2020-10-04 21:51:49,263 - mmaction - INFO - Epoch [37][300/1413] lr: 5.712e-01, eta: 3 days, 14:36:48, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2125, top5_acc: 0.4297, loss_cls: 3.9891, loss: 3.9891, grad_norm: 0.9701 2020-10-04 21:52:09,036 - mmaction - INFO - Epoch [37][320/1413] lr: 5.712e-01, eta: 3 days, 14:36:26, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2228, top5_acc: 0.4443, loss_cls: 3.9355, loss: 3.9355, grad_norm: 0.9616 2020-10-04 21:52:28,755 - mmaction - INFO - Epoch [37][340/1413] lr: 5.712e-01, eta: 3 days, 14:36:04, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2207, top5_acc: 0.4456, loss_cls: 3.9181, loss: 3.9181, grad_norm: 0.9750 2020-10-04 21:52:48,458 - mmaction - INFO - Epoch [37][360/1413] lr: 5.712e-01, eta: 3 days, 14:35:42, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2158, top5_acc: 0.4371, loss_cls: 3.9538, loss: 3.9538, grad_norm: 0.9611 2020-10-04 21:53:08,162 - mmaction - INFO - Epoch [37][380/1413] lr: 5.712e-01, eta: 3 days, 14:35:19, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2177, top5_acc: 0.4467, loss_cls: 3.9131, loss: 3.9131, grad_norm: 0.9648 2020-10-04 21:53:27,974 - mmaction - INFO - Epoch [37][400/1413] lr: 5.712e-01, eta: 3 days, 14:34:58, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2102, top5_acc: 0.4247, loss_cls: 3.9897, loss: 3.9897, grad_norm: 0.9585 2020-10-04 21:53:47,657 - mmaction - INFO - Epoch [37][420/1413] lr: 5.712e-01, eta: 3 days, 14:34:35, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2156, top5_acc: 0.4409, loss_cls: 3.9500, loss: 3.9500, grad_norm: 0.9870 2020-10-04 21:54:07,376 - mmaction - INFO - Epoch [37][440/1413] lr: 5.712e-01, eta: 3 days, 14:34:13, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2161, top5_acc: 0.4378, loss_cls: 3.9443, loss: 3.9443, grad_norm: 0.9681 2020-10-04 21:54:27,133 - mmaction - INFO - Epoch [37][460/1413] lr: 5.712e-01, eta: 3 days, 14:33:51, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2212, top5_acc: 0.4434, loss_cls: 3.9367, loss: 3.9367, grad_norm: 0.9754 2020-10-04 21:54:46,846 - mmaction - INFO - Epoch [37][480/1413] lr: 5.712e-01, eta: 3 days, 14:33:28, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2065, top5_acc: 0.4238, loss_cls: 4.0273, loss: 4.0273, grad_norm: 0.9585 2020-10-04 21:55:06,535 - mmaction - INFO - Epoch [37][500/1413] lr: 5.712e-01, eta: 3 days, 14:33:06, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4271, loss_cls: 3.9773, loss: 3.9773, grad_norm: 0.9588 2020-10-04 21:55:26,344 - mmaction - INFO - Epoch [37][520/1413] lr: 5.712e-01, eta: 3 days, 14:32:44, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2156, top5_acc: 0.4350, loss_cls: 3.9463, loss: 3.9463, grad_norm: 0.9694 2020-10-04 21:55:46,029 - mmaction - INFO - Epoch [37][540/1413] lr: 5.712e-01, eta: 3 days, 14:32:22, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2098, top5_acc: 0.4306, loss_cls: 3.9666, loss: 3.9666, grad_norm: 0.9906 2020-10-04 21:56:05,636 - mmaction - INFO - Epoch [37][560/1413] lr: 5.712e-01, eta: 3 days, 14:31:59, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2171, top5_acc: 0.4371, loss_cls: 3.9409, loss: 3.9409, grad_norm: 0.9814 2020-10-04 21:56:25,280 - mmaction - INFO - Epoch [37][580/1413] lr: 5.712e-01, eta: 3 days, 14:31:36, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2111, top5_acc: 0.4393, loss_cls: 3.9585, loss: 3.9585, grad_norm: 0.9814 2020-10-04 21:56:44,884 - mmaction - INFO - Epoch [37][600/1413] lr: 5.712e-01, eta: 3 days, 14:31:13, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2120, top5_acc: 0.4326, loss_cls: 3.9676, loss: 3.9676, grad_norm: 0.9608 2020-10-04 21:57:04,504 - mmaction - INFO - Epoch [37][620/1413] lr: 5.712e-01, eta: 3 days, 14:30:51, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.2121, top5_acc: 0.4387, loss_cls: 3.9373, loss: 3.9373, grad_norm: 0.9812 2020-10-04 21:57:24,253 - mmaction - INFO - Epoch [37][640/1413] lr: 5.712e-01, eta: 3 days, 14:30:28, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2074, top5_acc: 0.4292, loss_cls: 3.9704, loss: 3.9704, grad_norm: 0.9757 2020-10-04 21:57:43,869 - mmaction - INFO - Epoch [37][660/1413] lr: 5.712e-01, eta: 3 days, 14:30:06, time: 0.981, data_time: 0.003, memory: 8478, top1_acc: 0.2143, top5_acc: 0.4322, loss_cls: 3.9805, loss: 3.9805, grad_norm: 0.9335 2020-10-04 21:58:03,678 - mmaction - INFO - Epoch [37][680/1413] lr: 5.712e-01, eta: 3 days, 14:29:44, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2174, top5_acc: 0.4449, loss_cls: 3.9184, loss: 3.9184, grad_norm: 0.9796 2020-10-04 21:58:23,489 - mmaction - INFO - Epoch [37][700/1413] lr: 5.712e-01, eta: 3 days, 14:29:22, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2137, top5_acc: 0.4323, loss_cls: 3.9724, loss: 3.9724, grad_norm: 0.9882 2020-10-04 21:58:43,239 - mmaction - INFO - Epoch [37][720/1413] lr: 5.712e-01, eta: 3 days, 14:29:00, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2077, top5_acc: 0.4272, loss_cls: 4.0196, loss: 4.0196, grad_norm: 0.9642 2020-10-04 21:59:03,022 - mmaction - INFO - Epoch [37][740/1413] lr: 5.712e-01, eta: 3 days, 14:28:38, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2184, top5_acc: 0.4319, loss_cls: 3.9646, loss: 3.9646, grad_norm: 0.9668 2020-10-04 21:59:22,687 - mmaction - INFO - Epoch [37][760/1413] lr: 5.712e-01, eta: 3 days, 14:28:16, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2180, top5_acc: 0.4396, loss_cls: 3.9363, loss: 3.9363, grad_norm: 0.9677 2020-10-04 21:59:42,414 - mmaction - INFO - Epoch [37][780/1413] lr: 5.712e-01, eta: 3 days, 14:27:53, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2122, top5_acc: 0.4272, loss_cls: 3.9993, loss: 3.9993, grad_norm: 0.9729 2020-10-04 22:00:03,045 - mmaction - INFO - Epoch [37][800/1413] lr: 5.712e-01, eta: 3 days, 14:27:36, time: 1.023, data_time: 0.003, memory: 8478, top1_acc: 0.2190, top5_acc: 0.4396, loss_cls: 3.9525, loss: 3.9525, grad_norm: 0.9583 2020-10-04 22:00:24,212 - mmaction - INFO - Epoch [37][820/1413] lr: 5.712e-01, eta: 3 days, 14:27:23, time: 1.067, data_time: 0.012, memory: 8478, top1_acc: 0.2120, top5_acc: 0.4375, loss_cls: 3.9664, loss: 3.9664, grad_norm: 0.9583 2020-10-04 22:00:43,956 - mmaction - INFO - Epoch [37][840/1413] lr: 5.712e-01, eta: 3 days, 14:27:01, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2203, top5_acc: 0.4408, loss_cls: 3.9158, loss: 3.9158, grad_norm: 0.9766 2020-10-04 22:01:03,724 - mmaction - INFO - Epoch [37][860/1413] lr: 5.712e-01, eta: 3 days, 14:26:39, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2161, top5_acc: 0.4422, loss_cls: 3.9466, loss: 3.9466, grad_norm: 0.9674 2020-10-04 22:01:23,453 - mmaction - INFO - Epoch [37][880/1413] lr: 5.712e-01, eta: 3 days, 14:26:17, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2204, top5_acc: 0.4324, loss_cls: 3.9917, loss: 3.9917, grad_norm: 0.9713 2020-10-04 22:01:43,092 - mmaction - INFO - Epoch [37][900/1413] lr: 5.712e-01, eta: 3 days, 14:25:54, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2142, top5_acc: 0.4430, loss_cls: 3.9429, loss: 3.9429, grad_norm: 0.9519 2020-10-04 22:02:02,804 - mmaction - INFO - Epoch [37][920/1413] lr: 5.712e-01, eta: 3 days, 14:25:32, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2130, top5_acc: 0.4339, loss_cls: 3.9611, loss: 3.9611, grad_norm: 0.9727 2020-10-04 22:02:22,460 - mmaction - INFO - Epoch [37][940/1413] lr: 5.712e-01, eta: 3 days, 14:25:10, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2191, top5_acc: 0.4414, loss_cls: 3.9337, loss: 3.9337, grad_norm: 0.9671 2020-10-04 22:02:42,142 - mmaction - INFO - Epoch [37][960/1413] lr: 5.712e-01, eta: 3 days, 14:24:47, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2188, top5_acc: 0.4311, loss_cls: 3.9545, loss: 3.9545, grad_norm: 0.9705 2020-10-04 22:03:01,887 - mmaction - INFO - Epoch [37][980/1413] lr: 5.712e-01, eta: 3 days, 14:24:25, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2155, top5_acc: 0.4355, loss_cls: 3.9615, loss: 3.9615, grad_norm: 0.9732 2020-10-04 22:03:21,527 - mmaction - INFO - Epoch [37][1000/1413] lr: 5.712e-01, eta: 3 days, 14:24:02, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.2210, top5_acc: 0.4370, loss_cls: 3.9527, loss: 3.9527, grad_norm: 0.9731 2020-10-04 22:03:41,188 - mmaction - INFO - Epoch [37][1020/1413] lr: 5.712e-01, eta: 3 days, 14:23:40, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2173, top5_acc: 0.4344, loss_cls: 3.9705, loss: 3.9705, grad_norm: 0.9650 2020-10-04 22:04:00,948 - mmaction - INFO - Epoch [37][1040/1413] lr: 5.712e-01, eta: 3 days, 14:23:18, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2167, top5_acc: 0.4371, loss_cls: 3.9567, loss: 3.9567, grad_norm: 0.9631 2020-10-04 22:04:20,709 - mmaction - INFO - Epoch [37][1060/1413] lr: 5.712e-01, eta: 3 days, 14:22:56, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2112, top5_acc: 0.4294, loss_cls: 3.9796, loss: 3.9796, grad_norm: 0.9752 2020-10-04 22:04:40,340 - mmaction - INFO - Epoch [37][1080/1413] lr: 5.712e-01, eta: 3 days, 14:22:33, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2107, top5_acc: 0.4280, loss_cls: 3.9910, loss: 3.9910, grad_norm: 0.9516 2020-10-04 22:04:59,884 - mmaction - INFO - Epoch [37][1100/1413] lr: 5.712e-01, eta: 3 days, 14:22:10, time: 0.976, data_time: 0.002, memory: 8478, top1_acc: 0.2199, top5_acc: 0.4368, loss_cls: 3.9439, loss: 3.9439, grad_norm: 0.9750 2020-10-04 22:05:19,617 - mmaction - INFO - Epoch [37][1120/1413] lr: 5.712e-01, eta: 3 days, 14:21:48, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2109, top5_acc: 0.4335, loss_cls: 3.9652, loss: 3.9652, grad_norm: 0.9562 2020-10-04 22:05:39,351 - mmaction - INFO - Epoch [37][1140/1413] lr: 5.712e-01, eta: 3 days, 14:21:26, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2159, top5_acc: 0.4426, loss_cls: 3.9320, loss: 3.9320, grad_norm: 0.9737 2020-10-04 22:05:59,042 - mmaction - INFO - Epoch [37][1160/1413] lr: 5.712e-01, eta: 3 days, 14:21:03, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2130, top5_acc: 0.4426, loss_cls: 3.9539, loss: 3.9539, grad_norm: 0.9734 2020-10-04 22:06:18,669 - mmaction - INFO - Epoch [37][1180/1413] lr: 5.712e-01, eta: 3 days, 14:20:41, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2168, top5_acc: 0.4404, loss_cls: 3.9430, loss: 3.9430, grad_norm: 0.9909 2020-10-04 22:06:38,357 - mmaction - INFO - Epoch [37][1200/1413] lr: 5.712e-01, eta: 3 days, 14:20:18, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2164, top5_acc: 0.4370, loss_cls: 3.9558, loss: 3.9558, grad_norm: 0.9782 2020-10-04 22:06:58,058 - mmaction - INFO - Epoch [37][1220/1413] lr: 5.712e-01, eta: 3 days, 14:19:56, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2160, top5_acc: 0.4366, loss_cls: 3.9487, loss: 3.9487, grad_norm: 0.9721 2020-10-04 22:07:17,663 - mmaction - INFO - Epoch [37][1240/1413] lr: 5.712e-01, eta: 3 days, 14:19:33, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2167, top5_acc: 0.4292, loss_cls: 3.9709, loss: 3.9709, grad_norm: 0.9705 2020-10-04 22:07:37,322 - mmaction - INFO - Epoch [37][1260/1413] lr: 5.712e-01, eta: 3 days, 14:19:11, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2070, top5_acc: 0.4263, loss_cls: 3.9924, loss: 3.9924, grad_norm: 0.9628 2020-10-04 22:07:56,979 - mmaction - INFO - Epoch [37][1280/1413] lr: 5.712e-01, eta: 3 days, 14:18:48, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2089, top5_acc: 0.4352, loss_cls: 3.9741, loss: 3.9741, grad_norm: 0.9746 2020-10-04 22:08:16,630 - mmaction - INFO - Epoch [37][1300/1413] lr: 5.712e-01, eta: 3 days, 14:18:25, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2195, top5_acc: 0.4405, loss_cls: 3.9348, loss: 3.9348, grad_norm: 0.9550 2020-10-04 22:08:36,296 - mmaction - INFO - Epoch [37][1320/1413] lr: 5.712e-01, eta: 3 days, 14:18:03, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2195, top5_acc: 0.4487, loss_cls: 3.9396, loss: 3.9396, grad_norm: 0.9699 2020-10-04 22:08:56,046 - mmaction - INFO - Epoch [37][1340/1413] lr: 5.712e-01, eta: 3 days, 14:17:41, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2184, top5_acc: 0.4391, loss_cls: 3.9579, loss: 3.9579, grad_norm: 0.9671 2020-10-04 22:09:15,723 - mmaction - INFO - Epoch [37][1360/1413] lr: 5.712e-01, eta: 3 days, 14:17:18, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2182, top5_acc: 0.4363, loss_cls: 3.9556, loss: 3.9556, grad_norm: 0.9626 2020-10-04 22:09:35,452 - mmaction - INFO - Epoch [37][1380/1413] lr: 5.712e-01, eta: 3 days, 14:16:56, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2102, top5_acc: 0.4368, loss_cls: 3.9613, loss: 3.9613, grad_norm: 0.9611 2020-10-04 22:09:55,003 - mmaction - INFO - Epoch [37][1400/1413] lr: 5.712e-01, eta: 3 days, 14:16:33, time: 0.977, data_time: 0.002, memory: 8478, top1_acc: 0.2154, top5_acc: 0.4281, loss_cls: 3.9873, loss: 3.9873, grad_norm: 0.9722 2020-10-04 22:11:02,780 - mmaction - INFO - Epoch [38][20/1413] lr: 5.696e-01, eta: 3 days, 14:18:00, time: 2.667, data_time: 1.666, memory: 8478, top1_acc: 0.2249, top5_acc: 0.4382, loss_cls: 3.9724, loss: 3.9724, grad_norm: 0.9914 2020-10-04 22:11:22,203 - mmaction - INFO - Epoch [38][40/1413] lr: 5.696e-01, eta: 3 days, 14:17:36, time: 0.972, data_time: 0.002, memory: 8478, top1_acc: 0.2201, top5_acc: 0.4406, loss_cls: 3.9194, loss: 3.9194, grad_norm: 0.9646 2020-10-04 22:11:41,791 - mmaction - INFO - Epoch [38][60/1413] lr: 5.696e-01, eta: 3 days, 14:17:13, time: 0.980, data_time: 0.001, memory: 8478, top1_acc: 0.2159, top5_acc: 0.4337, loss_cls: 3.9552, loss: 3.9552, grad_norm: 0.9847 2020-10-04 22:12:01,408 - mmaction - INFO - Epoch [38][80/1413] lr: 5.696e-01, eta: 3 days, 14:16:50, time: 0.979, data_time: 0.001, memory: 8478, top1_acc: 0.2290, top5_acc: 0.4553, loss_cls: 3.8529, loss: 3.8529, grad_norm: 0.9717 2020-10-04 22:12:21,116 - mmaction - INFO - Epoch [38][100/1413] lr: 5.696e-01, eta: 3 days, 14:16:28, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2212, top5_acc: 0.4466, loss_cls: 3.8942, loss: 3.8942, grad_norm: 0.9719 2020-10-04 22:12:40,836 - mmaction - INFO - Epoch [38][120/1413] lr: 5.696e-01, eta: 3 days, 14:16:05, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2181, top5_acc: 0.4368, loss_cls: 3.9454, loss: 3.9454, grad_norm: 0.9861 2020-10-04 22:13:00,537 - mmaction - INFO - Epoch [38][140/1413] lr: 5.696e-01, eta: 3 days, 14:15:43, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2197, top5_acc: 0.4368, loss_cls: 3.9597, loss: 3.9597, grad_norm: 0.9830 2020-10-04 22:13:20,211 - mmaction - INFO - Epoch [38][160/1413] lr: 5.696e-01, eta: 3 days, 14:15:21, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2156, top5_acc: 0.4314, loss_cls: 3.9676, loss: 3.9676, grad_norm: 0.9637 2020-10-04 22:13:39,883 - mmaction - INFO - Epoch [38][180/1413] lr: 5.696e-01, eta: 3 days, 14:14:58, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2219, top5_acc: 0.4413, loss_cls: 3.9346, loss: 3.9346, grad_norm: 0.9627 2020-10-04 22:13:59,632 - mmaction - INFO - Epoch [38][200/1413] lr: 5.696e-01, eta: 3 days, 14:14:36, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2148, top5_acc: 0.4451, loss_cls: 3.9357, loss: 3.9357, grad_norm: 0.9715 2020-10-04 22:14:19,356 - mmaction - INFO - Epoch [38][220/1413] lr: 5.696e-01, eta: 3 days, 14:14:14, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2206, top5_acc: 0.4380, loss_cls: 3.9270, loss: 3.9270, grad_norm: 0.9722 2020-10-04 22:14:39,016 - mmaction - INFO - Epoch [38][240/1413] lr: 5.696e-01, eta: 3 days, 14:13:51, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2116, top5_acc: 0.4297, loss_cls: 3.9896, loss: 3.9896, grad_norm: 0.9682 2020-10-04 22:14:58,684 - mmaction - INFO - Epoch [38][260/1413] lr: 5.696e-01, eta: 3 days, 14:13:29, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2230, top5_acc: 0.4466, loss_cls: 3.9117, loss: 3.9117, grad_norm: 0.9795 2020-10-04 22:15:18,477 - mmaction - INFO - Epoch [38][280/1413] lr: 5.696e-01, eta: 3 days, 14:13:07, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2279, top5_acc: 0.4418, loss_cls: 3.9207, loss: 3.9207, grad_norm: 0.9804 2020-10-04 22:15:38,175 - mmaction - INFO - Epoch [38][300/1413] lr: 5.696e-01, eta: 3 days, 14:12:45, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2171, top5_acc: 0.4388, loss_cls: 3.9425, loss: 3.9425, grad_norm: 0.9830 2020-10-04 22:15:57,835 - mmaction - INFO - Epoch [38][320/1413] lr: 5.696e-01, eta: 3 days, 14:12:22, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2171, top5_acc: 0.4451, loss_cls: 3.9242, loss: 3.9242, grad_norm: 0.9614 2020-10-04 22:16:17,520 - mmaction - INFO - Epoch [38][340/1413] lr: 5.696e-01, eta: 3 days, 14:12:00, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2232, top5_acc: 0.4372, loss_cls: 3.9434, loss: 3.9434, grad_norm: 0.9591 2020-10-04 22:16:37,163 - mmaction - INFO - Epoch [38][360/1413] lr: 5.696e-01, eta: 3 days, 14:11:37, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2198, top5_acc: 0.4365, loss_cls: 3.9168, loss: 3.9168, grad_norm: 0.9912 2020-10-04 22:16:56,808 - mmaction - INFO - Epoch [38][380/1413] lr: 5.696e-01, eta: 3 days, 14:11:15, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.2182, top5_acc: 0.4448, loss_cls: 3.9198, loss: 3.9198, grad_norm: 0.9788 2020-10-04 22:17:16,560 - mmaction - INFO - Epoch [38][400/1413] lr: 5.696e-01, eta: 3 days, 14:10:53, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2232, top5_acc: 0.4405, loss_cls: 3.9413, loss: 3.9413, grad_norm: 0.9594 2020-10-04 22:17:36,228 - mmaction - INFO - Epoch [38][420/1413] lr: 5.696e-01, eta: 3 days, 14:10:30, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2177, top5_acc: 0.4398, loss_cls: 3.9216, loss: 3.9216, grad_norm: 0.9625 2020-10-04 22:17:55,977 - mmaction - INFO - Epoch [38][440/1413] lr: 5.696e-01, eta: 3 days, 14:10:08, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2159, top5_acc: 0.4361, loss_cls: 3.9476, loss: 3.9476, grad_norm: 0.9862 2020-10-04 22:18:15,732 - mmaction - INFO - Epoch [38][460/1413] lr: 5.696e-01, eta: 3 days, 14:09:46, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2120, top5_acc: 0.4342, loss_cls: 3.9616, loss: 3.9616, grad_norm: 0.9819 2020-10-04 22:18:35,489 - mmaction - INFO - Epoch [38][480/1413] lr: 5.696e-01, eta: 3 days, 14:09:24, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2154, top5_acc: 0.4341, loss_cls: 3.9902, loss: 3.9902, grad_norm: 0.9597 2020-10-04 22:18:55,339 - mmaction - INFO - Epoch [38][500/1413] lr: 5.696e-01, eta: 3 days, 14:09:03, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2163, top5_acc: 0.4402, loss_cls: 3.9354, loss: 3.9354, grad_norm: 0.9733 2020-10-04 22:19:14,995 - mmaction - INFO - Epoch [38][520/1413] lr: 5.696e-01, eta: 3 days, 14:08:40, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2185, top5_acc: 0.4374, loss_cls: 3.9375, loss: 3.9375, grad_norm: 0.9779 2020-10-04 22:19:34,676 - mmaction - INFO - Epoch [38][540/1413] lr: 5.696e-01, eta: 3 days, 14:08:18, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2100, top5_acc: 0.4435, loss_cls: 3.9424, loss: 3.9424, grad_norm: 0.9673 2020-10-04 22:19:54,387 - mmaction - INFO - Epoch [38][560/1413] lr: 5.696e-01, eta: 3 days, 14:07:56, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2177, top5_acc: 0.4380, loss_cls: 3.9232, loss: 3.9232, grad_norm: 0.9726 2020-10-04 22:20:14,039 - mmaction - INFO - Epoch [38][580/1413] lr: 5.696e-01, eta: 3 days, 14:07:33, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2176, top5_acc: 0.4424, loss_cls: 3.9169, loss: 3.9169, grad_norm: 0.9820 2020-10-04 22:20:33,816 - mmaction - INFO - Epoch [38][600/1413] lr: 5.696e-01, eta: 3 days, 14:07:11, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2126, top5_acc: 0.4273, loss_cls: 3.9859, loss: 3.9859, grad_norm: 0.9667 2020-10-04 22:20:53,428 - mmaction - INFO - Epoch [38][620/1413] lr: 5.696e-01, eta: 3 days, 14:06:48, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2156, top5_acc: 0.4389, loss_cls: 3.9528, loss: 3.9528, grad_norm: 0.9568 2020-10-04 22:21:13,098 - mmaction - INFO - Epoch [38][640/1413] lr: 5.696e-01, eta: 3 days, 14:06:26, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2191, top5_acc: 0.4388, loss_cls: 3.9314, loss: 3.9314, grad_norm: 0.9695 2020-10-04 22:21:32,806 - mmaction - INFO - Epoch [38][660/1413] lr: 5.696e-01, eta: 3 days, 14:06:04, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2074, top5_acc: 0.4266, loss_cls: 4.0021, loss: 4.0021, grad_norm: 0.9864 2020-10-04 22:21:52,510 - mmaction - INFO - Epoch [38][680/1413] lr: 5.696e-01, eta: 3 days, 14:05:41, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2139, top5_acc: 0.4362, loss_cls: 3.9414, loss: 3.9414, grad_norm: 0.9658 2020-10-04 22:22:12,162 - mmaction - INFO - Epoch [38][700/1413] lr: 5.696e-01, eta: 3 days, 14:05:19, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2232, top5_acc: 0.4520, loss_cls: 3.9107, loss: 3.9107, grad_norm: 0.9660 2020-10-04 22:22:31,781 - mmaction - INFO - Epoch [38][720/1413] lr: 5.696e-01, eta: 3 days, 14:04:56, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2180, top5_acc: 0.4385, loss_cls: 3.9441, loss: 3.9441, grad_norm: 0.9709 2020-10-04 22:22:51,412 - mmaction - INFO - Epoch [38][740/1413] lr: 5.696e-01, eta: 3 days, 14:04:33, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2148, top5_acc: 0.4290, loss_cls: 3.9782, loss: 3.9782, grad_norm: 0.9799 2020-10-04 22:23:10,948 - mmaction - INFO - Epoch [38][760/1413] lr: 5.696e-01, eta: 3 days, 14:04:10, time: 0.978, data_time: 0.002, memory: 8478, top1_acc: 0.2169, top5_acc: 0.4309, loss_cls: 3.9939, loss: 3.9939, grad_norm: 0.9612 2020-10-04 22:23:30,665 - mmaction - INFO - Epoch [38][780/1413] lr: 5.696e-01, eta: 3 days, 14:03:48, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2121, top5_acc: 0.4301, loss_cls: 3.9947, loss: 3.9947, grad_norm: 0.9613 2020-10-04 22:23:50,353 - mmaction - INFO - Epoch [38][800/1413] lr: 5.696e-01, eta: 3 days, 14:03:26, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2202, top5_acc: 0.4421, loss_cls: 3.9280, loss: 3.9280, grad_norm: 0.9677 2020-10-04 22:24:10,071 - mmaction - INFO - Epoch [38][820/1413] lr: 5.696e-01, eta: 3 days, 14:03:04, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2158, top5_acc: 0.4358, loss_cls: 3.9579, loss: 3.9579, grad_norm: 0.9703 2020-10-04 22:24:29,902 - mmaction - INFO - Epoch [38][840/1413] lr: 5.696e-01, eta: 3 days, 14:02:42, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2194, top5_acc: 0.4418, loss_cls: 3.9427, loss: 3.9427, grad_norm: 0.9740 2020-10-04 22:24:49,552 - mmaction - INFO - Epoch [38][860/1413] lr: 5.696e-01, eta: 3 days, 14:02:20, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2100, top5_acc: 0.4348, loss_cls: 3.9728, loss: 3.9728, grad_norm: 0.9606 2020-10-04 22:25:09,309 - mmaction - INFO - Epoch [38][880/1413] lr: 5.696e-01, eta: 3 days, 14:01:58, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2113, top5_acc: 0.4354, loss_cls: 3.9472, loss: 3.9472, grad_norm: 0.9610 2020-10-04 22:25:29,025 - mmaction - INFO - Epoch [38][900/1413] lr: 5.696e-01, eta: 3 days, 14:01:36, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2173, top5_acc: 0.4409, loss_cls: 3.9258, loss: 3.9258, grad_norm: 0.9768 2020-10-04 22:25:48,713 - mmaction - INFO - Epoch [38][920/1413] lr: 5.696e-01, eta: 3 days, 14:01:13, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2173, top5_acc: 0.4406, loss_cls: 3.9424, loss: 3.9424, grad_norm: 0.9745 2020-10-04 22:26:08,423 - mmaction - INFO - Epoch [38][940/1413] lr: 5.696e-01, eta: 3 days, 14:00:51, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2238, top5_acc: 0.4484, loss_cls: 3.9127, loss: 3.9127, grad_norm: 0.9652 2020-10-04 22:26:28,162 - mmaction - INFO - Epoch [38][960/1413] lr: 5.696e-01, eta: 3 days, 14:00:29, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2177, top5_acc: 0.4290, loss_cls: 3.9879, loss: 3.9879, grad_norm: 0.9749 2020-10-04 22:26:47,846 - mmaction - INFO - Epoch [38][980/1413] lr: 5.696e-01, eta: 3 days, 14:00:07, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2181, top5_acc: 0.4366, loss_cls: 3.9526, loss: 3.9526, grad_norm: 0.9489 2020-10-04 22:27:07,716 - mmaction - INFO - Epoch [38][1000/1413] lr: 5.696e-01, eta: 3 days, 13:59:45, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2181, top5_acc: 0.4280, loss_cls: 3.9745, loss: 3.9745, grad_norm: 0.9619 2020-10-04 22:27:27,392 - mmaction - INFO - Epoch [38][1020/1413] lr: 5.696e-01, eta: 3 days, 13:59:23, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2197, top5_acc: 0.4447, loss_cls: 3.9288, loss: 3.9288, grad_norm: 0.9758 2020-10-04 22:27:47,160 - mmaction - INFO - Epoch [38][1040/1413] lr: 5.696e-01, eta: 3 days, 13:59:01, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2188, top5_acc: 0.4467, loss_cls: 3.9457, loss: 3.9457, grad_norm: 0.9809 2020-10-04 22:28:06,981 - mmaction - INFO - Epoch [38][1060/1413] lr: 5.696e-01, eta: 3 days, 13:58:40, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2161, top5_acc: 0.4363, loss_cls: 3.9430, loss: 3.9430, grad_norm: 0.9681 2020-10-04 22:28:26,666 - mmaction - INFO - Epoch [38][1080/1413] lr: 5.696e-01, eta: 3 days, 13:58:17, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2174, top5_acc: 0.4398, loss_cls: 3.9803, loss: 3.9803, grad_norm: 0.9715 2020-10-04 22:28:46,445 - mmaction - INFO - Epoch [38][1100/1413] lr: 5.696e-01, eta: 3 days, 13:57:56, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2202, top5_acc: 0.4384, loss_cls: 3.9420, loss: 3.9420, grad_norm: 0.9612 2020-10-04 22:29:06,164 - mmaction - INFO - Epoch [38][1120/1413] lr: 5.696e-01, eta: 3 days, 13:57:33, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2212, top5_acc: 0.4395, loss_cls: 3.9264, loss: 3.9264, grad_norm: 0.9807 2020-10-04 22:29:25,872 - mmaction - INFO - Epoch [38][1140/1413] lr: 5.696e-01, eta: 3 days, 13:57:11, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2125, top5_acc: 0.4327, loss_cls: 3.9869, loss: 3.9869, grad_norm: 0.9808 2020-10-04 22:29:45,663 - mmaction - INFO - Epoch [38][1160/1413] lr: 5.696e-01, eta: 3 days, 13:56:50, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2174, top5_acc: 0.4391, loss_cls: 3.9613, loss: 3.9613, grad_norm: 0.9808 2020-10-04 22:30:05,280 - mmaction - INFO - Epoch [38][1180/1413] lr: 5.696e-01, eta: 3 days, 13:56:27, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2189, top5_acc: 0.4365, loss_cls: 3.9799, loss: 3.9799, grad_norm: 0.9688 2020-10-04 22:30:25,910 - mmaction - INFO - Epoch [38][1200/1413] lr: 5.696e-01, eta: 3 days, 13:56:10, time: 1.032, data_time: 0.002, memory: 8478, top1_acc: 0.2284, top5_acc: 0.4444, loss_cls: 3.9259, loss: 3.9259, grad_norm: 0.9847 2020-10-04 22:30:45,645 - mmaction - INFO - Epoch [38][1220/1413] lr: 5.696e-01, eta: 3 days, 13:55:48, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2064, top5_acc: 0.4297, loss_cls: 4.0090, loss: 4.0090, grad_norm: 0.9628 2020-10-04 22:31:05,453 - mmaction - INFO - Epoch [38][1240/1413] lr: 5.696e-01, eta: 3 days, 13:55:26, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2150, top5_acc: 0.4383, loss_cls: 3.9699, loss: 3.9699, grad_norm: 0.9770 2020-10-04 22:31:25,133 - mmaction - INFO - Epoch [38][1260/1413] lr: 5.696e-01, eta: 3 days, 13:55:04, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2130, top5_acc: 0.4346, loss_cls: 3.9598, loss: 3.9598, grad_norm: 0.9840 2020-10-04 22:31:44,892 - mmaction - INFO - Epoch [38][1280/1413] lr: 5.696e-01, eta: 3 days, 13:54:42, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2148, top5_acc: 0.4322, loss_cls: 3.9756, loss: 3.9756, grad_norm: 0.9771 2020-10-04 22:32:04,596 - mmaction - INFO - Epoch [38][1300/1413] lr: 5.696e-01, eta: 3 days, 13:54:20, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2082, top5_acc: 0.4280, loss_cls: 3.9920, loss: 3.9920, grad_norm: 0.9637 2020-10-04 22:32:24,292 - mmaction - INFO - Epoch [38][1320/1413] lr: 5.696e-01, eta: 3 days, 13:53:58, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2105, top5_acc: 0.4296, loss_cls: 4.0069, loss: 4.0069, grad_norm: 0.9660 2020-10-04 22:32:44,143 - mmaction - INFO - Epoch [38][1340/1413] lr: 5.696e-01, eta: 3 days, 13:53:36, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4385, loss_cls: 3.9383, loss: 3.9383, grad_norm: 0.9856 2020-10-04 22:33:03,846 - mmaction - INFO - Epoch [38][1360/1413] lr: 5.696e-01, eta: 3 days, 13:53:14, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2079, top5_acc: 0.4232, loss_cls: 4.0259, loss: 4.0259, grad_norm: 0.9688 2020-10-04 22:33:23,607 - mmaction - INFO - Epoch [38][1380/1413] lr: 5.696e-01, eta: 3 days, 13:52:52, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2204, top5_acc: 0.4453, loss_cls: 3.9373, loss: 3.9373, grad_norm: 0.9727 2020-10-04 22:33:43,318 - mmaction - INFO - Epoch [38][1400/1413] lr: 5.696e-01, eta: 3 days, 13:52:30, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2202, top5_acc: 0.4315, loss_cls: 3.9376, loss: 3.9376, grad_norm: 0.9695 2020-10-04 22:34:46,751 - mmaction - INFO - Epoch [39][20/1413] lr: 5.680e-01, eta: 3 days, 13:53:35, time: 2.513, data_time: 1.412, memory: 8478, top1_acc: 0.2202, top5_acc: 0.4415, loss_cls: 3.9007, loss: 3.9007, grad_norm: 0.9713 2020-10-04 22:35:06,218 - mmaction - INFO - Epoch [39][40/1413] lr: 5.680e-01, eta: 3 days, 13:53:12, time: 0.973, data_time: 0.002, memory: 8478, top1_acc: 0.2176, top5_acc: 0.4387, loss_cls: 3.9218, loss: 3.9218, grad_norm: 0.9730 2020-10-04 22:35:25,863 - mmaction - INFO - Epoch [39][60/1413] lr: 5.680e-01, eta: 3 days, 13:52:49, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2266, top5_acc: 0.4566, loss_cls: 3.8620, loss: 3.8620, grad_norm: 0.9918 2020-10-04 22:35:45,662 - mmaction - INFO - Epoch [39][80/1413] lr: 5.680e-01, eta: 3 days, 13:52:28, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2214, top5_acc: 0.4435, loss_cls: 3.9158, loss: 3.9158, grad_norm: 0.9857 2020-10-04 22:36:05,392 - mmaction - INFO - Epoch [39][100/1413] lr: 5.680e-01, eta: 3 days, 13:52:06, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2172, top5_acc: 0.4428, loss_cls: 3.8995, loss: 3.8995, grad_norm: 0.9802 2020-10-04 22:36:25,179 - mmaction - INFO - Epoch [39][120/1413] lr: 5.680e-01, eta: 3 days, 13:51:44, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.2204, top5_acc: 0.4430, loss_cls: 3.9108, loss: 3.9108, grad_norm: 0.9672 2020-10-04 22:36:44,907 - mmaction - INFO - Epoch [39][140/1413] lr: 5.680e-01, eta: 3 days, 13:51:22, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2169, top5_acc: 0.4374, loss_cls: 3.9506, loss: 3.9506, grad_norm: 0.9763 2020-10-04 22:37:04,595 - mmaction - INFO - Epoch [39][160/1413] lr: 5.680e-01, eta: 3 days, 13:50:59, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2171, top5_acc: 0.4395, loss_cls: 3.9388, loss: 3.9388, grad_norm: 0.9722 2020-10-04 22:37:24,242 - mmaction - INFO - Epoch [39][180/1413] lr: 5.680e-01, eta: 3 days, 13:50:37, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2237, top5_acc: 0.4444, loss_cls: 3.9049, loss: 3.9049, grad_norm: 0.9841 2020-10-04 22:37:43,976 - mmaction - INFO - Epoch [39][200/1413] lr: 5.680e-01, eta: 3 days, 13:50:15, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2242, top5_acc: 0.4362, loss_cls: 3.9356, loss: 3.9356, grad_norm: 0.9894 2020-10-04 22:38:03,693 - mmaction - INFO - Epoch [39][220/1413] lr: 5.680e-01, eta: 3 days, 13:49:53, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2111, top5_acc: 0.4251, loss_cls: 3.9675, loss: 3.9675, grad_norm: 0.9619 2020-10-04 22:38:23,291 - mmaction - INFO - Epoch [39][240/1413] lr: 5.680e-01, eta: 3 days, 13:49:30, time: 0.979, data_time: 0.001, memory: 8478, top1_acc: 0.2190, top5_acc: 0.4409, loss_cls: 3.9153, loss: 3.9153, grad_norm: 0.9720 2020-10-04 22:38:43,010 - mmaction - INFO - Epoch [39][260/1413] lr: 5.680e-01, eta: 3 days, 13:49:08, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2298, top5_acc: 0.4529, loss_cls: 3.8667, loss: 3.8667, grad_norm: 0.9881 2020-10-04 22:39:02,614 - mmaction - INFO - Epoch [39][280/1413] lr: 5.680e-01, eta: 3 days, 13:48:45, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2096, top5_acc: 0.4311, loss_cls: 3.9839, loss: 3.9839, grad_norm: 0.9747 2020-10-04 22:39:22,178 - mmaction - INFO - Epoch [39][300/1413] lr: 5.680e-01, eta: 3 days, 13:48:22, time: 0.978, data_time: 0.001, memory: 8478, top1_acc: 0.2182, top5_acc: 0.4456, loss_cls: 3.9156, loss: 3.9156, grad_norm: 0.9756 2020-10-04 22:39:41,918 - mmaction - INFO - Epoch [39][320/1413] lr: 5.680e-01, eta: 3 days, 13:48:00, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2207, top5_acc: 0.4361, loss_cls: 3.9247, loss: 3.9247, grad_norm: 0.9726 2020-10-04 22:40:01,555 - mmaction - INFO - Epoch [39][340/1413] lr: 5.680e-01, eta: 3 days, 13:47:37, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2148, top5_acc: 0.4409, loss_cls: 3.9423, loss: 3.9423, grad_norm: 0.9751 2020-10-04 22:40:21,223 - mmaction - INFO - Epoch [39][360/1413] lr: 5.680e-01, eta: 3 days, 13:47:15, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2169, top5_acc: 0.4464, loss_cls: 3.9477, loss: 3.9477, grad_norm: 0.9758 2020-10-04 22:40:40,941 - mmaction - INFO - Epoch [39][380/1413] lr: 5.680e-01, eta: 3 days, 13:46:53, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2111, top5_acc: 0.4297, loss_cls: 3.9984, loss: 3.9984, grad_norm: 0.9547 2020-10-04 22:41:00,582 - mmaction - INFO - Epoch [39][400/1413] lr: 5.680e-01, eta: 3 days, 13:46:30, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2177, top5_acc: 0.4414, loss_cls: 3.9213, loss: 3.9213, grad_norm: 0.9687 2020-10-04 22:41:20,266 - mmaction - INFO - Epoch [39][420/1413] lr: 5.680e-01, eta: 3 days, 13:46:08, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2125, top5_acc: 0.4359, loss_cls: 3.9466, loss: 3.9466, grad_norm: 0.9789 2020-10-04 22:41:40,022 - mmaction - INFO - Epoch [39][440/1413] lr: 5.680e-01, eta: 3 days, 13:45:46, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2112, top5_acc: 0.4380, loss_cls: 3.9603, loss: 3.9603, grad_norm: 0.9673 2020-10-04 22:41:59,724 - mmaction - INFO - Epoch [39][460/1413] lr: 5.680e-01, eta: 3 days, 13:45:24, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2118, top5_acc: 0.4414, loss_cls: 3.9415, loss: 3.9415, grad_norm: 0.9821 2020-10-04 22:42:19,503 - mmaction - INFO - Epoch [39][480/1413] lr: 5.680e-01, eta: 3 days, 13:45:02, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2202, top5_acc: 0.4370, loss_cls: 3.9429, loss: 3.9429, grad_norm: 0.9819 2020-10-04 22:42:39,207 - mmaction - INFO - Epoch [39][500/1413] lr: 5.680e-01, eta: 3 days, 13:44:40, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2173, top5_acc: 0.4339, loss_cls: 3.9685, loss: 3.9685, grad_norm: 0.9796 2020-10-04 22:42:58,890 - mmaction - INFO - Epoch [39][520/1413] lr: 5.680e-01, eta: 3 days, 13:44:18, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2195, top5_acc: 0.4418, loss_cls: 3.9274, loss: 3.9274, grad_norm: 0.9726 2020-10-04 22:43:18,648 - mmaction - INFO - Epoch [39][540/1413] lr: 5.680e-01, eta: 3 days, 13:43:56, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2122, top5_acc: 0.4335, loss_cls: 3.9825, loss: 3.9825, grad_norm: 0.9479 2020-10-04 22:43:38,374 - mmaction - INFO - Epoch [39][560/1413] lr: 5.680e-01, eta: 3 days, 13:43:34, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2189, top5_acc: 0.4387, loss_cls: 3.9271, loss: 3.9271, grad_norm: 0.9690 2020-10-04 22:43:58,055 - mmaction - INFO - Epoch [39][580/1413] lr: 5.680e-01, eta: 3 days, 13:43:12, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2335, top5_acc: 0.4482, loss_cls: 3.9021, loss: 3.9021, grad_norm: 0.9790 2020-10-04 22:44:17,802 - mmaction - INFO - Epoch [39][600/1413] lr: 5.680e-01, eta: 3 days, 13:42:50, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2191, top5_acc: 0.4391, loss_cls: 3.9315, loss: 3.9315, grad_norm: 0.9779 2020-10-04 22:44:37,380 - mmaction - INFO - Epoch [39][620/1413] lr: 5.680e-01, eta: 3 days, 13:42:27, time: 0.978, data_time: 0.001, memory: 8478, top1_acc: 0.2129, top5_acc: 0.4383, loss_cls: 3.9581, loss: 3.9581, grad_norm: 0.9759 2020-10-04 22:44:56,960 - mmaction - INFO - Epoch [39][640/1413] lr: 5.680e-01, eta: 3 days, 13:42:04, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2159, top5_acc: 0.4220, loss_cls: 3.9638, loss: 3.9638, grad_norm: 0.9699 2020-10-04 22:45:16,575 - mmaction - INFO - Epoch [39][660/1413] lr: 5.680e-01, eta: 3 days, 13:41:41, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2164, top5_acc: 0.4307, loss_cls: 3.9860, loss: 3.9860, grad_norm: 0.9914 2020-10-04 22:45:36,343 - mmaction - INFO - Epoch [39][680/1413] lr: 5.680e-01, eta: 3 days, 13:41:19, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2191, top5_acc: 0.4400, loss_cls: 3.9311, loss: 3.9311, grad_norm: 0.9644 2020-10-04 22:45:56,112 - mmaction - INFO - Epoch [39][700/1413] lr: 5.680e-01, eta: 3 days, 13:40:58, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2193, top5_acc: 0.4421, loss_cls: 3.9051, loss: 3.9051, grad_norm: 0.9721 2020-10-04 22:46:15,831 - mmaction - INFO - Epoch [39][720/1413] lr: 5.680e-01, eta: 3 days, 13:40:36, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2143, top5_acc: 0.4418, loss_cls: 3.9426, loss: 3.9426, grad_norm: 0.9710 2020-10-04 22:46:35,573 - mmaction - INFO - Epoch [39][740/1413] lr: 5.680e-01, eta: 3 days, 13:40:14, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2112, top5_acc: 0.4254, loss_cls: 3.9687, loss: 3.9687, grad_norm: 0.9650 2020-10-04 22:46:55,233 - mmaction - INFO - Epoch [39][760/1413] lr: 5.680e-01, eta: 3 days, 13:39:51, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2194, top5_acc: 0.4431, loss_cls: 3.8898, loss: 3.8898, grad_norm: 0.9814 2020-10-04 22:47:14,919 - mmaction - INFO - Epoch [39][780/1413] lr: 5.680e-01, eta: 3 days, 13:39:29, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2230, top5_acc: 0.4333, loss_cls: 3.9619, loss: 3.9619, grad_norm: 0.9895 2020-10-04 22:47:34,629 - mmaction - INFO - Epoch [39][800/1413] lr: 5.680e-01, eta: 3 days, 13:39:07, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2176, top5_acc: 0.4337, loss_cls: 3.9707, loss: 3.9707, grad_norm: 0.9641 2020-10-04 22:47:54,224 - mmaction - INFO - Epoch [39][820/1413] lr: 5.680e-01, eta: 3 days, 13:38:44, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2178, top5_acc: 0.4443, loss_cls: 3.9137, loss: 3.9137, grad_norm: 0.9816 2020-10-04 22:48:14,046 - mmaction - INFO - Epoch [39][840/1413] lr: 5.680e-01, eta: 3 days, 13:38:23, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2152, top5_acc: 0.4340, loss_cls: 3.9509, loss: 3.9509, grad_norm: 0.9885 2020-10-04 22:48:33,780 - mmaction - INFO - Epoch [39][860/1413] lr: 5.680e-01, eta: 3 days, 13:38:01, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2109, top5_acc: 0.4340, loss_cls: 3.9735, loss: 3.9735, grad_norm: 0.9674 2020-10-04 22:48:53,421 - mmaction - INFO - Epoch [39][880/1413] lr: 5.680e-01, eta: 3 days, 13:37:38, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2134, top5_acc: 0.4323, loss_cls: 3.9739, loss: 3.9739, grad_norm: 0.9664 2020-10-04 22:49:13,143 - mmaction - INFO - Epoch [39][900/1413] lr: 5.680e-01, eta: 3 days, 13:37:16, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2189, top5_acc: 0.4328, loss_cls: 3.9610, loss: 3.9610, grad_norm: 0.9661 2020-10-04 22:49:32,785 - mmaction - INFO - Epoch [39][920/1413] lr: 5.680e-01, eta: 3 days, 13:36:54, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2255, top5_acc: 0.4522, loss_cls: 3.8908, loss: 3.8908, grad_norm: 0.9657 2020-10-04 22:49:52,541 - mmaction - INFO - Epoch [39][940/1413] lr: 5.680e-01, eta: 3 days, 13:36:32, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2163, top5_acc: 0.4341, loss_cls: 3.9654, loss: 3.9654, grad_norm: 0.9841 2020-10-04 22:50:12,267 - mmaction - INFO - Epoch [39][960/1413] lr: 5.680e-01, eta: 3 days, 13:36:10, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2184, top5_acc: 0.4303, loss_cls: 3.9746, loss: 3.9746, grad_norm: 0.9705 2020-10-04 22:50:31,886 - mmaction - INFO - Epoch [39][980/1413] lr: 5.680e-01, eta: 3 days, 13:35:47, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2216, top5_acc: 0.4449, loss_cls: 3.9142, loss: 3.9142, grad_norm: 0.9646 2020-10-04 22:50:51,672 - mmaction - INFO - Epoch [39][1000/1413] lr: 5.680e-01, eta: 3 days, 13:35:25, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2202, top5_acc: 0.4456, loss_cls: 3.9331, loss: 3.9331, grad_norm: 0.9711 2020-10-04 22:51:11,325 - mmaction - INFO - Epoch [39][1020/1413] lr: 5.680e-01, eta: 3 days, 13:35:03, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2132, top5_acc: 0.4449, loss_cls: 3.9237, loss: 3.9237, grad_norm: 0.9739 2020-10-04 22:51:31,102 - mmaction - INFO - Epoch [39][1040/1413] lr: 5.680e-01, eta: 3 days, 13:34:41, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2201, top5_acc: 0.4444, loss_cls: 3.9263, loss: 3.9263, grad_norm: 0.9826 2020-10-04 22:51:50,744 - mmaction - INFO - Epoch [39][1060/1413] lr: 5.680e-01, eta: 3 days, 13:34:19, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2035, top5_acc: 0.4271, loss_cls: 3.9861, loss: 3.9861, grad_norm: 0.9779 2020-10-04 22:52:10,486 - mmaction - INFO - Epoch [39][1080/1413] lr: 5.680e-01, eta: 3 days, 13:33:57, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2142, top5_acc: 0.4227, loss_cls: 4.0080, loss: 4.0080, grad_norm: 0.9614 2020-10-04 22:52:30,303 - mmaction - INFO - Epoch [39][1100/1413] lr: 5.680e-01, eta: 3 days, 13:33:35, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2096, top5_acc: 0.4290, loss_cls: 3.9911, loss: 3.9911, grad_norm: 0.9751 2020-10-04 22:52:50,002 - mmaction - INFO - Epoch [39][1120/1413] lr: 5.680e-01, eta: 3 days, 13:33:13, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2074, top5_acc: 0.4388, loss_cls: 3.9605, loss: 3.9605, grad_norm: 0.9712 2020-10-04 22:53:09,572 - mmaction - INFO - Epoch [39][1140/1413] lr: 5.680e-01, eta: 3 days, 13:32:50, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2103, top5_acc: 0.4306, loss_cls: 3.9965, loss: 3.9965, grad_norm: 0.9677 2020-10-04 22:53:29,383 - mmaction - INFO - Epoch [39][1160/1413] lr: 5.680e-01, eta: 3 days, 13:32:29, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2169, top5_acc: 0.4280, loss_cls: 3.9852, loss: 3.9852, grad_norm: 0.9657 2020-10-04 22:53:49,074 - mmaction - INFO - Epoch [39][1180/1413] lr: 5.680e-01, eta: 3 days, 13:32:07, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2108, top5_acc: 0.4382, loss_cls: 3.9673, loss: 3.9673, grad_norm: 0.9729 2020-10-04 22:54:08,864 - mmaction - INFO - Epoch [39][1200/1413] lr: 5.680e-01, eta: 3 days, 13:31:45, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2258, top5_acc: 0.4479, loss_cls: 3.9042, loss: 3.9042, grad_norm: 0.9637 2020-10-04 22:54:28,574 - mmaction - INFO - Epoch [39][1220/1413] lr: 5.680e-01, eta: 3 days, 13:31:23, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2171, top5_acc: 0.4294, loss_cls: 3.9581, loss: 3.9581, grad_norm: 0.9770 2020-10-04 22:54:48,338 - mmaction - INFO - Epoch [39][1240/1413] lr: 5.680e-01, eta: 3 days, 13:31:01, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2171, top5_acc: 0.4384, loss_cls: 3.9659, loss: 3.9659, grad_norm: 0.9853 2020-10-04 22:55:08,048 - mmaction - INFO - Epoch [39][1260/1413] lr: 5.680e-01, eta: 3 days, 13:30:39, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2052, top5_acc: 0.4309, loss_cls: 3.9795, loss: 3.9795, grad_norm: 0.9621 2020-10-04 22:55:27,717 - mmaction - INFO - Epoch [39][1280/1413] lr: 5.680e-01, eta: 3 days, 13:30:17, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2190, top5_acc: 0.4353, loss_cls: 3.9352, loss: 3.9352, grad_norm: 0.9645 2020-10-04 22:55:47,300 - mmaction - INFO - Epoch [39][1300/1413] lr: 5.680e-01, eta: 3 days, 13:29:54, time: 0.979, data_time: 0.001, memory: 8478, top1_acc: 0.2087, top5_acc: 0.4306, loss_cls: 4.0003, loss: 4.0003, grad_norm: 0.9796 2020-10-04 22:56:07,000 - mmaction - INFO - Epoch [39][1320/1413] lr: 5.680e-01, eta: 3 days, 13:29:32, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2147, top5_acc: 0.4296, loss_cls: 4.0008, loss: 4.0008, grad_norm: 0.9631 2020-10-04 22:56:26,689 - mmaction - INFO - Epoch [39][1340/1413] lr: 5.680e-01, eta: 3 days, 13:29:10, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2172, top5_acc: 0.4473, loss_cls: 3.9316, loss: 3.9316, grad_norm: 0.9654 2020-10-04 22:56:46,452 - mmaction - INFO - Epoch [39][1360/1413] lr: 5.680e-01, eta: 3 days, 13:28:48, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2143, top5_acc: 0.4363, loss_cls: 3.9760, loss: 3.9760, grad_norm: 0.9891 2020-10-04 22:57:06,090 - mmaction - INFO - Epoch [39][1380/1413] lr: 5.680e-01, eta: 3 days, 13:28:25, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.2143, top5_acc: 0.4388, loss_cls: 3.9618, loss: 3.9618, grad_norm: 0.9695 2020-10-04 22:57:25,855 - mmaction - INFO - Epoch [39][1400/1413] lr: 5.680e-01, eta: 3 days, 13:28:04, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2174, top5_acc: 0.4371, loss_cls: 3.9384, loss: 3.9384, grad_norm: 0.9716 2020-10-04 22:58:29,715 - mmaction - INFO - Epoch [40][20/1413] lr: 5.663e-01, eta: 3 days, 13:29:07, time: 2.525, data_time: 1.392, memory: 8478, top1_acc: 0.2203, top5_acc: 0.4328, loss_cls: 3.9629, loss: 3.9629, grad_norm: 0.9785 2020-10-04 22:58:49,165 - mmaction - INFO - Epoch [40][40/1413] lr: 5.663e-01, eta: 3 days, 13:28:44, time: 0.972, data_time: 0.002, memory: 8478, top1_acc: 0.2112, top5_acc: 0.4362, loss_cls: 3.9514, loss: 3.9514, grad_norm: 0.9642 2020-10-04 22:59:08,817 - mmaction - INFO - Epoch [40][60/1413] lr: 5.663e-01, eta: 3 days, 13:28:21, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2176, top5_acc: 0.4487, loss_cls: 3.9182, loss: 3.9182, grad_norm: 0.9689 2020-10-04 22:59:28,543 - mmaction - INFO - Epoch [40][80/1413] lr: 5.663e-01, eta: 3 days, 13:27:59, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2251, top5_acc: 0.4457, loss_cls: 3.8871, loss: 3.8871, grad_norm: 0.9842 2020-10-04 22:59:48,204 - mmaction - INFO - Epoch [40][100/1413] lr: 5.663e-01, eta: 3 days, 13:27:37, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2182, top5_acc: 0.4339, loss_cls: 3.9547, loss: 3.9547, grad_norm: 0.9866 2020-10-04 23:00:09,676 - mmaction - INFO - Epoch [40][120/1413] lr: 5.663e-01, eta: 3 days, 13:27:25, time: 1.073, data_time: 0.002, memory: 8478, top1_acc: 0.2199, top5_acc: 0.4354, loss_cls: 3.9213, loss: 3.9213, grad_norm: 0.9775 2020-10-04 23:00:29,394 - mmaction - INFO - Epoch [40][140/1413] lr: 5.663e-01, eta: 3 days, 13:27:03, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2215, top5_acc: 0.4440, loss_cls: 3.9090, loss: 3.9090, grad_norm: 0.9692 2020-10-04 23:00:49,084 - mmaction - INFO - Epoch [40][160/1413] lr: 5.663e-01, eta: 3 days, 13:26:40, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2133, top5_acc: 0.4417, loss_cls: 3.9470, loss: 3.9470, grad_norm: 0.9891 2020-10-04 23:01:08,767 - mmaction - INFO - Epoch [40][180/1413] lr: 5.663e-01, eta: 3 days, 13:26:18, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2176, top5_acc: 0.4388, loss_cls: 3.9468, loss: 3.9468, grad_norm: 0.9668 2020-10-04 23:01:28,568 - mmaction - INFO - Epoch [40][200/1413] lr: 5.663e-01, eta: 3 days, 13:25:57, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2241, top5_acc: 0.4470, loss_cls: 3.9158, loss: 3.9158, grad_norm: 0.9728 2020-10-04 23:01:48,232 - mmaction - INFO - Epoch [40][220/1413] lr: 5.663e-01, eta: 3 days, 13:25:34, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2109, top5_acc: 0.4370, loss_cls: 3.9493, loss: 3.9493, grad_norm: 0.9765 2020-10-04 23:02:08,028 - mmaction - INFO - Epoch [40][240/1413] lr: 5.663e-01, eta: 3 days, 13:25:13, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2191, top5_acc: 0.4333, loss_cls: 3.9765, loss: 3.9765, grad_norm: 0.9781 2020-10-04 23:02:27,741 - mmaction - INFO - Epoch [40][260/1413] lr: 5.663e-01, eta: 3 days, 13:24:50, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2199, top5_acc: 0.4422, loss_cls: 3.9344, loss: 3.9344, grad_norm: 0.9721 2020-10-04 23:02:47,443 - mmaction - INFO - Epoch [40][280/1413] lr: 5.663e-01, eta: 3 days, 13:24:28, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2138, top5_acc: 0.4208, loss_cls: 3.9904, loss: 3.9904, grad_norm: 0.9737 2020-10-04 23:03:07,263 - mmaction - INFO - Epoch [40][300/1413] lr: 5.663e-01, eta: 3 days, 13:24:07, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2147, top5_acc: 0.4363, loss_cls: 3.9641, loss: 3.9641, grad_norm: 0.9579 2020-10-04 23:03:27,017 - mmaction - INFO - Epoch [40][320/1413] lr: 5.663e-01, eta: 3 days, 13:23:45, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2155, top5_acc: 0.4362, loss_cls: 3.9517, loss: 3.9517, grad_norm: 0.9637 2020-10-04 23:03:46,674 - mmaction - INFO - Epoch [40][340/1413] lr: 5.663e-01, eta: 3 days, 13:23:23, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2211, top5_acc: 0.4414, loss_cls: 3.9158, loss: 3.9158, grad_norm: 0.9693 2020-10-04 23:04:06,396 - mmaction - INFO - Epoch [40][360/1413] lr: 5.663e-01, eta: 3 days, 13:23:01, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2178, top5_acc: 0.4405, loss_cls: 3.8998, loss: 3.8998, grad_norm: 0.9658 2020-10-04 23:04:26,114 - mmaction - INFO - Epoch [40][380/1413] lr: 5.663e-01, eta: 3 days, 13:22:39, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2184, top5_acc: 0.4353, loss_cls: 3.9265, loss: 3.9265, grad_norm: 0.9754 2020-10-04 23:04:45,785 - mmaction - INFO - Epoch [40][400/1413] lr: 5.663e-01, eta: 3 days, 13:22:16, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2251, top5_acc: 0.4509, loss_cls: 3.9056, loss: 3.9056, grad_norm: 0.9862 2020-10-04 23:05:05,427 - mmaction - INFO - Epoch [40][420/1413] lr: 5.663e-01, eta: 3 days, 13:21:54, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2245, top5_acc: 0.4437, loss_cls: 3.9146, loss: 3.9146, grad_norm: 0.9833 2020-10-04 23:05:25,099 - mmaction - INFO - Epoch [40][440/1413] lr: 5.663e-01, eta: 3 days, 13:21:32, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2189, top5_acc: 0.4344, loss_cls: 3.9652, loss: 3.9652, grad_norm: 0.9802 2020-10-04 23:05:44,857 - mmaction - INFO - Epoch [40][460/1413] lr: 5.663e-01, eta: 3 days, 13:21:10, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2253, top5_acc: 0.4447, loss_cls: 3.9148, loss: 3.9148, grad_norm: 0.9808 2020-10-04 23:06:04,597 - mmaction - INFO - Epoch [40][480/1413] lr: 5.663e-01, eta: 3 days, 13:20:48, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2216, top5_acc: 0.4443, loss_cls: 3.9192, loss: 3.9192, grad_norm: 0.9797 2020-10-04 23:06:24,332 - mmaction - INFO - Epoch [40][500/1413] lr: 5.663e-01, eta: 3 days, 13:20:26, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2169, top5_acc: 0.4370, loss_cls: 3.9381, loss: 3.9381, grad_norm: 0.9687 2020-10-04 23:06:44,137 - mmaction - INFO - Epoch [40][520/1413] lr: 5.663e-01, eta: 3 days, 13:20:04, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2176, top5_acc: 0.4414, loss_cls: 3.9237, loss: 3.9237, grad_norm: 0.9835 2020-10-04 23:07:03,898 - mmaction - INFO - Epoch [40][540/1413] lr: 5.663e-01, eta: 3 days, 13:19:43, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2204, top5_acc: 0.4371, loss_cls: 3.9472, loss: 3.9472, grad_norm: 0.9737 2020-10-04 23:07:23,624 - mmaction - INFO - Epoch [40][560/1413] lr: 5.663e-01, eta: 3 days, 13:19:21, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2276, top5_acc: 0.4470, loss_cls: 3.9080, loss: 3.9080, grad_norm: 0.9636 2020-10-04 23:07:43,236 - mmaction - INFO - Epoch [40][580/1413] lr: 5.663e-01, eta: 3 days, 13:18:58, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.2194, top5_acc: 0.4500, loss_cls: 3.8916, loss: 3.8916, grad_norm: 0.9879 2020-10-04 23:08:02,989 - mmaction - INFO - Epoch [40][600/1413] lr: 5.663e-01, eta: 3 days, 13:18:36, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2249, top5_acc: 0.4354, loss_cls: 3.9419, loss: 3.9419, grad_norm: 0.9564 2020-10-04 23:08:22,641 - mmaction - INFO - Epoch [40][620/1413] lr: 5.663e-01, eta: 3 days, 13:18:14, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2151, top5_acc: 0.4339, loss_cls: 3.9639, loss: 3.9639, grad_norm: 0.9952 2020-10-04 23:08:42,301 - mmaction - INFO - Epoch [40][640/1413] lr: 5.663e-01, eta: 3 days, 13:17:52, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2178, top5_acc: 0.4329, loss_cls: 3.9407, loss: 3.9407, grad_norm: 0.9799 2020-10-04 23:09:01,966 - mmaction - INFO - Epoch [40][660/1413] lr: 5.663e-01, eta: 3 days, 13:17:29, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2026, top5_acc: 0.4329, loss_cls: 3.9763, loss: 3.9763, grad_norm: 0.9861 2020-10-04 23:09:21,701 - mmaction - INFO - Epoch [40][680/1413] lr: 5.663e-01, eta: 3 days, 13:17:07, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2177, top5_acc: 0.4395, loss_cls: 3.9601, loss: 3.9601, grad_norm: 0.9648 2020-10-04 23:09:41,400 - mmaction - INFO - Epoch [40][700/1413] lr: 5.663e-01, eta: 3 days, 13:16:45, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2208, top5_acc: 0.4389, loss_cls: 3.9524, loss: 3.9524, grad_norm: 0.9711 2020-10-04 23:10:00,999 - mmaction - INFO - Epoch [40][720/1413] lr: 5.663e-01, eta: 3 days, 13:16:23, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2228, top5_acc: 0.4405, loss_cls: 3.9604, loss: 3.9604, grad_norm: 0.9873 2020-10-04 23:10:20,714 - mmaction - INFO - Epoch [40][740/1413] lr: 5.663e-01, eta: 3 days, 13:16:00, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2180, top5_acc: 0.4370, loss_cls: 3.9680, loss: 3.9680, grad_norm: 0.9775 2020-10-04 23:10:40,368 - mmaction - INFO - Epoch [40][760/1413] lr: 5.663e-01, eta: 3 days, 13:15:38, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2257, top5_acc: 0.4385, loss_cls: 3.9216, loss: 3.9216, grad_norm: 0.9582 2020-10-04 23:11:00,048 - mmaction - INFO - Epoch [40][780/1413] lr: 5.663e-01, eta: 3 days, 13:15:16, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2186, top5_acc: 0.4363, loss_cls: 3.9327, loss: 3.9327, grad_norm: 0.9723 2020-10-04 23:11:19,849 - mmaction - INFO - Epoch [40][800/1413] lr: 5.663e-01, eta: 3 days, 13:14:54, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2143, top5_acc: 0.4355, loss_cls: 3.9354, loss: 3.9354, grad_norm: 0.9677 2020-10-04 23:11:39,549 - mmaction - INFO - Epoch [40][820/1413] lr: 5.663e-01, eta: 3 days, 13:14:32, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2098, top5_acc: 0.4315, loss_cls: 3.9746, loss: 3.9746, grad_norm: 0.9747 2020-10-04 23:11:59,253 - mmaction - INFO - Epoch [40][840/1413] lr: 5.663e-01, eta: 3 days, 13:14:10, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2085, top5_acc: 0.4341, loss_cls: 3.9585, loss: 3.9585, grad_norm: 0.9781 2020-10-04 23:12:19,064 - mmaction - INFO - Epoch [40][860/1413] lr: 5.663e-01, eta: 3 days, 13:13:49, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2163, top5_acc: 0.4402, loss_cls: 3.9494, loss: 3.9494, grad_norm: 0.9668 2020-10-04 23:12:38,831 - mmaction - INFO - Epoch [40][880/1413] lr: 5.663e-01, eta: 3 days, 13:13:27, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2195, top5_acc: 0.4405, loss_cls: 3.9356, loss: 3.9356, grad_norm: 0.9832 2020-10-04 23:12:58,611 - mmaction - INFO - Epoch [40][900/1413] lr: 5.663e-01, eta: 3 days, 13:13:05, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2148, top5_acc: 0.4285, loss_cls: 3.9993, loss: 3.9993, grad_norm: 0.9773 2020-10-04 23:13:18,344 - mmaction - INFO - Epoch [40][920/1413] lr: 5.663e-01, eta: 3 days, 13:12:43, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2133, top5_acc: 0.4393, loss_cls: 3.9503, loss: 3.9503, grad_norm: 0.9739 2020-10-04 23:13:37,965 - mmaction - INFO - Epoch [40][940/1413] lr: 5.663e-01, eta: 3 days, 13:12:21, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2203, top5_acc: 0.4474, loss_cls: 3.9141, loss: 3.9141, grad_norm: 0.9646 2020-10-04 23:13:57,587 - mmaction - INFO - Epoch [40][960/1413] lr: 5.663e-01, eta: 3 days, 13:11:58, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2118, top5_acc: 0.4387, loss_cls: 3.9245, loss: 3.9245, grad_norm: 0.9702 2020-10-04 23:14:17,316 - mmaction - INFO - Epoch [40][980/1413] lr: 5.663e-01, eta: 3 days, 13:11:37, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2223, top5_acc: 0.4440, loss_cls: 3.9094, loss: 3.9094, grad_norm: 0.9726 2020-10-04 23:14:37,059 - mmaction - INFO - Epoch [40][1000/1413] lr: 5.663e-01, eta: 3 days, 13:11:15, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2250, top5_acc: 0.4473, loss_cls: 3.9153, loss: 3.9153, grad_norm: 0.9815 2020-10-04 23:14:56,766 - mmaction - INFO - Epoch [40][1020/1413] lr: 5.663e-01, eta: 3 days, 13:10:53, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2228, top5_acc: 0.4475, loss_cls: 3.9241, loss: 3.9241, grad_norm: 0.9851 2020-10-04 23:15:16,504 - mmaction - INFO - Epoch [40][1040/1413] lr: 5.663e-01, eta: 3 days, 13:10:31, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2111, top5_acc: 0.4339, loss_cls: 3.9802, loss: 3.9802, grad_norm: 0.9906 2020-10-04 23:15:36,213 - mmaction - INFO - Epoch [40][1060/1413] lr: 5.663e-01, eta: 3 days, 13:10:09, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2072, top5_acc: 0.4207, loss_cls: 4.0126, loss: 4.0126, grad_norm: 0.9651 2020-10-04 23:15:55,909 - mmaction - INFO - Epoch [40][1080/1413] lr: 5.663e-01, eta: 3 days, 13:09:47, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2204, top5_acc: 0.4350, loss_cls: 3.9668, loss: 3.9668, grad_norm: 0.9652 2020-10-04 23:16:15,551 - mmaction - INFO - Epoch [40][1100/1413] lr: 5.663e-01, eta: 3 days, 13:09:24, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2182, top5_acc: 0.4376, loss_cls: 3.9301, loss: 3.9301, grad_norm: 0.9761 2020-10-04 23:16:35,182 - mmaction - INFO - Epoch [40][1120/1413] lr: 5.663e-01, eta: 3 days, 13:09:02, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2115, top5_acc: 0.4284, loss_cls: 3.9647, loss: 3.9647, grad_norm: 0.9681 2020-10-04 23:16:54,905 - mmaction - INFO - Epoch [40][1140/1413] lr: 5.663e-01, eta: 3 days, 13:08:40, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2186, top5_acc: 0.4389, loss_cls: 3.9451, loss: 3.9451, grad_norm: 0.9836 2020-10-04 23:17:14,615 - mmaction - INFO - Epoch [40][1160/1413] lr: 5.663e-01, eta: 3 days, 13:08:18, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2129, top5_acc: 0.4258, loss_cls: 3.9842, loss: 3.9842, grad_norm: 0.9785 2020-10-04 23:17:34,302 - mmaction - INFO - Epoch [40][1180/1413] lr: 5.663e-01, eta: 3 days, 13:07:56, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2154, top5_acc: 0.4371, loss_cls: 3.9894, loss: 3.9894, grad_norm: 0.9917 2020-10-04 23:17:54,011 - mmaction - INFO - Epoch [40][1200/1413] lr: 5.663e-01, eta: 3 days, 13:07:34, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2189, top5_acc: 0.4331, loss_cls: 3.9883, loss: 3.9883, grad_norm: 0.9572 2020-10-04 23:18:13,727 - mmaction - INFO - Epoch [40][1220/1413] lr: 5.663e-01, eta: 3 days, 13:07:12, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2203, top5_acc: 0.4430, loss_cls: 3.9129, loss: 3.9129, grad_norm: 0.9602 2020-10-04 23:18:33,431 - mmaction - INFO - Epoch [40][1240/1413] lr: 5.663e-01, eta: 3 days, 13:06:50, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2173, top5_acc: 0.4417, loss_cls: 3.9440, loss: 3.9440, grad_norm: 0.9868 2020-10-04 23:18:52,985 - mmaction - INFO - Epoch [40][1260/1413] lr: 5.663e-01, eta: 3 days, 13:06:27, time: 0.978, data_time: 0.002, memory: 8478, top1_acc: 0.2081, top5_acc: 0.4319, loss_cls: 3.9918, loss: 3.9918, grad_norm: 0.9835 2020-10-04 23:19:12,603 - mmaction - INFO - Epoch [40][1280/1413] lr: 5.663e-01, eta: 3 days, 13:06:04, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2212, top5_acc: 0.4430, loss_cls: 3.9276, loss: 3.9276, grad_norm: 0.9612 2020-10-04 23:19:32,371 - mmaction - INFO - Epoch [40][1300/1413] lr: 5.663e-01, eta: 3 days, 13:05:43, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.2243, top5_acc: 0.4470, loss_cls: 3.9184, loss: 3.9184, grad_norm: 0.9788 2020-10-04 23:19:52,116 - mmaction - INFO - Epoch [40][1320/1413] lr: 5.663e-01, eta: 3 days, 13:05:21, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2154, top5_acc: 0.4401, loss_cls: 3.9457, loss: 3.9457, grad_norm: 0.9874 2020-10-04 23:20:11,824 - mmaction - INFO - Epoch [40][1340/1413] lr: 5.663e-01, eta: 3 days, 13:04:59, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2211, top5_acc: 0.4380, loss_cls: 3.9603, loss: 3.9603, grad_norm: 0.9817 2020-10-04 23:20:31,526 - mmaction - INFO - Epoch [40][1360/1413] lr: 5.663e-01, eta: 3 days, 13:04:37, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2150, top5_acc: 0.4322, loss_cls: 3.9979, loss: 3.9979, grad_norm: 0.9743 2020-10-04 23:20:51,232 - mmaction - INFO - Epoch [40][1380/1413] lr: 5.663e-01, eta: 3 days, 13:04:15, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2191, top5_acc: 0.4371, loss_cls: 3.9319, loss: 3.9319, grad_norm: 0.9687 2020-10-04 23:21:10,968 - mmaction - INFO - Epoch [40][1400/1413] lr: 5.663e-01, eta: 3 days, 13:03:53, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2116, top5_acc: 0.4353, loss_cls: 3.9548, loss: 3.9548, grad_norm: 0.9733 2020-10-04 23:21:25,547 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-10-04 23:22:51,643 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-04 23:22:54,278 - mmaction - INFO - top1_acc 0.2070 top5_acc 0.4322 2020-10-04 23:22:54,279 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-04 23:22:54,418 - mmaction - INFO - mean_acc 0.2068 2020-10-04 23:22:54,432 - mmaction - INFO - Epoch(val) [40][1413] top1_acc: 0.2070, top5_acc: 0.4322, mean_class_accuracy: 0.2068 2020-10-04 23:23:40,920 - mmaction - INFO - Epoch [41][20/1413] lr: 5.646e-01, eta: 3 days, 13:04:32, time: 2.323, data_time: 1.285, memory: 8478, top1_acc: 0.2169, top5_acc: 0.4470, loss_cls: 3.9211, loss: 3.9211, grad_norm: 0.9591 2020-10-04 23:24:00,238 - mmaction - INFO - Epoch [41][40/1413] lr: 5.646e-01, eta: 3 days, 13:04:08, time: 0.966, data_time: 0.002, memory: 8478, top1_acc: 0.2096, top5_acc: 0.4405, loss_cls: 3.9371, loss: 3.9371, grad_norm: 0.9832 2020-10-04 23:24:19,876 - mmaction - INFO - Epoch [41][60/1413] lr: 5.646e-01, eta: 3 days, 13:03:45, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.2133, top5_acc: 0.4378, loss_cls: 3.9128, loss: 3.9128, grad_norm: 0.9735 2020-10-04 23:24:39,467 - mmaction - INFO - Epoch [41][80/1413] lr: 5.646e-01, eta: 3 days, 13:03:23, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2104, top5_acc: 0.4323, loss_cls: 3.9597, loss: 3.9597, grad_norm: 0.9907 2020-10-04 23:24:59,277 - mmaction - INFO - Epoch [41][100/1413] lr: 5.646e-01, eta: 3 days, 13:03:01, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2273, top5_acc: 0.4434, loss_cls: 3.9453, loss: 3.9453, grad_norm: 0.9826 2020-10-04 23:25:19,026 - mmaction - INFO - Epoch [41][120/1413] lr: 5.646e-01, eta: 3 days, 13:02:39, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2204, top5_acc: 0.4359, loss_cls: 3.9335, loss: 3.9335, grad_norm: 0.9853 2020-10-04 23:25:38,715 - mmaction - INFO - Epoch [41][140/1413] lr: 5.646e-01, eta: 3 days, 13:02:17, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2182, top5_acc: 0.4408, loss_cls: 3.9206, loss: 3.9206, grad_norm: 0.9838 2020-10-04 23:25:58,348 - mmaction - INFO - Epoch [41][160/1413] lr: 5.646e-01, eta: 3 days, 13:01:55, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2224, top5_acc: 0.4454, loss_cls: 3.9009, loss: 3.9009, grad_norm: 1.0000 2020-10-04 23:26:18,170 - mmaction - INFO - Epoch [41][180/1413] lr: 5.646e-01, eta: 3 days, 13:01:33, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2134, top5_acc: 0.4391, loss_cls: 3.9522, loss: 3.9522, grad_norm: 0.9634 2020-10-04 23:26:37,809 - mmaction - INFO - Epoch [41][200/1413] lr: 5.646e-01, eta: 3 days, 13:01:11, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2158, top5_acc: 0.4228, loss_cls: 3.9650, loss: 3.9650, grad_norm: 0.9793 2020-10-04 23:26:57,563 - mmaction - INFO - Epoch [41][220/1413] lr: 5.646e-01, eta: 3 days, 13:00:49, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2219, top5_acc: 0.4370, loss_cls: 3.9467, loss: 3.9467, grad_norm: 0.9776 2020-10-04 23:27:17,344 - mmaction - INFO - Epoch [41][240/1413] lr: 5.646e-01, eta: 3 days, 13:00:28, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2193, top5_acc: 0.4372, loss_cls: 3.9427, loss: 3.9427, grad_norm: 0.9716 2020-10-04 23:27:37,261 - mmaction - INFO - Epoch [41][260/1413] lr: 5.646e-01, eta: 3 days, 13:00:07, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2164, top5_acc: 0.4401, loss_cls: 3.9308, loss: 3.9308, grad_norm: 0.9771 2020-10-04 23:27:56,982 - mmaction - INFO - Epoch [41][280/1413] lr: 5.646e-01, eta: 3 days, 12:59:45, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2105, top5_acc: 0.4327, loss_cls: 3.9495, loss: 3.9495, grad_norm: 0.9817 2020-10-04 23:28:16,666 - mmaction - INFO - Epoch [41][300/1413] lr: 5.646e-01, eta: 3 days, 12:59:23, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2203, top5_acc: 0.4454, loss_cls: 3.9055, loss: 3.9055, grad_norm: 0.9844 2020-10-04 23:28:36,434 - mmaction - INFO - Epoch [41][320/1413] lr: 5.646e-01, eta: 3 days, 12:59:01, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2154, top5_acc: 0.4408, loss_cls: 3.9143, loss: 3.9143, grad_norm: 0.9748 2020-10-04 23:28:56,090 - mmaction - INFO - Epoch [41][340/1413] lr: 5.646e-01, eta: 3 days, 12:58:39, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2141, top5_acc: 0.4355, loss_cls: 3.9548, loss: 3.9548, grad_norm: 0.9829 2020-10-04 23:29:15,745 - mmaction - INFO - Epoch [41][360/1413] lr: 5.646e-01, eta: 3 days, 12:58:16, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2176, top5_acc: 0.4358, loss_cls: 3.9484, loss: 3.9484, grad_norm: 0.9832 2020-10-04 23:29:35,509 - mmaction - INFO - Epoch [41][380/1413] lr: 5.646e-01, eta: 3 days, 12:57:55, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2145, top5_acc: 0.4411, loss_cls: 3.9306, loss: 3.9306, grad_norm: 0.9936 2020-10-04 23:29:55,220 - mmaction - INFO - Epoch [41][400/1413] lr: 5.646e-01, eta: 3 days, 12:57:33, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2203, top5_acc: 0.4395, loss_cls: 3.9248, loss: 3.9248, grad_norm: 0.9590 2020-10-04 23:30:15,735 - mmaction - INFO - Epoch [41][420/1413] lr: 5.646e-01, eta: 3 days, 12:57:15, time: 1.025, data_time: 0.002, memory: 8478, top1_acc: 0.2151, top5_acc: 0.4354, loss_cls: 3.9582, loss: 3.9582, grad_norm: 0.9721 2020-10-04 23:30:35,546 - mmaction - INFO - Epoch [41][440/1413] lr: 5.646e-01, eta: 3 days, 12:56:54, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2173, top5_acc: 0.4292, loss_cls: 3.9498, loss: 3.9498, grad_norm: 0.9645 2020-10-04 23:30:55,181 - mmaction - INFO - Epoch [41][460/1413] lr: 5.646e-01, eta: 3 days, 12:56:31, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2216, top5_acc: 0.4422, loss_cls: 3.9139, loss: 3.9139, grad_norm: 0.9777 2020-10-04 23:31:14,981 - mmaction - INFO - Epoch [41][480/1413] lr: 5.646e-01, eta: 3 days, 12:56:10, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2245, top5_acc: 0.4398, loss_cls: 3.9197, loss: 3.9197, grad_norm: 0.9917 2020-10-04 23:31:34,652 - mmaction - INFO - Epoch [41][500/1413] lr: 5.646e-01, eta: 3 days, 12:55:47, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2160, top5_acc: 0.4344, loss_cls: 3.9618, loss: 3.9618, grad_norm: 0.9796 2020-10-04 23:31:54,375 - mmaction - INFO - Epoch [41][520/1413] lr: 5.646e-01, eta: 3 days, 12:55:26, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2202, top5_acc: 0.4430, loss_cls: 3.9159, loss: 3.9159, grad_norm: 0.9884 2020-10-04 23:32:14,108 - mmaction - INFO - Epoch [41][540/1413] lr: 5.646e-01, eta: 3 days, 12:55:04, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2137, top5_acc: 0.4388, loss_cls: 3.9668, loss: 3.9668, grad_norm: 0.9780 2020-10-04 23:32:33,843 - mmaction - INFO - Epoch [41][560/1413] lr: 5.646e-01, eta: 3 days, 12:54:42, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2216, top5_acc: 0.4451, loss_cls: 3.9176, loss: 3.9176, grad_norm: 0.9954 2020-10-04 23:32:53,589 - mmaction - INFO - Epoch [41][580/1413] lr: 5.646e-01, eta: 3 days, 12:54:20, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2236, top5_acc: 0.4456, loss_cls: 3.9139, loss: 3.9139, grad_norm: 0.9819 2020-10-04 23:33:13,352 - mmaction - INFO - Epoch [41][600/1413] lr: 5.646e-01, eta: 3 days, 12:53:58, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2201, top5_acc: 0.4385, loss_cls: 3.9227, loss: 3.9227, grad_norm: 0.9877 2020-10-04 23:33:33,093 - mmaction - INFO - Epoch [41][620/1413] lr: 5.646e-01, eta: 3 days, 12:53:37, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2190, top5_acc: 0.4404, loss_cls: 3.9226, loss: 3.9226, grad_norm: 0.9624 2020-10-04 23:33:52,726 - mmaction - INFO - Epoch [41][640/1413] lr: 5.646e-01, eta: 3 days, 12:53:14, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2246, top5_acc: 0.4542, loss_cls: 3.8827, loss: 3.8827, grad_norm: 0.9919 2020-10-04 23:34:12,378 - mmaction - INFO - Epoch [41][660/1413] lr: 5.646e-01, eta: 3 days, 12:52:52, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2188, top5_acc: 0.4363, loss_cls: 3.9583, loss: 3.9583, grad_norm: 0.9886 2020-10-04 23:34:32,115 - mmaction - INFO - Epoch [41][680/1413] lr: 5.646e-01, eta: 3 days, 12:52:30, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2191, top5_acc: 0.4440, loss_cls: 3.9318, loss: 3.9318, grad_norm: 0.9754 2020-10-04 23:34:51,735 - mmaction - INFO - Epoch [41][700/1413] lr: 5.646e-01, eta: 3 days, 12:52:08, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2186, top5_acc: 0.4441, loss_cls: 3.9430, loss: 3.9430, grad_norm: 0.9877 2020-10-04 23:35:11,440 - mmaction - INFO - Epoch [41][720/1413] lr: 5.646e-01, eta: 3 days, 12:51:46, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2168, top5_acc: 0.4452, loss_cls: 3.9209, loss: 3.9209, grad_norm: 0.9655 2020-10-04 23:35:31,209 - mmaction - INFO - Epoch [41][740/1413] lr: 5.646e-01, eta: 3 days, 12:51:24, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2208, top5_acc: 0.4499, loss_cls: 3.9322, loss: 3.9322, grad_norm: 0.9795 2020-10-04 23:35:50,947 - mmaction - INFO - Epoch [41][760/1413] lr: 5.646e-01, eta: 3 days, 12:51:02, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2210, top5_acc: 0.4392, loss_cls: 3.9228, loss: 3.9228, grad_norm: 0.9816 2020-10-04 23:36:10,665 - mmaction - INFO - Epoch [41][780/1413] lr: 5.646e-01, eta: 3 days, 12:50:40, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2159, top5_acc: 0.4332, loss_cls: 3.9512, loss: 3.9512, grad_norm: 0.9746 2020-10-04 23:36:30,328 - mmaction - INFO - Epoch [41][800/1413] lr: 5.646e-01, eta: 3 days, 12:50:18, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2207, top5_acc: 0.4359, loss_cls: 3.9381, loss: 3.9381, grad_norm: 0.9749 2020-10-04 23:36:50,039 - mmaction - INFO - Epoch [41][820/1413] lr: 5.646e-01, eta: 3 days, 12:49:56, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2181, top5_acc: 0.4370, loss_cls: 3.9319, loss: 3.9319, grad_norm: 0.9829 2020-10-04 23:37:09,821 - mmaction - INFO - Epoch [41][840/1413] lr: 5.646e-01, eta: 3 days, 12:49:35, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.2165, top5_acc: 0.4359, loss_cls: 3.9565, loss: 3.9565, grad_norm: 0.9818 2020-10-04 23:37:29,471 - mmaction - INFO - Epoch [41][860/1413] lr: 5.646e-01, eta: 3 days, 12:49:12, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2163, top5_acc: 0.4328, loss_cls: 3.9718, loss: 3.9718, grad_norm: 0.9643 2020-10-04 23:37:49,170 - mmaction - INFO - Epoch [41][880/1413] lr: 5.646e-01, eta: 3 days, 12:48:50, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2285, top5_acc: 0.4467, loss_cls: 3.8964, loss: 3.8964, grad_norm: 0.9505 2020-10-04 23:38:08,810 - mmaction - INFO - Epoch [41][900/1413] lr: 5.646e-01, eta: 3 days, 12:48:28, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2276, top5_acc: 0.4514, loss_cls: 3.8976, loss: 3.8976, grad_norm: 0.9747 2020-10-04 23:38:28,558 - mmaction - INFO - Epoch [41][920/1413] lr: 5.646e-01, eta: 3 days, 12:48:06, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2181, top5_acc: 0.4406, loss_cls: 3.9188, loss: 3.9188, grad_norm: 0.9721 2020-10-04 23:38:48,287 - mmaction - INFO - Epoch [41][940/1413] lr: 5.646e-01, eta: 3 days, 12:47:44, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2168, top5_acc: 0.4346, loss_cls: 3.9435, loss: 3.9435, grad_norm: 0.9618 2020-10-04 23:39:08,001 - mmaction - INFO - Epoch [41][960/1413] lr: 5.646e-01, eta: 3 days, 12:47:22, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2132, top5_acc: 0.4423, loss_cls: 3.9587, loss: 3.9587, grad_norm: 0.9922 2020-10-04 23:39:27,703 - mmaction - INFO - Epoch [41][980/1413] lr: 5.646e-01, eta: 3 days, 12:47:00, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2206, top5_acc: 0.4413, loss_cls: 3.9559, loss: 3.9559, grad_norm: 0.9792 2020-10-04 23:39:47,344 - mmaction - INFO - Epoch [41][1000/1413] lr: 5.646e-01, eta: 3 days, 12:46:38, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2118, top5_acc: 0.4284, loss_cls: 3.9774, loss: 3.9774, grad_norm: 0.9602 2020-10-04 23:40:07,005 - mmaction - INFO - Epoch [41][1020/1413] lr: 5.646e-01, eta: 3 days, 12:46:16, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2195, top5_acc: 0.4465, loss_cls: 3.9378, loss: 3.9378, grad_norm: 0.9662 2020-10-04 23:40:26,723 - mmaction - INFO - Epoch [41][1040/1413] lr: 5.646e-01, eta: 3 days, 12:45:54, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2232, top5_acc: 0.4402, loss_cls: 3.9197, loss: 3.9197, grad_norm: 0.9893 2020-10-04 23:40:46,428 - mmaction - INFO - Epoch [41][1060/1413] lr: 5.646e-01, eta: 3 days, 12:45:32, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2187, top5_acc: 0.4387, loss_cls: 3.9290, loss: 3.9290, grad_norm: 0.9669 2020-10-04 23:41:06,221 - mmaction - INFO - Epoch [41][1080/1413] lr: 5.646e-01, eta: 3 days, 12:45:10, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2238, top5_acc: 0.4359, loss_cls: 3.9248, loss: 3.9248, grad_norm: 0.9900 2020-10-04 23:41:26,009 - mmaction - INFO - Epoch [41][1100/1413] lr: 5.646e-01, eta: 3 days, 12:44:49, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2104, top5_acc: 0.4210, loss_cls: 4.0237, loss: 4.0237, grad_norm: 0.9812 2020-10-04 23:41:45,763 - mmaction - INFO - Epoch [41][1120/1413] lr: 5.646e-01, eta: 3 days, 12:44:27, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2230, top5_acc: 0.4479, loss_cls: 3.9041, loss: 3.9041, grad_norm: 0.9570 2020-10-04 23:42:05,500 - mmaction - INFO - Epoch [41][1140/1413] lr: 5.646e-01, eta: 3 days, 12:44:06, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2182, top5_acc: 0.4411, loss_cls: 3.9039, loss: 3.9039, grad_norm: 0.9762 2020-10-04 23:42:25,227 - mmaction - INFO - Epoch [41][1160/1413] lr: 5.646e-01, eta: 3 days, 12:43:44, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2195, top5_acc: 0.4424, loss_cls: 3.9481, loss: 3.9481, grad_norm: 0.9705 2020-10-04 23:42:45,024 - mmaction - INFO - Epoch [41][1180/1413] lr: 5.646e-01, eta: 3 days, 12:43:22, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2167, top5_acc: 0.4411, loss_cls: 3.9343, loss: 3.9343, grad_norm: 0.9786 2020-10-04 23:43:04,677 - mmaction - INFO - Epoch [41][1200/1413] lr: 5.646e-01, eta: 3 days, 12:43:00, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2230, top5_acc: 0.4396, loss_cls: 3.9218, loss: 3.9218, grad_norm: 0.9734 2020-10-04 23:43:24,248 - mmaction - INFO - Epoch [41][1220/1413] lr: 5.646e-01, eta: 3 days, 12:42:37, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2199, top5_acc: 0.4362, loss_cls: 3.9407, loss: 3.9407, grad_norm: 0.9741 2020-10-04 23:43:43,913 - mmaction - INFO - Epoch [41][1240/1413] lr: 5.646e-01, eta: 3 days, 12:42:15, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2202, top5_acc: 0.4341, loss_cls: 3.9678, loss: 3.9678, grad_norm: 0.9722 2020-10-04 23:44:03,675 - mmaction - INFO - Epoch [41][1260/1413] lr: 5.646e-01, eta: 3 days, 12:41:53, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2069, top5_acc: 0.4348, loss_cls: 3.9570, loss: 3.9570, grad_norm: 0.9672 2020-10-04 23:44:23,329 - mmaction - INFO - Epoch [41][1280/1413] lr: 5.646e-01, eta: 3 days, 12:41:31, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2237, top5_acc: 0.4448, loss_cls: 3.9150, loss: 3.9150, grad_norm: 0.9747 2020-10-04 23:44:42,967 - mmaction - INFO - Epoch [41][1300/1413] lr: 5.646e-01, eta: 3 days, 12:41:09, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2161, top5_acc: 0.4357, loss_cls: 3.9670, loss: 3.9670, grad_norm: 0.9686 2020-10-04 23:45:02,810 - mmaction - INFO - Epoch [41][1320/1413] lr: 5.646e-01, eta: 3 days, 12:40:48, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2122, top5_acc: 0.4341, loss_cls: 3.9762, loss: 3.9762, grad_norm: 0.9629 2020-10-04 23:45:22,430 - mmaction - INFO - Epoch [41][1340/1413] lr: 5.646e-01, eta: 3 days, 12:40:25, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2113, top5_acc: 0.4311, loss_cls: 3.9678, loss: 3.9678, grad_norm: 0.9735 2020-10-04 23:45:42,054 - mmaction - INFO - Epoch [41][1360/1413] lr: 5.646e-01, eta: 3 days, 12:40:03, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2199, top5_acc: 0.4380, loss_cls: 3.9231, loss: 3.9231, grad_norm: 0.9802 2020-10-04 23:46:01,753 - mmaction - INFO - Epoch [41][1380/1413] lr: 5.646e-01, eta: 3 days, 12:39:41, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2182, top5_acc: 0.4434, loss_cls: 3.9494, loss: 3.9494, grad_norm: 0.9850 2020-10-04 23:46:21,391 - mmaction - INFO - Epoch [41][1400/1413] lr: 5.646e-01, eta: 3 days, 12:39:19, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2199, top5_acc: 0.4406, loss_cls: 3.9543, loss: 3.9543, grad_norm: 0.9590 2020-10-04 23:47:25,295 - mmaction - INFO - Epoch [42][20/1413] lr: 5.628e-01, eta: 3 days, 12:40:18, time: 2.535, data_time: 1.446, memory: 8478, top1_acc: 0.2207, top5_acc: 0.4401, loss_cls: 3.9222, loss: 3.9222, grad_norm: 0.9776 2020-10-04 23:47:44,740 - mmaction - INFO - Epoch [42][40/1413] lr: 5.628e-01, eta: 3 days, 12:39:55, time: 0.972, data_time: 0.002, memory: 8478, top1_acc: 0.2215, top5_acc: 0.4422, loss_cls: 3.9316, loss: 3.9316, grad_norm: 0.9727 2020-10-04 23:48:04,473 - mmaction - INFO - Epoch [42][60/1413] lr: 5.628e-01, eta: 3 days, 12:39:33, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2210, top5_acc: 0.4357, loss_cls: 3.9210, loss: 3.9210, grad_norm: 0.9760 2020-10-04 23:48:24,092 - mmaction - INFO - Epoch [42][80/1413] lr: 5.628e-01, eta: 3 days, 12:39:10, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2214, top5_acc: 0.4513, loss_cls: 3.8820, loss: 3.8820, grad_norm: 0.9828 2020-10-04 23:48:43,802 - mmaction - INFO - Epoch [42][100/1413] lr: 5.628e-01, eta: 3 days, 12:38:48, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2249, top5_acc: 0.4500, loss_cls: 3.9207, loss: 3.9207, grad_norm: 0.9949 2020-10-04 23:49:03,510 - mmaction - INFO - Epoch [42][120/1413] lr: 5.628e-01, eta: 3 days, 12:38:26, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2094, top5_acc: 0.4341, loss_cls: 3.9613, loss: 3.9613, grad_norm: 0.9798 2020-10-04 23:49:23,312 - mmaction - INFO - Epoch [42][140/1413] lr: 5.628e-01, eta: 3 days, 12:38:05, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2152, top5_acc: 0.4458, loss_cls: 3.9163, loss: 3.9163, grad_norm: 0.9812 2020-10-04 23:49:43,008 - mmaction - INFO - Epoch [42][160/1413] lr: 5.628e-01, eta: 3 days, 12:37:43, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2310, top5_acc: 0.4518, loss_cls: 3.8994, loss: 3.8994, grad_norm: 0.9743 2020-10-04 23:50:02,668 - mmaction - INFO - Epoch [42][180/1413] lr: 5.628e-01, eta: 3 days, 12:37:21, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2220, top5_acc: 0.4443, loss_cls: 3.9284, loss: 3.9284, grad_norm: 0.9864 2020-10-04 23:50:22,335 - mmaction - INFO - Epoch [42][200/1413] lr: 5.628e-01, eta: 3 days, 12:36:59, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2204, top5_acc: 0.4400, loss_cls: 3.9396, loss: 3.9396, grad_norm: 0.9876 2020-10-04 23:50:42,101 - mmaction - INFO - Epoch [42][220/1413] lr: 5.628e-01, eta: 3 days, 12:36:37, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4346, loss_cls: 3.9367, loss: 3.9367, grad_norm: 0.9691 2020-10-04 23:51:01,604 - mmaction - INFO - Epoch [42][240/1413] lr: 5.628e-01, eta: 3 days, 12:36:14, time: 0.975, data_time: 0.002, memory: 8478, top1_acc: 0.2180, top5_acc: 0.4349, loss_cls: 3.9248, loss: 3.9248, grad_norm: 0.9573 2020-10-04 23:51:21,216 - mmaction - INFO - Epoch [42][260/1413] lr: 5.628e-01, eta: 3 days, 12:35:52, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2148, top5_acc: 0.4362, loss_cls: 3.9391, loss: 3.9391, grad_norm: 0.9998 2020-10-04 23:51:40,956 - mmaction - INFO - Epoch [42][280/1413] lr: 5.628e-01, eta: 3 days, 12:35:30, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2126, top5_acc: 0.4272, loss_cls: 3.9689, loss: 3.9689, grad_norm: 0.9856 2020-10-04 23:52:00,672 - mmaction - INFO - Epoch [42][300/1413] lr: 5.628e-01, eta: 3 days, 12:35:08, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2189, top5_acc: 0.4475, loss_cls: 3.9156, loss: 3.9156, grad_norm: 0.9943 2020-10-04 23:52:20,407 - mmaction - INFO - Epoch [42][320/1413] lr: 5.628e-01, eta: 3 days, 12:34:46, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2230, top5_acc: 0.4424, loss_cls: 3.9304, loss: 3.9304, grad_norm: 0.9819 2020-10-04 23:52:40,074 - mmaction - INFO - Epoch [42][340/1413] lr: 5.628e-01, eta: 3 days, 12:34:24, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2171, top5_acc: 0.4318, loss_cls: 4.0005, loss: 4.0005, grad_norm: 0.9880 2020-10-04 23:52:59,835 - mmaction - INFO - Epoch [42][360/1413] lr: 5.628e-01, eta: 3 days, 12:34:02, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2198, top5_acc: 0.4448, loss_cls: 3.8970, loss: 3.8970, grad_norm: 0.9693 2020-10-04 23:53:19,498 - mmaction - INFO - Epoch [42][380/1413] lr: 5.628e-01, eta: 3 days, 12:33:40, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2251, top5_acc: 0.4479, loss_cls: 3.8874, loss: 3.8874, grad_norm: 0.9773 2020-10-04 23:53:39,153 - mmaction - INFO - Epoch [42][400/1413] lr: 5.628e-01, eta: 3 days, 12:33:18, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2296, top5_acc: 0.4505, loss_cls: 3.8980, loss: 3.8980, grad_norm: 0.9906 2020-10-04 23:53:58,978 - mmaction - INFO - Epoch [42][420/1413] lr: 5.628e-01, eta: 3 days, 12:32:56, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2199, top5_acc: 0.4392, loss_cls: 3.9506, loss: 3.9506, grad_norm: 0.9764 2020-10-04 23:54:18,725 - mmaction - INFO - Epoch [42][440/1413] lr: 5.628e-01, eta: 3 days, 12:32:35, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2190, top5_acc: 0.4465, loss_cls: 3.9204, loss: 3.9204, grad_norm: 0.9783 2020-10-04 23:54:38,356 - mmaction - INFO - Epoch [42][460/1413] lr: 5.628e-01, eta: 3 days, 12:32:13, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.2211, top5_acc: 0.4432, loss_cls: 3.9231, loss: 3.9231, grad_norm: 0.9958 2020-10-04 23:54:58,027 - mmaction - INFO - Epoch [42][480/1413] lr: 5.628e-01, eta: 3 days, 12:31:50, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2184, top5_acc: 0.4346, loss_cls: 3.9663, loss: 3.9663, grad_norm: 0.9595 2020-10-04 23:55:17,728 - mmaction - INFO - Epoch [42][500/1413] lr: 5.628e-01, eta: 3 days, 12:31:28, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2141, top5_acc: 0.4349, loss_cls: 3.9389, loss: 3.9389, grad_norm: 0.9774 2020-10-04 23:55:37,465 - mmaction - INFO - Epoch [42][520/1413] lr: 5.628e-01, eta: 3 days, 12:31:07, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2243, top5_acc: 0.4448, loss_cls: 3.8763, loss: 3.8763, grad_norm: 0.9786 2020-10-04 23:55:57,090 - mmaction - INFO - Epoch [42][540/1413] lr: 5.628e-01, eta: 3 days, 12:30:44, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2167, top5_acc: 0.4319, loss_cls: 3.9781, loss: 3.9781, grad_norm: 0.9809 2020-10-04 23:56:16,747 - mmaction - INFO - Epoch [42][560/1413] lr: 5.628e-01, eta: 3 days, 12:30:22, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2227, top5_acc: 0.4430, loss_cls: 3.8769, loss: 3.8769, grad_norm: 0.9892 2020-10-04 23:56:36,459 - mmaction - INFO - Epoch [42][580/1413] lr: 5.628e-01, eta: 3 days, 12:30:00, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2161, top5_acc: 0.4365, loss_cls: 3.9578, loss: 3.9578, grad_norm: 0.9867 2020-10-04 23:56:56,225 - mmaction - INFO - Epoch [42][600/1413] lr: 5.628e-01, eta: 3 days, 12:29:39, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2118, top5_acc: 0.4401, loss_cls: 3.9524, loss: 3.9524, grad_norm: 0.9699 2020-10-04 23:57:15,928 - mmaction - INFO - Epoch [42][620/1413] lr: 5.628e-01, eta: 3 days, 12:29:17, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2236, top5_acc: 0.4402, loss_cls: 3.9189, loss: 3.9189, grad_norm: 0.9774 2020-10-04 23:57:35,570 - mmaction - INFO - Epoch [42][640/1413] lr: 5.628e-01, eta: 3 days, 12:28:54, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.2203, top5_acc: 0.4454, loss_cls: 3.9434, loss: 3.9434, grad_norm: 0.9830 2020-10-04 23:57:55,391 - mmaction - INFO - Epoch [42][660/1413] lr: 5.628e-01, eta: 3 days, 12:28:33, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2087, top5_acc: 0.4275, loss_cls: 3.9696, loss: 3.9696, grad_norm: 0.9746 2020-10-04 23:58:15,060 - mmaction - INFO - Epoch [42][680/1413] lr: 5.628e-01, eta: 3 days, 12:28:11, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2156, top5_acc: 0.4375, loss_cls: 3.9519, loss: 3.9519, grad_norm: 0.9757 2020-10-04 23:58:34,823 - mmaction - INFO - Epoch [42][700/1413] lr: 5.628e-01, eta: 3 days, 12:27:49, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2177, top5_acc: 0.4436, loss_cls: 3.9312, loss: 3.9312, grad_norm: 0.9809 2020-10-04 23:58:54,565 - mmaction - INFO - Epoch [42][720/1413] lr: 5.628e-01, eta: 3 days, 12:27:28, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2203, top5_acc: 0.4397, loss_cls: 3.9558, loss: 3.9558, grad_norm: 0.9719 2020-10-04 23:59:14,304 - mmaction - INFO - Epoch [42][740/1413] lr: 5.628e-01, eta: 3 days, 12:27:06, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2172, top5_acc: 0.4323, loss_cls: 3.9342, loss: 3.9342, grad_norm: 0.9909 2020-10-04 23:59:33,988 - mmaction - INFO - Epoch [42][760/1413] lr: 5.628e-01, eta: 3 days, 12:26:44, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2099, top5_acc: 0.4271, loss_cls: 4.0100, loss: 4.0100, grad_norm: 0.9764 2020-10-04 23:59:53,662 - mmaction - INFO - Epoch [42][780/1413] lr: 5.628e-01, eta: 3 days, 12:26:22, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2236, top5_acc: 0.4436, loss_cls: 3.9056, loss: 3.9056, grad_norm: 0.9624 2020-10-05 00:00:15,312 - mmaction - INFO - Epoch [42][800/1413] lr: 5.628e-01, eta: 3 days, 12:26:10, time: 1.082, data_time: 0.001, memory: 8478, top1_acc: 0.2208, top5_acc: 0.4461, loss_cls: 3.9161, loss: 3.9161, grad_norm: 0.9920 2020-10-05 00:00:34,982 - mmaction - INFO - Epoch [42][820/1413] lr: 5.628e-01, eta: 3 days, 12:25:48, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2069, top5_acc: 0.4327, loss_cls: 3.9656, loss: 3.9656, grad_norm: 0.9772 2020-10-05 00:00:54,682 - mmaction - INFO - Epoch [42][840/1413] lr: 5.628e-01, eta: 3 days, 12:25:26, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2216, top5_acc: 0.4477, loss_cls: 3.8953, loss: 3.8953, grad_norm: 0.9815 2020-10-05 00:01:14,444 - mmaction - INFO - Epoch [42][860/1413] lr: 5.628e-01, eta: 3 days, 12:25:04, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2151, top5_acc: 0.4411, loss_cls: 3.9191, loss: 3.9191, grad_norm: 0.9869 2020-10-05 00:01:34,188 - mmaction - INFO - Epoch [42][880/1413] lr: 5.628e-01, eta: 3 days, 12:24:42, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2174, top5_acc: 0.4329, loss_cls: 3.9502, loss: 3.9502, grad_norm: 0.9684 2020-10-05 00:01:53,933 - mmaction - INFO - Epoch [42][900/1413] lr: 5.628e-01, eta: 3 days, 12:24:21, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2147, top5_acc: 0.4299, loss_cls: 3.9976, loss: 3.9976, grad_norm: 0.9936 2020-10-05 00:02:13,675 - mmaction - INFO - Epoch [42][920/1413] lr: 5.628e-01, eta: 3 days, 12:23:59, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2151, top5_acc: 0.4339, loss_cls: 3.9529, loss: 3.9529, grad_norm: 0.9715 2020-10-05 00:02:33,316 - mmaction - INFO - Epoch [42][940/1413] lr: 5.628e-01, eta: 3 days, 12:23:37, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2171, top5_acc: 0.4389, loss_cls: 3.9320, loss: 3.9320, grad_norm: 0.9647 2020-10-05 00:02:53,003 - mmaction - INFO - Epoch [42][960/1413] lr: 5.628e-01, eta: 3 days, 12:23:15, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2253, top5_acc: 0.4471, loss_cls: 3.8876, loss: 3.8876, grad_norm: 0.9789 2020-10-05 00:03:12,696 - mmaction - INFO - Epoch [42][980/1413] lr: 5.628e-01, eta: 3 days, 12:22:53, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2109, top5_acc: 0.4348, loss_cls: 3.9782, loss: 3.9782, grad_norm: 0.9716 2020-10-05 00:03:32,365 - mmaction - INFO - Epoch [42][1000/1413] lr: 5.628e-01, eta: 3 days, 12:22:31, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2133, top5_acc: 0.4336, loss_cls: 3.9749, loss: 3.9749, grad_norm: 0.9793 2020-10-05 00:03:52,022 - mmaction - INFO - Epoch [42][1020/1413] lr: 5.628e-01, eta: 3 days, 12:22:09, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2158, top5_acc: 0.4307, loss_cls: 3.9580, loss: 3.9580, grad_norm: 0.9801 2020-10-05 00:04:11,823 - mmaction - INFO - Epoch [42][1040/1413] lr: 5.628e-01, eta: 3 days, 12:21:47, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2156, top5_acc: 0.4320, loss_cls: 3.9734, loss: 3.9734, grad_norm: 0.9883 2020-10-05 00:04:31,496 - mmaction - INFO - Epoch [42][1060/1413] lr: 5.628e-01, eta: 3 days, 12:21:25, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2228, top5_acc: 0.4396, loss_cls: 3.9334, loss: 3.9334, grad_norm: 0.9793 2020-10-05 00:04:51,174 - mmaction - INFO - Epoch [42][1080/1413] lr: 5.628e-01, eta: 3 days, 12:21:03, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2212, top5_acc: 0.4409, loss_cls: 3.9433, loss: 3.9433, grad_norm: 0.9688 2020-10-05 00:05:10,825 - mmaction - INFO - Epoch [42][1100/1413] lr: 5.628e-01, eta: 3 days, 12:20:41, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2184, top5_acc: 0.4362, loss_cls: 3.9464, loss: 3.9464, grad_norm: 0.9940 2020-10-05 00:05:30,584 - mmaction - INFO - Epoch [42][1120/1413] lr: 5.628e-01, eta: 3 days, 12:20:19, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2228, top5_acc: 0.4464, loss_cls: 3.9189, loss: 3.9189, grad_norm: 0.9796 2020-10-05 00:05:50,237 - mmaction - INFO - Epoch [42][1140/1413] lr: 5.628e-01, eta: 3 days, 12:19:57, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2181, top5_acc: 0.4313, loss_cls: 3.9582, loss: 3.9582, grad_norm: 0.9656 2020-10-05 00:06:09,950 - mmaction - INFO - Epoch [42][1160/1413] lr: 5.628e-01, eta: 3 days, 12:19:35, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2132, top5_acc: 0.4389, loss_cls: 3.9326, loss: 3.9326, grad_norm: 0.9847 2020-10-05 00:06:29,675 - mmaction - INFO - Epoch [42][1180/1413] lr: 5.628e-01, eta: 3 days, 12:19:13, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2150, top5_acc: 0.4310, loss_cls: 3.9514, loss: 3.9514, grad_norm: 0.9842 2020-10-05 00:06:49,367 - mmaction - INFO - Epoch [42][1200/1413] lr: 5.628e-01, eta: 3 days, 12:18:52, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2161, top5_acc: 0.4440, loss_cls: 3.9328, loss: 3.9328, grad_norm: 0.9548 2020-10-05 00:07:09,156 - mmaction - INFO - Epoch [42][1220/1413] lr: 5.628e-01, eta: 3 days, 12:18:30, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2173, top5_acc: 0.4382, loss_cls: 3.9494, loss: 3.9494, grad_norm: 0.9865 2020-10-05 00:07:28,892 - mmaction - INFO - Epoch [42][1240/1413] lr: 5.628e-01, eta: 3 days, 12:18:08, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2245, top5_acc: 0.4415, loss_cls: 3.9201, loss: 3.9201, grad_norm: 0.9772 2020-10-05 00:07:48,628 - mmaction - INFO - Epoch [42][1260/1413] lr: 5.628e-01, eta: 3 days, 12:17:47, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2233, top5_acc: 0.4357, loss_cls: 3.9401, loss: 3.9401, grad_norm: 0.9856 2020-10-05 00:08:08,375 - mmaction - INFO - Epoch [42][1280/1413] lr: 5.628e-01, eta: 3 days, 12:17:25, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2197, top5_acc: 0.4320, loss_cls: 3.9837, loss: 3.9837, grad_norm: 0.9611 2020-10-05 00:08:28,052 - mmaction - INFO - Epoch [42][1300/1413] lr: 5.628e-01, eta: 3 days, 12:17:03, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2241, top5_acc: 0.4470, loss_cls: 3.9016, loss: 3.9016, grad_norm: 0.9657 2020-10-05 00:08:47,712 - mmaction - INFO - Epoch [42][1320/1413] lr: 5.628e-01, eta: 3 days, 12:16:41, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2210, top5_acc: 0.4339, loss_cls: 3.9465, loss: 3.9465, grad_norm: 0.9773 2020-10-05 00:09:07,367 - mmaction - INFO - Epoch [42][1340/1413] lr: 5.628e-01, eta: 3 days, 12:16:19, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2148, top5_acc: 0.4365, loss_cls: 3.9690, loss: 3.9690, grad_norm: 0.9833 2020-10-05 00:09:27,139 - mmaction - INFO - Epoch [42][1360/1413] lr: 5.628e-01, eta: 3 days, 12:15:57, time: 0.989, data_time: 0.001, memory: 8478, top1_acc: 0.2086, top5_acc: 0.4276, loss_cls: 4.0029, loss: 4.0029, grad_norm: 0.9744 2020-10-05 00:09:46,752 - mmaction - INFO - Epoch [42][1380/1413] lr: 5.628e-01, eta: 3 days, 12:15:35, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2197, top5_acc: 0.4370, loss_cls: 3.9453, loss: 3.9453, grad_norm: 0.9687 2020-10-05 00:10:06,389 - mmaction - INFO - Epoch [42][1400/1413] lr: 5.628e-01, eta: 3 days, 12:15:13, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2158, top5_acc: 0.4396, loss_cls: 3.9322, loss: 3.9322, grad_norm: 0.9928 2020-10-05 00:11:14,891 - mmaction - INFO - Epoch [43][20/1413] lr: 5.610e-01, eta: 3 days, 12:16:26, time: 2.700, data_time: 1.522, memory: 8478, top1_acc: 0.2145, top5_acc: 0.4348, loss_cls: 3.9620, loss: 3.9620, grad_norm: 0.9885 2020-10-05 00:11:34,329 - mmaction - INFO - Epoch [43][40/1413] lr: 5.610e-01, eta: 3 days, 12:16:03, time: 0.972, data_time: 0.002, memory: 8478, top1_acc: 0.2169, top5_acc: 0.4427, loss_cls: 3.9145, loss: 3.9145, grad_norm: 0.9714 2020-10-05 00:11:53,996 - mmaction - INFO - Epoch [43][60/1413] lr: 5.610e-01, eta: 3 days, 12:15:41, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2185, top5_acc: 0.4488, loss_cls: 3.9317, loss: 3.9317, grad_norm: 0.9804 2020-10-05 00:12:13,660 - mmaction - INFO - Epoch [43][80/1413] lr: 5.610e-01, eta: 3 days, 12:15:18, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2109, top5_acc: 0.4375, loss_cls: 3.9348, loss: 3.9348, grad_norm: 0.9674 2020-10-05 00:12:33,385 - mmaction - INFO - Epoch [43][100/1413] lr: 5.610e-01, eta: 3 days, 12:14:57, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2224, top5_acc: 0.4453, loss_cls: 3.8777, loss: 3.8777, grad_norm: 0.9776 2020-10-05 00:12:53,118 - mmaction - INFO - Epoch [43][120/1413] lr: 5.610e-01, eta: 3 days, 12:14:35, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2203, top5_acc: 0.4471, loss_cls: 3.9248, loss: 3.9248, grad_norm: 0.9823 2020-10-05 00:13:12,761 - mmaction - INFO - Epoch [43][140/1413] lr: 5.610e-01, eta: 3 days, 12:14:13, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.2161, top5_acc: 0.4355, loss_cls: 3.9215, loss: 3.9215, grad_norm: 0.9676 2020-10-05 00:13:32,507 - mmaction - INFO - Epoch [43][160/1413] lr: 5.610e-01, eta: 3 days, 12:13:51, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2230, top5_acc: 0.4424, loss_cls: 3.9098, loss: 3.9098, grad_norm: 0.9868 2020-10-05 00:13:52,198 - mmaction - INFO - Epoch [43][180/1413] lr: 5.610e-01, eta: 3 days, 12:13:29, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2280, top5_acc: 0.4479, loss_cls: 3.9062, loss: 3.9062, grad_norm: 0.9685 2020-10-05 00:14:11,908 - mmaction - INFO - Epoch [43][200/1413] lr: 5.610e-01, eta: 3 days, 12:13:07, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2177, top5_acc: 0.4419, loss_cls: 3.9167, loss: 3.9167, grad_norm: 1.0029 2020-10-05 00:14:31,672 - mmaction - INFO - Epoch [43][220/1413] lr: 5.610e-01, eta: 3 days, 12:12:46, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2210, top5_acc: 0.4469, loss_cls: 3.9229, loss: 3.9229, grad_norm: 0.9878 2020-10-05 00:14:51,436 - mmaction - INFO - Epoch [43][240/1413] lr: 5.610e-01, eta: 3 days, 12:12:24, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2259, top5_acc: 0.4512, loss_cls: 3.8841, loss: 3.8841, grad_norm: 0.9811 2020-10-05 00:15:11,100 - mmaction - INFO - Epoch [43][260/1413] lr: 5.610e-01, eta: 3 days, 12:12:02, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2154, top5_acc: 0.4372, loss_cls: 3.9552, loss: 3.9552, grad_norm: 0.9923 2020-10-05 00:15:30,773 - mmaction - INFO - Epoch [43][280/1413] lr: 5.610e-01, eta: 3 days, 12:11:40, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2174, top5_acc: 0.4378, loss_cls: 3.9340, loss: 3.9340, grad_norm: 0.9799 2020-10-05 00:15:50,491 - mmaction - INFO - Epoch [43][300/1413] lr: 5.610e-01, eta: 3 days, 12:11:18, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2237, top5_acc: 0.4362, loss_cls: 3.9408, loss: 3.9408, grad_norm: 0.9823 2020-10-05 00:16:10,175 - mmaction - INFO - Epoch [43][320/1413] lr: 5.610e-01, eta: 3 days, 12:10:56, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2203, top5_acc: 0.4350, loss_cls: 3.9368, loss: 3.9368, grad_norm: 0.9643 2020-10-05 00:16:29,840 - mmaction - INFO - Epoch [43][340/1413] lr: 5.610e-01, eta: 3 days, 12:10:34, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2198, top5_acc: 0.4389, loss_cls: 3.9262, loss: 3.9262, grad_norm: 0.9793 2020-10-05 00:16:49,575 - mmaction - INFO - Epoch [43][360/1413] lr: 5.610e-01, eta: 3 days, 12:10:12, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2083, top5_acc: 0.4354, loss_cls: 3.9641, loss: 3.9641, grad_norm: 0.9791 2020-10-05 00:17:09,176 - mmaction - INFO - Epoch [43][380/1413] lr: 5.610e-01, eta: 3 days, 12:09:50, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2181, top5_acc: 0.4370, loss_cls: 3.9631, loss: 3.9631, grad_norm: 0.9773 2020-10-05 00:17:28,916 - mmaction - INFO - Epoch [43][400/1413] lr: 5.610e-01, eta: 3 days, 12:09:28, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4350, loss_cls: 3.9536, loss: 3.9536, grad_norm: 0.9787 2020-10-05 00:17:48,691 - mmaction - INFO - Epoch [43][420/1413] lr: 5.610e-01, eta: 3 days, 12:09:06, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2092, top5_acc: 0.4414, loss_cls: 3.9167, loss: 3.9167, grad_norm: 0.9764 2020-10-05 00:18:08,357 - mmaction - INFO - Epoch [43][440/1413] lr: 5.610e-01, eta: 3 days, 12:08:44, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2220, top5_acc: 0.4397, loss_cls: 3.9452, loss: 3.9452, grad_norm: 0.9918 2020-10-05 00:18:28,087 - mmaction - INFO - Epoch [43][460/1413] lr: 5.610e-01, eta: 3 days, 12:08:23, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2216, top5_acc: 0.4439, loss_cls: 3.9234, loss: 3.9234, grad_norm: 0.9881 2020-10-05 00:18:47,805 - mmaction - INFO - Epoch [43][480/1413] lr: 5.610e-01, eta: 3 days, 12:08:01, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2211, top5_acc: 0.4370, loss_cls: 3.9238, loss: 3.9238, grad_norm: 0.9775 2020-10-05 00:19:07,515 - mmaction - INFO - Epoch [43][500/1413] lr: 5.610e-01, eta: 3 days, 12:07:39, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2223, top5_acc: 0.4441, loss_cls: 3.9071, loss: 3.9071, grad_norm: 0.9732 2020-10-05 00:19:27,222 - mmaction - INFO - Epoch [43][520/1413] lr: 5.610e-01, eta: 3 days, 12:07:17, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2190, top5_acc: 0.4391, loss_cls: 3.9431, loss: 3.9431, grad_norm: 0.9844 2020-10-05 00:19:46,933 - mmaction - INFO - Epoch [43][540/1413] lr: 5.610e-01, eta: 3 days, 12:06:55, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2203, top5_acc: 0.4385, loss_cls: 3.9514, loss: 3.9514, grad_norm: 0.9762 2020-10-05 00:20:06,583 - mmaction - INFO - Epoch [43][560/1413] lr: 5.610e-01, eta: 3 days, 12:06:33, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2202, top5_acc: 0.4432, loss_cls: 3.9041, loss: 3.9041, grad_norm: 0.9907 2020-10-05 00:20:26,290 - mmaction - INFO - Epoch [43][580/1413] lr: 5.610e-01, eta: 3 days, 12:06:11, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2156, top5_acc: 0.4404, loss_cls: 3.9549, loss: 3.9549, grad_norm: 0.9931 2020-10-05 00:20:46,010 - mmaction - INFO - Epoch [43][600/1413] lr: 5.610e-01, eta: 3 days, 12:05:49, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2197, top5_acc: 0.4410, loss_cls: 3.9384, loss: 3.9384, grad_norm: 0.9723 2020-10-05 00:21:05,698 - mmaction - INFO - Epoch [43][620/1413] lr: 5.610e-01, eta: 3 days, 12:05:27, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2208, top5_acc: 0.4461, loss_cls: 3.9274, loss: 3.9274, grad_norm: 0.9761 2020-10-05 00:21:25,303 - mmaction - INFO - Epoch [43][640/1413] lr: 5.610e-01, eta: 3 days, 12:05:05, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2243, top5_acc: 0.4469, loss_cls: 3.8932, loss: 3.8932, grad_norm: 0.9818 2020-10-05 00:21:44,882 - mmaction - INFO - Epoch [43][660/1413] lr: 5.610e-01, eta: 3 days, 12:04:42, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2120, top5_acc: 0.4297, loss_cls: 3.9851, loss: 3.9851, grad_norm: 0.9882 2020-10-05 00:22:04,554 - mmaction - INFO - Epoch [43][680/1413] lr: 5.610e-01, eta: 3 days, 12:04:20, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2202, top5_acc: 0.4458, loss_cls: 3.9010, loss: 3.9010, grad_norm: 0.9812 2020-10-05 00:22:24,227 - mmaction - INFO - Epoch [43][700/1413] lr: 5.610e-01, eta: 3 days, 12:03:58, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2150, top5_acc: 0.4358, loss_cls: 3.9417, loss: 3.9417, grad_norm: 0.9726 2020-10-05 00:22:44,074 - mmaction - INFO - Epoch [43][720/1413] lr: 5.610e-01, eta: 3 days, 12:03:37, time: 0.993, data_time: 0.002, memory: 8478, top1_acc: 0.2204, top5_acc: 0.4361, loss_cls: 3.9497, loss: 3.9497, grad_norm: 0.9785 2020-10-05 00:23:03,734 - mmaction - INFO - Epoch [43][740/1413] lr: 5.610e-01, eta: 3 days, 12:03:15, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2155, top5_acc: 0.4281, loss_cls: 3.9797, loss: 3.9797, grad_norm: 0.9602 2020-10-05 00:23:23,463 - mmaction - INFO - Epoch [43][760/1413] lr: 5.610e-01, eta: 3 days, 12:02:53, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2158, top5_acc: 0.4380, loss_cls: 3.9371, loss: 3.9371, grad_norm: 0.9828 2020-10-05 00:23:43,209 - mmaction - INFO - Epoch [43][780/1413] lr: 5.610e-01, eta: 3 days, 12:02:32, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2266, top5_acc: 0.4449, loss_cls: 3.9117, loss: 3.9117, grad_norm: 0.9845 2020-10-05 00:24:02,879 - mmaction - INFO - Epoch [43][800/1413] lr: 5.610e-01, eta: 3 days, 12:02:10, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2164, top5_acc: 0.4320, loss_cls: 3.9565, loss: 3.9565, grad_norm: 0.9817 2020-10-05 00:24:22,564 - mmaction - INFO - Epoch [43][820/1413] lr: 5.610e-01, eta: 3 days, 12:01:48, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2215, top5_acc: 0.4363, loss_cls: 3.9457, loss: 3.9457, grad_norm: 0.9688 2020-10-05 00:24:42,197 - mmaction - INFO - Epoch [43][840/1413] lr: 5.610e-01, eta: 3 days, 12:01:26, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2181, top5_acc: 0.4417, loss_cls: 3.9595, loss: 3.9595, grad_norm: 0.9736 2020-10-05 00:25:01,862 - mmaction - INFO - Epoch [43][860/1413] lr: 5.610e-01, eta: 3 days, 12:01:04, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2121, top5_acc: 0.4393, loss_cls: 3.9546, loss: 3.9546, grad_norm: 0.9891 2020-10-05 00:25:21,493 - mmaction - INFO - Epoch [43][880/1413] lr: 5.610e-01, eta: 3 days, 12:00:41, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2160, top5_acc: 0.4410, loss_cls: 3.9580, loss: 3.9580, grad_norm: 0.9859 2020-10-05 00:25:41,099 - mmaction - INFO - Epoch [43][900/1413] lr: 5.610e-01, eta: 3 days, 12:00:19, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2172, top5_acc: 0.4318, loss_cls: 3.9630, loss: 3.9630, grad_norm: 0.9734 2020-10-05 00:26:00,890 - mmaction - INFO - Epoch [43][920/1413] lr: 5.610e-01, eta: 3 days, 11:59:58, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2186, top5_acc: 0.4375, loss_cls: 3.9496, loss: 3.9496, grad_norm: 0.9842 2020-10-05 00:26:20,666 - mmaction - INFO - Epoch [43][940/1413] lr: 5.610e-01, eta: 3 days, 11:59:36, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2258, top5_acc: 0.4421, loss_cls: 3.9454, loss: 3.9454, grad_norm: 0.9840 2020-10-05 00:26:40,435 - mmaction - INFO - Epoch [43][960/1413] lr: 5.610e-01, eta: 3 days, 11:59:15, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2141, top5_acc: 0.4353, loss_cls: 3.9422, loss: 3.9422, grad_norm: 0.9844 2020-10-05 00:27:00,246 - mmaction - INFO - Epoch [43][980/1413] lr: 5.610e-01, eta: 3 days, 11:58:53, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2173, top5_acc: 0.4423, loss_cls: 3.9460, loss: 3.9460, grad_norm: 0.9738 2020-10-05 00:27:19,949 - mmaction - INFO - Epoch [43][1000/1413] lr: 5.610e-01, eta: 3 days, 11:58:31, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2173, top5_acc: 0.4388, loss_cls: 3.9430, loss: 3.9430, grad_norm: 0.9869 2020-10-05 00:27:39,591 - mmaction - INFO - Epoch [43][1020/1413] lr: 5.610e-01, eta: 3 days, 11:58:09, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2199, top5_acc: 0.4404, loss_cls: 3.9304, loss: 3.9304, grad_norm: 0.9799 2020-10-05 00:27:59,281 - mmaction - INFO - Epoch [43][1040/1413] lr: 5.610e-01, eta: 3 days, 11:57:47, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2163, top5_acc: 0.4298, loss_cls: 3.9556, loss: 3.9556, grad_norm: 0.9732 2020-10-05 00:28:19,074 - mmaction - INFO - Epoch [43][1060/1413] lr: 5.610e-01, eta: 3 days, 11:57:26, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2260, top5_acc: 0.4358, loss_cls: 3.9289, loss: 3.9289, grad_norm: 0.9911 2020-10-05 00:28:38,755 - mmaction - INFO - Epoch [43][1080/1413] lr: 5.610e-01, eta: 3 days, 11:57:04, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2182, top5_acc: 0.4401, loss_cls: 3.9161, loss: 3.9161, grad_norm: 0.9809 2020-10-05 00:28:58,488 - mmaction - INFO - Epoch [43][1100/1413] lr: 5.610e-01, eta: 3 days, 11:56:42, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2195, top5_acc: 0.4365, loss_cls: 3.9380, loss: 3.9380, grad_norm: 0.9836 2020-10-05 00:29:18,270 - mmaction - INFO - Epoch [43][1120/1413] lr: 5.610e-01, eta: 3 days, 11:56:21, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2145, top5_acc: 0.4397, loss_cls: 3.9346, loss: 3.9346, grad_norm: 0.9968 2020-10-05 00:29:37,942 - mmaction - INFO - Epoch [43][1140/1413] lr: 5.610e-01, eta: 3 days, 11:55:59, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2145, top5_acc: 0.4362, loss_cls: 3.9765, loss: 3.9765, grad_norm: 0.9710 2020-10-05 00:29:57,778 - mmaction - INFO - Epoch [43][1160/1413] lr: 5.610e-01, eta: 3 days, 11:55:38, time: 0.993, data_time: 0.003, memory: 8478, top1_acc: 0.2227, top5_acc: 0.4460, loss_cls: 3.9124, loss: 3.9124, grad_norm: 0.9812 2020-10-05 00:30:18,392 - mmaction - INFO - Epoch [43][1180/1413] lr: 5.610e-01, eta: 3 days, 11:55:20, time: 1.030, data_time: 0.001, memory: 8478, top1_acc: 0.2197, top5_acc: 0.4349, loss_cls: 3.9267, loss: 3.9267, grad_norm: 0.9698 2020-10-05 00:30:38,063 - mmaction - INFO - Epoch [43][1200/1413] lr: 5.610e-01, eta: 3 days, 11:54:58, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2199, top5_acc: 0.4447, loss_cls: 3.9173, loss: 3.9173, grad_norm: 0.9796 2020-10-05 00:30:57,762 - mmaction - INFO - Epoch [43][1220/1413] lr: 5.610e-01, eta: 3 days, 11:54:36, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2191, top5_acc: 0.4396, loss_cls: 3.9283, loss: 3.9283, grad_norm: 0.9863 2020-10-05 00:31:17,394 - mmaction - INFO - Epoch [43][1240/1413] lr: 5.610e-01, eta: 3 days, 11:54:14, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2187, top5_acc: 0.4501, loss_cls: 3.9133, loss: 3.9133, grad_norm: 0.9820 2020-10-05 00:31:37,200 - mmaction - INFO - Epoch [43][1260/1413] lr: 5.610e-01, eta: 3 days, 11:53:53, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2286, top5_acc: 0.4500, loss_cls: 3.8934, loss: 3.8934, grad_norm: 0.9695 2020-10-05 00:31:56,917 - mmaction - INFO - Epoch [43][1280/1413] lr: 5.610e-01, eta: 3 days, 11:53:31, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2177, top5_acc: 0.4363, loss_cls: 3.9480, loss: 3.9480, grad_norm: 0.9574 2020-10-05 00:32:16,545 - mmaction - INFO - Epoch [43][1300/1413] lr: 5.610e-01, eta: 3 days, 11:53:09, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.2224, top5_acc: 0.4383, loss_cls: 3.9268, loss: 3.9268, grad_norm: 0.9826 2020-10-05 00:32:36,192 - mmaction - INFO - Epoch [43][1320/1413] lr: 5.610e-01, eta: 3 days, 11:52:47, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2223, top5_acc: 0.4361, loss_cls: 3.9385, loss: 3.9385, grad_norm: 0.9774 2020-10-05 00:32:55,875 - mmaction - INFO - Epoch [43][1340/1413] lr: 5.610e-01, eta: 3 days, 11:52:25, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2221, top5_acc: 0.4419, loss_cls: 3.9278, loss: 3.9278, grad_norm: 0.9857 2020-10-05 00:33:15,579 - mmaction - INFO - Epoch [43][1360/1413] lr: 5.610e-01, eta: 3 days, 11:52:03, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2216, top5_acc: 0.4444, loss_cls: 3.9093, loss: 3.9093, grad_norm: 0.9760 2020-10-05 00:33:35,224 - mmaction - INFO - Epoch [43][1380/1413] lr: 5.610e-01, eta: 3 days, 11:51:41, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2202, top5_acc: 0.4413, loss_cls: 3.9393, loss: 3.9393, grad_norm: 0.9913 2020-10-05 00:33:54,917 - mmaction - INFO - Epoch [43][1400/1413] lr: 5.610e-01, eta: 3 days, 11:51:19, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2241, top5_acc: 0.4408, loss_cls: 3.9305, loss: 3.9305, grad_norm: 0.9815 2020-10-05 00:34:58,719 - mmaction - INFO - Epoch [44][20/1413] lr: 5.592e-01, eta: 3 days, 11:52:12, time: 2.524, data_time: 1.510, memory: 8478, top1_acc: 0.2206, top5_acc: 0.4354, loss_cls: 3.9523, loss: 3.9523, grad_norm: 0.9856 2020-10-05 00:35:18,169 - mmaction - INFO - Epoch [44][40/1413] lr: 5.592e-01, eta: 3 days, 11:51:49, time: 0.972, data_time: 0.002, memory: 8478, top1_acc: 0.2207, top5_acc: 0.4406, loss_cls: 3.9203, loss: 3.9203, grad_norm: 0.9899 2020-10-05 00:35:37,703 - mmaction - INFO - Epoch [44][60/1413] lr: 5.592e-01, eta: 3 days, 11:51:26, time: 0.976, data_time: 0.002, memory: 8478, top1_acc: 0.2184, top5_acc: 0.4389, loss_cls: 3.9425, loss: 3.9425, grad_norm: 0.9731 2020-10-05 00:35:57,299 - mmaction - INFO - Epoch [44][80/1413] lr: 5.592e-01, eta: 3 days, 11:51:04, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2219, top5_acc: 0.4339, loss_cls: 3.9429, loss: 3.9429, grad_norm: 0.9834 2020-10-05 00:36:16,989 - mmaction - INFO - Epoch [44][100/1413] lr: 5.592e-01, eta: 3 days, 11:50:42, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2263, top5_acc: 0.4503, loss_cls: 3.8855, loss: 3.8855, grad_norm: 0.9776 2020-10-05 00:36:36,679 - mmaction - INFO - Epoch [44][120/1413] lr: 5.592e-01, eta: 3 days, 11:50:20, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2246, top5_acc: 0.4503, loss_cls: 3.8822, loss: 3.8822, grad_norm: 0.9760 2020-10-05 00:36:56,337 - mmaction - INFO - Epoch [44][140/1413] lr: 5.592e-01, eta: 3 days, 11:49:58, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2279, top5_acc: 0.4452, loss_cls: 3.9058, loss: 3.9058, grad_norm: 0.9991 2020-10-05 00:37:16,083 - mmaction - INFO - Epoch [44][160/1413] lr: 5.592e-01, eta: 3 days, 11:49:36, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2185, top5_acc: 0.4421, loss_cls: 3.9028, loss: 3.9028, grad_norm: 0.9787 2020-10-05 00:37:35,756 - mmaction - INFO - Epoch [44][180/1413] lr: 5.592e-01, eta: 3 days, 11:49:14, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2220, top5_acc: 0.4340, loss_cls: 3.9187, loss: 3.9187, grad_norm: 0.9778 2020-10-05 00:37:55,561 - mmaction - INFO - Epoch [44][200/1413] lr: 5.592e-01, eta: 3 days, 11:48:53, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2202, top5_acc: 0.4521, loss_cls: 3.8991, loss: 3.8991, grad_norm: 0.9806 2020-10-05 00:38:15,180 - mmaction - INFO - Epoch [44][220/1413] lr: 5.592e-01, eta: 3 days, 11:48:31, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2146, top5_acc: 0.4310, loss_cls: 3.9667, loss: 3.9667, grad_norm: 0.9722 2020-10-05 00:38:34,907 - mmaction - INFO - Epoch [44][240/1413] lr: 5.592e-01, eta: 3 days, 11:48:09, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2178, top5_acc: 0.4375, loss_cls: 3.9179, loss: 3.9179, grad_norm: 0.9715 2020-10-05 00:38:54,663 - mmaction - INFO - Epoch [44][260/1413] lr: 5.592e-01, eta: 3 days, 11:47:47, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2148, top5_acc: 0.4414, loss_cls: 3.9288, loss: 3.9288, grad_norm: 0.9796 2020-10-05 00:39:14,402 - mmaction - INFO - Epoch [44][280/1413] lr: 5.592e-01, eta: 3 days, 11:47:26, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2161, top5_acc: 0.4415, loss_cls: 3.9432, loss: 3.9432, grad_norm: 0.9711 2020-10-05 00:39:34,039 - mmaction - INFO - Epoch [44][300/1413] lr: 5.592e-01, eta: 3 days, 11:47:03, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.2242, top5_acc: 0.4423, loss_cls: 3.9234, loss: 3.9234, grad_norm: 0.9706 2020-10-05 00:39:53,865 - mmaction - INFO - Epoch [44][320/1413] lr: 5.592e-01, eta: 3 days, 11:46:42, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2172, top5_acc: 0.4331, loss_cls: 3.9457, loss: 3.9457, grad_norm: 0.9877 2020-10-05 00:40:13,563 - mmaction - INFO - Epoch [44][340/1413] lr: 5.592e-01, eta: 3 days, 11:46:20, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2160, top5_acc: 0.4395, loss_cls: 3.9410, loss: 3.9410, grad_norm: 0.9897 2020-10-05 00:40:33,327 - mmaction - INFO - Epoch [44][360/1413] lr: 5.592e-01, eta: 3 days, 11:45:59, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2197, top5_acc: 0.4513, loss_cls: 3.9106, loss: 3.9106, grad_norm: 0.9878 2020-10-05 00:40:53,058 - mmaction - INFO - Epoch [44][380/1413] lr: 5.592e-01, eta: 3 days, 11:45:37, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2158, top5_acc: 0.4426, loss_cls: 3.9180, loss: 3.9180, grad_norm: 0.9754 2020-10-05 00:41:12,813 - mmaction - INFO - Epoch [44][400/1413] lr: 5.592e-01, eta: 3 days, 11:45:16, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2059, top5_acc: 0.4367, loss_cls: 3.9377, loss: 3.9377, grad_norm: 0.9741 2020-10-05 00:41:32,549 - mmaction - INFO - Epoch [44][420/1413] lr: 5.592e-01, eta: 3 days, 11:44:54, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2167, top5_acc: 0.4490, loss_cls: 3.8885, loss: 3.8885, grad_norm: 0.9985 2020-10-05 00:41:52,259 - mmaction - INFO - Epoch [44][440/1413] lr: 5.592e-01, eta: 3 days, 11:44:32, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2181, top5_acc: 0.4458, loss_cls: 3.9128, loss: 3.9128, grad_norm: 0.9821 2020-10-05 00:42:12,025 - mmaction - INFO - Epoch [44][460/1413] lr: 5.592e-01, eta: 3 days, 11:44:11, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2174, top5_acc: 0.4388, loss_cls: 3.9445, loss: 3.9445, grad_norm: 0.9940 2020-10-05 00:42:31,764 - mmaction - INFO - Epoch [44][480/1413] lr: 5.592e-01, eta: 3 days, 11:43:49, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2212, top5_acc: 0.4415, loss_cls: 3.9277, loss: 3.9277, grad_norm: 0.9813 2020-10-05 00:42:51,492 - mmaction - INFO - Epoch [44][500/1413] lr: 5.592e-01, eta: 3 days, 11:43:27, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2215, top5_acc: 0.4491, loss_cls: 3.9060, loss: 3.9060, grad_norm: 0.9822 2020-10-05 00:43:11,391 - mmaction - INFO - Epoch [44][520/1413] lr: 5.592e-01, eta: 3 days, 11:43:06, time: 0.996, data_time: 0.003, memory: 8478, top1_acc: 0.2296, top5_acc: 0.4483, loss_cls: 3.8877, loss: 3.8877, grad_norm: 0.9767 2020-10-05 00:43:31,105 - mmaction - INFO - Epoch [44][540/1413] lr: 5.592e-01, eta: 3 days, 11:42:45, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2185, top5_acc: 0.4392, loss_cls: 3.9427, loss: 3.9427, grad_norm: 0.9838 2020-10-05 00:43:50,850 - mmaction - INFO - Epoch [44][560/1413] lr: 5.592e-01, eta: 3 days, 11:42:23, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2285, top5_acc: 0.4517, loss_cls: 3.8615, loss: 3.8615, grad_norm: 0.9841 2020-10-05 00:44:10,430 - mmaction - INFO - Epoch [44][580/1413] lr: 5.592e-01, eta: 3 days, 11:42:01, time: 0.979, data_time: 0.001, memory: 8478, top1_acc: 0.2176, top5_acc: 0.4402, loss_cls: 3.9065, loss: 3.9065, grad_norm: 0.9925 2020-10-05 00:44:30,168 - mmaction - INFO - Epoch [44][600/1413] lr: 5.592e-01, eta: 3 days, 11:41:39, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2214, top5_acc: 0.4326, loss_cls: 3.9485, loss: 3.9485, grad_norm: 0.9876 2020-10-05 00:44:49,856 - mmaction - INFO - Epoch [44][620/1413] lr: 5.592e-01, eta: 3 days, 11:41:17, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2164, top5_acc: 0.4290, loss_cls: 3.9906, loss: 3.9906, grad_norm: 0.9739 2020-10-05 00:45:09,560 - mmaction - INFO - Epoch [44][640/1413] lr: 5.592e-01, eta: 3 days, 11:40:55, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2172, top5_acc: 0.4362, loss_cls: 3.9442, loss: 3.9442, grad_norm: 0.9813 2020-10-05 00:45:29,177 - mmaction - INFO - Epoch [44][660/1413] lr: 5.592e-01, eta: 3 days, 11:40:33, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2215, top5_acc: 0.4392, loss_cls: 3.9435, loss: 3.9435, grad_norm: 0.9812 2020-10-05 00:45:48,780 - mmaction - INFO - Epoch [44][680/1413] lr: 5.592e-01, eta: 3 days, 11:40:11, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2236, top5_acc: 0.4409, loss_cls: 3.9221, loss: 3.9221, grad_norm: 0.9743 2020-10-05 00:46:08,319 - mmaction - INFO - Epoch [44][700/1413] lr: 5.592e-01, eta: 3 days, 11:39:48, time: 0.977, data_time: 0.002, memory: 8478, top1_acc: 0.2241, top5_acc: 0.4427, loss_cls: 3.9155, loss: 3.9155, grad_norm: 0.9742 2020-10-05 00:46:28,019 - mmaction - INFO - Epoch [44][720/1413] lr: 5.592e-01, eta: 3 days, 11:39:26, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2245, top5_acc: 0.4419, loss_cls: 3.9217, loss: 3.9217, grad_norm: 0.9863 2020-10-05 00:46:47,712 - mmaction - INFO - Epoch [44][740/1413] lr: 5.592e-01, eta: 3 days, 11:39:04, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2147, top5_acc: 0.4333, loss_cls: 3.9523, loss: 3.9523, grad_norm: 0.9965 2020-10-05 00:47:07,532 - mmaction - INFO - Epoch [44][760/1413] lr: 5.592e-01, eta: 3 days, 11:38:43, time: 0.991, data_time: 0.002, memory: 8478, top1_acc: 0.2236, top5_acc: 0.4435, loss_cls: 3.9438, loss: 3.9438, grad_norm: 0.9636 2020-10-05 00:47:27,201 - mmaction - INFO - Epoch [44][780/1413] lr: 5.592e-01, eta: 3 days, 11:38:21, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2142, top5_acc: 0.4379, loss_cls: 3.9651, loss: 3.9651, grad_norm: 0.9797 2020-10-05 00:47:46,940 - mmaction - INFO - Epoch [44][800/1413] lr: 5.592e-01, eta: 3 days, 11:38:00, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2143, top5_acc: 0.4363, loss_cls: 3.9312, loss: 3.9312, grad_norm: 0.9940 2020-10-05 00:48:06,567 - mmaction - INFO - Epoch [44][820/1413] lr: 5.592e-01, eta: 3 days, 11:37:37, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2169, top5_acc: 0.4410, loss_cls: 3.9368, loss: 3.9368, grad_norm: 0.9820 2020-10-05 00:48:26,286 - mmaction - INFO - Epoch [44][840/1413] lr: 5.592e-01, eta: 3 days, 11:37:16, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2202, top5_acc: 0.4484, loss_cls: 3.9234, loss: 3.9234, grad_norm: 0.9761 2020-10-05 00:48:45,942 - mmaction - INFO - Epoch [44][860/1413] lr: 5.592e-01, eta: 3 days, 11:36:54, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2182, top5_acc: 0.4445, loss_cls: 3.9454, loss: 3.9454, grad_norm: 0.9746 2020-10-05 00:49:05,619 - mmaction - INFO - Epoch [44][880/1413] lr: 5.592e-01, eta: 3 days, 11:36:32, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2181, top5_acc: 0.4344, loss_cls: 3.9367, loss: 3.9367, grad_norm: 0.9918 2020-10-05 00:49:25,385 - mmaction - INFO - Epoch [44][900/1413] lr: 5.592e-01, eta: 3 days, 11:36:10, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2229, top5_acc: 0.4418, loss_cls: 3.9569, loss: 3.9569, grad_norm: 0.9811 2020-10-05 00:49:44,990 - mmaction - INFO - Epoch [44][920/1413] lr: 5.592e-01, eta: 3 days, 11:35:48, time: 0.979, data_time: 0.001, memory: 8478, top1_acc: 0.2174, top5_acc: 0.4473, loss_cls: 3.9046, loss: 3.9046, grad_norm: 0.9832 2020-10-05 00:50:04,717 - mmaction - INFO - Epoch [44][940/1413] lr: 5.592e-01, eta: 3 days, 11:35:26, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2143, top5_acc: 0.4346, loss_cls: 3.9488, loss: 3.9488, grad_norm: 0.9886 2020-10-05 00:50:24,480 - mmaction - INFO - Epoch [44][960/1413] lr: 5.592e-01, eta: 3 days, 11:35:05, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2169, top5_acc: 0.4437, loss_cls: 3.9149, loss: 3.9149, grad_norm: 0.9728 2020-10-05 00:50:44,116 - mmaction - INFO - Epoch [44][980/1413] lr: 5.592e-01, eta: 3 days, 11:34:43, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.2172, top5_acc: 0.4453, loss_cls: 3.9232, loss: 3.9232, grad_norm: 0.9925 2020-10-05 00:51:03,870 - mmaction - INFO - Epoch [44][1000/1413] lr: 5.592e-01, eta: 3 days, 11:34:21, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2220, top5_acc: 0.4395, loss_cls: 3.9329, loss: 3.9329, grad_norm: 0.9840 2020-10-05 00:51:23,557 - mmaction - INFO - Epoch [44][1020/1413] lr: 5.592e-01, eta: 3 days, 11:33:59, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2208, top5_acc: 0.4367, loss_cls: 3.9710, loss: 3.9710, grad_norm: 0.9743 2020-10-05 00:51:43,268 - mmaction - INFO - Epoch [44][1040/1413] lr: 5.592e-01, eta: 3 days, 11:33:37, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2193, top5_acc: 0.4424, loss_cls: 3.9179, loss: 3.9179, grad_norm: 0.9853 2020-10-05 00:52:02,901 - mmaction - INFO - Epoch [44][1060/1413] lr: 5.592e-01, eta: 3 days, 11:33:15, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2128, top5_acc: 0.4411, loss_cls: 3.9483, loss: 3.9483, grad_norm: 0.9829 2020-10-05 00:52:22,664 - mmaction - INFO - Epoch [44][1080/1413] lr: 5.592e-01, eta: 3 days, 11:32:54, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2262, top5_acc: 0.4460, loss_cls: 3.8973, loss: 3.8973, grad_norm: 0.9878 2020-10-05 00:52:42,498 - mmaction - INFO - Epoch [44][1100/1413] lr: 5.592e-01, eta: 3 days, 11:32:33, time: 0.992, data_time: 0.003, memory: 8478, top1_acc: 0.2202, top5_acc: 0.4469, loss_cls: 3.9118, loss: 3.9118, grad_norm: 0.9623 2020-10-05 00:53:02,109 - mmaction - INFO - Epoch [44][1120/1413] lr: 5.592e-01, eta: 3 days, 11:32:10, time: 0.981, data_time: 0.003, memory: 8478, top1_acc: 0.2245, top5_acc: 0.4491, loss_cls: 3.9052, loss: 3.9052, grad_norm: 0.9974 2020-10-05 00:53:21,807 - mmaction - INFO - Epoch [44][1140/1413] lr: 5.592e-01, eta: 3 days, 11:31:49, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2195, top5_acc: 0.4395, loss_cls: 3.9321, loss: 3.9321, grad_norm: 0.9680 2020-10-05 00:53:41,485 - mmaction - INFO - Epoch [44][1160/1413] lr: 5.592e-01, eta: 3 days, 11:31:27, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2193, top5_acc: 0.4480, loss_cls: 3.9121, loss: 3.9121, grad_norm: 1.0071 2020-10-05 00:54:01,143 - mmaction - INFO - Epoch [44][1180/1413] lr: 5.592e-01, eta: 3 days, 11:31:05, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2079, top5_acc: 0.4234, loss_cls: 3.9961, loss: 3.9961, grad_norm: 0.9855 2020-10-05 00:54:20,896 - mmaction - INFO - Epoch [44][1200/1413] lr: 5.592e-01, eta: 3 days, 11:30:43, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2195, top5_acc: 0.4332, loss_cls: 3.9477, loss: 3.9477, grad_norm: 0.9762 2020-10-05 00:54:40,543 - mmaction - INFO - Epoch [44][1220/1413] lr: 5.592e-01, eta: 3 days, 11:30:21, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2237, top5_acc: 0.4387, loss_cls: 3.9301, loss: 3.9301, grad_norm: 0.9856 2020-10-05 00:55:00,256 - mmaction - INFO - Epoch [44][1240/1413] lr: 5.592e-01, eta: 3 days, 11:29:59, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2194, top5_acc: 0.4311, loss_cls: 3.9606, loss: 3.9606, grad_norm: 0.9786 2020-10-05 00:55:19,985 - mmaction - INFO - Epoch [44][1260/1413] lr: 5.592e-01, eta: 3 days, 11:29:38, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2117, top5_acc: 0.4370, loss_cls: 3.9611, loss: 3.9611, grad_norm: 0.9873 2020-10-05 00:55:39,739 - mmaction - INFO - Epoch [44][1280/1413] lr: 5.592e-01, eta: 3 days, 11:29:16, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2190, top5_acc: 0.4354, loss_cls: 3.9499, loss: 3.9499, grad_norm: 0.9773 2020-10-05 00:55:59,498 - mmaction - INFO - Epoch [44][1300/1413] lr: 5.592e-01, eta: 3 days, 11:28:55, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2215, top5_acc: 0.4404, loss_cls: 3.9231, loss: 3.9231, grad_norm: 0.9824 2020-10-05 00:56:19,109 - mmaction - INFO - Epoch [44][1320/1413] lr: 5.592e-01, eta: 3 days, 11:28:33, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.2048, top5_acc: 0.4284, loss_cls: 3.9906, loss: 3.9906, grad_norm: 0.9816 2020-10-05 00:56:38,680 - mmaction - INFO - Epoch [44][1340/1413] lr: 5.592e-01, eta: 3 days, 11:28:10, time: 0.978, data_time: 0.002, memory: 8478, top1_acc: 0.2120, top5_acc: 0.4302, loss_cls: 3.9837, loss: 3.9837, grad_norm: 0.9780 2020-10-05 00:56:58,442 - mmaction - INFO - Epoch [44][1360/1413] lr: 5.592e-01, eta: 3 days, 11:27:49, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2130, top5_acc: 0.4418, loss_cls: 3.9238, loss: 3.9238, grad_norm: 0.9801 2020-10-05 00:57:18,205 - mmaction - INFO - Epoch [44][1380/1413] lr: 5.592e-01, eta: 3 days, 11:27:27, time: 0.988, data_time: 0.001, memory: 8478, top1_acc: 0.2168, top5_acc: 0.4346, loss_cls: 3.9782, loss: 3.9782, grad_norm: 0.9583 2020-10-05 00:57:37,890 - mmaction - INFO - Epoch [44][1400/1413] lr: 5.592e-01, eta: 3 days, 11:27:05, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2276, top5_acc: 0.4439, loss_cls: 3.9005, loss: 3.9005, grad_norm: 0.9737 2020-10-05 00:58:43,072 - mmaction - INFO - Epoch [45][20/1413] lr: 5.573e-01, eta: 3 days, 11:28:02, time: 2.592, data_time: 1.488, memory: 8478, top1_acc: 0.2277, top5_acc: 0.4452, loss_cls: 3.8937, loss: 3.8937, grad_norm: 0.9958 2020-10-05 00:59:02,974 - mmaction - INFO - Epoch [45][40/1413] lr: 5.573e-01, eta: 3 days, 11:27:42, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2260, top5_acc: 0.4488, loss_cls: 3.8844, loss: 3.8844, grad_norm: 0.9757 2020-10-05 00:59:22,935 - mmaction - INFO - Epoch [45][60/1413] lr: 5.573e-01, eta: 3 days, 11:27:21, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2271, top5_acc: 0.4458, loss_cls: 3.8867, loss: 3.8867, grad_norm: 0.9986 2020-10-05 00:59:42,966 - mmaction - INFO - Epoch [45][80/1413] lr: 5.573e-01, eta: 3 days, 11:27:01, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2216, top5_acc: 0.4380, loss_cls: 3.9573, loss: 3.9573, grad_norm: 0.9877 2020-10-05 01:00:04,145 - mmaction - INFO - Epoch [45][100/1413] lr: 5.573e-01, eta: 3 days, 11:26:46, time: 1.059, data_time: 0.002, memory: 8478, top1_acc: 0.2194, top5_acc: 0.4456, loss_cls: 3.9271, loss: 3.9271, grad_norm: 0.9833 2020-10-05 01:00:25,058 - mmaction - INFO - Epoch [45][120/1413] lr: 5.573e-01, eta: 3 days, 11:26:30, time: 1.045, data_time: 0.003, memory: 8478, top1_acc: 0.2220, top5_acc: 0.4441, loss_cls: 3.8977, loss: 3.8977, grad_norm: 0.9781 2020-10-05 01:00:45,057 - mmaction - INFO - Epoch [45][140/1413] lr: 5.573e-01, eta: 3 days, 11:26:10, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2207, top5_acc: 0.4523, loss_cls: 3.8890, loss: 3.8890, grad_norm: 0.9802 2020-10-05 01:01:05,003 - mmaction - INFO - Epoch [45][160/1413] lr: 5.573e-01, eta: 3 days, 11:25:49, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2264, top5_acc: 0.4513, loss_cls: 3.8937, loss: 3.8937, grad_norm: 0.9857 2020-10-05 01:01:24,926 - mmaction - INFO - Epoch [45][180/1413] lr: 5.573e-01, eta: 3 days, 11:25:28, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2190, top5_acc: 0.4350, loss_cls: 3.9356, loss: 3.9356, grad_norm: 1.0011 2020-10-05 01:01:44,903 - mmaction - INFO - Epoch [45][200/1413] lr: 5.573e-01, eta: 3 days, 11:25:08, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2164, top5_acc: 0.4346, loss_cls: 3.9423, loss: 3.9423, grad_norm: 0.9851 2020-10-05 01:02:04,853 - mmaction - INFO - Epoch [45][220/1413] lr: 5.573e-01, eta: 3 days, 11:24:47, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2197, top5_acc: 0.4418, loss_cls: 3.9122, loss: 3.9122, grad_norm: 0.9873 2020-10-05 01:02:24,816 - mmaction - INFO - Epoch [45][240/1413] lr: 5.573e-01, eta: 3 days, 11:24:27, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2240, top5_acc: 0.4395, loss_cls: 3.9305, loss: 3.9305, grad_norm: 1.0006 2020-10-05 01:02:44,800 - mmaction - INFO - Epoch [45][260/1413] lr: 5.573e-01, eta: 3 days, 11:24:06, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2220, top5_acc: 0.4486, loss_cls: 3.9080, loss: 3.9080, grad_norm: 0.9758 2020-10-05 01:03:04,733 - mmaction - INFO - Epoch [45][280/1413] lr: 5.573e-01, eta: 3 days, 11:23:46, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2224, top5_acc: 0.4458, loss_cls: 3.9264, loss: 3.9264, grad_norm: 0.9725 2020-10-05 01:03:24,706 - mmaction - INFO - Epoch [45][300/1413] lr: 5.573e-01, eta: 3 days, 11:23:25, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2268, top5_acc: 0.4422, loss_cls: 3.9336, loss: 3.9336, grad_norm: 0.9644 2020-10-05 01:03:44,716 - mmaction - INFO - Epoch [45][320/1413] lr: 5.573e-01, eta: 3 days, 11:23:05, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2189, top5_acc: 0.4430, loss_cls: 3.9408, loss: 3.9408, grad_norm: 0.9900 2020-10-05 01:04:04,638 - mmaction - INFO - Epoch [45][340/1413] lr: 5.573e-01, eta: 3 days, 11:22:44, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2211, top5_acc: 0.4430, loss_cls: 3.9424, loss: 3.9424, grad_norm: 0.9932 2020-10-05 01:04:24,505 - mmaction - INFO - Epoch [45][360/1413] lr: 5.573e-01, eta: 3 days, 11:22:23, time: 0.994, data_time: 0.002, memory: 8478, top1_acc: 0.2227, top5_acc: 0.4456, loss_cls: 3.9258, loss: 3.9258, grad_norm: 0.9831 2020-10-05 01:04:44,439 - mmaction - INFO - Epoch [45][380/1413] lr: 5.573e-01, eta: 3 days, 11:22:02, time: 0.997, data_time: 0.001, memory: 8478, top1_acc: 0.2171, top5_acc: 0.4460, loss_cls: 3.8933, loss: 3.8933, grad_norm: 0.9679 2020-10-05 01:05:04,366 - mmaction - INFO - Epoch [45][400/1413] lr: 5.573e-01, eta: 3 days, 11:21:42, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2137, top5_acc: 0.4384, loss_cls: 3.9513, loss: 3.9513, grad_norm: 0.9889 2020-10-05 01:05:24,393 - mmaction - INFO - Epoch [45][420/1413] lr: 5.573e-01, eta: 3 days, 11:21:22, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2266, top5_acc: 0.4526, loss_cls: 3.8697, loss: 3.8697, grad_norm: 0.9836 2020-10-05 01:05:44,396 - mmaction - INFO - Epoch [45][440/1413] lr: 5.573e-01, eta: 3 days, 11:21:01, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.2085, top5_acc: 0.4293, loss_cls: 3.9711, loss: 3.9711, grad_norm: 0.9789 2020-10-05 01:06:04,425 - mmaction - INFO - Epoch [45][460/1413] lr: 5.573e-01, eta: 3 days, 11:20:41, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2074, top5_acc: 0.4312, loss_cls: 3.9863, loss: 3.9863, grad_norm: 0.9824 2020-10-05 01:06:24,383 - mmaction - INFO - Epoch [45][480/1413] lr: 5.573e-01, eta: 3 days, 11:20:20, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2233, top5_acc: 0.4523, loss_cls: 3.8921, loss: 3.8921, grad_norm: 0.9855 2020-10-05 01:06:44,444 - mmaction - INFO - Epoch [45][500/1413] lr: 5.573e-01, eta: 3 days, 11:20:00, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2281, top5_acc: 0.4517, loss_cls: 3.8925, loss: 3.8925, grad_norm: 0.9667 2020-10-05 01:07:04,354 - mmaction - INFO - Epoch [45][520/1413] lr: 5.573e-01, eta: 3 days, 11:19:40, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2197, top5_acc: 0.4419, loss_cls: 3.9058, loss: 3.9058, grad_norm: 0.9732 2020-10-05 01:07:24,331 - mmaction - INFO - Epoch [45][540/1413] lr: 5.573e-01, eta: 3 days, 11:19:19, time: 0.998, data_time: 0.001, memory: 8478, top1_acc: 0.2257, top5_acc: 0.4493, loss_cls: 3.9132, loss: 3.9132, grad_norm: 0.9726 2020-10-05 01:07:44,266 - mmaction - INFO - Epoch [45][560/1413] lr: 5.573e-01, eta: 3 days, 11:18:58, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2095, top5_acc: 0.4385, loss_cls: 3.9558, loss: 3.9558, grad_norm: 0.9958 2020-10-05 01:08:04,241 - mmaction - INFO - Epoch [45][580/1413] lr: 5.573e-01, eta: 3 days, 11:18:38, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2177, top5_acc: 0.4435, loss_cls: 3.9180, loss: 3.9180, grad_norm: 0.9946 2020-10-05 01:08:24,236 - mmaction - INFO - Epoch [45][600/1413] lr: 5.573e-01, eta: 3 days, 11:18:17, time: 0.999, data_time: 0.001, memory: 8478, top1_acc: 0.2096, top5_acc: 0.4314, loss_cls: 3.9460, loss: 3.9460, grad_norm: 0.9737 2020-10-05 01:08:44,279 - mmaction - INFO - Epoch [45][620/1413] lr: 5.573e-01, eta: 3 days, 11:17:57, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2214, top5_acc: 0.4430, loss_cls: 3.9065, loss: 3.9065, grad_norm: 0.9890 2020-10-05 01:09:04,292 - mmaction - INFO - Epoch [45][640/1413] lr: 5.573e-01, eta: 3 days, 11:17:37, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2264, top5_acc: 0.4423, loss_cls: 3.9317, loss: 3.9317, grad_norm: 0.9798 2020-10-05 01:09:24,227 - mmaction - INFO - Epoch [45][660/1413] lr: 5.573e-01, eta: 3 days, 11:17:16, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2290, top5_acc: 0.4492, loss_cls: 3.8777, loss: 3.8777, grad_norm: 0.9820 2020-10-05 01:09:44,163 - mmaction - INFO - Epoch [45][680/1413] lr: 5.573e-01, eta: 3 days, 11:16:56, time: 0.997, data_time: 0.003, memory: 8478, top1_acc: 0.2163, top5_acc: 0.4342, loss_cls: 3.9738, loss: 3.9738, grad_norm: 0.9931 2020-10-05 01:10:04,109 - mmaction - INFO - Epoch [45][700/1413] lr: 5.573e-01, eta: 3 days, 11:16:35, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2163, top5_acc: 0.4391, loss_cls: 3.9323, loss: 3.9323, grad_norm: 0.9748 2020-10-05 01:10:24,039 - mmaction - INFO - Epoch [45][720/1413] lr: 5.573e-01, eta: 3 days, 11:16:14, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2143, top5_acc: 0.4389, loss_cls: 3.9501, loss: 3.9501, grad_norm: 0.9892 2020-10-05 01:10:43,991 - mmaction - INFO - Epoch [45][740/1413] lr: 5.573e-01, eta: 3 days, 11:15:54, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2065, top5_acc: 0.4286, loss_cls: 3.9609, loss: 3.9609, grad_norm: 0.9859 2020-10-05 01:11:03,971 - mmaction - INFO - Epoch [45][760/1413] lr: 5.573e-01, eta: 3 days, 11:15:33, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2135, top5_acc: 0.4339, loss_cls: 3.9474, loss: 3.9474, grad_norm: 0.9889 2020-10-05 01:11:23,960 - mmaction - INFO - Epoch [45][780/1413] lr: 5.573e-01, eta: 3 days, 11:15:13, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2245, top5_acc: 0.4404, loss_cls: 3.8981, loss: 3.8981, grad_norm: 0.9791 2020-10-05 01:11:43,957 - mmaction - INFO - Epoch [45][800/1413] lr: 5.573e-01, eta: 3 days, 11:14:53, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2197, top5_acc: 0.4336, loss_cls: 3.9439, loss: 3.9439, grad_norm: 0.9779 2020-10-05 01:12:03,907 - mmaction - INFO - Epoch [45][820/1413] lr: 5.573e-01, eta: 3 days, 11:14:32, time: 0.997, data_time: 0.002, memory: 8478, top1_acc: 0.2193, top5_acc: 0.4400, loss_cls: 3.9397, loss: 3.9397, grad_norm: 0.9733 2020-10-05 01:12:23,862 - mmaction - INFO - Epoch [45][840/1413] lr: 5.573e-01, eta: 3 days, 11:14:11, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2198, top5_acc: 0.4496, loss_cls: 3.8999, loss: 3.8999, grad_norm: 0.9937 2020-10-05 01:12:44,019 - mmaction - INFO - Epoch [45][860/1413] lr: 5.573e-01, eta: 3 days, 11:13:52, time: 1.008, data_time: 0.002, memory: 8478, top1_acc: 0.2141, top5_acc: 0.4375, loss_cls: 3.9482, loss: 3.9482, grad_norm: 0.9822 2020-10-05 01:13:04,054 - mmaction - INFO - Epoch [45][880/1413] lr: 5.573e-01, eta: 3 days, 11:13:32, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2195, top5_acc: 0.4367, loss_cls: 3.9350, loss: 3.9350, grad_norm: 0.9649 2020-10-05 01:13:24,040 - mmaction - INFO - Epoch [45][900/1413] lr: 5.573e-01, eta: 3 days, 11:13:11, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2165, top5_acc: 0.4340, loss_cls: 3.9629, loss: 3.9629, grad_norm: 0.9776 2020-10-05 01:13:43,964 - mmaction - INFO - Epoch [45][920/1413] lr: 5.573e-01, eta: 3 days, 11:12:50, time: 0.995, data_time: 0.001, memory: 8478, top1_acc: 0.2221, top5_acc: 0.4462, loss_cls: 3.9096, loss: 3.9096, grad_norm: 0.9718 2020-10-05 01:14:03,920 - mmaction - INFO - Epoch [45][940/1413] lr: 5.573e-01, eta: 3 days, 11:12:30, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2210, top5_acc: 0.4398, loss_cls: 3.9227, loss: 3.9227, grad_norm: 0.9950 2020-10-05 01:14:23,907 - mmaction - INFO - Epoch [45][960/1413] lr: 5.573e-01, eta: 3 days, 11:12:09, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.2242, top5_acc: 0.4392, loss_cls: 3.9119, loss: 3.9119, grad_norm: 0.9628 2020-10-05 01:14:43,850 - mmaction - INFO - Epoch [45][980/1413] lr: 5.573e-01, eta: 3 days, 11:11:49, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2185, top5_acc: 0.4401, loss_cls: 3.9035, loss: 3.9035, grad_norm: 0.9887 2020-10-05 01:15:03,796 - mmaction - INFO - Epoch [45][1000/1413] lr: 5.573e-01, eta: 3 days, 11:11:28, time: 0.998, data_time: 0.003, memory: 8478, top1_acc: 0.2221, top5_acc: 0.4393, loss_cls: 3.9519, loss: 3.9519, grad_norm: 0.9811 2020-10-05 01:15:23,738 - mmaction - INFO - Epoch [45][1020/1413] lr: 5.573e-01, eta: 3 days, 11:11:07, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2203, top5_acc: 0.4427, loss_cls: 3.9266, loss: 3.9266, grad_norm: 0.9745 2020-10-05 01:15:43,690 - mmaction - INFO - Epoch [45][1040/1413] lr: 5.573e-01, eta: 3 days, 11:10:47, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2165, top5_acc: 0.4421, loss_cls: 3.9344, loss: 3.9344, grad_norm: 0.9876 2020-10-05 01:16:03,644 - mmaction - INFO - Epoch [45][1060/1413] lr: 5.573e-01, eta: 3 days, 11:10:26, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2145, top5_acc: 0.4337, loss_cls: 3.9682, loss: 3.9682, grad_norm: 0.9724 2020-10-05 01:16:23,632 - mmaction - INFO - Epoch [45][1080/1413] lr: 5.573e-01, eta: 3 days, 11:10:06, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2212, top5_acc: 0.4431, loss_cls: 3.9337, loss: 3.9337, grad_norm: 0.9776 2020-10-05 01:16:43,618 - mmaction - INFO - Epoch [45][1100/1413] lr: 5.573e-01, eta: 3 days, 11:09:46, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2215, top5_acc: 0.4439, loss_cls: 3.9161, loss: 3.9161, grad_norm: 0.9750 2020-10-05 01:17:03,550 - mmaction - INFO - Epoch [45][1120/1413] lr: 5.573e-01, eta: 3 days, 11:09:25, time: 0.996, data_time: 0.002, memory: 8478, top1_acc: 0.2204, top5_acc: 0.4486, loss_cls: 3.9045, loss: 3.9045, grad_norm: 0.9723 2020-10-05 01:17:23,502 - mmaction - INFO - Epoch [45][1140/1413] lr: 5.573e-01, eta: 3 days, 11:09:04, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2204, top5_acc: 0.4437, loss_cls: 3.9019, loss: 3.9019, grad_norm: 0.9901 2020-10-05 01:17:43,475 - mmaction - INFO - Epoch [45][1160/1413] lr: 5.573e-01, eta: 3 days, 11:08:44, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2223, top5_acc: 0.4400, loss_cls: 3.9348, loss: 3.9348, grad_norm: 0.9998 2020-10-05 01:18:03,491 - mmaction - INFO - Epoch [45][1180/1413] lr: 5.573e-01, eta: 3 days, 11:08:23, time: 1.001, data_time: 0.002, memory: 8478, top1_acc: 0.2211, top5_acc: 0.4408, loss_cls: 3.9207, loss: 3.9207, grad_norm: 0.9780 2020-10-05 01:18:23,481 - mmaction - INFO - Epoch [45][1200/1413] lr: 5.573e-01, eta: 3 days, 11:08:03, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2154, top5_acc: 0.4395, loss_cls: 3.9215, loss: 3.9215, grad_norm: 0.9800 2020-10-05 01:18:43,483 - mmaction - INFO - Epoch [45][1220/1413] lr: 5.573e-01, eta: 3 days, 11:07:43, time: 1.000, data_time: 0.002, memory: 8478, top1_acc: 0.2220, top5_acc: 0.4474, loss_cls: 3.8952, loss: 3.8952, grad_norm: 0.9835 2020-10-05 01:19:03,389 - mmaction - INFO - Epoch [45][1240/1413] lr: 5.573e-01, eta: 3 days, 11:07:22, time: 0.995, data_time: 0.002, memory: 8478, top1_acc: 0.2198, top5_acc: 0.4480, loss_cls: 3.9252, loss: 3.9252, grad_norm: 0.9846 2020-10-05 01:19:23,465 - mmaction - INFO - Epoch [45][1260/1413] lr: 5.573e-01, eta: 3 days, 11:07:02, time: 1.003, data_time: 0.002, memory: 8478, top1_acc: 0.2214, top5_acc: 0.4352, loss_cls: 3.9661, loss: 3.9661, grad_norm: 0.9834 2020-10-05 01:19:43,483 - mmaction - INFO - Epoch [45][1280/1413] lr: 5.573e-01, eta: 3 days, 11:06:42, time: 1.002, data_time: 0.003, memory: 8478, top1_acc: 0.2151, top5_acc: 0.4332, loss_cls: 3.9625, loss: 3.9625, grad_norm: 0.9956 2020-10-05 01:20:03,517 - mmaction - INFO - Epoch [45][1300/1413] lr: 5.573e-01, eta: 3 days, 11:06:21, time: 1.000, data_time: 0.001, memory: 8478, top1_acc: 0.2272, top5_acc: 0.4461, loss_cls: 3.8921, loss: 3.8921, grad_norm: 0.9842 2020-10-05 01:20:23,477 - mmaction - INFO - Epoch [45][1320/1413] lr: 5.573e-01, eta: 3 days, 11:06:01, time: 0.999, data_time: 0.003, memory: 8478, top1_acc: 0.2272, top5_acc: 0.4447, loss_cls: 3.9125, loss: 3.9125, grad_norm: 0.9919 2020-10-05 01:20:43,456 - mmaction - INFO - Epoch [45][1340/1413] lr: 5.573e-01, eta: 3 days, 11:05:41, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2085, top5_acc: 0.4316, loss_cls: 3.9641, loss: 3.9641, grad_norm: 0.9695 2020-10-05 01:21:03,507 - mmaction - INFO - Epoch [45][1360/1413] lr: 5.573e-01, eta: 3 days, 11:05:20, time: 1.002, data_time: 0.002, memory: 8478, top1_acc: 0.2210, top5_acc: 0.4419, loss_cls: 3.9215, loss: 3.9215, grad_norm: 0.9951 2020-10-05 01:21:23,473 - mmaction - INFO - Epoch [45][1380/1413] lr: 5.573e-01, eta: 3 days, 11:05:00, time: 0.998, data_time: 0.002, memory: 8478, top1_acc: 0.2180, top5_acc: 0.4358, loss_cls: 3.9550, loss: 3.9550, grad_norm: 0.9903 2020-10-05 01:21:43,458 - mmaction - INFO - Epoch [45][1400/1413] lr: 5.573e-01, eta: 3 days, 11:04:39, time: 0.999, data_time: 0.002, memory: 8478, top1_acc: 0.2201, top5_acc: 0.4384, loss_cls: 3.9439, loss: 3.9439, grad_norm: 0.9901 2020-10-05 01:22:53,243 - mmaction - INFO - Epoch [46][20/1413] lr: 5.554e-01, eta: 3 days, 11:05:49, time: 2.748, data_time: 1.606, memory: 8478, top1_acc: 0.2262, top5_acc: 0.4579, loss_cls: 3.8560, loss: 3.8560, grad_norm: 0.9880 2020-10-05 01:23:12,570 - mmaction - INFO - Epoch [46][40/1413] lr: 5.554e-01, eta: 3 days, 11:05:25, time: 0.967, data_time: 0.002, memory: 8478, top1_acc: 0.2182, top5_acc: 0.4521, loss_cls: 3.8801, loss: 3.8801, grad_norm: 0.9891 2020-10-05 01:23:32,280 - mmaction - INFO - Epoch [46][60/1413] lr: 5.554e-01, eta: 3 days, 11:05:04, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2143, top5_acc: 0.4466, loss_cls: 3.9256, loss: 3.9256, grad_norm: 0.9952 2020-10-05 01:23:51,979 - mmaction - INFO - Epoch [46][80/1413] lr: 5.554e-01, eta: 3 days, 11:04:42, time: 0.985, data_time: 0.003, memory: 8478, top1_acc: 0.2189, top5_acc: 0.4395, loss_cls: 3.9243, loss: 3.9243, grad_norm: 0.9685 2020-10-05 01:24:11,688 - mmaction - INFO - Epoch [46][100/1413] lr: 5.554e-01, eta: 3 days, 11:04:20, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2211, top5_acc: 0.4431, loss_cls: 3.8934, loss: 3.8934, grad_norm: 1.0031 2020-10-05 01:24:31,403 - mmaction - INFO - Epoch [46][120/1413] lr: 5.554e-01, eta: 3 days, 11:03:58, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2210, top5_acc: 0.4471, loss_cls: 3.9043, loss: 3.9043, grad_norm: 0.9816 2020-10-05 01:24:51,152 - mmaction - INFO - Epoch [46][140/1413] lr: 5.554e-01, eta: 3 days, 11:03:37, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2193, top5_acc: 0.4349, loss_cls: 3.9400, loss: 3.9400, grad_norm: 0.9752 2020-10-05 01:25:10,879 - mmaction - INFO - Epoch [46][160/1413] lr: 5.554e-01, eta: 3 days, 11:03:15, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2245, top5_acc: 0.4402, loss_cls: 3.9214, loss: 3.9214, grad_norm: 0.9698 2020-10-05 01:25:30,623 - mmaction - INFO - Epoch [46][180/1413] lr: 5.554e-01, eta: 3 days, 11:02:53, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2139, top5_acc: 0.4383, loss_cls: 3.9434, loss: 3.9434, grad_norm: 0.9806 2020-10-05 01:25:50,313 - mmaction - INFO - Epoch [46][200/1413] lr: 5.554e-01, eta: 3 days, 11:02:32, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2241, top5_acc: 0.4504, loss_cls: 3.9106, loss: 3.9106, grad_norm: 0.9816 2020-10-05 01:26:09,954 - mmaction - INFO - Epoch [46][220/1413] lr: 5.554e-01, eta: 3 days, 11:02:10, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2266, top5_acc: 0.4439, loss_cls: 3.8830, loss: 3.8830, grad_norm: 0.9994 2020-10-05 01:26:29,732 - mmaction - INFO - Epoch [46][240/1413] lr: 5.554e-01, eta: 3 days, 11:01:48, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2232, top5_acc: 0.4467, loss_cls: 3.8802, loss: 3.8802, grad_norm: 0.9998 2020-10-05 01:26:49,367 - mmaction - INFO - Epoch [46][260/1413] lr: 5.554e-01, eta: 3 days, 11:01:26, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.2193, top5_acc: 0.4414, loss_cls: 3.9308, loss: 3.9308, grad_norm: 0.9946 2020-10-05 01:27:09,174 - mmaction - INFO - Epoch [46][280/1413] lr: 5.554e-01, eta: 3 days, 11:01:05, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2174, top5_acc: 0.4460, loss_cls: 3.9349, loss: 3.9349, grad_norm: 0.9945 2020-10-05 01:27:28,944 - mmaction - INFO - Epoch [46][300/1413] lr: 5.554e-01, eta: 3 days, 11:00:43, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2146, top5_acc: 0.4430, loss_cls: 3.9335, loss: 3.9335, grad_norm: 0.9836 2020-10-05 01:27:48,636 - mmaction - INFO - Epoch [46][320/1413] lr: 5.554e-01, eta: 3 days, 11:00:21, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2221, top5_acc: 0.4421, loss_cls: 3.9279, loss: 3.9279, grad_norm: 1.0009 2020-10-05 01:28:08,440 - mmaction - INFO - Epoch [46][340/1413] lr: 5.554e-01, eta: 3 days, 11:00:00, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2224, top5_acc: 0.4457, loss_cls: 3.9088, loss: 3.9088, grad_norm: 0.9912 2020-10-05 01:28:28,142 - mmaction - INFO - Epoch [46][360/1413] lr: 5.554e-01, eta: 3 days, 10:59:38, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2155, top5_acc: 0.4382, loss_cls: 3.9359, loss: 3.9359, grad_norm: 0.9738 2020-10-05 01:28:47,829 - mmaction - INFO - Epoch [46][380/1413] lr: 5.554e-01, eta: 3 days, 10:59:17, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2176, top5_acc: 0.4456, loss_cls: 3.9000, loss: 3.9000, grad_norm: 0.9890 2020-10-05 01:29:07,541 - mmaction - INFO - Epoch [46][400/1413] lr: 5.554e-01, eta: 3 days, 10:58:55, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2169, top5_acc: 0.4385, loss_cls: 3.9506, loss: 3.9506, grad_norm: 0.9825 2020-10-05 01:29:27,182 - mmaction - INFO - Epoch [46][420/1413] lr: 5.554e-01, eta: 3 days, 10:58:33, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.2203, top5_acc: 0.4413, loss_cls: 3.9471, loss: 3.9471, grad_norm: 0.9821 2020-10-05 01:29:46,763 - mmaction - INFO - Epoch [46][440/1413] lr: 5.554e-01, eta: 3 days, 10:58:10, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2207, top5_acc: 0.4436, loss_cls: 3.9099, loss: 3.9099, grad_norm: 0.9841 2020-10-05 01:30:06,478 - mmaction - INFO - Epoch [46][460/1413] lr: 5.554e-01, eta: 3 days, 10:57:49, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2221, top5_acc: 0.4483, loss_cls: 3.9051, loss: 3.9051, grad_norm: 0.9671 2020-10-05 01:30:27,216 - mmaction - INFO - Epoch [46][480/1413] lr: 5.554e-01, eta: 3 days, 10:57:32, time: 1.038, data_time: 0.003, memory: 8478, top1_acc: 0.2259, top5_acc: 0.4449, loss_cls: 3.9100, loss: 3.9100, grad_norm: 0.9709 2020-10-05 01:30:46,994 - mmaction - INFO - Epoch [46][500/1413] lr: 5.554e-01, eta: 3 days, 10:57:10, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2236, top5_acc: 0.4470, loss_cls: 3.9020, loss: 3.9020, grad_norm: 0.9928 2020-10-05 01:31:06,754 - mmaction - INFO - Epoch [46][520/1413] lr: 5.554e-01, eta: 3 days, 10:56:49, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2159, top5_acc: 0.4355, loss_cls: 3.9585, loss: 3.9585, grad_norm: 0.9918 2020-10-05 01:31:26,530 - mmaction - INFO - Epoch [46][540/1413] lr: 5.554e-01, eta: 3 days, 10:56:28, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2221, top5_acc: 0.4514, loss_cls: 3.8648, loss: 3.8648, grad_norm: 0.9788 2020-10-05 01:31:46,215 - mmaction - INFO - Epoch [46][560/1413] lr: 5.554e-01, eta: 3 days, 10:56:06, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2165, top5_acc: 0.4469, loss_cls: 3.9024, loss: 3.9024, grad_norm: 1.0111 2020-10-05 01:32:05,977 - mmaction - INFO - Epoch [46][580/1413] lr: 5.554e-01, eta: 3 days, 10:55:44, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2161, top5_acc: 0.4382, loss_cls: 3.9479, loss: 3.9479, grad_norm: 0.9813 2020-10-05 01:32:25,696 - mmaction - INFO - Epoch [46][600/1413] lr: 5.554e-01, eta: 3 days, 10:55:23, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2202, top5_acc: 0.4380, loss_cls: 3.9230, loss: 3.9230, grad_norm: 0.9902 2020-10-05 01:32:45,278 - mmaction - INFO - Epoch [46][620/1413] lr: 5.554e-01, eta: 3 days, 10:55:00, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2277, top5_acc: 0.4464, loss_cls: 3.9047, loss: 3.9047, grad_norm: 0.9806 2020-10-05 01:33:05,012 - mmaction - INFO - Epoch [46][640/1413] lr: 5.554e-01, eta: 3 days, 10:54:39, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2266, top5_acc: 0.4569, loss_cls: 3.8820, loss: 3.8820, grad_norm: 0.9896 2020-10-05 01:33:24,641 - mmaction - INFO - Epoch [46][660/1413] lr: 5.554e-01, eta: 3 days, 10:54:17, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.2224, top5_acc: 0.4460, loss_cls: 3.9294, loss: 3.9294, grad_norm: 0.9853 2020-10-05 01:33:44,365 - mmaction - INFO - Epoch [46][680/1413] lr: 5.554e-01, eta: 3 days, 10:53:55, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2267, top5_acc: 0.4417, loss_cls: 3.9152, loss: 3.9152, grad_norm: 0.9756 2020-10-05 01:34:03,996 - mmaction - INFO - Epoch [46][700/1413] lr: 5.554e-01, eta: 3 days, 10:53:33, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2158, top5_acc: 0.4316, loss_cls: 3.9626, loss: 3.9626, grad_norm: 0.9892 2020-10-05 01:34:23,739 - mmaction - INFO - Epoch [46][720/1413] lr: 5.554e-01, eta: 3 days, 10:53:11, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2155, top5_acc: 0.4383, loss_cls: 3.9480, loss: 3.9480, grad_norm: 0.9796 2020-10-05 01:34:43,515 - mmaction - INFO - Epoch [46][740/1413] lr: 5.554e-01, eta: 3 days, 10:52:50, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2215, top5_acc: 0.4473, loss_cls: 3.8998, loss: 3.8998, grad_norm: 0.9740 2020-10-05 01:35:03,221 - mmaction - INFO - Epoch [46][760/1413] lr: 5.554e-01, eta: 3 days, 10:52:28, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2207, top5_acc: 0.4491, loss_cls: 3.9041, loss: 3.9041, grad_norm: 0.9975 2020-10-05 01:35:22,853 - mmaction - INFO - Epoch [46][780/1413] lr: 5.554e-01, eta: 3 days, 10:52:06, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2094, top5_acc: 0.4306, loss_cls: 3.9951, loss: 3.9951, grad_norm: 0.9914 2020-10-05 01:35:42,488 - mmaction - INFO - Epoch [46][800/1413] lr: 5.554e-01, eta: 3 days, 10:51:44, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2216, top5_acc: 0.4443, loss_cls: 3.8996, loss: 3.8996, grad_norm: 0.9878 2020-10-05 01:36:02,246 - mmaction - INFO - Epoch [46][820/1413] lr: 5.554e-01, eta: 3 days, 10:51:22, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2103, top5_acc: 0.4316, loss_cls: 3.9410, loss: 3.9410, grad_norm: 0.9837 2020-10-05 01:36:21,955 - mmaction - INFO - Epoch [46][840/1413] lr: 5.554e-01, eta: 3 days, 10:51:01, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2262, top5_acc: 0.4466, loss_cls: 3.9026, loss: 3.9026, grad_norm: 0.9834 2020-10-05 01:36:41,664 - mmaction - INFO - Epoch [46][860/1413] lr: 5.554e-01, eta: 3 days, 10:50:39, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2191, top5_acc: 0.4426, loss_cls: 3.9251, loss: 3.9251, grad_norm: 0.9811 2020-10-05 01:37:01,387 - mmaction - INFO - Epoch [46][880/1413] lr: 5.554e-01, eta: 3 days, 10:50:17, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2118, top5_acc: 0.4332, loss_cls: 3.9693, loss: 3.9693, grad_norm: 0.9822 2020-10-05 01:37:21,149 - mmaction - INFO - Epoch [46][900/1413] lr: 5.554e-01, eta: 3 days, 10:49:56, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2189, top5_acc: 0.4401, loss_cls: 3.9506, loss: 3.9506, grad_norm: 0.9848 2020-10-05 01:37:40,837 - mmaction - INFO - Epoch [46][920/1413] lr: 5.554e-01, eta: 3 days, 10:49:34, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2206, top5_acc: 0.4421, loss_cls: 3.9184, loss: 3.9184, grad_norm: 0.9977 2020-10-05 01:38:00,464 - mmaction - INFO - Epoch [46][940/1413] lr: 5.554e-01, eta: 3 days, 10:49:12, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2210, top5_acc: 0.4378, loss_cls: 3.9491, loss: 3.9491, grad_norm: 0.9962 2020-10-05 01:38:20,249 - mmaction - INFO - Epoch [46][960/1413] lr: 5.554e-01, eta: 3 days, 10:48:51, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2165, top5_acc: 0.4423, loss_cls: 3.9430, loss: 3.9430, grad_norm: 0.9685 2020-10-05 01:38:39,924 - mmaction - INFO - Epoch [46][980/1413] lr: 5.554e-01, eta: 3 days, 10:48:29, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2212, top5_acc: 0.4302, loss_cls: 3.9593, loss: 3.9593, grad_norm: 0.9887 2020-10-05 01:38:59,599 - mmaction - INFO - Epoch [46][1000/1413] lr: 5.554e-01, eta: 3 days, 10:48:07, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2254, top5_acc: 0.4448, loss_cls: 3.9238, loss: 3.9238, grad_norm: 1.0059 2020-10-05 01:39:19,296 - mmaction - INFO - Epoch [46][1020/1413] lr: 5.554e-01, eta: 3 days, 10:47:45, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2199, top5_acc: 0.4452, loss_cls: 3.9241, loss: 3.9241, grad_norm: 0.9842 2020-10-05 01:39:39,033 - mmaction - INFO - Epoch [46][1040/1413] lr: 5.554e-01, eta: 3 days, 10:47:24, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2172, top5_acc: 0.4376, loss_cls: 3.9340, loss: 3.9340, grad_norm: 0.9907 2020-10-05 01:39:58,772 - mmaction - INFO - Epoch [46][1060/1413] lr: 5.554e-01, eta: 3 days, 10:47:02, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2108, top5_acc: 0.4443, loss_cls: 3.9459, loss: 3.9459, grad_norm: 0.9834 2020-10-05 01:40:18,440 - mmaction - INFO - Epoch [46][1080/1413] lr: 5.554e-01, eta: 3 days, 10:46:40, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2182, top5_acc: 0.4418, loss_cls: 3.9319, loss: 3.9319, grad_norm: 0.9765 2020-10-05 01:40:38,202 - mmaction - INFO - Epoch [46][1100/1413] lr: 5.554e-01, eta: 3 days, 10:46:19, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2185, top5_acc: 0.4371, loss_cls: 3.9416, loss: 3.9416, grad_norm: 0.9880 2020-10-05 01:40:57,886 - mmaction - INFO - Epoch [46][1120/1413] lr: 5.554e-01, eta: 3 days, 10:45:57, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2151, top5_acc: 0.4333, loss_cls: 3.9508, loss: 3.9508, grad_norm: 0.9997 2020-10-05 01:41:17,634 - mmaction - INFO - Epoch [46][1140/1413] lr: 5.554e-01, eta: 3 days, 10:45:36, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2143, top5_acc: 0.4391, loss_cls: 3.9389, loss: 3.9389, grad_norm: 0.9789 2020-10-05 01:41:37,265 - mmaction - INFO - Epoch [46][1160/1413] lr: 5.554e-01, eta: 3 days, 10:45:14, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2160, top5_acc: 0.4418, loss_cls: 3.9407, loss: 3.9407, grad_norm: 0.9748 2020-10-05 01:41:56,924 - mmaction - INFO - Epoch [46][1180/1413] lr: 5.554e-01, eta: 3 days, 10:44:52, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2237, top5_acc: 0.4415, loss_cls: 3.9278, loss: 3.9278, grad_norm: 1.0055 2020-10-05 01:42:16,587 - mmaction - INFO - Epoch [46][1200/1413] lr: 5.554e-01, eta: 3 days, 10:44:30, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2104, top5_acc: 0.4408, loss_cls: 3.9614, loss: 3.9614, grad_norm: 0.9580 2020-10-05 01:42:36,354 - mmaction - INFO - Epoch [46][1220/1413] lr: 5.554e-01, eta: 3 days, 10:44:08, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2215, top5_acc: 0.4447, loss_cls: 3.8959, loss: 3.8959, grad_norm: 0.9846 2020-10-05 01:42:56,122 - mmaction - INFO - Epoch [46][1240/1413] lr: 5.554e-01, eta: 3 days, 10:43:47, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2285, top5_acc: 0.4452, loss_cls: 3.8896, loss: 3.8896, grad_norm: 0.9901 2020-10-05 01:43:15,858 - mmaction - INFO - Epoch [46][1260/1413] lr: 5.554e-01, eta: 3 days, 10:43:25, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2204, top5_acc: 0.4424, loss_cls: 3.9151, loss: 3.9151, grad_norm: 0.9949 2020-10-05 01:43:35,569 - mmaction - INFO - Epoch [46][1280/1413] lr: 5.554e-01, eta: 3 days, 10:43:04, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2280, top5_acc: 0.4419, loss_cls: 3.9412, loss: 3.9412, grad_norm: 0.9815 2020-10-05 01:43:55,318 - mmaction - INFO - Epoch [46][1300/1413] lr: 5.554e-01, eta: 3 days, 10:42:42, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2230, top5_acc: 0.4531, loss_cls: 3.8900, loss: 3.8900, grad_norm: 1.0005 2020-10-05 01:44:15,045 - mmaction - INFO - Epoch [46][1320/1413] lr: 5.554e-01, eta: 3 days, 10:42:21, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2279, top5_acc: 0.4518, loss_cls: 3.8698, loss: 3.8698, grad_norm: 0.9832 2020-10-05 01:44:34,698 - mmaction - INFO - Epoch [46][1340/1413] lr: 5.554e-01, eta: 3 days, 10:41:59, time: 0.982, data_time: 0.001, memory: 8478, top1_acc: 0.2193, top5_acc: 0.4379, loss_cls: 3.9374, loss: 3.9374, grad_norm: 0.9841 2020-10-05 01:44:54,392 - mmaction - INFO - Epoch [46][1360/1413] lr: 5.554e-01, eta: 3 days, 10:41:37, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2178, top5_acc: 0.4395, loss_cls: 3.9407, loss: 3.9407, grad_norm: 0.9987 2020-10-05 01:45:14,129 - mmaction - INFO - Epoch [46][1380/1413] lr: 5.554e-01, eta: 3 days, 10:41:15, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2142, top5_acc: 0.4380, loss_cls: 3.9675, loss: 3.9675, grad_norm: 0.9725 2020-10-05 01:45:33,857 - mmaction - INFO - Epoch [46][1400/1413] lr: 5.554e-01, eta: 3 days, 10:40:54, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2240, top5_acc: 0.4497, loss_cls: 3.8985, loss: 3.8985, grad_norm: 0.9782 2020-10-05 01:46:39,005 - mmaction - INFO - Epoch [47][20/1413] lr: 5.535e-01, eta: 3 days, 10:41:47, time: 2.596, data_time: 1.415, memory: 8478, top1_acc: 0.2177, top5_acc: 0.4466, loss_cls: 3.8971, loss: 3.8971, grad_norm: 0.9744 2020-10-05 01:46:58,403 - mmaction - INFO - Epoch [47][40/1413] lr: 5.535e-01, eta: 3 days, 10:41:24, time: 0.970, data_time: 0.002, memory: 8478, top1_acc: 0.2245, top5_acc: 0.4471, loss_cls: 3.8930, loss: 3.8930, grad_norm: 0.9886 2020-10-05 01:47:18,067 - mmaction - INFO - Epoch [47][60/1413] lr: 5.535e-01, eta: 3 days, 10:41:02, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2137, top5_acc: 0.4384, loss_cls: 3.9256, loss: 3.9256, grad_norm: 0.9958 2020-10-05 01:47:37,838 - mmaction - INFO - Epoch [47][80/1413] lr: 5.535e-01, eta: 3 days, 10:40:40, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2220, top5_acc: 0.4422, loss_cls: 3.9144, loss: 3.9144, grad_norm: 0.9871 2020-10-05 01:47:57,527 - mmaction - INFO - Epoch [47][100/1413] lr: 5.535e-01, eta: 3 days, 10:40:18, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2247, top5_acc: 0.4487, loss_cls: 3.8817, loss: 3.8817, grad_norm: 0.9808 2020-10-05 01:48:17,274 - mmaction - INFO - Epoch [47][120/1413] lr: 5.535e-01, eta: 3 days, 10:39:57, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2292, top5_acc: 0.4467, loss_cls: 3.9192, loss: 3.9192, grad_norm: 0.9837 2020-10-05 01:48:36,950 - mmaction - INFO - Epoch [47][140/1413] lr: 5.535e-01, eta: 3 days, 10:39:35, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2197, top5_acc: 0.4366, loss_cls: 3.9419, loss: 3.9419, grad_norm: 1.0036 2020-10-05 01:48:56,636 - mmaction - INFO - Epoch [47][160/1413] lr: 5.535e-01, eta: 3 days, 10:39:13, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2236, top5_acc: 0.4431, loss_cls: 3.9291, loss: 3.9291, grad_norm: 0.9713 2020-10-05 01:49:16,430 - mmaction - INFO - Epoch [47][180/1413] lr: 5.535e-01, eta: 3 days, 10:38:52, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2197, top5_acc: 0.4447, loss_cls: 3.9191, loss: 3.9191, grad_norm: 0.9791 2020-10-05 01:49:36,109 - mmaction - INFO - Epoch [47][200/1413] lr: 5.535e-01, eta: 3 days, 10:38:30, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2143, top5_acc: 0.4316, loss_cls: 3.9496, loss: 3.9496, grad_norm: 0.9918 2020-10-05 01:49:55,781 - mmaction - INFO - Epoch [47][220/1413] lr: 5.535e-01, eta: 3 days, 10:38:08, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2368, top5_acc: 0.4607, loss_cls: 3.8335, loss: 3.8335, grad_norm: 0.9903 2020-10-05 01:50:15,474 - mmaction - INFO - Epoch [47][240/1413] lr: 5.535e-01, eta: 3 days, 10:37:46, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2264, top5_acc: 0.4396, loss_cls: 3.9276, loss: 3.9276, grad_norm: 0.9974 2020-10-05 01:50:35,184 - mmaction - INFO - Epoch [47][260/1413] lr: 5.535e-01, eta: 3 days, 10:37:25, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2109, top5_acc: 0.4323, loss_cls: 3.9866, loss: 3.9866, grad_norm: 0.9865 2020-10-05 01:50:54,888 - mmaction - INFO - Epoch [47][280/1413] lr: 5.535e-01, eta: 3 days, 10:37:03, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2158, top5_acc: 0.4409, loss_cls: 3.9720, loss: 3.9720, grad_norm: 0.9584 2020-10-05 01:51:14,502 - mmaction - INFO - Epoch [47][300/1413] lr: 5.535e-01, eta: 3 days, 10:36:41, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2212, top5_acc: 0.4427, loss_cls: 3.9084, loss: 3.9084, grad_norm: 0.9780 2020-10-05 01:51:34,111 - mmaction - INFO - Epoch [47][320/1413] lr: 5.535e-01, eta: 3 days, 10:36:19, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2182, top5_acc: 0.4495, loss_cls: 3.9080, loss: 3.9080, grad_norm: 0.9888 2020-10-05 01:51:53,896 - mmaction - INFO - Epoch [47][340/1413] lr: 5.535e-01, eta: 3 days, 10:35:57, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2263, top5_acc: 0.4444, loss_cls: 3.9124, loss: 3.9124, grad_norm: 0.9825 2020-10-05 01:52:13,601 - mmaction - INFO - Epoch [47][360/1413] lr: 5.535e-01, eta: 3 days, 10:35:36, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2255, top5_acc: 0.4418, loss_cls: 3.8907, loss: 3.8907, grad_norm: 0.9927 2020-10-05 01:52:33,211 - mmaction - INFO - Epoch [47][380/1413] lr: 5.535e-01, eta: 3 days, 10:35:14, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2215, top5_acc: 0.4479, loss_cls: 3.8962, loss: 3.8962, grad_norm: 0.9791 2020-10-05 01:52:52,892 - mmaction - INFO - Epoch [47][400/1413] lr: 5.535e-01, eta: 3 days, 10:34:52, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2234, top5_acc: 0.4413, loss_cls: 3.9340, loss: 3.9340, grad_norm: 0.9896 2020-10-05 01:53:12,701 - mmaction - INFO - Epoch [47][420/1413] lr: 5.535e-01, eta: 3 days, 10:34:31, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2174, top5_acc: 0.4355, loss_cls: 3.9441, loss: 3.9441, grad_norm: 0.9831 2020-10-05 01:53:32,435 - mmaction - INFO - Epoch [47][440/1413] lr: 5.535e-01, eta: 3 days, 10:34:09, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2168, top5_acc: 0.4371, loss_cls: 3.9370, loss: 3.9370, grad_norm: 0.9884 2020-10-05 01:53:52,134 - mmaction - INFO - Epoch [47][460/1413] lr: 5.535e-01, eta: 3 days, 10:33:47, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2155, top5_acc: 0.4402, loss_cls: 3.9455, loss: 3.9455, grad_norm: 0.9853 2020-10-05 01:54:11,904 - mmaction - INFO - Epoch [47][480/1413] lr: 5.535e-01, eta: 3 days, 10:33:26, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2207, top5_acc: 0.4415, loss_cls: 3.9094, loss: 3.9094, grad_norm: 0.9917 2020-10-05 01:54:31,675 - mmaction - INFO - Epoch [47][500/1413] lr: 5.535e-01, eta: 3 days, 10:33:04, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2148, top5_acc: 0.4346, loss_cls: 3.9624, loss: 3.9624, grad_norm: 0.9860 2020-10-05 01:54:51,374 - mmaction - INFO - Epoch [47][520/1413] lr: 5.535e-01, eta: 3 days, 10:32:43, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2177, top5_acc: 0.4315, loss_cls: 3.9689, loss: 3.9689, grad_norm: 0.9837 2020-10-05 01:55:11,061 - mmaction - INFO - Epoch [47][540/1413] lr: 5.535e-01, eta: 3 days, 10:32:21, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2207, top5_acc: 0.4354, loss_cls: 3.9234, loss: 3.9234, grad_norm: 0.9762 2020-10-05 01:55:30,784 - mmaction - INFO - Epoch [47][560/1413] lr: 5.535e-01, eta: 3 days, 10:32:00, time: 0.988, data_time: 0.003, memory: 8478, top1_acc: 0.2143, top5_acc: 0.4449, loss_cls: 3.9368, loss: 3.9368, grad_norm: 0.9930 2020-10-05 01:55:50,441 - mmaction - INFO - Epoch [47][580/1413] lr: 5.535e-01, eta: 3 days, 10:31:38, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2142, top5_acc: 0.4328, loss_cls: 3.9709, loss: 3.9709, grad_norm: 0.9899 2020-10-05 01:56:10,174 - mmaction - INFO - Epoch [47][600/1413] lr: 5.535e-01, eta: 3 days, 10:31:16, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2198, top5_acc: 0.4460, loss_cls: 3.9006, loss: 3.9006, grad_norm: 1.0004 2020-10-05 01:56:29,894 - mmaction - INFO - Epoch [47][620/1413] lr: 5.535e-01, eta: 3 days, 10:30:54, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2128, top5_acc: 0.4301, loss_cls: 3.9554, loss: 3.9554, grad_norm: 0.9941 2020-10-05 01:56:49,628 - mmaction - INFO - Epoch [47][640/1413] lr: 5.535e-01, eta: 3 days, 10:30:33, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2165, top5_acc: 0.4449, loss_cls: 3.9285, loss: 3.9285, grad_norm: 0.9749 2020-10-05 01:57:09,426 - mmaction - INFO - Epoch [47][660/1413] lr: 5.535e-01, eta: 3 days, 10:30:12, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2204, top5_acc: 0.4306, loss_cls: 3.9669, loss: 3.9669, grad_norm: 0.9999 2020-10-05 01:57:29,226 - mmaction - INFO - Epoch [47][680/1413] lr: 5.535e-01, eta: 3 days, 10:29:50, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2212, top5_acc: 0.4346, loss_cls: 3.9673, loss: 3.9673, grad_norm: 0.9802 2020-10-05 01:57:48,915 - mmaction - INFO - Epoch [47][700/1413] lr: 5.535e-01, eta: 3 days, 10:29:29, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2168, top5_acc: 0.4324, loss_cls: 3.9665, loss: 3.9665, grad_norm: 0.9809 2020-10-05 01:58:08,577 - mmaction - INFO - Epoch [47][720/1413] lr: 5.535e-01, eta: 3 days, 10:29:07, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2195, top5_acc: 0.4408, loss_cls: 3.9214, loss: 3.9214, grad_norm: 0.9873 2020-10-05 01:58:28,217 - mmaction - INFO - Epoch [47][740/1413] lr: 5.535e-01, eta: 3 days, 10:28:45, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2241, top5_acc: 0.4454, loss_cls: 3.9221, loss: 3.9221, grad_norm: 0.9820 2020-10-05 01:58:47,844 - mmaction - INFO - Epoch [47][760/1413] lr: 5.535e-01, eta: 3 days, 10:28:23, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2212, top5_acc: 0.4470, loss_cls: 3.9008, loss: 3.9008, grad_norm: 0.9862 2020-10-05 01:59:07,485 - mmaction - INFO - Epoch [47][780/1413] lr: 5.535e-01, eta: 3 days, 10:28:01, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2199, top5_acc: 0.4448, loss_cls: 3.9214, loss: 3.9214, grad_norm: 0.9839 2020-10-05 01:59:27,154 - mmaction - INFO - Epoch [47][800/1413] lr: 5.535e-01, eta: 3 days, 10:27:39, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2243, top5_acc: 0.4536, loss_cls: 3.9027, loss: 3.9027, grad_norm: 0.9898 2020-10-05 01:59:46,766 - mmaction - INFO - Epoch [47][820/1413] lr: 5.535e-01, eta: 3 days, 10:27:17, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2219, top5_acc: 0.4418, loss_cls: 3.9209, loss: 3.9209, grad_norm: 0.9781 2020-10-05 02:00:08,851 - mmaction - INFO - Epoch [47][840/1413] lr: 5.535e-01, eta: 3 days, 10:27:06, time: 1.105, data_time: 0.003, memory: 8478, top1_acc: 0.2147, top5_acc: 0.4461, loss_cls: 3.9546, loss: 3.9546, grad_norm: 0.9847 2020-10-05 02:00:28,480 - mmaction - INFO - Epoch [47][860/1413] lr: 5.535e-01, eta: 3 days, 10:26:44, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2197, top5_acc: 0.4402, loss_cls: 3.9489, loss: 3.9489, grad_norm: 0.9823 2020-10-05 02:00:48,222 - mmaction - INFO - Epoch [47][880/1413] lr: 5.535e-01, eta: 3 days, 10:26:22, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2160, top5_acc: 0.4402, loss_cls: 3.9500, loss: 3.9500, grad_norm: 0.9745 2020-10-05 02:01:08,017 - mmaction - INFO - Epoch [47][900/1413] lr: 5.535e-01, eta: 3 days, 10:26:01, time: 0.990, data_time: 0.003, memory: 8478, top1_acc: 0.2130, top5_acc: 0.4366, loss_cls: 3.9482, loss: 3.9482, grad_norm: 0.9806 2020-10-05 02:01:27,645 - mmaction - INFO - Epoch [47][920/1413] lr: 5.535e-01, eta: 3 days, 10:25:39, time: 0.981, data_time: 0.001, memory: 8478, top1_acc: 0.2165, top5_acc: 0.4327, loss_cls: 3.9492, loss: 3.9492, grad_norm: 0.9841 2020-10-05 02:01:47,414 - mmaction - INFO - Epoch [47][940/1413] lr: 5.535e-01, eta: 3 days, 10:25:18, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2224, top5_acc: 0.4483, loss_cls: 3.8816, loss: 3.8816, grad_norm: 0.9985 2020-10-05 02:02:07,135 - mmaction - INFO - Epoch [47][960/1413] lr: 5.535e-01, eta: 3 days, 10:24:56, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2201, top5_acc: 0.4316, loss_cls: 3.9629, loss: 3.9629, grad_norm: 0.9711 2020-10-05 02:02:26,846 - mmaction - INFO - Epoch [47][980/1413] lr: 5.535e-01, eta: 3 days, 10:24:34, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2314, top5_acc: 0.4589, loss_cls: 3.8508, loss: 3.8508, grad_norm: 0.9861 2020-10-05 02:02:46,392 - mmaction - INFO - Epoch [47][1000/1413] lr: 5.535e-01, eta: 3 days, 10:24:12, time: 0.977, data_time: 0.002, memory: 8478, top1_acc: 0.2195, top5_acc: 0.4365, loss_cls: 3.9409, loss: 3.9409, grad_norm: 0.9908 2020-10-05 02:03:06,063 - mmaction - INFO - Epoch [47][1020/1413] lr: 5.535e-01, eta: 3 days, 10:23:50, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2188, top5_acc: 0.4504, loss_cls: 3.9006, loss: 3.9006, grad_norm: 0.9896 2020-10-05 02:03:25,771 - mmaction - INFO - Epoch [47][1040/1413] lr: 5.535e-01, eta: 3 days, 10:23:29, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2185, top5_acc: 0.4490, loss_cls: 3.8915, loss: 3.8915, grad_norm: 0.9941 2020-10-05 02:03:45,598 - mmaction - INFO - Epoch [47][1060/1413] lr: 5.535e-01, eta: 3 days, 10:23:07, time: 0.991, data_time: 0.001, memory: 8478, top1_acc: 0.2217, top5_acc: 0.4332, loss_cls: 3.9372, loss: 3.9372, grad_norm: 0.9985 2020-10-05 02:04:05,286 - mmaction - INFO - Epoch [47][1080/1413] lr: 5.535e-01, eta: 3 days, 10:22:46, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2130, top5_acc: 0.4366, loss_cls: 3.9604, loss: 3.9604, grad_norm: 0.9832 2020-10-05 02:04:25,051 - mmaction - INFO - Epoch [47][1100/1413] lr: 5.535e-01, eta: 3 days, 10:22:24, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2156, top5_acc: 0.4313, loss_cls: 3.9792, loss: 3.9792, grad_norm: 0.9802 2020-10-05 02:04:44,755 - mmaction - INFO - Epoch [47][1120/1413] lr: 5.535e-01, eta: 3 days, 10:22:03, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2228, top5_acc: 0.4406, loss_cls: 3.9515, loss: 3.9515, grad_norm: 0.9960 2020-10-05 02:05:04,453 - mmaction - INFO - Epoch [47][1140/1413] lr: 5.535e-01, eta: 3 days, 10:21:41, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2173, top5_acc: 0.4355, loss_cls: 3.9516, loss: 3.9516, grad_norm: 0.9685 2020-10-05 02:05:24,209 - mmaction - INFO - Epoch [47][1160/1413] lr: 5.535e-01, eta: 3 days, 10:21:19, time: 0.989, data_time: 0.004, memory: 8478, top1_acc: 0.2210, top5_acc: 0.4408, loss_cls: 3.9347, loss: 3.9347, grad_norm: 0.9963 2020-10-05 02:05:43,879 - mmaction - INFO - Epoch [47][1180/1413] lr: 5.535e-01, eta: 3 days, 10:20:58, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2125, top5_acc: 0.4357, loss_cls: 3.9477, loss: 3.9477, grad_norm: 0.9886 2020-10-05 02:06:03,716 - mmaction - INFO - Epoch [47][1200/1413] lr: 5.535e-01, eta: 3 days, 10:20:37, time: 0.992, data_time: 0.002, memory: 8478, top1_acc: 0.2197, top5_acc: 0.4471, loss_cls: 3.9132, loss: 3.9132, grad_norm: 0.9796 2020-10-05 02:06:23,397 - mmaction - INFO - Epoch [47][1220/1413] lr: 5.535e-01, eta: 3 days, 10:20:15, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2203, top5_acc: 0.4310, loss_cls: 3.9449, loss: 3.9449, grad_norm: 0.9940 2020-10-05 02:06:43,167 - mmaction - INFO - Epoch [47][1240/1413] lr: 5.535e-01, eta: 3 days, 10:19:53, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2233, top5_acc: 0.4404, loss_cls: 3.8903, loss: 3.8903, grad_norm: 0.9870 2020-10-05 02:07:02,814 - mmaction - INFO - Epoch [47][1260/1413] lr: 5.535e-01, eta: 3 days, 10:19:32, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2185, top5_acc: 0.4428, loss_cls: 3.9390, loss: 3.9390, grad_norm: 0.9892 2020-10-05 02:07:22,517 - mmaction - INFO - Epoch [47][1280/1413] lr: 5.535e-01, eta: 3 days, 10:19:10, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2262, top5_acc: 0.4405, loss_cls: 3.8893, loss: 3.8893, grad_norm: 0.9684 2020-10-05 02:07:42,243 - mmaction - INFO - Epoch [47][1300/1413] lr: 5.535e-01, eta: 3 days, 10:18:48, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2186, top5_acc: 0.4439, loss_cls: 3.9237, loss: 3.9237, grad_norm: 1.0062 2020-10-05 02:08:01,881 - mmaction - INFO - Epoch [47][1320/1413] lr: 5.535e-01, eta: 3 days, 10:18:26, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2201, top5_acc: 0.4440, loss_cls: 3.9231, loss: 3.9231, grad_norm: 0.9764 2020-10-05 02:08:21,537 - mmaction - INFO - Epoch [47][1340/1413] lr: 5.535e-01, eta: 3 days, 10:18:05, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2216, top5_acc: 0.4408, loss_cls: 3.9324, loss: 3.9324, grad_norm: 1.0020 2020-10-05 02:08:41,284 - mmaction - INFO - Epoch [47][1360/1413] lr: 5.535e-01, eta: 3 days, 10:17:43, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2178, top5_acc: 0.4457, loss_cls: 3.9242, loss: 3.9242, grad_norm: 0.9778 2020-10-05 02:09:01,004 - mmaction - INFO - Epoch [47][1380/1413] lr: 5.535e-01, eta: 3 days, 10:17:21, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2228, top5_acc: 0.4451, loss_cls: 3.9264, loss: 3.9264, grad_norm: 0.9757 2020-10-05 02:09:20,694 - mmaction - INFO - Epoch [47][1400/1413] lr: 5.535e-01, eta: 3 days, 10:17:00, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2191, top5_acc: 0.4421, loss_cls: 3.9247, loss: 3.9247, grad_norm: 0.9903 2020-10-05 02:10:29,527 - mmaction - INFO - Epoch [48][20/1413] lr: 5.515e-01, eta: 3 days, 10:18:01, time: 2.711, data_time: 1.537, memory: 8478, top1_acc: 0.2178, top5_acc: 0.4346, loss_cls: 3.9430, loss: 3.9430, grad_norm: 0.9941 2020-10-05 02:10:48,881 - mmaction - INFO - Epoch [48][40/1413] lr: 5.515e-01, eta: 3 days, 10:17:37, time: 0.967, data_time: 0.002, memory: 8478, top1_acc: 0.2260, top5_acc: 0.4467, loss_cls: 3.9150, loss: 3.9150, grad_norm: 0.9843 2020-10-05 02:11:08,511 - mmaction - INFO - Epoch [48][60/1413] lr: 5.515e-01, eta: 3 days, 10:17:15, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2199, top5_acc: 0.4469, loss_cls: 3.8874, loss: 3.8874, grad_norm: 1.0012 2020-10-05 02:11:28,239 - mmaction - INFO - Epoch [48][80/1413] lr: 5.515e-01, eta: 3 days, 10:16:54, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2254, top5_acc: 0.4509, loss_cls: 3.8779, loss: 3.8779, grad_norm: 0.9804 2020-10-05 02:11:47,886 - mmaction - INFO - Epoch [48][100/1413] lr: 5.515e-01, eta: 3 days, 10:16:32, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2208, top5_acc: 0.4426, loss_cls: 3.9370, loss: 3.9370, grad_norm: 0.9848 2020-10-05 02:12:07,667 - mmaction - INFO - Epoch [48][120/1413] lr: 5.515e-01, eta: 3 days, 10:16:10, time: 0.987, data_time: 0.001, memory: 8478, top1_acc: 0.2181, top5_acc: 0.4383, loss_cls: 3.9553, loss: 3.9553, grad_norm: 0.9989 2020-10-05 02:12:27,274 - mmaction - INFO - Epoch [48][140/1413] lr: 5.515e-01, eta: 3 days, 10:15:48, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.2173, top5_acc: 0.4503, loss_cls: 3.8898, loss: 3.8898, grad_norm: 0.9873 2020-10-05 02:12:46,804 - mmaction - INFO - Epoch [48][160/1413] lr: 5.515e-01, eta: 3 days, 10:15:26, time: 0.976, data_time: 0.002, memory: 8478, top1_acc: 0.2273, top5_acc: 0.4421, loss_cls: 3.9317, loss: 3.9317, grad_norm: 0.9869 2020-10-05 02:13:06,464 - mmaction - INFO - Epoch [48][180/1413] lr: 5.515e-01, eta: 3 days, 10:15:04, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2159, top5_acc: 0.4402, loss_cls: 3.9140, loss: 3.9140, grad_norm: 0.9868 2020-10-05 02:13:26,045 - mmaction - INFO - Epoch [48][200/1413] lr: 5.515e-01, eta: 3 days, 10:14:42, time: 0.980, data_time: 0.003, memory: 8478, top1_acc: 0.2161, top5_acc: 0.4333, loss_cls: 3.9556, loss: 3.9556, grad_norm: 0.9824 2020-10-05 02:13:45,777 - mmaction - INFO - Epoch [48][220/1413] lr: 5.515e-01, eta: 3 days, 10:14:20, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2188, top5_acc: 0.4447, loss_cls: 3.9016, loss: 3.9016, grad_norm: 0.9688 2020-10-05 02:14:05,440 - mmaction - INFO - Epoch [48][240/1413] lr: 5.515e-01, eta: 3 days, 10:13:58, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2217, top5_acc: 0.4398, loss_cls: 3.9481, loss: 3.9481, grad_norm: 0.9927 2020-10-05 02:14:25,094 - mmaction - INFO - Epoch [48][260/1413] lr: 5.515e-01, eta: 3 days, 10:13:37, time: 0.983, data_time: 0.001, memory: 8478, top1_acc: 0.2180, top5_acc: 0.4368, loss_cls: 3.9602, loss: 3.9602, grad_norm: 0.9929 2020-10-05 02:14:44,735 - mmaction - INFO - Epoch [48][280/1413] lr: 5.515e-01, eta: 3 days, 10:13:15, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2185, top5_acc: 0.4443, loss_cls: 3.9300, loss: 3.9300, grad_norm: 0.9921 2020-10-05 02:15:04,405 - mmaction - INFO - Epoch [48][300/1413] lr: 5.515e-01, eta: 3 days, 10:12:53, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2225, top5_acc: 0.4447, loss_cls: 3.9051, loss: 3.9051, grad_norm: 0.9854 2020-10-05 02:15:24,041 - mmaction - INFO - Epoch [48][320/1413] lr: 5.515e-01, eta: 3 days, 10:12:31, time: 0.982, data_time: 0.003, memory: 8478, top1_acc: 0.2206, top5_acc: 0.4392, loss_cls: 3.9450, loss: 3.9450, grad_norm: 1.0057 2020-10-05 02:15:43,718 - mmaction - INFO - Epoch [48][340/1413] lr: 5.515e-01, eta: 3 days, 10:12:09, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2207, top5_acc: 0.4415, loss_cls: 3.9323, loss: 3.9323, grad_norm: 0.9749 2020-10-05 02:16:03,480 - mmaction - INFO - Epoch [48][360/1413] lr: 5.515e-01, eta: 3 days, 10:11:48, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2268, top5_acc: 0.4440, loss_cls: 3.8852, loss: 3.8852, grad_norm: 0.9885 2020-10-05 02:16:23,065 - mmaction - INFO - Epoch [48][380/1413] lr: 5.515e-01, eta: 3 days, 10:11:26, time: 0.980, data_time: 0.002, memory: 8478, top1_acc: 0.2181, top5_acc: 0.4367, loss_cls: 3.9388, loss: 3.9388, grad_norm: 0.9888 2020-10-05 02:16:42,696 - mmaction - INFO - Epoch [48][400/1413] lr: 5.515e-01, eta: 3 days, 10:11:04, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2216, top5_acc: 0.4509, loss_cls: 3.9194, loss: 3.9194, grad_norm: 0.9768 2020-10-05 02:17:02,423 - mmaction - INFO - Epoch [48][420/1413] lr: 5.515e-01, eta: 3 days, 10:10:42, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2195, top5_acc: 0.4482, loss_cls: 3.8848, loss: 3.8848, grad_norm: 1.0084 2020-10-05 02:17:22,074 - mmaction - INFO - Epoch [48][440/1413] lr: 5.515e-01, eta: 3 days, 10:10:20, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2249, top5_acc: 0.4427, loss_cls: 3.9521, loss: 3.9521, grad_norm: 0.9816 2020-10-05 02:17:41,783 - mmaction - INFO - Epoch [48][460/1413] lr: 5.515e-01, eta: 3 days, 10:09:58, time: 0.984, data_time: 0.001, memory: 8478, top1_acc: 0.2333, top5_acc: 0.4447, loss_cls: 3.9100, loss: 3.9100, grad_norm: 0.9836 2020-10-05 02:18:01,446 - mmaction - INFO - Epoch [48][480/1413] lr: 5.515e-01, eta: 3 days, 10:09:37, time: 0.983, data_time: 0.003, memory: 8478, top1_acc: 0.2350, top5_acc: 0.4523, loss_cls: 3.8640, loss: 3.8640, grad_norm: 1.0041 2020-10-05 02:18:21,149 - mmaction - INFO - Epoch [48][500/1413] lr: 5.515e-01, eta: 3 days, 10:09:15, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2207, top5_acc: 0.4361, loss_cls: 3.9440, loss: 3.9440, grad_norm: 0.9957 2020-10-05 02:18:40,911 - mmaction - INFO - Epoch [48][520/1413] lr: 5.515e-01, eta: 3 days, 10:08:54, time: 0.989, data_time: 0.003, memory: 8478, top1_acc: 0.2240, top5_acc: 0.4454, loss_cls: 3.8887, loss: 3.8887, grad_norm: 0.9898 2020-10-05 02:19:00,592 - mmaction - INFO - Epoch [48][540/1413] lr: 5.515e-01, eta: 3 days, 10:08:32, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2195, top5_acc: 0.4431, loss_cls: 3.9140, loss: 3.9140, grad_norm: 0.9953 2020-10-05 02:19:20,375 - mmaction - INFO - Epoch [48][560/1413] lr: 5.515e-01, eta: 3 days, 10:08:11, time: 0.989, data_time: 0.002, memory: 8478, top1_acc: 0.2232, top5_acc: 0.4474, loss_cls: 3.9160, loss: 3.9160, grad_norm: 0.9856 2020-10-05 02:19:40,051 - mmaction - INFO - Epoch [48][580/1413] lr: 5.515e-01, eta: 3 days, 10:07:49, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2279, top5_acc: 0.4508, loss_cls: 3.8614, loss: 3.8614, grad_norm: 0.9866 2020-10-05 02:19:59,752 - mmaction - INFO - Epoch [48][600/1413] lr: 5.515e-01, eta: 3 days, 10:07:27, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2207, top5_acc: 0.4370, loss_cls: 3.9470, loss: 3.9470, grad_norm: 0.9897 2020-10-05 02:20:19,470 - mmaction - INFO - Epoch [48][620/1413] lr: 5.515e-01, eta: 3 days, 10:07:06, time: 0.986, data_time: 0.001, memory: 8478, top1_acc: 0.2280, top5_acc: 0.4477, loss_cls: 3.8735, loss: 3.8735, grad_norm: 0.9970 2020-10-05 02:20:39,061 - mmaction - INFO - Epoch [48][640/1413] lr: 5.515e-01, eta: 3 days, 10:06:43, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2172, top5_acc: 0.4418, loss_cls: 3.8934, loss: 3.8934, grad_norm: 0.9941 2020-10-05 02:20:58,750 - mmaction - INFO - Epoch [48][660/1413] lr: 5.515e-01, eta: 3 days, 10:06:22, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2215, top5_acc: 0.4505, loss_cls: 3.8958, loss: 3.8958, grad_norm: 0.9960 2020-10-05 02:21:18,441 - mmaction - INFO - Epoch [48][680/1413] lr: 5.515e-01, eta: 3 days, 10:06:00, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2203, top5_acc: 0.4387, loss_cls: 3.9386, loss: 3.9386, grad_norm: 0.9983 2020-10-05 02:21:38,261 - mmaction - INFO - Epoch [48][700/1413] lr: 5.515e-01, eta: 3 days, 10:05:39, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2225, top5_acc: 0.4435, loss_cls: 3.9327, loss: 3.9327, grad_norm: 0.9886 2020-10-05 02:21:57,993 - mmaction - INFO - Epoch [48][720/1413] lr: 5.515e-01, eta: 3 days, 10:05:17, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2223, top5_acc: 0.4409, loss_cls: 3.9034, loss: 3.9034, grad_norm: 0.9881 2020-10-05 02:22:17,624 - mmaction - INFO - Epoch [48][740/1413] lr: 5.515e-01, eta: 3 days, 10:04:55, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2335, top5_acc: 0.4608, loss_cls: 3.8380, loss: 3.8380, grad_norm: 0.9927 2020-10-05 02:22:37,293 - mmaction - INFO - Epoch [48][760/1413] lr: 5.515e-01, eta: 3 days, 10:04:34, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2307, top5_acc: 0.4488, loss_cls: 3.8915, loss: 3.8915, grad_norm: 0.9944 2020-10-05 02:22:56,991 - mmaction - INFO - Epoch [48][780/1413] lr: 5.515e-01, eta: 3 days, 10:04:12, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2296, top5_acc: 0.4525, loss_cls: 3.8662, loss: 3.8662, grad_norm: 0.9926 2020-10-05 02:23:16,632 - mmaction - INFO - Epoch [48][800/1413] lr: 5.515e-01, eta: 3 days, 10:03:50, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2176, top5_acc: 0.4397, loss_cls: 3.9550, loss: 3.9550, grad_norm: 0.9930 2020-10-05 02:23:36,352 - mmaction - INFO - Epoch [48][820/1413] lr: 5.515e-01, eta: 3 days, 10:03:29, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2253, top5_acc: 0.4555, loss_cls: 3.8386, loss: 3.8386, grad_norm: 1.0016 2020-10-05 02:23:56,162 - mmaction - INFO - Epoch [48][840/1413] lr: 5.515e-01, eta: 3 days, 10:03:07, time: 0.990, data_time: 0.001, memory: 8478, top1_acc: 0.2164, top5_acc: 0.4415, loss_cls: 3.9226, loss: 3.9226, grad_norm: 0.9946 2020-10-05 02:24:15,718 - mmaction - INFO - Epoch [48][860/1413] lr: 5.515e-01, eta: 3 days, 10:02:45, time: 0.977, data_time: 0.002, memory: 8478, top1_acc: 0.2091, top5_acc: 0.4344, loss_cls: 3.9534, loss: 3.9534, grad_norm: 0.9878 2020-10-05 02:24:35,339 - mmaction - INFO - Epoch [48][880/1413] lr: 5.515e-01, eta: 3 days, 10:02:23, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2233, top5_acc: 0.4497, loss_cls: 3.9178, loss: 3.9178, grad_norm: 0.9774 2020-10-05 02:24:55,011 - mmaction - INFO - Epoch [48][900/1413] lr: 5.515e-01, eta: 3 days, 10:02:01, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2160, top5_acc: 0.4332, loss_cls: 3.9694, loss: 3.9694, grad_norm: 0.9836 2020-10-05 02:25:14,677 - mmaction - INFO - Epoch [48][920/1413] lr: 5.515e-01, eta: 3 days, 10:01:40, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2152, top5_acc: 0.4375, loss_cls: 3.9645, loss: 3.9645, grad_norm: 0.9933 2020-10-05 02:25:34,391 - mmaction - INFO - Epoch [48][940/1413] lr: 5.515e-01, eta: 3 days, 10:01:18, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2260, top5_acc: 0.4449, loss_cls: 3.9172, loss: 3.9172, grad_norm: 0.9796 2020-10-05 02:25:54,002 - mmaction - INFO - Epoch [48][960/1413] lr: 5.515e-01, eta: 3 days, 10:00:56, time: 0.981, data_time: 0.002, memory: 8478, top1_acc: 0.2184, top5_acc: 0.4418, loss_cls: 3.9312, loss: 3.9312, grad_norm: 0.9767 2020-10-05 02:26:13,701 - mmaction - INFO - Epoch [48][980/1413] lr: 5.515e-01, eta: 3 days, 10:00:34, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2155, top5_acc: 0.4371, loss_cls: 3.9455, loss: 3.9455, grad_norm: 0.9904 2020-10-05 02:26:33,369 - mmaction - INFO - Epoch [48][1000/1413] lr: 5.515e-01, eta: 3 days, 10:00:12, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2322, top5_acc: 0.4512, loss_cls: 3.8894, loss: 3.8894, grad_norm: 0.9838 2020-10-05 02:26:53,056 - mmaction - INFO - Epoch [48][1020/1413] lr: 5.515e-01, eta: 3 days, 9:59:51, time: 0.984, data_time: 0.003, memory: 8478, top1_acc: 0.2181, top5_acc: 0.4538, loss_cls: 3.9011, loss: 3.9011, grad_norm: 0.9808 2020-10-05 02:27:12,777 - mmaction - INFO - Epoch [48][1040/1413] lr: 5.515e-01, eta: 3 days, 9:59:29, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2201, top5_acc: 0.4382, loss_cls: 3.9387, loss: 3.9387, grad_norm: 0.9847 2020-10-05 02:27:32,489 - mmaction - INFO - Epoch [48][1060/1413] lr: 5.515e-01, eta: 3 days, 9:59:08, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2201, top5_acc: 0.4393, loss_cls: 3.9323, loss: 3.9323, grad_norm: 1.0011 2020-10-05 02:27:52,156 - mmaction - INFO - Epoch [48][1080/1413] lr: 5.515e-01, eta: 3 days, 9:58:46, time: 0.983, data_time: 0.002, memory: 8478, top1_acc: 0.2234, top5_acc: 0.4388, loss_cls: 3.9288, loss: 3.9288, grad_norm: 0.9790 2020-10-05 02:28:11,896 - mmaction - INFO - Epoch [48][1100/1413] lr: 5.515e-01, eta: 3 days, 9:58:24, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2154, top5_acc: 0.4327, loss_cls: 3.9605, loss: 3.9605, grad_norm: 0.9917 2020-10-05 02:28:31,598 - mmaction - INFO - Epoch [48][1120/1413] lr: 5.515e-01, eta: 3 days, 9:58:03, time: 0.985, data_time: 0.002, memory: 8478, top1_acc: 0.2178, top5_acc: 0.4436, loss_cls: 3.9175, loss: 3.9175, grad_norm: 0.9872 2020-10-05 02:28:51,238 - mmaction - INFO - Epoch [48][1140/1413] lr: 5.515e-01, eta: 3 days, 9:57:41, time: 0.982, data_time: 0.002, memory: 8478, top1_acc: 0.2237, top5_acc: 0.4408, loss_cls: 3.9261, loss: 3.9261, grad_norm: 0.9848 2020-10-05 02:29:11,042 - mmaction - INFO - Epoch [48][1160/1413] lr: 5.515e-01, eta: 3 days, 9:57:20, time: 0.991, data_time: 0.003, memory: 8478, top1_acc: 0.2158, top5_acc: 0.4434, loss_cls: 3.9279, loss: 3.9279, grad_norm: 0.9972 2020-10-05 02:29:30,848 - mmaction - INFO - Epoch [48][1180/1413] lr: 5.515e-01, eta: 3 days, 9:56:59, time: 0.990, data_time: 0.002, memory: 8478, top1_acc: 0.2199, top5_acc: 0.4444, loss_cls: 3.9366, loss: 3.9366, grad_norm: 1.0015 2020-10-05 02:29:50,527 - mmaction - INFO - Epoch [48][1200/1413] lr: 5.515e-01, eta: 3 days, 9:56:37, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2185, top5_acc: 0.4389, loss_cls: 3.9303, loss: 3.9303, grad_norm: 0.9848 2020-10-05 02:30:11,024 - mmaction - INFO - Epoch [48][1220/1413] lr: 5.515e-01, eta: 3 days, 9:56:19, time: 1.025, data_time: 0.002, memory: 8478, top1_acc: 0.2189, top5_acc: 0.4415, loss_cls: 3.9317, loss: 3.9317, grad_norm: 0.9829 2020-10-05 02:30:30,710 - mmaction - INFO - Epoch [48][1240/1413] lr: 5.515e-01, eta: 3 days, 9:55:57, time: 0.984, data_time: 0.002, memory: 8478, top1_acc: 0.2204, top5_acc: 0.4436, loss_cls: 3.9231, loss: 3.9231, grad_norm: 0.9869 2020-10-05 02:30:50,412 - mmaction - INFO - Epoch [48][1260/1413] lr: 5.515e-01, eta: 3 days, 9:55:35, time: 0.985, data_time: 0.001, memory: 8478, top1_acc: 0.2146, top5_acc: 0.4396, loss_cls: 3.9238, loss: 3.9238, grad_norm: 0.9810 2020-10-05 02:31:09,970 - mmaction - INFO - Epoch [48][1280/1413] lr: 5.515e-01, eta: 3 days, 9:55:13, time: 0.978, data_time: 0.002, memory: 8478, top1_acc: 0.2225, top5_acc: 0.4435, loss_cls: 3.9097, loss: 3.9097, grad_norm: 0.9848 2020-10-05 02:31:29,567 - mmaction - INFO - Epoch [48][1300/1413] lr: 5.515e-01, eta: 3 days, 9:54:51, time: 0.979, data_time: 0.002, memory: 8478, top1_acc: 0.2294, top5_acc: 0.4538, loss_cls: 3.8825, loss: 3.8825, grad_norm: 0.9970 2020-10-05 02:31:49,300 - mmaction - INFO - Epoch [48][1320/1413] lr: 5.515e-01, eta: 3 days, 9:54:30, time: 0.987, data_time: 0.003, memory: 8478, top1_acc: 0.2245, top5_acc: 0.4421, loss_cls: 3.9334, loss: 3.9334, grad_norm: 1.0059 2020-10-05 02:32:09,052 - mmaction - INFO - Epoch [48][1340/1413] lr: 5.515e-01, eta: 3 days, 9:54:08, time: 0.987, data_time: 0.002, memory: 8478, top1_acc: 0.2171, top5_acc: 0.4483, loss_cls: 3.8995, loss: 3.8995, grad_norm: 0.9975 2020-10-05 02:32:28,825 - mmaction - INFO - Epoch [48][1360/1413] lr: 5.515e-01, eta: 3 days, 9:53:47, time: 0.988, data_time: 0.002, memory: 8478, top1_acc: 0.2181, top5_acc: 0.4397, loss_cls: 3.9303, loss: 3.9303, grad_norm: 0.9675 2020-10-05 02:32:48,550 - mmaction - INFO - Epoch [48][1380/1413] lr: 5.515e-01, eta: 3 days, 9:53:25, time: 0.986, data_time: 0.003, memory: 8478, top1_acc: 0.2185, top5_acc: 0.4500, loss_cls: 3.8690, loss: 3.8690, grad_norm: 0.9886 2020-10-05 02:33:08,261 - mmaction - INFO - Epoch [48][1400/1413] lr: 5.515e-01, eta: 3 days, 9:53:04, time: 0.986, data_time: 0.002, memory: 8478, top1_acc: 0.2249, top5_acc: 0.4392, loss_cls: 3.9081, loss: 3.9081, grad_norm: 0.9800 2020-10-05 02:33:21,440 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-10-05 02:34:44,124 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-05 02:34:46,672 - mmaction - INFO - top1_acc 0.1979 top5_acc 0.4226 2020-10-05 02:34:46,673 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-05 02:34:46,793 - mmaction - INFO - mean_acc 0.1976 2020-10-05 02:34:46,809 - mmaction - INFO - Epoch(val) [48][1413] top1_acc: 0.1979, top5_acc: 0.4226, mean_class_accuracy: 0.1976 2020-10-06 12:21:55,369 - mmaction - INFO - Epoch [49][20/1413] lr: 5.494e-01, eta: 9 days, 4:36:35, time: 2.702, data_time: 1.269, memory: 8482, top1_acc: 0.2273, top5_acc: 0.4469, loss_cls: 3.8951, loss: 3.8951, grad_norm: 1.0073 2020-10-06 12:22:14,892 - mmaction - INFO - Epoch [49][40/1413] lr: 5.494e-01, eta: 6 days, 6:05:52, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2264, top5_acc: 0.4374, loss_cls: 3.9067, loss: 3.9067, grad_norm: 0.9804 2020-10-06 12:22:34,440 - mmaction - INFO - Epoch [49][60/1413] lr: 5.494e-01, eta: 5 days, 6:39:53, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2229, top5_acc: 0.4508, loss_cls: 3.8830, loss: 3.8830, grad_norm: 0.9887 2020-10-06 12:22:54,133 - mmaction - INFO - Epoch [49][80/1413] lr: 5.494e-01, eta: 4 days, 19:03:56, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2271, top5_acc: 0.4578, loss_cls: 3.8463, loss: 3.8463, grad_norm: 0.9896 2020-10-06 12:23:13,870 - mmaction - INFO - Epoch [49][100/1413] lr: 5.494e-01, eta: 4 days, 12:09:18, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.2234, top5_acc: 0.4493, loss_cls: 3.9095, loss: 3.9095, grad_norm: 0.9971 2020-10-06 12:23:33,779 - mmaction - INFO - Epoch [49][120/1413] lr: 5.494e-01, eta: 4 days, 7:40:35, time: 0.997, data_time: 0.003, memory: 8482, top1_acc: 0.2139, top5_acc: 0.4408, loss_cls: 3.9400, loss: 3.9400, grad_norm: 0.9961 2020-10-06 12:23:53,664 - mmaction - INFO - Epoch [49][140/1413] lr: 5.494e-01, eta: 4 days, 4:26:49, time: 0.994, data_time: 0.002, memory: 8482, top1_acc: 0.2247, top5_acc: 0.4448, loss_cls: 3.9205, loss: 3.9205, grad_norm: 0.9944 2020-10-06 12:24:13,576 - mmaction - INFO - Epoch [49][160/1413] lr: 5.494e-01, eta: 4 days, 2:02:35, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2268, top5_acc: 0.4488, loss_cls: 3.9071, loss: 3.9071, grad_norm: 0.9796 2020-10-06 12:24:33,457 - mmaction - INFO - Epoch [49][180/1413] lr: 5.494e-01, eta: 4 days, 0:09:26, time: 0.994, data_time: 0.001, memory: 8482, top1_acc: 0.2184, top5_acc: 0.4362, loss_cls: 3.9362, loss: 3.9362, grad_norm: 0.9995 2020-10-06 12:24:53,300 - mmaction - INFO - Epoch [49][200/1413] lr: 5.494e-01, eta: 3 days, 22:37:47, time: 0.992, data_time: 0.001, memory: 8482, top1_acc: 0.2232, top5_acc: 0.4518, loss_cls: 3.8642, loss: 3.8642, grad_norm: 0.9899 2020-10-06 12:25:13,260 - mmaction - INFO - Epoch [49][220/1413] lr: 5.494e-01, eta: 3 days, 21:25:17, time: 0.998, data_time: 0.001, memory: 8482, top1_acc: 0.2280, top5_acc: 0.4531, loss_cls: 3.8759, loss: 3.8759, grad_norm: 0.9902 2020-10-06 12:25:33,188 - mmaction - INFO - Epoch [49][240/1413] lr: 5.494e-01, eta: 3 days, 20:23:35, time: 0.995, data_time: 0.001, memory: 8482, top1_acc: 0.2225, top5_acc: 0.4458, loss_cls: 3.9049, loss: 3.9049, grad_norm: 0.9988 2020-10-06 12:25:53,264 - mmaction - INFO - Epoch [49][260/1413] lr: 5.494e-01, eta: 3 days, 19:35:08, time: 1.005, data_time: 0.003, memory: 8482, top1_acc: 0.2168, top5_acc: 0.4462, loss_cls: 3.9329, loss: 3.9329, grad_norm: 0.9995 2020-10-06 12:26:13,075 - mmaction - INFO - Epoch [49][280/1413] lr: 5.494e-01, eta: 3 days, 18:48:37, time: 0.991, data_time: 0.002, memory: 8482, top1_acc: 0.2298, top5_acc: 0.4604, loss_cls: 3.8368, loss: 3.8368, grad_norm: 0.9995 2020-10-06 12:26:33,040 - mmaction - INFO - Epoch [49][300/1413] lr: 5.494e-01, eta: 3 days, 18:10:26, time: 0.997, data_time: 0.001, memory: 8482, top1_acc: 0.2215, top5_acc: 0.4427, loss_cls: 3.9209, loss: 3.9209, grad_norm: 0.9831 2020-10-06 12:26:52,903 - mmaction - INFO - Epoch [49][320/1413] lr: 5.494e-01, eta: 3 days, 17:35:15, time: 0.992, data_time: 0.002, memory: 8482, top1_acc: 0.2177, top5_acc: 0.4385, loss_cls: 3.9166, loss: 3.9166, grad_norm: 1.0096 2020-10-06 12:27:12,876 - mmaction - INFO - Epoch [49][340/1413] lr: 5.494e-01, eta: 3 days, 17:06:22, time: 0.999, data_time: 0.003, memory: 8482, top1_acc: 0.2220, top5_acc: 0.4414, loss_cls: 3.9292, loss: 3.9292, grad_norm: 0.9892 2020-10-06 12:27:32,749 - mmaction - INFO - Epoch [49][360/1413] lr: 5.494e-01, eta: 3 days, 16:39:04, time: 0.994, data_time: 0.003, memory: 8482, top1_acc: 0.2307, top5_acc: 0.4544, loss_cls: 3.8610, loss: 3.8610, grad_norm: 0.9849 2020-10-06 12:27:52,718 - mmaction - INFO - Epoch [49][380/1413] lr: 5.494e-01, eta: 3 days, 16:15:55, time: 0.999, data_time: 0.003, memory: 8482, top1_acc: 0.2313, top5_acc: 0.4543, loss_cls: 3.8592, loss: 3.8592, grad_norm: 1.0038 2020-10-06 12:28:12,657 - mmaction - INFO - Epoch [49][400/1413] lr: 5.494e-01, eta: 3 days, 15:54:34, time: 0.997, data_time: 0.003, memory: 8482, top1_acc: 0.2207, top5_acc: 0.4521, loss_cls: 3.9015, loss: 3.9015, grad_norm: 1.0078 2020-10-06 12:28:32,612 - mmaction - INFO - Epoch [49][420/1413] lr: 5.494e-01, eta: 3 days, 15:35:25, time: 0.998, data_time: 0.003, memory: 8482, top1_acc: 0.2232, top5_acc: 0.4404, loss_cls: 3.8876, loss: 3.8876, grad_norm: 0.9802 2020-10-06 12:28:52,434 - mmaction - INFO - Epoch [49][440/1413] lr: 5.494e-01, eta: 3 days, 15:16:49, time: 0.992, data_time: 0.003, memory: 8482, top1_acc: 0.2168, top5_acc: 0.4397, loss_cls: 3.9418, loss: 3.9418, grad_norm: 0.9931 2020-10-06 12:29:12,205 - mmaction - INFO - Epoch [49][460/1413] lr: 5.494e-01, eta: 3 days, 14:58:52, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2193, top5_acc: 0.4445, loss_cls: 3.9230, loss: 3.9230, grad_norm: 1.0023 2020-10-06 12:29:32,153 - mmaction - INFO - Epoch [49][480/1413] lr: 5.494e-01, eta: 3 days, 14:44:27, time: 0.998, data_time: 0.003, memory: 8482, top1_acc: 0.2202, top5_acc: 0.4398, loss_cls: 3.9358, loss: 3.9358, grad_norm: 0.9897 2020-10-06 12:29:52,238 - mmaction - INFO - Epoch [49][500/1413] lr: 5.494e-01, eta: 3 days, 14:32:15, time: 1.004, data_time: 0.002, memory: 8482, top1_acc: 0.2277, top5_acc: 0.4470, loss_cls: 3.8771, loss: 3.8771, grad_norm: 0.9824 2020-10-06 12:30:11,221 - mmaction - INFO - Epoch [49][520/1413] lr: 5.494e-01, eta: 3 days, 14:10:32, time: 0.948, data_time: 0.002, memory: 8482, top1_acc: 0.2137, top5_acc: 0.4409, loss_cls: 3.9705, loss: 3.9705, grad_norm: 0.9856 2020-10-06 12:30:31,184 - mmaction - INFO - Epoch [49][540/1413] lr: 5.494e-01, eta: 3 days, 13:59:37, time: 0.999, data_time: 0.003, memory: 8482, top1_acc: 0.2283, top5_acc: 0.4435, loss_cls: 3.9064, loss: 3.9064, grad_norm: 0.9798 2020-10-06 12:30:51,090 - mmaction - INFO - Epoch [49][560/1413] lr: 5.494e-01, eta: 3 days, 13:48:50, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2270, top5_acc: 0.4491, loss_cls: 3.8879, loss: 3.8879, grad_norm: 1.0089 2020-10-06 12:31:10,998 - mmaction - INFO - Epoch [49][580/1413] lr: 5.494e-01, eta: 3 days, 13:38:54, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2206, top5_acc: 0.4376, loss_cls: 3.9409, loss: 3.9409, grad_norm: 1.0033 2020-10-06 12:31:30,931 - mmaction - INFO - Epoch [49][600/1413] lr: 5.494e-01, eta: 3 days, 13:29:26, time: 0.995, data_time: 0.001, memory: 8482, top1_acc: 0.2258, top5_acc: 0.4522, loss_cls: 3.8831, loss: 3.8831, grad_norm: 0.9687 2020-10-06 12:31:50,867 - mmaction - INFO - Epoch [49][620/1413] lr: 5.494e-01, eta: 3 days, 13:20:46, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2238, top5_acc: 0.4462, loss_cls: 3.9220, loss: 3.9220, grad_norm: 0.9768 2020-10-06 12:32:10,723 - mmaction - INFO - Epoch [49][640/1413] lr: 5.494e-01, eta: 3 days, 13:12:09, time: 0.994, data_time: 0.003, memory: 8482, top1_acc: 0.2247, top5_acc: 0.4393, loss_cls: 3.9088, loss: 3.9088, grad_norm: 0.9954 2020-10-06 12:32:30,554 - mmaction - INFO - Epoch [49][660/1413] lr: 5.494e-01, eta: 3 days, 13:03:41, time: 0.991, data_time: 0.002, memory: 8482, top1_acc: 0.2202, top5_acc: 0.4363, loss_cls: 3.9260, loss: 3.9260, grad_norm: 0.9855 2020-10-06 12:32:50,405 - mmaction - INFO - Epoch [49][680/1413] lr: 5.494e-01, eta: 3 days, 12:55:57, time: 0.993, data_time: 0.003, memory: 8482, top1_acc: 0.2201, top5_acc: 0.4368, loss_cls: 3.9276, loss: 3.9276, grad_norm: 0.9813 2020-10-06 12:33:10,334 - mmaction - INFO - Epoch [49][700/1413] lr: 5.494e-01, eta: 3 days, 12:49:14, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2277, top5_acc: 0.4460, loss_cls: 3.9140, loss: 3.9140, grad_norm: 1.0026 2020-10-06 12:33:30,298 - mmaction - INFO - Epoch [49][720/1413] lr: 5.494e-01, eta: 3 days, 12:42:53, time: 0.997, data_time: 0.001, memory: 8482, top1_acc: 0.2271, top5_acc: 0.4492, loss_cls: 3.9043, loss: 3.9043, grad_norm: 0.9834 2020-10-06 12:33:50,095 - mmaction - INFO - Epoch [49][740/1413] lr: 5.494e-01, eta: 3 days, 12:35:57, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.2288, top5_acc: 0.4486, loss_cls: 3.8880, loss: 3.8880, grad_norm: 0.9803 2020-10-06 12:34:09,989 - mmaction - INFO - Epoch [49][760/1413] lr: 5.494e-01, eta: 3 days, 12:29:51, time: 0.994, data_time: 0.002, memory: 8482, top1_acc: 0.2195, top5_acc: 0.4431, loss_cls: 3.9153, loss: 3.9153, grad_norm: 0.9895 2020-10-06 12:34:29,874 - mmaction - INFO - Epoch [49][780/1413] lr: 5.494e-01, eta: 3 days, 12:24:12, time: 0.995, data_time: 0.003, memory: 8482, top1_acc: 0.2176, top5_acc: 0.4378, loss_cls: 3.9421, loss: 3.9421, grad_norm: 0.9912 2020-10-06 12:34:49,788 - mmaction - INFO - Epoch [49][800/1413] lr: 5.494e-01, eta: 3 days, 12:18:36, time: 0.994, data_time: 0.001, memory: 8482, top1_acc: 0.2329, top5_acc: 0.4421, loss_cls: 3.9066, loss: 3.9066, grad_norm: 0.9821 2020-10-06 12:35:09,677 - mmaction - INFO - Epoch [49][820/1413] lr: 5.494e-01, eta: 3 days, 12:13:34, time: 0.996, data_time: 0.004, memory: 8482, top1_acc: 0.2203, top5_acc: 0.4461, loss_cls: 3.8983, loss: 3.8983, grad_norm: 1.0023 2020-10-06 12:35:29,621 - mmaction - INFO - Epoch [49][840/1413] lr: 5.494e-01, eta: 3 days, 12:08:40, time: 0.995, data_time: 0.002, memory: 8482, top1_acc: 0.2189, top5_acc: 0.4370, loss_cls: 3.9444, loss: 3.9444, grad_norm: 0.9929 2020-10-06 12:35:49,537 - mmaction - INFO - Epoch [49][860/1413] lr: 5.494e-01, eta: 3 days, 12:04:09, time: 0.997, data_time: 0.003, memory: 8482, top1_acc: 0.2109, top5_acc: 0.4365, loss_cls: 3.9556, loss: 3.9556, grad_norm: 0.9949 2020-10-06 12:36:09,476 - mmaction - INFO - Epoch [49][880/1413] lr: 5.494e-01, eta: 3 days, 11:59:55, time: 0.998, data_time: 0.003, memory: 8482, top1_acc: 0.2156, top5_acc: 0.4408, loss_cls: 3.9248, loss: 3.9248, grad_norm: 0.9828 2020-10-06 12:36:29,399 - mmaction - INFO - Epoch [49][900/1413] lr: 5.494e-01, eta: 3 days, 11:55:34, time: 0.995, data_time: 0.002, memory: 8482, top1_acc: 0.2193, top5_acc: 0.4294, loss_cls: 3.9623, loss: 3.9623, grad_norm: 0.9862 2020-10-06 12:36:49,208 - mmaction - INFO - Epoch [49][920/1413] lr: 5.494e-01, eta: 3 days, 11:51:00, time: 0.991, data_time: 0.002, memory: 8482, top1_acc: 0.2145, top5_acc: 0.4362, loss_cls: 3.9600, loss: 3.9600, grad_norm: 0.9868 2020-10-06 12:37:09,125 - mmaction - INFO - Epoch [49][940/1413] lr: 5.494e-01, eta: 3 days, 11:47:01, time: 0.995, data_time: 0.002, memory: 8482, top1_acc: 0.2203, top5_acc: 0.4457, loss_cls: 3.9026, loss: 3.9026, grad_norm: 0.9786 2020-10-06 12:37:29,100 - mmaction - INFO - Epoch [49][960/1413] lr: 5.494e-01, eta: 3 days, 11:43:31, time: 0.999, data_time: 0.003, memory: 8482, top1_acc: 0.2191, top5_acc: 0.4443, loss_cls: 3.9169, loss: 3.9169, grad_norm: 0.9868 2020-10-06 12:37:49,055 - mmaction - INFO - Epoch [49][980/1413] lr: 5.494e-01, eta: 3 days, 11:40:03, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2156, top5_acc: 0.4388, loss_cls: 3.9517, loss: 3.9517, grad_norm: 1.0018 2020-10-06 12:38:08,989 - mmaction - INFO - Epoch [49][1000/1413] lr: 5.494e-01, eta: 3 days, 11:36:46, time: 0.998, data_time: 0.003, memory: 8482, top1_acc: 0.2173, top5_acc: 0.4342, loss_cls: 3.9573, loss: 3.9573, grad_norm: 0.9940 2020-10-06 12:38:28,929 - mmaction - INFO - Epoch [49][1020/1413] lr: 5.494e-01, eta: 3 days, 11:33:26, time: 0.996, data_time: 0.001, memory: 8482, top1_acc: 0.2221, top5_acc: 0.4464, loss_cls: 3.8962, loss: 3.8962, grad_norm: 0.9871 2020-10-06 12:38:48,930 - mmaction - INFO - Epoch [49][1040/1413] lr: 5.494e-01, eta: 3 days, 11:30:32, time: 1.000, data_time: 0.002, memory: 8482, top1_acc: 0.2206, top5_acc: 0.4437, loss_cls: 3.9135, loss: 3.9135, grad_norm: 0.9786 2020-10-06 12:39:08,915 - mmaction - INFO - Epoch [49][1060/1413] lr: 5.494e-01, eta: 3 days, 11:27:41, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2246, top5_acc: 0.4503, loss_cls: 3.9135, loss: 3.9135, grad_norm: 0.9902 2020-10-06 12:39:28,888 - mmaction - INFO - Epoch [49][1080/1413] lr: 5.494e-01, eta: 3 days, 11:24:47, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2206, top5_acc: 0.4405, loss_cls: 3.8985, loss: 3.8985, grad_norm: 0.9792 2020-10-06 12:39:48,870 - mmaction - INFO - Epoch [49][1100/1413] lr: 5.494e-01, eta: 3 days, 11:22:17, time: 1.001, data_time: 0.003, memory: 8482, top1_acc: 0.2305, top5_acc: 0.4560, loss_cls: 3.8925, loss: 3.8925, grad_norm: 0.9836 2020-10-06 12:40:08,883 - mmaction - INFO - Epoch [49][1120/1413] lr: 5.494e-01, eta: 3 days, 11:19:38, time: 0.999, data_time: 0.001, memory: 8482, top1_acc: 0.2112, top5_acc: 0.4348, loss_cls: 3.9755, loss: 3.9755, grad_norm: 0.9865 2020-10-06 12:40:28,727 - mmaction - INFO - Epoch [49][1140/1413] lr: 5.494e-01, eta: 3 days, 11:16:38, time: 0.993, data_time: 0.003, memory: 8482, top1_acc: 0.2203, top5_acc: 0.4440, loss_cls: 3.8939, loss: 3.8939, grad_norm: 0.9803 2020-10-06 12:40:48,675 - mmaction - INFO - Epoch [49][1160/1413] lr: 5.494e-01, eta: 3 days, 11:14:02, time: 0.997, data_time: 0.001, memory: 8482, top1_acc: 0.2207, top5_acc: 0.4376, loss_cls: 3.9403, loss: 3.9403, grad_norm: 0.9849 2020-10-06 12:41:08,597 - mmaction - INFO - Epoch [49][1180/1413] lr: 5.494e-01, eta: 3 days, 11:11:28, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2203, top5_acc: 0.4392, loss_cls: 3.9337, loss: 3.9337, grad_norm: 0.9878 2020-10-06 12:41:28,660 - mmaction - INFO - Epoch [49][1200/1413] lr: 5.494e-01, eta: 3 days, 11:09:28, time: 1.003, data_time: 0.002, memory: 8482, top1_acc: 0.2181, top5_acc: 0.4410, loss_cls: 3.9275, loss: 3.9275, grad_norm: 0.9856 2020-10-06 12:41:48,592 - mmaction - INFO - Epoch [49][1220/1413] lr: 5.494e-01, eta: 3 days, 11:06:58, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2271, top5_acc: 0.4482, loss_cls: 3.9189, loss: 3.9189, grad_norm: 1.0038 2020-10-06 12:42:08,449 - mmaction - INFO - Epoch [49][1240/1413] lr: 5.494e-01, eta: 3 days, 11:04:25, time: 0.994, data_time: 0.003, memory: 8482, top1_acc: 0.2251, top5_acc: 0.4424, loss_cls: 3.9107, loss: 3.9107, grad_norm: 0.9723 2020-10-06 12:42:28,288 - mmaction - INFO - Epoch [49][1260/1413] lr: 5.494e-01, eta: 3 days, 11:01:41, time: 0.991, data_time: 0.001, memory: 8482, top1_acc: 0.2352, top5_acc: 0.4570, loss_cls: 3.8683, loss: 3.8683, grad_norm: 1.0021 2020-10-06 12:42:48,167 - mmaction - INFO - Epoch [49][1280/1413] lr: 5.494e-01, eta: 3 days, 10:59:11, time: 0.993, data_time: 0.003, memory: 8482, top1_acc: 0.2139, top5_acc: 0.4408, loss_cls: 3.9724, loss: 3.9724, grad_norm: 0.9905 2020-10-06 12:43:08,034 - mmaction - INFO - Epoch [49][1300/1413] lr: 5.494e-01, eta: 3 days, 10:56:46, time: 0.993, data_time: 0.003, memory: 8482, top1_acc: 0.2267, top5_acc: 0.4517, loss_cls: 3.9060, loss: 3.9060, grad_norm: 1.0013 2020-10-06 12:43:28,043 - mmaction - INFO - Epoch [49][1320/1413] lr: 5.494e-01, eta: 3 days, 10:55:01, time: 1.001, data_time: 0.004, memory: 8482, top1_acc: 0.2227, top5_acc: 0.4408, loss_cls: 3.9277, loss: 3.9277, grad_norm: 0.9686 2020-10-06 12:43:48,015 - mmaction - INFO - Epoch [49][1340/1413] lr: 5.494e-01, eta: 3 days, 10:53:06, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2172, top5_acc: 0.4361, loss_cls: 3.9070, loss: 3.9070, grad_norm: 0.9971 2020-10-06 12:44:07,958 - mmaction - INFO - Epoch [49][1360/1413] lr: 5.494e-01, eta: 3 days, 10:51:07, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2236, top5_acc: 0.4457, loss_cls: 3.9064, loss: 3.9064, grad_norm: 0.9803 2020-10-06 12:44:27,842 - mmaction - INFO - Epoch [49][1380/1413] lr: 5.494e-01, eta: 3 days, 10:48:56, time: 0.993, data_time: 0.002, memory: 8482, top1_acc: 0.2221, top5_acc: 0.4440, loss_cls: 3.9346, loss: 3.9346, grad_norm: 0.9942 2020-10-06 12:44:47,779 - mmaction - INFO - Epoch [49][1400/1413] lr: 5.494e-01, eta: 3 days, 10:47:03, time: 0.997, data_time: 0.003, memory: 8482, top1_acc: 0.2172, top5_acc: 0.4342, loss_cls: 3.9296, loss: 3.9296, grad_norm: 0.9904 2020-10-06 12:45:52,918 - mmaction - INFO - Epoch [50][20/1413] lr: 5.474e-01, eta: 3 days, 11:47:50, time: 2.583, data_time: 1.333, memory: 8482, top1_acc: 0.2249, top5_acc: 0.4388, loss_cls: 3.8870, loss: 3.8870, grad_norm: 0.9866 2020-10-06 12:46:12,638 - mmaction - INFO - Epoch [50][40/1413] lr: 5.474e-01, eta: 3 days, 11:44:25, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2258, top5_acc: 0.4514, loss_cls: 3.8832, loss: 3.8832, grad_norm: 0.9874 2020-10-06 12:46:32,464 - mmaction - INFO - Epoch [50][60/1413] lr: 5.474e-01, eta: 3 days, 11:41:27, time: 0.991, data_time: 0.002, memory: 8482, top1_acc: 0.2281, top5_acc: 0.4552, loss_cls: 3.8386, loss: 3.8386, grad_norm: 1.0073 2020-10-06 12:46:52,344 - mmaction - INFO - Epoch [50][80/1413] lr: 5.474e-01, eta: 3 days, 11:38:43, time: 0.994, data_time: 0.002, memory: 8482, top1_acc: 0.2270, top5_acc: 0.4418, loss_cls: 3.9033, loss: 3.9033, grad_norm: 0.9851 2020-10-06 12:47:12,261 - mmaction - INFO - Epoch [50][100/1413] lr: 5.474e-01, eta: 3 days, 11:36:11, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2272, top5_acc: 0.4491, loss_cls: 3.8917, loss: 3.8917, grad_norm: 0.9837 2020-10-06 12:47:32,201 - mmaction - INFO - Epoch [50][120/1413] lr: 5.474e-01, eta: 3 days, 11:33:46, time: 0.997, data_time: 0.003, memory: 8482, top1_acc: 0.2224, top5_acc: 0.4437, loss_cls: 3.9198, loss: 3.9198, grad_norm: 0.9849 2020-10-06 12:47:52,148 - mmaction - INFO - Epoch [50][140/1413] lr: 5.474e-01, eta: 3 days, 11:31:23, time: 0.997, data_time: 0.003, memory: 8482, top1_acc: 0.2215, top5_acc: 0.4443, loss_cls: 3.8952, loss: 3.8952, grad_norm: 0.9998 2020-10-06 12:48:12,169 - mmaction - INFO - Epoch [50][160/1413] lr: 5.474e-01, eta: 3 days, 11:29:26, time: 1.002, data_time: 0.004, memory: 8482, top1_acc: 0.2272, top5_acc: 0.4483, loss_cls: 3.8934, loss: 3.8934, grad_norm: 0.9889 2020-10-06 12:48:32,268 - mmaction - INFO - Epoch [50][180/1413] lr: 5.474e-01, eta: 3 days, 11:27:39, time: 1.005, data_time: 0.002, memory: 8482, top1_acc: 0.2283, top5_acc: 0.4526, loss_cls: 3.8946, loss: 3.8946, grad_norm: 0.9926 2020-10-06 12:48:52,168 - mmaction - INFO - Epoch [50][200/1413] lr: 5.474e-01, eta: 3 days, 11:25:23, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2164, top5_acc: 0.4389, loss_cls: 3.9377, loss: 3.9377, grad_norm: 0.9972 2020-10-06 12:49:12,080 - mmaction - INFO - Epoch [50][220/1413] lr: 5.474e-01, eta: 3 days, 11:23:03, time: 0.994, data_time: 0.002, memory: 8482, top1_acc: 0.2165, top5_acc: 0.4411, loss_cls: 3.9379, loss: 3.9379, grad_norm: 0.9975 2020-10-06 12:49:31,960 - mmaction - INFO - Epoch [50][240/1413] lr: 5.474e-01, eta: 3 days, 11:20:51, time: 0.996, data_time: 0.003, memory: 8482, top1_acc: 0.2215, top5_acc: 0.4396, loss_cls: 3.9340, loss: 3.9340, grad_norm: 0.9800 2020-10-06 12:49:52,024 - mmaction - INFO - Epoch [50][260/1413] lr: 5.474e-01, eta: 3 days, 11:19:08, time: 1.003, data_time: 0.001, memory: 8482, top1_acc: 0.2243, top5_acc: 0.4555, loss_cls: 3.8582, loss: 3.8582, grad_norm: 0.9860 2020-10-06 12:50:11,851 - mmaction - INFO - Epoch [50][280/1413] lr: 5.474e-01, eta: 3 days, 11:16:45, time: 0.991, data_time: 0.002, memory: 8482, top1_acc: 0.2280, top5_acc: 0.4510, loss_cls: 3.8749, loss: 3.8749, grad_norm: 1.0010 2020-10-06 12:50:31,908 - mmaction - INFO - Epoch [50][300/1413] lr: 5.474e-01, eta: 3 days, 11:15:06, time: 1.003, data_time: 0.002, memory: 8482, top1_acc: 0.2316, top5_acc: 0.4510, loss_cls: 3.8646, loss: 3.8646, grad_norm: 0.9980 2020-10-06 12:50:51,787 - mmaction - INFO - Epoch [50][320/1413] lr: 5.474e-01, eta: 3 days, 11:12:59, time: 0.994, data_time: 0.001, memory: 8482, top1_acc: 0.2271, top5_acc: 0.4497, loss_cls: 3.8989, loss: 3.8989, grad_norm: 1.0057 2020-10-06 12:51:11,697 - mmaction - INFO - Epoch [50][340/1413] lr: 5.474e-01, eta: 3 days, 11:11:00, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2161, top5_acc: 0.4354, loss_cls: 3.9304, loss: 3.9304, grad_norm: 0.9753 2020-10-06 12:51:31,649 - mmaction - INFO - Epoch [50][360/1413] lr: 5.474e-01, eta: 3 days, 11:09:06, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2277, top5_acc: 0.4522, loss_cls: 3.8620, loss: 3.8620, grad_norm: 0.9869 2020-10-06 12:51:51,587 - mmaction - INFO - Epoch [50][380/1413] lr: 5.474e-01, eta: 3 days, 11:07:14, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2229, top5_acc: 0.4582, loss_cls: 3.8606, loss: 3.8606, grad_norm: 1.0056 2020-10-06 12:52:11,584 - mmaction - INFO - Epoch [50][400/1413] lr: 5.474e-01, eta: 3 days, 11:05:34, time: 1.000, data_time: 0.003, memory: 8482, top1_acc: 0.2253, top5_acc: 0.4421, loss_cls: 3.9249, loss: 3.9249, grad_norm: 0.9915 2020-10-06 12:52:31,455 - mmaction - INFO - Epoch [50][420/1413] lr: 5.474e-01, eta: 3 days, 11:03:38, time: 0.994, data_time: 0.003, memory: 8482, top1_acc: 0.2281, top5_acc: 0.4500, loss_cls: 3.8731, loss: 3.8731, grad_norm: 0.9978 2020-10-06 12:52:51,383 - mmaction - INFO - Epoch [50][440/1413] lr: 5.474e-01, eta: 3 days, 11:01:54, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2259, top5_acc: 0.4453, loss_cls: 3.9053, loss: 3.9053, grad_norm: 0.9923 2020-10-06 12:53:11,320 - mmaction - INFO - Epoch [50][460/1413] lr: 5.474e-01, eta: 3 days, 11:00:09, time: 0.996, data_time: 0.001, memory: 8482, top1_acc: 0.2284, top5_acc: 0.4497, loss_cls: 3.8723, loss: 3.8723, grad_norm: 1.0086 2020-10-06 12:53:31,271 - mmaction - INFO - Epoch [50][480/1413] lr: 5.474e-01, eta: 3 days, 10:58:28, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2195, top5_acc: 0.4445, loss_cls: 3.9242, loss: 3.9242, grad_norm: 0.9963 2020-10-06 12:53:51,161 - mmaction - INFO - Epoch [50][500/1413] lr: 5.474e-01, eta: 3 days, 10:56:41, time: 0.995, data_time: 0.002, memory: 8482, top1_acc: 0.2268, top5_acc: 0.4513, loss_cls: 3.8564, loss: 3.8564, grad_norm: 1.0111 2020-10-06 12:54:11,069 - mmaction - INFO - Epoch [50][520/1413] lr: 5.474e-01, eta: 3 days, 10:54:57, time: 0.995, data_time: 0.002, memory: 8482, top1_acc: 0.2173, top5_acc: 0.4441, loss_cls: 3.9359, loss: 3.9359, grad_norm: 0.9920 2020-10-06 12:54:31,119 - mmaction - INFO - Epoch [50][540/1413] lr: 5.474e-01, eta: 3 days, 10:53:41, time: 1.004, data_time: 0.003, memory: 8482, top1_acc: 0.2132, top5_acc: 0.4383, loss_cls: 3.9635, loss: 3.9635, grad_norm: 0.9872 2020-10-06 12:54:51,010 - mmaction - INFO - Epoch [50][560/1413] lr: 5.474e-01, eta: 3 days, 10:51:56, time: 0.994, data_time: 0.001, memory: 8482, top1_acc: 0.2214, top5_acc: 0.4436, loss_cls: 3.9342, loss: 3.9342, grad_norm: 0.9975 2020-10-06 12:55:10,911 - mmaction - INFO - Epoch [50][580/1413] lr: 5.474e-01, eta: 3 days, 10:50:18, time: 0.995, data_time: 0.002, memory: 8482, top1_acc: 0.2311, top5_acc: 0.4487, loss_cls: 3.8727, loss: 3.8727, grad_norm: 0.9901 2020-10-06 12:55:30,847 - mmaction - INFO - Epoch [50][600/1413] lr: 5.474e-01, eta: 3 days, 10:48:44, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2133, top5_acc: 0.4328, loss_cls: 3.9439, loss: 3.9439, grad_norm: 0.9991 2020-10-06 12:55:50,796 - mmaction - INFO - Epoch [50][620/1413] lr: 5.474e-01, eta: 3 days, 10:47:14, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2203, top5_acc: 0.4402, loss_cls: 3.9129, loss: 3.9129, grad_norm: 0.9800 2020-10-06 12:56:10,744 - mmaction - INFO - Epoch [50][640/1413] lr: 5.474e-01, eta: 3 days, 10:45:50, time: 0.999, data_time: 0.003, memory: 8482, top1_acc: 0.2280, top5_acc: 0.4521, loss_cls: 3.8666, loss: 3.8666, grad_norm: 0.9761 2020-10-06 12:56:30,616 - mmaction - INFO - Epoch [50][660/1413] lr: 5.474e-01, eta: 3 days, 10:44:10, time: 0.993, data_time: 0.001, memory: 8482, top1_acc: 0.2266, top5_acc: 0.4428, loss_cls: 3.9333, loss: 3.9333, grad_norm: 0.9961 2020-10-06 12:56:50,446 - mmaction - INFO - Epoch [50][680/1413] lr: 5.474e-01, eta: 3 days, 10:42:32, time: 0.993, data_time: 0.002, memory: 8482, top1_acc: 0.2185, top5_acc: 0.4493, loss_cls: 3.9307, loss: 3.9307, grad_norm: 0.9824 2020-10-06 12:57:10,371 - mmaction - INFO - Epoch [50][700/1413] lr: 5.474e-01, eta: 3 days, 10:41:05, time: 0.996, data_time: 0.001, memory: 8482, top1_acc: 0.2236, top5_acc: 0.4418, loss_cls: 3.8817, loss: 3.8817, grad_norm: 0.9905 2020-10-06 12:57:30,356 - mmaction - INFO - Epoch [50][720/1413] lr: 5.474e-01, eta: 3 days, 10:39:43, time: 0.998, data_time: 0.001, memory: 8482, top1_acc: 0.2237, top5_acc: 0.4568, loss_cls: 3.8791, loss: 3.8791, grad_norm: 0.9877 2020-10-06 12:57:50,328 - mmaction - INFO - Epoch [50][740/1413] lr: 5.474e-01, eta: 3 days, 10:38:26, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2232, top5_acc: 0.4435, loss_cls: 3.8916, loss: 3.8916, grad_norm: 1.0094 2020-10-06 12:58:10,279 - mmaction - INFO - Epoch [50][760/1413] lr: 5.474e-01, eta: 3 days, 10:37:06, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2154, top5_acc: 0.4371, loss_cls: 3.9362, loss: 3.9362, grad_norm: 0.9732 2020-10-06 12:58:30,193 - mmaction - INFO - Epoch [50][780/1413] lr: 5.474e-01, eta: 3 days, 10:35:44, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2284, top5_acc: 0.4461, loss_cls: 3.8787, loss: 3.8787, grad_norm: 1.0053 2020-10-06 12:58:50,151 - mmaction - INFO - Epoch [50][800/1413] lr: 5.474e-01, eta: 3 days, 10:34:21, time: 0.996, data_time: 0.001, memory: 8482, top1_acc: 0.2190, top5_acc: 0.4352, loss_cls: 3.9439, loss: 3.9439, grad_norm: 0.9857 2020-10-06 12:59:10,268 - mmaction - INFO - Epoch [50][820/1413] lr: 5.474e-01, eta: 3 days, 10:33:29, time: 1.007, data_time: 0.004, memory: 8482, top1_acc: 0.2206, top5_acc: 0.4487, loss_cls: 3.9025, loss: 3.9025, grad_norm: 0.9854 2020-10-06 12:59:30,164 - mmaction - INFO - Epoch [50][840/1413] lr: 5.474e-01, eta: 3 days, 10:32:09, time: 0.996, data_time: 0.003, memory: 8482, top1_acc: 0.2217, top5_acc: 0.4471, loss_cls: 3.8987, loss: 3.8987, grad_norm: 0.9832 2020-10-06 12:59:50,086 - mmaction - INFO - Epoch [50][860/1413] lr: 5.474e-01, eta: 3 days, 10:30:45, time: 0.994, data_time: 0.001, memory: 8482, top1_acc: 0.2217, top5_acc: 0.4428, loss_cls: 3.9068, loss: 3.9068, grad_norm: 0.9911 2020-10-06 13:00:10,377 - mmaction - INFO - Epoch [50][880/1413] lr: 5.474e-01, eta: 3 days, 10:30:16, time: 1.015, data_time: 0.004, memory: 8482, top1_acc: 0.2268, top5_acc: 0.4454, loss_cls: 3.9140, loss: 3.9140, grad_norm: 0.9966 2020-10-06 13:00:30,326 - mmaction - INFO - Epoch [50][900/1413] lr: 5.474e-01, eta: 3 days, 10:29:05, time: 0.998, data_time: 0.003, memory: 8482, top1_acc: 0.2246, top5_acc: 0.4479, loss_cls: 3.9031, loss: 3.9031, grad_norm: 0.9871 2020-10-06 13:00:50,195 - mmaction - INFO - Epoch [50][920/1413] lr: 5.474e-01, eta: 3 days, 10:27:42, time: 0.993, data_time: 0.002, memory: 8482, top1_acc: 0.2272, top5_acc: 0.4536, loss_cls: 3.8774, loss: 3.8774, grad_norm: 0.9825 2020-10-06 13:01:10,117 - mmaction - INFO - Epoch [50][940/1413] lr: 5.474e-01, eta: 3 days, 10:26:28, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2262, top5_acc: 0.4467, loss_cls: 3.8928, loss: 3.8928, grad_norm: 0.9993 2020-10-06 13:01:30,099 - mmaction - INFO - Epoch [50][960/1413] lr: 5.474e-01, eta: 3 days, 10:25:16, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2163, top5_acc: 0.4419, loss_cls: 3.9207, loss: 3.9207, grad_norm: 0.9782 2020-10-06 13:01:50,091 - mmaction - INFO - Epoch [50][980/1413] lr: 5.474e-01, eta: 3 days, 10:24:14, time: 1.001, data_time: 0.004, memory: 8482, top1_acc: 0.2214, top5_acc: 0.4436, loss_cls: 3.9097, loss: 3.9097, grad_norm: 0.9997 2020-10-06 13:02:10,064 - mmaction - INFO - Epoch [50][1000/1413] lr: 5.474e-01, eta: 3 days, 10:23:08, time: 0.999, data_time: 0.003, memory: 8482, top1_acc: 0.2197, top5_acc: 0.4375, loss_cls: 3.9476, loss: 3.9476, grad_norm: 1.0061 2020-10-06 13:02:30,022 - mmaction - INFO - Epoch [50][1020/1413] lr: 5.474e-01, eta: 3 days, 10:22:01, time: 0.998, data_time: 0.003, memory: 8482, top1_acc: 0.2193, top5_acc: 0.4396, loss_cls: 3.9432, loss: 3.9432, grad_norm: 0.9786 2020-10-06 13:02:49,963 - mmaction - INFO - Epoch [50][1040/1413] lr: 5.474e-01, eta: 3 days, 10:20:53, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2273, top5_acc: 0.4406, loss_cls: 3.9123, loss: 3.9123, grad_norm: 0.9878 2020-10-06 13:03:09,978 - mmaction - INFO - Epoch [50][1060/1413] lr: 5.474e-01, eta: 3 days, 10:19:56, time: 1.002, data_time: 0.002, memory: 8482, top1_acc: 0.2230, top5_acc: 0.4434, loss_cls: 3.9071, loss: 3.9071, grad_norm: 0.9934 2020-10-06 13:03:29,924 - mmaction - INFO - Epoch [50][1080/1413] lr: 5.474e-01, eta: 3 days, 10:18:49, time: 0.997, data_time: 0.001, memory: 8482, top1_acc: 0.2216, top5_acc: 0.4466, loss_cls: 3.9304, loss: 3.9304, grad_norm: 0.9838 2020-10-06 13:03:49,823 - mmaction - INFO - Epoch [50][1100/1413] lr: 5.474e-01, eta: 3 days, 10:17:38, time: 0.995, data_time: 0.001, memory: 8482, top1_acc: 0.2247, top5_acc: 0.4413, loss_cls: 3.9213, loss: 3.9213, grad_norm: 1.0159 2020-10-06 13:04:09,745 - mmaction - INFO - Epoch [50][1120/1413] lr: 5.474e-01, eta: 3 days, 10:16:30, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2358, top5_acc: 0.4527, loss_cls: 3.8378, loss: 3.8378, grad_norm: 0.9848 2020-10-06 13:04:29,728 - mmaction - INFO - Epoch [50][1140/1413] lr: 5.474e-01, eta: 3 days, 10:15:29, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2233, top5_acc: 0.4471, loss_cls: 3.9071, loss: 3.9071, grad_norm: 0.9912 2020-10-06 13:04:49,636 - mmaction - INFO - Epoch [50][1160/1413] lr: 5.474e-01, eta: 3 days, 10:14:22, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2277, top5_acc: 0.4518, loss_cls: 3.8864, loss: 3.8864, grad_norm: 0.9886 2020-10-06 13:05:09,565 - mmaction - INFO - Epoch [50][1180/1413] lr: 5.474e-01, eta: 3 days, 10:13:14, time: 0.995, data_time: 0.001, memory: 8482, top1_acc: 0.2174, top5_acc: 0.4368, loss_cls: 3.9529, loss: 3.9529, grad_norm: 1.0124 2020-10-06 13:05:29,399 - mmaction - INFO - Epoch [50][1200/1413] lr: 5.474e-01, eta: 3 days, 10:12:00, time: 0.992, data_time: 0.003, memory: 8482, top1_acc: 0.2251, top5_acc: 0.4376, loss_cls: 3.9431, loss: 3.9431, grad_norm: 0.9911 2020-10-06 13:05:49,269 - mmaction - INFO - Epoch [50][1220/1413] lr: 5.474e-01, eta: 3 days, 10:10:50, time: 0.993, data_time: 0.002, memory: 8482, top1_acc: 0.2238, top5_acc: 0.4396, loss_cls: 3.9221, loss: 3.9221, grad_norm: 0.9876 2020-10-06 13:06:09,149 - mmaction - INFO - Epoch [50][1240/1413] lr: 5.474e-01, eta: 3 days, 10:09:43, time: 0.995, data_time: 0.003, memory: 8482, top1_acc: 0.2224, top5_acc: 0.4417, loss_cls: 3.9337, loss: 3.9337, grad_norm: 0.9928 2020-10-06 13:06:29,005 - mmaction - INFO - Epoch [50][1260/1413] lr: 5.474e-01, eta: 3 days, 10:08:35, time: 0.994, data_time: 0.002, memory: 8482, top1_acc: 0.2298, top5_acc: 0.4484, loss_cls: 3.9097, loss: 3.9097, grad_norm: 0.9694 2020-10-06 13:06:49,029 - mmaction - INFO - Epoch [50][1280/1413] lr: 5.474e-01, eta: 3 days, 10:07:42, time: 1.000, data_time: 0.001, memory: 8482, top1_acc: 0.2262, top5_acc: 0.4509, loss_cls: 3.8850, loss: 3.8850, grad_norm: 1.0007 2020-10-06 13:07:09,007 - mmaction - INFO - Epoch [50][1300/1413] lr: 5.474e-01, eta: 3 days, 10:06:47, time: 0.999, data_time: 0.003, memory: 8482, top1_acc: 0.2198, top5_acc: 0.4392, loss_cls: 3.9197, loss: 3.9197, grad_norm: 0.9883 2020-10-06 13:07:28,991 - mmaction - INFO - Epoch [50][1320/1413] lr: 5.474e-01, eta: 3 days, 10:05:52, time: 0.999, data_time: 0.001, memory: 8482, top1_acc: 0.2281, top5_acc: 0.4551, loss_cls: 3.8593, loss: 3.8593, grad_norm: 1.0061 2020-10-06 13:07:48,948 - mmaction - INFO - Epoch [50][1340/1413] lr: 5.474e-01, eta: 3 days, 10:04:54, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2203, top5_acc: 0.4361, loss_cls: 3.9602, loss: 3.9602, grad_norm: 1.0066 2020-10-06 13:08:08,988 - mmaction - INFO - Epoch [50][1360/1413] lr: 5.474e-01, eta: 3 days, 10:04:09, time: 1.003, data_time: 0.002, memory: 8482, top1_acc: 0.2134, top5_acc: 0.4371, loss_cls: 3.9433, loss: 3.9433, grad_norm: 0.9826 2020-10-06 13:08:28,830 - mmaction - INFO - Epoch [50][1380/1413] lr: 5.474e-01, eta: 3 days, 10:03:01, time: 0.992, data_time: 0.002, memory: 8482, top1_acc: 0.2204, top5_acc: 0.4440, loss_cls: 3.9231, loss: 3.9231, grad_norm: 0.9804 2020-10-06 13:08:48,687 - mmaction - INFO - Epoch [50][1400/1413] lr: 5.474e-01, eta: 3 days, 10:01:53, time: 0.992, data_time: 0.002, memory: 8482, top1_acc: 0.2279, top5_acc: 0.4448, loss_cls: 3.9130, loss: 3.9130, grad_norm: 1.0055 2020-10-06 13:09:57,847 - mmaction - INFO - Epoch [51][20/1413] lr: 5.453e-01, eta: 3 days, 10:36:57, time: 2.719, data_time: 1.448, memory: 8482, top1_acc: 0.2315, top5_acc: 0.4501, loss_cls: 3.8663, loss: 3.8663, grad_norm: 1.0033 2020-10-06 13:10:17,612 - mmaction - INFO - Epoch [51][40/1413] lr: 5.453e-01, eta: 3 days, 10:35:29, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.2214, top5_acc: 0.4491, loss_cls: 3.9034, loss: 3.9034, grad_norm: 0.9920 2020-10-06 13:10:37,608 - mmaction - INFO - Epoch [51][60/1413] lr: 5.453e-01, eta: 3 days, 10:34:26, time: 1.001, data_time: 0.003, memory: 8482, top1_acc: 0.2266, top5_acc: 0.4530, loss_cls: 3.8780, loss: 3.8780, grad_norm: 1.0052 2020-10-06 13:10:57,660 - mmaction - INFO - Epoch [51][80/1413] lr: 5.453e-01, eta: 3 days, 10:33:27, time: 1.002, data_time: 0.002, memory: 8482, top1_acc: 0.2194, top5_acc: 0.4342, loss_cls: 3.9361, loss: 3.9361, grad_norm: 0.9905 2020-10-06 13:11:17,605 - mmaction - INFO - Epoch [51][100/1413] lr: 5.453e-01, eta: 3 days, 10:32:19, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2160, top5_acc: 0.4424, loss_cls: 3.9456, loss: 3.9456, grad_norm: 0.9806 2020-10-06 13:11:37,543 - mmaction - INFO - Epoch [51][120/1413] lr: 5.453e-01, eta: 3 days, 10:31:09, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2329, top5_acc: 0.4514, loss_cls: 3.8761, loss: 3.8761, grad_norm: 0.9876 2020-10-06 13:11:57,481 - mmaction - INFO - Epoch [51][140/1413] lr: 5.453e-01, eta: 3 days, 10:30:02, time: 0.998, data_time: 0.003, memory: 8482, top1_acc: 0.2299, top5_acc: 0.4510, loss_cls: 3.8694, loss: 3.8694, grad_norm: 0.9904 2020-10-06 13:12:17,367 - mmaction - INFO - Epoch [51][160/1413] lr: 5.453e-01, eta: 3 days, 10:28:50, time: 0.994, data_time: 0.003, memory: 8482, top1_acc: 0.2251, top5_acc: 0.4487, loss_cls: 3.8776, loss: 3.8776, grad_norm: 0.9894 2020-10-06 13:12:37,354 - mmaction - INFO - Epoch [51][180/1413] lr: 5.453e-01, eta: 3 days, 10:27:48, time: 0.999, data_time: 0.003, memory: 8482, top1_acc: 0.2280, top5_acc: 0.4535, loss_cls: 3.8629, loss: 3.8629, grad_norm: 0.9952 2020-10-06 13:12:57,227 - mmaction - INFO - Epoch [51][200/1413] lr: 5.453e-01, eta: 3 days, 10:26:36, time: 0.993, data_time: 0.003, memory: 8482, top1_acc: 0.2245, top5_acc: 0.4527, loss_cls: 3.8665, loss: 3.8665, grad_norm: 0.9874 2020-10-06 13:13:17,211 - mmaction - INFO - Epoch [51][220/1413] lr: 5.453e-01, eta: 3 days, 10:25:38, time: 1.001, data_time: 0.003, memory: 8482, top1_acc: 0.2331, top5_acc: 0.4423, loss_cls: 3.9006, loss: 3.9006, grad_norm: 0.9829 2020-10-06 13:13:37,249 - mmaction - INFO - Epoch [51][240/1413] lr: 5.453e-01, eta: 3 days, 10:24:40, time: 1.000, data_time: 0.001, memory: 8482, top1_acc: 0.2224, top5_acc: 0.4495, loss_cls: 3.8736, loss: 3.8736, grad_norm: 1.0040 2020-10-06 13:13:57,162 - mmaction - INFO - Epoch [51][260/1413] lr: 5.453e-01, eta: 3 days, 10:23:32, time: 0.995, data_time: 0.003, memory: 8482, top1_acc: 0.2160, top5_acc: 0.4443, loss_cls: 3.8971, loss: 3.8971, grad_norm: 1.0002 2020-10-06 13:14:17,145 - mmaction - INFO - Epoch [51][280/1413] lr: 5.453e-01, eta: 3 days, 10:22:37, time: 1.001, data_time: 0.003, memory: 8482, top1_acc: 0.2251, top5_acc: 0.4504, loss_cls: 3.8761, loss: 3.8761, grad_norm: 0.9979 2020-10-06 13:14:37,015 - mmaction - INFO - Epoch [51][300/1413] lr: 5.453e-01, eta: 3 days, 10:21:25, time: 0.992, data_time: 0.001, memory: 8482, top1_acc: 0.2290, top5_acc: 0.4508, loss_cls: 3.8609, loss: 3.8609, grad_norm: 0.9980 2020-10-06 13:14:56,965 - mmaction - INFO - Epoch [51][320/1413] lr: 5.453e-01, eta: 3 days, 10:20:24, time: 0.998, data_time: 0.003, memory: 8482, top1_acc: 0.2289, top5_acc: 0.4512, loss_cls: 3.8868, loss: 3.8868, grad_norm: 0.9969 2020-10-06 13:15:16,818 - mmaction - INFO - Epoch [51][340/1413] lr: 5.453e-01, eta: 3 days, 10:19:13, time: 0.992, data_time: 0.003, memory: 8482, top1_acc: 0.2246, top5_acc: 0.4467, loss_cls: 3.9094, loss: 3.9094, grad_norm: 0.9753 2020-10-06 13:15:36,767 - mmaction - INFO - Epoch [51][360/1413] lr: 5.453e-01, eta: 3 days, 10:18:15, time: 0.998, data_time: 0.003, memory: 8482, top1_acc: 0.2238, top5_acc: 0.4411, loss_cls: 3.9234, loss: 3.9234, grad_norm: 1.0067 2020-10-06 13:15:56,689 - mmaction - INFO - Epoch [51][380/1413] lr: 5.453e-01, eta: 3 days, 10:17:12, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2182, top5_acc: 0.4382, loss_cls: 3.9247, loss: 3.9247, grad_norm: 1.0043 2020-10-06 13:16:16,564 - mmaction - INFO - Epoch [51][400/1413] lr: 5.453e-01, eta: 3 days, 10:16:05, time: 0.993, data_time: 0.002, memory: 8482, top1_acc: 0.2225, top5_acc: 0.4410, loss_cls: 3.9143, loss: 3.9143, grad_norm: 0.9969 2020-10-06 13:16:36,524 - mmaction - INFO - Epoch [51][420/1413] lr: 5.453e-01, eta: 3 days, 10:15:07, time: 0.998, data_time: 0.003, memory: 8482, top1_acc: 0.2301, top5_acc: 0.4413, loss_cls: 3.8952, loss: 3.8952, grad_norm: 1.0053 2020-10-06 13:16:56,444 - mmaction - INFO - Epoch [51][440/1413] lr: 5.453e-01, eta: 3 days, 10:14:07, time: 0.997, data_time: 0.003, memory: 8482, top1_acc: 0.2254, top5_acc: 0.4514, loss_cls: 3.8732, loss: 3.8732, grad_norm: 0.9903 2020-10-06 13:17:16,418 - mmaction - INFO - Epoch [51][460/1413] lr: 5.453e-01, eta: 3 days, 10:13:12, time: 0.999, data_time: 0.003, memory: 8482, top1_acc: 0.2214, top5_acc: 0.4473, loss_cls: 3.8911, loss: 3.8911, grad_norm: 0.9827 2020-10-06 13:17:36,373 - mmaction - INFO - Epoch [51][480/1413] lr: 5.453e-01, eta: 3 days, 10:12:13, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2173, top5_acc: 0.4346, loss_cls: 3.9313, loss: 3.9313, grad_norm: 0.9821 2020-10-06 13:17:56,353 - mmaction - INFO - Epoch [51][500/1413] lr: 5.453e-01, eta: 3 days, 10:11:21, time: 1.000, data_time: 0.003, memory: 8482, top1_acc: 0.2264, top5_acc: 0.4504, loss_cls: 3.8668, loss: 3.8668, grad_norm: 1.0157 2020-10-06 13:18:16,270 - mmaction - INFO - Epoch [51][520/1413] lr: 5.453e-01, eta: 3 days, 10:10:22, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2298, top5_acc: 0.4504, loss_cls: 3.8867, loss: 3.8867, grad_norm: 0.9948 2020-10-06 13:18:36,207 - mmaction - INFO - Epoch [51][540/1413] lr: 5.453e-01, eta: 3 days, 10:09:23, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2109, top5_acc: 0.4398, loss_cls: 3.9642, loss: 3.9642, grad_norm: 1.0054 2020-10-06 13:18:56,153 - mmaction - INFO - Epoch [51][560/1413] lr: 5.453e-01, eta: 3 days, 10:08:28, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2227, top5_acc: 0.4422, loss_cls: 3.9091, loss: 3.9091, grad_norm: 0.9744 2020-10-06 13:19:16,176 - mmaction - INFO - Epoch [51][580/1413] lr: 5.453e-01, eta: 3 days, 10:07:40, time: 1.001, data_time: 0.002, memory: 8482, top1_acc: 0.2249, top5_acc: 0.4500, loss_cls: 3.9054, loss: 3.9054, grad_norm: 0.9925 2020-10-06 13:19:36,135 - mmaction - INFO - Epoch [51][600/1413] lr: 5.453e-01, eta: 3 days, 10:06:44, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2301, top5_acc: 0.4480, loss_cls: 3.8920, loss: 3.8920, grad_norm: 1.0028 2020-10-06 13:19:56,096 - mmaction - INFO - Epoch [51][620/1413] lr: 5.453e-01, eta: 3 days, 10:05:50, time: 0.997, data_time: 0.003, memory: 8482, top1_acc: 0.2276, top5_acc: 0.4487, loss_cls: 3.8656, loss: 3.8656, grad_norm: 1.0014 2020-10-06 13:20:16,074 - mmaction - INFO - Epoch [51][640/1413] lr: 5.453e-01, eta: 3 days, 10:04:59, time: 1.000, data_time: 0.004, memory: 8482, top1_acc: 0.2280, top5_acc: 0.4486, loss_cls: 3.8936, loss: 3.8936, grad_norm: 0.9996 2020-10-06 13:20:36,069 - mmaction - INFO - Epoch [51][660/1413] lr: 5.453e-01, eta: 3 days, 10:04:10, time: 1.000, data_time: 0.003, memory: 8482, top1_acc: 0.2230, top5_acc: 0.4518, loss_cls: 3.8900, loss: 3.8900, grad_norm: 0.9974 2020-10-06 13:20:55,985 - mmaction - INFO - Epoch [51][680/1413] lr: 5.453e-01, eta: 3 days, 10:03:14, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2273, top5_acc: 0.4490, loss_cls: 3.8763, loss: 3.8763, grad_norm: 1.0089 2020-10-06 13:21:16,002 - mmaction - INFO - Epoch [51][700/1413] lr: 5.453e-01, eta: 3 days, 10:02:29, time: 1.002, data_time: 0.003, memory: 8482, top1_acc: 0.2171, top5_acc: 0.4406, loss_cls: 3.9656, loss: 3.9656, grad_norm: 0.9860 2020-10-06 13:21:35,974 - mmaction - INFO - Epoch [51][720/1413] lr: 5.453e-01, eta: 3 days, 10:01:37, time: 0.998, data_time: 0.001, memory: 8482, top1_acc: 0.2143, top5_acc: 0.4379, loss_cls: 3.9413, loss: 3.9413, grad_norm: 1.0001 2020-10-06 13:21:55,968 - mmaction - INFO - Epoch [51][740/1413] lr: 5.453e-01, eta: 3 days, 10:00:46, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2174, top5_acc: 0.4460, loss_cls: 3.9461, loss: 3.9461, grad_norm: 0.9839 2020-10-06 13:22:15,941 - mmaction - INFO - Epoch [51][760/1413] lr: 5.453e-01, eta: 3 days, 9:59:59, time: 1.000, data_time: 0.003, memory: 8482, top1_acc: 0.2238, top5_acc: 0.4560, loss_cls: 3.8701, loss: 3.8701, grad_norm: 0.9985 2020-10-06 13:22:35,890 - mmaction - INFO - Epoch [51][780/1413] lr: 5.453e-01, eta: 3 days, 9:59:07, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2229, top5_acc: 0.4461, loss_cls: 3.8814, loss: 3.8814, grad_norm: 0.9976 2020-10-06 13:22:55,840 - mmaction - INFO - Epoch [51][800/1413] lr: 5.453e-01, eta: 3 days, 9:58:17, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2212, top5_acc: 0.4471, loss_cls: 3.9198, loss: 3.9198, grad_norm: 0.9904 2020-10-06 13:23:15,793 - mmaction - INFO - Epoch [51][820/1413] lr: 5.453e-01, eta: 3 days, 9:57:22, time: 0.995, data_time: 0.001, memory: 8482, top1_acc: 0.2220, top5_acc: 0.4493, loss_cls: 3.8986, loss: 3.8986, grad_norm: 0.9975 2020-10-06 13:23:35,673 - mmaction - INFO - Epoch [51][840/1413] lr: 5.453e-01, eta: 3 days, 9:56:29, time: 0.996, data_time: 0.003, memory: 8482, top1_acc: 0.2138, top5_acc: 0.4448, loss_cls: 3.9425, loss: 3.9425, grad_norm: 0.9945 2020-10-06 13:23:55,648 - mmaction - INFO - Epoch [51][860/1413] lr: 5.453e-01, eta: 3 days, 9:55:40, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2243, top5_acc: 0.4503, loss_cls: 3.8905, loss: 3.8905, grad_norm: 0.9952 2020-10-06 13:24:15,602 - mmaction - INFO - Epoch [51][880/1413] lr: 5.453e-01, eta: 3 days, 9:54:50, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2224, top5_acc: 0.4487, loss_cls: 3.8755, loss: 3.8755, grad_norm: 0.9952 2020-10-06 13:24:35,701 - mmaction - INFO - Epoch [51][900/1413] lr: 5.453e-01, eta: 3 days, 9:54:15, time: 1.007, data_time: 0.003, memory: 8482, top1_acc: 0.2315, top5_acc: 0.4536, loss_cls: 3.8422, loss: 3.8422, grad_norm: 0.9858 2020-10-06 13:24:55,608 - mmaction - INFO - Epoch [51][920/1413] lr: 5.453e-01, eta: 3 days, 9:53:21, time: 0.994, data_time: 0.001, memory: 8482, top1_acc: 0.2227, top5_acc: 0.4522, loss_cls: 3.8883, loss: 3.8883, grad_norm: 0.9889 2020-10-06 13:25:15,414 - mmaction - INFO - Epoch [51][940/1413] lr: 5.453e-01, eta: 3 days, 9:52:20, time: 0.990, data_time: 0.003, memory: 8482, top1_acc: 0.2223, top5_acc: 0.4522, loss_cls: 3.8932, loss: 3.8932, grad_norm: 0.9965 2020-10-06 13:25:35,433 - mmaction - INFO - Epoch [51][960/1413] lr: 5.453e-01, eta: 3 days, 9:51:37, time: 1.001, data_time: 0.003, memory: 8482, top1_acc: 0.2363, top5_acc: 0.4487, loss_cls: 3.8817, loss: 3.8817, grad_norm: 0.9978 2020-10-06 13:25:55,364 - mmaction - INFO - Epoch [51][980/1413] lr: 5.453e-01, eta: 3 days, 9:50:49, time: 0.998, data_time: 0.004, memory: 8482, top1_acc: 0.2221, top5_acc: 0.4449, loss_cls: 3.9051, loss: 3.9051, grad_norm: 0.9935 2020-10-06 13:26:15,291 - mmaction - INFO - Epoch [51][1000/1413] lr: 5.453e-01, eta: 3 days, 9:50:00, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2207, top5_acc: 0.4490, loss_cls: 3.9178, loss: 3.9178, grad_norm: 0.9926 2020-10-06 13:26:35,185 - mmaction - INFO - Epoch [51][1020/1413] lr: 5.453e-01, eta: 3 days, 9:49:06, time: 0.994, data_time: 0.002, memory: 8482, top1_acc: 0.2221, top5_acc: 0.4396, loss_cls: 3.9051, loss: 3.9051, grad_norm: 0.9916 2020-10-06 13:26:55,108 - mmaction - INFO - Epoch [51][1040/1413] lr: 5.453e-01, eta: 3 days, 9:48:16, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2181, top5_acc: 0.4488, loss_cls: 3.8914, loss: 3.8914, grad_norm: 1.0007 2020-10-06 13:27:15,171 - mmaction - INFO - Epoch [51][1060/1413] lr: 5.453e-01, eta: 3 days, 9:47:39, time: 1.004, data_time: 0.004, memory: 8482, top1_acc: 0.2155, top5_acc: 0.4314, loss_cls: 3.9451, loss: 3.9451, grad_norm: 1.0021 2020-10-06 13:27:35,099 - mmaction - INFO - Epoch [51][1080/1413] lr: 5.453e-01, eta: 3 days, 9:46:50, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2129, top5_acc: 0.4366, loss_cls: 3.9475, loss: 3.9475, grad_norm: 0.9940 2020-10-06 13:27:55,057 - mmaction - INFO - Epoch [51][1100/1413] lr: 5.453e-01, eta: 3 days, 9:46:05, time: 0.998, data_time: 0.003, memory: 8482, top1_acc: 0.2229, top5_acc: 0.4469, loss_cls: 3.9252, loss: 3.9252, grad_norm: 0.9820 2020-10-06 13:28:14,926 - mmaction - INFO - Epoch [51][1120/1413] lr: 5.453e-01, eta: 3 days, 9:45:13, time: 0.994, data_time: 0.002, memory: 8482, top1_acc: 0.2195, top5_acc: 0.4475, loss_cls: 3.8851, loss: 3.8851, grad_norm: 1.0060 2020-10-06 13:28:34,738 - mmaction - INFO - Epoch [51][1140/1413] lr: 5.453e-01, eta: 3 days, 9:44:17, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.2299, top5_acc: 0.4479, loss_cls: 3.8808, loss: 3.8808, grad_norm: 0.9861 2020-10-06 13:28:54,603 - mmaction - INFO - Epoch [51][1160/1413] lr: 5.453e-01, eta: 3 days, 9:43:24, time: 0.992, data_time: 0.001, memory: 8482, top1_acc: 0.2232, top5_acc: 0.4408, loss_cls: 3.9296, loss: 3.9296, grad_norm: 1.0116 2020-10-06 13:29:14,486 - mmaction - INFO - Epoch [51][1180/1413] lr: 5.453e-01, eta: 3 days, 9:42:36, time: 0.995, data_time: 0.002, memory: 8482, top1_acc: 0.2232, top5_acc: 0.4419, loss_cls: 3.9186, loss: 3.9186, grad_norm: 1.0122 2020-10-06 13:29:34,436 - mmaction - INFO - Epoch [51][1200/1413] lr: 5.453e-01, eta: 3 days, 9:41:49, time: 0.996, data_time: 0.001, memory: 8482, top1_acc: 0.2139, top5_acc: 0.4395, loss_cls: 3.9351, loss: 3.9351, grad_norm: 1.0006 2020-10-06 13:29:54,422 - mmaction - INFO - Epoch [51][1220/1413] lr: 5.453e-01, eta: 3 days, 9:41:08, time: 1.000, data_time: 0.003, memory: 8482, top1_acc: 0.2345, top5_acc: 0.4513, loss_cls: 3.8614, loss: 3.8614, grad_norm: 0.9887 2020-10-06 13:30:13,492 - mmaction - INFO - Epoch [51][1240/1413] lr: 5.453e-01, eta: 3 days, 9:39:20, time: 0.953, data_time: 0.002, memory: 8482, top1_acc: 0.2232, top5_acc: 0.4362, loss_cls: 3.9353, loss: 3.9353, grad_norm: 0.9946 2020-10-06 13:30:33,473 - mmaction - INFO - Epoch [51][1260/1413] lr: 5.453e-01, eta: 3 days, 9:38:38, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2194, top5_acc: 0.4401, loss_cls: 3.9531, loss: 3.9531, grad_norm: 0.9874 2020-10-06 13:30:53,426 - mmaction - INFO - Epoch [51][1280/1413] lr: 5.453e-01, eta: 3 days, 9:37:53, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2268, top5_acc: 0.4521, loss_cls: 3.8965, loss: 3.8965, grad_norm: 0.9831 2020-10-06 13:31:13,438 - mmaction - INFO - Epoch [51][1300/1413] lr: 5.453e-01, eta: 3 days, 9:37:14, time: 1.000, data_time: 0.003, memory: 8482, top1_acc: 0.2177, top5_acc: 0.4391, loss_cls: 3.9254, loss: 3.9254, grad_norm: 1.0128 2020-10-06 13:31:33,426 - mmaction - INFO - Epoch [51][1320/1413] lr: 5.453e-01, eta: 3 days, 9:36:35, time: 1.001, data_time: 0.003, memory: 8482, top1_acc: 0.2142, top5_acc: 0.4319, loss_cls: 3.9573, loss: 3.9573, grad_norm: 0.9869 2020-10-06 13:31:53,456 - mmaction - INFO - Epoch [51][1340/1413] lr: 5.453e-01, eta: 3 days, 9:35:56, time: 1.000, data_time: 0.002, memory: 8482, top1_acc: 0.2212, top5_acc: 0.4482, loss_cls: 3.9023, loss: 3.9023, grad_norm: 1.0017 2020-10-06 13:32:13,515 - mmaction - INFO - Epoch [51][1360/1413] lr: 5.453e-01, eta: 3 days, 9:35:22, time: 1.004, data_time: 0.003, memory: 8482, top1_acc: 0.2195, top5_acc: 0.4438, loss_cls: 3.9212, loss: 3.9212, grad_norm: 0.9923 2020-10-06 13:32:33,548 - mmaction - INFO - Epoch [51][1380/1413] lr: 5.453e-01, eta: 3 days, 9:34:44, time: 1.002, data_time: 0.002, memory: 8482, top1_acc: 0.2181, top5_acc: 0.4480, loss_cls: 3.9202, loss: 3.9202, grad_norm: 0.9952 2020-10-06 13:32:53,480 - mmaction - INFO - Epoch [51][1400/1413] lr: 5.453e-01, eta: 3 days, 9:34:01, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2186, top5_acc: 0.4461, loss_cls: 3.9067, loss: 3.9067, grad_norm: 0.9904 2020-10-06 13:33:57,580 - mmaction - INFO - Epoch [52][20/1413] lr: 5.431e-01, eta: 3 days, 9:53:09, time: 2.541, data_time: 1.458, memory: 8482, top1_acc: 0.2302, top5_acc: 0.4513, loss_cls: 3.8824, loss: 3.8824, grad_norm: 0.9958 2020-10-06 13:34:17,259 - mmaction - INFO - Epoch [52][40/1413] lr: 5.431e-01, eta: 3 days, 9:52:03, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2219, top5_acc: 0.4492, loss_cls: 3.8698, loss: 3.8698, grad_norm: 1.0105 2020-10-06 13:34:37,107 - mmaction - INFO - Epoch [52][60/1413] lr: 5.431e-01, eta: 3 days, 9:51:10, time: 0.993, data_time: 0.002, memory: 8482, top1_acc: 0.2240, top5_acc: 0.4465, loss_cls: 3.8988, loss: 3.8988, grad_norm: 0.9937 2020-10-06 13:34:57,084 - mmaction - INFO - Epoch [52][80/1413] lr: 5.431e-01, eta: 3 days, 9:50:23, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2224, top5_acc: 0.4509, loss_cls: 3.8598, loss: 3.8598, grad_norm: 0.9944 2020-10-06 13:35:17,086 - mmaction - INFO - Epoch [52][100/1413] lr: 5.431e-01, eta: 3 days, 9:49:40, time: 1.000, data_time: 0.003, memory: 8482, top1_acc: 0.2324, top5_acc: 0.4508, loss_cls: 3.8816, loss: 3.8816, grad_norm: 0.9970 2020-10-06 13:35:36,994 - mmaction - INFO - Epoch [52][120/1413] lr: 5.431e-01, eta: 3 days, 9:48:50, time: 0.995, data_time: 0.002, memory: 8482, top1_acc: 0.2303, top5_acc: 0.4486, loss_cls: 3.8773, loss: 3.8773, grad_norm: 1.0006 2020-10-06 13:35:56,980 - mmaction - INFO - Epoch [52][140/1413] lr: 5.431e-01, eta: 3 days, 9:48:06, time: 0.999, data_time: 0.003, memory: 8482, top1_acc: 0.2284, top5_acc: 0.4488, loss_cls: 3.8916, loss: 3.8916, grad_norm: 0.9908 2020-10-06 13:36:16,915 - mmaction - INFO - Epoch [52][160/1413] lr: 5.431e-01, eta: 3 days, 9:47:20, time: 0.998, data_time: 0.003, memory: 8482, top1_acc: 0.2263, top5_acc: 0.4523, loss_cls: 3.8672, loss: 3.8672, grad_norm: 1.0029 2020-10-06 13:36:36,838 - mmaction - INFO - Epoch [52][180/1413] lr: 5.431e-01, eta: 3 days, 9:46:33, time: 0.996, data_time: 0.001, memory: 8482, top1_acc: 0.2283, top5_acc: 0.4491, loss_cls: 3.8737, loss: 3.8737, grad_norm: 1.0086 2020-10-06 13:36:56,746 - mmaction - INFO - Epoch [52][200/1413] lr: 5.431e-01, eta: 3 days, 9:45:44, time: 0.995, data_time: 0.001, memory: 8482, top1_acc: 0.2275, top5_acc: 0.4507, loss_cls: 3.8629, loss: 3.8629, grad_norm: 0.9964 2020-10-06 13:37:16,599 - mmaction - INFO - Epoch [52][220/1413] lr: 5.431e-01, eta: 3 days, 9:44:52, time: 0.993, data_time: 0.002, memory: 8482, top1_acc: 0.2201, top5_acc: 0.4388, loss_cls: 3.9000, loss: 3.9000, grad_norm: 1.0028 2020-10-06 13:37:36,599 - mmaction - INFO - Epoch [52][240/1413] lr: 5.431e-01, eta: 3 days, 9:44:10, time: 0.999, data_time: 0.001, memory: 8482, top1_acc: 0.2273, top5_acc: 0.4538, loss_cls: 3.8630, loss: 3.8630, grad_norm: 0.9978 2020-10-06 13:37:56,546 - mmaction - INFO - Epoch [52][260/1413] lr: 5.431e-01, eta: 3 days, 9:43:26, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2185, top5_acc: 0.4354, loss_cls: 3.9273, loss: 3.9273, grad_norm: 1.0296 2020-10-06 13:38:16,430 - mmaction - INFO - Epoch [52][280/1413] lr: 5.431e-01, eta: 3 days, 9:42:36, time: 0.994, data_time: 0.001, memory: 8482, top1_acc: 0.2219, top5_acc: 0.4521, loss_cls: 3.8787, loss: 3.8787, grad_norm: 0.9848 2020-10-06 13:38:36,434 - mmaction - INFO - Epoch [52][300/1413] lr: 5.431e-01, eta: 3 days, 9:41:55, time: 1.000, data_time: 0.002, memory: 8482, top1_acc: 0.2188, top5_acc: 0.4473, loss_cls: 3.9120, loss: 3.9120, grad_norm: 1.0237 2020-10-06 13:38:56,457 - mmaction - INFO - Epoch [52][320/1413] lr: 5.431e-01, eta: 3 days, 9:41:14, time: 1.000, data_time: 0.002, memory: 8482, top1_acc: 0.2194, top5_acc: 0.4461, loss_cls: 3.9182, loss: 3.9182, grad_norm: 1.0015 2020-10-06 13:39:16,388 - mmaction - INFO - Epoch [52][340/1413] lr: 5.431e-01, eta: 3 days, 9:40:30, time: 0.997, data_time: 0.003, memory: 8482, top1_acc: 0.2240, top5_acc: 0.4517, loss_cls: 3.8680, loss: 3.8680, grad_norm: 1.0065 2020-10-06 13:39:36,341 - mmaction - INFO - Epoch [52][360/1413] lr: 5.431e-01, eta: 3 days, 9:39:47, time: 0.998, data_time: 0.001, memory: 8482, top1_acc: 0.2225, top5_acc: 0.4439, loss_cls: 3.9311, loss: 3.9311, grad_norm: 0.9877 2020-10-06 13:39:56,282 - mmaction - INFO - Epoch [52][380/1413] lr: 5.431e-01, eta: 3 days, 9:39:00, time: 0.995, data_time: 0.001, memory: 8482, top1_acc: 0.2238, top5_acc: 0.4560, loss_cls: 3.8825, loss: 3.8825, grad_norm: 0.9958 2020-10-06 13:40:16,268 - mmaction - INFO - Epoch [52][400/1413] lr: 5.431e-01, eta: 3 days, 9:38:21, time: 1.001, data_time: 0.003, memory: 8482, top1_acc: 0.2311, top5_acc: 0.4611, loss_cls: 3.8298, loss: 3.8298, grad_norm: 0.9885 2020-10-06 13:40:36,195 - mmaction - INFO - Epoch [52][420/1413] lr: 5.431e-01, eta: 3 days, 9:37:35, time: 0.995, data_time: 0.001, memory: 8482, top1_acc: 0.2207, top5_acc: 0.4486, loss_cls: 3.9052, loss: 3.9052, grad_norm: 0.9997 2020-10-06 13:40:56,102 - mmaction - INFO - Epoch [52][440/1413] lr: 5.431e-01, eta: 3 days, 9:36:49, time: 0.995, data_time: 0.003, memory: 8482, top1_acc: 0.2292, top5_acc: 0.4484, loss_cls: 3.9023, loss: 3.9023, grad_norm: 0.9845 2020-10-06 13:41:15,893 - mmaction - INFO - Epoch [52][460/1413] lr: 5.431e-01, eta: 3 days, 9:35:56, time: 0.990, data_time: 0.003, memory: 8482, top1_acc: 0.2225, top5_acc: 0.4444, loss_cls: 3.8768, loss: 3.8768, grad_norm: 0.9940 2020-10-06 13:41:35,803 - mmaction - INFO - Epoch [52][480/1413] lr: 5.431e-01, eta: 3 days, 9:35:11, time: 0.995, data_time: 0.002, memory: 8482, top1_acc: 0.2259, top5_acc: 0.4520, loss_cls: 3.8805, loss: 3.8805, grad_norm: 0.9952 2020-10-06 13:41:55,792 - mmaction - INFO - Epoch [52][500/1413] lr: 5.431e-01, eta: 3 days, 9:34:31, time: 1.000, data_time: 0.003, memory: 8482, top1_acc: 0.2310, top5_acc: 0.4573, loss_cls: 3.8549, loss: 3.8549, grad_norm: 0.9863 2020-10-06 13:42:15,753 - mmaction - INFO - Epoch [52][520/1413] lr: 5.431e-01, eta: 3 days, 9:33:50, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2270, top5_acc: 0.4526, loss_cls: 3.8690, loss: 3.8690, grad_norm: 0.9997 2020-10-06 13:42:35,733 - mmaction - INFO - Epoch [52][540/1413] lr: 5.431e-01, eta: 3 days, 9:33:09, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2180, top5_acc: 0.4452, loss_cls: 3.9114, loss: 3.9114, grad_norm: 0.9945 2020-10-06 13:42:55,723 - mmaction - INFO - Epoch [52][560/1413] lr: 5.431e-01, eta: 3 days, 9:32:30, time: 1.000, data_time: 0.003, memory: 8482, top1_acc: 0.2221, top5_acc: 0.4372, loss_cls: 3.9130, loss: 3.9130, grad_norm: 1.0107 2020-10-06 13:43:15,587 - mmaction - INFO - Epoch [52][580/1413] lr: 5.431e-01, eta: 3 days, 9:31:43, time: 0.993, data_time: 0.002, memory: 8482, top1_acc: 0.2243, top5_acc: 0.4411, loss_cls: 3.8949, loss: 3.8949, grad_norm: 0.9785 2020-10-06 13:43:35,484 - mmaction - INFO - Epoch [52][600/1413] lr: 5.431e-01, eta: 3 days, 9:30:59, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2350, top5_acc: 0.4536, loss_cls: 3.8713, loss: 3.8713, grad_norm: 1.0060 2020-10-06 13:43:55,430 - mmaction - INFO - Epoch [52][620/1413] lr: 5.431e-01, eta: 3 days, 9:30:16, time: 0.996, data_time: 0.001, memory: 8482, top1_acc: 0.2253, top5_acc: 0.4475, loss_cls: 3.9094, loss: 3.9094, grad_norm: 0.9964 2020-10-06 13:44:15,327 - mmaction - INFO - Epoch [52][640/1413] lr: 5.431e-01, eta: 3 days, 9:29:32, time: 0.995, data_time: 0.002, memory: 8482, top1_acc: 0.2206, top5_acc: 0.4398, loss_cls: 3.9415, loss: 3.9415, grad_norm: 0.9854 2020-10-06 13:44:35,350 - mmaction - INFO - Epoch [52][660/1413] lr: 5.431e-01, eta: 3 days, 9:28:55, time: 1.001, data_time: 0.003, memory: 8482, top1_acc: 0.2276, top5_acc: 0.4467, loss_cls: 3.8965, loss: 3.8965, grad_norm: 0.9896 2020-10-06 13:44:55,193 - mmaction - INFO - Epoch [52][680/1413] lr: 5.431e-01, eta: 3 days, 9:28:08, time: 0.992, data_time: 0.002, memory: 8482, top1_acc: 0.2352, top5_acc: 0.4667, loss_cls: 3.7991, loss: 3.7991, grad_norm: 0.9939 2020-10-06 13:45:15,146 - mmaction - INFO - Epoch [52][700/1413] lr: 5.431e-01, eta: 3 days, 9:27:29, time: 0.999, data_time: 0.003, memory: 8482, top1_acc: 0.2198, top5_acc: 0.4464, loss_cls: 3.9100, loss: 3.9100, grad_norm: 1.0055 2020-10-06 13:45:35,042 - mmaction - INFO - Epoch [52][720/1413] lr: 5.431e-01, eta: 3 days, 9:26:44, time: 0.993, data_time: 0.001, memory: 8482, top1_acc: 0.2232, top5_acc: 0.4430, loss_cls: 3.9056, loss: 3.9056, grad_norm: 1.0033 2020-10-06 13:45:54,957 - mmaction - INFO - Epoch [52][740/1413] lr: 5.431e-01, eta: 3 days, 9:26:02, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2255, top5_acc: 0.4503, loss_cls: 3.8866, loss: 3.8866, grad_norm: 0.9947 2020-10-06 13:46:14,903 - mmaction - INFO - Epoch [52][760/1413] lr: 5.431e-01, eta: 3 days, 9:25:21, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2237, top5_acc: 0.4437, loss_cls: 3.9069, loss: 3.9069, grad_norm: 1.0102 2020-10-06 13:46:34,897 - mmaction - INFO - Epoch [52][780/1413] lr: 5.431e-01, eta: 3 days, 9:24:44, time: 1.000, data_time: 0.003, memory: 8482, top1_acc: 0.2258, top5_acc: 0.4520, loss_cls: 3.8794, loss: 3.8794, grad_norm: 0.9972 2020-10-06 13:46:54,903 - mmaction - INFO - Epoch [52][800/1413] lr: 5.431e-01, eta: 3 days, 9:24:05, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2305, top5_acc: 0.4504, loss_cls: 3.8792, loss: 3.8792, grad_norm: 0.9802 2020-10-06 13:47:15,013 - mmaction - INFO - Epoch [52][820/1413] lr: 5.431e-01, eta: 3 days, 9:23:36, time: 1.006, data_time: 0.004, memory: 8482, top1_acc: 0.2197, top5_acc: 0.4440, loss_cls: 3.9241, loss: 3.9241, grad_norm: 0.9911 2020-10-06 13:47:34,980 - mmaction - INFO - Epoch [52][840/1413] lr: 5.431e-01, eta: 3 days, 9:22:57, time: 0.998, data_time: 0.003, memory: 8482, top1_acc: 0.2210, top5_acc: 0.4357, loss_cls: 3.9466, loss: 3.9466, grad_norm: 1.0118 2020-10-06 13:47:54,902 - mmaction - INFO - Epoch [52][860/1413] lr: 5.431e-01, eta: 3 days, 9:22:16, time: 0.996, data_time: 0.003, memory: 8482, top1_acc: 0.2236, top5_acc: 0.4448, loss_cls: 3.9060, loss: 3.9060, grad_norm: 1.0083 2020-10-06 13:48:14,802 - mmaction - INFO - Epoch [52][880/1413] lr: 5.431e-01, eta: 3 days, 9:21:35, time: 0.996, data_time: 0.003, memory: 8482, top1_acc: 0.2240, top5_acc: 0.4413, loss_cls: 3.9400, loss: 3.9400, grad_norm: 1.0031 2020-10-06 13:48:34,743 - mmaction - INFO - Epoch [52][900/1413] lr: 5.431e-01, eta: 3 days, 9:20:55, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2225, top5_acc: 0.4374, loss_cls: 3.9478, loss: 3.9478, grad_norm: 0.9867 2020-10-06 13:48:54,688 - mmaction - INFO - Epoch [52][920/1413] lr: 5.431e-01, eta: 3 days, 9:20:16, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2236, top5_acc: 0.4406, loss_cls: 3.9082, loss: 3.9082, grad_norm: 0.9861 2020-10-06 13:49:14,606 - mmaction - INFO - Epoch [52][940/1413] lr: 5.431e-01, eta: 3 days, 9:19:35, time: 0.995, data_time: 0.002, memory: 8482, top1_acc: 0.2228, top5_acc: 0.4384, loss_cls: 3.9378, loss: 3.9378, grad_norm: 0.9799 2020-10-06 13:49:34,532 - mmaction - INFO - Epoch [52][960/1413] lr: 5.431e-01, eta: 3 days, 9:18:55, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2253, top5_acc: 0.4443, loss_cls: 3.8784, loss: 3.8784, grad_norm: 0.9971 2020-10-06 13:49:54,468 - mmaction - INFO - Epoch [52][980/1413] lr: 5.431e-01, eta: 3 days, 9:18:17, time: 0.997, data_time: 0.003, memory: 8482, top1_acc: 0.2139, top5_acc: 0.4432, loss_cls: 3.9290, loss: 3.9290, grad_norm: 0.9954 2020-10-06 13:50:14,458 - mmaction - INFO - Epoch [52][1000/1413] lr: 5.431e-01, eta: 3 days, 9:17:40, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2246, top5_acc: 0.4387, loss_cls: 3.9018, loss: 3.9018, grad_norm: 0.9833 2020-10-06 13:50:34,326 - mmaction - INFO - Epoch [52][1020/1413] lr: 5.431e-01, eta: 3 days, 9:16:57, time: 0.994, data_time: 0.003, memory: 8482, top1_acc: 0.2182, top5_acc: 0.4354, loss_cls: 3.9268, loss: 3.9268, grad_norm: 1.0064 2020-10-06 13:50:54,276 - mmaction - INFO - Epoch [52][1040/1413] lr: 5.431e-01, eta: 3 days, 9:16:20, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2234, top5_acc: 0.4465, loss_cls: 3.8916, loss: 3.8916, grad_norm: 0.9895 2020-10-06 13:51:14,173 - mmaction - INFO - Epoch [52][1060/1413] lr: 5.431e-01, eta: 3 days, 9:15:39, time: 0.994, data_time: 0.001, memory: 8482, top1_acc: 0.2197, top5_acc: 0.4359, loss_cls: 3.9188, loss: 3.9188, grad_norm: 0.9873 2020-10-06 13:51:34,166 - mmaction - INFO - Epoch [52][1080/1413] lr: 5.431e-01, eta: 3 days, 9:15:03, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2177, top5_acc: 0.4372, loss_cls: 3.9411, loss: 3.9411, grad_norm: 0.9943 2020-10-06 13:51:54,131 - mmaction - INFO - Epoch [52][1100/1413] lr: 5.431e-01, eta: 3 days, 9:14:25, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2152, top5_acc: 0.4402, loss_cls: 3.9257, loss: 3.9257, grad_norm: 0.9957 2020-10-06 13:52:13,999 - mmaction - INFO - Epoch [52][1120/1413] lr: 5.431e-01, eta: 3 days, 9:13:44, time: 0.994, data_time: 0.003, memory: 8482, top1_acc: 0.2180, top5_acc: 0.4473, loss_cls: 3.9035, loss: 3.9035, grad_norm: 0.9859 2020-10-06 13:52:33,981 - mmaction - INFO - Epoch [52][1140/1413] lr: 5.431e-01, eta: 3 days, 9:13:08, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2266, top5_acc: 0.4454, loss_cls: 3.9064, loss: 3.9064, grad_norm: 0.9961 2020-10-06 13:52:53,946 - mmaction - INFO - Epoch [52][1160/1413] lr: 5.431e-01, eta: 3 days, 9:12:31, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2164, top5_acc: 0.4363, loss_cls: 3.9246, loss: 3.9246, grad_norm: 1.0117 2020-10-06 13:53:13,907 - mmaction - INFO - Epoch [52][1180/1413] lr: 5.431e-01, eta: 3 days, 9:11:55, time: 0.999, data_time: 0.004, memory: 8482, top1_acc: 0.2195, top5_acc: 0.4415, loss_cls: 3.9154, loss: 3.9154, grad_norm: 1.0050 2020-10-06 13:53:33,935 - mmaction - INFO - Epoch [52][1200/1413] lr: 5.431e-01, eta: 3 days, 9:11:23, time: 1.002, data_time: 0.002, memory: 8482, top1_acc: 0.2169, top5_acc: 0.4465, loss_cls: 3.8914, loss: 3.8914, grad_norm: 1.0053 2020-10-06 13:53:53,879 - mmaction - INFO - Epoch [52][1220/1413] lr: 5.431e-01, eta: 3 days, 9:10:46, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2160, top5_acc: 0.4480, loss_cls: 3.9258, loss: 3.9258, grad_norm: 0.9934 2020-10-06 13:54:13,881 - mmaction - INFO - Epoch [52][1240/1413] lr: 5.431e-01, eta: 3 days, 9:10:12, time: 1.000, data_time: 0.002, memory: 8482, top1_acc: 0.2191, top5_acc: 0.4372, loss_cls: 3.9478, loss: 3.9478, grad_norm: 0.9885 2020-10-06 13:54:33,853 - mmaction - INFO - Epoch [52][1260/1413] lr: 5.431e-01, eta: 3 days, 9:09:35, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2268, top5_acc: 0.4452, loss_cls: 3.9071, loss: 3.9071, grad_norm: 0.9623 2020-10-06 13:54:53,750 - mmaction - INFO - Epoch [52][1280/1413] lr: 5.431e-01, eta: 3 days, 9:08:56, time: 0.995, data_time: 0.002, memory: 8482, top1_acc: 0.2194, top5_acc: 0.4479, loss_cls: 3.8918, loss: 3.8918, grad_norm: 0.9892 2020-10-06 13:55:13,729 - mmaction - INFO - Epoch [52][1300/1413] lr: 5.431e-01, eta: 3 days, 9:08:23, time: 1.001, data_time: 0.003, memory: 8482, top1_acc: 0.2251, top5_acc: 0.4458, loss_cls: 3.9049, loss: 3.9049, grad_norm: 0.9949 2020-10-06 13:55:33,685 - mmaction - INFO - Epoch [52][1320/1413] lr: 5.431e-01, eta: 3 days, 9:07:45, time: 0.996, data_time: 0.001, memory: 8482, top1_acc: 0.2263, top5_acc: 0.4443, loss_cls: 3.9276, loss: 3.9276, grad_norm: 1.0043 2020-10-06 13:55:53,760 - mmaction - INFO - Epoch [52][1340/1413] lr: 5.431e-01, eta: 3 days, 9:07:17, time: 1.005, data_time: 0.003, memory: 8482, top1_acc: 0.2240, top5_acc: 0.4487, loss_cls: 3.9118, loss: 3.9118, grad_norm: 0.9826 2020-10-06 13:56:13,642 - mmaction - INFO - Epoch [52][1360/1413] lr: 5.431e-01, eta: 3 days, 9:06:36, time: 0.992, data_time: 0.001, memory: 8482, top1_acc: 0.2292, top5_acc: 0.4587, loss_cls: 3.8590, loss: 3.8590, grad_norm: 1.0130 2020-10-06 13:56:33,529 - mmaction - INFO - Epoch [52][1380/1413] lr: 5.431e-01, eta: 3 days, 9:05:57, time: 0.995, data_time: 0.003, memory: 8482, top1_acc: 0.2197, top5_acc: 0.4397, loss_cls: 3.9231, loss: 3.9231, grad_norm: 1.0039 2020-10-06 13:56:53,472 - mmaction - INFO - Epoch [52][1400/1413] lr: 5.431e-01, eta: 3 days, 9:05:21, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2185, top5_acc: 0.4434, loss_cls: 3.9227, loss: 3.9227, grad_norm: 0.9860 2020-10-06 13:57:57,728 - mmaction - INFO - Epoch [53][20/1413] lr: 5.410e-01, eta: 3 days, 9:19:30, time: 2.540, data_time: 1.537, memory: 8482, top1_acc: 0.2191, top5_acc: 0.4482, loss_cls: 3.8918, loss: 3.8918, grad_norm: 1.0016 2020-10-06 13:58:17,452 - mmaction - INFO - Epoch [53][40/1413] lr: 5.410e-01, eta: 3 days, 9:18:39, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2253, top5_acc: 0.4510, loss_cls: 3.8807, loss: 3.8807, grad_norm: 0.9932 2020-10-06 13:58:37,398 - mmaction - INFO - Epoch [53][60/1413] lr: 5.410e-01, eta: 3 days, 9:18:00, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2219, top5_acc: 0.4401, loss_cls: 3.9026, loss: 3.9026, grad_norm: 0.9927 2020-10-06 13:58:57,294 - mmaction - INFO - Epoch [53][80/1413] lr: 5.410e-01, eta: 3 days, 9:17:19, time: 0.995, data_time: 0.003, memory: 8482, top1_acc: 0.2228, top5_acc: 0.4466, loss_cls: 3.8822, loss: 3.8822, grad_norm: 0.9884 2020-10-06 13:59:17,246 - mmaction - INFO - Epoch [53][100/1413] lr: 5.410e-01, eta: 3 days, 9:16:41, time: 0.997, data_time: 0.003, memory: 8482, top1_acc: 0.2296, top5_acc: 0.4495, loss_cls: 3.8778, loss: 3.8778, grad_norm: 1.0000 2020-10-06 13:59:37,163 - mmaction - INFO - Epoch [53][120/1413] lr: 5.410e-01, eta: 3 days, 9:16:02, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2257, top5_acc: 0.4456, loss_cls: 3.8829, loss: 3.8829, grad_norm: 1.0128 2020-10-06 13:59:57,122 - mmaction - INFO - Epoch [53][140/1413] lr: 5.410e-01, eta: 3 days, 9:15:24, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2113, top5_acc: 0.4493, loss_cls: 3.8957, loss: 3.8957, grad_norm: 0.9912 2020-10-06 14:00:17,692 - mmaction - INFO - Epoch [53][160/1413] lr: 5.410e-01, eta: 3 days, 9:15:17, time: 1.028, data_time: 0.003, memory: 8482, top1_acc: 0.2280, top5_acc: 0.4578, loss_cls: 3.8376, loss: 3.8376, grad_norm: 1.0038 2020-10-06 14:00:37,622 - mmaction - INFO - Epoch [53][180/1413] lr: 5.410e-01, eta: 3 days, 9:14:38, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2247, top5_acc: 0.4559, loss_cls: 3.8770, loss: 3.8770, grad_norm: 1.0094 2020-10-06 14:00:57,481 - mmaction - INFO - Epoch [53][200/1413] lr: 5.410e-01, eta: 3 days, 9:13:55, time: 0.992, data_time: 0.002, memory: 8482, top1_acc: 0.2156, top5_acc: 0.4335, loss_cls: 3.9560, loss: 3.9560, grad_norm: 1.0033 2020-10-06 14:01:17,567 - mmaction - INFO - Epoch [53][220/1413] lr: 5.410e-01, eta: 3 days, 9:13:24, time: 1.004, data_time: 0.003, memory: 8482, top1_acc: 0.2301, top5_acc: 0.4536, loss_cls: 3.8812, loss: 3.8812, grad_norm: 0.9956 2020-10-06 14:01:37,500 - mmaction - INFO - Epoch [53][240/1413] lr: 5.410e-01, eta: 3 days, 9:12:45, time: 0.996, data_time: 0.003, memory: 8482, top1_acc: 0.2217, top5_acc: 0.4409, loss_cls: 3.9126, loss: 3.9126, grad_norm: 0.9918 2020-10-06 14:01:57,525 - mmaction - INFO - Epoch [53][260/1413] lr: 5.410e-01, eta: 3 days, 9:12:12, time: 1.002, data_time: 0.002, memory: 8482, top1_acc: 0.2281, top5_acc: 0.4536, loss_cls: 3.8642, loss: 3.8642, grad_norm: 0.9843 2020-10-06 14:02:17,554 - mmaction - INFO - Epoch [53][280/1413] lr: 5.410e-01, eta: 3 days, 9:11:39, time: 1.002, data_time: 0.002, memory: 8482, top1_acc: 0.2301, top5_acc: 0.4538, loss_cls: 3.8823, loss: 3.8823, grad_norm: 1.0084 2020-10-06 14:02:37,477 - mmaction - INFO - Epoch [53][300/1413] lr: 5.410e-01, eta: 3 days, 9:11:00, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2285, top5_acc: 0.4458, loss_cls: 3.9098, loss: 3.9098, grad_norm: 0.9925 2020-10-06 14:02:57,409 - mmaction - INFO - Epoch [53][320/1413] lr: 5.410e-01, eta: 3 days, 9:10:22, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2290, top5_acc: 0.4495, loss_cls: 3.8982, loss: 3.8982, grad_norm: 0.9869 2020-10-06 14:03:17,465 - mmaction - INFO - Epoch [53][340/1413] lr: 5.410e-01, eta: 3 days, 9:09:50, time: 1.002, data_time: 0.002, memory: 8482, top1_acc: 0.2306, top5_acc: 0.4605, loss_cls: 3.8512, loss: 3.8512, grad_norm: 1.0125 2020-10-06 14:03:37,516 - mmaction - INFO - Epoch [53][360/1413] lr: 5.410e-01, eta: 3 days, 9:09:17, time: 1.002, data_time: 0.002, memory: 8482, top1_acc: 0.2190, top5_acc: 0.4396, loss_cls: 3.9396, loss: 3.9396, grad_norm: 0.9940 2020-10-06 14:03:57,458 - mmaction - INFO - Epoch [53][380/1413] lr: 5.410e-01, eta: 3 days, 9:08:41, time: 0.998, data_time: 0.003, memory: 8482, top1_acc: 0.2250, top5_acc: 0.4461, loss_cls: 3.9023, loss: 3.9023, grad_norm: 0.9819 2020-10-06 14:04:17,243 - mmaction - INFO - Epoch [53][400/1413] lr: 5.410e-01, eta: 3 days, 9:07:57, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.2307, top5_acc: 0.4523, loss_cls: 3.8599, loss: 3.8599, grad_norm: 0.9948 2020-10-06 14:04:37,203 - mmaction - INFO - Epoch [53][420/1413] lr: 5.410e-01, eta: 3 days, 9:07:20, time: 0.997, data_time: 0.001, memory: 8482, top1_acc: 0.2242, top5_acc: 0.4495, loss_cls: 3.8927, loss: 3.8927, grad_norm: 0.9983 2020-10-06 14:04:57,121 - mmaction - INFO - Epoch [53][440/1413] lr: 5.410e-01, eta: 3 days, 9:06:42, time: 0.995, data_time: 0.002, memory: 8482, top1_acc: 0.2264, top5_acc: 0.4544, loss_cls: 3.8807, loss: 3.8807, grad_norm: 1.0019 2020-10-06 14:05:17,103 - mmaction - INFO - Epoch [53][460/1413] lr: 5.410e-01, eta: 3 days, 9:06:08, time: 1.000, data_time: 0.003, memory: 8482, top1_acc: 0.2219, top5_acc: 0.4449, loss_cls: 3.8941, loss: 3.8941, grad_norm: 0.9999 2020-10-06 14:05:37,097 - mmaction - INFO - Epoch [53][480/1413] lr: 5.410e-01, eta: 3 days, 9:05:33, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2285, top5_acc: 0.4509, loss_cls: 3.8741, loss: 3.8741, grad_norm: 0.9913 2020-10-06 14:05:57,143 - mmaction - INFO - Epoch [53][500/1413] lr: 5.410e-01, eta: 3 days, 9:05:00, time: 1.001, data_time: 0.002, memory: 8482, top1_acc: 0.2215, top5_acc: 0.4470, loss_cls: 3.9090, loss: 3.9090, grad_norm: 1.0177 2020-10-06 14:06:17,227 - mmaction - INFO - Epoch [53][520/1413] lr: 5.410e-01, eta: 3 days, 9:04:32, time: 1.006, data_time: 0.004, memory: 8482, top1_acc: 0.2124, top5_acc: 0.4391, loss_cls: 3.9251, loss: 3.9251, grad_norm: 0.9837 2020-10-06 14:06:37,195 - mmaction - INFO - Epoch [53][540/1413] lr: 5.410e-01, eta: 3 days, 9:03:56, time: 0.998, data_time: 0.001, memory: 8482, top1_acc: 0.2326, top5_acc: 0.4517, loss_cls: 3.8829, loss: 3.8829, grad_norm: 0.9836 2020-10-06 14:06:57,184 - mmaction - INFO - Epoch [53][560/1413] lr: 5.410e-01, eta: 3 days, 9:03:23, time: 1.001, data_time: 0.003, memory: 8482, top1_acc: 0.2257, top5_acc: 0.4555, loss_cls: 3.8722, loss: 3.8722, grad_norm: 1.0199 2020-10-06 14:07:17,170 - mmaction - INFO - Epoch [53][580/1413] lr: 5.410e-01, eta: 3 days, 9:02:48, time: 0.999, data_time: 0.001, memory: 8482, top1_acc: 0.2216, top5_acc: 0.4474, loss_cls: 3.9067, loss: 3.9067, grad_norm: 1.0074 2020-10-06 14:07:37,258 - mmaction - INFO - Epoch [53][600/1413] lr: 5.410e-01, eta: 3 days, 9:02:19, time: 1.004, data_time: 0.001, memory: 8482, top1_acc: 0.2199, top5_acc: 0.4424, loss_cls: 3.9116, loss: 3.9116, grad_norm: 1.0007 2020-10-06 14:07:57,231 - mmaction - INFO - Epoch [53][620/1413] lr: 5.410e-01, eta: 3 days, 9:01:44, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2150, top5_acc: 0.4411, loss_cls: 3.9236, loss: 3.9236, grad_norm: 0.9986 2020-10-06 14:08:17,261 - mmaction - INFO - Epoch [53][640/1413] lr: 5.410e-01, eta: 3 days, 9:01:12, time: 1.001, data_time: 0.002, memory: 8482, top1_acc: 0.2195, top5_acc: 0.4451, loss_cls: 3.9131, loss: 3.9131, grad_norm: 0.9974 2020-10-06 14:08:37,294 - mmaction - INFO - Epoch [53][660/1413] lr: 5.410e-01, eta: 3 days, 9:00:41, time: 1.002, data_time: 0.002, memory: 8482, top1_acc: 0.2303, top5_acc: 0.4470, loss_cls: 3.8991, loss: 3.8991, grad_norm: 0.9889 2020-10-06 14:08:57,184 - mmaction - INFO - Epoch [53][680/1413] lr: 5.410e-01, eta: 3 days, 9:00:02, time: 0.994, data_time: 0.002, memory: 8482, top1_acc: 0.2214, top5_acc: 0.4410, loss_cls: 3.8990, loss: 3.8990, grad_norm: 0.9933 2020-10-06 14:09:17,118 - mmaction - INFO - Epoch [53][700/1413] lr: 5.410e-01, eta: 3 days, 8:59:26, time: 0.997, data_time: 0.003, memory: 8482, top1_acc: 0.2286, top5_acc: 0.4457, loss_cls: 3.8843, loss: 3.8843, grad_norm: 0.9978 2020-10-06 14:09:37,021 - mmaction - INFO - Epoch [53][720/1413] lr: 5.410e-01, eta: 3 days, 8:58:49, time: 0.995, data_time: 0.002, memory: 8482, top1_acc: 0.2189, top5_acc: 0.4426, loss_cls: 3.9345, loss: 3.9345, grad_norm: 1.0007 2020-10-06 14:09:56,916 - mmaction - INFO - Epoch [53][740/1413] lr: 5.410e-01, eta: 3 days, 8:58:11, time: 0.995, data_time: 0.003, memory: 8482, top1_acc: 0.2236, top5_acc: 0.4421, loss_cls: 3.9007, loss: 3.9007, grad_norm: 1.0062 2020-10-06 14:10:16,821 - mmaction - INFO - Epoch [53][760/1413] lr: 5.410e-01, eta: 3 days, 8:57:35, time: 0.996, data_time: 0.003, memory: 8482, top1_acc: 0.2164, top5_acc: 0.4427, loss_cls: 3.9274, loss: 3.9274, grad_norm: 0.9814 2020-10-06 14:10:36,757 - mmaction - INFO - Epoch [53][780/1413] lr: 5.410e-01, eta: 3 days, 8:57:00, time: 0.996, data_time: 0.001, memory: 8482, top1_acc: 0.2286, top5_acc: 0.4523, loss_cls: 3.8629, loss: 3.8629, grad_norm: 0.9919 2020-10-06 14:10:56,629 - mmaction - INFO - Epoch [53][800/1413] lr: 5.410e-01, eta: 3 days, 8:56:20, time: 0.992, data_time: 0.002, memory: 8482, top1_acc: 0.2233, top5_acc: 0.4431, loss_cls: 3.8987, loss: 3.8987, grad_norm: 1.0077 2020-10-06 14:11:16,637 - mmaction - INFO - Epoch [53][820/1413] lr: 5.410e-01, eta: 3 days, 8:55:49, time: 1.001, data_time: 0.003, memory: 8482, top1_acc: 0.2216, top5_acc: 0.4474, loss_cls: 3.8893, loss: 3.8893, grad_norm: 0.9948 2020-10-06 14:11:36,528 - mmaction - INFO - Epoch [53][840/1413] lr: 5.410e-01, eta: 3 days, 8:55:12, time: 0.995, data_time: 0.002, memory: 8482, top1_acc: 0.2207, top5_acc: 0.4392, loss_cls: 3.9366, loss: 3.9366, grad_norm: 0.9918 2020-10-06 14:11:56,566 - mmaction - INFO - Epoch [53][860/1413] lr: 5.410e-01, eta: 3 days, 8:54:41, time: 1.001, data_time: 0.002, memory: 8482, top1_acc: 0.2194, top5_acc: 0.4552, loss_cls: 3.8903, loss: 3.8903, grad_norm: 1.0040 2020-10-06 14:12:16,517 - mmaction - INFO - Epoch [53][880/1413] lr: 5.410e-01, eta: 3 days, 8:54:07, time: 0.998, data_time: 0.003, memory: 8482, top1_acc: 0.2283, top5_acc: 0.4495, loss_cls: 3.8715, loss: 3.8715, grad_norm: 1.0015 2020-10-06 14:12:36,365 - mmaction - INFO - Epoch [53][900/1413] lr: 5.410e-01, eta: 3 days, 8:53:27, time: 0.991, data_time: 0.002, memory: 8482, top1_acc: 0.2180, top5_acc: 0.4385, loss_cls: 3.9319, loss: 3.9319, grad_norm: 1.0131 2020-10-06 14:12:56,313 - mmaction - INFO - Epoch [53][920/1413] lr: 5.410e-01, eta: 3 days, 8:52:53, time: 0.998, data_time: 0.003, memory: 8482, top1_acc: 0.2214, top5_acc: 0.4388, loss_cls: 3.9258, loss: 3.9258, grad_norm: 0.9880 2020-10-06 14:13:16,319 - mmaction - INFO - Epoch [53][940/1413] lr: 5.410e-01, eta: 3 days, 8:52:22, time: 1.001, data_time: 0.003, memory: 8482, top1_acc: 0.2329, top5_acc: 0.4576, loss_cls: 3.8443, loss: 3.8443, grad_norm: 0.9832 2020-10-06 14:13:36,162 - mmaction - INFO - Epoch [53][960/1413] lr: 5.410e-01, eta: 3 days, 8:51:42, time: 0.991, data_time: 0.002, memory: 8482, top1_acc: 0.2264, top5_acc: 0.4507, loss_cls: 3.9006, loss: 3.9006, grad_norm: 1.0055 2020-10-06 14:13:56,138 - mmaction - INFO - Epoch [53][980/1413] lr: 5.410e-01, eta: 3 days, 8:51:11, time: 1.001, data_time: 0.004, memory: 8482, top1_acc: 0.2150, top5_acc: 0.4414, loss_cls: 3.9208, loss: 3.9208, grad_norm: 1.0089 2020-10-06 14:14:16,187 - mmaction - INFO - Epoch [53][1000/1413] lr: 5.410e-01, eta: 3 days, 8:50:41, time: 1.002, data_time: 0.001, memory: 8482, top1_acc: 0.2233, top5_acc: 0.4496, loss_cls: 3.8931, loss: 3.8931, grad_norm: 0.9954 2020-10-06 14:14:36,111 - mmaction - INFO - Epoch [53][1020/1413] lr: 5.410e-01, eta: 3 days, 8:50:06, time: 0.995, data_time: 0.002, memory: 8482, top1_acc: 0.2285, top5_acc: 0.4449, loss_cls: 3.8906, loss: 3.8906, grad_norm: 0.9877 2020-10-06 14:14:56,077 - mmaction - INFO - Epoch [53][1040/1413] lr: 5.410e-01, eta: 3 days, 8:49:34, time: 1.000, data_time: 0.003, memory: 8482, top1_acc: 0.2298, top5_acc: 0.4536, loss_cls: 3.8979, loss: 3.8979, grad_norm: 0.9974 2020-10-06 14:15:16,154 - mmaction - INFO - Epoch [53][1060/1413] lr: 5.410e-01, eta: 3 days, 8:49:05, time: 1.003, data_time: 0.001, memory: 8482, top1_acc: 0.2203, top5_acc: 0.4451, loss_cls: 3.9151, loss: 3.9151, grad_norm: 0.9971 2020-10-06 14:15:36,067 - mmaction - INFO - Epoch [53][1080/1413] lr: 5.410e-01, eta: 3 days, 8:48:30, time: 0.996, data_time: 0.003, memory: 8482, top1_acc: 0.2246, top5_acc: 0.4409, loss_cls: 3.9289, loss: 3.9289, grad_norm: 0.9890 2020-10-06 14:15:55,974 - mmaction - INFO - Epoch [53][1100/1413] lr: 5.410e-01, eta: 3 days, 8:47:55, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2214, top5_acc: 0.4382, loss_cls: 3.9045, loss: 3.9045, grad_norm: 0.9877 2020-10-06 14:16:15,944 - mmaction - INFO - Epoch [53][1120/1413] lr: 5.410e-01, eta: 3 days, 8:47:22, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2215, top5_acc: 0.4466, loss_cls: 3.8948, loss: 3.8948, grad_norm: 0.9913 2020-10-06 14:16:35,940 - mmaction - INFO - Epoch [53][1140/1413] lr: 5.410e-01, eta: 3 days, 8:46:51, time: 1.001, data_time: 0.002, memory: 8482, top1_acc: 0.2228, top5_acc: 0.4426, loss_cls: 3.8836, loss: 3.8836, grad_norm: 1.0206 2020-10-06 14:16:55,951 - mmaction - INFO - Epoch [53][1160/1413] lr: 5.410e-01, eta: 3 days, 8:46:19, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2156, top5_acc: 0.4396, loss_cls: 3.9229, loss: 3.9229, grad_norm: 0.9850 2020-10-06 14:17:15,775 - mmaction - INFO - Epoch [53][1180/1413] lr: 5.410e-01, eta: 3 days, 8:45:41, time: 0.992, data_time: 0.004, memory: 8482, top1_acc: 0.2257, top5_acc: 0.4526, loss_cls: 3.8974, loss: 3.8974, grad_norm: 1.0009 2020-10-06 14:17:35,758 - mmaction - INFO - Epoch [53][1200/1413] lr: 5.410e-01, eta: 3 days, 8:45:09, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2275, top5_acc: 0.4417, loss_cls: 3.9080, loss: 3.9080, grad_norm: 0.9924 2020-10-06 14:17:55,540 - mmaction - INFO - Epoch [53][1220/1413] lr: 5.410e-01, eta: 3 days, 8:44:30, time: 0.990, data_time: 0.003, memory: 8482, top1_acc: 0.2246, top5_acc: 0.4492, loss_cls: 3.8901, loss: 3.8901, grad_norm: 1.0002 2020-10-06 14:18:15,656 - mmaction - INFO - Epoch [53][1240/1413] lr: 5.410e-01, eta: 3 days, 8:44:03, time: 1.005, data_time: 0.003, memory: 8482, top1_acc: 0.2181, top5_acc: 0.4397, loss_cls: 3.9258, loss: 3.9258, grad_norm: 0.9996 2020-10-06 14:18:35,765 - mmaction - INFO - Epoch [53][1260/1413] lr: 5.410e-01, eta: 3 days, 8:43:37, time: 1.005, data_time: 0.002, memory: 8482, top1_acc: 0.2223, top5_acc: 0.4453, loss_cls: 3.9253, loss: 3.9253, grad_norm: 0.9858 2020-10-06 14:18:55,746 - mmaction - INFO - Epoch [53][1280/1413] lr: 5.410e-01, eta: 3 days, 8:43:05, time: 0.999, data_time: 0.004, memory: 8482, top1_acc: 0.2289, top5_acc: 0.4500, loss_cls: 3.8867, loss: 3.8867, grad_norm: 0.9946 2020-10-06 14:19:15,637 - mmaction - INFO - Epoch [53][1300/1413] lr: 5.410e-01, eta: 3 days, 8:42:31, time: 0.995, data_time: 0.003, memory: 8482, top1_acc: 0.2286, top5_acc: 0.4602, loss_cls: 3.8506, loss: 3.8506, grad_norm: 1.0093 2020-10-06 14:19:35,486 - mmaction - INFO - Epoch [53][1320/1413] lr: 5.410e-01, eta: 3 days, 8:41:55, time: 0.993, data_time: 0.002, memory: 8482, top1_acc: 0.2270, top5_acc: 0.4443, loss_cls: 3.9039, loss: 3.9039, grad_norm: 1.0036 2020-10-06 14:19:55,367 - mmaction - INFO - Epoch [53][1340/1413] lr: 5.410e-01, eta: 3 days, 8:41:19, time: 0.994, data_time: 0.002, memory: 8482, top1_acc: 0.2289, top5_acc: 0.4510, loss_cls: 3.8965, loss: 3.8965, grad_norm: 0.9917 2020-10-06 14:20:15,349 - mmaction - INFO - Epoch [53][1360/1413] lr: 5.410e-01, eta: 3 days, 8:40:47, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2229, top5_acc: 0.4470, loss_cls: 3.8917, loss: 3.8917, grad_norm: 1.0135 2020-10-06 14:20:35,251 - mmaction - INFO - Epoch [53][1380/1413] lr: 5.410e-01, eta: 3 days, 8:40:14, time: 0.997, data_time: 0.003, memory: 8482, top1_acc: 0.2165, top5_acc: 0.4441, loss_cls: 3.9096, loss: 3.9096, grad_norm: 0.9931 2020-10-06 14:20:55,179 - mmaction - INFO - Epoch [53][1400/1413] lr: 5.410e-01, eta: 3 days, 8:39:40, time: 0.995, data_time: 0.001, memory: 8482, top1_acc: 0.2250, top5_acc: 0.4504, loss_cls: 3.8952, loss: 3.8952, grad_norm: 0.9860 2020-10-06 14:22:03,564 - mmaction - INFO - Epoch [54][20/1413] lr: 5.388e-01, eta: 3 days, 8:52:43, time: 2.679, data_time: 1.602, memory: 8482, top1_acc: 0.2290, top5_acc: 0.4535, loss_cls: 3.8745, loss: 3.8745, grad_norm: 1.0181 2020-10-06 14:22:23,279 - mmaction - INFO - Epoch [54][40/1413] lr: 5.388e-01, eta: 3 days, 8:51:59, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2294, top5_acc: 0.4564, loss_cls: 3.8733, loss: 3.8733, grad_norm: 1.0113 2020-10-06 14:22:43,198 - mmaction - INFO - Epoch [54][60/1413] lr: 5.388e-01, eta: 3 days, 8:51:24, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2224, top5_acc: 0.4434, loss_cls: 3.8944, loss: 3.8944, grad_norm: 1.0137 2020-10-06 14:23:03,188 - mmaction - INFO - Epoch [54][80/1413] lr: 5.388e-01, eta: 3 days, 8:50:51, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2146, top5_acc: 0.4418, loss_cls: 3.9274, loss: 3.9274, grad_norm: 1.0070 2020-10-06 14:23:23,075 - mmaction - INFO - Epoch [54][100/1413] lr: 5.388e-01, eta: 3 days, 8:50:14, time: 0.994, data_time: 0.003, memory: 8482, top1_acc: 0.2348, top5_acc: 0.4492, loss_cls: 3.8462, loss: 3.8462, grad_norm: 0.9875 2020-10-06 14:23:42,953 - mmaction - INFO - Epoch [54][120/1413] lr: 5.388e-01, eta: 3 days, 8:49:37, time: 0.994, data_time: 0.002, memory: 8482, top1_acc: 0.2249, top5_acc: 0.4409, loss_cls: 3.9217, loss: 3.9217, grad_norm: 1.0079 2020-10-06 14:24:02,816 - mmaction - INFO - Epoch [54][140/1413] lr: 5.388e-01, eta: 3 days, 8:49:00, time: 0.993, data_time: 0.003, memory: 8482, top1_acc: 0.2310, top5_acc: 0.4538, loss_cls: 3.8644, loss: 3.8644, grad_norm: 1.0032 2020-10-06 14:24:22,866 - mmaction - INFO - Epoch [54][160/1413] lr: 5.388e-01, eta: 3 days, 8:48:29, time: 1.002, data_time: 0.003, memory: 8482, top1_acc: 0.2277, top5_acc: 0.4527, loss_cls: 3.8442, loss: 3.8442, grad_norm: 0.9994 2020-10-06 14:24:42,831 - mmaction - INFO - Epoch [54][180/1413] lr: 5.388e-01, eta: 3 days, 8:47:55, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2214, top5_acc: 0.4465, loss_cls: 3.8887, loss: 3.8887, grad_norm: 1.0090 2020-10-06 14:25:02,722 - mmaction - INFO - Epoch [54][200/1413] lr: 5.388e-01, eta: 3 days, 8:47:20, time: 0.995, data_time: 0.004, memory: 8482, top1_acc: 0.2223, top5_acc: 0.4460, loss_cls: 3.8931, loss: 3.8931, grad_norm: 0.9883 2020-10-06 14:25:22,780 - mmaction - INFO - Epoch [54][220/1413] lr: 5.388e-01, eta: 3 days, 8:46:50, time: 1.003, data_time: 0.002, memory: 8482, top1_acc: 0.2242, top5_acc: 0.4449, loss_cls: 3.9218, loss: 3.9218, grad_norm: 0.9952 2020-10-06 14:25:42,778 - mmaction - INFO - Epoch [54][240/1413] lr: 5.388e-01, eta: 3 days, 8:46:18, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2264, top5_acc: 0.4564, loss_cls: 3.8675, loss: 3.8675, grad_norm: 0.9967 2020-10-06 14:26:02,653 - mmaction - INFO - Epoch [54][260/1413] lr: 5.388e-01, eta: 3 days, 8:45:42, time: 0.995, data_time: 0.003, memory: 8482, top1_acc: 0.2237, top5_acc: 0.4398, loss_cls: 3.9284, loss: 3.9284, grad_norm: 1.0001 2020-10-06 14:26:22,621 - mmaction - INFO - Epoch [54][280/1413] lr: 5.388e-01, eta: 3 days, 8:45:09, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2268, top5_acc: 0.4441, loss_cls: 3.8938, loss: 3.8938, grad_norm: 0.9784 2020-10-06 14:26:42,723 - mmaction - INFO - Epoch [54][300/1413] lr: 5.388e-01, eta: 3 days, 8:44:42, time: 1.006, data_time: 0.002, memory: 8482, top1_acc: 0.2284, top5_acc: 0.4469, loss_cls: 3.9005, loss: 3.9005, grad_norm: 0.9933 2020-10-06 14:27:02,654 - mmaction - INFO - Epoch [54][320/1413] lr: 5.388e-01, eta: 3 days, 8:44:08, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2195, top5_acc: 0.4398, loss_cls: 3.9121, loss: 3.9121, grad_norm: 1.0135 2020-10-06 14:27:22,636 - mmaction - INFO - Epoch [54][340/1413] lr: 5.388e-01, eta: 3 days, 8:43:35, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2298, top5_acc: 0.4451, loss_cls: 3.9062, loss: 3.9062, grad_norm: 0.9959 2020-10-06 14:27:42,550 - mmaction - INFO - Epoch [54][360/1413] lr: 5.388e-01, eta: 3 days, 8:43:00, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2184, top5_acc: 0.4414, loss_cls: 3.9021, loss: 3.9021, grad_norm: 1.0046 2020-10-06 14:28:02,543 - mmaction - INFO - Epoch [54][380/1413] lr: 5.388e-01, eta: 3 days, 8:42:29, time: 1.000, data_time: 0.002, memory: 8482, top1_acc: 0.2191, top5_acc: 0.4490, loss_cls: 3.8736, loss: 3.8736, grad_norm: 1.0148 2020-10-06 14:28:22,559 - mmaction - INFO - Epoch [54][400/1413] lr: 5.388e-01, eta: 3 days, 8:41:58, time: 1.001, data_time: 0.003, memory: 8482, top1_acc: 0.2207, top5_acc: 0.4465, loss_cls: 3.8976, loss: 3.8976, grad_norm: 1.0129 2020-10-06 14:28:42,494 - mmaction - INFO - Epoch [54][420/1413] lr: 5.388e-01, eta: 3 days, 8:41:24, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2275, top5_acc: 0.4492, loss_cls: 3.8711, loss: 3.8711, grad_norm: 1.0003 2020-10-06 14:29:02,460 - mmaction - INFO - Epoch [54][440/1413] lr: 5.388e-01, eta: 3 days, 8:40:52, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2246, top5_acc: 0.4475, loss_cls: 3.8923, loss: 3.8923, grad_norm: 0.9995 2020-10-06 14:29:22,302 - mmaction - INFO - Epoch [54][460/1413] lr: 5.388e-01, eta: 3 days, 8:40:15, time: 0.992, data_time: 0.003, memory: 8482, top1_acc: 0.2245, top5_acc: 0.4547, loss_cls: 3.8828, loss: 3.8828, grad_norm: 1.0047 2020-10-06 14:29:42,249 - mmaction - INFO - Epoch [54][480/1413] lr: 5.388e-01, eta: 3 days, 8:39:42, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2180, top5_acc: 0.4393, loss_cls: 3.9528, loss: 3.9528, grad_norm: 0.9815 2020-10-06 14:30:02,158 - mmaction - INFO - Epoch [54][500/1413] lr: 5.388e-01, eta: 3 days, 8:39:08, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2254, top5_acc: 0.4518, loss_cls: 3.9021, loss: 3.9021, grad_norm: 1.0048 2020-10-06 14:30:21,196 - mmaction - INFO - Epoch [54][520/1413] lr: 5.388e-01, eta: 3 days, 8:38:00, time: 0.950, data_time: 0.002, memory: 8482, top1_acc: 0.2262, top5_acc: 0.4496, loss_cls: 3.8750, loss: 3.8750, grad_norm: 0.9970 2020-10-06 14:30:41,117 - mmaction - INFO - Epoch [54][540/1413] lr: 5.388e-01, eta: 3 days, 8:37:27, time: 0.997, data_time: 0.003, memory: 8482, top1_acc: 0.2232, top5_acc: 0.4492, loss_cls: 3.9020, loss: 3.9020, grad_norm: 0.9944 2020-10-06 14:31:01,015 - mmaction - INFO - Epoch [54][560/1413] lr: 5.388e-01, eta: 3 days, 8:36:52, time: 0.994, data_time: 0.002, memory: 8482, top1_acc: 0.2302, top5_acc: 0.4573, loss_cls: 3.8574, loss: 3.8574, grad_norm: 1.0042 2020-10-06 14:31:20,820 - mmaction - INFO - Epoch [54][580/1413] lr: 5.388e-01, eta: 3 days, 8:36:15, time: 0.991, data_time: 0.003, memory: 8482, top1_acc: 0.2212, top5_acc: 0.4451, loss_cls: 3.9227, loss: 3.9227, grad_norm: 0.9960 2020-10-06 14:31:40,801 - mmaction - INFO - Epoch [54][600/1413] lr: 5.388e-01, eta: 3 days, 8:35:43, time: 0.998, data_time: 0.001, memory: 8482, top1_acc: 0.2255, top5_acc: 0.4426, loss_cls: 3.9004, loss: 3.9004, grad_norm: 1.0234 2020-10-06 14:32:00,733 - mmaction - INFO - Epoch [54][620/1413] lr: 5.388e-01, eta: 3 days, 8:35:11, time: 0.998, data_time: 0.003, memory: 8482, top1_acc: 0.2230, top5_acc: 0.4406, loss_cls: 3.9079, loss: 3.9079, grad_norm: 0.9789 2020-10-06 14:32:20,659 - mmaction - INFO - Epoch [54][640/1413] lr: 5.388e-01, eta: 3 days, 8:34:37, time: 0.996, data_time: 0.001, memory: 8482, top1_acc: 0.2207, top5_acc: 0.4436, loss_cls: 3.9206, loss: 3.9206, grad_norm: 0.9932 2020-10-06 14:32:40,621 - mmaction - INFO - Epoch [54][660/1413] lr: 5.388e-01, eta: 3 days, 8:34:05, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2234, top5_acc: 0.4469, loss_cls: 3.9054, loss: 3.9054, grad_norm: 1.0018 2020-10-06 14:33:00,649 - mmaction - INFO - Epoch [54][680/1413] lr: 5.388e-01, eta: 3 days, 8:33:37, time: 1.002, data_time: 0.002, memory: 8482, top1_acc: 0.2242, top5_acc: 0.4531, loss_cls: 3.8658, loss: 3.8658, grad_norm: 0.9953 2020-10-06 14:33:20,607 - mmaction - INFO - Epoch [54][700/1413] lr: 5.388e-01, eta: 3 days, 8:33:04, time: 0.997, data_time: 0.001, memory: 8482, top1_acc: 0.2189, top5_acc: 0.4509, loss_cls: 3.9017, loss: 3.9017, grad_norm: 1.0052 2020-10-06 14:33:40,613 - mmaction - INFO - Epoch [54][720/1413] lr: 5.388e-01, eta: 3 days, 8:32:35, time: 1.001, data_time: 0.002, memory: 8482, top1_acc: 0.2229, top5_acc: 0.4478, loss_cls: 3.8999, loss: 3.8999, grad_norm: 1.0092 2020-10-06 14:34:00,525 - mmaction - INFO - Epoch [54][740/1413] lr: 5.388e-01, eta: 3 days, 8:32:01, time: 0.995, data_time: 0.001, memory: 8482, top1_acc: 0.2303, top5_acc: 0.4527, loss_cls: 3.8779, loss: 3.8779, grad_norm: 1.0063 2020-10-06 14:34:20,542 - mmaction - INFO - Epoch [54][760/1413] lr: 5.388e-01, eta: 3 days, 8:31:31, time: 1.000, data_time: 0.002, memory: 8482, top1_acc: 0.2241, top5_acc: 0.4451, loss_cls: 3.9034, loss: 3.9034, grad_norm: 0.9995 2020-10-06 14:34:40,626 - mmaction - INFO - Epoch [54][780/1413] lr: 5.388e-01, eta: 3 days, 8:31:05, time: 1.005, data_time: 0.002, memory: 8482, top1_acc: 0.2289, top5_acc: 0.4384, loss_cls: 3.8920, loss: 3.8920, grad_norm: 0.9893 2020-10-06 14:35:00,610 - mmaction - INFO - Epoch [54][800/1413] lr: 5.388e-01, eta: 3 days, 8:30:34, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2199, top5_acc: 0.4483, loss_cls: 3.9063, loss: 3.9063, grad_norm: 0.9974 2020-10-06 14:35:20,554 - mmaction - INFO - Epoch [54][820/1413] lr: 5.388e-01, eta: 3 days, 8:30:02, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2165, top5_acc: 0.4414, loss_cls: 3.9320, loss: 3.9320, grad_norm: 0.9933 2020-10-06 14:35:40,551 - mmaction - INFO - Epoch [54][840/1413] lr: 5.388e-01, eta: 3 days, 8:29:33, time: 1.001, data_time: 0.002, memory: 8482, top1_acc: 0.2199, top5_acc: 0.4449, loss_cls: 3.8991, loss: 3.8991, grad_norm: 1.0021 2020-10-06 14:36:00,638 - mmaction - INFO - Epoch [54][860/1413] lr: 5.388e-01, eta: 3 days, 8:29:06, time: 1.004, data_time: 0.002, memory: 8482, top1_acc: 0.2189, top5_acc: 0.4431, loss_cls: 3.9252, loss: 3.9252, grad_norm: 0.9998 2020-10-06 14:36:20,537 - mmaction - INFO - Epoch [54][880/1413] lr: 5.388e-01, eta: 3 days, 8:28:32, time: 0.994, data_time: 0.002, memory: 8482, top1_acc: 0.2203, top5_acc: 0.4371, loss_cls: 3.9197, loss: 3.9197, grad_norm: 0.9775 2020-10-06 14:36:40,506 - mmaction - INFO - Epoch [54][900/1413] lr: 5.388e-01, eta: 3 days, 8:28:02, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2313, top5_acc: 0.4460, loss_cls: 3.8782, loss: 3.8782, grad_norm: 0.9878 2020-10-06 14:37:00,514 - mmaction - INFO - Epoch [54][920/1413] lr: 5.388e-01, eta: 3 days, 8:27:32, time: 1.000, data_time: 0.002, memory: 8482, top1_acc: 0.2279, top5_acc: 0.4520, loss_cls: 3.8788, loss: 3.8788, grad_norm: 1.0142 2020-10-06 14:37:20,531 - mmaction - INFO - Epoch [54][940/1413] lr: 5.388e-01, eta: 3 days, 8:27:04, time: 1.002, data_time: 0.002, memory: 8482, top1_acc: 0.2268, top5_acc: 0.4530, loss_cls: 3.8848, loss: 3.8848, grad_norm: 1.0030 2020-10-06 14:37:40,427 - mmaction - INFO - Epoch [54][960/1413] lr: 5.388e-01, eta: 3 days, 8:26:29, time: 0.992, data_time: 0.001, memory: 8482, top1_acc: 0.2233, top5_acc: 0.4421, loss_cls: 3.9241, loss: 3.9241, grad_norm: 0.9927 2020-10-06 14:38:00,318 - mmaction - INFO - Epoch [54][980/1413] lr: 5.388e-01, eta: 3 days, 8:25:57, time: 0.997, data_time: 0.004, memory: 8482, top1_acc: 0.2324, top5_acc: 0.4603, loss_cls: 3.8979, loss: 3.8979, grad_norm: 0.9880 2020-10-06 14:38:20,131 - mmaction - INFO - Epoch [54][1000/1413] lr: 5.388e-01, eta: 3 days, 8:25:20, time: 0.989, data_time: 0.001, memory: 8482, top1_acc: 0.2272, top5_acc: 0.4460, loss_cls: 3.9030, loss: 3.9030, grad_norm: 0.9920 2020-10-06 14:38:40,058 - mmaction - INFO - Epoch [54][1020/1413] lr: 5.388e-01, eta: 3 days, 8:24:49, time: 0.997, data_time: 0.003, memory: 8482, top1_acc: 0.2184, top5_acc: 0.4437, loss_cls: 3.9187, loss: 3.9187, grad_norm: 1.0095 2020-10-06 14:39:00,030 - mmaction - INFO - Epoch [54][1040/1413] lr: 5.388e-01, eta: 3 days, 8:24:18, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2267, top5_acc: 0.4480, loss_cls: 3.8693, loss: 3.8693, grad_norm: 1.0123 2020-10-06 14:39:20,101 - mmaction - INFO - Epoch [54][1060/1413] lr: 5.388e-01, eta: 3 days, 8:23:51, time: 1.003, data_time: 0.003, memory: 8482, top1_acc: 0.2276, top5_acc: 0.4531, loss_cls: 3.8718, loss: 3.8718, grad_norm: 0.9979 2020-10-06 14:39:40,036 - mmaction - INFO - Epoch [54][1080/1413] lr: 5.388e-01, eta: 3 days, 8:23:20, time: 0.998, data_time: 0.003, memory: 8482, top1_acc: 0.2311, top5_acc: 0.4564, loss_cls: 3.8753, loss: 3.8753, grad_norm: 1.0112 2020-10-06 14:39:59,969 - mmaction - INFO - Epoch [54][1100/1413] lr: 5.388e-01, eta: 3 days, 8:22:48, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2305, top5_acc: 0.4499, loss_cls: 3.9027, loss: 3.9027, grad_norm: 0.9996 2020-10-06 14:40:19,988 - mmaction - INFO - Epoch [54][1120/1413] lr: 5.388e-01, eta: 3 days, 8:22:20, time: 1.001, data_time: 0.002, memory: 8482, top1_acc: 0.2303, top5_acc: 0.4477, loss_cls: 3.8949, loss: 3.8949, grad_norm: 0.9911 2020-10-06 14:40:39,890 - mmaction - INFO - Epoch [54][1140/1413] lr: 5.388e-01, eta: 3 days, 8:21:47, time: 0.995, data_time: 0.002, memory: 8482, top1_acc: 0.2297, top5_acc: 0.4482, loss_cls: 3.8565, loss: 3.8565, grad_norm: 0.9961 2020-10-06 14:40:59,730 - mmaction - INFO - Epoch [54][1160/1413] lr: 5.388e-01, eta: 3 days, 8:21:13, time: 0.992, data_time: 0.002, memory: 8482, top1_acc: 0.2250, top5_acc: 0.4540, loss_cls: 3.8534, loss: 3.8534, grad_norm: 0.9959 2020-10-06 14:41:19,573 - mmaction - INFO - Epoch [54][1180/1413] lr: 5.388e-01, eta: 3 days, 8:20:38, time: 0.991, data_time: 0.002, memory: 8482, top1_acc: 0.2204, top5_acc: 0.4474, loss_cls: 3.8671, loss: 3.8671, grad_norm: 1.0010 2020-10-06 14:41:39,364 - mmaction - INFO - Epoch [54][1200/1413] lr: 5.388e-01, eta: 3 days, 8:20:02, time: 0.990, data_time: 0.003, memory: 8482, top1_acc: 0.2243, top5_acc: 0.4462, loss_cls: 3.9251, loss: 3.9251, grad_norm: 0.9940 2020-10-06 14:41:59,332 - mmaction - INFO - Epoch [54][1220/1413] lr: 5.388e-01, eta: 3 days, 8:19:32, time: 0.999, data_time: 0.003, memory: 8482, top1_acc: 0.2211, top5_acc: 0.4461, loss_cls: 3.9122, loss: 3.9122, grad_norm: 0.9867 2020-10-06 14:42:19,421 - mmaction - INFO - Epoch [54][1240/1413] lr: 5.388e-01, eta: 3 days, 8:19:07, time: 1.005, data_time: 0.002, memory: 8482, top1_acc: 0.2296, top5_acc: 0.4445, loss_cls: 3.8996, loss: 3.8996, grad_norm: 1.0019 2020-10-06 14:42:39,443 - mmaction - INFO - Epoch [54][1260/1413] lr: 5.388e-01, eta: 3 days, 8:18:38, time: 1.000, data_time: 0.002, memory: 8482, top1_acc: 0.2310, top5_acc: 0.4551, loss_cls: 3.8643, loss: 3.8643, grad_norm: 0.9994 2020-10-06 14:42:59,327 - mmaction - INFO - Epoch [54][1280/1413] lr: 5.388e-01, eta: 3 days, 8:18:06, time: 0.995, data_time: 0.003, memory: 8482, top1_acc: 0.2327, top5_acc: 0.4591, loss_cls: 3.8720, loss: 3.8720, grad_norm: 0.9989 2020-10-06 14:43:19,215 - mmaction - INFO - Epoch [54][1300/1413] lr: 5.388e-01, eta: 3 days, 8:17:33, time: 0.994, data_time: 0.002, memory: 8482, top1_acc: 0.2202, top5_acc: 0.4401, loss_cls: 3.9353, loss: 3.9353, grad_norm: 0.9831 2020-10-06 14:43:39,064 - mmaction - INFO - Epoch [54][1320/1413] lr: 5.388e-01, eta: 3 days, 8:16:59, time: 0.992, data_time: 0.002, memory: 8482, top1_acc: 0.2229, top5_acc: 0.4452, loss_cls: 3.9066, loss: 3.9066, grad_norm: 0.9905 2020-10-06 14:43:59,070 - mmaction - INFO - Epoch [54][1340/1413] lr: 5.388e-01, eta: 3 days, 8:16:31, time: 1.001, data_time: 0.003, memory: 8482, top1_acc: 0.2266, top5_acc: 0.4443, loss_cls: 3.8960, loss: 3.8960, grad_norm: 0.9974 2020-10-06 14:44:19,033 - mmaction - INFO - Epoch [54][1360/1413] lr: 5.388e-01, eta: 3 days, 8:16:02, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2233, top5_acc: 0.4474, loss_cls: 3.8806, loss: 3.8806, grad_norm: 1.0064 2020-10-06 14:44:38,982 - mmaction - INFO - Epoch [54][1380/1413] lr: 5.388e-01, eta: 3 days, 8:15:30, time: 0.995, data_time: 0.001, memory: 8482, top1_acc: 0.2271, top5_acc: 0.4431, loss_cls: 3.9404, loss: 3.9404, grad_norm: 0.9979 2020-10-06 14:44:58,860 - mmaction - INFO - Epoch [54][1400/1413] lr: 5.388e-01, eta: 3 days, 8:14:58, time: 0.994, data_time: 0.004, memory: 8482, top1_acc: 0.2314, top5_acc: 0.4439, loss_cls: 3.8964, loss: 3.8964, grad_norm: 0.9968 2020-10-06 14:46:02,920 - mmaction - INFO - Epoch [55][20/1413] lr: 5.365e-01, eta: 3 days, 8:24:15, time: 2.549, data_time: 1.396, memory: 8482, top1_acc: 0.2263, top5_acc: 0.4540, loss_cls: 3.8645, loss: 3.8645, grad_norm: 1.0024 2020-10-06 14:46:22,654 - mmaction - INFO - Epoch [55][40/1413] lr: 5.365e-01, eta: 3 days, 8:23:35, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2288, top5_acc: 0.4462, loss_cls: 3.8776, loss: 3.8776, grad_norm: 1.0052 2020-10-06 14:46:42,524 - mmaction - INFO - Epoch [55][60/1413] lr: 5.365e-01, eta: 3 days, 8:23:01, time: 0.993, data_time: 0.003, memory: 8482, top1_acc: 0.2224, top5_acc: 0.4389, loss_cls: 3.9300, loss: 3.9300, grad_norm: 0.9951 2020-10-06 14:47:02,332 - mmaction - INFO - Epoch [55][80/1413] lr: 5.365e-01, eta: 3 days, 8:22:26, time: 0.992, data_time: 0.003, memory: 8482, top1_acc: 0.2236, top5_acc: 0.4583, loss_cls: 3.8617, loss: 3.8617, grad_norm: 1.0153 2020-10-06 14:47:22,233 - mmaction - INFO - Epoch [55][100/1413] lr: 5.365e-01, eta: 3 days, 8:21:53, time: 0.994, data_time: 0.001, memory: 8482, top1_acc: 0.2267, top5_acc: 0.4531, loss_cls: 3.8913, loss: 3.8913, grad_norm: 1.0091 2020-10-06 14:47:42,159 - mmaction - INFO - Epoch [55][120/1413] lr: 5.365e-01, eta: 3 days, 8:21:21, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2207, top5_acc: 0.4434, loss_cls: 3.9175, loss: 3.9175, grad_norm: 0.9990 2020-10-06 14:48:01,995 - mmaction - INFO - Epoch [55][140/1413] lr: 5.365e-01, eta: 3 days, 8:20:46, time: 0.992, data_time: 0.003, memory: 8482, top1_acc: 0.2260, top5_acc: 0.4549, loss_cls: 3.9069, loss: 3.9069, grad_norm: 1.0058 2020-10-06 14:48:21,966 - mmaction - INFO - Epoch [55][160/1413] lr: 5.365e-01, eta: 3 days, 8:20:16, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2207, top5_acc: 0.4457, loss_cls: 3.9151, loss: 3.9151, grad_norm: 1.0088 2020-10-06 14:48:41,983 - mmaction - INFO - Epoch [55][180/1413] lr: 5.365e-01, eta: 3 days, 8:19:47, time: 1.000, data_time: 0.002, memory: 8482, top1_acc: 0.2284, top5_acc: 0.4505, loss_cls: 3.8636, loss: 3.8636, grad_norm: 0.9912 2020-10-06 14:49:01,899 - mmaction - INFO - Epoch [55][200/1413] lr: 5.365e-01, eta: 3 days, 8:19:14, time: 0.995, data_time: 0.002, memory: 8482, top1_acc: 0.2314, top5_acc: 0.4540, loss_cls: 3.8799, loss: 3.8799, grad_norm: 1.0119 2020-10-06 14:49:21,836 - mmaction - INFO - Epoch [55][220/1413] lr: 5.365e-01, eta: 3 days, 8:18:44, time: 0.999, data_time: 0.003, memory: 8482, top1_acc: 0.2172, top5_acc: 0.4415, loss_cls: 3.9411, loss: 3.9411, grad_norm: 0.9986 2020-10-06 14:49:41,825 - mmaction - INFO - Epoch [55][240/1413] lr: 5.365e-01, eta: 3 days, 8:18:13, time: 0.998, data_time: 0.001, memory: 8482, top1_acc: 0.2288, top5_acc: 0.4483, loss_cls: 3.9088, loss: 3.9088, grad_norm: 0.9932 2020-10-06 14:50:01,806 - mmaction - INFO - Epoch [55][260/1413] lr: 5.365e-01, eta: 3 days, 8:17:43, time: 0.999, data_time: 0.003, memory: 8482, top1_acc: 0.2246, top5_acc: 0.4557, loss_cls: 3.8430, loss: 3.8430, grad_norm: 1.0096 2020-10-06 14:50:21,768 - mmaction - INFO - Epoch [55][280/1413] lr: 5.365e-01, eta: 3 days, 8:17:13, time: 0.999, data_time: 0.003, memory: 8482, top1_acc: 0.2281, top5_acc: 0.4546, loss_cls: 3.8453, loss: 3.8453, grad_norm: 0.9980 2020-10-06 14:50:41,803 - mmaction - INFO - Epoch [55][300/1413] lr: 5.365e-01, eta: 3 days, 8:16:45, time: 1.001, data_time: 0.002, memory: 8482, top1_acc: 0.2258, top5_acc: 0.4548, loss_cls: 3.8879, loss: 3.8879, grad_norm: 1.0225 2020-10-06 14:51:01,651 - mmaction - INFO - Epoch [55][320/1413] lr: 5.365e-01, eta: 3 days, 8:16:11, time: 0.993, data_time: 0.003, memory: 8482, top1_acc: 0.2305, top5_acc: 0.4531, loss_cls: 3.8758, loss: 3.8758, grad_norm: 0.9926 2020-10-06 14:51:21,592 - mmaction - INFO - Epoch [55][340/1413] lr: 5.365e-01, eta: 3 days, 8:15:40, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2302, top5_acc: 0.4530, loss_cls: 3.8454, loss: 3.8454, grad_norm: 1.0146 2020-10-06 14:51:41,591 - mmaction - INFO - Epoch [55][360/1413] lr: 5.365e-01, eta: 3 days, 8:15:11, time: 1.001, data_time: 0.003, memory: 8482, top1_acc: 0.2245, top5_acc: 0.4570, loss_cls: 3.8696, loss: 3.8696, grad_norm: 1.0033 2020-10-06 14:52:01,496 - mmaction - INFO - Epoch [55][380/1413] lr: 5.365e-01, eta: 3 days, 8:14:39, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2359, top5_acc: 0.4661, loss_cls: 3.8149, loss: 3.8149, grad_norm: 0.9940 2020-10-06 14:52:21,481 - mmaction - INFO - Epoch [55][400/1413] lr: 5.365e-01, eta: 3 days, 8:14:10, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2184, top5_acc: 0.4421, loss_cls: 3.9280, loss: 3.9280, grad_norm: 1.0138 2020-10-06 14:52:41,441 - mmaction - INFO - Epoch [55][420/1413] lr: 5.365e-01, eta: 3 days, 8:13:39, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2268, top5_acc: 0.4490, loss_cls: 3.8634, loss: 3.8634, grad_norm: 0.9849 2020-10-06 14:53:01,359 - mmaction - INFO - Epoch [55][440/1413] lr: 5.365e-01, eta: 3 days, 8:13:08, time: 0.997, data_time: 0.004, memory: 8482, top1_acc: 0.2263, top5_acc: 0.4530, loss_cls: 3.8842, loss: 3.8842, grad_norm: 1.0167 2020-10-06 14:53:21,299 - mmaction - INFO - Epoch [55][460/1413] lr: 5.365e-01, eta: 3 days, 8:12:38, time: 0.997, data_time: 0.003, memory: 8482, top1_acc: 0.2228, top5_acc: 0.4576, loss_cls: 3.8717, loss: 3.8717, grad_norm: 1.0002 2020-10-06 14:53:41,303 - mmaction - INFO - Epoch [55][480/1413] lr: 5.365e-01, eta: 3 days, 8:12:09, time: 1.000, data_time: 0.002, memory: 8482, top1_acc: 0.2281, top5_acc: 0.4645, loss_cls: 3.8159, loss: 3.8159, grad_norm: 0.9923 2020-10-06 14:54:01,239 - mmaction - INFO - Epoch [55][500/1413] lr: 5.365e-01, eta: 3 days, 8:11:38, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2260, top5_acc: 0.4471, loss_cls: 3.8903, loss: 3.8903, grad_norm: 1.0156 2020-10-06 14:54:21,176 - mmaction - INFO - Epoch [55][520/1413] lr: 5.365e-01, eta: 3 days, 8:11:07, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2255, top5_acc: 0.4458, loss_cls: 3.8878, loss: 3.8878, grad_norm: 1.0042 2020-10-06 14:54:41,121 - mmaction - INFO - Epoch [55][540/1413] lr: 5.365e-01, eta: 3 days, 8:10:37, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2303, top5_acc: 0.4576, loss_cls: 3.8776, loss: 3.8776, grad_norm: 1.0052 2020-10-06 14:55:01,040 - mmaction - INFO - Epoch [55][560/1413] lr: 5.365e-01, eta: 3 days, 8:10:06, time: 0.995, data_time: 0.002, memory: 8482, top1_acc: 0.2227, top5_acc: 0.4436, loss_cls: 3.9060, loss: 3.9060, grad_norm: 0.9946 2020-10-06 14:55:20,975 - mmaction - INFO - Epoch [55][580/1413] lr: 5.365e-01, eta: 3 days, 8:09:35, time: 0.997, data_time: 0.003, memory: 8482, top1_acc: 0.2245, top5_acc: 0.4496, loss_cls: 3.9090, loss: 3.9090, grad_norm: 1.0043 2020-10-06 14:55:41,065 - mmaction - INFO - Epoch [55][600/1413] lr: 5.365e-01, eta: 3 days, 8:09:09, time: 1.004, data_time: 0.002, memory: 8482, top1_acc: 0.2207, top5_acc: 0.4520, loss_cls: 3.9039, loss: 3.9039, grad_norm: 1.0126 2020-10-06 14:56:01,069 - mmaction - INFO - Epoch [55][620/1413] lr: 5.365e-01, eta: 3 days, 8:08:41, time: 1.001, data_time: 0.003, memory: 8482, top1_acc: 0.2191, top5_acc: 0.4346, loss_cls: 3.9272, loss: 3.9272, grad_norm: 0.9995 2020-10-06 14:56:20,962 - mmaction - INFO - Epoch [55][640/1413] lr: 5.365e-01, eta: 3 days, 8:08:10, time: 0.995, data_time: 0.002, memory: 8482, top1_acc: 0.2177, top5_acc: 0.4449, loss_cls: 3.9180, loss: 3.9180, grad_norm: 1.0188 2020-10-06 14:56:40,792 - mmaction - INFO - Epoch [55][660/1413] lr: 5.365e-01, eta: 3 days, 8:07:36, time: 0.992, data_time: 0.002, memory: 8482, top1_acc: 0.2305, top5_acc: 0.4518, loss_cls: 3.8911, loss: 3.8911, grad_norm: 0.9768 2020-10-06 14:57:00,740 - mmaction - INFO - Epoch [55][680/1413] lr: 5.365e-01, eta: 3 days, 8:07:06, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2266, top5_acc: 0.4449, loss_cls: 3.8931, loss: 3.8931, grad_norm: 1.0006 2020-10-06 14:57:20,611 - mmaction - INFO - Epoch [55][700/1413] lr: 5.365e-01, eta: 3 days, 8:06:33, time: 0.993, data_time: 0.003, memory: 8482, top1_acc: 0.2305, top5_acc: 0.4589, loss_cls: 3.8826, loss: 3.8826, grad_norm: 0.9960 2020-10-06 14:57:40,530 - mmaction - INFO - Epoch [55][720/1413] lr: 5.365e-01, eta: 3 days, 8:06:04, time: 0.998, data_time: 0.003, memory: 8482, top1_acc: 0.2242, top5_acc: 0.4484, loss_cls: 3.8914, loss: 3.8914, grad_norm: 1.0132 2020-10-06 14:58:00,442 - mmaction - INFO - Epoch [55][740/1413] lr: 5.365e-01, eta: 3 days, 8:05:33, time: 0.995, data_time: 0.001, memory: 8482, top1_acc: 0.2283, top5_acc: 0.4585, loss_cls: 3.8341, loss: 3.8341, grad_norm: 1.0092 2020-10-06 14:58:20,455 - mmaction - INFO - Epoch [55][760/1413] lr: 5.365e-01, eta: 3 days, 8:05:05, time: 1.000, data_time: 0.002, memory: 8482, top1_acc: 0.2268, top5_acc: 0.4453, loss_cls: 3.9158, loss: 3.9158, grad_norm: 0.9991 2020-10-06 14:58:40,357 - mmaction - INFO - Epoch [55][780/1413] lr: 5.365e-01, eta: 3 days, 8:04:34, time: 0.995, data_time: 0.002, memory: 8482, top1_acc: 0.2283, top5_acc: 0.4497, loss_cls: 3.8636, loss: 3.8636, grad_norm: 0.9891 2020-10-06 14:59:00,317 - mmaction - INFO - Epoch [55][800/1413] lr: 5.365e-01, eta: 3 days, 8:04:04, time: 0.997, data_time: 0.001, memory: 8482, top1_acc: 0.2294, top5_acc: 0.4643, loss_cls: 3.8461, loss: 3.8461, grad_norm: 1.0295 2020-10-06 14:59:20,187 - mmaction - INFO - Epoch [55][820/1413] lr: 5.365e-01, eta: 3 days, 8:03:32, time: 0.994, data_time: 0.002, memory: 8482, top1_acc: 0.2164, top5_acc: 0.4376, loss_cls: 3.9394, loss: 3.9394, grad_norm: 1.0042 2020-10-06 14:59:40,139 - mmaction - INFO - Epoch [55][840/1413] lr: 5.365e-01, eta: 3 days, 8:03:03, time: 0.997, data_time: 0.001, memory: 8482, top1_acc: 0.2279, top5_acc: 0.4441, loss_cls: 3.8978, loss: 3.8978, grad_norm: 1.0004 2020-10-06 15:00:00,076 - mmaction - INFO - Epoch [55][860/1413] lr: 5.365e-01, eta: 3 days, 8:02:33, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2293, top5_acc: 0.4465, loss_cls: 3.8705, loss: 3.8705, grad_norm: 0.9904 2020-10-06 15:00:20,739 - mmaction - INFO - Epoch [55][880/1413] lr: 5.365e-01, eta: 3 days, 8:02:25, time: 1.033, data_time: 0.002, memory: 8482, top1_acc: 0.2227, top5_acc: 0.4423, loss_cls: 3.9396, loss: 3.9396, grad_norm: 1.0008 2020-10-06 15:00:40,825 - mmaction - INFO - Epoch [55][900/1413] lr: 5.365e-01, eta: 3 days, 8:02:00, time: 1.004, data_time: 0.003, memory: 8482, top1_acc: 0.2253, top5_acc: 0.4462, loss_cls: 3.8865, loss: 3.8865, grad_norm: 1.0121 2020-10-06 15:01:00,765 - mmaction - INFO - Epoch [55][920/1413] lr: 5.365e-01, eta: 3 days, 8:01:30, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2228, top5_acc: 0.4437, loss_cls: 3.9122, loss: 3.9122, grad_norm: 1.0064 2020-10-06 15:01:20,746 - mmaction - INFO - Epoch [55][940/1413] lr: 5.365e-01, eta: 3 days, 8:01:01, time: 0.999, data_time: 0.003, memory: 8482, top1_acc: 0.2281, top5_acc: 0.4491, loss_cls: 3.8601, loss: 3.8601, grad_norm: 1.0183 2020-10-06 15:01:40,633 - mmaction - INFO - Epoch [55][960/1413] lr: 5.365e-01, eta: 3 days, 8:00:29, time: 0.993, data_time: 0.002, memory: 8482, top1_acc: 0.2232, top5_acc: 0.4486, loss_cls: 3.8500, loss: 3.8500, grad_norm: 1.0175 2020-10-06 15:02:00,631 - mmaction - INFO - Epoch [55][980/1413] lr: 5.365e-01, eta: 3 days, 8:00:02, time: 1.001, data_time: 0.004, memory: 8482, top1_acc: 0.2171, top5_acc: 0.4435, loss_cls: 3.9003, loss: 3.9003, grad_norm: 1.0004 2020-10-06 15:02:20,575 - mmaction - INFO - Epoch [55][1000/1413] lr: 5.365e-01, eta: 3 days, 7:59:33, time: 0.999, data_time: 0.003, memory: 8482, top1_acc: 0.2251, top5_acc: 0.4500, loss_cls: 3.8984, loss: 3.8984, grad_norm: 0.9969 2020-10-06 15:02:40,637 - mmaction - INFO - Epoch [55][1020/1413] lr: 5.365e-01, eta: 3 days, 7:59:07, time: 1.003, data_time: 0.002, memory: 8482, top1_acc: 0.2267, top5_acc: 0.4474, loss_cls: 3.9069, loss: 3.9069, grad_norm: 0.9991 2020-10-06 15:03:00,569 - mmaction - INFO - Epoch [55][1040/1413] lr: 5.365e-01, eta: 3 days, 7:58:37, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2259, top5_acc: 0.4542, loss_cls: 3.8646, loss: 3.8646, grad_norm: 1.0153 2020-10-06 15:03:20,604 - mmaction - INFO - Epoch [55][1060/1413] lr: 5.365e-01, eta: 3 days, 7:58:10, time: 1.001, data_time: 0.002, memory: 8482, top1_acc: 0.2302, top5_acc: 0.4561, loss_cls: 3.8818, loss: 3.8818, grad_norm: 1.0203 2020-10-06 15:03:40,511 - mmaction - INFO - Epoch [55][1080/1413] lr: 5.365e-01, eta: 3 days, 7:57:41, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2199, top5_acc: 0.4462, loss_cls: 3.8965, loss: 3.8965, grad_norm: 0.9989 2020-10-06 15:04:00,316 - mmaction - INFO - Epoch [55][1100/1413] lr: 5.365e-01, eta: 3 days, 7:57:06, time: 0.988, data_time: 0.001, memory: 8482, top1_acc: 0.2232, top5_acc: 0.4470, loss_cls: 3.9239, loss: 3.9239, grad_norm: 1.0106 2020-10-06 15:04:20,214 - mmaction - INFO - Epoch [55][1120/1413] lr: 5.365e-01, eta: 3 days, 7:56:37, time: 0.996, data_time: 0.003, memory: 8482, top1_acc: 0.2290, top5_acc: 0.4487, loss_cls: 3.9132, loss: 3.9132, grad_norm: 0.9984 2020-10-06 15:04:40,077 - mmaction - INFO - Epoch [55][1140/1413] lr: 5.365e-01, eta: 3 days, 7:56:05, time: 0.992, data_time: 0.001, memory: 8482, top1_acc: 0.2194, top5_acc: 0.4462, loss_cls: 3.9305, loss: 3.9305, grad_norm: 1.0051 2020-10-06 15:05:00,050 - mmaction - INFO - Epoch [55][1160/1413] lr: 5.365e-01, eta: 3 days, 7:55:36, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2201, top5_acc: 0.4491, loss_cls: 3.8579, loss: 3.8579, grad_norm: 0.9853 2020-10-06 15:05:19,928 - mmaction - INFO - Epoch [55][1180/1413] lr: 5.365e-01, eta: 3 days, 7:55:05, time: 0.994, data_time: 0.003, memory: 8482, top1_acc: 0.2292, top5_acc: 0.4589, loss_cls: 3.8539, loss: 3.8539, grad_norm: 1.0240 2020-10-06 15:05:39,895 - mmaction - INFO - Epoch [55][1200/1413] lr: 5.365e-01, eta: 3 days, 7:54:37, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2229, top5_acc: 0.4444, loss_cls: 3.8941, loss: 3.8941, grad_norm: 1.0118 2020-10-06 15:05:59,863 - mmaction - INFO - Epoch [55][1220/1413] lr: 5.365e-01, eta: 3 days, 7:54:08, time: 0.999, data_time: 0.003, memory: 8482, top1_acc: 0.2148, top5_acc: 0.4358, loss_cls: 3.9414, loss: 3.9414, grad_norm: 1.0032 2020-10-06 15:06:19,814 - mmaction - INFO - Epoch [55][1240/1413] lr: 5.365e-01, eta: 3 days, 7:53:39, time: 0.997, data_time: 0.003, memory: 8482, top1_acc: 0.2324, top5_acc: 0.4465, loss_cls: 3.8795, loss: 3.8795, grad_norm: 0.9891 2020-10-06 15:06:39,894 - mmaction - INFO - Epoch [55][1260/1413] lr: 5.365e-01, eta: 3 days, 7:53:15, time: 1.004, data_time: 0.003, memory: 8482, top1_acc: 0.2195, top5_acc: 0.4518, loss_cls: 3.8745, loss: 3.8745, grad_norm: 1.0201 2020-10-06 15:06:59,769 - mmaction - INFO - Epoch [55][1280/1413] lr: 5.365e-01, eta: 3 days, 7:52:44, time: 0.994, data_time: 0.003, memory: 8482, top1_acc: 0.2247, top5_acc: 0.4421, loss_cls: 3.9333, loss: 3.9333, grad_norm: 1.0159 2020-10-06 15:07:19,757 - mmaction - INFO - Epoch [55][1300/1413] lr: 5.365e-01, eta: 3 days, 7:52:17, time: 1.000, data_time: 0.002, memory: 8482, top1_acc: 0.2204, top5_acc: 0.4457, loss_cls: 3.9130, loss: 3.9130, grad_norm: 0.9930 2020-10-06 15:07:39,715 - mmaction - INFO - Epoch [55][1320/1413] lr: 5.365e-01, eta: 3 days, 7:51:48, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2316, top5_acc: 0.4573, loss_cls: 3.8449, loss: 3.8449, grad_norm: 0.9966 2020-10-06 15:07:59,650 - mmaction - INFO - Epoch [55][1340/1413] lr: 5.365e-01, eta: 3 days, 7:51:19, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2251, top5_acc: 0.4492, loss_cls: 3.8755, loss: 3.8755, grad_norm: 1.0258 2020-10-06 15:08:19,643 - mmaction - INFO - Epoch [55][1360/1413] lr: 5.365e-01, eta: 3 days, 7:50:52, time: 1.000, data_time: 0.003, memory: 8482, top1_acc: 0.2277, top5_acc: 0.4488, loss_cls: 3.9074, loss: 3.9074, grad_norm: 1.0061 2020-10-06 15:08:39,601 - mmaction - INFO - Epoch [55][1380/1413] lr: 5.365e-01, eta: 3 days, 7:50:24, time: 0.999, data_time: 0.003, memory: 8482, top1_acc: 0.2143, top5_acc: 0.4458, loss_cls: 3.9100, loss: 3.9100, grad_norm: 1.0047 2020-10-06 15:08:59,353 - mmaction - INFO - Epoch [55][1400/1413] lr: 5.365e-01, eta: 3 days, 7:49:49, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2219, top5_acc: 0.4552, loss_cls: 3.8707, loss: 3.8707, grad_norm: 0.9986 2020-10-06 15:10:09,142 - mmaction - INFO - Epoch [56][20/1413] lr: 5.342e-01, eta: 3 days, 7:59:35, time: 2.751, data_time: 1.704, memory: 8482, top1_acc: 0.2323, top5_acc: 0.4431, loss_cls: 3.8951, loss: 3.8951, grad_norm: 1.0057 2020-10-06 15:10:28,931 - mmaction - INFO - Epoch [56][40/1413] lr: 5.342e-01, eta: 3 days, 7:59:01, time: 0.990, data_time: 0.003, memory: 8482, top1_acc: 0.2275, top5_acc: 0.4475, loss_cls: 3.8748, loss: 3.8748, grad_norm: 1.0039 2020-10-06 15:10:48,871 - mmaction - INFO - Epoch [56][60/1413] lr: 5.342e-01, eta: 3 days, 7:58:31, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2306, top5_acc: 0.4520, loss_cls: 3.8565, loss: 3.8565, grad_norm: 1.0024 2020-10-06 15:11:08,661 - mmaction - INFO - Epoch [56][80/1413] lr: 5.342e-01, eta: 3 days, 7:57:57, time: 0.990, data_time: 0.003, memory: 8482, top1_acc: 0.2208, top5_acc: 0.4406, loss_cls: 3.9182, loss: 3.9182, grad_norm: 1.0123 2020-10-06 15:11:28,521 - mmaction - INFO - Epoch [56][100/1413] lr: 5.342e-01, eta: 3 days, 7:57:25, time: 0.994, data_time: 0.002, memory: 8482, top1_acc: 0.2289, top5_acc: 0.4574, loss_cls: 3.8602, loss: 3.8602, grad_norm: 1.0214 2020-10-06 15:11:48,484 - mmaction - INFO - Epoch [56][120/1413] lr: 5.342e-01, eta: 3 days, 7:56:56, time: 0.999, data_time: 0.001, memory: 8482, top1_acc: 0.2223, top5_acc: 0.4478, loss_cls: 3.9074, loss: 3.9074, grad_norm: 1.0108 2020-10-06 15:12:08,368 - mmaction - INFO - Epoch [56][140/1413] lr: 5.342e-01, eta: 3 days, 7:56:24, time: 0.993, data_time: 0.001, memory: 8482, top1_acc: 0.2234, top5_acc: 0.4559, loss_cls: 3.8567, loss: 3.8567, grad_norm: 1.0129 2020-10-06 15:12:28,332 - mmaction - INFO - Epoch [56][160/1413] lr: 5.342e-01, eta: 3 days, 7:55:56, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2217, top5_acc: 0.4540, loss_cls: 3.8853, loss: 3.8853, grad_norm: 0.9954 2020-10-06 15:12:48,371 - mmaction - INFO - Epoch [56][180/1413] lr: 5.342e-01, eta: 3 days, 7:55:28, time: 1.001, data_time: 0.001, memory: 8482, top1_acc: 0.2207, top5_acc: 0.4469, loss_cls: 3.8942, loss: 3.8942, grad_norm: 1.0031 2020-10-06 15:13:08,426 - mmaction - INFO - Epoch [56][200/1413] lr: 5.342e-01, eta: 3 days, 7:55:02, time: 1.003, data_time: 0.002, memory: 8482, top1_acc: 0.2238, top5_acc: 0.4440, loss_cls: 3.9072, loss: 3.9072, grad_norm: 0.9924 2020-10-06 15:13:28,538 - mmaction - INFO - Epoch [56][220/1413] lr: 5.342e-01, eta: 3 days, 7:54:37, time: 1.006, data_time: 0.002, memory: 8482, top1_acc: 0.2354, top5_acc: 0.4572, loss_cls: 3.8507, loss: 3.8507, grad_norm: 0.9873 2020-10-06 15:13:48,555 - mmaction - INFO - Epoch [56][240/1413] lr: 5.342e-01, eta: 3 days, 7:54:10, time: 1.001, data_time: 0.001, memory: 8482, top1_acc: 0.2290, top5_acc: 0.4559, loss_cls: 3.8483, loss: 3.8483, grad_norm: 1.0136 2020-10-06 15:14:08,619 - mmaction - INFO - Epoch [56][260/1413] lr: 5.342e-01, eta: 3 days, 7:53:43, time: 1.002, data_time: 0.002, memory: 8482, top1_acc: 0.2314, top5_acc: 0.4487, loss_cls: 3.8654, loss: 3.8654, grad_norm: 0.9938 2020-10-06 15:14:28,527 - mmaction - INFO - Epoch [56][280/1413] lr: 5.342e-01, eta: 3 days, 7:53:13, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2212, top5_acc: 0.4465, loss_cls: 3.8867, loss: 3.8867, grad_norm: 1.0243 2020-10-06 15:14:48,592 - mmaction - INFO - Epoch [56][300/1413] lr: 5.342e-01, eta: 3 days, 7:52:47, time: 1.003, data_time: 0.003, memory: 8482, top1_acc: 0.2299, top5_acc: 0.4466, loss_cls: 3.8973, loss: 3.8973, grad_norm: 0.9792 2020-10-06 15:15:08,628 - mmaction - INFO - Epoch [56][320/1413] lr: 5.342e-01, eta: 3 days, 7:52:21, time: 1.003, data_time: 0.002, memory: 8482, top1_acc: 0.2186, top5_acc: 0.4408, loss_cls: 3.9038, loss: 3.9038, grad_norm: 1.0115 2020-10-06 15:15:28,604 - mmaction - INFO - Epoch [56][340/1413] lr: 5.342e-01, eta: 3 days, 7:51:52, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2251, top5_acc: 0.4466, loss_cls: 3.8882, loss: 3.8882, grad_norm: 1.0026 2020-10-06 15:15:48,678 - mmaction - INFO - Epoch [56][360/1413] lr: 5.342e-01, eta: 3 days, 7:51:25, time: 1.001, data_time: 0.001, memory: 8482, top1_acc: 0.2211, top5_acc: 0.4430, loss_cls: 3.9046, loss: 3.9046, grad_norm: 1.0074 2020-10-06 15:16:08,643 - mmaction - INFO - Epoch [56][380/1413] lr: 5.342e-01, eta: 3 days, 7:50:57, time: 0.999, data_time: 0.003, memory: 8482, top1_acc: 0.2285, top5_acc: 0.4487, loss_cls: 3.8787, loss: 3.8787, grad_norm: 0.9958 2020-10-06 15:16:28,511 - mmaction - INFO - Epoch [56][400/1413] lr: 5.342e-01, eta: 3 days, 7:50:26, time: 0.993, data_time: 0.002, memory: 8482, top1_acc: 0.2220, top5_acc: 0.4379, loss_cls: 3.9239, loss: 3.9239, grad_norm: 1.0225 2020-10-06 15:16:48,523 - mmaction - INFO - Epoch [56][420/1413] lr: 5.342e-01, eta: 3 days, 7:49:59, time: 1.001, data_time: 0.003, memory: 8482, top1_acc: 0.2227, top5_acc: 0.4443, loss_cls: 3.9001, loss: 3.9001, grad_norm: 1.0036 2020-10-06 15:17:08,573 - mmaction - INFO - Epoch [56][440/1413] lr: 5.342e-01, eta: 3 days, 7:49:33, time: 1.003, data_time: 0.001, memory: 8482, top1_acc: 0.2184, top5_acc: 0.4467, loss_cls: 3.9180, loss: 3.9180, grad_norm: 1.0023 2020-10-06 15:17:28,451 - mmaction - INFO - Epoch [56][460/1413] lr: 5.342e-01, eta: 3 days, 7:49:01, time: 0.993, data_time: 0.002, memory: 8482, top1_acc: 0.2305, top5_acc: 0.4479, loss_cls: 3.8636, loss: 3.8636, grad_norm: 1.0022 2020-10-06 15:17:48,378 - mmaction - INFO - Epoch [56][480/1413] lr: 5.342e-01, eta: 3 days, 7:48:32, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2266, top5_acc: 0.4484, loss_cls: 3.8886, loss: 3.8886, grad_norm: 1.0039 2020-10-06 15:18:08,374 - mmaction - INFO - Epoch [56][500/1413] lr: 5.342e-01, eta: 3 days, 7:48:04, time: 1.000, data_time: 0.003, memory: 8482, top1_acc: 0.2271, top5_acc: 0.4513, loss_cls: 3.8868, loss: 3.8868, grad_norm: 1.0101 2020-10-06 15:18:28,337 - mmaction - INFO - Epoch [56][520/1413] lr: 5.342e-01, eta: 3 days, 7:47:36, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2253, top5_acc: 0.4508, loss_cls: 3.8845, loss: 3.8845, grad_norm: 1.0025 2020-10-06 15:18:48,416 - mmaction - INFO - Epoch [56][540/1413] lr: 5.342e-01, eta: 3 days, 7:47:11, time: 1.004, data_time: 0.002, memory: 8482, top1_acc: 0.2236, top5_acc: 0.4448, loss_cls: 3.8933, loss: 3.8933, grad_norm: 0.9975 2020-10-06 15:19:08,336 - mmaction - INFO - Epoch [56][560/1413] lr: 5.342e-01, eta: 3 days, 7:46:40, time: 0.995, data_time: 0.001, memory: 8482, top1_acc: 0.2297, top5_acc: 0.4474, loss_cls: 3.9035, loss: 3.9035, grad_norm: 0.9865 2020-10-06 15:19:28,245 - mmaction - INFO - Epoch [56][580/1413] lr: 5.342e-01, eta: 3 days, 7:46:11, time: 0.996, data_time: 0.003, memory: 8482, top1_acc: 0.2336, top5_acc: 0.4452, loss_cls: 3.8767, loss: 3.8767, grad_norm: 1.0048 2020-10-06 15:19:48,274 - mmaction - INFO - Epoch [56][600/1413] lr: 5.342e-01, eta: 3 days, 7:45:44, time: 1.002, data_time: 0.002, memory: 8482, top1_acc: 0.2409, top5_acc: 0.4564, loss_cls: 3.8498, loss: 3.8498, grad_norm: 0.9913 2020-10-06 15:20:08,179 - mmaction - INFO - Epoch [56][620/1413] lr: 5.342e-01, eta: 3 days, 7:45:14, time: 0.995, data_time: 0.002, memory: 8482, top1_acc: 0.2285, top5_acc: 0.4665, loss_cls: 3.7950, loss: 3.7950, grad_norm: 1.0329 2020-10-06 15:20:28,006 - mmaction - INFO - Epoch [56][640/1413] lr: 5.342e-01, eta: 3 days, 7:44:43, time: 0.992, data_time: 0.002, memory: 8482, top1_acc: 0.2258, top5_acc: 0.4470, loss_cls: 3.8917, loss: 3.8917, grad_norm: 1.0007 2020-10-06 15:20:48,029 - mmaction - INFO - Epoch [56][660/1413] lr: 5.342e-01, eta: 3 days, 7:44:16, time: 1.001, data_time: 0.001, memory: 8482, top1_acc: 0.2223, top5_acc: 0.4397, loss_cls: 3.9154, loss: 3.9154, grad_norm: 1.0187 2020-10-06 15:21:07,967 - mmaction - INFO - Epoch [56][680/1413] lr: 5.342e-01, eta: 3 days, 7:43:46, time: 0.995, data_time: 0.002, memory: 8482, top1_acc: 0.2292, top5_acc: 0.4512, loss_cls: 3.8710, loss: 3.8710, grad_norm: 1.0113 2020-10-06 15:21:27,885 - mmaction - INFO - Epoch [56][700/1413] lr: 5.342e-01, eta: 3 days, 7:43:17, time: 0.996, data_time: 0.003, memory: 8482, top1_acc: 0.2267, top5_acc: 0.4454, loss_cls: 3.9015, loss: 3.9015, grad_norm: 1.0024 2020-10-06 15:21:47,881 - mmaction - INFO - Epoch [56][720/1413] lr: 5.342e-01, eta: 3 days, 7:42:50, time: 1.001, data_time: 0.003, memory: 8482, top1_acc: 0.2135, top5_acc: 0.4460, loss_cls: 3.9228, loss: 3.9228, grad_norm: 1.0103 2020-10-06 15:22:07,865 - mmaction - INFO - Epoch [56][740/1413] lr: 5.342e-01, eta: 3 days, 7:42:22, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2262, top5_acc: 0.4600, loss_cls: 3.8582, loss: 3.8582, grad_norm: 0.9722 2020-10-06 15:22:27,855 - mmaction - INFO - Epoch [56][760/1413] lr: 5.342e-01, eta: 3 days, 7:41:55, time: 1.000, data_time: 0.003, memory: 8482, top1_acc: 0.2352, top5_acc: 0.4604, loss_cls: 3.8379, loss: 3.8379, grad_norm: 1.0120 2020-10-06 15:22:47,889 - mmaction - INFO - Epoch [56][780/1413] lr: 5.342e-01, eta: 3 days, 7:41:28, time: 1.001, data_time: 0.002, memory: 8482, top1_acc: 0.2228, top5_acc: 0.4453, loss_cls: 3.9045, loss: 3.9045, grad_norm: 0.9969 2020-10-06 15:23:07,811 - mmaction - INFO - Epoch [56][800/1413] lr: 5.342e-01, eta: 3 days, 7:40:59, time: 0.996, data_time: 0.003, memory: 8482, top1_acc: 0.2249, top5_acc: 0.4474, loss_cls: 3.9044, loss: 3.9044, grad_norm: 1.0017 2020-10-06 15:23:27,783 - mmaction - INFO - Epoch [56][820/1413] lr: 5.342e-01, eta: 3 days, 7:40:31, time: 0.999, data_time: 0.003, memory: 8482, top1_acc: 0.2223, top5_acc: 0.4454, loss_cls: 3.9209, loss: 3.9209, grad_norm: 0.9902 2020-10-06 15:23:47,601 - mmaction - INFO - Epoch [56][840/1413] lr: 5.342e-01, eta: 3 days, 7:40:00, time: 0.992, data_time: 0.002, memory: 8482, top1_acc: 0.2284, top5_acc: 0.4516, loss_cls: 3.8752, loss: 3.8752, grad_norm: 1.0001 2020-10-06 15:24:07,629 - mmaction - INFO - Epoch [56][860/1413] lr: 5.342e-01, eta: 3 days, 7:39:33, time: 1.000, data_time: 0.002, memory: 8482, top1_acc: 0.2234, top5_acc: 0.4355, loss_cls: 3.9435, loss: 3.9435, grad_norm: 1.0104 2020-10-06 15:24:27,592 - mmaction - INFO - Epoch [56][880/1413] lr: 5.342e-01, eta: 3 days, 7:39:05, time: 0.999, data_time: 0.003, memory: 8482, top1_acc: 0.2290, top5_acc: 0.4544, loss_cls: 3.8628, loss: 3.8628, grad_norm: 0.9910 2020-10-06 15:24:47,598 - mmaction - INFO - Epoch [56][900/1413] lr: 5.342e-01, eta: 3 days, 7:38:39, time: 1.001, data_time: 0.002, memory: 8482, top1_acc: 0.2324, top5_acc: 0.4504, loss_cls: 3.8762, loss: 3.8762, grad_norm: 1.0050 2020-10-06 15:25:07,587 - mmaction - INFO - Epoch [56][920/1413] lr: 5.342e-01, eta: 3 days, 7:38:11, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2322, top5_acc: 0.4569, loss_cls: 3.8789, loss: 3.8789, grad_norm: 0.9941 2020-10-06 15:25:27,592 - mmaction - INFO - Epoch [56][940/1413] lr: 5.342e-01, eta: 3 days, 7:37:45, time: 1.001, data_time: 0.003, memory: 8482, top1_acc: 0.2301, top5_acc: 0.4526, loss_cls: 3.8674, loss: 3.8674, grad_norm: 0.9924 2020-10-06 15:25:47,597 - mmaction - INFO - Epoch [56][960/1413] lr: 5.342e-01, eta: 3 days, 7:37:19, time: 1.001, data_time: 0.003, memory: 8482, top1_acc: 0.2257, top5_acc: 0.4443, loss_cls: 3.9088, loss: 3.9088, grad_norm: 1.0033 2020-10-06 15:26:07,661 - mmaction - INFO - Epoch [56][980/1413] lr: 5.342e-01, eta: 3 days, 7:36:53, time: 1.002, data_time: 0.001, memory: 8482, top1_acc: 0.2150, top5_acc: 0.4418, loss_cls: 3.9268, loss: 3.9268, grad_norm: 1.0035 2020-10-06 15:26:27,598 - mmaction - INFO - Epoch [56][1000/1413] lr: 5.342e-01, eta: 3 days, 7:36:25, time: 0.998, data_time: 0.003, memory: 8482, top1_acc: 0.2326, top5_acc: 0.4578, loss_cls: 3.8480, loss: 3.8480, grad_norm: 1.0051 2020-10-06 15:26:47,538 - mmaction - INFO - Epoch [56][1020/1413] lr: 5.342e-01, eta: 3 days, 7:35:56, time: 0.996, data_time: 0.001, memory: 8482, top1_acc: 0.2219, top5_acc: 0.4531, loss_cls: 3.8866, loss: 3.8866, grad_norm: 0.9966 2020-10-06 15:27:07,560 - mmaction - INFO - Epoch [56][1040/1413] lr: 5.342e-01, eta: 3 days, 7:35:30, time: 1.003, data_time: 0.003, memory: 8482, top1_acc: 0.2168, top5_acc: 0.4444, loss_cls: 3.9076, loss: 3.9076, grad_norm: 1.0137 2020-10-06 15:27:27,566 - mmaction - INFO - Epoch [56][1060/1413] lr: 5.342e-01, eta: 3 days, 7:35:03, time: 0.999, data_time: 0.001, memory: 8482, top1_acc: 0.2346, top5_acc: 0.4561, loss_cls: 3.8758, loss: 3.8758, grad_norm: 1.0116 2020-10-06 15:27:47,574 - mmaction - INFO - Epoch [56][1080/1413] lr: 5.342e-01, eta: 3 days, 7:34:37, time: 1.001, data_time: 0.002, memory: 8482, top1_acc: 0.2230, top5_acc: 0.4486, loss_cls: 3.9068, loss: 3.9068, grad_norm: 1.0036 2020-10-06 15:28:07,632 - mmaction - INFO - Epoch [56][1100/1413] lr: 5.342e-01, eta: 3 days, 7:34:12, time: 1.003, data_time: 0.002, memory: 8482, top1_acc: 0.2281, top5_acc: 0.4533, loss_cls: 3.8713, loss: 3.8713, grad_norm: 1.0122 2020-10-06 15:28:27,611 - mmaction - INFO - Epoch [56][1120/1413] lr: 5.342e-01, eta: 3 days, 7:33:44, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2245, top5_acc: 0.4503, loss_cls: 3.8956, loss: 3.8956, grad_norm: 1.0078 2020-10-06 15:28:47,619 - mmaction - INFO - Epoch [56][1140/1413] lr: 5.342e-01, eta: 3 days, 7:33:18, time: 1.000, data_time: 0.002, memory: 8482, top1_acc: 0.2165, top5_acc: 0.4444, loss_cls: 3.9376, loss: 3.9376, grad_norm: 1.0012 2020-10-06 15:29:07,614 - mmaction - INFO - Epoch [56][1160/1413] lr: 5.342e-01, eta: 3 days, 7:32:51, time: 1.000, data_time: 0.002, memory: 8482, top1_acc: 0.2236, top5_acc: 0.4457, loss_cls: 3.9010, loss: 3.9010, grad_norm: 0.9992 2020-10-06 15:29:27,467 - mmaction - INFO - Epoch [56][1180/1413] lr: 5.342e-01, eta: 3 days, 7:32:21, time: 0.993, data_time: 0.002, memory: 8482, top1_acc: 0.2174, top5_acc: 0.4501, loss_cls: 3.9166, loss: 3.9166, grad_norm: 1.0120 2020-10-06 15:29:47,431 - mmaction - INFO - Epoch [56][1200/1413] lr: 5.342e-01, eta: 3 days, 7:31:53, time: 0.998, data_time: 0.001, memory: 8482, top1_acc: 0.2271, top5_acc: 0.4464, loss_cls: 3.9081, loss: 3.9081, grad_norm: 0.9969 2020-10-06 15:30:07,369 - mmaction - INFO - Epoch [56][1220/1413] lr: 5.342e-01, eta: 3 days, 7:31:25, time: 0.996, data_time: 0.002, memory: 8482, top1_acc: 0.2240, top5_acc: 0.4444, loss_cls: 3.8891, loss: 3.8891, grad_norm: 0.9912 2020-10-06 15:30:26,476 - mmaction - INFO - Epoch [56][1240/1413] lr: 5.342e-01, eta: 3 days, 7:30:36, time: 0.956, data_time: 0.003, memory: 8482, top1_acc: 0.2273, top5_acc: 0.4576, loss_cls: 3.8268, loss: 3.8268, grad_norm: 0.9994 2020-10-06 15:30:46,380 - mmaction - INFO - Epoch [56][1260/1413] lr: 5.342e-01, eta: 3 days, 7:30:07, time: 0.995, data_time: 0.001, memory: 8482, top1_acc: 0.2327, top5_acc: 0.4574, loss_cls: 3.8519, loss: 3.8519, grad_norm: 1.0025 2020-10-06 15:31:06,394 - mmaction - INFO - Epoch [56][1280/1413] lr: 5.342e-01, eta: 3 days, 7:29:40, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2234, top5_acc: 0.4436, loss_cls: 3.9269, loss: 3.9269, grad_norm: 1.0037 2020-10-06 15:31:26,332 - mmaction - INFO - Epoch [56][1300/1413] lr: 5.342e-01, eta: 3 days, 7:29:12, time: 0.997, data_time: 0.003, memory: 8482, top1_acc: 0.2237, top5_acc: 0.4448, loss_cls: 3.9048, loss: 3.9048, grad_norm: 1.0210 2020-10-06 15:31:46,351 - mmaction - INFO - Epoch [56][1320/1413] lr: 5.342e-01, eta: 3 days, 7:28:47, time: 1.003, data_time: 0.003, memory: 8482, top1_acc: 0.2212, top5_acc: 0.4490, loss_cls: 3.9120, loss: 3.9120, grad_norm: 1.0034 2020-10-06 15:32:06,295 - mmaction - INFO - Epoch [56][1340/1413] lr: 5.342e-01, eta: 3 days, 7:28:20, time: 0.998, data_time: 0.001, memory: 8482, top1_acc: 0.2276, top5_acc: 0.4522, loss_cls: 3.8724, loss: 3.8724, grad_norm: 1.0074 2020-10-06 15:32:26,263 - mmaction - INFO - Epoch [56][1360/1413] lr: 5.342e-01, eta: 3 days, 7:27:52, time: 0.998, data_time: 0.001, memory: 8482, top1_acc: 0.2247, top5_acc: 0.4570, loss_cls: 3.8707, loss: 3.8707, grad_norm: 1.0188 2020-10-06 15:32:46,221 - mmaction - INFO - Epoch [56][1380/1413] lr: 5.342e-01, eta: 3 days, 7:27:25, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2193, top5_acc: 0.4437, loss_cls: 3.9269, loss: 3.9269, grad_norm: 1.0133 2020-10-06 15:33:06,174 - mmaction - INFO - Epoch [56][1400/1413] lr: 5.342e-01, eta: 3 days, 7:26:57, time: 0.997, data_time: 0.002, memory: 8482, top1_acc: 0.2318, top5_acc: 0.4445, loss_cls: 3.8896, loss: 3.8896, grad_norm: 0.9903 2020-10-06 15:33:19,339 - mmaction - INFO - Saving checkpoint at 56 epochs 2020-10-06 15:34:41,826 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-06 15:34:44,354 - mmaction - INFO - top1_acc 0.2233 top5_acc 0.4499 2020-10-06 15:34:44,354 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-06 15:34:44,470 - mmaction - INFO - mean_acc 0.2231 2020-10-06 15:34:44,470 - mmaction - INFO - Now best checkpoint is epoch_56.pth 2020-10-06 15:34:44,501 - mmaction - INFO - Epoch(val) [56][1413] top1_acc: 0.2233, top5_acc: 0.4499, mean_class_accuracy: 0.2231 2020-10-06 15:35:30,965 - mmaction - INFO - Epoch [57][20/1413] lr: 5.319e-01, eta: 3 days, 7:31:49, time: 2.321, data_time: 1.265, memory: 8482, top1_acc: 0.2240, top5_acc: 0.4402, loss_cls: 3.9271, loss: 3.9271, grad_norm: 0.9936 2020-10-06 15:35:50,278 - mmaction - INFO - Epoch [57][40/1413] lr: 5.319e-01, eta: 3 days, 7:31:05, time: 0.966, data_time: 0.003, memory: 8482, top1_acc: 0.2240, top5_acc: 0.4514, loss_cls: 3.8629, loss: 3.8629, grad_norm: 1.0101 2020-10-06 15:36:09,689 - mmaction - INFO - Epoch [57][60/1413] lr: 5.319e-01, eta: 3 days, 7:30:24, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.2246, top5_acc: 0.4557, loss_cls: 3.8568, loss: 3.8568, grad_norm: 1.0124 2020-10-06 15:36:29,363 - mmaction - INFO - Epoch [57][80/1413] lr: 5.319e-01, eta: 3 days, 7:29:49, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2309, top5_acc: 0.4501, loss_cls: 3.8672, loss: 3.8672, grad_norm: 1.0145 2020-10-06 15:36:48,983 - mmaction - INFO - Epoch [57][100/1413] lr: 5.319e-01, eta: 3 days, 7:29:13, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2335, top5_acc: 0.4501, loss_cls: 3.8466, loss: 3.8466, grad_norm: 1.0188 2020-10-06 15:37:08,649 - mmaction - INFO - Epoch [57][120/1413] lr: 5.319e-01, eta: 3 days, 7:28:38, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2263, top5_acc: 0.4520, loss_cls: 3.8751, loss: 3.8751, grad_norm: 0.9946 2020-10-06 15:37:28,216 - mmaction - INFO - Epoch [57][140/1413] lr: 5.319e-01, eta: 3 days, 7:28:00, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2348, top5_acc: 0.4577, loss_cls: 3.8391, loss: 3.8391, grad_norm: 0.9977 2020-10-06 15:37:47,844 - mmaction - INFO - Epoch [57][160/1413] lr: 5.319e-01, eta: 3 days, 7:27:25, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2298, top5_acc: 0.4570, loss_cls: 3.8629, loss: 3.8629, grad_norm: 1.0158 2020-10-06 15:38:07,392 - mmaction - INFO - Epoch [57][180/1413] lr: 5.319e-01, eta: 3 days, 7:26:47, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2270, top5_acc: 0.4441, loss_cls: 3.9081, loss: 3.9081, grad_norm: 1.0001 2020-10-06 15:38:27,033 - mmaction - INFO - Epoch [57][200/1413] lr: 5.319e-01, eta: 3 days, 7:26:12, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2229, top5_acc: 0.4503, loss_cls: 3.8826, loss: 3.8826, grad_norm: 0.9906 2020-10-06 15:38:46,650 - mmaction - INFO - Epoch [57][220/1413] lr: 5.319e-01, eta: 3 days, 7:25:36, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2250, top5_acc: 0.4469, loss_cls: 3.8989, loss: 3.8989, grad_norm: 1.0055 2020-10-06 15:39:06,296 - mmaction - INFO - Epoch [57][240/1413] lr: 5.319e-01, eta: 3 days, 7:25:01, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2368, top5_acc: 0.4621, loss_cls: 3.8388, loss: 3.8388, grad_norm: 1.0079 2020-10-06 15:39:25,863 - mmaction - INFO - Epoch [57][260/1413] lr: 5.319e-01, eta: 3 days, 7:24:24, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2227, top5_acc: 0.4447, loss_cls: 3.9065, loss: 3.9065, grad_norm: 0.9978 2020-10-06 15:39:45,522 - mmaction - INFO - Epoch [57][280/1413] lr: 5.319e-01, eta: 3 days, 7:23:49, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2212, top5_acc: 0.4434, loss_cls: 3.8957, loss: 3.8957, grad_norm: 0.9928 2020-10-06 15:40:05,177 - mmaction - INFO - Epoch [57][300/1413] lr: 5.319e-01, eta: 3 days, 7:23:15, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2435, top5_acc: 0.4573, loss_cls: 3.8188, loss: 3.8188, grad_norm: 0.9879 2020-10-06 15:40:24,711 - mmaction - INFO - Epoch [57][320/1413] lr: 5.319e-01, eta: 3 days, 7:22:37, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2354, top5_acc: 0.4560, loss_cls: 3.8279, loss: 3.8279, grad_norm: 1.0037 2020-10-06 15:40:44,284 - mmaction - INFO - Epoch [57][340/1413] lr: 5.319e-01, eta: 3 days, 7:22:01, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2251, top5_acc: 0.4453, loss_cls: 3.9032, loss: 3.9032, grad_norm: 1.0099 2020-10-06 15:41:04,008 - mmaction - INFO - Epoch [57][360/1413] lr: 5.319e-01, eta: 3 days, 7:21:28, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2250, top5_acc: 0.4400, loss_cls: 3.9021, loss: 3.9021, grad_norm: 1.0120 2020-10-06 15:41:23,622 - mmaction - INFO - Epoch [57][380/1413] lr: 5.319e-01, eta: 3 days, 7:20:52, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2258, top5_acc: 0.4444, loss_cls: 3.8868, loss: 3.8868, grad_norm: 1.0007 2020-10-06 15:41:43,177 - mmaction - INFO - Epoch [57][400/1413] lr: 5.319e-01, eta: 3 days, 7:20:15, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2366, top5_acc: 0.4632, loss_cls: 3.8296, loss: 3.8296, grad_norm: 1.0106 2020-10-06 15:42:02,789 - mmaction - INFO - Epoch [57][420/1413] lr: 5.319e-01, eta: 3 days, 7:19:40, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2322, top5_acc: 0.4503, loss_cls: 3.8739, loss: 3.8739, grad_norm: 1.0160 2020-10-06 15:42:22,503 - mmaction - INFO - Epoch [57][440/1413] lr: 5.319e-01, eta: 3 days, 7:19:07, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2310, top5_acc: 0.4507, loss_cls: 3.8879, loss: 3.8879, grad_norm: 0.9982 2020-10-06 15:42:42,130 - mmaction - INFO - Epoch [57][460/1413] lr: 5.319e-01, eta: 3 days, 7:18:32, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2181, top5_acc: 0.4413, loss_cls: 3.8982, loss: 3.8982, grad_norm: 1.0007 2020-10-06 15:43:01,839 - mmaction - INFO - Epoch [57][480/1413] lr: 5.319e-01, eta: 3 days, 7:17:59, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2268, top5_acc: 0.4456, loss_cls: 3.8774, loss: 3.8774, grad_norm: 1.0171 2020-10-06 15:43:21,459 - mmaction - INFO - Epoch [57][500/1413] lr: 5.319e-01, eta: 3 days, 7:17:24, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2228, top5_acc: 0.4522, loss_cls: 3.8516, loss: 3.8516, grad_norm: 1.0041 2020-10-06 15:43:41,159 - mmaction - INFO - Epoch [57][520/1413] lr: 5.319e-01, eta: 3 days, 7:16:51, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2253, top5_acc: 0.4500, loss_cls: 3.8874, loss: 3.8874, grad_norm: 1.0060 2020-10-06 15:44:00,788 - mmaction - INFO - Epoch [57][540/1413] lr: 5.319e-01, eta: 3 days, 7:16:16, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2249, top5_acc: 0.4448, loss_cls: 3.9104, loss: 3.9104, grad_norm: 1.0015 2020-10-06 15:44:20,454 - mmaction - INFO - Epoch [57][560/1413] lr: 5.319e-01, eta: 3 days, 7:15:42, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2319, top5_acc: 0.4491, loss_cls: 3.8899, loss: 3.8899, grad_norm: 1.0011 2020-10-06 15:44:39,962 - mmaction - INFO - Epoch [57][580/1413] lr: 5.319e-01, eta: 3 days, 7:15:05, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2199, top5_acc: 0.4482, loss_cls: 3.8838, loss: 3.8838, grad_norm: 1.0025 2020-10-06 15:44:59,498 - mmaction - INFO - Epoch [57][600/1413] lr: 5.319e-01, eta: 3 days, 7:14:29, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2340, top5_acc: 0.4574, loss_cls: 3.8574, loss: 3.8574, grad_norm: 0.9960 2020-10-06 15:45:19,106 - mmaction - INFO - Epoch [57][620/1413] lr: 5.319e-01, eta: 3 days, 7:13:53, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2217, top5_acc: 0.4421, loss_cls: 3.9085, loss: 3.9085, grad_norm: 1.0107 2020-10-06 15:45:38,637 - mmaction - INFO - Epoch [57][640/1413] lr: 5.319e-01, eta: 3 days, 7:13:16, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2333, top5_acc: 0.4578, loss_cls: 3.8459, loss: 3.8459, grad_norm: 0.9952 2020-10-06 15:45:58,322 - mmaction - INFO - Epoch [57][660/1413] lr: 5.319e-01, eta: 3 days, 7:12:43, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2272, top5_acc: 0.4521, loss_cls: 3.8635, loss: 3.8635, grad_norm: 1.0305 2020-10-06 15:46:17,972 - mmaction - INFO - Epoch [57][680/1413] lr: 5.319e-01, eta: 3 days, 7:12:09, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2243, top5_acc: 0.4424, loss_cls: 3.8865, loss: 3.8865, grad_norm: 0.9998 2020-10-06 15:46:37,705 - mmaction - INFO - Epoch [57][700/1413] lr: 5.319e-01, eta: 3 days, 7:11:38, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2237, top5_acc: 0.4449, loss_cls: 3.8992, loss: 3.8992, grad_norm: 1.0046 2020-10-06 15:46:57,313 - mmaction - INFO - Epoch [57][720/1413] lr: 5.319e-01, eta: 3 days, 7:11:03, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2345, top5_acc: 0.4572, loss_cls: 3.8512, loss: 3.8512, grad_norm: 1.0142 2020-10-06 15:47:16,883 - mmaction - INFO - Epoch [57][740/1413] lr: 5.319e-01, eta: 3 days, 7:10:28, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2286, top5_acc: 0.4512, loss_cls: 3.8808, loss: 3.8808, grad_norm: 1.0007 2020-10-06 15:47:36,468 - mmaction - INFO - Epoch [57][760/1413] lr: 5.319e-01, eta: 3 days, 7:09:52, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2345, top5_acc: 0.4605, loss_cls: 3.8454, loss: 3.8454, grad_norm: 1.0012 2020-10-06 15:47:56,042 - mmaction - INFO - Epoch [57][780/1413] lr: 5.319e-01, eta: 3 days, 7:09:17, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2339, top5_acc: 0.4557, loss_cls: 3.8418, loss: 3.8418, grad_norm: 1.0070 2020-10-06 15:48:15,665 - mmaction - INFO - Epoch [57][800/1413] lr: 5.319e-01, eta: 3 days, 7:08:43, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2230, top5_acc: 0.4413, loss_cls: 3.9198, loss: 3.9198, grad_norm: 1.0125 2020-10-06 15:48:35,143 - mmaction - INFO - Epoch [57][820/1413] lr: 5.319e-01, eta: 3 days, 7:08:05, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.2211, top5_acc: 0.4469, loss_cls: 3.8740, loss: 3.8740, grad_norm: 1.0153 2020-10-06 15:48:54,635 - mmaction - INFO - Epoch [57][840/1413] lr: 5.319e-01, eta: 3 days, 7:07:28, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.2301, top5_acc: 0.4538, loss_cls: 3.8760, loss: 3.8760, grad_norm: 1.0012 2020-10-06 15:49:14,277 - mmaction - INFO - Epoch [57][860/1413] lr: 5.319e-01, eta: 3 days, 7:06:54, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2246, top5_acc: 0.4441, loss_cls: 3.9085, loss: 3.9085, grad_norm: 0.9989 2020-10-06 15:49:33,932 - mmaction - INFO - Epoch [57][880/1413] lr: 5.319e-01, eta: 3 days, 7:06:21, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2201, top5_acc: 0.4445, loss_cls: 3.9250, loss: 3.9250, grad_norm: 1.0082 2020-10-06 15:49:53,448 - mmaction - INFO - Epoch [57][900/1413] lr: 5.319e-01, eta: 3 days, 7:05:45, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2263, top5_acc: 0.4552, loss_cls: 3.8828, loss: 3.8828, grad_norm: 0.9868 2020-10-06 15:50:12,977 - mmaction - INFO - Epoch [57][920/1413] lr: 5.319e-01, eta: 3 days, 7:05:09, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2193, top5_acc: 0.4552, loss_cls: 3.8849, loss: 3.8849, grad_norm: 1.0046 2020-10-06 15:50:32,614 - mmaction - INFO - Epoch [57][940/1413] lr: 5.319e-01, eta: 3 days, 7:04:35, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2151, top5_acc: 0.4467, loss_cls: 3.8977, loss: 3.8977, grad_norm: 0.9956 2020-10-06 15:50:52,196 - mmaction - INFO - Epoch [57][960/1413] lr: 5.319e-01, eta: 3 days, 7:04:01, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2346, top5_acc: 0.4544, loss_cls: 3.8580, loss: 3.8580, grad_norm: 1.0077 2020-10-06 15:51:11,883 - mmaction - INFO - Epoch [57][980/1413] lr: 5.319e-01, eta: 3 days, 7:03:28, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2212, top5_acc: 0.4471, loss_cls: 3.8876, loss: 3.8876, grad_norm: 0.9990 2020-10-06 15:51:31,465 - mmaction - INFO - Epoch [57][1000/1413] lr: 5.319e-01, eta: 3 days, 7:02:54, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2190, top5_acc: 0.4467, loss_cls: 3.9091, loss: 3.9091, grad_norm: 1.0115 2020-10-06 15:51:51,120 - mmaction - INFO - Epoch [57][1020/1413] lr: 5.319e-01, eta: 3 days, 7:02:21, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2284, top5_acc: 0.4546, loss_cls: 3.8527, loss: 3.8527, grad_norm: 0.9898 2020-10-06 15:52:10,673 - mmaction - INFO - Epoch [57][1040/1413] lr: 5.319e-01, eta: 3 days, 7:01:46, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2208, top5_acc: 0.4389, loss_cls: 3.8943, loss: 3.8943, grad_norm: 1.0066 2020-10-06 15:52:30,372 - mmaction - INFO - Epoch [57][1060/1413] lr: 5.319e-01, eta: 3 days, 7:01:14, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2289, top5_acc: 0.4482, loss_cls: 3.9027, loss: 3.9027, grad_norm: 1.0054 2020-10-06 15:52:49,989 - mmaction - INFO - Epoch [57][1080/1413] lr: 5.319e-01, eta: 3 days, 7:00:40, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2178, top5_acc: 0.4432, loss_cls: 3.9335, loss: 3.9335, grad_norm: 1.0006 2020-10-06 15:53:09,534 - mmaction - INFO - Epoch [57][1100/1413] lr: 5.319e-01, eta: 3 days, 7:00:05, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2289, top5_acc: 0.4539, loss_cls: 3.8402, loss: 3.8402, grad_norm: 0.9991 2020-10-06 15:53:29,128 - mmaction - INFO - Epoch [57][1120/1413] lr: 5.319e-01, eta: 3 days, 6:59:31, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2204, top5_acc: 0.4366, loss_cls: 3.9256, loss: 3.9256, grad_norm: 0.9932 2020-10-06 15:53:48,739 - mmaction - INFO - Epoch [57][1140/1413] lr: 5.319e-01, eta: 3 days, 6:58:57, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2225, top5_acc: 0.4512, loss_cls: 3.8887, loss: 3.8887, grad_norm: 1.0091 2020-10-06 15:54:08,278 - mmaction - INFO - Epoch [57][1160/1413] lr: 5.319e-01, eta: 3 days, 6:58:22, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2212, top5_acc: 0.4456, loss_cls: 3.9265, loss: 3.9265, grad_norm: 1.0085 2020-10-06 15:54:27,804 - mmaction - INFO - Epoch [57][1180/1413] lr: 5.319e-01, eta: 3 days, 6:57:46, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2232, top5_acc: 0.4471, loss_cls: 3.9001, loss: 3.9001, grad_norm: 0.9944 2020-10-06 15:54:47,303 - mmaction - INFO - Epoch [57][1200/1413] lr: 5.319e-01, eta: 3 days, 6:57:10, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2262, top5_acc: 0.4379, loss_cls: 3.9132, loss: 3.9132, grad_norm: 1.0146 2020-10-06 15:55:06,883 - mmaction - INFO - Epoch [57][1220/1413] lr: 5.319e-01, eta: 3 days, 6:56:36, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2303, top5_acc: 0.4529, loss_cls: 3.8780, loss: 3.8780, grad_norm: 1.0061 2020-10-06 15:55:26,482 - mmaction - INFO - Epoch [57][1240/1413] lr: 5.319e-01, eta: 3 days, 6:56:02, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2264, top5_acc: 0.4488, loss_cls: 3.8784, loss: 3.8784, grad_norm: 1.0042 2020-10-06 15:55:46,099 - mmaction - INFO - Epoch [57][1260/1413] lr: 5.319e-01, eta: 3 days, 6:55:29, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2320, top5_acc: 0.4629, loss_cls: 3.8397, loss: 3.8397, grad_norm: 0.9980 2020-10-06 15:56:05,732 - mmaction - INFO - Epoch [57][1280/1413] lr: 5.319e-01, eta: 3 days, 6:54:57, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2296, top5_acc: 0.4503, loss_cls: 3.8903, loss: 3.8903, grad_norm: 1.0067 2020-10-06 15:56:25,342 - mmaction - INFO - Epoch [57][1300/1413] lr: 5.319e-01, eta: 3 days, 6:54:23, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2270, top5_acc: 0.4501, loss_cls: 3.8604, loss: 3.8604, grad_norm: 1.0152 2020-10-06 15:56:44,812 - mmaction - INFO - Epoch [57][1320/1413] lr: 5.319e-01, eta: 3 days, 6:53:47, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2275, top5_acc: 0.4487, loss_cls: 3.8879, loss: 3.8879, grad_norm: 1.0083 2020-10-06 15:57:04,477 - mmaction - INFO - Epoch [57][1340/1413] lr: 5.319e-01, eta: 3 days, 6:53:15, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2167, top5_acc: 0.4424, loss_cls: 3.9188, loss: 3.9188, grad_norm: 1.0067 2020-10-06 15:57:24,080 - mmaction - INFO - Epoch [57][1360/1413] lr: 5.319e-01, eta: 3 days, 6:52:41, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2322, top5_acc: 0.4534, loss_cls: 3.8590, loss: 3.8590, grad_norm: 1.0035 2020-10-06 15:57:43,627 - mmaction - INFO - Epoch [57][1380/1413] lr: 5.319e-01, eta: 3 days, 6:52:07, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2255, top5_acc: 0.4430, loss_cls: 3.9051, loss: 3.9051, grad_norm: 0.9937 2020-10-06 15:58:03,182 - mmaction - INFO - Epoch [57][1400/1413] lr: 5.319e-01, eta: 3 days, 6:51:33, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2227, top5_acc: 0.4404, loss_cls: 3.9366, loss: 3.9366, grad_norm: 1.0062 2020-10-06 15:59:07,122 - mmaction - INFO - Epoch [58][20/1413] lr: 5.296e-01, eta: 3 days, 6:57:23, time: 2.534, data_time: 1.541, memory: 8482, top1_acc: 0.2243, top5_acc: 0.4480, loss_cls: 3.8932, loss: 3.8932, grad_norm: 1.0217 2020-10-06 15:59:26,511 - mmaction - INFO - Epoch [58][40/1413] lr: 5.296e-01, eta: 3 days, 6:56:45, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.2326, top5_acc: 0.4579, loss_cls: 3.8635, loss: 3.8635, grad_norm: 0.9996 2020-10-06 15:59:46,080 - mmaction - INFO - Epoch [58][60/1413] lr: 5.296e-01, eta: 3 days, 6:56:10, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2251, top5_acc: 0.4525, loss_cls: 3.8739, loss: 3.8739, grad_norm: 1.0162 2020-10-06 16:00:06,488 - mmaction - INFO - Epoch [58][80/1413] lr: 5.296e-01, eta: 3 days, 6:55:54, time: 1.021, data_time: 0.002, memory: 8482, top1_acc: 0.2368, top5_acc: 0.4599, loss_cls: 3.8442, loss: 3.8442, grad_norm: 1.0045 2020-10-06 16:00:25,238 - mmaction - INFO - Epoch [58][100/1413] lr: 5.296e-01, eta: 3 days, 6:55:02, time: 0.938, data_time: 0.002, memory: 8482, top1_acc: 0.2207, top5_acc: 0.4426, loss_cls: 3.9094, loss: 3.9094, grad_norm: 1.0149 2020-10-06 16:00:44,773 - mmaction - INFO - Epoch [58][120/1413] lr: 5.296e-01, eta: 3 days, 6:54:27, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2250, top5_acc: 0.4470, loss_cls: 3.8936, loss: 3.8936, grad_norm: 1.0048 2020-10-06 16:01:04,328 - mmaction - INFO - Epoch [58][140/1413] lr: 5.296e-01, eta: 3 days, 6:53:52, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2324, top5_acc: 0.4589, loss_cls: 3.8300, loss: 3.8300, grad_norm: 0.9982 2020-10-06 16:01:23,933 - mmaction - INFO - Epoch [58][160/1413] lr: 5.296e-01, eta: 3 days, 6:53:18, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2220, top5_acc: 0.4516, loss_cls: 3.8736, loss: 3.8736, grad_norm: 1.0053 2020-10-06 16:01:43,603 - mmaction - INFO - Epoch [58][180/1413] lr: 5.296e-01, eta: 3 days, 6:52:46, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2199, top5_acc: 0.4501, loss_cls: 3.8922, loss: 3.8922, grad_norm: 1.0137 2020-10-06 16:02:03,384 - mmaction - INFO - Epoch [58][200/1413] lr: 5.296e-01, eta: 3 days, 6:52:17, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2201, top5_acc: 0.4533, loss_cls: 3.8822, loss: 3.8822, grad_norm: 1.0260 2020-10-06 16:02:23,139 - mmaction - INFO - Epoch [58][220/1413] lr: 5.296e-01, eta: 3 days, 6:51:47, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2236, top5_acc: 0.4539, loss_cls: 3.8980, loss: 3.8980, grad_norm: 1.0148 2020-10-06 16:02:42,919 - mmaction - INFO - Epoch [58][240/1413] lr: 5.296e-01, eta: 3 days, 6:51:17, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2246, top5_acc: 0.4445, loss_cls: 3.9026, loss: 3.9026, grad_norm: 1.0093 2020-10-06 16:03:02,645 - mmaction - INFO - Epoch [58][260/1413] lr: 5.296e-01, eta: 3 days, 6:50:47, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2271, top5_acc: 0.4479, loss_cls: 3.8634, loss: 3.8634, grad_norm: 1.0057 2020-10-06 16:03:22,305 - mmaction - INFO - Epoch [58][280/1413] lr: 5.296e-01, eta: 3 days, 6:50:15, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2292, top5_acc: 0.4436, loss_cls: 3.8759, loss: 3.8759, grad_norm: 1.0118 2020-10-06 16:03:41,955 - mmaction - INFO - Epoch [58][300/1413] lr: 5.296e-01, eta: 3 days, 6:49:42, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2257, top5_acc: 0.4430, loss_cls: 3.9073, loss: 3.9073, grad_norm: 0.9938 2020-10-06 16:04:01,543 - mmaction - INFO - Epoch [58][320/1413] lr: 5.296e-01, eta: 3 days, 6:49:09, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2279, top5_acc: 0.4419, loss_cls: 3.8950, loss: 3.8950, grad_norm: 0.9971 2020-10-06 16:04:21,227 - mmaction - INFO - Epoch [58][340/1413] lr: 5.296e-01, eta: 3 days, 6:48:37, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2250, top5_acc: 0.4486, loss_cls: 3.8741, loss: 3.8741, grad_norm: 1.0001 2020-10-06 16:04:40,962 - mmaction - INFO - Epoch [58][360/1413] lr: 5.296e-01, eta: 3 days, 6:48:07, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.2307, top5_acc: 0.4540, loss_cls: 3.8743, loss: 3.8743, grad_norm: 1.0065 2020-10-06 16:05:00,646 - mmaction - INFO - Epoch [58][380/1413] lr: 5.296e-01, eta: 3 days, 6:47:36, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2279, top5_acc: 0.4497, loss_cls: 3.8757, loss: 3.8757, grad_norm: 1.0086 2020-10-06 16:05:20,167 - mmaction - INFO - Epoch [58][400/1413] lr: 5.296e-01, eta: 3 days, 6:47:01, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2249, top5_acc: 0.4406, loss_cls: 3.8938, loss: 3.8938, grad_norm: 1.0056 2020-10-06 16:05:39,917 - mmaction - INFO - Epoch [58][420/1413] lr: 5.296e-01, eta: 3 days, 6:46:31, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2314, top5_acc: 0.4503, loss_cls: 3.8477, loss: 3.8477, grad_norm: 1.0185 2020-10-06 16:05:59,577 - mmaction - INFO - Epoch [58][440/1413] lr: 5.296e-01, eta: 3 days, 6:45:59, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2241, top5_acc: 0.4560, loss_cls: 3.8711, loss: 3.8711, grad_norm: 1.0243 2020-10-06 16:06:19,212 - mmaction - INFO - Epoch [58][460/1413] lr: 5.296e-01, eta: 3 days, 6:45:27, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2268, top5_acc: 0.4427, loss_cls: 3.9165, loss: 3.9165, grad_norm: 0.9940 2020-10-06 16:06:38,765 - mmaction - INFO - Epoch [58][480/1413] lr: 5.296e-01, eta: 3 days, 6:44:53, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2242, top5_acc: 0.4484, loss_cls: 3.9001, loss: 3.9001, grad_norm: 1.0126 2020-10-06 16:06:58,416 - mmaction - INFO - Epoch [58][500/1413] lr: 5.296e-01, eta: 3 days, 6:44:21, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2199, top5_acc: 0.4475, loss_cls: 3.9000, loss: 3.9000, grad_norm: 1.0092 2020-10-06 16:07:18,086 - mmaction - INFO - Epoch [58][520/1413] lr: 5.296e-01, eta: 3 days, 6:43:50, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2259, top5_acc: 0.4475, loss_cls: 3.8934, loss: 3.8934, grad_norm: 1.0085 2020-10-06 16:07:37,763 - mmaction - INFO - Epoch [58][540/1413] lr: 5.296e-01, eta: 3 days, 6:43:19, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2298, top5_acc: 0.4523, loss_cls: 3.8723, loss: 3.8723, grad_norm: 1.0077 2020-10-06 16:07:57,413 - mmaction - INFO - Epoch [58][560/1413] lr: 5.296e-01, eta: 3 days, 6:42:47, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2258, top5_acc: 0.4581, loss_cls: 3.8721, loss: 3.8721, grad_norm: 1.0162 2020-10-06 16:08:17,078 - mmaction - INFO - Epoch [58][580/1413] lr: 5.296e-01, eta: 3 days, 6:42:16, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2113, top5_acc: 0.4410, loss_cls: 3.9242, loss: 3.9242, grad_norm: 1.0065 2020-10-06 16:08:36,717 - mmaction - INFO - Epoch [58][600/1413] lr: 5.296e-01, eta: 3 days, 6:41:44, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2270, top5_acc: 0.4530, loss_cls: 3.8987, loss: 3.8987, grad_norm: 1.0115 2020-10-06 16:08:56,511 - mmaction - INFO - Epoch [58][620/1413] lr: 5.296e-01, eta: 3 days, 6:41:15, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.2201, top5_acc: 0.4332, loss_cls: 3.9542, loss: 3.9542, grad_norm: 0.9954 2020-10-06 16:09:16,172 - mmaction - INFO - Epoch [58][640/1413] lr: 5.296e-01, eta: 3 days, 6:40:44, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2273, top5_acc: 0.4496, loss_cls: 3.8724, loss: 3.8724, grad_norm: 0.9942 2020-10-06 16:09:35,802 - mmaction - INFO - Epoch [58][660/1413] lr: 5.296e-01, eta: 3 days, 6:40:12, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2260, top5_acc: 0.4538, loss_cls: 3.8817, loss: 3.8817, grad_norm: 1.0085 2020-10-06 16:09:55,445 - mmaction - INFO - Epoch [58][680/1413] lr: 5.296e-01, eta: 3 days, 6:39:40, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2250, top5_acc: 0.4576, loss_cls: 3.8550, loss: 3.8550, grad_norm: 1.0105 2020-10-06 16:10:15,148 - mmaction - INFO - Epoch [58][700/1413] lr: 5.296e-01, eta: 3 days, 6:39:10, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2186, top5_acc: 0.4475, loss_cls: 3.9105, loss: 3.9105, grad_norm: 1.0059 2020-10-06 16:10:34,824 - mmaction - INFO - Epoch [58][720/1413] lr: 5.296e-01, eta: 3 days, 6:38:38, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2251, top5_acc: 0.4454, loss_cls: 3.8820, loss: 3.8820, grad_norm: 1.0081 2020-10-06 16:10:54,537 - mmaction - INFO - Epoch [58][740/1413] lr: 5.296e-01, eta: 3 days, 6:38:09, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.2326, top5_acc: 0.4611, loss_cls: 3.8646, loss: 3.8646, grad_norm: 1.0157 2020-10-06 16:11:14,217 - mmaction - INFO - Epoch [58][760/1413] lr: 5.296e-01, eta: 3 days, 6:37:38, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2316, top5_acc: 0.4509, loss_cls: 3.8456, loss: 3.8456, grad_norm: 1.0210 2020-10-06 16:11:33,834 - mmaction - INFO - Epoch [58][780/1413] lr: 5.296e-01, eta: 3 days, 6:37:06, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2262, top5_acc: 0.4509, loss_cls: 3.8942, loss: 3.8942, grad_norm: 1.0267 2020-10-06 16:11:53,413 - mmaction - INFO - Epoch [58][800/1413] lr: 5.296e-01, eta: 3 days, 6:36:33, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2281, top5_acc: 0.4453, loss_cls: 3.8967, loss: 3.8967, grad_norm: 1.0027 2020-10-06 16:12:13,085 - mmaction - INFO - Epoch [58][820/1413] lr: 5.296e-01, eta: 3 days, 6:36:02, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2286, top5_acc: 0.4517, loss_cls: 3.8751, loss: 3.8751, grad_norm: 0.9968 2020-10-06 16:12:32,879 - mmaction - INFO - Epoch [58][840/1413] lr: 5.296e-01, eta: 3 days, 6:35:34, time: 0.989, data_time: 0.001, memory: 8482, top1_acc: 0.2288, top5_acc: 0.4603, loss_cls: 3.8494, loss: 3.8494, grad_norm: 1.0164 2020-10-06 16:12:52,427 - mmaction - INFO - Epoch [58][860/1413] lr: 5.296e-01, eta: 3 days, 6:35:00, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2299, top5_acc: 0.4564, loss_cls: 3.8589, loss: 3.8589, grad_norm: 1.0103 2020-10-06 16:13:12,042 - mmaction - INFO - Epoch [58][880/1413] lr: 5.296e-01, eta: 3 days, 6:34:28, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2288, top5_acc: 0.4562, loss_cls: 3.8486, loss: 3.8486, grad_norm: 1.0140 2020-10-06 16:13:31,598 - mmaction - INFO - Epoch [58][900/1413] lr: 5.296e-01, eta: 3 days, 6:33:55, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2229, top5_acc: 0.4419, loss_cls: 3.8974, loss: 3.8974, grad_norm: 1.0069 2020-10-06 16:13:51,182 - mmaction - INFO - Epoch [58][920/1413] lr: 5.296e-01, eta: 3 days, 6:33:23, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2169, top5_acc: 0.4477, loss_cls: 3.9206, loss: 3.9206, grad_norm: 1.0091 2020-10-06 16:14:10,806 - mmaction - INFO - Epoch [58][940/1413] lr: 5.296e-01, eta: 3 days, 6:32:51, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2257, top5_acc: 0.4673, loss_cls: 3.8614, loss: 3.8614, grad_norm: 0.9984 2020-10-06 16:14:30,411 - mmaction - INFO - Epoch [58][960/1413] lr: 5.296e-01, eta: 3 days, 6:32:19, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2260, top5_acc: 0.4521, loss_cls: 3.8786, loss: 3.8786, grad_norm: 1.0074 2020-10-06 16:14:49,984 - mmaction - INFO - Epoch [58][980/1413] lr: 5.296e-01, eta: 3 days, 6:31:47, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2312, top5_acc: 0.4559, loss_cls: 3.8389, loss: 3.8389, grad_norm: 0.9940 2020-10-06 16:15:09,590 - mmaction - INFO - Epoch [58][1000/1413] lr: 5.296e-01, eta: 3 days, 6:31:15, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2277, top5_acc: 0.4522, loss_cls: 3.8502, loss: 3.8502, grad_norm: 1.0165 2020-10-06 16:15:29,131 - mmaction - INFO - Epoch [58][1020/1413] lr: 5.296e-01, eta: 3 days, 6:30:42, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2250, top5_acc: 0.4470, loss_cls: 3.8861, loss: 3.8861, grad_norm: 0.9980 2020-10-06 16:15:48,844 - mmaction - INFO - Epoch [58][1040/1413] lr: 5.296e-01, eta: 3 days, 6:30:12, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2345, top5_acc: 0.4547, loss_cls: 3.8647, loss: 3.8647, grad_norm: 1.0103 2020-10-06 16:16:08,469 - mmaction - INFO - Epoch [58][1060/1413] lr: 5.296e-01, eta: 3 days, 6:29:41, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2263, top5_acc: 0.4488, loss_cls: 3.8579, loss: 3.8579, grad_norm: 1.0151 2020-10-06 16:16:28,011 - mmaction - INFO - Epoch [58][1080/1413] lr: 5.296e-01, eta: 3 days, 6:29:08, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2233, top5_acc: 0.4435, loss_cls: 3.9023, loss: 3.9023, grad_norm: 1.0094 2020-10-06 16:16:47,706 - mmaction - INFO - Epoch [58][1100/1413] lr: 5.296e-01, eta: 3 days, 6:28:38, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2240, top5_acc: 0.4439, loss_cls: 3.8773, loss: 3.8773, grad_norm: 1.0027 2020-10-06 16:17:07,400 - mmaction - INFO - Epoch [58][1120/1413] lr: 5.296e-01, eta: 3 days, 6:28:08, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2257, top5_acc: 0.4484, loss_cls: 3.8750, loss: 3.8750, grad_norm: 0.9903 2020-10-06 16:17:26,940 - mmaction - INFO - Epoch [58][1140/1413] lr: 5.296e-01, eta: 3 days, 6:27:35, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2245, top5_acc: 0.4586, loss_cls: 3.8677, loss: 3.8677, grad_norm: 1.0052 2020-10-06 16:17:46,547 - mmaction - INFO - Epoch [58][1160/1413] lr: 5.296e-01, eta: 3 days, 6:27:03, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2232, top5_acc: 0.4471, loss_cls: 3.8855, loss: 3.8855, grad_norm: 1.0092 2020-10-06 16:18:06,288 - mmaction - INFO - Epoch [58][1180/1413] lr: 5.296e-01, eta: 3 days, 6:26:35, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2250, top5_acc: 0.4473, loss_cls: 3.8913, loss: 3.8913, grad_norm: 1.0185 2020-10-06 16:18:26,041 - mmaction - INFO - Epoch [58][1200/1413] lr: 5.296e-01, eta: 3 days, 6:26:06, time: 0.988, data_time: 0.001, memory: 8482, top1_acc: 0.2264, top5_acc: 0.4483, loss_cls: 3.8822, loss: 3.8822, grad_norm: 0.9811 2020-10-06 16:18:45,671 - mmaction - INFO - Epoch [58][1220/1413] lr: 5.296e-01, eta: 3 days, 6:25:35, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2301, top5_acc: 0.4574, loss_cls: 3.8329, loss: 3.8329, grad_norm: 1.0128 2020-10-06 16:19:05,280 - mmaction - INFO - Epoch [58][1240/1413] lr: 5.296e-01, eta: 3 days, 6:25:04, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2247, top5_acc: 0.4464, loss_cls: 3.8842, loss: 3.8842, grad_norm: 1.0182 2020-10-06 16:19:25,069 - mmaction - INFO - Epoch [58][1260/1413] lr: 5.296e-01, eta: 3 days, 6:24:36, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.2189, top5_acc: 0.4480, loss_cls: 3.8768, loss: 3.8768, grad_norm: 1.0014 2020-10-06 16:19:44,643 - mmaction - INFO - Epoch [58][1280/1413] lr: 5.296e-01, eta: 3 days, 6:24:04, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2204, top5_acc: 0.4503, loss_cls: 3.8948, loss: 3.8948, grad_norm: 1.0169 2020-10-06 16:20:04,255 - mmaction - INFO - Epoch [58][1300/1413] lr: 5.296e-01, eta: 3 days, 6:23:32, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2352, top5_acc: 0.4564, loss_cls: 3.8614, loss: 3.8614, grad_norm: 0.9965 2020-10-06 16:20:24,002 - mmaction - INFO - Epoch [58][1320/1413] lr: 5.296e-01, eta: 3 days, 6:23:04, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2221, top5_acc: 0.4482, loss_cls: 3.8825, loss: 3.8825, grad_norm: 1.0154 2020-10-06 16:20:43,648 - mmaction - INFO - Epoch [58][1340/1413] lr: 5.296e-01, eta: 3 days, 6:22:34, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2320, top5_acc: 0.4488, loss_cls: 3.8606, loss: 3.8606, grad_norm: 1.0043 2020-10-06 16:21:03,342 - mmaction - INFO - Epoch [58][1360/1413] lr: 5.296e-01, eta: 3 days, 6:22:04, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2220, top5_acc: 0.4483, loss_cls: 3.8897, loss: 3.8897, grad_norm: 1.0173 2020-10-06 16:21:22,955 - mmaction - INFO - Epoch [58][1380/1413] lr: 5.296e-01, eta: 3 days, 6:21:33, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2277, top5_acc: 0.4465, loss_cls: 3.8845, loss: 3.8845, grad_norm: 1.0166 2020-10-06 16:21:42,593 - mmaction - INFO - Epoch [58][1400/1413] lr: 5.296e-01, eta: 3 days, 6:21:02, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2266, top5_acc: 0.4501, loss_cls: 3.8891, loss: 3.8891, grad_norm: 1.0089 2020-10-06 16:22:50,620 - mmaction - INFO - Epoch [59][20/1413] lr: 5.272e-01, eta: 3 days, 6:27:10, time: 2.678, data_time: 1.680, memory: 8482, top1_acc: 0.2147, top5_acc: 0.4452, loss_cls: 3.9409, loss: 3.9409, grad_norm: 1.0196 2020-10-06 16:23:09,922 - mmaction - INFO - Epoch [59][40/1413] lr: 5.272e-01, eta: 3 days, 6:26:32, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.2346, top5_acc: 0.4586, loss_cls: 3.8332, loss: 3.8332, grad_norm: 1.0060 2020-10-06 16:23:29,513 - mmaction - INFO - Epoch [59][60/1413] lr: 5.272e-01, eta: 3 days, 6:26:00, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2339, top5_acc: 0.4531, loss_cls: 3.8696, loss: 3.8696, grad_norm: 1.0165 2020-10-06 16:23:49,129 - mmaction - INFO - Epoch [59][80/1413] lr: 5.272e-01, eta: 3 days, 6:25:29, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2314, top5_acc: 0.4499, loss_cls: 3.8349, loss: 3.8349, grad_norm: 1.0030 2020-10-06 16:24:08,776 - mmaction - INFO - Epoch [59][100/1413] lr: 5.272e-01, eta: 3 days, 6:24:58, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2251, top5_acc: 0.4530, loss_cls: 3.8894, loss: 3.8894, grad_norm: 1.0215 2020-10-06 16:24:28,379 - mmaction - INFO - Epoch [59][120/1413] lr: 5.272e-01, eta: 3 days, 6:24:26, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2264, top5_acc: 0.4542, loss_cls: 3.8499, loss: 3.8499, grad_norm: 1.0201 2020-10-06 16:24:47,955 - mmaction - INFO - Epoch [59][140/1413] lr: 5.272e-01, eta: 3 days, 6:23:54, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2305, top5_acc: 0.4638, loss_cls: 3.8382, loss: 3.8382, grad_norm: 1.0089 2020-10-06 16:25:07,685 - mmaction - INFO - Epoch [59][160/1413] lr: 5.272e-01, eta: 3 days, 6:23:25, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2322, top5_acc: 0.4516, loss_cls: 3.8853, loss: 3.8853, grad_norm: 1.0015 2020-10-06 16:25:27,343 - mmaction - INFO - Epoch [59][180/1413] lr: 5.272e-01, eta: 3 days, 6:22:54, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2280, top5_acc: 0.4518, loss_cls: 3.8820, loss: 3.8820, grad_norm: 0.9994 2020-10-06 16:25:46,957 - mmaction - INFO - Epoch [59][200/1413] lr: 5.272e-01, eta: 3 days, 6:22:23, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2180, top5_acc: 0.4507, loss_cls: 3.8933, loss: 3.8933, grad_norm: 1.0097 2020-10-06 16:26:06,562 - mmaction - INFO - Epoch [59][220/1413] lr: 5.272e-01, eta: 3 days, 6:21:52, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2331, top5_acc: 0.4517, loss_cls: 3.8610, loss: 3.8610, grad_norm: 1.0039 2020-10-06 16:26:26,105 - mmaction - INFO - Epoch [59][240/1413] lr: 5.272e-01, eta: 3 days, 6:21:19, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2275, top5_acc: 0.4510, loss_cls: 3.8674, loss: 3.8674, grad_norm: 1.0160 2020-10-06 16:26:45,659 - mmaction - INFO - Epoch [59][260/1413] lr: 5.272e-01, eta: 3 days, 6:20:46, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2271, top5_acc: 0.4553, loss_cls: 3.8413, loss: 3.8413, grad_norm: 1.0073 2020-10-06 16:27:05,325 - mmaction - INFO - Epoch [59][280/1413] lr: 5.272e-01, eta: 3 days, 6:20:16, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2313, top5_acc: 0.4643, loss_cls: 3.8231, loss: 3.8231, grad_norm: 1.0328 2020-10-06 16:27:24,958 - mmaction - INFO - Epoch [59][300/1413] lr: 5.272e-01, eta: 3 days, 6:19:46, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2335, top5_acc: 0.4543, loss_cls: 3.8533, loss: 3.8533, grad_norm: 1.0232 2020-10-06 16:27:44,571 - mmaction - INFO - Epoch [59][320/1413] lr: 5.272e-01, eta: 3 days, 6:19:15, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2395, top5_acc: 0.4694, loss_cls: 3.8255, loss: 3.8255, grad_norm: 1.0176 2020-10-06 16:28:04,077 - mmaction - INFO - Epoch [59][340/1413] lr: 5.272e-01, eta: 3 days, 6:18:42, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2318, top5_acc: 0.4538, loss_cls: 3.8751, loss: 3.8751, grad_norm: 0.9987 2020-10-06 16:28:23,732 - mmaction - INFO - Epoch [59][360/1413] lr: 5.272e-01, eta: 3 days, 6:18:11, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2240, top5_acc: 0.4409, loss_cls: 3.8867, loss: 3.8867, grad_norm: 1.0014 2020-10-06 16:28:43,419 - mmaction - INFO - Epoch [59][380/1413] lr: 5.272e-01, eta: 3 days, 6:17:41, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2348, top5_acc: 0.4612, loss_cls: 3.8475, loss: 3.8475, grad_norm: 1.0139 2020-10-06 16:29:03,060 - mmaction - INFO - Epoch [59][400/1413] lr: 5.272e-01, eta: 3 days, 6:17:11, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2289, top5_acc: 0.4480, loss_cls: 3.8963, loss: 3.8963, grad_norm: 1.0159 2020-10-06 16:29:22,737 - mmaction - INFO - Epoch [59][420/1413] lr: 5.272e-01, eta: 3 days, 6:16:41, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2219, top5_acc: 0.4551, loss_cls: 3.8649, loss: 3.8649, grad_norm: 1.0105 2020-10-06 16:29:42,416 - mmaction - INFO - Epoch [59][440/1413] lr: 5.272e-01, eta: 3 days, 6:16:11, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2319, top5_acc: 0.4521, loss_cls: 3.8371, loss: 3.8371, grad_norm: 1.0012 2020-10-06 16:30:02,015 - mmaction - INFO - Epoch [59][460/1413] lr: 5.272e-01, eta: 3 days, 6:15:41, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2316, top5_acc: 0.4509, loss_cls: 3.8981, loss: 3.8981, grad_norm: 1.0103 2020-10-06 16:30:20,733 - mmaction - INFO - Epoch [59][480/1413] lr: 5.272e-01, eta: 3 days, 6:14:52, time: 0.935, data_time: 0.001, memory: 8482, top1_acc: 0.2238, top5_acc: 0.4441, loss_cls: 3.8919, loss: 3.8919, grad_norm: 1.0114 2020-10-06 16:30:40,350 - mmaction - INFO - Epoch [59][500/1413] lr: 5.272e-01, eta: 3 days, 6:14:22, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2249, top5_acc: 0.4488, loss_cls: 3.8738, loss: 3.8738, grad_norm: 1.0129 2020-10-06 16:31:00,129 - mmaction - INFO - Epoch [59][520/1413] lr: 5.272e-01, eta: 3 days, 6:13:54, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2262, top5_acc: 0.4474, loss_cls: 3.8814, loss: 3.8814, grad_norm: 1.0104 2020-10-06 16:31:19,610 - mmaction - INFO - Epoch [59][540/1413] lr: 5.272e-01, eta: 3 days, 6:13:21, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2210, top5_acc: 0.4432, loss_cls: 3.9153, loss: 3.9153, grad_norm: 1.0233 2020-10-06 16:31:39,210 - mmaction - INFO - Epoch [59][560/1413] lr: 5.272e-01, eta: 3 days, 6:12:50, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2197, top5_acc: 0.4542, loss_cls: 3.8964, loss: 3.8964, grad_norm: 1.0276 2020-10-06 16:31:58,738 - mmaction - INFO - Epoch [59][580/1413] lr: 5.272e-01, eta: 3 days, 6:12:17, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2221, top5_acc: 0.4380, loss_cls: 3.9180, loss: 3.9180, grad_norm: 1.0044 2020-10-06 16:32:18,303 - mmaction - INFO - Epoch [59][600/1413] lr: 5.272e-01, eta: 3 days, 6:11:46, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2216, top5_acc: 0.4518, loss_cls: 3.8759, loss: 3.8759, grad_norm: 1.0003 2020-10-06 16:32:38,115 - mmaction - INFO - Epoch [59][620/1413] lr: 5.272e-01, eta: 3 days, 6:11:19, time: 0.991, data_time: 0.002, memory: 8482, top1_acc: 0.2331, top5_acc: 0.4475, loss_cls: 3.8832, loss: 3.8832, grad_norm: 1.0094 2020-10-06 16:32:57,654 - mmaction - INFO - Epoch [59][640/1413] lr: 5.272e-01, eta: 3 days, 6:10:47, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2277, top5_acc: 0.4533, loss_cls: 3.8682, loss: 3.8682, grad_norm: 0.9966 2020-10-06 16:33:17,303 - mmaction - INFO - Epoch [59][660/1413] lr: 5.272e-01, eta: 3 days, 6:10:17, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2309, top5_acc: 0.4583, loss_cls: 3.8311, loss: 3.8311, grad_norm: 1.0064 2020-10-06 16:33:36,877 - mmaction - INFO - Epoch [59][680/1413] lr: 5.272e-01, eta: 3 days, 6:09:46, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2272, top5_acc: 0.4615, loss_cls: 3.8554, loss: 3.8554, grad_norm: 1.0116 2020-10-06 16:33:56,483 - mmaction - INFO - Epoch [59][700/1413] lr: 5.272e-01, eta: 3 days, 6:09:15, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2242, top5_acc: 0.4456, loss_cls: 3.8860, loss: 3.8860, grad_norm: 1.0130 2020-10-06 16:34:16,085 - mmaction - INFO - Epoch [59][720/1413] lr: 5.272e-01, eta: 3 days, 6:08:44, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2268, top5_acc: 0.4512, loss_cls: 3.8887, loss: 3.8887, grad_norm: 1.0024 2020-10-06 16:34:35,792 - mmaction - INFO - Epoch [59][740/1413] lr: 5.272e-01, eta: 3 days, 6:08:16, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2296, top5_acc: 0.4505, loss_cls: 3.8587, loss: 3.8587, grad_norm: 1.0070 2020-10-06 16:34:55,415 - mmaction - INFO - Epoch [59][760/1413] lr: 5.272e-01, eta: 3 days, 6:07:45, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2307, top5_acc: 0.4503, loss_cls: 3.8593, loss: 3.8593, grad_norm: 1.0032 2020-10-06 16:35:15,047 - mmaction - INFO - Epoch [59][780/1413] lr: 5.272e-01, eta: 3 days, 6:07:15, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2260, top5_acc: 0.4549, loss_cls: 3.8584, loss: 3.8584, grad_norm: 0.9909 2020-10-06 16:35:34,710 - mmaction - INFO - Epoch [59][800/1413] lr: 5.272e-01, eta: 3 days, 6:06:46, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2246, top5_acc: 0.4430, loss_cls: 3.9068, loss: 3.9068, grad_norm: 1.0234 2020-10-06 16:35:54,207 - mmaction - INFO - Epoch [59][820/1413] lr: 5.272e-01, eta: 3 days, 6:06:13, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2240, top5_acc: 0.4474, loss_cls: 3.8976, loss: 3.8976, grad_norm: 1.0080 2020-10-06 16:36:13,857 - mmaction - INFO - Epoch [59][840/1413] lr: 5.272e-01, eta: 3 days, 6:05:44, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2197, top5_acc: 0.4465, loss_cls: 3.9075, loss: 3.9075, grad_norm: 1.0128 2020-10-06 16:36:33,548 - mmaction - INFO - Epoch [59][860/1413] lr: 5.272e-01, eta: 3 days, 6:05:15, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2301, top5_acc: 0.4458, loss_cls: 3.9070, loss: 3.9070, grad_norm: 0.9902 2020-10-06 16:36:53,091 - mmaction - INFO - Epoch [59][880/1413] lr: 5.272e-01, eta: 3 days, 6:04:43, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2267, top5_acc: 0.4574, loss_cls: 3.8409, loss: 3.8409, grad_norm: 1.0132 2020-10-06 16:37:12,740 - mmaction - INFO - Epoch [59][900/1413] lr: 5.272e-01, eta: 3 days, 6:04:14, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2294, top5_acc: 0.4561, loss_cls: 3.8665, loss: 3.8665, grad_norm: 1.0231 2020-10-06 16:37:32,320 - mmaction - INFO - Epoch [59][920/1413] lr: 5.272e-01, eta: 3 days, 6:03:43, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2242, top5_acc: 0.4411, loss_cls: 3.8823, loss: 3.8823, grad_norm: 0.9950 2020-10-06 16:37:51,997 - mmaction - INFO - Epoch [59][940/1413] lr: 5.272e-01, eta: 3 days, 6:03:13, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2242, top5_acc: 0.4569, loss_cls: 3.8695, loss: 3.8695, grad_norm: 0.9978 2020-10-06 16:38:11,605 - mmaction - INFO - Epoch [59][960/1413] lr: 5.272e-01, eta: 3 days, 6:02:43, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2251, top5_acc: 0.4505, loss_cls: 3.8731, loss: 3.8731, grad_norm: 1.0178 2020-10-06 16:38:31,239 - mmaction - INFO - Epoch [59][980/1413] lr: 5.272e-01, eta: 3 days, 6:02:14, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2263, top5_acc: 0.4509, loss_cls: 3.8604, loss: 3.8604, grad_norm: 1.0000 2020-10-06 16:38:50,886 - mmaction - INFO - Epoch [59][1000/1413] lr: 5.272e-01, eta: 3 days, 6:01:44, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2232, top5_acc: 0.4552, loss_cls: 3.8749, loss: 3.8749, grad_norm: 1.0151 2020-10-06 16:39:10,527 - mmaction - INFO - Epoch [59][1020/1413] lr: 5.272e-01, eta: 3 days, 6:01:15, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2263, top5_acc: 0.4540, loss_cls: 3.8937, loss: 3.8937, grad_norm: 1.0173 2020-10-06 16:39:30,117 - mmaction - INFO - Epoch [59][1040/1413] lr: 5.272e-01, eta: 3 days, 6:00:44, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2314, top5_acc: 0.4568, loss_cls: 3.8733, loss: 3.8733, grad_norm: 1.0277 2020-10-06 16:39:49,705 - mmaction - INFO - Epoch [59][1060/1413] lr: 5.272e-01, eta: 3 days, 6:00:13, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2199, top5_acc: 0.4383, loss_cls: 3.9498, loss: 3.9498, grad_norm: 1.0054 2020-10-06 16:40:09,332 - mmaction - INFO - Epoch [59][1080/1413] lr: 5.272e-01, eta: 3 days, 5:59:44, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2322, top5_acc: 0.4383, loss_cls: 3.9174, loss: 3.9174, grad_norm: 1.0149 2020-10-06 16:40:28,993 - mmaction - INFO - Epoch [59][1100/1413] lr: 5.272e-01, eta: 3 days, 5:59:15, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2228, top5_acc: 0.4392, loss_cls: 3.8860, loss: 3.8860, grad_norm: 0.9915 2020-10-06 16:40:48,658 - mmaction - INFO - Epoch [59][1120/1413] lr: 5.272e-01, eta: 3 days, 5:58:46, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2259, top5_acc: 0.4496, loss_cls: 3.8796, loss: 3.8796, grad_norm: 1.0153 2020-10-06 16:41:08,263 - mmaction - INFO - Epoch [59][1140/1413] lr: 5.272e-01, eta: 3 days, 5:58:16, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2302, top5_acc: 0.4500, loss_cls: 3.8721, loss: 3.8721, grad_norm: 1.0055 2020-10-06 16:41:27,933 - mmaction - INFO - Epoch [59][1160/1413] lr: 5.272e-01, eta: 3 days, 5:57:47, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2201, top5_acc: 0.4471, loss_cls: 3.9125, loss: 3.9125, grad_norm: 1.0072 2020-10-06 16:41:47,407 - mmaction - INFO - Epoch [59][1180/1413] lr: 5.272e-01, eta: 3 days, 5:57:14, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.2247, top5_acc: 0.4454, loss_cls: 3.8928, loss: 3.8928, grad_norm: 1.0095 2020-10-06 16:42:07,066 - mmaction - INFO - Epoch [59][1200/1413] lr: 5.272e-01, eta: 3 days, 5:56:45, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2273, top5_acc: 0.4538, loss_cls: 3.8703, loss: 3.8703, grad_norm: 1.0184 2020-10-06 16:42:26,719 - mmaction - INFO - Epoch [59][1220/1413] lr: 5.272e-01, eta: 3 days, 5:56:16, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2268, top5_acc: 0.4531, loss_cls: 3.8883, loss: 3.8883, grad_norm: 1.0014 2020-10-06 16:42:46,308 - mmaction - INFO - Epoch [59][1240/1413] lr: 5.272e-01, eta: 3 days, 5:55:46, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2275, top5_acc: 0.4512, loss_cls: 3.8833, loss: 3.8833, grad_norm: 1.0162 2020-10-06 16:43:05,915 - mmaction - INFO - Epoch [59][1260/1413] lr: 5.272e-01, eta: 3 days, 5:55:16, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2230, top5_acc: 0.4514, loss_cls: 3.8744, loss: 3.8744, grad_norm: 1.0060 2020-10-06 16:43:25,601 - mmaction - INFO - Epoch [59][1280/1413] lr: 5.272e-01, eta: 3 days, 5:54:48, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2193, top5_acc: 0.4480, loss_cls: 3.9083, loss: 3.9083, grad_norm: 1.0084 2020-10-06 16:43:45,119 - mmaction - INFO - Epoch [59][1300/1413] lr: 5.272e-01, eta: 3 days, 5:54:16, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2296, top5_acc: 0.4531, loss_cls: 3.8656, loss: 3.8656, grad_norm: 1.0118 2020-10-06 16:44:04,681 - mmaction - INFO - Epoch [59][1320/1413] lr: 5.272e-01, eta: 3 days, 5:53:46, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2227, top5_acc: 0.4492, loss_cls: 3.8825, loss: 3.8825, grad_norm: 0.9956 2020-10-06 16:44:24,401 - mmaction - INFO - Epoch [59][1340/1413] lr: 5.272e-01, eta: 3 days, 5:53:18, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2288, top5_acc: 0.4557, loss_cls: 3.8304, loss: 3.8304, grad_norm: 1.0159 2020-10-06 16:44:44,018 - mmaction - INFO - Epoch [59][1360/1413] lr: 5.272e-01, eta: 3 days, 5:52:49, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2367, top5_acc: 0.4535, loss_cls: 3.8623, loss: 3.8623, grad_norm: 0.9966 2020-10-06 16:45:03,495 - mmaction - INFO - Epoch [59][1380/1413] lr: 5.272e-01, eta: 3 days, 5:52:17, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2207, top5_acc: 0.4443, loss_cls: 3.8950, loss: 3.8950, grad_norm: 1.0114 2020-10-06 16:45:23,292 - mmaction - INFO - Epoch [59][1400/1413] lr: 5.272e-01, eta: 3 days, 5:51:50, time: 0.989, data_time: 0.001, memory: 8482, top1_acc: 0.2264, top5_acc: 0.4490, loss_cls: 3.8846, loss: 3.8846, grad_norm: 1.0267 2020-10-06 16:46:26,530 - mmaction - INFO - Epoch [60][20/1413] lr: 5.247e-01, eta: 3 days, 5:56:17, time: 2.500, data_time: 1.515, memory: 8482, top1_acc: 0.2263, top5_acc: 0.4457, loss_cls: 3.8689, loss: 3.8689, grad_norm: 1.0244 2020-10-06 16:46:45,869 - mmaction - INFO - Epoch [60][40/1413] lr: 5.247e-01, eta: 3 days, 5:55:42, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.2324, top5_acc: 0.4586, loss_cls: 3.8545, loss: 3.8545, grad_norm: 1.0063 2020-10-06 16:47:05,418 - mmaction - INFO - Epoch [60][60/1413] lr: 5.247e-01, eta: 3 days, 5:55:11, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2430, top5_acc: 0.4702, loss_cls: 3.8049, loss: 3.8049, grad_norm: 1.0042 2020-10-06 16:47:25,019 - mmaction - INFO - Epoch [60][80/1413] lr: 5.247e-01, eta: 3 days, 5:54:41, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2302, top5_acc: 0.4589, loss_cls: 3.8549, loss: 3.8549, grad_norm: 1.0080 2020-10-06 16:47:44,555 - mmaction - INFO - Epoch [60][100/1413] lr: 5.247e-01, eta: 3 days, 5:54:10, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2335, top5_acc: 0.4572, loss_cls: 3.8407, loss: 3.8407, grad_norm: 1.0118 2020-10-06 16:48:04,119 - mmaction - INFO - Epoch [60][120/1413] lr: 5.247e-01, eta: 3 days, 5:53:39, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2223, top5_acc: 0.4507, loss_cls: 3.8913, loss: 3.8913, grad_norm: 1.0057 2020-10-06 16:48:23,701 - mmaction - INFO - Epoch [60][140/1413] lr: 5.247e-01, eta: 3 days, 5:53:09, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2337, top5_acc: 0.4544, loss_cls: 3.8410, loss: 3.8410, grad_norm: 1.0089 2020-10-06 16:48:43,428 - mmaction - INFO - Epoch [60][160/1413] lr: 5.247e-01, eta: 3 days, 5:52:41, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2257, top5_acc: 0.4542, loss_cls: 3.8643, loss: 3.8643, grad_norm: 1.0225 2020-10-06 16:49:02,954 - mmaction - INFO - Epoch [60][180/1413] lr: 5.247e-01, eta: 3 days, 5:52:10, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2275, top5_acc: 0.4503, loss_cls: 3.8679, loss: 3.8679, grad_norm: 1.0241 2020-10-06 16:49:22,586 - mmaction - INFO - Epoch [60][200/1413] lr: 5.247e-01, eta: 3 days, 5:51:40, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2283, top5_acc: 0.4538, loss_cls: 3.8786, loss: 3.8786, grad_norm: 1.0119 2020-10-06 16:49:42,233 - mmaction - INFO - Epoch [60][220/1413] lr: 5.247e-01, eta: 3 days, 5:51:12, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2372, top5_acc: 0.4589, loss_cls: 3.8220, loss: 3.8220, grad_norm: 1.0312 2020-10-06 16:50:01,878 - mmaction - INFO - Epoch [60][240/1413] lr: 5.247e-01, eta: 3 days, 5:50:42, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2246, top5_acc: 0.4483, loss_cls: 3.8872, loss: 3.8872, grad_norm: 0.9951 2020-10-06 16:50:21,523 - mmaction - INFO - Epoch [60][260/1413] lr: 5.247e-01, eta: 3 days, 5:50:13, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2358, top5_acc: 0.4608, loss_cls: 3.8178, loss: 3.8178, grad_norm: 0.9971 2020-10-06 16:50:41,057 - mmaction - INFO - Epoch [60][280/1413] lr: 5.247e-01, eta: 3 days, 5:49:42, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2267, top5_acc: 0.4573, loss_cls: 3.8473, loss: 3.8473, grad_norm: 1.0042 2020-10-06 16:51:00,656 - mmaction - INFO - Epoch [60][300/1413] lr: 5.247e-01, eta: 3 days, 5:49:12, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2311, top5_acc: 0.4525, loss_cls: 3.8480, loss: 3.8480, grad_norm: 1.0184 2020-10-06 16:51:20,212 - mmaction - INFO - Epoch [60][320/1413] lr: 5.247e-01, eta: 3 days, 5:48:42, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2270, top5_acc: 0.4520, loss_cls: 3.8945, loss: 3.8945, grad_norm: 1.0237 2020-10-06 16:51:39,784 - mmaction - INFO - Epoch [60][340/1413] lr: 5.247e-01, eta: 3 days, 5:48:11, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2366, top5_acc: 0.4505, loss_cls: 3.8654, loss: 3.8654, grad_norm: 1.0062 2020-10-06 16:51:59,463 - mmaction - INFO - Epoch [60][360/1413] lr: 5.247e-01, eta: 3 days, 5:47:43, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2319, top5_acc: 0.4490, loss_cls: 3.8451, loss: 3.8451, grad_norm: 1.0070 2020-10-06 16:52:19,198 - mmaction - INFO - Epoch [60][380/1413] lr: 5.247e-01, eta: 3 days, 5:47:15, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2199, top5_acc: 0.4349, loss_cls: 3.9265, loss: 3.9265, grad_norm: 1.0211 2020-10-06 16:52:38,869 - mmaction - INFO - Epoch [60][400/1413] lr: 5.247e-01, eta: 3 days, 5:46:47, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2171, top5_acc: 0.4362, loss_cls: 3.9282, loss: 3.9282, grad_norm: 0.9875 2020-10-06 16:52:58,358 - mmaction - INFO - Epoch [60][420/1413] lr: 5.247e-01, eta: 3 days, 5:46:16, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2318, top5_acc: 0.4615, loss_cls: 3.8302, loss: 3.8302, grad_norm: 1.0218 2020-10-06 16:53:18,094 - mmaction - INFO - Epoch [60][440/1413] lr: 5.247e-01, eta: 3 days, 5:45:48, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2383, top5_acc: 0.4599, loss_cls: 3.8329, loss: 3.8329, grad_norm: 1.0152 2020-10-06 16:53:37,759 - mmaction - INFO - Epoch [60][460/1413] lr: 5.247e-01, eta: 3 days, 5:45:20, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2299, top5_acc: 0.4490, loss_cls: 3.8569, loss: 3.8569, grad_norm: 1.0230 2020-10-06 16:53:57,412 - mmaction - INFO - Epoch [60][480/1413] lr: 5.247e-01, eta: 3 days, 5:44:51, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2266, top5_acc: 0.4500, loss_cls: 3.8488, loss: 3.8488, grad_norm: 1.0177 2020-10-06 16:54:16,946 - mmaction - INFO - Epoch [60][500/1413] lr: 5.247e-01, eta: 3 days, 5:44:21, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2339, top5_acc: 0.4512, loss_cls: 3.8653, loss: 3.8653, grad_norm: 1.0224 2020-10-06 16:54:36,510 - mmaction - INFO - Epoch [60][520/1413] lr: 5.247e-01, eta: 3 days, 5:43:50, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2173, top5_acc: 0.4410, loss_cls: 3.9362, loss: 3.9362, grad_norm: 1.0145 2020-10-06 16:54:56,223 - mmaction - INFO - Epoch [60][540/1413] lr: 5.247e-01, eta: 3 days, 5:43:23, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2301, top5_acc: 0.4503, loss_cls: 3.8855, loss: 3.8855, grad_norm: 1.0084 2020-10-06 16:55:15,954 - mmaction - INFO - Epoch [60][560/1413] lr: 5.247e-01, eta: 3 days, 5:42:55, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2275, top5_acc: 0.4460, loss_cls: 3.8879, loss: 3.8879, grad_norm: 1.0132 2020-10-06 16:55:35,699 - mmaction - INFO - Epoch [60][580/1413] lr: 5.247e-01, eta: 3 days, 5:42:28, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2253, top5_acc: 0.4487, loss_cls: 3.8831, loss: 3.8831, grad_norm: 0.9972 2020-10-06 16:55:55,241 - mmaction - INFO - Epoch [60][600/1413] lr: 5.247e-01, eta: 3 days, 5:41:58, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2241, top5_acc: 0.4475, loss_cls: 3.8616, loss: 3.8616, grad_norm: 0.9996 2020-10-06 16:56:14,841 - mmaction - INFO - Epoch [60][620/1413] lr: 5.247e-01, eta: 3 days, 5:41:29, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2219, top5_acc: 0.4449, loss_cls: 3.8987, loss: 3.8987, grad_norm: 1.0043 2020-10-06 16:56:34,486 - mmaction - INFO - Epoch [60][640/1413] lr: 5.247e-01, eta: 3 days, 5:41:00, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2242, top5_acc: 0.4499, loss_cls: 3.8802, loss: 3.8802, grad_norm: 1.0252 2020-10-06 16:56:54,017 - mmaction - INFO - Epoch [60][660/1413] lr: 5.247e-01, eta: 3 days, 5:40:29, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2255, top5_acc: 0.4419, loss_cls: 3.9263, loss: 3.9263, grad_norm: 1.0122 2020-10-06 16:57:13,687 - mmaction - INFO - Epoch [60][680/1413] lr: 5.247e-01, eta: 3 days, 5:40:01, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2342, top5_acc: 0.4628, loss_cls: 3.8330, loss: 3.8330, grad_norm: 1.0089 2020-10-06 16:57:33,284 - mmaction - INFO - Epoch [60][700/1413] lr: 5.247e-01, eta: 3 days, 5:39:32, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2197, top5_acc: 0.4499, loss_cls: 3.8762, loss: 3.8762, grad_norm: 1.0137 2020-10-06 16:57:52,907 - mmaction - INFO - Epoch [60][720/1413] lr: 5.247e-01, eta: 3 days, 5:39:03, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2340, top5_acc: 0.4594, loss_cls: 3.8936, loss: 3.8936, grad_norm: 1.0100 2020-10-06 16:58:12,452 - mmaction - INFO - Epoch [60][740/1413] lr: 5.247e-01, eta: 3 days, 5:38:32, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2230, top5_acc: 0.4467, loss_cls: 3.9034, loss: 3.9034, grad_norm: 1.0095 2020-10-06 16:58:32,084 - mmaction - INFO - Epoch [60][760/1413] lr: 5.247e-01, eta: 3 days, 5:38:04, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2223, top5_acc: 0.4464, loss_cls: 3.8984, loss: 3.8984, grad_norm: 1.0096 2020-10-06 16:58:51,740 - mmaction - INFO - Epoch [60][780/1413] lr: 5.247e-01, eta: 3 days, 5:37:35, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2250, top5_acc: 0.4520, loss_cls: 3.8553, loss: 3.8553, grad_norm: 1.0138 2020-10-06 16:59:11,489 - mmaction - INFO - Epoch [60][800/1413] lr: 5.247e-01, eta: 3 days, 5:37:09, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2186, top5_acc: 0.4409, loss_cls: 3.9420, loss: 3.9420, grad_norm: 1.0062 2020-10-06 16:59:31,036 - mmaction - INFO - Epoch [60][820/1413] lr: 5.247e-01, eta: 3 days, 5:36:38, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2276, top5_acc: 0.4508, loss_cls: 3.8665, loss: 3.8665, grad_norm: 1.0026 2020-10-06 16:59:50,587 - mmaction - INFO - Epoch [60][840/1413] lr: 5.247e-01, eta: 3 days, 5:36:09, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2283, top5_acc: 0.4576, loss_cls: 3.8819, loss: 3.8819, grad_norm: 1.0003 2020-10-06 17:00:10,445 - mmaction - INFO - Epoch [60][860/1413] lr: 5.247e-01, eta: 3 days, 5:35:44, time: 0.992, data_time: 0.002, memory: 8482, top1_acc: 0.2280, top5_acc: 0.4432, loss_cls: 3.8851, loss: 3.8851, grad_norm: 1.0027 2020-10-06 17:00:29,993 - mmaction - INFO - Epoch [60][880/1413] lr: 5.247e-01, eta: 3 days, 5:35:14, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2301, top5_acc: 0.4499, loss_cls: 3.8631, loss: 3.8631, grad_norm: 1.0227 2020-10-06 17:00:49,599 - mmaction - INFO - Epoch [60][900/1413] lr: 5.247e-01, eta: 3 days, 5:34:45, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2279, top5_acc: 0.4504, loss_cls: 3.8713, loss: 3.8713, grad_norm: 1.0103 2020-10-06 17:01:09,249 - mmaction - INFO - Epoch [60][920/1413] lr: 5.247e-01, eta: 3 days, 5:34:17, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2314, top5_acc: 0.4514, loss_cls: 3.8534, loss: 3.8534, grad_norm: 1.0033 2020-10-06 17:01:28,875 - mmaction - INFO - Epoch [60][940/1413] lr: 5.247e-01, eta: 3 days, 5:33:48, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2267, top5_acc: 0.4526, loss_cls: 3.8721, loss: 3.8721, grad_norm: 1.0108 2020-10-06 17:01:48,508 - mmaction - INFO - Epoch [60][960/1413] lr: 5.247e-01, eta: 3 days, 5:33:19, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2346, top5_acc: 0.4583, loss_cls: 3.8325, loss: 3.8325, grad_norm: 1.0214 2020-10-06 17:02:08,103 - mmaction - INFO - Epoch [60][980/1413] lr: 5.247e-01, eta: 3 days, 5:32:50, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2185, top5_acc: 0.4382, loss_cls: 3.9239, loss: 3.9239, grad_norm: 1.0164 2020-10-06 17:02:27,751 - mmaction - INFO - Epoch [60][1000/1413] lr: 5.247e-01, eta: 3 days, 5:32:23, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2241, top5_acc: 0.4477, loss_cls: 3.9028, loss: 3.9028, grad_norm: 0.9996 2020-10-06 17:02:47,517 - mmaction - INFO - Epoch [60][1020/1413] lr: 5.247e-01, eta: 3 days, 5:31:56, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.2293, top5_acc: 0.4475, loss_cls: 3.9039, loss: 3.9039, grad_norm: 1.0211 2020-10-06 17:03:07,115 - mmaction - INFO - Epoch [60][1040/1413] lr: 5.247e-01, eta: 3 days, 5:31:27, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2277, top5_acc: 0.4467, loss_cls: 3.8881, loss: 3.8881, grad_norm: 1.0099 2020-10-06 17:03:26,699 - mmaction - INFO - Epoch [60][1060/1413] lr: 5.247e-01, eta: 3 days, 5:30:58, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2204, top5_acc: 0.4417, loss_cls: 3.9179, loss: 3.9179, grad_norm: 1.0108 2020-10-06 17:03:46,370 - mmaction - INFO - Epoch [60][1080/1413] lr: 5.247e-01, eta: 3 days, 5:30:30, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2240, top5_acc: 0.4539, loss_cls: 3.8912, loss: 3.8912, grad_norm: 1.0076 2020-10-06 17:04:06,094 - mmaction - INFO - Epoch [60][1100/1413] lr: 5.247e-01, eta: 3 days, 5:30:03, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2215, top5_acc: 0.4479, loss_cls: 3.8863, loss: 3.8863, grad_norm: 1.0021 2020-10-06 17:04:25,795 - mmaction - INFO - Epoch [60][1120/1413] lr: 5.247e-01, eta: 3 days, 5:29:36, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2245, top5_acc: 0.4413, loss_cls: 3.8791, loss: 3.8791, grad_norm: 0.9974 2020-10-06 17:04:45,443 - mmaction - INFO - Epoch [60][1140/1413] lr: 5.247e-01, eta: 3 days, 5:29:08, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2354, top5_acc: 0.4561, loss_cls: 3.8567, loss: 3.8567, grad_norm: 1.0033 2020-10-06 17:05:05,020 - mmaction - INFO - Epoch [60][1160/1413] lr: 5.247e-01, eta: 3 days, 5:28:39, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2245, top5_acc: 0.4421, loss_cls: 3.9218, loss: 3.9218, grad_norm: 0.9988 2020-10-06 17:05:24,743 - mmaction - INFO - Epoch [60][1180/1413] lr: 5.247e-01, eta: 3 days, 5:28:12, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2257, top5_acc: 0.4444, loss_cls: 3.8931, loss: 3.8931, grad_norm: 1.0006 2020-10-06 17:05:44,331 - mmaction - INFO - Epoch [60][1200/1413] lr: 5.247e-01, eta: 3 days, 5:27:43, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2275, top5_acc: 0.4531, loss_cls: 3.8504, loss: 3.8504, grad_norm: 1.0097 2020-10-06 17:06:03,918 - mmaction - INFO - Epoch [60][1220/1413] lr: 5.247e-01, eta: 3 days, 5:27:14, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2257, top5_acc: 0.4426, loss_cls: 3.9002, loss: 3.9002, grad_norm: 1.0116 2020-10-06 17:06:23,432 - mmaction - INFO - Epoch [60][1240/1413] lr: 5.247e-01, eta: 3 days, 5:26:44, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2432, top5_acc: 0.4633, loss_cls: 3.8037, loss: 3.8037, grad_norm: 1.0098 2020-10-06 17:06:43,003 - mmaction - INFO - Epoch [60][1260/1413] lr: 5.247e-01, eta: 3 days, 5:26:15, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2273, top5_acc: 0.4478, loss_cls: 3.8796, loss: 3.8796, grad_norm: 1.0129 2020-10-06 17:07:02,580 - mmaction - INFO - Epoch [60][1280/1413] lr: 5.247e-01, eta: 3 days, 5:25:45, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2285, top5_acc: 0.4534, loss_cls: 3.8422, loss: 3.8422, grad_norm: 1.0222 2020-10-06 17:07:22,285 - mmaction - INFO - Epoch [60][1300/1413] lr: 5.247e-01, eta: 3 days, 5:25:19, time: 0.987, data_time: 0.004, memory: 8482, top1_acc: 0.2238, top5_acc: 0.4525, loss_cls: 3.8650, loss: 3.8650, grad_norm: 1.0198 2020-10-06 17:07:41,842 - mmaction - INFO - Epoch [60][1320/1413] lr: 5.247e-01, eta: 3 days, 5:24:49, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2396, top5_acc: 0.4684, loss_cls: 3.8118, loss: 3.8118, grad_norm: 1.0202 2020-10-06 17:08:01,427 - mmaction - INFO - Epoch [60][1340/1413] lr: 5.247e-01, eta: 3 days, 5:24:21, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2298, top5_acc: 0.4484, loss_cls: 3.8646, loss: 3.8646, grad_norm: 1.0184 2020-10-06 17:08:21,006 - mmaction - INFO - Epoch [60][1360/1413] lr: 5.247e-01, eta: 3 days, 5:23:51, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2279, top5_acc: 0.4536, loss_cls: 3.8718, loss: 3.8718, grad_norm: 1.0043 2020-10-06 17:08:40,605 - mmaction - INFO - Epoch [60][1380/1413] lr: 5.247e-01, eta: 3 days, 5:23:23, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2323, top5_acc: 0.4521, loss_cls: 3.8690, loss: 3.8690, grad_norm: 1.0144 2020-10-06 17:09:00,251 - mmaction - INFO - Epoch [60][1400/1413] lr: 5.247e-01, eta: 3 days, 5:22:55, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2284, top5_acc: 0.4579, loss_cls: 3.8608, loss: 3.8608, grad_norm: 1.0149 2020-10-06 17:10:07,872 - mmaction - INFO - Epoch [61][20/1413] lr: 5.223e-01, eta: 3 days, 5:27:45, time: 2.649, data_time: 1.643, memory: 8482, top1_acc: 0.2262, top5_acc: 0.4504, loss_cls: 3.9072, loss: 3.9072, grad_norm: 1.0101 2020-10-06 17:10:27,206 - mmaction - INFO - Epoch [61][40/1413] lr: 5.223e-01, eta: 3 days, 5:27:12, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.2339, top5_acc: 0.4599, loss_cls: 3.8344, loss: 3.8344, grad_norm: 1.0190 2020-10-06 17:10:46,802 - mmaction - INFO - Epoch [61][60/1413] lr: 5.223e-01, eta: 3 days, 5:26:43, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2284, top5_acc: 0.4646, loss_cls: 3.8284, loss: 3.8284, grad_norm: 1.0105 2020-10-06 17:11:06,440 - mmaction - INFO - Epoch [61][80/1413] lr: 5.223e-01, eta: 3 days, 5:26:14, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2270, top5_acc: 0.4595, loss_cls: 3.8561, loss: 3.8561, grad_norm: 1.0329 2020-10-06 17:11:25,966 - mmaction - INFO - Epoch [61][100/1413] lr: 5.223e-01, eta: 3 days, 5:25:44, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2294, top5_acc: 0.4493, loss_cls: 3.8504, loss: 3.8504, grad_norm: 1.0135 2020-10-06 17:11:45,582 - mmaction - INFO - Epoch [61][120/1413] lr: 5.223e-01, eta: 3 days, 5:25:16, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2286, top5_acc: 0.4603, loss_cls: 3.8638, loss: 3.8638, grad_norm: 1.0157 2020-10-06 17:12:05,218 - mmaction - INFO - Epoch [61][140/1413] lr: 5.223e-01, eta: 3 days, 5:24:47, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2238, top5_acc: 0.4465, loss_cls: 3.9017, loss: 3.9017, grad_norm: 1.0180 2020-10-06 17:12:24,917 - mmaction - INFO - Epoch [61][160/1413] lr: 5.223e-01, eta: 3 days, 5:24:20, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2297, top5_acc: 0.4546, loss_cls: 3.8429, loss: 3.8429, grad_norm: 0.9957 2020-10-06 17:12:44,468 - mmaction - INFO - Epoch [61][180/1413] lr: 5.223e-01, eta: 3 days, 5:23:51, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2246, top5_acc: 0.4461, loss_cls: 3.8658, loss: 3.8658, grad_norm: 1.0344 2020-10-06 17:13:04,127 - mmaction - INFO - Epoch [61][200/1413] lr: 5.223e-01, eta: 3 days, 5:23:23, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2277, top5_acc: 0.4533, loss_cls: 3.8761, loss: 3.8761, grad_norm: 1.0330 2020-10-06 17:13:23,711 - mmaction - INFO - Epoch [61][220/1413] lr: 5.223e-01, eta: 3 days, 5:22:54, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2289, top5_acc: 0.4570, loss_cls: 3.8317, loss: 3.8317, grad_norm: 1.0002 2020-10-06 17:13:43,303 - mmaction - INFO - Epoch [61][240/1413] lr: 5.223e-01, eta: 3 days, 5:22:25, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2267, top5_acc: 0.4555, loss_cls: 3.8664, loss: 3.8664, grad_norm: 1.0277 2020-10-06 17:14:02,810 - mmaction - INFO - Epoch [61][260/1413] lr: 5.223e-01, eta: 3 days, 5:21:55, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2313, top5_acc: 0.4574, loss_cls: 3.8541, loss: 3.8541, grad_norm: 1.0146 2020-10-06 17:14:22,439 - mmaction - INFO - Epoch [61][280/1413] lr: 5.223e-01, eta: 3 days, 5:21:27, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2299, top5_acc: 0.4504, loss_cls: 3.8720, loss: 3.8720, grad_norm: 1.0093 2020-10-06 17:14:42,054 - mmaction - INFO - Epoch [61][300/1413] lr: 5.223e-01, eta: 3 days, 5:20:58, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2333, top5_acc: 0.4586, loss_cls: 3.8460, loss: 3.8460, grad_norm: 1.0120 2020-10-06 17:15:01,658 - mmaction - INFO - Epoch [61][320/1413] lr: 5.223e-01, eta: 3 days, 5:20:29, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2277, top5_acc: 0.4491, loss_cls: 3.8822, loss: 3.8822, grad_norm: 1.0163 2020-10-06 17:15:21,199 - mmaction - INFO - Epoch [61][340/1413] lr: 5.223e-01, eta: 3 days, 5:20:00, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2296, top5_acc: 0.4607, loss_cls: 3.8336, loss: 3.8336, grad_norm: 1.0073 2020-10-06 17:15:40,804 - mmaction - INFO - Epoch [61][360/1413] lr: 5.223e-01, eta: 3 days, 5:19:31, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2335, top5_acc: 0.4599, loss_cls: 3.8320, loss: 3.8320, grad_norm: 1.0287 2020-10-06 17:16:00,426 - mmaction - INFO - Epoch [61][380/1413] lr: 5.223e-01, eta: 3 days, 5:19:03, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2310, top5_acc: 0.4617, loss_cls: 3.8195, loss: 3.8195, grad_norm: 1.0274 2020-10-06 17:16:20,053 - mmaction - INFO - Epoch [61][400/1413] lr: 5.223e-01, eta: 3 days, 5:18:35, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2275, top5_acc: 0.4464, loss_cls: 3.8798, loss: 3.8798, grad_norm: 1.0126 2020-10-06 17:16:39,750 - mmaction - INFO - Epoch [61][420/1413] lr: 5.223e-01, eta: 3 days, 5:18:08, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2271, top5_acc: 0.4534, loss_cls: 3.8461, loss: 3.8461, grad_norm: 0.9954 2020-10-06 17:16:59,367 - mmaction - INFO - Epoch [61][440/1413] lr: 5.223e-01, eta: 3 days, 5:17:40, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2267, top5_acc: 0.4480, loss_cls: 3.8794, loss: 3.8794, grad_norm: 1.0117 2020-10-06 17:17:19,068 - mmaction - INFO - Epoch [61][460/1413] lr: 5.223e-01, eta: 3 days, 5:17:13, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2372, top5_acc: 0.4535, loss_cls: 3.8516, loss: 3.8516, grad_norm: 1.0235 2020-10-06 17:17:38,646 - mmaction - INFO - Epoch [61][480/1413] lr: 5.223e-01, eta: 3 days, 5:16:44, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2182, top5_acc: 0.4440, loss_cls: 3.9323, loss: 3.9323, grad_norm: 1.0164 2020-10-06 17:17:58,173 - mmaction - INFO - Epoch [61][500/1413] lr: 5.223e-01, eta: 3 days, 5:16:15, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2319, top5_acc: 0.4561, loss_cls: 3.8480, loss: 3.8480, grad_norm: 1.0092 2020-10-06 17:18:17,678 - mmaction - INFO - Epoch [61][520/1413] lr: 5.223e-01, eta: 3 days, 5:15:45, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2301, top5_acc: 0.4585, loss_cls: 3.8511, loss: 3.8511, grad_norm: 1.0245 2020-10-06 17:18:37,360 - mmaction - INFO - Epoch [61][540/1413] lr: 5.223e-01, eta: 3 days, 5:15:18, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2156, top5_acc: 0.4398, loss_cls: 3.9100, loss: 3.9100, grad_norm: 1.0230 2020-10-06 17:18:57,024 - mmaction - INFO - Epoch [61][560/1413] lr: 5.223e-01, eta: 3 days, 5:14:50, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2246, top5_acc: 0.4395, loss_cls: 3.9272, loss: 3.9272, grad_norm: 0.9930 2020-10-06 17:19:16,588 - mmaction - INFO - Epoch [61][580/1413] lr: 5.223e-01, eta: 3 days, 5:14:21, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2368, top5_acc: 0.4682, loss_cls: 3.7952, loss: 3.7952, grad_norm: 0.9968 2020-10-06 17:19:36,199 - mmaction - INFO - Epoch [61][600/1413] lr: 5.223e-01, eta: 3 days, 5:13:53, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2229, top5_acc: 0.4569, loss_cls: 3.8606, loss: 3.8606, grad_norm: 1.0178 2020-10-06 17:19:55,868 - mmaction - INFO - Epoch [61][620/1413] lr: 5.223e-01, eta: 3 days, 5:13:26, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2233, top5_acc: 0.4435, loss_cls: 3.9144, loss: 3.9144, grad_norm: 1.0170 2020-10-06 17:20:15,561 - mmaction - INFO - Epoch [61][640/1413] lr: 5.223e-01, eta: 3 days, 5:12:59, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2341, top5_acc: 0.4622, loss_cls: 3.8230, loss: 3.8230, grad_norm: 1.0085 2020-10-06 17:20:35,214 - mmaction - INFO - Epoch [61][660/1413] lr: 5.223e-01, eta: 3 days, 5:12:32, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2241, top5_acc: 0.4456, loss_cls: 3.8711, loss: 3.8711, grad_norm: 1.0245 2020-10-06 17:20:54,831 - mmaction - INFO - Epoch [61][680/1413] lr: 5.223e-01, eta: 3 days, 5:12:03, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2264, top5_acc: 0.4497, loss_cls: 3.8785, loss: 3.8785, grad_norm: 0.9986 2020-10-06 17:21:14,585 - mmaction - INFO - Epoch [61][700/1413] lr: 5.223e-01, eta: 3 days, 5:11:38, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2346, top5_acc: 0.4655, loss_cls: 3.8107, loss: 3.8107, grad_norm: 1.0086 2020-10-06 17:21:34,115 - mmaction - INFO - Epoch [61][720/1413] lr: 5.223e-01, eta: 3 days, 5:11:08, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2341, top5_acc: 0.4547, loss_cls: 3.8600, loss: 3.8600, grad_norm: 1.0137 2020-10-06 17:21:53,754 - mmaction - INFO - Epoch [61][740/1413] lr: 5.223e-01, eta: 3 days, 5:10:41, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2367, top5_acc: 0.4546, loss_cls: 3.8575, loss: 3.8575, grad_norm: 1.0183 2020-10-06 17:22:13,286 - mmaction - INFO - Epoch [61][760/1413] lr: 5.223e-01, eta: 3 days, 5:10:11, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2262, top5_acc: 0.4474, loss_cls: 3.8854, loss: 3.8854, grad_norm: 1.0098 2020-10-06 17:22:32,886 - mmaction - INFO - Epoch [61][780/1413] lr: 5.223e-01, eta: 3 days, 5:09:43, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2273, top5_acc: 0.4564, loss_cls: 3.8596, loss: 3.8596, grad_norm: 1.0168 2020-10-06 17:22:52,418 - mmaction - INFO - Epoch [61][800/1413] lr: 5.223e-01, eta: 3 days, 5:09:14, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2303, top5_acc: 0.4514, loss_cls: 3.8723, loss: 3.8723, grad_norm: 1.0219 2020-10-06 17:23:12,041 - mmaction - INFO - Epoch [61][820/1413] lr: 5.223e-01, eta: 3 days, 5:08:46, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2263, top5_acc: 0.4495, loss_cls: 3.8925, loss: 3.8925, grad_norm: 1.0171 2020-10-06 17:23:31,694 - mmaction - INFO - Epoch [61][840/1413] lr: 5.223e-01, eta: 3 days, 5:08:19, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2277, top5_acc: 0.4555, loss_cls: 3.8644, loss: 3.8644, grad_norm: 0.9993 2020-10-06 17:23:51,318 - mmaction - INFO - Epoch [61][860/1413] lr: 5.223e-01, eta: 3 days, 5:07:51, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2202, top5_acc: 0.4490, loss_cls: 3.8936, loss: 3.8936, grad_norm: 1.0374 2020-10-06 17:24:10,954 - mmaction - INFO - Epoch [61][880/1413] lr: 5.223e-01, eta: 3 days, 5:07:24, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2225, top5_acc: 0.4473, loss_cls: 3.8889, loss: 3.8889, grad_norm: 1.0002 2020-10-06 17:24:30,572 - mmaction - INFO - Epoch [61][900/1413] lr: 5.223e-01, eta: 3 days, 5:06:56, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2219, top5_acc: 0.4461, loss_cls: 3.9120, loss: 3.9120, grad_norm: 1.0205 2020-10-06 17:24:50,223 - mmaction - INFO - Epoch [61][920/1413] lr: 5.223e-01, eta: 3 days, 5:06:29, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2221, top5_acc: 0.4460, loss_cls: 3.8841, loss: 3.8841, grad_norm: 1.0072 2020-10-06 17:25:09,831 - mmaction - INFO - Epoch [61][940/1413] lr: 5.223e-01, eta: 3 days, 5:06:01, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2272, top5_acc: 0.4493, loss_cls: 3.8695, loss: 3.8695, grad_norm: 1.0067 2020-10-06 17:25:29,410 - mmaction - INFO - Epoch [61][960/1413] lr: 5.223e-01, eta: 3 days, 5:05:32, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2271, top5_acc: 0.4578, loss_cls: 3.8702, loss: 3.8702, grad_norm: 1.0071 2020-10-06 17:25:48,927 - mmaction - INFO - Epoch [61][980/1413] lr: 5.223e-01, eta: 3 days, 5:05:03, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2292, top5_acc: 0.4590, loss_cls: 3.8590, loss: 3.8590, grad_norm: 1.0110 2020-10-06 17:26:08,571 - mmaction - INFO - Epoch [61][1000/1413] lr: 5.223e-01, eta: 3 days, 5:04:36, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2286, top5_acc: 0.4572, loss_cls: 3.8482, loss: 3.8482, grad_norm: 1.0205 2020-10-06 17:26:28,310 - mmaction - INFO - Epoch [61][1020/1413] lr: 5.223e-01, eta: 3 days, 5:04:10, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2333, top5_acc: 0.4574, loss_cls: 3.8302, loss: 3.8302, grad_norm: 1.0199 2020-10-06 17:26:47,953 - mmaction - INFO - Epoch [61][1040/1413] lr: 5.223e-01, eta: 3 days, 5:03:43, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2324, top5_acc: 0.4503, loss_cls: 3.8635, loss: 3.8635, grad_norm: 1.0226 2020-10-06 17:27:07,517 - mmaction - INFO - Epoch [61][1060/1413] lr: 5.223e-01, eta: 3 days, 5:03:14, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2284, top5_acc: 0.4436, loss_cls: 3.8919, loss: 3.8919, grad_norm: 1.0200 2020-10-06 17:27:27,069 - mmaction - INFO - Epoch [61][1080/1413] lr: 5.223e-01, eta: 3 days, 5:02:46, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2220, top5_acc: 0.4402, loss_cls: 3.9223, loss: 3.9223, grad_norm: 1.0231 2020-10-06 17:27:46,661 - mmaction - INFO - Epoch [61][1100/1413] lr: 5.223e-01, eta: 3 days, 5:02:18, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2271, top5_acc: 0.4565, loss_cls: 3.8647, loss: 3.8647, grad_norm: 0.9979 2020-10-06 17:28:06,331 - mmaction - INFO - Epoch [61][1120/1413] lr: 5.223e-01, eta: 3 days, 5:01:51, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2204, top5_acc: 0.4422, loss_cls: 3.9227, loss: 3.9227, grad_norm: 1.0177 2020-10-06 17:28:25,852 - mmaction - INFO - Epoch [61][1140/1413] lr: 5.223e-01, eta: 3 days, 5:01:22, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2310, top5_acc: 0.4533, loss_cls: 3.8498, loss: 3.8498, grad_norm: 1.0023 2020-10-06 17:28:45,473 - mmaction - INFO - Epoch [61][1160/1413] lr: 5.223e-01, eta: 3 days, 5:00:54, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2225, top5_acc: 0.4539, loss_cls: 3.8688, loss: 3.8688, grad_norm: 1.0100 2020-10-06 17:29:05,086 - mmaction - INFO - Epoch [61][1180/1413] lr: 5.223e-01, eta: 3 days, 5:00:27, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2208, top5_acc: 0.4411, loss_cls: 3.8967, loss: 3.8967, grad_norm: 1.0210 2020-10-06 17:29:24,800 - mmaction - INFO - Epoch [61][1200/1413] lr: 5.223e-01, eta: 3 days, 5:00:01, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2190, top5_acc: 0.4411, loss_cls: 3.9135, loss: 3.9135, grad_norm: 1.0025 2020-10-06 17:29:44,431 - mmaction - INFO - Epoch [61][1220/1413] lr: 5.223e-01, eta: 3 days, 4:59:34, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2344, top5_acc: 0.4566, loss_cls: 3.8235, loss: 3.8235, grad_norm: 0.9907 2020-10-06 17:30:04,001 - mmaction - INFO - Epoch [61][1240/1413] lr: 5.223e-01, eta: 3 days, 4:59:05, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2385, top5_acc: 0.4652, loss_cls: 3.8541, loss: 3.8541, grad_norm: 1.0218 2020-10-06 17:30:22,739 - mmaction - INFO - Epoch [61][1260/1413] lr: 5.223e-01, eta: 3 days, 4:58:24, time: 0.936, data_time: 0.002, memory: 8482, top1_acc: 0.2270, top5_acc: 0.4497, loss_cls: 3.8735, loss: 3.8735, grad_norm: 1.0373 2020-10-06 17:30:42,332 - mmaction - INFO - Epoch [61][1280/1413] lr: 5.223e-01, eta: 3 days, 4:57:57, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2224, top5_acc: 0.4398, loss_cls: 3.9224, loss: 3.9224, grad_norm: 1.0020 2020-10-06 17:31:01,915 - mmaction - INFO - Epoch [61][1300/1413] lr: 5.223e-01, eta: 3 days, 4:57:29, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2388, top5_acc: 0.4656, loss_cls: 3.8259, loss: 3.8259, grad_norm: 1.0208 2020-10-06 17:31:21,580 - mmaction - INFO - Epoch [61][1320/1413] lr: 5.223e-01, eta: 3 days, 4:57:02, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2277, top5_acc: 0.4555, loss_cls: 3.8982, loss: 3.8982, grad_norm: 1.0321 2020-10-06 17:31:41,231 - mmaction - INFO - Epoch [61][1340/1413] lr: 5.223e-01, eta: 3 days, 4:56:35, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2238, top5_acc: 0.4469, loss_cls: 3.9054, loss: 3.9054, grad_norm: 0.9969 2020-10-06 17:32:00,870 - mmaction - INFO - Epoch [61][1360/1413] lr: 5.223e-01, eta: 3 days, 4:56:08, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2301, top5_acc: 0.4504, loss_cls: 3.8661, loss: 3.8661, grad_norm: 1.0102 2020-10-06 17:32:20,494 - mmaction - INFO - Epoch [61][1380/1413] lr: 5.223e-01, eta: 3 days, 4:55:41, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2264, top5_acc: 0.4423, loss_cls: 3.8912, loss: 3.8912, grad_norm: 1.0172 2020-10-06 17:32:40,157 - mmaction - INFO - Epoch [61][1400/1413] lr: 5.223e-01, eta: 3 days, 4:55:14, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2178, top5_acc: 0.4426, loss_cls: 3.9249, loss: 3.9249, grad_norm: 1.0082 2020-10-06 17:33:43,520 - mmaction - INFO - Epoch [62][20/1413] lr: 5.198e-01, eta: 3 days, 4:58:56, time: 2.510, data_time: 1.516, memory: 8482, top1_acc: 0.2193, top5_acc: 0.4507, loss_cls: 3.8936, loss: 3.8936, grad_norm: 1.0207 2020-10-06 17:34:02,912 - mmaction - INFO - Epoch [62][40/1413] lr: 5.198e-01, eta: 3 days, 4:58:25, time: 0.970, data_time: 0.008, memory: 8482, top1_acc: 0.2339, top5_acc: 0.4560, loss_cls: 3.8331, loss: 3.8331, grad_norm: 1.0194 2020-10-06 17:34:22,492 - mmaction - INFO - Epoch [62][60/1413] lr: 5.198e-01, eta: 3 days, 4:57:57, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2251, top5_acc: 0.4512, loss_cls: 3.8758, loss: 3.8758, grad_norm: 1.0070 2020-10-06 17:34:42,080 - mmaction - INFO - Epoch [62][80/1413] lr: 5.198e-01, eta: 3 days, 4:57:29, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2280, top5_acc: 0.4520, loss_cls: 3.8860, loss: 3.8860, grad_norm: 1.0122 2020-10-06 17:35:01,651 - mmaction - INFO - Epoch [62][100/1413] lr: 5.198e-01, eta: 3 days, 4:57:01, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2247, top5_acc: 0.4535, loss_cls: 3.8745, loss: 3.8745, grad_norm: 1.0118 2020-10-06 17:35:21,219 - mmaction - INFO - Epoch [62][120/1413] lr: 5.198e-01, eta: 3 days, 4:56:33, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2345, top5_acc: 0.4628, loss_cls: 3.8298, loss: 3.8298, grad_norm: 1.0342 2020-10-06 17:35:40,852 - mmaction - INFO - Epoch [62][140/1413] lr: 5.198e-01, eta: 3 days, 4:56:05, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2310, top5_acc: 0.4598, loss_cls: 3.8316, loss: 3.8316, grad_norm: 1.0021 2020-10-06 17:36:00,324 - mmaction - INFO - Epoch [62][160/1413] lr: 5.198e-01, eta: 3 days, 4:55:36, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2309, top5_acc: 0.4592, loss_cls: 3.8263, loss: 3.8263, grad_norm: 1.0221 2020-10-06 17:36:19,983 - mmaction - INFO - Epoch [62][180/1413] lr: 5.198e-01, eta: 3 days, 4:55:09, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2348, top5_acc: 0.4582, loss_cls: 3.8251, loss: 3.8251, grad_norm: 1.0207 2020-10-06 17:36:39,596 - mmaction - INFO - Epoch [62][200/1413] lr: 5.198e-01, eta: 3 days, 4:54:41, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2303, top5_acc: 0.4589, loss_cls: 3.8514, loss: 3.8514, grad_norm: 1.0147 2020-10-06 17:36:59,187 - mmaction - INFO - Epoch [62][220/1413] lr: 5.198e-01, eta: 3 days, 4:54:14, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2283, top5_acc: 0.4466, loss_cls: 3.8995, loss: 3.8995, grad_norm: 1.0067 2020-10-06 17:37:18,958 - mmaction - INFO - Epoch [62][240/1413] lr: 5.198e-01, eta: 3 days, 4:53:48, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.2270, top5_acc: 0.4539, loss_cls: 3.8655, loss: 3.8655, grad_norm: 1.0287 2020-10-06 17:37:38,698 - mmaction - INFO - Epoch [62][260/1413] lr: 5.198e-01, eta: 3 days, 4:53:22, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.2346, top5_acc: 0.4586, loss_cls: 3.8216, loss: 3.8216, grad_norm: 1.0214 2020-10-06 17:37:58,212 - mmaction - INFO - Epoch [62][280/1413] lr: 5.198e-01, eta: 3 days, 4:52:54, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2328, top5_acc: 0.4543, loss_cls: 3.8739, loss: 3.8739, grad_norm: 1.0043 2020-10-06 17:38:17,869 - mmaction - INFO - Epoch [62][300/1413] lr: 5.198e-01, eta: 3 days, 4:52:27, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2327, top5_acc: 0.4642, loss_cls: 3.8072, loss: 3.8072, grad_norm: 1.0189 2020-10-06 17:38:37,475 - mmaction - INFO - Epoch [62][320/1413] lr: 5.198e-01, eta: 3 days, 4:51:59, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2353, top5_acc: 0.4570, loss_cls: 3.8153, loss: 3.8153, grad_norm: 1.0191 2020-10-06 17:38:57,148 - mmaction - INFO - Epoch [62][340/1413] lr: 5.198e-01, eta: 3 days, 4:51:33, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2344, top5_acc: 0.4620, loss_cls: 3.8286, loss: 3.8286, grad_norm: 1.0269 2020-10-06 17:39:16,709 - mmaction - INFO - Epoch [62][360/1413] lr: 5.198e-01, eta: 3 days, 4:51:05, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2368, top5_acc: 0.4582, loss_cls: 3.8783, loss: 3.8783, grad_norm: 1.0269 2020-10-06 17:39:36,292 - mmaction - INFO - Epoch [62][380/1413] lr: 5.198e-01, eta: 3 days, 4:50:37, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2344, top5_acc: 0.4607, loss_cls: 3.8393, loss: 3.8393, grad_norm: 1.0138 2020-10-06 17:39:55,997 - mmaction - INFO - Epoch [62][400/1413] lr: 5.198e-01, eta: 3 days, 4:50:11, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2260, top5_acc: 0.4522, loss_cls: 3.8574, loss: 3.8574, grad_norm: 1.0202 2020-10-06 17:40:15,612 - mmaction - INFO - Epoch [62][420/1413] lr: 5.198e-01, eta: 3 days, 4:49:43, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2242, top5_acc: 0.4471, loss_cls: 3.8940, loss: 3.8940, grad_norm: 1.0308 2020-10-06 17:40:35,212 - mmaction - INFO - Epoch [62][440/1413] lr: 5.198e-01, eta: 3 days, 4:49:16, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2319, top5_acc: 0.4546, loss_cls: 3.8737, loss: 3.8737, grad_norm: 1.0234 2020-10-06 17:40:54,832 - mmaction - INFO - Epoch [62][460/1413] lr: 5.198e-01, eta: 3 days, 4:48:49, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2221, top5_acc: 0.4445, loss_cls: 3.8931, loss: 3.8931, grad_norm: 1.0291 2020-10-06 17:41:14,351 - mmaction - INFO - Epoch [62][480/1413] lr: 5.198e-01, eta: 3 days, 4:48:20, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2260, top5_acc: 0.4512, loss_cls: 3.8583, loss: 3.8583, grad_norm: 1.0128 2020-10-06 17:41:34,076 - mmaction - INFO - Epoch [62][500/1413] lr: 5.198e-01, eta: 3 days, 4:47:55, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2255, top5_acc: 0.4525, loss_cls: 3.8972, loss: 3.8972, grad_norm: 1.0259 2020-10-06 17:41:53,716 - mmaction - INFO - Epoch [62][520/1413] lr: 5.198e-01, eta: 3 days, 4:47:27, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2168, top5_acc: 0.4509, loss_cls: 3.8732, loss: 3.8732, grad_norm: 1.0173 2020-10-06 17:42:13,420 - mmaction - INFO - Epoch [62][540/1413] lr: 5.198e-01, eta: 3 days, 4:47:02, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2240, top5_acc: 0.4527, loss_cls: 3.8659, loss: 3.8659, grad_norm: 1.0091 2020-10-06 17:42:33,146 - mmaction - INFO - Epoch [62][560/1413] lr: 5.198e-01, eta: 3 days, 4:46:36, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2329, top5_acc: 0.4514, loss_cls: 3.8543, loss: 3.8543, grad_norm: 1.0117 2020-10-06 17:42:52,735 - mmaction - INFO - Epoch [62][580/1413] lr: 5.198e-01, eta: 3 days, 4:46:08, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2331, top5_acc: 0.4491, loss_cls: 3.8576, loss: 3.8576, grad_norm: 1.0073 2020-10-06 17:43:12,390 - mmaction - INFO - Epoch [62][600/1413] lr: 5.198e-01, eta: 3 days, 4:45:42, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2320, top5_acc: 0.4607, loss_cls: 3.8191, loss: 3.8191, grad_norm: 1.0286 2020-10-06 17:43:32,032 - mmaction - INFO - Epoch [62][620/1413] lr: 5.198e-01, eta: 3 days, 4:45:15, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2281, top5_acc: 0.4517, loss_cls: 3.8920, loss: 3.8920, grad_norm: 1.0335 2020-10-06 17:43:51,719 - mmaction - INFO - Epoch [62][640/1413] lr: 5.198e-01, eta: 3 days, 4:44:49, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2296, top5_acc: 0.4536, loss_cls: 3.8710, loss: 3.8710, grad_norm: 1.0054 2020-10-06 17:44:11,317 - mmaction - INFO - Epoch [62][660/1413] lr: 5.198e-01, eta: 3 days, 4:44:22, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2293, top5_acc: 0.4573, loss_cls: 3.8099, loss: 3.8099, grad_norm: 1.0217 2020-10-06 17:44:30,816 - mmaction - INFO - Epoch [62][680/1413] lr: 5.198e-01, eta: 3 days, 4:43:53, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2309, top5_acc: 0.4577, loss_cls: 3.8576, loss: 3.8576, grad_norm: 1.0310 2020-10-06 17:44:50,328 - mmaction - INFO - Epoch [62][700/1413] lr: 5.198e-01, eta: 3 days, 4:43:24, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2332, top5_acc: 0.4492, loss_cls: 3.8528, loss: 3.8528, grad_norm: 1.0195 2020-10-06 17:45:09,962 - mmaction - INFO - Epoch [62][720/1413] lr: 5.198e-01, eta: 3 days, 4:42:57, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2283, top5_acc: 0.4508, loss_cls: 3.9149, loss: 3.9149, grad_norm: 1.0178 2020-10-06 17:45:29,576 - mmaction - INFO - Epoch [62][740/1413] lr: 5.198e-01, eta: 3 days, 4:42:31, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2299, top5_acc: 0.4507, loss_cls: 3.8755, loss: 3.8755, grad_norm: 1.0330 2020-10-06 17:45:49,108 - mmaction - INFO - Epoch [62][760/1413] lr: 5.198e-01, eta: 3 days, 4:42:02, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2312, top5_acc: 0.4543, loss_cls: 3.8548, loss: 3.8548, grad_norm: 0.9995 2020-10-06 17:46:08,631 - mmaction - INFO - Epoch [62][780/1413] lr: 5.198e-01, eta: 3 days, 4:41:34, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2262, top5_acc: 0.4569, loss_cls: 3.8603, loss: 3.8603, grad_norm: 1.0316 2020-10-06 17:46:28,211 - mmaction - INFO - Epoch [62][800/1413] lr: 5.198e-01, eta: 3 days, 4:41:06, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2286, top5_acc: 0.4510, loss_cls: 3.8417, loss: 3.8417, grad_norm: 1.0073 2020-10-06 17:46:47,704 - mmaction - INFO - Epoch [62][820/1413] lr: 5.198e-01, eta: 3 days, 4:40:37, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2367, top5_acc: 0.4661, loss_cls: 3.8050, loss: 3.8050, grad_norm: 1.0130 2020-10-06 17:47:07,260 - mmaction - INFO - Epoch [62][840/1413] lr: 5.198e-01, eta: 3 days, 4:40:10, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2250, top5_acc: 0.4484, loss_cls: 3.9015, loss: 3.9015, grad_norm: 1.0032 2020-10-06 17:47:26,929 - mmaction - INFO - Epoch [62][860/1413] lr: 5.198e-01, eta: 3 days, 4:39:43, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2331, top5_acc: 0.4570, loss_cls: 3.8441, loss: 3.8441, grad_norm: 1.0273 2020-10-06 17:47:46,616 - mmaction - INFO - Epoch [62][880/1413] lr: 5.198e-01, eta: 3 days, 4:39:18, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2193, top5_acc: 0.4470, loss_cls: 3.8967, loss: 3.8967, grad_norm: 1.0345 2020-10-06 17:48:06,272 - mmaction - INFO - Epoch [62][900/1413] lr: 5.198e-01, eta: 3 days, 4:38:51, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2301, top5_acc: 0.4577, loss_cls: 3.8382, loss: 3.8382, grad_norm: 1.0141 2020-10-06 17:48:25,847 - mmaction - INFO - Epoch [62][920/1413] lr: 5.198e-01, eta: 3 days, 4:38:23, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2270, top5_acc: 0.4590, loss_cls: 3.8380, loss: 3.8380, grad_norm: 1.0228 2020-10-06 17:48:45,406 - mmaction - INFO - Epoch [62][940/1413] lr: 5.198e-01, eta: 3 days, 4:37:56, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2224, top5_acc: 0.4499, loss_cls: 3.8599, loss: 3.8599, grad_norm: 1.0098 2020-10-06 17:49:04,983 - mmaction - INFO - Epoch [62][960/1413] lr: 5.198e-01, eta: 3 days, 4:37:29, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2335, top5_acc: 0.4510, loss_cls: 3.8580, loss: 3.8580, grad_norm: 1.0099 2020-10-06 17:49:24,550 - mmaction - INFO - Epoch [62][980/1413] lr: 5.198e-01, eta: 3 days, 4:37:01, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2296, top5_acc: 0.4509, loss_cls: 3.8848, loss: 3.8848, grad_norm: 1.0094 2020-10-06 17:49:44,113 - mmaction - INFO - Epoch [62][1000/1413] lr: 5.198e-01, eta: 3 days, 4:36:34, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2439, top5_acc: 0.4639, loss_cls: 3.8278, loss: 3.8278, grad_norm: 1.0151 2020-10-06 17:50:03,754 - mmaction - INFO - Epoch [62][1020/1413] lr: 5.198e-01, eta: 3 days, 4:36:07, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2233, top5_acc: 0.4465, loss_cls: 3.9122, loss: 3.9122, grad_norm: 1.0248 2020-10-06 17:50:23,385 - mmaction - INFO - Epoch [62][1040/1413] lr: 5.198e-01, eta: 3 days, 4:35:40, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2315, top5_acc: 0.4626, loss_cls: 3.8274, loss: 3.8274, grad_norm: 1.0060 2020-10-06 17:50:42,930 - mmaction - INFO - Epoch [62][1060/1413] lr: 5.198e-01, eta: 3 days, 4:35:13, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2243, top5_acc: 0.4453, loss_cls: 3.8969, loss: 3.8969, grad_norm: 1.0037 2020-10-06 17:51:02,558 - mmaction - INFO - Epoch [62][1080/1413] lr: 5.198e-01, eta: 3 days, 4:34:46, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2296, top5_acc: 0.4514, loss_cls: 3.9074, loss: 3.9074, grad_norm: 1.0308 2020-10-06 17:51:22,120 - mmaction - INFO - Epoch [62][1100/1413] lr: 5.198e-01, eta: 3 days, 4:34:18, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2246, top5_acc: 0.4451, loss_cls: 3.9369, loss: 3.9369, grad_norm: 0.9986 2020-10-06 17:51:41,641 - mmaction - INFO - Epoch [62][1120/1413] lr: 5.198e-01, eta: 3 days, 4:33:50, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2238, top5_acc: 0.4483, loss_cls: 3.8888, loss: 3.8888, grad_norm: 1.0128 2020-10-06 17:52:01,198 - mmaction - INFO - Epoch [62][1140/1413] lr: 5.198e-01, eta: 3 days, 4:33:23, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2223, top5_acc: 0.4470, loss_cls: 3.8872, loss: 3.8872, grad_norm: 1.0017 2020-10-06 17:52:20,806 - mmaction - INFO - Epoch [62][1160/1413] lr: 5.198e-01, eta: 3 days, 4:32:56, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2254, top5_acc: 0.4486, loss_cls: 3.8754, loss: 3.8754, grad_norm: 1.0044 2020-10-06 17:52:40,549 - mmaction - INFO - Epoch [62][1180/1413] lr: 5.198e-01, eta: 3 days, 4:32:31, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2268, top5_acc: 0.4547, loss_cls: 3.8685, loss: 3.8685, grad_norm: 1.0104 2020-10-06 17:53:00,064 - mmaction - INFO - Epoch [62][1200/1413] lr: 5.198e-01, eta: 3 days, 4:32:03, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2289, top5_acc: 0.4559, loss_cls: 3.8731, loss: 3.8731, grad_norm: 1.0132 2020-10-06 17:53:19,682 - mmaction - INFO - Epoch [62][1220/1413] lr: 5.198e-01, eta: 3 days, 4:31:36, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2243, top5_acc: 0.4568, loss_cls: 3.8673, loss: 3.8673, grad_norm: 1.0096 2020-10-06 17:53:39,284 - mmaction - INFO - Epoch [62][1240/1413] lr: 5.198e-01, eta: 3 days, 4:31:10, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2288, top5_acc: 0.4466, loss_cls: 3.8831, loss: 3.8831, grad_norm: 1.0208 2020-10-06 17:53:58,956 - mmaction - INFO - Epoch [62][1260/1413] lr: 5.198e-01, eta: 3 days, 4:30:43, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2286, top5_acc: 0.4626, loss_cls: 3.8127, loss: 3.8127, grad_norm: 1.0231 2020-10-06 17:54:18,501 - mmaction - INFO - Epoch [62][1280/1413] lr: 5.198e-01, eta: 3 days, 4:30:16, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2388, top5_acc: 0.4635, loss_cls: 3.8292, loss: 3.8292, grad_norm: 1.0264 2020-10-06 17:54:38,133 - mmaction - INFO - Epoch [62][1300/1413] lr: 5.198e-01, eta: 3 days, 4:29:50, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2322, top5_acc: 0.4553, loss_cls: 3.8476, loss: 3.8476, grad_norm: 1.0343 2020-10-06 17:54:57,792 - mmaction - INFO - Epoch [62][1320/1413] lr: 5.198e-01, eta: 3 days, 4:29:24, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2331, top5_acc: 0.4512, loss_cls: 3.8693, loss: 3.8693, grad_norm: 1.0168 2020-10-06 17:55:17,394 - mmaction - INFO - Epoch [62][1340/1413] lr: 5.198e-01, eta: 3 days, 4:28:57, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2335, top5_acc: 0.4585, loss_cls: 3.8506, loss: 3.8506, grad_norm: 1.0265 2020-10-06 17:55:37,027 - mmaction - INFO - Epoch [62][1360/1413] lr: 5.198e-01, eta: 3 days, 4:28:30, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2262, top5_acc: 0.4467, loss_cls: 3.8825, loss: 3.8825, grad_norm: 1.0202 2020-10-06 17:55:56,600 - mmaction - INFO - Epoch [62][1380/1413] lr: 5.198e-01, eta: 3 days, 4:28:03, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2303, top5_acc: 0.4564, loss_cls: 3.8521, loss: 3.8521, grad_norm: 1.0101 2020-10-06 17:56:16,323 - mmaction - INFO - Epoch [62][1400/1413] lr: 5.198e-01, eta: 3 days, 4:27:38, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2195, top5_acc: 0.4490, loss_cls: 3.8796, loss: 3.8796, grad_norm: 1.0454 2020-10-06 17:57:20,110 - mmaction - INFO - Epoch [63][20/1413] lr: 5.173e-01, eta: 3 days, 4:31:07, time: 2.531, data_time: 1.353, memory: 8482, top1_acc: 0.2376, top5_acc: 0.4562, loss_cls: 3.8496, loss: 3.8496, grad_norm: 1.0140 2020-10-06 17:57:39,495 - mmaction - INFO - Epoch [63][40/1413] lr: 5.173e-01, eta: 3 days, 4:30:37, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.2298, top5_acc: 0.4591, loss_cls: 3.8370, loss: 3.8370, grad_norm: 1.0107 2020-10-06 17:57:59,033 - mmaction - INFO - Epoch [63][60/1413] lr: 5.173e-01, eta: 3 days, 4:30:09, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2293, top5_acc: 0.4559, loss_cls: 3.8755, loss: 3.8755, grad_norm: 1.0015 2020-10-06 17:58:18,635 - mmaction - INFO - Epoch [63][80/1413] lr: 5.173e-01, eta: 3 days, 4:29:42, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2370, top5_acc: 0.4655, loss_cls: 3.8153, loss: 3.8153, grad_norm: 1.0219 2020-10-06 17:58:38,202 - mmaction - INFO - Epoch [63][100/1413] lr: 5.173e-01, eta: 3 days, 4:29:15, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2251, top5_acc: 0.4576, loss_cls: 3.8368, loss: 3.8368, grad_norm: 1.0314 2020-10-06 17:58:57,785 - mmaction - INFO - Epoch [63][120/1413] lr: 5.173e-01, eta: 3 days, 4:28:48, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2405, top5_acc: 0.4737, loss_cls: 3.7777, loss: 3.7777, grad_norm: 1.0151 2020-10-06 17:59:17,327 - mmaction - INFO - Epoch [63][140/1413] lr: 5.173e-01, eta: 3 days, 4:28:20, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2313, top5_acc: 0.4605, loss_cls: 3.8299, loss: 3.8299, grad_norm: 1.0205 2020-10-06 17:59:36,932 - mmaction - INFO - Epoch [63][160/1413] lr: 5.173e-01, eta: 3 days, 4:27:53, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2263, top5_acc: 0.4553, loss_cls: 3.8452, loss: 3.8452, grad_norm: 1.0306 2020-10-06 17:59:56,598 - mmaction - INFO - Epoch [63][180/1413] lr: 5.173e-01, eta: 3 days, 4:27:27, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2350, top5_acc: 0.4549, loss_cls: 3.8308, loss: 3.8308, grad_norm: 1.0232 2020-10-06 18:00:16,399 - mmaction - INFO - Epoch [63][200/1413] lr: 5.173e-01, eta: 3 days, 4:27:03, time: 0.990, data_time: 0.003, memory: 8482, top1_acc: 0.2370, top5_acc: 0.4564, loss_cls: 3.8375, loss: 3.8375, grad_norm: 1.0171 2020-10-06 18:00:35,944 - mmaction - INFO - Epoch [63][220/1413] lr: 5.173e-01, eta: 3 days, 4:26:35, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2336, top5_acc: 0.4579, loss_cls: 3.8659, loss: 3.8659, grad_norm: 1.0178 2020-10-06 18:00:55,610 - mmaction - INFO - Epoch [63][240/1413] lr: 5.173e-01, eta: 3 days, 4:26:09, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2277, top5_acc: 0.4484, loss_cls: 3.8768, loss: 3.8768, grad_norm: 1.0069 2020-10-06 18:01:15,273 - mmaction - INFO - Epoch [63][260/1413] lr: 5.173e-01, eta: 3 days, 4:25:44, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2320, top5_acc: 0.4569, loss_cls: 3.8346, loss: 3.8346, grad_norm: 1.0134 2020-10-06 18:01:34,866 - mmaction - INFO - Epoch [63][280/1413] lr: 5.173e-01, eta: 3 days, 4:25:16, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2352, top5_acc: 0.4611, loss_cls: 3.8316, loss: 3.8316, grad_norm: 1.0067 2020-10-06 18:01:54,495 - mmaction - INFO - Epoch [63][300/1413] lr: 5.173e-01, eta: 3 days, 4:24:50, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2318, top5_acc: 0.4533, loss_cls: 3.8789, loss: 3.8789, grad_norm: 1.0183 2020-10-06 18:02:14,062 - mmaction - INFO - Epoch [63][320/1413] lr: 5.173e-01, eta: 3 days, 4:24:23, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2315, top5_acc: 0.4491, loss_cls: 3.8515, loss: 3.8515, grad_norm: 1.0214 2020-10-06 18:02:33,704 - mmaction - INFO - Epoch [63][340/1413] lr: 5.173e-01, eta: 3 days, 4:23:57, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2245, top5_acc: 0.4445, loss_cls: 3.8995, loss: 3.8995, grad_norm: 1.0036 2020-10-06 18:02:53,223 - mmaction - INFO - Epoch [63][360/1413] lr: 5.173e-01, eta: 3 days, 4:23:29, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2272, top5_acc: 0.4570, loss_cls: 3.8663, loss: 3.8663, grad_norm: 1.0235 2020-10-06 18:03:12,762 - mmaction - INFO - Epoch [63][380/1413] lr: 5.173e-01, eta: 3 days, 4:23:01, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2281, top5_acc: 0.4578, loss_cls: 3.8364, loss: 3.8364, grad_norm: 1.0191 2020-10-06 18:03:32,342 - mmaction - INFO - Epoch [63][400/1413] lr: 5.173e-01, eta: 3 days, 4:22:34, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2322, top5_acc: 0.4546, loss_cls: 3.8511, loss: 3.8511, grad_norm: 1.0252 2020-10-06 18:03:52,005 - mmaction - INFO - Epoch [63][420/1413] lr: 5.173e-01, eta: 3 days, 4:22:08, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2223, top5_acc: 0.4458, loss_cls: 3.9028, loss: 3.9028, grad_norm: 1.0150 2020-10-06 18:04:11,668 - mmaction - INFO - Epoch [63][440/1413] lr: 5.173e-01, eta: 3 days, 4:21:42, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2363, top5_acc: 0.4540, loss_cls: 3.8375, loss: 3.8375, grad_norm: 1.0173 2020-10-06 18:04:31,248 - mmaction - INFO - Epoch [63][460/1413] lr: 5.173e-01, eta: 3 days, 4:21:15, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2311, top5_acc: 0.4544, loss_cls: 3.8411, loss: 3.8411, grad_norm: 1.0076 2020-10-06 18:04:50,946 - mmaction - INFO - Epoch [63][480/1413] lr: 5.173e-01, eta: 3 days, 4:20:50, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2240, top5_acc: 0.4529, loss_cls: 3.8589, loss: 3.8589, grad_norm: 1.0241 2020-10-06 18:05:10,608 - mmaction - INFO - Epoch [63][500/1413] lr: 5.173e-01, eta: 3 days, 4:20:24, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2279, top5_acc: 0.4491, loss_cls: 3.8646, loss: 3.8646, grad_norm: 1.0118 2020-10-06 18:05:30,218 - mmaction - INFO - Epoch [63][520/1413] lr: 5.173e-01, eta: 3 days, 4:19:58, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2285, top5_acc: 0.4556, loss_cls: 3.8601, loss: 3.8601, grad_norm: 1.0243 2020-10-06 18:05:49,860 - mmaction - INFO - Epoch [63][540/1413] lr: 5.173e-01, eta: 3 days, 4:19:31, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2327, top5_acc: 0.4549, loss_cls: 3.8635, loss: 3.8635, grad_norm: 1.0177 2020-10-06 18:06:09,428 - mmaction - INFO - Epoch [63][560/1413] lr: 5.173e-01, eta: 3 days, 4:19:05, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2387, top5_acc: 0.4655, loss_cls: 3.8253, loss: 3.8253, grad_norm: 1.0353 2020-10-06 18:06:29,015 - mmaction - INFO - Epoch [63][580/1413] lr: 5.173e-01, eta: 3 days, 4:18:38, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2167, top5_acc: 0.4409, loss_cls: 3.9154, loss: 3.9154, grad_norm: 1.0007 2020-10-06 18:06:48,678 - mmaction - INFO - Epoch [63][600/1413] lr: 5.173e-01, eta: 3 days, 4:18:12, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2314, top5_acc: 0.4517, loss_cls: 3.8674, loss: 3.8674, grad_norm: 1.0084 2020-10-06 18:07:08,250 - mmaction - INFO - Epoch [63][620/1413] lr: 5.173e-01, eta: 3 days, 4:17:45, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2316, top5_acc: 0.4495, loss_cls: 3.8594, loss: 3.8594, grad_norm: 1.0298 2020-10-06 18:07:27,800 - mmaction - INFO - Epoch [63][640/1413] lr: 5.173e-01, eta: 3 days, 4:17:18, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2327, top5_acc: 0.4604, loss_cls: 3.8289, loss: 3.8289, grad_norm: 1.0332 2020-10-06 18:07:47,414 - mmaction - INFO - Epoch [63][660/1413] lr: 5.173e-01, eta: 3 days, 4:16:51, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2294, top5_acc: 0.4490, loss_cls: 3.8900, loss: 3.8900, grad_norm: 1.0196 2020-10-06 18:08:07,219 - mmaction - INFO - Epoch [63][680/1413] lr: 5.173e-01, eta: 3 days, 4:16:28, time: 0.990, data_time: 0.001, memory: 8482, top1_acc: 0.2260, top5_acc: 0.4556, loss_cls: 3.8641, loss: 3.8641, grad_norm: 1.0149 2020-10-06 18:08:26,738 - mmaction - INFO - Epoch [63][700/1413] lr: 5.173e-01, eta: 3 days, 4:16:00, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2326, top5_acc: 0.4477, loss_cls: 3.8669, loss: 3.8669, grad_norm: 1.0144 2020-10-06 18:08:46,382 - mmaction - INFO - Epoch [63][720/1413] lr: 5.173e-01, eta: 3 days, 4:15:34, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2313, top5_acc: 0.4559, loss_cls: 3.8340, loss: 3.8340, grad_norm: 1.0076 2020-10-06 18:09:05,896 - mmaction - INFO - Epoch [63][740/1413] lr: 5.173e-01, eta: 3 days, 4:15:06, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2288, top5_acc: 0.4517, loss_cls: 3.8686, loss: 3.8686, grad_norm: 1.0258 2020-10-06 18:09:25,637 - mmaction - INFO - Epoch [63][760/1413] lr: 5.173e-01, eta: 3 days, 4:14:41, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2199, top5_acc: 0.4448, loss_cls: 3.8833, loss: 3.8833, grad_norm: 1.0087 2020-10-06 18:09:45,241 - mmaction - INFO - Epoch [63][780/1413] lr: 5.173e-01, eta: 3 days, 4:14:15, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2314, top5_acc: 0.4520, loss_cls: 3.8501, loss: 3.8501, grad_norm: 1.0216 2020-10-06 18:10:04,712 - mmaction - INFO - Epoch [63][800/1413] lr: 5.173e-01, eta: 3 days, 4:13:47, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2293, top5_acc: 0.4479, loss_cls: 3.8652, loss: 3.8652, grad_norm: 1.0392 2020-10-06 18:10:24,251 - mmaction - INFO - Epoch [63][820/1413] lr: 5.173e-01, eta: 3 days, 4:13:20, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2286, top5_acc: 0.4583, loss_cls: 3.8519, loss: 3.8519, grad_norm: 1.0125 2020-10-06 18:10:43,894 - mmaction - INFO - Epoch [63][840/1413] lr: 5.173e-01, eta: 3 days, 4:12:54, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2361, top5_acc: 0.4633, loss_cls: 3.8195, loss: 3.8195, grad_norm: 1.0210 2020-10-06 18:11:03,502 - mmaction - INFO - Epoch [63][860/1413] lr: 5.173e-01, eta: 3 days, 4:12:28, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2284, top5_acc: 0.4568, loss_cls: 3.8673, loss: 3.8673, grad_norm: 1.0169 2020-10-06 18:11:23,200 - mmaction - INFO - Epoch [63][880/1413] lr: 5.173e-01, eta: 3 days, 4:12:03, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2306, top5_acc: 0.4510, loss_cls: 3.8548, loss: 3.8548, grad_norm: 1.0123 2020-10-06 18:11:42,893 - mmaction - INFO - Epoch [63][900/1413] lr: 5.173e-01, eta: 3 days, 4:11:37, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2310, top5_acc: 0.4527, loss_cls: 3.8506, loss: 3.8506, grad_norm: 1.0221 2020-10-06 18:12:02,585 - mmaction - INFO - Epoch [63][920/1413] lr: 5.173e-01, eta: 3 days, 4:11:12, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2236, top5_acc: 0.4544, loss_cls: 3.8706, loss: 3.8706, grad_norm: 1.0278 2020-10-06 18:12:22,272 - mmaction - INFO - Epoch [63][940/1413] lr: 5.173e-01, eta: 3 days, 4:10:47, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2285, top5_acc: 0.4477, loss_cls: 3.9006, loss: 3.9006, grad_norm: 0.9978 2020-10-06 18:12:41,896 - mmaction - INFO - Epoch [63][960/1413] lr: 5.173e-01, eta: 3 days, 4:10:21, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2340, top5_acc: 0.4591, loss_cls: 3.8396, loss: 3.8396, grad_norm: 1.0238 2020-10-06 18:13:01,482 - mmaction - INFO - Epoch [63][980/1413] lr: 5.173e-01, eta: 3 days, 4:09:54, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2277, top5_acc: 0.4483, loss_cls: 3.8738, loss: 3.8738, grad_norm: 1.0315 2020-10-06 18:13:21,112 - mmaction - INFO - Epoch [63][1000/1413] lr: 5.173e-01, eta: 3 days, 4:09:28, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2216, top5_acc: 0.4526, loss_cls: 3.8780, loss: 3.8780, grad_norm: 1.0048 2020-10-06 18:13:40,674 - mmaction - INFO - Epoch [63][1020/1413] lr: 5.173e-01, eta: 3 days, 4:09:01, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2315, top5_acc: 0.4556, loss_cls: 3.8504, loss: 3.8504, grad_norm: 1.0282 2020-10-06 18:14:00,297 - mmaction - INFO - Epoch [63][1040/1413] lr: 5.173e-01, eta: 3 days, 4:08:35, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2190, top5_acc: 0.4461, loss_cls: 3.9064, loss: 3.9064, grad_norm: 1.0047 2020-10-06 18:14:19,960 - mmaction - INFO - Epoch [63][1060/1413] lr: 5.173e-01, eta: 3 days, 4:08:10, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2340, top5_acc: 0.4551, loss_cls: 3.8611, loss: 3.8611, grad_norm: 1.0233 2020-10-06 18:14:39,462 - mmaction - INFO - Epoch [63][1080/1413] lr: 5.173e-01, eta: 3 days, 4:07:42, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2298, top5_acc: 0.4648, loss_cls: 3.8304, loss: 3.8304, grad_norm: 1.0129 2020-10-06 18:14:59,058 - mmaction - INFO - Epoch [63][1100/1413] lr: 5.173e-01, eta: 3 days, 4:07:16, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2294, top5_acc: 0.4512, loss_cls: 3.8591, loss: 3.8591, grad_norm: 1.0213 2020-10-06 18:15:18,694 - mmaction - INFO - Epoch [63][1120/1413] lr: 5.173e-01, eta: 3 days, 4:06:50, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2204, top5_acc: 0.4456, loss_cls: 3.8815, loss: 3.8815, grad_norm: 1.0429 2020-10-06 18:15:38,434 - mmaction - INFO - Epoch [63][1140/1413] lr: 5.173e-01, eta: 3 days, 4:06:26, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2299, top5_acc: 0.4546, loss_cls: 3.8551, loss: 3.8551, grad_norm: 1.0056 2020-10-06 18:15:57,974 - mmaction - INFO - Epoch [63][1160/1413] lr: 5.173e-01, eta: 3 days, 4:05:59, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2280, top5_acc: 0.4577, loss_cls: 3.8635, loss: 3.8635, grad_norm: 1.0245 2020-10-06 18:16:17,487 - mmaction - INFO - Epoch [63][1180/1413] lr: 5.173e-01, eta: 3 days, 4:05:31, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2292, top5_acc: 0.4526, loss_cls: 3.8736, loss: 3.8736, grad_norm: 1.0063 2020-10-06 18:16:37,123 - mmaction - INFO - Epoch [63][1200/1413] lr: 5.173e-01, eta: 3 days, 4:05:06, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2344, top5_acc: 0.4503, loss_cls: 3.8485, loss: 3.8485, grad_norm: 1.0105 2020-10-06 18:16:56,685 - mmaction - INFO - Epoch [63][1220/1413] lr: 5.173e-01, eta: 3 days, 4:04:39, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2320, top5_acc: 0.4495, loss_cls: 3.8571, loss: 3.8571, grad_norm: 1.0243 2020-10-06 18:17:16,254 - mmaction - INFO - Epoch [63][1240/1413] lr: 5.173e-01, eta: 3 days, 4:04:12, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2268, top5_acc: 0.4458, loss_cls: 3.8839, loss: 3.8839, grad_norm: 0.9961 2020-10-06 18:17:35,863 - mmaction - INFO - Epoch [63][1260/1413] lr: 5.173e-01, eta: 3 days, 4:03:46, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2319, top5_acc: 0.4634, loss_cls: 3.8178, loss: 3.8178, grad_norm: 1.0244 2020-10-06 18:17:55,491 - mmaction - INFO - Epoch [63][1280/1413] lr: 5.173e-01, eta: 3 days, 4:03:20, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2302, top5_acc: 0.4503, loss_cls: 3.8621, loss: 3.8621, grad_norm: 1.0147 2020-10-06 18:18:15,153 - mmaction - INFO - Epoch [63][1300/1413] lr: 5.173e-01, eta: 3 days, 4:02:55, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2337, top5_acc: 0.4596, loss_cls: 3.8358, loss: 3.8358, grad_norm: 1.0133 2020-10-06 18:18:34,712 - mmaction - INFO - Epoch [63][1320/1413] lr: 5.173e-01, eta: 3 days, 4:02:28, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2245, top5_acc: 0.4424, loss_cls: 3.9152, loss: 3.9152, grad_norm: 1.0223 2020-10-06 18:18:54,407 - mmaction - INFO - Epoch [63][1340/1413] lr: 5.173e-01, eta: 3 days, 4:02:04, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2285, top5_acc: 0.4533, loss_cls: 3.8664, loss: 3.8664, grad_norm: 1.0057 2020-10-06 18:19:14,066 - mmaction - INFO - Epoch [63][1360/1413] lr: 5.173e-01, eta: 3 days, 4:01:38, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2281, top5_acc: 0.4518, loss_cls: 3.8626, loss: 3.8626, grad_norm: 1.0340 2020-10-06 18:19:33,762 - mmaction - INFO - Epoch [63][1380/1413] lr: 5.173e-01, eta: 3 days, 4:01:13, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2260, top5_acc: 0.4518, loss_cls: 3.8907, loss: 3.8907, grad_norm: 0.9971 2020-10-06 18:19:53,474 - mmaction - INFO - Epoch [63][1400/1413] lr: 5.173e-01, eta: 3 days, 4:00:49, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2315, top5_acc: 0.4540, loss_cls: 3.8581, loss: 3.8581, grad_norm: 1.0235 2020-10-06 18:21:01,904 - mmaction - INFO - Epoch [64][20/1413] lr: 5.147e-01, eta: 3 days, 4:04:44, time: 2.699, data_time: 1.704, memory: 8482, top1_acc: 0.2236, top5_acc: 0.4490, loss_cls: 3.8899, loss: 3.8899, grad_norm: 1.0137 2020-10-06 18:21:21,205 - mmaction - INFO - Epoch [64][40/1413] lr: 5.147e-01, eta: 3 days, 4:04:13, time: 0.964, data_time: 0.002, memory: 8482, top1_acc: 0.2333, top5_acc: 0.4535, loss_cls: 3.8532, loss: 3.8532, grad_norm: 1.0117 2020-10-06 18:21:40,833 - mmaction - INFO - Epoch [64][60/1413] lr: 5.147e-01, eta: 3 days, 4:03:48, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2232, top5_acc: 0.4562, loss_cls: 3.8566, loss: 3.8566, grad_norm: 1.0255 2020-10-06 18:22:00,474 - mmaction - INFO - Epoch [64][80/1413] lr: 5.147e-01, eta: 3 days, 4:03:22, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2220, top5_acc: 0.4552, loss_cls: 3.8585, loss: 3.8585, grad_norm: 1.0226 2020-10-06 18:22:20,134 - mmaction - INFO - Epoch [64][100/1413] lr: 5.147e-01, eta: 3 days, 4:02:56, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2280, top5_acc: 0.4512, loss_cls: 3.8808, loss: 3.8808, grad_norm: 1.0161 2020-10-06 18:22:39,855 - mmaction - INFO - Epoch [64][120/1413] lr: 5.147e-01, eta: 3 days, 4:02:31, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2365, top5_acc: 0.4604, loss_cls: 3.8137, loss: 3.8137, grad_norm: 1.0270 2020-10-06 18:22:59,608 - mmaction - INFO - Epoch [64][140/1413] lr: 5.147e-01, eta: 3 days, 4:02:07, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.2229, top5_acc: 0.4602, loss_cls: 3.8256, loss: 3.8256, grad_norm: 1.0330 2020-10-06 18:23:19,182 - mmaction - INFO - Epoch [64][160/1413] lr: 5.147e-01, eta: 3 days, 4:01:40, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2318, top5_acc: 0.4546, loss_cls: 3.8443, loss: 3.8443, grad_norm: 1.0134 2020-10-06 18:23:38,932 - mmaction - INFO - Epoch [64][180/1413] lr: 5.147e-01, eta: 3 days, 4:01:16, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2255, top5_acc: 0.4544, loss_cls: 3.8558, loss: 3.8558, grad_norm: 1.0223 2020-10-06 18:23:58,573 - mmaction - INFO - Epoch [64][200/1413] lr: 5.147e-01, eta: 3 days, 4:00:50, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2249, top5_acc: 0.4492, loss_cls: 3.8825, loss: 3.8825, grad_norm: 1.0438 2020-10-06 18:24:18,191 - mmaction - INFO - Epoch [64][220/1413] lr: 5.147e-01, eta: 3 days, 4:00:24, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2253, top5_acc: 0.4570, loss_cls: 3.8588, loss: 3.8588, grad_norm: 1.0187 2020-10-06 18:24:37,775 - mmaction - INFO - Epoch [64][240/1413] lr: 5.147e-01, eta: 3 days, 3:59:58, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2290, top5_acc: 0.4542, loss_cls: 3.8463, loss: 3.8463, grad_norm: 1.0328 2020-10-06 18:24:57,391 - mmaction - INFO - Epoch [64][260/1413] lr: 5.147e-01, eta: 3 days, 3:59:32, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2292, top5_acc: 0.4540, loss_cls: 3.8424, loss: 3.8424, grad_norm: 1.0255 2020-10-06 18:25:17,081 - mmaction - INFO - Epoch [64][280/1413] lr: 5.147e-01, eta: 3 days, 3:59:07, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2263, top5_acc: 0.4551, loss_cls: 3.8581, loss: 3.8581, grad_norm: 1.0122 2020-10-06 18:25:36,815 - mmaction - INFO - Epoch [64][300/1413] lr: 5.147e-01, eta: 3 days, 3:58:42, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2392, top5_acc: 0.4694, loss_cls: 3.8027, loss: 3.8027, grad_norm: 1.0098 2020-10-06 18:25:56,458 - mmaction - INFO - Epoch [64][320/1413] lr: 5.147e-01, eta: 3 days, 3:58:16, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2288, top5_acc: 0.4536, loss_cls: 3.8227, loss: 3.8227, grad_norm: 1.0096 2020-10-06 18:26:16,090 - mmaction - INFO - Epoch [64][340/1413] lr: 5.147e-01, eta: 3 days, 3:57:51, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2263, top5_acc: 0.4569, loss_cls: 3.8355, loss: 3.8355, grad_norm: 1.0176 2020-10-06 18:26:35,760 - mmaction - INFO - Epoch [64][360/1413] lr: 5.147e-01, eta: 3 days, 3:57:26, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2283, top5_acc: 0.4624, loss_cls: 3.8492, loss: 3.8492, grad_norm: 1.0372 2020-10-06 18:26:55,374 - mmaction - INFO - Epoch [64][380/1413] lr: 5.147e-01, eta: 3 days, 3:56:59, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2272, top5_acc: 0.4555, loss_cls: 3.8522, loss: 3.8522, grad_norm: 1.0112 2020-10-06 18:27:14,988 - mmaction - INFO - Epoch [64][400/1413] lr: 5.147e-01, eta: 3 days, 3:56:34, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2371, top5_acc: 0.4612, loss_cls: 3.8066, loss: 3.8066, grad_norm: 1.0193 2020-10-06 18:27:34,696 - mmaction - INFO - Epoch [64][420/1413] lr: 5.147e-01, eta: 3 days, 3:56:09, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2268, top5_acc: 0.4536, loss_cls: 3.8592, loss: 3.8592, grad_norm: 1.0287 2020-10-06 18:27:54,374 - mmaction - INFO - Epoch [64][440/1413] lr: 5.147e-01, eta: 3 days, 3:55:44, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2262, top5_acc: 0.4555, loss_cls: 3.8414, loss: 3.8414, grad_norm: 1.0221 2020-10-06 18:28:14,073 - mmaction - INFO - Epoch [64][460/1413] lr: 5.147e-01, eta: 3 days, 3:55:19, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2404, top5_acc: 0.4698, loss_cls: 3.7988, loss: 3.7988, grad_norm: 1.0253 2020-10-06 18:28:33,708 - mmaction - INFO - Epoch [64][480/1413] lr: 5.147e-01, eta: 3 days, 3:54:53, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2262, top5_acc: 0.4608, loss_cls: 3.8367, loss: 3.8367, grad_norm: 1.0368 2020-10-06 18:28:53,478 - mmaction - INFO - Epoch [64][500/1413] lr: 5.147e-01, eta: 3 days, 3:54:29, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2224, top5_acc: 0.4510, loss_cls: 3.9278, loss: 3.9278, grad_norm: 1.0258 2020-10-06 18:29:13,155 - mmaction - INFO - Epoch [64][520/1413] lr: 5.147e-01, eta: 3 days, 3:54:04, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2327, top5_acc: 0.4538, loss_cls: 3.8489, loss: 3.8489, grad_norm: 0.9942 2020-10-06 18:29:32,855 - mmaction - INFO - Epoch [64][540/1413] lr: 5.147e-01, eta: 3 days, 3:53:39, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2275, top5_acc: 0.4579, loss_cls: 3.8579, loss: 3.8579, grad_norm: 1.0335 2020-10-06 18:29:52,542 - mmaction - INFO - Epoch [64][560/1413] lr: 5.147e-01, eta: 3 days, 3:53:14, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2219, top5_acc: 0.4500, loss_cls: 3.8862, loss: 3.8862, grad_norm: 1.0212 2020-10-06 18:30:11,333 - mmaction - INFO - Epoch [64][580/1413] lr: 5.147e-01, eta: 3 days, 3:52:38, time: 0.940, data_time: 0.002, memory: 8482, top1_acc: 0.2323, top5_acc: 0.4573, loss_cls: 3.8397, loss: 3.8397, grad_norm: 1.0077 2020-10-06 18:30:30,965 - mmaction - INFO - Epoch [64][600/1413] lr: 5.147e-01, eta: 3 days, 3:52:13, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2339, top5_acc: 0.4561, loss_cls: 3.8538, loss: 3.8538, grad_norm: 1.0438 2020-10-06 18:30:50,641 - mmaction - INFO - Epoch [64][620/1413] lr: 5.147e-01, eta: 3 days, 3:51:47, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2320, top5_acc: 0.4553, loss_cls: 3.8556, loss: 3.8556, grad_norm: 1.0211 2020-10-06 18:31:10,297 - mmaction - INFO - Epoch [64][640/1413] lr: 5.147e-01, eta: 3 days, 3:51:22, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2120, top5_acc: 0.4427, loss_cls: 3.9445, loss: 3.9445, grad_norm: 1.0227 2020-10-06 18:31:29,837 - mmaction - INFO - Epoch [64][660/1413] lr: 5.147e-01, eta: 3 days, 3:50:56, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2367, top5_acc: 0.4576, loss_cls: 3.8367, loss: 3.8367, grad_norm: 0.9950 2020-10-06 18:31:49,461 - mmaction - INFO - Epoch [64][680/1413] lr: 5.147e-01, eta: 3 days, 3:50:30, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2284, top5_acc: 0.4565, loss_cls: 3.8618, loss: 3.8618, grad_norm: 1.0203 2020-10-06 18:32:09,248 - mmaction - INFO - Epoch [64][700/1413] lr: 5.147e-01, eta: 3 days, 3:50:06, time: 0.991, data_time: 0.003, memory: 8482, top1_acc: 0.2302, top5_acc: 0.4639, loss_cls: 3.8094, loss: 3.8094, grad_norm: 1.0245 2020-10-06 18:32:28,856 - mmaction - INFO - Epoch [64][720/1413] lr: 5.147e-01, eta: 3 days, 3:49:40, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2365, top5_acc: 0.4572, loss_cls: 3.8350, loss: 3.8350, grad_norm: 1.0347 2020-10-06 18:32:48,488 - mmaction - INFO - Epoch [64][740/1413] lr: 5.147e-01, eta: 3 days, 3:49:15, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2236, top5_acc: 0.4398, loss_cls: 3.9211, loss: 3.9211, grad_norm: 1.0130 2020-10-06 18:33:08,154 - mmaction - INFO - Epoch [64][760/1413] lr: 5.147e-01, eta: 3 days, 3:48:50, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2275, top5_acc: 0.4516, loss_cls: 3.8801, loss: 3.8801, grad_norm: 1.0207 2020-10-06 18:33:27,715 - mmaction - INFO - Epoch [64][780/1413] lr: 5.147e-01, eta: 3 days, 3:48:23, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2309, top5_acc: 0.4544, loss_cls: 3.8532, loss: 3.8532, grad_norm: 1.0320 2020-10-06 18:33:47,377 - mmaction - INFO - Epoch [64][800/1413] lr: 5.147e-01, eta: 3 days, 3:47:58, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2318, top5_acc: 0.4548, loss_cls: 3.8550, loss: 3.8550, grad_norm: 1.0174 2020-10-06 18:34:07,002 - mmaction - INFO - Epoch [64][820/1413] lr: 5.147e-01, eta: 3 days, 3:47:33, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2285, top5_acc: 0.4594, loss_cls: 3.8383, loss: 3.8383, grad_norm: 1.0205 2020-10-06 18:34:26,643 - mmaction - INFO - Epoch [64][840/1413] lr: 5.147e-01, eta: 3 days, 3:47:07, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2293, top5_acc: 0.4581, loss_cls: 3.8611, loss: 3.8611, grad_norm: 1.0229 2020-10-06 18:34:46,197 - mmaction - INFO - Epoch [64][860/1413] lr: 5.147e-01, eta: 3 days, 3:46:41, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2189, top5_acc: 0.4562, loss_cls: 3.8732, loss: 3.8732, grad_norm: 1.0091 2020-10-06 18:35:05,744 - mmaction - INFO - Epoch [64][880/1413] lr: 5.147e-01, eta: 3 days, 3:46:14, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2316, top5_acc: 0.4510, loss_cls: 3.8561, loss: 3.8561, grad_norm: 1.0298 2020-10-06 18:35:25,298 - mmaction - INFO - Epoch [64][900/1413] lr: 5.147e-01, eta: 3 days, 3:45:48, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2306, top5_acc: 0.4561, loss_cls: 3.8496, loss: 3.8496, grad_norm: 1.0170 2020-10-06 18:35:44,915 - mmaction - INFO - Epoch [64][920/1413] lr: 5.147e-01, eta: 3 days, 3:45:22, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2355, top5_acc: 0.4533, loss_cls: 3.8627, loss: 3.8627, grad_norm: 1.0042 2020-10-06 18:36:04,472 - mmaction - INFO - Epoch [64][940/1413] lr: 5.147e-01, eta: 3 days, 3:44:56, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2326, top5_acc: 0.4496, loss_cls: 3.8698, loss: 3.8698, grad_norm: 1.0228 2020-10-06 18:36:24,167 - mmaction - INFO - Epoch [64][960/1413] lr: 5.147e-01, eta: 3 days, 3:44:31, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2286, top5_acc: 0.4508, loss_cls: 3.8717, loss: 3.8717, grad_norm: 1.0060 2020-10-06 18:36:43,870 - mmaction - INFO - Epoch [64][980/1413] lr: 5.147e-01, eta: 3 days, 3:44:07, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2268, top5_acc: 0.4512, loss_cls: 3.8641, loss: 3.8641, grad_norm: 1.0070 2020-10-06 18:37:03,449 - mmaction - INFO - Epoch [64][1000/1413] lr: 5.147e-01, eta: 3 days, 3:43:41, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2181, top5_acc: 0.4467, loss_cls: 3.8918, loss: 3.8918, grad_norm: 1.0124 2020-10-06 18:37:23,092 - mmaction - INFO - Epoch [64][1020/1413] lr: 5.147e-01, eta: 3 days, 3:43:16, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2280, top5_acc: 0.4556, loss_cls: 3.8596, loss: 3.8596, grad_norm: 1.0199 2020-10-06 18:37:42,688 - mmaction - INFO - Epoch [64][1040/1413] lr: 5.147e-01, eta: 3 days, 3:42:49, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2273, top5_acc: 0.4591, loss_cls: 3.8481, loss: 3.8481, grad_norm: 1.0286 2020-10-06 18:38:02,314 - mmaction - INFO - Epoch [64][1060/1413] lr: 5.147e-01, eta: 3 days, 3:42:24, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2319, top5_acc: 0.4503, loss_cls: 3.8434, loss: 3.8434, grad_norm: 1.0206 2020-10-06 18:38:21,924 - mmaction - INFO - Epoch [64][1080/1413] lr: 5.147e-01, eta: 3 days, 3:41:59, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2201, top5_acc: 0.4447, loss_cls: 3.9009, loss: 3.9009, grad_norm: 1.0140 2020-10-06 18:38:41,585 - mmaction - INFO - Epoch [64][1100/1413] lr: 5.147e-01, eta: 3 days, 3:41:33, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2413, top5_acc: 0.4677, loss_cls: 3.8205, loss: 3.8205, grad_norm: 1.0204 2020-10-06 18:39:01,210 - mmaction - INFO - Epoch [64][1120/1413] lr: 5.147e-01, eta: 3 days, 3:41:08, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2332, top5_acc: 0.4659, loss_cls: 3.8218, loss: 3.8218, grad_norm: 1.0170 2020-10-06 18:39:20,775 - mmaction - INFO - Epoch [64][1140/1413] lr: 5.147e-01, eta: 3 days, 3:40:42, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2233, top5_acc: 0.4486, loss_cls: 3.8863, loss: 3.8863, grad_norm: 1.0290 2020-10-06 18:39:40,456 - mmaction - INFO - Epoch [64][1160/1413] lr: 5.147e-01, eta: 3 days, 3:40:17, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2357, top5_acc: 0.4559, loss_cls: 3.8515, loss: 3.8515, grad_norm: 1.0300 2020-10-06 18:40:00,080 - mmaction - INFO - Epoch [64][1180/1413] lr: 5.147e-01, eta: 3 days, 3:39:52, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2260, top5_acc: 0.4406, loss_cls: 3.8978, loss: 3.8978, grad_norm: 1.0260 2020-10-06 18:40:19,697 - mmaction - INFO - Epoch [64][1200/1413] lr: 5.147e-01, eta: 3 days, 3:39:26, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2352, top5_acc: 0.4572, loss_cls: 3.8376, loss: 3.8376, grad_norm: 1.0040 2020-10-06 18:40:39,264 - mmaction - INFO - Epoch [64][1220/1413] lr: 5.147e-01, eta: 3 days, 3:39:00, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2292, top5_acc: 0.4572, loss_cls: 3.8642, loss: 3.8642, grad_norm: 1.0326 2020-10-06 18:40:58,873 - mmaction - INFO - Epoch [64][1240/1413] lr: 5.147e-01, eta: 3 days, 3:38:35, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2326, top5_acc: 0.4655, loss_cls: 3.8035, loss: 3.8035, grad_norm: 1.0293 2020-10-06 18:41:18,487 - mmaction - INFO - Epoch [64][1260/1413] lr: 5.147e-01, eta: 3 days, 3:38:09, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2311, top5_acc: 0.4609, loss_cls: 3.8472, loss: 3.8472, grad_norm: 1.0226 2020-10-06 18:41:38,115 - mmaction - INFO - Epoch [64][1280/1413] lr: 5.147e-01, eta: 3 days, 3:37:44, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2296, top5_acc: 0.4552, loss_cls: 3.8654, loss: 3.8654, grad_norm: 1.0198 2020-10-06 18:41:57,741 - mmaction - INFO - Epoch [64][1300/1413] lr: 5.147e-01, eta: 3 days, 3:37:19, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2320, top5_acc: 0.4586, loss_cls: 3.8297, loss: 3.8297, grad_norm: 1.0086 2020-10-06 18:42:17,394 - mmaction - INFO - Epoch [64][1320/1413] lr: 5.147e-01, eta: 3 days, 3:36:54, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2283, top5_acc: 0.4556, loss_cls: 3.8500, loss: 3.8500, grad_norm: 1.0385 2020-10-06 18:42:36,953 - mmaction - INFO - Epoch [64][1340/1413] lr: 5.147e-01, eta: 3 days, 3:36:28, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2281, top5_acc: 0.4467, loss_cls: 3.8736, loss: 3.8736, grad_norm: 1.0122 2020-10-06 18:42:56,541 - mmaction - INFO - Epoch [64][1360/1413] lr: 5.147e-01, eta: 3 days, 3:36:02, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2271, top5_acc: 0.4496, loss_cls: 3.8875, loss: 3.8875, grad_norm: 1.0210 2020-10-06 18:43:16,182 - mmaction - INFO - Epoch [64][1380/1413] lr: 5.147e-01, eta: 3 days, 3:35:37, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2333, top5_acc: 0.4517, loss_cls: 3.8715, loss: 3.8715, grad_norm: 1.0134 2020-10-06 18:43:35,680 - mmaction - INFO - Epoch [64][1400/1413] lr: 5.147e-01, eta: 3 days, 3:35:10, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2375, top5_acc: 0.4586, loss_cls: 3.8391, loss: 3.8391, grad_norm: 1.0112 2020-10-06 18:43:48,781 - mmaction - INFO - Saving checkpoint at 64 epochs 2020-10-06 18:45:13,908 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-06 18:45:16,461 - mmaction - INFO - top1_acc 0.2253 top5_acc 0.4618 2020-10-06 18:45:16,462 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-06 18:45:16,579 - mmaction - INFO - mean_acc 0.2252 2020-10-06 18:45:16,579 - mmaction - INFO - Now best checkpoint is epoch_64.pth 2020-10-06 18:45:16,613 - mmaction - INFO - Epoch(val) [64][1413] top1_acc: 0.2253, top5_acc: 0.4618, mean_class_accuracy: 0.2252 2020-10-06 18:46:02,216 - mmaction - INFO - Epoch [65][20/1413] lr: 5.121e-01, eta: 3 days, 3:37:06, time: 2.277, data_time: 1.167, memory: 8482, top1_acc: 0.2337, top5_acc: 0.4548, loss_cls: 3.8436, loss: 3.8436, grad_norm: 1.0225 2020-10-06 18:46:21,555 - mmaction - INFO - Epoch [65][40/1413] lr: 5.121e-01, eta: 3 days, 3:36:37, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.2303, top5_acc: 0.4598, loss_cls: 3.8247, loss: 3.8247, grad_norm: 1.0298 2020-10-06 18:46:41,003 - mmaction - INFO - Epoch [65][60/1413] lr: 5.121e-01, eta: 3 days, 3:36:10, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.2255, top5_acc: 0.4574, loss_cls: 3.8379, loss: 3.8379, grad_norm: 1.0141 2020-10-06 18:47:00,646 - mmaction - INFO - Epoch [65][80/1413] lr: 5.121e-01, eta: 3 days, 3:35:45, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2259, top5_acc: 0.4573, loss_cls: 3.8386, loss: 3.8386, grad_norm: 1.0270 2020-10-06 18:47:20,246 - mmaction - INFO - Epoch [65][100/1413] lr: 5.121e-01, eta: 3 days, 3:35:19, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2319, top5_acc: 0.4543, loss_cls: 3.8530, loss: 3.8530, grad_norm: 1.0281 2020-10-06 18:47:39,808 - mmaction - INFO - Epoch [65][120/1413] lr: 5.121e-01, eta: 3 days, 3:34:53, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2342, top5_acc: 0.4671, loss_cls: 3.8311, loss: 3.8311, grad_norm: 1.0047 2020-10-06 18:47:59,500 - mmaction - INFO - Epoch [65][140/1413] lr: 5.121e-01, eta: 3 days, 3:34:28, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2352, top5_acc: 0.4648, loss_cls: 3.7921, loss: 3.7921, grad_norm: 1.0268 2020-10-06 18:48:19,161 - mmaction - INFO - Epoch [65][160/1413] lr: 5.121e-01, eta: 3 days, 3:34:03, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2266, top5_acc: 0.4577, loss_cls: 3.8681, loss: 3.8681, grad_norm: 1.0227 2020-10-06 18:48:38,835 - mmaction - INFO - Epoch [65][180/1413] lr: 5.121e-01, eta: 3 days, 3:33:39, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2201, top5_acc: 0.4508, loss_cls: 3.8523, loss: 3.8523, grad_norm: 1.0288 2020-10-06 18:48:58,455 - mmaction - INFO - Epoch [65][200/1413] lr: 5.121e-01, eta: 3 days, 3:33:13, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2342, top5_acc: 0.4650, loss_cls: 3.8397, loss: 3.8397, grad_norm: 1.0396 2020-10-06 18:49:18,032 - mmaction - INFO - Epoch [65][220/1413] lr: 5.121e-01, eta: 3 days, 3:32:47, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2303, top5_acc: 0.4645, loss_cls: 3.8355, loss: 3.8355, grad_norm: 1.0200 2020-10-06 18:49:37,625 - mmaction - INFO - Epoch [65][240/1413] lr: 5.121e-01, eta: 3 days, 3:32:22, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2303, top5_acc: 0.4509, loss_cls: 3.8721, loss: 3.8721, grad_norm: 1.0198 2020-10-06 18:49:57,330 - mmaction - INFO - Epoch [65][260/1413] lr: 5.121e-01, eta: 3 days, 3:31:57, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2271, top5_acc: 0.4527, loss_cls: 3.8230, loss: 3.8230, grad_norm: 1.0247 2020-10-06 18:50:16,976 - mmaction - INFO - Epoch [65][280/1413] lr: 5.121e-01, eta: 3 days, 3:31:33, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2340, top5_acc: 0.4510, loss_cls: 3.8518, loss: 3.8518, grad_norm: 1.0126 2020-10-06 18:50:36,703 - mmaction - INFO - Epoch [65][300/1413] lr: 5.121e-01, eta: 3 days, 3:31:08, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2257, top5_acc: 0.4587, loss_cls: 3.8396, loss: 3.8396, grad_norm: 1.0158 2020-10-06 18:50:56,232 - mmaction - INFO - Epoch [65][320/1413] lr: 5.121e-01, eta: 3 days, 3:30:42, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2327, top5_acc: 0.4668, loss_cls: 3.8041, loss: 3.8041, grad_norm: 1.0211 2020-10-06 18:51:15,876 - mmaction - INFO - Epoch [65][340/1413] lr: 5.121e-01, eta: 3 days, 3:30:17, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2371, top5_acc: 0.4523, loss_cls: 3.8463, loss: 3.8463, grad_norm: 1.0216 2020-10-06 18:51:35,542 - mmaction - INFO - Epoch [65][360/1413] lr: 5.121e-01, eta: 3 days, 3:29:52, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2293, top5_acc: 0.4585, loss_cls: 3.8684, loss: 3.8684, grad_norm: 1.0143 2020-10-06 18:51:55,112 - mmaction - INFO - Epoch [65][380/1413] lr: 5.121e-01, eta: 3 days, 3:29:26, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2271, top5_acc: 0.4551, loss_cls: 3.8615, loss: 3.8615, grad_norm: 1.0130 2020-10-06 18:52:14,691 - mmaction - INFO - Epoch [65][400/1413] lr: 5.121e-01, eta: 3 days, 3:29:01, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2376, top5_acc: 0.4594, loss_cls: 3.8264, loss: 3.8264, grad_norm: 1.0238 2020-10-06 18:52:34,434 - mmaction - INFO - Epoch [65][420/1413] lr: 5.121e-01, eta: 3 days, 3:28:37, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2267, top5_acc: 0.4523, loss_cls: 3.8642, loss: 3.8642, grad_norm: 1.0125 2020-10-06 18:52:54,026 - mmaction - INFO - Epoch [65][440/1413] lr: 5.121e-01, eta: 3 days, 3:28:11, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2311, top5_acc: 0.4651, loss_cls: 3.8416, loss: 3.8416, grad_norm: 1.0216 2020-10-06 18:53:13,640 - mmaction - INFO - Epoch [65][460/1413] lr: 5.121e-01, eta: 3 days, 3:27:46, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2250, top5_acc: 0.4534, loss_cls: 3.8591, loss: 3.8591, grad_norm: 1.0407 2020-10-06 18:53:33,550 - mmaction - INFO - Epoch [65][480/1413] lr: 5.121e-01, eta: 3 days, 3:27:24, time: 0.995, data_time: 0.001, memory: 8482, top1_acc: 0.2230, top5_acc: 0.4572, loss_cls: 3.8748, loss: 3.8748, grad_norm: 1.0214 2020-10-06 18:53:53,178 - mmaction - INFO - Epoch [65][500/1413] lr: 5.121e-01, eta: 3 days, 3:26:59, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2327, top5_acc: 0.4564, loss_cls: 3.8129, loss: 3.8129, grad_norm: 1.0242 2020-10-06 18:54:12,889 - mmaction - INFO - Epoch [65][520/1413] lr: 5.121e-01, eta: 3 days, 3:26:35, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2327, top5_acc: 0.4608, loss_cls: 3.8239, loss: 3.8239, grad_norm: 1.0240 2020-10-06 18:54:32,575 - mmaction - INFO - Epoch [65][540/1413] lr: 5.121e-01, eta: 3 days, 3:26:10, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2350, top5_acc: 0.4565, loss_cls: 3.8424, loss: 3.8424, grad_norm: 1.0282 2020-10-06 18:54:52,173 - mmaction - INFO - Epoch [65][560/1413] lr: 5.121e-01, eta: 3 days, 3:25:45, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2234, top5_acc: 0.4454, loss_cls: 3.8966, loss: 3.8966, grad_norm: 1.0366 2020-10-06 18:55:11,846 - mmaction - INFO - Epoch [65][580/1413] lr: 5.121e-01, eta: 3 days, 3:25:20, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2348, top5_acc: 0.4546, loss_cls: 3.8456, loss: 3.8456, grad_norm: 1.0132 2020-10-06 18:55:31,498 - mmaction - INFO - Epoch [65][600/1413] lr: 5.121e-01, eta: 3 days, 3:24:55, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2375, top5_acc: 0.4641, loss_cls: 3.8272, loss: 3.8272, grad_norm: 1.0011 2020-10-06 18:55:51,136 - mmaction - INFO - Epoch [65][620/1413] lr: 5.121e-01, eta: 3 days, 3:24:30, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2349, top5_acc: 0.4576, loss_cls: 3.8561, loss: 3.8561, grad_norm: 1.0293 2020-10-06 18:56:10,805 - mmaction - INFO - Epoch [65][640/1413] lr: 5.121e-01, eta: 3 days, 3:24:06, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2225, top5_acc: 0.4480, loss_cls: 3.9009, loss: 3.9009, grad_norm: 1.0051 2020-10-06 18:56:30,412 - mmaction - INFO - Epoch [65][660/1413] lr: 5.121e-01, eta: 3 days, 3:23:41, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2296, top5_acc: 0.4566, loss_cls: 3.8416, loss: 3.8416, grad_norm: 1.0186 2020-10-06 18:56:50,000 - mmaction - INFO - Epoch [65][680/1413] lr: 5.121e-01, eta: 3 days, 3:23:15, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2299, top5_acc: 0.4552, loss_cls: 3.8466, loss: 3.8466, grad_norm: 1.0209 2020-10-06 18:57:09,602 - mmaction - INFO - Epoch [65][700/1413] lr: 5.121e-01, eta: 3 days, 3:22:50, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2247, top5_acc: 0.4492, loss_cls: 3.8769, loss: 3.8769, grad_norm: 1.0370 2020-10-06 18:57:29,194 - mmaction - INFO - Epoch [65][720/1413] lr: 5.121e-01, eta: 3 days, 3:22:24, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2253, top5_acc: 0.4482, loss_cls: 3.8774, loss: 3.8774, grad_norm: 1.0016 2020-10-06 18:57:48,927 - mmaction - INFO - Epoch [65][740/1413] lr: 5.121e-01, eta: 3 days, 3:22:00, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.2293, top5_acc: 0.4594, loss_cls: 3.8432, loss: 3.8432, grad_norm: 1.0366 2020-10-06 18:58:08,552 - mmaction - INFO - Epoch [65][760/1413] lr: 5.121e-01, eta: 3 days, 3:21:35, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2370, top5_acc: 0.4645, loss_cls: 3.7903, loss: 3.7903, grad_norm: 1.0189 2020-10-06 18:58:28,152 - mmaction - INFO - Epoch [65][780/1413] lr: 5.121e-01, eta: 3 days, 3:21:10, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2243, top5_acc: 0.4474, loss_cls: 3.9221, loss: 3.9221, grad_norm: 1.0219 2020-10-06 18:58:47,809 - mmaction - INFO - Epoch [65][800/1413] lr: 5.121e-01, eta: 3 days, 3:20:45, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2393, top5_acc: 0.4624, loss_cls: 3.8088, loss: 3.8088, grad_norm: 1.0253 2020-10-06 18:59:07,486 - mmaction - INFO - Epoch [65][820/1413] lr: 5.121e-01, eta: 3 days, 3:20:21, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2312, top5_acc: 0.4521, loss_cls: 3.8744, loss: 3.8744, grad_norm: 1.0227 2020-10-06 18:59:27,103 - mmaction - INFO - Epoch [65][840/1413] lr: 5.121e-01, eta: 3 days, 3:19:56, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2216, top5_acc: 0.4453, loss_cls: 3.9212, loss: 3.9212, grad_norm: 1.0237 2020-10-06 18:59:46,955 - mmaction - INFO - Epoch [65][860/1413] lr: 5.121e-01, eta: 3 days, 3:19:33, time: 0.993, data_time: 0.003, memory: 8482, top1_acc: 0.2299, top5_acc: 0.4527, loss_cls: 3.8577, loss: 3.8577, grad_norm: 1.0474 2020-10-06 19:00:08,063 - mmaction - INFO - Epoch [65][880/1413] lr: 5.121e-01, eta: 3 days, 3:19:25, time: 1.055, data_time: 0.002, memory: 8482, top1_acc: 0.2366, top5_acc: 0.4517, loss_cls: 3.8554, loss: 3.8554, grad_norm: 1.0022 2020-10-06 19:00:26,807 - mmaction - INFO - Epoch [65][900/1413] lr: 5.121e-01, eta: 3 days, 3:18:50, time: 0.938, data_time: 0.003, memory: 8482, top1_acc: 0.2354, top5_acc: 0.4540, loss_cls: 3.8523, loss: 3.8523, grad_norm: 1.0386 2020-10-06 19:00:46,328 - mmaction - INFO - Epoch [65][920/1413] lr: 5.121e-01, eta: 3 days, 3:18:24, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2224, top5_acc: 0.4447, loss_cls: 3.8927, loss: 3.8927, grad_norm: 1.0185 2020-10-06 19:01:05,932 - mmaction - INFO - Epoch [65][940/1413] lr: 5.121e-01, eta: 3 days, 3:17:59, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2309, top5_acc: 0.4469, loss_cls: 3.8840, loss: 3.8840, grad_norm: 1.0401 2020-10-06 19:01:25,579 - mmaction - INFO - Epoch [65][960/1413] lr: 5.121e-01, eta: 3 days, 3:17:34, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2372, top5_acc: 0.4620, loss_cls: 3.8061, loss: 3.8061, grad_norm: 1.0129 2020-10-06 19:01:45,179 - mmaction - INFO - Epoch [65][980/1413] lr: 5.121e-01, eta: 3 days, 3:17:09, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2307, top5_acc: 0.4603, loss_cls: 3.8180, loss: 3.8180, grad_norm: 1.0369 2020-10-06 19:02:04,735 - mmaction - INFO - Epoch [65][1000/1413] lr: 5.121e-01, eta: 3 days, 3:16:43, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2329, top5_acc: 0.4538, loss_cls: 3.8490, loss: 3.8490, grad_norm: 1.0218 2020-10-06 19:02:24,480 - mmaction - INFO - Epoch [65][1020/1413] lr: 5.121e-01, eta: 3 days, 3:16:19, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2253, top5_acc: 0.4562, loss_cls: 3.8756, loss: 3.8756, grad_norm: 1.0208 2020-10-06 19:02:44,154 - mmaction - INFO - Epoch [65][1040/1413] lr: 5.121e-01, eta: 3 days, 3:15:55, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2230, top5_acc: 0.4487, loss_cls: 3.8775, loss: 3.8775, grad_norm: 1.0115 2020-10-06 19:03:03,784 - mmaction - INFO - Epoch [65][1060/1413] lr: 5.121e-01, eta: 3 days, 3:15:30, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2314, top5_acc: 0.4540, loss_cls: 3.8730, loss: 3.8730, grad_norm: 1.0324 2020-10-06 19:03:23,330 - mmaction - INFO - Epoch [65][1080/1413] lr: 5.121e-01, eta: 3 days, 3:15:04, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2266, top5_acc: 0.4503, loss_cls: 3.8801, loss: 3.8801, grad_norm: 1.0162 2020-10-06 19:03:42,968 - mmaction - INFO - Epoch [65][1100/1413] lr: 5.121e-01, eta: 3 days, 3:14:40, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2255, top5_acc: 0.4458, loss_cls: 3.8825, loss: 3.8825, grad_norm: 1.0074 2020-10-06 19:04:02,650 - mmaction - INFO - Epoch [65][1120/1413] lr: 5.121e-01, eta: 3 days, 3:14:16, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2279, top5_acc: 0.4471, loss_cls: 3.8856, loss: 3.8856, grad_norm: 1.0263 2020-10-06 19:04:22,335 - mmaction - INFO - Epoch [65][1140/1413] lr: 5.121e-01, eta: 3 days, 3:13:51, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2249, top5_acc: 0.4500, loss_cls: 3.8631, loss: 3.8631, grad_norm: 1.0300 2020-10-06 19:04:41,985 - mmaction - INFO - Epoch [65][1160/1413] lr: 5.121e-01, eta: 3 days, 3:13:27, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2310, top5_acc: 0.4608, loss_cls: 3.8303, loss: 3.8303, grad_norm: 1.0253 2020-10-06 19:05:01,689 - mmaction - INFO - Epoch [65][1180/1413] lr: 5.121e-01, eta: 3 days, 3:13:03, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2318, top5_acc: 0.4497, loss_cls: 3.8682, loss: 3.8682, grad_norm: 1.0143 2020-10-06 19:05:21,345 - mmaction - INFO - Epoch [65][1200/1413] lr: 5.121e-01, eta: 3 days, 3:12:38, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2358, top5_acc: 0.4591, loss_cls: 3.8610, loss: 3.8610, grad_norm: 1.0382 2020-10-06 19:05:40,846 - mmaction - INFO - Epoch [65][1220/1413] lr: 5.121e-01, eta: 3 days, 3:12:12, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2303, top5_acc: 0.4612, loss_cls: 3.8451, loss: 3.8451, grad_norm: 1.0334 2020-10-06 19:06:00,320 - mmaction - INFO - Epoch [65][1240/1413] lr: 5.121e-01, eta: 3 days, 3:11:45, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.2311, top5_acc: 0.4566, loss_cls: 3.8430, loss: 3.8430, grad_norm: 1.0319 2020-10-06 19:06:19,942 - mmaction - INFO - Epoch [65][1260/1413] lr: 5.121e-01, eta: 3 days, 3:11:21, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2289, top5_acc: 0.4576, loss_cls: 3.8556, loss: 3.8556, grad_norm: 1.0245 2020-10-06 19:06:39,488 - mmaction - INFO - Epoch [65][1280/1413] lr: 5.121e-01, eta: 3 days, 3:10:55, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2240, top5_acc: 0.4516, loss_cls: 3.8650, loss: 3.8650, grad_norm: 1.0221 2020-10-06 19:06:59,093 - mmaction - INFO - Epoch [65][1300/1413] lr: 5.121e-01, eta: 3 days, 3:10:30, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2299, top5_acc: 0.4470, loss_cls: 3.8793, loss: 3.8793, grad_norm: 1.0057 2020-10-06 19:07:18,732 - mmaction - INFO - Epoch [65][1320/1413] lr: 5.121e-01, eta: 3 days, 3:10:05, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2331, top5_acc: 0.4622, loss_cls: 3.8337, loss: 3.8337, grad_norm: 1.0226 2020-10-06 19:07:38,361 - mmaction - INFO - Epoch [65][1340/1413] lr: 5.121e-01, eta: 3 days, 3:09:40, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2227, top5_acc: 0.4474, loss_cls: 3.8958, loss: 3.8958, grad_norm: 1.0107 2020-10-06 19:07:57,956 - mmaction - INFO - Epoch [65][1360/1413] lr: 5.121e-01, eta: 3 days, 3:09:15, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2242, top5_acc: 0.4393, loss_cls: 3.9100, loss: 3.9100, grad_norm: 1.0234 2020-10-06 19:08:17,632 - mmaction - INFO - Epoch [65][1380/1413] lr: 5.121e-01, eta: 3 days, 3:08:51, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2216, top5_acc: 0.4383, loss_cls: 3.9256, loss: 3.9256, grad_norm: 1.0094 2020-10-06 19:08:37,052 - mmaction - INFO - Epoch [65][1400/1413] lr: 5.121e-01, eta: 3 days, 3:08:24, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.2378, top5_acc: 0.4582, loss_cls: 3.8501, loss: 3.8501, grad_norm: 1.0080 2020-10-06 19:09:46,770 - mmaction - INFO - Epoch [66][20/1413] lr: 5.095e-01, eta: 3 days, 3:11:57, time: 2.750, data_time: 1.760, memory: 8482, top1_acc: 0.2242, top5_acc: 0.4576, loss_cls: 3.8469, loss: 3.8469, grad_norm: 1.0219 2020-10-06 19:10:06,137 - mmaction - INFO - Epoch [66][40/1413] lr: 5.095e-01, eta: 3 days, 3:11:29, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.2396, top5_acc: 0.4603, loss_cls: 3.8179, loss: 3.8179, grad_norm: 1.0114 2020-10-06 19:10:25,720 - mmaction - INFO - Epoch [66][60/1413] lr: 5.095e-01, eta: 3 days, 3:11:04, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2309, top5_acc: 0.4549, loss_cls: 3.8361, loss: 3.8361, grad_norm: 1.0283 2020-10-06 19:10:45,323 - mmaction - INFO - Epoch [66][80/1413] lr: 5.095e-01, eta: 3 days, 3:10:38, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2337, top5_acc: 0.4561, loss_cls: 3.8206, loss: 3.8206, grad_norm: 1.0183 2020-10-06 19:11:04,925 - mmaction - INFO - Epoch [66][100/1413] lr: 5.095e-01, eta: 3 days, 3:10:13, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2396, top5_acc: 0.4645, loss_cls: 3.8104, loss: 3.8104, grad_norm: 1.0236 2020-10-06 19:11:24,521 - mmaction - INFO - Epoch [66][120/1413] lr: 5.095e-01, eta: 3 days, 3:09:48, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2246, top5_acc: 0.4569, loss_cls: 3.8640, loss: 3.8640, grad_norm: 1.0290 2020-10-06 19:11:44,060 - mmaction - INFO - Epoch [66][140/1413] lr: 5.095e-01, eta: 3 days, 3:09:22, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2316, top5_acc: 0.4603, loss_cls: 3.8535, loss: 3.8535, grad_norm: 1.0155 2020-10-06 19:12:03,688 - mmaction - INFO - Epoch [66][160/1413] lr: 5.095e-01, eta: 3 days, 3:08:57, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2259, top5_acc: 0.4497, loss_cls: 3.8609, loss: 3.8609, grad_norm: 1.0289 2020-10-06 19:12:23,357 - mmaction - INFO - Epoch [66][180/1413] lr: 5.095e-01, eta: 3 days, 3:08:33, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2262, top5_acc: 0.4477, loss_cls: 3.8849, loss: 3.8849, grad_norm: 1.0325 2020-10-06 19:12:43,013 - mmaction - INFO - Epoch [66][200/1413] lr: 5.095e-01, eta: 3 days, 3:08:08, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2340, top5_acc: 0.4505, loss_cls: 3.8621, loss: 3.8621, grad_norm: 1.0129 2020-10-06 19:13:02,626 - mmaction - INFO - Epoch [66][220/1413] lr: 5.095e-01, eta: 3 days, 3:07:43, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2348, top5_acc: 0.4581, loss_cls: 3.8227, loss: 3.8227, grad_norm: 1.0229 2020-10-06 19:13:22,284 - mmaction - INFO - Epoch [66][240/1413] lr: 5.095e-01, eta: 3 days, 3:07:19, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2396, top5_acc: 0.4639, loss_cls: 3.8050, loss: 3.8050, grad_norm: 1.0153 2020-10-06 19:13:42,019 - mmaction - INFO - Epoch [66][260/1413] lr: 5.095e-01, eta: 3 days, 3:06:55, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2355, top5_acc: 0.4630, loss_cls: 3.8219, loss: 3.8219, grad_norm: 1.0257 2020-10-06 19:14:01,639 - mmaction - INFO - Epoch [66][280/1413] lr: 5.095e-01, eta: 3 days, 3:06:30, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2333, top5_acc: 0.4573, loss_cls: 3.8391, loss: 3.8391, grad_norm: 1.0393 2020-10-06 19:14:21,268 - mmaction - INFO - Epoch [66][300/1413] lr: 5.095e-01, eta: 3 days, 3:06:05, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2220, top5_acc: 0.4486, loss_cls: 3.8962, loss: 3.8962, grad_norm: 1.0482 2020-10-06 19:14:40,823 - mmaction - INFO - Epoch [66][320/1413] lr: 5.095e-01, eta: 3 days, 3:05:39, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2322, top5_acc: 0.4562, loss_cls: 3.8548, loss: 3.8548, grad_norm: 1.0140 2020-10-06 19:15:00,447 - mmaction - INFO - Epoch [66][340/1413] lr: 5.095e-01, eta: 3 days, 3:05:15, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2314, top5_acc: 0.4513, loss_cls: 3.8468, loss: 3.8468, grad_norm: 1.0213 2020-10-06 19:15:20,042 - mmaction - INFO - Epoch [66][360/1413] lr: 5.095e-01, eta: 3 days, 3:04:49, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2284, top5_acc: 0.4432, loss_cls: 3.8447, loss: 3.8447, grad_norm: 1.0280 2020-10-06 19:15:39,767 - mmaction - INFO - Epoch [66][380/1413] lr: 5.095e-01, eta: 3 days, 3:04:25, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2294, top5_acc: 0.4595, loss_cls: 3.8182, loss: 3.8182, grad_norm: 1.0267 2020-10-06 19:15:59,412 - mmaction - INFO - Epoch [66][400/1413] lr: 5.095e-01, eta: 3 days, 3:04:01, time: 0.984, data_time: 0.004, memory: 8482, top1_acc: 0.2395, top5_acc: 0.4642, loss_cls: 3.8182, loss: 3.8182, grad_norm: 1.0175 2020-10-06 19:16:19,018 - mmaction - INFO - Epoch [66][420/1413] lr: 5.095e-01, eta: 3 days, 3:03:36, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2253, top5_acc: 0.4549, loss_cls: 3.8599, loss: 3.8599, grad_norm: 1.0351 2020-10-06 19:16:38,499 - mmaction - INFO - Epoch [66][440/1413] lr: 5.095e-01, eta: 3 days, 3:03:10, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2329, top5_acc: 0.4540, loss_cls: 3.8611, loss: 3.8611, grad_norm: 1.0230 2020-10-06 19:16:58,120 - mmaction - INFO - Epoch [66][460/1413] lr: 5.095e-01, eta: 3 days, 3:02:45, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2355, top5_acc: 0.4559, loss_cls: 3.8154, loss: 3.8154, grad_norm: 1.0178 2020-10-06 19:17:17,651 - mmaction - INFO - Epoch [66][480/1413] lr: 5.095e-01, eta: 3 days, 3:02:19, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2267, top5_acc: 0.4464, loss_cls: 3.8965, loss: 3.8965, grad_norm: 1.0236 2020-10-06 19:17:37,321 - mmaction - INFO - Epoch [66][500/1413] lr: 5.095e-01, eta: 3 days, 3:01:55, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2297, top5_acc: 0.4522, loss_cls: 3.8613, loss: 3.8613, grad_norm: 0.9958 2020-10-06 19:17:56,998 - mmaction - INFO - Epoch [66][520/1413] lr: 5.095e-01, eta: 3 days, 3:01:31, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2306, top5_acc: 0.4577, loss_cls: 3.8316, loss: 3.8316, grad_norm: 1.0281 2020-10-06 19:18:16,631 - mmaction - INFO - Epoch [66][540/1413] lr: 5.095e-01, eta: 3 days, 3:01:06, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2229, top5_acc: 0.4488, loss_cls: 3.8777, loss: 3.8777, grad_norm: 1.0444 2020-10-06 19:18:36,241 - mmaction - INFO - Epoch [66][560/1413] lr: 5.095e-01, eta: 3 days, 3:00:41, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2345, top5_acc: 0.4613, loss_cls: 3.8441, loss: 3.8441, grad_norm: 1.0177 2020-10-06 19:18:55,942 - mmaction - INFO - Epoch [66][580/1413] lr: 5.095e-01, eta: 3 days, 3:00:17, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2302, top5_acc: 0.4629, loss_cls: 3.8258, loss: 3.8258, grad_norm: 1.0158 2020-10-06 19:19:15,546 - mmaction - INFO - Epoch [66][600/1413] lr: 5.095e-01, eta: 3 days, 2:59:52, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2389, top5_acc: 0.4566, loss_cls: 3.8310, loss: 3.8310, grad_norm: 1.0235 2020-10-06 19:19:35,234 - mmaction - INFO - Epoch [66][620/1413] lr: 5.095e-01, eta: 3 days, 2:59:28, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2375, top5_acc: 0.4586, loss_cls: 3.8244, loss: 3.8244, grad_norm: 1.0258 2020-10-06 19:19:54,839 - mmaction - INFO - Epoch [66][640/1413] lr: 5.095e-01, eta: 3 days, 2:59:03, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2332, top5_acc: 0.4559, loss_cls: 3.8119, loss: 3.8119, grad_norm: 1.0328 2020-10-06 19:20:14,475 - mmaction - INFO - Epoch [66][660/1413] lr: 5.095e-01, eta: 3 days, 2:58:38, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2362, top5_acc: 0.4603, loss_cls: 3.8395, loss: 3.8395, grad_norm: 1.0241 2020-10-06 19:20:34,092 - mmaction - INFO - Epoch [66][680/1413] lr: 5.095e-01, eta: 3 days, 2:58:14, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2314, top5_acc: 0.4587, loss_cls: 3.8409, loss: 3.8409, grad_norm: 1.0106 2020-10-06 19:20:53,747 - mmaction - INFO - Epoch [66][700/1413] lr: 5.095e-01, eta: 3 days, 2:57:50, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2223, top5_acc: 0.4445, loss_cls: 3.8849, loss: 3.8849, grad_norm: 1.0170 2020-10-06 19:21:13,344 - mmaction - INFO - Epoch [66][720/1413] lr: 5.095e-01, eta: 3 days, 2:57:25, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2284, top5_acc: 0.4617, loss_cls: 3.8424, loss: 3.8424, grad_norm: 1.0262 2020-10-06 19:21:33,034 - mmaction - INFO - Epoch [66][740/1413] lr: 5.095e-01, eta: 3 days, 2:57:00, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2375, top5_acc: 0.4639, loss_cls: 3.8112, loss: 3.8112, grad_norm: 1.0284 2020-10-06 19:21:52,582 - mmaction - INFO - Epoch [66][760/1413] lr: 5.095e-01, eta: 3 days, 2:56:35, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2288, top5_acc: 0.4491, loss_cls: 3.8879, loss: 3.8879, grad_norm: 1.0182 2020-10-06 19:22:12,135 - mmaction - INFO - Epoch [66][780/1413] lr: 5.095e-01, eta: 3 days, 2:56:10, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2409, top5_acc: 0.4617, loss_cls: 3.8122, loss: 3.8122, grad_norm: 1.0253 2020-10-06 19:22:31,620 - mmaction - INFO - Epoch [66][800/1413] lr: 5.095e-01, eta: 3 days, 2:55:43, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.2315, top5_acc: 0.4620, loss_cls: 3.8190, loss: 3.8190, grad_norm: 1.0197 2020-10-06 19:22:51,134 - mmaction - INFO - Epoch [66][820/1413] lr: 5.095e-01, eta: 3 days, 2:55:17, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2276, top5_acc: 0.4586, loss_cls: 3.8425, loss: 3.8425, grad_norm: 1.0223 2020-10-06 19:23:10,647 - mmaction - INFO - Epoch [66][840/1413] lr: 5.095e-01, eta: 3 days, 2:54:52, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2335, top5_acc: 0.4565, loss_cls: 3.8479, loss: 3.8479, grad_norm: 1.0314 2020-10-06 19:23:30,132 - mmaction - INFO - Epoch [66][860/1413] lr: 5.095e-01, eta: 3 days, 2:54:25, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2385, top5_acc: 0.4633, loss_cls: 3.8148, loss: 3.8148, grad_norm: 1.0402 2020-10-06 19:23:49,726 - mmaction - INFO - Epoch [66][880/1413] lr: 5.095e-01, eta: 3 days, 2:54:01, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2271, top5_acc: 0.4566, loss_cls: 3.8465, loss: 3.8465, grad_norm: 1.0255 2020-10-06 19:24:09,300 - mmaction - INFO - Epoch [66][900/1413] lr: 5.095e-01, eta: 3 days, 2:53:35, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2240, top5_acc: 0.4493, loss_cls: 3.8763, loss: 3.8763, grad_norm: 1.0455 2020-10-06 19:24:28,929 - mmaction - INFO - Epoch [66][920/1413] lr: 5.095e-01, eta: 3 days, 2:53:11, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2355, top5_acc: 0.4490, loss_cls: 3.8537, loss: 3.8537, grad_norm: 1.0340 2020-10-06 19:24:48,678 - mmaction - INFO - Epoch [66][940/1413] lr: 5.095e-01, eta: 3 days, 2:52:48, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.2229, top5_acc: 0.4618, loss_cls: 3.8588, loss: 3.8588, grad_norm: 1.0193 2020-10-06 19:25:08,244 - mmaction - INFO - Epoch [66][960/1413] lr: 5.095e-01, eta: 3 days, 2:52:23, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2303, top5_acc: 0.4510, loss_cls: 3.8471, loss: 3.8471, grad_norm: 1.0473 2020-10-06 19:25:27,957 - mmaction - INFO - Epoch [66][980/1413] lr: 5.095e-01, eta: 3 days, 2:51:59, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2281, top5_acc: 0.4573, loss_cls: 3.8762, loss: 3.8762, grad_norm: 1.0132 2020-10-06 19:25:47,585 - mmaction - INFO - Epoch [66][1000/1413] lr: 5.095e-01, eta: 3 days, 2:51:34, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2302, top5_acc: 0.4530, loss_cls: 3.8674, loss: 3.8674, grad_norm: 1.0111 2020-10-06 19:26:07,146 - mmaction - INFO - Epoch [66][1020/1413] lr: 5.095e-01, eta: 3 days, 2:51:09, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2349, top5_acc: 0.4615, loss_cls: 3.8258, loss: 3.8258, grad_norm: 1.0225 2020-10-06 19:26:26,688 - mmaction - INFO - Epoch [66][1040/1413] lr: 5.095e-01, eta: 3 days, 2:50:43, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2310, top5_acc: 0.4570, loss_cls: 3.8542, loss: 3.8542, grad_norm: 1.0184 2020-10-06 19:26:46,303 - mmaction - INFO - Epoch [66][1060/1413] lr: 5.095e-01, eta: 3 days, 2:50:19, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2279, top5_acc: 0.4552, loss_cls: 3.8679, loss: 3.8679, grad_norm: 1.0439 2020-10-06 19:27:05,845 - mmaction - INFO - Epoch [66][1080/1413] lr: 5.095e-01, eta: 3 days, 2:49:54, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2251, top5_acc: 0.4583, loss_cls: 3.8683, loss: 3.8683, grad_norm: 1.0229 2020-10-06 19:27:25,491 - mmaction - INFO - Epoch [66][1100/1413] lr: 5.095e-01, eta: 3 days, 2:49:29, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2299, top5_acc: 0.4633, loss_cls: 3.8277, loss: 3.8277, grad_norm: 1.0176 2020-10-06 19:27:45,027 - mmaction - INFO - Epoch [66][1120/1413] lr: 5.095e-01, eta: 3 days, 2:49:04, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2272, top5_acc: 0.4531, loss_cls: 3.8572, loss: 3.8572, grad_norm: 1.0258 2020-10-06 19:28:04,569 - mmaction - INFO - Epoch [66][1140/1413] lr: 5.095e-01, eta: 3 days, 2:48:38, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2393, top5_acc: 0.4600, loss_cls: 3.8212, loss: 3.8212, grad_norm: 1.0171 2020-10-06 19:28:24,111 - mmaction - INFO - Epoch [66][1160/1413] lr: 5.095e-01, eta: 3 days, 2:48:13, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2229, top5_acc: 0.4527, loss_cls: 3.8794, loss: 3.8794, grad_norm: 1.0112 2020-10-06 19:28:43,734 - mmaction - INFO - Epoch [66][1180/1413] lr: 5.095e-01, eta: 3 days, 2:47:48, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2233, top5_acc: 0.4465, loss_cls: 3.8943, loss: 3.8943, grad_norm: 1.0228 2020-10-06 19:29:03,409 - mmaction - INFO - Epoch [66][1200/1413] lr: 5.095e-01, eta: 3 days, 2:47:24, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2341, top5_acc: 0.4600, loss_cls: 3.8474, loss: 3.8474, grad_norm: 1.0322 2020-10-06 19:29:22,928 - mmaction - INFO - Epoch [66][1220/1413] lr: 5.095e-01, eta: 3 days, 2:46:59, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2329, top5_acc: 0.4592, loss_cls: 3.8492, loss: 3.8492, grad_norm: 1.0215 2020-10-06 19:29:42,522 - mmaction - INFO - Epoch [66][1240/1413] lr: 5.095e-01, eta: 3 days, 2:46:34, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2259, top5_acc: 0.4578, loss_cls: 3.8620, loss: 3.8620, grad_norm: 1.0088 2020-10-06 19:30:02,196 - mmaction - INFO - Epoch [66][1260/1413] lr: 5.095e-01, eta: 3 days, 2:46:10, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2245, top5_acc: 0.4496, loss_cls: 3.8916, loss: 3.8916, grad_norm: 1.0160 2020-10-06 19:30:20,839 - mmaction - INFO - Epoch [66][1280/1413] lr: 5.095e-01, eta: 3 days, 2:45:35, time: 0.932, data_time: 0.002, memory: 8482, top1_acc: 0.2388, top5_acc: 0.4715, loss_cls: 3.7990, loss: 3.7990, grad_norm: 1.0002 2020-10-06 19:30:40,343 - mmaction - INFO - Epoch [66][1300/1413] lr: 5.095e-01, eta: 3 days, 2:45:09, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2315, top5_acc: 0.4582, loss_cls: 3.8452, loss: 3.8452, grad_norm: 1.0359 2020-10-06 19:30:59,921 - mmaction - INFO - Epoch [66][1320/1413] lr: 5.095e-01, eta: 3 days, 2:44:44, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2316, top5_acc: 0.4583, loss_cls: 3.8463, loss: 3.8463, grad_norm: 1.0172 2020-10-06 19:31:19,535 - mmaction - INFO - Epoch [66][1340/1413] lr: 5.095e-01, eta: 3 days, 2:44:20, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2279, top5_acc: 0.4490, loss_cls: 3.8658, loss: 3.8658, grad_norm: 1.0171 2020-10-06 19:31:39,101 - mmaction - INFO - Epoch [66][1360/1413] lr: 5.095e-01, eta: 3 days, 2:43:55, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2335, top5_acc: 0.4599, loss_cls: 3.8490, loss: 3.8490, grad_norm: 1.0162 2020-10-06 19:31:58,635 - mmaction - INFO - Epoch [66][1380/1413] lr: 5.095e-01, eta: 3 days, 2:43:30, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2311, top5_acc: 0.4510, loss_cls: 3.8632, loss: 3.8632, grad_norm: 1.0283 2020-10-06 19:32:18,222 - mmaction - INFO - Epoch [66][1400/1413] lr: 5.095e-01, eta: 3 days, 2:43:05, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2324, top5_acc: 0.4549, loss_cls: 3.8655, loss: 3.8655, grad_norm: 1.0351 2020-10-06 19:33:22,654 - mmaction - INFO - Epoch [67][20/1413] lr: 5.069e-01, eta: 3 days, 2:45:43, time: 2.562, data_time: 1.521, memory: 8482, top1_acc: 0.2329, top5_acc: 0.4639, loss_cls: 3.8333, loss: 3.8333, grad_norm: 1.0397 2020-10-06 19:33:42,050 - mmaction - INFO - Epoch [67][40/1413] lr: 5.069e-01, eta: 3 days, 2:45:17, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.2270, top5_acc: 0.4622, loss_cls: 3.8184, loss: 3.8184, grad_norm: 1.0281 2020-10-06 19:34:01,611 - mmaction - INFO - Epoch [67][60/1413] lr: 5.069e-01, eta: 3 days, 2:44:51, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2337, top5_acc: 0.4595, loss_cls: 3.8164, loss: 3.8164, grad_norm: 1.0286 2020-10-06 19:34:21,208 - mmaction - INFO - Epoch [67][80/1413] lr: 5.069e-01, eta: 3 days, 2:44:26, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2359, top5_acc: 0.4581, loss_cls: 3.8230, loss: 3.8230, grad_norm: 1.0155 2020-10-06 19:34:40,888 - mmaction - INFO - Epoch [67][100/1413] lr: 5.069e-01, eta: 3 days, 2:44:03, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2397, top5_acc: 0.4650, loss_cls: 3.8014, loss: 3.8014, grad_norm: 1.0422 2020-10-06 19:35:00,461 - mmaction - INFO - Epoch [67][120/1413] lr: 5.069e-01, eta: 3 days, 2:43:37, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2319, top5_acc: 0.4590, loss_cls: 3.8343, loss: 3.8343, grad_norm: 1.0438 2020-10-06 19:35:20,128 - mmaction - INFO - Epoch [67][140/1413] lr: 5.069e-01, eta: 3 days, 2:43:13, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2362, top5_acc: 0.4608, loss_cls: 3.8274, loss: 3.8274, grad_norm: 1.0443 2020-10-06 19:35:39,746 - mmaction - INFO - Epoch [67][160/1413] lr: 5.069e-01, eta: 3 days, 2:42:49, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2318, top5_acc: 0.4586, loss_cls: 3.8292, loss: 3.8292, grad_norm: 1.0251 2020-10-06 19:35:59,397 - mmaction - INFO - Epoch [67][180/1413] lr: 5.069e-01, eta: 3 days, 2:42:24, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2328, top5_acc: 0.4578, loss_cls: 3.8496, loss: 3.8496, grad_norm: 1.0324 2020-10-06 19:36:18,897 - mmaction - INFO - Epoch [67][200/1413] lr: 5.069e-01, eta: 3 days, 2:41:59, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2271, top5_acc: 0.4522, loss_cls: 3.8725, loss: 3.8725, grad_norm: 1.0236 2020-10-06 19:36:38,561 - mmaction - INFO - Epoch [67][220/1413] lr: 5.069e-01, eta: 3 days, 2:41:35, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2355, top5_acc: 0.4544, loss_cls: 3.8308, loss: 3.8308, grad_norm: 1.0351 2020-10-06 19:36:58,200 - mmaction - INFO - Epoch [67][240/1413] lr: 5.069e-01, eta: 3 days, 2:41:10, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2309, top5_acc: 0.4458, loss_cls: 3.8826, loss: 3.8826, grad_norm: 1.0095 2020-10-06 19:37:17,640 - mmaction - INFO - Epoch [67][260/1413] lr: 5.069e-01, eta: 3 days, 2:40:44, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2284, top5_acc: 0.4499, loss_cls: 3.8599, loss: 3.8599, grad_norm: 1.0149 2020-10-06 19:37:37,269 - mmaction - INFO - Epoch [67][280/1413] lr: 5.069e-01, eta: 3 days, 2:40:19, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2296, top5_acc: 0.4560, loss_cls: 3.8344, loss: 3.8344, grad_norm: 1.0381 2020-10-06 19:37:56,947 - mmaction - INFO - Epoch [67][300/1413] lr: 5.069e-01, eta: 3 days, 2:39:55, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2359, top5_acc: 0.4579, loss_cls: 3.8367, loss: 3.8367, grad_norm: 1.0194 2020-10-06 19:38:16,410 - mmaction - INFO - Epoch [67][320/1413] lr: 5.069e-01, eta: 3 days, 2:39:29, time: 0.974, data_time: 0.003, memory: 8482, top1_acc: 0.2318, top5_acc: 0.4526, loss_cls: 3.8609, loss: 3.8609, grad_norm: 1.0371 2020-10-06 19:38:35,960 - mmaction - INFO - Epoch [67][340/1413] lr: 5.069e-01, eta: 3 days, 2:39:04, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2375, top5_acc: 0.4616, loss_cls: 3.7902, loss: 3.7902, grad_norm: 1.0385 2020-10-06 19:38:55,605 - mmaction - INFO - Epoch [67][360/1413] lr: 5.069e-01, eta: 3 days, 2:38:40, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2367, top5_acc: 0.4613, loss_cls: 3.8300, loss: 3.8300, grad_norm: 1.0296 2020-10-06 19:39:15,197 - mmaction - INFO - Epoch [67][380/1413] lr: 5.069e-01, eta: 3 days, 2:38:15, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2327, top5_acc: 0.4655, loss_cls: 3.8121, loss: 3.8121, grad_norm: 1.0239 2020-10-06 19:39:34,835 - mmaction - INFO - Epoch [67][400/1413] lr: 5.069e-01, eta: 3 days, 2:37:51, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2284, top5_acc: 0.4464, loss_cls: 3.8891, loss: 3.8891, grad_norm: 1.0347 2020-10-06 19:39:54,499 - mmaction - INFO - Epoch [67][420/1413] lr: 5.069e-01, eta: 3 days, 2:37:27, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2331, top5_acc: 0.4585, loss_cls: 3.8375, loss: 3.8375, grad_norm: 1.0153 2020-10-06 19:40:14,151 - mmaction - INFO - Epoch [67][440/1413] lr: 5.069e-01, eta: 3 days, 2:37:03, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2289, top5_acc: 0.4564, loss_cls: 3.8448, loss: 3.8448, grad_norm: 1.0179 2020-10-06 19:40:33,823 - mmaction - INFO - Epoch [67][460/1413] lr: 5.069e-01, eta: 3 days, 2:36:39, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2374, top5_acc: 0.4624, loss_cls: 3.8272, loss: 3.8272, grad_norm: 1.0175 2020-10-06 19:40:53,251 - mmaction - INFO - Epoch [67][480/1413] lr: 5.069e-01, eta: 3 days, 2:36:12, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.2318, top5_acc: 0.4600, loss_cls: 3.8487, loss: 3.8487, grad_norm: 1.0310 2020-10-06 19:41:12,837 - mmaction - INFO - Epoch [67][500/1413] lr: 5.069e-01, eta: 3 days, 2:35:48, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2329, top5_acc: 0.4620, loss_cls: 3.8228, loss: 3.8228, grad_norm: 1.0233 2020-10-06 19:41:32,386 - mmaction - INFO - Epoch [67][520/1413] lr: 5.069e-01, eta: 3 days, 2:35:23, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2301, top5_acc: 0.4536, loss_cls: 3.8782, loss: 3.8782, grad_norm: 1.0491 2020-10-06 19:41:51,954 - mmaction - INFO - Epoch [67][540/1413] lr: 5.069e-01, eta: 3 days, 2:34:58, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2432, top5_acc: 0.4634, loss_cls: 3.7827, loss: 3.7827, grad_norm: 1.0367 2020-10-06 19:42:11,572 - mmaction - INFO - Epoch [67][560/1413] lr: 5.069e-01, eta: 3 days, 2:34:33, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2299, top5_acc: 0.4612, loss_cls: 3.8112, loss: 3.8112, grad_norm: 1.0405 2020-10-06 19:42:31,139 - mmaction - INFO - Epoch [67][580/1413] lr: 5.069e-01, eta: 3 days, 2:34:08, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2215, top5_acc: 0.4503, loss_cls: 3.8828, loss: 3.8828, grad_norm: 1.0233 2020-10-06 19:42:50,665 - mmaction - INFO - Epoch [67][600/1413] lr: 5.069e-01, eta: 3 days, 2:33:43, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2319, top5_acc: 0.4572, loss_cls: 3.8072, loss: 3.8072, grad_norm: 1.0109 2020-10-06 19:43:10,136 - mmaction - INFO - Epoch [67][620/1413] lr: 5.069e-01, eta: 3 days, 2:33:17, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2297, top5_acc: 0.4587, loss_cls: 3.8437, loss: 3.8437, grad_norm: 1.0306 2020-10-06 19:43:29,636 - mmaction - INFO - Epoch [67][640/1413] lr: 5.069e-01, eta: 3 days, 2:32:52, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2409, top5_acc: 0.4570, loss_cls: 3.8449, loss: 3.8449, grad_norm: 1.0430 2020-10-06 19:43:49,188 - mmaction - INFO - Epoch [67][660/1413] lr: 5.069e-01, eta: 3 days, 2:32:26, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2319, top5_acc: 0.4566, loss_cls: 3.8734, loss: 3.8734, grad_norm: 1.0234 2020-10-06 19:44:08,787 - mmaction - INFO - Epoch [67][680/1413] lr: 5.069e-01, eta: 3 days, 2:32:02, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2249, top5_acc: 0.4539, loss_cls: 3.8697, loss: 3.8697, grad_norm: 1.0277 2020-10-06 19:44:28,409 - mmaction - INFO - Epoch [67][700/1413] lr: 5.069e-01, eta: 3 days, 2:31:38, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2333, top5_acc: 0.4589, loss_cls: 3.8313, loss: 3.8313, grad_norm: 1.0356 2020-10-06 19:44:47,990 - mmaction - INFO - Epoch [67][720/1413] lr: 5.069e-01, eta: 3 days, 2:31:13, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2305, top5_acc: 0.4570, loss_cls: 3.8538, loss: 3.8538, grad_norm: 1.0243 2020-10-06 19:45:07,747 - mmaction - INFO - Epoch [67][740/1413] lr: 5.069e-01, eta: 3 days, 2:30:50, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2245, top5_acc: 0.4590, loss_cls: 3.8460, loss: 3.8460, grad_norm: 1.0184 2020-10-06 19:45:27,360 - mmaction - INFO - Epoch [67][760/1413] lr: 5.069e-01, eta: 3 days, 2:30:25, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2331, top5_acc: 0.4551, loss_cls: 3.8479, loss: 3.8479, grad_norm: 1.0245 2020-10-06 19:45:46,888 - mmaction - INFO - Epoch [67][780/1413] lr: 5.069e-01, eta: 3 days, 2:30:00, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2306, top5_acc: 0.4612, loss_cls: 3.8289, loss: 3.8289, grad_norm: 1.0271 2020-10-06 19:46:06,388 - mmaction - INFO - Epoch [67][800/1413] lr: 5.069e-01, eta: 3 days, 2:29:35, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2329, top5_acc: 0.4510, loss_cls: 3.8823, loss: 3.8823, grad_norm: 1.0260 2020-10-06 19:46:25,958 - mmaction - INFO - Epoch [67][820/1413] lr: 5.069e-01, eta: 3 days, 2:29:10, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2332, top5_acc: 0.4613, loss_cls: 3.8369, loss: 3.8369, grad_norm: 1.0287 2020-10-06 19:46:45,496 - mmaction - INFO - Epoch [67][840/1413] lr: 5.069e-01, eta: 3 days, 2:28:45, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2198, top5_acc: 0.4508, loss_cls: 3.8856, loss: 3.8856, grad_norm: 1.0352 2020-10-06 19:47:05,045 - mmaction - INFO - Epoch [67][860/1413] lr: 5.069e-01, eta: 3 days, 2:28:20, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2316, top5_acc: 0.4533, loss_cls: 3.8642, loss: 3.8642, grad_norm: 1.0135 2020-10-06 19:47:24,659 - mmaction - INFO - Epoch [67][880/1413] lr: 5.069e-01, eta: 3 days, 2:27:55, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2309, top5_acc: 0.4517, loss_cls: 3.8854, loss: 3.8854, grad_norm: 1.0248 2020-10-06 19:47:44,296 - mmaction - INFO - Epoch [67][900/1413] lr: 5.069e-01, eta: 3 days, 2:27:31, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2302, top5_acc: 0.4565, loss_cls: 3.8424, loss: 3.8424, grad_norm: 1.0320 2020-10-06 19:48:04,020 - mmaction - INFO - Epoch [67][920/1413] lr: 5.069e-01, eta: 3 days, 2:27:08, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2323, top5_acc: 0.4547, loss_cls: 3.8665, loss: 3.8665, grad_norm: 1.0368 2020-10-06 19:48:23,537 - mmaction - INFO - Epoch [67][940/1413] lr: 5.069e-01, eta: 3 days, 2:26:43, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2322, top5_acc: 0.4556, loss_cls: 3.8781, loss: 3.8781, grad_norm: 1.0151 2020-10-06 19:48:43,131 - mmaction - INFO - Epoch [67][960/1413] lr: 5.069e-01, eta: 3 days, 2:26:19, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2297, top5_acc: 0.4552, loss_cls: 3.8624, loss: 3.8624, grad_norm: 1.0121 2020-10-06 19:49:02,785 - mmaction - INFO - Epoch [67][980/1413] lr: 5.069e-01, eta: 3 days, 2:25:54, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2340, top5_acc: 0.4621, loss_cls: 3.8266, loss: 3.8266, grad_norm: 1.0036 2020-10-06 19:49:22,404 - mmaction - INFO - Epoch [67][1000/1413] lr: 5.069e-01, eta: 3 days, 2:25:30, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2409, top5_acc: 0.4570, loss_cls: 3.8057, loss: 3.8057, grad_norm: 1.0177 2020-10-06 19:49:42,002 - mmaction - INFO - Epoch [67][1020/1413] lr: 5.069e-01, eta: 3 days, 2:25:06, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2173, top5_acc: 0.4538, loss_cls: 3.8648, loss: 3.8648, grad_norm: 1.0522 2020-10-06 19:50:01,608 - mmaction - INFO - Epoch [67][1040/1413] lr: 5.069e-01, eta: 3 days, 2:24:41, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2335, top5_acc: 0.4565, loss_cls: 3.8389, loss: 3.8389, grad_norm: 1.0207 2020-10-06 19:50:21,206 - mmaction - INFO - Epoch [67][1060/1413] lr: 5.069e-01, eta: 3 days, 2:24:17, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2327, top5_acc: 0.4607, loss_cls: 3.8543, loss: 3.8543, grad_norm: 1.0379 2020-10-06 19:50:40,857 - mmaction - INFO - Epoch [67][1080/1413] lr: 5.069e-01, eta: 3 days, 2:23:53, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2288, top5_acc: 0.4579, loss_cls: 3.8382, loss: 3.8382, grad_norm: 1.0418 2020-10-06 19:51:00,441 - mmaction - INFO - Epoch [67][1100/1413] lr: 5.069e-01, eta: 3 days, 2:23:29, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2156, top5_acc: 0.4368, loss_cls: 3.9400, loss: 3.9400, grad_norm: 1.0273 2020-10-06 19:51:20,121 - mmaction - INFO - Epoch [67][1120/1413] lr: 5.069e-01, eta: 3 days, 2:23:05, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2288, top5_acc: 0.4492, loss_cls: 3.8707, loss: 3.8707, grad_norm: 1.0335 2020-10-06 19:51:39,701 - mmaction - INFO - Epoch [67][1140/1413] lr: 5.069e-01, eta: 3 days, 2:22:40, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2324, top5_acc: 0.4579, loss_cls: 3.8330, loss: 3.8330, grad_norm: 1.0209 2020-10-06 19:51:59,248 - mmaction - INFO - Epoch [67][1160/1413] lr: 5.069e-01, eta: 3 days, 2:22:15, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2264, top5_acc: 0.4466, loss_cls: 3.8639, loss: 3.8639, grad_norm: 1.0249 2020-10-06 19:52:18,788 - mmaction - INFO - Epoch [67][1180/1413] lr: 5.069e-01, eta: 3 days, 2:21:51, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2260, top5_acc: 0.4464, loss_cls: 3.9003, loss: 3.9003, grad_norm: 1.0398 2020-10-06 19:52:38,405 - mmaction - INFO - Epoch [67][1200/1413] lr: 5.069e-01, eta: 3 days, 2:21:26, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2286, top5_acc: 0.4525, loss_cls: 3.8690, loss: 3.8690, grad_norm: 1.0053 2020-10-06 19:52:57,994 - mmaction - INFO - Epoch [67][1220/1413] lr: 5.069e-01, eta: 3 days, 2:21:02, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2314, top5_acc: 0.4633, loss_cls: 3.8044, loss: 3.8044, grad_norm: 1.0388 2020-10-06 19:53:17,596 - mmaction - INFO - Epoch [67][1240/1413] lr: 5.069e-01, eta: 3 days, 2:20:37, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2307, top5_acc: 0.4590, loss_cls: 3.8326, loss: 3.8326, grad_norm: 1.0379 2020-10-06 19:53:37,197 - mmaction - INFO - Epoch [67][1260/1413] lr: 5.069e-01, eta: 3 days, 2:20:13, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2293, top5_acc: 0.4496, loss_cls: 3.8731, loss: 3.8731, grad_norm: 1.0380 2020-10-06 19:53:56,910 - mmaction - INFO - Epoch [67][1280/1413] lr: 5.069e-01, eta: 3 days, 2:19:50, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2272, top5_acc: 0.4633, loss_cls: 3.8361, loss: 3.8361, grad_norm: 1.0182 2020-10-06 19:54:16,610 - mmaction - INFO - Epoch [67][1300/1413] lr: 5.069e-01, eta: 3 days, 2:19:27, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2283, top5_acc: 0.4516, loss_cls: 3.8582, loss: 3.8582, grad_norm: 1.0303 2020-10-06 19:54:36,292 - mmaction - INFO - Epoch [67][1320/1413] lr: 5.069e-01, eta: 3 days, 2:19:03, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2449, top5_acc: 0.4691, loss_cls: 3.7881, loss: 3.7881, grad_norm: 1.0262 2020-10-06 19:54:55,909 - mmaction - INFO - Epoch [67][1340/1413] lr: 5.069e-01, eta: 3 days, 2:18:39, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2363, top5_acc: 0.4585, loss_cls: 3.8503, loss: 3.8503, grad_norm: 1.0390 2020-10-06 19:55:15,585 - mmaction - INFO - Epoch [67][1360/1413] lr: 5.069e-01, eta: 3 days, 2:18:15, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2237, top5_acc: 0.4549, loss_cls: 3.8686, loss: 3.8686, grad_norm: 1.0256 2020-10-06 19:55:35,194 - mmaction - INFO - Epoch [67][1380/1413] lr: 5.069e-01, eta: 3 days, 2:17:51, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2311, top5_acc: 0.4594, loss_cls: 3.8698, loss: 3.8698, grad_norm: 1.0074 2020-10-06 19:55:54,811 - mmaction - INFO - Epoch [67][1400/1413] lr: 5.069e-01, eta: 3 days, 2:17:27, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2339, top5_acc: 0.4542, loss_cls: 3.8408, loss: 3.8408, grad_norm: 1.0417 2020-10-06 19:56:57,982 - mmaction - INFO - Epoch [68][20/1413] lr: 5.042e-01, eta: 3 days, 2:19:42, time: 2.497, data_time: 1.391, memory: 8482, top1_acc: 0.2207, top5_acc: 0.4460, loss_cls: 3.8875, loss: 3.8875, grad_norm: 1.0119 2020-10-06 19:57:17,335 - mmaction - INFO - Epoch [68][40/1413] lr: 5.042e-01, eta: 3 days, 2:19:15, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.2402, top5_acc: 0.4690, loss_cls: 3.7888, loss: 3.7888, grad_norm: 1.0323 2020-10-06 19:57:36,786 - mmaction - INFO - Epoch [68][60/1413] lr: 5.042e-01, eta: 3 days, 2:18:49, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.2392, top5_acc: 0.4566, loss_cls: 3.8341, loss: 3.8341, grad_norm: 1.0380 2020-10-06 19:57:56,368 - mmaction - INFO - Epoch [68][80/1413] lr: 5.042e-01, eta: 3 days, 2:18:24, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2384, top5_acc: 0.4625, loss_cls: 3.8066, loss: 3.8066, grad_norm: 1.0348 2020-10-06 19:58:15,886 - mmaction - INFO - Epoch [68][100/1413] lr: 5.042e-01, eta: 3 days, 2:17:59, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2324, top5_acc: 0.4507, loss_cls: 3.8461, loss: 3.8461, grad_norm: 1.0571 2020-10-06 19:58:35,488 - mmaction - INFO - Epoch [68][120/1413] lr: 5.042e-01, eta: 3 days, 2:17:35, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2339, top5_acc: 0.4607, loss_cls: 3.8271, loss: 3.8271, grad_norm: 1.0384 2020-10-06 19:58:55,119 - mmaction - INFO - Epoch [68][140/1413] lr: 5.042e-01, eta: 3 days, 2:17:11, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2375, top5_acc: 0.4590, loss_cls: 3.8001, loss: 3.8001, grad_norm: 1.0283 2020-10-06 19:59:14,609 - mmaction - INFO - Epoch [68][160/1413] lr: 5.042e-01, eta: 3 days, 2:16:45, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2263, top5_acc: 0.4448, loss_cls: 3.8684, loss: 3.8684, grad_norm: 1.0312 2020-10-06 19:59:34,144 - mmaction - INFO - Epoch [68][180/1413] lr: 5.042e-01, eta: 3 days, 2:16:20, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2344, top5_acc: 0.4647, loss_cls: 3.8053, loss: 3.8053, grad_norm: 1.0109 2020-10-06 19:59:53,857 - mmaction - INFO - Epoch [68][200/1413] lr: 5.042e-01, eta: 3 days, 2:15:57, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2383, top5_acc: 0.4609, loss_cls: 3.8228, loss: 3.8228, grad_norm: 1.0392 2020-10-06 20:00:13,643 - mmaction - INFO - Epoch [68][220/1413] lr: 5.042e-01, eta: 3 days, 2:15:35, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2333, top5_acc: 0.4573, loss_cls: 3.8447, loss: 3.8447, grad_norm: 1.0254 2020-10-06 20:00:33,370 - mmaction - INFO - Epoch [68][240/1413] lr: 5.042e-01, eta: 3 days, 2:15:11, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2396, top5_acc: 0.4621, loss_cls: 3.8419, loss: 3.8419, grad_norm: 1.0217 2020-10-06 20:00:52,945 - mmaction - INFO - Epoch [68][260/1413] lr: 5.042e-01, eta: 3 days, 2:14:47, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2372, top5_acc: 0.4699, loss_cls: 3.7829, loss: 3.7829, grad_norm: 1.0461 2020-10-06 20:01:12,588 - mmaction - INFO - Epoch [68][280/1413] lr: 5.042e-01, eta: 3 days, 2:14:23, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2310, top5_acc: 0.4555, loss_cls: 3.8723, loss: 3.8723, grad_norm: 1.0249 2020-10-06 20:01:32,215 - mmaction - INFO - Epoch [68][300/1413] lr: 5.042e-01, eta: 3 days, 2:13:59, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2361, top5_acc: 0.4689, loss_cls: 3.8239, loss: 3.8239, grad_norm: 1.0310 2020-10-06 20:01:51,665 - mmaction - INFO - Epoch [68][320/1413] lr: 5.042e-01, eta: 3 days, 2:13:33, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.2249, top5_acc: 0.4514, loss_cls: 3.8546, loss: 3.8546, grad_norm: 1.0257 2020-10-06 20:02:11,276 - mmaction - INFO - Epoch [68][340/1413] lr: 5.042e-01, eta: 3 days, 2:13:09, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2357, top5_acc: 0.4658, loss_cls: 3.8239, loss: 3.8239, grad_norm: 1.0291 2020-10-06 20:02:30,993 - mmaction - INFO - Epoch [68][360/1413] lr: 5.042e-01, eta: 3 days, 2:12:46, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.2311, top5_acc: 0.4500, loss_cls: 3.8616, loss: 3.8616, grad_norm: 1.0283 2020-10-06 20:02:50,645 - mmaction - INFO - Epoch [68][380/1413] lr: 5.042e-01, eta: 3 days, 2:12:22, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2279, top5_acc: 0.4539, loss_cls: 3.8370, loss: 3.8370, grad_norm: 1.0244 2020-10-06 20:03:10,253 - mmaction - INFO - Epoch [68][400/1413] lr: 5.042e-01, eta: 3 days, 2:11:58, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2427, top5_acc: 0.4651, loss_cls: 3.8053, loss: 3.8053, grad_norm: 1.0282 2020-10-06 20:03:29,830 - mmaction - INFO - Epoch [68][420/1413] lr: 5.042e-01, eta: 3 days, 2:11:33, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2348, top5_acc: 0.4570, loss_cls: 3.8336, loss: 3.8336, grad_norm: 1.0154 2020-10-06 20:03:49,430 - mmaction - INFO - Epoch [68][440/1413] lr: 5.042e-01, eta: 3 days, 2:11:09, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2305, top5_acc: 0.4654, loss_cls: 3.8073, loss: 3.8073, grad_norm: 1.0274 2020-10-06 20:04:09,081 - mmaction - INFO - Epoch [68][460/1413] lr: 5.042e-01, eta: 3 days, 2:10:45, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2359, top5_acc: 0.4576, loss_cls: 3.8369, loss: 3.8369, grad_norm: 1.0304 2020-10-06 20:04:28,704 - mmaction - INFO - Epoch [68][480/1413] lr: 5.042e-01, eta: 3 days, 2:10:21, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2384, top5_acc: 0.4621, loss_cls: 3.8168, loss: 3.8168, grad_norm: 1.0259 2020-10-06 20:04:48,108 - mmaction - INFO - Epoch [68][500/1413] lr: 5.042e-01, eta: 3 days, 2:09:55, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.2340, top5_acc: 0.4547, loss_cls: 3.8122, loss: 3.8122, grad_norm: 1.0254 2020-10-06 20:05:07,660 - mmaction - INFO - Epoch [68][520/1413] lr: 5.042e-01, eta: 3 days, 2:09:30, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2307, top5_acc: 0.4596, loss_cls: 3.8244, loss: 3.8244, grad_norm: 1.0324 2020-10-06 20:05:27,255 - mmaction - INFO - Epoch [68][540/1413] lr: 5.042e-01, eta: 3 days, 2:09:06, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2383, top5_acc: 0.4632, loss_cls: 3.8131, loss: 3.8131, grad_norm: 1.0265 2020-10-06 20:05:46,869 - mmaction - INFO - Epoch [68][560/1413] lr: 5.042e-01, eta: 3 days, 2:08:42, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2354, top5_acc: 0.4556, loss_cls: 3.8348, loss: 3.8348, grad_norm: 1.0407 2020-10-06 20:06:06,521 - mmaction - INFO - Epoch [68][580/1413] lr: 5.042e-01, eta: 3 days, 2:08:18, time: 0.984, data_time: 0.004, memory: 8482, top1_acc: 0.2281, top5_acc: 0.4504, loss_cls: 3.8540, loss: 3.8540, grad_norm: 1.0347 2020-10-06 20:06:26,054 - mmaction - INFO - Epoch [68][600/1413] lr: 5.042e-01, eta: 3 days, 2:07:53, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2328, top5_acc: 0.4600, loss_cls: 3.8175, loss: 3.8175, grad_norm: 1.0268 2020-10-06 20:06:45,665 - mmaction - INFO - Epoch [68][620/1413] lr: 5.042e-01, eta: 3 days, 2:07:29, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2382, top5_acc: 0.4547, loss_cls: 3.8361, loss: 3.8361, grad_norm: 1.0329 2020-10-06 20:07:05,260 - mmaction - INFO - Epoch [68][640/1413] lr: 5.042e-01, eta: 3 days, 2:07:05, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2306, top5_acc: 0.4555, loss_cls: 3.8479, loss: 3.8479, grad_norm: 1.0185 2020-10-06 20:07:24,846 - mmaction - INFO - Epoch [68][660/1413] lr: 5.042e-01, eta: 3 days, 2:06:41, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2411, top5_acc: 0.4602, loss_cls: 3.8108, loss: 3.8108, grad_norm: 1.0231 2020-10-06 20:07:44,515 - mmaction - INFO - Epoch [68][680/1413] lr: 5.042e-01, eta: 3 days, 2:06:17, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2237, top5_acc: 0.4523, loss_cls: 3.8631, loss: 3.8631, grad_norm: 1.0200 2020-10-06 20:08:04,070 - mmaction - INFO - Epoch [68][700/1413] lr: 5.042e-01, eta: 3 days, 2:05:52, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2299, top5_acc: 0.4543, loss_cls: 3.8415, loss: 3.8415, grad_norm: 1.0360 2020-10-06 20:08:23,697 - mmaction - INFO - Epoch [68][720/1413] lr: 5.042e-01, eta: 3 days, 2:05:28, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2262, top5_acc: 0.4479, loss_cls: 3.8638, loss: 3.8638, grad_norm: 1.0325 2020-10-06 20:08:43,309 - mmaction - INFO - Epoch [68][740/1413] lr: 5.042e-01, eta: 3 days, 2:05:05, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2333, top5_acc: 0.4637, loss_cls: 3.8366, loss: 3.8366, grad_norm: 1.0191 2020-10-06 20:09:02,895 - mmaction - INFO - Epoch [68][760/1413] lr: 5.042e-01, eta: 3 days, 2:04:40, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2348, top5_acc: 0.4530, loss_cls: 3.8367, loss: 3.8367, grad_norm: 1.0335 2020-10-06 20:09:22,561 - mmaction - INFO - Epoch [68][780/1413] lr: 5.042e-01, eta: 3 days, 2:04:17, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2415, top5_acc: 0.4672, loss_cls: 3.7885, loss: 3.7885, grad_norm: 1.0149 2020-10-06 20:09:42,213 - mmaction - INFO - Epoch [68][800/1413] lr: 5.042e-01, eta: 3 days, 2:03:53, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2358, top5_acc: 0.4618, loss_cls: 3.8270, loss: 3.8270, grad_norm: 1.0411 2020-10-06 20:10:01,756 - mmaction - INFO - Epoch [68][820/1413] lr: 5.042e-01, eta: 3 days, 2:03:28, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2391, top5_acc: 0.4589, loss_cls: 3.8120, loss: 3.8120, grad_norm: 1.0354 2020-10-06 20:10:21,412 - mmaction - INFO - Epoch [68][840/1413] lr: 5.042e-01, eta: 3 days, 2:03:04, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2290, top5_acc: 0.4573, loss_cls: 3.8518, loss: 3.8518, grad_norm: 1.0396 2020-10-06 20:10:41,065 - mmaction - INFO - Epoch [68][860/1413] lr: 5.042e-01, eta: 3 days, 2:02:41, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2302, top5_acc: 0.4496, loss_cls: 3.8686, loss: 3.8686, grad_norm: 1.0130 2020-10-06 20:11:00,719 - mmaction - INFO - Epoch [68][880/1413] lr: 5.042e-01, eta: 3 days, 2:02:17, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2280, top5_acc: 0.4517, loss_cls: 3.8733, loss: 3.8733, grad_norm: 1.0210 2020-10-06 20:11:20,249 - mmaction - INFO - Epoch [68][900/1413] lr: 5.042e-01, eta: 3 days, 2:01:53, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2337, top5_acc: 0.4559, loss_cls: 3.8475, loss: 3.8475, grad_norm: 1.0165 2020-10-06 20:11:39,753 - mmaction - INFO - Epoch [68][920/1413] lr: 5.042e-01, eta: 3 days, 2:01:27, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2299, top5_acc: 0.4538, loss_cls: 3.8595, loss: 3.8595, grad_norm: 1.0393 2020-10-06 20:11:59,298 - mmaction - INFO - Epoch [68][940/1413] lr: 5.042e-01, eta: 3 days, 2:01:03, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2290, top5_acc: 0.4544, loss_cls: 3.8711, loss: 3.8711, grad_norm: 1.0403 2020-10-06 20:12:18,914 - mmaction - INFO - Epoch [68][960/1413] lr: 5.042e-01, eta: 3 days, 2:00:39, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2303, top5_acc: 0.4534, loss_cls: 3.8725, loss: 3.8725, grad_norm: 1.0283 2020-10-06 20:12:38,729 - mmaction - INFO - Epoch [68][980/1413] lr: 5.042e-01, eta: 3 days, 2:00:17, time: 0.991, data_time: 0.002, memory: 8482, top1_acc: 0.2272, top5_acc: 0.4617, loss_cls: 3.8353, loss: 3.8353, grad_norm: 1.0251 2020-10-06 20:12:58,265 - mmaction - INFO - Epoch [68][1000/1413] lr: 5.042e-01, eta: 3 days, 1:59:52, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2279, top5_acc: 0.4535, loss_cls: 3.8511, loss: 3.8511, grad_norm: 1.0403 2020-10-06 20:13:18,096 - mmaction - INFO - Epoch [68][1020/1413] lr: 5.042e-01, eta: 3 days, 1:59:30, time: 0.992, data_time: 0.002, memory: 8482, top1_acc: 0.2314, top5_acc: 0.4626, loss_cls: 3.8280, loss: 3.8280, grad_norm: 1.0302 2020-10-06 20:13:37,815 - mmaction - INFO - Epoch [68][1040/1413] lr: 5.042e-01, eta: 3 days, 1:59:07, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2260, top5_acc: 0.4586, loss_cls: 3.8789, loss: 3.8789, grad_norm: 1.0314 2020-10-06 20:13:57,308 - mmaction - INFO - Epoch [68][1060/1413] lr: 5.042e-01, eta: 3 days, 1:58:42, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.2374, top5_acc: 0.4626, loss_cls: 3.8046, loss: 3.8046, grad_norm: 1.0115 2020-10-06 20:14:16,954 - mmaction - INFO - Epoch [68][1080/1413] lr: 5.042e-01, eta: 3 days, 1:58:19, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2303, top5_acc: 0.4518, loss_cls: 3.8618, loss: 3.8618, grad_norm: 1.0540 2020-10-06 20:14:36,593 - mmaction - INFO - Epoch [68][1100/1413] lr: 5.042e-01, eta: 3 days, 1:57:55, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2225, top5_acc: 0.4517, loss_cls: 3.8849, loss: 3.8849, grad_norm: 1.0241 2020-10-06 20:14:56,253 - mmaction - INFO - Epoch [68][1120/1413] lr: 5.042e-01, eta: 3 days, 1:57:32, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2316, top5_acc: 0.4608, loss_cls: 3.8509, loss: 3.8509, grad_norm: 1.0227 2020-10-06 20:15:15,809 - mmaction - INFO - Epoch [68][1140/1413] lr: 5.042e-01, eta: 3 days, 1:57:07, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2249, top5_acc: 0.4521, loss_cls: 3.8763, loss: 3.8763, grad_norm: 1.0176 2020-10-06 20:15:35,471 - mmaction - INFO - Epoch [68][1160/1413] lr: 5.042e-01, eta: 3 days, 1:56:44, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2348, top5_acc: 0.4560, loss_cls: 3.8422, loss: 3.8422, grad_norm: 1.0142 2020-10-06 20:15:55,000 - mmaction - INFO - Epoch [68][1180/1413] lr: 5.042e-01, eta: 3 days, 1:56:19, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2314, top5_acc: 0.4578, loss_cls: 3.8359, loss: 3.8359, grad_norm: 1.0355 2020-10-06 20:16:14,635 - mmaction - INFO - Epoch [68][1200/1413] lr: 5.042e-01, eta: 3 days, 1:55:55, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2309, top5_acc: 0.4534, loss_cls: 3.8521, loss: 3.8521, grad_norm: 1.0297 2020-10-06 20:16:34,354 - mmaction - INFO - Epoch [68][1220/1413] lr: 5.042e-01, eta: 3 days, 1:55:32, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2315, top5_acc: 0.4615, loss_cls: 3.8279, loss: 3.8279, grad_norm: 1.0191 2020-10-06 20:16:53,900 - mmaction - INFO - Epoch [68][1240/1413] lr: 5.042e-01, eta: 3 days, 1:55:08, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2372, top5_acc: 0.4602, loss_cls: 3.8378, loss: 3.8378, grad_norm: 1.0230 2020-10-06 20:17:13,501 - mmaction - INFO - Epoch [68][1260/1413] lr: 5.042e-01, eta: 3 days, 1:54:44, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2297, top5_acc: 0.4560, loss_cls: 3.8507, loss: 3.8507, grad_norm: 1.0353 2020-10-06 20:17:33,154 - mmaction - INFO - Epoch [68][1280/1413] lr: 5.042e-01, eta: 3 days, 1:54:20, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2319, top5_acc: 0.4516, loss_cls: 3.8469, loss: 3.8469, grad_norm: 1.0245 2020-10-06 20:17:52,758 - mmaction - INFO - Epoch [68][1300/1413] lr: 5.042e-01, eta: 3 days, 1:53:56, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2326, top5_acc: 0.4557, loss_cls: 3.8615, loss: 3.8615, grad_norm: 1.0203 2020-10-06 20:18:12,389 - mmaction - INFO - Epoch [68][1320/1413] lr: 5.042e-01, eta: 3 days, 1:53:33, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2319, top5_acc: 0.4630, loss_cls: 3.8337, loss: 3.8337, grad_norm: 1.0149 2020-10-06 20:18:32,032 - mmaction - INFO - Epoch [68][1340/1413] lr: 5.042e-01, eta: 3 days, 1:53:09, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2229, top5_acc: 0.4539, loss_cls: 3.8617, loss: 3.8617, grad_norm: 1.0361 2020-10-06 20:18:51,639 - mmaction - INFO - Epoch [68][1360/1413] lr: 5.042e-01, eta: 3 days, 1:52:45, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2258, top5_acc: 0.4579, loss_cls: 3.8586, loss: 3.8586, grad_norm: 1.0354 2020-10-06 20:19:11,264 - mmaction - INFO - Epoch [68][1380/1413] lr: 5.042e-01, eta: 3 days, 1:52:21, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2436, top5_acc: 0.4581, loss_cls: 3.8285, loss: 3.8285, grad_norm: 1.0303 2020-10-06 20:19:30,785 - mmaction - INFO - Epoch [68][1400/1413] lr: 5.042e-01, eta: 3 days, 1:51:56, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2323, top5_acc: 0.4569, loss_cls: 3.8469, loss: 3.8469, grad_norm: 1.0321 2020-10-06 20:20:37,805 - mmaction - INFO - Epoch [69][20/1413] lr: 5.015e-01, eta: 3 days, 1:54:26, time: 2.622, data_time: 1.585, memory: 8482, top1_acc: 0.2395, top5_acc: 0.4611, loss_cls: 3.7945, loss: 3.7945, grad_norm: 1.0275 2020-10-06 20:20:57,131 - mmaction - INFO - Epoch [69][40/1413] lr: 5.015e-01, eta: 3 days, 1:53:59, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.2388, top5_acc: 0.4667, loss_cls: 3.7979, loss: 3.7979, grad_norm: 1.0438 2020-10-06 20:21:16,659 - mmaction - INFO - Epoch [69][60/1413] lr: 5.015e-01, eta: 3 days, 1:53:34, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2435, top5_acc: 0.4637, loss_cls: 3.7915, loss: 3.7915, grad_norm: 1.0351 2020-10-06 20:21:36,270 - mmaction - INFO - Epoch [69][80/1413] lr: 5.015e-01, eta: 3 days, 1:53:10, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2365, top5_acc: 0.4626, loss_cls: 3.8182, loss: 3.8182, grad_norm: 1.0428 2020-10-06 20:21:55,856 - mmaction - INFO - Epoch [69][100/1413] lr: 5.015e-01, eta: 3 days, 1:52:46, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2388, top5_acc: 0.4574, loss_cls: 3.8308, loss: 3.8308, grad_norm: 1.0288 2020-10-06 20:22:15,429 - mmaction - INFO - Epoch [69][120/1413] lr: 5.015e-01, eta: 3 days, 1:52:22, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2292, top5_acc: 0.4561, loss_cls: 3.8486, loss: 3.8486, grad_norm: 1.0204 2020-10-06 20:22:35,072 - mmaction - INFO - Epoch [69][140/1413] lr: 5.015e-01, eta: 3 days, 1:51:58, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2339, top5_acc: 0.4574, loss_cls: 3.8361, loss: 3.8361, grad_norm: 1.0257 2020-10-06 20:22:54,764 - mmaction - INFO - Epoch [69][160/1413] lr: 5.015e-01, eta: 3 days, 1:51:35, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2368, top5_acc: 0.4568, loss_cls: 3.8381, loss: 3.8381, grad_norm: 1.0197 2020-10-06 20:23:14,358 - mmaction - INFO - Epoch [69][180/1413] lr: 5.015e-01, eta: 3 days, 1:51:11, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2371, top5_acc: 0.4583, loss_cls: 3.8181, loss: 3.8181, grad_norm: 1.0323 2020-10-06 20:23:34,012 - mmaction - INFO - Epoch [69][200/1413] lr: 5.015e-01, eta: 3 days, 1:50:47, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2350, top5_acc: 0.4648, loss_cls: 3.8384, loss: 3.8384, grad_norm: 1.0338 2020-10-06 20:23:53,662 - mmaction - INFO - Epoch [69][220/1413] lr: 5.015e-01, eta: 3 days, 1:50:24, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2284, top5_acc: 0.4501, loss_cls: 3.8888, loss: 3.8888, grad_norm: 1.0421 2020-10-06 20:24:13,308 - mmaction - INFO - Epoch [69][240/1413] lr: 5.015e-01, eta: 3 days, 1:50:00, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2398, top5_acc: 0.4704, loss_cls: 3.7867, loss: 3.7867, grad_norm: 1.0290 2020-10-06 20:24:32,844 - mmaction - INFO - Epoch [69][260/1413] lr: 5.015e-01, eta: 3 days, 1:49:35, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2329, top5_acc: 0.4634, loss_cls: 3.8278, loss: 3.8278, grad_norm: 1.0326 2020-10-06 20:24:52,539 - mmaction - INFO - Epoch [69][280/1413] lr: 5.015e-01, eta: 3 days, 1:49:12, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2345, top5_acc: 0.4574, loss_cls: 3.8380, loss: 3.8380, grad_norm: 1.0386 2020-10-06 20:25:12,175 - mmaction - INFO - Epoch [69][300/1413] lr: 5.015e-01, eta: 3 days, 1:48:49, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2344, top5_acc: 0.4624, loss_cls: 3.8113, loss: 3.8113, grad_norm: 1.0331 2020-10-06 20:25:31,807 - mmaction - INFO - Epoch [69][320/1413] lr: 5.015e-01, eta: 3 days, 1:48:25, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2406, top5_acc: 0.4694, loss_cls: 3.7859, loss: 3.7859, grad_norm: 1.0255 2020-10-06 20:25:51,373 - mmaction - INFO - Epoch [69][340/1413] lr: 5.015e-01, eta: 3 days, 1:48:01, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2340, top5_acc: 0.4634, loss_cls: 3.8162, loss: 3.8162, grad_norm: 1.0442 2020-10-06 20:26:10,872 - mmaction - INFO - Epoch [69][360/1413] lr: 5.015e-01, eta: 3 days, 1:47:36, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.2315, top5_acc: 0.4492, loss_cls: 3.8771, loss: 3.8771, grad_norm: 1.0304 2020-10-06 20:26:30,383 - mmaction - INFO - Epoch [69][380/1413] lr: 5.015e-01, eta: 3 days, 1:47:11, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2311, top5_acc: 0.4526, loss_cls: 3.8445, loss: 3.8445, grad_norm: 1.0262 2020-10-06 20:26:49,962 - mmaction - INFO - Epoch [69][400/1413] lr: 5.015e-01, eta: 3 days, 1:46:47, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2229, top5_acc: 0.4395, loss_cls: 3.9216, loss: 3.9216, grad_norm: 1.0350 2020-10-06 20:27:09,481 - mmaction - INFO - Epoch [69][420/1413] lr: 5.015e-01, eta: 3 days, 1:46:22, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2319, top5_acc: 0.4518, loss_cls: 3.8615, loss: 3.8615, grad_norm: 1.0247 2020-10-06 20:27:29,016 - mmaction - INFO - Epoch [69][440/1413] lr: 5.015e-01, eta: 3 days, 1:45:58, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2359, top5_acc: 0.4534, loss_cls: 3.8455, loss: 3.8455, grad_norm: 1.0282 2020-10-06 20:27:48,564 - mmaction - INFO - Epoch [69][460/1413] lr: 5.015e-01, eta: 3 days, 1:45:33, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2328, top5_acc: 0.4551, loss_cls: 3.8628, loss: 3.8628, grad_norm: 1.0432 2020-10-06 20:28:08,115 - mmaction - INFO - Epoch [69][480/1413] lr: 5.015e-01, eta: 3 days, 1:45:08, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2303, top5_acc: 0.4566, loss_cls: 3.8222, loss: 3.8222, grad_norm: 1.0177 2020-10-06 20:28:27,720 - mmaction - INFO - Epoch [69][500/1413] lr: 5.015e-01, eta: 3 days, 1:44:45, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2357, top5_acc: 0.4578, loss_cls: 3.8314, loss: 3.8314, grad_norm: 1.0446 2020-10-06 20:28:47,319 - mmaction - INFO - Epoch [69][520/1413] lr: 5.015e-01, eta: 3 days, 1:44:21, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2327, top5_acc: 0.4546, loss_cls: 3.8526, loss: 3.8526, grad_norm: 1.0228 2020-10-06 20:29:06,983 - mmaction - INFO - Epoch [69][540/1413] lr: 5.015e-01, eta: 3 days, 1:43:57, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2336, top5_acc: 0.4454, loss_cls: 3.8726, loss: 3.8726, grad_norm: 1.0265 2020-10-06 20:29:26,605 - mmaction - INFO - Epoch [69][560/1413] lr: 5.015e-01, eta: 3 days, 1:43:34, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2336, top5_acc: 0.4561, loss_cls: 3.8311, loss: 3.8311, grad_norm: 1.0430 2020-10-06 20:29:46,238 - mmaction - INFO - Epoch [69][580/1413] lr: 5.015e-01, eta: 3 days, 1:43:10, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2272, top5_acc: 0.4452, loss_cls: 3.8807, loss: 3.8807, grad_norm: 1.0135 2020-10-06 20:30:05,875 - mmaction - INFO - Epoch [69][600/1413] lr: 5.015e-01, eta: 3 days, 1:42:46, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2353, top5_acc: 0.4549, loss_cls: 3.8407, loss: 3.8407, grad_norm: 1.0332 2020-10-06 20:30:24,515 - mmaction - INFO - Epoch [69][620/1413] lr: 5.015e-01, eta: 3 days, 1:42:14, time: 0.932, data_time: 0.002, memory: 8482, top1_acc: 0.2303, top5_acc: 0.4704, loss_cls: 3.8088, loss: 3.8088, grad_norm: 1.0344 2020-10-06 20:30:44,121 - mmaction - INFO - Epoch [69][640/1413] lr: 5.015e-01, eta: 3 days, 1:41:50, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2344, top5_acc: 0.4577, loss_cls: 3.8567, loss: 3.8567, grad_norm: 1.0223 2020-10-06 20:31:03,622 - mmaction - INFO - Epoch [69][660/1413] lr: 5.015e-01, eta: 3 days, 1:41:25, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2290, top5_acc: 0.4497, loss_cls: 3.8692, loss: 3.8692, grad_norm: 1.0241 2020-10-06 20:31:23,235 - mmaction - INFO - Epoch [69][680/1413] lr: 5.015e-01, eta: 3 days, 1:41:01, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2266, top5_acc: 0.4509, loss_cls: 3.8806, loss: 3.8806, grad_norm: 1.0343 2020-10-06 20:31:42,794 - mmaction - INFO - Epoch [69][700/1413] lr: 5.015e-01, eta: 3 days, 1:40:37, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2349, top5_acc: 0.4572, loss_cls: 3.8376, loss: 3.8376, grad_norm: 1.0253 2020-10-06 20:32:02,349 - mmaction - INFO - Epoch [69][720/1413] lr: 5.015e-01, eta: 3 days, 1:40:13, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2255, top5_acc: 0.4536, loss_cls: 3.8391, loss: 3.8391, grad_norm: 1.0362 2020-10-06 20:32:21,929 - mmaction - INFO - Epoch [69][740/1413] lr: 5.015e-01, eta: 3 days, 1:39:49, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2372, top5_acc: 0.4616, loss_cls: 3.8011, loss: 3.8011, grad_norm: 1.0326 2020-10-06 20:32:41,516 - mmaction - INFO - Epoch [69][760/1413] lr: 5.015e-01, eta: 3 days, 1:39:24, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2307, top5_acc: 0.4717, loss_cls: 3.7892, loss: 3.7892, grad_norm: 1.0401 2020-10-06 20:33:01,245 - mmaction - INFO - Epoch [69][780/1413] lr: 5.015e-01, eta: 3 days, 1:39:02, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2246, top5_acc: 0.4591, loss_cls: 3.8628, loss: 3.8628, grad_norm: 1.0482 2020-10-06 20:33:20,905 - mmaction - INFO - Epoch [69][800/1413] lr: 5.015e-01, eta: 3 days, 1:38:38, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2322, top5_acc: 0.4547, loss_cls: 3.8223, loss: 3.8223, grad_norm: 1.0307 2020-10-06 20:33:40,567 - mmaction - INFO - Epoch [69][820/1413] lr: 5.015e-01, eta: 3 days, 1:38:15, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2426, top5_acc: 0.4721, loss_cls: 3.7791, loss: 3.7791, grad_norm: 1.0256 2020-10-06 20:34:00,090 - mmaction - INFO - Epoch [69][840/1413] lr: 5.015e-01, eta: 3 days, 1:37:51, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2329, top5_acc: 0.4638, loss_cls: 3.8163, loss: 3.8163, grad_norm: 1.0355 2020-10-06 20:34:19,676 - mmaction - INFO - Epoch [69][860/1413] lr: 5.015e-01, eta: 3 days, 1:37:27, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2353, top5_acc: 0.4553, loss_cls: 3.8783, loss: 3.8783, grad_norm: 1.0417 2020-10-06 20:34:39,231 - mmaction - INFO - Epoch [69][880/1413] lr: 5.015e-01, eta: 3 days, 1:37:02, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2314, top5_acc: 0.4581, loss_cls: 3.8348, loss: 3.8348, grad_norm: 1.0352 2020-10-06 20:34:58,880 - mmaction - INFO - Epoch [69][900/1413] lr: 5.015e-01, eta: 3 days, 1:36:39, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2251, top5_acc: 0.4492, loss_cls: 3.9080, loss: 3.9080, grad_norm: 1.0223 2020-10-06 20:35:18,438 - mmaction - INFO - Epoch [69][920/1413] lr: 5.015e-01, eta: 3 days, 1:36:15, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2361, top5_acc: 0.4642, loss_cls: 3.8144, loss: 3.8144, grad_norm: 1.0319 2020-10-06 20:35:38,109 - mmaction - INFO - Epoch [69][940/1413] lr: 5.015e-01, eta: 3 days, 1:35:52, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2279, top5_acc: 0.4587, loss_cls: 3.8395, loss: 3.8395, grad_norm: 1.0346 2020-10-06 20:35:57,637 - mmaction - INFO - Epoch [69][960/1413] lr: 5.015e-01, eta: 3 days, 1:35:27, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2262, top5_acc: 0.4499, loss_cls: 3.8580, loss: 3.8580, grad_norm: 1.0114 2020-10-06 20:36:17,246 - mmaction - INFO - Epoch [69][980/1413] lr: 5.015e-01, eta: 3 days, 1:35:04, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2384, top5_acc: 0.4648, loss_cls: 3.7793, loss: 3.7793, grad_norm: 1.0295 2020-10-06 20:36:36,911 - mmaction - INFO - Epoch [69][1000/1413] lr: 5.015e-01, eta: 3 days, 1:34:40, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2426, top5_acc: 0.4673, loss_cls: 3.8008, loss: 3.8008, grad_norm: 1.0466 2020-10-06 20:36:56,484 - mmaction - INFO - Epoch [69][1020/1413] lr: 5.015e-01, eta: 3 days, 1:34:16, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2346, top5_acc: 0.4634, loss_cls: 3.8135, loss: 3.8135, grad_norm: 1.0182 2020-10-06 20:37:16,040 - mmaction - INFO - Epoch [69][1040/1413] lr: 5.015e-01, eta: 3 days, 1:33:52, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2298, top5_acc: 0.4635, loss_cls: 3.8248, loss: 3.8248, grad_norm: 1.0597 2020-10-06 20:37:35,757 - mmaction - INFO - Epoch [69][1060/1413] lr: 5.015e-01, eta: 3 days, 1:33:29, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2329, top5_acc: 0.4634, loss_cls: 3.8324, loss: 3.8324, grad_norm: 1.0240 2020-10-06 20:37:55,450 - mmaction - INFO - Epoch [69][1080/1413] lr: 5.015e-01, eta: 3 days, 1:33:06, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2380, top5_acc: 0.4562, loss_cls: 3.8065, loss: 3.8065, grad_norm: 1.0328 2020-10-06 20:38:15,013 - mmaction - INFO - Epoch [69][1100/1413] lr: 5.015e-01, eta: 3 days, 1:32:42, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2185, top5_acc: 0.4449, loss_cls: 3.8971, loss: 3.8971, grad_norm: 1.0359 2020-10-06 20:38:34,651 - mmaction - INFO - Epoch [69][1120/1413] lr: 5.015e-01, eta: 3 days, 1:32:19, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2322, top5_acc: 0.4654, loss_cls: 3.8105, loss: 3.8105, grad_norm: 1.0221 2020-10-06 20:38:54,130 - mmaction - INFO - Epoch [69][1140/1413] lr: 5.015e-01, eta: 3 days, 1:31:54, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.2219, top5_acc: 0.4561, loss_cls: 3.8599, loss: 3.8599, grad_norm: 1.0379 2020-10-06 20:39:13,764 - mmaction - INFO - Epoch [69][1160/1413] lr: 5.015e-01, eta: 3 days, 1:31:31, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2228, top5_acc: 0.4533, loss_cls: 3.8822, loss: 3.8822, grad_norm: 1.0274 2020-10-06 20:39:33,421 - mmaction - INFO - Epoch [69][1180/1413] lr: 5.015e-01, eta: 3 days, 1:31:07, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2371, top5_acc: 0.4598, loss_cls: 3.8370, loss: 3.8370, grad_norm: 1.0288 2020-10-06 20:39:52,988 - mmaction - INFO - Epoch [69][1200/1413] lr: 5.015e-01, eta: 3 days, 1:30:43, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2350, top5_acc: 0.4605, loss_cls: 3.8443, loss: 3.8443, grad_norm: 1.0228 2020-10-06 20:40:12,627 - mmaction - INFO - Epoch [69][1220/1413] lr: 5.015e-01, eta: 3 days, 1:30:20, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2400, top5_acc: 0.4673, loss_cls: 3.8106, loss: 3.8106, grad_norm: 1.0275 2020-10-06 20:40:32,224 - mmaction - INFO - Epoch [69][1240/1413] lr: 5.015e-01, eta: 3 days, 1:29:56, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2349, top5_acc: 0.4582, loss_cls: 3.8598, loss: 3.8598, grad_norm: 1.0391 2020-10-06 20:40:51,719 - mmaction - INFO - Epoch [69][1260/1413] lr: 5.015e-01, eta: 3 days, 1:29:31, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2316, top5_acc: 0.4526, loss_cls: 3.8221, loss: 3.8221, grad_norm: 1.0333 2020-10-06 20:41:11,402 - mmaction - INFO - Epoch [69][1280/1413] lr: 5.015e-01, eta: 3 days, 1:29:08, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2280, top5_acc: 0.4560, loss_cls: 3.8543, loss: 3.8543, grad_norm: 1.0363 2020-10-06 20:41:31,000 - mmaction - INFO - Epoch [69][1300/1413] lr: 5.015e-01, eta: 3 days, 1:28:45, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2258, top5_acc: 0.4501, loss_cls: 3.8907, loss: 3.8907, grad_norm: 1.0326 2020-10-06 20:41:50,611 - mmaction - INFO - Epoch [69][1320/1413] lr: 5.015e-01, eta: 3 days, 1:28:21, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2288, top5_acc: 0.4492, loss_cls: 3.8865, loss: 3.8865, grad_norm: 1.0412 2020-10-06 20:42:10,156 - mmaction - INFO - Epoch [69][1340/1413] lr: 5.015e-01, eta: 3 days, 1:27:57, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2374, top5_acc: 0.4646, loss_cls: 3.8172, loss: 3.8172, grad_norm: 1.0306 2020-10-06 20:42:29,698 - mmaction - INFO - Epoch [69][1360/1413] lr: 5.015e-01, eta: 3 days, 1:27:33, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2341, top5_acc: 0.4568, loss_cls: 3.8432, loss: 3.8432, grad_norm: 1.0383 2020-10-06 20:42:49,244 - mmaction - INFO - Epoch [69][1380/1413] lr: 5.015e-01, eta: 3 days, 1:27:09, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2402, top5_acc: 0.4684, loss_cls: 3.7994, loss: 3.7994, grad_norm: 1.0285 2020-10-06 20:43:08,941 - mmaction - INFO - Epoch [69][1400/1413] lr: 5.015e-01, eta: 3 days, 1:26:46, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2260, top5_acc: 0.4565, loss_cls: 3.8609, loss: 3.8609, grad_norm: 1.0406 2020-10-06 20:44:12,784 - mmaction - INFO - Epoch [70][20/1413] lr: 4.987e-01, eta: 3 days, 1:28:50, time: 2.536, data_time: 1.376, memory: 8482, top1_acc: 0.2310, top5_acc: 0.4673, loss_cls: 3.7806, loss: 3.7806, grad_norm: 1.0332 2020-10-06 20:44:32,286 - mmaction - INFO - Epoch [70][40/1413] lr: 4.987e-01, eta: 3 days, 1:28:25, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.2413, top5_acc: 0.4672, loss_cls: 3.7838, loss: 3.7838, grad_norm: 1.0398 2020-10-06 20:44:51,858 - mmaction - INFO - Epoch [70][60/1413] lr: 4.987e-01, eta: 3 days, 1:28:02, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2301, top5_acc: 0.4648, loss_cls: 3.8451, loss: 3.8451, grad_norm: 1.0297 2020-10-06 20:45:11,478 - mmaction - INFO - Epoch [70][80/1413] lr: 4.987e-01, eta: 3 days, 1:27:38, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2333, top5_acc: 0.4603, loss_cls: 3.8249, loss: 3.8249, grad_norm: 1.0334 2020-10-06 20:45:31,075 - mmaction - INFO - Epoch [70][100/1413] lr: 4.987e-01, eta: 3 days, 1:27:14, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2306, top5_acc: 0.4596, loss_cls: 3.8455, loss: 3.8455, grad_norm: 1.0444 2020-10-06 20:45:50,784 - mmaction - INFO - Epoch [70][120/1413] lr: 4.987e-01, eta: 3 days, 1:26:51, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2339, top5_acc: 0.4616, loss_cls: 3.8412, loss: 3.8412, grad_norm: 1.0340 2020-10-06 20:46:10,425 - mmaction - INFO - Epoch [70][140/1413] lr: 4.987e-01, eta: 3 days, 1:26:28, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2452, top5_acc: 0.4703, loss_cls: 3.7941, loss: 3.7941, grad_norm: 1.0308 2020-10-06 20:46:30,064 - mmaction - INFO - Epoch [70][160/1413] lr: 4.987e-01, eta: 3 days, 1:26:04, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2359, top5_acc: 0.4557, loss_cls: 3.8326, loss: 3.8326, grad_norm: 1.0313 2020-10-06 20:46:49,734 - mmaction - INFO - Epoch [70][180/1413] lr: 4.987e-01, eta: 3 days, 1:25:41, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2431, top5_acc: 0.4658, loss_cls: 3.8064, loss: 3.8064, grad_norm: 1.0205 2020-10-06 20:47:09,421 - mmaction - INFO - Epoch [70][200/1413] lr: 4.987e-01, eta: 3 days, 1:25:18, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2320, top5_acc: 0.4514, loss_cls: 3.8404, loss: 3.8404, grad_norm: 1.0425 2020-10-06 20:47:29,094 - mmaction - INFO - Epoch [70][220/1413] lr: 4.987e-01, eta: 3 days, 1:24:55, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2301, top5_acc: 0.4553, loss_cls: 3.8600, loss: 3.8600, grad_norm: 1.0225 2020-10-06 20:47:48,900 - mmaction - INFO - Epoch [70][240/1413] lr: 4.987e-01, eta: 3 days, 1:24:33, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.2297, top5_acc: 0.4464, loss_cls: 3.8861, loss: 3.8861, grad_norm: 1.0290 2020-10-06 20:48:08,541 - mmaction - INFO - Epoch [70][260/1413] lr: 4.987e-01, eta: 3 days, 1:24:10, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2267, top5_acc: 0.4547, loss_cls: 3.8446, loss: 3.8446, grad_norm: 1.0440 2020-10-06 20:48:28,244 - mmaction - INFO - Epoch [70][280/1413] lr: 4.987e-01, eta: 3 days, 1:23:47, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2365, top5_acc: 0.4626, loss_cls: 3.8057, loss: 3.8057, grad_norm: 1.0321 2020-10-06 20:48:47,754 - mmaction - INFO - Epoch [70][300/1413] lr: 4.987e-01, eta: 3 days, 1:23:23, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2402, top5_acc: 0.4664, loss_cls: 3.8059, loss: 3.8059, grad_norm: 1.0213 2020-10-06 20:49:07,427 - mmaction - INFO - Epoch [70][320/1413] lr: 4.987e-01, eta: 3 days, 1:22:59, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2277, top5_acc: 0.4572, loss_cls: 3.8272, loss: 3.8272, grad_norm: 1.0393 2020-10-06 20:49:27,002 - mmaction - INFO - Epoch [70][340/1413] lr: 4.987e-01, eta: 3 days, 1:22:35, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2396, top5_acc: 0.4654, loss_cls: 3.8129, loss: 3.8129, grad_norm: 1.0295 2020-10-06 20:49:46,550 - mmaction - INFO - Epoch [70][360/1413] lr: 4.987e-01, eta: 3 days, 1:22:11, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2352, top5_acc: 0.4645, loss_cls: 3.8223, loss: 3.8223, grad_norm: 1.0412 2020-10-06 20:50:06,124 - mmaction - INFO - Epoch [70][380/1413] lr: 4.987e-01, eta: 3 days, 1:21:47, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2290, top5_acc: 0.4525, loss_cls: 3.8571, loss: 3.8571, grad_norm: 1.0179 2020-10-06 20:50:25,732 - mmaction - INFO - Epoch [70][400/1413] lr: 4.987e-01, eta: 3 days, 1:21:24, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2335, top5_acc: 0.4578, loss_cls: 3.8400, loss: 3.8400, grad_norm: 1.0425 2020-10-06 20:50:45,279 - mmaction - INFO - Epoch [70][420/1413] lr: 4.987e-01, eta: 3 days, 1:21:00, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2428, top5_acc: 0.4697, loss_cls: 3.7907, loss: 3.7907, grad_norm: 1.0227 2020-10-06 20:51:04,856 - mmaction - INFO - Epoch [70][440/1413] lr: 4.987e-01, eta: 3 days, 1:20:36, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2309, top5_acc: 0.4576, loss_cls: 3.8767, loss: 3.8767, grad_norm: 1.0354 2020-10-06 20:51:24,395 - mmaction - INFO - Epoch [70][460/1413] lr: 4.987e-01, eta: 3 days, 1:20:11, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2456, top5_acc: 0.4730, loss_cls: 3.7975, loss: 3.7975, grad_norm: 1.0271 2020-10-06 20:51:44,059 - mmaction - INFO - Epoch [70][480/1413] lr: 4.987e-01, eta: 3 days, 1:19:48, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2345, top5_acc: 0.4546, loss_cls: 3.8424, loss: 3.8424, grad_norm: 1.0277 2020-10-06 20:52:03,785 - mmaction - INFO - Epoch [70][500/1413] lr: 4.987e-01, eta: 3 days, 1:19:26, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2349, top5_acc: 0.4520, loss_cls: 3.8319, loss: 3.8319, grad_norm: 1.0458 2020-10-06 20:52:23,431 - mmaction - INFO - Epoch [70][520/1413] lr: 4.987e-01, eta: 3 days, 1:19:02, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2220, top5_acc: 0.4526, loss_cls: 3.8745, loss: 3.8745, grad_norm: 1.0590 2020-10-06 20:52:43,075 - mmaction - INFO - Epoch [70][540/1413] lr: 4.987e-01, eta: 3 days, 1:18:39, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2368, top5_acc: 0.4611, loss_cls: 3.8365, loss: 3.8365, grad_norm: 1.0230 2020-10-06 20:53:02,682 - mmaction - INFO - Epoch [70][560/1413] lr: 4.987e-01, eta: 3 days, 1:18:15, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2324, top5_acc: 0.4557, loss_cls: 3.8438, loss: 3.8438, grad_norm: 1.0499 2020-10-06 20:53:22,268 - mmaction - INFO - Epoch [70][580/1413] lr: 4.987e-01, eta: 3 days, 1:17:52, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2246, top5_acc: 0.4478, loss_cls: 3.8960, loss: 3.8960, grad_norm: 1.0356 2020-10-06 20:53:41,844 - mmaction - INFO - Epoch [70][600/1413] lr: 4.987e-01, eta: 3 days, 1:17:28, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2284, top5_acc: 0.4555, loss_cls: 3.8287, loss: 3.8287, grad_norm: 1.0311 2020-10-06 20:54:01,435 - mmaction - INFO - Epoch [70][620/1413] lr: 4.987e-01, eta: 3 days, 1:17:04, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2271, top5_acc: 0.4553, loss_cls: 3.8839, loss: 3.8839, grad_norm: 1.0296 2020-10-06 20:54:21,056 - mmaction - INFO - Epoch [70][640/1413] lr: 4.987e-01, eta: 3 days, 1:16:41, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2427, top5_acc: 0.4669, loss_cls: 3.8023, loss: 3.8023, grad_norm: 1.0240 2020-10-06 20:54:40,671 - mmaction - INFO - Epoch [70][660/1413] lr: 4.987e-01, eta: 3 days, 1:16:17, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2436, top5_acc: 0.4672, loss_cls: 3.8027, loss: 3.8027, grad_norm: 1.0269 2020-10-06 20:55:00,284 - mmaction - INFO - Epoch [70][680/1413] lr: 4.987e-01, eta: 3 days, 1:15:54, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2346, top5_acc: 0.4635, loss_cls: 3.7909, loss: 3.7909, grad_norm: 1.0329 2020-10-06 20:55:19,825 - mmaction - INFO - Epoch [70][700/1413] lr: 4.987e-01, eta: 3 days, 1:15:30, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2383, top5_acc: 0.4650, loss_cls: 3.7932, loss: 3.7932, grad_norm: 1.0262 2020-10-06 20:55:39,530 - mmaction - INFO - Epoch [70][720/1413] lr: 4.987e-01, eta: 3 days, 1:15:07, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2349, top5_acc: 0.4512, loss_cls: 3.8561, loss: 3.8561, grad_norm: 1.0516 2020-10-06 20:55:59,152 - mmaction - INFO - Epoch [70][740/1413] lr: 4.987e-01, eta: 3 days, 1:14:44, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2322, top5_acc: 0.4642, loss_cls: 3.8326, loss: 3.8326, grad_norm: 1.0466 2020-10-06 20:56:18,760 - mmaction - INFO - Epoch [70][760/1413] lr: 4.987e-01, eta: 3 days, 1:14:20, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2348, top5_acc: 0.4682, loss_cls: 3.7819, loss: 3.7819, grad_norm: 1.0345 2020-10-06 20:56:38,325 - mmaction - INFO - Epoch [70][780/1413] lr: 4.987e-01, eta: 3 days, 1:13:56, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2328, top5_acc: 0.4542, loss_cls: 3.8641, loss: 3.8641, grad_norm: 1.0447 2020-10-06 20:56:57,904 - mmaction - INFO - Epoch [70][800/1413] lr: 4.987e-01, eta: 3 days, 1:13:32, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2271, top5_acc: 0.4624, loss_cls: 3.8474, loss: 3.8474, grad_norm: 1.0246 2020-10-06 20:57:17,450 - mmaction - INFO - Epoch [70][820/1413] lr: 4.987e-01, eta: 3 days, 1:13:08, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2419, top5_acc: 0.4617, loss_cls: 3.7766, loss: 3.7766, grad_norm: 1.0109 2020-10-06 20:57:36,968 - mmaction - INFO - Epoch [70][840/1413] lr: 4.987e-01, eta: 3 days, 1:12:44, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2357, top5_acc: 0.4585, loss_cls: 3.8319, loss: 3.8319, grad_norm: 1.0353 2020-10-06 20:57:56,503 - mmaction - INFO - Epoch [70][860/1413] lr: 4.987e-01, eta: 3 days, 1:12:20, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2372, top5_acc: 0.4628, loss_cls: 3.8251, loss: 3.8251, grad_norm: 1.0374 2020-10-06 20:58:16,094 - mmaction - INFO - Epoch [70][880/1413] lr: 4.987e-01, eta: 3 days, 1:11:56, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2395, top5_acc: 0.4583, loss_cls: 3.8138, loss: 3.8138, grad_norm: 1.0272 2020-10-06 20:58:35,656 - mmaction - INFO - Epoch [70][900/1413] lr: 4.987e-01, eta: 3 days, 1:11:32, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2341, top5_acc: 0.4638, loss_cls: 3.8360, loss: 3.8360, grad_norm: 1.0314 2020-10-06 20:58:55,234 - mmaction - INFO - Epoch [70][920/1413] lr: 4.987e-01, eta: 3 days, 1:11:08, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2245, top5_acc: 0.4578, loss_cls: 3.8524, loss: 3.8524, grad_norm: 1.0201 2020-10-06 20:59:14,801 - mmaction - INFO - Epoch [70][940/1413] lr: 4.987e-01, eta: 3 days, 1:10:45, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2359, top5_acc: 0.4685, loss_cls: 3.8105, loss: 3.8105, grad_norm: 1.0347 2020-10-06 20:59:34,548 - mmaction - INFO - Epoch [70][960/1413] lr: 4.987e-01, eta: 3 days, 1:10:22, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2292, top5_acc: 0.4618, loss_cls: 3.8256, loss: 3.8256, grad_norm: 1.0381 2020-10-06 20:59:54,202 - mmaction - INFO - Epoch [70][980/1413] lr: 4.987e-01, eta: 3 days, 1:09:59, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2319, top5_acc: 0.4565, loss_cls: 3.8339, loss: 3.8339, grad_norm: 1.0470 2020-10-06 21:00:14,231 - mmaction - INFO - Epoch [70][1000/1413] lr: 4.987e-01, eta: 3 days, 1:09:40, time: 1.002, data_time: 0.002, memory: 8482, top1_acc: 0.2240, top5_acc: 0.4518, loss_cls: 3.8768, loss: 3.8768, grad_norm: 1.0285 2020-10-06 21:00:33,878 - mmaction - INFO - Epoch [70][1020/1413] lr: 4.987e-01, eta: 3 days, 1:09:16, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2288, top5_acc: 0.4547, loss_cls: 3.8631, loss: 3.8631, grad_norm: 1.0338 2020-10-06 21:00:53,517 - mmaction - INFO - Epoch [70][1040/1413] lr: 4.987e-01, eta: 3 days, 1:08:53, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2289, top5_acc: 0.4546, loss_cls: 3.8671, loss: 3.8671, grad_norm: 1.0174 2020-10-06 21:01:13,176 - mmaction - INFO - Epoch [70][1060/1413] lr: 4.987e-01, eta: 3 days, 1:08:30, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2335, top5_acc: 0.4638, loss_cls: 3.7844, loss: 3.7844, grad_norm: 1.0363 2020-10-06 21:01:32,865 - mmaction - INFO - Epoch [70][1080/1413] lr: 4.987e-01, eta: 3 days, 1:08:07, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2320, top5_acc: 0.4540, loss_cls: 3.8398, loss: 3.8398, grad_norm: 1.0502 2020-10-06 21:01:52,359 - mmaction - INFO - Epoch [70][1100/1413] lr: 4.987e-01, eta: 3 days, 1:07:43, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2398, top5_acc: 0.4629, loss_cls: 3.8039, loss: 3.8039, grad_norm: 1.0275 2020-10-06 21:02:11,919 - mmaction - INFO - Epoch [70][1120/1413] lr: 4.987e-01, eta: 3 days, 1:07:19, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2320, top5_acc: 0.4573, loss_cls: 3.8514, loss: 3.8514, grad_norm: 1.0300 2020-10-06 21:02:31,500 - mmaction - INFO - Epoch [70][1140/1413] lr: 4.987e-01, eta: 3 days, 1:06:55, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2273, top5_acc: 0.4616, loss_cls: 3.8510, loss: 3.8510, grad_norm: 1.0383 2020-10-06 21:02:51,213 - mmaction - INFO - Epoch [70][1160/1413] lr: 4.987e-01, eta: 3 days, 1:06:33, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2314, top5_acc: 0.4535, loss_cls: 3.8619, loss: 3.8619, grad_norm: 1.0402 2020-10-06 21:03:10,793 - mmaction - INFO - Epoch [70][1180/1413] lr: 4.987e-01, eta: 3 days, 1:06:09, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2389, top5_acc: 0.4674, loss_cls: 3.7932, loss: 3.7932, grad_norm: 1.0383 2020-10-06 21:03:30,440 - mmaction - INFO - Epoch [70][1200/1413] lr: 4.987e-01, eta: 3 days, 1:05:46, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2272, top5_acc: 0.4495, loss_cls: 3.8420, loss: 3.8420, grad_norm: 1.0232 2020-10-06 21:03:50,136 - mmaction - INFO - Epoch [70][1220/1413] lr: 4.987e-01, eta: 3 days, 1:05:23, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2378, top5_acc: 0.4646, loss_cls: 3.8317, loss: 3.8317, grad_norm: 1.0431 2020-10-06 21:04:09,716 - mmaction - INFO - Epoch [70][1240/1413] lr: 4.987e-01, eta: 3 days, 1:05:00, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2374, top5_acc: 0.4650, loss_cls: 3.7877, loss: 3.7877, grad_norm: 1.0399 2020-10-06 21:04:29,256 - mmaction - INFO - Epoch [70][1260/1413] lr: 4.987e-01, eta: 3 days, 1:04:36, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2331, top5_acc: 0.4564, loss_cls: 3.8671, loss: 3.8671, grad_norm: 1.0411 2020-10-06 21:04:48,820 - mmaction - INFO - Epoch [70][1280/1413] lr: 4.987e-01, eta: 3 days, 1:04:12, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2281, top5_acc: 0.4586, loss_cls: 3.8563, loss: 3.8563, grad_norm: 1.0314 2020-10-06 21:05:08,411 - mmaction - INFO - Epoch [70][1300/1413] lr: 4.987e-01, eta: 3 days, 1:03:48, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2292, top5_acc: 0.4540, loss_cls: 3.8452, loss: 3.8452, grad_norm: 1.0233 2020-10-06 21:05:28,017 - mmaction - INFO - Epoch [70][1320/1413] lr: 4.987e-01, eta: 3 days, 1:03:25, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2332, top5_acc: 0.4608, loss_cls: 3.8052, loss: 3.8052, grad_norm: 1.0401 2020-10-06 21:05:47,630 - mmaction - INFO - Epoch [70][1340/1413] lr: 4.987e-01, eta: 3 days, 1:03:02, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2315, top5_acc: 0.4573, loss_cls: 3.8393, loss: 3.8393, grad_norm: 1.0345 2020-10-06 21:06:07,229 - mmaction - INFO - Epoch [70][1360/1413] lr: 4.987e-01, eta: 3 days, 1:02:38, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2345, top5_acc: 0.4503, loss_cls: 3.8785, loss: 3.8785, grad_norm: 1.0351 2020-10-06 21:06:26,740 - mmaction - INFO - Epoch [70][1380/1413] lr: 4.987e-01, eta: 3 days, 1:02:14, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2352, top5_acc: 0.4605, loss_cls: 3.8271, loss: 3.8271, grad_norm: 1.0171 2020-10-06 21:06:46,278 - mmaction - INFO - Epoch [70][1400/1413] lr: 4.987e-01, eta: 3 days, 1:01:50, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2271, top5_acc: 0.4586, loss_cls: 3.8721, loss: 3.8721, grad_norm: 1.0288 2020-10-06 21:07:54,101 - mmaction - INFO - Epoch [71][20/1413] lr: 4.960e-01, eta: 3 days, 1:04:09, time: 2.667, data_time: 1.624, memory: 8482, top1_acc: 0.2357, top5_acc: 0.4599, loss_cls: 3.8127, loss: 3.8127, grad_norm: 1.0347 2020-10-06 21:08:13,439 - mmaction - INFO - Epoch [71][40/1413] lr: 4.960e-01, eta: 3 days, 1:03:43, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.2318, top5_acc: 0.4589, loss_cls: 3.8293, loss: 3.8293, grad_norm: 1.0286 2020-10-06 21:08:32,987 - mmaction - INFO - Epoch [71][60/1413] lr: 4.960e-01, eta: 3 days, 1:03:19, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2331, top5_acc: 0.4639, loss_cls: 3.8152, loss: 3.8152, grad_norm: 1.0395 2020-10-06 21:08:52,611 - mmaction - INFO - Epoch [71][80/1413] lr: 4.960e-01, eta: 3 days, 1:02:56, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2336, top5_acc: 0.4600, loss_cls: 3.8221, loss: 3.8221, grad_norm: 1.0389 2020-10-06 21:09:12,169 - mmaction - INFO - Epoch [71][100/1413] lr: 4.960e-01, eta: 3 days, 1:02:32, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2426, top5_acc: 0.4624, loss_cls: 3.8084, loss: 3.8084, grad_norm: 1.0442 2020-10-06 21:09:31,716 - mmaction - INFO - Epoch [71][120/1413] lr: 4.960e-01, eta: 3 days, 1:02:08, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2354, top5_acc: 0.4591, loss_cls: 3.8184, loss: 3.8184, grad_norm: 1.0296 2020-10-06 21:09:51,354 - mmaction - INFO - Epoch [71][140/1413] lr: 4.960e-01, eta: 3 days, 1:01:44, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2326, top5_acc: 0.4590, loss_cls: 3.8182, loss: 3.8182, grad_norm: 1.0320 2020-10-06 21:10:10,924 - mmaction - INFO - Epoch [71][160/1413] lr: 4.960e-01, eta: 3 days, 1:01:21, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2345, top5_acc: 0.4591, loss_cls: 3.8542, loss: 3.8542, grad_norm: 1.0448 2020-10-06 21:10:30,577 - mmaction - INFO - Epoch [71][180/1413] lr: 4.960e-01, eta: 3 days, 1:00:58, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2320, top5_acc: 0.4616, loss_cls: 3.8360, loss: 3.8360, grad_norm: 1.0341 2020-10-06 21:10:50,184 - mmaction - INFO - Epoch [71][200/1413] lr: 4.960e-01, eta: 3 days, 1:00:34, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2344, top5_acc: 0.4534, loss_cls: 3.8565, loss: 3.8565, grad_norm: 1.0371 2020-10-06 21:11:09,825 - mmaction - INFO - Epoch [71][220/1413] lr: 4.960e-01, eta: 3 days, 1:00:11, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2413, top5_acc: 0.4656, loss_cls: 3.7994, loss: 3.7994, grad_norm: 1.0365 2020-10-06 21:11:29,530 - mmaction - INFO - Epoch [71][240/1413] lr: 4.960e-01, eta: 3 days, 0:59:48, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2361, top5_acc: 0.4684, loss_cls: 3.7755, loss: 3.7755, grad_norm: 1.0498 2020-10-06 21:11:49,102 - mmaction - INFO - Epoch [71][260/1413] lr: 4.960e-01, eta: 3 days, 0:59:25, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2339, top5_acc: 0.4491, loss_cls: 3.8729, loss: 3.8729, grad_norm: 1.0380 2020-10-06 21:12:08,721 - mmaction - INFO - Epoch [71][280/1413] lr: 4.960e-01, eta: 3 days, 0:59:01, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2395, top5_acc: 0.4677, loss_cls: 3.8250, loss: 3.8250, grad_norm: 1.0237 2020-10-06 21:12:28,361 - mmaction - INFO - Epoch [71][300/1413] lr: 4.960e-01, eta: 3 days, 0:58:38, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2418, top5_acc: 0.4693, loss_cls: 3.7706, loss: 3.7706, grad_norm: 1.0161 2020-10-06 21:12:47,867 - mmaction - INFO - Epoch [71][320/1413] lr: 4.960e-01, eta: 3 days, 0:58:14, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2341, top5_acc: 0.4574, loss_cls: 3.8321, loss: 3.8321, grad_norm: 1.0368 2020-10-06 21:13:07,410 - mmaction - INFO - Epoch [71][340/1413] lr: 4.960e-01, eta: 3 days, 0:57:50, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2385, top5_acc: 0.4583, loss_cls: 3.8283, loss: 3.8283, grad_norm: 1.0320 2020-10-06 21:13:26,933 - mmaction - INFO - Epoch [71][360/1413] lr: 4.960e-01, eta: 3 days, 0:57:26, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2299, top5_acc: 0.4539, loss_cls: 3.8729, loss: 3.8729, grad_norm: 1.0415 2020-10-06 21:13:46,680 - mmaction - INFO - Epoch [71][380/1413] lr: 4.960e-01, eta: 3 days, 0:57:03, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.2354, top5_acc: 0.4590, loss_cls: 3.8177, loss: 3.8177, grad_norm: 1.0300 2020-10-06 21:14:06,304 - mmaction - INFO - Epoch [71][400/1413] lr: 4.960e-01, eta: 3 days, 0:56:40, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2353, top5_acc: 0.4555, loss_cls: 3.8224, loss: 3.8224, grad_norm: 1.0496 2020-10-06 21:14:26,067 - mmaction - INFO - Epoch [71][420/1413] lr: 4.960e-01, eta: 3 days, 0:56:18, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2275, top5_acc: 0.4513, loss_cls: 3.8590, loss: 3.8590, grad_norm: 1.0177 2020-10-06 21:14:45,727 - mmaction - INFO - Epoch [71][440/1413] lr: 4.960e-01, eta: 3 days, 0:55:55, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2332, top5_acc: 0.4669, loss_cls: 3.7947, loss: 3.7947, grad_norm: 1.0242 2020-10-06 21:15:05,462 - mmaction - INFO - Epoch [71][460/1413] lr: 4.960e-01, eta: 3 days, 0:55:33, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2370, top5_acc: 0.4676, loss_cls: 3.7991, loss: 3.7991, grad_norm: 1.0546 2020-10-06 21:15:25,108 - mmaction - INFO - Epoch [71][480/1413] lr: 4.960e-01, eta: 3 days, 0:55:10, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2281, top5_acc: 0.4482, loss_cls: 3.8699, loss: 3.8699, grad_norm: 1.0392 2020-10-06 21:15:44,716 - mmaction - INFO - Epoch [71][500/1413] lr: 4.960e-01, eta: 3 days, 0:54:46, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2359, top5_acc: 0.4719, loss_cls: 3.7980, loss: 3.7980, grad_norm: 1.0484 2020-10-06 21:16:04,310 - mmaction - INFO - Epoch [71][520/1413] lr: 4.960e-01, eta: 3 days, 0:54:23, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2339, top5_acc: 0.4543, loss_cls: 3.8586, loss: 3.8586, grad_norm: 1.0409 2020-10-06 21:16:23,890 - mmaction - INFO - Epoch [71][540/1413] lr: 4.960e-01, eta: 3 days, 0:53:59, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2372, top5_acc: 0.4617, loss_cls: 3.8155, loss: 3.8155, grad_norm: 1.0457 2020-10-06 21:16:43,522 - mmaction - INFO - Epoch [71][560/1413] lr: 4.960e-01, eta: 3 days, 0:53:36, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2353, top5_acc: 0.4617, loss_cls: 3.8022, loss: 3.8022, grad_norm: 1.0279 2020-10-06 21:17:03,283 - mmaction - INFO - Epoch [71][580/1413] lr: 4.960e-01, eta: 3 days, 0:53:14, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2400, top5_acc: 0.4691, loss_cls: 3.7859, loss: 3.7859, grad_norm: 1.0413 2020-10-06 21:17:22,883 - mmaction - INFO - Epoch [71][600/1413] lr: 4.960e-01, eta: 3 days, 0:52:50, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2335, top5_acc: 0.4591, loss_cls: 3.8359, loss: 3.8359, grad_norm: 1.0292 2020-10-06 21:17:42,558 - mmaction - INFO - Epoch [71][620/1413] lr: 4.960e-01, eta: 3 days, 0:52:28, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2365, top5_acc: 0.4585, loss_cls: 3.8288, loss: 3.8288, grad_norm: 1.0451 2020-10-06 21:18:02,205 - mmaction - INFO - Epoch [71][640/1413] lr: 4.960e-01, eta: 3 days, 0:52:05, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2272, top5_acc: 0.4583, loss_cls: 3.8538, loss: 3.8538, grad_norm: 1.0497 2020-10-06 21:18:21,728 - mmaction - INFO - Epoch [71][660/1413] lr: 4.960e-01, eta: 3 days, 0:51:41, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2445, top5_acc: 0.4727, loss_cls: 3.7723, loss: 3.7723, grad_norm: 1.0293 2020-10-06 21:18:41,328 - mmaction - INFO - Epoch [71][680/1413] lr: 4.960e-01, eta: 3 days, 0:51:17, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2227, top5_acc: 0.4518, loss_cls: 3.8601, loss: 3.8601, grad_norm: 1.0424 2020-10-06 21:19:00,883 - mmaction - INFO - Epoch [71][700/1413] lr: 4.960e-01, eta: 3 days, 0:50:54, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2233, top5_acc: 0.4548, loss_cls: 3.8788, loss: 3.8788, grad_norm: 1.0311 2020-10-06 21:19:20,551 - mmaction - INFO - Epoch [71][720/1413] lr: 4.960e-01, eta: 3 days, 0:50:31, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2366, top5_acc: 0.4618, loss_cls: 3.8291, loss: 3.8291, grad_norm: 1.0272 2020-10-06 21:19:40,169 - mmaction - INFO - Epoch [71][740/1413] lr: 4.960e-01, eta: 3 days, 0:50:07, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2273, top5_acc: 0.4487, loss_cls: 3.8735, loss: 3.8735, grad_norm: 1.0415 2020-10-06 21:19:59,770 - mmaction - INFO - Epoch [71][760/1413] lr: 4.960e-01, eta: 3 days, 0:49:44, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2362, top5_acc: 0.4600, loss_cls: 3.8148, loss: 3.8148, grad_norm: 1.0318 2020-10-06 21:20:19,325 - mmaction - INFO - Epoch [71][780/1413] lr: 4.960e-01, eta: 3 days, 0:49:20, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2439, top5_acc: 0.4625, loss_cls: 3.7931, loss: 3.7931, grad_norm: 1.0357 2020-10-06 21:20:38,952 - mmaction - INFO - Epoch [71][800/1413] lr: 4.960e-01, eta: 3 days, 0:48:57, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2327, top5_acc: 0.4604, loss_cls: 3.8347, loss: 3.8347, grad_norm: 1.0440 2020-10-06 21:20:58,691 - mmaction - INFO - Epoch [71][820/1413] lr: 4.960e-01, eta: 3 days, 0:48:35, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2280, top5_acc: 0.4589, loss_cls: 3.8556, loss: 3.8556, grad_norm: 1.0379 2020-10-06 21:21:18,357 - mmaction - INFO - Epoch [71][840/1413] lr: 4.960e-01, eta: 3 days, 0:48:12, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2326, top5_acc: 0.4686, loss_cls: 3.8030, loss: 3.8030, grad_norm: 1.0285 2020-10-06 21:21:37,873 - mmaction - INFO - Epoch [71][860/1413] lr: 4.960e-01, eta: 3 days, 0:47:48, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2320, top5_acc: 0.4561, loss_cls: 3.8585, loss: 3.8585, grad_norm: 1.0692 2020-10-06 21:21:57,515 - mmaction - INFO - Epoch [71][880/1413] lr: 4.960e-01, eta: 3 days, 0:47:25, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2238, top5_acc: 0.4410, loss_cls: 3.8990, loss: 3.8990, grad_norm: 1.0129 2020-10-06 21:22:17,160 - mmaction - INFO - Epoch [71][900/1413] lr: 4.960e-01, eta: 3 days, 0:47:02, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2296, top5_acc: 0.4565, loss_cls: 3.8332, loss: 3.8332, grad_norm: 1.0194 2020-10-06 21:22:36,780 - mmaction - INFO - Epoch [71][920/1413] lr: 4.960e-01, eta: 3 days, 0:46:39, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2285, top5_acc: 0.4586, loss_cls: 3.8428, loss: 3.8428, grad_norm: 1.0312 2020-10-06 21:22:56,360 - mmaction - INFO - Epoch [71][940/1413] lr: 4.960e-01, eta: 3 days, 0:46:15, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2361, top5_acc: 0.4651, loss_cls: 3.8164, loss: 3.8164, grad_norm: 1.0428 2020-10-06 21:23:16,018 - mmaction - INFO - Epoch [71][960/1413] lr: 4.960e-01, eta: 3 days, 0:45:53, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2368, top5_acc: 0.4616, loss_cls: 3.8158, loss: 3.8158, grad_norm: 1.0355 2020-10-06 21:23:35,596 - mmaction - INFO - Epoch [71][980/1413] lr: 4.960e-01, eta: 3 days, 0:45:29, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2220, top5_acc: 0.4503, loss_cls: 3.8739, loss: 3.8739, grad_norm: 1.0460 2020-10-06 21:23:55,230 - mmaction - INFO - Epoch [71][1000/1413] lr: 4.960e-01, eta: 3 days, 0:45:06, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2332, top5_acc: 0.4553, loss_cls: 3.8559, loss: 3.8559, grad_norm: 1.0218 2020-10-06 21:24:14,829 - mmaction - INFO - Epoch [71][1020/1413] lr: 4.960e-01, eta: 3 days, 0:44:43, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2345, top5_acc: 0.4650, loss_cls: 3.8244, loss: 3.8244, grad_norm: 1.0386 2020-10-06 21:24:34,462 - mmaction - INFO - Epoch [71][1040/1413] lr: 4.960e-01, eta: 3 days, 0:44:20, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2352, top5_acc: 0.4542, loss_cls: 3.8634, loss: 3.8634, grad_norm: 1.0363 2020-10-06 21:24:54,062 - mmaction - INFO - Epoch [71][1060/1413] lr: 4.960e-01, eta: 3 days, 0:43:56, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2326, top5_acc: 0.4521, loss_cls: 3.8526, loss: 3.8526, grad_norm: 1.0195 2020-10-06 21:25:13,748 - mmaction - INFO - Epoch [71][1080/1413] lr: 4.960e-01, eta: 3 days, 0:43:34, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2290, top5_acc: 0.4578, loss_cls: 3.8360, loss: 3.8360, grad_norm: 1.0246 2020-10-06 21:25:33,245 - mmaction - INFO - Epoch [71][1100/1413] lr: 4.960e-01, eta: 3 days, 0:43:09, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2456, top5_acc: 0.4719, loss_cls: 3.7638, loss: 3.7638, grad_norm: 1.0288 2020-10-06 21:25:52,786 - mmaction - INFO - Epoch [71][1120/1413] lr: 4.960e-01, eta: 3 days, 0:42:46, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2366, top5_acc: 0.4695, loss_cls: 3.7989, loss: 3.7989, grad_norm: 1.0528 2020-10-06 21:26:12,338 - mmaction - INFO - Epoch [71][1140/1413] lr: 4.960e-01, eta: 3 days, 0:42:22, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2329, top5_acc: 0.4625, loss_cls: 3.8323, loss: 3.8323, grad_norm: 1.0268 2020-10-06 21:26:32,014 - mmaction - INFO - Epoch [71][1160/1413] lr: 4.960e-01, eta: 3 days, 0:41:59, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2313, top5_acc: 0.4574, loss_cls: 3.8662, loss: 3.8662, grad_norm: 1.0166 2020-10-06 21:26:51,562 - mmaction - INFO - Epoch [71][1180/1413] lr: 4.960e-01, eta: 3 days, 0:41:36, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2349, top5_acc: 0.4536, loss_cls: 3.8722, loss: 3.8722, grad_norm: 1.0344 2020-10-06 21:27:11,134 - mmaction - INFO - Epoch [71][1200/1413] lr: 4.960e-01, eta: 3 days, 0:41:12, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2353, top5_acc: 0.4616, loss_cls: 3.8029, loss: 3.8029, grad_norm: 1.0382 2020-10-06 21:27:30,824 - mmaction - INFO - Epoch [71][1220/1413] lr: 4.960e-01, eta: 3 days, 0:40:50, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2363, top5_acc: 0.4626, loss_cls: 3.8289, loss: 3.8289, grad_norm: 1.0437 2020-10-06 21:27:50,403 - mmaction - INFO - Epoch [71][1240/1413] lr: 4.960e-01, eta: 3 days, 0:40:26, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2249, top5_acc: 0.4547, loss_cls: 3.8660, loss: 3.8660, grad_norm: 1.0265 2020-10-06 21:28:10,037 - mmaction - INFO - Epoch [71][1260/1413] lr: 4.960e-01, eta: 3 days, 0:40:03, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2350, top5_acc: 0.4600, loss_cls: 3.8216, loss: 3.8216, grad_norm: 1.0373 2020-10-06 21:28:29,587 - mmaction - INFO - Epoch [71][1280/1413] lr: 4.960e-01, eta: 3 days, 0:39:40, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2336, top5_acc: 0.4555, loss_cls: 3.8403, loss: 3.8403, grad_norm: 1.0381 2020-10-06 21:28:49,227 - mmaction - INFO - Epoch [71][1300/1413] lr: 4.960e-01, eta: 3 days, 0:39:17, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2331, top5_acc: 0.4479, loss_cls: 3.8911, loss: 3.8911, grad_norm: 1.0237 2020-10-06 21:29:08,777 - mmaction - INFO - Epoch [71][1320/1413] lr: 4.960e-01, eta: 3 days, 0:38:53, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2309, top5_acc: 0.4529, loss_cls: 3.8664, loss: 3.8664, grad_norm: 1.0229 2020-10-06 21:29:28,413 - mmaction - INFO - Epoch [71][1340/1413] lr: 4.960e-01, eta: 3 days, 0:38:30, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2299, top5_acc: 0.4582, loss_cls: 3.8687, loss: 3.8687, grad_norm: 1.0375 2020-10-06 21:29:47,960 - mmaction - INFO - Epoch [71][1360/1413] lr: 4.960e-01, eta: 3 days, 0:38:06, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2290, top5_acc: 0.4562, loss_cls: 3.8417, loss: 3.8417, grad_norm: 1.0301 2020-10-06 21:30:07,617 - mmaction - INFO - Epoch [71][1380/1413] lr: 4.960e-01, eta: 3 days, 0:37:43, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2305, top5_acc: 0.4578, loss_cls: 3.8522, loss: 3.8522, grad_norm: 1.0591 2020-10-06 21:30:26,407 - mmaction - INFO - Epoch [71][1400/1413] lr: 4.960e-01, eta: 3 days, 0:37:14, time: 0.940, data_time: 0.002, memory: 8482, top1_acc: 0.2319, top5_acc: 0.4572, loss_cls: 3.8427, loss: 3.8427, grad_norm: 1.0237 2020-10-06 21:31:30,454 - mmaction - INFO - Epoch [72][20/1413] lr: 4.931e-01, eta: 3 days, 0:39:03, time: 2.536, data_time: 1.482, memory: 8482, top1_acc: 0.2294, top5_acc: 0.4583, loss_cls: 3.8462, loss: 3.8462, grad_norm: 1.0386 2020-10-06 21:31:49,716 - mmaction - INFO - Epoch [72][40/1413] lr: 4.931e-01, eta: 3 days, 0:38:37, time: 0.963, data_time: 0.002, memory: 8482, top1_acc: 0.2319, top5_acc: 0.4602, loss_cls: 3.8217, loss: 3.8217, grad_norm: 1.0365 2020-10-06 21:32:09,239 - mmaction - INFO - Epoch [72][60/1413] lr: 4.931e-01, eta: 3 days, 0:38:13, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2426, top5_acc: 0.4654, loss_cls: 3.8036, loss: 3.8036, grad_norm: 1.0472 2020-10-06 21:32:28,954 - mmaction - INFO - Epoch [72][80/1413] lr: 4.931e-01, eta: 3 days, 0:37:51, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2376, top5_acc: 0.4704, loss_cls: 3.7993, loss: 3.7993, grad_norm: 1.0216 2020-10-06 21:32:48,657 - mmaction - INFO - Epoch [72][100/1413] lr: 4.931e-01, eta: 3 days, 0:37:28, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2405, top5_acc: 0.4677, loss_cls: 3.7753, loss: 3.7753, grad_norm: 1.0393 2020-10-06 21:33:08,328 - mmaction - INFO - Epoch [72][120/1413] lr: 4.931e-01, eta: 3 days, 0:37:06, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2387, top5_acc: 0.4665, loss_cls: 3.8120, loss: 3.8120, grad_norm: 1.0432 2020-10-06 21:33:28,006 - mmaction - INFO - Epoch [72][140/1413] lr: 4.931e-01, eta: 3 days, 0:36:43, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2344, top5_acc: 0.4540, loss_cls: 3.8448, loss: 3.8448, grad_norm: 1.0340 2020-10-06 21:33:47,587 - mmaction - INFO - Epoch [72][160/1413] lr: 4.931e-01, eta: 3 days, 0:36:19, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2402, top5_acc: 0.4724, loss_cls: 3.8007, loss: 3.8007, grad_norm: 1.0345 2020-10-06 21:34:07,283 - mmaction - INFO - Epoch [72][180/1413] lr: 4.931e-01, eta: 3 days, 0:35:57, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2405, top5_acc: 0.4637, loss_cls: 3.7921, loss: 3.7921, grad_norm: 1.0507 2020-10-06 21:34:26,840 - mmaction - INFO - Epoch [72][200/1413] lr: 4.931e-01, eta: 3 days, 0:35:33, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2415, top5_acc: 0.4622, loss_cls: 3.7975, loss: 3.7975, grad_norm: 1.0532 2020-10-06 21:34:46,591 - mmaction - INFO - Epoch [72][220/1413] lr: 4.931e-01, eta: 3 days, 0:35:11, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2339, top5_acc: 0.4629, loss_cls: 3.8220, loss: 3.8220, grad_norm: 1.0521 2020-10-06 21:35:06,295 - mmaction - INFO - Epoch [72][240/1413] lr: 4.931e-01, eta: 3 days, 0:34:49, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2306, top5_acc: 0.4594, loss_cls: 3.8342, loss: 3.8342, grad_norm: 1.0385 2020-10-06 21:35:25,984 - mmaction - INFO - Epoch [72][260/1413] lr: 4.931e-01, eta: 3 days, 0:34:26, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2316, top5_acc: 0.4617, loss_cls: 3.8134, loss: 3.8134, grad_norm: 1.0604 2020-10-06 21:35:45,707 - mmaction - INFO - Epoch [72][280/1413] lr: 4.931e-01, eta: 3 days, 0:34:04, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2204, top5_acc: 0.4504, loss_cls: 3.8783, loss: 3.8783, grad_norm: 1.0098 2020-10-06 21:36:05,252 - mmaction - INFO - Epoch [72][300/1413] lr: 4.931e-01, eta: 3 days, 0:33:40, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2368, top5_acc: 0.4643, loss_cls: 3.8083, loss: 3.8083, grad_norm: 1.0306 2020-10-06 21:36:24,950 - mmaction - INFO - Epoch [72][320/1413] lr: 4.931e-01, eta: 3 days, 0:33:18, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2306, top5_acc: 0.4607, loss_cls: 3.7979, loss: 3.7979, grad_norm: 1.0378 2020-10-06 21:36:44,446 - mmaction - INFO - Epoch [72][340/1413] lr: 4.931e-01, eta: 3 days, 0:32:54, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2423, top5_acc: 0.4624, loss_cls: 3.7996, loss: 3.7996, grad_norm: 1.0330 2020-10-06 21:37:04,097 - mmaction - INFO - Epoch [72][360/1413] lr: 4.931e-01, eta: 3 days, 0:32:31, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2322, top5_acc: 0.4577, loss_cls: 3.8462, loss: 3.8462, grad_norm: 1.0457 2020-10-06 21:37:23,736 - mmaction - INFO - Epoch [72][380/1413] lr: 4.931e-01, eta: 3 days, 0:32:08, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2349, top5_acc: 0.4618, loss_cls: 3.8197, loss: 3.8197, grad_norm: 1.0312 2020-10-06 21:37:43,342 - mmaction - INFO - Epoch [72][400/1413] lr: 4.931e-01, eta: 3 days, 0:31:45, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2350, top5_acc: 0.4543, loss_cls: 3.8476, loss: 3.8476, grad_norm: 1.0325 2020-10-06 21:38:03,004 - mmaction - INFO - Epoch [72][420/1413] lr: 4.931e-01, eta: 3 days, 0:31:22, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2366, top5_acc: 0.4658, loss_cls: 3.8081, loss: 3.8081, grad_norm: 1.0627 2020-10-06 21:38:22,550 - mmaction - INFO - Epoch [72][440/1413] lr: 4.931e-01, eta: 3 days, 0:30:58, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2371, top5_acc: 0.4684, loss_cls: 3.7789, loss: 3.7789, grad_norm: 1.0492 2020-10-06 21:38:42,064 - mmaction - INFO - Epoch [72][460/1413] lr: 4.931e-01, eta: 3 days, 0:30:34, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2355, top5_acc: 0.4646, loss_cls: 3.8357, loss: 3.8357, grad_norm: 1.0386 2020-10-06 21:39:01,638 - mmaction - INFO - Epoch [72][480/1413] lr: 4.931e-01, eta: 3 days, 0:30:11, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2404, top5_acc: 0.4702, loss_cls: 3.8083, loss: 3.8083, grad_norm: 1.0538 2020-10-06 21:39:21,171 - mmaction - INFO - Epoch [72][500/1413] lr: 4.931e-01, eta: 3 days, 0:29:47, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2358, top5_acc: 0.4574, loss_cls: 3.8375, loss: 3.8375, grad_norm: 1.0419 2020-10-06 21:39:40,687 - mmaction - INFO - Epoch [72][520/1413] lr: 4.931e-01, eta: 3 days, 0:29:23, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2341, top5_acc: 0.4643, loss_cls: 3.8322, loss: 3.8322, grad_norm: 1.0416 2020-10-06 21:40:00,367 - mmaction - INFO - Epoch [72][540/1413] lr: 4.931e-01, eta: 3 days, 0:29:01, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2374, top5_acc: 0.4578, loss_cls: 3.8294, loss: 3.8294, grad_norm: 1.0392 2020-10-06 21:40:19,971 - mmaction - INFO - Epoch [72][560/1413] lr: 4.931e-01, eta: 3 days, 0:28:38, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2345, top5_acc: 0.4586, loss_cls: 3.8527, loss: 3.8527, grad_norm: 1.0375 2020-10-06 21:40:39,424 - mmaction - INFO - Epoch [72][580/1413] lr: 4.931e-01, eta: 3 days, 0:28:13, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.2358, top5_acc: 0.4762, loss_cls: 3.7834, loss: 3.7834, grad_norm: 1.0467 2020-10-06 21:40:59,087 - mmaction - INFO - Epoch [72][600/1413] lr: 4.931e-01, eta: 3 days, 0:27:50, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2344, top5_acc: 0.4583, loss_cls: 3.8622, loss: 3.8622, grad_norm: 1.0225 2020-10-06 21:41:18,770 - mmaction - INFO - Epoch [72][620/1413] lr: 4.931e-01, eta: 3 days, 0:27:28, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2346, top5_acc: 0.4617, loss_cls: 3.8048, loss: 3.8048, grad_norm: 1.0432 2020-10-06 21:41:38,309 - mmaction - INFO - Epoch [72][640/1413] lr: 4.931e-01, eta: 3 days, 0:27:04, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2375, top5_acc: 0.4573, loss_cls: 3.8407, loss: 3.8407, grad_norm: 1.0366 2020-10-06 21:41:57,872 - mmaction - INFO - Epoch [72][660/1413] lr: 4.931e-01, eta: 3 days, 0:26:41, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2378, top5_acc: 0.4617, loss_cls: 3.8193, loss: 3.8193, grad_norm: 1.0310 2020-10-06 21:42:17,617 - mmaction - INFO - Epoch [72][680/1413] lr: 4.931e-01, eta: 3 days, 0:26:19, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2315, top5_acc: 0.4565, loss_cls: 3.8257, loss: 3.8257, grad_norm: 1.0344 2020-10-06 21:42:37,249 - mmaction - INFO - Epoch [72][700/1413] lr: 4.931e-01, eta: 3 days, 0:25:56, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2288, top5_acc: 0.4534, loss_cls: 3.8437, loss: 3.8437, grad_norm: 1.0297 2020-10-06 21:42:56,769 - mmaction - INFO - Epoch [72][720/1413] lr: 4.931e-01, eta: 3 days, 0:25:32, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2358, top5_acc: 0.4660, loss_cls: 3.8232, loss: 3.8232, grad_norm: 1.0467 2020-10-06 21:43:16,386 - mmaction - INFO - Epoch [72][740/1413] lr: 4.931e-01, eta: 3 days, 0:25:09, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2286, top5_acc: 0.4585, loss_cls: 3.8319, loss: 3.8319, grad_norm: 1.0515 2020-10-06 21:43:35,877 - mmaction - INFO - Epoch [72][760/1413] lr: 4.931e-01, eta: 3 days, 0:24:45, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2342, top5_acc: 0.4611, loss_cls: 3.8007, loss: 3.8007, grad_norm: 1.0455 2020-10-06 21:43:55,523 - mmaction - INFO - Epoch [72][780/1413] lr: 4.931e-01, eta: 3 days, 0:24:22, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2426, top5_acc: 0.4652, loss_cls: 3.7950, loss: 3.7950, grad_norm: 1.0383 2020-10-06 21:44:15,098 - mmaction - INFO - Epoch [72][800/1413] lr: 4.931e-01, eta: 3 days, 0:23:59, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2202, top5_acc: 0.4461, loss_cls: 3.8965, loss: 3.8965, grad_norm: 1.0298 2020-10-06 21:44:34,655 - mmaction - INFO - Epoch [72][820/1413] lr: 4.931e-01, eta: 3 days, 0:23:35, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2354, top5_acc: 0.4552, loss_cls: 3.8145, loss: 3.8145, grad_norm: 1.0384 2020-10-06 21:44:54,196 - mmaction - INFO - Epoch [72][840/1413] lr: 4.931e-01, eta: 3 days, 0:23:12, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2340, top5_acc: 0.4548, loss_cls: 3.8361, loss: 3.8361, grad_norm: 1.0370 2020-10-06 21:45:13,809 - mmaction - INFO - Epoch [72][860/1413] lr: 4.931e-01, eta: 3 days, 0:22:49, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2341, top5_acc: 0.4607, loss_cls: 3.8222, loss: 3.8222, grad_norm: 1.0292 2020-10-06 21:45:33,440 - mmaction - INFO - Epoch [72][880/1413] lr: 4.931e-01, eta: 3 days, 0:22:26, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2379, top5_acc: 0.4643, loss_cls: 3.7914, loss: 3.7914, grad_norm: 1.0479 2020-10-06 21:45:53,084 - mmaction - INFO - Epoch [72][900/1413] lr: 4.931e-01, eta: 3 days, 0:22:03, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2358, top5_acc: 0.4691, loss_cls: 3.8014, loss: 3.8014, grad_norm: 1.0462 2020-10-06 21:46:12,676 - mmaction - INFO - Epoch [72][920/1413] lr: 4.931e-01, eta: 3 days, 0:21:40, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2418, top5_acc: 0.4602, loss_cls: 3.8084, loss: 3.8084, grad_norm: 1.0251 2020-10-06 21:46:32,284 - mmaction - INFO - Epoch [72][940/1413] lr: 4.931e-01, eta: 3 days, 0:21:17, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2319, top5_acc: 0.4542, loss_cls: 3.8105, loss: 3.8105, grad_norm: 1.0657 2020-10-06 21:46:51,791 - mmaction - INFO - Epoch [72][960/1413] lr: 4.931e-01, eta: 3 days, 0:20:53, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2309, top5_acc: 0.4633, loss_cls: 3.8235, loss: 3.8235, grad_norm: 1.0389 2020-10-06 21:47:11,410 - mmaction - INFO - Epoch [72][980/1413] lr: 4.931e-01, eta: 3 days, 0:20:30, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2311, top5_acc: 0.4549, loss_cls: 3.8611, loss: 3.8611, grad_norm: 1.0258 2020-10-06 21:47:31,003 - mmaction - INFO - Epoch [72][1000/1413] lr: 4.931e-01, eta: 3 days, 0:20:07, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2430, top5_acc: 0.4698, loss_cls: 3.7898, loss: 3.7898, grad_norm: 1.0431 2020-10-06 21:47:50,453 - mmaction - INFO - Epoch [72][1020/1413] lr: 4.931e-01, eta: 3 days, 0:19:42, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.2324, top5_acc: 0.4635, loss_cls: 3.8398, loss: 3.8398, grad_norm: 1.0304 2020-10-06 21:48:10,118 - mmaction - INFO - Epoch [72][1040/1413] lr: 4.931e-01, eta: 3 days, 0:19:20, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2249, top5_acc: 0.4512, loss_cls: 3.8657, loss: 3.8657, grad_norm: 1.0494 2020-10-06 21:48:29,648 - mmaction - INFO - Epoch [72][1060/1413] lr: 4.931e-01, eta: 3 days, 0:18:56, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2350, top5_acc: 0.4626, loss_cls: 3.8149, loss: 3.8149, grad_norm: 1.0305 2020-10-06 21:48:49,320 - mmaction - INFO - Epoch [72][1080/1413] lr: 4.931e-01, eta: 3 days, 0:18:34, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2366, top5_acc: 0.4625, loss_cls: 3.8192, loss: 3.8192, grad_norm: 1.0482 2020-10-06 21:49:08,892 - mmaction - INFO - Epoch [72][1100/1413] lr: 4.931e-01, eta: 3 days, 0:18:10, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2307, top5_acc: 0.4500, loss_cls: 3.8534, loss: 3.8534, grad_norm: 1.0484 2020-10-06 21:49:28,548 - mmaction - INFO - Epoch [72][1120/1413] lr: 4.931e-01, eta: 3 days, 0:17:48, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2372, top5_acc: 0.4605, loss_cls: 3.8182, loss: 3.8182, grad_norm: 1.0270 2020-10-06 21:49:48,179 - mmaction - INFO - Epoch [72][1140/1413] lr: 4.931e-01, eta: 3 days, 0:17:25, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2262, top5_acc: 0.4527, loss_cls: 3.8745, loss: 3.8745, grad_norm: 1.0515 2020-10-06 21:50:07,781 - mmaction - INFO - Epoch [72][1160/1413] lr: 4.931e-01, eta: 3 days, 0:17:02, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2315, top5_acc: 0.4599, loss_cls: 3.8472, loss: 3.8472, grad_norm: 1.0246 2020-10-06 21:50:27,360 - mmaction - INFO - Epoch [72][1180/1413] lr: 4.931e-01, eta: 3 days, 0:16:39, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2419, top5_acc: 0.4660, loss_cls: 3.8119, loss: 3.8119, grad_norm: 1.0388 2020-10-06 21:50:46,906 - mmaction - INFO - Epoch [72][1200/1413] lr: 4.931e-01, eta: 3 days, 0:16:15, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2298, top5_acc: 0.4505, loss_cls: 3.8783, loss: 3.8783, grad_norm: 1.0297 2020-10-06 21:51:06,457 - mmaction - INFO - Epoch [72][1220/1413] lr: 4.931e-01, eta: 3 days, 0:15:51, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2298, top5_acc: 0.4565, loss_cls: 3.8445, loss: 3.8445, grad_norm: 1.0227 2020-10-06 21:51:26,084 - mmaction - INFO - Epoch [72][1240/1413] lr: 4.931e-01, eta: 3 days, 0:15:29, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2395, top5_acc: 0.4602, loss_cls: 3.8064, loss: 3.8064, grad_norm: 1.0086 2020-10-06 21:51:45,737 - mmaction - INFO - Epoch [72][1260/1413] lr: 4.931e-01, eta: 3 days, 0:15:06, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2241, top5_acc: 0.4559, loss_cls: 3.8491, loss: 3.8491, grad_norm: 1.0672 2020-10-06 21:52:05,406 - mmaction - INFO - Epoch [72][1280/1413] lr: 4.931e-01, eta: 3 days, 0:14:44, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2264, top5_acc: 0.4604, loss_cls: 3.8420, loss: 3.8420, grad_norm: 1.0191 2020-10-06 21:52:25,079 - mmaction - INFO - Epoch [72][1300/1413] lr: 4.931e-01, eta: 3 days, 0:14:21, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2414, top5_acc: 0.4707, loss_cls: 3.7943, loss: 3.7943, grad_norm: 1.0344 2020-10-06 21:52:44,716 - mmaction - INFO - Epoch [72][1320/1413] lr: 4.931e-01, eta: 3 days, 0:13:58, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2345, top5_acc: 0.4704, loss_cls: 3.8006, loss: 3.8006, grad_norm: 1.0356 2020-10-06 21:53:04,293 - mmaction - INFO - Epoch [72][1340/1413] lr: 4.931e-01, eta: 3 days, 0:13:35, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2371, top5_acc: 0.4712, loss_cls: 3.8043, loss: 3.8043, grad_norm: 1.0640 2020-10-06 21:53:23,869 - mmaction - INFO - Epoch [72][1360/1413] lr: 4.931e-01, eta: 3 days, 0:13:12, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2372, top5_acc: 0.4667, loss_cls: 3.8178, loss: 3.8178, grad_norm: 1.0325 2020-10-06 21:53:43,510 - mmaction - INFO - Epoch [72][1380/1413] lr: 4.931e-01, eta: 3 days, 0:12:49, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2272, top5_acc: 0.4534, loss_cls: 3.8694, loss: 3.8694, grad_norm: 1.0505 2020-10-06 21:54:03,078 - mmaction - INFO - Epoch [72][1400/1413] lr: 4.931e-01, eta: 3 days, 0:12:26, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2340, top5_acc: 0.4570, loss_cls: 3.8409, loss: 3.8409, grad_norm: 1.0475 2020-10-06 21:54:16,266 - mmaction - INFO - Saving checkpoint at 72 epochs 2020-10-06 21:55:40,133 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-06 21:55:42,702 - mmaction - INFO - top1_acc 0.2270 top5_acc 0.4577 2020-10-06 21:55:42,702 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-06 21:55:42,820 - mmaction - INFO - mean_acc 0.2268 2020-10-06 21:55:42,820 - mmaction - INFO - Now best checkpoint is epoch_72.pth 2020-10-06 21:55:42,839 - mmaction - INFO - Epoch(val) [72][1413] top1_acc: 0.2270, top5_acc: 0.4577, mean_class_accuracy: 0.2268 2020-10-06 21:56:28,926 - mmaction - INFO - Epoch [73][20/1413] lr: 4.903e-01, eta: 3 days, 0:13:33, time: 2.302, data_time: 1.201, memory: 8482, top1_acc: 0.2358, top5_acc: 0.4634, loss_cls: 3.8040, loss: 3.8040, grad_norm: 1.0326 2020-10-06 21:56:48,209 - mmaction - INFO - Epoch [73][40/1413] lr: 4.903e-01, eta: 3 days, 0:13:07, time: 0.964, data_time: 0.002, memory: 8482, top1_acc: 0.2372, top5_acc: 0.4677, loss_cls: 3.7911, loss: 3.7911, grad_norm: 1.0352 2020-10-06 21:57:07,687 - mmaction - INFO - Epoch [73][60/1413] lr: 4.903e-01, eta: 3 days, 0:12:43, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2355, top5_acc: 0.4625, loss_cls: 3.8316, loss: 3.8316, grad_norm: 1.0363 2020-10-06 21:57:27,243 - mmaction - INFO - Epoch [73][80/1413] lr: 4.903e-01, eta: 3 days, 0:12:20, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2436, top5_acc: 0.4783, loss_cls: 3.7469, loss: 3.7469, grad_norm: 1.0368 2020-10-06 21:57:46,909 - mmaction - INFO - Epoch [73][100/1413] lr: 4.903e-01, eta: 3 days, 0:11:57, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2438, top5_acc: 0.4674, loss_cls: 3.7970, loss: 3.7970, grad_norm: 1.0285 2020-10-06 21:58:06,402 - mmaction - INFO - Epoch [73][120/1413] lr: 4.903e-01, eta: 3 days, 0:11:33, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.2419, top5_acc: 0.4689, loss_cls: 3.8008, loss: 3.8008, grad_norm: 1.0423 2020-10-06 21:58:25,893 - mmaction - INFO - Epoch [73][140/1413] lr: 4.903e-01, eta: 3 days, 0:11:09, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2419, top5_acc: 0.4602, loss_cls: 3.8194, loss: 3.8194, grad_norm: 1.0379 2020-10-06 21:58:45,426 - mmaction - INFO - Epoch [73][160/1413] lr: 4.903e-01, eta: 3 days, 0:10:46, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2367, top5_acc: 0.4699, loss_cls: 3.8135, loss: 3.8135, grad_norm: 1.0284 2020-10-06 21:59:04,943 - mmaction - INFO - Epoch [73][180/1413] lr: 4.903e-01, eta: 3 days, 0:10:22, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2275, top5_acc: 0.4561, loss_cls: 3.8359, loss: 3.8359, grad_norm: 1.0455 2020-10-06 21:59:24,622 - mmaction - INFO - Epoch [73][200/1413] lr: 4.903e-01, eta: 3 days, 0:10:00, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2397, top5_acc: 0.4678, loss_cls: 3.8143, loss: 3.8143, grad_norm: 1.0234 2020-10-06 21:59:44,243 - mmaction - INFO - Epoch [73][220/1413] lr: 4.903e-01, eta: 3 days, 0:09:37, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2482, top5_acc: 0.4745, loss_cls: 3.7551, loss: 3.7551, grad_norm: 1.0499 2020-10-06 22:00:04,239 - mmaction - INFO - Epoch [73][240/1413] lr: 4.903e-01, eta: 3 days, 0:09:16, time: 0.992, data_time: 0.002, memory: 8482, top1_acc: 0.2380, top5_acc: 0.4576, loss_cls: 3.8209, loss: 3.8209, grad_norm: 1.0426 2020-10-06 22:00:23,768 - mmaction - INFO - Epoch [73][260/1413] lr: 4.903e-01, eta: 3 days, 0:08:53, time: 0.985, data_time: 0.010, memory: 8482, top1_acc: 0.2298, top5_acc: 0.4605, loss_cls: 3.8285, loss: 3.8285, grad_norm: 1.0701 2020-10-06 22:00:43,488 - mmaction - INFO - Epoch [73][280/1413] lr: 4.903e-01, eta: 3 days, 0:08:31, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2497, top5_acc: 0.4680, loss_cls: 3.7869, loss: 3.7869, grad_norm: 1.0294 2020-10-06 22:01:03,144 - mmaction - INFO - Epoch [73][300/1413] lr: 4.903e-01, eta: 3 days, 0:08:09, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2371, top5_acc: 0.4701, loss_cls: 3.7772, loss: 3.7772, grad_norm: 1.0529 2020-10-06 22:01:22,779 - mmaction - INFO - Epoch [73][320/1413] lr: 4.903e-01, eta: 3 days, 0:07:46, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2319, top5_acc: 0.4544, loss_cls: 3.8560, loss: 3.8560, grad_norm: 1.0321 2020-10-06 22:01:42,279 - mmaction - INFO - Epoch [73][340/1413] lr: 4.903e-01, eta: 3 days, 0:07:22, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2350, top5_acc: 0.4680, loss_cls: 3.8116, loss: 3.8116, grad_norm: 1.0370 2020-10-06 22:02:01,863 - mmaction - INFO - Epoch [73][360/1413] lr: 4.903e-01, eta: 3 days, 0:06:59, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2427, top5_acc: 0.4714, loss_cls: 3.7765, loss: 3.7765, grad_norm: 1.0474 2020-10-06 22:02:21,391 - mmaction - INFO - Epoch [73][380/1413] lr: 4.903e-01, eta: 3 days, 0:06:35, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2346, top5_acc: 0.4551, loss_cls: 3.8532, loss: 3.8532, grad_norm: 1.0538 2020-10-06 22:02:41,035 - mmaction - INFO - Epoch [73][400/1413] lr: 4.903e-01, eta: 3 days, 0:06:13, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2361, top5_acc: 0.4565, loss_cls: 3.8213, loss: 3.8213, grad_norm: 1.0529 2020-10-06 22:03:00,577 - mmaction - INFO - Epoch [73][420/1413] lr: 4.903e-01, eta: 3 days, 0:05:49, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2435, top5_acc: 0.4654, loss_cls: 3.7934, loss: 3.7934, grad_norm: 1.0305 2020-10-06 22:03:20,204 - mmaction - INFO - Epoch [73][440/1413] lr: 4.903e-01, eta: 3 days, 0:05:26, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2348, top5_acc: 0.4518, loss_cls: 3.8285, loss: 3.8285, grad_norm: 1.0218 2020-10-06 22:03:39,690 - mmaction - INFO - Epoch [73][460/1413] lr: 4.903e-01, eta: 3 days, 0:05:03, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2332, top5_acc: 0.4620, loss_cls: 3.8347, loss: 3.8347, grad_norm: 1.0288 2020-10-06 22:03:59,179 - mmaction - INFO - Epoch [73][480/1413] lr: 4.903e-01, eta: 3 days, 0:04:39, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.2395, top5_acc: 0.4704, loss_cls: 3.7946, loss: 3.7946, grad_norm: 1.0318 2020-10-06 22:04:18,735 - mmaction - INFO - Epoch [73][500/1413] lr: 4.903e-01, eta: 3 days, 0:04:15, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2371, top5_acc: 0.4624, loss_cls: 3.8360, loss: 3.8360, grad_norm: 1.0467 2020-10-06 22:04:38,316 - mmaction - INFO - Epoch [73][520/1413] lr: 4.903e-01, eta: 3 days, 0:03:52, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2395, top5_acc: 0.4682, loss_cls: 3.8192, loss: 3.8192, grad_norm: 1.0243 2020-10-06 22:04:57,887 - mmaction - INFO - Epoch [73][540/1413] lr: 4.903e-01, eta: 3 days, 0:03:29, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2353, top5_acc: 0.4622, loss_cls: 3.8359, loss: 3.8359, grad_norm: 1.0299 2020-10-06 22:05:17,371 - mmaction - INFO - Epoch [73][560/1413] lr: 4.903e-01, eta: 3 days, 0:03:05, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.2405, top5_acc: 0.4641, loss_cls: 3.8149, loss: 3.8149, grad_norm: 1.0355 2020-10-06 22:05:36,819 - mmaction - INFO - Epoch [73][580/1413] lr: 4.903e-01, eta: 3 days, 0:02:41, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2323, top5_acc: 0.4582, loss_cls: 3.8386, loss: 3.8386, grad_norm: 1.0295 2020-10-06 22:05:56,433 - mmaction - INFO - Epoch [73][600/1413] lr: 4.903e-01, eta: 3 days, 0:02:18, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2296, top5_acc: 0.4562, loss_cls: 3.8544, loss: 3.8544, grad_norm: 1.0518 2020-10-06 22:06:16,072 - mmaction - INFO - Epoch [73][620/1413] lr: 4.903e-01, eta: 3 days, 0:01:55, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2405, top5_acc: 0.4671, loss_cls: 3.8243, loss: 3.8243, grad_norm: 1.0282 2020-10-06 22:06:35,681 - mmaction - INFO - Epoch [73][640/1413] lr: 4.903e-01, eta: 3 days, 0:01:33, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2456, top5_acc: 0.4698, loss_cls: 3.7772, loss: 3.7772, grad_norm: 1.0457 2020-10-06 22:06:55,260 - mmaction - INFO - Epoch [73][660/1413] lr: 4.903e-01, eta: 3 days, 0:01:09, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2288, top5_acc: 0.4529, loss_cls: 3.8724, loss: 3.8724, grad_norm: 1.0491 2020-10-06 22:07:14,813 - mmaction - INFO - Epoch [73][680/1413] lr: 4.903e-01, eta: 3 days, 0:00:46, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2410, top5_acc: 0.4612, loss_cls: 3.8078, loss: 3.8078, grad_norm: 1.0341 2020-10-06 22:07:34,458 - mmaction - INFO - Epoch [73][700/1413] lr: 4.903e-01, eta: 3 days, 0:00:23, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2340, top5_acc: 0.4628, loss_cls: 3.8109, loss: 3.8109, grad_norm: 1.0542 2020-10-06 22:07:53,978 - mmaction - INFO - Epoch [73][720/1413] lr: 4.903e-01, eta: 3 days, 0:00:00, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2395, top5_acc: 0.4634, loss_cls: 3.7970, loss: 3.7970, grad_norm: 1.0376 2020-10-06 22:08:13,702 - mmaction - INFO - Epoch [73][740/1413] lr: 4.903e-01, eta: 2 days, 23:59:38, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2378, top5_acc: 0.4707, loss_cls: 3.7631, loss: 3.7631, grad_norm: 1.0555 2020-10-06 22:08:33,215 - mmaction - INFO - Epoch [73][760/1413] lr: 4.903e-01, eta: 2 days, 23:59:14, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2370, top5_acc: 0.4671, loss_cls: 3.7827, loss: 3.7827, grad_norm: 1.0453 2020-10-06 22:08:52,812 - mmaction - INFO - Epoch [73][780/1413] lr: 4.903e-01, eta: 2 days, 23:58:51, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2280, top5_acc: 0.4542, loss_cls: 3.8749, loss: 3.8749, grad_norm: 1.0368 2020-10-06 22:09:12,426 - mmaction - INFO - Epoch [73][800/1413] lr: 4.903e-01, eta: 2 days, 23:58:28, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2406, top5_acc: 0.4617, loss_cls: 3.8176, loss: 3.8176, grad_norm: 1.0164 2020-10-06 22:09:32,025 - mmaction - INFO - Epoch [73][820/1413] lr: 4.903e-01, eta: 2 days, 23:58:06, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2428, top5_acc: 0.4701, loss_cls: 3.8014, loss: 3.8014, grad_norm: 1.0599 2020-10-06 22:09:51,689 - mmaction - INFO - Epoch [73][840/1413] lr: 4.903e-01, eta: 2 days, 23:57:43, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2279, top5_acc: 0.4525, loss_cls: 3.8932, loss: 3.8932, grad_norm: 1.0410 2020-10-06 22:10:11,447 - mmaction - INFO - Epoch [73][860/1413] lr: 4.903e-01, eta: 2 days, 23:57:21, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2232, top5_acc: 0.4458, loss_cls: 3.8855, loss: 3.8855, grad_norm: 1.0344 2020-10-06 22:10:31,158 - mmaction - INFO - Epoch [73][880/1413] lr: 4.903e-01, eta: 2 days, 23:56:59, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2435, top5_acc: 0.4716, loss_cls: 3.7609, loss: 3.7609, grad_norm: 1.0565 2020-10-06 22:10:50,778 - mmaction - INFO - Epoch [73][900/1413] lr: 4.903e-01, eta: 2 days, 23:56:37, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2241, top5_acc: 0.4542, loss_cls: 3.8803, loss: 3.8803, grad_norm: 1.0421 2020-10-06 22:11:10,309 - mmaction - INFO - Epoch [73][920/1413] lr: 4.903e-01, eta: 2 days, 23:56:13, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2375, top5_acc: 0.4583, loss_cls: 3.8398, loss: 3.8398, grad_norm: 1.0482 2020-10-06 22:11:29,788 - mmaction - INFO - Epoch [73][940/1413] lr: 4.903e-01, eta: 2 days, 23:55:49, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.2335, top5_acc: 0.4672, loss_cls: 3.7974, loss: 3.7974, grad_norm: 1.0339 2020-10-06 22:11:49,364 - mmaction - INFO - Epoch [73][960/1413] lr: 4.903e-01, eta: 2 days, 23:55:26, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2345, top5_acc: 0.4612, loss_cls: 3.8400, loss: 3.8400, grad_norm: 1.0442 2020-10-06 22:12:08,945 - mmaction - INFO - Epoch [73][980/1413] lr: 4.903e-01, eta: 2 days, 23:55:03, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2359, top5_acc: 0.4661, loss_cls: 3.7747, loss: 3.7747, grad_norm: 1.0429 2020-10-06 22:12:28,504 - mmaction - INFO - Epoch [73][1000/1413] lr: 4.903e-01, eta: 2 days, 23:54:40, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2319, top5_acc: 0.4620, loss_cls: 3.8476, loss: 3.8476, grad_norm: 1.0619 2020-10-06 22:12:48,069 - mmaction - INFO - Epoch [73][1020/1413] lr: 4.903e-01, eta: 2 days, 23:54:17, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2352, top5_acc: 0.4634, loss_cls: 3.8224, loss: 3.8224, grad_norm: 1.0502 2020-10-06 22:13:07,678 - mmaction - INFO - Epoch [73][1040/1413] lr: 4.903e-01, eta: 2 days, 23:53:54, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2439, top5_acc: 0.4652, loss_cls: 3.8056, loss: 3.8056, grad_norm: 1.0431 2020-10-06 22:13:27,321 - mmaction - INFO - Epoch [73][1060/1413] lr: 4.903e-01, eta: 2 days, 23:53:31, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2436, top5_acc: 0.4659, loss_cls: 3.8015, loss: 3.8015, grad_norm: 1.0405 2020-10-06 22:13:47,057 - mmaction - INFO - Epoch [73][1080/1413] lr: 4.903e-01, eta: 2 days, 23:53:09, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2288, top5_acc: 0.4440, loss_cls: 3.8798, loss: 3.8798, grad_norm: 1.0367 2020-10-06 22:14:06,610 - mmaction - INFO - Epoch [73][1100/1413] lr: 4.903e-01, eta: 2 days, 23:52:46, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2318, top5_acc: 0.4561, loss_cls: 3.8410, loss: 3.8410, grad_norm: 1.0137 2020-10-06 22:14:26,130 - mmaction - INFO - Epoch [73][1120/1413] lr: 4.903e-01, eta: 2 days, 23:52:23, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2374, top5_acc: 0.4609, loss_cls: 3.7919, loss: 3.7919, grad_norm: 1.0294 2020-10-06 22:14:45,637 - mmaction - INFO - Epoch [73][1140/1413] lr: 4.903e-01, eta: 2 days, 23:51:59, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2332, top5_acc: 0.4565, loss_cls: 3.8481, loss: 3.8481, grad_norm: 1.0351 2020-10-06 22:15:05,235 - mmaction - INFO - Epoch [73][1160/1413] lr: 4.903e-01, eta: 2 days, 23:51:36, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2270, top5_acc: 0.4581, loss_cls: 3.8273, loss: 3.8273, grad_norm: 1.0512 2020-10-06 22:15:24,856 - mmaction - INFO - Epoch [73][1180/1413] lr: 4.903e-01, eta: 2 days, 23:51:14, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2329, top5_acc: 0.4664, loss_cls: 3.7944, loss: 3.7944, grad_norm: 1.0356 2020-10-06 22:15:44,314 - mmaction - INFO - Epoch [73][1200/1413] lr: 4.903e-01, eta: 2 days, 23:50:50, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.2427, top5_acc: 0.4596, loss_cls: 3.8216, loss: 3.8216, grad_norm: 1.0480 2020-10-06 22:16:03,847 - mmaction - INFO - Epoch [73][1220/1413] lr: 4.903e-01, eta: 2 days, 23:50:26, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2344, top5_acc: 0.4587, loss_cls: 3.8220, loss: 3.8220, grad_norm: 1.0464 2020-10-06 22:16:23,575 - mmaction - INFO - Epoch [73][1240/1413] lr: 4.903e-01, eta: 2 days, 23:50:05, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2352, top5_acc: 0.4642, loss_cls: 3.8019, loss: 3.8019, grad_norm: 1.0442 2020-10-06 22:16:43,274 - mmaction - INFO - Epoch [73][1260/1413] lr: 4.903e-01, eta: 2 days, 23:49:42, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2341, top5_acc: 0.4616, loss_cls: 3.8147, loss: 3.8147, grad_norm: 1.0330 2020-10-06 22:17:02,951 - mmaction - INFO - Epoch [73][1280/1413] lr: 4.903e-01, eta: 2 days, 23:49:20, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2389, top5_acc: 0.4637, loss_cls: 3.8350, loss: 3.8350, grad_norm: 1.0443 2020-10-06 22:17:22,687 - mmaction - INFO - Epoch [73][1300/1413] lr: 4.903e-01, eta: 2 days, 23:48:58, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2400, top5_acc: 0.4579, loss_cls: 3.8093, loss: 3.8093, grad_norm: 1.0396 2020-10-06 22:17:42,281 - mmaction - INFO - Epoch [73][1320/1413] lr: 4.903e-01, eta: 2 days, 23:48:35, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2326, top5_acc: 0.4639, loss_cls: 3.8040, loss: 3.8040, grad_norm: 1.0559 2020-10-06 22:18:01,908 - mmaction - INFO - Epoch [73][1340/1413] lr: 4.903e-01, eta: 2 days, 23:48:13, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2362, top5_acc: 0.4668, loss_cls: 3.8038, loss: 3.8038, grad_norm: 1.0388 2020-10-06 22:18:21,362 - mmaction - INFO - Epoch [73][1360/1413] lr: 4.903e-01, eta: 2 days, 23:47:49, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2311, top5_acc: 0.4594, loss_cls: 3.8298, loss: 3.8298, grad_norm: 1.0431 2020-10-06 22:18:41,036 - mmaction - INFO - Epoch [73][1380/1413] lr: 4.903e-01, eta: 2 days, 23:47:26, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2350, top5_acc: 0.4630, loss_cls: 3.8075, loss: 3.8075, grad_norm: 1.0576 2020-10-06 22:19:00,622 - mmaction - INFO - Epoch [73][1400/1413] lr: 4.903e-01, eta: 2 days, 23:47:04, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2371, top5_acc: 0.4607, loss_cls: 3.7956, loss: 3.7956, grad_norm: 1.0366 2020-10-06 22:20:09,464 - mmaction - INFO - Epoch [74][20/1413] lr: 4.875e-01, eta: 2 days, 23:49:07, time: 2.717, data_time: 1.588, memory: 8482, top1_acc: 0.2372, top5_acc: 0.4613, loss_cls: 3.8039, loss: 3.8039, grad_norm: 1.0456 2020-10-06 22:20:28,771 - mmaction - INFO - Epoch [74][40/1413] lr: 4.875e-01, eta: 2 days, 23:48:42, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.2426, top5_acc: 0.4740, loss_cls: 3.7559, loss: 3.7559, grad_norm: 1.0412 2020-10-06 22:20:48,288 - mmaction - INFO - Epoch [74][60/1413] lr: 4.875e-01, eta: 2 days, 23:48:18, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2426, top5_acc: 0.4703, loss_cls: 3.7818, loss: 3.7818, grad_norm: 1.0471 2020-10-06 22:21:07,808 - mmaction - INFO - Epoch [74][80/1413] lr: 4.875e-01, eta: 2 days, 23:47:55, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2392, top5_acc: 0.4672, loss_cls: 3.7950, loss: 3.7950, grad_norm: 1.0342 2020-10-06 22:21:27,259 - mmaction - INFO - Epoch [74][100/1413] lr: 4.875e-01, eta: 2 days, 23:47:31, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2417, top5_acc: 0.4650, loss_cls: 3.7623, loss: 3.7623, grad_norm: 1.0559 2020-10-06 22:21:47,081 - mmaction - INFO - Epoch [74][120/1413] lr: 4.875e-01, eta: 2 days, 23:47:10, time: 0.991, data_time: 0.002, memory: 8482, top1_acc: 0.2357, top5_acc: 0.4612, loss_cls: 3.7937, loss: 3.7937, grad_norm: 1.0338 2020-10-06 22:22:06,643 - mmaction - INFO - Epoch [74][140/1413] lr: 4.875e-01, eta: 2 days, 23:46:47, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2333, top5_acc: 0.4561, loss_cls: 3.8359, loss: 3.8359, grad_norm: 1.0420 2020-10-06 22:22:26,235 - mmaction - INFO - Epoch [74][160/1413] lr: 4.875e-01, eta: 2 days, 23:46:23, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2480, top5_acc: 0.4755, loss_cls: 3.7512, loss: 3.7512, grad_norm: 1.0318 2020-10-06 22:22:45,819 - mmaction - INFO - Epoch [74][180/1413] lr: 4.875e-01, eta: 2 days, 23:46:01, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2348, top5_acc: 0.4616, loss_cls: 3.8058, loss: 3.8058, grad_norm: 1.0328 2020-10-06 22:23:05,557 - mmaction - INFO - Epoch [74][200/1413] lr: 4.875e-01, eta: 2 days, 23:45:39, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2406, top5_acc: 0.4611, loss_cls: 3.7948, loss: 3.7948, grad_norm: 1.0423 2020-10-06 22:23:25,091 - mmaction - INFO - Epoch [74][220/1413] lr: 4.875e-01, eta: 2 days, 23:45:15, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2283, top5_acc: 0.4549, loss_cls: 3.8598, loss: 3.8598, grad_norm: 1.0334 2020-10-06 22:23:44,652 - mmaction - INFO - Epoch [74][240/1413] lr: 4.875e-01, eta: 2 days, 23:44:52, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2391, top5_acc: 0.4687, loss_cls: 3.7907, loss: 3.7907, grad_norm: 1.0329 2020-10-06 22:24:04,336 - mmaction - INFO - Epoch [74][260/1413] lr: 4.875e-01, eta: 2 days, 23:44:30, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2439, top5_acc: 0.4590, loss_cls: 3.8127, loss: 3.8127, grad_norm: 1.0475 2020-10-06 22:24:23,969 - mmaction - INFO - Epoch [74][280/1413] lr: 4.875e-01, eta: 2 days, 23:44:07, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2340, top5_acc: 0.4526, loss_cls: 3.8178, loss: 3.8178, grad_norm: 1.0442 2020-10-06 22:24:43,667 - mmaction - INFO - Epoch [74][300/1413] lr: 4.875e-01, eta: 2 days, 23:43:45, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2401, top5_acc: 0.4605, loss_cls: 3.7999, loss: 3.7999, grad_norm: 1.0453 2020-10-06 22:25:03,260 - mmaction - INFO - Epoch [74][320/1413] lr: 4.875e-01, eta: 2 days, 23:43:22, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2382, top5_acc: 0.4665, loss_cls: 3.7992, loss: 3.7992, grad_norm: 1.0547 2020-10-06 22:25:22,852 - mmaction - INFO - Epoch [74][340/1413] lr: 4.875e-01, eta: 2 days, 23:42:59, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2410, top5_acc: 0.4659, loss_cls: 3.8048, loss: 3.8048, grad_norm: 1.0565 2020-10-06 22:25:42,442 - mmaction - INFO - Epoch [74][360/1413] lr: 4.875e-01, eta: 2 days, 23:42:36, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2318, top5_acc: 0.4643, loss_cls: 3.8071, loss: 3.8071, grad_norm: 1.0498 2020-10-06 22:26:02,123 - mmaction - INFO - Epoch [74][380/1413] lr: 4.875e-01, eta: 2 days, 23:42:14, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2294, top5_acc: 0.4596, loss_cls: 3.8030, loss: 3.8030, grad_norm: 1.0519 2020-10-06 22:26:21,764 - mmaction - INFO - Epoch [74][400/1413] lr: 4.875e-01, eta: 2 days, 23:41:51, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2389, top5_acc: 0.4689, loss_cls: 3.7825, loss: 3.7825, grad_norm: 1.0308 2020-10-06 22:26:41,380 - mmaction - INFO - Epoch [74][420/1413] lr: 4.875e-01, eta: 2 days, 23:41:29, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2267, top5_acc: 0.4405, loss_cls: 3.8687, loss: 3.8687, grad_norm: 1.0659 2020-10-06 22:27:01,046 - mmaction - INFO - Epoch [74][440/1413] lr: 4.875e-01, eta: 2 days, 23:41:06, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2346, top5_acc: 0.4569, loss_cls: 3.8315, loss: 3.8315, grad_norm: 1.0326 2020-10-06 22:27:20,653 - mmaction - INFO - Epoch [74][460/1413] lr: 4.875e-01, eta: 2 days, 23:40:44, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2408, top5_acc: 0.4674, loss_cls: 3.8181, loss: 3.8181, grad_norm: 1.0370 2020-10-06 22:27:40,153 - mmaction - INFO - Epoch [74][480/1413] lr: 4.875e-01, eta: 2 days, 23:40:20, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2345, top5_acc: 0.4643, loss_cls: 3.8157, loss: 3.8157, grad_norm: 1.0402 2020-10-06 22:27:59,666 - mmaction - INFO - Epoch [74][500/1413] lr: 4.875e-01, eta: 2 days, 23:39:56, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2393, top5_acc: 0.4641, loss_cls: 3.8025, loss: 3.8025, grad_norm: 1.0463 2020-10-06 22:28:19,233 - mmaction - INFO - Epoch [74][520/1413] lr: 4.875e-01, eta: 2 days, 23:39:33, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2328, top5_acc: 0.4583, loss_cls: 3.8179, loss: 3.8179, grad_norm: 1.0484 2020-10-06 22:28:38,808 - mmaction - INFO - Epoch [74][540/1413] lr: 4.875e-01, eta: 2 days, 23:39:10, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2402, top5_acc: 0.4613, loss_cls: 3.8389, loss: 3.8389, grad_norm: 1.0265 2020-10-06 22:28:58,321 - mmaction - INFO - Epoch [74][560/1413] lr: 4.875e-01, eta: 2 days, 23:38:47, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2259, top5_acc: 0.4518, loss_cls: 3.8634, loss: 3.8634, grad_norm: 1.0556 2020-10-06 22:29:17,888 - mmaction - INFO - Epoch [74][580/1413] lr: 4.875e-01, eta: 2 days, 23:38:24, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2362, top5_acc: 0.4540, loss_cls: 3.8446, loss: 3.8446, grad_norm: 1.0463 2020-10-06 22:29:37,466 - mmaction - INFO - Epoch [74][600/1413] lr: 4.875e-01, eta: 2 days, 23:38:01, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2385, top5_acc: 0.4570, loss_cls: 3.8015, loss: 3.8015, grad_norm: 1.0369 2020-10-06 22:29:57,057 - mmaction - INFO - Epoch [74][620/1413] lr: 4.875e-01, eta: 2 days, 23:37:38, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2406, top5_acc: 0.4660, loss_cls: 3.7826, loss: 3.7826, grad_norm: 1.0334 2020-10-06 22:30:15,816 - mmaction - INFO - Epoch [74][640/1413] lr: 4.875e-01, eta: 2 days, 23:37:09, time: 0.938, data_time: 0.002, memory: 8482, top1_acc: 0.2366, top5_acc: 0.4549, loss_cls: 3.8199, loss: 3.8199, grad_norm: 1.0524 2020-10-06 22:30:35,439 - mmaction - INFO - Epoch [74][660/1413] lr: 4.875e-01, eta: 2 days, 23:36:47, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2323, top5_acc: 0.4548, loss_cls: 3.8509, loss: 3.8509, grad_norm: 1.0465 2020-10-06 22:30:55,045 - mmaction - INFO - Epoch [74][680/1413] lr: 4.875e-01, eta: 2 days, 23:36:24, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2382, top5_acc: 0.4729, loss_cls: 3.7802, loss: 3.7802, grad_norm: 1.0501 2020-10-06 22:31:14,748 - mmaction - INFO - Epoch [74][700/1413] lr: 4.875e-01, eta: 2 days, 23:36:02, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2392, top5_acc: 0.4680, loss_cls: 3.8155, loss: 3.8155, grad_norm: 1.0482 2020-10-06 22:31:34,404 - mmaction - INFO - Epoch [74][720/1413] lr: 4.875e-01, eta: 2 days, 23:35:39, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2273, top5_acc: 0.4616, loss_cls: 3.8300, loss: 3.8300, grad_norm: 1.0657 2020-10-06 22:31:54,014 - mmaction - INFO - Epoch [74][740/1413] lr: 4.875e-01, eta: 2 days, 23:35:17, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2336, top5_acc: 0.4572, loss_cls: 3.8121, loss: 3.8121, grad_norm: 1.0332 2020-10-06 22:32:13,655 - mmaction - INFO - Epoch [74][760/1413] lr: 4.875e-01, eta: 2 days, 23:34:54, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2353, top5_acc: 0.4651, loss_cls: 3.8195, loss: 3.8195, grad_norm: 1.0626 2020-10-06 22:32:33,354 - mmaction - INFO - Epoch [74][780/1413] lr: 4.875e-01, eta: 2 days, 23:34:32, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2355, top5_acc: 0.4609, loss_cls: 3.8351, loss: 3.8351, grad_norm: 1.0475 2020-10-06 22:32:52,928 - mmaction - INFO - Epoch [74][800/1413] lr: 4.875e-01, eta: 2 days, 23:34:09, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2375, top5_acc: 0.4652, loss_cls: 3.8149, loss: 3.8149, grad_norm: 1.0390 2020-10-06 22:33:12,591 - mmaction - INFO - Epoch [74][820/1413] lr: 4.875e-01, eta: 2 days, 23:33:47, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2314, top5_acc: 0.4624, loss_cls: 3.8584, loss: 3.8584, grad_norm: 1.0423 2020-10-06 22:33:32,127 - mmaction - INFO - Epoch [74][840/1413] lr: 4.875e-01, eta: 2 days, 23:33:24, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2404, top5_acc: 0.4641, loss_cls: 3.7894, loss: 3.7894, grad_norm: 1.0283 2020-10-06 22:33:51,689 - mmaction - INFO - Epoch [74][860/1413] lr: 4.875e-01, eta: 2 days, 23:33:01, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2358, top5_acc: 0.4646, loss_cls: 3.8081, loss: 3.8081, grad_norm: 1.0374 2020-10-06 22:34:11,229 - mmaction - INFO - Epoch [74][880/1413] lr: 4.875e-01, eta: 2 days, 23:32:37, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2327, top5_acc: 0.4607, loss_cls: 3.8058, loss: 3.8058, grad_norm: 1.0366 2020-10-06 22:34:30,912 - mmaction - INFO - Epoch [74][900/1413] lr: 4.875e-01, eta: 2 days, 23:32:15, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2307, top5_acc: 0.4607, loss_cls: 3.8343, loss: 3.8343, grad_norm: 1.0423 2020-10-06 22:34:50,488 - mmaction - INFO - Epoch [74][920/1413] lr: 4.875e-01, eta: 2 days, 23:31:52, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2383, top5_acc: 0.4677, loss_cls: 3.8247, loss: 3.8247, grad_norm: 1.0326 2020-10-06 22:35:10,104 - mmaction - INFO - Epoch [74][940/1413] lr: 4.875e-01, eta: 2 days, 23:31:30, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2315, top5_acc: 0.4488, loss_cls: 3.8698, loss: 3.8698, grad_norm: 1.0339 2020-10-06 22:35:29,699 - mmaction - INFO - Epoch [74][960/1413] lr: 4.875e-01, eta: 2 days, 23:31:07, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2301, top5_acc: 0.4516, loss_cls: 3.8574, loss: 3.8574, grad_norm: 1.0383 2020-10-06 22:35:49,309 - mmaction - INFO - Epoch [74][980/1413] lr: 4.875e-01, eta: 2 days, 23:30:44, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2362, top5_acc: 0.4641, loss_cls: 3.7966, loss: 3.7966, grad_norm: 1.0493 2020-10-06 22:36:08,899 - mmaction - INFO - Epoch [74][1000/1413] lr: 4.875e-01, eta: 2 days, 23:30:21, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2267, top5_acc: 0.4647, loss_cls: 3.8477, loss: 3.8477, grad_norm: 1.0364 2020-10-06 22:36:28,468 - mmaction - INFO - Epoch [74][1020/1413] lr: 4.875e-01, eta: 2 days, 23:29:59, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2345, top5_acc: 0.4586, loss_cls: 3.8266, loss: 3.8266, grad_norm: 1.0436 2020-10-06 22:36:48,046 - mmaction - INFO - Epoch [74][1040/1413] lr: 4.875e-01, eta: 2 days, 23:29:36, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2279, top5_acc: 0.4557, loss_cls: 3.8701, loss: 3.8701, grad_norm: 1.0318 2020-10-06 22:37:07,615 - mmaction - INFO - Epoch [74][1060/1413] lr: 4.875e-01, eta: 2 days, 23:29:13, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2358, top5_acc: 0.4572, loss_cls: 3.8537, loss: 3.8537, grad_norm: 1.0312 2020-10-06 22:37:27,347 - mmaction - INFO - Epoch [74][1080/1413] lr: 4.875e-01, eta: 2 days, 23:28:51, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2290, top5_acc: 0.4576, loss_cls: 3.8516, loss: 3.8516, grad_norm: 1.0360 2020-10-06 22:37:46,981 - mmaction - INFO - Epoch [74][1100/1413] lr: 4.875e-01, eta: 2 days, 23:28:28, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2495, top5_acc: 0.4743, loss_cls: 3.7367, loss: 3.7367, grad_norm: 1.0491 2020-10-06 22:38:06,566 - mmaction - INFO - Epoch [74][1120/1413] lr: 4.875e-01, eta: 2 days, 23:28:06, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2363, top5_acc: 0.4592, loss_cls: 3.8321, loss: 3.8321, grad_norm: 1.0445 2020-10-06 22:38:26,171 - mmaction - INFO - Epoch [74][1140/1413] lr: 4.875e-01, eta: 2 days, 23:27:43, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2359, top5_acc: 0.4641, loss_cls: 3.8175, loss: 3.8175, grad_norm: 1.0338 2020-10-06 22:38:45,846 - mmaction - INFO - Epoch [74][1160/1413] lr: 4.875e-01, eta: 2 days, 23:27:21, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2302, top5_acc: 0.4641, loss_cls: 3.8115, loss: 3.8115, grad_norm: 1.0522 2020-10-06 22:39:05,560 - mmaction - INFO - Epoch [74][1180/1413] lr: 4.875e-01, eta: 2 days, 23:26:59, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2445, top5_acc: 0.4701, loss_cls: 3.7949, loss: 3.7949, grad_norm: 1.0425 2020-10-06 22:39:25,206 - mmaction - INFO - Epoch [74][1200/1413] lr: 4.875e-01, eta: 2 days, 23:26:36, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2302, top5_acc: 0.4559, loss_cls: 3.8405, loss: 3.8405, grad_norm: 1.0377 2020-10-06 22:39:44,838 - mmaction - INFO - Epoch [74][1220/1413] lr: 4.875e-01, eta: 2 days, 23:26:14, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2410, top5_acc: 0.4646, loss_cls: 3.8005, loss: 3.8005, grad_norm: 1.0352 2020-10-06 22:40:04,445 - mmaction - INFO - Epoch [74][1240/1413] lr: 4.875e-01, eta: 2 days, 23:25:51, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2421, top5_acc: 0.4607, loss_cls: 3.8115, loss: 3.8115, grad_norm: 1.0513 2020-10-06 22:40:24,010 - mmaction - INFO - Epoch [74][1260/1413] lr: 4.875e-01, eta: 2 days, 23:25:28, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2453, top5_acc: 0.4719, loss_cls: 3.7681, loss: 3.7681, grad_norm: 1.0479 2020-10-06 22:40:43,568 - mmaction - INFO - Epoch [74][1280/1413] lr: 4.875e-01, eta: 2 days, 23:25:05, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2316, top5_acc: 0.4643, loss_cls: 3.8063, loss: 3.8063, grad_norm: 1.0504 2020-10-06 22:41:03,144 - mmaction - INFO - Epoch [74][1300/1413] lr: 4.875e-01, eta: 2 days, 23:24:42, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2259, top5_acc: 0.4565, loss_cls: 3.8561, loss: 3.8561, grad_norm: 1.0451 2020-10-06 22:41:22,766 - mmaction - INFO - Epoch [74][1320/1413] lr: 4.875e-01, eta: 2 days, 23:24:20, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2337, top5_acc: 0.4556, loss_cls: 3.8401, loss: 3.8401, grad_norm: 1.0580 2020-10-06 22:41:42,366 - mmaction - INFO - Epoch [74][1340/1413] lr: 4.875e-01, eta: 2 days, 23:23:57, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2212, top5_acc: 0.4582, loss_cls: 3.8639, loss: 3.8639, grad_norm: 1.0414 2020-10-06 22:42:02,019 - mmaction - INFO - Epoch [74][1360/1413] lr: 4.875e-01, eta: 2 days, 23:23:35, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2411, top5_acc: 0.4637, loss_cls: 3.7969, loss: 3.7969, grad_norm: 1.0334 2020-10-06 22:42:21,683 - mmaction - INFO - Epoch [74][1380/1413] lr: 4.875e-01, eta: 2 days, 23:23:13, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2349, top5_acc: 0.4581, loss_cls: 3.8168, loss: 3.8168, grad_norm: 1.0536 2020-10-06 22:42:41,287 - mmaction - INFO - Epoch [74][1400/1413] lr: 4.875e-01, eta: 2 days, 23:22:50, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2426, top5_acc: 0.4618, loss_cls: 3.8082, loss: 3.8082, grad_norm: 1.0513 2020-10-06 22:43:45,194 - mmaction - INFO - Epoch [75][20/1413] lr: 4.846e-01, eta: 2 days, 23:24:21, time: 2.538, data_time: 1.299, memory: 8482, top1_acc: 0.2346, top5_acc: 0.4664, loss_cls: 3.8036, loss: 3.8036, grad_norm: 1.0436 2020-10-06 22:44:04,541 - mmaction - INFO - Epoch [75][40/1413] lr: 4.846e-01, eta: 2 days, 23:23:57, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.2418, top5_acc: 0.4609, loss_cls: 3.7792, loss: 3.7792, grad_norm: 1.0485 2020-10-06 22:44:24,068 - mmaction - INFO - Epoch [75][60/1413] lr: 4.846e-01, eta: 2 days, 23:23:34, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2396, top5_acc: 0.4701, loss_cls: 3.7882, loss: 3.7882, grad_norm: 1.0486 2020-10-06 22:44:43,685 - mmaction - INFO - Epoch [75][80/1413] lr: 4.846e-01, eta: 2 days, 23:23:11, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2328, top5_acc: 0.4599, loss_cls: 3.8376, loss: 3.8376, grad_norm: 1.0443 2020-10-06 22:45:03,268 - mmaction - INFO - Epoch [75][100/1413] lr: 4.846e-01, eta: 2 days, 23:22:48, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2467, top5_acc: 0.4776, loss_cls: 3.7255, loss: 3.7255, grad_norm: 1.0485 2020-10-06 22:45:22,889 - mmaction - INFO - Epoch [75][120/1413] lr: 4.846e-01, eta: 2 days, 23:22:25, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2427, top5_acc: 0.4633, loss_cls: 3.7998, loss: 3.7998, grad_norm: 1.0575 2020-10-06 22:45:42,538 - mmaction - INFO - Epoch [75][140/1413] lr: 4.846e-01, eta: 2 days, 23:22:03, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2396, top5_acc: 0.4647, loss_cls: 3.7888, loss: 3.7888, grad_norm: 1.0619 2020-10-06 22:46:02,180 - mmaction - INFO - Epoch [75][160/1413] lr: 4.846e-01, eta: 2 days, 23:21:41, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2483, top5_acc: 0.4596, loss_cls: 3.8042, loss: 3.8042, grad_norm: 1.0446 2020-10-06 22:46:21,732 - mmaction - INFO - Epoch [75][180/1413] lr: 4.846e-01, eta: 2 days, 23:21:18, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2384, top5_acc: 0.4684, loss_cls: 3.7823, loss: 3.7823, grad_norm: 1.0563 2020-10-06 22:46:41,365 - mmaction - INFO - Epoch [75][200/1413] lr: 4.846e-01, eta: 2 days, 23:20:55, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2387, top5_acc: 0.4654, loss_cls: 3.8105, loss: 3.8105, grad_norm: 1.0584 2020-10-06 22:47:00,920 - mmaction - INFO - Epoch [75][220/1413] lr: 4.846e-01, eta: 2 days, 23:20:32, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2327, top5_acc: 0.4491, loss_cls: 3.8533, loss: 3.8533, grad_norm: 1.0479 2020-10-06 22:47:20,500 - mmaction - INFO - Epoch [75][240/1413] lr: 4.846e-01, eta: 2 days, 23:20:09, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2370, top5_acc: 0.4669, loss_cls: 3.7825, loss: 3.7825, grad_norm: 1.0366 2020-10-06 22:47:40,155 - mmaction - INFO - Epoch [75][260/1413] lr: 4.846e-01, eta: 2 days, 23:19:47, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2398, top5_acc: 0.4663, loss_cls: 3.8086, loss: 3.8086, grad_norm: 1.0542 2020-10-06 22:47:59,780 - mmaction - INFO - Epoch [75][280/1413] lr: 4.846e-01, eta: 2 days, 23:19:25, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2398, top5_acc: 0.4635, loss_cls: 3.8004, loss: 3.8004, grad_norm: 1.0559 2020-10-06 22:48:19,407 - mmaction - INFO - Epoch [75][300/1413] lr: 4.846e-01, eta: 2 days, 23:19:02, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2531, top5_acc: 0.4716, loss_cls: 3.7526, loss: 3.7526, grad_norm: 1.0493 2020-10-06 22:48:39,038 - mmaction - INFO - Epoch [75][320/1413] lr: 4.846e-01, eta: 2 days, 23:18:39, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2349, top5_acc: 0.4629, loss_cls: 3.8306, loss: 3.8306, grad_norm: 1.0436 2020-10-06 22:48:58,522 - mmaction - INFO - Epoch [75][340/1413] lr: 4.846e-01, eta: 2 days, 23:18:16, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2367, top5_acc: 0.4660, loss_cls: 3.8084, loss: 3.8084, grad_norm: 1.0532 2020-10-06 22:49:18,070 - mmaction - INFO - Epoch [75][360/1413] lr: 4.846e-01, eta: 2 days, 23:17:53, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2359, top5_acc: 0.4609, loss_cls: 3.8315, loss: 3.8315, grad_norm: 1.0411 2020-10-06 22:49:37,660 - mmaction - INFO - Epoch [75][380/1413] lr: 4.846e-01, eta: 2 days, 23:17:30, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2423, top5_acc: 0.4680, loss_cls: 3.7804, loss: 3.7804, grad_norm: 1.0415 2020-10-06 22:49:57,282 - mmaction - INFO - Epoch [75][400/1413] lr: 4.846e-01, eta: 2 days, 23:17:08, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2410, top5_acc: 0.4724, loss_cls: 3.7618, loss: 3.7618, grad_norm: 1.0426 2020-10-06 22:50:17,000 - mmaction - INFO - Epoch [75][420/1413] lr: 4.846e-01, eta: 2 days, 23:16:46, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2382, top5_acc: 0.4589, loss_cls: 3.8079, loss: 3.8079, grad_norm: 1.0345 2020-10-06 22:50:36,536 - mmaction - INFO - Epoch [75][440/1413] lr: 4.846e-01, eta: 2 days, 23:16:23, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2294, top5_acc: 0.4570, loss_cls: 3.8332, loss: 3.8332, grad_norm: 1.0729 2020-10-06 22:50:56,136 - mmaction - INFO - Epoch [75][460/1413] lr: 4.846e-01, eta: 2 days, 23:16:00, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2353, top5_acc: 0.4591, loss_cls: 3.8046, loss: 3.8046, grad_norm: 1.0403 2020-10-06 22:51:15,765 - mmaction - INFO - Epoch [75][480/1413] lr: 4.846e-01, eta: 2 days, 23:15:38, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2292, top5_acc: 0.4589, loss_cls: 3.8438, loss: 3.8438, grad_norm: 1.0570 2020-10-06 22:51:35,461 - mmaction - INFO - Epoch [75][500/1413] lr: 4.846e-01, eta: 2 days, 23:15:16, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2341, top5_acc: 0.4542, loss_cls: 3.8253, loss: 3.8253, grad_norm: 1.0345 2020-10-06 22:51:55,139 - mmaction - INFO - Epoch [75][520/1413] lr: 4.846e-01, eta: 2 days, 23:14:53, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2376, top5_acc: 0.4678, loss_cls: 3.7977, loss: 3.7977, grad_norm: 1.0403 2020-10-06 22:52:14,812 - mmaction - INFO - Epoch [75][540/1413] lr: 4.846e-01, eta: 2 days, 23:14:31, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2333, top5_acc: 0.4523, loss_cls: 3.8661, loss: 3.8661, grad_norm: 1.0349 2020-10-06 22:52:34,491 - mmaction - INFO - Epoch [75][560/1413] lr: 4.846e-01, eta: 2 days, 23:14:09, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2344, top5_acc: 0.4652, loss_cls: 3.8213, loss: 3.8213, grad_norm: 1.0357 2020-10-06 22:52:54,014 - mmaction - INFO - Epoch [75][580/1413] lr: 4.846e-01, eta: 2 days, 23:13:46, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2326, top5_acc: 0.4639, loss_cls: 3.8047, loss: 3.8047, grad_norm: 1.0342 2020-10-06 22:53:13,764 - mmaction - INFO - Epoch [75][600/1413] lr: 4.846e-01, eta: 2 days, 23:13:24, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.2311, top5_acc: 0.4642, loss_cls: 3.8399, loss: 3.8399, grad_norm: 1.0438 2020-10-06 22:53:33,368 - mmaction - INFO - Epoch [75][620/1413] lr: 4.846e-01, eta: 2 days, 23:13:02, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2427, top5_acc: 0.4658, loss_cls: 3.8007, loss: 3.8007, grad_norm: 1.0252 2020-10-06 22:53:52,963 - mmaction - INFO - Epoch [75][640/1413] lr: 4.846e-01, eta: 2 days, 23:12:39, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2380, top5_acc: 0.4625, loss_cls: 3.7917, loss: 3.7917, grad_norm: 1.0366 2020-10-06 22:54:12,602 - mmaction - INFO - Epoch [75][660/1413] lr: 4.846e-01, eta: 2 days, 23:12:17, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2327, top5_acc: 0.4592, loss_cls: 3.8289, loss: 3.8289, grad_norm: 1.0532 2020-10-06 22:54:32,235 - mmaction - INFO - Epoch [75][680/1413] lr: 4.846e-01, eta: 2 days, 23:11:54, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2414, top5_acc: 0.4617, loss_cls: 3.8382, loss: 3.8382, grad_norm: 1.0422 2020-10-06 22:54:51,851 - mmaction - INFO - Epoch [75][700/1413] lr: 4.846e-01, eta: 2 days, 23:11:32, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2379, top5_acc: 0.4568, loss_cls: 3.8295, loss: 3.8295, grad_norm: 1.0457 2020-10-06 22:55:11,480 - mmaction - INFO - Epoch [75][720/1413] lr: 4.846e-01, eta: 2 days, 23:11:09, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2366, top5_acc: 0.4698, loss_cls: 3.7959, loss: 3.7959, grad_norm: 1.0476 2020-10-06 22:55:31,081 - mmaction - INFO - Epoch [75][740/1413] lr: 4.846e-01, eta: 2 days, 23:10:47, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2297, top5_acc: 0.4650, loss_cls: 3.8406, loss: 3.8406, grad_norm: 1.0561 2020-10-06 22:55:50,705 - mmaction - INFO - Epoch [75][760/1413] lr: 4.846e-01, eta: 2 days, 23:10:24, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2348, top5_acc: 0.4612, loss_cls: 3.8311, loss: 3.8311, grad_norm: 1.0302 2020-10-06 22:56:10,223 - mmaction - INFO - Epoch [75][780/1413] lr: 4.846e-01, eta: 2 days, 23:10:01, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2374, top5_acc: 0.4712, loss_cls: 3.7984, loss: 3.7984, grad_norm: 1.0501 2020-10-06 22:56:29,777 - mmaction - INFO - Epoch [75][800/1413] lr: 4.846e-01, eta: 2 days, 23:09:38, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2366, top5_acc: 0.4681, loss_cls: 3.8097, loss: 3.8097, grad_norm: 1.0540 2020-10-06 22:56:49,272 - mmaction - INFO - Epoch [75][820/1413] lr: 4.846e-01, eta: 2 days, 23:09:15, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2382, top5_acc: 0.4638, loss_cls: 3.8006, loss: 3.8006, grad_norm: 1.0217 2020-10-06 22:57:08,864 - mmaction - INFO - Epoch [75][840/1413] lr: 4.846e-01, eta: 2 days, 23:08:52, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2421, top5_acc: 0.4702, loss_cls: 3.7815, loss: 3.7815, grad_norm: 1.0571 2020-10-06 22:57:28,368 - mmaction - INFO - Epoch [75][860/1413] lr: 4.846e-01, eta: 2 days, 23:08:29, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2376, top5_acc: 0.4520, loss_cls: 3.8117, loss: 3.8117, grad_norm: 1.0387 2020-10-06 22:57:48,052 - mmaction - INFO - Epoch [75][880/1413] lr: 4.846e-01, eta: 2 days, 23:08:07, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2346, top5_acc: 0.4542, loss_cls: 3.8610, loss: 3.8610, grad_norm: 1.0559 2020-10-06 22:58:07,749 - mmaction - INFO - Epoch [75][900/1413] lr: 4.846e-01, eta: 2 days, 23:07:45, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2355, top5_acc: 0.4699, loss_cls: 3.8007, loss: 3.8007, grad_norm: 1.0583 2020-10-06 22:58:27,442 - mmaction - INFO - Epoch [75][920/1413] lr: 4.846e-01, eta: 2 days, 23:07:23, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2332, top5_acc: 0.4596, loss_cls: 3.8189, loss: 3.8189, grad_norm: 1.0277 2020-10-06 22:58:46,985 - mmaction - INFO - Epoch [75][940/1413] lr: 4.846e-01, eta: 2 days, 23:07:00, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2279, top5_acc: 0.4533, loss_cls: 3.8557, loss: 3.8557, grad_norm: 1.0525 2020-10-06 22:59:06,604 - mmaction - INFO - Epoch [75][960/1413] lr: 4.846e-01, eta: 2 days, 23:06:37, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2311, top5_acc: 0.4513, loss_cls: 3.8670, loss: 3.8670, grad_norm: 1.0256 2020-10-06 22:59:26,257 - mmaction - INFO - Epoch [75][980/1413] lr: 4.846e-01, eta: 2 days, 23:06:15, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2376, top5_acc: 0.4639, loss_cls: 3.8030, loss: 3.8030, grad_norm: 1.0332 2020-10-06 22:59:45,812 - mmaction - INFO - Epoch [75][1000/1413] lr: 4.846e-01, eta: 2 days, 23:05:52, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2335, top5_acc: 0.4667, loss_cls: 3.8178, loss: 3.8178, grad_norm: 1.0438 2020-10-06 23:00:06,540 - mmaction - INFO - Epoch [75][1020/1413] lr: 4.846e-01, eta: 2 days, 23:05:37, time: 1.034, data_time: 0.002, memory: 8482, top1_acc: 0.2395, top5_acc: 0.4716, loss_cls: 3.7742, loss: 3.7742, grad_norm: 1.0608 2020-10-06 23:00:25,361 - mmaction - INFO - Epoch [75][1040/1413] lr: 4.846e-01, eta: 2 days, 23:05:09, time: 0.944, data_time: 0.005, memory: 8482, top1_acc: 0.2363, top5_acc: 0.4561, loss_cls: 3.8299, loss: 3.8299, grad_norm: 1.0351 2020-10-06 23:00:44,925 - mmaction - INFO - Epoch [75][1060/1413] lr: 4.846e-01, eta: 2 days, 23:04:47, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2302, top5_acc: 0.4604, loss_cls: 3.8574, loss: 3.8574, grad_norm: 1.0469 2020-10-06 23:01:04,449 - mmaction - INFO - Epoch [75][1080/1413] lr: 4.846e-01, eta: 2 days, 23:04:24, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2374, top5_acc: 0.4589, loss_cls: 3.8680, loss: 3.8680, grad_norm: 1.0225 2020-10-06 23:01:24,040 - mmaction - INFO - Epoch [75][1100/1413] lr: 4.846e-01, eta: 2 days, 23:04:01, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2406, top5_acc: 0.4720, loss_cls: 3.7859, loss: 3.7859, grad_norm: 1.0362 2020-10-06 23:01:43,661 - mmaction - INFO - Epoch [75][1120/1413] lr: 4.846e-01, eta: 2 days, 23:03:39, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2374, top5_acc: 0.4712, loss_cls: 3.7948, loss: 3.7948, grad_norm: 1.0440 2020-10-06 23:02:03,161 - mmaction - INFO - Epoch [75][1140/1413] lr: 4.846e-01, eta: 2 days, 23:03:15, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2408, top5_acc: 0.4634, loss_cls: 3.7776, loss: 3.7776, grad_norm: 1.0490 2020-10-06 23:02:22,788 - mmaction - INFO - Epoch [75][1160/1413] lr: 4.846e-01, eta: 2 days, 23:02:53, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2362, top5_acc: 0.4641, loss_cls: 3.7776, loss: 3.7776, grad_norm: 1.0518 2020-10-06 23:02:42,455 - mmaction - INFO - Epoch [75][1180/1413] lr: 4.846e-01, eta: 2 days, 23:02:31, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2332, top5_acc: 0.4525, loss_cls: 3.8422, loss: 3.8422, grad_norm: 1.0537 2020-10-06 23:03:02,115 - mmaction - INFO - Epoch [75][1200/1413] lr: 4.846e-01, eta: 2 days, 23:02:09, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2371, top5_acc: 0.4599, loss_cls: 3.8521, loss: 3.8521, grad_norm: 1.0529 2020-10-06 23:03:21,765 - mmaction - INFO - Epoch [75][1220/1413] lr: 4.846e-01, eta: 2 days, 23:01:46, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2387, top5_acc: 0.4643, loss_cls: 3.8166, loss: 3.8166, grad_norm: 1.0511 2020-10-06 23:03:41,453 - mmaction - INFO - Epoch [75][1240/1413] lr: 4.846e-01, eta: 2 days, 23:01:24, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2288, top5_acc: 0.4576, loss_cls: 3.8423, loss: 3.8423, grad_norm: 1.0320 2020-10-06 23:04:01,175 - mmaction - INFO - Epoch [75][1260/1413] lr: 4.846e-01, eta: 2 days, 23:01:03, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2382, top5_acc: 0.4672, loss_cls: 3.8191, loss: 3.8191, grad_norm: 1.0559 2020-10-06 23:04:20,869 - mmaction - INFO - Epoch [75][1280/1413] lr: 4.846e-01, eta: 2 days, 23:00:41, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2350, top5_acc: 0.4578, loss_cls: 3.8570, loss: 3.8570, grad_norm: 1.0377 2020-10-06 23:04:40,573 - mmaction - INFO - Epoch [75][1300/1413] lr: 4.846e-01, eta: 2 days, 23:00:19, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2389, top5_acc: 0.4682, loss_cls: 3.8063, loss: 3.8063, grad_norm: 1.0421 2020-10-06 23:05:00,313 - mmaction - INFO - Epoch [75][1320/1413] lr: 4.846e-01, eta: 2 days, 22:59:57, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2292, top5_acc: 0.4637, loss_cls: 3.8109, loss: 3.8109, grad_norm: 1.0548 2020-10-06 23:05:20,129 - mmaction - INFO - Epoch [75][1340/1413] lr: 4.846e-01, eta: 2 days, 22:59:36, time: 0.991, data_time: 0.002, memory: 8482, top1_acc: 0.2335, top5_acc: 0.4654, loss_cls: 3.8051, loss: 3.8051, grad_norm: 1.0449 2020-10-06 23:05:39,704 - mmaction - INFO - Epoch [75][1360/1413] lr: 4.846e-01, eta: 2 days, 22:59:14, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2322, top5_acc: 0.4572, loss_cls: 3.8488, loss: 3.8488, grad_norm: 1.0466 2020-10-06 23:05:59,196 - mmaction - INFO - Epoch [75][1380/1413] lr: 4.846e-01, eta: 2 days, 22:58:50, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2293, top5_acc: 0.4625, loss_cls: 3.8139, loss: 3.8139, grad_norm: 1.0463 2020-10-06 23:06:18,822 - mmaction - INFO - Epoch [75][1400/1413] lr: 4.846e-01, eta: 2 days, 22:58:28, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2272, top5_acc: 0.4531, loss_cls: 3.8566, loss: 3.8566, grad_norm: 1.0457 2020-10-06 23:07:26,249 - mmaction - INFO - Epoch [76][20/1413] lr: 4.817e-01, eta: 2 days, 23:00:09, time: 2.650, data_time: 1.629, memory: 8482, top1_acc: 0.2443, top5_acc: 0.4661, loss_cls: 3.7793, loss: 3.7793, grad_norm: 1.0474 2020-10-06 23:07:45,629 - mmaction - INFO - Epoch [76][40/1413] lr: 4.817e-01, eta: 2 days, 22:59:45, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.2406, top5_acc: 0.4638, loss_cls: 3.7894, loss: 3.7894, grad_norm: 1.0438 2020-10-06 23:08:05,181 - mmaction - INFO - Epoch [76][60/1413] lr: 4.817e-01, eta: 2 days, 22:59:22, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2298, top5_acc: 0.4594, loss_cls: 3.8397, loss: 3.8397, grad_norm: 1.0557 2020-10-06 23:08:24,859 - mmaction - INFO - Epoch [76][80/1413] lr: 4.817e-01, eta: 2 days, 22:59:00, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2406, top5_acc: 0.4551, loss_cls: 3.8180, loss: 3.8180, grad_norm: 1.0598 2020-10-06 23:08:44,348 - mmaction - INFO - Epoch [76][100/1413] lr: 4.817e-01, eta: 2 days, 22:58:37, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2421, top5_acc: 0.4628, loss_cls: 3.8118, loss: 3.8118, grad_norm: 1.0345 2020-10-06 23:09:03,881 - mmaction - INFO - Epoch [76][120/1413] lr: 4.817e-01, eta: 2 days, 22:58:14, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2365, top5_acc: 0.4681, loss_cls: 3.7883, loss: 3.7883, grad_norm: 1.0490 2020-10-06 23:09:23,364 - mmaction - INFO - Epoch [76][140/1413] lr: 4.817e-01, eta: 2 days, 22:57:50, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2349, top5_acc: 0.4586, loss_cls: 3.8211, loss: 3.8211, grad_norm: 1.0577 2020-10-06 23:09:43,094 - mmaction - INFO - Epoch [76][160/1413] lr: 4.817e-01, eta: 2 days, 22:57:29, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2340, top5_acc: 0.4697, loss_cls: 3.7862, loss: 3.7862, grad_norm: 1.0428 2020-10-06 23:10:02,853 - mmaction - INFO - Epoch [76][180/1413] lr: 4.817e-01, eta: 2 days, 22:57:07, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2451, top5_acc: 0.4681, loss_cls: 3.7815, loss: 3.7815, grad_norm: 1.0546 2020-10-06 23:10:22,506 - mmaction - INFO - Epoch [76][200/1413] lr: 4.817e-01, eta: 2 days, 22:56:45, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2387, top5_acc: 0.4711, loss_cls: 3.7891, loss: 3.7891, grad_norm: 1.0458 2020-10-06 23:10:42,204 - mmaction - INFO - Epoch [76][220/1413] lr: 4.817e-01, eta: 2 days, 22:56:23, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2340, top5_acc: 0.4572, loss_cls: 3.8293, loss: 3.8293, grad_norm: 1.0489 2020-10-06 23:11:01,776 - mmaction - INFO - Epoch [76][240/1413] lr: 4.817e-01, eta: 2 days, 22:56:00, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2379, top5_acc: 0.4671, loss_cls: 3.8012, loss: 3.8012, grad_norm: 1.0312 2020-10-06 23:11:21,311 - mmaction - INFO - Epoch [76][260/1413] lr: 4.817e-01, eta: 2 days, 22:55:37, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2393, top5_acc: 0.4634, loss_cls: 3.7709, loss: 3.7709, grad_norm: 1.0485 2020-10-06 23:11:40,967 - mmaction - INFO - Epoch [76][280/1413] lr: 4.817e-01, eta: 2 days, 22:55:15, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2443, top5_acc: 0.4728, loss_cls: 3.7567, loss: 3.7567, grad_norm: 1.0458 2020-10-06 23:12:00,530 - mmaction - INFO - Epoch [76][300/1413] lr: 4.817e-01, eta: 2 days, 22:54:52, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2348, top5_acc: 0.4669, loss_cls: 3.7805, loss: 3.7805, grad_norm: 1.0687 2020-10-06 23:12:20,161 - mmaction - INFO - Epoch [76][320/1413] lr: 4.817e-01, eta: 2 days, 22:54:30, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2335, top5_acc: 0.4555, loss_cls: 3.8343, loss: 3.8343, grad_norm: 1.0271 2020-10-06 23:12:39,821 - mmaction - INFO - Epoch [76][340/1413] lr: 4.817e-01, eta: 2 days, 22:54:08, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2400, top5_acc: 0.4694, loss_cls: 3.7829, loss: 3.7829, grad_norm: 1.0752 2020-10-06 23:12:59,491 - mmaction - INFO - Epoch [76][360/1413] lr: 4.817e-01, eta: 2 days, 22:53:46, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2359, top5_acc: 0.4647, loss_cls: 3.8040, loss: 3.8040, grad_norm: 1.0519 2020-10-06 23:13:19,165 - mmaction - INFO - Epoch [76][380/1413] lr: 4.817e-01, eta: 2 days, 22:53:23, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2367, top5_acc: 0.4630, loss_cls: 3.8397, loss: 3.8397, grad_norm: 1.0397 2020-10-06 23:13:38,891 - mmaction - INFO - Epoch [76][400/1413] lr: 4.817e-01, eta: 2 days, 22:53:02, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2303, top5_acc: 0.4646, loss_cls: 3.8232, loss: 3.8232, grad_norm: 1.0387 2020-10-06 23:13:58,493 - mmaction - INFO - Epoch [76][420/1413] lr: 4.817e-01, eta: 2 days, 22:52:39, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2341, top5_acc: 0.4579, loss_cls: 3.8215, loss: 3.8215, grad_norm: 1.0595 2020-10-06 23:14:18,189 - mmaction - INFO - Epoch [76][440/1413] lr: 4.817e-01, eta: 2 days, 22:52:17, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2469, top5_acc: 0.4786, loss_cls: 3.7740, loss: 3.7740, grad_norm: 1.0454 2020-10-06 23:14:37,894 - mmaction - INFO - Epoch [76][460/1413] lr: 4.817e-01, eta: 2 days, 22:51:56, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2457, top5_acc: 0.4796, loss_cls: 3.7668, loss: 3.7668, grad_norm: 1.0450 2020-10-06 23:14:57,455 - mmaction - INFO - Epoch [76][480/1413] lr: 4.817e-01, eta: 2 days, 22:51:33, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2402, top5_acc: 0.4651, loss_cls: 3.8041, loss: 3.8041, grad_norm: 1.0672 2020-10-06 23:15:17,232 - mmaction - INFO - Epoch [76][500/1413] lr: 4.817e-01, eta: 2 days, 22:51:11, time: 0.988, data_time: 0.001, memory: 8482, top1_acc: 0.2275, top5_acc: 0.4616, loss_cls: 3.8313, loss: 3.8313, grad_norm: 1.0535 2020-10-06 23:15:36,696 - mmaction - INFO - Epoch [76][520/1413] lr: 4.817e-01, eta: 2 days, 22:50:48, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2401, top5_acc: 0.4630, loss_cls: 3.8265, loss: 3.8265, grad_norm: 1.0416 2020-10-06 23:15:56,360 - mmaction - INFO - Epoch [76][540/1413] lr: 4.817e-01, eta: 2 days, 22:50:26, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2345, top5_acc: 0.4698, loss_cls: 3.8307, loss: 3.8307, grad_norm: 1.0264 2020-10-06 23:16:16,013 - mmaction - INFO - Epoch [76][560/1413] lr: 4.817e-01, eta: 2 days, 22:50:03, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2383, top5_acc: 0.4620, loss_cls: 3.8178, loss: 3.8178, grad_norm: 1.0538 2020-10-06 23:16:35,713 - mmaction - INFO - Epoch [76][580/1413] lr: 4.817e-01, eta: 2 days, 22:49:42, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2395, top5_acc: 0.4661, loss_cls: 3.8121, loss: 3.8121, grad_norm: 1.0354 2020-10-06 23:16:55,331 - mmaction - INFO - Epoch [76][600/1413] lr: 4.817e-01, eta: 2 days, 22:49:19, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2337, top5_acc: 0.4656, loss_cls: 3.8002, loss: 3.8002, grad_norm: 1.0537 2020-10-06 23:17:15,045 - mmaction - INFO - Epoch [76][620/1413] lr: 4.817e-01, eta: 2 days, 22:48:57, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2391, top5_acc: 0.4660, loss_cls: 3.7959, loss: 3.7959, grad_norm: 1.0522 2020-10-06 23:17:34,690 - mmaction - INFO - Epoch [76][640/1413] lr: 4.817e-01, eta: 2 days, 22:48:35, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2374, top5_acc: 0.4673, loss_cls: 3.8008, loss: 3.8008, grad_norm: 1.0396 2020-10-06 23:17:54,307 - mmaction - INFO - Epoch [76][660/1413] lr: 4.817e-01, eta: 2 days, 22:48:13, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2393, top5_acc: 0.4681, loss_cls: 3.7890, loss: 3.7890, grad_norm: 1.0418 2020-10-06 23:18:13,904 - mmaction - INFO - Epoch [76][680/1413] lr: 4.817e-01, eta: 2 days, 22:47:50, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2371, top5_acc: 0.4695, loss_cls: 3.7900, loss: 3.7900, grad_norm: 1.0606 2020-10-06 23:18:33,531 - mmaction - INFO - Epoch [76][700/1413] lr: 4.817e-01, eta: 2 days, 22:47:28, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2319, top5_acc: 0.4661, loss_cls: 3.8170, loss: 3.8170, grad_norm: 1.0545 2020-10-06 23:18:53,300 - mmaction - INFO - Epoch [76][720/1413] lr: 4.817e-01, eta: 2 days, 22:47:07, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2371, top5_acc: 0.4557, loss_cls: 3.8384, loss: 3.8384, grad_norm: 1.0568 2020-10-06 23:19:12,917 - mmaction - INFO - Epoch [76][740/1413] lr: 4.817e-01, eta: 2 days, 22:46:44, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2328, top5_acc: 0.4505, loss_cls: 3.8409, loss: 3.8409, grad_norm: 1.0671 2020-10-06 23:19:32,433 - mmaction - INFO - Epoch [76][760/1413] lr: 4.817e-01, eta: 2 days, 22:46:21, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2405, top5_acc: 0.4689, loss_cls: 3.8034, loss: 3.8034, grad_norm: 1.0404 2020-10-06 23:19:52,063 - mmaction - INFO - Epoch [76][780/1413] lr: 4.817e-01, eta: 2 days, 22:45:59, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2305, top5_acc: 0.4556, loss_cls: 3.8393, loss: 3.8393, grad_norm: 1.0552 2020-10-06 23:20:11,690 - mmaction - INFO - Epoch [76][800/1413] lr: 4.817e-01, eta: 2 days, 22:45:37, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2358, top5_acc: 0.4620, loss_cls: 3.8287, loss: 3.8287, grad_norm: 1.0493 2020-10-06 23:20:31,350 - mmaction - INFO - Epoch [76][820/1413] lr: 4.817e-01, eta: 2 days, 22:45:14, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2389, top5_acc: 0.4540, loss_cls: 3.8250, loss: 3.8250, grad_norm: 1.0431 2020-10-06 23:20:50,972 - mmaction - INFO - Epoch [76][840/1413] lr: 4.817e-01, eta: 2 days, 22:44:52, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2404, top5_acc: 0.4628, loss_cls: 3.8008, loss: 3.8008, grad_norm: 1.0441 2020-10-06 23:21:10,511 - mmaction - INFO - Epoch [76][860/1413] lr: 4.817e-01, eta: 2 days, 22:44:29, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2368, top5_acc: 0.4599, loss_cls: 3.8550, loss: 3.8550, grad_norm: 1.0569 2020-10-06 23:21:30,082 - mmaction - INFO - Epoch [76][880/1413] lr: 4.817e-01, eta: 2 days, 22:44:07, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2273, top5_acc: 0.4540, loss_cls: 3.8884, loss: 3.8884, grad_norm: 1.0431 2020-10-06 23:21:49,692 - mmaction - INFO - Epoch [76][900/1413] lr: 4.817e-01, eta: 2 days, 22:43:44, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2309, top5_acc: 0.4521, loss_cls: 3.8454, loss: 3.8454, grad_norm: 1.0306 2020-10-06 23:22:09,249 - mmaction - INFO - Epoch [76][920/1413] lr: 4.817e-01, eta: 2 days, 22:43:21, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2305, top5_acc: 0.4603, loss_cls: 3.8170, loss: 3.8170, grad_norm: 1.0417 2020-10-06 23:22:28,995 - mmaction - INFO - Epoch [76][940/1413] lr: 4.817e-01, eta: 2 days, 22:43:00, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2470, top5_acc: 0.4725, loss_cls: 3.7765, loss: 3.7765, grad_norm: 1.0540 2020-10-06 23:22:48,489 - mmaction - INFO - Epoch [76][960/1413] lr: 4.817e-01, eta: 2 days, 22:42:37, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2379, top5_acc: 0.4651, loss_cls: 3.8104, loss: 3.8104, grad_norm: 1.0469 2020-10-06 23:23:08,235 - mmaction - INFO - Epoch [76][980/1413] lr: 4.817e-01, eta: 2 days, 22:42:15, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.2307, top5_acc: 0.4563, loss_cls: 3.8344, loss: 3.8344, grad_norm: 1.0666 2020-10-06 23:23:27,826 - mmaction - INFO - Epoch [76][1000/1413] lr: 4.817e-01, eta: 2 days, 22:41:53, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2345, top5_acc: 0.4613, loss_cls: 3.8256, loss: 3.8256, grad_norm: 1.0615 2020-10-06 23:23:47,405 - mmaction - INFO - Epoch [76][1020/1413] lr: 4.817e-01, eta: 2 days, 22:41:30, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2349, top5_acc: 0.4641, loss_cls: 3.8174, loss: 3.8174, grad_norm: 1.0553 2020-10-06 23:24:07,004 - mmaction - INFO - Epoch [76][1040/1413] lr: 4.817e-01, eta: 2 days, 22:41:08, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2339, top5_acc: 0.4651, loss_cls: 3.7921, loss: 3.7921, grad_norm: 1.0624 2020-10-06 23:24:26,609 - mmaction - INFO - Epoch [76][1060/1413] lr: 4.817e-01, eta: 2 days, 22:40:45, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2409, top5_acc: 0.4613, loss_cls: 3.8423, loss: 3.8423, grad_norm: 1.0264 2020-10-06 23:24:46,193 - mmaction - INFO - Epoch [76][1080/1413] lr: 4.817e-01, eta: 2 days, 22:40:23, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2411, top5_acc: 0.4723, loss_cls: 3.7587, loss: 3.7587, grad_norm: 1.0275 2020-10-06 23:25:05,729 - mmaction - INFO - Epoch [76][1100/1413] lr: 4.817e-01, eta: 2 days, 22:40:00, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2410, top5_acc: 0.4647, loss_cls: 3.7793, loss: 3.7793, grad_norm: 1.0589 2020-10-06 23:25:25,322 - mmaction - INFO - Epoch [76][1120/1413] lr: 4.817e-01, eta: 2 days, 22:39:37, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2346, top5_acc: 0.4582, loss_cls: 3.8226, loss: 3.8226, grad_norm: 1.0441 2020-10-06 23:25:44,918 - mmaction - INFO - Epoch [76][1140/1413] lr: 4.817e-01, eta: 2 days, 22:39:15, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2355, top5_acc: 0.4682, loss_cls: 3.7922, loss: 3.7922, grad_norm: 1.0464 2020-10-06 23:26:04,436 - mmaction - INFO - Epoch [76][1160/1413] lr: 4.817e-01, eta: 2 days, 22:38:52, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2383, top5_acc: 0.4660, loss_cls: 3.7644, loss: 3.7644, grad_norm: 1.0468 2020-10-06 23:26:23,939 - mmaction - INFO - Epoch [76][1180/1413] lr: 4.817e-01, eta: 2 days, 22:38:29, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2385, top5_acc: 0.4629, loss_cls: 3.8282, loss: 3.8282, grad_norm: 1.0457 2020-10-06 23:26:43,553 - mmaction - INFO - Epoch [76][1200/1413] lr: 4.817e-01, eta: 2 days, 22:38:06, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2388, top5_acc: 0.4671, loss_cls: 3.8172, loss: 3.8172, grad_norm: 1.0405 2020-10-06 23:27:03,102 - mmaction - INFO - Epoch [76][1220/1413] lr: 4.817e-01, eta: 2 days, 22:37:44, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2400, top5_acc: 0.4673, loss_cls: 3.7866, loss: 3.7866, grad_norm: 1.0465 2020-10-06 23:27:22,838 - mmaction - INFO - Epoch [76][1240/1413] lr: 4.817e-01, eta: 2 days, 22:37:22, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2332, top5_acc: 0.4628, loss_cls: 3.8150, loss: 3.8150, grad_norm: 1.0461 2020-10-06 23:27:42,526 - mmaction - INFO - Epoch [76][1260/1413] lr: 4.817e-01, eta: 2 days, 22:37:00, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2267, top5_acc: 0.4629, loss_cls: 3.8263, loss: 3.8263, grad_norm: 1.0456 2020-10-06 23:28:02,092 - mmaction - INFO - Epoch [76][1280/1413] lr: 4.817e-01, eta: 2 days, 22:36:38, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2319, top5_acc: 0.4658, loss_cls: 3.8141, loss: 3.8141, grad_norm: 1.0546 2020-10-06 23:28:21,675 - mmaction - INFO - Epoch [76][1300/1413] lr: 4.817e-01, eta: 2 days, 22:36:15, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2380, top5_acc: 0.4684, loss_cls: 3.7903, loss: 3.7903, grad_norm: 1.0419 2020-10-06 23:28:41,393 - mmaction - INFO - Epoch [76][1320/1413] lr: 4.817e-01, eta: 2 days, 22:35:53, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2371, top5_acc: 0.4669, loss_cls: 3.8067, loss: 3.8067, grad_norm: 1.0600 2020-10-06 23:29:01,019 - mmaction - INFO - Epoch [76][1340/1413] lr: 4.817e-01, eta: 2 days, 22:35:31, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2385, top5_acc: 0.4697, loss_cls: 3.7809, loss: 3.7809, grad_norm: 1.0416 2020-10-06 23:29:20,640 - mmaction - INFO - Epoch [76][1360/1413] lr: 4.817e-01, eta: 2 days, 22:35:09, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2445, top5_acc: 0.4654, loss_cls: 3.7904, loss: 3.7904, grad_norm: 1.0485 2020-10-06 23:29:40,247 - mmaction - INFO - Epoch [76][1380/1413] lr: 4.817e-01, eta: 2 days, 22:34:47, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2434, top5_acc: 0.4712, loss_cls: 3.7848, loss: 3.7848, grad_norm: 1.0467 2020-10-06 23:29:59,881 - mmaction - INFO - Epoch [76][1400/1413] lr: 4.817e-01, eta: 2 days, 22:34:24, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2294, top5_acc: 0.4581, loss_cls: 3.8511, loss: 3.8511, grad_norm: 1.0591 2020-10-06 23:31:02,195 - mmaction - INFO - Epoch [77][20/1413] lr: 4.787e-01, eta: 2 days, 22:35:42, time: 2.511, data_time: 1.498, memory: 8482, top1_acc: 0.2323, top5_acc: 0.4625, loss_cls: 3.8021, loss: 3.8021, grad_norm: 1.0635 2020-10-06 23:31:21,585 - mmaction - INFO - Epoch [77][40/1413] lr: 4.787e-01, eta: 2 days, 22:35:19, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.2292, top5_acc: 0.4527, loss_cls: 3.8333, loss: 3.8333, grad_norm: 1.0446 2020-10-06 23:31:41,040 - mmaction - INFO - Epoch [77][60/1413] lr: 4.787e-01, eta: 2 days, 22:34:55, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.2378, top5_acc: 0.4687, loss_cls: 3.8051, loss: 3.8051, grad_norm: 1.0572 2020-10-06 23:32:00,609 - mmaction - INFO - Epoch [77][80/1413] lr: 4.787e-01, eta: 2 days, 22:34:32, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2318, top5_acc: 0.4642, loss_cls: 3.8016, loss: 3.8016, grad_norm: 1.0634 2020-10-06 23:32:20,227 - mmaction - INFO - Epoch [77][100/1413] lr: 4.787e-01, eta: 2 days, 22:34:10, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2365, top5_acc: 0.4677, loss_cls: 3.7886, loss: 3.7886, grad_norm: 1.0473 2020-10-06 23:32:39,780 - mmaction - INFO - Epoch [77][120/1413] lr: 4.787e-01, eta: 2 days, 22:33:47, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2314, top5_acc: 0.4555, loss_cls: 3.8316, loss: 3.8316, grad_norm: 1.0569 2020-10-06 23:32:59,345 - mmaction - INFO - Epoch [77][140/1413] lr: 4.787e-01, eta: 2 days, 22:33:25, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2507, top5_acc: 0.4779, loss_cls: 3.7367, loss: 3.7367, grad_norm: 1.0487 2020-10-06 23:33:19,049 - mmaction - INFO - Epoch [77][160/1413] lr: 4.787e-01, eta: 2 days, 22:33:03, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2378, top5_acc: 0.4650, loss_cls: 3.8130, loss: 3.8130, grad_norm: 1.0699 2020-10-06 23:33:38,646 - mmaction - INFO - Epoch [77][180/1413] lr: 4.787e-01, eta: 2 days, 22:32:40, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2318, top5_acc: 0.4650, loss_cls: 3.8091, loss: 3.8091, grad_norm: 1.0545 2020-10-06 23:33:58,209 - mmaction - INFO - Epoch [77][200/1413] lr: 4.787e-01, eta: 2 days, 22:32:18, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2367, top5_acc: 0.4669, loss_cls: 3.7935, loss: 3.7935, grad_norm: 1.0577 2020-10-06 23:34:17,868 - mmaction - INFO - Epoch [77][220/1413] lr: 4.787e-01, eta: 2 days, 22:31:55, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2353, top5_acc: 0.4658, loss_cls: 3.7962, loss: 3.7962, grad_norm: 1.0623 2020-10-06 23:34:37,477 - mmaction - INFO - Epoch [77][240/1413] lr: 4.787e-01, eta: 2 days, 22:31:33, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2362, top5_acc: 0.4724, loss_cls: 3.7771, loss: 3.7771, grad_norm: 1.0565 2020-10-06 23:34:57,281 - mmaction - INFO - Epoch [77][260/1413] lr: 4.787e-01, eta: 2 days, 22:31:12, time: 0.990, data_time: 0.001, memory: 8482, top1_acc: 0.2397, top5_acc: 0.4624, loss_cls: 3.7986, loss: 3.7986, grad_norm: 1.0476 2020-10-06 23:35:17,095 - mmaction - INFO - Epoch [77][280/1413] lr: 4.787e-01, eta: 2 days, 22:30:51, time: 0.991, data_time: 0.002, memory: 8482, top1_acc: 0.2454, top5_acc: 0.4685, loss_cls: 3.7977, loss: 3.7977, grad_norm: 1.0493 2020-10-06 23:35:36,807 - mmaction - INFO - Epoch [77][300/1413] lr: 4.787e-01, eta: 2 days, 22:30:29, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2307, top5_acc: 0.4500, loss_cls: 3.8477, loss: 3.8477, grad_norm: 1.0409 2020-10-06 23:35:56,350 - mmaction - INFO - Epoch [77][320/1413] lr: 4.787e-01, eta: 2 days, 22:30:07, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2462, top5_acc: 0.4771, loss_cls: 3.7503, loss: 3.7503, grad_norm: 1.0482 2020-10-06 23:36:16,130 - mmaction - INFO - Epoch [77][340/1413] lr: 4.787e-01, eta: 2 days, 22:29:45, time: 0.989, data_time: 0.001, memory: 8482, top1_acc: 0.2460, top5_acc: 0.4759, loss_cls: 3.7615, loss: 3.7615, grad_norm: 1.0505 2020-10-06 23:36:35,727 - mmaction - INFO - Epoch [77][360/1413] lr: 4.787e-01, eta: 2 days, 22:29:23, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2443, top5_acc: 0.4727, loss_cls: 3.7430, loss: 3.7430, grad_norm: 1.0551 2020-10-06 23:36:55,388 - mmaction - INFO - Epoch [77][380/1413] lr: 4.787e-01, eta: 2 days, 22:29:01, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2404, top5_acc: 0.4673, loss_cls: 3.7853, loss: 3.7853, grad_norm: 1.0519 2020-10-06 23:37:15,056 - mmaction - INFO - Epoch [77][400/1413] lr: 4.787e-01, eta: 2 days, 22:28:39, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2469, top5_acc: 0.4815, loss_cls: 3.7402, loss: 3.7402, grad_norm: 1.0381 2020-10-06 23:37:34,643 - mmaction - INFO - Epoch [77][420/1413] lr: 4.787e-01, eta: 2 days, 22:28:16, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2361, top5_acc: 0.4603, loss_cls: 3.8286, loss: 3.8286, grad_norm: 1.0668 2020-10-06 23:37:54,286 - mmaction - INFO - Epoch [77][440/1413] lr: 4.787e-01, eta: 2 days, 22:27:54, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2376, top5_acc: 0.4639, loss_cls: 3.7809, loss: 3.7809, grad_norm: 1.0493 2020-10-06 23:38:13,864 - mmaction - INFO - Epoch [77][460/1413] lr: 4.787e-01, eta: 2 days, 22:27:32, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2333, top5_acc: 0.4592, loss_cls: 3.8188, loss: 3.8188, grad_norm: 1.0380 2020-10-06 23:38:33,586 - mmaction - INFO - Epoch [77][480/1413] lr: 4.787e-01, eta: 2 days, 22:27:10, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2440, top5_acc: 0.4757, loss_cls: 3.7552, loss: 3.7552, grad_norm: 1.0662 2020-10-06 23:38:53,125 - mmaction - INFO - Epoch [77][500/1413] lr: 4.787e-01, eta: 2 days, 22:26:47, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2331, top5_acc: 0.4630, loss_cls: 3.8085, loss: 3.8085, grad_norm: 1.0594 2020-10-06 23:39:12,784 - mmaction - INFO - Epoch [77][520/1413] lr: 4.787e-01, eta: 2 days, 22:26:25, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2383, top5_acc: 0.4681, loss_cls: 3.7909, loss: 3.7909, grad_norm: 1.0436 2020-10-06 23:39:32,329 - mmaction - INFO - Epoch [77][540/1413] lr: 4.787e-01, eta: 2 days, 22:26:02, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2380, top5_acc: 0.4655, loss_cls: 3.8102, loss: 3.8102, grad_norm: 1.0498 2020-10-06 23:39:51,844 - mmaction - INFO - Epoch [77][560/1413] lr: 4.787e-01, eta: 2 days, 22:25:40, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2288, top5_acc: 0.4577, loss_cls: 3.8397, loss: 3.8397, grad_norm: 1.0572 2020-10-06 23:40:11,440 - mmaction - INFO - Epoch [77][580/1413] lr: 4.787e-01, eta: 2 days, 22:25:17, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2322, top5_acc: 0.4637, loss_cls: 3.8169, loss: 3.8169, grad_norm: 1.0323 2020-10-06 23:40:30,958 - mmaction - INFO - Epoch [77][600/1413] lr: 4.787e-01, eta: 2 days, 22:24:54, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2397, top5_acc: 0.4663, loss_cls: 3.8023, loss: 3.8023, grad_norm: 1.0563 2020-10-06 23:40:50,551 - mmaction - INFO - Epoch [77][620/1413] lr: 4.787e-01, eta: 2 days, 22:24:32, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2447, top5_acc: 0.4615, loss_cls: 3.7942, loss: 3.7942, grad_norm: 1.0293 2020-10-06 23:41:10,164 - mmaction - INFO - Epoch [77][640/1413] lr: 4.787e-01, eta: 2 days, 22:24:09, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2318, top5_acc: 0.4586, loss_cls: 3.8272, loss: 3.8272, grad_norm: 1.0375 2020-10-06 23:41:29,767 - mmaction - INFO - Epoch [77][660/1413] lr: 4.787e-01, eta: 2 days, 22:23:47, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2418, top5_acc: 0.4717, loss_cls: 3.7448, loss: 3.7448, grad_norm: 1.0571 2020-10-06 23:41:49,525 - mmaction - INFO - Epoch [77][680/1413] lr: 4.787e-01, eta: 2 days, 22:23:26, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2361, top5_acc: 0.4674, loss_cls: 3.8008, loss: 3.8008, grad_norm: 1.0718 2020-10-06 23:42:09,124 - mmaction - INFO - Epoch [77][700/1413] lr: 4.787e-01, eta: 2 days, 22:23:03, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2315, top5_acc: 0.4642, loss_cls: 3.8352, loss: 3.8352, grad_norm: 1.0759 2020-10-06 23:42:28,691 - mmaction - INFO - Epoch [77][720/1413] lr: 4.787e-01, eta: 2 days, 22:22:41, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2431, top5_acc: 0.4750, loss_cls: 3.7558, loss: 3.7558, grad_norm: 1.0560 2020-10-06 23:42:48,218 - mmaction - INFO - Epoch [77][740/1413] lr: 4.787e-01, eta: 2 days, 22:22:18, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2392, top5_acc: 0.4751, loss_cls: 3.7846, loss: 3.7846, grad_norm: 1.0639 2020-10-06 23:43:07,849 - mmaction - INFO - Epoch [77][760/1413] lr: 4.787e-01, eta: 2 days, 22:21:56, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2350, top5_acc: 0.4611, loss_cls: 3.8233, loss: 3.8233, grad_norm: 1.0454 2020-10-06 23:43:27,437 - mmaction - INFO - Epoch [77][780/1413] lr: 4.787e-01, eta: 2 days, 22:21:33, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2431, top5_acc: 0.4720, loss_cls: 3.8014, loss: 3.8014, grad_norm: 1.0719 2020-10-06 23:43:47,083 - mmaction - INFO - Epoch [77][800/1413] lr: 4.787e-01, eta: 2 days, 22:21:11, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2336, top5_acc: 0.4568, loss_cls: 3.8316, loss: 3.8316, grad_norm: 1.0470 2020-10-06 23:44:06,702 - mmaction - INFO - Epoch [77][820/1413] lr: 4.787e-01, eta: 2 days, 22:20:49, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2348, top5_acc: 0.4642, loss_cls: 3.8225, loss: 3.8225, grad_norm: 1.0530 2020-10-06 23:44:26,364 - mmaction - INFO - Epoch [77][840/1413] lr: 4.787e-01, eta: 2 days, 22:20:27, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2393, top5_acc: 0.4677, loss_cls: 3.8100, loss: 3.8100, grad_norm: 1.0472 2020-10-06 23:44:46,033 - mmaction - INFO - Epoch [77][860/1413] lr: 4.787e-01, eta: 2 days, 22:20:05, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2405, top5_acc: 0.4635, loss_cls: 3.8076, loss: 3.8076, grad_norm: 1.0532 2020-10-06 23:45:05,610 - mmaction - INFO - Epoch [77][880/1413] lr: 4.787e-01, eta: 2 days, 22:19:43, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2277, top5_acc: 0.4572, loss_cls: 3.8534, loss: 3.8534, grad_norm: 1.0498 2020-10-06 23:45:25,297 - mmaction - INFO - Epoch [77][900/1413] lr: 4.787e-01, eta: 2 days, 22:19:21, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2283, top5_acc: 0.4556, loss_cls: 3.8675, loss: 3.8675, grad_norm: 1.0370 2020-10-06 23:45:44,843 - mmaction - INFO - Epoch [77][920/1413] lr: 4.787e-01, eta: 2 days, 22:18:58, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2324, top5_acc: 0.4574, loss_cls: 3.8446, loss: 3.8446, grad_norm: 1.0352 2020-10-06 23:46:04,362 - mmaction - INFO - Epoch [77][940/1413] lr: 4.787e-01, eta: 2 days, 22:18:35, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2380, top5_acc: 0.4607, loss_cls: 3.8225, loss: 3.8225, grad_norm: 1.0717 2020-10-06 23:46:24,004 - mmaction - INFO - Epoch [77][960/1413] lr: 4.787e-01, eta: 2 days, 22:18:13, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2452, top5_acc: 0.4707, loss_cls: 3.7837, loss: 3.7837, grad_norm: 1.0493 2020-10-06 23:46:43,548 - mmaction - INFO - Epoch [77][980/1413] lr: 4.787e-01, eta: 2 days, 22:17:51, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2365, top5_acc: 0.4598, loss_cls: 3.8229, loss: 3.8229, grad_norm: 1.0563 2020-10-06 23:47:03,107 - mmaction - INFO - Epoch [77][1000/1413] lr: 4.787e-01, eta: 2 days, 22:17:28, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2346, top5_acc: 0.4695, loss_cls: 3.8088, loss: 3.8088, grad_norm: 1.0399 2020-10-06 23:47:22,665 - mmaction - INFO - Epoch [77][1020/1413] lr: 4.787e-01, eta: 2 days, 22:17:05, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2503, top5_acc: 0.4755, loss_cls: 3.7453, loss: 3.7453, grad_norm: 1.0501 2020-10-06 23:47:42,329 - mmaction - INFO - Epoch [77][1040/1413] lr: 4.787e-01, eta: 2 days, 22:16:43, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2358, top5_acc: 0.4652, loss_cls: 3.7964, loss: 3.7964, grad_norm: 1.0695 2020-10-06 23:48:01,914 - mmaction - INFO - Epoch [77][1060/1413] lr: 4.787e-01, eta: 2 days, 22:16:21, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2414, top5_acc: 0.4638, loss_cls: 3.8015, loss: 3.8015, grad_norm: 1.0524 2020-10-06 23:48:21,568 - mmaction - INFO - Epoch [77][1080/1413] lr: 4.787e-01, eta: 2 days, 22:15:59, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2365, top5_acc: 0.4596, loss_cls: 3.8340, loss: 3.8340, grad_norm: 1.0363 2020-10-06 23:48:41,224 - mmaction - INFO - Epoch [77][1100/1413] lr: 4.787e-01, eta: 2 days, 22:15:37, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2368, top5_acc: 0.4645, loss_cls: 3.7996, loss: 3.7996, grad_norm: 1.0562 2020-10-06 23:49:00,783 - mmaction - INFO - Epoch [77][1120/1413] lr: 4.787e-01, eta: 2 days, 22:15:14, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2341, top5_acc: 0.4585, loss_cls: 3.8262, loss: 3.8262, grad_norm: 1.0625 2020-10-06 23:49:20,365 - mmaction - INFO - Epoch [77][1140/1413] lr: 4.787e-01, eta: 2 days, 22:14:52, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2409, top5_acc: 0.4607, loss_cls: 3.8255, loss: 3.8255, grad_norm: 1.0337 2020-10-06 23:49:39,922 - mmaction - INFO - Epoch [77][1160/1413] lr: 4.787e-01, eta: 2 days, 22:14:29, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2431, top5_acc: 0.4694, loss_cls: 3.7965, loss: 3.7965, grad_norm: 1.0275 2020-10-06 23:49:59,462 - mmaction - INFO - Epoch [77][1180/1413] lr: 4.787e-01, eta: 2 days, 22:14:07, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2368, top5_acc: 0.4707, loss_cls: 3.7811, loss: 3.7811, grad_norm: 1.0540 2020-10-06 23:50:19,132 - mmaction - INFO - Epoch [77][1200/1413] lr: 4.787e-01, eta: 2 days, 22:13:45, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2422, top5_acc: 0.4684, loss_cls: 3.7635, loss: 3.7635, grad_norm: 1.0543 2020-10-06 23:50:38,776 - mmaction - INFO - Epoch [77][1220/1413] lr: 4.787e-01, eta: 2 days, 22:13:23, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2349, top5_acc: 0.4664, loss_cls: 3.8006, loss: 3.8006, grad_norm: 1.0464 2020-10-06 23:50:58,275 - mmaction - INFO - Epoch [77][1240/1413] lr: 4.787e-01, eta: 2 days, 22:13:00, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2359, top5_acc: 0.4680, loss_cls: 3.7836, loss: 3.7836, grad_norm: 1.0423 2020-10-06 23:51:17,940 - mmaction - INFO - Epoch [77][1260/1413] lr: 4.787e-01, eta: 2 days, 22:12:38, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2402, top5_acc: 0.4635, loss_cls: 3.8030, loss: 3.8030, grad_norm: 1.0493 2020-10-06 23:51:37,499 - mmaction - INFO - Epoch [77][1280/1413] lr: 4.787e-01, eta: 2 days, 22:12:15, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2358, top5_acc: 0.4591, loss_cls: 3.8038, loss: 3.8038, grad_norm: 1.0525 2020-10-06 23:51:57,175 - mmaction - INFO - Epoch [77][1300/1413] lr: 4.787e-01, eta: 2 days, 22:11:54, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2385, top5_acc: 0.4716, loss_cls: 3.8073, loss: 3.8073, grad_norm: 1.0469 2020-10-06 23:52:16,799 - mmaction - INFO - Epoch [77][1320/1413] lr: 4.787e-01, eta: 2 days, 22:11:32, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2326, top5_acc: 0.4617, loss_cls: 3.8420, loss: 3.8420, grad_norm: 1.0284 2020-10-06 23:52:36,428 - mmaction - INFO - Epoch [77][1340/1413] lr: 4.787e-01, eta: 2 days, 22:11:09, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2349, top5_acc: 0.4652, loss_cls: 3.8238, loss: 3.8238, grad_norm: 1.0575 2020-10-06 23:52:56,093 - mmaction - INFO - Epoch [77][1360/1413] lr: 4.787e-01, eta: 2 days, 22:10:47, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2339, top5_acc: 0.4659, loss_cls: 3.8142, loss: 3.8142, grad_norm: 1.0587 2020-10-06 23:53:15,676 - mmaction - INFO - Epoch [77][1380/1413] lr: 4.787e-01, eta: 2 days, 22:10:25, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2340, top5_acc: 0.4590, loss_cls: 3.8401, loss: 3.8401, grad_norm: 1.0516 2020-10-06 23:53:35,271 - mmaction - INFO - Epoch [77][1400/1413] lr: 4.787e-01, eta: 2 days, 22:10:03, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2408, top5_acc: 0.4745, loss_cls: 3.7904, loss: 3.7904, grad_norm: 1.0350 2020-10-06 23:54:39,326 - mmaction - INFO - Epoch [78][20/1413] lr: 4.757e-01, eta: 2 days, 22:11:21, time: 2.549, data_time: 1.518, memory: 8482, top1_acc: 0.2422, top5_acc: 0.4711, loss_cls: 3.7645, loss: 3.7645, grad_norm: 1.0446 2020-10-06 23:54:58,755 - mmaction - INFO - Epoch [78][40/1413] lr: 4.757e-01, eta: 2 days, 22:10:58, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.2384, top5_acc: 0.4639, loss_cls: 3.8276, loss: 3.8276, grad_norm: 1.0557 2020-10-06 23:55:18,343 - mmaction - INFO - Epoch [78][60/1413] lr: 4.757e-01, eta: 2 days, 22:10:35, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2337, top5_acc: 0.4697, loss_cls: 3.8077, loss: 3.8077, grad_norm: 1.0852 2020-10-06 23:55:37,973 - mmaction - INFO - Epoch [78][80/1413] lr: 4.757e-01, eta: 2 days, 22:10:13, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2398, top5_acc: 0.4699, loss_cls: 3.7742, loss: 3.7742, grad_norm: 1.0669 2020-10-06 23:55:57,635 - mmaction - INFO - Epoch [78][100/1413] lr: 4.757e-01, eta: 2 days, 22:09:51, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2418, top5_acc: 0.4629, loss_cls: 3.8001, loss: 3.8001, grad_norm: 1.0685 2020-10-06 23:56:17,250 - mmaction - INFO - Epoch [78][120/1413] lr: 4.757e-01, eta: 2 days, 22:09:29, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2452, top5_acc: 0.4677, loss_cls: 3.7774, loss: 3.7774, grad_norm: 1.0417 2020-10-06 23:56:36,817 - mmaction - INFO - Epoch [78][140/1413] lr: 4.757e-01, eta: 2 days, 22:09:06, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2418, top5_acc: 0.4661, loss_cls: 3.7625, loss: 3.7625, grad_norm: 1.0462 2020-10-06 23:56:56,529 - mmaction - INFO - Epoch [78][160/1413] lr: 4.757e-01, eta: 2 days, 22:08:45, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2383, top5_acc: 0.4625, loss_cls: 3.8069, loss: 3.8069, grad_norm: 1.0536 2020-10-06 23:57:16,141 - mmaction - INFO - Epoch [78][180/1413] lr: 4.757e-01, eta: 2 days, 22:08:22, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2441, top5_acc: 0.4796, loss_cls: 3.7668, loss: 3.7668, grad_norm: 1.0593 2020-10-06 23:57:35,790 - mmaction - INFO - Epoch [78][200/1413] lr: 4.757e-01, eta: 2 days, 22:08:01, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2352, top5_acc: 0.4667, loss_cls: 3.7804, loss: 3.7804, grad_norm: 1.0578 2020-10-06 23:57:55,360 - mmaction - INFO - Epoch [78][220/1413] lr: 4.757e-01, eta: 2 days, 22:07:38, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2427, top5_acc: 0.4682, loss_cls: 3.8051, loss: 3.8051, grad_norm: 1.0491 2020-10-06 23:58:14,929 - mmaction - INFO - Epoch [78][240/1413] lr: 4.757e-01, eta: 2 days, 22:07:15, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2348, top5_acc: 0.4668, loss_cls: 3.8026, loss: 3.8026, grad_norm: 1.0502 2020-10-06 23:58:34,517 - mmaction - INFO - Epoch [78][260/1413] lr: 4.757e-01, eta: 2 days, 22:06:53, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2371, top5_acc: 0.4669, loss_cls: 3.8139, loss: 3.8139, grad_norm: 1.0570 2020-10-06 23:58:54,087 - mmaction - INFO - Epoch [78][280/1413] lr: 4.757e-01, eta: 2 days, 22:06:31, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2378, top5_acc: 0.4650, loss_cls: 3.7915, loss: 3.7915, grad_norm: 1.0469 2020-10-06 23:59:13,634 - mmaction - INFO - Epoch [78][300/1413] lr: 4.757e-01, eta: 2 days, 22:06:08, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2339, top5_acc: 0.4564, loss_cls: 3.8331, loss: 3.8331, grad_norm: 1.0587 2020-10-06 23:59:33,201 - mmaction - INFO - Epoch [78][320/1413] lr: 4.757e-01, eta: 2 days, 22:05:45, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2400, top5_acc: 0.4645, loss_cls: 3.8092, loss: 3.8092, grad_norm: 1.0247 2020-10-06 23:59:52,763 - mmaction - INFO - Epoch [78][340/1413] lr: 4.757e-01, eta: 2 days, 22:05:23, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2374, top5_acc: 0.4691, loss_cls: 3.7456, loss: 3.7456, grad_norm: 1.0495 2020-10-07 00:00:13,046 - mmaction - INFO - Epoch [78][360/1413] lr: 4.757e-01, eta: 2 days, 22:05:05, time: 1.013, data_time: 0.001, memory: 8482, top1_acc: 0.2400, top5_acc: 0.4689, loss_cls: 3.7743, loss: 3.7743, grad_norm: 1.0543 2020-10-07 00:00:32,681 - mmaction - INFO - Epoch [78][380/1413] lr: 4.757e-01, eta: 2 days, 22:04:43, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2483, top5_acc: 0.4691, loss_cls: 3.7714, loss: 3.7714, grad_norm: 1.0747 2020-10-07 00:00:52,261 - mmaction - INFO - Epoch [78][400/1413] lr: 4.757e-01, eta: 2 days, 22:04:20, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2461, top5_acc: 0.4697, loss_cls: 3.7977, loss: 3.7977, grad_norm: 1.0593 2020-10-07 00:01:11,907 - mmaction - INFO - Epoch [78][420/1413] lr: 4.757e-01, eta: 2 days, 22:03:58, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2413, top5_acc: 0.4702, loss_cls: 3.7717, loss: 3.7717, grad_norm: 1.0599 2020-10-07 00:01:31,547 - mmaction - INFO - Epoch [78][440/1413] lr: 4.757e-01, eta: 2 days, 22:03:36, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2474, top5_acc: 0.4729, loss_cls: 3.7672, loss: 3.7672, grad_norm: 1.0759 2020-10-07 00:01:51,061 - mmaction - INFO - Epoch [78][460/1413] lr: 4.757e-01, eta: 2 days, 22:03:14, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2452, top5_acc: 0.4770, loss_cls: 3.7677, loss: 3.7677, grad_norm: 1.0668 2020-10-07 00:02:10,605 - mmaction - INFO - Epoch [78][480/1413] lr: 4.757e-01, eta: 2 days, 22:02:51, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2389, top5_acc: 0.4674, loss_cls: 3.7904, loss: 3.7904, grad_norm: 1.0488 2020-10-07 00:02:30,265 - mmaction - INFO - Epoch [78][500/1413] lr: 4.757e-01, eta: 2 days, 22:02:29, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2383, top5_acc: 0.4624, loss_cls: 3.8144, loss: 3.8144, grad_norm: 1.0614 2020-10-07 00:02:49,774 - mmaction - INFO - Epoch [78][520/1413] lr: 4.757e-01, eta: 2 days, 22:02:06, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2319, top5_acc: 0.4643, loss_cls: 3.8204, loss: 3.8204, grad_norm: 1.0394 2020-10-07 00:03:09,497 - mmaction - INFO - Epoch [78][540/1413] lr: 4.757e-01, eta: 2 days, 22:01:45, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2327, top5_acc: 0.4648, loss_cls: 3.8102, loss: 3.8102, grad_norm: 1.0544 2020-10-07 00:03:29,085 - mmaction - INFO - Epoch [78][560/1413] lr: 4.757e-01, eta: 2 days, 22:01:22, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2357, top5_acc: 0.4620, loss_cls: 3.8053, loss: 3.8053, grad_norm: 1.0687 2020-10-07 00:03:48,684 - mmaction - INFO - Epoch [78][580/1413] lr: 4.757e-01, eta: 2 days, 22:01:00, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2314, top5_acc: 0.4639, loss_cls: 3.8078, loss: 3.8078, grad_norm: 1.0552 2020-10-07 00:04:08,234 - mmaction - INFO - Epoch [78][600/1413] lr: 4.757e-01, eta: 2 days, 22:00:37, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2363, top5_acc: 0.4639, loss_cls: 3.8303, loss: 3.8303, grad_norm: 1.0571 2020-10-07 00:04:27,824 - mmaction - INFO - Epoch [78][620/1413] lr: 4.757e-01, eta: 2 days, 22:00:15, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2449, top5_acc: 0.4691, loss_cls: 3.7559, loss: 3.7559, grad_norm: 1.0601 2020-10-07 00:04:47,446 - mmaction - INFO - Epoch [78][640/1413] lr: 4.757e-01, eta: 2 days, 21:59:53, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2367, top5_acc: 0.4660, loss_cls: 3.7955, loss: 3.7955, grad_norm: 1.0456 2020-10-07 00:05:07,146 - mmaction - INFO - Epoch [78][660/1413] lr: 4.757e-01, eta: 2 days, 21:59:31, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2323, top5_acc: 0.4576, loss_cls: 3.8068, loss: 3.8068, grad_norm: 1.0563 2020-10-07 00:05:26,694 - mmaction - INFO - Epoch [78][680/1413] lr: 4.757e-01, eta: 2 days, 21:59:09, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2414, top5_acc: 0.4658, loss_cls: 3.7804, loss: 3.7804, grad_norm: 1.0392 2020-10-07 00:05:46,340 - mmaction - INFO - Epoch [78][700/1413] lr: 4.757e-01, eta: 2 days, 21:58:47, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2339, top5_acc: 0.4698, loss_cls: 3.7929, loss: 3.7929, grad_norm: 1.0656 2020-10-07 00:06:06,013 - mmaction - INFO - Epoch [78][720/1413] lr: 4.757e-01, eta: 2 days, 21:58:25, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2362, top5_acc: 0.4608, loss_cls: 3.8066, loss: 3.8066, grad_norm: 1.0770 2020-10-07 00:06:25,582 - mmaction - INFO - Epoch [78][740/1413] lr: 4.757e-01, eta: 2 days, 21:58:02, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2352, top5_acc: 0.4630, loss_cls: 3.7845, loss: 3.7845, grad_norm: 1.0471 2020-10-07 00:06:45,164 - mmaction - INFO - Epoch [78][760/1413] lr: 4.757e-01, eta: 2 days, 21:57:40, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2382, top5_acc: 0.4602, loss_cls: 3.7980, loss: 3.7980, grad_norm: 1.0458 2020-10-07 00:07:04,768 - mmaction - INFO - Epoch [78][780/1413] lr: 4.757e-01, eta: 2 days, 21:57:18, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2374, top5_acc: 0.4617, loss_cls: 3.8153, loss: 3.8153, grad_norm: 1.0516 2020-10-07 00:07:24,492 - mmaction - INFO - Epoch [78][800/1413] lr: 4.757e-01, eta: 2 days, 21:56:56, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2457, top5_acc: 0.4724, loss_cls: 3.7769, loss: 3.7769, grad_norm: 1.0413 2020-10-07 00:07:44,146 - mmaction - INFO - Epoch [78][820/1413] lr: 4.757e-01, eta: 2 days, 21:56:35, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2247, top5_acc: 0.4449, loss_cls: 3.8677, loss: 3.8677, grad_norm: 1.0679 2020-10-07 00:08:03,848 - mmaction - INFO - Epoch [78][840/1413] lr: 4.757e-01, eta: 2 days, 21:56:13, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2335, top5_acc: 0.4685, loss_cls: 3.7866, loss: 3.7866, grad_norm: 1.0406 2020-10-07 00:08:23,489 - mmaction - INFO - Epoch [78][860/1413] lr: 4.757e-01, eta: 2 days, 21:55:51, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2331, top5_acc: 0.4641, loss_cls: 3.8206, loss: 3.8206, grad_norm: 1.0425 2020-10-07 00:08:43,120 - mmaction - INFO - Epoch [78][880/1413] lr: 4.757e-01, eta: 2 days, 21:55:29, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2352, top5_acc: 0.4652, loss_cls: 3.8111, loss: 3.8111, grad_norm: 1.0605 2020-10-07 00:09:02,644 - mmaction - INFO - Epoch [78][900/1413] lr: 4.757e-01, eta: 2 days, 21:55:06, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2467, top5_acc: 0.4736, loss_cls: 3.7692, loss: 3.7692, grad_norm: 1.0521 2020-10-07 00:09:22,297 - mmaction - INFO - Epoch [78][920/1413] lr: 4.757e-01, eta: 2 days, 21:54:44, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2431, top5_acc: 0.4638, loss_cls: 3.7943, loss: 3.7943, grad_norm: 1.0616 2020-10-07 00:09:41,968 - mmaction - INFO - Epoch [78][940/1413] lr: 4.757e-01, eta: 2 days, 21:54:22, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2382, top5_acc: 0.4684, loss_cls: 3.8024, loss: 3.8024, grad_norm: 1.0582 2020-10-07 00:10:01,592 - mmaction - INFO - Epoch [78][960/1413] lr: 4.757e-01, eta: 2 days, 21:54:00, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2342, top5_acc: 0.4646, loss_cls: 3.8286, loss: 3.8286, grad_norm: 1.0592 2020-10-07 00:10:21,294 - mmaction - INFO - Epoch [78][980/1413] lr: 4.757e-01, eta: 2 days, 21:53:39, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2380, top5_acc: 0.4625, loss_cls: 3.8263, loss: 3.8263, grad_norm: 1.0373 2020-10-07 00:10:40,877 - mmaction - INFO - Epoch [78][1000/1413] lr: 4.757e-01, eta: 2 days, 21:53:16, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2384, top5_acc: 0.4669, loss_cls: 3.8089, loss: 3.8089, grad_norm: 1.0479 2020-10-07 00:11:00,490 - mmaction - INFO - Epoch [78][1020/1413] lr: 4.757e-01, eta: 2 days, 21:52:54, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2396, top5_acc: 0.4674, loss_cls: 3.7848, loss: 3.7848, grad_norm: 1.0486 2020-10-07 00:11:20,188 - mmaction - INFO - Epoch [78][1040/1413] lr: 4.757e-01, eta: 2 days, 21:52:33, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2470, top5_acc: 0.4725, loss_cls: 3.7483, loss: 3.7483, grad_norm: 1.0465 2020-10-07 00:11:39,866 - mmaction - INFO - Epoch [78][1060/1413] lr: 4.757e-01, eta: 2 days, 21:52:11, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2327, top5_acc: 0.4594, loss_cls: 3.8075, loss: 3.8075, grad_norm: 1.0633 2020-10-07 00:11:59,503 - mmaction - INFO - Epoch [78][1080/1413] lr: 4.757e-01, eta: 2 days, 21:51:49, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2337, top5_acc: 0.4629, loss_cls: 3.8185, loss: 3.8185, grad_norm: 1.0536 2020-10-07 00:12:19,096 - mmaction - INFO - Epoch [78][1100/1413] lr: 4.757e-01, eta: 2 days, 21:51:27, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2410, top5_acc: 0.4626, loss_cls: 3.7972, loss: 3.7972, grad_norm: 1.0469 2020-10-07 00:12:38,614 - mmaction - INFO - Epoch [78][1120/1413] lr: 4.757e-01, eta: 2 days, 21:51:04, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2353, top5_acc: 0.4542, loss_cls: 3.8421, loss: 3.8421, grad_norm: 1.0746 2020-10-07 00:12:58,167 - mmaction - INFO - Epoch [78][1140/1413] lr: 4.757e-01, eta: 2 days, 21:50:41, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2435, top5_acc: 0.4717, loss_cls: 3.7786, loss: 3.7786, grad_norm: 1.0553 2020-10-07 00:13:17,710 - mmaction - INFO - Epoch [78][1160/1413] lr: 4.757e-01, eta: 2 days, 21:50:19, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2418, top5_acc: 0.4639, loss_cls: 3.7883, loss: 3.7883, grad_norm: 1.0494 2020-10-07 00:13:37,255 - mmaction - INFO - Epoch [78][1180/1413] lr: 4.757e-01, eta: 2 days, 21:49:56, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2309, top5_acc: 0.4569, loss_cls: 3.8291, loss: 3.8291, grad_norm: 1.0526 2020-10-07 00:13:56,826 - mmaction - INFO - Epoch [78][1200/1413] lr: 4.757e-01, eta: 2 days, 21:49:34, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2426, top5_acc: 0.4668, loss_cls: 3.7773, loss: 3.7773, grad_norm: 1.0614 2020-10-07 00:14:16,417 - mmaction - INFO - Epoch [78][1220/1413] lr: 4.757e-01, eta: 2 days, 21:49:12, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2436, top5_acc: 0.4677, loss_cls: 3.7711, loss: 3.7711, grad_norm: 1.0534 2020-10-07 00:14:36,001 - mmaction - INFO - Epoch [78][1240/1413] lr: 4.757e-01, eta: 2 days, 21:48:50, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2328, top5_acc: 0.4621, loss_cls: 3.8375, loss: 3.8375, grad_norm: 1.0713 2020-10-07 00:14:55,645 - mmaction - INFO - Epoch [78][1260/1413] lr: 4.757e-01, eta: 2 days, 21:48:28, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2387, top5_acc: 0.4611, loss_cls: 3.8110, loss: 3.8110, grad_norm: 1.0544 2020-10-07 00:15:15,154 - mmaction - INFO - Epoch [78][1280/1413] lr: 4.757e-01, eta: 2 days, 21:48:05, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2320, top5_acc: 0.4621, loss_cls: 3.8271, loss: 3.8271, grad_norm: 1.0446 2020-10-07 00:15:34,721 - mmaction - INFO - Epoch [78][1300/1413] lr: 4.757e-01, eta: 2 days, 21:47:42, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2422, top5_acc: 0.4684, loss_cls: 3.7937, loss: 3.7937, grad_norm: 1.0477 2020-10-07 00:15:54,463 - mmaction - INFO - Epoch [78][1320/1413] lr: 4.757e-01, eta: 2 days, 21:47:21, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2422, top5_acc: 0.4681, loss_cls: 3.7901, loss: 3.7901, grad_norm: 1.0754 2020-10-07 00:16:14,164 - mmaction - INFO - Epoch [78][1340/1413] lr: 4.757e-01, eta: 2 days, 21:47:00, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2406, top5_acc: 0.4716, loss_cls: 3.7724, loss: 3.7724, grad_norm: 1.0534 2020-10-07 00:16:33,907 - mmaction - INFO - Epoch [78][1360/1413] lr: 4.757e-01, eta: 2 days, 21:46:38, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2324, top5_acc: 0.4604, loss_cls: 3.8363, loss: 3.8363, grad_norm: 1.0696 2020-10-07 00:16:53,535 - mmaction - INFO - Epoch [78][1380/1413] lr: 4.757e-01, eta: 2 days, 21:46:16, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2422, top5_acc: 0.4655, loss_cls: 3.7764, loss: 3.7764, grad_norm: 1.0455 2020-10-07 00:17:13,060 - mmaction - INFO - Epoch [78][1400/1413] lr: 4.757e-01, eta: 2 days, 21:45:54, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2436, top5_acc: 0.4711, loss_cls: 3.7864, loss: 3.7864, grad_norm: 1.0695 2020-10-07 00:18:21,117 - mmaction - INFO - Epoch [79][20/1413] lr: 4.727e-01, eta: 2 days, 21:47:23, time: 2.678, data_time: 1.685, memory: 8482, top1_acc: 0.2355, top5_acc: 0.4621, loss_cls: 3.8171, loss: 3.8171, grad_norm: 1.0584 2020-10-07 00:18:40,566 - mmaction - INFO - Epoch [79][40/1413] lr: 4.727e-01, eta: 2 days, 21:47:00, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.2404, top5_acc: 0.4643, loss_cls: 3.7960, loss: 3.7960, grad_norm: 1.0657 2020-10-07 00:19:00,141 - mmaction - INFO - Epoch [79][60/1413] lr: 4.727e-01, eta: 2 days, 21:46:37, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2423, top5_acc: 0.4721, loss_cls: 3.7645, loss: 3.7645, grad_norm: 1.0452 2020-10-07 00:19:19,700 - mmaction - INFO - Epoch [79][80/1413] lr: 4.727e-01, eta: 2 days, 21:46:15, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2329, top5_acc: 0.4661, loss_cls: 3.8103, loss: 3.8103, grad_norm: 1.0427 2020-10-07 00:19:39,384 - mmaction - INFO - Epoch [79][100/1413] lr: 4.727e-01, eta: 2 days, 21:45:53, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2397, top5_acc: 0.4689, loss_cls: 3.7979, loss: 3.7979, grad_norm: 1.0708 2020-10-07 00:19:58,928 - mmaction - INFO - Epoch [79][120/1413] lr: 4.727e-01, eta: 2 days, 21:45:31, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2348, top5_acc: 0.4677, loss_cls: 3.7691, loss: 3.7691, grad_norm: 1.0485 2020-10-07 00:20:18,510 - mmaction - INFO - Epoch [79][140/1413] lr: 4.727e-01, eta: 2 days, 21:45:08, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2460, top5_acc: 0.4764, loss_cls: 3.7349, loss: 3.7349, grad_norm: 1.0525 2020-10-07 00:20:38,128 - mmaction - INFO - Epoch [79][160/1413] lr: 4.727e-01, eta: 2 days, 21:44:46, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2483, top5_acc: 0.4777, loss_cls: 3.7514, loss: 3.7514, grad_norm: 1.0615 2020-10-07 00:20:57,687 - mmaction - INFO - Epoch [79][180/1413] lr: 4.727e-01, eta: 2 days, 21:44:24, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2419, top5_acc: 0.4626, loss_cls: 3.8106, loss: 3.8106, grad_norm: 1.0624 2020-10-07 00:21:17,250 - mmaction - INFO - Epoch [79][200/1413] lr: 4.727e-01, eta: 2 days, 21:44:01, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2473, top5_acc: 0.4762, loss_cls: 3.7364, loss: 3.7364, grad_norm: 1.0478 2020-10-07 00:21:36,948 - mmaction - INFO - Epoch [79][220/1413] lr: 4.727e-01, eta: 2 days, 21:43:40, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2431, top5_acc: 0.4704, loss_cls: 3.7870, loss: 3.7870, grad_norm: 1.0690 2020-10-07 00:21:56,423 - mmaction - INFO - Epoch [79][240/1413] lr: 4.727e-01, eta: 2 days, 21:43:17, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2404, top5_acc: 0.4673, loss_cls: 3.7781, loss: 3.7781, grad_norm: 1.0388 2020-10-07 00:22:16,001 - mmaction - INFO - Epoch [79][260/1413] lr: 4.727e-01, eta: 2 days, 21:42:54, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2419, top5_acc: 0.4660, loss_cls: 3.7882, loss: 3.7882, grad_norm: 1.0599 2020-10-07 00:22:35,822 - mmaction - INFO - Epoch [79][280/1413] lr: 4.727e-01, eta: 2 days, 21:42:33, time: 0.990, data_time: 0.001, memory: 8482, top1_acc: 0.2389, top5_acc: 0.4706, loss_cls: 3.7840, loss: 3.7840, grad_norm: 1.0525 2020-10-07 00:22:55,466 - mmaction - INFO - Epoch [79][300/1413] lr: 4.727e-01, eta: 2 days, 21:42:12, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2342, top5_acc: 0.4664, loss_cls: 3.8223, loss: 3.8223, grad_norm: 1.0356 2020-10-07 00:23:14,977 - mmaction - INFO - Epoch [79][320/1413] lr: 4.727e-01, eta: 2 days, 21:41:49, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2460, top5_acc: 0.4727, loss_cls: 3.7544, loss: 3.7544, grad_norm: 1.0683 2020-10-07 00:23:34,594 - mmaction - INFO - Epoch [79][340/1413] lr: 4.727e-01, eta: 2 days, 21:41:27, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2396, top5_acc: 0.4620, loss_cls: 3.7976, loss: 3.7976, grad_norm: 1.0687 2020-10-07 00:23:54,347 - mmaction - INFO - Epoch [79][360/1413] lr: 4.727e-01, eta: 2 days, 21:41:05, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.2375, top5_acc: 0.4663, loss_cls: 3.7938, loss: 3.7938, grad_norm: 1.0759 2020-10-07 00:24:13,928 - mmaction - INFO - Epoch [79][380/1413] lr: 4.727e-01, eta: 2 days, 21:40:43, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2350, top5_acc: 0.4517, loss_cls: 3.8353, loss: 3.8353, grad_norm: 1.0733 2020-10-07 00:24:33,591 - mmaction - INFO - Epoch [79][400/1413] lr: 4.727e-01, eta: 2 days, 21:40:21, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2323, top5_acc: 0.4582, loss_cls: 3.8372, loss: 3.8372, grad_norm: 1.0585 2020-10-07 00:24:53,219 - mmaction - INFO - Epoch [79][420/1413] lr: 4.727e-01, eta: 2 days, 21:39:59, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2441, top5_acc: 0.4685, loss_cls: 3.8018, loss: 3.8018, grad_norm: 1.0487 2020-10-07 00:25:12,932 - mmaction - INFO - Epoch [79][440/1413] lr: 4.727e-01, eta: 2 days, 21:39:38, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2426, top5_acc: 0.4677, loss_cls: 3.7823, loss: 3.7823, grad_norm: 1.0298 2020-10-07 00:25:32,554 - mmaction - INFO - Epoch [79][460/1413] lr: 4.727e-01, eta: 2 days, 21:39:16, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2340, top5_acc: 0.4703, loss_cls: 3.7812, loss: 3.7812, grad_norm: 1.0581 2020-10-07 00:25:52,135 - mmaction - INFO - Epoch [79][480/1413] lr: 4.727e-01, eta: 2 days, 21:38:53, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2380, top5_acc: 0.4608, loss_cls: 3.8119, loss: 3.8119, grad_norm: 1.0481 2020-10-07 00:26:11,712 - mmaction - INFO - Epoch [79][500/1413] lr: 4.727e-01, eta: 2 days, 21:38:31, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2372, top5_acc: 0.4607, loss_cls: 3.8058, loss: 3.8058, grad_norm: 1.0453 2020-10-07 00:26:31,262 - mmaction - INFO - Epoch [79][520/1413] lr: 4.727e-01, eta: 2 days, 21:38:09, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2383, top5_acc: 0.4682, loss_cls: 3.7832, loss: 3.7832, grad_norm: 1.0463 2020-10-07 00:26:50,903 - mmaction - INFO - Epoch [79][540/1413] lr: 4.727e-01, eta: 2 days, 21:37:47, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2405, top5_acc: 0.4687, loss_cls: 3.7789, loss: 3.7789, grad_norm: 1.0668 2020-10-07 00:27:10,494 - mmaction - INFO - Epoch [79][560/1413] lr: 4.727e-01, eta: 2 days, 21:37:25, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2341, top5_acc: 0.4630, loss_cls: 3.8130, loss: 3.8130, grad_norm: 1.0544 2020-10-07 00:27:30,106 - mmaction - INFO - Epoch [79][580/1413] lr: 4.727e-01, eta: 2 days, 21:37:02, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2335, top5_acc: 0.4618, loss_cls: 3.8496, loss: 3.8496, grad_norm: 1.0575 2020-10-07 00:27:49,726 - mmaction - INFO - Epoch [79][600/1413] lr: 4.727e-01, eta: 2 days, 21:36:40, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2374, top5_acc: 0.4632, loss_cls: 3.8032, loss: 3.8032, grad_norm: 1.0502 2020-10-07 00:28:09,379 - mmaction - INFO - Epoch [79][620/1413] lr: 4.727e-01, eta: 2 days, 21:36:19, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2415, top5_acc: 0.4654, loss_cls: 3.7939, loss: 3.7939, grad_norm: 1.0508 2020-10-07 00:28:28,994 - mmaction - INFO - Epoch [79][640/1413] lr: 4.727e-01, eta: 2 days, 21:35:56, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2413, top5_acc: 0.4720, loss_cls: 3.7524, loss: 3.7524, grad_norm: 1.0428 2020-10-07 00:28:48,550 - mmaction - INFO - Epoch [79][660/1413] lr: 4.727e-01, eta: 2 days, 21:35:34, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2391, top5_acc: 0.4642, loss_cls: 3.7810, loss: 3.7810, grad_norm: 1.0577 2020-10-07 00:29:08,188 - mmaction - INFO - Epoch [79][680/1413] lr: 4.727e-01, eta: 2 days, 21:35:12, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2451, top5_acc: 0.4643, loss_cls: 3.7906, loss: 3.7906, grad_norm: 1.0428 2020-10-07 00:29:27,876 - mmaction - INFO - Epoch [79][700/1413] lr: 4.727e-01, eta: 2 days, 21:34:50, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2406, top5_acc: 0.4665, loss_cls: 3.8051, loss: 3.8051, grad_norm: 1.0547 2020-10-07 00:29:47,510 - mmaction - INFO - Epoch [79][720/1413] lr: 4.727e-01, eta: 2 days, 21:34:29, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2466, top5_acc: 0.4717, loss_cls: 3.7535, loss: 3.7535, grad_norm: 1.0652 2020-10-07 00:30:07,236 - mmaction - INFO - Epoch [79][740/1413] lr: 4.727e-01, eta: 2 days, 21:34:07, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2332, top5_acc: 0.4583, loss_cls: 3.8188, loss: 3.8188, grad_norm: 1.0754 2020-10-07 00:30:25,981 - mmaction - INFO - Epoch [79][760/1413] lr: 4.727e-01, eta: 2 days, 21:33:40, time: 0.937, data_time: 0.002, memory: 8482, top1_acc: 0.2337, top5_acc: 0.4669, loss_cls: 3.7907, loss: 3.7907, grad_norm: 1.0486 2020-10-07 00:30:45,653 - mmaction - INFO - Epoch [79][780/1413] lr: 4.727e-01, eta: 2 days, 21:33:18, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2375, top5_acc: 0.4663, loss_cls: 3.7959, loss: 3.7959, grad_norm: 1.0609 2020-10-07 00:31:05,236 - mmaction - INFO - Epoch [79][800/1413] lr: 4.727e-01, eta: 2 days, 21:32:56, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2454, top5_acc: 0.4698, loss_cls: 3.7676, loss: 3.7676, grad_norm: 1.0445 2020-10-07 00:31:24,810 - mmaction - INFO - Epoch [79][820/1413] lr: 4.727e-01, eta: 2 days, 21:32:34, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2357, top5_acc: 0.4579, loss_cls: 3.8132, loss: 3.8132, grad_norm: 1.0672 2020-10-07 00:31:44,454 - mmaction - INFO - Epoch [79][840/1413] lr: 4.727e-01, eta: 2 days, 21:32:12, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2341, top5_acc: 0.4621, loss_cls: 3.8104, loss: 3.8104, grad_norm: 1.0487 2020-10-07 00:32:04,064 - mmaction - INFO - Epoch [79][860/1413] lr: 4.727e-01, eta: 2 days, 21:31:50, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2382, top5_acc: 0.4616, loss_cls: 3.8162, loss: 3.8162, grad_norm: 1.0545 2020-10-07 00:32:23,667 - mmaction - INFO - Epoch [79][880/1413] lr: 4.727e-01, eta: 2 days, 21:31:28, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2400, top5_acc: 0.4635, loss_cls: 3.8153, loss: 3.8153, grad_norm: 1.0445 2020-10-07 00:32:43,306 - mmaction - INFO - Epoch [79][900/1413] lr: 4.727e-01, eta: 2 days, 21:31:06, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2346, top5_acc: 0.4650, loss_cls: 3.8218, loss: 3.8218, grad_norm: 1.0666 2020-10-07 00:33:02,939 - mmaction - INFO - Epoch [79][920/1413] lr: 4.727e-01, eta: 2 days, 21:30:44, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2422, top5_acc: 0.4659, loss_cls: 3.7874, loss: 3.7874, grad_norm: 1.0343 2020-10-07 00:33:22,673 - mmaction - INFO - Epoch [79][940/1413] lr: 4.727e-01, eta: 2 days, 21:30:22, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2431, top5_acc: 0.4615, loss_cls: 3.8061, loss: 3.8061, grad_norm: 1.0587 2020-10-07 00:33:42,292 - mmaction - INFO - Epoch [79][960/1413] lr: 4.727e-01, eta: 2 days, 21:30:00, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2324, top5_acc: 0.4615, loss_cls: 3.8215, loss: 3.8215, grad_norm: 1.0792 2020-10-07 00:34:01,900 - mmaction - INFO - Epoch [79][980/1413] lr: 4.727e-01, eta: 2 days, 21:29:38, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2401, top5_acc: 0.4695, loss_cls: 3.7575, loss: 3.7575, grad_norm: 1.0394 2020-10-07 00:34:21,559 - mmaction - INFO - Epoch [79][1000/1413] lr: 4.727e-01, eta: 2 days, 21:29:17, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2368, top5_acc: 0.4578, loss_cls: 3.8212, loss: 3.8212, grad_norm: 1.0553 2020-10-07 00:34:41,204 - mmaction - INFO - Epoch [79][1020/1413] lr: 4.727e-01, eta: 2 days, 21:28:55, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2393, top5_acc: 0.4660, loss_cls: 3.8035, loss: 3.8035, grad_norm: 1.0451 2020-10-07 00:35:00,769 - mmaction - INFO - Epoch [79][1040/1413] lr: 4.727e-01, eta: 2 days, 21:28:32, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2345, top5_acc: 0.4611, loss_cls: 3.8362, loss: 3.8362, grad_norm: 1.0474 2020-10-07 00:35:20,473 - mmaction - INFO - Epoch [79][1060/1413] lr: 4.727e-01, eta: 2 days, 21:28:11, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2397, top5_acc: 0.4661, loss_cls: 3.7933, loss: 3.7933, grad_norm: 1.0639 2020-10-07 00:35:40,152 - mmaction - INFO - Epoch [79][1080/1413] lr: 4.727e-01, eta: 2 days, 21:27:49, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2431, top5_acc: 0.4594, loss_cls: 3.7878, loss: 3.7878, grad_norm: 1.0550 2020-10-07 00:35:59,735 - mmaction - INFO - Epoch [79][1100/1413] lr: 4.727e-01, eta: 2 days, 21:27:27, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2289, top5_acc: 0.4637, loss_cls: 3.8120, loss: 3.8120, grad_norm: 1.0692 2020-10-07 00:36:19,313 - mmaction - INFO - Epoch [79][1120/1413] lr: 4.727e-01, eta: 2 days, 21:27:05, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2352, top5_acc: 0.4613, loss_cls: 3.8310, loss: 3.8310, grad_norm: 1.0589 2020-10-07 00:36:38,963 - mmaction - INFO - Epoch [79][1140/1413] lr: 4.727e-01, eta: 2 days, 21:26:43, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2361, top5_acc: 0.4612, loss_cls: 3.8046, loss: 3.8046, grad_norm: 1.0689 2020-10-07 00:36:58,653 - mmaction - INFO - Epoch [79][1160/1413] lr: 4.727e-01, eta: 2 days, 21:26:21, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2354, top5_acc: 0.4621, loss_cls: 3.7999, loss: 3.7999, grad_norm: 1.0577 2020-10-07 00:37:18,320 - mmaction - INFO - Epoch [79][1180/1413] lr: 4.727e-01, eta: 2 days, 21:26:00, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2323, top5_acc: 0.4595, loss_cls: 3.8424, loss: 3.8424, grad_norm: 1.0577 2020-10-07 00:37:37,988 - mmaction - INFO - Epoch [79][1200/1413] lr: 4.727e-01, eta: 2 days, 21:25:38, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2371, top5_acc: 0.4684, loss_cls: 3.7873, loss: 3.7873, grad_norm: 1.0409 2020-10-07 00:37:57,597 - mmaction - INFO - Epoch [79][1220/1413] lr: 4.727e-01, eta: 2 days, 21:25:16, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2391, top5_acc: 0.4650, loss_cls: 3.7929, loss: 3.7929, grad_norm: 1.0621 2020-10-07 00:38:17,193 - mmaction - INFO - Epoch [79][1240/1413] lr: 4.727e-01, eta: 2 days, 21:24:54, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2444, top5_acc: 0.4729, loss_cls: 3.7833, loss: 3.7833, grad_norm: 1.0285 2020-10-07 00:38:36,786 - mmaction - INFO - Epoch [79][1260/1413] lr: 4.727e-01, eta: 2 days, 21:24:32, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2415, top5_acc: 0.4716, loss_cls: 3.7750, loss: 3.7750, grad_norm: 1.0714 2020-10-07 00:38:56,348 - mmaction - INFO - Epoch [79][1280/1413] lr: 4.727e-01, eta: 2 days, 21:24:09, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2415, top5_acc: 0.4629, loss_cls: 3.8136, loss: 3.8136, grad_norm: 1.0654 2020-10-07 00:39:15,951 - mmaction - INFO - Epoch [79][1300/1413] lr: 4.727e-01, eta: 2 days, 21:23:47, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2247, top5_acc: 0.4530, loss_cls: 3.8567, loss: 3.8567, grad_norm: 1.0425 2020-10-07 00:39:35,529 - mmaction - INFO - Epoch [79][1320/1413] lr: 4.727e-01, eta: 2 days, 21:23:25, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2329, top5_acc: 0.4638, loss_cls: 3.7902, loss: 3.7902, grad_norm: 1.0402 2020-10-07 00:39:55,194 - mmaction - INFO - Epoch [79][1340/1413] lr: 4.727e-01, eta: 2 days, 21:23:03, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2302, top5_acc: 0.4586, loss_cls: 3.8213, loss: 3.8213, grad_norm: 1.0436 2020-10-07 00:40:14,824 - mmaction - INFO - Epoch [79][1360/1413] lr: 4.727e-01, eta: 2 days, 21:22:42, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2462, top5_acc: 0.4655, loss_cls: 3.7814, loss: 3.7814, grad_norm: 1.0604 2020-10-07 00:40:34,344 - mmaction - INFO - Epoch [79][1380/1413] lr: 4.727e-01, eta: 2 days, 21:22:19, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2350, top5_acc: 0.4617, loss_cls: 3.8362, loss: 3.8362, grad_norm: 1.0464 2020-10-07 00:40:53,972 - mmaction - INFO - Epoch [79][1400/1413] lr: 4.727e-01, eta: 2 days, 21:21:57, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2352, top5_acc: 0.4651, loss_cls: 3.8031, loss: 3.8031, grad_norm: 1.0597 2020-10-07 00:41:58,100 - mmaction - INFO - Epoch [80][20/1413] lr: 4.697e-01, eta: 2 days, 21:23:05, time: 2.535, data_time: 1.401, memory: 8482, top1_acc: 0.2431, top5_acc: 0.4784, loss_cls: 3.7576, loss: 3.7576, grad_norm: 1.0721 2020-10-07 00:42:17,547 - mmaction - INFO - Epoch [80][40/1413] lr: 4.697e-01, eta: 2 days, 21:22:42, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.2414, top5_acc: 0.4681, loss_cls: 3.7589, loss: 3.7589, grad_norm: 1.0374 2020-10-07 00:42:37,088 - mmaction - INFO - Epoch [80][60/1413] lr: 4.697e-01, eta: 2 days, 21:22:20, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2375, top5_acc: 0.4630, loss_cls: 3.7864, loss: 3.7864, grad_norm: 1.0605 2020-10-07 00:42:56,806 - mmaction - INFO - Epoch [80][80/1413] lr: 4.697e-01, eta: 2 days, 21:21:58, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2430, top5_acc: 0.4732, loss_cls: 3.7635, loss: 3.7635, grad_norm: 1.0500 2020-10-07 00:43:16,362 - mmaction - INFO - Epoch [80][100/1413] lr: 4.697e-01, eta: 2 days, 21:21:36, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2415, top5_acc: 0.4719, loss_cls: 3.7575, loss: 3.7575, grad_norm: 1.0586 2020-10-07 00:43:35,985 - mmaction - INFO - Epoch [80][120/1413] lr: 4.697e-01, eta: 2 days, 21:21:14, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2470, top5_acc: 0.4767, loss_cls: 3.7459, loss: 3.7459, grad_norm: 1.0589 2020-10-07 00:43:55,617 - mmaction - INFO - Epoch [80][140/1413] lr: 4.697e-01, eta: 2 days, 21:20:52, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2431, top5_acc: 0.4658, loss_cls: 3.7659, loss: 3.7659, grad_norm: 1.0593 2020-10-07 00:44:15,251 - mmaction - INFO - Epoch [80][160/1413] lr: 4.697e-01, eta: 2 days, 21:20:30, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2426, top5_acc: 0.4637, loss_cls: 3.7922, loss: 3.7922, grad_norm: 1.0690 2020-10-07 00:44:34,831 - mmaction - INFO - Epoch [80][180/1413] lr: 4.697e-01, eta: 2 days, 21:20:08, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2385, top5_acc: 0.4686, loss_cls: 3.8174, loss: 3.8174, grad_norm: 1.0665 2020-10-07 00:44:54,392 - mmaction - INFO - Epoch [80][200/1413] lr: 4.697e-01, eta: 2 days, 21:19:46, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2367, top5_acc: 0.4621, loss_cls: 3.8539, loss: 3.8539, grad_norm: 1.0463 2020-10-07 00:45:14,004 - mmaction - INFO - Epoch [80][220/1413] lr: 4.697e-01, eta: 2 days, 21:19:24, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2478, top5_acc: 0.4712, loss_cls: 3.7828, loss: 3.7828, grad_norm: 1.0553 2020-10-07 00:45:33,721 - mmaction - INFO - Epoch [80][240/1413] lr: 4.697e-01, eta: 2 days, 21:19:02, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2393, top5_acc: 0.4676, loss_cls: 3.7698, loss: 3.7698, grad_norm: 1.0600 2020-10-07 00:45:53,516 - mmaction - INFO - Epoch [80][260/1413] lr: 4.697e-01, eta: 2 days, 21:18:41, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2380, top5_acc: 0.4656, loss_cls: 3.7926, loss: 3.7926, grad_norm: 1.0806 2020-10-07 00:46:13,152 - mmaction - INFO - Epoch [80][280/1413] lr: 4.697e-01, eta: 2 days, 21:18:19, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2404, top5_acc: 0.4654, loss_cls: 3.8000, loss: 3.8000, grad_norm: 1.0413 2020-10-07 00:46:32,777 - mmaction - INFO - Epoch [80][300/1413] lr: 4.697e-01, eta: 2 days, 21:17:57, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2382, top5_acc: 0.4646, loss_cls: 3.7984, loss: 3.7984, grad_norm: 1.0598 2020-10-07 00:46:52,303 - mmaction - INFO - Epoch [80][320/1413] lr: 4.697e-01, eta: 2 days, 21:17:35, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2453, top5_acc: 0.4659, loss_cls: 3.8101, loss: 3.8101, grad_norm: 1.0463 2020-10-07 00:47:11,794 - mmaction - INFO - Epoch [80][340/1413] lr: 4.697e-01, eta: 2 days, 21:17:12, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2470, top5_acc: 0.4674, loss_cls: 3.7683, loss: 3.7683, grad_norm: 1.0652 2020-10-07 00:47:31,479 - mmaction - INFO - Epoch [80][360/1413] lr: 4.697e-01, eta: 2 days, 21:16:50, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2289, top5_acc: 0.4600, loss_cls: 3.8410, loss: 3.8410, grad_norm: 1.0727 2020-10-07 00:47:51,024 - mmaction - INFO - Epoch [80][380/1413] lr: 4.697e-01, eta: 2 days, 21:16:28, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2428, top5_acc: 0.4633, loss_cls: 3.8264, loss: 3.8264, grad_norm: 1.0527 2020-10-07 00:48:10,726 - mmaction - INFO - Epoch [80][400/1413] lr: 4.697e-01, eta: 2 days, 21:16:07, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2398, top5_acc: 0.4677, loss_cls: 3.7913, loss: 3.7913, grad_norm: 1.0646 2020-10-07 00:48:30,287 - mmaction - INFO - Epoch [80][420/1413] lr: 4.697e-01, eta: 2 days, 21:15:44, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2318, top5_acc: 0.4589, loss_cls: 3.8457, loss: 3.8457, grad_norm: 1.0446 2020-10-07 00:48:49,858 - mmaction - INFO - Epoch [80][440/1413] lr: 4.697e-01, eta: 2 days, 21:15:22, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2350, top5_acc: 0.4671, loss_cls: 3.7798, loss: 3.7798, grad_norm: 1.0481 2020-10-07 00:49:09,467 - mmaction - INFO - Epoch [80][460/1413] lr: 4.697e-01, eta: 2 days, 21:15:00, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2479, top5_acc: 0.4788, loss_cls: 3.7522, loss: 3.7522, grad_norm: 1.0530 2020-10-07 00:49:29,077 - mmaction - INFO - Epoch [80][480/1413] lr: 4.697e-01, eta: 2 days, 21:14:38, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2413, top5_acc: 0.4665, loss_cls: 3.8000, loss: 3.8000, grad_norm: 1.0635 2020-10-07 00:49:48,673 - mmaction - INFO - Epoch [80][500/1413] lr: 4.697e-01, eta: 2 days, 21:14:16, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2430, top5_acc: 0.4697, loss_cls: 3.7958, loss: 3.7958, grad_norm: 1.0391 2020-10-07 00:50:08,311 - mmaction - INFO - Epoch [80][520/1413] lr: 4.697e-01, eta: 2 days, 21:13:54, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2378, top5_acc: 0.4771, loss_cls: 3.7456, loss: 3.7456, grad_norm: 1.0579 2020-10-07 00:50:27,929 - mmaction - INFO - Epoch [80][540/1413] lr: 4.697e-01, eta: 2 days, 21:13:32, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2400, top5_acc: 0.4695, loss_cls: 3.7751, loss: 3.7751, grad_norm: 1.0829 2020-10-07 00:50:47,526 - mmaction - INFO - Epoch [80][560/1413] lr: 4.697e-01, eta: 2 days, 21:13:10, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2457, top5_acc: 0.4621, loss_cls: 3.7983, loss: 3.7983, grad_norm: 1.0643 2020-10-07 00:51:07,143 - mmaction - INFO - Epoch [80][580/1413] lr: 4.697e-01, eta: 2 days, 21:12:48, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2358, top5_acc: 0.4654, loss_cls: 3.8187, loss: 3.8187, grad_norm: 1.0594 2020-10-07 00:51:26,886 - mmaction - INFO - Epoch [80][600/1413] lr: 4.697e-01, eta: 2 days, 21:12:27, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.2382, top5_acc: 0.4626, loss_cls: 3.7985, loss: 3.7985, grad_norm: 1.0688 2020-10-07 00:51:46,428 - mmaction - INFO - Epoch [80][620/1413] lr: 4.697e-01, eta: 2 days, 21:12:04, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2500, top5_acc: 0.4753, loss_cls: 3.7594, loss: 3.7594, grad_norm: 1.0561 2020-10-07 00:52:06,028 - mmaction - INFO - Epoch [80][640/1413] lr: 4.697e-01, eta: 2 days, 21:11:42, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2461, top5_acc: 0.4732, loss_cls: 3.7598, loss: 3.7598, grad_norm: 1.0906 2020-10-07 00:52:25,615 - mmaction - INFO - Epoch [80][660/1413] lr: 4.697e-01, eta: 2 days, 21:11:20, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2316, top5_acc: 0.4609, loss_cls: 3.8359, loss: 3.8359, grad_norm: 1.0542 2020-10-07 00:52:45,282 - mmaction - INFO - Epoch [80][680/1413] lr: 4.697e-01, eta: 2 days, 21:10:59, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2388, top5_acc: 0.4727, loss_cls: 3.7996, loss: 3.7996, grad_norm: 1.0662 2020-10-07 00:53:05,025 - mmaction - INFO - Epoch [80][700/1413] lr: 4.697e-01, eta: 2 days, 21:10:37, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2398, top5_acc: 0.4499, loss_cls: 3.8562, loss: 3.8562, grad_norm: 1.0648 2020-10-07 00:53:24,684 - mmaction - INFO - Epoch [80][720/1413] lr: 4.697e-01, eta: 2 days, 21:10:16, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2462, top5_acc: 0.4697, loss_cls: 3.7674, loss: 3.7674, grad_norm: 1.0644 2020-10-07 00:53:44,346 - mmaction - INFO - Epoch [80][740/1413] lr: 4.697e-01, eta: 2 days, 21:09:54, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2368, top5_acc: 0.4715, loss_cls: 3.7711, loss: 3.7711, grad_norm: 1.0514 2020-10-07 00:54:04,035 - mmaction - INFO - Epoch [80][760/1413] lr: 4.697e-01, eta: 2 days, 21:09:32, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2438, top5_acc: 0.4676, loss_cls: 3.7834, loss: 3.7834, grad_norm: 1.0542 2020-10-07 00:54:23,725 - mmaction - INFO - Epoch [80][780/1413] lr: 4.697e-01, eta: 2 days, 21:09:11, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2329, top5_acc: 0.4589, loss_cls: 3.8206, loss: 3.8206, grad_norm: 1.0571 2020-10-07 00:54:43,461 - mmaction - INFO - Epoch [80][800/1413] lr: 4.697e-01, eta: 2 days, 21:08:49, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2431, top5_acc: 0.4725, loss_cls: 3.7903, loss: 3.7903, grad_norm: 1.0524 2020-10-07 00:55:03,126 - mmaction - INFO - Epoch [80][820/1413] lr: 4.697e-01, eta: 2 days, 21:08:28, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2408, top5_acc: 0.4665, loss_cls: 3.7875, loss: 3.7875, grad_norm: 1.0637 2020-10-07 00:55:22,696 - mmaction - INFO - Epoch [80][840/1413] lr: 4.697e-01, eta: 2 days, 21:08:06, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2417, top5_acc: 0.4730, loss_cls: 3.7634, loss: 3.7634, grad_norm: 1.0475 2020-10-07 00:55:42,409 - mmaction - INFO - Epoch [80][860/1413] lr: 4.697e-01, eta: 2 days, 21:07:44, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.2513, top5_acc: 0.4710, loss_cls: 3.7506, loss: 3.7506, grad_norm: 1.0621 2020-10-07 00:56:02,047 - mmaction - INFO - Epoch [80][880/1413] lr: 4.697e-01, eta: 2 days, 21:07:22, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2495, top5_acc: 0.4798, loss_cls: 3.7417, loss: 3.7417, grad_norm: 1.0635 2020-10-07 00:56:21,713 - mmaction - INFO - Epoch [80][900/1413] lr: 4.697e-01, eta: 2 days, 21:07:01, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2341, top5_acc: 0.4533, loss_cls: 3.8378, loss: 3.8378, grad_norm: 1.0785 2020-10-07 00:56:41,526 - mmaction - INFO - Epoch [80][920/1413] lr: 4.697e-01, eta: 2 days, 21:06:40, time: 0.989, data_time: 0.001, memory: 8482, top1_acc: 0.2340, top5_acc: 0.4690, loss_cls: 3.7941, loss: 3.7941, grad_norm: 1.0626 2020-10-07 00:57:01,070 - mmaction - INFO - Epoch [80][940/1413] lr: 4.697e-01, eta: 2 days, 21:06:18, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2452, top5_acc: 0.4708, loss_cls: 3.7732, loss: 3.7732, grad_norm: 1.0646 2020-10-07 00:57:20,715 - mmaction - INFO - Epoch [80][960/1413] lr: 4.697e-01, eta: 2 days, 21:05:56, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2309, top5_acc: 0.4618, loss_cls: 3.8252, loss: 3.8252, grad_norm: 1.0634 2020-10-07 00:57:40,437 - mmaction - INFO - Epoch [80][980/1413] lr: 4.697e-01, eta: 2 days, 21:05:34, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2458, top5_acc: 0.4720, loss_cls: 3.7748, loss: 3.7748, grad_norm: 1.0500 2020-10-07 00:58:00,160 - mmaction - INFO - Epoch [80][1000/1413] lr: 4.697e-01, eta: 2 days, 21:05:13, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2417, top5_acc: 0.4665, loss_cls: 3.7807, loss: 3.7807, grad_norm: 1.0568 2020-10-07 00:58:19,792 - mmaction - INFO - Epoch [80][1020/1413] lr: 4.697e-01, eta: 2 days, 21:04:51, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2383, top5_acc: 0.4681, loss_cls: 3.8007, loss: 3.8007, grad_norm: 1.0639 2020-10-07 00:58:39,402 - mmaction - INFO - Epoch [80][1040/1413] lr: 4.697e-01, eta: 2 days, 21:04:29, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2401, top5_acc: 0.4622, loss_cls: 3.8053, loss: 3.8053, grad_norm: 1.0685 2020-10-07 00:58:59,168 - mmaction - INFO - Epoch [80][1060/1413] lr: 4.697e-01, eta: 2 days, 21:04:08, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2387, top5_acc: 0.4652, loss_cls: 3.8018, loss: 3.8018, grad_norm: 1.0409 2020-10-07 00:59:18,838 - mmaction - INFO - Epoch [80][1080/1413] lr: 4.697e-01, eta: 2 days, 21:03:47, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2402, top5_acc: 0.4694, loss_cls: 3.8007, loss: 3.8007, grad_norm: 1.0412 2020-10-07 00:59:38,421 - mmaction - INFO - Epoch [80][1100/1413] lr: 4.697e-01, eta: 2 days, 21:03:24, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2349, top5_acc: 0.4651, loss_cls: 3.7921, loss: 3.7921, grad_norm: 1.0572 2020-10-07 00:59:58,146 - mmaction - INFO - Epoch [80][1120/1413] lr: 4.697e-01, eta: 2 days, 21:03:03, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2379, top5_acc: 0.4695, loss_cls: 3.7885, loss: 3.7885, grad_norm: 1.0495 2020-10-07 01:00:18,349 - mmaction - INFO - Epoch [80][1140/1413] lr: 4.697e-01, eta: 2 days, 21:02:44, time: 1.011, data_time: 0.002, memory: 8482, top1_acc: 0.2320, top5_acc: 0.4539, loss_cls: 3.8453, loss: 3.8453, grad_norm: 1.0579 2020-10-07 01:00:37,957 - mmaction - INFO - Epoch [80][1160/1413] lr: 4.697e-01, eta: 2 days, 21:02:23, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2398, top5_acc: 0.4721, loss_cls: 3.7816, loss: 3.7816, grad_norm: 1.0739 2020-10-07 01:00:57,547 - mmaction - INFO - Epoch [80][1180/1413] lr: 4.697e-01, eta: 2 days, 21:02:00, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2333, top5_acc: 0.4605, loss_cls: 3.7932, loss: 3.7932, grad_norm: 1.0564 2020-10-07 01:01:17,183 - mmaction - INFO - Epoch [80][1200/1413] lr: 4.697e-01, eta: 2 days, 21:01:39, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2336, top5_acc: 0.4641, loss_cls: 3.8247, loss: 3.8247, grad_norm: 1.0771 2020-10-07 01:01:36,835 - mmaction - INFO - Epoch [80][1220/1413] lr: 4.697e-01, eta: 2 days, 21:01:17, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2458, top5_acc: 0.4665, loss_cls: 3.7959, loss: 3.7959, grad_norm: 1.0549 2020-10-07 01:01:56,509 - mmaction - INFO - Epoch [80][1240/1413] lr: 4.697e-01, eta: 2 days, 21:00:55, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2289, top5_acc: 0.4608, loss_cls: 3.8139, loss: 3.8139, grad_norm: 1.0662 2020-10-07 01:02:16,201 - mmaction - INFO - Epoch [80][1260/1413] lr: 4.697e-01, eta: 2 days, 21:00:34, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2355, top5_acc: 0.4699, loss_cls: 3.7684, loss: 3.7684, grad_norm: 1.0510 2020-10-07 01:02:35,861 - mmaction - INFO - Epoch [80][1280/1413] lr: 4.697e-01, eta: 2 days, 21:00:12, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2422, top5_acc: 0.4723, loss_cls: 3.7771, loss: 3.7771, grad_norm: 1.0705 2020-10-07 01:02:55,644 - mmaction - INFO - Epoch [80][1300/1413] lr: 4.697e-01, eta: 2 days, 20:59:51, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2462, top5_acc: 0.4693, loss_cls: 3.7714, loss: 3.7714, grad_norm: 1.0636 2020-10-07 01:03:15,291 - mmaction - INFO - Epoch [80][1320/1413] lr: 4.697e-01, eta: 2 days, 20:59:29, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2437, top5_acc: 0.4712, loss_cls: 3.8017, loss: 3.8017, grad_norm: 1.0576 2020-10-07 01:03:34,853 - mmaction - INFO - Epoch [80][1340/1413] lr: 4.697e-01, eta: 2 days, 20:59:07, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2427, top5_acc: 0.4612, loss_cls: 3.8218, loss: 3.8218, grad_norm: 1.0553 2020-10-07 01:03:54,483 - mmaction - INFO - Epoch [80][1360/1413] lr: 4.697e-01, eta: 2 days, 20:58:45, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2379, top5_acc: 0.4650, loss_cls: 3.7878, loss: 3.7878, grad_norm: 1.0642 2020-10-07 01:04:14,274 - mmaction - INFO - Epoch [80][1380/1413] lr: 4.697e-01, eta: 2 days, 20:58:24, time: 0.990, data_time: 0.003, memory: 8482, top1_acc: 0.2355, top5_acc: 0.4710, loss_cls: 3.8187, loss: 3.8187, grad_norm: 1.0599 2020-10-07 01:04:33,929 - mmaction - INFO - Epoch [80][1400/1413] lr: 4.697e-01, eta: 2 days, 20:58:03, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2445, top5_acc: 0.4719, loss_cls: 3.7562, loss: 3.7562, grad_norm: 1.0535 2020-10-07 01:04:48,571 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-10-07 01:06:14,179 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-07 01:06:16,738 - mmaction - INFO - top1_acc 0.2375 top5_acc 0.4706 2020-10-07 01:06:16,739 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-07 01:06:16,855 - mmaction - INFO - mean_acc 0.2373 2020-10-07 01:06:16,855 - mmaction - INFO - Now best checkpoint is epoch_80.pth 2020-10-07 01:06:16,890 - mmaction - INFO - Epoch(val) [80][1413] top1_acc: 0.2375, top5_acc: 0.4706, mean_class_accuracy: 0.2373 2020-10-07 01:07:05,080 - mmaction - INFO - Epoch [81][20/1413] lr: 4.667e-01, eta: 2 days, 20:58:53, time: 2.408, data_time: 1.278, memory: 8482, top1_acc: 0.2456, top5_acc: 0.4753, loss_cls: 3.7481, loss: 3.7481, grad_norm: 1.0539 2020-10-07 01:07:24,322 - mmaction - INFO - Epoch [81][40/1413] lr: 4.667e-01, eta: 2 days, 20:58:29, time: 0.962, data_time: 0.002, memory: 8482, top1_acc: 0.2517, top5_acc: 0.4773, loss_cls: 3.7324, loss: 3.7324, grad_norm: 1.0698 2020-10-07 01:07:43,804 - mmaction - INFO - Epoch [81][60/1413] lr: 4.667e-01, eta: 2 days, 20:58:07, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2499, top5_acc: 0.4790, loss_cls: 3.7085, loss: 3.7085, grad_norm: 1.0569 2020-10-07 01:08:03,291 - mmaction - INFO - Epoch [81][80/1413] lr: 4.667e-01, eta: 2 days, 20:57:44, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.2410, top5_acc: 0.4786, loss_cls: 3.7498, loss: 3.7498, grad_norm: 1.0730 2020-10-07 01:08:22,855 - mmaction - INFO - Epoch [81][100/1413] lr: 4.667e-01, eta: 2 days, 20:57:22, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2457, top5_acc: 0.4773, loss_cls: 3.7327, loss: 3.7327, grad_norm: 1.0674 2020-10-07 01:08:42,386 - mmaction - INFO - Epoch [81][120/1413] lr: 4.667e-01, eta: 2 days, 20:57:00, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2453, top5_acc: 0.4820, loss_cls: 3.7303, loss: 3.7303, grad_norm: 1.0754 2020-10-07 01:09:01,963 - mmaction - INFO - Epoch [81][140/1413] lr: 4.667e-01, eta: 2 days, 20:56:37, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2544, top5_acc: 0.4809, loss_cls: 3.7312, loss: 3.7312, grad_norm: 1.0711 2020-10-07 01:09:21,477 - mmaction - INFO - Epoch [81][160/1413] lr: 4.667e-01, eta: 2 days, 20:56:15, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2391, top5_acc: 0.4645, loss_cls: 3.8105, loss: 3.8105, grad_norm: 1.0731 2020-10-07 01:09:41,036 - mmaction - INFO - Epoch [81][180/1413] lr: 4.667e-01, eta: 2 days, 20:55:53, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2432, top5_acc: 0.4691, loss_cls: 3.7509, loss: 3.7509, grad_norm: 1.0545 2020-10-07 01:10:00,656 - mmaction - INFO - Epoch [81][200/1413] lr: 4.667e-01, eta: 2 days, 20:55:31, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2465, top5_acc: 0.4720, loss_cls: 3.7664, loss: 3.7664, grad_norm: 1.0708 2020-10-07 01:10:20,212 - mmaction - INFO - Epoch [81][220/1413] lr: 4.667e-01, eta: 2 days, 20:55:09, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2337, top5_acc: 0.4648, loss_cls: 3.7954, loss: 3.7954, grad_norm: 1.0616 2020-10-07 01:10:39,873 - mmaction - INFO - Epoch [81][240/1413] lr: 4.667e-01, eta: 2 days, 20:54:47, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2397, top5_acc: 0.4629, loss_cls: 3.7863, loss: 3.7863, grad_norm: 1.0553 2020-10-07 01:10:59,467 - mmaction - INFO - Epoch [81][260/1413] lr: 4.667e-01, eta: 2 days, 20:54:25, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2391, top5_acc: 0.4733, loss_cls: 3.7783, loss: 3.7783, grad_norm: 1.0928 2020-10-07 01:11:19,056 - mmaction - INFO - Epoch [81][280/1413] lr: 4.667e-01, eta: 2 days, 20:54:03, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2423, top5_acc: 0.4707, loss_cls: 3.7753, loss: 3.7753, grad_norm: 1.0528 2020-10-07 01:11:38,718 - mmaction - INFO - Epoch [81][300/1413] lr: 4.667e-01, eta: 2 days, 20:53:41, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2414, top5_acc: 0.4707, loss_cls: 3.7889, loss: 3.7889, grad_norm: 1.0557 2020-10-07 01:11:58,250 - mmaction - INFO - Epoch [81][320/1413] lr: 4.667e-01, eta: 2 days, 20:53:19, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2449, top5_acc: 0.4840, loss_cls: 3.7494, loss: 3.7494, grad_norm: 1.0592 2020-10-07 01:12:17,820 - mmaction - INFO - Epoch [81][340/1413] lr: 4.667e-01, eta: 2 days, 20:52:57, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2424, top5_acc: 0.4667, loss_cls: 3.7926, loss: 3.7926, grad_norm: 1.0767 2020-10-07 01:12:37,568 - mmaction - INFO - Epoch [81][360/1413] lr: 4.667e-01, eta: 2 days, 20:52:35, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2437, top5_acc: 0.4707, loss_cls: 3.7747, loss: 3.7747, grad_norm: 1.0609 2020-10-07 01:12:57,241 - mmaction - INFO - Epoch [81][380/1413] lr: 4.667e-01, eta: 2 days, 20:52:14, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2453, top5_acc: 0.4699, loss_cls: 3.7814, loss: 3.7814, grad_norm: 1.0663 2020-10-07 01:13:16,953 - mmaction - INFO - Epoch [81][400/1413] lr: 4.667e-01, eta: 2 days, 20:51:53, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2444, top5_acc: 0.4716, loss_cls: 3.7552, loss: 3.7552, grad_norm: 1.0624 2020-10-07 01:13:36,592 - mmaction - INFO - Epoch [81][420/1413] lr: 4.667e-01, eta: 2 days, 20:51:31, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2490, top5_acc: 0.4764, loss_cls: 3.7438, loss: 3.7438, grad_norm: 1.0607 2020-10-07 01:13:56,202 - mmaction - INFO - Epoch [81][440/1413] lr: 4.667e-01, eta: 2 days, 20:51:09, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2409, top5_acc: 0.4676, loss_cls: 3.8031, loss: 3.8031, grad_norm: 1.0581 2020-10-07 01:14:15,879 - mmaction - INFO - Epoch [81][460/1413] lr: 4.667e-01, eta: 2 days, 20:50:47, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2363, top5_acc: 0.4618, loss_cls: 3.8477, loss: 3.8477, grad_norm: 1.0629 2020-10-07 01:14:35,528 - mmaction - INFO - Epoch [81][480/1413] lr: 4.667e-01, eta: 2 days, 20:50:26, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2499, top5_acc: 0.4758, loss_cls: 3.7584, loss: 3.7584, grad_norm: 1.0575 2020-10-07 01:14:55,210 - mmaction - INFO - Epoch [81][500/1413] lr: 4.667e-01, eta: 2 days, 20:50:04, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2388, top5_acc: 0.4698, loss_cls: 3.7635, loss: 3.7635, grad_norm: 1.0598 2020-10-07 01:15:14,719 - mmaction - INFO - Epoch [81][520/1413] lr: 4.667e-01, eta: 2 days, 20:49:42, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2366, top5_acc: 0.4695, loss_cls: 3.7775, loss: 3.7775, grad_norm: 1.0670 2020-10-07 01:15:34,247 - mmaction - INFO - Epoch [81][540/1413] lr: 4.667e-01, eta: 2 days, 20:49:19, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2332, top5_acc: 0.4685, loss_cls: 3.8112, loss: 3.8112, grad_norm: 1.0583 2020-10-07 01:15:53,908 - mmaction - INFO - Epoch [81][560/1413] lr: 4.667e-01, eta: 2 days, 20:48:58, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2431, top5_acc: 0.4779, loss_cls: 3.7377, loss: 3.7377, grad_norm: 1.0557 2020-10-07 01:16:13,505 - mmaction - INFO - Epoch [81][580/1413] lr: 4.667e-01, eta: 2 days, 20:48:36, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2323, top5_acc: 0.4680, loss_cls: 3.7837, loss: 3.7837, grad_norm: 1.0705 2020-10-07 01:16:33,132 - mmaction - INFO - Epoch [81][600/1413] lr: 4.667e-01, eta: 2 days, 20:48:14, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2379, top5_acc: 0.4648, loss_cls: 3.8154, loss: 3.8154, grad_norm: 1.0661 2020-10-07 01:16:52,772 - mmaction - INFO - Epoch [81][620/1413] lr: 4.667e-01, eta: 2 days, 20:47:52, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2449, top5_acc: 0.4783, loss_cls: 3.7416, loss: 3.7416, grad_norm: 1.0565 2020-10-07 01:17:12,287 - mmaction - INFO - Epoch [81][640/1413] lr: 4.667e-01, eta: 2 days, 20:47:30, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2526, top5_acc: 0.4754, loss_cls: 3.7542, loss: 3.7542, grad_norm: 1.0819 2020-10-07 01:17:31,924 - mmaction - INFO - Epoch [81][660/1413] lr: 4.667e-01, eta: 2 days, 20:47:08, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2410, top5_acc: 0.4652, loss_cls: 3.8057, loss: 3.8057, grad_norm: 1.0474 2020-10-07 01:17:51,520 - mmaction - INFO - Epoch [81][680/1413] lr: 4.667e-01, eta: 2 days, 20:46:46, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2341, top5_acc: 0.4535, loss_cls: 3.8290, loss: 3.8290, grad_norm: 1.0615 2020-10-07 01:18:11,220 - mmaction - INFO - Epoch [81][700/1413] lr: 4.667e-01, eta: 2 days, 20:46:24, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2414, top5_acc: 0.4684, loss_cls: 3.8058, loss: 3.8058, grad_norm: 1.0480 2020-10-07 01:18:30,998 - mmaction - INFO - Epoch [81][720/1413] lr: 4.667e-01, eta: 2 days, 20:46:03, time: 0.989, data_time: 0.001, memory: 8482, top1_acc: 0.2398, top5_acc: 0.4633, loss_cls: 3.8040, loss: 3.8040, grad_norm: 1.0425 2020-10-07 01:18:50,653 - mmaction - INFO - Epoch [81][740/1413] lr: 4.667e-01, eta: 2 days, 20:45:42, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2401, top5_acc: 0.4652, loss_cls: 3.7876, loss: 3.7876, grad_norm: 1.0581 2020-10-07 01:19:10,195 - mmaction - INFO - Epoch [81][760/1413] lr: 4.667e-01, eta: 2 days, 20:45:20, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2432, top5_acc: 0.4776, loss_cls: 3.7483, loss: 3.7483, grad_norm: 1.0549 2020-10-07 01:19:29,808 - mmaction - INFO - Epoch [81][780/1413] lr: 4.667e-01, eta: 2 days, 20:44:58, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2371, top5_acc: 0.4687, loss_cls: 3.8015, loss: 3.8015, grad_norm: 1.0833 2020-10-07 01:19:49,459 - mmaction - INFO - Epoch [81][800/1413] lr: 4.667e-01, eta: 2 days, 20:44:36, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2405, top5_acc: 0.4746, loss_cls: 3.7746, loss: 3.7746, grad_norm: 1.0581 2020-10-07 01:20:09,132 - mmaction - INFO - Epoch [81][820/1413] lr: 4.667e-01, eta: 2 days, 20:44:14, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2460, top5_acc: 0.4651, loss_cls: 3.8015, loss: 3.8015, grad_norm: 1.0566 2020-10-07 01:20:28,737 - mmaction - INFO - Epoch [81][840/1413] lr: 4.667e-01, eta: 2 days, 20:43:52, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2354, top5_acc: 0.4652, loss_cls: 3.7803, loss: 3.7803, grad_norm: 1.0647 2020-10-07 01:20:48,400 - mmaction - INFO - Epoch [81][860/1413] lr: 4.667e-01, eta: 2 days, 20:43:31, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2307, top5_acc: 0.4660, loss_cls: 3.8096, loss: 3.8096, grad_norm: 1.0740 2020-10-07 01:21:08,090 - mmaction - INFO - Epoch [81][880/1413] lr: 4.667e-01, eta: 2 days, 20:43:09, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2432, top5_acc: 0.4661, loss_cls: 3.8041, loss: 3.8041, grad_norm: 1.0436 2020-10-07 01:21:27,686 - mmaction - INFO - Epoch [81][900/1413] lr: 4.667e-01, eta: 2 days, 20:42:48, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2348, top5_acc: 0.4637, loss_cls: 3.7970, loss: 3.7970, grad_norm: 1.0430 2020-10-07 01:21:47,332 - mmaction - INFO - Epoch [81][920/1413] lr: 4.667e-01, eta: 2 days, 20:42:26, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2378, top5_acc: 0.4721, loss_cls: 3.7719, loss: 3.7719, grad_norm: 1.0803 2020-10-07 01:22:06,887 - mmaction - INFO - Epoch [81][940/1413] lr: 4.667e-01, eta: 2 days, 20:42:04, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2424, top5_acc: 0.4715, loss_cls: 3.7848, loss: 3.7848, grad_norm: 1.0466 2020-10-07 01:22:26,482 - mmaction - INFO - Epoch [81][960/1413] lr: 4.667e-01, eta: 2 days, 20:41:42, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2418, top5_acc: 0.4698, loss_cls: 3.7664, loss: 3.7664, grad_norm: 1.0545 2020-10-07 01:22:46,024 - mmaction - INFO - Epoch [81][980/1413] lr: 4.667e-01, eta: 2 days, 20:41:19, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2444, top5_acc: 0.4664, loss_cls: 3.7954, loss: 3.7954, grad_norm: 1.0476 2020-10-07 01:23:05,689 - mmaction - INFO - Epoch [81][1000/1413] lr: 4.667e-01, eta: 2 days, 20:40:58, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2378, top5_acc: 0.4745, loss_cls: 3.8001, loss: 3.8001, grad_norm: 1.0646 2020-10-07 01:23:25,380 - mmaction - INFO - Epoch [81][1020/1413] lr: 4.667e-01, eta: 2 days, 20:40:36, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2409, top5_acc: 0.4777, loss_cls: 3.7883, loss: 3.7883, grad_norm: 1.0713 2020-10-07 01:23:45,041 - mmaction - INFO - Epoch [81][1040/1413] lr: 4.667e-01, eta: 2 days, 20:40:15, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2311, top5_acc: 0.4629, loss_cls: 3.8041, loss: 3.8041, grad_norm: 1.0639 2020-10-07 01:24:04,715 - mmaction - INFO - Epoch [81][1060/1413] lr: 4.667e-01, eta: 2 days, 20:39:53, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2376, top5_acc: 0.4609, loss_cls: 3.8052, loss: 3.8052, grad_norm: 1.0628 2020-10-07 01:24:24,298 - mmaction - INFO - Epoch [81][1080/1413] lr: 4.667e-01, eta: 2 days, 20:39:31, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2465, top5_acc: 0.4757, loss_cls: 3.7760, loss: 3.7760, grad_norm: 1.0444 2020-10-07 01:24:43,978 - mmaction - INFO - Epoch [81][1100/1413] lr: 4.667e-01, eta: 2 days, 20:39:10, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2404, top5_acc: 0.4634, loss_cls: 3.7947, loss: 3.7947, grad_norm: 1.0942 2020-10-07 01:25:03,735 - mmaction - INFO - Epoch [81][1120/1413] lr: 4.667e-01, eta: 2 days, 20:38:49, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.2348, top5_acc: 0.4654, loss_cls: 3.8195, loss: 3.8195, grad_norm: 1.0731 2020-10-07 01:25:23,392 - mmaction - INFO - Epoch [81][1140/1413] lr: 4.667e-01, eta: 2 days, 20:38:27, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2315, top5_acc: 0.4592, loss_cls: 3.8499, loss: 3.8499, grad_norm: 1.0625 2020-10-07 01:25:43,031 - mmaction - INFO - Epoch [81][1160/1413] lr: 4.667e-01, eta: 2 days, 20:38:05, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2439, top5_acc: 0.4690, loss_cls: 3.7706, loss: 3.7706, grad_norm: 1.0357 2020-10-07 01:26:02,658 - mmaction - INFO - Epoch [81][1180/1413] lr: 4.667e-01, eta: 2 days, 20:37:44, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2367, top5_acc: 0.4637, loss_cls: 3.8049, loss: 3.8049, grad_norm: 1.0456 2020-10-07 01:26:22,270 - mmaction - INFO - Epoch [81][1200/1413] lr: 4.667e-01, eta: 2 days, 20:37:22, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2422, top5_acc: 0.4646, loss_cls: 3.8145, loss: 3.8145, grad_norm: 1.0501 2020-10-07 01:26:41,824 - mmaction - INFO - Epoch [81][1220/1413] lr: 4.667e-01, eta: 2 days, 20:37:00, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2382, top5_acc: 0.4725, loss_cls: 3.7764, loss: 3.7764, grad_norm: 1.0605 2020-10-07 01:27:01,398 - mmaction - INFO - Epoch [81][1240/1413] lr: 4.667e-01, eta: 2 days, 20:36:38, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2387, top5_acc: 0.4635, loss_cls: 3.7997, loss: 3.7997, grad_norm: 1.0398 2020-10-07 01:27:20,992 - mmaction - INFO - Epoch [81][1260/1413] lr: 4.667e-01, eta: 2 days, 20:36:16, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2389, top5_acc: 0.4641, loss_cls: 3.8115, loss: 3.8115, grad_norm: 1.0460 2020-10-07 01:27:40,678 - mmaction - INFO - Epoch [81][1280/1413] lr: 4.667e-01, eta: 2 days, 20:35:54, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2456, top5_acc: 0.4664, loss_cls: 3.7805, loss: 3.7805, grad_norm: 1.0476 2020-10-07 01:28:00,302 - mmaction - INFO - Epoch [81][1300/1413] lr: 4.667e-01, eta: 2 days, 20:35:32, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2473, top5_acc: 0.4668, loss_cls: 3.7909, loss: 3.7909, grad_norm: 1.0741 2020-10-07 01:28:19,891 - mmaction - INFO - Epoch [81][1320/1413] lr: 4.667e-01, eta: 2 days, 20:35:10, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2284, top5_acc: 0.4625, loss_cls: 3.8105, loss: 3.8105, grad_norm: 1.0658 2020-10-07 01:28:39,528 - mmaction - INFO - Epoch [81][1340/1413] lr: 4.667e-01, eta: 2 days, 20:34:49, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2384, top5_acc: 0.4613, loss_cls: 3.8313, loss: 3.8313, grad_norm: 1.0749 2020-10-07 01:28:59,061 - mmaction - INFO - Epoch [81][1360/1413] lr: 4.667e-01, eta: 2 days, 20:34:27, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2402, top5_acc: 0.4721, loss_cls: 3.7769, loss: 3.7769, grad_norm: 1.0532 2020-10-07 01:29:18,662 - mmaction - INFO - Epoch [81][1380/1413] lr: 4.667e-01, eta: 2 days, 20:34:05, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2315, top5_acc: 0.4595, loss_cls: 3.8450, loss: 3.8450, grad_norm: 1.0655 2020-10-07 01:29:38,210 - mmaction - INFO - Epoch [81][1400/1413] lr: 4.667e-01, eta: 2 days, 20:33:43, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2344, top5_acc: 0.4521, loss_cls: 3.8176, loss: 3.8176, grad_norm: 1.0404 2020-10-07 01:30:40,962 - mmaction - INFO - Epoch [82][20/1413] lr: 4.636e-01, eta: 2 days, 20:34:38, time: 2.477, data_time: 1.328, memory: 8482, top1_acc: 0.2380, top5_acc: 0.4686, loss_cls: 3.7958, loss: 3.7958, grad_norm: 1.0641 2020-10-07 01:31:00,463 - mmaction - INFO - Epoch [82][40/1413] lr: 4.636e-01, eta: 2 days, 20:34:15, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2444, top5_acc: 0.4741, loss_cls: 3.7411, loss: 3.7411, grad_norm: 1.0473 2020-10-07 01:31:20,016 - mmaction - INFO - Epoch [82][60/1413] lr: 4.636e-01, eta: 2 days, 20:33:53, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2421, top5_acc: 0.4701, loss_cls: 3.7577, loss: 3.7577, grad_norm: 1.0912 2020-10-07 01:31:39,532 - mmaction - INFO - Epoch [82][80/1413] lr: 4.636e-01, eta: 2 days, 20:33:31, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2375, top5_acc: 0.4689, loss_cls: 3.7927, loss: 3.7927, grad_norm: 1.0644 2020-10-07 01:31:59,208 - mmaction - INFO - Epoch [82][100/1413] lr: 4.636e-01, eta: 2 days, 20:33:09, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2480, top5_acc: 0.4689, loss_cls: 3.7497, loss: 3.7497, grad_norm: 1.0615 2020-10-07 01:32:18,931 - mmaction - INFO - Epoch [82][120/1413] lr: 4.636e-01, eta: 2 days, 20:32:48, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2508, top5_acc: 0.4754, loss_cls: 3.7244, loss: 3.7244, grad_norm: 1.0417 2020-10-07 01:32:38,666 - mmaction - INFO - Epoch [82][140/1413] lr: 4.636e-01, eta: 2 days, 20:32:27, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2400, top5_acc: 0.4720, loss_cls: 3.7846, loss: 3.7846, grad_norm: 1.0651 2020-10-07 01:32:58,389 - mmaction - INFO - Epoch [82][160/1413] lr: 4.636e-01, eta: 2 days, 20:32:05, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2405, top5_acc: 0.4784, loss_cls: 3.7698, loss: 3.7698, grad_norm: 1.0799 2020-10-07 01:33:17,984 - mmaction - INFO - Epoch [82][180/1413] lr: 4.636e-01, eta: 2 days, 20:31:43, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2419, top5_acc: 0.4682, loss_cls: 3.7945, loss: 3.7945, grad_norm: 1.0701 2020-10-07 01:33:37,596 - mmaction - INFO - Epoch [82][200/1413] lr: 4.636e-01, eta: 2 days, 20:31:22, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2363, top5_acc: 0.4660, loss_cls: 3.7954, loss: 3.7954, grad_norm: 1.0914 2020-10-07 01:33:57,215 - mmaction - INFO - Epoch [82][220/1413] lr: 4.636e-01, eta: 2 days, 20:31:00, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2451, top5_acc: 0.4676, loss_cls: 3.7852, loss: 3.7852, grad_norm: 1.0714 2020-10-07 01:34:16,828 - mmaction - INFO - Epoch [82][240/1413] lr: 4.636e-01, eta: 2 days, 20:30:38, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2454, top5_acc: 0.4749, loss_cls: 3.7680, loss: 3.7680, grad_norm: 1.0731 2020-10-07 01:34:36,358 - mmaction - INFO - Epoch [82][260/1413] lr: 4.636e-01, eta: 2 days, 20:30:16, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2453, top5_acc: 0.4763, loss_cls: 3.7528, loss: 3.7528, grad_norm: 1.0669 2020-10-07 01:34:55,922 - mmaction - INFO - Epoch [82][280/1413] lr: 4.636e-01, eta: 2 days, 20:29:54, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2410, top5_acc: 0.4660, loss_cls: 3.7498, loss: 3.7498, grad_norm: 1.0715 2020-10-07 01:35:15,470 - mmaction - INFO - Epoch [82][300/1413] lr: 4.636e-01, eta: 2 days, 20:29:31, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2405, top5_acc: 0.4717, loss_cls: 3.7848, loss: 3.7848, grad_norm: 1.0651 2020-10-07 01:35:35,097 - mmaction - INFO - Epoch [82][320/1413] lr: 4.636e-01, eta: 2 days, 20:29:09, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2430, top5_acc: 0.4737, loss_cls: 3.7475, loss: 3.7475, grad_norm: 1.0524 2020-10-07 01:35:54,762 - mmaction - INFO - Epoch [82][340/1413] lr: 4.636e-01, eta: 2 days, 20:28:48, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2449, top5_acc: 0.4758, loss_cls: 3.7174, loss: 3.7174, grad_norm: 1.0915 2020-10-07 01:36:14,242 - mmaction - INFO - Epoch [82][360/1413] lr: 4.636e-01, eta: 2 days, 20:28:25, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2418, top5_acc: 0.4682, loss_cls: 3.7760, loss: 3.7760, grad_norm: 1.0720 2020-10-07 01:36:33,917 - mmaction - INFO - Epoch [82][380/1413] lr: 4.636e-01, eta: 2 days, 20:28:04, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2426, top5_acc: 0.4755, loss_cls: 3.7818, loss: 3.7818, grad_norm: 1.0495 2020-10-07 01:36:53,470 - mmaction - INFO - Epoch [82][400/1413] lr: 4.636e-01, eta: 2 days, 20:27:42, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2409, top5_acc: 0.4755, loss_cls: 3.7765, loss: 3.7765, grad_norm: 1.0813 2020-10-07 01:37:13,069 - mmaction - INFO - Epoch [82][420/1413] lr: 4.636e-01, eta: 2 days, 20:27:20, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2471, top5_acc: 0.4730, loss_cls: 3.7204, loss: 3.7204, grad_norm: 1.0546 2020-10-07 01:37:32,714 - mmaction - INFO - Epoch [82][440/1413] lr: 4.636e-01, eta: 2 days, 20:26:58, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2326, top5_acc: 0.4589, loss_cls: 3.8144, loss: 3.8144, grad_norm: 1.0585 2020-10-07 01:37:52,148 - mmaction - INFO - Epoch [82][460/1413] lr: 4.636e-01, eta: 2 days, 20:26:36, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.2365, top5_acc: 0.4589, loss_cls: 3.8330, loss: 3.8330, grad_norm: 1.0559 2020-10-07 01:38:11,678 - mmaction - INFO - Epoch [82][480/1413] lr: 4.636e-01, eta: 2 days, 20:26:13, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2370, top5_acc: 0.4659, loss_cls: 3.8056, loss: 3.8056, grad_norm: 1.0444 2020-10-07 01:38:31,251 - mmaction - INFO - Epoch [82][500/1413] lr: 4.636e-01, eta: 2 days, 20:25:51, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2430, top5_acc: 0.4736, loss_cls: 3.7543, loss: 3.7543, grad_norm: 1.0570 2020-10-07 01:38:50,829 - mmaction - INFO - Epoch [82][520/1413] lr: 4.636e-01, eta: 2 days, 20:25:29, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2461, top5_acc: 0.4776, loss_cls: 3.7482, loss: 3.7482, grad_norm: 1.0698 2020-10-07 01:39:10,460 - mmaction - INFO - Epoch [82][540/1413] lr: 4.636e-01, eta: 2 days, 20:25:08, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2365, top5_acc: 0.4592, loss_cls: 3.8169, loss: 3.8169, grad_norm: 1.0687 2020-10-07 01:39:30,117 - mmaction - INFO - Epoch [82][560/1413] lr: 4.636e-01, eta: 2 days, 20:24:46, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2409, top5_acc: 0.4704, loss_cls: 3.7794, loss: 3.7794, grad_norm: 1.0683 2020-10-07 01:39:49,792 - mmaction - INFO - Epoch [82][580/1413] lr: 4.636e-01, eta: 2 days, 20:24:24, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2344, top5_acc: 0.4650, loss_cls: 3.7991, loss: 3.7991, grad_norm: 1.0524 2020-10-07 01:40:09,407 - mmaction - INFO - Epoch [82][600/1413] lr: 4.636e-01, eta: 2 days, 20:24:03, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2457, top5_acc: 0.4658, loss_cls: 3.7850, loss: 3.7850, grad_norm: 1.0487 2020-10-07 01:40:28,946 - mmaction - INFO - Epoch [82][620/1413] lr: 4.636e-01, eta: 2 days, 20:23:40, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2379, top5_acc: 0.4608, loss_cls: 3.8150, loss: 3.8150, grad_norm: 1.0722 2020-10-07 01:40:48,628 - mmaction - INFO - Epoch [82][640/1413] lr: 4.636e-01, eta: 2 days, 20:23:19, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2486, top5_acc: 0.4766, loss_cls: 3.7405, loss: 3.7405, grad_norm: 1.0763 2020-10-07 01:41:08,204 - mmaction - INFO - Epoch [82][660/1413] lr: 4.636e-01, eta: 2 days, 20:22:57, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2336, top5_acc: 0.4609, loss_cls: 3.8143, loss: 3.8143, grad_norm: 1.0800 2020-10-07 01:41:27,800 - mmaction - INFO - Epoch [82][680/1413] lr: 4.636e-01, eta: 2 days, 20:22:35, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2348, top5_acc: 0.4557, loss_cls: 3.8475, loss: 3.8475, grad_norm: 1.0473 2020-10-07 01:41:47,447 - mmaction - INFO - Epoch [82][700/1413] lr: 4.636e-01, eta: 2 days, 20:22:14, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2529, top5_acc: 0.4742, loss_cls: 3.7385, loss: 3.7385, grad_norm: 1.0377 2020-10-07 01:42:07,086 - mmaction - INFO - Epoch [82][720/1413] lr: 4.636e-01, eta: 2 days, 20:21:52, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2418, top5_acc: 0.4729, loss_cls: 3.7663, loss: 3.7663, grad_norm: 1.0788 2020-10-07 01:42:26,602 - mmaction - INFO - Epoch [82][740/1413] lr: 4.636e-01, eta: 2 days, 20:21:30, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2395, top5_acc: 0.4691, loss_cls: 3.7892, loss: 3.7892, grad_norm: 1.0566 2020-10-07 01:42:46,161 - mmaction - INFO - Epoch [82][760/1413] lr: 4.636e-01, eta: 2 days, 20:21:07, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2447, top5_acc: 0.4694, loss_cls: 3.7678, loss: 3.7678, grad_norm: 1.0716 2020-10-07 01:43:05,691 - mmaction - INFO - Epoch [82][780/1413] lr: 4.636e-01, eta: 2 days, 20:20:45, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2344, top5_acc: 0.4578, loss_cls: 3.8288, loss: 3.8288, grad_norm: 1.0640 2020-10-07 01:43:25,425 - mmaction - INFO - Epoch [82][800/1413] lr: 4.636e-01, eta: 2 days, 20:20:24, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2367, top5_acc: 0.4635, loss_cls: 3.8034, loss: 3.8034, grad_norm: 1.0704 2020-10-07 01:43:45,014 - mmaction - INFO - Epoch [82][820/1413] lr: 4.636e-01, eta: 2 days, 20:20:02, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2393, top5_acc: 0.4617, loss_cls: 3.8048, loss: 3.8048, grad_norm: 1.0529 2020-10-07 01:44:04,563 - mmaction - INFO - Epoch [82][840/1413] lr: 4.636e-01, eta: 2 days, 20:19:40, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2423, top5_acc: 0.4758, loss_cls: 3.7475, loss: 3.7475, grad_norm: 1.0813 2020-10-07 01:44:24,155 - mmaction - INFO - Epoch [82][860/1413] lr: 4.636e-01, eta: 2 days, 20:19:18, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2391, top5_acc: 0.4655, loss_cls: 3.7796, loss: 3.7796, grad_norm: 1.0732 2020-10-07 01:44:43,746 - mmaction - INFO - Epoch [82][880/1413] lr: 4.636e-01, eta: 2 days, 20:18:56, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2400, top5_acc: 0.4714, loss_cls: 3.7552, loss: 3.7552, grad_norm: 1.0477 2020-10-07 01:45:03,341 - mmaction - INFO - Epoch [82][900/1413] lr: 4.636e-01, eta: 2 days, 20:18:34, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2418, top5_acc: 0.4634, loss_cls: 3.7821, loss: 3.7821, grad_norm: 1.0651 2020-10-07 01:45:22,887 - mmaction - INFO - Epoch [82][920/1413] lr: 4.636e-01, eta: 2 days, 20:18:12, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2404, top5_acc: 0.4664, loss_cls: 3.7624, loss: 3.7624, grad_norm: 1.0745 2020-10-07 01:45:42,452 - mmaction - INFO - Epoch [82][940/1413] lr: 4.636e-01, eta: 2 days, 20:17:50, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2456, top5_acc: 0.4759, loss_cls: 3.7340, loss: 3.7340, grad_norm: 1.0764 2020-10-07 01:46:02,022 - mmaction - INFO - Epoch [82][960/1413] lr: 4.636e-01, eta: 2 days, 20:17:28, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2411, top5_acc: 0.4701, loss_cls: 3.7798, loss: 3.7798, grad_norm: 1.0757 2020-10-07 01:46:21,700 - mmaction - INFO - Epoch [82][980/1413] lr: 4.636e-01, eta: 2 days, 20:17:07, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2339, top5_acc: 0.4621, loss_cls: 3.7958, loss: 3.7958, grad_norm: 1.0791 2020-10-07 01:46:41,369 - mmaction - INFO - Epoch [82][1000/1413] lr: 4.636e-01, eta: 2 days, 20:16:45, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2376, top5_acc: 0.4612, loss_cls: 3.8103, loss: 3.8103, grad_norm: 1.0640 2020-10-07 01:47:00,973 - mmaction - INFO - Epoch [82][1020/1413] lr: 4.636e-01, eta: 2 days, 20:16:24, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2384, top5_acc: 0.4647, loss_cls: 3.7810, loss: 3.7810, grad_norm: 1.0494 2020-10-07 01:47:20,667 - mmaction - INFO - Epoch [82][1040/1413] lr: 4.636e-01, eta: 2 days, 20:16:02, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2478, top5_acc: 0.4707, loss_cls: 3.7784, loss: 3.7784, grad_norm: 1.0596 2020-10-07 01:47:40,331 - mmaction - INFO - Epoch [82][1060/1413] lr: 4.636e-01, eta: 2 days, 20:15:41, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2470, top5_acc: 0.4745, loss_cls: 3.7588, loss: 3.7588, grad_norm: 1.0808 2020-10-07 01:47:59,897 - mmaction - INFO - Epoch [82][1080/1413] lr: 4.636e-01, eta: 2 days, 20:15:19, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2371, top5_acc: 0.4603, loss_cls: 3.8380, loss: 3.8380, grad_norm: 1.0472 2020-10-07 01:48:19,541 - mmaction - INFO - Epoch [82][1100/1413] lr: 4.636e-01, eta: 2 days, 20:14:57, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2430, top5_acc: 0.4708, loss_cls: 3.7820, loss: 3.7820, grad_norm: 1.0519 2020-10-07 01:48:39,175 - mmaction - INFO - Epoch [82][1120/1413] lr: 4.636e-01, eta: 2 days, 20:14:35, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2426, top5_acc: 0.4694, loss_cls: 3.7894, loss: 3.7894, grad_norm: 1.0497 2020-10-07 01:48:58,693 - mmaction - INFO - Epoch [82][1140/1413] lr: 4.636e-01, eta: 2 days, 20:14:13, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2374, top5_acc: 0.4576, loss_cls: 3.8285, loss: 3.8285, grad_norm: 1.0685 2020-10-07 01:49:18,217 - mmaction - INFO - Epoch [82][1160/1413] lr: 4.636e-01, eta: 2 days, 20:13:51, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2389, top5_acc: 0.4620, loss_cls: 3.8059, loss: 3.8059, grad_norm: 1.0517 2020-10-07 01:49:37,728 - mmaction - INFO - Epoch [82][1180/1413] lr: 4.636e-01, eta: 2 days, 20:13:29, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2389, top5_acc: 0.4715, loss_cls: 3.7778, loss: 3.7778, grad_norm: 1.0754 2020-10-07 01:49:57,384 - mmaction - INFO - Epoch [82][1200/1413] lr: 4.636e-01, eta: 2 days, 20:13:07, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2359, top5_acc: 0.4600, loss_cls: 3.8300, loss: 3.8300, grad_norm: 1.0529 2020-10-07 01:50:16,980 - mmaction - INFO - Epoch [82][1220/1413] lr: 4.636e-01, eta: 2 days, 20:12:45, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2331, top5_acc: 0.4654, loss_cls: 3.7951, loss: 3.7951, grad_norm: 1.0668 2020-10-07 01:50:36,614 - mmaction - INFO - Epoch [82][1240/1413] lr: 4.636e-01, eta: 2 days, 20:12:24, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2385, top5_acc: 0.4660, loss_cls: 3.7959, loss: 3.7959, grad_norm: 1.0412 2020-10-07 01:50:56,237 - mmaction - INFO - Epoch [82][1260/1413] lr: 4.636e-01, eta: 2 days, 20:12:02, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2456, top5_acc: 0.4770, loss_cls: 3.7243, loss: 3.7243, grad_norm: 1.0643 2020-10-07 01:51:15,780 - mmaction - INFO - Epoch [82][1280/1413] lr: 4.636e-01, eta: 2 days, 20:11:40, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2517, top5_acc: 0.4762, loss_cls: 3.7563, loss: 3.7563, grad_norm: 1.0607 2020-10-07 01:51:35,273 - mmaction - INFO - Epoch [82][1300/1413] lr: 4.636e-01, eta: 2 days, 20:11:18, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.2447, top5_acc: 0.4747, loss_cls: 3.7647, loss: 3.7647, grad_norm: 1.0824 2020-10-07 01:51:54,859 - mmaction - INFO - Epoch [82][1320/1413] lr: 4.636e-01, eta: 2 days, 20:10:56, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2314, top5_acc: 0.4491, loss_cls: 3.8112, loss: 3.8112, grad_norm: 1.0610 2020-10-07 01:52:14,436 - mmaction - INFO - Epoch [82][1340/1413] lr: 4.636e-01, eta: 2 days, 20:10:34, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2328, top5_acc: 0.4577, loss_cls: 3.8030, loss: 3.8030, grad_norm: 1.0725 2020-10-07 01:52:34,060 - mmaction - INFO - Epoch [82][1360/1413] lr: 4.636e-01, eta: 2 days, 20:10:12, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2363, top5_acc: 0.4803, loss_cls: 3.7530, loss: 3.7530, grad_norm: 1.0607 2020-10-07 01:52:53,680 - mmaction - INFO - Epoch [82][1380/1413] lr: 4.636e-01, eta: 2 days, 20:09:50, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2372, top5_acc: 0.4667, loss_cls: 3.8105, loss: 3.8105, grad_norm: 1.0757 2020-10-07 01:53:13,225 - mmaction - INFO - Epoch [82][1400/1413] lr: 4.636e-01, eta: 2 days, 20:09:28, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2492, top5_acc: 0.4770, loss_cls: 3.7540, loss: 3.7540, grad_norm: 1.0559 2020-10-07 01:54:17,104 - mmaction - INFO - Epoch [83][20/1413] lr: 4.605e-01, eta: 2 days, 20:10:27, time: 2.538, data_time: 1.535, memory: 8482, top1_acc: 0.2371, top5_acc: 0.4646, loss_cls: 3.7749, loss: 3.7749, grad_norm: 1.0674 2020-10-07 01:54:36,480 - mmaction - INFO - Epoch [83][40/1413] lr: 4.605e-01, eta: 2 days, 20:10:04, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.2411, top5_acc: 0.4737, loss_cls: 3.7545, loss: 3.7545, grad_norm: 1.0564 2020-10-07 01:54:56,172 - mmaction - INFO - Epoch [83][60/1413] lr: 4.605e-01, eta: 2 days, 20:09:42, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2387, top5_acc: 0.4620, loss_cls: 3.8111, loss: 3.8111, grad_norm: 1.0732 2020-10-07 01:55:15,828 - mmaction - INFO - Epoch [83][80/1413] lr: 4.605e-01, eta: 2 days, 20:09:21, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2441, top5_acc: 0.4730, loss_cls: 3.7599, loss: 3.7599, grad_norm: 1.0762 2020-10-07 01:55:35,391 - mmaction - INFO - Epoch [83][100/1413] lr: 4.605e-01, eta: 2 days, 20:08:59, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2436, top5_acc: 0.4831, loss_cls: 3.7109, loss: 3.7109, grad_norm: 1.0983 2020-10-07 01:55:54,990 - mmaction - INFO - Epoch [83][120/1413] lr: 4.605e-01, eta: 2 days, 20:08:37, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2490, top5_acc: 0.4729, loss_cls: 3.7634, loss: 3.7634, grad_norm: 1.0813 2020-10-07 01:56:14,524 - mmaction - INFO - Epoch [83][140/1413] lr: 4.605e-01, eta: 2 days, 20:08:15, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2434, top5_acc: 0.4674, loss_cls: 3.7695, loss: 3.7695, grad_norm: 1.0617 2020-10-07 01:56:34,123 - mmaction - INFO - Epoch [83][160/1413] lr: 4.605e-01, eta: 2 days, 20:07:53, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2422, top5_acc: 0.4703, loss_cls: 3.7661, loss: 3.7661, grad_norm: 1.0752 2020-10-07 01:56:53,575 - mmaction - INFO - Epoch [83][180/1413] lr: 4.605e-01, eta: 2 days, 20:07:30, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2466, top5_acc: 0.4727, loss_cls: 3.7539, loss: 3.7539, grad_norm: 1.0532 2020-10-07 01:57:13,201 - mmaction - INFO - Epoch [83][200/1413] lr: 4.605e-01, eta: 2 days, 20:07:09, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2359, top5_acc: 0.4652, loss_cls: 3.7994, loss: 3.7994, grad_norm: 1.0755 2020-10-07 01:57:32,834 - mmaction - INFO - Epoch [83][220/1413] lr: 4.605e-01, eta: 2 days, 20:06:47, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2424, top5_acc: 0.4673, loss_cls: 3.7682, loss: 3.7682, grad_norm: 1.0672 2020-10-07 01:57:52,298 - mmaction - INFO - Epoch [83][240/1413] lr: 4.605e-01, eta: 2 days, 20:06:25, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2413, top5_acc: 0.4711, loss_cls: 3.7755, loss: 3.7755, grad_norm: 1.0750 2020-10-07 01:58:11,929 - mmaction - INFO - Epoch [83][260/1413] lr: 4.605e-01, eta: 2 days, 20:06:03, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2437, top5_acc: 0.4702, loss_cls: 3.7809, loss: 3.7809, grad_norm: 1.0505 2020-10-07 01:58:31,504 - mmaction - INFO - Epoch [83][280/1413] lr: 4.605e-01, eta: 2 days, 20:05:41, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2410, top5_acc: 0.4685, loss_cls: 3.8011, loss: 3.8011, grad_norm: 1.0789 2020-10-07 01:58:51,032 - mmaction - INFO - Epoch [83][300/1413] lr: 4.605e-01, eta: 2 days, 20:05:19, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2471, top5_acc: 0.4707, loss_cls: 3.7733, loss: 3.7733, grad_norm: 1.0721 2020-10-07 01:59:10,673 - mmaction - INFO - Epoch [83][320/1413] lr: 4.605e-01, eta: 2 days, 20:04:57, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2460, top5_acc: 0.4723, loss_cls: 3.7538, loss: 3.7538, grad_norm: 1.0641 2020-10-07 01:59:30,289 - mmaction - INFO - Epoch [83][340/1413] lr: 4.605e-01, eta: 2 days, 20:04:35, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2419, top5_acc: 0.4742, loss_cls: 3.7574, loss: 3.7574, grad_norm: 1.0638 2020-10-07 01:59:49,843 - mmaction - INFO - Epoch [83][360/1413] lr: 4.605e-01, eta: 2 days, 20:04:13, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2457, top5_acc: 0.4798, loss_cls: 3.7702, loss: 3.7702, grad_norm: 1.0680 2020-10-07 02:00:10,099 - mmaction - INFO - Epoch [83][380/1413] lr: 4.605e-01, eta: 2 days, 20:03:55, time: 1.012, data_time: 0.001, memory: 8482, top1_acc: 0.2398, top5_acc: 0.4719, loss_cls: 3.7549, loss: 3.7549, grad_norm: 1.0706 2020-10-07 02:00:29,588 - mmaction - INFO - Epoch [83][400/1413] lr: 4.605e-01, eta: 2 days, 20:03:32, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2424, top5_acc: 0.4747, loss_cls: 3.7805, loss: 3.7805, grad_norm: 1.0799 2020-10-07 02:00:49,261 - mmaction - INFO - Epoch [83][420/1413] lr: 4.605e-01, eta: 2 days, 20:03:11, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2413, top5_acc: 0.4635, loss_cls: 3.8041, loss: 3.8041, grad_norm: 1.0666 2020-10-07 02:01:08,977 - mmaction - INFO - Epoch [83][440/1413] lr: 4.605e-01, eta: 2 days, 20:02:50, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2383, top5_acc: 0.4682, loss_cls: 3.7782, loss: 3.7782, grad_norm: 1.0776 2020-10-07 02:01:28,540 - mmaction - INFO - Epoch [83][460/1413] lr: 4.605e-01, eta: 2 days, 20:02:28, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2344, top5_acc: 0.4628, loss_cls: 3.8312, loss: 3.8312, grad_norm: 1.0630 2020-10-07 02:01:48,157 - mmaction - INFO - Epoch [83][480/1413] lr: 4.605e-01, eta: 2 days, 20:02:06, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2462, top5_acc: 0.4730, loss_cls: 3.7502, loss: 3.7502, grad_norm: 1.0768 2020-10-07 02:02:07,825 - mmaction - INFO - Epoch [83][500/1413] lr: 4.605e-01, eta: 2 days, 20:01:45, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2354, top5_acc: 0.4708, loss_cls: 3.7477, loss: 3.7477, grad_norm: 1.0890 2020-10-07 02:02:27,417 - mmaction - INFO - Epoch [83][520/1413] lr: 4.605e-01, eta: 2 days, 20:01:23, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2366, top5_acc: 0.4616, loss_cls: 3.8079, loss: 3.8079, grad_norm: 1.0738 2020-10-07 02:02:47,224 - mmaction - INFO - Epoch [83][540/1413] lr: 4.605e-01, eta: 2 days, 20:01:02, time: 0.991, data_time: 0.002, memory: 8482, top1_acc: 0.2499, top5_acc: 0.4694, loss_cls: 3.7527, loss: 3.7527, grad_norm: 1.0666 2020-10-07 02:03:06,862 - mmaction - INFO - Epoch [83][560/1413] lr: 4.605e-01, eta: 2 days, 20:00:41, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2501, top5_acc: 0.4783, loss_cls: 3.7345, loss: 3.7345, grad_norm: 1.0490 2020-10-07 02:03:26,408 - mmaction - INFO - Epoch [83][580/1413] lr: 4.605e-01, eta: 2 days, 20:00:18, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2448, top5_acc: 0.4717, loss_cls: 3.7690, loss: 3.7690, grad_norm: 1.0931 2020-10-07 02:03:45,961 - mmaction - INFO - Epoch [83][600/1413] lr: 4.605e-01, eta: 2 days, 19:59:56, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2385, top5_acc: 0.4646, loss_cls: 3.8012, loss: 3.8012, grad_norm: 1.0631 2020-10-07 02:04:05,460 - mmaction - INFO - Epoch [83][620/1413] lr: 4.605e-01, eta: 2 days, 19:59:34, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2367, top5_acc: 0.4617, loss_cls: 3.8096, loss: 3.8096, grad_norm: 1.0684 2020-10-07 02:04:25,002 - mmaction - INFO - Epoch [83][640/1413] lr: 4.605e-01, eta: 2 days, 19:59:12, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2409, top5_acc: 0.4760, loss_cls: 3.7505, loss: 3.7505, grad_norm: 1.0627 2020-10-07 02:04:44,635 - mmaction - INFO - Epoch [83][660/1413] lr: 4.605e-01, eta: 2 days, 19:58:50, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2353, top5_acc: 0.4691, loss_cls: 3.7939, loss: 3.7939, grad_norm: 1.0835 2020-10-07 02:05:04,184 - mmaction - INFO - Epoch [83][680/1413] lr: 4.605e-01, eta: 2 days, 19:58:28, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2375, top5_acc: 0.4616, loss_cls: 3.8004, loss: 3.8004, grad_norm: 1.0642 2020-10-07 02:05:23,792 - mmaction - INFO - Epoch [83][700/1413] lr: 4.605e-01, eta: 2 days, 19:58:07, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2419, top5_acc: 0.4663, loss_cls: 3.7810, loss: 3.7810, grad_norm: 1.0737 2020-10-07 02:05:43,319 - mmaction - INFO - Epoch [83][720/1413] lr: 4.605e-01, eta: 2 days, 19:57:44, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2478, top5_acc: 0.4758, loss_cls: 3.7323, loss: 3.7323, grad_norm: 1.0775 2020-10-07 02:06:02,887 - mmaction - INFO - Epoch [83][740/1413] lr: 4.605e-01, eta: 2 days, 19:57:23, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2379, top5_acc: 0.4568, loss_cls: 3.8413, loss: 3.8413, grad_norm: 1.0717 2020-10-07 02:06:22,397 - mmaction - INFO - Epoch [83][760/1413] lr: 4.605e-01, eta: 2 days, 19:57:00, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2402, top5_acc: 0.4693, loss_cls: 3.7811, loss: 3.7811, grad_norm: 1.0650 2020-10-07 02:06:42,055 - mmaction - INFO - Epoch [83][780/1413] lr: 4.605e-01, eta: 2 days, 19:56:39, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2444, top5_acc: 0.4777, loss_cls: 3.7568, loss: 3.7568, grad_norm: 1.0530 2020-10-07 02:07:01,662 - mmaction - INFO - Epoch [83][800/1413] lr: 4.605e-01, eta: 2 days, 19:56:17, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2439, top5_acc: 0.4712, loss_cls: 3.7614, loss: 3.7614, grad_norm: 1.0599 2020-10-07 02:07:21,330 - mmaction - INFO - Epoch [83][820/1413] lr: 4.605e-01, eta: 2 days, 19:55:56, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2410, top5_acc: 0.4710, loss_cls: 3.7696, loss: 3.7696, grad_norm: 1.0717 2020-10-07 02:07:40,855 - mmaction - INFO - Epoch [83][840/1413] lr: 4.605e-01, eta: 2 days, 19:55:34, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2458, top5_acc: 0.4755, loss_cls: 3.7430, loss: 3.7430, grad_norm: 1.0636 2020-10-07 02:08:00,436 - mmaction - INFO - Epoch [83][860/1413] lr: 4.605e-01, eta: 2 days, 19:55:12, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2410, top5_acc: 0.4674, loss_cls: 3.8050, loss: 3.8050, grad_norm: 1.0869 2020-10-07 02:08:20,022 - mmaction - INFO - Epoch [83][880/1413] lr: 4.605e-01, eta: 2 days, 19:54:50, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2428, top5_acc: 0.4659, loss_cls: 3.7507, loss: 3.7507, grad_norm: 1.0549 2020-10-07 02:08:39,725 - mmaction - INFO - Epoch [83][900/1413] lr: 4.605e-01, eta: 2 days, 19:54:29, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2473, top5_acc: 0.4779, loss_cls: 3.7565, loss: 3.7565, grad_norm: 1.0469 2020-10-07 02:08:59,365 - mmaction - INFO - Epoch [83][920/1413] lr: 4.605e-01, eta: 2 days, 19:54:07, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2475, top5_acc: 0.4719, loss_cls: 3.7536, loss: 3.7536, grad_norm: 1.0754 2020-10-07 02:09:18,945 - mmaction - INFO - Epoch [83][940/1413] lr: 4.605e-01, eta: 2 days, 19:53:45, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2443, top5_acc: 0.4742, loss_cls: 3.7497, loss: 3.7497, grad_norm: 1.0715 2020-10-07 02:09:38,506 - mmaction - INFO - Epoch [83][960/1413] lr: 4.605e-01, eta: 2 days, 19:53:23, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2445, top5_acc: 0.4698, loss_cls: 3.7734, loss: 3.7734, grad_norm: 1.0734 2020-10-07 02:09:58,097 - mmaction - INFO - Epoch [83][980/1413] lr: 4.605e-01, eta: 2 days, 19:53:01, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2453, top5_acc: 0.4695, loss_cls: 3.7725, loss: 3.7725, grad_norm: 1.0477 2020-10-07 02:10:17,697 - mmaction - INFO - Epoch [83][1000/1413] lr: 4.605e-01, eta: 2 days, 19:52:40, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2395, top5_acc: 0.4616, loss_cls: 3.7702, loss: 3.7702, grad_norm: 1.0542 2020-10-07 02:10:37,357 - mmaction - INFO - Epoch [83][1020/1413] lr: 4.605e-01, eta: 2 days, 19:52:18, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2480, top5_acc: 0.4691, loss_cls: 3.7929, loss: 3.7929, grad_norm: 1.0625 2020-10-07 02:10:56,959 - mmaction - INFO - Epoch [83][1040/1413] lr: 4.605e-01, eta: 2 days, 19:51:57, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2513, top5_acc: 0.4716, loss_cls: 3.7452, loss: 3.7452, grad_norm: 1.0699 2020-10-07 02:11:16,584 - mmaction - INFO - Epoch [83][1060/1413] lr: 4.605e-01, eta: 2 days, 19:51:35, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2431, top5_acc: 0.4711, loss_cls: 3.7660, loss: 3.7660, grad_norm: 1.0555 2020-10-07 02:11:36,099 - mmaction - INFO - Epoch [83][1080/1413] lr: 4.605e-01, eta: 2 days, 19:51:13, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2322, top5_acc: 0.4598, loss_cls: 3.8105, loss: 3.8105, grad_norm: 1.0795 2020-10-07 02:11:55,732 - mmaction - INFO - Epoch [83][1100/1413] lr: 4.605e-01, eta: 2 days, 19:50:51, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2396, top5_acc: 0.4658, loss_cls: 3.7962, loss: 3.7962, grad_norm: 1.0717 2020-10-07 02:12:15,217 - mmaction - INFO - Epoch [83][1120/1413] lr: 4.605e-01, eta: 2 days, 19:50:29, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.2422, top5_acc: 0.4673, loss_cls: 3.7820, loss: 3.7820, grad_norm: 1.0576 2020-10-07 02:12:34,889 - mmaction - INFO - Epoch [83][1140/1413] lr: 4.605e-01, eta: 2 days, 19:50:07, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2427, top5_acc: 0.4721, loss_cls: 3.7724, loss: 3.7724, grad_norm: 1.0662 2020-10-07 02:12:54,481 - mmaction - INFO - Epoch [83][1160/1413] lr: 4.605e-01, eta: 2 days, 19:49:46, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2473, top5_acc: 0.4751, loss_cls: 3.7264, loss: 3.7264, grad_norm: 1.0615 2020-10-07 02:13:14,058 - mmaction - INFO - Epoch [83][1180/1413] lr: 4.605e-01, eta: 2 days, 19:49:24, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2396, top5_acc: 0.4720, loss_cls: 3.7626, loss: 3.7626, grad_norm: 1.0667 2020-10-07 02:13:33,680 - mmaction - INFO - Epoch [83][1200/1413] lr: 4.605e-01, eta: 2 days, 19:49:02, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2432, top5_acc: 0.4716, loss_cls: 3.7693, loss: 3.7693, grad_norm: 1.0774 2020-10-07 02:13:53,232 - mmaction - INFO - Epoch [83][1220/1413] lr: 4.605e-01, eta: 2 days, 19:48:40, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2361, top5_acc: 0.4617, loss_cls: 3.8057, loss: 3.8057, grad_norm: 1.0654 2020-10-07 02:14:12,780 - mmaction - INFO - Epoch [83][1240/1413] lr: 4.605e-01, eta: 2 days, 19:48:18, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2383, top5_acc: 0.4730, loss_cls: 3.7612, loss: 3.7612, grad_norm: 1.0575 2020-10-07 02:14:32,396 - mmaction - INFO - Epoch [83][1260/1413] lr: 4.605e-01, eta: 2 days, 19:47:57, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2413, top5_acc: 0.4648, loss_cls: 3.7823, loss: 3.7823, grad_norm: 1.0570 2020-10-07 02:14:51,983 - mmaction - INFO - Epoch [83][1280/1413] lr: 4.605e-01, eta: 2 days, 19:47:35, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2363, top5_acc: 0.4633, loss_cls: 3.8083, loss: 3.8083, grad_norm: 1.0810 2020-10-07 02:15:11,584 - mmaction - INFO - Epoch [83][1300/1413] lr: 4.605e-01, eta: 2 days, 19:47:13, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2452, top5_acc: 0.4658, loss_cls: 3.7691, loss: 3.7691, grad_norm: 1.0602 2020-10-07 02:15:31,244 - mmaction - INFO - Epoch [83][1320/1413] lr: 4.605e-01, eta: 2 days, 19:46:52, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2421, top5_acc: 0.4654, loss_cls: 3.7904, loss: 3.7904, grad_norm: 1.0707 2020-10-07 02:15:50,774 - mmaction - INFO - Epoch [83][1340/1413] lr: 4.605e-01, eta: 2 days, 19:46:30, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2396, top5_acc: 0.4648, loss_cls: 3.7726, loss: 3.7726, grad_norm: 1.0760 2020-10-07 02:16:10,365 - mmaction - INFO - Epoch [83][1360/1413] lr: 4.605e-01, eta: 2 days, 19:46:08, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2413, top5_acc: 0.4687, loss_cls: 3.7963, loss: 3.7963, grad_norm: 1.0562 2020-10-07 02:16:29,995 - mmaction - INFO - Epoch [83][1380/1413] lr: 4.605e-01, eta: 2 days, 19:45:46, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2385, top5_acc: 0.4706, loss_cls: 3.8005, loss: 3.8005, grad_norm: 1.0673 2020-10-07 02:16:49,650 - mmaction - INFO - Epoch [83][1400/1413] lr: 4.605e-01, eta: 2 days, 19:45:25, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2423, top5_acc: 0.4719, loss_cls: 3.7976, loss: 3.7976, grad_norm: 1.0600 2020-10-07 02:17:57,686 - mmaction - INFO - Epoch [84][20/1413] lr: 4.574e-01, eta: 2 days, 19:46:32, time: 2.663, data_time: 1.634, memory: 8482, top1_acc: 0.2492, top5_acc: 0.4816, loss_cls: 3.7184, loss: 3.7184, grad_norm: 1.0681 2020-10-07 02:18:17,055 - mmaction - INFO - Epoch [84][40/1413] lr: 4.574e-01, eta: 2 days, 19:46:09, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.2540, top5_acc: 0.4749, loss_cls: 3.7350, loss: 3.7350, grad_norm: 1.0563 2020-10-07 02:18:36,622 - mmaction - INFO - Epoch [84][60/1413] lr: 4.574e-01, eta: 2 days, 19:45:47, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2478, top5_acc: 0.4784, loss_cls: 3.7541, loss: 3.7541, grad_norm: 1.0693 2020-10-07 02:18:56,255 - mmaction - INFO - Epoch [84][80/1413] lr: 4.574e-01, eta: 2 days, 19:45:26, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2385, top5_acc: 0.4607, loss_cls: 3.7813, loss: 3.7813, grad_norm: 1.0771 2020-10-07 02:19:15,970 - mmaction - INFO - Epoch [84][100/1413] lr: 4.574e-01, eta: 2 days, 19:45:05, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2422, top5_acc: 0.4725, loss_cls: 3.7577, loss: 3.7577, grad_norm: 1.0648 2020-10-07 02:19:35,575 - mmaction - INFO - Epoch [84][120/1413] lr: 4.574e-01, eta: 2 days, 19:44:43, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2395, top5_acc: 0.4730, loss_cls: 3.7805, loss: 3.7805, grad_norm: 1.0574 2020-10-07 02:19:55,208 - mmaction - INFO - Epoch [84][140/1413] lr: 4.574e-01, eta: 2 days, 19:44:21, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2384, top5_acc: 0.4617, loss_cls: 3.7873, loss: 3.7873, grad_norm: 1.0786 2020-10-07 02:20:14,816 - mmaction - INFO - Epoch [84][160/1413] lr: 4.574e-01, eta: 2 days, 19:44:00, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2514, top5_acc: 0.4783, loss_cls: 3.7255, loss: 3.7255, grad_norm: 1.0677 2020-10-07 02:20:34,530 - mmaction - INFO - Epoch [84][180/1413] lr: 4.574e-01, eta: 2 days, 19:43:38, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2456, top5_acc: 0.4747, loss_cls: 3.7738, loss: 3.7738, grad_norm: 1.0823 2020-10-07 02:20:54,136 - mmaction - INFO - Epoch [84][200/1413] lr: 4.574e-01, eta: 2 days, 19:43:17, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2421, top5_acc: 0.4728, loss_cls: 3.7854, loss: 3.7854, grad_norm: 1.0706 2020-10-07 02:21:13,755 - mmaction - INFO - Epoch [84][220/1413] lr: 4.574e-01, eta: 2 days, 19:42:55, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2477, top5_acc: 0.4727, loss_cls: 3.7366, loss: 3.7366, grad_norm: 1.0483 2020-10-07 02:21:33,428 - mmaction - INFO - Epoch [84][240/1413] lr: 4.574e-01, eta: 2 days, 19:42:34, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2436, top5_acc: 0.4749, loss_cls: 3.7484, loss: 3.7484, grad_norm: 1.0734 2020-10-07 02:21:53,025 - mmaction - INFO - Epoch [84][260/1413] lr: 4.574e-01, eta: 2 days, 19:42:12, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2396, top5_acc: 0.4668, loss_cls: 3.7787, loss: 3.7787, grad_norm: 1.0823 2020-10-07 02:22:12,676 - mmaction - INFO - Epoch [84][280/1413] lr: 4.574e-01, eta: 2 days, 19:41:50, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2464, top5_acc: 0.4714, loss_cls: 3.7630, loss: 3.7630, grad_norm: 1.0598 2020-10-07 02:22:32,289 - mmaction - INFO - Epoch [84][300/1413] lr: 4.574e-01, eta: 2 days, 19:41:29, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2319, top5_acc: 0.4626, loss_cls: 3.7871, loss: 3.7871, grad_norm: 1.0529 2020-10-07 02:22:51,929 - mmaction - INFO - Epoch [84][320/1413] lr: 4.574e-01, eta: 2 days, 19:41:07, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2443, top5_acc: 0.4672, loss_cls: 3.7683, loss: 3.7683, grad_norm: 1.0748 2020-10-07 02:23:11,545 - mmaction - INFO - Epoch [84][340/1413] lr: 4.574e-01, eta: 2 days, 19:40:46, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2406, top5_acc: 0.4734, loss_cls: 3.7481, loss: 3.7481, grad_norm: 1.0633 2020-10-07 02:23:31,010 - mmaction - INFO - Epoch [84][360/1413] lr: 4.574e-01, eta: 2 days, 19:40:23, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2393, top5_acc: 0.4616, loss_cls: 3.7667, loss: 3.7667, grad_norm: 1.0803 2020-10-07 02:23:50,610 - mmaction - INFO - Epoch [84][380/1413] lr: 4.574e-01, eta: 2 days, 19:40:01, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2380, top5_acc: 0.4609, loss_cls: 3.8026, loss: 3.8026, grad_norm: 1.0645 2020-10-07 02:24:10,108 - mmaction - INFO - Epoch [84][400/1413] lr: 4.574e-01, eta: 2 days, 19:39:39, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2405, top5_acc: 0.4701, loss_cls: 3.7909, loss: 3.7909, grad_norm: 1.0640 2020-10-07 02:24:29,672 - mmaction - INFO - Epoch [84][420/1413] lr: 4.574e-01, eta: 2 days, 19:39:17, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2465, top5_acc: 0.4680, loss_cls: 3.7724, loss: 3.7724, grad_norm: 1.0668 2020-10-07 02:24:49,251 - mmaction - INFO - Epoch [84][440/1413] lr: 4.574e-01, eta: 2 days, 19:38:55, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2368, top5_acc: 0.4609, loss_cls: 3.7990, loss: 3.7990, grad_norm: 1.0639 2020-10-07 02:25:08,765 - mmaction - INFO - Epoch [84][460/1413] lr: 4.574e-01, eta: 2 days, 19:38:33, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2440, top5_acc: 0.4686, loss_cls: 3.7631, loss: 3.7631, grad_norm: 1.0618 2020-10-07 02:25:28,355 - mmaction - INFO - Epoch [84][480/1413] lr: 4.574e-01, eta: 2 days, 19:38:12, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2465, top5_acc: 0.4784, loss_cls: 3.7430, loss: 3.7430, grad_norm: 1.0694 2020-10-07 02:25:47,950 - mmaction - INFO - Epoch [84][500/1413] lr: 4.574e-01, eta: 2 days, 19:37:50, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2426, top5_acc: 0.4684, loss_cls: 3.7825, loss: 3.7825, grad_norm: 1.0656 2020-10-07 02:26:07,551 - mmaction - INFO - Epoch [84][520/1413] lr: 4.574e-01, eta: 2 days, 19:37:28, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2465, top5_acc: 0.4689, loss_cls: 3.8018, loss: 3.8018, grad_norm: 1.0609 2020-10-07 02:26:27,144 - mmaction - INFO - Epoch [84][540/1413] lr: 4.574e-01, eta: 2 days, 19:37:06, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2486, top5_acc: 0.4758, loss_cls: 3.7448, loss: 3.7448, grad_norm: 1.0714 2020-10-07 02:26:46,695 - mmaction - INFO - Epoch [84][560/1413] lr: 4.574e-01, eta: 2 days, 19:36:44, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2385, top5_acc: 0.4643, loss_cls: 3.7932, loss: 3.7932, grad_norm: 1.0651 2020-10-07 02:27:06,271 - mmaction - INFO - Epoch [84][580/1413] lr: 4.574e-01, eta: 2 days, 19:36:22, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2525, top5_acc: 0.4772, loss_cls: 3.7359, loss: 3.7359, grad_norm: 1.0635 2020-10-07 02:27:25,926 - mmaction - INFO - Epoch [84][600/1413] lr: 4.574e-01, eta: 2 days, 19:36:01, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2466, top5_acc: 0.4681, loss_cls: 3.7652, loss: 3.7652, grad_norm: 1.0720 2020-10-07 02:27:45,613 - mmaction - INFO - Epoch [84][620/1413] lr: 4.574e-01, eta: 2 days, 19:35:40, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2342, top5_acc: 0.4620, loss_cls: 3.8141, loss: 3.8141, grad_norm: 1.0723 2020-10-07 02:28:05,165 - mmaction - INFO - Epoch [84][640/1413] lr: 4.574e-01, eta: 2 days, 19:35:18, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2333, top5_acc: 0.4678, loss_cls: 3.7999, loss: 3.7999, grad_norm: 1.0633 2020-10-07 02:28:24,854 - mmaction - INFO - Epoch [84][660/1413] lr: 4.574e-01, eta: 2 days, 19:34:57, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2318, top5_acc: 0.4576, loss_cls: 3.8064, loss: 3.8064, grad_norm: 1.0706 2020-10-07 02:28:44,428 - mmaction - INFO - Epoch [84][680/1413] lr: 4.574e-01, eta: 2 days, 19:34:35, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2516, top5_acc: 0.4740, loss_cls: 3.7012, loss: 3.7012, grad_norm: 1.0541 2020-10-07 02:29:04,079 - mmaction - INFO - Epoch [84][700/1413] lr: 4.574e-01, eta: 2 days, 19:34:13, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2404, top5_acc: 0.4767, loss_cls: 3.7592, loss: 3.7592, grad_norm: 1.0671 2020-10-07 02:29:23,740 - mmaction - INFO - Epoch [84][720/1413] lr: 4.574e-01, eta: 2 days, 19:33:52, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2349, top5_acc: 0.4742, loss_cls: 3.7532, loss: 3.7532, grad_norm: 1.0676 2020-10-07 02:29:43,373 - mmaction - INFO - Epoch [84][740/1413] lr: 4.574e-01, eta: 2 days, 19:33:30, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2445, top5_acc: 0.4775, loss_cls: 3.7462, loss: 3.7462, grad_norm: 1.0668 2020-10-07 02:30:02,991 - mmaction - INFO - Epoch [84][760/1413] lr: 4.574e-01, eta: 2 days, 19:33:09, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2419, top5_acc: 0.4634, loss_cls: 3.7912, loss: 3.7912, grad_norm: 1.0806 2020-10-07 02:30:21,751 - mmaction - INFO - Epoch [84][780/1413] lr: 4.574e-01, eta: 2 days, 19:32:43, time: 0.938, data_time: 0.002, memory: 8482, top1_acc: 0.2404, top5_acc: 0.4724, loss_cls: 3.7458, loss: 3.7458, grad_norm: 1.0621 2020-10-07 02:30:41,404 - mmaction - INFO - Epoch [84][800/1413] lr: 4.574e-01, eta: 2 days, 19:32:21, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2417, top5_acc: 0.4760, loss_cls: 3.7391, loss: 3.7391, grad_norm: 1.0655 2020-10-07 02:31:01,028 - mmaction - INFO - Epoch [84][820/1413] lr: 4.574e-01, eta: 2 days, 19:32:00, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2358, top5_acc: 0.4691, loss_cls: 3.7862, loss: 3.7862, grad_norm: 1.0818 2020-10-07 02:31:20,538 - mmaction - INFO - Epoch [84][840/1413] lr: 4.574e-01, eta: 2 days, 19:31:38, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2353, top5_acc: 0.4650, loss_cls: 3.8013, loss: 3.8013, grad_norm: 1.0720 2020-10-07 02:31:40,202 - mmaction - INFO - Epoch [84][860/1413] lr: 4.574e-01, eta: 2 days, 19:31:16, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2501, top5_acc: 0.4711, loss_cls: 3.7575, loss: 3.7575, grad_norm: 1.0713 2020-10-07 02:31:59,743 - mmaction - INFO - Epoch [84][880/1413] lr: 4.574e-01, eta: 2 days, 19:30:54, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2496, top5_acc: 0.4789, loss_cls: 3.7388, loss: 3.7388, grad_norm: 1.0656 2020-10-07 02:32:19,394 - mmaction - INFO - Epoch [84][900/1413] lr: 4.574e-01, eta: 2 days, 19:30:33, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2379, top5_acc: 0.4562, loss_cls: 3.8031, loss: 3.8031, grad_norm: 1.0641 2020-10-07 02:32:38,991 - mmaction - INFO - Epoch [84][920/1413] lr: 4.574e-01, eta: 2 days, 19:30:11, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2419, top5_acc: 0.4710, loss_cls: 3.7854, loss: 3.7854, grad_norm: 1.0579 2020-10-07 02:32:58,607 - mmaction - INFO - Epoch [84][940/1413] lr: 4.574e-01, eta: 2 days, 19:29:50, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2421, top5_acc: 0.4807, loss_cls: 3.7348, loss: 3.7348, grad_norm: 1.0696 2020-10-07 02:33:18,220 - mmaction - INFO - Epoch [84][960/1413] lr: 4.574e-01, eta: 2 days, 19:29:28, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2372, top5_acc: 0.4685, loss_cls: 3.8569, loss: 3.8569, grad_norm: 1.0715 2020-10-07 02:33:37,806 - mmaction - INFO - Epoch [84][980/1413] lr: 4.574e-01, eta: 2 days, 19:29:06, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2449, top5_acc: 0.4706, loss_cls: 3.7697, loss: 3.7697, grad_norm: 1.0571 2020-10-07 02:33:57,368 - mmaction - INFO - Epoch [84][1000/1413] lr: 4.574e-01, eta: 2 days, 19:28:44, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2475, top5_acc: 0.4766, loss_cls: 3.7287, loss: 3.7287, grad_norm: 1.0648 2020-10-07 02:34:16,956 - mmaction - INFO - Epoch [84][1020/1413] lr: 4.574e-01, eta: 2 days, 19:28:23, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2445, top5_acc: 0.4742, loss_cls: 3.7749, loss: 3.7749, grad_norm: 1.0809 2020-10-07 02:34:36,648 - mmaction - INFO - Epoch [84][1040/1413] lr: 4.574e-01, eta: 2 days, 19:28:01, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2382, top5_acc: 0.4689, loss_cls: 3.7882, loss: 3.7882, grad_norm: 1.0734 2020-10-07 02:34:56,265 - mmaction - INFO - Epoch [84][1060/1413] lr: 4.574e-01, eta: 2 days, 19:27:40, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2405, top5_acc: 0.4680, loss_cls: 3.7593, loss: 3.7593, grad_norm: 1.0649 2020-10-07 02:35:15,913 - mmaction - INFO - Epoch [84][1080/1413] lr: 4.574e-01, eta: 2 days, 19:27:18, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2366, top5_acc: 0.4738, loss_cls: 3.7477, loss: 3.7477, grad_norm: 1.0667 2020-10-07 02:35:35,579 - mmaction - INFO - Epoch [84][1100/1413] lr: 4.574e-01, eta: 2 days, 19:26:57, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2417, top5_acc: 0.4758, loss_cls: 3.7808, loss: 3.7808, grad_norm: 1.0664 2020-10-07 02:35:55,245 - mmaction - INFO - Epoch [84][1120/1413] lr: 4.574e-01, eta: 2 days, 19:26:36, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2462, top5_acc: 0.4684, loss_cls: 3.7498, loss: 3.7498, grad_norm: 1.0829 2020-10-07 02:36:14,828 - mmaction - INFO - Epoch [84][1140/1413] lr: 4.574e-01, eta: 2 days, 19:26:14, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2405, top5_acc: 0.4733, loss_cls: 3.7847, loss: 3.7847, grad_norm: 1.0890 2020-10-07 02:36:34,345 - mmaction - INFO - Epoch [84][1160/1413] lr: 4.574e-01, eta: 2 days, 19:25:52, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2475, top5_acc: 0.4784, loss_cls: 3.7772, loss: 3.7772, grad_norm: 1.0766 2020-10-07 02:36:53,947 - mmaction - INFO - Epoch [84][1180/1413] lr: 4.574e-01, eta: 2 days, 19:25:30, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2366, top5_acc: 0.4655, loss_cls: 3.8036, loss: 3.8036, grad_norm: 1.0638 2020-10-07 02:37:13,507 - mmaction - INFO - Epoch [84][1200/1413] lr: 4.574e-01, eta: 2 days, 19:25:08, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2396, top5_acc: 0.4638, loss_cls: 3.7982, loss: 3.7982, grad_norm: 1.0717 2020-10-07 02:37:33,154 - mmaction - INFO - Epoch [84][1220/1413] lr: 4.574e-01, eta: 2 days, 19:24:47, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2387, top5_acc: 0.4686, loss_cls: 3.7935, loss: 3.7935, grad_norm: 1.0890 2020-10-07 02:37:52,718 - mmaction - INFO - Epoch [84][1240/1413] lr: 4.574e-01, eta: 2 days, 19:24:25, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2401, top5_acc: 0.4697, loss_cls: 3.8120, loss: 3.8120, grad_norm: 1.0665 2020-10-07 02:38:12,375 - mmaction - INFO - Epoch [84][1260/1413] lr: 4.574e-01, eta: 2 days, 19:24:04, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2367, top5_acc: 0.4576, loss_cls: 3.8232, loss: 3.8232, grad_norm: 1.0718 2020-10-07 02:38:31,957 - mmaction - INFO - Epoch [84][1280/1413] lr: 4.574e-01, eta: 2 days, 19:23:42, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2432, top5_acc: 0.4750, loss_cls: 3.7681, loss: 3.7681, grad_norm: 1.0502 2020-10-07 02:38:51,601 - mmaction - INFO - Epoch [84][1300/1413] lr: 4.574e-01, eta: 2 days, 19:23:20, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2534, top5_acc: 0.4841, loss_cls: 3.7103, loss: 3.7103, grad_norm: 1.0540 2020-10-07 02:39:11,297 - mmaction - INFO - Epoch [84][1320/1413] lr: 4.574e-01, eta: 2 days, 19:22:59, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2421, top5_acc: 0.4758, loss_cls: 3.7424, loss: 3.7424, grad_norm: 1.0613 2020-10-07 02:39:31,001 - mmaction - INFO - Epoch [84][1340/1413] lr: 4.574e-01, eta: 2 days, 19:22:38, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2389, top5_acc: 0.4672, loss_cls: 3.8011, loss: 3.8011, grad_norm: 1.0829 2020-10-07 02:39:50,575 - mmaction - INFO - Epoch [84][1360/1413] lr: 4.574e-01, eta: 2 days, 19:22:16, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2423, top5_acc: 0.4697, loss_cls: 3.7761, loss: 3.7761, grad_norm: 1.0778 2020-10-07 02:40:10,123 - mmaction - INFO - Epoch [84][1380/1413] lr: 4.574e-01, eta: 2 days, 19:21:54, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2467, top5_acc: 0.4697, loss_cls: 3.7706, loss: 3.7706, grad_norm: 1.0682 2020-10-07 02:40:29,663 - mmaction - INFO - Epoch [84][1400/1413] lr: 4.574e-01, eta: 2 days, 19:21:33, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2371, top5_acc: 0.4615, loss_cls: 3.8037, loss: 3.8037, grad_norm: 1.0753 2020-10-07 02:41:33,179 - mmaction - INFO - Epoch [85][20/1413] lr: 4.542e-01, eta: 2 days, 19:22:21, time: 2.503, data_time: 1.481, memory: 8482, top1_acc: 0.2395, top5_acc: 0.4757, loss_cls: 3.7470, loss: 3.7470, grad_norm: 1.0806 2020-10-07 02:41:52,523 - mmaction - INFO - Epoch [85][40/1413] lr: 4.542e-01, eta: 2 days, 19:21:58, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.2402, top5_acc: 0.4678, loss_cls: 3.7648, loss: 3.7648, grad_norm: 1.0663 2020-10-07 02:42:12,154 - mmaction - INFO - Epoch [85][60/1413] lr: 4.542e-01, eta: 2 days, 19:21:37, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2458, top5_acc: 0.4760, loss_cls: 3.7586, loss: 3.7586, grad_norm: 1.0689 2020-10-07 02:42:31,738 - mmaction - INFO - Epoch [85][80/1413] lr: 4.542e-01, eta: 2 days, 19:21:15, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2461, top5_acc: 0.4729, loss_cls: 3.7665, loss: 3.7665, grad_norm: 1.0714 2020-10-07 02:42:51,264 - mmaction - INFO - Epoch [85][100/1413] lr: 4.542e-01, eta: 2 days, 19:20:53, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2483, top5_acc: 0.4730, loss_cls: 3.7363, loss: 3.7363, grad_norm: 1.0676 2020-10-07 02:43:10,881 - mmaction - INFO - Epoch [85][120/1413] lr: 4.542e-01, eta: 2 days, 19:20:32, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2419, top5_acc: 0.4746, loss_cls: 3.7418, loss: 3.7418, grad_norm: 1.0866 2020-10-07 02:43:30,502 - mmaction - INFO - Epoch [85][140/1413] lr: 4.542e-01, eta: 2 days, 19:20:10, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2431, top5_acc: 0.4775, loss_cls: 3.7464, loss: 3.7464, grad_norm: 1.0759 2020-10-07 02:43:50,180 - mmaction - INFO - Epoch [85][160/1413] lr: 4.542e-01, eta: 2 days, 19:19:49, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2400, top5_acc: 0.4685, loss_cls: 3.7617, loss: 3.7617, grad_norm: 1.0825 2020-10-07 02:44:09,905 - mmaction - INFO - Epoch [85][180/1413] lr: 4.542e-01, eta: 2 days, 19:19:28, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2477, top5_acc: 0.4794, loss_cls: 3.7183, loss: 3.7183, grad_norm: 1.0542 2020-10-07 02:44:29,449 - mmaction - INFO - Epoch [85][200/1413] lr: 4.542e-01, eta: 2 days, 19:19:06, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2487, top5_acc: 0.4806, loss_cls: 3.7478, loss: 3.7478, grad_norm: 1.0707 2020-10-07 02:44:49,030 - mmaction - INFO - Epoch [85][220/1413] lr: 4.542e-01, eta: 2 days, 19:18:44, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2384, top5_acc: 0.4737, loss_cls: 3.7973, loss: 3.7973, grad_norm: 1.0995 2020-10-07 02:45:08,773 - mmaction - INFO - Epoch [85][240/1413] lr: 4.542e-01, eta: 2 days, 19:18:23, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.2493, top5_acc: 0.4745, loss_cls: 3.7434, loss: 3.7434, grad_norm: 1.0553 2020-10-07 02:45:28,365 - mmaction - INFO - Epoch [85][260/1413] lr: 4.542e-01, eta: 2 days, 19:18:01, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2413, top5_acc: 0.4759, loss_cls: 3.7579, loss: 3.7579, grad_norm: 1.0747 2020-10-07 02:45:48,025 - mmaction - INFO - Epoch [85][280/1413] lr: 4.542e-01, eta: 2 days, 19:17:40, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2348, top5_acc: 0.4613, loss_cls: 3.7987, loss: 3.7987, grad_norm: 1.0970 2020-10-07 02:46:07,759 - mmaction - INFO - Epoch [85][300/1413] lr: 4.542e-01, eta: 2 days, 19:17:19, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2441, top5_acc: 0.4760, loss_cls: 3.7513, loss: 3.7513, grad_norm: 1.0690 2020-10-07 02:46:27,552 - mmaction - INFO - Epoch [85][320/1413] lr: 4.542e-01, eta: 2 days, 19:16:58, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.2461, top5_acc: 0.4789, loss_cls: 3.6981, loss: 3.6981, grad_norm: 1.0606 2020-10-07 02:46:47,269 - mmaction - INFO - Epoch [85][340/1413] lr: 4.542e-01, eta: 2 days, 19:16:37, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2456, top5_acc: 0.4776, loss_cls: 3.7433, loss: 3.7433, grad_norm: 1.0889 2020-10-07 02:47:06,950 - mmaction - INFO - Epoch [85][360/1413] lr: 4.542e-01, eta: 2 days, 19:16:16, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2453, top5_acc: 0.4703, loss_cls: 3.7590, loss: 3.7590, grad_norm: 1.0703 2020-10-07 02:47:26,573 - mmaction - INFO - Epoch [85][380/1413] lr: 4.542e-01, eta: 2 days, 19:15:54, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2395, top5_acc: 0.4603, loss_cls: 3.8234, loss: 3.8234, grad_norm: 1.0647 2020-10-07 02:47:46,309 - mmaction - INFO - Epoch [85][400/1413] lr: 4.542e-01, eta: 2 days, 19:15:33, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2415, top5_acc: 0.4760, loss_cls: 3.7535, loss: 3.7535, grad_norm: 1.0772 2020-10-07 02:48:05,918 - mmaction - INFO - Epoch [85][420/1413] lr: 4.542e-01, eta: 2 days, 19:15:12, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2536, top5_acc: 0.4742, loss_cls: 3.7349, loss: 3.7349, grad_norm: 1.0736 2020-10-07 02:48:25,610 - mmaction - INFO - Epoch [85][440/1413] lr: 4.542e-01, eta: 2 days, 19:14:50, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2350, top5_acc: 0.4688, loss_cls: 3.8007, loss: 3.8007, grad_norm: 1.0635 2020-10-07 02:48:45,397 - mmaction - INFO - Epoch [85][460/1413] lr: 4.542e-01, eta: 2 days, 19:14:30, time: 0.988, data_time: 0.001, memory: 8482, top1_acc: 0.2497, top5_acc: 0.4751, loss_cls: 3.7290, loss: 3.7290, grad_norm: 1.0811 2020-10-07 02:49:05,037 - mmaction - INFO - Epoch [85][480/1413] lr: 4.542e-01, eta: 2 days, 19:14:08, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2397, top5_acc: 0.4758, loss_cls: 3.7649, loss: 3.7649, grad_norm: 1.0750 2020-10-07 02:49:24,692 - mmaction - INFO - Epoch [85][500/1413] lr: 4.542e-01, eta: 2 days, 19:13:47, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2402, top5_acc: 0.4764, loss_cls: 3.7476, loss: 3.7476, grad_norm: 1.0653 2020-10-07 02:49:44,357 - mmaction - INFO - Epoch [85][520/1413] lr: 4.542e-01, eta: 2 days, 19:13:25, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2375, top5_acc: 0.4622, loss_cls: 3.7925, loss: 3.7925, grad_norm: 1.0815 2020-10-07 02:50:03,897 - mmaction - INFO - Epoch [85][540/1413] lr: 4.542e-01, eta: 2 days, 19:13:03, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2350, top5_acc: 0.4669, loss_cls: 3.7923, loss: 3.7923, grad_norm: 1.0558 2020-10-07 02:50:23,521 - mmaction - INFO - Epoch [85][560/1413] lr: 4.542e-01, eta: 2 days, 19:12:42, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2520, top5_acc: 0.4797, loss_cls: 3.7335, loss: 3.7335, grad_norm: 1.0688 2020-10-07 02:50:43,141 - mmaction - INFO - Epoch [85][580/1413] lr: 4.542e-01, eta: 2 days, 19:12:20, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2419, top5_acc: 0.4681, loss_cls: 3.7633, loss: 3.7633, grad_norm: 1.0736 2020-10-07 02:51:02,891 - mmaction - INFO - Epoch [85][600/1413] lr: 4.542e-01, eta: 2 days, 19:11:59, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2504, top5_acc: 0.4823, loss_cls: 3.7300, loss: 3.7300, grad_norm: 1.1005 2020-10-07 02:51:22,636 - mmaction - INFO - Epoch [85][620/1413] lr: 4.542e-01, eta: 2 days, 19:11:38, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2368, top5_acc: 0.4737, loss_cls: 3.7826, loss: 3.7826, grad_norm: 1.0963 2020-10-07 02:51:42,129 - mmaction - INFO - Epoch [85][640/1413] lr: 4.542e-01, eta: 2 days, 19:11:16, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2484, top5_acc: 0.4750, loss_cls: 3.7121, loss: 3.7121, grad_norm: 1.0879 2020-10-07 02:52:01,683 - mmaction - INFO - Epoch [85][660/1413] lr: 4.542e-01, eta: 2 days, 19:10:54, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2367, top5_acc: 0.4702, loss_cls: 3.7924, loss: 3.7924, grad_norm: 1.0672 2020-10-07 02:52:21,314 - mmaction - INFO - Epoch [85][680/1413] lr: 4.542e-01, eta: 2 days, 19:10:33, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2490, top5_acc: 0.4747, loss_cls: 3.7730, loss: 3.7730, grad_norm: 1.0697 2020-10-07 02:52:41,040 - mmaction - INFO - Epoch [85][700/1413] lr: 4.542e-01, eta: 2 days, 19:10:12, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2423, top5_acc: 0.4737, loss_cls: 3.7304, loss: 3.7304, grad_norm: 1.0809 2020-10-07 02:53:00,654 - mmaction - INFO - Epoch [85][720/1413] lr: 4.542e-01, eta: 2 days, 19:09:50, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2500, top5_acc: 0.4845, loss_cls: 3.7159, loss: 3.7159, grad_norm: 1.0868 2020-10-07 02:53:20,339 - mmaction - INFO - Epoch [85][740/1413] lr: 4.542e-01, eta: 2 days, 19:09:29, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2348, top5_acc: 0.4673, loss_cls: 3.7960, loss: 3.7960, grad_norm: 1.0708 2020-10-07 02:53:40,060 - mmaction - INFO - Epoch [85][760/1413] lr: 4.542e-01, eta: 2 days, 19:09:08, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2451, top5_acc: 0.4704, loss_cls: 3.7747, loss: 3.7747, grad_norm: 1.0697 2020-10-07 02:53:59,698 - mmaction - INFO - Epoch [85][780/1413] lr: 4.542e-01, eta: 2 days, 19:08:47, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2526, top5_acc: 0.4793, loss_cls: 3.7126, loss: 3.7126, grad_norm: 1.0702 2020-10-07 02:54:19,302 - mmaction - INFO - Epoch [85][800/1413] lr: 4.542e-01, eta: 2 days, 19:08:25, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2427, top5_acc: 0.4740, loss_cls: 3.7753, loss: 3.7753, grad_norm: 1.0746 2020-10-07 02:54:38,861 - mmaction - INFO - Epoch [85][820/1413] lr: 4.542e-01, eta: 2 days, 19:08:03, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2432, top5_acc: 0.4751, loss_cls: 3.7515, loss: 3.7515, grad_norm: 1.0595 2020-10-07 02:54:58,456 - mmaction - INFO - Epoch [85][840/1413] lr: 4.542e-01, eta: 2 days, 19:07:41, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2478, top5_acc: 0.4703, loss_cls: 3.7513, loss: 3.7513, grad_norm: 1.0744 2020-10-07 02:55:18,168 - mmaction - INFO - Epoch [85][860/1413] lr: 4.542e-01, eta: 2 days, 19:07:20, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2453, top5_acc: 0.4743, loss_cls: 3.7608, loss: 3.7608, grad_norm: 1.0748 2020-10-07 02:55:37,769 - mmaction - INFO - Epoch [85][880/1413] lr: 4.542e-01, eta: 2 days, 19:06:59, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2544, top5_acc: 0.4848, loss_cls: 3.7140, loss: 3.7140, grad_norm: 1.0761 2020-10-07 02:55:57,328 - mmaction - INFO - Epoch [85][900/1413] lr: 4.542e-01, eta: 2 days, 19:06:37, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2384, top5_acc: 0.4717, loss_cls: 3.7880, loss: 3.7880, grad_norm: 1.0855 2020-10-07 02:56:16,926 - mmaction - INFO - Epoch [85][920/1413] lr: 4.542e-01, eta: 2 days, 19:06:15, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2384, top5_acc: 0.4590, loss_cls: 3.8103, loss: 3.8103, grad_norm: 1.0613 2020-10-07 02:56:36,530 - mmaction - INFO - Epoch [85][940/1413] lr: 4.542e-01, eta: 2 days, 19:05:54, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2401, top5_acc: 0.4687, loss_cls: 3.7729, loss: 3.7729, grad_norm: 1.0793 2020-10-07 02:56:56,130 - mmaction - INFO - Epoch [85][960/1413] lr: 4.542e-01, eta: 2 days, 19:05:32, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2426, top5_acc: 0.4703, loss_cls: 3.7745, loss: 3.7745, grad_norm: 1.0754 2020-10-07 02:57:15,604 - mmaction - INFO - Epoch [85][980/1413] lr: 4.542e-01, eta: 2 days, 19:05:10, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2379, top5_acc: 0.4579, loss_cls: 3.8467, loss: 3.8467, grad_norm: 1.0788 2020-10-07 02:57:35,276 - mmaction - INFO - Epoch [85][1000/1413] lr: 4.542e-01, eta: 2 days, 19:04:49, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2473, top5_acc: 0.4715, loss_cls: 3.7588, loss: 3.7588, grad_norm: 1.0678 2020-10-07 02:57:54,904 - mmaction - INFO - Epoch [85][1020/1413] lr: 4.542e-01, eta: 2 days, 19:04:27, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2400, top5_acc: 0.4723, loss_cls: 3.7688, loss: 3.7688, grad_norm: 1.0811 2020-10-07 02:58:14,537 - mmaction - INFO - Epoch [85][1040/1413] lr: 4.542e-01, eta: 2 days, 19:04:06, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2417, top5_acc: 0.4677, loss_cls: 3.8049, loss: 3.8049, grad_norm: 1.0745 2020-10-07 02:58:34,137 - mmaction - INFO - Epoch [85][1060/1413] lr: 4.542e-01, eta: 2 days, 19:03:44, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2466, top5_acc: 0.4767, loss_cls: 3.7615, loss: 3.7615, grad_norm: 1.0692 2020-10-07 02:58:53,672 - mmaction - INFO - Epoch [85][1080/1413] lr: 4.542e-01, eta: 2 days, 19:03:22, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2458, top5_acc: 0.4764, loss_cls: 3.7513, loss: 3.7513, grad_norm: 1.0669 2020-10-07 02:59:13,259 - mmaction - INFO - Epoch [85][1100/1413] lr: 4.542e-01, eta: 2 days, 19:03:01, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2435, top5_acc: 0.4772, loss_cls: 3.7528, loss: 3.7528, grad_norm: 1.0768 2020-10-07 02:59:32,898 - mmaction - INFO - Epoch [85][1120/1413] lr: 4.542e-01, eta: 2 days, 19:02:39, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2452, top5_acc: 0.4727, loss_cls: 3.7919, loss: 3.7919, grad_norm: 1.0621 2020-10-07 02:59:52,483 - mmaction - INFO - Epoch [85][1140/1413] lr: 4.542e-01, eta: 2 days, 19:02:18, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2411, top5_acc: 0.4742, loss_cls: 3.7559, loss: 3.7559, grad_norm: 1.0905 2020-10-07 03:00:12,677 - mmaction - INFO - Epoch [85][1160/1413] lr: 4.542e-01, eta: 2 days, 19:01:59, time: 1.009, data_time: 0.001, memory: 8482, top1_acc: 0.2348, top5_acc: 0.4659, loss_cls: 3.7926, loss: 3.7926, grad_norm: 1.0787 2020-10-07 03:00:32,431 - mmaction - INFO - Epoch [85][1180/1413] lr: 4.542e-01, eta: 2 days, 19:01:38, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.2388, top5_acc: 0.4659, loss_cls: 3.8108, loss: 3.8108, grad_norm: 1.0853 2020-10-07 03:00:51,980 - mmaction - INFO - Epoch [85][1200/1413] lr: 4.542e-01, eta: 2 days, 19:01:16, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2387, top5_acc: 0.4665, loss_cls: 3.7908, loss: 3.7908, grad_norm: 1.0590 2020-10-07 03:01:11,607 - mmaction - INFO - Epoch [85][1220/1413] lr: 4.542e-01, eta: 2 days, 19:00:54, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2422, top5_acc: 0.4689, loss_cls: 3.7664, loss: 3.7664, grad_norm: 1.0817 2020-10-07 03:01:31,282 - mmaction - INFO - Epoch [85][1240/1413] lr: 4.542e-01, eta: 2 days, 19:00:33, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2303, top5_acc: 0.4621, loss_cls: 3.8162, loss: 3.8162, grad_norm: 1.0789 2020-10-07 03:01:50,872 - mmaction - INFO - Epoch [85][1260/1413] lr: 4.542e-01, eta: 2 days, 19:00:12, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2345, top5_acc: 0.4615, loss_cls: 3.8277, loss: 3.8277, grad_norm: 1.0685 2020-10-07 03:02:10,420 - mmaction - INFO - Epoch [85][1280/1413] lr: 4.542e-01, eta: 2 days, 18:59:50, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2503, top5_acc: 0.4848, loss_cls: 3.7009, loss: 3.7009, grad_norm: 1.0533 2020-10-07 03:02:30,015 - mmaction - INFO - Epoch [85][1300/1413] lr: 4.542e-01, eta: 2 days, 18:59:28, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2520, top5_acc: 0.4760, loss_cls: 3.7292, loss: 3.7292, grad_norm: 1.0844 2020-10-07 03:02:49,654 - mmaction - INFO - Epoch [85][1320/1413] lr: 4.542e-01, eta: 2 days, 18:59:07, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2440, top5_acc: 0.4717, loss_cls: 3.7612, loss: 3.7612, grad_norm: 1.0728 2020-10-07 03:03:09,232 - mmaction - INFO - Epoch [85][1340/1413] lr: 4.542e-01, eta: 2 days, 18:58:45, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2406, top5_acc: 0.4618, loss_cls: 3.8099, loss: 3.8099, grad_norm: 1.0749 2020-10-07 03:03:28,879 - mmaction - INFO - Epoch [85][1360/1413] lr: 4.542e-01, eta: 2 days, 18:58:24, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2419, top5_acc: 0.4715, loss_cls: 3.7337, loss: 3.7337, grad_norm: 1.0745 2020-10-07 03:03:48,443 - mmaction - INFO - Epoch [85][1380/1413] lr: 4.542e-01, eta: 2 days, 18:58:02, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2492, top5_acc: 0.4717, loss_cls: 3.7597, loss: 3.7597, grad_norm: 1.0709 2020-10-07 03:04:08,121 - mmaction - INFO - Epoch [85][1400/1413] lr: 4.542e-01, eta: 2 days, 18:57:41, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2408, top5_acc: 0.4707, loss_cls: 3.7563, loss: 3.7563, grad_norm: 1.0707 2020-10-07 03:05:18,041 - mmaction - INFO - Epoch [86][20/1413] lr: 4.511e-01, eta: 2 days, 18:58:52, time: 2.771, data_time: 1.425, memory: 8482, top1_acc: 0.2440, top5_acc: 0.4827, loss_cls: 3.7347, loss: 3.7347, grad_norm: 1.0921 2020-10-07 03:05:37,300 - mmaction - INFO - Epoch [86][40/1413] lr: 4.511e-01, eta: 2 days, 18:58:28, time: 0.963, data_time: 0.002, memory: 8482, top1_acc: 0.2513, top5_acc: 0.4773, loss_cls: 3.7251, loss: 3.7251, grad_norm: 1.0714 2020-10-07 03:05:56,851 - mmaction - INFO - Epoch [86][60/1413] lr: 4.511e-01, eta: 2 days, 18:58:07, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2525, top5_acc: 0.4790, loss_cls: 3.7196, loss: 3.7196, grad_norm: 1.0754 2020-10-07 03:06:16,537 - mmaction - INFO - Epoch [86][80/1413] lr: 4.511e-01, eta: 2 days, 18:57:45, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2503, top5_acc: 0.4807, loss_cls: 3.7169, loss: 3.7169, grad_norm: 1.0909 2020-10-07 03:06:36,113 - mmaction - INFO - Epoch [86][100/1413] lr: 4.511e-01, eta: 2 days, 18:57:24, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2493, top5_acc: 0.4794, loss_cls: 3.7315, loss: 3.7315, grad_norm: 1.0918 2020-10-07 03:06:55,776 - mmaction - INFO - Epoch [86][120/1413] lr: 4.511e-01, eta: 2 days, 18:57:02, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2467, top5_acc: 0.4773, loss_cls: 3.7466, loss: 3.7466, grad_norm: 1.1039 2020-10-07 03:07:15,330 - mmaction - INFO - Epoch [86][140/1413] lr: 4.511e-01, eta: 2 days, 18:56:40, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2436, top5_acc: 0.4771, loss_cls: 3.7282, loss: 3.7282, grad_norm: 1.0969 2020-10-07 03:07:34,997 - mmaction - INFO - Epoch [86][160/1413] lr: 4.511e-01, eta: 2 days, 18:56:19, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2318, top5_acc: 0.4582, loss_cls: 3.8301, loss: 3.8301, grad_norm: 1.0993 2020-10-07 03:07:54,766 - mmaction - INFO - Epoch [86][180/1413] lr: 4.511e-01, eta: 2 days, 18:55:58, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2415, top5_acc: 0.4625, loss_cls: 3.8154, loss: 3.8154, grad_norm: 1.0680 2020-10-07 03:08:14,284 - mmaction - INFO - Epoch [86][200/1413] lr: 4.511e-01, eta: 2 days, 18:55:36, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2387, top5_acc: 0.4708, loss_cls: 3.7894, loss: 3.7894, grad_norm: 1.0811 2020-10-07 03:08:33,841 - mmaction - INFO - Epoch [86][220/1413] lr: 4.511e-01, eta: 2 days, 18:55:14, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2423, top5_acc: 0.4672, loss_cls: 3.7836, loss: 3.7836, grad_norm: 1.0630 2020-10-07 03:08:53,573 - mmaction - INFO - Epoch [86][240/1413] lr: 4.511e-01, eta: 2 days, 18:54:53, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2505, top5_acc: 0.4721, loss_cls: 3.7602, loss: 3.7602, grad_norm: 1.0718 2020-10-07 03:09:13,210 - mmaction - INFO - Epoch [86][260/1413] lr: 4.511e-01, eta: 2 days, 18:54:32, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2408, top5_acc: 0.4707, loss_cls: 3.7611, loss: 3.7611, grad_norm: 1.0654 2020-10-07 03:09:32,913 - mmaction - INFO - Epoch [86][280/1413] lr: 4.511e-01, eta: 2 days, 18:54:11, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2479, top5_acc: 0.4820, loss_cls: 3.7276, loss: 3.7276, grad_norm: 1.0893 2020-10-07 03:09:52,573 - mmaction - INFO - Epoch [86][300/1413] lr: 4.511e-01, eta: 2 days, 18:53:49, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2488, top5_acc: 0.4755, loss_cls: 3.7396, loss: 3.7396, grad_norm: 1.0552 2020-10-07 03:10:12,211 - mmaction - INFO - Epoch [86][320/1413] lr: 4.511e-01, eta: 2 days, 18:53:28, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2465, top5_acc: 0.4738, loss_cls: 3.7646, loss: 3.7646, grad_norm: 1.0784 2020-10-07 03:10:31,790 - mmaction - INFO - Epoch [86][340/1413] lr: 4.511e-01, eta: 2 days, 18:53:06, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2473, top5_acc: 0.4729, loss_cls: 3.7731, loss: 3.7731, grad_norm: 1.0730 2020-10-07 03:10:51,393 - mmaction - INFO - Epoch [86][360/1413] lr: 4.511e-01, eta: 2 days, 18:52:45, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2368, top5_acc: 0.4674, loss_cls: 3.7659, loss: 3.7659, grad_norm: 1.0742 2020-10-07 03:11:11,057 - mmaction - INFO - Epoch [86][380/1413] lr: 4.511e-01, eta: 2 days, 18:52:23, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2474, top5_acc: 0.4764, loss_cls: 3.7448, loss: 3.7448, grad_norm: 1.0766 2020-10-07 03:11:30,667 - mmaction - INFO - Epoch [86][400/1413] lr: 4.511e-01, eta: 2 days, 18:52:02, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2387, top5_acc: 0.4677, loss_cls: 3.7895, loss: 3.7895, grad_norm: 1.0755 2020-10-07 03:11:50,206 - mmaction - INFO - Epoch [86][420/1413] lr: 4.511e-01, eta: 2 days, 18:51:40, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2434, top5_acc: 0.4760, loss_cls: 3.7483, loss: 3.7483, grad_norm: 1.0646 2020-10-07 03:12:09,915 - mmaction - INFO - Epoch [86][440/1413] lr: 4.511e-01, eta: 2 days, 18:51:19, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2462, top5_acc: 0.4815, loss_cls: 3.7270, loss: 3.7270, grad_norm: 1.0688 2020-10-07 03:12:29,660 - mmaction - INFO - Epoch [86][460/1413] lr: 4.511e-01, eta: 2 days, 18:50:58, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2382, top5_acc: 0.4618, loss_cls: 3.7960, loss: 3.7960, grad_norm: 1.0789 2020-10-07 03:12:49,254 - mmaction - INFO - Epoch [86][480/1413] lr: 4.511e-01, eta: 2 days, 18:50:36, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2392, top5_acc: 0.4805, loss_cls: 3.7162, loss: 3.7162, grad_norm: 1.0910 2020-10-07 03:13:09,002 - mmaction - INFO - Epoch [86][500/1413] lr: 4.511e-01, eta: 2 days, 18:50:16, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2439, top5_acc: 0.4780, loss_cls: 3.7648, loss: 3.7648, grad_norm: 1.0604 2020-10-07 03:13:28,751 - mmaction - INFO - Epoch [86][520/1413] lr: 4.511e-01, eta: 2 days, 18:49:55, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2483, top5_acc: 0.4747, loss_cls: 3.7702, loss: 3.7702, grad_norm: 1.0739 2020-10-07 03:13:48,551 - mmaction - INFO - Epoch [86][540/1413] lr: 4.511e-01, eta: 2 days, 18:49:34, time: 0.991, data_time: 0.002, memory: 8482, top1_acc: 0.2449, top5_acc: 0.4716, loss_cls: 3.7812, loss: 3.7812, grad_norm: 1.0955 2020-10-07 03:14:08,215 - mmaction - INFO - Epoch [86][560/1413] lr: 4.511e-01, eta: 2 days, 18:49:13, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2530, top5_acc: 0.4815, loss_cls: 3.7118, loss: 3.7118, grad_norm: 1.0738 2020-10-07 03:14:27,833 - mmaction - INFO - Epoch [86][580/1413] lr: 4.511e-01, eta: 2 days, 18:48:51, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2482, top5_acc: 0.4740, loss_cls: 3.7426, loss: 3.7426, grad_norm: 1.0700 2020-10-07 03:14:47,487 - mmaction - INFO - Epoch [86][600/1413] lr: 4.511e-01, eta: 2 days, 18:48:30, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2350, top5_acc: 0.4625, loss_cls: 3.7923, loss: 3.7923, grad_norm: 1.0606 2020-10-07 03:15:07,114 - mmaction - INFO - Epoch [86][620/1413] lr: 4.511e-01, eta: 2 days, 18:48:08, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2465, top5_acc: 0.4747, loss_cls: 3.7469, loss: 3.7469, grad_norm: 1.0962 2020-10-07 03:15:26,805 - mmaction - INFO - Epoch [86][640/1413] lr: 4.511e-01, eta: 2 days, 18:47:47, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2436, top5_acc: 0.4698, loss_cls: 3.7732, loss: 3.7732, grad_norm: 1.0664 2020-10-07 03:15:46,410 - mmaction - INFO - Epoch [86][660/1413] lr: 4.511e-01, eta: 2 days, 18:47:26, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2376, top5_acc: 0.4609, loss_cls: 3.7993, loss: 3.7993, grad_norm: 1.0687 2020-10-07 03:16:06,101 - mmaction - INFO - Epoch [86][680/1413] lr: 4.511e-01, eta: 2 days, 18:47:04, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2400, top5_acc: 0.4665, loss_cls: 3.7953, loss: 3.7953, grad_norm: 1.0725 2020-10-07 03:16:25,772 - mmaction - INFO - Epoch [86][700/1413] lr: 4.511e-01, eta: 2 days, 18:46:43, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2424, top5_acc: 0.4770, loss_cls: 3.7435, loss: 3.7435, grad_norm: 1.0581 2020-10-07 03:16:45,516 - mmaction - INFO - Epoch [86][720/1413] lr: 4.511e-01, eta: 2 days, 18:46:22, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2423, top5_acc: 0.4686, loss_cls: 3.7768, loss: 3.7768, grad_norm: 1.0611 2020-10-07 03:17:05,143 - mmaction - INFO - Epoch [86][740/1413] lr: 4.511e-01, eta: 2 days, 18:46:01, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2419, top5_acc: 0.4664, loss_cls: 3.7753, loss: 3.7753, grad_norm: 1.0877 2020-10-07 03:17:24,924 - mmaction - INFO - Epoch [86][760/1413] lr: 4.511e-01, eta: 2 days, 18:45:40, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2499, top5_acc: 0.4730, loss_cls: 3.7676, loss: 3.7676, grad_norm: 1.0596 2020-10-07 03:17:44,496 - mmaction - INFO - Epoch [86][780/1413] lr: 4.511e-01, eta: 2 days, 18:45:18, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2453, top5_acc: 0.4850, loss_cls: 3.7083, loss: 3.7083, grad_norm: 1.0687 2020-10-07 03:18:04,206 - mmaction - INFO - Epoch [86][800/1413] lr: 4.511e-01, eta: 2 days, 18:44:57, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2423, top5_acc: 0.4772, loss_cls: 3.7246, loss: 3.7246, grad_norm: 1.0800 2020-10-07 03:18:23,916 - mmaction - INFO - Epoch [86][820/1413] lr: 4.511e-01, eta: 2 days, 18:44:36, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2352, top5_acc: 0.4712, loss_cls: 3.7950, loss: 3.7950, grad_norm: 1.1032 2020-10-07 03:18:43,708 - mmaction - INFO - Epoch [86][840/1413] lr: 4.511e-01, eta: 2 days, 18:44:15, time: 0.991, data_time: 0.002, memory: 8482, top1_acc: 0.2380, top5_acc: 0.4561, loss_cls: 3.8209, loss: 3.8209, grad_norm: 1.0671 2020-10-07 03:19:03,290 - mmaction - INFO - Epoch [86][860/1413] lr: 4.511e-01, eta: 2 days, 18:43:54, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2445, top5_acc: 0.4676, loss_cls: 3.7788, loss: 3.7788, grad_norm: 1.0572 2020-10-07 03:19:22,871 - mmaction - INFO - Epoch [86][880/1413] lr: 4.511e-01, eta: 2 days, 18:43:32, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2398, top5_acc: 0.4737, loss_cls: 3.7461, loss: 3.7461, grad_norm: 1.0810 2020-10-07 03:19:42,665 - mmaction - INFO - Epoch [86][900/1413] lr: 4.511e-01, eta: 2 days, 18:43:11, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.2490, top5_acc: 0.4801, loss_cls: 3.7322, loss: 3.7322, grad_norm: 1.1037 2020-10-07 03:20:02,199 - mmaction - INFO - Epoch [86][920/1413] lr: 4.511e-01, eta: 2 days, 18:42:50, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2335, top5_acc: 0.4694, loss_cls: 3.7864, loss: 3.7864, grad_norm: 1.0775 2020-10-07 03:20:21,772 - mmaction - INFO - Epoch [86][940/1413] lr: 4.511e-01, eta: 2 days, 18:42:28, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2372, top5_acc: 0.4633, loss_cls: 3.7959, loss: 3.7959, grad_norm: 1.0912 2020-10-07 03:20:41,460 - mmaction - INFO - Epoch [86][960/1413] lr: 4.511e-01, eta: 2 days, 18:42:07, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2419, top5_acc: 0.4688, loss_cls: 3.7636, loss: 3.7636, grad_norm: 1.0789 2020-10-07 03:21:01,002 - mmaction - INFO - Epoch [86][980/1413] lr: 4.511e-01, eta: 2 days, 18:41:45, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2402, top5_acc: 0.4672, loss_cls: 3.7897, loss: 3.7897, grad_norm: 1.0766 2020-10-07 03:21:20,766 - mmaction - INFO - Epoch [86][1000/1413] lr: 4.511e-01, eta: 2 days, 18:41:24, time: 0.988, data_time: 0.001, memory: 8482, top1_acc: 0.2333, top5_acc: 0.4600, loss_cls: 3.8219, loss: 3.8219, grad_norm: 1.0773 2020-10-07 03:21:40,270 - mmaction - INFO - Epoch [86][1020/1413] lr: 4.511e-01, eta: 2 days, 18:41:02, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2362, top5_acc: 0.4641, loss_cls: 3.7942, loss: 3.7942, grad_norm: 1.0655 2020-10-07 03:21:59,882 - mmaction - INFO - Epoch [86][1040/1413] lr: 4.511e-01, eta: 2 days, 18:40:41, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2448, top5_acc: 0.4714, loss_cls: 3.7604, loss: 3.7604, grad_norm: 1.0753 2020-10-07 03:22:19,432 - mmaction - INFO - Epoch [86][1060/1413] lr: 4.511e-01, eta: 2 days, 18:40:19, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2477, top5_acc: 0.4711, loss_cls: 3.7409, loss: 3.7409, grad_norm: 1.0551 2020-10-07 03:22:39,074 - mmaction - INFO - Epoch [86][1080/1413] lr: 4.511e-01, eta: 2 days, 18:39:57, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2374, top5_acc: 0.4691, loss_cls: 3.7771, loss: 3.7771, grad_norm: 1.0890 2020-10-07 03:22:58,769 - mmaction - INFO - Epoch [86][1100/1413] lr: 4.511e-01, eta: 2 days, 18:39:36, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2418, top5_acc: 0.4646, loss_cls: 3.7968, loss: 3.7968, grad_norm: 1.0755 2020-10-07 03:23:18,374 - mmaction - INFO - Epoch [86][1120/1413] lr: 4.511e-01, eta: 2 days, 18:39:15, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2460, top5_acc: 0.4806, loss_cls: 3.7272, loss: 3.7272, grad_norm: 1.0537 2020-10-07 03:23:37,949 - mmaction - INFO - Epoch [86][1140/1413] lr: 4.511e-01, eta: 2 days, 18:38:53, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2339, top5_acc: 0.4574, loss_cls: 3.8303, loss: 3.8303, grad_norm: 1.0738 2020-10-07 03:23:57,561 - mmaction - INFO - Epoch [86][1160/1413] lr: 4.511e-01, eta: 2 days, 18:38:32, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2392, top5_acc: 0.4672, loss_cls: 3.7541, loss: 3.7541, grad_norm: 1.0684 2020-10-07 03:24:17,234 - mmaction - INFO - Epoch [86][1180/1413] lr: 4.511e-01, eta: 2 days, 18:38:10, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2400, top5_acc: 0.4673, loss_cls: 3.7889, loss: 3.7889, grad_norm: 1.0613 2020-10-07 03:24:36,869 - mmaction - INFO - Epoch [86][1200/1413] lr: 4.511e-01, eta: 2 days, 18:37:49, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2431, top5_acc: 0.4634, loss_cls: 3.7659, loss: 3.7659, grad_norm: 1.0638 2020-10-07 03:24:56,523 - mmaction - INFO - Epoch [86][1220/1413] lr: 4.511e-01, eta: 2 days, 18:37:28, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2379, top5_acc: 0.4738, loss_cls: 3.7830, loss: 3.7830, grad_norm: 1.0972 2020-10-07 03:25:16,194 - mmaction - INFO - Epoch [86][1240/1413] lr: 4.511e-01, eta: 2 days, 18:37:06, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2471, top5_acc: 0.4802, loss_cls: 3.7447, loss: 3.7447, grad_norm: 1.0626 2020-10-07 03:25:35,712 - mmaction - INFO - Epoch [86][1260/1413] lr: 4.511e-01, eta: 2 days, 18:36:45, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2484, top5_acc: 0.4779, loss_cls: 3.7366, loss: 3.7366, grad_norm: 1.0801 2020-10-07 03:25:55,314 - mmaction - INFO - Epoch [86][1280/1413] lr: 4.511e-01, eta: 2 days, 18:36:23, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2352, top5_acc: 0.4680, loss_cls: 3.7980, loss: 3.7980, grad_norm: 1.0814 2020-10-07 03:26:14,864 - mmaction - INFO - Epoch [86][1300/1413] lr: 4.511e-01, eta: 2 days, 18:36:01, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2534, top5_acc: 0.4737, loss_cls: 3.7551, loss: 3.7551, grad_norm: 1.0552 2020-10-07 03:26:34,459 - mmaction - INFO - Epoch [86][1320/1413] lr: 4.511e-01, eta: 2 days, 18:35:40, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2437, top5_acc: 0.4736, loss_cls: 3.7512, loss: 3.7512, grad_norm: 1.0681 2020-10-07 03:26:54,094 - mmaction - INFO - Epoch [86][1340/1413] lr: 4.511e-01, eta: 2 days, 18:35:18, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2421, top5_acc: 0.4664, loss_cls: 3.7767, loss: 3.7767, grad_norm: 1.0616 2020-10-07 03:27:13,729 - mmaction - INFO - Epoch [86][1360/1413] lr: 4.511e-01, eta: 2 days, 18:34:57, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2409, top5_acc: 0.4645, loss_cls: 3.7996, loss: 3.7996, grad_norm: 1.0723 2020-10-07 03:27:33,354 - mmaction - INFO - Epoch [86][1380/1413] lr: 4.511e-01, eta: 2 days, 18:34:35, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2393, top5_acc: 0.4663, loss_cls: 3.7531, loss: 3.7531, grad_norm: 1.0753 2020-10-07 03:27:52,941 - mmaction - INFO - Epoch [86][1400/1413] lr: 4.511e-01, eta: 2 days, 18:34:14, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2432, top5_acc: 0.4655, loss_cls: 3.7777, loss: 3.7777, grad_norm: 1.0913 2020-10-07 03:28:57,076 - mmaction - INFO - Epoch [87][20/1413] lr: 4.479e-01, eta: 2 days, 18:35:01, time: 2.538, data_time: 1.398, memory: 8482, top1_acc: 0.2490, top5_acc: 0.4828, loss_cls: 3.7132, loss: 3.7132, grad_norm: 1.0628 2020-10-07 03:29:16,443 - mmaction - INFO - Epoch [87][40/1413] lr: 4.479e-01, eta: 2 days, 18:34:38, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.2389, top5_acc: 0.4651, loss_cls: 3.8098, loss: 3.8098, grad_norm: 1.0734 2020-10-07 03:29:35,986 - mmaction - INFO - Epoch [87][60/1413] lr: 4.479e-01, eta: 2 days, 18:34:16, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2549, top5_acc: 0.4822, loss_cls: 3.7133, loss: 3.7133, grad_norm: 1.0776 2020-10-07 03:29:55,559 - mmaction - INFO - Epoch [87][80/1413] lr: 4.479e-01, eta: 2 days, 18:33:55, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2500, top5_acc: 0.4875, loss_cls: 3.6865, loss: 3.6865, grad_norm: 1.0742 2020-10-07 03:30:14,091 - mmaction - INFO - Epoch [87][100/1413] lr: 4.479e-01, eta: 2 days, 18:33:28, time: 0.927, data_time: 0.002, memory: 8482, top1_acc: 0.2507, top5_acc: 0.4839, loss_cls: 3.7314, loss: 3.7314, grad_norm: 1.0821 2020-10-07 03:30:33,679 - mmaction - INFO - Epoch [87][120/1413] lr: 4.479e-01, eta: 2 days, 18:33:07, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2478, top5_acc: 0.4824, loss_cls: 3.7488, loss: 3.7488, grad_norm: 1.0894 2020-10-07 03:30:53,284 - mmaction - INFO - Epoch [87][140/1413] lr: 4.479e-01, eta: 2 days, 18:32:45, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2547, top5_acc: 0.4848, loss_cls: 3.7103, loss: 3.7103, grad_norm: 1.0739 2020-10-07 03:31:13,068 - mmaction - INFO - Epoch [87][160/1413] lr: 4.479e-01, eta: 2 days, 18:32:24, time: 0.989, data_time: 0.003, memory: 8482, top1_acc: 0.2445, top5_acc: 0.4719, loss_cls: 3.7423, loss: 3.7423, grad_norm: 1.0840 2020-10-07 03:31:32,707 - mmaction - INFO - Epoch [87][180/1413] lr: 4.479e-01, eta: 2 days, 18:32:03, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2513, top5_acc: 0.4823, loss_cls: 3.7500, loss: 3.7500, grad_norm: 1.0792 2020-10-07 03:31:52,495 - mmaction - INFO - Epoch [87][200/1413] lr: 4.479e-01, eta: 2 days, 18:31:42, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2382, top5_acc: 0.4716, loss_cls: 3.7725, loss: 3.7725, grad_norm: 1.0789 2020-10-07 03:32:12,050 - mmaction - INFO - Epoch [87][220/1413] lr: 4.479e-01, eta: 2 days, 18:31:21, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2439, top5_acc: 0.4674, loss_cls: 3.7670, loss: 3.7670, grad_norm: 1.0746 2020-10-07 03:32:31,637 - mmaction - INFO - Epoch [87][240/1413] lr: 4.479e-01, eta: 2 days, 18:30:59, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2533, top5_acc: 0.4858, loss_cls: 3.7209, loss: 3.7209, grad_norm: 1.0977 2020-10-07 03:32:51,286 - mmaction - INFO - Epoch [87][260/1413] lr: 4.479e-01, eta: 2 days, 18:30:38, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2424, top5_acc: 0.4702, loss_cls: 3.7681, loss: 3.7681, grad_norm: 1.0802 2020-10-07 03:33:10,825 - mmaction - INFO - Epoch [87][280/1413] lr: 4.479e-01, eta: 2 days, 18:30:16, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2493, top5_acc: 0.4820, loss_cls: 3.7412, loss: 3.7412, grad_norm: 1.0931 2020-10-07 03:33:30,497 - mmaction - INFO - Epoch [87][300/1413] lr: 4.479e-01, eta: 2 days, 18:29:55, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2424, top5_acc: 0.4796, loss_cls: 3.7227, loss: 3.7227, grad_norm: 1.0690 2020-10-07 03:33:50,038 - mmaction - INFO - Epoch [87][320/1413] lr: 4.479e-01, eta: 2 days, 18:29:33, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2492, top5_acc: 0.4720, loss_cls: 3.7599, loss: 3.7599, grad_norm: 1.0848 2020-10-07 03:34:09,784 - mmaction - INFO - Epoch [87][340/1413] lr: 4.479e-01, eta: 2 days, 18:29:12, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2462, top5_acc: 0.4766, loss_cls: 3.7409, loss: 3.7409, grad_norm: 1.0870 2020-10-07 03:34:29,373 - mmaction - INFO - Epoch [87][360/1413] lr: 4.479e-01, eta: 2 days, 18:28:50, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2491, top5_acc: 0.4727, loss_cls: 3.7529, loss: 3.7529, grad_norm: 1.0767 2020-10-07 03:34:49,020 - mmaction - INFO - Epoch [87][380/1413] lr: 4.479e-01, eta: 2 days, 18:28:29, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2518, top5_acc: 0.4773, loss_cls: 3.7195, loss: 3.7195, grad_norm: 1.0848 2020-10-07 03:35:08,547 - mmaction - INFO - Epoch [87][400/1413] lr: 4.479e-01, eta: 2 days, 18:28:07, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2505, top5_acc: 0.4727, loss_cls: 3.7207, loss: 3.7207, grad_norm: 1.0890 2020-10-07 03:35:28,098 - mmaction - INFO - Epoch [87][420/1413] lr: 4.479e-01, eta: 2 days, 18:27:45, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2452, top5_acc: 0.4738, loss_cls: 3.7751, loss: 3.7751, grad_norm: 1.0798 2020-10-07 03:35:47,690 - mmaction - INFO - Epoch [87][440/1413] lr: 4.479e-01, eta: 2 days, 18:27:24, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2411, top5_acc: 0.4714, loss_cls: 3.7696, loss: 3.7696, grad_norm: 1.0736 2020-10-07 03:36:07,349 - mmaction - INFO - Epoch [87][460/1413] lr: 4.479e-01, eta: 2 days, 18:27:02, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2422, top5_acc: 0.4757, loss_cls: 3.7598, loss: 3.7598, grad_norm: 1.0788 2020-10-07 03:36:26,907 - mmaction - INFO - Epoch [87][480/1413] lr: 4.479e-01, eta: 2 days, 18:26:41, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2583, top5_acc: 0.4854, loss_cls: 3.6855, loss: 3.6855, grad_norm: 1.0680 2020-10-07 03:36:46,459 - mmaction - INFO - Epoch [87][500/1413] lr: 4.479e-01, eta: 2 days, 18:26:19, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2436, top5_acc: 0.4714, loss_cls: 3.7425, loss: 3.7425, grad_norm: 1.0899 2020-10-07 03:37:06,085 - mmaction - INFO - Epoch [87][520/1413] lr: 4.479e-01, eta: 2 days, 18:25:58, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2423, top5_acc: 0.4613, loss_cls: 3.8000, loss: 3.8000, grad_norm: 1.0710 2020-10-07 03:37:25,638 - mmaction - INFO - Epoch [87][540/1413] lr: 4.479e-01, eta: 2 days, 18:25:36, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2480, top5_acc: 0.4835, loss_cls: 3.7289, loss: 3.7289, grad_norm: 1.0668 2020-10-07 03:37:45,179 - mmaction - INFO - Epoch [87][560/1413] lr: 4.479e-01, eta: 2 days, 18:25:14, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2469, top5_acc: 0.4743, loss_cls: 3.7346, loss: 3.7346, grad_norm: 1.0606 2020-10-07 03:38:04,731 - mmaction - INFO - Epoch [87][580/1413] lr: 4.479e-01, eta: 2 days, 18:24:52, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2400, top5_acc: 0.4625, loss_cls: 3.8029, loss: 3.8029, grad_norm: 1.0645 2020-10-07 03:38:24,397 - mmaction - INFO - Epoch [87][600/1413] lr: 4.479e-01, eta: 2 days, 18:24:31, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2404, top5_acc: 0.4721, loss_cls: 3.7488, loss: 3.7488, grad_norm: 1.0787 2020-10-07 03:38:43,936 - mmaction - INFO - Epoch [87][620/1413] lr: 4.479e-01, eta: 2 days, 18:24:09, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2479, top5_acc: 0.4738, loss_cls: 3.7588, loss: 3.7588, grad_norm: 1.0728 2020-10-07 03:39:03,540 - mmaction - INFO - Epoch [87][640/1413] lr: 4.479e-01, eta: 2 days, 18:23:48, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2486, top5_acc: 0.4823, loss_cls: 3.7253, loss: 3.7253, grad_norm: 1.0748 2020-10-07 03:39:23,186 - mmaction - INFO - Epoch [87][660/1413] lr: 4.479e-01, eta: 2 days, 18:23:27, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2514, top5_acc: 0.4768, loss_cls: 3.7556, loss: 3.7556, grad_norm: 1.0683 2020-10-07 03:39:42,810 - mmaction - INFO - Epoch [87][680/1413] lr: 4.479e-01, eta: 2 days, 18:23:05, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2456, top5_acc: 0.4750, loss_cls: 3.7357, loss: 3.7357, grad_norm: 1.0730 2020-10-07 03:40:02,377 - mmaction - INFO - Epoch [87][700/1413] lr: 4.479e-01, eta: 2 days, 18:22:43, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2409, top5_acc: 0.4740, loss_cls: 3.7507, loss: 3.7507, grad_norm: 1.0876 2020-10-07 03:40:22,079 - mmaction - INFO - Epoch [87][720/1413] lr: 4.479e-01, eta: 2 days, 18:22:22, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2458, top5_acc: 0.4682, loss_cls: 3.7761, loss: 3.7761, grad_norm: 1.0803 2020-10-07 03:40:41,717 - mmaction - INFO - Epoch [87][740/1413] lr: 4.479e-01, eta: 2 days, 18:22:01, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2461, top5_acc: 0.4848, loss_cls: 3.7402, loss: 3.7402, grad_norm: 1.0713 2020-10-07 03:41:01,424 - mmaction - INFO - Epoch [87][760/1413] lr: 4.479e-01, eta: 2 days, 18:21:40, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2487, top5_acc: 0.4828, loss_cls: 3.7197, loss: 3.7197, grad_norm: 1.0759 2020-10-07 03:41:21,040 - mmaction - INFO - Epoch [87][780/1413] lr: 4.479e-01, eta: 2 days, 18:21:19, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2371, top5_acc: 0.4608, loss_cls: 3.8081, loss: 3.8081, grad_norm: 1.0749 2020-10-07 03:41:40,639 - mmaction - INFO - Epoch [87][800/1413] lr: 4.479e-01, eta: 2 days, 18:20:57, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2491, top5_acc: 0.4706, loss_cls: 3.7442, loss: 3.7442, grad_norm: 1.0742 2020-10-07 03:42:00,188 - mmaction - INFO - Epoch [87][820/1413] lr: 4.479e-01, eta: 2 days, 18:20:35, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2344, top5_acc: 0.4719, loss_cls: 3.7935, loss: 3.7935, grad_norm: 1.0756 2020-10-07 03:42:19,860 - mmaction - INFO - Epoch [87][840/1413] lr: 4.479e-01, eta: 2 days, 18:20:14, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2392, top5_acc: 0.4727, loss_cls: 3.7759, loss: 3.7759, grad_norm: 1.0630 2020-10-07 03:42:39,605 - mmaction - INFO - Epoch [87][860/1413] lr: 4.479e-01, eta: 2 days, 18:19:53, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2408, top5_acc: 0.4712, loss_cls: 3.7717, loss: 3.7717, grad_norm: 1.0728 2020-10-07 03:42:59,267 - mmaction - INFO - Epoch [87][880/1413] lr: 4.479e-01, eta: 2 days, 18:19:32, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2466, top5_acc: 0.4646, loss_cls: 3.7756, loss: 3.7756, grad_norm: 1.0819 2020-10-07 03:43:18,774 - mmaction - INFO - Epoch [87][900/1413] lr: 4.479e-01, eta: 2 days, 18:19:10, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2380, top5_acc: 0.4620, loss_cls: 3.7809, loss: 3.7809, grad_norm: 1.0706 2020-10-07 03:43:38,352 - mmaction - INFO - Epoch [87][920/1413] lr: 4.479e-01, eta: 2 days, 18:18:49, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2477, top5_acc: 0.4746, loss_cls: 3.7606, loss: 3.7606, grad_norm: 1.0815 2020-10-07 03:43:57,794 - mmaction - INFO - Epoch [87][940/1413] lr: 4.479e-01, eta: 2 days, 18:18:26, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2408, top5_acc: 0.4724, loss_cls: 3.7549, loss: 3.7549, grad_norm: 1.0851 2020-10-07 03:44:17,369 - mmaction - INFO - Epoch [87][960/1413] lr: 4.479e-01, eta: 2 days, 18:18:05, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2451, top5_acc: 0.4682, loss_cls: 3.7652, loss: 3.7652, grad_norm: 1.0810 2020-10-07 03:44:36,901 - mmaction - INFO - Epoch [87][980/1413] lr: 4.479e-01, eta: 2 days, 18:17:43, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2488, top5_acc: 0.4792, loss_cls: 3.7374, loss: 3.7374, grad_norm: 1.0681 2020-10-07 03:44:56,389 - mmaction - INFO - Epoch [87][1000/1413] lr: 4.479e-01, eta: 2 days, 18:17:21, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2471, top5_acc: 0.4792, loss_cls: 3.7069, loss: 3.7069, grad_norm: 1.0671 2020-10-07 03:45:16,003 - mmaction - INFO - Epoch [87][1020/1413] lr: 4.479e-01, eta: 2 days, 18:16:59, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2426, top5_acc: 0.4716, loss_cls: 3.7940, loss: 3.7940, grad_norm: 1.0671 2020-10-07 03:45:35,783 - mmaction - INFO - Epoch [87][1040/1413] lr: 4.479e-01, eta: 2 days, 18:16:39, time: 0.990, data_time: 0.003, memory: 8482, top1_acc: 0.2431, top5_acc: 0.4775, loss_cls: 3.7353, loss: 3.7353, grad_norm: 1.0807 2020-10-07 03:45:55,472 - mmaction - INFO - Epoch [87][1060/1413] lr: 4.479e-01, eta: 2 days, 18:16:18, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2482, top5_acc: 0.4740, loss_cls: 3.7536, loss: 3.7536, grad_norm: 1.0834 2020-10-07 03:46:15,113 - mmaction - INFO - Epoch [87][1080/1413] lr: 4.479e-01, eta: 2 days, 18:15:56, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2443, top5_acc: 0.4708, loss_cls: 3.7806, loss: 3.7806, grad_norm: 1.0898 2020-10-07 03:46:34,728 - mmaction - INFO - Epoch [87][1100/1413] lr: 4.479e-01, eta: 2 days, 18:15:35, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2355, top5_acc: 0.4724, loss_cls: 3.7712, loss: 3.7712, grad_norm: 1.0822 2020-10-07 03:46:54,335 - mmaction - INFO - Epoch [87][1120/1413] lr: 4.479e-01, eta: 2 days, 18:15:13, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2434, top5_acc: 0.4760, loss_cls: 3.7452, loss: 3.7452, grad_norm: 1.0887 2020-10-07 03:47:14,030 - mmaction - INFO - Epoch [87][1140/1413] lr: 4.479e-01, eta: 2 days, 18:14:52, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2371, top5_acc: 0.4707, loss_cls: 3.7837, loss: 3.7837, grad_norm: 1.0939 2020-10-07 03:47:33,581 - mmaction - INFO - Epoch [87][1160/1413] lr: 4.479e-01, eta: 2 days, 18:14:31, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2406, top5_acc: 0.4646, loss_cls: 3.7965, loss: 3.7965, grad_norm: 1.0868 2020-10-07 03:47:53,217 - mmaction - INFO - Epoch [87][1180/1413] lr: 4.479e-01, eta: 2 days, 18:14:09, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2490, top5_acc: 0.4698, loss_cls: 3.7532, loss: 3.7532, grad_norm: 1.0595 2020-10-07 03:48:12,819 - mmaction - INFO - Epoch [87][1200/1413] lr: 4.479e-01, eta: 2 days, 18:13:48, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2504, top5_acc: 0.4687, loss_cls: 3.7592, loss: 3.7592, grad_norm: 1.0829 2020-10-07 03:48:32,498 - mmaction - INFO - Epoch [87][1220/1413] lr: 4.479e-01, eta: 2 days, 18:13:27, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2406, top5_acc: 0.4658, loss_cls: 3.7903, loss: 3.7903, grad_norm: 1.0574 2020-10-07 03:48:52,059 - mmaction - INFO - Epoch [87][1240/1413] lr: 4.479e-01, eta: 2 days, 18:13:05, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2391, top5_acc: 0.4697, loss_cls: 3.7855, loss: 3.7855, grad_norm: 1.0796 2020-10-07 03:49:11,689 - mmaction - INFO - Epoch [87][1260/1413] lr: 4.479e-01, eta: 2 days, 18:12:44, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2458, top5_acc: 0.4813, loss_cls: 3.7427, loss: 3.7427, grad_norm: 1.0672 2020-10-07 03:49:31,229 - mmaction - INFO - Epoch [87][1280/1413] lr: 4.479e-01, eta: 2 days, 18:12:22, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2496, top5_acc: 0.4698, loss_cls: 3.7603, loss: 3.7603, grad_norm: 1.0703 2020-10-07 03:49:50,806 - mmaction - INFO - Epoch [87][1300/1413] lr: 4.479e-01, eta: 2 days, 18:12:00, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2451, top5_acc: 0.4630, loss_cls: 3.7975, loss: 3.7975, grad_norm: 1.0669 2020-10-07 03:50:10,436 - mmaction - INFO - Epoch [87][1320/1413] lr: 4.479e-01, eta: 2 days, 18:11:39, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2500, top5_acc: 0.4820, loss_cls: 3.7508, loss: 3.7508, grad_norm: 1.0838 2020-10-07 03:50:29,916 - mmaction - INFO - Epoch [87][1340/1413] lr: 4.479e-01, eta: 2 days, 18:11:17, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2332, top5_acc: 0.4660, loss_cls: 3.7994, loss: 3.7994, grad_norm: 1.0908 2020-10-07 03:50:49,591 - mmaction - INFO - Epoch [87][1360/1413] lr: 4.479e-01, eta: 2 days, 18:10:56, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2367, top5_acc: 0.4617, loss_cls: 3.7764, loss: 3.7764, grad_norm: 1.0853 2020-10-07 03:51:09,193 - mmaction - INFO - Epoch [87][1380/1413] lr: 4.479e-01, eta: 2 days, 18:10:35, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2466, top5_acc: 0.4786, loss_cls: 3.7514, loss: 3.7514, grad_norm: 1.0839 2020-10-07 03:51:28,819 - mmaction - INFO - Epoch [87][1400/1413] lr: 4.479e-01, eta: 2 days, 18:10:13, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2475, top5_acc: 0.4763, loss_cls: 3.7379, loss: 3.7379, grad_norm: 1.0836 2020-10-07 03:52:32,992 - mmaction - INFO - Epoch [88][20/1413] lr: 4.447e-01, eta: 2 days, 18:10:58, time: 2.544, data_time: 1.465, memory: 8482, top1_acc: 0.2423, top5_acc: 0.4716, loss_cls: 3.7633, loss: 3.7633, grad_norm: 1.0946 2020-10-07 03:52:52,332 - mmaction - INFO - Epoch [88][40/1413] lr: 4.447e-01, eta: 2 days, 18:10:36, time: 0.970, data_time: 0.004, memory: 8482, top1_acc: 0.2482, top5_acc: 0.4714, loss_cls: 3.7368, loss: 3.7368, grad_norm: 1.0617 2020-10-07 03:53:11,875 - mmaction - INFO - Epoch [88][60/1413] lr: 4.447e-01, eta: 2 days, 18:10:14, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2478, top5_acc: 0.4728, loss_cls: 3.7539, loss: 3.7539, grad_norm: 1.0901 2020-10-07 03:53:31,392 - mmaction - INFO - Epoch [88][80/1413] lr: 4.447e-01, eta: 2 days, 18:09:52, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2475, top5_acc: 0.4841, loss_cls: 3.7147, loss: 3.7147, grad_norm: 1.0708 2020-10-07 03:53:50,971 - mmaction - INFO - Epoch [88][100/1413] lr: 4.447e-01, eta: 2 days, 18:09:30, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2529, top5_acc: 0.4842, loss_cls: 3.7017, loss: 3.7017, grad_norm: 1.0843 2020-10-07 03:54:10,735 - mmaction - INFO - Epoch [88][120/1413] lr: 4.447e-01, eta: 2 days, 18:09:10, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2534, top5_acc: 0.4836, loss_cls: 3.7196, loss: 3.7196, grad_norm: 1.0939 2020-10-07 03:54:30,421 - mmaction - INFO - Epoch [88][140/1413] lr: 4.447e-01, eta: 2 days, 18:08:48, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2426, top5_acc: 0.4699, loss_cls: 3.7579, loss: 3.7579, grad_norm: 1.0828 2020-10-07 03:54:49,978 - mmaction - INFO - Epoch [88][160/1413] lr: 4.447e-01, eta: 2 days, 18:08:27, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2432, top5_acc: 0.4745, loss_cls: 3.7636, loss: 3.7636, grad_norm: 1.0757 2020-10-07 03:55:09,593 - mmaction - INFO - Epoch [88][180/1413] lr: 4.447e-01, eta: 2 days, 18:08:05, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2474, top5_acc: 0.4773, loss_cls: 3.7107, loss: 3.7107, grad_norm: 1.0888 2020-10-07 03:55:29,191 - mmaction - INFO - Epoch [88][200/1413] lr: 4.447e-01, eta: 2 days, 18:07:44, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2461, top5_acc: 0.4785, loss_cls: 3.7322, loss: 3.7322, grad_norm: 1.0830 2020-10-07 03:55:48,717 - mmaction - INFO - Epoch [88][220/1413] lr: 4.447e-01, eta: 2 days, 18:07:22, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2467, top5_acc: 0.4755, loss_cls: 3.7352, loss: 3.7352, grad_norm: 1.0722 2020-10-07 03:56:08,380 - mmaction - INFO - Epoch [88][240/1413] lr: 4.447e-01, eta: 2 days, 18:07:01, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2445, top5_acc: 0.4747, loss_cls: 3.7385, loss: 3.7385, grad_norm: 1.0727 2020-10-07 03:56:28,111 - mmaction - INFO - Epoch [88][260/1413] lr: 4.447e-01, eta: 2 days, 18:06:40, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2454, top5_acc: 0.4783, loss_cls: 3.7263, loss: 3.7263, grad_norm: 1.0720 2020-10-07 03:56:47,812 - mmaction - INFO - Epoch [88][280/1413] lr: 4.447e-01, eta: 2 days, 18:06:19, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2473, top5_acc: 0.4753, loss_cls: 3.7277, loss: 3.7277, grad_norm: 1.0884 2020-10-07 03:57:07,575 - mmaction - INFO - Epoch [88][300/1413] lr: 4.447e-01, eta: 2 days, 18:05:58, time: 0.988, data_time: 0.001, memory: 8482, top1_acc: 0.2488, top5_acc: 0.4763, loss_cls: 3.7495, loss: 3.7495, grad_norm: 1.0919 2020-10-07 03:57:27,106 - mmaction - INFO - Epoch [88][320/1413] lr: 4.447e-01, eta: 2 days, 18:05:36, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2465, top5_acc: 0.4723, loss_cls: 3.7697, loss: 3.7697, grad_norm: 1.0871 2020-10-07 03:57:46,819 - mmaction - INFO - Epoch [88][340/1413] lr: 4.447e-01, eta: 2 days, 18:05:15, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2408, top5_acc: 0.4719, loss_cls: 3.7644, loss: 3.7644, grad_norm: 1.0847 2020-10-07 03:58:06,400 - mmaction - INFO - Epoch [88][360/1413] lr: 4.447e-01, eta: 2 days, 18:04:54, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2431, top5_acc: 0.4757, loss_cls: 3.7599, loss: 3.7599, grad_norm: 1.0717 2020-10-07 03:58:25,867 - mmaction - INFO - Epoch [88][380/1413] lr: 4.447e-01, eta: 2 days, 18:04:32, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2396, top5_acc: 0.4701, loss_cls: 3.7925, loss: 3.7925, grad_norm: 1.0915 2020-10-07 03:58:45,631 - mmaction - INFO - Epoch [88][400/1413] lr: 4.447e-01, eta: 2 days, 18:04:11, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2372, top5_acc: 0.4736, loss_cls: 3.7730, loss: 3.7730, grad_norm: 1.0650 2020-10-07 03:59:05,137 - mmaction - INFO - Epoch [88][420/1413] lr: 4.447e-01, eta: 2 days, 18:03:49, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2516, top5_acc: 0.4783, loss_cls: 3.7420, loss: 3.7420, grad_norm: 1.0765 2020-10-07 03:59:24,820 - mmaction - INFO - Epoch [88][440/1413] lr: 4.447e-01, eta: 2 days, 18:03:28, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2478, top5_acc: 0.4749, loss_cls: 3.7355, loss: 3.7355, grad_norm: 1.0812 2020-10-07 03:59:44,469 - mmaction - INFO - Epoch [88][460/1413] lr: 4.447e-01, eta: 2 days, 18:03:07, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2487, top5_acc: 0.4796, loss_cls: 3.7368, loss: 3.7368, grad_norm: 1.1054 2020-10-07 04:00:04,888 - mmaction - INFO - Epoch [88][480/1413] lr: 4.447e-01, eta: 2 days, 18:02:48, time: 1.011, data_time: 0.002, memory: 8482, top1_acc: 0.2448, top5_acc: 0.4766, loss_cls: 3.7655, loss: 3.7655, grad_norm: 1.0870 2020-10-07 04:00:24,156 - mmaction - INFO - Epoch [88][500/1413] lr: 4.447e-01, eta: 2 days, 18:02:26, time: 0.973, data_time: 0.012, memory: 8482, top1_acc: 0.2362, top5_acc: 0.4668, loss_cls: 3.7998, loss: 3.7998, grad_norm: 1.0745 2020-10-07 04:00:43,861 - mmaction - INFO - Epoch [88][520/1413] lr: 4.447e-01, eta: 2 days, 18:02:05, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2443, top5_acc: 0.4695, loss_cls: 3.7374, loss: 3.7374, grad_norm: 1.0680 2020-10-07 04:01:03,491 - mmaction - INFO - Epoch [88][540/1413] lr: 4.447e-01, eta: 2 days, 18:01:43, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2505, top5_acc: 0.4819, loss_cls: 3.7248, loss: 3.7248, grad_norm: 1.0753 2020-10-07 04:01:23,038 - mmaction - INFO - Epoch [88][560/1413] lr: 4.447e-01, eta: 2 days, 18:01:22, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2409, top5_acc: 0.4689, loss_cls: 3.7788, loss: 3.7788, grad_norm: 1.0841 2020-10-07 04:01:42,685 - mmaction - INFO - Epoch [88][580/1413] lr: 4.447e-01, eta: 2 days, 18:01:01, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2435, top5_acc: 0.4818, loss_cls: 3.7229, loss: 3.7229, grad_norm: 1.0693 2020-10-07 04:02:02,346 - mmaction - INFO - Epoch [88][600/1413] lr: 4.447e-01, eta: 2 days, 18:00:39, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2385, top5_acc: 0.4780, loss_cls: 3.7612, loss: 3.7612, grad_norm: 1.0952 2020-10-07 04:02:21,940 - mmaction - INFO - Epoch [88][620/1413] lr: 4.447e-01, eta: 2 days, 18:00:18, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2504, top5_acc: 0.4771, loss_cls: 3.7575, loss: 3.7575, grad_norm: 1.0771 2020-10-07 04:02:41,556 - mmaction - INFO - Epoch [88][640/1413] lr: 4.447e-01, eta: 2 days, 17:59:56, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2422, top5_acc: 0.4708, loss_cls: 3.7599, loss: 3.7599, grad_norm: 1.0928 2020-10-07 04:03:01,289 - mmaction - INFO - Epoch [88][660/1413] lr: 4.447e-01, eta: 2 days, 17:59:35, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2582, top5_acc: 0.4836, loss_cls: 3.7164, loss: 3.7164, grad_norm: 1.0875 2020-10-07 04:03:20,884 - mmaction - INFO - Epoch [88][680/1413] lr: 4.447e-01, eta: 2 days, 17:59:14, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2466, top5_acc: 0.4719, loss_cls: 3.7476, loss: 3.7476, grad_norm: 1.0793 2020-10-07 04:03:40,463 - mmaction - INFO - Epoch [88][700/1413] lr: 4.447e-01, eta: 2 days, 17:58:53, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2513, top5_acc: 0.4753, loss_cls: 3.7275, loss: 3.7275, grad_norm: 1.0825 2020-10-07 04:04:00,106 - mmaction - INFO - Epoch [88][720/1413] lr: 4.447e-01, eta: 2 days, 17:58:31, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2349, top5_acc: 0.4529, loss_cls: 3.8397, loss: 3.8397, grad_norm: 1.0793 2020-10-07 04:04:19,797 - mmaction - INFO - Epoch [88][740/1413] lr: 4.447e-01, eta: 2 days, 17:58:10, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2490, top5_acc: 0.4837, loss_cls: 3.7340, loss: 3.7340, grad_norm: 1.0708 2020-10-07 04:04:39,408 - mmaction - INFO - Epoch [88][760/1413] lr: 4.447e-01, eta: 2 days, 17:57:49, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2411, top5_acc: 0.4733, loss_cls: 3.7578, loss: 3.7578, grad_norm: 1.1029 2020-10-07 04:04:59,051 - mmaction - INFO - Epoch [88][780/1413] lr: 4.447e-01, eta: 2 days, 17:57:28, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2544, top5_acc: 0.4900, loss_cls: 3.7175, loss: 3.7175, grad_norm: 1.0839 2020-10-07 04:05:18,716 - mmaction - INFO - Epoch [88][800/1413] lr: 4.447e-01, eta: 2 days, 17:57:06, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2536, top5_acc: 0.4742, loss_cls: 3.7299, loss: 3.7299, grad_norm: 1.0894 2020-10-07 04:05:38,384 - mmaction - INFO - Epoch [88][820/1413] lr: 4.447e-01, eta: 2 days, 17:56:45, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2322, top5_acc: 0.4559, loss_cls: 3.8081, loss: 3.8081, grad_norm: 1.0852 2020-10-07 04:05:58,108 - mmaction - INFO - Epoch [88][840/1413] lr: 4.447e-01, eta: 2 days, 17:56:24, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2458, top5_acc: 0.4723, loss_cls: 3.7489, loss: 3.7489, grad_norm: 1.0904 2020-10-07 04:06:17,819 - mmaction - INFO - Epoch [88][860/1413] lr: 4.447e-01, eta: 2 days, 17:56:03, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2497, top5_acc: 0.4723, loss_cls: 3.7623, loss: 3.7623, grad_norm: 1.0796 2020-10-07 04:06:37,405 - mmaction - INFO - Epoch [88][880/1413] lr: 4.447e-01, eta: 2 days, 17:55:42, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2452, top5_acc: 0.4737, loss_cls: 3.7627, loss: 3.7627, grad_norm: 1.0834 2020-10-07 04:06:56,983 - mmaction - INFO - Epoch [88][900/1413] lr: 4.447e-01, eta: 2 days, 17:55:20, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2428, top5_acc: 0.4716, loss_cls: 3.7486, loss: 3.7486, grad_norm: 1.0692 2020-10-07 04:07:16,675 - mmaction - INFO - Epoch [88][920/1413] lr: 4.447e-01, eta: 2 days, 17:54:59, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2471, top5_acc: 0.4710, loss_cls: 3.7318, loss: 3.7318, grad_norm: 1.0691 2020-10-07 04:07:36,288 - mmaction - INFO - Epoch [88][940/1413] lr: 4.447e-01, eta: 2 days, 17:54:38, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2496, top5_acc: 0.4827, loss_cls: 3.7386, loss: 3.7386, grad_norm: 1.0988 2020-10-07 04:07:55,834 - mmaction - INFO - Epoch [88][960/1413] lr: 4.447e-01, eta: 2 days, 17:54:16, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2431, top5_acc: 0.4766, loss_cls: 3.7810, loss: 3.7810, grad_norm: 1.0764 2020-10-07 04:08:15,612 - mmaction - INFO - Epoch [88][980/1413] lr: 4.447e-01, eta: 2 days, 17:53:55, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2443, top5_acc: 0.4663, loss_cls: 3.7763, loss: 3.7763, grad_norm: 1.0965 2020-10-07 04:08:35,251 - mmaction - INFO - Epoch [88][1000/1413] lr: 4.447e-01, eta: 2 days, 17:53:34, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2475, top5_acc: 0.4745, loss_cls: 3.7555, loss: 3.7555, grad_norm: 1.0831 2020-10-07 04:08:54,840 - mmaction - INFO - Epoch [88][1020/1413] lr: 4.447e-01, eta: 2 days, 17:53:13, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2348, top5_acc: 0.4583, loss_cls: 3.8191, loss: 3.8191, grad_norm: 1.0748 2020-10-07 04:09:14,465 - mmaction - INFO - Epoch [88][1040/1413] lr: 4.447e-01, eta: 2 days, 17:52:51, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2488, top5_acc: 0.4815, loss_cls: 3.7371, loss: 3.7371, grad_norm: 1.0942 2020-10-07 04:09:34,026 - mmaction - INFO - Epoch [88][1060/1413] lr: 4.447e-01, eta: 2 days, 17:52:30, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2453, top5_acc: 0.4721, loss_cls: 3.7623, loss: 3.7623, grad_norm: 1.0673 2020-10-07 04:09:53,665 - mmaction - INFO - Epoch [88][1080/1413] lr: 4.447e-01, eta: 2 days, 17:52:08, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2460, top5_acc: 0.4786, loss_cls: 3.7495, loss: 3.7495, grad_norm: 1.0995 2020-10-07 04:10:13,369 - mmaction - INFO - Epoch [88][1100/1413] lr: 4.447e-01, eta: 2 days, 17:51:47, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2397, top5_acc: 0.4732, loss_cls: 3.7468, loss: 3.7468, grad_norm: 1.0728 2020-10-07 04:10:33,029 - mmaction - INFO - Epoch [88][1120/1413] lr: 4.447e-01, eta: 2 days, 17:51:26, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2484, top5_acc: 0.4779, loss_cls: 3.7316, loss: 3.7316, grad_norm: 1.0733 2020-10-07 04:10:52,629 - mmaction - INFO - Epoch [88][1140/1413] lr: 4.447e-01, eta: 2 days, 17:51:05, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2470, top5_acc: 0.4734, loss_cls: 3.7769, loss: 3.7769, grad_norm: 1.0757 2020-10-07 04:11:12,442 - mmaction - INFO - Epoch [88][1160/1413] lr: 4.447e-01, eta: 2 days, 17:50:44, time: 0.991, data_time: 0.002, memory: 8482, top1_acc: 0.2474, top5_acc: 0.4811, loss_cls: 3.7336, loss: 3.7336, grad_norm: 1.0693 2020-10-07 04:11:32,127 - mmaction - INFO - Epoch [88][1180/1413] lr: 4.447e-01, eta: 2 days, 17:50:23, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2439, top5_acc: 0.4697, loss_cls: 3.7431, loss: 3.7431, grad_norm: 1.0802 2020-10-07 04:11:51,766 - mmaction - INFO - Epoch [88][1200/1413] lr: 4.447e-01, eta: 2 days, 17:50:02, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2439, top5_acc: 0.4630, loss_cls: 3.7794, loss: 3.7794, grad_norm: 1.0911 2020-10-07 04:12:11,366 - mmaction - INFO - Epoch [88][1220/1413] lr: 4.447e-01, eta: 2 days, 17:49:41, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2483, top5_acc: 0.4747, loss_cls: 3.7382, loss: 3.7382, grad_norm: 1.0743 2020-10-07 04:12:30,970 - mmaction - INFO - Epoch [88][1240/1413] lr: 4.447e-01, eta: 2 days, 17:49:19, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2380, top5_acc: 0.4736, loss_cls: 3.7711, loss: 3.7711, grad_norm: 1.0913 2020-10-07 04:12:50,494 - mmaction - INFO - Epoch [88][1260/1413] lr: 4.447e-01, eta: 2 days, 17:48:57, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2421, top5_acc: 0.4757, loss_cls: 3.7606, loss: 3.7606, grad_norm: 1.0917 2020-10-07 04:13:10,124 - mmaction - INFO - Epoch [88][1280/1413] lr: 4.447e-01, eta: 2 days, 17:48:36, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2449, top5_acc: 0.4712, loss_cls: 3.7547, loss: 3.7547, grad_norm: 1.0711 2020-10-07 04:13:29,718 - mmaction - INFO - Epoch [88][1300/1413] lr: 4.447e-01, eta: 2 days, 17:48:15, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2493, top5_acc: 0.4759, loss_cls: 3.7294, loss: 3.7294, grad_norm: 1.0835 2020-10-07 04:13:49,342 - mmaction - INFO - Epoch [88][1320/1413] lr: 4.447e-01, eta: 2 days, 17:47:53, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2480, top5_acc: 0.4801, loss_cls: 3.7355, loss: 3.7355, grad_norm: 1.0650 2020-10-07 04:14:08,847 - mmaction - INFO - Epoch [88][1340/1413] lr: 4.447e-01, eta: 2 days, 17:47:32, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2469, top5_acc: 0.4846, loss_cls: 3.7192, loss: 3.7192, grad_norm: 1.0884 2020-10-07 04:14:28,504 - mmaction - INFO - Epoch [88][1360/1413] lr: 4.447e-01, eta: 2 days, 17:47:10, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2406, top5_acc: 0.4701, loss_cls: 3.7734, loss: 3.7734, grad_norm: 1.0925 2020-10-07 04:14:48,175 - mmaction - INFO - Epoch [88][1380/1413] lr: 4.447e-01, eta: 2 days, 17:46:49, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2435, top5_acc: 0.4702, loss_cls: 3.7763, loss: 3.7763, grad_norm: 1.0774 2020-10-07 04:15:07,832 - mmaction - INFO - Epoch [88][1400/1413] lr: 4.447e-01, eta: 2 days, 17:46:28, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2423, top5_acc: 0.4646, loss_cls: 3.7947, loss: 3.7947, grad_norm: 1.0760 2020-10-07 04:15:22,403 - mmaction - INFO - Saving checkpoint at 88 epochs 2020-10-07 04:16:48,855 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-07 04:16:51,433 - mmaction - INFO - top1_acc 0.2313 top5_acc 0.4614 2020-10-07 04:16:51,433 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-07 04:16:51,552 - mmaction - INFO - mean_acc 0.2310 2020-10-07 04:16:51,567 - mmaction - INFO - Epoch(val) [88][1413] top1_acc: 0.2313, top5_acc: 0.4614, mean_class_accuracy: 0.2310 2020-10-07 04:17:36,565 - mmaction - INFO - Epoch [89][20/1413] lr: 4.414e-01, eta: 2 days, 17:46:46, time: 2.248, data_time: 1.176, memory: 8482, top1_acc: 0.2458, top5_acc: 0.4768, loss_cls: 3.7343, loss: 3.7343, grad_norm: 1.0860 2020-10-07 04:17:55,815 - mmaction - INFO - Epoch [89][40/1413] lr: 4.414e-01, eta: 2 days, 17:46:23, time: 0.963, data_time: 0.002, memory: 8482, top1_acc: 0.2546, top5_acc: 0.4770, loss_cls: 3.7479, loss: 3.7479, grad_norm: 1.0792 2020-10-07 04:18:15,281 - mmaction - INFO - Epoch [89][60/1413] lr: 4.414e-01, eta: 2 days, 17:46:01, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2491, top5_acc: 0.4785, loss_cls: 3.7254, loss: 3.7254, grad_norm: 1.0972 2020-10-07 04:18:34,728 - mmaction - INFO - Epoch [89][80/1413] lr: 4.414e-01, eta: 2 days, 17:45:39, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.2474, top5_acc: 0.4750, loss_cls: 3.7138, loss: 3.7138, grad_norm: 1.0736 2020-10-07 04:18:54,207 - mmaction - INFO - Epoch [89][100/1413] lr: 4.414e-01, eta: 2 days, 17:45:17, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.2451, top5_acc: 0.4733, loss_cls: 3.7503, loss: 3.7503, grad_norm: 1.0809 2020-10-07 04:19:13,761 - mmaction - INFO - Epoch [89][120/1413] lr: 4.414e-01, eta: 2 days, 17:44:55, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2444, top5_acc: 0.4810, loss_cls: 3.7566, loss: 3.7566, grad_norm: 1.0793 2020-10-07 04:19:33,392 - mmaction - INFO - Epoch [89][140/1413] lr: 4.414e-01, eta: 2 days, 17:44:34, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2448, top5_acc: 0.4749, loss_cls: 3.7389, loss: 3.7389, grad_norm: 1.0669 2020-10-07 04:19:52,959 - mmaction - INFO - Epoch [89][160/1413] lr: 4.414e-01, eta: 2 days, 17:44:12, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2544, top5_acc: 0.4809, loss_cls: 3.6940, loss: 3.6940, grad_norm: 1.0963 2020-10-07 04:20:12,557 - mmaction - INFO - Epoch [89][180/1413] lr: 4.414e-01, eta: 2 days, 17:43:51, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2418, top5_acc: 0.4712, loss_cls: 3.7518, loss: 3.7518, grad_norm: 1.0633 2020-10-07 04:20:32,136 - mmaction - INFO - Epoch [89][200/1413] lr: 4.414e-01, eta: 2 days, 17:43:29, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2487, top5_acc: 0.4849, loss_cls: 3.7028, loss: 3.7028, grad_norm: 1.0816 2020-10-07 04:20:51,721 - mmaction - INFO - Epoch [89][220/1413] lr: 4.414e-01, eta: 2 days, 17:43:08, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2475, top5_acc: 0.4758, loss_cls: 3.7217, loss: 3.7217, grad_norm: 1.0968 2020-10-07 04:21:11,243 - mmaction - INFO - Epoch [89][240/1413] lr: 4.414e-01, eta: 2 days, 17:42:46, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2496, top5_acc: 0.4764, loss_cls: 3.7251, loss: 3.7251, grad_norm: 1.0822 2020-10-07 04:21:30,746 - mmaction - INFO - Epoch [89][260/1413] lr: 4.414e-01, eta: 2 days, 17:42:24, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2507, top5_acc: 0.4673, loss_cls: 3.7661, loss: 3.7661, grad_norm: 1.0923 2020-10-07 04:21:50,305 - mmaction - INFO - Epoch [89][280/1413] lr: 4.414e-01, eta: 2 days, 17:42:03, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2423, top5_acc: 0.4807, loss_cls: 3.7303, loss: 3.7303, grad_norm: 1.0841 2020-10-07 04:22:09,917 - mmaction - INFO - Epoch [89][300/1413] lr: 4.414e-01, eta: 2 days, 17:41:41, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2467, top5_acc: 0.4758, loss_cls: 3.7244, loss: 3.7244, grad_norm: 1.0692 2020-10-07 04:22:29,421 - mmaction - INFO - Epoch [89][320/1413] lr: 4.414e-01, eta: 2 days, 17:41:20, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2501, top5_acc: 0.4820, loss_cls: 3.7275, loss: 3.7275, grad_norm: 1.0840 2020-10-07 04:22:48,942 - mmaction - INFO - Epoch [89][340/1413] lr: 4.414e-01, eta: 2 days, 17:40:58, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2507, top5_acc: 0.4711, loss_cls: 3.7603, loss: 3.7603, grad_norm: 1.0889 2020-10-07 04:23:08,562 - mmaction - INFO - Epoch [89][360/1413] lr: 4.414e-01, eta: 2 days, 17:40:37, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2501, top5_acc: 0.4790, loss_cls: 3.7389, loss: 3.7389, grad_norm: 1.0834 2020-10-07 04:23:28,214 - mmaction - INFO - Epoch [89][380/1413] lr: 4.414e-01, eta: 2 days, 17:40:15, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2543, top5_acc: 0.4747, loss_cls: 3.7150, loss: 3.7150, grad_norm: 1.0765 2020-10-07 04:23:47,732 - mmaction - INFO - Epoch [89][400/1413] lr: 4.414e-01, eta: 2 days, 17:39:54, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2482, top5_acc: 0.4852, loss_cls: 3.7304, loss: 3.7304, grad_norm: 1.0831 2020-10-07 04:24:07,386 - mmaction - INFO - Epoch [89][420/1413] lr: 4.414e-01, eta: 2 days, 17:39:32, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2469, top5_acc: 0.4819, loss_cls: 3.7062, loss: 3.7062, grad_norm: 1.0879 2020-10-07 04:24:27,091 - mmaction - INFO - Epoch [89][440/1413] lr: 4.414e-01, eta: 2 days, 17:39:11, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2448, top5_acc: 0.4832, loss_cls: 3.7212, loss: 3.7212, grad_norm: 1.0895 2020-10-07 04:24:46,703 - mmaction - INFO - Epoch [89][460/1413] lr: 4.414e-01, eta: 2 days, 17:38:50, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2491, top5_acc: 0.4831, loss_cls: 3.7318, loss: 3.7318, grad_norm: 1.0894 2020-10-07 04:25:06,322 - mmaction - INFO - Epoch [89][480/1413] lr: 4.414e-01, eta: 2 days, 17:38:29, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2517, top5_acc: 0.4811, loss_cls: 3.7174, loss: 3.7174, grad_norm: 1.1054 2020-10-07 04:25:25,843 - mmaction - INFO - Epoch [89][500/1413] lr: 4.414e-01, eta: 2 days, 17:38:07, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2467, top5_acc: 0.4822, loss_cls: 3.7542, loss: 3.7542, grad_norm: 1.0878 2020-10-07 04:25:45,553 - mmaction - INFO - Epoch [89][520/1413] lr: 4.414e-01, eta: 2 days, 17:37:46, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2426, top5_acc: 0.4646, loss_cls: 3.7635, loss: 3.7635, grad_norm: 1.0990 2020-10-07 04:26:05,091 - mmaction - INFO - Epoch [89][540/1413] lr: 4.414e-01, eta: 2 days, 17:37:24, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2392, top5_acc: 0.4701, loss_cls: 3.7453, loss: 3.7453, grad_norm: 1.0793 2020-10-07 04:26:24,579 - mmaction - INFO - Epoch [89][560/1413] lr: 4.414e-01, eta: 2 days, 17:37:03, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2462, top5_acc: 0.4802, loss_cls: 3.7314, loss: 3.7314, grad_norm: 1.0663 2020-10-07 04:26:44,372 - mmaction - INFO - Epoch [89][580/1413] lr: 4.414e-01, eta: 2 days, 17:36:42, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2469, top5_acc: 0.4835, loss_cls: 3.7204, loss: 3.7204, grad_norm: 1.1029 2020-10-07 04:27:04,054 - mmaction - INFO - Epoch [89][600/1413] lr: 4.414e-01, eta: 2 days, 17:36:21, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2430, top5_acc: 0.4737, loss_cls: 3.7397, loss: 3.7397, grad_norm: 1.0828 2020-10-07 04:27:23,663 - mmaction - INFO - Epoch [89][620/1413] lr: 4.414e-01, eta: 2 days, 17:35:59, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2430, top5_acc: 0.4736, loss_cls: 3.7563, loss: 3.7563, grad_norm: 1.0868 2020-10-07 04:27:43,318 - mmaction - INFO - Epoch [89][640/1413] lr: 4.414e-01, eta: 2 days, 17:35:38, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2480, top5_acc: 0.4754, loss_cls: 3.7591, loss: 3.7591, grad_norm: 1.0949 2020-10-07 04:28:02,992 - mmaction - INFO - Epoch [89][660/1413] lr: 4.414e-01, eta: 2 days, 17:35:17, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2432, top5_acc: 0.4730, loss_cls: 3.7707, loss: 3.7707, grad_norm: 1.0778 2020-10-07 04:28:22,672 - mmaction - INFO - Epoch [89][680/1413] lr: 4.414e-01, eta: 2 days, 17:34:56, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2475, top5_acc: 0.4703, loss_cls: 3.7389, loss: 3.7389, grad_norm: 1.0770 2020-10-07 04:28:42,253 - mmaction - INFO - Epoch [89][700/1413] lr: 4.414e-01, eta: 2 days, 17:34:35, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2544, top5_acc: 0.4827, loss_cls: 3.7091, loss: 3.7091, grad_norm: 1.0903 2020-10-07 04:29:01,815 - mmaction - INFO - Epoch [89][720/1413] lr: 4.414e-01, eta: 2 days, 17:34:13, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2461, top5_acc: 0.4729, loss_cls: 3.7492, loss: 3.7492, grad_norm: 1.0904 2020-10-07 04:29:21,365 - mmaction - INFO - Epoch [89][740/1413] lr: 4.414e-01, eta: 2 days, 17:33:52, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2508, top5_acc: 0.4771, loss_cls: 3.7410, loss: 3.7410, grad_norm: 1.0889 2020-10-07 04:29:40,962 - mmaction - INFO - Epoch [89][760/1413] lr: 4.414e-01, eta: 2 days, 17:33:30, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2423, top5_acc: 0.4755, loss_cls: 3.7563, loss: 3.7563, grad_norm: 1.0903 2020-10-07 04:30:00,663 - mmaction - INFO - Epoch [89][780/1413] lr: 4.414e-01, eta: 2 days, 17:33:09, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2480, top5_acc: 0.4801, loss_cls: 3.7581, loss: 3.7581, grad_norm: 1.0719 2020-10-07 04:30:19,495 - mmaction - INFO - Epoch [89][800/1413] lr: 4.414e-01, eta: 2 days, 17:32:45, time: 0.943, data_time: 0.002, memory: 8482, top1_acc: 0.2447, top5_acc: 0.4673, loss_cls: 3.7901, loss: 3.7901, grad_norm: 1.0641 2020-10-07 04:30:39,131 - mmaction - INFO - Epoch [89][820/1413] lr: 4.414e-01, eta: 2 days, 17:32:23, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2488, top5_acc: 0.4758, loss_cls: 3.7528, loss: 3.7528, grad_norm: 1.0774 2020-10-07 04:30:58,784 - mmaction - INFO - Epoch [89][840/1413] lr: 4.414e-01, eta: 2 days, 17:32:02, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2486, top5_acc: 0.4758, loss_cls: 3.7094, loss: 3.7094, grad_norm: 1.0891 2020-10-07 04:31:18,345 - mmaction - INFO - Epoch [89][860/1413] lr: 4.414e-01, eta: 2 days, 17:31:41, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2383, top5_acc: 0.4684, loss_cls: 3.7855, loss: 3.7855, grad_norm: 1.0751 2020-10-07 04:31:37,985 - mmaction - INFO - Epoch [89][880/1413] lr: 4.414e-01, eta: 2 days, 17:31:19, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2427, top5_acc: 0.4741, loss_cls: 3.7431, loss: 3.7431, grad_norm: 1.0798 2020-10-07 04:31:57,604 - mmaction - INFO - Epoch [89][900/1413] lr: 4.414e-01, eta: 2 days, 17:30:58, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2486, top5_acc: 0.4790, loss_cls: 3.7299, loss: 3.7299, grad_norm: 1.1001 2020-10-07 04:32:17,134 - mmaction - INFO - Epoch [89][920/1413] lr: 4.414e-01, eta: 2 days, 17:30:36, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2469, top5_acc: 0.4725, loss_cls: 3.7385, loss: 3.7385, grad_norm: 1.0734 2020-10-07 04:32:36,663 - mmaction - INFO - Epoch [89][940/1413] lr: 4.414e-01, eta: 2 days, 17:30:15, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2436, top5_acc: 0.4781, loss_cls: 3.7367, loss: 3.7367, grad_norm: 1.0830 2020-10-07 04:32:56,340 - mmaction - INFO - Epoch [89][960/1413] lr: 4.414e-01, eta: 2 days, 17:29:54, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2510, top5_acc: 0.4757, loss_cls: 3.7159, loss: 3.7159, grad_norm: 1.0903 2020-10-07 04:33:15,958 - mmaction - INFO - Epoch [89][980/1413] lr: 4.414e-01, eta: 2 days, 17:29:32, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2380, top5_acc: 0.4740, loss_cls: 3.7957, loss: 3.7957, grad_norm: 1.0840 2020-10-07 04:33:35,556 - mmaction - INFO - Epoch [89][1000/1413] lr: 4.414e-01, eta: 2 days, 17:29:11, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2470, top5_acc: 0.4682, loss_cls: 3.7983, loss: 3.7983, grad_norm: 1.0859 2020-10-07 04:33:55,094 - mmaction - INFO - Epoch [89][1020/1413] lr: 4.414e-01, eta: 2 days, 17:28:49, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2474, top5_acc: 0.4783, loss_cls: 3.7245, loss: 3.7245, grad_norm: 1.0803 2020-10-07 04:34:14,716 - mmaction - INFO - Epoch [89][1040/1413] lr: 4.414e-01, eta: 2 days, 17:28:28, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2362, top5_acc: 0.4720, loss_cls: 3.7750, loss: 3.7750, grad_norm: 1.0799 2020-10-07 04:34:34,365 - mmaction - INFO - Epoch [89][1060/1413] lr: 4.414e-01, eta: 2 days, 17:28:07, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2470, top5_acc: 0.4707, loss_cls: 3.7537, loss: 3.7537, grad_norm: 1.0838 2020-10-07 04:34:53,991 - mmaction - INFO - Epoch [89][1080/1413] lr: 4.414e-01, eta: 2 days, 17:27:46, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2458, top5_acc: 0.4749, loss_cls: 3.7184, loss: 3.7184, grad_norm: 1.0862 2020-10-07 04:35:13,712 - mmaction - INFO - Epoch [89][1100/1413] lr: 4.414e-01, eta: 2 days, 17:27:25, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2452, top5_acc: 0.4738, loss_cls: 3.7585, loss: 3.7585, grad_norm: 1.0930 2020-10-07 04:35:33,390 - mmaction - INFO - Epoch [89][1120/1413] lr: 4.414e-01, eta: 2 days, 17:27:04, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2449, top5_acc: 0.4733, loss_cls: 3.7556, loss: 3.7556, grad_norm: 1.0940 2020-10-07 04:35:53,076 - mmaction - INFO - Epoch [89][1140/1413] lr: 4.414e-01, eta: 2 days, 17:26:43, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2497, top5_acc: 0.4780, loss_cls: 3.7363, loss: 3.7363, grad_norm: 1.0806 2020-10-07 04:36:12,708 - mmaction - INFO - Epoch [89][1160/1413] lr: 4.414e-01, eta: 2 days, 17:26:22, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2447, top5_acc: 0.4767, loss_cls: 3.7404, loss: 3.7404, grad_norm: 1.0832 2020-10-07 04:36:32,377 - mmaction - INFO - Epoch [89][1180/1413] lr: 4.414e-01, eta: 2 days, 17:26:01, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2398, top5_acc: 0.4690, loss_cls: 3.7865, loss: 3.7865, grad_norm: 1.0873 2020-10-07 04:36:52,112 - mmaction - INFO - Epoch [89][1200/1413] lr: 4.414e-01, eta: 2 days, 17:25:40, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2475, top5_acc: 0.4760, loss_cls: 3.7379, loss: 3.7379, grad_norm: 1.0801 2020-10-07 04:37:11,714 - mmaction - INFO - Epoch [89][1220/1413] lr: 4.414e-01, eta: 2 days, 17:25:18, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2470, top5_acc: 0.4812, loss_cls: 3.7349, loss: 3.7349, grad_norm: 1.0844 2020-10-07 04:37:31,282 - mmaction - INFO - Epoch [89][1240/1413] lr: 4.414e-01, eta: 2 days, 17:24:57, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2508, top5_acc: 0.4819, loss_cls: 3.7427, loss: 3.7427, grad_norm: 1.0866 2020-10-07 04:37:50,909 - mmaction - INFO - Epoch [89][1260/1413] lr: 4.414e-01, eta: 2 days, 17:24:36, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2510, top5_acc: 0.4772, loss_cls: 3.7158, loss: 3.7158, grad_norm: 1.0769 2020-10-07 04:38:10,600 - mmaction - INFO - Epoch [89][1280/1413] lr: 4.414e-01, eta: 2 days, 17:24:15, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2435, top5_acc: 0.4693, loss_cls: 3.7694, loss: 3.7694, grad_norm: 1.0922 2020-10-07 04:38:30,164 - mmaction - INFO - Epoch [89][1300/1413] lr: 4.414e-01, eta: 2 days, 17:23:53, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2434, top5_acc: 0.4699, loss_cls: 3.7789, loss: 3.7789, grad_norm: 1.0827 2020-10-07 04:38:49,787 - mmaction - INFO - Epoch [89][1320/1413] lr: 4.414e-01, eta: 2 days, 17:23:32, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2419, top5_acc: 0.4728, loss_cls: 3.7739, loss: 3.7739, grad_norm: 1.0776 2020-10-07 04:39:09,429 - mmaction - INFO - Epoch [89][1340/1413] lr: 4.414e-01, eta: 2 days, 17:23:11, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2409, top5_acc: 0.4760, loss_cls: 3.7637, loss: 3.7637, grad_norm: 1.0750 2020-10-07 04:39:29,024 - mmaction - INFO - Epoch [89][1360/1413] lr: 4.414e-01, eta: 2 days, 17:22:49, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2414, top5_acc: 0.4721, loss_cls: 3.7848, loss: 3.7848, grad_norm: 1.0692 2020-10-07 04:39:48,665 - mmaction - INFO - Epoch [89][1380/1413] lr: 4.414e-01, eta: 2 days, 17:22:28, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2467, top5_acc: 0.4663, loss_cls: 3.7868, loss: 3.7868, grad_norm: 1.0667 2020-10-07 04:40:08,260 - mmaction - INFO - Epoch [89][1400/1413] lr: 4.414e-01, eta: 2 days, 17:22:07, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2482, top5_acc: 0.4743, loss_cls: 3.7310, loss: 3.7310, grad_norm: 1.0746 2020-10-07 04:41:12,109 - mmaction - INFO - Epoch [90][20/1413] lr: 4.382e-01, eta: 2 days, 17:22:46, time: 2.530, data_time: 1.500, memory: 8482, top1_acc: 0.2526, top5_acc: 0.4818, loss_cls: 3.7299, loss: 3.7299, grad_norm: 1.0960 2020-10-07 04:41:31,465 - mmaction - INFO - Epoch [90][40/1413] lr: 4.382e-01, eta: 2 days, 17:22:24, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.2598, top5_acc: 0.4861, loss_cls: 3.6771, loss: 3.6771, grad_norm: 1.0835 2020-10-07 04:41:51,025 - mmaction - INFO - Epoch [90][60/1413] lr: 4.382e-01, eta: 2 days, 17:22:02, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2491, top5_acc: 0.4777, loss_cls: 3.7321, loss: 3.7321, grad_norm: 1.0853 2020-10-07 04:42:10,523 - mmaction - INFO - Epoch [90][80/1413] lr: 4.382e-01, eta: 2 days, 17:21:40, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2477, top5_acc: 0.4772, loss_cls: 3.7257, loss: 3.7257, grad_norm: 1.0972 2020-10-07 04:42:30,142 - mmaction - INFO - Epoch [90][100/1413] lr: 4.382e-01, eta: 2 days, 17:21:19, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2401, top5_acc: 0.4658, loss_cls: 3.7563, loss: 3.7563, grad_norm: 1.0662 2020-10-07 04:42:49,781 - mmaction - INFO - Epoch [90][120/1413] lr: 4.382e-01, eta: 2 days, 17:20:58, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2439, top5_acc: 0.4742, loss_cls: 3.7497, loss: 3.7497, grad_norm: 1.0933 2020-10-07 04:43:09,401 - mmaction - INFO - Epoch [90][140/1413] lr: 4.382e-01, eta: 2 days, 17:20:36, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2474, top5_acc: 0.4878, loss_cls: 3.6862, loss: 3.6862, grad_norm: 1.1022 2020-10-07 04:43:28,977 - mmaction - INFO - Epoch [90][160/1413] lr: 4.382e-01, eta: 2 days, 17:20:15, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2499, top5_acc: 0.4839, loss_cls: 3.7259, loss: 3.7259, grad_norm: 1.0882 2020-10-07 04:43:48,608 - mmaction - INFO - Epoch [90][180/1413] lr: 4.382e-01, eta: 2 days, 17:19:54, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2594, top5_acc: 0.4824, loss_cls: 3.7271, loss: 3.7271, grad_norm: 1.0916 2020-10-07 04:44:08,327 - mmaction - INFO - Epoch [90][200/1413] lr: 4.382e-01, eta: 2 days, 17:19:33, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2493, top5_acc: 0.4708, loss_cls: 3.7695, loss: 3.7695, grad_norm: 1.1012 2020-10-07 04:44:27,894 - mmaction - INFO - Epoch [90][220/1413] lr: 4.382e-01, eta: 2 days, 17:19:11, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2444, top5_acc: 0.4703, loss_cls: 3.7736, loss: 3.7736, grad_norm: 1.0985 2020-10-07 04:44:47,460 - mmaction - INFO - Epoch [90][240/1413] lr: 4.382e-01, eta: 2 days, 17:18:50, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2495, top5_acc: 0.4775, loss_cls: 3.7558, loss: 3.7558, grad_norm: 1.0763 2020-10-07 04:45:07,222 - mmaction - INFO - Epoch [90][260/1413] lr: 4.382e-01, eta: 2 days, 17:18:29, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2488, top5_acc: 0.4777, loss_cls: 3.7075, loss: 3.7075, grad_norm: 1.1144 2020-10-07 04:45:26,747 - mmaction - INFO - Epoch [90][280/1413] lr: 4.382e-01, eta: 2 days, 17:18:07, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2441, top5_acc: 0.4693, loss_cls: 3.7698, loss: 3.7698, grad_norm: 1.0830 2020-10-07 04:45:46,445 - mmaction - INFO - Epoch [90][300/1413] lr: 4.382e-01, eta: 2 days, 17:17:46, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2553, top5_acc: 0.4841, loss_cls: 3.6943, loss: 3.6943, grad_norm: 1.0920 2020-10-07 04:46:05,970 - mmaction - INFO - Epoch [90][320/1413] lr: 4.382e-01, eta: 2 days, 17:17:25, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2497, top5_acc: 0.4797, loss_cls: 3.7147, loss: 3.7147, grad_norm: 1.1309 2020-10-07 04:46:25,598 - mmaction - INFO - Epoch [90][340/1413] lr: 4.382e-01, eta: 2 days, 17:17:04, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2457, top5_acc: 0.4704, loss_cls: 3.7612, loss: 3.7612, grad_norm: 1.0815 2020-10-07 04:46:45,161 - mmaction - INFO - Epoch [90][360/1413] lr: 4.382e-01, eta: 2 days, 17:16:42, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2509, top5_acc: 0.4775, loss_cls: 3.7277, loss: 3.7277, grad_norm: 1.0892 2020-10-07 04:47:04,772 - mmaction - INFO - Epoch [90][380/1413] lr: 4.382e-01, eta: 2 days, 17:16:21, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2469, top5_acc: 0.4780, loss_cls: 3.7414, loss: 3.7414, grad_norm: 1.0955 2020-10-07 04:47:24,263 - mmaction - INFO - Epoch [90][400/1413] lr: 4.382e-01, eta: 2 days, 17:15:59, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2530, top5_acc: 0.4811, loss_cls: 3.7293, loss: 3.7293, grad_norm: 1.0867 2020-10-07 04:47:43,898 - mmaction - INFO - Epoch [90][420/1413] lr: 4.382e-01, eta: 2 days, 17:15:38, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2453, top5_acc: 0.4768, loss_cls: 3.7486, loss: 3.7486, grad_norm: 1.0946 2020-10-07 04:48:03,514 - mmaction - INFO - Epoch [90][440/1413] lr: 4.382e-01, eta: 2 days, 17:15:17, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2520, top5_acc: 0.4801, loss_cls: 3.7271, loss: 3.7271, grad_norm: 1.0921 2020-10-07 04:48:23,113 - mmaction - INFO - Epoch [90][460/1413] lr: 4.382e-01, eta: 2 days, 17:14:55, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2473, top5_acc: 0.4771, loss_cls: 3.7507, loss: 3.7507, grad_norm: 1.0930 2020-10-07 04:48:42,732 - mmaction - INFO - Epoch [90][480/1413] lr: 4.382e-01, eta: 2 days, 17:14:34, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2475, top5_acc: 0.4708, loss_cls: 3.7486, loss: 3.7486, grad_norm: 1.0936 2020-10-07 04:49:02,441 - mmaction - INFO - Epoch [90][500/1413] lr: 4.382e-01, eta: 2 days, 17:14:13, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2527, top5_acc: 0.4850, loss_cls: 3.7122, loss: 3.7122, grad_norm: 1.0973 2020-10-07 04:49:21,964 - mmaction - INFO - Epoch [90][520/1413] lr: 4.382e-01, eta: 2 days, 17:13:51, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2479, top5_acc: 0.4642, loss_cls: 3.7732, loss: 3.7732, grad_norm: 1.0925 2020-10-07 04:49:41,487 - mmaction - INFO - Epoch [90][540/1413] lr: 4.382e-01, eta: 2 days, 17:13:30, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2449, top5_acc: 0.4760, loss_cls: 3.7684, loss: 3.7684, grad_norm: 1.0828 2020-10-07 04:50:01,074 - mmaction - INFO - Epoch [90][560/1413] lr: 4.382e-01, eta: 2 days, 17:13:08, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2432, top5_acc: 0.4690, loss_cls: 3.7504, loss: 3.7504, grad_norm: 1.0783 2020-10-07 04:50:20,706 - mmaction - INFO - Epoch [90][580/1413] lr: 4.382e-01, eta: 2 days, 17:12:47, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2431, top5_acc: 0.4701, loss_cls: 3.7659, loss: 3.7659, grad_norm: 1.0771 2020-10-07 04:50:40,299 - mmaction - INFO - Epoch [90][600/1413] lr: 4.382e-01, eta: 2 days, 17:12:26, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2441, top5_acc: 0.4741, loss_cls: 3.7595, loss: 3.7595, grad_norm: 1.0746 2020-10-07 04:50:59,969 - mmaction - INFO - Epoch [90][620/1413] lr: 4.382e-01, eta: 2 days, 17:12:05, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2508, top5_acc: 0.4807, loss_cls: 3.7198, loss: 3.7198, grad_norm: 1.0844 2020-10-07 04:51:19,547 - mmaction - INFO - Epoch [90][640/1413] lr: 4.382e-01, eta: 2 days, 17:11:43, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2470, top5_acc: 0.4783, loss_cls: 3.7507, loss: 3.7507, grad_norm: 1.0978 2020-10-07 04:51:39,148 - mmaction - INFO - Epoch [90][660/1413] lr: 4.382e-01, eta: 2 days, 17:11:22, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2487, top5_acc: 0.4750, loss_cls: 3.7325, loss: 3.7325, grad_norm: 1.0899 2020-10-07 04:51:58,769 - mmaction - INFO - Epoch [90][680/1413] lr: 4.382e-01, eta: 2 days, 17:11:01, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2447, top5_acc: 0.4837, loss_cls: 3.7372, loss: 3.7372, grad_norm: 1.0905 2020-10-07 04:52:18,417 - mmaction - INFO - Epoch [90][700/1413] lr: 4.382e-01, eta: 2 days, 17:10:39, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2439, top5_acc: 0.4797, loss_cls: 3.7216, loss: 3.7216, grad_norm: 1.0890 2020-10-07 04:52:37,958 - mmaction - INFO - Epoch [90][720/1413] lr: 4.382e-01, eta: 2 days, 17:10:18, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2435, top5_acc: 0.4755, loss_cls: 3.7427, loss: 3.7427, grad_norm: 1.0682 2020-10-07 04:52:57,591 - mmaction - INFO - Epoch [90][740/1413] lr: 4.382e-01, eta: 2 days, 17:09:57, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2466, top5_acc: 0.4740, loss_cls: 3.7545, loss: 3.7545, grad_norm: 1.0835 2020-10-07 04:53:17,252 - mmaction - INFO - Epoch [90][760/1413] lr: 4.382e-01, eta: 2 days, 17:09:36, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2507, top5_acc: 0.4835, loss_cls: 3.6943, loss: 3.6943, grad_norm: 1.0694 2020-10-07 04:53:36,877 - mmaction - INFO - Epoch [90][780/1413] lr: 4.382e-01, eta: 2 days, 17:09:14, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2441, top5_acc: 0.4750, loss_cls: 3.7460, loss: 3.7460, grad_norm: 1.0991 2020-10-07 04:53:56,532 - mmaction - INFO - Epoch [90][800/1413] lr: 4.382e-01, eta: 2 days, 17:08:53, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2426, top5_acc: 0.4768, loss_cls: 3.7729, loss: 3.7729, grad_norm: 1.0941 2020-10-07 04:54:16,123 - mmaction - INFO - Epoch [90][820/1413] lr: 4.382e-01, eta: 2 days, 17:08:32, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2487, top5_acc: 0.4730, loss_cls: 3.7503, loss: 3.7503, grad_norm: 1.0972 2020-10-07 04:54:35,722 - mmaction - INFO - Epoch [90][840/1413] lr: 4.382e-01, eta: 2 days, 17:08:11, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2383, top5_acc: 0.4724, loss_cls: 3.7887, loss: 3.7887, grad_norm: 1.0812 2020-10-07 04:54:55,363 - mmaction - INFO - Epoch [90][860/1413] lr: 4.382e-01, eta: 2 days, 17:07:49, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2611, top5_acc: 0.4917, loss_cls: 3.6786, loss: 3.6786, grad_norm: 1.0825 2020-10-07 04:55:15,092 - mmaction - INFO - Epoch [90][880/1413] lr: 4.382e-01, eta: 2 days, 17:07:29, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2438, top5_acc: 0.4801, loss_cls: 3.7458, loss: 3.7458, grad_norm: 1.0904 2020-10-07 04:55:34,750 - mmaction - INFO - Epoch [90][900/1413] lr: 4.382e-01, eta: 2 days, 17:07:08, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2561, top5_acc: 0.4803, loss_cls: 3.7121, loss: 3.7121, grad_norm: 1.0926 2020-10-07 04:55:54,312 - mmaction - INFO - Epoch [90][920/1413] lr: 4.382e-01, eta: 2 days, 17:06:46, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2421, top5_acc: 0.4717, loss_cls: 3.7618, loss: 3.7618, grad_norm: 1.0974 2020-10-07 04:56:13,962 - mmaction - INFO - Epoch [90][940/1413] lr: 4.382e-01, eta: 2 days, 17:06:25, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2443, top5_acc: 0.4701, loss_cls: 3.7665, loss: 3.7665, grad_norm: 1.0864 2020-10-07 04:56:33,513 - mmaction - INFO - Epoch [90][960/1413] lr: 4.382e-01, eta: 2 days, 17:06:03, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2493, top5_acc: 0.4760, loss_cls: 3.7335, loss: 3.7335, grad_norm: 1.0941 2020-10-07 04:56:53,091 - mmaction - INFO - Epoch [90][980/1413] lr: 4.382e-01, eta: 2 days, 17:05:42, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2474, top5_acc: 0.4828, loss_cls: 3.7430, loss: 3.7430, grad_norm: 1.0866 2020-10-07 04:57:12,531 - mmaction - INFO - Epoch [90][1000/1413] lr: 4.382e-01, eta: 2 days, 17:05:20, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.2525, top5_acc: 0.4729, loss_cls: 3.7330, loss: 3.7330, grad_norm: 1.0875 2020-10-07 04:57:32,123 - mmaction - INFO - Epoch [90][1020/1413] lr: 4.382e-01, eta: 2 days, 17:04:59, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2475, top5_acc: 0.4699, loss_cls: 3.7798, loss: 3.7798, grad_norm: 1.1015 2020-10-07 04:57:51,758 - mmaction - INFO - Epoch [90][1040/1413] lr: 4.382e-01, eta: 2 days, 17:04:37, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2456, top5_acc: 0.4743, loss_cls: 3.7472, loss: 3.7472, grad_norm: 1.0696 2020-10-07 04:58:11,453 - mmaction - INFO - Epoch [90][1060/1413] lr: 4.382e-01, eta: 2 days, 17:04:16, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2527, top5_acc: 0.4693, loss_cls: 3.7592, loss: 3.7592, grad_norm: 1.0778 2020-10-07 04:58:31,039 - mmaction - INFO - Epoch [90][1080/1413] lr: 4.382e-01, eta: 2 days, 17:03:55, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2414, top5_acc: 0.4741, loss_cls: 3.7729, loss: 3.7729, grad_norm: 1.0893 2020-10-07 04:58:50,553 - mmaction - INFO - Epoch [90][1100/1413] lr: 4.382e-01, eta: 2 days, 17:03:33, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2548, top5_acc: 0.4878, loss_cls: 3.6901, loss: 3.6901, grad_norm: 1.1027 2020-10-07 04:59:10,262 - mmaction - INFO - Epoch [90][1120/1413] lr: 4.382e-01, eta: 2 days, 17:03:13, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2491, top5_acc: 0.4723, loss_cls: 3.7430, loss: 3.7430, grad_norm: 1.0834 2020-10-07 04:59:29,794 - mmaction - INFO - Epoch [90][1140/1413] lr: 4.382e-01, eta: 2 days, 17:02:51, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2552, top5_acc: 0.4829, loss_cls: 3.6928, loss: 3.6928, grad_norm: 1.0797 2020-10-07 04:59:49,338 - mmaction - INFO - Epoch [90][1160/1413] lr: 4.382e-01, eta: 2 days, 17:02:30, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2435, top5_acc: 0.4694, loss_cls: 3.7884, loss: 3.7884, grad_norm: 1.0963 2020-10-07 05:00:09,564 - mmaction - INFO - Epoch [90][1180/1413] lr: 4.382e-01, eta: 2 days, 17:02:11, time: 1.012, data_time: 0.002, memory: 8482, top1_acc: 0.2436, top5_acc: 0.4693, loss_cls: 3.7741, loss: 3.7741, grad_norm: 1.0882 2020-10-07 05:00:29,193 - mmaction - INFO - Epoch [90][1200/1413] lr: 4.382e-01, eta: 2 days, 17:01:49, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2488, top5_acc: 0.4740, loss_cls: 3.7567, loss: 3.7567, grad_norm: 1.0888 2020-10-07 05:00:48,816 - mmaction - INFO - Epoch [90][1220/1413] lr: 4.382e-01, eta: 2 days, 17:01:28, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2523, top5_acc: 0.4685, loss_cls: 3.7774, loss: 3.7774, grad_norm: 1.0875 2020-10-07 05:01:08,331 - mmaction - INFO - Epoch [90][1240/1413] lr: 4.382e-01, eta: 2 days, 17:01:07, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2465, top5_acc: 0.4664, loss_cls: 3.7734, loss: 3.7734, grad_norm: 1.0747 2020-10-07 05:01:27,885 - mmaction - INFO - Epoch [90][1260/1413] lr: 4.382e-01, eta: 2 days, 17:00:45, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2505, top5_acc: 0.4837, loss_cls: 3.7291, loss: 3.7291, grad_norm: 1.0874 2020-10-07 05:01:47,485 - mmaction - INFO - Epoch [90][1280/1413] lr: 4.382e-01, eta: 2 days, 17:00:24, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2400, top5_acc: 0.4741, loss_cls: 3.7472, loss: 3.7472, grad_norm: 1.0974 2020-10-07 05:02:07,042 - mmaction - INFO - Epoch [90][1300/1413] lr: 4.382e-01, eta: 2 days, 17:00:02, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2448, top5_acc: 0.4719, loss_cls: 3.7572, loss: 3.7572, grad_norm: 1.0940 2020-10-07 05:02:26,665 - mmaction - INFO - Epoch [90][1320/1413] lr: 4.382e-01, eta: 2 days, 16:59:41, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2385, top5_acc: 0.4684, loss_cls: 3.7813, loss: 3.7813, grad_norm: 1.0875 2020-10-07 05:02:46,250 - mmaction - INFO - Epoch [90][1340/1413] lr: 4.382e-01, eta: 2 days, 16:59:20, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2518, top5_acc: 0.4854, loss_cls: 3.7219, loss: 3.7219, grad_norm: 1.0853 2020-10-07 05:03:05,930 - mmaction - INFO - Epoch [90][1360/1413] lr: 4.382e-01, eta: 2 days, 16:58:59, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2490, top5_acc: 0.4768, loss_cls: 3.7330, loss: 3.7330, grad_norm: 1.0779 2020-10-07 05:03:25,435 - mmaction - INFO - Epoch [90][1380/1413] lr: 4.382e-01, eta: 2 days, 16:58:37, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.2449, top5_acc: 0.4770, loss_cls: 3.7721, loss: 3.7721, grad_norm: 1.0943 2020-10-07 05:03:45,122 - mmaction - INFO - Epoch [90][1400/1413] lr: 4.382e-01, eta: 2 days, 16:58:16, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2434, top5_acc: 0.4698, loss_cls: 3.7736, loss: 3.7736, grad_norm: 1.0807 2020-10-07 05:04:52,153 - mmaction - INFO - Epoch [91][20/1413] lr: 4.349e-01, eta: 2 days, 16:59:00, time: 2.620, data_time: 1.644, memory: 8482, top1_acc: 0.2510, top5_acc: 0.4781, loss_cls: 3.7279, loss: 3.7279, grad_norm: 1.1059 2020-10-07 05:05:11,584 - mmaction - INFO - Epoch [91][40/1413] lr: 4.349e-01, eta: 2 days, 16:58:38, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.2497, top5_acc: 0.4826, loss_cls: 3.7424, loss: 3.7424, grad_norm: 1.0922 2020-10-07 05:05:31,088 - mmaction - INFO - Epoch [91][60/1413] lr: 4.349e-01, eta: 2 days, 16:58:17, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2539, top5_acc: 0.4845, loss_cls: 3.7110, loss: 3.7110, grad_norm: 1.0862 2020-10-07 05:05:50,773 - mmaction - INFO - Epoch [91][80/1413] lr: 4.349e-01, eta: 2 days, 16:57:56, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2547, top5_acc: 0.4811, loss_cls: 3.7060, loss: 3.7060, grad_norm: 1.0929 2020-10-07 05:06:10,420 - mmaction - INFO - Epoch [91][100/1413] lr: 4.349e-01, eta: 2 days, 16:57:34, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2501, top5_acc: 0.4842, loss_cls: 3.6866, loss: 3.6866, grad_norm: 1.0946 2020-10-07 05:06:30,001 - mmaction - INFO - Epoch [91][120/1413] lr: 4.349e-01, eta: 2 days, 16:57:13, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2435, top5_acc: 0.4719, loss_cls: 3.7686, loss: 3.7686, grad_norm: 1.0963 2020-10-07 05:06:49,691 - mmaction - INFO - Epoch [91][140/1413] lr: 4.349e-01, eta: 2 days, 16:56:52, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2520, top5_acc: 0.4810, loss_cls: 3.7012, loss: 3.7012, grad_norm: 1.0938 2020-10-07 05:07:09,210 - mmaction - INFO - Epoch [91][160/1413] lr: 4.349e-01, eta: 2 days, 16:56:31, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2581, top5_acc: 0.4827, loss_cls: 3.6983, loss: 3.6983, grad_norm: 1.0963 2020-10-07 05:07:28,838 - mmaction - INFO - Epoch [91][180/1413] lr: 4.349e-01, eta: 2 days, 16:56:09, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2478, top5_acc: 0.4861, loss_cls: 3.7028, loss: 3.7028, grad_norm: 1.1047 2020-10-07 05:07:48,466 - mmaction - INFO - Epoch [91][200/1413] lr: 4.349e-01, eta: 2 days, 16:55:48, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2484, top5_acc: 0.4837, loss_cls: 3.7160, loss: 3.7160, grad_norm: 1.0950 2020-10-07 05:08:08,043 - mmaction - INFO - Epoch [91][220/1413] lr: 4.349e-01, eta: 2 days, 16:55:27, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2487, top5_acc: 0.4712, loss_cls: 3.7352, loss: 3.7352, grad_norm: 1.0935 2020-10-07 05:08:27,498 - mmaction - INFO - Epoch [91][240/1413] lr: 4.349e-01, eta: 2 days, 16:55:05, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.2371, top5_acc: 0.4665, loss_cls: 3.7688, loss: 3.7688, grad_norm: 1.0972 2020-10-07 05:08:47,182 - mmaction - INFO - Epoch [91][260/1413] lr: 4.349e-01, eta: 2 days, 16:54:44, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2482, top5_acc: 0.4788, loss_cls: 3.7455, loss: 3.7455, grad_norm: 1.0877 2020-10-07 05:09:06,752 - mmaction - INFO - Epoch [91][280/1413] lr: 4.349e-01, eta: 2 days, 16:54:22, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2474, top5_acc: 0.4711, loss_cls: 3.7525, loss: 3.7525, grad_norm: 1.0904 2020-10-07 05:09:26,315 - mmaction - INFO - Epoch [91][300/1413] lr: 4.349e-01, eta: 2 days, 16:54:01, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2372, top5_acc: 0.4681, loss_cls: 3.7479, loss: 3.7479, grad_norm: 1.0934 2020-10-07 05:09:45,880 - mmaction - INFO - Epoch [91][320/1413] lr: 4.349e-01, eta: 2 days, 16:53:39, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2510, top5_acc: 0.4789, loss_cls: 3.7375, loss: 3.7375, grad_norm: 1.0989 2020-10-07 05:10:05,474 - mmaction - INFO - Epoch [91][340/1413] lr: 4.349e-01, eta: 2 days, 16:53:18, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2466, top5_acc: 0.4708, loss_cls: 3.7735, loss: 3.7735, grad_norm: 1.0778 2020-10-07 05:10:24,985 - mmaction - INFO - Epoch [91][360/1413] lr: 4.349e-01, eta: 2 days, 16:52:56, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.2517, top5_acc: 0.4816, loss_cls: 3.7164, loss: 3.7164, grad_norm: 1.0761 2020-10-07 05:10:44,618 - mmaction - INFO - Epoch [91][380/1413] lr: 4.349e-01, eta: 2 days, 16:52:35, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2405, top5_acc: 0.4694, loss_cls: 3.7730, loss: 3.7730, grad_norm: 1.1035 2020-10-07 05:11:04,180 - mmaction - INFO - Epoch [91][400/1413] lr: 4.349e-01, eta: 2 days, 16:52:14, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2492, top5_acc: 0.4734, loss_cls: 3.7638, loss: 3.7638, grad_norm: 1.0825 2020-10-07 05:11:23,879 - mmaction - INFO - Epoch [91][420/1413] lr: 4.349e-01, eta: 2 days, 16:51:53, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2438, top5_acc: 0.4779, loss_cls: 3.7498, loss: 3.7498, grad_norm: 1.0846 2020-10-07 05:11:43,393 - mmaction - INFO - Epoch [91][440/1413] lr: 4.349e-01, eta: 2 days, 16:51:31, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2431, top5_acc: 0.4732, loss_cls: 3.7437, loss: 3.7437, grad_norm: 1.1025 2020-10-07 05:12:03,059 - mmaction - INFO - Epoch [91][460/1413] lr: 4.349e-01, eta: 2 days, 16:51:10, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2607, top5_acc: 0.4846, loss_cls: 3.6677, loss: 3.6677, grad_norm: 1.0858 2020-10-07 05:12:22,662 - mmaction - INFO - Epoch [91][480/1413] lr: 4.349e-01, eta: 2 days, 16:50:49, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2557, top5_acc: 0.4865, loss_cls: 3.6746, loss: 3.6746, grad_norm: 1.1059 2020-10-07 05:12:42,201 - mmaction - INFO - Epoch [91][500/1413] lr: 4.349e-01, eta: 2 days, 16:50:27, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2470, top5_acc: 0.4749, loss_cls: 3.7550, loss: 3.7550, grad_norm: 1.1014 2020-10-07 05:13:01,759 - mmaction - INFO - Epoch [91][520/1413] lr: 4.349e-01, eta: 2 days, 16:50:06, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2478, top5_acc: 0.4723, loss_cls: 3.7366, loss: 3.7366, grad_norm: 1.0877 2020-10-07 05:13:21,408 - mmaction - INFO - Epoch [91][540/1413] lr: 4.349e-01, eta: 2 days, 16:49:45, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2448, top5_acc: 0.4789, loss_cls: 3.7329, loss: 3.7329, grad_norm: 1.0938 2020-10-07 05:13:41,013 - mmaction - INFO - Epoch [91][560/1413] lr: 4.349e-01, eta: 2 days, 16:49:24, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2564, top5_acc: 0.4846, loss_cls: 3.6647, loss: 3.6647, grad_norm: 1.1070 2020-10-07 05:14:00,619 - mmaction - INFO - Epoch [91][580/1413] lr: 4.349e-01, eta: 2 days, 16:49:02, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2391, top5_acc: 0.4745, loss_cls: 3.7637, loss: 3.7637, grad_norm: 1.1010 2020-10-07 05:14:20,237 - mmaction - INFO - Epoch [91][600/1413] lr: 4.349e-01, eta: 2 days, 16:48:41, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2536, top5_acc: 0.4813, loss_cls: 3.7188, loss: 3.7188, grad_norm: 1.0974 2020-10-07 05:14:39,858 - mmaction - INFO - Epoch [91][620/1413] lr: 4.349e-01, eta: 2 days, 16:48:20, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2483, top5_acc: 0.4727, loss_cls: 3.7432, loss: 3.7432, grad_norm: 1.0967 2020-10-07 05:14:59,609 - mmaction - INFO - Epoch [91][640/1413] lr: 4.349e-01, eta: 2 days, 16:47:59, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2475, top5_acc: 0.4797, loss_cls: 3.7258, loss: 3.7258, grad_norm: 1.0930 2020-10-07 05:15:19,227 - mmaction - INFO - Epoch [91][660/1413] lr: 4.349e-01, eta: 2 days, 16:47:38, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2520, top5_acc: 0.4777, loss_cls: 3.7288, loss: 3.7288, grad_norm: 1.1023 2020-10-07 05:15:38,870 - mmaction - INFO - Epoch [91][680/1413] lr: 4.349e-01, eta: 2 days, 16:47:17, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2448, top5_acc: 0.4711, loss_cls: 3.7525, loss: 3.7525, grad_norm: 1.0809 2020-10-07 05:15:58,467 - mmaction - INFO - Epoch [91][700/1413] lr: 4.349e-01, eta: 2 days, 16:46:55, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2611, top5_acc: 0.4892, loss_cls: 3.6813, loss: 3.6813, grad_norm: 1.0948 2020-10-07 05:16:18,056 - mmaction - INFO - Epoch [91][720/1413] lr: 4.349e-01, eta: 2 days, 16:46:34, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2471, top5_acc: 0.4895, loss_cls: 3.6789, loss: 3.6789, grad_norm: 1.1012 2020-10-07 05:16:37,748 - mmaction - INFO - Epoch [91][740/1413] lr: 4.349e-01, eta: 2 days, 16:46:13, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2460, top5_acc: 0.4632, loss_cls: 3.7803, loss: 3.7803, grad_norm: 1.0945 2020-10-07 05:16:57,426 - mmaction - INFO - Epoch [91][760/1413] lr: 4.349e-01, eta: 2 days, 16:45:52, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2486, top5_acc: 0.4757, loss_cls: 3.7394, loss: 3.7394, grad_norm: 1.1053 2020-10-07 05:17:16,999 - mmaction - INFO - Epoch [91][780/1413] lr: 4.349e-01, eta: 2 days, 16:45:31, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2491, top5_acc: 0.4783, loss_cls: 3.7416, loss: 3.7416, grad_norm: 1.0893 2020-10-07 05:17:36,680 - mmaction - INFO - Epoch [91][800/1413] lr: 4.349e-01, eta: 2 days, 16:45:10, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2480, top5_acc: 0.4812, loss_cls: 3.7328, loss: 3.7328, grad_norm: 1.0724 2020-10-07 05:17:56,208 - mmaction - INFO - Epoch [91][820/1413] lr: 4.349e-01, eta: 2 days, 16:44:48, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2531, top5_acc: 0.4833, loss_cls: 3.6998, loss: 3.6998, grad_norm: 1.1027 2020-10-07 05:18:15,829 - mmaction - INFO - Epoch [91][840/1413] lr: 4.349e-01, eta: 2 days, 16:44:27, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2475, top5_acc: 0.4724, loss_cls: 3.7545, loss: 3.7545, grad_norm: 1.1019 2020-10-07 05:18:35,418 - mmaction - INFO - Epoch [91][860/1413] lr: 4.349e-01, eta: 2 days, 16:44:06, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2513, top5_acc: 0.4801, loss_cls: 3.7183, loss: 3.7183, grad_norm: 1.0903 2020-10-07 05:18:55,033 - mmaction - INFO - Epoch [91][880/1413] lr: 4.349e-01, eta: 2 days, 16:43:45, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2419, top5_acc: 0.4725, loss_cls: 3.7449, loss: 3.7449, grad_norm: 1.0911 2020-10-07 05:19:14,560 - mmaction - INFO - Epoch [91][900/1413] lr: 4.349e-01, eta: 2 days, 16:43:23, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2523, top5_acc: 0.4732, loss_cls: 3.7640, loss: 3.7640, grad_norm: 1.1033 2020-10-07 05:19:34,187 - mmaction - INFO - Epoch [91][920/1413] lr: 4.349e-01, eta: 2 days, 16:43:02, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2454, top5_acc: 0.4793, loss_cls: 3.7289, loss: 3.7289, grad_norm: 1.0876 2020-10-07 05:19:53,801 - mmaction - INFO - Epoch [91][940/1413] lr: 4.349e-01, eta: 2 days, 16:42:41, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2496, top5_acc: 0.4749, loss_cls: 3.7412, loss: 3.7412, grad_norm: 1.1136 2020-10-07 05:20:13,377 - mmaction - INFO - Epoch [91][960/1413] lr: 4.349e-01, eta: 2 days, 16:42:19, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2368, top5_acc: 0.4734, loss_cls: 3.7475, loss: 3.7475, grad_norm: 1.0824 2020-10-07 05:20:32,815 - mmaction - INFO - Epoch [91][980/1413] lr: 4.349e-01, eta: 2 days, 16:41:57, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2385, top5_acc: 0.4682, loss_cls: 3.7793, loss: 3.7793, grad_norm: 1.0772 2020-10-07 05:20:52,391 - mmaction - INFO - Epoch [91][1000/1413] lr: 4.349e-01, eta: 2 days, 16:41:36, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2430, top5_acc: 0.4710, loss_cls: 3.7782, loss: 3.7782, grad_norm: 1.0794 2020-10-07 05:21:11,982 - mmaction - INFO - Epoch [91][1020/1413] lr: 4.349e-01, eta: 2 days, 16:41:15, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2484, top5_acc: 0.4703, loss_cls: 3.7592, loss: 3.7592, grad_norm: 1.1075 2020-10-07 05:21:31,498 - mmaction - INFO - Epoch [91][1040/1413] lr: 4.349e-01, eta: 2 days, 16:40:53, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2414, top5_acc: 0.4754, loss_cls: 3.7504, loss: 3.7504, grad_norm: 1.0885 2020-10-07 05:21:51,129 - mmaction - INFO - Epoch [91][1060/1413] lr: 4.349e-01, eta: 2 days, 16:40:32, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2510, top5_acc: 0.4789, loss_cls: 3.7552, loss: 3.7552, grad_norm: 1.0923 2020-10-07 05:22:10,705 - mmaction - INFO - Epoch [91][1080/1413] lr: 4.349e-01, eta: 2 days, 16:40:11, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2462, top5_acc: 0.4678, loss_cls: 3.7637, loss: 3.7637, grad_norm: 1.0755 2020-10-07 05:22:30,270 - mmaction - INFO - Epoch [91][1100/1413] lr: 4.349e-01, eta: 2 days, 16:39:49, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2592, top5_acc: 0.4897, loss_cls: 3.6629, loss: 3.6629, grad_norm: 1.1012 2020-10-07 05:22:49,936 - mmaction - INFO - Epoch [91][1120/1413] lr: 4.349e-01, eta: 2 days, 16:39:28, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2503, top5_acc: 0.4822, loss_cls: 3.7169, loss: 3.7169, grad_norm: 1.0941 2020-10-07 05:23:09,573 - mmaction - INFO - Epoch [91][1140/1413] lr: 4.349e-01, eta: 2 days, 16:39:07, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2487, top5_acc: 0.4674, loss_cls: 3.7961, loss: 3.7961, grad_norm: 1.0854 2020-10-07 05:23:29,168 - mmaction - INFO - Epoch [91][1160/1413] lr: 4.349e-01, eta: 2 days, 16:38:46, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2509, top5_acc: 0.4742, loss_cls: 3.7308, loss: 3.7308, grad_norm: 1.0922 2020-10-07 05:23:48,796 - mmaction - INFO - Epoch [91][1180/1413] lr: 4.349e-01, eta: 2 days, 16:38:25, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2434, top5_acc: 0.4733, loss_cls: 3.7679, loss: 3.7679, grad_norm: 1.0812 2020-10-07 05:24:08,312 - mmaction - INFO - Epoch [91][1200/1413] lr: 4.349e-01, eta: 2 days, 16:38:03, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2533, top5_acc: 0.4757, loss_cls: 3.7518, loss: 3.7518, grad_norm: 1.1000 2020-10-07 05:24:27,895 - mmaction - INFO - Epoch [91][1220/1413] lr: 4.349e-01, eta: 2 days, 16:37:42, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2389, top5_acc: 0.4652, loss_cls: 3.7775, loss: 3.7775, grad_norm: 1.0870 2020-10-07 05:24:47,587 - mmaction - INFO - Epoch [91][1240/1413] lr: 4.349e-01, eta: 2 days, 16:37:21, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2560, top5_acc: 0.4844, loss_cls: 3.7202, loss: 3.7202, grad_norm: 1.0775 2020-10-07 05:25:07,070 - mmaction - INFO - Epoch [91][1260/1413] lr: 4.349e-01, eta: 2 days, 16:36:59, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2479, top5_acc: 0.4823, loss_cls: 3.7157, loss: 3.7157, grad_norm: 1.0960 2020-10-07 05:25:26,635 - mmaction - INFO - Epoch [91][1280/1413] lr: 4.349e-01, eta: 2 days, 16:36:38, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2540, top5_acc: 0.4794, loss_cls: 3.7195, loss: 3.7195, grad_norm: 1.0918 2020-10-07 05:25:46,271 - mmaction - INFO - Epoch [91][1300/1413] lr: 4.349e-01, eta: 2 days, 16:36:17, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2424, top5_acc: 0.4781, loss_cls: 3.7447, loss: 3.7447, grad_norm: 1.1001 2020-10-07 05:26:05,915 - mmaction - INFO - Epoch [91][1320/1413] lr: 4.349e-01, eta: 2 days, 16:35:55, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2426, top5_acc: 0.4720, loss_cls: 3.7795, loss: 3.7795, grad_norm: 1.0771 2020-10-07 05:26:25,420 - mmaction - INFO - Epoch [91][1340/1413] lr: 4.349e-01, eta: 2 days, 16:35:34, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2477, top5_acc: 0.4741, loss_cls: 3.7328, loss: 3.7328, grad_norm: 1.0812 2020-10-07 05:26:45,044 - mmaction - INFO - Epoch [91][1360/1413] lr: 4.349e-01, eta: 2 days, 16:35:13, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2362, top5_acc: 0.4708, loss_cls: 3.7675, loss: 3.7675, grad_norm: 1.1048 2020-10-07 05:27:04,586 - mmaction - INFO - Epoch [91][1380/1413] lr: 4.349e-01, eta: 2 days, 16:34:51, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2507, top5_acc: 0.4743, loss_cls: 3.7510, loss: 3.7510, grad_norm: 1.0717 2020-10-07 05:27:24,266 - mmaction - INFO - Epoch [91][1400/1413] lr: 4.349e-01, eta: 2 days, 16:34:30, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2525, top5_acc: 0.4797, loss_cls: 3.7076, loss: 3.7076, grad_norm: 1.0965 2020-10-07 05:28:29,988 - mmaction - INFO - Epoch [92][20/1413] lr: 4.316e-01, eta: 2 days, 16:35:13, time: 2.633, data_time: 1.528, memory: 8482, top1_acc: 0.2544, top5_acc: 0.4799, loss_cls: 3.7130, loss: 3.7130, grad_norm: 1.1203 2020-10-07 05:28:51,198 - mmaction - INFO - Epoch [92][40/1413] lr: 4.316e-01, eta: 2 days, 16:34:58, time: 1.061, data_time: 0.002, memory: 8482, top1_acc: 0.2490, top5_acc: 0.4793, loss_cls: 3.7216, loss: 3.7216, grad_norm: 1.0888 2020-10-07 05:29:12,438 - mmaction - INFO - Epoch [92][60/1413] lr: 4.316e-01, eta: 2 days, 16:34:43, time: 1.061, data_time: 0.001, memory: 8482, top1_acc: 0.2490, top5_acc: 0.4801, loss_cls: 3.7244, loss: 3.7244, grad_norm: 1.0934 2020-10-07 05:29:33,682 - mmaction - INFO - Epoch [92][80/1413] lr: 4.316e-01, eta: 2 days, 16:34:28, time: 1.064, data_time: 0.003, memory: 8482, top1_acc: 0.2496, top5_acc: 0.4831, loss_cls: 3.6994, loss: 3.6994, grad_norm: 1.0979 2020-10-07 05:29:54,941 - mmaction - INFO - Epoch [92][100/1413] lr: 4.316e-01, eta: 2 days, 16:34:13, time: 1.062, data_time: 0.002, memory: 8482, top1_acc: 0.2500, top5_acc: 0.4743, loss_cls: 3.7172, loss: 3.7172, grad_norm: 1.0855 2020-10-07 05:30:15,296 - mmaction - INFO - Epoch [92][120/1413] lr: 4.316e-01, eta: 2 days, 16:33:55, time: 1.018, data_time: 0.002, memory: 8482, top1_acc: 0.2493, top5_acc: 0.4779, loss_cls: 3.7329, loss: 3.7329, grad_norm: 1.0967 2020-10-07 05:30:36,549 - mmaction - INFO - Epoch [92][140/1413] lr: 4.316e-01, eta: 2 days, 16:33:40, time: 1.063, data_time: 0.002, memory: 8482, top1_acc: 0.2487, top5_acc: 0.4734, loss_cls: 3.7316, loss: 3.7316, grad_norm: 1.0899 2020-10-07 05:30:57,766 - mmaction - INFO - Epoch [92][160/1413] lr: 4.316e-01, eta: 2 days, 16:33:25, time: 1.060, data_time: 0.002, memory: 8482, top1_acc: 0.2602, top5_acc: 0.4836, loss_cls: 3.6901, loss: 3.6901, grad_norm: 1.0866 2020-10-07 05:31:18,999 - mmaction - INFO - Epoch [92][180/1413] lr: 4.316e-01, eta: 2 days, 16:33:10, time: 1.061, data_time: 0.002, memory: 8482, top1_acc: 0.2504, top5_acc: 0.4785, loss_cls: 3.7248, loss: 3.7248, grad_norm: 1.1221 2020-10-07 05:31:40,194 - mmaction - INFO - Epoch [92][200/1413] lr: 4.316e-01, eta: 2 days, 16:32:54, time: 1.060, data_time: 0.002, memory: 8482, top1_acc: 0.2469, top5_acc: 0.4784, loss_cls: 3.7144, loss: 3.7144, grad_norm: 1.0975 2020-10-07 05:32:01,349 - mmaction - INFO - Epoch [92][220/1413] lr: 4.316e-01, eta: 2 days, 16:32:39, time: 1.058, data_time: 0.002, memory: 8482, top1_acc: 0.2456, top5_acc: 0.4785, loss_cls: 3.7382, loss: 3.7382, grad_norm: 1.0889 2020-10-07 05:32:22,553 - mmaction - INFO - Epoch [92][240/1413] lr: 4.316e-01, eta: 2 days, 16:32:24, time: 1.061, data_time: 0.002, memory: 8482, top1_acc: 0.2496, top5_acc: 0.4779, loss_cls: 3.7238, loss: 3.7238, grad_norm: 1.0946 2020-10-07 05:32:43,835 - mmaction - INFO - Epoch [92][260/1413] lr: 4.316e-01, eta: 2 days, 16:32:09, time: 1.063, data_time: 0.002, memory: 8482, top1_acc: 0.2470, top5_acc: 0.4767, loss_cls: 3.7484, loss: 3.7484, grad_norm: 1.0868 2020-10-07 05:33:05,092 - mmaction - INFO - Epoch [92][280/1413] lr: 4.316e-01, eta: 2 days, 16:31:54, time: 1.064, data_time: 0.002, memory: 8482, top1_acc: 0.2553, top5_acc: 0.4914, loss_cls: 3.6768, loss: 3.6768, grad_norm: 1.0924 2020-10-07 05:33:26,324 - mmaction - INFO - Epoch [92][300/1413] lr: 4.316e-01, eta: 2 days, 16:31:39, time: 1.061, data_time: 0.001, memory: 8482, top1_acc: 0.2410, top5_acc: 0.4732, loss_cls: 3.7563, loss: 3.7563, grad_norm: 1.1033 2020-10-07 05:33:47,575 - mmaction - INFO - Epoch [92][320/1413] lr: 4.316e-01, eta: 2 days, 16:31:24, time: 1.063, data_time: 0.002, memory: 8482, top1_acc: 0.2615, top5_acc: 0.4854, loss_cls: 3.6863, loss: 3.6863, grad_norm: 1.0873 2020-10-07 05:34:08,796 - mmaction - INFO - Epoch [92][340/1413] lr: 4.316e-01, eta: 2 days, 16:31:09, time: 1.060, data_time: 0.001, memory: 8482, top1_acc: 0.2504, top5_acc: 0.4806, loss_cls: 3.7027, loss: 3.7027, grad_norm: 1.1088 2020-10-07 05:34:29,945 - mmaction - INFO - Epoch [92][360/1413] lr: 4.316e-01, eta: 2 days, 16:30:53, time: 1.058, data_time: 0.003, memory: 8482, top1_acc: 0.2470, top5_acc: 0.4875, loss_cls: 3.6792, loss: 3.6792, grad_norm: 1.0940 2020-10-07 05:34:51,137 - mmaction - INFO - Epoch [92][380/1413] lr: 4.316e-01, eta: 2 days, 16:30:38, time: 1.060, data_time: 0.002, memory: 8482, top1_acc: 0.2516, top5_acc: 0.4783, loss_cls: 3.7407, loss: 3.7407, grad_norm: 1.1001 2020-10-07 05:35:12,438 - mmaction - INFO - Epoch [92][400/1413] lr: 4.316e-01, eta: 2 days, 16:30:23, time: 1.066, data_time: 0.001, memory: 8482, top1_acc: 0.2512, top5_acc: 0.4840, loss_cls: 3.7179, loss: 3.7179, grad_norm: 1.1049 2020-10-07 05:35:33,664 - mmaction - INFO - Epoch [92][420/1413] lr: 4.316e-01, eta: 2 days, 16:30:08, time: 1.061, data_time: 0.001, memory: 8482, top1_acc: 0.2430, top5_acc: 0.4741, loss_cls: 3.7661, loss: 3.7661, grad_norm: 1.0841 2020-10-07 05:35:54,907 - mmaction - INFO - Epoch [92][440/1413] lr: 4.316e-01, eta: 2 days, 16:29:53, time: 1.061, data_time: 0.002, memory: 8482, top1_acc: 0.2544, top5_acc: 0.4762, loss_cls: 3.7419, loss: 3.7419, grad_norm: 1.0995 2020-10-07 05:36:16,116 - mmaction - INFO - Epoch [92][460/1413] lr: 4.316e-01, eta: 2 days, 16:29:38, time: 1.061, data_time: 0.002, memory: 8482, top1_acc: 0.2538, top5_acc: 0.4887, loss_cls: 3.6798, loss: 3.6798, grad_norm: 1.0996 2020-10-07 05:36:37,387 - mmaction - INFO - Epoch [92][480/1413] lr: 4.316e-01, eta: 2 days, 16:29:23, time: 1.064, data_time: 0.002, memory: 8482, top1_acc: 0.2530, top5_acc: 0.4868, loss_cls: 3.7052, loss: 3.7052, grad_norm: 1.0979 2020-10-07 05:36:58,665 - mmaction - INFO - Epoch [92][500/1413] lr: 4.316e-01, eta: 2 days, 16:29:08, time: 1.064, data_time: 0.002, memory: 8482, top1_acc: 0.2428, top5_acc: 0.4693, loss_cls: 3.7507, loss: 3.7507, grad_norm: 1.0802 2020-10-07 05:37:19,903 - mmaction - INFO - Epoch [92][520/1413] lr: 4.316e-01, eta: 2 days, 16:28:53, time: 1.061, data_time: 0.002, memory: 8482, top1_acc: 0.2534, top5_acc: 0.4768, loss_cls: 3.7469, loss: 3.7469, grad_norm: 1.0983 2020-10-07 05:37:41,090 - mmaction - INFO - Epoch [92][540/1413] lr: 4.316e-01, eta: 2 days, 16:28:38, time: 1.060, data_time: 0.002, memory: 8482, top1_acc: 0.2493, top5_acc: 0.4798, loss_cls: 3.7268, loss: 3.7268, grad_norm: 1.0875 2020-10-07 05:38:02,382 - mmaction - INFO - Epoch [92][560/1413] lr: 4.316e-01, eta: 2 days, 16:28:23, time: 1.065, data_time: 0.002, memory: 8482, top1_acc: 0.2441, top5_acc: 0.4785, loss_cls: 3.7297, loss: 3.7297, grad_norm: 1.1059 2020-10-07 05:38:23,622 - mmaction - INFO - Epoch [92][580/1413] lr: 4.316e-01, eta: 2 days, 16:28:08, time: 1.062, data_time: 0.001, memory: 8482, top1_acc: 0.2466, top5_acc: 0.4767, loss_cls: 3.7238, loss: 3.7238, grad_norm: 1.0966 2020-10-07 05:38:44,872 - mmaction - INFO - Epoch [92][600/1413] lr: 4.316e-01, eta: 2 days, 16:27:53, time: 1.062, data_time: 0.002, memory: 8482, top1_acc: 0.2477, top5_acc: 0.4763, loss_cls: 3.7318, loss: 3.7318, grad_norm: 1.0889 2020-10-07 05:39:06,082 - mmaction - INFO - Epoch [92][620/1413] lr: 4.316e-01, eta: 2 days, 16:27:37, time: 1.060, data_time: 0.001, memory: 8482, top1_acc: 0.2439, top5_acc: 0.4805, loss_cls: 3.7386, loss: 3.7386, grad_norm: 1.0989 2020-10-07 05:39:27,286 - mmaction - INFO - Epoch [92][640/1413] lr: 4.316e-01, eta: 2 days, 16:27:22, time: 1.060, data_time: 0.002, memory: 8482, top1_acc: 0.2517, top5_acc: 0.4730, loss_cls: 3.7467, loss: 3.7467, grad_norm: 1.0867 2020-10-07 05:39:48,520 - mmaction - INFO - Epoch [92][660/1413] lr: 4.316e-01, eta: 2 days, 16:27:07, time: 1.062, data_time: 0.003, memory: 8482, top1_acc: 0.2362, top5_acc: 0.4658, loss_cls: 3.8015, loss: 3.8015, grad_norm: 1.1027 2020-10-07 05:40:09,756 - mmaction - INFO - Epoch [92][680/1413] lr: 4.316e-01, eta: 2 days, 16:26:52, time: 1.062, data_time: 0.002, memory: 8482, top1_acc: 0.2527, top5_acc: 0.4720, loss_cls: 3.7320, loss: 3.7320, grad_norm: 1.0877 2020-10-07 05:40:30,971 - mmaction - INFO - Epoch [92][700/1413] lr: 4.316e-01, eta: 2 days, 16:26:37, time: 1.061, data_time: 0.002, memory: 8482, top1_acc: 0.2449, top5_acc: 0.4721, loss_cls: 3.7446, loss: 3.7446, grad_norm: 1.1055 2020-10-07 05:40:52,222 - mmaction - INFO - Epoch [92][720/1413] lr: 4.316e-01, eta: 2 days, 16:26:22, time: 1.062, data_time: 0.002, memory: 8482, top1_acc: 0.2430, top5_acc: 0.4708, loss_cls: 3.7674, loss: 3.7674, grad_norm: 1.1036 2020-10-07 05:41:13,461 - mmaction - INFO - Epoch [92][740/1413] lr: 4.316e-01, eta: 2 days, 16:26:06, time: 1.063, data_time: 0.002, memory: 8482, top1_acc: 0.2432, top5_acc: 0.4677, loss_cls: 3.7753, loss: 3.7753, grad_norm: 1.0973 2020-10-07 05:41:34,662 - mmaction - INFO - Epoch [92][760/1413] lr: 4.316e-01, eta: 2 days, 16:25:51, time: 1.061, data_time: 0.002, memory: 8482, top1_acc: 0.2421, top5_acc: 0.4730, loss_cls: 3.7637, loss: 3.7637, grad_norm: 1.0924 2020-10-07 05:41:55,908 - mmaction - INFO - Epoch [92][780/1413] lr: 4.316e-01, eta: 2 days, 16:25:36, time: 1.062, data_time: 0.002, memory: 8482, top1_acc: 0.2447, top5_acc: 0.4773, loss_cls: 3.7572, loss: 3.7572, grad_norm: 1.0889 2020-10-07 05:42:17,116 - mmaction - INFO - Epoch [92][800/1413] lr: 4.316e-01, eta: 2 days, 16:25:21, time: 1.060, data_time: 0.002, memory: 8482, top1_acc: 0.2539, top5_acc: 0.4802, loss_cls: 3.6982, loss: 3.6982, grad_norm: 1.0965 2020-10-07 05:42:38,301 - mmaction - INFO - Epoch [92][820/1413] lr: 4.316e-01, eta: 2 days, 16:25:05, time: 1.060, data_time: 0.002, memory: 8482, top1_acc: 0.2518, top5_acc: 0.4766, loss_cls: 3.7064, loss: 3.7064, grad_norm: 1.1004 2020-10-07 05:42:59,491 - mmaction - INFO - Epoch [92][840/1413] lr: 4.316e-01, eta: 2 days, 16:24:50, time: 1.060, data_time: 0.001, memory: 8482, top1_acc: 0.2340, top5_acc: 0.4745, loss_cls: 3.7981, loss: 3.7981, grad_norm: 1.1240 2020-10-07 05:43:20,702 - mmaction - INFO - Epoch [92][860/1413] lr: 4.316e-01, eta: 2 days, 16:24:35, time: 1.060, data_time: 0.001, memory: 8482, top1_acc: 0.2486, top5_acc: 0.4797, loss_cls: 3.7215, loss: 3.7215, grad_norm: 1.0728 2020-10-07 05:43:41,941 - mmaction - INFO - Epoch [92][880/1413] lr: 4.316e-01, eta: 2 days, 16:24:20, time: 1.062, data_time: 0.002, memory: 8482, top1_acc: 0.2440, top5_acc: 0.4669, loss_cls: 3.7670, loss: 3.7670, grad_norm: 1.1009 2020-10-07 05:44:03,124 - mmaction - INFO - Epoch [92][900/1413] lr: 4.316e-01, eta: 2 days, 16:24:04, time: 1.059, data_time: 0.001, memory: 8482, top1_acc: 0.2543, top5_acc: 0.4816, loss_cls: 3.7243, loss: 3.7243, grad_norm: 1.1054 2020-10-07 05:44:24,312 - mmaction - INFO - Epoch [92][920/1413] lr: 4.316e-01, eta: 2 days, 16:23:49, time: 1.059, data_time: 0.002, memory: 8482, top1_acc: 0.2391, top5_acc: 0.4668, loss_cls: 3.7811, loss: 3.7811, grad_norm: 1.0901 2020-10-07 05:44:45,467 - mmaction - INFO - Epoch [92][940/1413] lr: 4.316e-01, eta: 2 days, 16:23:33, time: 1.058, data_time: 0.002, memory: 8482, top1_acc: 0.2466, top5_acc: 0.4707, loss_cls: 3.7465, loss: 3.7465, grad_norm: 1.1037 2020-10-07 05:45:06,704 - mmaction - INFO - Epoch [92][960/1413] lr: 4.316e-01, eta: 2 days, 16:23:18, time: 1.061, data_time: 0.001, memory: 8482, top1_acc: 0.2540, top5_acc: 0.4871, loss_cls: 3.6990, loss: 3.6990, grad_norm: 1.0900 2020-10-07 05:45:27,877 - mmaction - INFO - Epoch [92][980/1413] lr: 4.316e-01, eta: 2 days, 16:23:03, time: 1.060, data_time: 0.003, memory: 8482, top1_acc: 0.2451, top5_acc: 0.4743, loss_cls: 3.7399, loss: 3.7399, grad_norm: 1.0963 2020-10-07 05:45:49,081 - mmaction - INFO - Epoch [92][1000/1413] lr: 4.316e-01, eta: 2 days, 16:22:48, time: 1.060, data_time: 0.001, memory: 8482, top1_acc: 0.2419, top5_acc: 0.4716, loss_cls: 3.7528, loss: 3.7528, grad_norm: 1.0973 2020-10-07 05:46:10,287 - mmaction - INFO - Epoch [92][1020/1413] lr: 4.316e-01, eta: 2 days, 16:22:32, time: 1.060, data_time: 0.001, memory: 8482, top1_acc: 0.2552, top5_acc: 0.4842, loss_cls: 3.7077, loss: 3.7077, grad_norm: 1.0996 2020-10-07 05:46:31,513 - mmaction - INFO - Epoch [92][1040/1413] lr: 4.316e-01, eta: 2 days, 16:22:17, time: 1.061, data_time: 0.001, memory: 8482, top1_acc: 0.2543, top5_acc: 0.4802, loss_cls: 3.7044, loss: 3.7044, grad_norm: 1.0964 2020-10-07 05:46:52,664 - mmaction - INFO - Epoch [92][1060/1413] lr: 4.316e-01, eta: 2 days, 16:22:01, time: 1.057, data_time: 0.002, memory: 8482, top1_acc: 0.2460, top5_acc: 0.4759, loss_cls: 3.7483, loss: 3.7483, grad_norm: 1.0936 2020-10-07 05:47:13,842 - mmaction - INFO - Epoch [92][1080/1413] lr: 4.316e-01, eta: 2 days, 16:21:46, time: 1.059, data_time: 0.001, memory: 8482, top1_acc: 0.2514, top5_acc: 0.4789, loss_cls: 3.7028, loss: 3.7028, grad_norm: 1.0761 2020-10-07 05:47:35,029 - mmaction - INFO - Epoch [92][1100/1413] lr: 4.316e-01, eta: 2 days, 16:21:31, time: 1.060, data_time: 0.003, memory: 8482, top1_acc: 0.2559, top5_acc: 0.4781, loss_cls: 3.7140, loss: 3.7140, grad_norm: 1.1017 2020-10-07 05:47:56,249 - mmaction - INFO - Epoch [92][1120/1413] lr: 4.316e-01, eta: 2 days, 16:21:15, time: 1.060, data_time: 0.002, memory: 8482, top1_acc: 0.2505, top5_acc: 0.4740, loss_cls: 3.7373, loss: 3.7373, grad_norm: 1.1081 2020-10-07 05:48:17,437 - mmaction - INFO - Epoch [92][1140/1413] lr: 4.316e-01, eta: 2 days, 16:21:00, time: 1.059, data_time: 0.003, memory: 8482, top1_acc: 0.2556, top5_acc: 0.4789, loss_cls: 3.7198, loss: 3.7198, grad_norm: 1.1007 2020-10-07 05:48:38,640 - mmaction - INFO - Epoch [92][1160/1413] lr: 4.316e-01, eta: 2 days, 16:20:45, time: 1.061, data_time: 0.002, memory: 8482, top1_acc: 0.2445, top5_acc: 0.4742, loss_cls: 3.7536, loss: 3.7536, grad_norm: 1.0897 2020-10-07 05:48:59,846 - mmaction - INFO - Epoch [92][1180/1413] lr: 4.316e-01, eta: 2 days, 16:20:29, time: 1.061, data_time: 0.002, memory: 8482, top1_acc: 0.2570, top5_acc: 0.4822, loss_cls: 3.7284, loss: 3.7284, grad_norm: 1.1055 2020-10-07 05:49:21,070 - mmaction - INFO - Epoch [92][1200/1413] lr: 4.316e-01, eta: 2 days, 16:20:14, time: 1.060, data_time: 0.001, memory: 8482, top1_acc: 0.2418, top5_acc: 0.4639, loss_cls: 3.7976, loss: 3.7976, grad_norm: 1.0795 2020-10-07 05:49:42,278 - mmaction - INFO - Epoch [92][1220/1413] lr: 4.316e-01, eta: 2 days, 16:19:59, time: 1.061, data_time: 0.002, memory: 8482, top1_acc: 0.2543, top5_acc: 0.4805, loss_cls: 3.7521, loss: 3.7521, grad_norm: 1.0961 2020-10-07 05:50:03,466 - mmaction - INFO - Epoch [92][1240/1413] lr: 4.316e-01, eta: 2 days, 16:19:43, time: 1.060, data_time: 0.001, memory: 8482, top1_acc: 0.2513, top5_acc: 0.4789, loss_cls: 3.7288, loss: 3.7288, grad_norm: 1.0803 2020-10-07 05:50:24,696 - mmaction - INFO - Epoch [92][1260/1413] lr: 4.316e-01, eta: 2 days, 16:19:28, time: 1.062, data_time: 0.001, memory: 8482, top1_acc: 0.2500, top5_acc: 0.4775, loss_cls: 3.7372, loss: 3.7372, grad_norm: 1.0899 2020-10-07 05:50:45,905 - mmaction - INFO - Epoch [92][1280/1413] lr: 4.316e-01, eta: 2 days, 16:19:13, time: 1.060, data_time: 0.001, memory: 8482, top1_acc: 0.2490, top5_acc: 0.4792, loss_cls: 3.7078, loss: 3.7078, grad_norm: 1.0801 2020-10-07 05:51:07,127 - mmaction - INFO - Epoch [92][1300/1413] lr: 4.316e-01, eta: 2 days, 16:18:57, time: 1.060, data_time: 0.001, memory: 8482, top1_acc: 0.2530, top5_acc: 0.4806, loss_cls: 3.7026, loss: 3.7026, grad_norm: 1.0774 2020-10-07 05:51:28,297 - mmaction - INFO - Epoch [92][1320/1413] lr: 4.316e-01, eta: 2 days, 16:18:42, time: 1.059, data_time: 0.002, memory: 8482, top1_acc: 0.2544, top5_acc: 0.4763, loss_cls: 3.7230, loss: 3.7230, grad_norm: 1.1035 2020-10-07 05:51:49,500 - mmaction - INFO - Epoch [92][1340/1413] lr: 4.316e-01, eta: 2 days, 16:18:26, time: 1.060, data_time: 0.001, memory: 8482, top1_acc: 0.2526, top5_acc: 0.4792, loss_cls: 3.7168, loss: 3.7168, grad_norm: 1.0895 2020-10-07 05:52:10,707 - mmaction - INFO - Epoch [92][1360/1413] lr: 4.316e-01, eta: 2 days, 16:18:11, time: 1.061, data_time: 0.001, memory: 8482, top1_acc: 0.2432, top5_acc: 0.4710, loss_cls: 3.7804, loss: 3.7804, grad_norm: 1.1019 2020-10-07 05:52:31,938 - mmaction - INFO - Epoch [92][1380/1413] lr: 4.316e-01, eta: 2 days, 16:17:56, time: 1.062, data_time: 0.002, memory: 8482, top1_acc: 0.2478, top5_acc: 0.4823, loss_cls: 3.7059, loss: 3.7059, grad_norm: 1.0785 2020-10-07 05:52:53,173 - mmaction - INFO - Epoch [92][1400/1413] lr: 4.316e-01, eta: 2 days, 16:17:40, time: 1.062, data_time: 0.001, memory: 8482, top1_acc: 0.2527, top5_acc: 0.4868, loss_cls: 3.7007, loss: 3.7007, grad_norm: 1.0987 2020-10-07 05:53:58,101 - mmaction - INFO - Epoch [93][20/1413] lr: 4.283e-01, eta: 2 days, 16:18:13, time: 2.534, data_time: 1.415, memory: 8482, top1_acc: 0.2510, top5_acc: 0.4763, loss_cls: 3.7193, loss: 3.7193, grad_norm: 1.0954 2020-10-07 05:54:17,455 - mmaction - INFO - Epoch [93][40/1413] lr: 4.283e-01, eta: 2 days, 16:17:51, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.2557, top5_acc: 0.4870, loss_cls: 3.6689, loss: 3.6689, grad_norm: 1.0911 2020-10-07 05:54:37,175 - mmaction - INFO - Epoch [93][60/1413] lr: 4.283e-01, eta: 2 days, 16:17:30, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2573, top5_acc: 0.4846, loss_cls: 3.6893, loss: 3.6893, grad_norm: 1.0985 2020-10-07 05:54:56,807 - mmaction - INFO - Epoch [93][80/1413] lr: 4.283e-01, eta: 2 days, 16:17:09, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2568, top5_acc: 0.4833, loss_cls: 3.6873, loss: 3.6873, grad_norm: 1.1022 2020-10-07 05:55:16,369 - mmaction - INFO - Epoch [93][100/1413] lr: 4.283e-01, eta: 2 days, 16:16:47, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2480, top5_acc: 0.4797, loss_cls: 3.7202, loss: 3.7202, grad_norm: 1.1081 2020-10-07 05:55:36,005 - mmaction - INFO - Epoch [93][120/1413] lr: 4.283e-01, eta: 2 days, 16:16:26, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2492, top5_acc: 0.4832, loss_cls: 3.7048, loss: 3.7048, grad_norm: 1.1014 2020-10-07 05:55:55,729 - mmaction - INFO - Epoch [93][140/1413] lr: 4.283e-01, eta: 2 days, 16:16:05, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.2421, top5_acc: 0.4680, loss_cls: 3.7476, loss: 3.7476, grad_norm: 1.0996 2020-10-07 05:56:15,409 - mmaction - INFO - Epoch [93][160/1413] lr: 4.283e-01, eta: 2 days, 16:15:44, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2443, top5_acc: 0.4712, loss_cls: 3.7881, loss: 3.7881, grad_norm: 1.0953 2020-10-07 05:56:35,085 - mmaction - INFO - Epoch [93][180/1413] lr: 4.283e-01, eta: 2 days, 16:15:23, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2529, top5_acc: 0.4862, loss_cls: 3.6872, loss: 3.6872, grad_norm: 1.0962 2020-10-07 05:56:54,767 - mmaction - INFO - Epoch [93][200/1413] lr: 4.283e-01, eta: 2 days, 16:15:02, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2443, top5_acc: 0.4805, loss_cls: 3.7243, loss: 3.7243, grad_norm: 1.1024 2020-10-07 05:57:14,504 - mmaction - INFO - Epoch [93][220/1413] lr: 4.283e-01, eta: 2 days, 16:14:41, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2496, top5_acc: 0.4865, loss_cls: 3.6747, loss: 3.6747, grad_norm: 1.1011 2020-10-07 05:57:34,114 - mmaction - INFO - Epoch [93][240/1413] lr: 4.283e-01, eta: 2 days, 16:14:20, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2470, top5_acc: 0.4810, loss_cls: 3.7203, loss: 3.7203, grad_norm: 1.1145 2020-10-07 05:57:53,865 - mmaction - INFO - Epoch [93][260/1413] lr: 4.283e-01, eta: 2 days, 16:13:59, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2384, top5_acc: 0.4732, loss_cls: 3.7822, loss: 3.7822, grad_norm: 1.0943 2020-10-07 05:58:13,438 - mmaction - INFO - Epoch [93][280/1413] lr: 4.283e-01, eta: 2 days, 16:13:37, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2484, top5_acc: 0.4818, loss_cls: 3.7402, loss: 3.7402, grad_norm: 1.1183 2020-10-07 05:58:33,285 - mmaction - INFO - Epoch [93][300/1413] lr: 4.283e-01, eta: 2 days, 16:13:17, time: 0.992, data_time: 0.001, memory: 8482, top1_acc: 0.2549, top5_acc: 0.4867, loss_cls: 3.6916, loss: 3.6916, grad_norm: 1.0883 2020-10-07 05:58:52,798 - mmaction - INFO - Epoch [93][320/1413] lr: 4.283e-01, eta: 2 days, 16:12:55, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2547, top5_acc: 0.4737, loss_cls: 3.7243, loss: 3.7243, grad_norm: 1.0990 2020-10-07 05:59:12,415 - mmaction - INFO - Epoch [93][340/1413] lr: 4.283e-01, eta: 2 days, 16:12:34, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2557, top5_acc: 0.4822, loss_cls: 3.7361, loss: 3.7361, grad_norm: 1.1092 2020-10-07 05:59:32,084 - mmaction - INFO - Epoch [93][360/1413] lr: 4.283e-01, eta: 2 days, 16:12:13, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2471, top5_acc: 0.4746, loss_cls: 3.7589, loss: 3.7589, grad_norm: 1.0986 2020-10-07 05:59:51,775 - mmaction - INFO - Epoch [93][380/1413] lr: 4.283e-01, eta: 2 days, 16:11:52, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2417, top5_acc: 0.4719, loss_cls: 3.7494, loss: 3.7494, grad_norm: 1.0944 2020-10-07 06:00:11,706 - mmaction - INFO - Epoch [93][400/1413] lr: 4.283e-01, eta: 2 days, 16:11:31, time: 0.998, data_time: 0.003, memory: 8482, top1_acc: 0.2490, top5_acc: 0.4842, loss_cls: 3.7112, loss: 3.7112, grad_norm: 1.0921 2020-10-07 06:00:31,205 - mmaction - INFO - Epoch [93][420/1413] lr: 4.283e-01, eta: 2 days, 16:11:10, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.2482, top5_acc: 0.4749, loss_cls: 3.7377, loss: 3.7377, grad_norm: 1.0923 2020-10-07 06:00:50,851 - mmaction - INFO - Epoch [93][440/1413] lr: 4.283e-01, eta: 2 days, 16:10:49, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2582, top5_acc: 0.4837, loss_cls: 3.6898, loss: 3.6898, grad_norm: 1.1129 2020-10-07 06:01:10,434 - mmaction - INFO - Epoch [93][460/1413] lr: 4.283e-01, eta: 2 days, 16:10:27, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2500, top5_acc: 0.4770, loss_cls: 3.7058, loss: 3.7058, grad_norm: 1.0842 2020-10-07 06:01:30,064 - mmaction - INFO - Epoch [93][480/1413] lr: 4.283e-01, eta: 2 days, 16:10:06, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2518, top5_acc: 0.4837, loss_cls: 3.7055, loss: 3.7055, grad_norm: 1.0907 2020-10-07 06:01:49,864 - mmaction - INFO - Epoch [93][500/1413] lr: 4.283e-01, eta: 2 days, 16:09:45, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.2510, top5_acc: 0.4831, loss_cls: 3.7102, loss: 3.7102, grad_norm: 1.1046 2020-10-07 06:02:09,426 - mmaction - INFO - Epoch [93][520/1413] lr: 4.283e-01, eta: 2 days, 16:09:24, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2556, top5_acc: 0.4773, loss_cls: 3.7062, loss: 3.7062, grad_norm: 1.0918 2020-10-07 06:02:29,058 - mmaction - INFO - Epoch [93][540/1413] lr: 4.283e-01, eta: 2 days, 16:09:02, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2487, top5_acc: 0.4745, loss_cls: 3.7330, loss: 3.7330, grad_norm: 1.1155 2020-10-07 06:02:48,689 - mmaction - INFO - Epoch [93][560/1413] lr: 4.283e-01, eta: 2 days, 16:08:41, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2546, top5_acc: 0.4848, loss_cls: 3.7130, loss: 3.7130, grad_norm: 1.1113 2020-10-07 06:03:08,313 - mmaction - INFO - Epoch [93][580/1413] lr: 4.283e-01, eta: 2 days, 16:08:20, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2430, top5_acc: 0.4766, loss_cls: 3.7320, loss: 3.7320, grad_norm: 1.0998 2020-10-07 06:03:27,853 - mmaction - INFO - Epoch [93][600/1413] lr: 4.283e-01, eta: 2 days, 16:07:58, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2492, top5_acc: 0.4810, loss_cls: 3.7218, loss: 3.7218, grad_norm: 1.0912 2020-10-07 06:03:47,529 - mmaction - INFO - Epoch [93][620/1413] lr: 4.283e-01, eta: 2 days, 16:07:37, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2516, top5_acc: 0.4898, loss_cls: 3.6843, loss: 3.6843, grad_norm: 1.1229 2020-10-07 06:04:07,106 - mmaction - INFO - Epoch [93][640/1413] lr: 4.283e-01, eta: 2 days, 16:07:16, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2490, top5_acc: 0.4832, loss_cls: 3.7222, loss: 3.7222, grad_norm: 1.0915 2020-10-07 06:04:26,794 - mmaction - INFO - Epoch [93][660/1413] lr: 4.283e-01, eta: 2 days, 16:06:55, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2534, top5_acc: 0.4812, loss_cls: 3.7429, loss: 3.7429, grad_norm: 1.0856 2020-10-07 06:04:46,382 - mmaction - INFO - Epoch [93][680/1413] lr: 4.283e-01, eta: 2 days, 16:06:33, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2475, top5_acc: 0.4813, loss_cls: 3.7198, loss: 3.7198, grad_norm: 1.0916 2020-10-07 06:05:06,017 - mmaction - INFO - Epoch [93][700/1413] lr: 4.283e-01, eta: 2 days, 16:06:12, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2523, top5_acc: 0.4833, loss_cls: 3.7041, loss: 3.7041, grad_norm: 1.0980 2020-10-07 06:05:25,629 - mmaction - INFO - Epoch [93][720/1413] lr: 4.283e-01, eta: 2 days, 16:05:51, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2520, top5_acc: 0.4759, loss_cls: 3.7197, loss: 3.7197, grad_norm: 1.0902 2020-10-07 06:05:45,151 - mmaction - INFO - Epoch [93][740/1413] lr: 4.283e-01, eta: 2 days, 16:05:29, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2440, top5_acc: 0.4730, loss_cls: 3.7589, loss: 3.7589, grad_norm: 1.1246 2020-10-07 06:06:04,851 - mmaction - INFO - Epoch [93][760/1413] lr: 4.283e-01, eta: 2 days, 16:05:08, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2504, top5_acc: 0.4749, loss_cls: 3.7418, loss: 3.7418, grad_norm: 1.0931 2020-10-07 06:06:24,534 - mmaction - INFO - Epoch [93][780/1413] lr: 4.283e-01, eta: 2 days, 16:04:47, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2586, top5_acc: 0.4875, loss_cls: 3.6668, loss: 3.6668, grad_norm: 1.0964 2020-10-07 06:06:44,100 - mmaction - INFO - Epoch [93][800/1413] lr: 4.283e-01, eta: 2 days, 16:04:26, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2564, top5_acc: 0.4859, loss_cls: 3.6928, loss: 3.6928, grad_norm: 1.1100 2020-10-07 06:07:03,687 - mmaction - INFO - Epoch [93][820/1413] lr: 4.283e-01, eta: 2 days, 16:04:04, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2480, top5_acc: 0.4706, loss_cls: 3.7635, loss: 3.7635, grad_norm: 1.0955 2020-10-07 06:07:23,340 - mmaction - INFO - Epoch [93][840/1413] lr: 4.283e-01, eta: 2 days, 16:03:43, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2447, top5_acc: 0.4777, loss_cls: 3.7280, loss: 3.7280, grad_norm: 1.1002 2020-10-07 06:07:43,105 - mmaction - INFO - Epoch [93][860/1413] lr: 4.283e-01, eta: 2 days, 16:03:22, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.2486, top5_acc: 0.4866, loss_cls: 3.6935, loss: 3.6935, grad_norm: 1.1056 2020-10-07 06:08:02,702 - mmaction - INFO - Epoch [93][880/1413] lr: 4.283e-01, eta: 2 days, 16:03:01, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2493, top5_acc: 0.4835, loss_cls: 3.7306, loss: 3.7306, grad_norm: 1.0987 2020-10-07 06:08:22,304 - mmaction - INFO - Epoch [93][900/1413] lr: 4.283e-01, eta: 2 days, 16:02:39, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2568, top5_acc: 0.4844, loss_cls: 3.7046, loss: 3.7046, grad_norm: 1.0971 2020-10-07 06:08:41,965 - mmaction - INFO - Epoch [93][920/1413] lr: 4.283e-01, eta: 2 days, 16:02:18, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2535, top5_acc: 0.4861, loss_cls: 3.6923, loss: 3.6923, grad_norm: 1.1006 2020-10-07 06:09:01,579 - mmaction - INFO - Epoch [93][940/1413] lr: 4.283e-01, eta: 2 days, 16:01:57, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2473, top5_acc: 0.4780, loss_cls: 3.7321, loss: 3.7321, grad_norm: 1.0987 2020-10-07 06:09:21,144 - mmaction - INFO - Epoch [93][960/1413] lr: 4.283e-01, eta: 2 days, 16:01:36, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2609, top5_acc: 0.4888, loss_cls: 3.6778, loss: 3.6778, grad_norm: 1.0995 2020-10-07 06:09:40,809 - mmaction - INFO - Epoch [93][980/1413] lr: 4.283e-01, eta: 2 days, 16:01:14, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2496, top5_acc: 0.4831, loss_cls: 3.7388, loss: 3.7388, grad_norm: 1.1190 2020-10-07 06:10:00,486 - mmaction - INFO - Epoch [93][1000/1413] lr: 4.283e-01, eta: 2 days, 16:00:53, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2479, top5_acc: 0.4736, loss_cls: 3.7446, loss: 3.7446, grad_norm: 1.0991 2020-10-07 06:10:20,089 - mmaction - INFO - Epoch [93][1020/1413] lr: 4.283e-01, eta: 2 days, 16:00:32, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2443, top5_acc: 0.4822, loss_cls: 3.7454, loss: 3.7454, grad_norm: 1.0805 2020-10-07 06:10:39,548 - mmaction - INFO - Epoch [93][1040/1413] lr: 4.283e-01, eta: 2 days, 16:00:10, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2581, top5_acc: 0.4897, loss_cls: 3.6767, loss: 3.6767, grad_norm: 1.1123 2020-10-07 06:10:59,152 - mmaction - INFO - Epoch [93][1060/1413] lr: 4.283e-01, eta: 2 days, 15:59:49, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2465, top5_acc: 0.4771, loss_cls: 3.7473, loss: 3.7473, grad_norm: 1.0996 2020-10-07 06:11:18,760 - mmaction - INFO - Epoch [93][1080/1413] lr: 4.283e-01, eta: 2 days, 15:59:28, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2604, top5_acc: 0.4826, loss_cls: 3.6873, loss: 3.6873, grad_norm: 1.1136 2020-10-07 06:11:38,338 - mmaction - INFO - Epoch [93][1100/1413] lr: 4.283e-01, eta: 2 days, 15:59:06, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2474, top5_acc: 0.4816, loss_cls: 3.7122, loss: 3.7122, grad_norm: 1.1191 2020-10-07 06:11:57,933 - mmaction - INFO - Epoch [93][1120/1413] lr: 4.283e-01, eta: 2 days, 15:58:45, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2533, top5_acc: 0.4844, loss_cls: 3.7303, loss: 3.7303, grad_norm: 1.0965 2020-10-07 06:12:17,543 - mmaction - INFO - Epoch [93][1140/1413] lr: 4.283e-01, eta: 2 days, 15:58:23, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2466, top5_acc: 0.4789, loss_cls: 3.7383, loss: 3.7383, grad_norm: 1.0909 2020-10-07 06:12:37,374 - mmaction - INFO - Epoch [93][1160/1413] lr: 4.283e-01, eta: 2 days, 15:58:03, time: 0.992, data_time: 0.002, memory: 8482, top1_acc: 0.2615, top5_acc: 0.4888, loss_cls: 3.6677, loss: 3.6677, grad_norm: 1.0999 2020-10-07 06:12:56,954 - mmaction - INFO - Epoch [93][1180/1413] lr: 4.283e-01, eta: 2 days, 15:57:42, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2521, top5_acc: 0.4759, loss_cls: 3.7290, loss: 3.7290, grad_norm: 1.1076 2020-10-07 06:13:16,624 - mmaction - INFO - Epoch [93][1200/1413] lr: 4.283e-01, eta: 2 days, 15:57:20, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2564, top5_acc: 0.4837, loss_cls: 3.6922, loss: 3.6922, grad_norm: 1.0927 2020-10-07 06:13:36,110 - mmaction - INFO - Epoch [93][1220/1413] lr: 4.283e-01, eta: 2 days, 15:56:59, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2525, top5_acc: 0.4815, loss_cls: 3.7160, loss: 3.7160, grad_norm: 1.1021 2020-10-07 06:13:55,614 - mmaction - INFO - Epoch [93][1240/1413] lr: 4.283e-01, eta: 2 days, 15:56:37, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2527, top5_acc: 0.4902, loss_cls: 3.6969, loss: 3.6969, grad_norm: 1.0984 2020-10-07 06:14:15,209 - mmaction - INFO - Epoch [93][1260/1413] lr: 4.283e-01, eta: 2 days, 15:56:16, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2534, top5_acc: 0.4871, loss_cls: 3.7034, loss: 3.7034, grad_norm: 1.1058 2020-10-07 06:14:34,879 - mmaction - INFO - Epoch [93][1280/1413] lr: 4.283e-01, eta: 2 days, 15:55:55, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2488, top5_acc: 0.4741, loss_cls: 3.7402, loss: 3.7402, grad_norm: 1.1055 2020-10-07 06:14:54,479 - mmaction - INFO - Epoch [93][1300/1413] lr: 4.283e-01, eta: 2 days, 15:55:33, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2419, top5_acc: 0.4729, loss_cls: 3.7615, loss: 3.7615, grad_norm: 1.1120 2020-10-07 06:15:14,123 - mmaction - INFO - Epoch [93][1320/1413] lr: 4.283e-01, eta: 2 days, 15:55:12, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2424, top5_acc: 0.4729, loss_cls: 3.7521, loss: 3.7521, grad_norm: 1.0932 2020-10-07 06:15:33,701 - mmaction - INFO - Epoch [93][1340/1413] lr: 4.283e-01, eta: 2 days, 15:54:51, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2470, top5_acc: 0.4715, loss_cls: 3.7676, loss: 3.7676, grad_norm: 1.1142 2020-10-07 06:15:53,454 - mmaction - INFO - Epoch [93][1360/1413] lr: 4.283e-01, eta: 2 days, 15:54:30, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2400, top5_acc: 0.4697, loss_cls: 3.7671, loss: 3.7671, grad_norm: 1.1083 2020-10-07 06:16:13,180 - mmaction - INFO - Epoch [93][1380/1413] lr: 4.283e-01, eta: 2 days, 15:54:09, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.2493, top5_acc: 0.4850, loss_cls: 3.7123, loss: 3.7123, grad_norm: 1.0884 2020-10-07 06:16:32,812 - mmaction - INFO - Epoch [93][1400/1413] lr: 4.283e-01, eta: 2 days, 15:53:48, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2488, top5_acc: 0.4767, loss_cls: 3.7479, loss: 3.7479, grad_norm: 1.0999 2020-10-07 06:17:41,720 - mmaction - INFO - Epoch [94][20/1413] lr: 4.249e-01, eta: 2 days, 15:54:32, time: 2.714, data_time: 1.672, memory: 8482, top1_acc: 0.2535, top5_acc: 0.4849, loss_cls: 3.7064, loss: 3.7064, grad_norm: 1.1311 2020-10-07 06:18:01,088 - mmaction - INFO - Epoch [94][40/1413] lr: 4.249e-01, eta: 2 days, 15:54:10, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.2544, top5_acc: 0.4807, loss_cls: 3.7177, loss: 3.7177, grad_norm: 1.0961 2020-10-07 06:18:20,672 - mmaction - INFO - Epoch [94][60/1413] lr: 4.249e-01, eta: 2 days, 15:53:48, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2549, top5_acc: 0.4923, loss_cls: 3.6857, loss: 3.6857, grad_norm: 1.0953 2020-10-07 06:18:40,271 - mmaction - INFO - Epoch [94][80/1413] lr: 4.249e-01, eta: 2 days, 15:53:27, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2535, top5_acc: 0.4797, loss_cls: 3.7440, loss: 3.7440, grad_norm: 1.0868 2020-10-07 06:18:59,964 - mmaction - INFO - Epoch [94][100/1413] lr: 4.249e-01, eta: 2 days, 15:53:06, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2523, top5_acc: 0.4835, loss_cls: 3.7029, loss: 3.7029, grad_norm: 1.0939 2020-10-07 06:19:19,588 - mmaction - INFO - Epoch [94][120/1413] lr: 4.249e-01, eta: 2 days, 15:52:45, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2529, top5_acc: 0.4837, loss_cls: 3.6956, loss: 3.6956, grad_norm: 1.1026 2020-10-07 06:19:39,165 - mmaction - INFO - Epoch [94][140/1413] lr: 4.249e-01, eta: 2 days, 15:52:23, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2522, top5_acc: 0.4850, loss_cls: 3.7081, loss: 3.7081, grad_norm: 1.1162 2020-10-07 06:19:58,772 - mmaction - INFO - Epoch [94][160/1413] lr: 4.249e-01, eta: 2 days, 15:52:02, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2479, top5_acc: 0.4816, loss_cls: 3.7198, loss: 3.7198, grad_norm: 1.0871 2020-10-07 06:20:18,259 - mmaction - INFO - Epoch [94][180/1413] lr: 4.249e-01, eta: 2 days, 15:51:40, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.2478, top5_acc: 0.4828, loss_cls: 3.7171, loss: 3.7171, grad_norm: 1.1182 2020-10-07 06:20:37,918 - mmaction - INFO - Epoch [94][200/1413] lr: 4.249e-01, eta: 2 days, 15:51:19, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2504, top5_acc: 0.4829, loss_cls: 3.6888, loss: 3.6888, grad_norm: 1.0986 2020-10-07 06:20:57,535 - mmaction - INFO - Epoch [94][220/1413] lr: 4.249e-01, eta: 2 days, 15:50:58, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2552, top5_acc: 0.4927, loss_cls: 3.6754, loss: 3.6754, grad_norm: 1.0935 2020-10-07 06:21:17,134 - mmaction - INFO - Epoch [94][240/1413] lr: 4.249e-01, eta: 2 days, 15:50:36, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2553, top5_acc: 0.4845, loss_cls: 3.7046, loss: 3.7046, grad_norm: 1.1206 2020-10-07 06:21:36,707 - mmaction - INFO - Epoch [94][260/1413] lr: 4.249e-01, eta: 2 days, 15:50:15, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2543, top5_acc: 0.4781, loss_cls: 3.7037, loss: 3.7037, grad_norm: 1.0948 2020-10-07 06:21:56,419 - mmaction - INFO - Epoch [94][280/1413] lr: 4.249e-01, eta: 2 days, 15:49:54, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2581, top5_acc: 0.4906, loss_cls: 3.6610, loss: 3.6610, grad_norm: 1.1249 2020-10-07 06:22:15,960 - mmaction - INFO - Epoch [94][300/1413] lr: 4.249e-01, eta: 2 days, 15:49:33, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2462, top5_acc: 0.4835, loss_cls: 3.6854, loss: 3.6854, grad_norm: 1.1020 2020-10-07 06:22:35,593 - mmaction - INFO - Epoch [94][320/1413] lr: 4.249e-01, eta: 2 days, 15:49:11, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2504, top5_acc: 0.4826, loss_cls: 3.7130, loss: 3.7130, grad_norm: 1.1080 2020-10-07 06:22:55,246 - mmaction - INFO - Epoch [94][340/1413] lr: 4.249e-01, eta: 2 days, 15:48:50, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2495, top5_acc: 0.4816, loss_cls: 3.7140, loss: 3.7140, grad_norm: 1.0969 2020-10-07 06:23:14,887 - mmaction - INFO - Epoch [94][360/1413] lr: 4.249e-01, eta: 2 days, 15:48:29, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2453, top5_acc: 0.4734, loss_cls: 3.7556, loss: 3.7556, grad_norm: 1.0903 2020-10-07 06:23:34,603 - mmaction - INFO - Epoch [94][380/1413] lr: 4.249e-01, eta: 2 days, 15:48:08, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2487, top5_acc: 0.4818, loss_cls: 3.7110, loss: 3.7110, grad_norm: 1.0772 2020-10-07 06:23:54,239 - mmaction - INFO - Epoch [94][400/1413] lr: 4.249e-01, eta: 2 days, 15:47:47, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2513, top5_acc: 0.4772, loss_cls: 3.7308, loss: 3.7308, grad_norm: 1.1085 2020-10-07 06:24:13,848 - mmaction - INFO - Epoch [94][420/1413] lr: 4.249e-01, eta: 2 days, 15:47:26, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2535, top5_acc: 0.4798, loss_cls: 3.7200, loss: 3.7200, grad_norm: 1.1036 2020-10-07 06:24:33,470 - mmaction - INFO - Epoch [94][440/1413] lr: 4.249e-01, eta: 2 days, 15:47:04, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2547, top5_acc: 0.4805, loss_cls: 3.6987, loss: 3.6987, grad_norm: 1.0941 2020-10-07 06:24:53,273 - mmaction - INFO - Epoch [94][460/1413] lr: 4.249e-01, eta: 2 days, 15:46:44, time: 0.991, data_time: 0.003, memory: 8482, top1_acc: 0.2512, top5_acc: 0.4745, loss_cls: 3.7304, loss: 3.7304, grad_norm: 1.0933 2020-10-07 06:25:12,956 - mmaction - INFO - Epoch [94][480/1413] lr: 4.249e-01, eta: 2 days, 15:46:23, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2544, top5_acc: 0.4781, loss_cls: 3.7118, loss: 3.7118, grad_norm: 1.1065 2020-10-07 06:25:32,650 - mmaction - INFO - Epoch [94][500/1413] lr: 4.249e-01, eta: 2 days, 15:46:02, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2534, top5_acc: 0.4837, loss_cls: 3.6833, loss: 3.6833, grad_norm: 1.1075 2020-10-07 06:25:52,339 - mmaction - INFO - Epoch [94][520/1413] lr: 4.249e-01, eta: 2 days, 15:45:41, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2563, top5_acc: 0.4947, loss_cls: 3.6829, loss: 3.6829, grad_norm: 1.1154 2020-10-07 06:26:12,061 - mmaction - INFO - Epoch [94][540/1413] lr: 4.249e-01, eta: 2 days, 15:45:20, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.2514, top5_acc: 0.4780, loss_cls: 3.7531, loss: 3.7531, grad_norm: 1.1121 2020-10-07 06:26:31,637 - mmaction - INFO - Epoch [94][560/1413] lr: 4.249e-01, eta: 2 days, 15:44:58, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2509, top5_acc: 0.4794, loss_cls: 3.7105, loss: 3.7105, grad_norm: 1.1150 2020-10-07 06:26:51,276 - mmaction - INFO - Epoch [94][580/1413] lr: 4.249e-01, eta: 2 days, 15:44:37, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2434, top5_acc: 0.4672, loss_cls: 3.7790, loss: 3.7790, grad_norm: 1.0845 2020-10-07 06:27:10,967 - mmaction - INFO - Epoch [94][600/1413] lr: 4.249e-01, eta: 2 days, 15:44:16, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2525, top5_acc: 0.4786, loss_cls: 3.7243, loss: 3.7243, grad_norm: 1.0891 2020-10-07 06:27:30,634 - mmaction - INFO - Epoch [94][620/1413] lr: 4.249e-01, eta: 2 days, 15:43:55, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2501, top5_acc: 0.4780, loss_cls: 3.7141, loss: 3.7141, grad_norm: 1.0886 2020-10-07 06:27:50,298 - mmaction - INFO - Epoch [94][640/1413] lr: 4.249e-01, eta: 2 days, 15:43:34, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2504, top5_acc: 0.4734, loss_cls: 3.7400, loss: 3.7400, grad_norm: 1.0847 2020-10-07 06:28:09,904 - mmaction - INFO - Epoch [94][660/1413] lr: 4.249e-01, eta: 2 days, 15:43:13, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2510, top5_acc: 0.4764, loss_cls: 3.7216, loss: 3.7216, grad_norm: 1.1080 2020-10-07 06:28:29,509 - mmaction - INFO - Epoch [94][680/1413] lr: 4.249e-01, eta: 2 days, 15:42:51, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2484, top5_acc: 0.4755, loss_cls: 3.7234, loss: 3.7234, grad_norm: 1.0996 2020-10-07 06:28:49,154 - mmaction - INFO - Epoch [94][700/1413] lr: 4.249e-01, eta: 2 days, 15:42:30, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2548, top5_acc: 0.4823, loss_cls: 3.7159, loss: 3.7159, grad_norm: 1.0864 2020-10-07 06:29:08,941 - mmaction - INFO - Epoch [94][720/1413] lr: 4.249e-01, eta: 2 days, 15:42:09, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2507, top5_acc: 0.4785, loss_cls: 3.7070, loss: 3.7070, grad_norm: 1.0981 2020-10-07 06:29:28,709 - mmaction - INFO - Epoch [94][740/1413] lr: 4.249e-01, eta: 2 days, 15:41:49, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2508, top5_acc: 0.4763, loss_cls: 3.7236, loss: 3.7236, grad_norm: 1.1010 2020-10-07 06:29:48,397 - mmaction - INFO - Epoch [94][760/1413] lr: 4.249e-01, eta: 2 days, 15:41:28, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2599, top5_acc: 0.4932, loss_cls: 3.6583, loss: 3.6583, grad_norm: 1.1076 2020-10-07 06:30:07,910 - mmaction - INFO - Epoch [94][780/1413] lr: 4.249e-01, eta: 2 days, 15:41:06, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2443, top5_acc: 0.4690, loss_cls: 3.7950, loss: 3.7950, grad_norm: 1.1162 2020-10-07 06:30:26,587 - mmaction - INFO - Epoch [94][800/1413] lr: 4.249e-01, eta: 2 days, 15:40:42, time: 0.935, data_time: 0.002, memory: 8482, top1_acc: 0.2462, top5_acc: 0.4747, loss_cls: 3.7659, loss: 3.7659, grad_norm: 1.1005 2020-10-07 06:30:46,164 - mmaction - INFO - Epoch [94][820/1413] lr: 4.249e-01, eta: 2 days, 15:40:20, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2410, top5_acc: 0.4789, loss_cls: 3.7490, loss: 3.7490, grad_norm: 1.0901 2020-10-07 06:31:05,824 - mmaction - INFO - Epoch [94][840/1413] lr: 4.249e-01, eta: 2 days, 15:39:59, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2596, top5_acc: 0.4923, loss_cls: 3.6605, loss: 3.6605, grad_norm: 1.1102 2020-10-07 06:31:25,461 - mmaction - INFO - Epoch [94][860/1413] lr: 4.249e-01, eta: 2 days, 15:39:38, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2389, top5_acc: 0.4695, loss_cls: 3.7531, loss: 3.7531, grad_norm: 1.1235 2020-10-07 06:31:45,190 - mmaction - INFO - Epoch [94][880/1413] lr: 4.249e-01, eta: 2 days, 15:39:17, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2493, top5_acc: 0.4737, loss_cls: 3.7498, loss: 3.7498, grad_norm: 1.0867 2020-10-07 06:32:04,777 - mmaction - INFO - Epoch [94][900/1413] lr: 4.249e-01, eta: 2 days, 15:38:56, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2499, top5_acc: 0.4882, loss_cls: 3.6884, loss: 3.6884, grad_norm: 1.1199 2020-10-07 06:32:24,394 - mmaction - INFO - Epoch [94][920/1413] lr: 4.249e-01, eta: 2 days, 15:38:34, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2542, top5_acc: 0.4816, loss_cls: 3.7318, loss: 3.7318, grad_norm: 1.0988 2020-10-07 06:32:44,177 - mmaction - INFO - Epoch [94][940/1413] lr: 4.249e-01, eta: 2 days, 15:38:14, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2581, top5_acc: 0.4870, loss_cls: 3.6672, loss: 3.6672, grad_norm: 1.0982 2020-10-07 06:33:03,727 - mmaction - INFO - Epoch [94][960/1413] lr: 4.249e-01, eta: 2 days, 15:37:52, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2609, top5_acc: 0.4850, loss_cls: 3.6700, loss: 3.6700, grad_norm: 1.1178 2020-10-07 06:33:23,303 - mmaction - INFO - Epoch [94][980/1413] lr: 4.249e-01, eta: 2 days, 15:37:31, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2443, top5_acc: 0.4746, loss_cls: 3.7356, loss: 3.7356, grad_norm: 1.1066 2020-10-07 06:33:42,924 - mmaction - INFO - Epoch [94][1000/1413] lr: 4.249e-01, eta: 2 days, 15:37:10, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2445, top5_acc: 0.4676, loss_cls: 3.7455, loss: 3.7455, grad_norm: 1.0927 2020-10-07 06:34:02,533 - mmaction - INFO - Epoch [94][1020/1413] lr: 4.249e-01, eta: 2 days, 15:36:48, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2573, top5_acc: 0.4887, loss_cls: 3.7056, loss: 3.7056, grad_norm: 1.1042 2020-10-07 06:34:22,226 - mmaction - INFO - Epoch [94][1040/1413] lr: 4.249e-01, eta: 2 days, 15:36:27, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2569, top5_acc: 0.4855, loss_cls: 3.6970, loss: 3.6970, grad_norm: 1.0984 2020-10-07 06:34:41,835 - mmaction - INFO - Epoch [94][1060/1413] lr: 4.249e-01, eta: 2 days, 15:36:06, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2520, top5_acc: 0.4826, loss_cls: 3.7153, loss: 3.7153, grad_norm: 1.1190 2020-10-07 06:35:01,492 - mmaction - INFO - Epoch [94][1080/1413] lr: 4.249e-01, eta: 2 days, 15:35:45, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2535, top5_acc: 0.4823, loss_cls: 3.7084, loss: 3.7084, grad_norm: 1.1064 2020-10-07 06:35:21,209 - mmaction - INFO - Epoch [94][1100/1413] lr: 4.249e-01, eta: 2 days, 15:35:24, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2440, top5_acc: 0.4785, loss_cls: 3.7589, loss: 3.7589, grad_norm: 1.1074 2020-10-07 06:35:40,819 - mmaction - INFO - Epoch [94][1120/1413] lr: 4.249e-01, eta: 2 days, 15:35:03, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2469, top5_acc: 0.4740, loss_cls: 3.7328, loss: 3.7328, grad_norm: 1.0835 2020-10-07 06:36:00,567 - mmaction - INFO - Epoch [94][1140/1413] lr: 4.249e-01, eta: 2 days, 15:34:42, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2479, top5_acc: 0.4790, loss_cls: 3.7325, loss: 3.7325, grad_norm: 1.1043 2020-10-07 06:36:20,203 - mmaction - INFO - Epoch [94][1160/1413] lr: 4.249e-01, eta: 2 days, 15:34:21, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2473, top5_acc: 0.4848, loss_cls: 3.6988, loss: 3.6988, grad_norm: 1.1032 2020-10-07 06:36:39,953 - mmaction - INFO - Epoch [94][1180/1413] lr: 4.249e-01, eta: 2 days, 15:34:00, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2535, top5_acc: 0.4883, loss_cls: 3.6777, loss: 3.6777, grad_norm: 1.1120 2020-10-07 06:36:59,459 - mmaction - INFO - Epoch [94][1200/1413] lr: 4.249e-01, eta: 2 days, 15:33:39, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2398, top5_acc: 0.4871, loss_cls: 3.7145, loss: 3.7145, grad_norm: 1.1205 2020-10-07 06:37:18,964 - mmaction - INFO - Epoch [94][1220/1413] lr: 4.249e-01, eta: 2 days, 15:33:17, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2538, top5_acc: 0.4807, loss_cls: 3.7257, loss: 3.7257, grad_norm: 1.0957 2020-10-07 06:37:38,588 - mmaction - INFO - Epoch [94][1240/1413] lr: 4.249e-01, eta: 2 days, 15:32:56, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2514, top5_acc: 0.4715, loss_cls: 3.7497, loss: 3.7497, grad_norm: 1.1061 2020-10-07 06:37:58,216 - mmaction - INFO - Epoch [94][1260/1413] lr: 4.249e-01, eta: 2 days, 15:32:34, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2474, top5_acc: 0.4772, loss_cls: 3.7544, loss: 3.7544, grad_norm: 1.0957 2020-10-07 06:38:17,843 - mmaction - INFO - Epoch [94][1280/1413] lr: 4.249e-01, eta: 2 days, 15:32:13, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2465, top5_acc: 0.4836, loss_cls: 3.6973, loss: 3.6973, grad_norm: 1.1048 2020-10-07 06:38:37,395 - mmaction - INFO - Epoch [94][1300/1413] lr: 4.249e-01, eta: 2 days, 15:31:52, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2587, top5_acc: 0.4884, loss_cls: 3.6854, loss: 3.6854, grad_norm: 1.0913 2020-10-07 06:38:56,968 - mmaction - INFO - Epoch [94][1320/1413] lr: 4.249e-01, eta: 2 days, 15:31:30, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2543, top5_acc: 0.4805, loss_cls: 3.7068, loss: 3.7068, grad_norm: 1.1015 2020-10-07 06:39:16,607 - mmaction - INFO - Epoch [94][1340/1413] lr: 4.249e-01, eta: 2 days, 15:31:09, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2490, top5_acc: 0.4780, loss_cls: 3.7125, loss: 3.7125, grad_norm: 1.1132 2020-10-07 06:39:36,207 - mmaction - INFO - Epoch [94][1360/1413] lr: 4.249e-01, eta: 2 days, 15:30:48, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2508, top5_acc: 0.4807, loss_cls: 3.7194, loss: 3.7194, grad_norm: 1.1071 2020-10-07 06:39:55,706 - mmaction - INFO - Epoch [94][1380/1413] lr: 4.249e-01, eta: 2 days, 15:30:26, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2462, top5_acc: 0.4755, loss_cls: 3.7350, loss: 3.7350, grad_norm: 1.1099 2020-10-07 06:40:15,194 - mmaction - INFO - Epoch [94][1400/1413] lr: 4.249e-01, eta: 2 days, 15:30:05, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.2471, top5_acc: 0.4703, loss_cls: 3.7494, loss: 3.7494, grad_norm: 1.0952 2020-10-07 06:41:18,379 - mmaction - INFO - Epoch [95][20/1413] lr: 4.216e-01, eta: 2 days, 15:30:32, time: 2.502, data_time: 1.316, memory: 8482, top1_acc: 0.2497, top5_acc: 0.4766, loss_cls: 3.7327, loss: 3.7327, grad_norm: 1.1079 2020-10-07 06:41:37,891 - mmaction - INFO - Epoch [95][40/1413] lr: 4.216e-01, eta: 2 days, 15:30:10, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2655, top5_acc: 0.4938, loss_cls: 3.6572, loss: 3.6572, grad_norm: 1.0892 2020-10-07 06:41:57,483 - mmaction - INFO - Epoch [95][60/1413] lr: 4.216e-01, eta: 2 days, 15:29:49, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2542, top5_acc: 0.4865, loss_cls: 3.7118, loss: 3.7118, grad_norm: 1.0938 2020-10-07 06:42:17,126 - mmaction - INFO - Epoch [95][80/1413] lr: 4.216e-01, eta: 2 days, 15:29:28, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2570, top5_acc: 0.4893, loss_cls: 3.7156, loss: 3.7156, grad_norm: 1.1168 2020-10-07 06:42:36,621 - mmaction - INFO - Epoch [95][100/1413] lr: 4.216e-01, eta: 2 days, 15:29:06, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2552, top5_acc: 0.4861, loss_cls: 3.7108, loss: 3.7108, grad_norm: 1.0875 2020-10-07 06:42:56,281 - mmaction - INFO - Epoch [95][120/1413] lr: 4.216e-01, eta: 2 days, 15:28:45, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2566, top5_acc: 0.4750, loss_cls: 3.7214, loss: 3.7214, grad_norm: 1.0848 2020-10-07 06:43:15,803 - mmaction - INFO - Epoch [95][140/1413] lr: 4.216e-01, eta: 2 days, 15:28:23, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2451, top5_acc: 0.4763, loss_cls: 3.7698, loss: 3.7698, grad_norm: 1.1254 2020-10-07 06:43:35,443 - mmaction - INFO - Epoch [95][160/1413] lr: 4.216e-01, eta: 2 days, 15:28:02, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2583, top5_acc: 0.4828, loss_cls: 3.7228, loss: 3.7228, grad_norm: 1.0953 2020-10-07 06:43:55,051 - mmaction - INFO - Epoch [95][180/1413] lr: 4.216e-01, eta: 2 days, 15:27:41, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2499, top5_acc: 0.4783, loss_cls: 3.7201, loss: 3.7201, grad_norm: 1.0957 2020-10-07 06:44:14,564 - mmaction - INFO - Epoch [95][200/1413] lr: 4.216e-01, eta: 2 days, 15:27:19, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2424, top5_acc: 0.4622, loss_cls: 3.7894, loss: 3.7894, grad_norm: 1.1065 2020-10-07 06:44:34,074 - mmaction - INFO - Epoch [95][220/1413] lr: 4.216e-01, eta: 2 days, 15:26:58, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2443, top5_acc: 0.4728, loss_cls: 3.7477, loss: 3.7477, grad_norm: 1.0896 2020-10-07 06:44:53,666 - mmaction - INFO - Epoch [95][240/1413] lr: 4.216e-01, eta: 2 days, 15:26:36, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2504, top5_acc: 0.4793, loss_cls: 3.7215, loss: 3.7215, grad_norm: 1.1051 2020-10-07 06:45:13,341 - mmaction - INFO - Epoch [95][260/1413] lr: 4.216e-01, eta: 2 days, 15:26:15, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2499, top5_acc: 0.4832, loss_cls: 3.6953, loss: 3.6953, grad_norm: 1.0968 2020-10-07 06:45:32,937 - mmaction - INFO - Epoch [95][280/1413] lr: 4.216e-01, eta: 2 days, 15:25:54, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2452, top5_acc: 0.4776, loss_cls: 3.7353, loss: 3.7353, grad_norm: 1.0960 2020-10-07 06:45:52,599 - mmaction - INFO - Epoch [95][300/1413] lr: 4.216e-01, eta: 2 days, 15:25:33, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2453, top5_acc: 0.4792, loss_cls: 3.7319, loss: 3.7319, grad_norm: 1.1025 2020-10-07 06:46:12,178 - mmaction - INFO - Epoch [95][320/1413] lr: 4.216e-01, eta: 2 days, 15:25:12, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2469, top5_acc: 0.4815, loss_cls: 3.7230, loss: 3.7230, grad_norm: 1.0908 2020-10-07 06:46:31,772 - mmaction - INFO - Epoch [95][340/1413] lr: 4.216e-01, eta: 2 days, 15:24:50, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2493, top5_acc: 0.4733, loss_cls: 3.7328, loss: 3.7328, grad_norm: 1.1148 2020-10-07 06:46:51,383 - mmaction - INFO - Epoch [95][360/1413] lr: 4.216e-01, eta: 2 days, 15:24:29, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2451, top5_acc: 0.4760, loss_cls: 3.7284, loss: 3.7284, grad_norm: 1.0924 2020-10-07 06:47:11,023 - mmaction - INFO - Epoch [95][380/1413] lr: 4.216e-01, eta: 2 days, 15:24:08, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2539, top5_acc: 0.4850, loss_cls: 3.6854, loss: 3.6854, grad_norm: 1.0990 2020-10-07 06:47:30,603 - mmaction - INFO - Epoch [95][400/1413] lr: 4.216e-01, eta: 2 days, 15:23:47, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2432, top5_acc: 0.4805, loss_cls: 3.7182, loss: 3.7182, grad_norm: 1.1166 2020-10-07 06:47:50,356 - mmaction - INFO - Epoch [95][420/1413] lr: 4.216e-01, eta: 2 days, 15:23:26, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2547, top5_acc: 0.4859, loss_cls: 3.6878, loss: 3.6878, grad_norm: 1.1027 2020-10-07 06:48:10,051 - mmaction - INFO - Epoch [95][440/1413] lr: 4.216e-01, eta: 2 days, 15:23:05, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2499, top5_acc: 0.4805, loss_cls: 3.7093, loss: 3.7093, grad_norm: 1.1260 2020-10-07 06:48:29,680 - mmaction - INFO - Epoch [95][460/1413] lr: 4.216e-01, eta: 2 days, 15:22:44, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2445, top5_acc: 0.4775, loss_cls: 3.7341, loss: 3.7341, grad_norm: 1.0945 2020-10-07 06:48:49,230 - mmaction - INFO - Epoch [95][480/1413] lr: 4.216e-01, eta: 2 days, 15:22:22, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2573, top5_acc: 0.4790, loss_cls: 3.7071, loss: 3.7071, grad_norm: 1.1100 2020-10-07 06:49:08,813 - mmaction - INFO - Epoch [95][500/1413] lr: 4.216e-01, eta: 2 days, 15:22:01, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2589, top5_acc: 0.4865, loss_cls: 3.6799, loss: 3.6799, grad_norm: 1.1022 2020-10-07 06:49:28,371 - mmaction - INFO - Epoch [95][520/1413] lr: 4.216e-01, eta: 2 days, 15:21:39, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2553, top5_acc: 0.4855, loss_cls: 3.6886, loss: 3.6886, grad_norm: 1.1053 2020-10-07 06:49:47,855 - mmaction - INFO - Epoch [95][540/1413] lr: 4.216e-01, eta: 2 days, 15:21:18, time: 0.974, data_time: 0.003, memory: 8482, top1_acc: 0.2530, top5_acc: 0.4835, loss_cls: 3.7151, loss: 3.7151, grad_norm: 1.1004 2020-10-07 06:50:07,451 - mmaction - INFO - Epoch [95][560/1413] lr: 4.216e-01, eta: 2 days, 15:20:56, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2488, top5_acc: 0.4879, loss_cls: 3.7179, loss: 3.7179, grad_norm: 1.0988 2020-10-07 06:50:26,999 - mmaction - INFO - Epoch [95][580/1413] lr: 4.216e-01, eta: 2 days, 15:20:35, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2497, top5_acc: 0.4749, loss_cls: 3.7401, loss: 3.7401, grad_norm: 1.1058 2020-10-07 06:50:46,562 - mmaction - INFO - Epoch [95][600/1413] lr: 4.216e-01, eta: 2 days, 15:20:14, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2449, top5_acc: 0.4750, loss_cls: 3.7552, loss: 3.7552, grad_norm: 1.1177 2020-10-07 06:51:06,228 - mmaction - INFO - Epoch [95][620/1413] lr: 4.216e-01, eta: 2 days, 15:19:52, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2508, top5_acc: 0.4805, loss_cls: 3.7346, loss: 3.7346, grad_norm: 1.0864 2020-10-07 06:51:25,735 - mmaction - INFO - Epoch [95][640/1413] lr: 4.216e-01, eta: 2 days, 15:19:31, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2535, top5_acc: 0.4850, loss_cls: 3.6710, loss: 3.6710, grad_norm: 1.1092 2020-10-07 06:51:45,357 - mmaction - INFO - Epoch [95][660/1413] lr: 4.216e-01, eta: 2 days, 15:19:10, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2448, top5_acc: 0.4720, loss_cls: 3.7367, loss: 3.7367, grad_norm: 1.0900 2020-10-07 06:52:04,970 - mmaction - INFO - Epoch [95][680/1413] lr: 4.216e-01, eta: 2 days, 15:18:48, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2620, top5_acc: 0.4897, loss_cls: 3.6875, loss: 3.6875, grad_norm: 1.1007 2020-10-07 06:52:24,481 - mmaction - INFO - Epoch [95][700/1413] lr: 4.216e-01, eta: 2 days, 15:18:27, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2479, top5_acc: 0.4852, loss_cls: 3.7011, loss: 3.7011, grad_norm: 1.1133 2020-10-07 06:52:44,070 - mmaction - INFO - Epoch [95][720/1413] lr: 4.216e-01, eta: 2 days, 15:18:06, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2569, top5_acc: 0.4874, loss_cls: 3.6852, loss: 3.6852, grad_norm: 1.1209 2020-10-07 06:53:03,586 - mmaction - INFO - Epoch [95][740/1413] lr: 4.216e-01, eta: 2 days, 15:17:44, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2504, top5_acc: 0.4770, loss_cls: 3.7596, loss: 3.7596, grad_norm: 1.1310 2020-10-07 06:53:23,138 - mmaction - INFO - Epoch [95][760/1413] lr: 4.216e-01, eta: 2 days, 15:17:23, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2470, top5_acc: 0.4819, loss_cls: 3.7175, loss: 3.7175, grad_norm: 1.1044 2020-10-07 06:53:42,668 - mmaction - INFO - Epoch [95][780/1413] lr: 4.216e-01, eta: 2 days, 15:17:01, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2466, top5_acc: 0.4805, loss_cls: 3.7145, loss: 3.7145, grad_norm: 1.1116 2020-10-07 06:54:02,217 - mmaction - INFO - Epoch [95][800/1413] lr: 4.216e-01, eta: 2 days, 15:16:40, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2441, top5_acc: 0.4812, loss_cls: 3.7176, loss: 3.7176, grad_norm: 1.1055 2020-10-07 06:54:21,794 - mmaction - INFO - Epoch [95][820/1413] lr: 4.216e-01, eta: 2 days, 15:16:18, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2546, top5_acc: 0.4814, loss_cls: 3.7420, loss: 3.7420, grad_norm: 1.1064 2020-10-07 06:54:41,487 - mmaction - INFO - Epoch [95][840/1413] lr: 4.216e-01, eta: 2 days, 15:15:57, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2551, top5_acc: 0.4833, loss_cls: 3.7126, loss: 3.7126, grad_norm: 1.0926 2020-10-07 06:55:01,087 - mmaction - INFO - Epoch [95][860/1413] lr: 4.216e-01, eta: 2 days, 15:15:36, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2596, top5_acc: 0.4863, loss_cls: 3.6970, loss: 3.6970, grad_norm: 1.1009 2020-10-07 06:55:20,596 - mmaction - INFO - Epoch [95][880/1413] lr: 4.216e-01, eta: 2 days, 15:15:14, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2564, top5_acc: 0.4796, loss_cls: 3.7011, loss: 3.7011, grad_norm: 1.1001 2020-10-07 06:55:40,281 - mmaction - INFO - Epoch [95][900/1413] lr: 4.216e-01, eta: 2 days, 15:14:53, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2559, top5_acc: 0.4863, loss_cls: 3.6871, loss: 3.6871, grad_norm: 1.1023 2020-10-07 06:55:59,795 - mmaction - INFO - Epoch [95][920/1413] lr: 4.216e-01, eta: 2 days, 15:14:32, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2385, top5_acc: 0.4673, loss_cls: 3.7753, loss: 3.7753, grad_norm: 1.1011 2020-10-07 06:56:19,443 - mmaction - INFO - Epoch [95][940/1413] lr: 4.216e-01, eta: 2 days, 15:14:11, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2477, top5_acc: 0.4797, loss_cls: 3.7279, loss: 3.7279, grad_norm: 1.0918 2020-10-07 06:56:39,184 - mmaction - INFO - Epoch [95][960/1413] lr: 4.216e-01, eta: 2 days, 15:13:50, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2526, top5_acc: 0.4840, loss_cls: 3.7337, loss: 3.7337, grad_norm: 1.1057 2020-10-07 06:56:58,758 - mmaction - INFO - Epoch [95][980/1413] lr: 4.216e-01, eta: 2 days, 15:13:29, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2658, top5_acc: 0.4953, loss_cls: 3.6430, loss: 3.6430, grad_norm: 1.1127 2020-10-07 06:57:18,365 - mmaction - INFO - Epoch [95][1000/1413] lr: 4.216e-01, eta: 2 days, 15:13:07, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2471, top5_acc: 0.4799, loss_cls: 3.7079, loss: 3.7079, grad_norm: 1.1245 2020-10-07 06:57:37,883 - mmaction - INFO - Epoch [95][1020/1413] lr: 4.216e-01, eta: 2 days, 15:12:46, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2467, top5_acc: 0.4827, loss_cls: 3.7222, loss: 3.7222, grad_norm: 1.1055 2020-10-07 06:57:57,494 - mmaction - INFO - Epoch [95][1040/1413] lr: 4.216e-01, eta: 2 days, 15:12:25, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2470, top5_acc: 0.4733, loss_cls: 3.7389, loss: 3.7389, grad_norm: 1.1088 2020-10-07 06:58:17,129 - mmaction - INFO - Epoch [95][1060/1413] lr: 4.216e-01, eta: 2 days, 15:12:04, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2346, top5_acc: 0.4677, loss_cls: 3.7734, loss: 3.7734, grad_norm: 1.0832 2020-10-07 06:58:36,897 - mmaction - INFO - Epoch [95][1080/1413] lr: 4.216e-01, eta: 2 days, 15:11:43, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2443, top5_acc: 0.4729, loss_cls: 3.7581, loss: 3.7581, grad_norm: 1.0939 2020-10-07 06:58:56,540 - mmaction - INFO - Epoch [95][1100/1413] lr: 4.216e-01, eta: 2 days, 15:11:22, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2409, top5_acc: 0.4732, loss_cls: 3.7251, loss: 3.7251, grad_norm: 1.1068 2020-10-07 06:59:16,075 - mmaction - INFO - Epoch [95][1120/1413] lr: 4.216e-01, eta: 2 days, 15:11:00, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2504, top5_acc: 0.4809, loss_cls: 3.7347, loss: 3.7347, grad_norm: 1.1135 2020-10-07 06:59:35,555 - mmaction - INFO - Epoch [95][1140/1413] lr: 4.216e-01, eta: 2 days, 15:10:39, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.2427, top5_acc: 0.4680, loss_cls: 3.7779, loss: 3.7779, grad_norm: 1.1075 2020-10-07 06:59:55,165 - mmaction - INFO - Epoch [95][1160/1413] lr: 4.216e-01, eta: 2 days, 15:10:17, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2535, top5_acc: 0.4805, loss_cls: 3.7182, loss: 3.7182, grad_norm: 1.1193 2020-10-07 07:00:15,298 - mmaction - INFO - Epoch [95][1180/1413] lr: 4.216e-01, eta: 2 days, 15:09:58, time: 1.008, data_time: 0.003, memory: 8482, top1_acc: 0.2561, top5_acc: 0.4855, loss_cls: 3.6721, loss: 3.6721, grad_norm: 1.0821 2020-10-07 07:00:34,847 - mmaction - INFO - Epoch [95][1200/1413] lr: 4.216e-01, eta: 2 days, 15:09:37, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2462, top5_acc: 0.4826, loss_cls: 3.7031, loss: 3.7031, grad_norm: 1.1147 2020-10-07 07:00:54,373 - mmaction - INFO - Epoch [95][1220/1413] lr: 4.216e-01, eta: 2 days, 15:09:15, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2576, top5_acc: 0.4840, loss_cls: 3.6923, loss: 3.6923, grad_norm: 1.1177 2020-10-07 07:01:13,970 - mmaction - INFO - Epoch [95][1240/1413] lr: 4.216e-01, eta: 2 days, 15:08:54, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2509, top5_acc: 0.4836, loss_cls: 3.7051, loss: 3.7051, grad_norm: 1.1039 2020-10-07 07:01:33,572 - mmaction - INFO - Epoch [95][1260/1413] lr: 4.216e-01, eta: 2 days, 15:08:33, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2539, top5_acc: 0.4852, loss_cls: 3.6990, loss: 3.6990, grad_norm: 1.1154 2020-10-07 07:01:53,247 - mmaction - INFO - Epoch [95][1280/1413] lr: 4.216e-01, eta: 2 days, 15:08:12, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2483, top5_acc: 0.4767, loss_cls: 3.7409, loss: 3.7409, grad_norm: 1.0964 2020-10-07 07:02:12,973 - mmaction - INFO - Epoch [95][1300/1413] lr: 4.216e-01, eta: 2 days, 15:07:51, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2510, top5_acc: 0.4853, loss_cls: 3.6917, loss: 3.6917, grad_norm: 1.0965 2020-10-07 07:02:32,603 - mmaction - INFO - Epoch [95][1320/1413] lr: 4.216e-01, eta: 2 days, 15:07:30, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2526, top5_acc: 0.4844, loss_cls: 3.7122, loss: 3.7122, grad_norm: 1.1025 2020-10-07 07:02:52,124 - mmaction - INFO - Epoch [95][1340/1413] lr: 4.216e-01, eta: 2 days, 15:07:08, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2553, top5_acc: 0.4835, loss_cls: 3.6816, loss: 3.6816, grad_norm: 1.1207 2020-10-07 07:03:11,728 - mmaction - INFO - Epoch [95][1360/1413] lr: 4.216e-01, eta: 2 days, 15:06:47, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2483, top5_acc: 0.4796, loss_cls: 3.7491, loss: 3.7491, grad_norm: 1.1205 2020-10-07 07:03:31,406 - mmaction - INFO - Epoch [95][1380/1413] lr: 4.216e-01, eta: 2 days, 15:06:26, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2513, top5_acc: 0.4879, loss_cls: 3.6933, loss: 3.6933, grad_norm: 1.1028 2020-10-07 07:03:51,080 - mmaction - INFO - Epoch [95][1400/1413] lr: 4.216e-01, eta: 2 days, 15:06:05, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2516, top5_acc: 0.4754, loss_cls: 3.7502, loss: 3.7502, grad_norm: 1.1173 2020-10-07 07:04:59,551 - mmaction - INFO - Epoch [96][20/1413] lr: 4.182e-01, eta: 2 days, 15:06:43, time: 2.690, data_time: 1.489, memory: 8482, top1_acc: 0.2607, top5_acc: 0.4828, loss_cls: 3.6586, loss: 3.6586, grad_norm: 1.0862 2020-10-07 07:05:18,992 - mmaction - INFO - Epoch [96][40/1413] lr: 4.182e-01, eta: 2 days, 15:06:22, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.2520, top5_acc: 0.4836, loss_cls: 3.7192, loss: 3.7192, grad_norm: 1.1299 2020-10-07 07:05:38,526 - mmaction - INFO - Epoch [96][60/1413] lr: 4.182e-01, eta: 2 days, 15:06:00, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2568, top5_acc: 0.4859, loss_cls: 3.6878, loss: 3.6878, grad_norm: 1.0978 2020-10-07 07:05:58,110 - mmaction - INFO - Epoch [96][80/1413] lr: 4.182e-01, eta: 2 days, 15:05:39, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2551, top5_acc: 0.4892, loss_cls: 3.6888, loss: 3.6888, grad_norm: 1.1146 2020-10-07 07:06:17,628 - mmaction - INFO - Epoch [96][100/1413] lr: 4.182e-01, eta: 2 days, 15:05:17, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2483, top5_acc: 0.4906, loss_cls: 3.6577, loss: 3.6577, grad_norm: 1.1062 2020-10-07 07:06:37,241 - mmaction - INFO - Epoch [96][120/1413] lr: 4.182e-01, eta: 2 days, 15:04:56, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2510, top5_acc: 0.4799, loss_cls: 3.7336, loss: 3.7336, grad_norm: 1.1147 2020-10-07 07:06:56,869 - mmaction - INFO - Epoch [96][140/1413] lr: 4.182e-01, eta: 2 days, 15:04:35, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2540, top5_acc: 0.4910, loss_cls: 3.6538, loss: 3.6538, grad_norm: 1.1010 2020-10-07 07:07:16,647 - mmaction - INFO - Epoch [96][160/1413] lr: 4.182e-01, eta: 2 days, 15:04:14, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.2440, top5_acc: 0.4832, loss_cls: 3.7249, loss: 3.7249, grad_norm: 1.1184 2020-10-07 07:07:36,287 - mmaction - INFO - Epoch [96][180/1413] lr: 4.182e-01, eta: 2 days, 15:03:53, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2618, top5_acc: 0.4902, loss_cls: 3.6796, loss: 3.6796, grad_norm: 1.1136 2020-10-07 07:07:55,986 - mmaction - INFO - Epoch [96][200/1413] lr: 4.182e-01, eta: 2 days, 15:03:32, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2466, top5_acc: 0.4783, loss_cls: 3.7228, loss: 3.7228, grad_norm: 1.1102 2020-10-07 07:08:15,547 - mmaction - INFO - Epoch [96][220/1413] lr: 4.182e-01, eta: 2 days, 15:03:11, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2473, top5_acc: 0.4789, loss_cls: 3.7211, loss: 3.7211, grad_norm: 1.1142 2020-10-07 07:08:35,104 - mmaction - INFO - Epoch [96][240/1413] lr: 4.182e-01, eta: 2 days, 15:02:49, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2517, top5_acc: 0.4805, loss_cls: 3.7263, loss: 3.7263, grad_norm: 1.1029 2020-10-07 07:08:54,772 - mmaction - INFO - Epoch [96][260/1413] lr: 4.182e-01, eta: 2 days, 15:02:28, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2483, top5_acc: 0.4745, loss_cls: 3.7490, loss: 3.7490, grad_norm: 1.1030 2020-10-07 07:09:14,445 - mmaction - INFO - Epoch [96][280/1413] lr: 4.182e-01, eta: 2 days, 15:02:07, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2473, top5_acc: 0.4862, loss_cls: 3.6998, loss: 3.6998, grad_norm: 1.1023 2020-10-07 07:09:33,990 - mmaction - INFO - Epoch [96][300/1413] lr: 4.182e-01, eta: 2 days, 15:01:46, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2616, top5_acc: 0.4911, loss_cls: 3.6537, loss: 3.6537, grad_norm: 1.0988 2020-10-07 07:09:53,704 - mmaction - INFO - Epoch [96][320/1413] lr: 4.182e-01, eta: 2 days, 15:01:25, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2495, top5_acc: 0.4796, loss_cls: 3.7094, loss: 3.7094, grad_norm: 1.1283 2020-10-07 07:10:13,247 - mmaction - INFO - Epoch [96][340/1413] lr: 4.182e-01, eta: 2 days, 15:01:04, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2542, top5_acc: 0.4826, loss_cls: 3.6964, loss: 3.6964, grad_norm: 1.1187 2020-10-07 07:10:32,742 - mmaction - INFO - Epoch [96][360/1413] lr: 4.182e-01, eta: 2 days, 15:00:42, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2529, top5_acc: 0.4879, loss_cls: 3.7166, loss: 3.7166, grad_norm: 1.1035 2020-10-07 07:10:52,405 - mmaction - INFO - Epoch [96][380/1413] lr: 4.182e-01, eta: 2 days, 15:00:21, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2503, top5_acc: 0.4862, loss_cls: 3.6680, loss: 3.6680, grad_norm: 1.1217 2020-10-07 07:11:12,014 - mmaction - INFO - Epoch [96][400/1413] lr: 4.182e-01, eta: 2 days, 15:00:00, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2543, top5_acc: 0.4831, loss_cls: 3.7307, loss: 3.7307, grad_norm: 1.0960 2020-10-07 07:11:31,624 - mmaction - INFO - Epoch [96][420/1413] lr: 4.182e-01, eta: 2 days, 14:59:39, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2493, top5_acc: 0.4790, loss_cls: 3.7153, loss: 3.7153, grad_norm: 1.1257 2020-10-07 07:11:51,244 - mmaction - INFO - Epoch [96][440/1413] lr: 4.182e-01, eta: 2 days, 14:59:17, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2501, top5_acc: 0.4831, loss_cls: 3.6954, loss: 3.6954, grad_norm: 1.0955 2020-10-07 07:12:10,863 - mmaction - INFO - Epoch [96][460/1413] lr: 4.182e-01, eta: 2 days, 14:58:56, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2572, top5_acc: 0.4868, loss_cls: 3.6663, loss: 3.6663, grad_norm: 1.1078 2020-10-07 07:12:30,483 - mmaction - INFO - Epoch [96][480/1413] lr: 4.182e-01, eta: 2 days, 14:58:35, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2514, top5_acc: 0.4862, loss_cls: 3.6997, loss: 3.6997, grad_norm: 1.1164 2020-10-07 07:12:50,164 - mmaction - INFO - Epoch [96][500/1413] lr: 4.182e-01, eta: 2 days, 14:58:14, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2538, top5_acc: 0.4799, loss_cls: 3.7203, loss: 3.7203, grad_norm: 1.1118 2020-10-07 07:13:09,851 - mmaction - INFO - Epoch [96][520/1413] lr: 4.182e-01, eta: 2 days, 14:57:53, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2492, top5_acc: 0.4717, loss_cls: 3.7495, loss: 3.7495, grad_norm: 1.1082 2020-10-07 07:13:29,519 - mmaction - INFO - Epoch [96][540/1413] lr: 4.182e-01, eta: 2 days, 14:57:32, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2475, top5_acc: 0.4755, loss_cls: 3.7227, loss: 3.7227, grad_norm: 1.1056 2020-10-07 07:13:49,173 - mmaction - INFO - Epoch [96][560/1413] lr: 4.182e-01, eta: 2 days, 14:57:11, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2535, top5_acc: 0.4839, loss_cls: 3.6666, loss: 3.6666, grad_norm: 1.0992 2020-10-07 07:14:08,821 - mmaction - INFO - Epoch [96][580/1413] lr: 4.182e-01, eta: 2 days, 14:56:50, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2609, top5_acc: 0.4870, loss_cls: 3.6805, loss: 3.6805, grad_norm: 1.1174 2020-10-07 07:14:28,441 - mmaction - INFO - Epoch [96][600/1413] lr: 4.182e-01, eta: 2 days, 14:56:29, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2486, top5_acc: 0.4771, loss_cls: 3.7349, loss: 3.7349, grad_norm: 1.0961 2020-10-07 07:14:48,034 - mmaction - INFO - Epoch [96][620/1413] lr: 4.182e-01, eta: 2 days, 14:56:07, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2574, top5_acc: 0.4931, loss_cls: 3.6758, loss: 3.6758, grad_norm: 1.1009 2020-10-07 07:15:07,699 - mmaction - INFO - Epoch [96][640/1413] lr: 4.182e-01, eta: 2 days, 14:55:46, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2591, top5_acc: 0.4893, loss_cls: 3.6759, loss: 3.6759, grad_norm: 1.1085 2020-10-07 07:15:27,372 - mmaction - INFO - Epoch [96][660/1413] lr: 4.182e-01, eta: 2 days, 14:55:25, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2512, top5_acc: 0.4810, loss_cls: 3.7058, loss: 3.7058, grad_norm: 1.1181 2020-10-07 07:15:47,031 - mmaction - INFO - Epoch [96][680/1413] lr: 4.182e-01, eta: 2 days, 14:55:05, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2478, top5_acc: 0.4785, loss_cls: 3.7150, loss: 3.7150, grad_norm: 1.1024 2020-10-07 07:16:06,781 - mmaction - INFO - Epoch [96][700/1413] lr: 4.182e-01, eta: 2 days, 14:54:44, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.2461, top5_acc: 0.4754, loss_cls: 3.7190, loss: 3.7190, grad_norm: 1.1051 2020-10-07 07:16:26,388 - mmaction - INFO - Epoch [96][720/1413] lr: 4.182e-01, eta: 2 days, 14:54:22, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2479, top5_acc: 0.4831, loss_cls: 3.6867, loss: 3.6867, grad_norm: 1.1010 2020-10-07 07:16:45,953 - mmaction - INFO - Epoch [96][740/1413] lr: 4.182e-01, eta: 2 days, 14:54:01, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2486, top5_acc: 0.4874, loss_cls: 3.7066, loss: 3.7066, grad_norm: 1.1126 2020-10-07 07:17:05,491 - mmaction - INFO - Epoch [96][760/1413] lr: 4.182e-01, eta: 2 days, 14:53:40, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2594, top5_acc: 0.4822, loss_cls: 3.6966, loss: 3.6966, grad_norm: 1.1170 2020-10-07 07:17:25,017 - mmaction - INFO - Epoch [96][780/1413] lr: 4.182e-01, eta: 2 days, 14:53:18, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2535, top5_acc: 0.4811, loss_cls: 3.6935, loss: 3.6935, grad_norm: 1.1018 2020-10-07 07:17:44,671 - mmaction - INFO - Epoch [96][800/1413] lr: 4.182e-01, eta: 2 days, 14:52:57, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2479, top5_acc: 0.4783, loss_cls: 3.7118, loss: 3.7118, grad_norm: 1.0908 2020-10-07 07:18:04,338 - mmaction - INFO - Epoch [96][820/1413] lr: 4.182e-01, eta: 2 days, 14:52:36, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2552, top5_acc: 0.4853, loss_cls: 3.7012, loss: 3.7012, grad_norm: 1.1050 2020-10-07 07:18:24,058 - mmaction - INFO - Epoch [96][840/1413] lr: 4.182e-01, eta: 2 days, 14:52:15, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2591, top5_acc: 0.4829, loss_cls: 3.7036, loss: 3.7036, grad_norm: 1.1208 2020-10-07 07:18:43,763 - mmaction - INFO - Epoch [96][860/1413] lr: 4.182e-01, eta: 2 days, 14:51:54, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2452, top5_acc: 0.4786, loss_cls: 3.7029, loss: 3.7029, grad_norm: 1.1214 2020-10-07 07:19:03,363 - mmaction - INFO - Epoch [96][880/1413] lr: 4.182e-01, eta: 2 days, 14:51:33, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2562, top5_acc: 0.4861, loss_cls: 3.7188, loss: 3.7188, grad_norm: 1.1129 2020-10-07 07:19:23,071 - mmaction - INFO - Epoch [96][900/1413] lr: 4.182e-01, eta: 2 days, 14:51:12, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2546, top5_acc: 0.4845, loss_cls: 3.6856, loss: 3.6856, grad_norm: 1.1036 2020-10-07 07:19:42,709 - mmaction - INFO - Epoch [96][920/1413] lr: 4.182e-01, eta: 2 days, 14:50:51, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2549, top5_acc: 0.4846, loss_cls: 3.7176, loss: 3.7176, grad_norm: 1.0905 2020-10-07 07:20:02,402 - mmaction - INFO - Epoch [96][940/1413] lr: 4.182e-01, eta: 2 days, 14:50:30, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2583, top5_acc: 0.4749, loss_cls: 3.7215, loss: 3.7215, grad_norm: 1.0985 2020-10-07 07:20:21,927 - mmaction - INFO - Epoch [96][960/1413] lr: 4.182e-01, eta: 2 days, 14:50:09, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2496, top5_acc: 0.4803, loss_cls: 3.6994, loss: 3.6994, grad_norm: 1.1082 2020-10-07 07:20:41,640 - mmaction - INFO - Epoch [96][980/1413] lr: 4.182e-01, eta: 2 days, 14:49:48, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2517, top5_acc: 0.4798, loss_cls: 3.6974, loss: 3.6974, grad_norm: 1.1277 2020-10-07 07:21:01,196 - mmaction - INFO - Epoch [96][1000/1413] lr: 4.182e-01, eta: 2 days, 14:49:27, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2516, top5_acc: 0.4879, loss_cls: 3.7031, loss: 3.7031, grad_norm: 1.1327 2020-10-07 07:21:20,777 - mmaction - INFO - Epoch [96][1020/1413] lr: 4.182e-01, eta: 2 days, 14:49:05, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2490, top5_acc: 0.4766, loss_cls: 3.7547, loss: 3.7547, grad_norm: 1.1036 2020-10-07 07:21:40,493 - mmaction - INFO - Epoch [96][1040/1413] lr: 4.182e-01, eta: 2 days, 14:48:45, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2529, top5_acc: 0.4883, loss_cls: 3.6763, loss: 3.6763, grad_norm: 1.0960 2020-10-07 07:22:00,101 - mmaction - INFO - Epoch [96][1060/1413] lr: 4.182e-01, eta: 2 days, 14:48:23, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2605, top5_acc: 0.4862, loss_cls: 3.6756, loss: 3.6756, grad_norm: 1.1222 2020-10-07 07:22:19,674 - mmaction - INFO - Epoch [96][1080/1413] lr: 4.182e-01, eta: 2 days, 14:48:02, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2621, top5_acc: 0.4872, loss_cls: 3.6916, loss: 3.6916, grad_norm: 1.1187 2020-10-07 07:22:39,304 - mmaction - INFO - Epoch [96][1100/1413] lr: 4.182e-01, eta: 2 days, 14:47:41, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2595, top5_acc: 0.4865, loss_cls: 3.6899, loss: 3.6899, grad_norm: 1.1013 2020-10-07 07:22:58,916 - mmaction - INFO - Epoch [96][1120/1413] lr: 4.182e-01, eta: 2 days, 14:47:20, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2471, top5_acc: 0.4750, loss_cls: 3.7271, loss: 3.7271, grad_norm: 1.1355 2020-10-07 07:23:18,594 - mmaction - INFO - Epoch [96][1140/1413] lr: 4.182e-01, eta: 2 days, 14:46:59, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2509, top5_acc: 0.4781, loss_cls: 3.7194, loss: 3.7194, grad_norm: 1.1057 2020-10-07 07:23:38,273 - mmaction - INFO - Epoch [96][1160/1413] lr: 4.182e-01, eta: 2 days, 14:46:38, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2557, top5_acc: 0.4930, loss_cls: 3.6763, loss: 3.6763, grad_norm: 1.1064 2020-10-07 07:23:57,815 - mmaction - INFO - Epoch [96][1180/1413] lr: 4.182e-01, eta: 2 days, 14:46:16, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2526, top5_acc: 0.4806, loss_cls: 3.7070, loss: 3.7070, grad_norm: 1.1303 2020-10-07 07:24:17,494 - mmaction - INFO - Epoch [96][1200/1413] lr: 4.182e-01, eta: 2 days, 14:45:56, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2496, top5_acc: 0.4819, loss_cls: 3.7280, loss: 3.7280, grad_norm: 1.1034 2020-10-07 07:24:37,160 - mmaction - INFO - Epoch [96][1220/1413] lr: 4.182e-01, eta: 2 days, 14:45:35, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2536, top5_acc: 0.4855, loss_cls: 3.7042, loss: 3.7042, grad_norm: 1.1006 2020-10-07 07:24:56,804 - mmaction - INFO - Epoch [96][1240/1413] lr: 4.182e-01, eta: 2 days, 14:45:14, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2546, top5_acc: 0.4801, loss_cls: 3.6953, loss: 3.6953, grad_norm: 1.1068 2020-10-07 07:25:16,457 - mmaction - INFO - Epoch [96][1260/1413] lr: 4.182e-01, eta: 2 days, 14:44:52, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2577, top5_acc: 0.4964, loss_cls: 3.7060, loss: 3.7060, grad_norm: 1.1032 2020-10-07 07:25:36,001 - mmaction - INFO - Epoch [96][1280/1413] lr: 4.182e-01, eta: 2 days, 14:44:31, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2576, top5_acc: 0.5000, loss_cls: 3.6366, loss: 3.6366, grad_norm: 1.1156 2020-10-07 07:25:55,625 - mmaction - INFO - Epoch [96][1300/1413] lr: 4.182e-01, eta: 2 days, 14:44:10, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2471, top5_acc: 0.4762, loss_cls: 3.7494, loss: 3.7494, grad_norm: 1.1144 2020-10-07 07:26:15,077 - mmaction - INFO - Epoch [96][1320/1413] lr: 4.182e-01, eta: 2 days, 14:43:48, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2548, top5_acc: 0.4781, loss_cls: 3.7294, loss: 3.7294, grad_norm: 1.0851 2020-10-07 07:26:34,690 - mmaction - INFO - Epoch [96][1340/1413] lr: 4.182e-01, eta: 2 days, 14:43:27, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2387, top5_acc: 0.4741, loss_cls: 3.7797, loss: 3.7797, grad_norm: 1.1014 2020-10-07 07:26:54,373 - mmaction - INFO - Epoch [96][1360/1413] lr: 4.182e-01, eta: 2 days, 14:43:06, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2591, top5_acc: 0.4820, loss_cls: 3.7012, loss: 3.7012, grad_norm: 1.1122 2020-10-07 07:27:14,016 - mmaction - INFO - Epoch [96][1380/1413] lr: 4.182e-01, eta: 2 days, 14:42:45, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2474, top5_acc: 0.4814, loss_cls: 3.7024, loss: 3.7024, grad_norm: 1.1089 2020-10-07 07:27:33,692 - mmaction - INFO - Epoch [96][1400/1413] lr: 4.182e-01, eta: 2 days, 14:42:24, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2454, top5_acc: 0.4753, loss_cls: 3.7367, loss: 3.7367, grad_norm: 1.1156 2020-10-07 07:27:46,931 - mmaction - INFO - Saving checkpoint at 96 epochs 2020-10-07 07:29:11,369 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-07 07:29:13,903 - mmaction - INFO - top1_acc 0.2406 top5_acc 0.4794 2020-10-07 07:29:13,903 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-07 07:29:14,022 - mmaction - INFO - mean_acc 0.2403 2020-10-07 07:29:14,022 - mmaction - INFO - Now best checkpoint is epoch_96.pth 2020-10-07 07:29:14,064 - mmaction - INFO - Epoch(val) [96][1413] top1_acc: 0.2406, top5_acc: 0.4794, mean_class_accuracy: 0.2403 2020-10-07 07:30:00,271 - mmaction - INFO - Epoch [97][20/1413] lr: 4.148e-01, eta: 2 days, 14:42:35, time: 2.308, data_time: 1.202, memory: 8482, top1_acc: 0.2641, top5_acc: 0.4923, loss_cls: 3.6602, loss: 3.6602, grad_norm: 1.1176 2020-10-07 07:30:18,674 - mmaction - INFO - Epoch [97][40/1413] lr: 4.148e-01, eta: 2 days, 14:42:10, time: 0.922, data_time: 0.003, memory: 8482, top1_acc: 0.2522, top5_acc: 0.4878, loss_cls: 3.6743, loss: 3.6743, grad_norm: 1.0995 2020-10-07 07:30:38,139 - mmaction - INFO - Epoch [97][60/1413] lr: 4.148e-01, eta: 2 days, 14:41:48, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2503, top5_acc: 0.4842, loss_cls: 3.6718, loss: 3.6718, grad_norm: 1.1198 2020-10-07 07:30:57,698 - mmaction - INFO - Epoch [97][80/1413] lr: 4.148e-01, eta: 2 days, 14:41:27, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2531, top5_acc: 0.4865, loss_cls: 3.6765, loss: 3.6765, grad_norm: 1.1132 2020-10-07 07:31:17,413 - mmaction - INFO - Epoch [97][100/1413] lr: 4.148e-01, eta: 2 days, 14:41:06, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.2492, top5_acc: 0.4866, loss_cls: 3.6773, loss: 3.6773, grad_norm: 1.1039 2020-10-07 07:31:37,050 - mmaction - INFO - Epoch [97][120/1413] lr: 4.148e-01, eta: 2 days, 14:40:45, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2628, top5_acc: 0.4861, loss_cls: 3.6464, loss: 3.6464, grad_norm: 1.1151 2020-10-07 07:31:56,669 - mmaction - INFO - Epoch [97][140/1413] lr: 4.148e-01, eta: 2 days, 14:40:24, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2568, top5_acc: 0.4917, loss_cls: 3.6652, loss: 3.6652, grad_norm: 1.1218 2020-10-07 07:32:16,189 - mmaction - INFO - Epoch [97][160/1413] lr: 4.148e-01, eta: 2 days, 14:40:03, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2608, top5_acc: 0.4990, loss_cls: 3.6520, loss: 3.6520, grad_norm: 1.0999 2020-10-07 07:32:35,742 - mmaction - INFO - Epoch [97][180/1413] lr: 4.148e-01, eta: 2 days, 14:39:41, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2583, top5_acc: 0.4957, loss_cls: 3.6718, loss: 3.6718, grad_norm: 1.1327 2020-10-07 07:32:55,400 - mmaction - INFO - Epoch [97][200/1413] lr: 4.148e-01, eta: 2 days, 14:39:20, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2570, top5_acc: 0.4904, loss_cls: 3.6712, loss: 3.6712, grad_norm: 1.1267 2020-10-07 07:33:14,902 - mmaction - INFO - Epoch [97][220/1413] lr: 4.148e-01, eta: 2 days, 14:38:59, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2508, top5_acc: 0.4760, loss_cls: 3.7120, loss: 3.7120, grad_norm: 1.1227 2020-10-07 07:33:34,577 - mmaction - INFO - Epoch [97][240/1413] lr: 4.148e-01, eta: 2 days, 14:38:38, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2561, top5_acc: 0.4871, loss_cls: 3.6905, loss: 3.6905, grad_norm: 1.1183 2020-10-07 07:33:54,082 - mmaction - INFO - Epoch [97][260/1413] lr: 4.148e-01, eta: 2 days, 14:38:16, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2542, top5_acc: 0.4842, loss_cls: 3.6956, loss: 3.6956, grad_norm: 1.1011 2020-10-07 07:34:13,640 - mmaction - INFO - Epoch [97][280/1413] lr: 4.148e-01, eta: 2 days, 14:37:55, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2622, top5_acc: 0.4887, loss_cls: 3.6783, loss: 3.6783, grad_norm: 1.1186 2020-10-07 07:34:33,189 - mmaction - INFO - Epoch [97][300/1413] lr: 4.148e-01, eta: 2 days, 14:37:33, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2492, top5_acc: 0.4875, loss_cls: 3.6894, loss: 3.6894, grad_norm: 1.1110 2020-10-07 07:34:52,866 - mmaction - INFO - Epoch [97][320/1413] lr: 4.148e-01, eta: 2 days, 14:37:12, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2462, top5_acc: 0.4829, loss_cls: 3.7165, loss: 3.7165, grad_norm: 1.1005 2020-10-07 07:35:12,510 - mmaction - INFO - Epoch [97][340/1413] lr: 4.148e-01, eta: 2 days, 14:36:51, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2586, top5_acc: 0.4875, loss_cls: 3.6518, loss: 3.6518, grad_norm: 1.0932 2020-10-07 07:35:32,009 - mmaction - INFO - Epoch [97][360/1413] lr: 4.148e-01, eta: 2 days, 14:36:30, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.2547, top5_acc: 0.4859, loss_cls: 3.7108, loss: 3.7108, grad_norm: 1.1203 2020-10-07 07:35:51,743 - mmaction - INFO - Epoch [97][380/1413] lr: 4.148e-01, eta: 2 days, 14:36:09, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2457, top5_acc: 0.4707, loss_cls: 3.7378, loss: 3.7378, grad_norm: 1.0945 2020-10-07 07:36:11,264 - mmaction - INFO - Epoch [97][400/1413] lr: 4.148e-01, eta: 2 days, 14:35:48, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2487, top5_acc: 0.4818, loss_cls: 3.6909, loss: 3.6909, grad_norm: 1.1425 2020-10-07 07:36:31,005 - mmaction - INFO - Epoch [97][420/1413] lr: 4.148e-01, eta: 2 days, 14:35:27, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2436, top5_acc: 0.4768, loss_cls: 3.7261, loss: 3.7261, grad_norm: 1.1148 2020-10-07 07:36:50,717 - mmaction - INFO - Epoch [97][440/1413] lr: 4.148e-01, eta: 2 days, 14:35:06, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2495, top5_acc: 0.4809, loss_cls: 3.7112, loss: 3.7112, grad_norm: 1.0844 2020-10-07 07:37:10,299 - mmaction - INFO - Epoch [97][460/1413] lr: 4.148e-01, eta: 2 days, 14:34:45, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2535, top5_acc: 0.4859, loss_cls: 3.6967, loss: 3.6967, grad_norm: 1.1207 2020-10-07 07:37:29,843 - mmaction - INFO - Epoch [97][480/1413] lr: 4.148e-01, eta: 2 days, 14:34:24, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2480, top5_acc: 0.4733, loss_cls: 3.7292, loss: 3.7292, grad_norm: 1.1134 2020-10-07 07:37:49,460 - mmaction - INFO - Epoch [97][500/1413] lr: 4.148e-01, eta: 2 days, 14:34:02, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2569, top5_acc: 0.4852, loss_cls: 3.6928, loss: 3.6928, grad_norm: 1.1138 2020-10-07 07:38:08,999 - mmaction - INFO - Epoch [97][520/1413] lr: 4.148e-01, eta: 2 days, 14:33:41, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2487, top5_acc: 0.4773, loss_cls: 3.7325, loss: 3.7325, grad_norm: 1.1319 2020-10-07 07:38:28,687 - mmaction - INFO - Epoch [97][540/1413] lr: 4.148e-01, eta: 2 days, 14:33:20, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2525, top5_acc: 0.4876, loss_cls: 3.6912, loss: 3.6912, grad_norm: 1.1217 2020-10-07 07:38:48,390 - mmaction - INFO - Epoch [97][560/1413] lr: 4.148e-01, eta: 2 days, 14:32:59, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2423, top5_acc: 0.4682, loss_cls: 3.7647, loss: 3.7647, grad_norm: 1.0855 2020-10-07 07:39:08,190 - mmaction - INFO - Epoch [97][580/1413] lr: 4.148e-01, eta: 2 days, 14:32:39, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.2522, top5_acc: 0.4922, loss_cls: 3.6901, loss: 3.6901, grad_norm: 1.1103 2020-10-07 07:39:27,826 - mmaction - INFO - Epoch [97][600/1413] lr: 4.148e-01, eta: 2 days, 14:32:18, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2590, top5_acc: 0.4898, loss_cls: 3.6759, loss: 3.6759, grad_norm: 1.1194 2020-10-07 07:39:47,501 - mmaction - INFO - Epoch [97][620/1413] lr: 4.148e-01, eta: 2 days, 14:31:57, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2521, top5_acc: 0.4790, loss_cls: 3.7269, loss: 3.7269, grad_norm: 1.1062 2020-10-07 07:40:07,138 - mmaction - INFO - Epoch [97][640/1413] lr: 4.148e-01, eta: 2 days, 14:31:36, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2568, top5_acc: 0.4885, loss_cls: 3.6728, loss: 3.6728, grad_norm: 1.1215 2020-10-07 07:40:26,728 - mmaction - INFO - Epoch [97][660/1413] lr: 4.148e-01, eta: 2 days, 14:31:14, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2529, top5_acc: 0.4889, loss_cls: 3.6706, loss: 3.6706, grad_norm: 1.1158 2020-10-07 07:40:46,306 - mmaction - INFO - Epoch [97][680/1413] lr: 4.148e-01, eta: 2 days, 14:30:53, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2497, top5_acc: 0.4772, loss_cls: 3.7242, loss: 3.7242, grad_norm: 1.1147 2020-10-07 07:41:05,881 - mmaction - INFO - Epoch [97][700/1413] lr: 4.148e-01, eta: 2 days, 14:30:32, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2569, top5_acc: 0.4915, loss_cls: 3.6828, loss: 3.6828, grad_norm: 1.1064 2020-10-07 07:41:25,553 - mmaction - INFO - Epoch [97][720/1413] lr: 4.148e-01, eta: 2 days, 14:30:11, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2521, top5_acc: 0.4872, loss_cls: 3.6916, loss: 3.6916, grad_norm: 1.0933 2020-10-07 07:41:45,100 - mmaction - INFO - Epoch [97][740/1413] lr: 4.148e-01, eta: 2 days, 14:29:50, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2520, top5_acc: 0.4833, loss_cls: 3.7196, loss: 3.7196, grad_norm: 1.1060 2020-10-07 07:42:04,851 - mmaction - INFO - Epoch [97][760/1413] lr: 4.148e-01, eta: 2 days, 14:29:29, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.2486, top5_acc: 0.4793, loss_cls: 3.6887, loss: 3.6887, grad_norm: 1.0979 2020-10-07 07:42:24,404 - mmaction - INFO - Epoch [97][780/1413] lr: 4.148e-01, eta: 2 days, 14:29:07, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2557, top5_acc: 0.4788, loss_cls: 3.7122, loss: 3.7122, grad_norm: 1.1150 2020-10-07 07:42:43,991 - mmaction - INFO - Epoch [97][800/1413] lr: 4.148e-01, eta: 2 days, 14:28:46, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2539, top5_acc: 0.4845, loss_cls: 3.7085, loss: 3.7085, grad_norm: 1.1087 2020-10-07 07:43:03,516 - mmaction - INFO - Epoch [97][820/1413] lr: 4.148e-01, eta: 2 days, 14:28:25, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2565, top5_acc: 0.4913, loss_cls: 3.6794, loss: 3.6794, grad_norm: 1.1203 2020-10-07 07:43:23,202 - mmaction - INFO - Epoch [97][840/1413] lr: 4.148e-01, eta: 2 days, 14:28:04, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2486, top5_acc: 0.4757, loss_cls: 3.7274, loss: 3.7274, grad_norm: 1.1304 2020-10-07 07:43:42,869 - mmaction - INFO - Epoch [97][860/1413] lr: 4.148e-01, eta: 2 days, 14:27:43, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2473, top5_acc: 0.4770, loss_cls: 3.7267, loss: 3.7267, grad_norm: 1.1077 2020-10-07 07:44:02,560 - mmaction - INFO - Epoch [97][880/1413] lr: 4.148e-01, eta: 2 days, 14:27:22, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2549, top5_acc: 0.4823, loss_cls: 3.6850, loss: 3.6850, grad_norm: 1.1118 2020-10-07 07:44:22,152 - mmaction - INFO - Epoch [97][900/1413] lr: 4.148e-01, eta: 2 days, 14:27:01, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2521, top5_acc: 0.4816, loss_cls: 3.6898, loss: 3.6898, grad_norm: 1.1206 2020-10-07 07:44:41,778 - mmaction - INFO - Epoch [97][920/1413] lr: 4.148e-01, eta: 2 days, 14:26:40, time: 0.982, data_time: 0.004, memory: 8482, top1_acc: 0.2460, top5_acc: 0.4796, loss_cls: 3.7344, loss: 3.7344, grad_norm: 1.1344 2020-10-07 07:45:01,498 - mmaction - INFO - Epoch [97][940/1413] lr: 4.148e-01, eta: 2 days, 14:26:19, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2508, top5_acc: 0.4767, loss_cls: 3.7192, loss: 3.7192, grad_norm: 1.1007 2020-10-07 07:45:21,008 - mmaction - INFO - Epoch [97][960/1413] lr: 4.148e-01, eta: 2 days, 14:25:58, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2469, top5_acc: 0.4802, loss_cls: 3.7114, loss: 3.7114, grad_norm: 1.1129 2020-10-07 07:45:40,619 - mmaction - INFO - Epoch [97][980/1413] lr: 4.148e-01, eta: 2 days, 14:25:36, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2602, top5_acc: 0.4918, loss_cls: 3.6486, loss: 3.6486, grad_norm: 1.1073 2020-10-07 07:46:00,201 - mmaction - INFO - Epoch [97][1000/1413] lr: 4.148e-01, eta: 2 days, 14:25:15, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2454, top5_acc: 0.4740, loss_cls: 3.7534, loss: 3.7534, grad_norm: 1.1028 2020-10-07 07:46:19,878 - mmaction - INFO - Epoch [97][1020/1413] lr: 4.148e-01, eta: 2 days, 14:24:54, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2492, top5_acc: 0.4781, loss_cls: 3.7152, loss: 3.7152, grad_norm: 1.1075 2020-10-07 07:46:39,386 - mmaction - INFO - Epoch [97][1040/1413] lr: 4.148e-01, eta: 2 days, 14:24:33, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.2473, top5_acc: 0.4760, loss_cls: 3.7329, loss: 3.7329, grad_norm: 1.1130 2020-10-07 07:46:58,910 - mmaction - INFO - Epoch [97][1060/1413] lr: 4.148e-01, eta: 2 days, 14:24:11, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2467, top5_acc: 0.4818, loss_cls: 3.6668, loss: 3.6668, grad_norm: 1.1211 2020-10-07 07:47:18,456 - mmaction - INFO - Epoch [97][1080/1413] lr: 4.148e-01, eta: 2 days, 14:23:50, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2486, top5_acc: 0.4788, loss_cls: 3.7416, loss: 3.7416, grad_norm: 1.1228 2020-10-07 07:47:38,091 - mmaction - INFO - Epoch [97][1100/1413] lr: 4.148e-01, eta: 2 days, 14:23:29, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2516, top5_acc: 0.4901, loss_cls: 3.6700, loss: 3.6700, grad_norm: 1.1215 2020-10-07 07:47:57,590 - mmaction - INFO - Epoch [97][1120/1413] lr: 4.148e-01, eta: 2 days, 14:23:08, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2483, top5_acc: 0.4788, loss_cls: 3.7163, loss: 3.7163, grad_norm: 1.1203 2020-10-07 07:48:17,210 - mmaction - INFO - Epoch [97][1140/1413] lr: 4.148e-01, eta: 2 days, 14:22:47, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2430, top5_acc: 0.4740, loss_cls: 3.7843, loss: 3.7843, grad_norm: 1.1089 2020-10-07 07:48:37,019 - mmaction - INFO - Epoch [97][1160/1413] lr: 4.148e-01, eta: 2 days, 14:22:26, time: 0.990, data_time: 0.001, memory: 8482, top1_acc: 0.2409, top5_acc: 0.4646, loss_cls: 3.7863, loss: 3.7863, grad_norm: 1.1083 2020-10-07 07:48:56,798 - mmaction - INFO - Epoch [97][1180/1413] lr: 4.148e-01, eta: 2 days, 14:22:05, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2594, top5_acc: 0.4866, loss_cls: 3.6759, loss: 3.6759, grad_norm: 1.0822 2020-10-07 07:49:16,386 - mmaction - INFO - Epoch [97][1200/1413] lr: 4.148e-01, eta: 2 days, 14:21:44, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2572, top5_acc: 0.4910, loss_cls: 3.6758, loss: 3.6758, grad_norm: 1.1131 2020-10-07 07:49:35,904 - mmaction - INFO - Epoch [97][1220/1413] lr: 4.148e-01, eta: 2 days, 14:21:23, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2454, top5_acc: 0.4749, loss_cls: 3.7342, loss: 3.7342, grad_norm: 1.1391 2020-10-07 07:49:55,601 - mmaction - INFO - Epoch [97][1240/1413] lr: 4.148e-01, eta: 2 days, 14:21:02, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2527, top5_acc: 0.4875, loss_cls: 3.7126, loss: 3.7126, grad_norm: 1.1077 2020-10-07 07:50:15,342 - mmaction - INFO - Epoch [97][1260/1413] lr: 4.148e-01, eta: 2 days, 14:20:41, time: 0.988, data_time: 0.001, memory: 8482, top1_acc: 0.2449, top5_acc: 0.4801, loss_cls: 3.6871, loss: 3.6871, grad_norm: 1.1096 2020-10-07 07:50:34,953 - mmaction - INFO - Epoch [97][1280/1413] lr: 4.148e-01, eta: 2 days, 14:20:20, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2529, top5_acc: 0.4898, loss_cls: 3.6670, loss: 3.6670, grad_norm: 1.1135 2020-10-07 07:50:54,693 - mmaction - INFO - Epoch [97][1300/1413] lr: 4.148e-01, eta: 2 days, 14:19:59, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2493, top5_acc: 0.4845, loss_cls: 3.7249, loss: 3.7249, grad_norm: 1.1303 2020-10-07 07:51:14,236 - mmaction - INFO - Epoch [97][1320/1413] lr: 4.148e-01, eta: 2 days, 14:19:38, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2525, top5_acc: 0.4815, loss_cls: 3.7107, loss: 3.7107, grad_norm: 1.1221 2020-10-07 07:51:33,755 - mmaction - INFO - Epoch [97][1340/1413] lr: 4.148e-01, eta: 2 days, 14:19:17, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2398, top5_acc: 0.4728, loss_cls: 3.7577, loss: 3.7577, grad_norm: 1.1036 2020-10-07 07:51:53,379 - mmaction - INFO - Epoch [97][1360/1413] lr: 4.148e-01, eta: 2 days, 14:18:56, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2513, top5_acc: 0.4741, loss_cls: 3.7112, loss: 3.7112, grad_norm: 1.0984 2020-10-07 07:52:12,989 - mmaction - INFO - Epoch [97][1380/1413] lr: 4.148e-01, eta: 2 days, 14:18:34, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2595, top5_acc: 0.4874, loss_cls: 3.6933, loss: 3.6933, grad_norm: 1.1173 2020-10-07 07:52:32,653 - mmaction - INFO - Epoch [97][1400/1413] lr: 4.148e-01, eta: 2 days, 14:18:14, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2514, top5_acc: 0.4901, loss_cls: 3.6878, loss: 3.6878, grad_norm: 1.1118 2020-10-07 07:53:36,690 - mmaction - INFO - Epoch [98][20/1413] lr: 4.114e-01, eta: 2 days, 14:18:39, time: 2.542, data_time: 1.517, memory: 8482, top1_acc: 0.2461, top5_acc: 0.4799, loss_cls: 3.7308, loss: 3.7308, grad_norm: 1.1135 2020-10-07 07:53:56,066 - mmaction - INFO - Epoch [98][40/1413] lr: 4.114e-01, eta: 2 days, 14:18:17, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.2594, top5_acc: 0.4962, loss_cls: 3.6687, loss: 3.6687, grad_norm: 1.0964 2020-10-07 07:54:15,656 - mmaction - INFO - Epoch [98][60/1413] lr: 4.114e-01, eta: 2 days, 14:17:55, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2689, top5_acc: 0.4926, loss_cls: 3.6355, loss: 3.6355, grad_norm: 1.1088 2020-10-07 07:54:35,387 - mmaction - INFO - Epoch [98][80/1413] lr: 4.114e-01, eta: 2 days, 14:17:35, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2503, top5_acc: 0.4844, loss_cls: 3.7155, loss: 3.7155, grad_norm: 1.1348 2020-10-07 07:54:54,933 - mmaction - INFO - Epoch [98][100/1413] lr: 4.114e-01, eta: 2 days, 14:17:13, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2587, top5_acc: 0.4987, loss_cls: 3.6717, loss: 3.6717, grad_norm: 1.1324 2020-10-07 07:55:14,510 - mmaction - INFO - Epoch [98][120/1413] lr: 4.114e-01, eta: 2 days, 14:16:52, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2508, top5_acc: 0.4824, loss_cls: 3.7070, loss: 3.7070, grad_norm: 1.1005 2020-10-07 07:55:34,125 - mmaction - INFO - Epoch [98][140/1413] lr: 4.114e-01, eta: 2 days, 14:16:31, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2589, top5_acc: 0.4837, loss_cls: 3.6957, loss: 3.6957, grad_norm: 1.1126 2020-10-07 07:55:53,799 - mmaction - INFO - Epoch [98][160/1413] lr: 4.114e-01, eta: 2 days, 14:16:10, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2579, top5_acc: 0.4858, loss_cls: 3.6806, loss: 3.6806, grad_norm: 1.1207 2020-10-07 07:56:13,460 - mmaction - INFO - Epoch [98][180/1413] lr: 4.114e-01, eta: 2 days, 14:15:49, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2493, top5_acc: 0.4854, loss_cls: 3.6963, loss: 3.6963, grad_norm: 1.1338 2020-10-07 07:56:33,059 - mmaction - INFO - Epoch [98][200/1413] lr: 4.114e-01, eta: 2 days, 14:15:28, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2544, top5_acc: 0.4836, loss_cls: 3.7247, loss: 3.7247, grad_norm: 1.1338 2020-10-07 07:56:52,893 - mmaction - INFO - Epoch [98][220/1413] lr: 4.114e-01, eta: 2 days, 14:15:08, time: 0.991, data_time: 0.002, memory: 8482, top1_acc: 0.2612, top5_acc: 0.4887, loss_cls: 3.6460, loss: 3.6460, grad_norm: 1.0865 2020-10-07 07:57:12,661 - mmaction - INFO - Epoch [98][240/1413] lr: 4.114e-01, eta: 2 days, 14:14:47, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2517, top5_acc: 0.4845, loss_cls: 3.6918, loss: 3.6918, grad_norm: 1.1136 2020-10-07 07:57:32,272 - mmaction - INFO - Epoch [98][260/1413] lr: 4.114e-01, eta: 2 days, 14:14:26, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2462, top5_acc: 0.4768, loss_cls: 3.7313, loss: 3.7313, grad_norm: 1.1098 2020-10-07 07:57:51,840 - mmaction - INFO - Epoch [98][280/1413] lr: 4.114e-01, eta: 2 days, 14:14:05, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2487, top5_acc: 0.4788, loss_cls: 3.7312, loss: 3.7312, grad_norm: 1.1081 2020-10-07 07:58:11,441 - mmaction - INFO - Epoch [98][300/1413] lr: 4.114e-01, eta: 2 days, 14:13:43, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2569, top5_acc: 0.4811, loss_cls: 3.7126, loss: 3.7126, grad_norm: 1.1079 2020-10-07 07:58:31,008 - mmaction - INFO - Epoch [98][320/1413] lr: 4.114e-01, eta: 2 days, 14:13:22, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2434, top5_acc: 0.4815, loss_cls: 3.7196, loss: 3.7196, grad_norm: 1.1156 2020-10-07 07:58:50,614 - mmaction - INFO - Epoch [98][340/1413] lr: 4.114e-01, eta: 2 days, 14:13:01, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2513, top5_acc: 0.4720, loss_cls: 3.7458, loss: 3.7458, grad_norm: 1.1090 2020-10-07 07:59:10,226 - mmaction - INFO - Epoch [98][360/1413] lr: 4.114e-01, eta: 2 days, 14:12:40, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2544, top5_acc: 0.4868, loss_cls: 3.6672, loss: 3.6672, grad_norm: 1.1198 2020-10-07 07:59:29,789 - mmaction - INFO - Epoch [98][380/1413] lr: 4.114e-01, eta: 2 days, 14:12:19, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2561, top5_acc: 0.4922, loss_cls: 3.6526, loss: 3.6526, grad_norm: 1.1159 2020-10-07 07:59:49,400 - mmaction - INFO - Epoch [98][400/1413] lr: 4.114e-01, eta: 2 days, 14:11:57, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2551, top5_acc: 0.4875, loss_cls: 3.6666, loss: 3.6666, grad_norm: 1.1049 2020-10-07 08:00:09,549 - mmaction - INFO - Epoch [98][420/1413] lr: 4.114e-01, eta: 2 days, 14:11:38, time: 1.008, data_time: 0.002, memory: 8482, top1_acc: 0.2587, top5_acc: 0.4824, loss_cls: 3.6786, loss: 3.6786, grad_norm: 1.1224 2020-10-07 08:00:29,233 - mmaction - INFO - Epoch [98][440/1413] lr: 4.114e-01, eta: 2 days, 14:11:17, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2543, top5_acc: 0.4857, loss_cls: 3.6606, loss: 3.6606, grad_norm: 1.1322 2020-10-07 08:00:48,767 - mmaction - INFO - Epoch [98][460/1413] lr: 4.114e-01, eta: 2 days, 14:10:56, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2466, top5_acc: 0.4743, loss_cls: 3.7511, loss: 3.7511, grad_norm: 1.1408 2020-10-07 08:01:08,421 - mmaction - INFO - Epoch [98][480/1413] lr: 4.114e-01, eta: 2 days, 14:10:35, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2555, top5_acc: 0.4839, loss_cls: 3.7061, loss: 3.7061, grad_norm: 1.1164 2020-10-07 08:01:28,084 - mmaction - INFO - Epoch [98][500/1413] lr: 4.114e-01, eta: 2 days, 14:10:14, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2540, top5_acc: 0.4921, loss_cls: 3.6831, loss: 3.6831, grad_norm: 1.1029 2020-10-07 08:01:47,639 - mmaction - INFO - Epoch [98][520/1413] lr: 4.114e-01, eta: 2 days, 14:09:53, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2549, top5_acc: 0.4971, loss_cls: 3.6553, loss: 3.6553, grad_norm: 1.1292 2020-10-07 08:02:07,243 - mmaction - INFO - Epoch [98][540/1413] lr: 4.114e-01, eta: 2 days, 14:09:31, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2539, top5_acc: 0.4854, loss_cls: 3.6760, loss: 3.6760, grad_norm: 1.1062 2020-10-07 08:02:26,904 - mmaction - INFO - Epoch [98][560/1413] lr: 4.114e-01, eta: 2 days, 14:09:10, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2563, top5_acc: 0.4810, loss_cls: 3.7155, loss: 3.7155, grad_norm: 1.1140 2020-10-07 08:02:46,438 - mmaction - INFO - Epoch [98][580/1413] lr: 4.114e-01, eta: 2 days, 14:08:49, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2477, top5_acc: 0.4867, loss_cls: 3.6852, loss: 3.6852, grad_norm: 1.1088 2020-10-07 08:03:06,010 - mmaction - INFO - Epoch [98][600/1413] lr: 4.114e-01, eta: 2 days, 14:08:28, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2445, top5_acc: 0.4760, loss_cls: 3.7559, loss: 3.7559, grad_norm: 1.1190 2020-10-07 08:03:25,589 - mmaction - INFO - Epoch [98][620/1413] lr: 4.114e-01, eta: 2 days, 14:08:07, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2449, top5_acc: 0.4738, loss_cls: 3.7525, loss: 3.7525, grad_norm: 1.1107 2020-10-07 08:03:45,161 - mmaction - INFO - Epoch [98][640/1413] lr: 4.114e-01, eta: 2 days, 14:07:45, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2492, top5_acc: 0.4839, loss_cls: 3.6730, loss: 3.6730, grad_norm: 1.1263 2020-10-07 08:04:04,825 - mmaction - INFO - Epoch [98][660/1413] lr: 4.114e-01, eta: 2 days, 14:07:24, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2547, top5_acc: 0.4889, loss_cls: 3.6944, loss: 3.6944, grad_norm: 1.1275 2020-10-07 08:04:24,454 - mmaction - INFO - Epoch [98][680/1413] lr: 4.114e-01, eta: 2 days, 14:07:03, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2594, top5_acc: 0.4889, loss_cls: 3.6841, loss: 3.6841, grad_norm: 1.0983 2020-10-07 08:04:44,084 - mmaction - INFO - Epoch [98][700/1413] lr: 4.114e-01, eta: 2 days, 14:06:42, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2555, top5_acc: 0.4872, loss_cls: 3.6786, loss: 3.6786, grad_norm: 1.1116 2020-10-07 08:05:03,686 - mmaction - INFO - Epoch [98][720/1413] lr: 4.114e-01, eta: 2 days, 14:06:21, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2566, top5_acc: 0.4827, loss_cls: 3.6634, loss: 3.6634, grad_norm: 1.1076 2020-10-07 08:05:23,180 - mmaction - INFO - Epoch [98][740/1413] lr: 4.114e-01, eta: 2 days, 14:06:00, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.2564, top5_acc: 0.4757, loss_cls: 3.7511, loss: 3.7511, grad_norm: 1.1072 2020-10-07 08:05:42,758 - mmaction - INFO - Epoch [98][760/1413] lr: 4.114e-01, eta: 2 days, 14:05:38, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2543, top5_acc: 0.4819, loss_cls: 3.6913, loss: 3.6913, grad_norm: 1.1050 2020-10-07 08:06:02,318 - mmaction - INFO - Epoch [98][780/1413] lr: 4.114e-01, eta: 2 days, 14:05:17, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2349, top5_acc: 0.4711, loss_cls: 3.7521, loss: 3.7521, grad_norm: 1.1217 2020-10-07 08:06:21,957 - mmaction - INFO - Epoch [98][800/1413] lr: 4.114e-01, eta: 2 days, 14:04:56, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2453, top5_acc: 0.4720, loss_cls: 3.7318, loss: 3.7318, grad_norm: 1.1114 2020-10-07 08:06:41,490 - mmaction - INFO - Epoch [98][820/1413] lr: 4.114e-01, eta: 2 days, 14:04:35, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2615, top5_acc: 0.4887, loss_cls: 3.6781, loss: 3.6781, grad_norm: 1.0972 2020-10-07 08:07:01,087 - mmaction - INFO - Epoch [98][840/1413] lr: 4.114e-01, eta: 2 days, 14:04:14, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2518, top5_acc: 0.4888, loss_cls: 3.7099, loss: 3.7099, grad_norm: 1.1282 2020-10-07 08:07:20,613 - mmaction - INFO - Epoch [98][860/1413] lr: 4.114e-01, eta: 2 days, 14:03:52, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2547, top5_acc: 0.4777, loss_cls: 3.7293, loss: 3.7293, grad_norm: 1.1035 2020-10-07 08:07:40,152 - mmaction - INFO - Epoch [98][880/1413] lr: 4.114e-01, eta: 2 days, 14:03:31, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2470, top5_acc: 0.4824, loss_cls: 3.7212, loss: 3.7212, grad_norm: 1.1234 2020-10-07 08:07:59,775 - mmaction - INFO - Epoch [98][900/1413] lr: 4.114e-01, eta: 2 days, 14:03:10, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2546, top5_acc: 0.4743, loss_cls: 3.7397, loss: 3.7397, grad_norm: 1.1037 2020-10-07 08:08:19,448 - mmaction - INFO - Epoch [98][920/1413] lr: 4.114e-01, eta: 2 days, 14:02:49, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2500, top5_acc: 0.4849, loss_cls: 3.7316, loss: 3.7316, grad_norm: 1.1125 2020-10-07 08:08:39,031 - mmaction - INFO - Epoch [98][940/1413] lr: 4.114e-01, eta: 2 days, 14:02:28, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2473, top5_acc: 0.4854, loss_cls: 3.7223, loss: 3.7223, grad_norm: 1.0998 2020-10-07 08:08:58,639 - mmaction - INFO - Epoch [98][960/1413] lr: 4.114e-01, eta: 2 days, 14:02:07, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2553, top5_acc: 0.4859, loss_cls: 3.6975, loss: 3.6975, grad_norm: 1.1216 2020-10-07 08:09:18,229 - mmaction - INFO - Epoch [98][980/1413] lr: 4.114e-01, eta: 2 days, 14:01:46, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2583, top5_acc: 0.4862, loss_cls: 3.6935, loss: 3.6935, grad_norm: 1.1161 2020-10-07 08:09:37,869 - mmaction - INFO - Epoch [98][1000/1413] lr: 4.114e-01, eta: 2 days, 14:01:25, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2492, top5_acc: 0.4823, loss_cls: 3.7054, loss: 3.7054, grad_norm: 1.1123 2020-10-07 08:09:57,451 - mmaction - INFO - Epoch [98][1020/1413] lr: 4.114e-01, eta: 2 days, 14:01:03, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2530, top5_acc: 0.4753, loss_cls: 3.7435, loss: 3.7435, grad_norm: 1.1327 2020-10-07 08:10:17,055 - mmaction - INFO - Epoch [98][1040/1413] lr: 4.114e-01, eta: 2 days, 14:00:42, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2544, top5_acc: 0.4824, loss_cls: 3.7260, loss: 3.7260, grad_norm: 1.1161 2020-10-07 08:10:36,698 - mmaction - INFO - Epoch [98][1060/1413] lr: 4.114e-01, eta: 2 days, 14:00:21, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2531, top5_acc: 0.4833, loss_cls: 3.6886, loss: 3.6886, grad_norm: 1.1141 2020-10-07 08:10:56,256 - mmaction - INFO - Epoch [98][1080/1413] lr: 4.114e-01, eta: 2 days, 14:00:00, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2475, top5_acc: 0.4812, loss_cls: 3.7173, loss: 3.7173, grad_norm: 1.1010 2020-10-07 08:11:15,971 - mmaction - INFO - Epoch [98][1100/1413] lr: 4.114e-01, eta: 2 days, 13:59:39, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2565, top5_acc: 0.4796, loss_cls: 3.7232, loss: 3.7232, grad_norm: 1.1240 2020-10-07 08:11:35,577 - mmaction - INFO - Epoch [98][1120/1413] lr: 4.114e-01, eta: 2 days, 13:59:18, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2607, top5_acc: 0.4905, loss_cls: 3.6588, loss: 3.6588, grad_norm: 1.1197 2020-10-07 08:11:55,241 - mmaction - INFO - Epoch [98][1140/1413] lr: 4.114e-01, eta: 2 days, 13:58:57, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2633, top5_acc: 0.4932, loss_cls: 3.6380, loss: 3.6380, grad_norm: 1.1210 2020-10-07 08:12:14,917 - mmaction - INFO - Epoch [98][1160/1413] lr: 4.114e-01, eta: 2 days, 13:58:36, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2522, top5_acc: 0.4828, loss_cls: 3.6831, loss: 3.6831, grad_norm: 1.1263 2020-10-07 08:12:34,676 - mmaction - INFO - Epoch [98][1180/1413] lr: 4.114e-01, eta: 2 days, 13:58:16, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2563, top5_acc: 0.4829, loss_cls: 3.7029, loss: 3.7029, grad_norm: 1.1297 2020-10-07 08:12:54,341 - mmaction - INFO - Epoch [98][1200/1413] lr: 4.114e-01, eta: 2 days, 13:57:55, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2560, top5_acc: 0.4868, loss_cls: 3.7158, loss: 3.7158, grad_norm: 1.1249 2020-10-07 08:13:13,978 - mmaction - INFO - Epoch [98][1220/1413] lr: 4.114e-01, eta: 2 days, 13:57:34, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2557, top5_acc: 0.4833, loss_cls: 3.7128, loss: 3.7128, grad_norm: 1.1106 2020-10-07 08:13:33,595 - mmaction - INFO - Epoch [98][1240/1413] lr: 4.114e-01, eta: 2 days, 13:57:13, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2487, top5_acc: 0.4760, loss_cls: 3.7403, loss: 3.7403, grad_norm: 1.1263 2020-10-07 08:13:53,129 - mmaction - INFO - Epoch [98][1260/1413] lr: 4.114e-01, eta: 2 days, 13:56:51, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2461, top5_acc: 0.4740, loss_cls: 3.7376, loss: 3.7376, grad_norm: 1.1418 2020-10-07 08:14:12,683 - mmaction - INFO - Epoch [98][1280/1413] lr: 4.114e-01, eta: 2 days, 13:56:30, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2480, top5_acc: 0.4721, loss_cls: 3.7461, loss: 3.7461, grad_norm: 1.0962 2020-10-07 08:14:32,229 - mmaction - INFO - Epoch [98][1300/1413] lr: 4.114e-01, eta: 2 days, 13:56:09, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2490, top5_acc: 0.4884, loss_cls: 3.7190, loss: 3.7190, grad_norm: 1.1127 2020-10-07 08:14:51,909 - mmaction - INFO - Epoch [98][1320/1413] lr: 4.114e-01, eta: 2 days, 13:55:48, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2507, top5_acc: 0.4747, loss_cls: 3.7163, loss: 3.7163, grad_norm: 1.1063 2020-10-07 08:15:11,463 - mmaction - INFO - Epoch [98][1340/1413] lr: 4.114e-01, eta: 2 days, 13:55:27, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2543, top5_acc: 0.4859, loss_cls: 3.7143, loss: 3.7143, grad_norm: 1.1019 2020-10-07 08:15:31,040 - mmaction - INFO - Epoch [98][1360/1413] lr: 4.114e-01, eta: 2 days, 13:55:06, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2491, top5_acc: 0.4839, loss_cls: 3.6879, loss: 3.6879, grad_norm: 1.1249 2020-10-07 08:15:50,652 - mmaction - INFO - Epoch [98][1380/1413] lr: 4.114e-01, eta: 2 days, 13:54:44, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2513, top5_acc: 0.4783, loss_cls: 3.7199, loss: 3.7199, grad_norm: 1.1219 2020-10-07 08:16:10,308 - mmaction - INFO - Epoch [98][1400/1413] lr: 4.114e-01, eta: 2 days, 13:54:24, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2525, top5_acc: 0.4814, loss_cls: 3.7017, loss: 3.7017, grad_norm: 1.1198 2020-10-07 08:17:17,236 - mmaction - INFO - Epoch [99][20/1413] lr: 4.080e-01, eta: 2 days, 13:54:52, time: 2.625, data_time: 1.626, memory: 8482, top1_acc: 0.2529, top5_acc: 0.4861, loss_cls: 3.7010, loss: 3.7010, grad_norm: 1.1204 2020-10-07 08:17:36,620 - mmaction - INFO - Epoch [99][40/1413] lr: 4.080e-01, eta: 2 days, 13:54:31, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.2609, top5_acc: 0.4888, loss_cls: 3.6636, loss: 3.6636, grad_norm: 1.1142 2020-10-07 08:17:56,270 - mmaction - INFO - Epoch [99][60/1413] lr: 4.080e-01, eta: 2 days, 13:54:10, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2514, top5_acc: 0.4883, loss_cls: 3.6888, loss: 3.6888, grad_norm: 1.1456 2020-10-07 08:18:15,934 - mmaction - INFO - Epoch [99][80/1413] lr: 4.080e-01, eta: 2 days, 13:53:49, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2591, top5_acc: 0.4846, loss_cls: 3.6894, loss: 3.6894, grad_norm: 1.1207 2020-10-07 08:18:35,460 - mmaction - INFO - Epoch [99][100/1413] lr: 4.080e-01, eta: 2 days, 13:53:27, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2493, top5_acc: 0.4840, loss_cls: 3.7050, loss: 3.7050, grad_norm: 1.1279 2020-10-07 08:18:55,094 - mmaction - INFO - Epoch [99][120/1413] lr: 4.080e-01, eta: 2 days, 13:53:06, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2430, top5_acc: 0.4701, loss_cls: 3.7523, loss: 3.7523, grad_norm: 1.1160 2020-10-07 08:19:14,767 - mmaction - INFO - Epoch [99][140/1413] lr: 4.080e-01, eta: 2 days, 13:52:45, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2510, top5_acc: 0.4849, loss_cls: 3.7083, loss: 3.7083, grad_norm: 1.1213 2020-10-07 08:19:34,373 - mmaction - INFO - Epoch [99][160/1413] lr: 4.080e-01, eta: 2 days, 13:52:24, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2428, top5_acc: 0.4712, loss_cls: 3.7369, loss: 3.7369, grad_norm: 1.1118 2020-10-07 08:19:54,017 - mmaction - INFO - Epoch [99][180/1413] lr: 4.080e-01, eta: 2 days, 13:52:03, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2549, top5_acc: 0.4806, loss_cls: 3.7025, loss: 3.7025, grad_norm: 1.1105 2020-10-07 08:20:13,541 - mmaction - INFO - Epoch [99][200/1413] lr: 4.080e-01, eta: 2 days, 13:51:42, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2522, top5_acc: 0.4876, loss_cls: 3.6931, loss: 3.6931, grad_norm: 1.1079 2020-10-07 08:20:33,302 - mmaction - INFO - Epoch [99][220/1413] lr: 4.080e-01, eta: 2 days, 13:51:21, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2547, top5_acc: 0.4906, loss_cls: 3.6727, loss: 3.6727, grad_norm: 1.1385 2020-10-07 08:20:52,939 - mmaction - INFO - Epoch [99][240/1413] lr: 4.080e-01, eta: 2 days, 13:51:00, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2535, top5_acc: 0.4824, loss_cls: 3.6931, loss: 3.6931, grad_norm: 1.1136 2020-10-07 08:21:12,675 - mmaction - INFO - Epoch [99][260/1413] lr: 4.080e-01, eta: 2 days, 13:50:40, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2579, top5_acc: 0.4867, loss_cls: 3.6874, loss: 3.6874, grad_norm: 1.1149 2020-10-07 08:21:32,393 - mmaction - INFO - Epoch [99][280/1413] lr: 4.080e-01, eta: 2 days, 13:50:19, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2608, top5_acc: 0.4974, loss_cls: 3.6521, loss: 3.6521, grad_norm: 1.1282 2020-10-07 08:21:51,983 - mmaction - INFO - Epoch [99][300/1413] lr: 4.080e-01, eta: 2 days, 13:49:58, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2560, top5_acc: 0.4879, loss_cls: 3.6716, loss: 3.6716, grad_norm: 1.1132 2020-10-07 08:22:11,667 - mmaction - INFO - Epoch [99][320/1413] lr: 4.080e-01, eta: 2 days, 13:49:37, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2539, top5_acc: 0.4768, loss_cls: 3.7365, loss: 3.7365, grad_norm: 1.1281 2020-10-07 08:22:31,397 - mmaction - INFO - Epoch [99][340/1413] lr: 4.080e-01, eta: 2 days, 13:49:16, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.2544, top5_acc: 0.4828, loss_cls: 3.6970, loss: 3.6970, grad_norm: 1.1074 2020-10-07 08:22:51,022 - mmaction - INFO - Epoch [99][360/1413] lr: 4.080e-01, eta: 2 days, 13:48:55, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2616, top5_acc: 0.4935, loss_cls: 3.6849, loss: 3.6849, grad_norm: 1.1046 2020-10-07 08:23:10,717 - mmaction - INFO - Epoch [99][380/1413] lr: 4.080e-01, eta: 2 days, 13:48:34, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2591, top5_acc: 0.4896, loss_cls: 3.6627, loss: 3.6627, grad_norm: 1.0949 2020-10-07 08:23:30,383 - mmaction - INFO - Epoch [99][400/1413] lr: 4.080e-01, eta: 2 days, 13:48:13, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2598, top5_acc: 0.4919, loss_cls: 3.6800, loss: 3.6800, grad_norm: 1.1307 2020-10-07 08:23:49,964 - mmaction - INFO - Epoch [99][420/1413] lr: 4.080e-01, eta: 2 days, 13:47:52, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2599, top5_acc: 0.4921, loss_cls: 3.6608, loss: 3.6608, grad_norm: 1.1082 2020-10-07 08:24:09,719 - mmaction - INFO - Epoch [99][440/1413] lr: 4.080e-01, eta: 2 days, 13:47:31, time: 0.988, data_time: 0.001, memory: 8482, top1_acc: 0.2651, top5_acc: 0.4941, loss_cls: 3.6616, loss: 3.6616, grad_norm: 1.1147 2020-10-07 08:24:29,329 - mmaction - INFO - Epoch [99][460/1413] lr: 4.080e-01, eta: 2 days, 13:47:10, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2573, top5_acc: 0.4953, loss_cls: 3.6449, loss: 3.6449, grad_norm: 1.1066 2020-10-07 08:24:48,896 - mmaction - INFO - Epoch [99][480/1413] lr: 4.080e-01, eta: 2 days, 13:46:49, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2526, top5_acc: 0.4828, loss_cls: 3.6897, loss: 3.6897, grad_norm: 1.1221 2020-10-07 08:25:08,519 - mmaction - INFO - Epoch [99][500/1413] lr: 4.080e-01, eta: 2 days, 13:46:28, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2592, top5_acc: 0.4904, loss_cls: 3.6713, loss: 3.6713, grad_norm: 1.1109 2020-10-07 08:25:28,040 - mmaction - INFO - Epoch [99][520/1413] lr: 4.080e-01, eta: 2 days, 13:46:07, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2557, top5_acc: 0.4790, loss_cls: 3.6864, loss: 3.6864, grad_norm: 1.1036 2020-10-07 08:25:47,735 - mmaction - INFO - Epoch [99][540/1413] lr: 4.080e-01, eta: 2 days, 13:45:46, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2561, top5_acc: 0.4802, loss_cls: 3.7004, loss: 3.7004, grad_norm: 1.1149 2020-10-07 08:26:07,419 - mmaction - INFO - Epoch [99][560/1413] lr: 4.080e-01, eta: 2 days, 13:45:25, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2536, top5_acc: 0.4831, loss_cls: 3.6938, loss: 3.6938, grad_norm: 1.1285 2020-10-07 08:26:27,000 - mmaction - INFO - Epoch [99][580/1413] lr: 4.080e-01, eta: 2 days, 13:45:04, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2583, top5_acc: 0.4888, loss_cls: 3.6649, loss: 3.6649, grad_norm: 1.1132 2020-10-07 08:26:46,648 - mmaction - INFO - Epoch [99][600/1413] lr: 4.080e-01, eta: 2 days, 13:44:43, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2553, top5_acc: 0.4882, loss_cls: 3.6944, loss: 3.6944, grad_norm: 1.1011 2020-10-07 08:27:06,216 - mmaction - INFO - Epoch [99][620/1413] lr: 4.080e-01, eta: 2 days, 13:44:22, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2480, top5_acc: 0.4779, loss_cls: 3.7334, loss: 3.7334, grad_norm: 1.1124 2020-10-07 08:27:25,782 - mmaction - INFO - Epoch [99][640/1413] lr: 4.080e-01, eta: 2 days, 13:44:00, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2504, top5_acc: 0.4793, loss_cls: 3.7020, loss: 3.7020, grad_norm: 1.1217 2020-10-07 08:27:45,447 - mmaction - INFO - Epoch [99][660/1413] lr: 4.080e-01, eta: 2 days, 13:43:40, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2613, top5_acc: 0.4879, loss_cls: 3.6537, loss: 3.6537, grad_norm: 1.1027 2020-10-07 08:28:05,070 - mmaction - INFO - Epoch [99][680/1413] lr: 4.080e-01, eta: 2 days, 13:43:18, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2508, top5_acc: 0.4827, loss_cls: 3.7065, loss: 3.7065, grad_norm: 1.1303 2020-10-07 08:28:24,676 - mmaction - INFO - Epoch [99][700/1413] lr: 4.080e-01, eta: 2 days, 13:42:57, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2486, top5_acc: 0.4831, loss_cls: 3.6991, loss: 3.6991, grad_norm: 1.1289 2020-10-07 08:28:44,421 - mmaction - INFO - Epoch [99][720/1413] lr: 4.080e-01, eta: 2 days, 13:42:37, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2525, top5_acc: 0.4893, loss_cls: 3.7000, loss: 3.7000, grad_norm: 1.1273 2020-10-07 08:29:04,119 - mmaction - INFO - Epoch [99][740/1413] lr: 4.080e-01, eta: 2 days, 13:42:16, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2562, top5_acc: 0.4922, loss_cls: 3.6775, loss: 3.6775, grad_norm: 1.1237 2020-10-07 08:29:23,773 - mmaction - INFO - Epoch [99][760/1413] lr: 4.080e-01, eta: 2 days, 13:41:55, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2568, top5_acc: 0.4858, loss_cls: 3.6952, loss: 3.6952, grad_norm: 1.1183 2020-10-07 08:29:43,477 - mmaction - INFO - Epoch [99][780/1413] lr: 4.080e-01, eta: 2 days, 13:41:34, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2538, top5_acc: 0.4839, loss_cls: 3.7034, loss: 3.7034, grad_norm: 1.1289 2020-10-07 08:30:03,109 - mmaction - INFO - Epoch [99][800/1413] lr: 4.080e-01, eta: 2 days, 13:41:13, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2471, top5_acc: 0.4764, loss_cls: 3.7065, loss: 3.7065, grad_norm: 1.1219 2020-10-07 08:30:21,660 - mmaction - INFO - Epoch [99][820/1413] lr: 4.080e-01, eta: 2 days, 13:40:49, time: 0.928, data_time: 0.003, memory: 8482, top1_acc: 0.2479, top5_acc: 0.4812, loss_cls: 3.7219, loss: 3.7219, grad_norm: 1.1195 2020-10-07 08:30:41,259 - mmaction - INFO - Epoch [99][840/1413] lr: 4.080e-01, eta: 2 days, 13:40:28, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2501, top5_acc: 0.4691, loss_cls: 3.7602, loss: 3.7602, grad_norm: 1.1205 2020-10-07 08:31:00,944 - mmaction - INFO - Epoch [99][860/1413] lr: 4.080e-01, eta: 2 days, 13:40:07, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2487, top5_acc: 0.4858, loss_cls: 3.7028, loss: 3.7028, grad_norm: 1.1262 2020-10-07 08:31:20,412 - mmaction - INFO - Epoch [99][880/1413] lr: 4.080e-01, eta: 2 days, 13:39:45, time: 0.974, data_time: 0.003, memory: 8482, top1_acc: 0.2542, top5_acc: 0.4840, loss_cls: 3.6785, loss: 3.6785, grad_norm: 1.1235 2020-10-07 08:31:40,031 - mmaction - INFO - Epoch [99][900/1413] lr: 4.080e-01, eta: 2 days, 13:39:24, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2553, top5_acc: 0.4855, loss_cls: 3.6819, loss: 3.6819, grad_norm: 1.1066 2020-10-07 08:31:59,582 - mmaction - INFO - Epoch [99][920/1413] lr: 4.080e-01, eta: 2 days, 13:39:03, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2513, top5_acc: 0.4833, loss_cls: 3.6984, loss: 3.6984, grad_norm: 1.1199 2020-10-07 08:32:19,184 - mmaction - INFO - Epoch [99][940/1413] lr: 4.080e-01, eta: 2 days, 13:38:42, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2520, top5_acc: 0.4892, loss_cls: 3.6732, loss: 3.6732, grad_norm: 1.1104 2020-10-07 08:32:38,852 - mmaction - INFO - Epoch [99][960/1413] lr: 4.080e-01, eta: 2 days, 13:38:21, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2547, top5_acc: 0.4832, loss_cls: 3.6960, loss: 3.6960, grad_norm: 1.1246 2020-10-07 08:32:58,475 - mmaction - INFO - Epoch [99][980/1413] lr: 4.080e-01, eta: 2 days, 13:38:00, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2591, top5_acc: 0.4872, loss_cls: 3.6966, loss: 3.6966, grad_norm: 1.1123 2020-10-07 08:33:18,044 - mmaction - INFO - Epoch [99][1000/1413] lr: 4.080e-01, eta: 2 days, 13:37:39, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2598, top5_acc: 0.4928, loss_cls: 3.6545, loss: 3.6545, grad_norm: 1.1268 2020-10-07 08:33:37,674 - mmaction - INFO - Epoch [99][1020/1413] lr: 4.080e-01, eta: 2 days, 13:37:18, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2547, top5_acc: 0.4888, loss_cls: 3.6681, loss: 3.6681, grad_norm: 1.1164 2020-10-07 08:33:57,237 - mmaction - INFO - Epoch [99][1040/1413] lr: 4.080e-01, eta: 2 days, 13:36:57, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2561, top5_acc: 0.4871, loss_cls: 3.6915, loss: 3.6915, grad_norm: 1.1285 2020-10-07 08:34:16,875 - mmaction - INFO - Epoch [99][1060/1413] lr: 4.080e-01, eta: 2 days, 13:36:36, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2590, top5_acc: 0.4889, loss_cls: 3.6811, loss: 3.6811, grad_norm: 1.1281 2020-10-07 08:34:36,454 - mmaction - INFO - Epoch [99][1080/1413] lr: 4.080e-01, eta: 2 days, 13:36:15, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2557, top5_acc: 0.4801, loss_cls: 3.6921, loss: 3.6921, grad_norm: 1.1077 2020-10-07 08:34:56,175 - mmaction - INFO - Epoch [99][1100/1413] lr: 4.080e-01, eta: 2 days, 13:35:54, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2638, top5_acc: 0.4806, loss_cls: 3.6846, loss: 3.6846, grad_norm: 1.1346 2020-10-07 08:35:15,867 - mmaction - INFO - Epoch [99][1120/1413] lr: 4.080e-01, eta: 2 days, 13:35:33, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2448, top5_acc: 0.4859, loss_cls: 3.7219, loss: 3.7219, grad_norm: 1.1279 2020-10-07 08:35:35,343 - mmaction - INFO - Epoch [99][1140/1413] lr: 4.080e-01, eta: 2 days, 13:35:12, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.2604, top5_acc: 0.4861, loss_cls: 3.6611, loss: 3.6611, grad_norm: 1.1177 2020-10-07 08:35:54,857 - mmaction - INFO - Epoch [99][1160/1413] lr: 4.080e-01, eta: 2 days, 13:34:50, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2540, top5_acc: 0.4858, loss_cls: 3.6896, loss: 3.6896, grad_norm: 1.1132 2020-10-07 08:36:14,445 - mmaction - INFO - Epoch [99][1180/1413] lr: 4.080e-01, eta: 2 days, 13:34:29, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2572, top5_acc: 0.4882, loss_cls: 3.6850, loss: 3.6850, grad_norm: 1.1345 2020-10-07 08:36:34,103 - mmaction - INFO - Epoch [99][1200/1413] lr: 4.080e-01, eta: 2 days, 13:34:08, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2462, top5_acc: 0.4792, loss_cls: 3.7000, loss: 3.7000, grad_norm: 1.1289 2020-10-07 08:36:53,739 - mmaction - INFO - Epoch [99][1220/1413] lr: 4.080e-01, eta: 2 days, 13:33:47, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2460, top5_acc: 0.4754, loss_cls: 3.7109, loss: 3.7109, grad_norm: 1.1128 2020-10-07 08:37:13,213 - mmaction - INFO - Epoch [99][1240/1413] lr: 4.080e-01, eta: 2 days, 13:33:26, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2500, top5_acc: 0.4835, loss_cls: 3.6974, loss: 3.6974, grad_norm: 1.1118 2020-10-07 08:37:32,932 - mmaction - INFO - Epoch [99][1260/1413] lr: 4.080e-01, eta: 2 days, 13:33:05, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2477, top5_acc: 0.4734, loss_cls: 3.7187, loss: 3.7187, grad_norm: 1.1229 2020-10-07 08:37:52,560 - mmaction - INFO - Epoch [99][1280/1413] lr: 4.080e-01, eta: 2 days, 13:32:44, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2559, top5_acc: 0.4841, loss_cls: 3.6891, loss: 3.6891, grad_norm: 1.1244 2020-10-07 08:38:12,097 - mmaction - INFO - Epoch [99][1300/1413] lr: 4.080e-01, eta: 2 days, 13:32:23, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2579, top5_acc: 0.4889, loss_cls: 3.7015, loss: 3.7015, grad_norm: 1.1092 2020-10-07 08:38:31,777 - mmaction - INFO - Epoch [99][1320/1413] lr: 4.080e-01, eta: 2 days, 13:32:02, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2473, top5_acc: 0.4785, loss_cls: 3.7222, loss: 3.7222, grad_norm: 1.1324 2020-10-07 08:38:51,442 - mmaction - INFO - Epoch [99][1340/1413] lr: 4.080e-01, eta: 2 days, 13:31:41, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2507, top5_acc: 0.4848, loss_cls: 3.6727, loss: 3.6727, grad_norm: 1.1188 2020-10-07 08:39:11,038 - mmaction - INFO - Epoch [99][1360/1413] lr: 4.080e-01, eta: 2 days, 13:31:20, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2488, top5_acc: 0.4729, loss_cls: 3.7353, loss: 3.7353, grad_norm: 1.1175 2020-10-07 08:39:30,585 - mmaction - INFO - Epoch [99][1380/1413] lr: 4.080e-01, eta: 2 days, 13:30:59, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2452, top5_acc: 0.4749, loss_cls: 3.7295, loss: 3.7295, grad_norm: 1.1148 2020-10-07 08:39:50,214 - mmaction - INFO - Epoch [99][1400/1413] lr: 4.080e-01, eta: 2 days, 13:30:38, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2513, top5_acc: 0.4853, loss_cls: 3.7012, loss: 3.7012, grad_norm: 1.1312 2020-10-07 08:40:53,125 - mmaction - INFO - Epoch [100][20/1413] lr: 4.045e-01, eta: 2 days, 13:30:57, time: 2.489, data_time: 1.512, memory: 8482, top1_acc: 0.2548, top5_acc: 0.4858, loss_cls: 3.6886, loss: 3.6886, grad_norm: 1.1073 2020-10-07 08:41:12,499 - mmaction - INFO - Epoch [100][40/1413] lr: 4.045e-01, eta: 2 days, 13:30:35, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.2527, top5_acc: 0.4863, loss_cls: 3.6890, loss: 3.6890, grad_norm: 1.1336 2020-10-07 08:41:32,155 - mmaction - INFO - Epoch [100][60/1413] lr: 4.045e-01, eta: 2 days, 13:30:14, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2624, top5_acc: 0.4951, loss_cls: 3.6640, loss: 3.6640, grad_norm: 1.1141 2020-10-07 08:41:51,812 - mmaction - INFO - Epoch [100][80/1413] lr: 4.045e-01, eta: 2 days, 13:29:53, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2667, top5_acc: 0.4866, loss_cls: 3.6524, loss: 3.6524, grad_norm: 1.1064 2020-10-07 08:42:11,464 - mmaction - INFO - Epoch [100][100/1413] lr: 4.045e-01, eta: 2 days, 13:29:32, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2592, top5_acc: 0.4896, loss_cls: 3.6682, loss: 3.6682, grad_norm: 1.1369 2020-10-07 08:42:31,102 - mmaction - INFO - Epoch [100][120/1413] lr: 4.045e-01, eta: 2 days, 13:29:11, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2565, top5_acc: 0.4863, loss_cls: 3.6495, loss: 3.6495, grad_norm: 1.1031 2020-10-07 08:42:50,625 - mmaction - INFO - Epoch [100][140/1413] lr: 4.045e-01, eta: 2 days, 13:28:50, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2609, top5_acc: 0.4866, loss_cls: 3.6670, loss: 3.6670, grad_norm: 1.1152 2020-10-07 08:43:10,274 - mmaction - INFO - Epoch [100][160/1413] lr: 4.045e-01, eta: 2 days, 13:28:29, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2509, top5_acc: 0.4855, loss_cls: 3.7107, loss: 3.7107, grad_norm: 1.1291 2020-10-07 08:43:29,896 - mmaction - INFO - Epoch [100][180/1413] lr: 4.045e-01, eta: 2 days, 13:28:08, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2583, top5_acc: 0.4893, loss_cls: 3.6689, loss: 3.6689, grad_norm: 1.1117 2020-10-07 08:43:49,528 - mmaction - INFO - Epoch [100][200/1413] lr: 4.045e-01, eta: 2 days, 13:27:47, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2521, top5_acc: 0.4801, loss_cls: 3.7356, loss: 3.7356, grad_norm: 1.1235 2020-10-07 08:44:09,044 - mmaction - INFO - Epoch [100][220/1413] lr: 4.045e-01, eta: 2 days, 13:27:25, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2626, top5_acc: 0.4913, loss_cls: 3.6673, loss: 3.6673, grad_norm: 1.1242 2020-10-07 08:44:28,692 - mmaction - INFO - Epoch [100][240/1413] lr: 4.045e-01, eta: 2 days, 13:27:04, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2549, top5_acc: 0.4840, loss_cls: 3.6920, loss: 3.6920, grad_norm: 1.1179 2020-10-07 08:44:48,247 - mmaction - INFO - Epoch [100][260/1413] lr: 4.045e-01, eta: 2 days, 13:26:43, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2531, top5_acc: 0.4799, loss_cls: 3.7395, loss: 3.7395, grad_norm: 1.1180 2020-10-07 08:45:07,787 - mmaction - INFO - Epoch [100][280/1413] lr: 4.045e-01, eta: 2 days, 13:26:22, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2598, top5_acc: 0.4947, loss_cls: 3.6879, loss: 3.6879, grad_norm: 1.1093 2020-10-07 08:45:27,406 - mmaction - INFO - Epoch [100][300/1413] lr: 4.045e-01, eta: 2 days, 13:26:01, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2548, top5_acc: 0.4879, loss_cls: 3.6785, loss: 3.6785, grad_norm: 1.1057 2020-10-07 08:45:46,970 - mmaction - INFO - Epoch [100][320/1413] lr: 4.045e-01, eta: 2 days, 13:25:40, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2556, top5_acc: 0.4852, loss_cls: 3.6872, loss: 3.6872, grad_norm: 1.1192 2020-10-07 08:46:06,547 - mmaction - INFO - Epoch [100][340/1413] lr: 4.045e-01, eta: 2 days, 13:25:19, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2556, top5_acc: 0.4848, loss_cls: 3.6860, loss: 3.6860, grad_norm: 1.1253 2020-10-07 08:46:26,178 - mmaction - INFO - Epoch [100][360/1413] lr: 4.045e-01, eta: 2 days, 13:24:58, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2625, top5_acc: 0.4940, loss_cls: 3.6432, loss: 3.6432, grad_norm: 1.1313 2020-10-07 08:46:45,784 - mmaction - INFO - Epoch [100][380/1413] lr: 4.045e-01, eta: 2 days, 13:24:37, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2569, top5_acc: 0.4913, loss_cls: 3.6739, loss: 3.6739, grad_norm: 1.1345 2020-10-07 08:47:05,462 - mmaction - INFO - Epoch [100][400/1413] lr: 4.045e-01, eta: 2 days, 13:24:16, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2620, top5_acc: 0.4957, loss_cls: 3.6518, loss: 3.6518, grad_norm: 1.1204 2020-10-07 08:47:25,024 - mmaction - INFO - Epoch [100][420/1413] lr: 4.045e-01, eta: 2 days, 13:23:55, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2572, top5_acc: 0.4880, loss_cls: 3.6962, loss: 3.6962, grad_norm: 1.1110 2020-10-07 08:47:44,573 - mmaction - INFO - Epoch [100][440/1413] lr: 4.045e-01, eta: 2 days, 13:23:33, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2560, top5_acc: 0.4855, loss_cls: 3.6885, loss: 3.6885, grad_norm: 1.1153 2020-10-07 08:48:04,185 - mmaction - INFO - Epoch [100][460/1413] lr: 4.045e-01, eta: 2 days, 13:23:12, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2499, top5_acc: 0.4771, loss_cls: 3.7127, loss: 3.7127, grad_norm: 1.1184 2020-10-07 08:48:23,816 - mmaction - INFO - Epoch [100][480/1413] lr: 4.045e-01, eta: 2 days, 13:22:51, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2493, top5_acc: 0.4862, loss_cls: 3.6901, loss: 3.6901, grad_norm: 1.1264 2020-10-07 08:48:43,495 - mmaction - INFO - Epoch [100][500/1413] lr: 4.045e-01, eta: 2 days, 13:22:30, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2582, top5_acc: 0.5009, loss_cls: 3.6339, loss: 3.6339, grad_norm: 1.1104 2020-10-07 08:49:03,153 - mmaction - INFO - Epoch [100][520/1413] lr: 4.045e-01, eta: 2 days, 13:22:10, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2667, top5_acc: 0.4935, loss_cls: 3.6193, loss: 3.6193, grad_norm: 1.1518 2020-10-07 08:49:22,901 - mmaction - INFO - Epoch [100][540/1413] lr: 4.045e-01, eta: 2 days, 13:21:49, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2535, top5_acc: 0.4891, loss_cls: 3.6567, loss: 3.6567, grad_norm: 1.1339 2020-10-07 08:49:42,571 - mmaction - INFO - Epoch [100][560/1413] lr: 4.045e-01, eta: 2 days, 13:21:28, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2525, top5_acc: 0.4883, loss_cls: 3.6748, loss: 3.6748, grad_norm: 1.1181 2020-10-07 08:50:02,214 - mmaction - INFO - Epoch [100][580/1413] lr: 4.045e-01, eta: 2 days, 13:21:07, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2572, top5_acc: 0.4835, loss_cls: 3.6910, loss: 3.6910, grad_norm: 1.1414 2020-10-07 08:50:21,842 - mmaction - INFO - Epoch [100][600/1413] lr: 4.045e-01, eta: 2 days, 13:20:46, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2513, top5_acc: 0.4889, loss_cls: 3.6686, loss: 3.6686, grad_norm: 1.1424 2020-10-07 08:50:41,466 - mmaction - INFO - Epoch [100][620/1413] lr: 4.045e-01, eta: 2 days, 13:20:25, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2531, top5_acc: 0.4811, loss_cls: 3.6918, loss: 3.6918, grad_norm: 1.1310 2020-10-07 08:51:01,108 - mmaction - INFO - Epoch [100][640/1413] lr: 4.045e-01, eta: 2 days, 13:20:04, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2587, top5_acc: 0.4893, loss_cls: 3.7044, loss: 3.7044, grad_norm: 1.1180 2020-10-07 08:51:20,701 - mmaction - INFO - Epoch [100][660/1413] lr: 4.045e-01, eta: 2 days, 13:19:43, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2549, top5_acc: 0.4913, loss_cls: 3.6682, loss: 3.6682, grad_norm: 1.1298 2020-10-07 08:51:40,402 - mmaction - INFO - Epoch [100][680/1413] lr: 4.045e-01, eta: 2 days, 13:19:22, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2538, top5_acc: 0.4826, loss_cls: 3.6884, loss: 3.6884, grad_norm: 1.1191 2020-10-07 08:52:00,001 - mmaction - INFO - Epoch [100][700/1413] lr: 4.045e-01, eta: 2 days, 13:19:01, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2493, top5_acc: 0.4832, loss_cls: 3.7105, loss: 3.7105, grad_norm: 1.1263 2020-10-07 08:52:19,534 - mmaction - INFO - Epoch [100][720/1413] lr: 4.045e-01, eta: 2 days, 13:18:40, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2530, top5_acc: 0.4831, loss_cls: 3.6998, loss: 3.6998, grad_norm: 1.1308 2020-10-07 08:52:39,150 - mmaction - INFO - Epoch [100][740/1413] lr: 4.045e-01, eta: 2 days, 13:18:19, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2520, top5_acc: 0.4897, loss_cls: 3.6849, loss: 3.6849, grad_norm: 1.1199 2020-10-07 08:52:58,654 - mmaction - INFO - Epoch [100][760/1413] lr: 4.045e-01, eta: 2 days, 13:17:58, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2453, top5_acc: 0.4826, loss_cls: 3.7252, loss: 3.7252, grad_norm: 1.1262 2020-10-07 08:53:18,343 - mmaction - INFO - Epoch [100][780/1413] lr: 4.045e-01, eta: 2 days, 13:17:37, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2574, top5_acc: 0.4944, loss_cls: 3.6555, loss: 3.6555, grad_norm: 1.1270 2020-10-07 08:53:37,907 - mmaction - INFO - Epoch [100][800/1413] lr: 4.045e-01, eta: 2 days, 13:17:16, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2451, top5_acc: 0.4764, loss_cls: 3.7136, loss: 3.7136, grad_norm: 1.1525 2020-10-07 08:53:57,430 - mmaction - INFO - Epoch [100][820/1413] lr: 4.045e-01, eta: 2 days, 13:16:54, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2523, top5_acc: 0.4816, loss_cls: 3.7140, loss: 3.7140, grad_norm: 1.1121 2020-10-07 08:54:17,085 - mmaction - INFO - Epoch [100][840/1413] lr: 4.045e-01, eta: 2 days, 13:16:33, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2510, top5_acc: 0.4884, loss_cls: 3.6935, loss: 3.6935, grad_norm: 1.1260 2020-10-07 08:54:36,582 - mmaction - INFO - Epoch [100][860/1413] lr: 4.045e-01, eta: 2 days, 13:16:12, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2586, top5_acc: 0.4841, loss_cls: 3.7029, loss: 3.7029, grad_norm: 1.1295 2020-10-07 08:54:56,063 - mmaction - INFO - Epoch [100][880/1413] lr: 4.045e-01, eta: 2 days, 13:15:51, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2609, top5_acc: 0.4876, loss_cls: 3.6930, loss: 3.6930, grad_norm: 1.0983 2020-10-07 08:55:15,694 - mmaction - INFO - Epoch [100][900/1413] lr: 4.045e-01, eta: 2 days, 13:15:30, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2582, top5_acc: 0.4887, loss_cls: 3.6642, loss: 3.6642, grad_norm: 1.1384 2020-10-07 08:55:35,242 - mmaction - INFO - Epoch [100][920/1413] lr: 4.045e-01, eta: 2 days, 13:15:08, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2598, top5_acc: 0.4969, loss_cls: 3.6823, loss: 3.6823, grad_norm: 1.1110 2020-10-07 08:55:54,839 - mmaction - INFO - Epoch [100][940/1413] lr: 4.045e-01, eta: 2 days, 13:14:47, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2491, top5_acc: 0.4810, loss_cls: 3.7116, loss: 3.7116, grad_norm: 1.1329 2020-10-07 08:56:14,438 - mmaction - INFO - Epoch [100][960/1413] lr: 4.045e-01, eta: 2 days, 13:14:26, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2470, top5_acc: 0.4743, loss_cls: 3.7432, loss: 3.7432, grad_norm: 1.1228 2020-10-07 08:56:33,976 - mmaction - INFO - Epoch [100][980/1413] lr: 4.045e-01, eta: 2 days, 13:14:05, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2581, top5_acc: 0.4848, loss_cls: 3.7089, loss: 3.7089, grad_norm: 1.1325 2020-10-07 08:56:53,578 - mmaction - INFO - Epoch [100][1000/1413] lr: 4.045e-01, eta: 2 days, 13:13:44, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2513, top5_acc: 0.4824, loss_cls: 3.6907, loss: 3.6907, grad_norm: 1.1266 2020-10-07 08:57:13,183 - mmaction - INFO - Epoch [100][1020/1413] lr: 4.045e-01, eta: 2 days, 13:13:23, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2507, top5_acc: 0.4887, loss_cls: 3.6867, loss: 3.6867, grad_norm: 1.1184 2020-10-07 08:57:32,770 - mmaction - INFO - Epoch [100][1040/1413] lr: 4.045e-01, eta: 2 days, 13:13:02, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2520, top5_acc: 0.4742, loss_cls: 3.7124, loss: 3.7124, grad_norm: 1.1280 2020-10-07 08:57:52,374 - mmaction - INFO - Epoch [100][1060/1413] lr: 4.045e-01, eta: 2 days, 13:12:41, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2473, top5_acc: 0.4801, loss_cls: 3.7192, loss: 3.7192, grad_norm: 1.1434 2020-10-07 08:58:12,097 - mmaction - INFO - Epoch [100][1080/1413] lr: 4.045e-01, eta: 2 days, 13:12:20, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2529, top5_acc: 0.4861, loss_cls: 3.6873, loss: 3.6873, grad_norm: 1.0980 2020-10-07 08:58:31,687 - mmaction - INFO - Epoch [100][1100/1413] lr: 4.045e-01, eta: 2 days, 13:11:59, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2530, top5_acc: 0.4868, loss_cls: 3.6887, loss: 3.6887, grad_norm: 1.1293 2020-10-07 08:58:51,356 - mmaction - INFO - Epoch [100][1120/1413] lr: 4.045e-01, eta: 2 days, 13:11:38, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2546, top5_acc: 0.4842, loss_cls: 3.6989, loss: 3.6989, grad_norm: 1.1063 2020-10-07 08:59:11,085 - mmaction - INFO - Epoch [100][1140/1413] lr: 4.045e-01, eta: 2 days, 13:11:18, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2549, top5_acc: 0.4895, loss_cls: 3.6962, loss: 3.6962, grad_norm: 1.1358 2020-10-07 08:59:30,718 - mmaction - INFO - Epoch [100][1160/1413] lr: 4.045e-01, eta: 2 days, 13:10:57, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2491, top5_acc: 0.4822, loss_cls: 3.7332, loss: 3.7332, grad_norm: 1.1287 2020-10-07 08:59:50,304 - mmaction - INFO - Epoch [100][1180/1413] lr: 4.045e-01, eta: 2 days, 13:10:35, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2622, top5_acc: 0.4922, loss_cls: 3.6628, loss: 3.6628, grad_norm: 1.1086 2020-10-07 09:00:10,618 - mmaction - INFO - Epoch [100][1200/1413] lr: 4.045e-01, eta: 2 days, 13:10:17, time: 1.016, data_time: 0.002, memory: 8482, top1_acc: 0.2574, top5_acc: 0.4954, loss_cls: 3.6460, loss: 3.6460, grad_norm: 1.1376 2020-10-07 09:00:30,166 - mmaction - INFO - Epoch [100][1220/1413] lr: 4.045e-01, eta: 2 days, 13:09:55, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2458, top5_acc: 0.4826, loss_cls: 3.7043, loss: 3.7043, grad_norm: 1.1545 2020-10-07 09:00:49,753 - mmaction - INFO - Epoch [100][1240/1413] lr: 4.045e-01, eta: 2 days, 13:09:34, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2609, top5_acc: 0.4845, loss_cls: 3.6964, loss: 3.6964, grad_norm: 1.1205 2020-10-07 09:01:09,447 - mmaction - INFO - Epoch [100][1260/1413] lr: 4.045e-01, eta: 2 days, 13:09:13, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2469, top5_acc: 0.4710, loss_cls: 3.7653, loss: 3.7653, grad_norm: 1.1312 2020-10-07 09:01:29,062 - mmaction - INFO - Epoch [100][1280/1413] lr: 4.045e-01, eta: 2 days, 13:08:52, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2603, top5_acc: 0.4956, loss_cls: 3.6388, loss: 3.6388, grad_norm: 1.1233 2020-10-07 09:01:48,712 - mmaction - INFO - Epoch [100][1300/1413] lr: 4.045e-01, eta: 2 days, 13:08:32, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2492, top5_acc: 0.4811, loss_cls: 3.7045, loss: 3.7045, grad_norm: 1.1198 2020-10-07 09:02:08,200 - mmaction - INFO - Epoch [100][1320/1413] lr: 4.045e-01, eta: 2 days, 13:08:10, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2560, top5_acc: 0.4844, loss_cls: 3.6969, loss: 3.6969, grad_norm: 1.1133 2020-10-07 09:02:27,919 - mmaction - INFO - Epoch [100][1340/1413] lr: 4.045e-01, eta: 2 days, 13:07:50, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2642, top5_acc: 0.5020, loss_cls: 3.6063, loss: 3.6063, grad_norm: 1.1285 2020-10-07 09:02:47,562 - mmaction - INFO - Epoch [100][1360/1413] lr: 4.045e-01, eta: 2 days, 13:07:29, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2512, top5_acc: 0.4819, loss_cls: 3.6999, loss: 3.6999, grad_norm: 1.1161 2020-10-07 09:03:07,078 - mmaction - INFO - Epoch [100][1380/1413] lr: 4.045e-01, eta: 2 days, 13:07:07, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2577, top5_acc: 0.4855, loss_cls: 3.6995, loss: 3.6995, grad_norm: 1.1094 2020-10-07 09:03:26,801 - mmaction - INFO - Epoch [100][1400/1413] lr: 4.045e-01, eta: 2 days, 13:06:47, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2556, top5_acc: 0.4897, loss_cls: 3.6716, loss: 3.6716, grad_norm: 1.1276 2020-10-07 09:04:34,513 - mmaction - INFO - Epoch [101][20/1413] lr: 4.011e-01, eta: 2 days, 13:07:14, time: 2.658, data_time: 1.684, memory: 8482, top1_acc: 0.2698, top5_acc: 0.4962, loss_cls: 3.5982, loss: 3.5982, grad_norm: 1.1351 2020-10-07 09:04:53,917 - mmaction - INFO - Epoch [101][40/1413] lr: 4.011e-01, eta: 2 days, 13:06:53, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.2522, top5_acc: 0.4911, loss_cls: 3.6682, loss: 3.6682, grad_norm: 1.1299 2020-10-07 09:05:13,466 - mmaction - INFO - Epoch [101][60/1413] lr: 4.011e-01, eta: 2 days, 13:06:31, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2592, top5_acc: 0.4824, loss_cls: 3.7202, loss: 3.7202, grad_norm: 1.1079 2020-10-07 09:05:33,112 - mmaction - INFO - Epoch [101][80/1413] lr: 4.011e-01, eta: 2 days, 13:06:11, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2643, top5_acc: 0.4986, loss_cls: 3.6348, loss: 3.6348, grad_norm: 1.1163 2020-10-07 09:05:52,665 - mmaction - INFO - Epoch [101][100/1413] lr: 4.011e-01, eta: 2 days, 13:05:49, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2621, top5_acc: 0.4918, loss_cls: 3.6375, loss: 3.6375, grad_norm: 1.1258 2020-10-07 09:06:12,168 - mmaction - INFO - Epoch [101][120/1413] lr: 4.011e-01, eta: 2 days, 13:05:28, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2629, top5_acc: 0.4973, loss_cls: 3.6487, loss: 3.6487, grad_norm: 1.1180 2020-10-07 09:06:31,798 - mmaction - INFO - Epoch [101][140/1413] lr: 4.011e-01, eta: 2 days, 13:05:07, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2634, top5_acc: 0.4914, loss_cls: 3.6635, loss: 3.6635, grad_norm: 1.1385 2020-10-07 09:06:51,387 - mmaction - INFO - Epoch [101][160/1413] lr: 4.011e-01, eta: 2 days, 13:04:46, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2568, top5_acc: 0.4900, loss_cls: 3.7007, loss: 3.7007, grad_norm: 1.1222 2020-10-07 09:07:10,968 - mmaction - INFO - Epoch [101][180/1413] lr: 4.011e-01, eta: 2 days, 13:04:25, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2560, top5_acc: 0.4883, loss_cls: 3.6835, loss: 3.6835, grad_norm: 1.1357 2020-10-07 09:07:30,574 - mmaction - INFO - Epoch [101][200/1413] lr: 4.011e-01, eta: 2 days, 13:04:04, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2563, top5_acc: 0.4866, loss_cls: 3.7183, loss: 3.7183, grad_norm: 1.1255 2020-10-07 09:07:50,325 - mmaction - INFO - Epoch [101][220/1413] lr: 4.011e-01, eta: 2 days, 13:03:43, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2599, top5_acc: 0.4822, loss_cls: 3.6862, loss: 3.6862, grad_norm: 1.1021 2020-10-07 09:08:10,049 - mmaction - INFO - Epoch [101][240/1413] lr: 4.011e-01, eta: 2 days, 13:03:22, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2577, top5_acc: 0.4896, loss_cls: 3.6584, loss: 3.6584, grad_norm: 1.1249 2020-10-07 09:08:29,690 - mmaction - INFO - Epoch [101][260/1413] lr: 4.011e-01, eta: 2 days, 13:03:02, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2590, top5_acc: 0.4892, loss_cls: 3.6679, loss: 3.6679, grad_norm: 1.1208 2020-10-07 09:08:49,439 - mmaction - INFO - Epoch [101][280/1413] lr: 4.011e-01, eta: 2 days, 13:02:41, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2570, top5_acc: 0.4940, loss_cls: 3.6678, loss: 3.6678, grad_norm: 1.1420 2020-10-07 09:09:08,967 - mmaction - INFO - Epoch [101][300/1413] lr: 4.011e-01, eta: 2 days, 13:02:20, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2595, top5_acc: 0.4871, loss_cls: 3.6634, loss: 3.6634, grad_norm: 1.1284 2020-10-07 09:09:28,615 - mmaction - INFO - Epoch [101][320/1413] lr: 4.011e-01, eta: 2 days, 13:01:59, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2564, top5_acc: 0.4887, loss_cls: 3.6645, loss: 3.6645, grad_norm: 1.1339 2020-10-07 09:09:48,196 - mmaction - INFO - Epoch [101][340/1413] lr: 4.011e-01, eta: 2 days, 13:01:38, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2598, top5_acc: 0.4893, loss_cls: 3.6992, loss: 3.6992, grad_norm: 1.1201 2020-10-07 09:10:07,895 - mmaction - INFO - Epoch [101][360/1413] lr: 4.011e-01, eta: 2 days, 13:01:17, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2517, top5_acc: 0.4879, loss_cls: 3.6848, loss: 3.6848, grad_norm: 1.1122 2020-10-07 09:10:27,469 - mmaction - INFO - Epoch [101][380/1413] lr: 4.011e-01, eta: 2 days, 13:00:56, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2516, top5_acc: 0.4871, loss_cls: 3.6873, loss: 3.6873, grad_norm: 1.1187 2020-10-07 09:10:47,111 - mmaction - INFO - Epoch [101][400/1413] lr: 4.011e-01, eta: 2 days, 13:00:35, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2613, top5_acc: 0.4885, loss_cls: 3.6761, loss: 3.6761, grad_norm: 1.1135 2020-10-07 09:11:06,690 - mmaction - INFO - Epoch [101][420/1413] lr: 4.011e-01, eta: 2 days, 13:00:14, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2543, top5_acc: 0.4880, loss_cls: 3.6977, loss: 3.6977, grad_norm: 1.1243 2020-10-07 09:11:26,315 - mmaction - INFO - Epoch [101][440/1413] lr: 4.011e-01, eta: 2 days, 12:59:53, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2517, top5_acc: 0.4874, loss_cls: 3.6861, loss: 3.6861, grad_norm: 1.1305 2020-10-07 09:11:45,920 - mmaction - INFO - Epoch [101][460/1413] lr: 4.011e-01, eta: 2 days, 12:59:32, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2564, top5_acc: 0.4846, loss_cls: 3.6665, loss: 3.6665, grad_norm: 1.1150 2020-10-07 09:12:05,565 - mmaction - INFO - Epoch [101][480/1413] lr: 4.011e-01, eta: 2 days, 12:59:11, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2538, top5_acc: 0.4857, loss_cls: 3.6707, loss: 3.6707, grad_norm: 1.1433 2020-10-07 09:12:25,217 - mmaction - INFO - Epoch [101][500/1413] lr: 4.011e-01, eta: 2 days, 12:58:50, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2576, top5_acc: 0.4872, loss_cls: 3.6789, loss: 3.6789, grad_norm: 1.1128 2020-10-07 09:12:44,889 - mmaction - INFO - Epoch [101][520/1413] lr: 4.011e-01, eta: 2 days, 12:58:29, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2591, top5_acc: 0.4792, loss_cls: 3.7049, loss: 3.7049, grad_norm: 1.1364 2020-10-07 09:13:04,500 - mmaction - INFO - Epoch [101][540/1413] lr: 4.011e-01, eta: 2 days, 12:58:08, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2583, top5_acc: 0.4839, loss_cls: 3.7030, loss: 3.7030, grad_norm: 1.1302 2020-10-07 09:13:24,046 - mmaction - INFO - Epoch [101][560/1413] lr: 4.011e-01, eta: 2 days, 12:57:47, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2514, top5_acc: 0.4766, loss_cls: 3.7179, loss: 3.7179, grad_norm: 1.1224 2020-10-07 09:13:43,641 - mmaction - INFO - Epoch [101][580/1413] lr: 4.011e-01, eta: 2 days, 12:57:26, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2467, top5_acc: 0.4803, loss_cls: 3.7406, loss: 3.7406, grad_norm: 1.1287 2020-10-07 09:14:03,214 - mmaction - INFO - Epoch [101][600/1413] lr: 4.011e-01, eta: 2 days, 12:57:05, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2613, top5_acc: 0.4957, loss_cls: 3.6481, loss: 3.6481, grad_norm: 1.1212 2020-10-07 09:14:22,832 - mmaction - INFO - Epoch [101][620/1413] lr: 4.011e-01, eta: 2 days, 12:56:44, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2474, top5_acc: 0.4736, loss_cls: 3.7473, loss: 3.7473, grad_norm: 1.1284 2020-10-07 09:14:42,395 - mmaction - INFO - Epoch [101][640/1413] lr: 4.011e-01, eta: 2 days, 12:56:23, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2525, top5_acc: 0.4827, loss_cls: 3.7079, loss: 3.7079, grad_norm: 1.1133 2020-10-07 09:15:02,098 - mmaction - INFO - Epoch [101][660/1413] lr: 4.011e-01, eta: 2 days, 12:56:02, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2561, top5_acc: 0.4944, loss_cls: 3.6673, loss: 3.6673, grad_norm: 1.1132 2020-10-07 09:15:21,740 - mmaction - INFO - Epoch [101][680/1413] lr: 4.011e-01, eta: 2 days, 12:55:41, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2516, top5_acc: 0.4880, loss_cls: 3.6553, loss: 3.6553, grad_norm: 1.1062 2020-10-07 09:15:41,519 - mmaction - INFO - Epoch [101][700/1413] lr: 4.011e-01, eta: 2 days, 12:55:20, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2522, top5_acc: 0.4853, loss_cls: 3.6981, loss: 3.6981, grad_norm: 1.1293 2020-10-07 09:16:01,249 - mmaction - INFO - Epoch [101][720/1413] lr: 4.011e-01, eta: 2 days, 12:55:00, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2652, top5_acc: 0.4965, loss_cls: 3.6548, loss: 3.6548, grad_norm: 1.1279 2020-10-07 09:16:20,910 - mmaction - INFO - Epoch [101][740/1413] lr: 4.011e-01, eta: 2 days, 12:54:39, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2589, top5_acc: 0.4841, loss_cls: 3.6841, loss: 3.6841, grad_norm: 1.1264 2020-10-07 09:16:40,607 - mmaction - INFO - Epoch [101][760/1413] lr: 4.011e-01, eta: 2 days, 12:54:18, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2645, top5_acc: 0.4949, loss_cls: 3.6444, loss: 3.6444, grad_norm: 1.1149 2020-10-07 09:17:00,140 - mmaction - INFO - Epoch [101][780/1413] lr: 4.011e-01, eta: 2 days, 12:53:57, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2617, top5_acc: 0.4930, loss_cls: 3.6559, loss: 3.6559, grad_norm: 1.1119 2020-10-07 09:17:19,727 - mmaction - INFO - Epoch [101][800/1413] lr: 4.011e-01, eta: 2 days, 12:53:36, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2611, top5_acc: 0.4918, loss_cls: 3.6398, loss: 3.6398, grad_norm: 1.1176 2020-10-07 09:17:39,312 - mmaction - INFO - Epoch [101][820/1413] lr: 4.011e-01, eta: 2 days, 12:53:15, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2595, top5_acc: 0.4874, loss_cls: 3.6643, loss: 3.6643, grad_norm: 1.1259 2020-10-07 09:17:58,948 - mmaction - INFO - Epoch [101][840/1413] lr: 4.011e-01, eta: 2 days, 12:52:54, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2517, top5_acc: 0.4728, loss_cls: 3.7223, loss: 3.7223, grad_norm: 1.1273 2020-10-07 09:18:18,664 - mmaction - INFO - Epoch [101][860/1413] lr: 4.011e-01, eta: 2 days, 12:52:33, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2564, top5_acc: 0.4872, loss_cls: 3.6911, loss: 3.6911, grad_norm: 1.1130 2020-10-07 09:18:38,324 - mmaction - INFO - Epoch [101][880/1413] lr: 4.011e-01, eta: 2 days, 12:52:12, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2602, top5_acc: 0.4875, loss_cls: 3.6765, loss: 3.6765, grad_norm: 1.1363 2020-10-07 09:18:57,984 - mmaction - INFO - Epoch [101][900/1413] lr: 4.011e-01, eta: 2 days, 12:51:51, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2585, top5_acc: 0.4828, loss_cls: 3.6870, loss: 3.6870, grad_norm: 1.1248 2020-10-07 09:19:17,700 - mmaction - INFO - Epoch [101][920/1413] lr: 4.011e-01, eta: 2 days, 12:51:31, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2477, top5_acc: 0.4796, loss_cls: 3.7104, loss: 3.7104, grad_norm: 1.1098 2020-10-07 09:19:37,209 - mmaction - INFO - Epoch [101][940/1413] lr: 4.011e-01, eta: 2 days, 12:51:09, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2523, top5_acc: 0.4848, loss_cls: 3.7103, loss: 3.7103, grad_norm: 1.1311 2020-10-07 09:19:56,761 - mmaction - INFO - Epoch [101][960/1413] lr: 4.011e-01, eta: 2 days, 12:50:48, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2548, top5_acc: 0.4827, loss_cls: 3.6917, loss: 3.6917, grad_norm: 1.1365 2020-10-07 09:20:16,367 - mmaction - INFO - Epoch [101][980/1413] lr: 4.011e-01, eta: 2 days, 12:50:27, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2569, top5_acc: 0.4868, loss_cls: 3.6878, loss: 3.6878, grad_norm: 1.1209 2020-10-07 09:20:35,959 - mmaction - INFO - Epoch [101][1000/1413] lr: 4.011e-01, eta: 2 days, 12:50:06, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2437, top5_acc: 0.4840, loss_cls: 3.6808, loss: 3.6808, grad_norm: 1.1246 2020-10-07 09:20:55,516 - mmaction - INFO - Epoch [101][1020/1413] lr: 4.011e-01, eta: 2 days, 12:49:45, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2495, top5_acc: 0.4868, loss_cls: 3.6983, loss: 3.6983, grad_norm: 1.1316 2020-10-07 09:21:15,131 - mmaction - INFO - Epoch [101][1040/1413] lr: 4.011e-01, eta: 2 days, 12:49:24, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2504, top5_acc: 0.4772, loss_cls: 3.7105, loss: 3.7105, grad_norm: 1.1343 2020-10-07 09:21:34,784 - mmaction - INFO - Epoch [101][1060/1413] lr: 4.011e-01, eta: 2 days, 12:49:03, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2471, top5_acc: 0.4768, loss_cls: 3.7334, loss: 3.7334, grad_norm: 1.1269 2020-10-07 09:21:54,412 - mmaction - INFO - Epoch [101][1080/1413] lr: 4.011e-01, eta: 2 days, 12:48:42, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2533, top5_acc: 0.4777, loss_cls: 3.7284, loss: 3.7284, grad_norm: 1.1033 2020-10-07 09:22:13,953 - mmaction - INFO - Epoch [101][1100/1413] lr: 4.011e-01, eta: 2 days, 12:48:21, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2555, top5_acc: 0.4870, loss_cls: 3.6832, loss: 3.6832, grad_norm: 1.1293 2020-10-07 09:22:33,613 - mmaction - INFO - Epoch [101][1120/1413] lr: 4.011e-01, eta: 2 days, 12:48:00, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2704, top5_acc: 0.5017, loss_cls: 3.5978, loss: 3.5978, grad_norm: 1.1190 2020-10-07 09:22:53,202 - mmaction - INFO - Epoch [101][1140/1413] lr: 4.011e-01, eta: 2 days, 12:47:39, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2474, top5_acc: 0.4829, loss_cls: 3.6854, loss: 3.6854, grad_norm: 1.1275 2020-10-07 09:23:12,727 - mmaction - INFO - Epoch [101][1160/1413] lr: 4.011e-01, eta: 2 days, 12:47:18, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2587, top5_acc: 0.4876, loss_cls: 3.6840, loss: 3.6840, grad_norm: 1.1421 2020-10-07 09:23:32,296 - mmaction - INFO - Epoch [101][1180/1413] lr: 4.011e-01, eta: 2 days, 12:46:57, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2579, top5_acc: 0.4954, loss_cls: 3.6799, loss: 3.6799, grad_norm: 1.1278 2020-10-07 09:23:51,967 - mmaction - INFO - Epoch [101][1200/1413] lr: 4.011e-01, eta: 2 days, 12:46:36, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2591, top5_acc: 0.4863, loss_cls: 3.6486, loss: 3.6486, grad_norm: 1.1322 2020-10-07 09:24:11,476 - mmaction - INFO - Epoch [101][1220/1413] lr: 4.011e-01, eta: 2 days, 12:46:15, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2523, top5_acc: 0.4852, loss_cls: 3.6960, loss: 3.6960, grad_norm: 1.1323 2020-10-07 09:24:31,139 - mmaction - INFO - Epoch [101][1240/1413] lr: 4.011e-01, eta: 2 days, 12:45:54, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2581, top5_acc: 0.4849, loss_cls: 3.6625, loss: 3.6625, grad_norm: 1.1399 2020-10-07 09:24:50,729 - mmaction - INFO - Epoch [101][1260/1413] lr: 4.011e-01, eta: 2 days, 12:45:33, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2615, top5_acc: 0.4951, loss_cls: 3.6431, loss: 3.6431, grad_norm: 1.1377 2020-10-07 09:25:10,199 - mmaction - INFO - Epoch [101][1280/1413] lr: 4.011e-01, eta: 2 days, 12:45:11, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.2457, top5_acc: 0.4803, loss_cls: 3.7200, loss: 3.7200, grad_norm: 1.1329 2020-10-07 09:25:29,854 - mmaction - INFO - Epoch [101][1300/1413] lr: 4.011e-01, eta: 2 days, 12:44:51, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2486, top5_acc: 0.4812, loss_cls: 3.6931, loss: 3.6931, grad_norm: 1.1274 2020-10-07 09:25:49,438 - mmaction - INFO - Epoch [101][1320/1413] lr: 4.011e-01, eta: 2 days, 12:44:30, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2467, top5_acc: 0.4848, loss_cls: 3.7246, loss: 3.7246, grad_norm: 1.1364 2020-10-07 09:26:09,022 - mmaction - INFO - Epoch [101][1340/1413] lr: 4.011e-01, eta: 2 days, 12:44:08, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2465, top5_acc: 0.4824, loss_cls: 3.7309, loss: 3.7309, grad_norm: 1.1136 2020-10-07 09:26:28,492 - mmaction - INFO - Epoch [101][1360/1413] lr: 4.011e-01, eta: 2 days, 12:43:47, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.2565, top5_acc: 0.4865, loss_cls: 3.6968, loss: 3.6968, grad_norm: 1.1236 2020-10-07 09:26:48,091 - mmaction - INFO - Epoch [101][1380/1413] lr: 4.011e-01, eta: 2 days, 12:43:26, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2477, top5_acc: 0.4785, loss_cls: 3.7380, loss: 3.7380, grad_norm: 1.1176 2020-10-07 09:27:07,731 - mmaction - INFO - Epoch [101][1400/1413] lr: 4.011e-01, eta: 2 days, 12:43:05, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2507, top5_acc: 0.4779, loss_cls: 3.7335, loss: 3.7335, grad_norm: 1.1152 2020-10-07 09:28:14,507 - mmaction - INFO - Epoch [102][20/1413] lr: 3.976e-01, eta: 2 days, 12:43:32, time: 2.673, data_time: 1.525, memory: 8482, top1_acc: 0.2600, top5_acc: 0.4874, loss_cls: 3.6759, loss: 3.6759, grad_norm: 1.1295 2020-10-07 09:28:35,737 - mmaction - INFO - Epoch [102][40/1413] lr: 3.976e-01, eta: 2 days, 12:43:16, time: 1.061, data_time: 0.002, memory: 8482, top1_acc: 0.2615, top5_acc: 0.4906, loss_cls: 3.6494, loss: 3.6494, grad_norm: 1.1418 2020-10-07 09:28:56,999 - mmaction - INFO - Epoch [102][60/1413] lr: 3.976e-01, eta: 2 days, 12:43:00, time: 1.063, data_time: 0.002, memory: 8482, top1_acc: 0.2565, top5_acc: 0.4892, loss_cls: 3.6574, loss: 3.6574, grad_norm: 1.1188 2020-10-07 09:29:18,184 - mmaction - INFO - Epoch [102][80/1413] lr: 3.976e-01, eta: 2 days, 12:42:43, time: 1.059, data_time: 0.002, memory: 8482, top1_acc: 0.2663, top5_acc: 0.5013, loss_cls: 3.6316, loss: 3.6316, grad_norm: 1.1221 2020-10-07 09:29:39,331 - mmaction - INFO - Epoch [102][100/1413] lr: 3.976e-01, eta: 2 days, 12:42:27, time: 1.058, data_time: 0.002, memory: 8482, top1_acc: 0.2663, top5_acc: 0.5035, loss_cls: 3.6150, loss: 3.6150, grad_norm: 1.1338 2020-10-07 09:30:00,551 - mmaction - INFO - Epoch [102][120/1413] lr: 3.976e-01, eta: 2 days, 12:42:11, time: 1.061, data_time: 0.001, memory: 8482, top1_acc: 0.2568, top5_acc: 0.4884, loss_cls: 3.6635, loss: 3.6635, grad_norm: 1.1386 2020-10-07 09:30:20,881 - mmaction - INFO - Epoch [102][140/1413] lr: 3.976e-01, eta: 2 days, 12:41:52, time: 1.016, data_time: 0.001, memory: 8482, top1_acc: 0.2586, top5_acc: 0.4940, loss_cls: 3.6223, loss: 3.6223, grad_norm: 1.1214 2020-10-07 09:30:42,040 - mmaction - INFO - Epoch [102][160/1413] lr: 3.976e-01, eta: 2 days, 12:41:35, time: 1.058, data_time: 0.002, memory: 8482, top1_acc: 0.2415, top5_acc: 0.4775, loss_cls: 3.7106, loss: 3.7106, grad_norm: 1.1541 2020-10-07 09:31:03,227 - mmaction - INFO - Epoch [102][180/1413] lr: 3.976e-01, eta: 2 days, 12:41:19, time: 1.059, data_time: 0.002, memory: 8482, top1_acc: 0.2624, top5_acc: 0.4954, loss_cls: 3.6382, loss: 3.6382, grad_norm: 1.1323 2020-10-07 09:31:24,404 - mmaction - INFO - Epoch [102][200/1413] lr: 3.976e-01, eta: 2 days, 12:41:02, time: 1.060, data_time: 0.002, memory: 8482, top1_acc: 0.2629, top5_acc: 0.4928, loss_cls: 3.6633, loss: 3.6633, grad_norm: 1.1310 2020-10-07 09:31:45,649 - mmaction - INFO - Epoch [102][220/1413] lr: 3.976e-01, eta: 2 days, 12:40:46, time: 1.062, data_time: 0.001, memory: 8482, top1_acc: 0.2603, top5_acc: 0.4844, loss_cls: 3.6999, loss: 3.6999, grad_norm: 1.1209 2020-10-07 09:32:06,822 - mmaction - INFO - Epoch [102][240/1413] lr: 3.976e-01, eta: 2 days, 12:40:30, time: 1.058, data_time: 0.001, memory: 8482, top1_acc: 0.2576, top5_acc: 0.4888, loss_cls: 3.6851, loss: 3.6851, grad_norm: 1.1294 2020-10-07 09:32:27,954 - mmaction - INFO - Epoch [102][260/1413] lr: 3.976e-01, eta: 2 days, 12:40:13, time: 1.056, data_time: 0.002, memory: 8482, top1_acc: 0.2650, top5_acc: 0.4937, loss_cls: 3.6574, loss: 3.6574, grad_norm: 1.1337 2020-10-07 09:32:49,119 - mmaction - INFO - Epoch [102][280/1413] lr: 3.976e-01, eta: 2 days, 12:39:57, time: 1.059, data_time: 0.002, memory: 8482, top1_acc: 0.2668, top5_acc: 0.4917, loss_cls: 3.6458, loss: 3.6458, grad_norm: 1.1237 2020-10-07 09:33:10,322 - mmaction - INFO - Epoch [102][300/1413] lr: 3.976e-01, eta: 2 days, 12:39:40, time: 1.060, data_time: 0.001, memory: 8482, top1_acc: 0.2658, top5_acc: 0.4930, loss_cls: 3.6220, loss: 3.6220, grad_norm: 1.1343 2020-10-07 09:33:31,527 - mmaction - INFO - Epoch [102][320/1413] lr: 3.976e-01, eta: 2 days, 12:39:24, time: 1.059, data_time: 0.001, memory: 8482, top1_acc: 0.2564, top5_acc: 0.4811, loss_cls: 3.7250, loss: 3.7250, grad_norm: 1.1297 2020-10-07 09:33:52,738 - mmaction - INFO - Epoch [102][340/1413] lr: 3.976e-01, eta: 2 days, 12:39:07, time: 1.062, data_time: 0.002, memory: 8482, top1_acc: 0.2712, top5_acc: 0.4979, loss_cls: 3.5950, loss: 3.5950, grad_norm: 1.1247 2020-10-07 09:34:13,908 - mmaction - INFO - Epoch [102][360/1413] lr: 3.976e-01, eta: 2 days, 12:38:51, time: 1.058, data_time: 0.001, memory: 8482, top1_acc: 0.2586, top5_acc: 0.4790, loss_cls: 3.6725, loss: 3.6725, grad_norm: 1.1349 2020-10-07 09:34:35,082 - mmaction - INFO - Epoch [102][380/1413] lr: 3.976e-01, eta: 2 days, 12:38:34, time: 1.059, data_time: 0.002, memory: 8482, top1_acc: 0.2540, top5_acc: 0.4876, loss_cls: 3.6870, loss: 3.6870, grad_norm: 1.1343 2020-10-07 09:34:56,243 - mmaction - INFO - Epoch [102][400/1413] lr: 3.976e-01, eta: 2 days, 12:38:18, time: 1.058, data_time: 0.002, memory: 8482, top1_acc: 0.2574, top5_acc: 0.4865, loss_cls: 3.6698, loss: 3.6698, grad_norm: 1.1409 2020-10-07 09:35:17,439 - mmaction - INFO - Epoch [102][420/1413] lr: 3.976e-01, eta: 2 days, 12:38:02, time: 1.060, data_time: 0.002, memory: 8482, top1_acc: 0.2626, top5_acc: 0.4930, loss_cls: 3.6369, loss: 3.6369, grad_norm: 1.1255 2020-10-07 09:35:38,614 - mmaction - INFO - Epoch [102][440/1413] lr: 3.976e-01, eta: 2 days, 12:37:45, time: 1.058, data_time: 0.002, memory: 8482, top1_acc: 0.2612, top5_acc: 0.4880, loss_cls: 3.6942, loss: 3.6942, grad_norm: 1.1284 2020-10-07 09:35:59,791 - mmaction - INFO - Epoch [102][460/1413] lr: 3.976e-01, eta: 2 days, 12:37:29, time: 1.060, data_time: 0.002, memory: 8482, top1_acc: 0.2470, top5_acc: 0.4794, loss_cls: 3.6998, loss: 3.6998, grad_norm: 1.1412 2020-10-07 09:36:21,032 - mmaction - INFO - Epoch [102][480/1413] lr: 3.976e-01, eta: 2 days, 12:37:12, time: 1.062, data_time: 0.002, memory: 8482, top1_acc: 0.2530, top5_acc: 0.4868, loss_cls: 3.6955, loss: 3.6955, grad_norm: 1.1285 2020-10-07 09:36:42,231 - mmaction - INFO - Epoch [102][500/1413] lr: 3.976e-01, eta: 2 days, 12:36:56, time: 1.061, data_time: 0.002, memory: 8482, top1_acc: 0.2552, top5_acc: 0.4803, loss_cls: 3.7007, loss: 3.7007, grad_norm: 1.1095 2020-10-07 09:37:03,372 - mmaction - INFO - Epoch [102][520/1413] lr: 3.976e-01, eta: 2 days, 12:36:39, time: 1.056, data_time: 0.001, memory: 8482, top1_acc: 0.2594, top5_acc: 0.4988, loss_cls: 3.6281, loss: 3.6281, grad_norm: 1.1201 2020-10-07 09:37:24,501 - mmaction - INFO - Epoch [102][540/1413] lr: 3.976e-01, eta: 2 days, 12:36:23, time: 1.057, data_time: 0.002, memory: 8482, top1_acc: 0.2637, top5_acc: 0.4935, loss_cls: 3.6501, loss: 3.6501, grad_norm: 1.1315 2020-10-07 09:37:45,725 - mmaction - INFO - Epoch [102][560/1413] lr: 3.976e-01, eta: 2 days, 12:36:06, time: 1.062, data_time: 0.002, memory: 8482, top1_acc: 0.2552, top5_acc: 0.4827, loss_cls: 3.7008, loss: 3.7008, grad_norm: 1.1322 2020-10-07 09:38:06,867 - mmaction - INFO - Epoch [102][580/1413] lr: 3.976e-01, eta: 2 days, 12:35:50, time: 1.057, data_time: 0.002, memory: 8482, top1_acc: 0.2626, top5_acc: 0.4915, loss_cls: 3.6426, loss: 3.6426, grad_norm: 1.1173 2020-10-07 09:38:28,027 - mmaction - INFO - Epoch [102][600/1413] lr: 3.976e-01, eta: 2 days, 12:35:33, time: 1.058, data_time: 0.001, memory: 8482, top1_acc: 0.2621, top5_acc: 0.4923, loss_cls: 3.6536, loss: 3.6536, grad_norm: 1.1190 2020-10-07 09:38:49,201 - mmaction - INFO - Epoch [102][620/1413] lr: 3.976e-01, eta: 2 days, 12:35:17, time: 1.058, data_time: 0.002, memory: 8482, top1_acc: 0.2600, top5_acc: 0.4818, loss_cls: 3.7115, loss: 3.7115, grad_norm: 1.1487 2020-10-07 09:39:10,315 - mmaction - INFO - Epoch [102][640/1413] lr: 3.976e-01, eta: 2 days, 12:35:00, time: 1.056, data_time: 0.002, memory: 8482, top1_acc: 0.2568, top5_acc: 0.4848, loss_cls: 3.6485, loss: 3.6485, grad_norm: 1.1363 2020-10-07 09:39:31,447 - mmaction - INFO - Epoch [102][660/1413] lr: 3.976e-01, eta: 2 days, 12:34:43, time: 1.057, data_time: 0.002, memory: 8482, top1_acc: 0.2596, top5_acc: 0.4842, loss_cls: 3.6635, loss: 3.6635, grad_norm: 1.1270 2020-10-07 09:39:52,629 - mmaction - INFO - Epoch [102][680/1413] lr: 3.976e-01, eta: 2 days, 12:34:27, time: 1.059, data_time: 0.002, memory: 8482, top1_acc: 0.2555, top5_acc: 0.4845, loss_cls: 3.6943, loss: 3.6943, grad_norm: 1.1475 2020-10-07 09:40:13,818 - mmaction - INFO - Epoch [102][700/1413] lr: 3.976e-01, eta: 2 days, 12:34:10, time: 1.060, data_time: 0.002, memory: 8482, top1_acc: 0.2516, top5_acc: 0.4870, loss_cls: 3.6852, loss: 3.6852, grad_norm: 1.1281 2020-10-07 09:40:34,952 - mmaction - INFO - Epoch [102][720/1413] lr: 3.976e-01, eta: 2 days, 12:33:54, time: 1.056, data_time: 0.001, memory: 8482, top1_acc: 0.2530, top5_acc: 0.4866, loss_cls: 3.6973, loss: 3.6973, grad_norm: 1.1143 2020-10-07 09:40:56,061 - mmaction - INFO - Epoch [102][740/1413] lr: 3.976e-01, eta: 2 days, 12:33:37, time: 1.056, data_time: 0.002, memory: 8482, top1_acc: 0.2536, top5_acc: 0.4812, loss_cls: 3.7166, loss: 3.7166, grad_norm: 1.1080 2020-10-07 09:41:17,215 - mmaction - INFO - Epoch [102][760/1413] lr: 3.976e-01, eta: 2 days, 12:33:20, time: 1.058, data_time: 0.001, memory: 8482, top1_acc: 0.2616, top5_acc: 0.4908, loss_cls: 3.6659, loss: 3.6659, grad_norm: 1.1238 2020-10-07 09:41:38,435 - mmaction - INFO - Epoch [102][780/1413] lr: 3.976e-01, eta: 2 days, 12:33:04, time: 1.060, data_time: 0.001, memory: 8482, top1_acc: 0.2477, top5_acc: 0.4785, loss_cls: 3.7279, loss: 3.7279, grad_norm: 1.1353 2020-10-07 09:41:59,641 - mmaction - INFO - Epoch [102][800/1413] lr: 3.976e-01, eta: 2 days, 12:32:48, time: 1.060, data_time: 0.001, memory: 8482, top1_acc: 0.2583, top5_acc: 0.4953, loss_cls: 3.6450, loss: 3.6450, grad_norm: 1.1195 2020-10-07 09:42:20,766 - mmaction - INFO - Epoch [102][820/1413] lr: 3.976e-01, eta: 2 days, 12:32:31, time: 1.056, data_time: 0.002, memory: 8482, top1_acc: 0.2643, top5_acc: 0.4879, loss_cls: 3.6699, loss: 3.6699, grad_norm: 1.1429 2020-10-07 09:42:41,912 - mmaction - INFO - Epoch [102][840/1413] lr: 3.976e-01, eta: 2 days, 12:32:14, time: 1.057, data_time: 0.002, memory: 8482, top1_acc: 0.2464, top5_acc: 0.4724, loss_cls: 3.7434, loss: 3.7434, grad_norm: 1.1460 2020-10-07 09:43:03,095 - mmaction - INFO - Epoch [102][860/1413] lr: 3.976e-01, eta: 2 days, 12:31:58, time: 1.059, data_time: 0.002, memory: 8482, top1_acc: 0.2618, top5_acc: 0.4898, loss_cls: 3.6796, loss: 3.6796, grad_norm: 1.1352 2020-10-07 09:43:24,280 - mmaction - INFO - Epoch [102][880/1413] lr: 3.976e-01, eta: 2 days, 12:31:41, time: 1.060, data_time: 0.002, memory: 8482, top1_acc: 0.2540, top5_acc: 0.4909, loss_cls: 3.6545, loss: 3.6545, grad_norm: 1.1147 2020-10-07 09:43:45,447 - mmaction - INFO - Epoch [102][900/1413] lr: 3.976e-01, eta: 2 days, 12:31:25, time: 1.058, data_time: 0.001, memory: 8482, top1_acc: 0.2507, top5_acc: 0.4878, loss_cls: 3.6765, loss: 3.6765, grad_norm: 1.1350 2020-10-07 09:44:06,625 - mmaction - INFO - Epoch [102][920/1413] lr: 3.976e-01, eta: 2 days, 12:31:08, time: 1.059, data_time: 0.001, memory: 8482, top1_acc: 0.2529, top5_acc: 0.4806, loss_cls: 3.7168, loss: 3.7168, grad_norm: 1.1332 2020-10-07 09:44:27,772 - mmaction - INFO - Epoch [102][940/1413] lr: 3.976e-01, eta: 2 days, 12:30:52, time: 1.058, data_time: 0.002, memory: 8482, top1_acc: 0.2521, top5_acc: 0.4835, loss_cls: 3.6829, loss: 3.6829, grad_norm: 1.1345 2020-10-07 09:44:48,938 - mmaction - INFO - Epoch [102][960/1413] lr: 3.976e-01, eta: 2 days, 12:30:35, time: 1.059, data_time: 0.001, memory: 8482, top1_acc: 0.2497, top5_acc: 0.4922, loss_cls: 3.6703, loss: 3.6703, grad_norm: 1.1331 2020-10-07 09:45:10,071 - mmaction - INFO - Epoch [102][980/1413] lr: 3.976e-01, eta: 2 days, 12:30:18, time: 1.056, data_time: 0.001, memory: 8482, top1_acc: 0.2678, top5_acc: 0.4897, loss_cls: 3.6625, loss: 3.6625, grad_norm: 1.1403 2020-10-07 09:45:31,248 - mmaction - INFO - Epoch [102][1000/1413] lr: 3.976e-01, eta: 2 days, 12:30:02, time: 1.059, data_time: 0.002, memory: 8482, top1_acc: 0.2460, top5_acc: 0.4826, loss_cls: 3.6870, loss: 3.6870, grad_norm: 1.1244 2020-10-07 09:45:52,465 - mmaction - INFO - Epoch [102][1020/1413] lr: 3.976e-01, eta: 2 days, 12:29:45, time: 1.061, data_time: 0.002, memory: 8482, top1_acc: 0.2582, top5_acc: 0.4930, loss_cls: 3.6693, loss: 3.6693, grad_norm: 1.1469 2020-10-07 09:46:13,636 - mmaction - INFO - Epoch [102][1040/1413] lr: 3.976e-01, eta: 2 days, 12:29:29, time: 1.059, data_time: 0.002, memory: 8482, top1_acc: 0.2501, top5_acc: 0.4796, loss_cls: 3.7107, loss: 3.7107, grad_norm: 1.1422 2020-10-07 09:46:34,837 - mmaction - INFO - Epoch [102][1060/1413] lr: 3.976e-01, eta: 2 days, 12:29:12, time: 1.060, data_time: 0.002, memory: 8482, top1_acc: 0.2542, top5_acc: 0.4891, loss_cls: 3.6688, loss: 3.6688, grad_norm: 1.1229 2020-10-07 09:46:56,001 - mmaction - INFO - Epoch [102][1080/1413] lr: 3.976e-01, eta: 2 days, 12:28:56, time: 1.059, data_time: 0.002, memory: 8482, top1_acc: 0.2548, top5_acc: 0.4977, loss_cls: 3.6656, loss: 3.6656, grad_norm: 1.1224 2020-10-07 09:47:17,184 - mmaction - INFO - Epoch [102][1100/1413] lr: 3.976e-01, eta: 2 days, 12:28:39, time: 1.059, data_time: 0.001, memory: 8482, top1_acc: 0.2562, top5_acc: 0.4967, loss_cls: 3.6306, loss: 3.6306, grad_norm: 1.1304 2020-10-07 09:47:38,331 - mmaction - INFO - Epoch [102][1120/1413] lr: 3.976e-01, eta: 2 days, 12:28:23, time: 1.057, data_time: 0.001, memory: 8482, top1_acc: 0.2564, top5_acc: 0.4883, loss_cls: 3.6618, loss: 3.6618, grad_norm: 1.1552 2020-10-07 09:47:59,482 - mmaction - INFO - Epoch [102][1140/1413] lr: 3.976e-01, eta: 2 days, 12:28:06, time: 1.058, data_time: 0.002, memory: 8482, top1_acc: 0.2635, top5_acc: 0.4829, loss_cls: 3.6689, loss: 3.6689, grad_norm: 1.1174 2020-10-07 09:48:20,636 - mmaction - INFO - Epoch [102][1160/1413] lr: 3.976e-01, eta: 2 days, 12:27:49, time: 1.058, data_time: 0.002, memory: 8482, top1_acc: 0.2509, top5_acc: 0.4750, loss_cls: 3.7224, loss: 3.7224, grad_norm: 1.1170 2020-10-07 09:48:41,792 - mmaction - INFO - Epoch [102][1180/1413] lr: 3.976e-01, eta: 2 days, 12:27:33, time: 1.058, data_time: 0.002, memory: 8482, top1_acc: 0.2522, top5_acc: 0.4828, loss_cls: 3.7040, loss: 3.7040, grad_norm: 1.1339 2020-10-07 09:49:02,992 - mmaction - INFO - Epoch [102][1200/1413] lr: 3.976e-01, eta: 2 days, 12:27:16, time: 1.060, data_time: 0.001, memory: 8482, top1_acc: 0.2570, top5_acc: 0.4949, loss_cls: 3.6732, loss: 3.6732, grad_norm: 1.1245 2020-10-07 09:49:24,102 - mmaction - INFO - Epoch [102][1220/1413] lr: 3.976e-01, eta: 2 days, 12:26:59, time: 1.056, data_time: 0.002, memory: 8482, top1_acc: 0.2551, top5_acc: 0.4859, loss_cls: 3.6963, loss: 3.6963, grad_norm: 1.1339 2020-10-07 09:49:45,227 - mmaction - INFO - Epoch [102][1240/1413] lr: 3.976e-01, eta: 2 days, 12:26:43, time: 1.056, data_time: 0.002, memory: 8482, top1_acc: 0.2689, top5_acc: 0.5023, loss_cls: 3.6298, loss: 3.6298, grad_norm: 1.1119 2020-10-07 09:50:06,393 - mmaction - INFO - Epoch [102][1260/1413] lr: 3.976e-01, eta: 2 days, 12:26:26, time: 1.058, data_time: 0.001, memory: 8482, top1_acc: 0.2464, top5_acc: 0.4861, loss_cls: 3.6928, loss: 3.6928, grad_norm: 1.1243 2020-10-07 09:50:27,616 - mmaction - INFO - Epoch [102][1280/1413] lr: 3.976e-01, eta: 2 days, 12:26:10, time: 1.061, data_time: 0.002, memory: 8482, top1_acc: 0.2568, top5_acc: 0.4898, loss_cls: 3.6614, loss: 3.6614, grad_norm: 1.1459 2020-10-07 09:50:48,805 - mmaction - INFO - Epoch [102][1300/1413] lr: 3.976e-01, eta: 2 days, 12:25:53, time: 1.059, data_time: 0.002, memory: 8482, top1_acc: 0.2513, top5_acc: 0.4849, loss_cls: 3.7182, loss: 3.7182, grad_norm: 1.1468 2020-10-07 09:51:09,939 - mmaction - INFO - Epoch [102][1320/1413] lr: 3.976e-01, eta: 2 days, 12:25:36, time: 1.057, data_time: 0.001, memory: 8482, top1_acc: 0.2630, top5_acc: 0.4930, loss_cls: 3.7054, loss: 3.7054, grad_norm: 1.1318 2020-10-07 09:51:31,089 - mmaction - INFO - Epoch [102][1340/1413] lr: 3.976e-01, eta: 2 days, 12:25:20, time: 1.057, data_time: 0.001, memory: 8482, top1_acc: 0.2509, top5_acc: 0.4759, loss_cls: 3.7453, loss: 3.7453, grad_norm: 1.1311 2020-10-07 09:51:52,331 - mmaction - INFO - Epoch [102][1360/1413] lr: 3.976e-01, eta: 2 days, 12:25:03, time: 1.062, data_time: 0.001, memory: 8482, top1_acc: 0.2530, top5_acc: 0.4913, loss_cls: 3.6773, loss: 3.6773, grad_norm: 1.1226 2020-10-07 09:52:13,529 - mmaction - INFO - Epoch [102][1380/1413] lr: 3.976e-01, eta: 2 days, 12:24:47, time: 1.060, data_time: 0.001, memory: 8482, top1_acc: 0.2594, top5_acc: 0.4984, loss_cls: 3.6544, loss: 3.6544, grad_norm: 1.1381 2020-10-07 09:52:34,694 - mmaction - INFO - Epoch [102][1400/1413] lr: 3.976e-01, eta: 2 days, 12:24:30, time: 1.058, data_time: 0.001, memory: 8482, top1_acc: 0.2495, top5_acc: 0.4852, loss_cls: 3.7189, loss: 3.7189, grad_norm: 1.1486 2020-10-07 09:53:38,068 - mmaction - INFO - Epoch [103][20/1413] lr: 3.941e-01, eta: 2 days, 12:24:44, time: 2.464, data_time: 1.473, memory: 8482, top1_acc: 0.2587, top5_acc: 0.5005, loss_cls: 3.6331, loss: 3.6331, grad_norm: 1.1401 2020-10-07 09:53:57,398 - mmaction - INFO - Epoch [103][40/1413] lr: 3.941e-01, eta: 2 days, 12:24:22, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.2579, top5_acc: 0.4945, loss_cls: 3.6735, loss: 3.6735, grad_norm: 1.1367 2020-10-07 09:54:17,007 - mmaction - INFO - Epoch [103][60/1413] lr: 3.941e-01, eta: 2 days, 12:24:01, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2613, top5_acc: 0.5020, loss_cls: 3.6334, loss: 3.6334, grad_norm: 1.1128 2020-10-07 09:54:36,584 - mmaction - INFO - Epoch [103][80/1413] lr: 3.941e-01, eta: 2 days, 12:23:40, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2646, top5_acc: 0.4824, loss_cls: 3.6907, loss: 3.6907, grad_norm: 1.1277 2020-10-07 09:54:56,201 - mmaction - INFO - Epoch [103][100/1413] lr: 3.941e-01, eta: 2 days, 12:23:19, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2659, top5_acc: 0.5007, loss_cls: 3.6024, loss: 3.6024, grad_norm: 1.1397 2020-10-07 09:55:15,708 - mmaction - INFO - Epoch [103][120/1413] lr: 3.941e-01, eta: 2 days, 12:22:57, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2668, top5_acc: 0.4988, loss_cls: 3.6149, loss: 3.6149, grad_norm: 1.1324 2020-10-07 09:55:35,361 - mmaction - INFO - Epoch [103][140/1413] lr: 3.941e-01, eta: 2 days, 12:22:36, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2677, top5_acc: 0.4966, loss_cls: 3.6384, loss: 3.6384, grad_norm: 1.1371 2020-10-07 09:55:54,972 - mmaction - INFO - Epoch [103][160/1413] lr: 3.941e-01, eta: 2 days, 12:22:15, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2547, top5_acc: 0.4882, loss_cls: 3.6923, loss: 3.6923, grad_norm: 1.1378 2020-10-07 09:56:14,648 - mmaction - INFO - Epoch [103][180/1413] lr: 3.941e-01, eta: 2 days, 12:21:54, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2663, top5_acc: 0.4940, loss_cls: 3.6130, loss: 3.6130, grad_norm: 1.1434 2020-10-07 09:56:34,394 - mmaction - INFO - Epoch [103][200/1413] lr: 3.941e-01, eta: 2 days, 12:21:34, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.2559, top5_acc: 0.4924, loss_cls: 3.6725, loss: 3.6725, grad_norm: 1.1409 2020-10-07 09:56:53,913 - mmaction - INFO - Epoch [103][220/1413] lr: 3.941e-01, eta: 2 days, 12:21:12, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2695, top5_acc: 0.4973, loss_cls: 3.6318, loss: 3.6318, grad_norm: 1.1469 2020-10-07 09:57:13,596 - mmaction - INFO - Epoch [103][240/1413] lr: 3.941e-01, eta: 2 days, 12:20:51, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2548, top5_acc: 0.4858, loss_cls: 3.7020, loss: 3.7020, grad_norm: 1.1396 2020-10-07 09:57:33,155 - mmaction - INFO - Epoch [103][260/1413] lr: 3.941e-01, eta: 2 days, 12:20:30, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2596, top5_acc: 0.4919, loss_cls: 3.6897, loss: 3.6897, grad_norm: 1.1434 2020-10-07 09:57:52,848 - mmaction - INFO - Epoch [103][280/1413] lr: 3.941e-01, eta: 2 days, 12:20:09, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2620, top5_acc: 0.4872, loss_cls: 3.6685, loss: 3.6685, grad_norm: 1.1283 2020-10-07 09:58:12,589 - mmaction - INFO - Epoch [103][300/1413] lr: 3.941e-01, eta: 2 days, 12:19:49, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2512, top5_acc: 0.4935, loss_cls: 3.6896, loss: 3.6896, grad_norm: 1.1509 2020-10-07 09:58:32,194 - mmaction - INFO - Epoch [103][320/1413] lr: 3.941e-01, eta: 2 days, 12:19:28, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2552, top5_acc: 0.4901, loss_cls: 3.6732, loss: 3.6732, grad_norm: 1.1444 2020-10-07 09:58:51,758 - mmaction - INFO - Epoch [103][340/1413] lr: 3.941e-01, eta: 2 days, 12:19:06, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2600, top5_acc: 0.4918, loss_cls: 3.6775, loss: 3.6775, grad_norm: 1.1332 2020-10-07 09:59:11,457 - mmaction - INFO - Epoch [103][360/1413] lr: 3.941e-01, eta: 2 days, 12:18:46, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2592, top5_acc: 0.5001, loss_cls: 3.6222, loss: 3.6222, grad_norm: 1.1292 2020-10-07 09:59:31,219 - mmaction - INFO - Epoch [103][380/1413] lr: 3.941e-01, eta: 2 days, 12:18:25, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2526, top5_acc: 0.4951, loss_cls: 3.6543, loss: 3.6543, grad_norm: 1.1544 2020-10-07 09:59:50,882 - mmaction - INFO - Epoch [103][400/1413] lr: 3.941e-01, eta: 2 days, 12:18:04, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2492, top5_acc: 0.4855, loss_cls: 3.7002, loss: 3.7002, grad_norm: 1.1510 2020-10-07 10:00:11,198 - mmaction - INFO - Epoch [103][420/1413] lr: 3.941e-01, eta: 2 days, 12:17:45, time: 1.016, data_time: 0.002, memory: 8482, top1_acc: 0.2549, top5_acc: 0.4853, loss_cls: 3.6499, loss: 3.6499, grad_norm: 1.1420 2020-10-07 10:00:30,887 - mmaction - INFO - Epoch [103][440/1413] lr: 3.941e-01, eta: 2 days, 12:17:24, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2564, top5_acc: 0.4906, loss_cls: 3.6450, loss: 3.6450, grad_norm: 1.1449 2020-10-07 10:00:50,540 - mmaction - INFO - Epoch [103][460/1413] lr: 3.941e-01, eta: 2 days, 12:17:03, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2555, top5_acc: 0.4928, loss_cls: 3.6882, loss: 3.6882, grad_norm: 1.1240 2020-10-07 10:01:10,208 - mmaction - INFO - Epoch [103][480/1413] lr: 3.941e-01, eta: 2 days, 12:16:42, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2589, top5_acc: 0.4940, loss_cls: 3.6491, loss: 3.6491, grad_norm: 1.1491 2020-10-07 10:01:29,932 - mmaction - INFO - Epoch [103][500/1413] lr: 3.941e-01, eta: 2 days, 12:16:22, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2684, top5_acc: 0.4935, loss_cls: 3.6627, loss: 3.6627, grad_norm: 1.1343 2020-10-07 10:01:49,526 - mmaction - INFO - Epoch [103][520/1413] lr: 3.941e-01, eta: 2 days, 12:16:00, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2583, top5_acc: 0.4885, loss_cls: 3.6828, loss: 3.6828, grad_norm: 1.1410 2020-10-07 10:02:09,147 - mmaction - INFO - Epoch [103][540/1413] lr: 3.941e-01, eta: 2 days, 12:15:39, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2624, top5_acc: 0.4868, loss_cls: 3.6397, loss: 3.6397, grad_norm: 1.1333 2020-10-07 10:02:28,755 - mmaction - INFO - Epoch [103][560/1413] lr: 3.941e-01, eta: 2 days, 12:15:18, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2499, top5_acc: 0.4780, loss_cls: 3.7386, loss: 3.7386, grad_norm: 1.1419 2020-10-07 10:02:48,355 - mmaction - INFO - Epoch [103][580/1413] lr: 3.941e-01, eta: 2 days, 12:14:57, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2602, top5_acc: 0.4865, loss_cls: 3.7062, loss: 3.7062, grad_norm: 1.1124 2020-10-07 10:03:07,976 - mmaction - INFO - Epoch [103][600/1413] lr: 3.941e-01, eta: 2 days, 12:14:36, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2570, top5_acc: 0.4826, loss_cls: 3.6955, loss: 3.6955, grad_norm: 1.1409 2020-10-07 10:03:27,558 - mmaction - INFO - Epoch [103][620/1413] lr: 3.941e-01, eta: 2 days, 12:14:15, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2570, top5_acc: 0.4855, loss_cls: 3.6652, loss: 3.6652, grad_norm: 1.1319 2020-10-07 10:03:47,197 - mmaction - INFO - Epoch [103][640/1413] lr: 3.941e-01, eta: 2 days, 12:13:54, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2599, top5_acc: 0.4922, loss_cls: 3.6381, loss: 3.6381, grad_norm: 1.1265 2020-10-07 10:04:06,832 - mmaction - INFO - Epoch [103][660/1413] lr: 3.941e-01, eta: 2 days, 12:13:33, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2602, top5_acc: 0.4901, loss_cls: 3.6507, loss: 3.6507, grad_norm: 1.1435 2020-10-07 10:04:26,416 - mmaction - INFO - Epoch [103][680/1413] lr: 3.941e-01, eta: 2 days, 12:13:12, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2520, top5_acc: 0.4819, loss_cls: 3.7210, loss: 3.7210, grad_norm: 1.1362 2020-10-07 10:04:46,065 - mmaction - INFO - Epoch [103][700/1413] lr: 3.941e-01, eta: 2 days, 12:12:51, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2544, top5_acc: 0.4872, loss_cls: 3.6999, loss: 3.6999, grad_norm: 1.1465 2020-10-07 10:05:05,636 - mmaction - INFO - Epoch [103][720/1413] lr: 3.941e-01, eta: 2 days, 12:12:30, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2521, top5_acc: 0.4915, loss_cls: 3.6749, loss: 3.6749, grad_norm: 1.1244 2020-10-07 10:05:25,299 - mmaction - INFO - Epoch [103][740/1413] lr: 3.941e-01, eta: 2 days, 12:12:09, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2543, top5_acc: 0.4887, loss_cls: 3.6803, loss: 3.6803, grad_norm: 1.1332 2020-10-07 10:05:44,909 - mmaction - INFO - Epoch [103][760/1413] lr: 3.941e-01, eta: 2 days, 12:11:48, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2470, top5_acc: 0.4872, loss_cls: 3.6879, loss: 3.6879, grad_norm: 1.1297 2020-10-07 10:06:04,597 - mmaction - INFO - Epoch [103][780/1413] lr: 3.941e-01, eta: 2 days, 12:11:27, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2605, top5_acc: 0.4954, loss_cls: 3.6491, loss: 3.6491, grad_norm: 1.1235 2020-10-07 10:06:24,251 - mmaction - INFO - Epoch [103][800/1413] lr: 3.941e-01, eta: 2 days, 12:11:06, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2553, top5_acc: 0.4917, loss_cls: 3.6423, loss: 3.6423, grad_norm: 1.1356 2020-10-07 10:06:43,891 - mmaction - INFO - Epoch [103][820/1413] lr: 3.941e-01, eta: 2 days, 12:10:45, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2611, top5_acc: 0.4819, loss_cls: 3.6689, loss: 3.6689, grad_norm: 1.1290 2020-10-07 10:07:03,470 - mmaction - INFO - Epoch [103][840/1413] lr: 3.941e-01, eta: 2 days, 12:10:24, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2578, top5_acc: 0.4962, loss_cls: 3.6416, loss: 3.6416, grad_norm: 1.1296 2020-10-07 10:07:23,262 - mmaction - INFO - Epoch [103][860/1413] lr: 3.941e-01, eta: 2 days, 12:10:04, time: 0.990, data_time: 0.003, memory: 8482, top1_acc: 0.2615, top5_acc: 0.4982, loss_cls: 3.6138, loss: 3.6138, grad_norm: 1.1314 2020-10-07 10:07:42,949 - mmaction - INFO - Epoch [103][880/1413] lr: 3.941e-01, eta: 2 days, 12:09:43, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2564, top5_acc: 0.4841, loss_cls: 3.7081, loss: 3.7081, grad_norm: 1.1387 2020-10-07 10:08:02,541 - mmaction - INFO - Epoch [103][900/1413] lr: 3.941e-01, eta: 2 days, 12:09:22, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2638, top5_acc: 0.4956, loss_cls: 3.6432, loss: 3.6432, grad_norm: 1.1226 2020-10-07 10:08:22,197 - mmaction - INFO - Epoch [103][920/1413] lr: 3.941e-01, eta: 2 days, 12:09:01, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2641, top5_acc: 0.4966, loss_cls: 3.6356, loss: 3.6356, grad_norm: 1.1292 2020-10-07 10:08:41,844 - mmaction - INFO - Epoch [103][940/1413] lr: 3.941e-01, eta: 2 days, 12:08:40, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2608, top5_acc: 0.4874, loss_cls: 3.6827, loss: 3.6827, grad_norm: 1.1393 2020-10-07 10:09:01,507 - mmaction - INFO - Epoch [103][960/1413] lr: 3.941e-01, eta: 2 days, 12:08:19, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2581, top5_acc: 0.4956, loss_cls: 3.6646, loss: 3.6646, grad_norm: 1.1404 2020-10-07 10:09:21,062 - mmaction - INFO - Epoch [103][980/1413] lr: 3.941e-01, eta: 2 days, 12:07:58, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2536, top5_acc: 0.4845, loss_cls: 3.7020, loss: 3.7020, grad_norm: 1.1361 2020-10-07 10:09:40,693 - mmaction - INFO - Epoch [103][1000/1413] lr: 3.941e-01, eta: 2 days, 12:07:37, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2638, top5_acc: 0.4939, loss_cls: 3.6714, loss: 3.6714, grad_norm: 1.1159 2020-10-07 10:10:00,286 - mmaction - INFO - Epoch [103][1020/1413] lr: 3.941e-01, eta: 2 days, 12:07:16, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2672, top5_acc: 0.4993, loss_cls: 3.6179, loss: 3.6179, grad_norm: 1.1449 2020-10-07 10:10:20,071 - mmaction - INFO - Epoch [103][1040/1413] lr: 3.941e-01, eta: 2 days, 12:06:55, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2496, top5_acc: 0.4878, loss_cls: 3.6735, loss: 3.6735, grad_norm: 1.1608 2020-10-07 10:10:39,622 - mmaction - INFO - Epoch [103][1060/1413] lr: 3.941e-01, eta: 2 days, 12:06:34, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2490, top5_acc: 0.4796, loss_cls: 3.7248, loss: 3.7248, grad_norm: 1.1307 2020-10-07 10:10:59,179 - mmaction - INFO - Epoch [103][1080/1413] lr: 3.941e-01, eta: 2 days, 12:06:13, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2586, top5_acc: 0.4852, loss_cls: 3.6754, loss: 3.6754, grad_norm: 1.1240 2020-10-07 10:11:18,750 - mmaction - INFO - Epoch [103][1100/1413] lr: 3.941e-01, eta: 2 days, 12:05:51, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2579, top5_acc: 0.4944, loss_cls: 3.6512, loss: 3.6512, grad_norm: 1.1396 2020-10-07 10:11:38,417 - mmaction - INFO - Epoch [103][1120/1413] lr: 3.941e-01, eta: 2 days, 12:05:31, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2535, top5_acc: 0.4875, loss_cls: 3.6846, loss: 3.6846, grad_norm: 1.1527 2020-10-07 10:11:58,085 - mmaction - INFO - Epoch [103][1140/1413] lr: 3.941e-01, eta: 2 days, 12:05:10, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2504, top5_acc: 0.4751, loss_cls: 3.7018, loss: 3.7018, grad_norm: 1.1299 2020-10-07 10:12:17,828 - mmaction - INFO - Epoch [103][1160/1413] lr: 3.941e-01, eta: 2 days, 12:04:49, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2600, top5_acc: 0.4879, loss_cls: 3.6780, loss: 3.6780, grad_norm: 1.1315 2020-10-07 10:12:37,488 - mmaction - INFO - Epoch [103][1180/1413] lr: 3.941e-01, eta: 2 days, 12:04:28, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2592, top5_acc: 0.4952, loss_cls: 3.6526, loss: 3.6526, grad_norm: 1.1420 2020-10-07 10:12:57,163 - mmaction - INFO - Epoch [103][1200/1413] lr: 3.941e-01, eta: 2 days, 12:04:07, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2574, top5_acc: 0.4964, loss_cls: 3.6358, loss: 3.6358, grad_norm: 1.1393 2020-10-07 10:13:16,904 - mmaction - INFO - Epoch [103][1220/1413] lr: 3.941e-01, eta: 2 days, 12:03:47, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2534, top5_acc: 0.4865, loss_cls: 3.6999, loss: 3.6999, grad_norm: 1.1367 2020-10-07 10:13:36,444 - mmaction - INFO - Epoch [103][1240/1413] lr: 3.941e-01, eta: 2 days, 12:03:25, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2536, top5_acc: 0.4842, loss_cls: 3.6997, loss: 3.6997, grad_norm: 1.1285 2020-10-07 10:13:55,939 - mmaction - INFO - Epoch [103][1260/1413] lr: 3.941e-01, eta: 2 days, 12:03:04, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2538, top5_acc: 0.4849, loss_cls: 3.6959, loss: 3.6959, grad_norm: 1.1256 2020-10-07 10:14:15,658 - mmaction - INFO - Epoch [103][1280/1413] lr: 3.941e-01, eta: 2 days, 12:02:43, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2590, top5_acc: 0.4898, loss_cls: 3.6612, loss: 3.6612, grad_norm: 1.1274 2020-10-07 10:14:35,311 - mmaction - INFO - Epoch [103][1300/1413] lr: 3.941e-01, eta: 2 days, 12:02:22, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2633, top5_acc: 0.4932, loss_cls: 3.6469, loss: 3.6469, grad_norm: 1.1188 2020-10-07 10:14:55,003 - mmaction - INFO - Epoch [103][1320/1413] lr: 3.941e-01, eta: 2 days, 12:02:02, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2496, top5_acc: 0.4840, loss_cls: 3.6891, loss: 3.6891, grad_norm: 1.1367 2020-10-07 10:15:14,616 - mmaction - INFO - Epoch [103][1340/1413] lr: 3.941e-01, eta: 2 days, 12:01:41, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2526, top5_acc: 0.4833, loss_cls: 3.7198, loss: 3.7198, grad_norm: 1.1392 2020-10-07 10:15:34,164 - mmaction - INFO - Epoch [103][1360/1413] lr: 3.941e-01, eta: 2 days, 12:01:19, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2491, top5_acc: 0.4865, loss_cls: 3.7027, loss: 3.7027, grad_norm: 1.1105 2020-10-07 10:15:53,778 - mmaction - INFO - Epoch [103][1380/1413] lr: 3.941e-01, eta: 2 days, 12:00:58, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2600, top5_acc: 0.4859, loss_cls: 3.6810, loss: 3.6810, grad_norm: 1.1371 2020-10-07 10:16:13,286 - mmaction - INFO - Epoch [103][1400/1413] lr: 3.941e-01, eta: 2 days, 12:00:37, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2568, top5_acc: 0.4866, loss_cls: 3.6506, loss: 3.6506, grad_norm: 1.1506 2020-10-07 10:17:20,945 - mmaction - INFO - Epoch [104][20/1413] lr: 3.906e-01, eta: 2 days, 12:01:00, time: 2.659, data_time: 1.650, memory: 8482, top1_acc: 0.2544, top5_acc: 0.4855, loss_cls: 3.6762, loss: 3.6762, grad_norm: 1.1415 2020-10-07 10:17:40,286 - mmaction - INFO - Epoch [104][40/1413] lr: 3.906e-01, eta: 2 days, 12:00:39, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.2632, top5_acc: 0.4944, loss_cls: 3.6370, loss: 3.6370, grad_norm: 1.1279 2020-10-07 10:17:59,815 - mmaction - INFO - Epoch [104][60/1413] lr: 3.906e-01, eta: 2 days, 12:00:17, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2602, top5_acc: 0.4953, loss_cls: 3.6473, loss: 3.6473, grad_norm: 1.1412 2020-10-07 10:18:19,513 - mmaction - INFO - Epoch [104][80/1413] lr: 3.906e-01, eta: 2 days, 11:59:56, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2430, top5_acc: 0.4758, loss_cls: 3.6865, loss: 3.6865, grad_norm: 1.1425 2020-10-07 10:18:39,111 - mmaction - INFO - Epoch [104][100/1413] lr: 3.906e-01, eta: 2 days, 11:59:35, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2595, top5_acc: 0.4876, loss_cls: 3.6788, loss: 3.6788, grad_norm: 1.1202 2020-10-07 10:18:58,688 - mmaction - INFO - Epoch [104][120/1413] lr: 3.906e-01, eta: 2 days, 11:59:14, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2570, top5_acc: 0.4921, loss_cls: 3.6553, loss: 3.6553, grad_norm: 1.1646 2020-10-07 10:19:18,204 - mmaction - INFO - Epoch [104][140/1413] lr: 3.906e-01, eta: 2 days, 11:58:53, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2569, top5_acc: 0.4867, loss_cls: 3.6880, loss: 3.6880, grad_norm: 1.1272 2020-10-07 10:19:37,655 - mmaction - INFO - Epoch [104][160/1413] lr: 3.906e-01, eta: 2 days, 11:58:31, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2634, top5_acc: 0.4915, loss_cls: 3.6385, loss: 3.6385, grad_norm: 1.1323 2020-10-07 10:19:57,167 - mmaction - INFO - Epoch [104][180/1413] lr: 3.906e-01, eta: 2 days, 11:58:10, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2523, top5_acc: 0.4863, loss_cls: 3.6831, loss: 3.6831, grad_norm: 1.1515 2020-10-07 10:20:16,798 - mmaction - INFO - Epoch [104][200/1413] lr: 3.906e-01, eta: 2 days, 11:57:49, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2750, top5_acc: 0.4986, loss_cls: 3.5874, loss: 3.5874, grad_norm: 1.1342 2020-10-07 10:20:36,452 - mmaction - INFO - Epoch [104][220/1413] lr: 3.906e-01, eta: 2 days, 11:57:28, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2695, top5_acc: 0.4961, loss_cls: 3.6020, loss: 3.6020, grad_norm: 1.1473 2020-10-07 10:20:55,997 - mmaction - INFO - Epoch [104][240/1413] lr: 3.906e-01, eta: 2 days, 11:57:07, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2572, top5_acc: 0.4943, loss_cls: 3.6679, loss: 3.6679, grad_norm: 1.1513 2020-10-07 10:21:15,490 - mmaction - INFO - Epoch [104][260/1413] lr: 3.906e-01, eta: 2 days, 11:56:46, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2673, top5_acc: 0.4947, loss_cls: 3.6288, loss: 3.6288, grad_norm: 1.1325 2020-10-07 10:21:35,098 - mmaction - INFO - Epoch [104][280/1413] lr: 3.906e-01, eta: 2 days, 11:56:25, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2609, top5_acc: 0.4865, loss_cls: 3.6569, loss: 3.6569, grad_norm: 1.1577 2020-10-07 10:21:54,673 - mmaction - INFO - Epoch [104][300/1413] lr: 3.906e-01, eta: 2 days, 11:56:03, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2508, top5_acc: 0.4757, loss_cls: 3.7232, loss: 3.7232, grad_norm: 1.1501 2020-10-07 10:22:14,301 - mmaction - INFO - Epoch [104][320/1413] lr: 3.906e-01, eta: 2 days, 11:55:42, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2589, top5_acc: 0.4977, loss_cls: 3.6170, loss: 3.6170, grad_norm: 1.1528 2020-10-07 10:22:33,893 - mmaction - INFO - Epoch [104][340/1413] lr: 3.906e-01, eta: 2 days, 11:55:21, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2579, top5_acc: 0.4904, loss_cls: 3.6511, loss: 3.6511, grad_norm: 1.1411 2020-10-07 10:22:53,411 - mmaction - INFO - Epoch [104][360/1413] lr: 3.906e-01, eta: 2 days, 11:55:00, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2634, top5_acc: 0.4832, loss_cls: 3.6841, loss: 3.6841, grad_norm: 1.1464 2020-10-07 10:23:12,959 - mmaction - INFO - Epoch [104][380/1413] lr: 3.906e-01, eta: 2 days, 11:54:39, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2582, top5_acc: 0.4956, loss_cls: 3.6484, loss: 3.6484, grad_norm: 1.1582 2020-10-07 10:23:32,641 - mmaction - INFO - Epoch [104][400/1413] lr: 3.906e-01, eta: 2 days, 11:54:18, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2513, top5_acc: 0.4901, loss_cls: 3.6848, loss: 3.6848, grad_norm: 1.1373 2020-10-07 10:23:52,246 - mmaction - INFO - Epoch [104][420/1413] lr: 3.906e-01, eta: 2 days, 11:53:57, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2530, top5_acc: 0.4811, loss_cls: 3.6828, loss: 3.6828, grad_norm: 1.1386 2020-10-07 10:24:11,888 - mmaction - INFO - Epoch [104][440/1413] lr: 3.906e-01, eta: 2 days, 11:53:36, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2637, top5_acc: 0.4904, loss_cls: 3.6410, loss: 3.6410, grad_norm: 1.1375 2020-10-07 10:24:31,601 - mmaction - INFO - Epoch [104][460/1413] lr: 3.906e-01, eta: 2 days, 11:53:15, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2530, top5_acc: 0.4845, loss_cls: 3.6759, loss: 3.6759, grad_norm: 1.1441 2020-10-07 10:24:51,249 - mmaction - INFO - Epoch [104][480/1413] lr: 3.906e-01, eta: 2 days, 11:52:54, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2590, top5_acc: 0.4885, loss_cls: 3.6836, loss: 3.6836, grad_norm: 1.1271 2020-10-07 10:25:10,750 - mmaction - INFO - Epoch [104][500/1413] lr: 3.906e-01, eta: 2 days, 11:52:33, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2568, top5_acc: 0.4897, loss_cls: 3.6662, loss: 3.6662, grad_norm: 1.1403 2020-10-07 10:25:30,381 - mmaction - INFO - Epoch [104][520/1413] lr: 3.906e-01, eta: 2 days, 11:52:12, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2570, top5_acc: 0.4928, loss_cls: 3.6672, loss: 3.6672, grad_norm: 1.1510 2020-10-07 10:25:50,040 - mmaction - INFO - Epoch [104][540/1413] lr: 3.906e-01, eta: 2 days, 11:51:51, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2642, top5_acc: 0.4995, loss_cls: 3.6219, loss: 3.6219, grad_norm: 1.1178 2020-10-07 10:26:09,691 - mmaction - INFO - Epoch [104][560/1413] lr: 3.906e-01, eta: 2 days, 11:51:30, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2564, top5_acc: 0.4832, loss_cls: 3.6870, loss: 3.6870, grad_norm: 1.1470 2020-10-07 10:26:29,282 - mmaction - INFO - Epoch [104][580/1413] lr: 3.906e-01, eta: 2 days, 11:51:09, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2559, top5_acc: 0.4926, loss_cls: 3.6585, loss: 3.6585, grad_norm: 1.1165 2020-10-07 10:26:48,796 - mmaction - INFO - Epoch [104][600/1413] lr: 3.906e-01, eta: 2 days, 11:50:48, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2630, top5_acc: 0.4924, loss_cls: 3.6489, loss: 3.6489, grad_norm: 1.1392 2020-10-07 10:27:08,344 - mmaction - INFO - Epoch [104][620/1413] lr: 3.906e-01, eta: 2 days, 11:50:27, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2598, top5_acc: 0.4914, loss_cls: 3.6491, loss: 3.6491, grad_norm: 1.1429 2020-10-07 10:27:27,863 - mmaction - INFO - Epoch [104][640/1413] lr: 3.906e-01, eta: 2 days, 11:50:05, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2544, top5_acc: 0.4839, loss_cls: 3.6857, loss: 3.6857, grad_norm: 1.1476 2020-10-07 10:27:47,475 - mmaction - INFO - Epoch [104][660/1413] lr: 3.906e-01, eta: 2 days, 11:49:44, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2565, top5_acc: 0.4924, loss_cls: 3.6575, loss: 3.6575, grad_norm: 1.1485 2020-10-07 10:28:07,157 - mmaction - INFO - Epoch [104][680/1413] lr: 3.906e-01, eta: 2 days, 11:49:24, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2660, top5_acc: 0.4945, loss_cls: 3.6340, loss: 3.6340, grad_norm: 1.1378 2020-10-07 10:28:26,773 - mmaction - INFO - Epoch [104][700/1413] lr: 3.906e-01, eta: 2 days, 11:49:03, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2665, top5_acc: 0.4953, loss_cls: 3.6327, loss: 3.6327, grad_norm: 1.1308 2020-10-07 10:28:46,353 - mmaction - INFO - Epoch [104][720/1413] lr: 3.906e-01, eta: 2 days, 11:48:41, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2526, top5_acc: 0.4852, loss_cls: 3.6776, loss: 3.6776, grad_norm: 1.1451 2020-10-07 10:29:05,889 - mmaction - INFO - Epoch [104][740/1413] lr: 3.906e-01, eta: 2 days, 11:48:20, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2534, top5_acc: 0.4750, loss_cls: 3.7426, loss: 3.7426, grad_norm: 1.1447 2020-10-07 10:29:25,468 - mmaction - INFO - Epoch [104][760/1413] lr: 3.906e-01, eta: 2 days, 11:47:59, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2505, top5_acc: 0.4874, loss_cls: 3.6958, loss: 3.6958, grad_norm: 1.1285 2020-10-07 10:29:45,172 - mmaction - INFO - Epoch [104][780/1413] lr: 3.906e-01, eta: 2 days, 11:47:38, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2617, top5_acc: 0.4940, loss_cls: 3.6548, loss: 3.6548, grad_norm: 1.1285 2020-10-07 10:30:04,820 - mmaction - INFO - Epoch [104][800/1413] lr: 3.906e-01, eta: 2 days, 11:47:17, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2596, top5_acc: 0.4970, loss_cls: 3.6388, loss: 3.6388, grad_norm: 1.1459 2020-10-07 10:30:23,476 - mmaction - INFO - Epoch [104][820/1413] lr: 3.906e-01, eta: 2 days, 11:46:54, time: 0.933, data_time: 0.002, memory: 8482, top1_acc: 0.2602, top5_acc: 0.4880, loss_cls: 3.7084, loss: 3.7084, grad_norm: 1.1501 2020-10-07 10:30:43,014 - mmaction - INFO - Epoch [104][840/1413] lr: 3.906e-01, eta: 2 days, 11:46:33, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2547, top5_acc: 0.5000, loss_cls: 3.6432, loss: 3.6432, grad_norm: 1.1351 2020-10-07 10:31:02,640 - mmaction - INFO - Epoch [104][860/1413] lr: 3.906e-01, eta: 2 days, 11:46:12, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2635, top5_acc: 0.4924, loss_cls: 3.6351, loss: 3.6351, grad_norm: 1.1328 2020-10-07 10:31:22,321 - mmaction - INFO - Epoch [104][880/1413] lr: 3.906e-01, eta: 2 days, 11:45:51, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2533, top5_acc: 0.4865, loss_cls: 3.6770, loss: 3.6770, grad_norm: 1.1302 2020-10-07 10:31:41,973 - mmaction - INFO - Epoch [104][900/1413] lr: 3.906e-01, eta: 2 days, 11:45:30, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2526, top5_acc: 0.4956, loss_cls: 3.6531, loss: 3.6531, grad_norm: 1.1437 2020-10-07 10:32:01,599 - mmaction - INFO - Epoch [104][920/1413] lr: 3.906e-01, eta: 2 days, 11:45:09, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2587, top5_acc: 0.4867, loss_cls: 3.6642, loss: 3.6642, grad_norm: 1.1353 2020-10-07 10:32:21,148 - mmaction - INFO - Epoch [104][940/1413] lr: 3.906e-01, eta: 2 days, 11:44:48, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2573, top5_acc: 0.4927, loss_cls: 3.6787, loss: 3.6787, grad_norm: 1.1207 2020-10-07 10:32:40,715 - mmaction - INFO - Epoch [104][960/1413] lr: 3.906e-01, eta: 2 days, 11:44:27, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2664, top5_acc: 0.4995, loss_cls: 3.6410, loss: 3.6410, grad_norm: 1.1310 2020-10-07 10:33:00,348 - mmaction - INFO - Epoch [104][980/1413] lr: 3.906e-01, eta: 2 days, 11:44:06, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2527, top5_acc: 0.4828, loss_cls: 3.6903, loss: 3.6903, grad_norm: 1.1319 2020-10-07 10:33:20,016 - mmaction - INFO - Epoch [104][1000/1413] lr: 3.906e-01, eta: 2 days, 11:43:45, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2556, top5_acc: 0.4837, loss_cls: 3.6835, loss: 3.6835, grad_norm: 1.1410 2020-10-07 10:33:39,642 - mmaction - INFO - Epoch [104][1020/1413] lr: 3.906e-01, eta: 2 days, 11:43:24, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2530, top5_acc: 0.4867, loss_cls: 3.6879, loss: 3.6879, grad_norm: 1.1488 2020-10-07 10:33:59,163 - mmaction - INFO - Epoch [104][1040/1413] lr: 3.906e-01, eta: 2 days, 11:43:03, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2638, top5_acc: 0.4951, loss_cls: 3.6390, loss: 3.6390, grad_norm: 1.1413 2020-10-07 10:34:18,736 - mmaction - INFO - Epoch [104][1060/1413] lr: 3.906e-01, eta: 2 days, 11:42:42, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2626, top5_acc: 0.4922, loss_cls: 3.6362, loss: 3.6362, grad_norm: 1.1267 2020-10-07 10:34:38,364 - mmaction - INFO - Epoch [104][1080/1413] lr: 3.906e-01, eta: 2 days, 11:42:21, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2768, top5_acc: 0.5020, loss_cls: 3.5969, loss: 3.5969, grad_norm: 1.1264 2020-10-07 10:34:58,040 - mmaction - INFO - Epoch [104][1100/1413] lr: 3.906e-01, eta: 2 days, 11:42:00, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2674, top5_acc: 0.4931, loss_cls: 3.6553, loss: 3.6553, grad_norm: 1.1406 2020-10-07 10:35:17,530 - mmaction - INFO - Epoch [104][1120/1413] lr: 3.906e-01, eta: 2 days, 11:41:38, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2621, top5_acc: 0.4924, loss_cls: 3.6544, loss: 3.6544, grad_norm: 1.1496 2020-10-07 10:35:37,081 - mmaction - INFO - Epoch [104][1140/1413] lr: 3.906e-01, eta: 2 days, 11:41:17, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2587, top5_acc: 0.4937, loss_cls: 3.6672, loss: 3.6672, grad_norm: 1.1599 2020-10-07 10:35:56,662 - mmaction - INFO - Epoch [104][1160/1413] lr: 3.906e-01, eta: 2 days, 11:40:56, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2499, top5_acc: 0.4743, loss_cls: 3.7436, loss: 3.7436, grad_norm: 1.1450 2020-10-07 10:36:16,244 - mmaction - INFO - Epoch [104][1180/1413] lr: 3.906e-01, eta: 2 days, 11:40:35, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2556, top5_acc: 0.4905, loss_cls: 3.6631, loss: 3.6631, grad_norm: 1.1379 2020-10-07 10:36:35,931 - mmaction - INFO - Epoch [104][1200/1413] lr: 3.906e-01, eta: 2 days, 11:40:14, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2582, top5_acc: 0.4815, loss_cls: 3.6946, loss: 3.6946, grad_norm: 1.1299 2020-10-07 10:36:55,421 - mmaction - INFO - Epoch [104][1220/1413] lr: 3.906e-01, eta: 2 days, 11:39:53, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.2535, top5_acc: 0.4897, loss_cls: 3.6759, loss: 3.6759, grad_norm: 1.1326 2020-10-07 10:37:15,027 - mmaction - INFO - Epoch [104][1240/1413] lr: 3.906e-01, eta: 2 days, 11:39:32, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2583, top5_acc: 0.4828, loss_cls: 3.6860, loss: 3.6860, grad_norm: 1.1375 2020-10-07 10:37:34,660 - mmaction - INFO - Epoch [104][1260/1413] lr: 3.906e-01, eta: 2 days, 11:39:11, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2591, top5_acc: 0.4924, loss_cls: 3.6499, loss: 3.6499, grad_norm: 1.1253 2020-10-07 10:37:54,287 - mmaction - INFO - Epoch [104][1280/1413] lr: 3.906e-01, eta: 2 days, 11:38:50, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2594, top5_acc: 0.4934, loss_cls: 3.6553, loss: 3.6553, grad_norm: 1.1452 2020-10-07 10:38:13,960 - mmaction - INFO - Epoch [104][1300/1413] lr: 3.906e-01, eta: 2 days, 11:38:29, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2495, top5_acc: 0.4862, loss_cls: 3.7108, loss: 3.7108, grad_norm: 1.1380 2020-10-07 10:38:33,555 - mmaction - INFO - Epoch [104][1320/1413] lr: 3.906e-01, eta: 2 days, 11:38:08, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2470, top5_acc: 0.4801, loss_cls: 3.6967, loss: 3.6967, grad_norm: 1.1268 2020-10-07 10:38:53,159 - mmaction - INFO - Epoch [104][1340/1413] lr: 3.906e-01, eta: 2 days, 11:37:47, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2576, top5_acc: 0.4904, loss_cls: 3.6603, loss: 3.6603, grad_norm: 1.1434 2020-10-07 10:39:12,764 - mmaction - INFO - Epoch [104][1360/1413] lr: 3.906e-01, eta: 2 days, 11:37:26, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2534, top5_acc: 0.4902, loss_cls: 3.6772, loss: 3.6772, grad_norm: 1.1395 2020-10-07 10:39:32,336 - mmaction - INFO - Epoch [104][1380/1413] lr: 3.906e-01, eta: 2 days, 11:37:05, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2589, top5_acc: 0.4884, loss_cls: 3.6454, loss: 3.6454, grad_norm: 1.1226 2020-10-07 10:39:51,899 - mmaction - INFO - Epoch [104][1400/1413] lr: 3.906e-01, eta: 2 days, 11:36:44, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2527, top5_acc: 0.4931, loss_cls: 3.7005, loss: 3.7005, grad_norm: 1.1446 2020-10-07 10:40:05,273 - mmaction - INFO - Saving checkpoint at 104 epochs 2020-10-07 10:41:27,554 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-07 10:41:30,056 - mmaction - INFO - top1_acc 0.2373 top5_acc 0.4689 2020-10-07 10:41:30,056 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-07 10:41:30,192 - mmaction - INFO - mean_acc 0.2370 2020-10-07 10:41:30,207 - mmaction - INFO - Epoch(val) [104][1413] top1_acc: 0.2373, top5_acc: 0.4689, mean_class_accuracy: 0.2370 2020-10-07 10:42:16,011 - mmaction - INFO - Epoch [105][20/1413] lr: 3.871e-01, eta: 2 days, 11:36:46, time: 2.289, data_time: 1.271, memory: 8482, top1_acc: 0.2591, top5_acc: 0.4923, loss_cls: 3.6466, loss: 3.6466, grad_norm: 1.1581 2020-10-07 10:42:35,364 - mmaction - INFO - Epoch [105][40/1413] lr: 3.871e-01, eta: 2 days, 11:36:24, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.2590, top5_acc: 0.4954, loss_cls: 3.6654, loss: 3.6654, grad_norm: 1.1150 2020-10-07 10:42:54,851 - mmaction - INFO - Epoch [105][60/1413] lr: 3.871e-01, eta: 2 days, 11:36:03, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2651, top5_acc: 0.4967, loss_cls: 3.6078, loss: 3.6078, grad_norm: 1.1555 2020-10-07 10:43:14,472 - mmaction - INFO - Epoch [105][80/1413] lr: 3.871e-01, eta: 2 days, 11:35:42, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2669, top5_acc: 0.4962, loss_cls: 3.6226, loss: 3.6226, grad_norm: 1.1460 2020-10-07 10:43:34,019 - mmaction - INFO - Epoch [105][100/1413] lr: 3.871e-01, eta: 2 days, 11:35:21, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2525, top5_acc: 0.4794, loss_cls: 3.6804, loss: 3.6804, grad_norm: 1.1549 2020-10-07 10:43:53,711 - mmaction - INFO - Epoch [105][120/1413] lr: 3.871e-01, eta: 2 days, 11:35:00, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2612, top5_acc: 0.4980, loss_cls: 3.6174, loss: 3.6174, grad_norm: 1.1500 2020-10-07 10:44:13,288 - mmaction - INFO - Epoch [105][140/1413] lr: 3.871e-01, eta: 2 days, 11:34:39, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2625, top5_acc: 0.4936, loss_cls: 3.6580, loss: 3.6580, grad_norm: 1.1523 2020-10-07 10:44:32,993 - mmaction - INFO - Epoch [105][160/1413] lr: 3.871e-01, eta: 2 days, 11:34:18, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2560, top5_acc: 0.4861, loss_cls: 3.6995, loss: 3.6995, grad_norm: 1.1387 2020-10-07 10:44:52,598 - mmaction - INFO - Epoch [105][180/1413] lr: 3.871e-01, eta: 2 days, 11:33:57, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2637, top5_acc: 0.4931, loss_cls: 3.6470, loss: 3.6470, grad_norm: 1.1324 2020-10-07 10:45:12,213 - mmaction - INFO - Epoch [105][200/1413] lr: 3.871e-01, eta: 2 days, 11:33:36, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2680, top5_acc: 0.5022, loss_cls: 3.6223, loss: 3.6223, grad_norm: 1.1365 2020-10-07 10:45:31,782 - mmaction - INFO - Epoch [105][220/1413] lr: 3.871e-01, eta: 2 days, 11:33:15, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2715, top5_acc: 0.5047, loss_cls: 3.6024, loss: 3.6024, grad_norm: 1.1438 2020-10-07 10:45:51,481 - mmaction - INFO - Epoch [105][240/1413] lr: 3.871e-01, eta: 2 days, 11:32:54, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2608, top5_acc: 0.4960, loss_cls: 3.6231, loss: 3.6231, grad_norm: 1.1777 2020-10-07 10:46:11,023 - mmaction - INFO - Epoch [105][260/1413] lr: 3.871e-01, eta: 2 days, 11:32:33, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2525, top5_acc: 0.4923, loss_cls: 3.6856, loss: 3.6856, grad_norm: 1.1500 2020-10-07 10:46:30,660 - mmaction - INFO - Epoch [105][280/1413] lr: 3.871e-01, eta: 2 days, 11:32:12, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2595, top5_acc: 0.4977, loss_cls: 3.6754, loss: 3.6754, grad_norm: 1.1598 2020-10-07 10:46:50,352 - mmaction - INFO - Epoch [105][300/1413] lr: 3.871e-01, eta: 2 days, 11:31:51, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2595, top5_acc: 0.4902, loss_cls: 3.6532, loss: 3.6532, grad_norm: 1.1372 2020-10-07 10:47:09,923 - mmaction - INFO - Epoch [105][320/1413] lr: 3.871e-01, eta: 2 days, 11:31:30, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2661, top5_acc: 0.4964, loss_cls: 3.6164, loss: 3.6164, grad_norm: 1.1476 2020-10-07 10:47:29,636 - mmaction - INFO - Epoch [105][340/1413] lr: 3.871e-01, eta: 2 days, 11:31:09, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2574, top5_acc: 0.4921, loss_cls: 3.6501, loss: 3.6501, grad_norm: 1.1500 2020-10-07 10:47:49,194 - mmaction - INFO - Epoch [105][360/1413] lr: 3.871e-01, eta: 2 days, 11:30:48, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2639, top5_acc: 0.4865, loss_cls: 3.6686, loss: 3.6686, grad_norm: 1.1251 2020-10-07 10:48:08,909 - mmaction - INFO - Epoch [105][380/1413] lr: 3.871e-01, eta: 2 days, 11:30:27, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2603, top5_acc: 0.4882, loss_cls: 3.6606, loss: 3.6606, grad_norm: 1.1535 2020-10-07 10:48:28,460 - mmaction - INFO - Epoch [105][400/1413] lr: 3.871e-01, eta: 2 days, 11:30:06, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2564, top5_acc: 0.4909, loss_cls: 3.6562, loss: 3.6562, grad_norm: 1.1354 2020-10-07 10:48:48,164 - mmaction - INFO - Epoch [105][420/1413] lr: 3.871e-01, eta: 2 days, 11:29:46, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2663, top5_acc: 0.4948, loss_cls: 3.6569, loss: 3.6569, grad_norm: 1.1278 2020-10-07 10:49:07,798 - mmaction - INFO - Epoch [105][440/1413] lr: 3.871e-01, eta: 2 days, 11:29:25, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2564, top5_acc: 0.4911, loss_cls: 3.6541, loss: 3.6541, grad_norm: 1.1537 2020-10-07 10:49:27,447 - mmaction - INFO - Epoch [105][460/1413] lr: 3.871e-01, eta: 2 days, 11:29:04, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2568, top5_acc: 0.4993, loss_cls: 3.6553, loss: 3.6553, grad_norm: 1.1371 2020-10-07 10:49:47,145 - mmaction - INFO - Epoch [105][480/1413] lr: 3.871e-01, eta: 2 days, 11:28:43, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2512, top5_acc: 0.4840, loss_cls: 3.6717, loss: 3.6717, grad_norm: 1.1639 2020-10-07 10:50:06,716 - mmaction - INFO - Epoch [105][500/1413] lr: 3.871e-01, eta: 2 days, 11:28:22, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2510, top5_acc: 0.4858, loss_cls: 3.6926, loss: 3.6926, grad_norm: 1.1462 2020-10-07 10:50:26,307 - mmaction - INFO - Epoch [105][520/1413] lr: 3.871e-01, eta: 2 days, 11:28:01, time: 0.981, data_time: 0.004, memory: 8482, top1_acc: 0.2598, top5_acc: 0.4906, loss_cls: 3.6389, loss: 3.6389, grad_norm: 1.1395 2020-10-07 10:50:45,888 - mmaction - INFO - Epoch [105][540/1413] lr: 3.871e-01, eta: 2 days, 11:27:40, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2555, top5_acc: 0.4883, loss_cls: 3.6633, loss: 3.6633, grad_norm: 1.1509 2020-10-07 10:51:05,451 - mmaction - INFO - Epoch [105][560/1413] lr: 3.871e-01, eta: 2 days, 11:27:19, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2635, top5_acc: 0.4938, loss_cls: 3.6411, loss: 3.6411, grad_norm: 1.1586 2020-10-07 10:51:25,124 - mmaction - INFO - Epoch [105][580/1413] lr: 3.871e-01, eta: 2 days, 11:26:58, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2566, top5_acc: 0.4861, loss_cls: 3.6773, loss: 3.6773, grad_norm: 1.1344 2020-10-07 10:51:44,853 - mmaction - INFO - Epoch [105][600/1413] lr: 3.871e-01, eta: 2 days, 11:26:37, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2547, top5_acc: 0.4901, loss_cls: 3.6721, loss: 3.6721, grad_norm: 1.1520 2020-10-07 10:52:04,393 - mmaction - INFO - Epoch [105][620/1413] lr: 3.871e-01, eta: 2 days, 11:26:16, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2585, top5_acc: 0.4845, loss_cls: 3.6861, loss: 3.6861, grad_norm: 1.1401 2020-10-07 10:52:24,096 - mmaction - INFO - Epoch [105][640/1413] lr: 3.871e-01, eta: 2 days, 11:25:55, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2491, top5_acc: 0.4844, loss_cls: 3.7034, loss: 3.7034, grad_norm: 1.1350 2020-10-07 10:52:43,684 - mmaction - INFO - Epoch [105][660/1413] lr: 3.871e-01, eta: 2 days, 11:25:34, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2673, top5_acc: 0.4874, loss_cls: 3.6387, loss: 3.6387, grad_norm: 1.1476 2020-10-07 10:53:03,292 - mmaction - INFO - Epoch [105][680/1413] lr: 3.871e-01, eta: 2 days, 11:25:13, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2526, top5_acc: 0.4905, loss_cls: 3.6774, loss: 3.6774, grad_norm: 1.1591 2020-10-07 10:53:22,967 - mmaction - INFO - Epoch [105][700/1413] lr: 3.871e-01, eta: 2 days, 11:24:53, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2570, top5_acc: 0.4878, loss_cls: 3.6781, loss: 3.6781, grad_norm: 1.1349 2020-10-07 10:53:42,555 - mmaction - INFO - Epoch [105][720/1413] lr: 3.871e-01, eta: 2 days, 11:24:31, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2523, top5_acc: 0.4911, loss_cls: 3.6655, loss: 3.6655, grad_norm: 1.1652 2020-10-07 10:54:02,132 - mmaction - INFO - Epoch [105][740/1413] lr: 3.871e-01, eta: 2 days, 11:24:10, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2605, top5_acc: 0.4862, loss_cls: 3.6603, loss: 3.6603, grad_norm: 1.1354 2020-10-07 10:54:21,735 - mmaction - INFO - Epoch [105][760/1413] lr: 3.871e-01, eta: 2 days, 11:23:49, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2602, top5_acc: 0.4931, loss_cls: 3.6271, loss: 3.6271, grad_norm: 1.1548 2020-10-07 10:54:41,387 - mmaction - INFO - Epoch [105][780/1413] lr: 3.871e-01, eta: 2 days, 11:23:28, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2585, top5_acc: 0.4908, loss_cls: 3.6638, loss: 3.6638, grad_norm: 1.1440 2020-10-07 10:55:00,976 - mmaction - INFO - Epoch [105][800/1413] lr: 3.871e-01, eta: 2 days, 11:23:08, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2581, top5_acc: 0.4822, loss_cls: 3.6943, loss: 3.6943, grad_norm: 1.1395 2020-10-07 10:55:20,533 - mmaction - INFO - Epoch [105][820/1413] lr: 3.871e-01, eta: 2 days, 11:22:46, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2626, top5_acc: 0.4937, loss_cls: 3.6451, loss: 3.6451, grad_norm: 1.1355 2020-10-07 10:55:40,276 - mmaction - INFO - Epoch [105][840/1413] lr: 3.871e-01, eta: 2 days, 11:22:26, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2572, top5_acc: 0.4908, loss_cls: 3.6651, loss: 3.6651, grad_norm: 1.1543 2020-10-07 10:55:59,941 - mmaction - INFO - Epoch [105][860/1413] lr: 3.871e-01, eta: 2 days, 11:22:05, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2521, top5_acc: 0.4928, loss_cls: 3.6586, loss: 3.6586, grad_norm: 1.1358 2020-10-07 10:56:19,600 - mmaction - INFO - Epoch [105][880/1413] lr: 3.871e-01, eta: 2 days, 11:21:44, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2630, top5_acc: 0.4934, loss_cls: 3.6557, loss: 3.6557, grad_norm: 1.1551 2020-10-07 10:56:39,139 - mmaction - INFO - Epoch [105][900/1413] lr: 3.871e-01, eta: 2 days, 11:21:23, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2620, top5_acc: 0.4884, loss_cls: 3.6470, loss: 3.6470, grad_norm: 1.1364 2020-10-07 10:56:58,796 - mmaction - INFO - Epoch [105][920/1413] lr: 3.871e-01, eta: 2 days, 11:21:02, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2594, top5_acc: 0.4923, loss_cls: 3.6260, loss: 3.6260, grad_norm: 1.1447 2020-10-07 10:57:18,401 - mmaction - INFO - Epoch [105][940/1413] lr: 3.871e-01, eta: 2 days, 11:20:41, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2677, top5_acc: 0.4954, loss_cls: 3.6539, loss: 3.6539, grad_norm: 1.1510 2020-10-07 10:57:38,038 - mmaction - INFO - Epoch [105][960/1413] lr: 3.871e-01, eta: 2 days, 11:20:20, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2525, top5_acc: 0.4919, loss_cls: 3.6448, loss: 3.6448, grad_norm: 1.1530 2020-10-07 10:57:57,648 - mmaction - INFO - Epoch [105][980/1413] lr: 3.871e-01, eta: 2 days, 11:19:59, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2622, top5_acc: 0.4866, loss_cls: 3.6662, loss: 3.6662, grad_norm: 1.1537 2020-10-07 10:58:17,249 - mmaction - INFO - Epoch [105][1000/1413] lr: 3.871e-01, eta: 2 days, 11:19:38, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2535, top5_acc: 0.4887, loss_cls: 3.6667, loss: 3.6667, grad_norm: 1.1521 2020-10-07 10:58:36,935 - mmaction - INFO - Epoch [105][1020/1413] lr: 3.871e-01, eta: 2 days, 11:19:17, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2563, top5_acc: 0.4786, loss_cls: 3.7044, loss: 3.7044, grad_norm: 1.1248 2020-10-07 10:58:56,534 - mmaction - INFO - Epoch [105][1040/1413] lr: 3.871e-01, eta: 2 days, 11:18:56, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2542, top5_acc: 0.4818, loss_cls: 3.6915, loss: 3.6915, grad_norm: 1.1323 2020-10-07 10:59:16,208 - mmaction - INFO - Epoch [105][1060/1413] lr: 3.871e-01, eta: 2 days, 11:18:36, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2645, top5_acc: 0.4984, loss_cls: 3.6197, loss: 3.6197, grad_norm: 1.1632 2020-10-07 10:59:35,732 - mmaction - INFO - Epoch [105][1080/1413] lr: 3.871e-01, eta: 2 days, 11:18:14, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2669, top5_acc: 0.4978, loss_cls: 3.6219, loss: 3.6219, grad_norm: 1.1564 2020-10-07 10:59:55,366 - mmaction - INFO - Epoch [105][1100/1413] lr: 3.871e-01, eta: 2 days, 11:17:53, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2504, top5_acc: 0.4780, loss_cls: 3.7271, loss: 3.7271, grad_norm: 1.1484 2020-10-07 11:00:15,627 - mmaction - INFO - Epoch [105][1120/1413] lr: 3.871e-01, eta: 2 days, 11:17:34, time: 1.013, data_time: 0.003, memory: 8482, top1_acc: 0.2598, top5_acc: 0.4895, loss_cls: 3.6665, loss: 3.6665, grad_norm: 1.1496 2020-10-07 11:00:35,169 - mmaction - INFO - Epoch [105][1140/1413] lr: 3.871e-01, eta: 2 days, 11:17:13, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2521, top5_acc: 0.4862, loss_cls: 3.6998, loss: 3.6998, grad_norm: 1.1419 2020-10-07 11:00:54,847 - mmaction - INFO - Epoch [105][1160/1413] lr: 3.871e-01, eta: 2 days, 11:16:52, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2517, top5_acc: 0.4784, loss_cls: 3.6746, loss: 3.6746, grad_norm: 1.1393 2020-10-07 11:01:14,501 - mmaction - INFO - Epoch [105][1180/1413] lr: 3.871e-01, eta: 2 days, 11:16:31, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2600, top5_acc: 0.4957, loss_cls: 3.6776, loss: 3.6776, grad_norm: 1.1272 2020-10-07 11:01:34,111 - mmaction - INFO - Epoch [105][1200/1413] lr: 3.871e-01, eta: 2 days, 11:16:10, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2637, top5_acc: 0.4956, loss_cls: 3.6424, loss: 3.6424, grad_norm: 1.1506 2020-10-07 11:01:53,760 - mmaction - INFO - Epoch [105][1220/1413] lr: 3.871e-01, eta: 2 days, 11:15:50, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2613, top5_acc: 0.4941, loss_cls: 3.6436, loss: 3.6436, grad_norm: 1.1427 2020-10-07 11:02:13,519 - mmaction - INFO - Epoch [105][1240/1413] lr: 3.871e-01, eta: 2 days, 11:15:29, time: 0.989, data_time: 0.003, memory: 8482, top1_acc: 0.2521, top5_acc: 0.4921, loss_cls: 3.6524, loss: 3.6524, grad_norm: 1.1528 2020-10-07 11:02:33,206 - mmaction - INFO - Epoch [105][1260/1413] lr: 3.871e-01, eta: 2 days, 11:15:08, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2562, top5_acc: 0.4961, loss_cls: 3.6272, loss: 3.6272, grad_norm: 1.1305 2020-10-07 11:02:52,911 - mmaction - INFO - Epoch [105][1280/1413] lr: 3.871e-01, eta: 2 days, 11:14:48, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2533, top5_acc: 0.4839, loss_cls: 3.6960, loss: 3.6960, grad_norm: 1.1622 2020-10-07 11:03:12,484 - mmaction - INFO - Epoch [105][1300/1413] lr: 3.871e-01, eta: 2 days, 11:14:26, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2576, top5_acc: 0.4980, loss_cls: 3.6626, loss: 3.6626, grad_norm: 1.1188 2020-10-07 11:03:32,076 - mmaction - INFO - Epoch [105][1320/1413] lr: 3.871e-01, eta: 2 days, 11:14:06, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2638, top5_acc: 0.4897, loss_cls: 3.6725, loss: 3.6725, grad_norm: 1.1499 2020-10-07 11:03:51,677 - mmaction - INFO - Epoch [105][1340/1413] lr: 3.871e-01, eta: 2 days, 11:13:45, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2630, top5_acc: 0.4935, loss_cls: 3.6427, loss: 3.6427, grad_norm: 1.1401 2020-10-07 11:04:11,334 - mmaction - INFO - Epoch [105][1360/1413] lr: 3.871e-01, eta: 2 days, 11:13:24, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2592, top5_acc: 0.4835, loss_cls: 3.6968, loss: 3.6968, grad_norm: 1.1358 2020-10-07 11:04:30,868 - mmaction - INFO - Epoch [105][1380/1413] lr: 3.871e-01, eta: 2 days, 11:13:03, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2544, top5_acc: 0.4897, loss_cls: 3.6800, loss: 3.6800, grad_norm: 1.1455 2020-10-07 11:04:50,464 - mmaction - INFO - Epoch [105][1400/1413] lr: 3.871e-01, eta: 2 days, 11:12:42, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2557, top5_acc: 0.4872, loss_cls: 3.6886, loss: 3.6886, grad_norm: 1.1343 2020-10-07 11:05:58,498 - mmaction - INFO - Epoch [106][20/1413] lr: 3.836e-01, eta: 2 days, 11:13:03, time: 2.677, data_time: 1.652, memory: 8482, top1_acc: 0.2544, top5_acc: 0.4832, loss_cls: 3.6703, loss: 3.6703, grad_norm: 1.1363 2020-10-07 11:06:17,905 - mmaction - INFO - Epoch [106][40/1413] lr: 3.836e-01, eta: 2 days, 11:12:42, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.2595, top5_acc: 0.5010, loss_cls: 3.5931, loss: 3.5931, grad_norm: 1.1472 2020-10-07 11:06:37,486 - mmaction - INFO - Epoch [106][60/1413] lr: 3.836e-01, eta: 2 days, 11:12:20, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2617, top5_acc: 0.4980, loss_cls: 3.6360, loss: 3.6360, grad_norm: 1.1282 2020-10-07 11:06:57,109 - mmaction - INFO - Epoch [106][80/1413] lr: 3.836e-01, eta: 2 days, 11:12:00, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2681, top5_acc: 0.4974, loss_cls: 3.6070, loss: 3.6070, grad_norm: 1.1525 2020-10-07 11:07:16,631 - mmaction - INFO - Epoch [106][100/1413] lr: 3.836e-01, eta: 2 days, 11:11:38, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2540, top5_acc: 0.4880, loss_cls: 3.6867, loss: 3.6867, grad_norm: 1.1343 2020-10-07 11:07:36,127 - mmaction - INFO - Epoch [106][120/1413] lr: 3.836e-01, eta: 2 days, 11:11:17, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2608, top5_acc: 0.4964, loss_cls: 3.6237, loss: 3.6237, grad_norm: 1.1466 2020-10-07 11:07:55,773 - mmaction - INFO - Epoch [106][140/1413] lr: 3.836e-01, eta: 2 days, 11:10:56, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2555, top5_acc: 0.4863, loss_cls: 3.6457, loss: 3.6457, grad_norm: 1.1360 2020-10-07 11:08:15,477 - mmaction - INFO - Epoch [106][160/1413] lr: 3.836e-01, eta: 2 days, 11:10:35, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2647, top5_acc: 0.4941, loss_cls: 3.6295, loss: 3.6295, grad_norm: 1.1487 2020-10-07 11:08:35,010 - mmaction - INFO - Epoch [106][180/1413] lr: 3.836e-01, eta: 2 days, 11:10:14, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2595, top5_acc: 0.4940, loss_cls: 3.6847, loss: 3.6847, grad_norm: 1.1587 2020-10-07 11:08:54,696 - mmaction - INFO - Epoch [106][200/1413] lr: 3.836e-01, eta: 2 days, 11:09:54, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2659, top5_acc: 0.4967, loss_cls: 3.6146, loss: 3.6146, grad_norm: 1.1380 2020-10-07 11:09:14,282 - mmaction - INFO - Epoch [106][220/1413] lr: 3.836e-01, eta: 2 days, 11:09:32, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2678, top5_acc: 0.4978, loss_cls: 3.5936, loss: 3.5936, grad_norm: 1.1551 2020-10-07 11:09:33,821 - mmaction - INFO - Epoch [106][240/1413] lr: 3.836e-01, eta: 2 days, 11:09:11, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2609, top5_acc: 0.5003, loss_cls: 3.6212, loss: 3.6212, grad_norm: 1.1476 2020-10-07 11:09:53,463 - mmaction - INFO - Epoch [106][260/1413] lr: 3.836e-01, eta: 2 days, 11:08:50, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2600, top5_acc: 0.4917, loss_cls: 3.6395, loss: 3.6395, grad_norm: 1.1515 2020-10-07 11:10:13,113 - mmaction - INFO - Epoch [106][280/1413] lr: 3.836e-01, eta: 2 days, 11:08:30, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2539, top5_acc: 0.4921, loss_cls: 3.6546, loss: 3.6546, grad_norm: 1.1618 2020-10-07 11:10:32,662 - mmaction - INFO - Epoch [106][300/1413] lr: 3.836e-01, eta: 2 days, 11:08:08, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2638, top5_acc: 0.5027, loss_cls: 3.6225, loss: 3.6225, grad_norm: 1.1628 2020-10-07 11:10:52,331 - mmaction - INFO - Epoch [106][320/1413] lr: 3.836e-01, eta: 2 days, 11:07:48, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2612, top5_acc: 0.4863, loss_cls: 3.6823, loss: 3.6823, grad_norm: 1.1397 2020-10-07 11:11:11,913 - mmaction - INFO - Epoch [106][340/1413] lr: 3.836e-01, eta: 2 days, 11:07:27, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2546, top5_acc: 0.4908, loss_cls: 3.6700, loss: 3.6700, grad_norm: 1.1526 2020-10-07 11:11:31,505 - mmaction - INFO - Epoch [106][360/1413] lr: 3.836e-01, eta: 2 days, 11:07:06, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2690, top5_acc: 0.5008, loss_cls: 3.6341, loss: 3.6341, grad_norm: 1.1682 2020-10-07 11:11:51,217 - mmaction - INFO - Epoch [106][380/1413] lr: 3.836e-01, eta: 2 days, 11:06:45, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2570, top5_acc: 0.4883, loss_cls: 3.6637, loss: 3.6637, grad_norm: 1.1450 2020-10-07 11:12:10,894 - mmaction - INFO - Epoch [106][400/1413] lr: 3.836e-01, eta: 2 days, 11:06:24, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2708, top5_acc: 0.5017, loss_cls: 3.5916, loss: 3.5916, grad_norm: 1.1373 2020-10-07 11:12:30,586 - mmaction - INFO - Epoch [106][420/1413] lr: 3.836e-01, eta: 2 days, 11:06:03, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2573, top5_acc: 0.4948, loss_cls: 3.6577, loss: 3.6577, grad_norm: 1.1595 2020-10-07 11:12:50,215 - mmaction - INFO - Epoch [106][440/1413] lr: 3.836e-01, eta: 2 days, 11:05:42, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2621, top5_acc: 0.4965, loss_cls: 3.6223, loss: 3.6223, grad_norm: 1.1557 2020-10-07 11:13:09,986 - mmaction - INFO - Epoch [106][460/1413] lr: 3.836e-01, eta: 2 days, 11:05:22, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2637, top5_acc: 0.4944, loss_cls: 3.6299, loss: 3.6299, grad_norm: 1.1685 2020-10-07 11:13:29,769 - mmaction - INFO - Epoch [106][480/1413] lr: 3.836e-01, eta: 2 days, 11:05:01, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.2734, top5_acc: 0.5023, loss_cls: 3.5993, loss: 3.5993, grad_norm: 1.1533 2020-10-07 11:13:49,338 - mmaction - INFO - Epoch [106][500/1413] lr: 3.836e-01, eta: 2 days, 11:04:40, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2706, top5_acc: 0.4960, loss_cls: 3.6440, loss: 3.6440, grad_norm: 1.1337 2020-10-07 11:14:09,062 - mmaction - INFO - Epoch [106][520/1413] lr: 3.836e-01, eta: 2 days, 11:04:20, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2621, top5_acc: 0.4918, loss_cls: 3.6845, loss: 3.6845, grad_norm: 1.1559 2020-10-07 11:14:28,640 - mmaction - INFO - Epoch [106][540/1413] lr: 3.836e-01, eta: 2 days, 11:03:59, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2621, top5_acc: 0.4978, loss_cls: 3.6372, loss: 3.6372, grad_norm: 1.1516 2020-10-07 11:14:48,297 - mmaction - INFO - Epoch [106][560/1413] lr: 3.836e-01, eta: 2 days, 11:03:38, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2486, top5_acc: 0.4902, loss_cls: 3.6915, loss: 3.6915, grad_norm: 1.1623 2020-10-07 11:15:07,962 - mmaction - INFO - Epoch [106][580/1413] lr: 3.836e-01, eta: 2 days, 11:03:17, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2555, top5_acc: 0.4882, loss_cls: 3.6840, loss: 3.6840, grad_norm: 1.1572 2020-10-07 11:15:27,602 - mmaction - INFO - Epoch [106][600/1413] lr: 3.836e-01, eta: 2 days, 11:02:56, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2641, top5_acc: 0.4866, loss_cls: 3.6717, loss: 3.6717, grad_norm: 1.1527 2020-10-07 11:15:47,310 - mmaction - INFO - Epoch [106][620/1413] lr: 3.836e-01, eta: 2 days, 11:02:35, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2676, top5_acc: 0.4966, loss_cls: 3.6354, loss: 3.6354, grad_norm: 1.1164 2020-10-07 11:16:06,901 - mmaction - INFO - Epoch [106][640/1413] lr: 3.836e-01, eta: 2 days, 11:02:14, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2617, top5_acc: 0.4918, loss_cls: 3.6418, loss: 3.6418, grad_norm: 1.1525 2020-10-07 11:16:26,509 - mmaction - INFO - Epoch [106][660/1413] lr: 3.836e-01, eta: 2 days, 11:01:53, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2609, top5_acc: 0.4867, loss_cls: 3.6589, loss: 3.6589, grad_norm: 1.1462 2020-10-07 11:16:46,181 - mmaction - INFO - Epoch [106][680/1413] lr: 3.836e-01, eta: 2 days, 11:01:32, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2608, top5_acc: 0.4850, loss_cls: 3.6840, loss: 3.6840, grad_norm: 1.1315 2020-10-07 11:17:05,730 - mmaction - INFO - Epoch [106][700/1413] lr: 3.836e-01, eta: 2 days, 11:01:11, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2634, top5_acc: 0.4997, loss_cls: 3.6175, loss: 3.6175, grad_norm: 1.1498 2020-10-07 11:17:25,320 - mmaction - INFO - Epoch [106][720/1413] lr: 3.836e-01, eta: 2 days, 11:00:50, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2522, top5_acc: 0.4921, loss_cls: 3.6642, loss: 3.6642, grad_norm: 1.1478 2020-10-07 11:17:44,994 - mmaction - INFO - Epoch [106][740/1413] lr: 3.836e-01, eta: 2 days, 11:00:30, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2568, top5_acc: 0.4971, loss_cls: 3.6313, loss: 3.6313, grad_norm: 1.1691 2020-10-07 11:18:04,628 - mmaction - INFO - Epoch [106][760/1413] lr: 3.836e-01, eta: 2 days, 11:00:09, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2632, top5_acc: 0.4941, loss_cls: 3.6559, loss: 3.6559, grad_norm: 1.1461 2020-10-07 11:18:24,180 - mmaction - INFO - Epoch [106][780/1413] lr: 3.836e-01, eta: 2 days, 10:59:48, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2487, top5_acc: 0.4770, loss_cls: 3.7138, loss: 3.7138, grad_norm: 1.1350 2020-10-07 11:18:43,723 - mmaction - INFO - Epoch [106][800/1413] lr: 3.836e-01, eta: 2 days, 10:59:26, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2569, top5_acc: 0.4874, loss_cls: 3.6885, loss: 3.6885, grad_norm: 1.1325 2020-10-07 11:19:03,324 - mmaction - INFO - Epoch [106][820/1413] lr: 3.836e-01, eta: 2 days, 10:59:05, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2544, top5_acc: 0.4971, loss_cls: 3.6547, loss: 3.6547, grad_norm: 1.1587 2020-10-07 11:19:22,989 - mmaction - INFO - Epoch [106][840/1413] lr: 3.836e-01, eta: 2 days, 10:58:45, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2618, top5_acc: 0.4872, loss_cls: 3.6491, loss: 3.6491, grad_norm: 1.1353 2020-10-07 11:19:42,575 - mmaction - INFO - Epoch [106][860/1413] lr: 3.836e-01, eta: 2 days, 10:58:24, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2641, top5_acc: 0.4964, loss_cls: 3.6330, loss: 3.6330, grad_norm: 1.1488 2020-10-07 11:20:02,216 - mmaction - INFO - Epoch [106][880/1413] lr: 3.836e-01, eta: 2 days, 10:58:03, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2573, top5_acc: 0.4939, loss_cls: 3.6679, loss: 3.6679, grad_norm: 1.1421 2020-10-07 11:20:21,819 - mmaction - INFO - Epoch [106][900/1413] lr: 3.836e-01, eta: 2 days, 10:57:42, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2655, top5_acc: 0.4971, loss_cls: 3.6402, loss: 3.6402, grad_norm: 1.1449 2020-10-07 11:20:41,383 - mmaction - INFO - Epoch [106][920/1413] lr: 3.836e-01, eta: 2 days, 10:57:21, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2712, top5_acc: 0.4983, loss_cls: 3.6370, loss: 3.6370, grad_norm: 1.1313 2020-10-07 11:21:00,918 - mmaction - INFO - Epoch [106][940/1413] lr: 3.836e-01, eta: 2 days, 10:57:00, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2629, top5_acc: 0.4863, loss_cls: 3.6886, loss: 3.6886, grad_norm: 1.1495 2020-10-07 11:21:20,588 - mmaction - INFO - Epoch [106][960/1413] lr: 3.836e-01, eta: 2 days, 10:56:39, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2543, top5_acc: 0.4908, loss_cls: 3.6491, loss: 3.6491, grad_norm: 1.1243 2020-10-07 11:21:40,228 - mmaction - INFO - Epoch [106][980/1413] lr: 3.836e-01, eta: 2 days, 10:56:18, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2583, top5_acc: 0.4850, loss_cls: 3.6513, loss: 3.6513, grad_norm: 1.1336 2020-10-07 11:21:59,772 - mmaction - INFO - Epoch [106][1000/1413] lr: 3.836e-01, eta: 2 days, 10:55:57, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2686, top5_acc: 0.4975, loss_cls: 3.6347, loss: 3.6347, grad_norm: 1.1368 2020-10-07 11:22:19,336 - mmaction - INFO - Epoch [106][1020/1413] lr: 3.836e-01, eta: 2 days, 10:55:36, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2509, top5_acc: 0.4814, loss_cls: 3.6850, loss: 3.6850, grad_norm: 1.1566 2020-10-07 11:22:38,957 - mmaction - INFO - Epoch [106][1040/1413] lr: 3.836e-01, eta: 2 days, 10:55:15, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2595, top5_acc: 0.4931, loss_cls: 3.6481, loss: 3.6481, grad_norm: 1.1387 2020-10-07 11:22:58,553 - mmaction - INFO - Epoch [106][1060/1413] lr: 3.836e-01, eta: 2 days, 10:54:54, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2564, top5_acc: 0.4891, loss_cls: 3.6586, loss: 3.6586, grad_norm: 1.1494 2020-10-07 11:23:18,104 - mmaction - INFO - Epoch [106][1080/1413] lr: 3.836e-01, eta: 2 days, 10:54:33, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2583, top5_acc: 0.4964, loss_cls: 3.6714, loss: 3.6714, grad_norm: 1.1626 2020-10-07 11:23:37,723 - mmaction - INFO - Epoch [106][1100/1413] lr: 3.836e-01, eta: 2 days, 10:54:12, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2615, top5_acc: 0.4928, loss_cls: 3.6601, loss: 3.6601, grad_norm: 1.1247 2020-10-07 11:23:57,432 - mmaction - INFO - Epoch [106][1120/1413] lr: 3.836e-01, eta: 2 days, 10:53:51, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2633, top5_acc: 0.5005, loss_cls: 3.6258, loss: 3.6258, grad_norm: 1.1454 2020-10-07 11:24:17,064 - mmaction - INFO - Epoch [106][1140/1413] lr: 3.836e-01, eta: 2 days, 10:53:30, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2603, top5_acc: 0.4906, loss_cls: 3.6710, loss: 3.6710, grad_norm: 1.1444 2020-10-07 11:24:36,673 - mmaction - INFO - Epoch [106][1160/1413] lr: 3.836e-01, eta: 2 days, 10:53:09, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2678, top5_acc: 0.4885, loss_cls: 3.6484, loss: 3.6484, grad_norm: 1.1374 2020-10-07 11:24:56,278 - mmaction - INFO - Epoch [106][1180/1413] lr: 3.836e-01, eta: 2 days, 10:52:48, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2723, top5_acc: 0.4984, loss_cls: 3.6374, loss: 3.6374, grad_norm: 1.1468 2020-10-07 11:25:16,007 - mmaction - INFO - Epoch [106][1200/1413] lr: 3.836e-01, eta: 2 days, 10:52:28, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2655, top5_acc: 0.4957, loss_cls: 3.6472, loss: 3.6472, grad_norm: 1.1363 2020-10-07 11:25:35,610 - mmaction - INFO - Epoch [106][1220/1413] lr: 3.836e-01, eta: 2 days, 10:52:07, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2685, top5_acc: 0.4902, loss_cls: 3.6276, loss: 3.6276, grad_norm: 1.1585 2020-10-07 11:25:55,338 - mmaction - INFO - Epoch [106][1240/1413] lr: 3.836e-01, eta: 2 days, 10:51:46, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2583, top5_acc: 0.4850, loss_cls: 3.6808, loss: 3.6808, grad_norm: 1.1439 2020-10-07 11:26:14,934 - mmaction - INFO - Epoch [106][1260/1413] lr: 3.836e-01, eta: 2 days, 10:51:25, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2578, top5_acc: 0.4862, loss_cls: 3.6936, loss: 3.6936, grad_norm: 1.1508 2020-10-07 11:26:34,584 - mmaction - INFO - Epoch [106][1280/1413] lr: 3.836e-01, eta: 2 days, 10:51:04, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2600, top5_acc: 0.4926, loss_cls: 3.6454, loss: 3.6454, grad_norm: 1.1355 2020-10-07 11:26:54,155 - mmaction - INFO - Epoch [106][1300/1413] lr: 3.836e-01, eta: 2 days, 10:50:43, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2642, top5_acc: 0.4902, loss_cls: 3.6781, loss: 3.6781, grad_norm: 1.1299 2020-10-07 11:27:13,628 - mmaction - INFO - Epoch [106][1320/1413] lr: 3.836e-01, eta: 2 days, 10:50:22, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2520, top5_acc: 0.4857, loss_cls: 3.6818, loss: 3.6818, grad_norm: 1.1530 2020-10-07 11:27:33,253 - mmaction - INFO - Epoch [106][1340/1413] lr: 3.836e-01, eta: 2 days, 10:50:01, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2561, top5_acc: 0.4926, loss_cls: 3.6369, loss: 3.6369, grad_norm: 1.1526 2020-10-07 11:27:52,795 - mmaction - INFO - Epoch [106][1360/1413] lr: 3.836e-01, eta: 2 days, 10:49:40, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2658, top5_acc: 0.4927, loss_cls: 3.6514, loss: 3.6514, grad_norm: 1.1460 2020-10-07 11:28:12,395 - mmaction - INFO - Epoch [106][1380/1413] lr: 3.836e-01, eta: 2 days, 10:49:19, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2628, top5_acc: 0.4867, loss_cls: 3.6582, loss: 3.6582, grad_norm: 1.1318 2020-10-07 11:28:32,060 - mmaction - INFO - Epoch [106][1400/1413] lr: 3.836e-01, eta: 2 days, 10:48:58, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2553, top5_acc: 0.4889, loss_cls: 3.6645, loss: 3.6645, grad_norm: 1.1631 2020-10-07 11:29:37,906 - mmaction - INFO - Epoch [107][20/1413] lr: 3.800e-01, eta: 2 days, 10:49:16, time: 2.626, data_time: 1.549, memory: 8482, top1_acc: 0.2608, top5_acc: 0.4944, loss_cls: 3.6270, loss: 3.6270, grad_norm: 1.1403 2020-10-07 11:29:57,318 - mmaction - INFO - Epoch [107][40/1413] lr: 3.800e-01, eta: 2 days, 10:48:54, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.2620, top5_acc: 0.4949, loss_cls: 3.6294, loss: 3.6294, grad_norm: 1.1536 2020-10-07 11:30:16,002 - mmaction - INFO - Epoch [107][60/1413] lr: 3.800e-01, eta: 2 days, 10:48:31, time: 0.934, data_time: 0.002, memory: 8482, top1_acc: 0.2682, top5_acc: 0.5021, loss_cls: 3.5942, loss: 3.5942, grad_norm: 1.1516 2020-10-07 11:30:35,746 - mmaction - INFO - Epoch [107][80/1413] lr: 3.800e-01, eta: 2 days, 10:48:10, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2687, top5_acc: 0.5010, loss_cls: 3.5992, loss: 3.5992, grad_norm: 1.1644 2020-10-07 11:30:55,349 - mmaction - INFO - Epoch [107][100/1413] lr: 3.800e-01, eta: 2 days, 10:47:49, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2559, top5_acc: 0.4906, loss_cls: 3.6571, loss: 3.6571, grad_norm: 1.1524 2020-10-07 11:31:14,960 - mmaction - INFO - Epoch [107][120/1413] lr: 3.800e-01, eta: 2 days, 10:47:29, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2728, top5_acc: 0.5082, loss_cls: 3.5784, loss: 3.5784, grad_norm: 1.1544 2020-10-07 11:31:34,632 - mmaction - INFO - Epoch [107][140/1413] lr: 3.800e-01, eta: 2 days, 10:47:08, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2557, top5_acc: 0.4945, loss_cls: 3.6530, loss: 3.6530, grad_norm: 1.1538 2020-10-07 11:31:54,232 - mmaction - INFO - Epoch [107][160/1413] lr: 3.800e-01, eta: 2 days, 10:46:47, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2602, top5_acc: 0.4928, loss_cls: 3.6315, loss: 3.6315, grad_norm: 1.1608 2020-10-07 11:32:14,009 - mmaction - INFO - Epoch [107][180/1413] lr: 3.800e-01, eta: 2 days, 10:46:26, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.2609, top5_acc: 0.4996, loss_cls: 3.6142, loss: 3.6142, grad_norm: 1.1576 2020-10-07 11:32:33,783 - mmaction - INFO - Epoch [107][200/1413] lr: 3.800e-01, eta: 2 days, 10:46:06, time: 0.989, data_time: 0.003, memory: 8482, top1_acc: 0.2690, top5_acc: 0.4993, loss_cls: 3.6049, loss: 3.6049, grad_norm: 1.1539 2020-10-07 11:32:53,525 - mmaction - INFO - Epoch [107][220/1413] lr: 3.800e-01, eta: 2 days, 10:45:45, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2570, top5_acc: 0.4865, loss_cls: 3.6648, loss: 3.6648, grad_norm: 1.1591 2020-10-07 11:33:13,047 - mmaction - INFO - Epoch [107][240/1413] lr: 3.800e-01, eta: 2 days, 10:45:24, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2578, top5_acc: 0.4865, loss_cls: 3.6884, loss: 3.6884, grad_norm: 1.1508 2020-10-07 11:33:32,641 - mmaction - INFO - Epoch [107][260/1413] lr: 3.800e-01, eta: 2 days, 10:45:03, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2743, top5_acc: 0.5008, loss_cls: 3.6152, loss: 3.6152, grad_norm: 1.1493 2020-10-07 11:33:52,344 - mmaction - INFO - Epoch [107][280/1413] lr: 3.800e-01, eta: 2 days, 10:44:42, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2570, top5_acc: 0.4952, loss_cls: 3.6501, loss: 3.6501, grad_norm: 1.1536 2020-10-07 11:34:11,930 - mmaction - INFO - Epoch [107][300/1413] lr: 3.800e-01, eta: 2 days, 10:44:21, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2561, top5_acc: 0.4966, loss_cls: 3.6407, loss: 3.6407, grad_norm: 1.1569 2020-10-07 11:34:31,569 - mmaction - INFO - Epoch [107][320/1413] lr: 3.800e-01, eta: 2 days, 10:44:00, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2624, top5_acc: 0.5009, loss_cls: 3.6244, loss: 3.6244, grad_norm: 1.1534 2020-10-07 11:34:51,090 - mmaction - INFO - Epoch [107][340/1413] lr: 3.800e-01, eta: 2 days, 10:43:39, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2538, top5_acc: 0.4911, loss_cls: 3.6751, loss: 3.6751, grad_norm: 1.1594 2020-10-07 11:35:10,725 - mmaction - INFO - Epoch [107][360/1413] lr: 3.800e-01, eta: 2 days, 10:43:18, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2633, top5_acc: 0.4974, loss_cls: 3.6256, loss: 3.6256, grad_norm: 1.1554 2020-10-07 11:35:30,432 - mmaction - INFO - Epoch [107][380/1413] lr: 3.800e-01, eta: 2 days, 10:42:58, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2664, top5_acc: 0.4939, loss_cls: 3.6259, loss: 3.6259, grad_norm: 1.1368 2020-10-07 11:35:49,883 - mmaction - INFO - Epoch [107][400/1413] lr: 3.800e-01, eta: 2 days, 10:42:36, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.2762, top5_acc: 0.5026, loss_cls: 3.6186, loss: 3.6186, grad_norm: 1.1265 2020-10-07 11:36:09,427 - mmaction - INFO - Epoch [107][420/1413] lr: 3.800e-01, eta: 2 days, 10:42:15, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2530, top5_acc: 0.4876, loss_cls: 3.6877, loss: 3.6877, grad_norm: 1.1385 2020-10-07 11:36:28,977 - mmaction - INFO - Epoch [107][440/1413] lr: 3.800e-01, eta: 2 days, 10:41:54, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2595, top5_acc: 0.4937, loss_cls: 3.6191, loss: 3.6191, grad_norm: 1.1401 2020-10-07 11:36:48,611 - mmaction - INFO - Epoch [107][460/1413] lr: 3.800e-01, eta: 2 days, 10:41:33, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2607, top5_acc: 0.4870, loss_cls: 3.6692, loss: 3.6692, grad_norm: 1.1503 2020-10-07 11:37:08,227 - mmaction - INFO - Epoch [107][480/1413] lr: 3.800e-01, eta: 2 days, 10:41:12, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2698, top5_acc: 0.5031, loss_cls: 3.6078, loss: 3.6078, grad_norm: 1.1507 2020-10-07 11:37:27,737 - mmaction - INFO - Epoch [107][500/1413] lr: 3.800e-01, eta: 2 days, 10:40:51, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2607, top5_acc: 0.4948, loss_cls: 3.6625, loss: 3.6625, grad_norm: 1.1498 2020-10-07 11:37:47,426 - mmaction - INFO - Epoch [107][520/1413] lr: 3.800e-01, eta: 2 days, 10:40:30, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2626, top5_acc: 0.4997, loss_cls: 3.6214, loss: 3.6214, grad_norm: 1.1607 2020-10-07 11:38:07,167 - mmaction - INFO - Epoch [107][540/1413] lr: 3.800e-01, eta: 2 days, 10:40:10, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.2698, top5_acc: 0.5057, loss_cls: 3.6156, loss: 3.6156, grad_norm: 1.1559 2020-10-07 11:38:26,785 - mmaction - INFO - Epoch [107][560/1413] lr: 3.800e-01, eta: 2 days, 10:39:49, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2570, top5_acc: 0.4868, loss_cls: 3.6669, loss: 3.6669, grad_norm: 1.1683 2020-10-07 11:38:46,453 - mmaction - INFO - Epoch [107][580/1413] lr: 3.800e-01, eta: 2 days, 10:39:28, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2650, top5_acc: 0.5035, loss_cls: 3.6358, loss: 3.6358, grad_norm: 1.1504 2020-10-07 11:39:06,098 - mmaction - INFO - Epoch [107][600/1413] lr: 3.800e-01, eta: 2 days, 10:39:07, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2612, top5_acc: 0.4924, loss_cls: 3.6541, loss: 3.6541, grad_norm: 1.1689 2020-10-07 11:39:25,682 - mmaction - INFO - Epoch [107][620/1413] lr: 3.800e-01, eta: 2 days, 10:38:46, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2576, top5_acc: 0.4937, loss_cls: 3.6441, loss: 3.6441, grad_norm: 1.1483 2020-10-07 11:39:45,311 - mmaction - INFO - Epoch [107][640/1413] lr: 3.800e-01, eta: 2 days, 10:38:25, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2602, top5_acc: 0.4876, loss_cls: 3.6612, loss: 3.6612, grad_norm: 1.1520 2020-10-07 11:40:04,925 - mmaction - INFO - Epoch [107][660/1413] lr: 3.800e-01, eta: 2 days, 10:38:05, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2589, top5_acc: 0.4865, loss_cls: 3.6667, loss: 3.6667, grad_norm: 1.1582 2020-10-07 11:40:24,555 - mmaction - INFO - Epoch [107][680/1413] lr: 3.800e-01, eta: 2 days, 10:37:44, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2549, top5_acc: 0.4908, loss_cls: 3.6753, loss: 3.6753, grad_norm: 1.1486 2020-10-07 11:40:44,172 - mmaction - INFO - Epoch [107][700/1413] lr: 3.800e-01, eta: 2 days, 10:37:23, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2617, top5_acc: 0.4953, loss_cls: 3.6549, loss: 3.6549, grad_norm: 1.1367 2020-10-07 11:41:03,725 - mmaction - INFO - Epoch [107][720/1413] lr: 3.800e-01, eta: 2 days, 10:37:02, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2559, top5_acc: 0.4895, loss_cls: 3.6705, loss: 3.6705, grad_norm: 1.1635 2020-10-07 11:41:23,392 - mmaction - INFO - Epoch [107][740/1413] lr: 3.800e-01, eta: 2 days, 10:36:41, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2624, top5_acc: 0.4922, loss_cls: 3.6195, loss: 3.6195, grad_norm: 1.1503 2020-10-07 11:41:43,009 - mmaction - INFO - Epoch [107][760/1413] lr: 3.800e-01, eta: 2 days, 10:36:20, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2591, top5_acc: 0.4928, loss_cls: 3.6425, loss: 3.6425, grad_norm: 1.1690 2020-10-07 11:42:02,614 - mmaction - INFO - Epoch [107][780/1413] lr: 3.800e-01, eta: 2 days, 10:35:59, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2594, top5_acc: 0.4871, loss_cls: 3.6773, loss: 3.6773, grad_norm: 1.1663 2020-10-07 11:42:22,164 - mmaction - INFO - Epoch [107][800/1413] lr: 3.800e-01, eta: 2 days, 10:35:38, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2642, top5_acc: 0.5014, loss_cls: 3.6089, loss: 3.6089, grad_norm: 1.1301 2020-10-07 11:42:41,690 - mmaction - INFO - Epoch [107][820/1413] lr: 3.800e-01, eta: 2 days, 10:35:17, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2577, top5_acc: 0.4859, loss_cls: 3.6743, loss: 3.6743, grad_norm: 1.1458 2020-10-07 11:43:01,324 - mmaction - INFO - Epoch [107][840/1413] lr: 3.800e-01, eta: 2 days, 10:34:56, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2616, top5_acc: 0.4993, loss_cls: 3.6479, loss: 3.6479, grad_norm: 1.1720 2020-10-07 11:43:20,989 - mmaction - INFO - Epoch [107][860/1413] lr: 3.800e-01, eta: 2 days, 10:34:35, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2592, top5_acc: 0.4893, loss_cls: 3.6600, loss: 3.6600, grad_norm: 1.1477 2020-10-07 11:43:40,562 - mmaction - INFO - Epoch [107][880/1413] lr: 3.800e-01, eta: 2 days, 10:34:14, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2559, top5_acc: 0.4957, loss_cls: 3.6253, loss: 3.6253, grad_norm: 1.1638 2020-10-07 11:44:00,169 - mmaction - INFO - Epoch [107][900/1413] lr: 3.800e-01, eta: 2 days, 10:33:53, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2747, top5_acc: 0.5095, loss_cls: 3.5481, loss: 3.5481, grad_norm: 1.1533 2020-10-07 11:44:19,717 - mmaction - INFO - Epoch [107][920/1413] lr: 3.800e-01, eta: 2 days, 10:33:32, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2525, top5_acc: 0.4855, loss_cls: 3.6883, loss: 3.6883, grad_norm: 1.1509 2020-10-07 11:44:39,348 - mmaction - INFO - Epoch [107][940/1413] lr: 3.800e-01, eta: 2 days, 10:33:11, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2604, top5_acc: 0.4939, loss_cls: 3.6359, loss: 3.6359, grad_norm: 1.1543 2020-10-07 11:44:58,983 - mmaction - INFO - Epoch [107][960/1413] lr: 3.800e-01, eta: 2 days, 10:32:50, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2573, top5_acc: 0.4867, loss_cls: 3.6566, loss: 3.6566, grad_norm: 1.1679 2020-10-07 11:45:18,550 - mmaction - INFO - Epoch [107][980/1413] lr: 3.800e-01, eta: 2 days, 10:32:29, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2548, top5_acc: 0.4911, loss_cls: 3.6403, loss: 3.6403, grad_norm: 1.1457 2020-10-07 11:45:38,067 - mmaction - INFO - Epoch [107][1000/1413] lr: 3.800e-01, eta: 2 days, 10:32:08, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2621, top5_acc: 0.4865, loss_cls: 3.6414, loss: 3.6414, grad_norm: 1.1590 2020-10-07 11:45:57,650 - mmaction - INFO - Epoch [107][1020/1413] lr: 3.800e-01, eta: 2 days, 10:31:47, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2609, top5_acc: 0.4904, loss_cls: 3.6483, loss: 3.6483, grad_norm: 1.1541 2020-10-07 11:46:17,232 - mmaction - INFO - Epoch [107][1040/1413] lr: 3.800e-01, eta: 2 days, 10:31:26, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2638, top5_acc: 0.4993, loss_cls: 3.6389, loss: 3.6389, grad_norm: 1.1469 2020-10-07 11:46:36,788 - mmaction - INFO - Epoch [107][1060/1413] lr: 3.800e-01, eta: 2 days, 10:31:05, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2654, top5_acc: 0.4919, loss_cls: 3.6444, loss: 3.6444, grad_norm: 1.1601 2020-10-07 11:46:56,419 - mmaction - INFO - Epoch [107][1080/1413] lr: 3.800e-01, eta: 2 days, 10:30:44, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2544, top5_acc: 0.4874, loss_cls: 3.6834, loss: 3.6834, grad_norm: 1.1510 2020-10-07 11:47:16,045 - mmaction - INFO - Epoch [107][1100/1413] lr: 3.800e-01, eta: 2 days, 10:30:23, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2560, top5_acc: 0.4928, loss_cls: 3.6599, loss: 3.6599, grad_norm: 1.1589 2020-10-07 11:47:35,565 - mmaction - INFO - Epoch [107][1120/1413] lr: 3.800e-01, eta: 2 days, 10:30:02, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2589, top5_acc: 0.4923, loss_cls: 3.6531, loss: 3.6531, grad_norm: 1.1747 2020-10-07 11:47:55,263 - mmaction - INFO - Epoch [107][1140/1413] lr: 3.800e-01, eta: 2 days, 10:29:42, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2734, top5_acc: 0.5022, loss_cls: 3.5936, loss: 3.5936, grad_norm: 1.1357 2020-10-07 11:48:14,896 - mmaction - INFO - Epoch [107][1160/1413] lr: 3.800e-01, eta: 2 days, 10:29:21, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2581, top5_acc: 0.4945, loss_cls: 3.6411, loss: 3.6411, grad_norm: 1.1498 2020-10-07 11:48:34,546 - mmaction - INFO - Epoch [107][1180/1413] lr: 3.800e-01, eta: 2 days, 10:29:00, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2477, top5_acc: 0.4826, loss_cls: 3.6993, loss: 3.6993, grad_norm: 1.1456 2020-10-07 11:48:54,172 - mmaction - INFO - Epoch [107][1200/1413] lr: 3.800e-01, eta: 2 days, 10:28:39, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2613, top5_acc: 0.4937, loss_cls: 3.6474, loss: 3.6474, grad_norm: 1.1719 2020-10-07 11:49:13,768 - mmaction - INFO - Epoch [107][1220/1413] lr: 3.800e-01, eta: 2 days, 10:28:18, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2605, top5_acc: 0.4902, loss_cls: 3.6478, loss: 3.6478, grad_norm: 1.1340 2020-10-07 11:49:33,351 - mmaction - INFO - Epoch [107][1240/1413] lr: 3.800e-01, eta: 2 days, 10:27:57, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2658, top5_acc: 0.4855, loss_cls: 3.6518, loss: 3.6518, grad_norm: 1.1589 2020-10-07 11:49:52,957 - mmaction - INFO - Epoch [107][1260/1413] lr: 3.800e-01, eta: 2 days, 10:27:36, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2534, top5_acc: 0.4895, loss_cls: 3.6781, loss: 3.6781, grad_norm: 1.1575 2020-10-07 11:50:12,647 - mmaction - INFO - Epoch [107][1280/1413] lr: 3.800e-01, eta: 2 days, 10:27:16, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2651, top5_acc: 0.4969, loss_cls: 3.6171, loss: 3.6171, grad_norm: 1.1435 2020-10-07 11:50:32,176 - mmaction - INFO - Epoch [107][1300/1413] lr: 3.800e-01, eta: 2 days, 10:26:54, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2616, top5_acc: 0.4878, loss_cls: 3.6586, loss: 3.6586, grad_norm: 1.1599 2020-10-07 11:50:51,764 - mmaction - INFO - Epoch [107][1320/1413] lr: 3.800e-01, eta: 2 days, 10:26:33, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2622, top5_acc: 0.4932, loss_cls: 3.6302, loss: 3.6302, grad_norm: 1.1479 2020-10-07 11:51:11,349 - mmaction - INFO - Epoch [107][1340/1413] lr: 3.800e-01, eta: 2 days, 10:26:13, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2572, top5_acc: 0.4927, loss_cls: 3.6538, loss: 3.6538, grad_norm: 1.1619 2020-10-07 11:51:30,983 - mmaction - INFO - Epoch [107][1360/1413] lr: 3.800e-01, eta: 2 days, 10:25:52, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2568, top5_acc: 0.4802, loss_cls: 3.6899, loss: 3.6899, grad_norm: 1.1538 2020-10-07 11:51:50,538 - mmaction - INFO - Epoch [107][1380/1413] lr: 3.800e-01, eta: 2 days, 10:25:31, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2607, top5_acc: 0.4854, loss_cls: 3.6522, loss: 3.6522, grad_norm: 1.1592 2020-10-07 11:52:10,188 - mmaction - INFO - Epoch [107][1400/1413] lr: 3.800e-01, eta: 2 days, 10:25:10, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2565, top5_acc: 0.4844, loss_cls: 3.6963, loss: 3.6963, grad_norm: 1.1790 2020-10-07 11:53:14,108 - mmaction - INFO - Epoch [108][20/1413] lr: 3.765e-01, eta: 2 days, 10:25:22, time: 2.538, data_time: 1.473, memory: 8482, top1_acc: 0.2641, top5_acc: 0.4967, loss_cls: 3.6432, loss: 3.6432, grad_norm: 1.1556 2020-10-07 11:53:33,462 - mmaction - INFO - Epoch [108][40/1413] lr: 3.765e-01, eta: 2 days, 10:25:00, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.2624, top5_acc: 0.4897, loss_cls: 3.6477, loss: 3.6477, grad_norm: 1.1446 2020-10-07 11:53:53,022 - mmaction - INFO - Epoch [108][60/1413] lr: 3.765e-01, eta: 2 days, 10:24:39, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2635, top5_acc: 0.4958, loss_cls: 3.6336, loss: 3.6336, grad_norm: 1.1586 2020-10-07 11:54:12,681 - mmaction - INFO - Epoch [108][80/1413] lr: 3.765e-01, eta: 2 days, 10:24:18, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2697, top5_acc: 0.4965, loss_cls: 3.6269, loss: 3.6269, grad_norm: 1.1389 2020-10-07 11:54:32,314 - mmaction - INFO - Epoch [108][100/1413] lr: 3.765e-01, eta: 2 days, 10:23:57, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2553, top5_acc: 0.4936, loss_cls: 3.6297, loss: 3.6297, grad_norm: 1.1673 2020-10-07 11:54:51,984 - mmaction - INFO - Epoch [108][120/1413] lr: 3.765e-01, eta: 2 days, 10:23:37, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2655, top5_acc: 0.5026, loss_cls: 3.6089, loss: 3.6089, grad_norm: 1.1510 2020-10-07 11:55:11,573 - mmaction - INFO - Epoch [108][140/1413] lr: 3.765e-01, eta: 2 days, 10:23:16, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2745, top5_acc: 0.4978, loss_cls: 3.5990, loss: 3.5990, grad_norm: 1.1578 2020-10-07 11:55:31,104 - mmaction - INFO - Epoch [108][160/1413] lr: 3.765e-01, eta: 2 days, 10:22:55, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2659, top5_acc: 0.4936, loss_cls: 3.5994, loss: 3.5994, grad_norm: 1.1553 2020-10-07 11:55:50,718 - mmaction - INFO - Epoch [108][180/1413] lr: 3.765e-01, eta: 2 days, 10:22:34, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2585, top5_acc: 0.4953, loss_cls: 3.6485, loss: 3.6485, grad_norm: 1.1519 2020-10-07 11:56:10,285 - mmaction - INFO - Epoch [108][200/1413] lr: 3.765e-01, eta: 2 days, 10:22:13, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2552, top5_acc: 0.4919, loss_cls: 3.6587, loss: 3.6587, grad_norm: 1.1438 2020-10-07 11:56:29,865 - mmaction - INFO - Epoch [108][220/1413] lr: 3.765e-01, eta: 2 days, 10:21:52, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2689, top5_acc: 0.4944, loss_cls: 3.6343, loss: 3.6343, grad_norm: 1.1476 2020-10-07 11:56:49,509 - mmaction - INFO - Epoch [108][240/1413] lr: 3.765e-01, eta: 2 days, 10:21:31, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2668, top5_acc: 0.4977, loss_cls: 3.6293, loss: 3.6293, grad_norm: 1.1492 2020-10-07 11:57:09,144 - mmaction - INFO - Epoch [108][260/1413] lr: 3.765e-01, eta: 2 days, 10:21:10, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2578, top5_acc: 0.4859, loss_cls: 3.6923, loss: 3.6923, grad_norm: 1.1451 2020-10-07 11:57:28,642 - mmaction - INFO - Epoch [108][280/1413] lr: 3.765e-01, eta: 2 days, 10:20:49, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2737, top5_acc: 0.5052, loss_cls: 3.5747, loss: 3.5747, grad_norm: 1.1293 2020-10-07 11:57:48,333 - mmaction - INFO - Epoch [108][300/1413] lr: 3.765e-01, eta: 2 days, 10:20:28, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2724, top5_acc: 0.4930, loss_cls: 3.6277, loss: 3.6277, grad_norm: 1.1483 2020-10-07 11:58:07,826 - mmaction - INFO - Epoch [108][320/1413] lr: 3.765e-01, eta: 2 days, 10:20:07, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2609, top5_acc: 0.4921, loss_cls: 3.6360, loss: 3.6360, grad_norm: 1.1451 2020-10-07 11:58:27,452 - mmaction - INFO - Epoch [108][340/1413] lr: 3.765e-01, eta: 2 days, 10:19:46, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2638, top5_acc: 0.4945, loss_cls: 3.6312, loss: 3.6312, grad_norm: 1.1624 2020-10-07 11:58:47,036 - mmaction - INFO - Epoch [108][360/1413] lr: 3.765e-01, eta: 2 days, 10:19:25, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2522, top5_acc: 0.4858, loss_cls: 3.6940, loss: 3.6940, grad_norm: 1.1595 2020-10-07 11:59:06,766 - mmaction - INFO - Epoch [108][380/1413] lr: 3.765e-01, eta: 2 days, 10:19:05, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2622, top5_acc: 0.4917, loss_cls: 3.6382, loss: 3.6382, grad_norm: 1.1632 2020-10-07 11:59:26,482 - mmaction - INFO - Epoch [108][400/1413] lr: 3.765e-01, eta: 2 days, 10:18:44, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2602, top5_acc: 0.4934, loss_cls: 3.6346, loss: 3.6346, grad_norm: 1.1425 2020-10-07 11:59:46,092 - mmaction - INFO - Epoch [108][420/1413] lr: 3.765e-01, eta: 2 days, 10:18:23, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2583, top5_acc: 0.5004, loss_cls: 3.6333, loss: 3.6333, grad_norm: 1.1652 2020-10-07 12:00:07,103 - mmaction - INFO - Epoch [108][440/1413] lr: 3.765e-01, eta: 2 days, 10:18:06, time: 1.051, data_time: 0.002, memory: 8482, top1_acc: 0.2595, top5_acc: 0.4870, loss_cls: 3.6565, loss: 3.6565, grad_norm: 1.1517 2020-10-07 12:00:25,826 - mmaction - INFO - Epoch [108][460/1413] lr: 3.765e-01, eta: 2 days, 10:17:42, time: 0.936, data_time: 0.002, memory: 8482, top1_acc: 0.2557, top5_acc: 0.4957, loss_cls: 3.6591, loss: 3.6591, grad_norm: 1.1681 2020-10-07 12:00:45,462 - mmaction - INFO - Epoch [108][480/1413] lr: 3.765e-01, eta: 2 days, 10:17:22, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2628, top5_acc: 0.4952, loss_cls: 3.6347, loss: 3.6347, grad_norm: 1.1621 2020-10-07 12:01:05,171 - mmaction - INFO - Epoch [108][500/1413] lr: 3.765e-01, eta: 2 days, 10:17:01, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2535, top5_acc: 0.4743, loss_cls: 3.7091, loss: 3.7091, grad_norm: 1.1439 2020-10-07 12:01:24,829 - mmaction - INFO - Epoch [108][520/1413] lr: 3.765e-01, eta: 2 days, 10:16:40, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2654, top5_acc: 0.4964, loss_cls: 3.6370, loss: 3.6370, grad_norm: 1.1414 2020-10-07 12:01:44,430 - mmaction - INFO - Epoch [108][540/1413] lr: 3.765e-01, eta: 2 days, 10:16:19, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2599, top5_acc: 0.4909, loss_cls: 3.6500, loss: 3.6500, grad_norm: 1.1546 2020-10-07 12:02:04,156 - mmaction - INFO - Epoch [108][560/1413] lr: 3.765e-01, eta: 2 days, 10:15:59, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2513, top5_acc: 0.4792, loss_cls: 3.6770, loss: 3.6770, grad_norm: 1.1540 2020-10-07 12:02:23,767 - mmaction - INFO - Epoch [108][580/1413] lr: 3.765e-01, eta: 2 days, 10:15:38, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2570, top5_acc: 0.4943, loss_cls: 3.6511, loss: 3.6511, grad_norm: 1.1528 2020-10-07 12:02:43,328 - mmaction - INFO - Epoch [108][600/1413] lr: 3.765e-01, eta: 2 days, 10:15:17, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2659, top5_acc: 0.4924, loss_cls: 3.6516, loss: 3.6516, grad_norm: 1.1551 2020-10-07 12:03:02,928 - mmaction - INFO - Epoch [108][620/1413] lr: 3.765e-01, eta: 2 days, 10:14:56, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2591, top5_acc: 0.4913, loss_cls: 3.6384, loss: 3.6384, grad_norm: 1.1576 2020-10-07 12:03:22,493 - mmaction - INFO - Epoch [108][640/1413] lr: 3.765e-01, eta: 2 days, 10:14:35, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2570, top5_acc: 0.4863, loss_cls: 3.6657, loss: 3.6657, grad_norm: 1.1554 2020-10-07 12:03:42,230 - mmaction - INFO - Epoch [108][660/1413] lr: 3.765e-01, eta: 2 days, 10:14:14, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2598, top5_acc: 0.4896, loss_cls: 3.6437, loss: 3.6437, grad_norm: 1.1585 2020-10-07 12:04:01,793 - mmaction - INFO - Epoch [108][680/1413] lr: 3.765e-01, eta: 2 days, 10:13:53, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2681, top5_acc: 0.4999, loss_cls: 3.6003, loss: 3.6003, grad_norm: 1.1568 2020-10-07 12:04:21,609 - mmaction - INFO - Epoch [108][700/1413] lr: 3.765e-01, eta: 2 days, 10:13:33, time: 0.992, data_time: 0.003, memory: 8482, top1_acc: 0.2590, top5_acc: 0.4829, loss_cls: 3.6762, loss: 3.6762, grad_norm: 1.1467 2020-10-07 12:04:41,247 - mmaction - INFO - Epoch [108][720/1413] lr: 3.765e-01, eta: 2 days, 10:13:12, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2625, top5_acc: 0.4927, loss_cls: 3.6703, loss: 3.6703, grad_norm: 1.1681 2020-10-07 12:05:01,086 - mmaction - INFO - Epoch [108][740/1413] lr: 3.765e-01, eta: 2 days, 10:12:52, time: 0.992, data_time: 0.002, memory: 8482, top1_acc: 0.2583, top5_acc: 0.4974, loss_cls: 3.6452, loss: 3.6452, grad_norm: 1.1578 2020-10-07 12:05:20,664 - mmaction - INFO - Epoch [108][760/1413] lr: 3.765e-01, eta: 2 days, 10:12:31, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2642, top5_acc: 0.4962, loss_cls: 3.6506, loss: 3.6506, grad_norm: 1.1532 2020-10-07 12:05:40,262 - mmaction - INFO - Epoch [108][780/1413] lr: 3.765e-01, eta: 2 days, 10:12:10, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2595, top5_acc: 0.4862, loss_cls: 3.6530, loss: 3.6530, grad_norm: 1.1758 2020-10-07 12:06:00,068 - mmaction - INFO - Epoch [108][800/1413] lr: 3.765e-01, eta: 2 days, 10:11:49, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.2582, top5_acc: 0.4891, loss_cls: 3.6727, loss: 3.6727, grad_norm: 1.1445 2020-10-07 12:06:19,619 - mmaction - INFO - Epoch [108][820/1413] lr: 3.765e-01, eta: 2 days, 10:11:28, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2654, top5_acc: 0.5025, loss_cls: 3.6230, loss: 3.6230, grad_norm: 1.1511 2020-10-07 12:06:39,317 - mmaction - INFO - Epoch [108][840/1413] lr: 3.765e-01, eta: 2 days, 10:11:08, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2624, top5_acc: 0.4970, loss_cls: 3.6457, loss: 3.6457, grad_norm: 1.1566 2020-10-07 12:06:58,842 - mmaction - INFO - Epoch [108][860/1413] lr: 3.765e-01, eta: 2 days, 10:10:46, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2590, top5_acc: 0.4852, loss_cls: 3.6673, loss: 3.6673, grad_norm: 1.1443 2020-10-07 12:07:18,560 - mmaction - INFO - Epoch [108][880/1413] lr: 3.765e-01, eta: 2 days, 10:10:26, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2598, top5_acc: 0.4988, loss_cls: 3.6533, loss: 3.6533, grad_norm: 1.1512 2020-10-07 12:07:38,134 - mmaction - INFO - Epoch [108][900/1413] lr: 3.765e-01, eta: 2 days, 10:10:05, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2639, top5_acc: 0.4977, loss_cls: 3.6312, loss: 3.6312, grad_norm: 1.1474 2020-10-07 12:07:57,741 - mmaction - INFO - Epoch [108][920/1413] lr: 3.765e-01, eta: 2 days, 10:09:44, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2581, top5_acc: 0.4960, loss_cls: 3.6351, loss: 3.6351, grad_norm: 1.1572 2020-10-07 12:08:17,305 - mmaction - INFO - Epoch [108][940/1413] lr: 3.765e-01, eta: 2 days, 10:09:23, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2573, top5_acc: 0.4857, loss_cls: 3.6686, loss: 3.6686, grad_norm: 1.1627 2020-10-07 12:08:37,035 - mmaction - INFO - Epoch [108][960/1413] lr: 3.765e-01, eta: 2 days, 10:09:02, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2612, top5_acc: 0.4936, loss_cls: 3.6652, loss: 3.6652, grad_norm: 1.1637 2020-10-07 12:08:56,658 - mmaction - INFO - Epoch [108][980/1413] lr: 3.765e-01, eta: 2 days, 10:08:42, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2672, top5_acc: 0.4918, loss_cls: 3.6605, loss: 3.6605, grad_norm: 1.1443 2020-10-07 12:09:16,299 - mmaction - INFO - Epoch [108][1000/1413] lr: 3.765e-01, eta: 2 days, 10:08:21, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2702, top5_acc: 0.5069, loss_cls: 3.6002, loss: 3.6002, grad_norm: 1.1636 2020-10-07 12:09:35,885 - mmaction - INFO - Epoch [108][1020/1413] lr: 3.765e-01, eta: 2 days, 10:08:00, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2581, top5_acc: 0.5003, loss_cls: 3.6355, loss: 3.6355, grad_norm: 1.1609 2020-10-07 12:09:55,480 - mmaction - INFO - Epoch [108][1040/1413] lr: 3.765e-01, eta: 2 days, 10:07:39, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2677, top5_acc: 0.5004, loss_cls: 3.5979, loss: 3.5979, grad_norm: 1.1220 2020-10-07 12:10:15,164 - mmaction - INFO - Epoch [108][1060/1413] lr: 3.765e-01, eta: 2 days, 10:07:18, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2684, top5_acc: 0.5013, loss_cls: 3.6225, loss: 3.6225, grad_norm: 1.1504 2020-10-07 12:10:34,802 - mmaction - INFO - Epoch [108][1080/1413] lr: 3.765e-01, eta: 2 days, 10:06:57, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2526, top5_acc: 0.4835, loss_cls: 3.6857, loss: 3.6857, grad_norm: 1.1536 2020-10-07 12:10:54,419 - mmaction - INFO - Epoch [108][1100/1413] lr: 3.765e-01, eta: 2 days, 10:06:36, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2634, top5_acc: 0.4883, loss_cls: 3.6588, loss: 3.6588, grad_norm: 1.1442 2020-10-07 12:11:14,050 - mmaction - INFO - Epoch [108][1120/1413] lr: 3.765e-01, eta: 2 days, 10:06:16, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2561, top5_acc: 0.4863, loss_cls: 3.6723, loss: 3.6723, grad_norm: 1.1533 2020-10-07 12:11:33,660 - mmaction - INFO - Epoch [108][1140/1413] lr: 3.765e-01, eta: 2 days, 10:05:55, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2658, top5_acc: 0.4984, loss_cls: 3.6229, loss: 3.6229, grad_norm: 1.1438 2020-10-07 12:11:53,379 - mmaction - INFO - Epoch [108][1160/1413] lr: 3.765e-01, eta: 2 days, 10:05:34, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2523, top5_acc: 0.4848, loss_cls: 3.6908, loss: 3.6908, grad_norm: 1.1715 2020-10-07 12:12:12,955 - mmaction - INFO - Epoch [108][1180/1413] lr: 3.765e-01, eta: 2 days, 10:05:13, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2751, top5_acc: 0.5062, loss_cls: 3.5978, loss: 3.5978, grad_norm: 1.1309 2020-10-07 12:12:32,541 - mmaction - INFO - Epoch [108][1200/1413] lr: 3.765e-01, eta: 2 days, 10:04:52, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2566, top5_acc: 0.4812, loss_cls: 3.6672, loss: 3.6672, grad_norm: 1.1561 2020-10-07 12:12:52,100 - mmaction - INFO - Epoch [108][1220/1413] lr: 3.765e-01, eta: 2 days, 10:04:31, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2607, top5_acc: 0.4977, loss_cls: 3.6100, loss: 3.6100, grad_norm: 1.1524 2020-10-07 12:13:11,720 - mmaction - INFO - Epoch [108][1240/1413] lr: 3.765e-01, eta: 2 days, 10:04:10, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2637, top5_acc: 0.4983, loss_cls: 3.6087, loss: 3.6087, grad_norm: 1.1488 2020-10-07 12:13:31,360 - mmaction - INFO - Epoch [108][1260/1413] lr: 3.765e-01, eta: 2 days, 10:03:49, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2733, top5_acc: 0.5079, loss_cls: 3.5941, loss: 3.5941, grad_norm: 1.1585 2020-10-07 12:13:50,953 - mmaction - INFO - Epoch [108][1280/1413] lr: 3.765e-01, eta: 2 days, 10:03:29, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2600, top5_acc: 0.4884, loss_cls: 3.6711, loss: 3.6711, grad_norm: 1.1739 2020-10-07 12:14:10,580 - mmaction - INFO - Epoch [108][1300/1413] lr: 3.765e-01, eta: 2 days, 10:03:08, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2647, top5_acc: 0.4921, loss_cls: 3.6356, loss: 3.6356, grad_norm: 1.1704 2020-10-07 12:14:30,205 - mmaction - INFO - Epoch [108][1320/1413] lr: 3.765e-01, eta: 2 days, 10:02:47, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2590, top5_acc: 0.4908, loss_cls: 3.6539, loss: 3.6539, grad_norm: 1.1572 2020-10-07 12:14:49,734 - mmaction - INFO - Epoch [108][1340/1413] lr: 3.765e-01, eta: 2 days, 10:02:26, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2641, top5_acc: 0.4940, loss_cls: 3.6788, loss: 3.6788, grad_norm: 1.1494 2020-10-07 12:15:09,339 - mmaction - INFO - Epoch [108][1360/1413] lr: 3.765e-01, eta: 2 days, 10:02:05, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2677, top5_acc: 0.4971, loss_cls: 3.6191, loss: 3.6191, grad_norm: 1.1595 2020-10-07 12:15:28,963 - mmaction - INFO - Epoch [108][1380/1413] lr: 3.765e-01, eta: 2 days, 10:01:44, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2590, top5_acc: 0.4931, loss_cls: 3.6460, loss: 3.6460, grad_norm: 1.1612 2020-10-07 12:15:48,603 - mmaction - INFO - Epoch [108][1400/1413] lr: 3.765e-01, eta: 2 days, 10:01:23, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2525, top5_acc: 0.4807, loss_cls: 3.7056, loss: 3.7056, grad_norm: 1.1665 2020-10-07 12:16:58,325 - mmaction - INFO - Epoch [109][20/1413] lr: 3.729e-01, eta: 2 days, 10:01:45, time: 2.761, data_time: 1.533, memory: 8482, top1_acc: 0.2663, top5_acc: 0.4944, loss_cls: 3.6099, loss: 3.6099, grad_norm: 1.1343 2020-10-07 12:17:17,676 - mmaction - INFO - Epoch [109][40/1413] lr: 3.729e-01, eta: 2 days, 10:01:24, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.2672, top5_acc: 0.4965, loss_cls: 3.6377, loss: 3.6377, grad_norm: 1.1604 2020-10-07 12:17:37,234 - mmaction - INFO - Epoch [109][60/1413] lr: 3.729e-01, eta: 2 days, 10:01:03, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2687, top5_acc: 0.4971, loss_cls: 3.6078, loss: 3.6078, grad_norm: 1.1682 2020-10-07 12:17:56,798 - mmaction - INFO - Epoch [109][80/1413] lr: 3.729e-01, eta: 2 days, 10:00:42, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2677, top5_acc: 0.4995, loss_cls: 3.6247, loss: 3.6247, grad_norm: 1.1775 2020-10-07 12:18:16,325 - mmaction - INFO - Epoch [109][100/1413] lr: 3.729e-01, eta: 2 days, 10:00:20, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2578, top5_acc: 0.4983, loss_cls: 3.6117, loss: 3.6117, grad_norm: 1.1696 2020-10-07 12:18:35,987 - mmaction - INFO - Epoch [109][120/1413] lr: 3.729e-01, eta: 2 days, 10:00:00, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2535, top5_acc: 0.4898, loss_cls: 3.6595, loss: 3.6595, grad_norm: 1.1721 2020-10-07 12:18:55,680 - mmaction - INFO - Epoch [109][140/1413] lr: 3.729e-01, eta: 2 days, 9:59:39, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2628, top5_acc: 0.4897, loss_cls: 3.6447, loss: 3.6447, grad_norm: 1.1453 2020-10-07 12:19:15,324 - mmaction - INFO - Epoch [109][160/1413] lr: 3.729e-01, eta: 2 days, 9:59:18, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2665, top5_acc: 0.4987, loss_cls: 3.6228, loss: 3.6228, grad_norm: 1.1630 2020-10-07 12:19:34,946 - mmaction - INFO - Epoch [109][180/1413] lr: 3.729e-01, eta: 2 days, 9:58:57, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2668, top5_acc: 0.4992, loss_cls: 3.6298, loss: 3.6298, grad_norm: 1.1627 2020-10-07 12:19:54,565 - mmaction - INFO - Epoch [109][200/1413] lr: 3.729e-01, eta: 2 days, 9:58:36, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2668, top5_acc: 0.5031, loss_cls: 3.5990, loss: 3.5990, grad_norm: 1.1757 2020-10-07 12:20:14,141 - mmaction - INFO - Epoch [109][220/1413] lr: 3.729e-01, eta: 2 days, 9:58:15, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2645, top5_acc: 0.4995, loss_cls: 3.6364, loss: 3.6364, grad_norm: 1.1646 2020-10-07 12:20:33,741 - mmaction - INFO - Epoch [109][240/1413] lr: 3.729e-01, eta: 2 days, 9:57:55, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2605, top5_acc: 0.4973, loss_cls: 3.6382, loss: 3.6382, grad_norm: 1.1583 2020-10-07 12:20:53,334 - mmaction - INFO - Epoch [109][260/1413] lr: 3.729e-01, eta: 2 days, 9:57:34, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2688, top5_acc: 0.5016, loss_cls: 3.6193, loss: 3.6193, grad_norm: 1.1513 2020-10-07 12:21:12,862 - mmaction - INFO - Epoch [109][280/1413] lr: 3.729e-01, eta: 2 days, 9:57:13, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2681, top5_acc: 0.4940, loss_cls: 3.6497, loss: 3.6497, grad_norm: 1.1767 2020-10-07 12:21:32,505 - mmaction - INFO - Epoch [109][300/1413] lr: 3.729e-01, eta: 2 days, 9:56:52, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2618, top5_acc: 0.5023, loss_cls: 3.6034, loss: 3.6034, grad_norm: 1.1367 2020-10-07 12:21:52,101 - mmaction - INFO - Epoch [109][320/1413] lr: 3.729e-01, eta: 2 days, 9:56:31, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2686, top5_acc: 0.4961, loss_cls: 3.6056, loss: 3.6056, grad_norm: 1.1525 2020-10-07 12:22:11,609 - mmaction - INFO - Epoch [109][340/1413] lr: 3.729e-01, eta: 2 days, 9:56:10, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2687, top5_acc: 0.4988, loss_cls: 3.6160, loss: 3.6160, grad_norm: 1.1591 2020-10-07 12:22:31,153 - mmaction - INFO - Epoch [109][360/1413] lr: 3.729e-01, eta: 2 days, 9:55:49, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2659, top5_acc: 0.4982, loss_cls: 3.6350, loss: 3.6350, grad_norm: 1.1628 2020-10-07 12:22:50,721 - mmaction - INFO - Epoch [109][380/1413] lr: 3.729e-01, eta: 2 days, 9:55:28, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2693, top5_acc: 0.4960, loss_cls: 3.6194, loss: 3.6194, grad_norm: 1.1403 2020-10-07 12:23:10,273 - mmaction - INFO - Epoch [109][400/1413] lr: 3.729e-01, eta: 2 days, 9:55:07, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2648, top5_acc: 0.4958, loss_cls: 3.6194, loss: 3.6194, grad_norm: 1.1584 2020-10-07 12:23:29,931 - mmaction - INFO - Epoch [109][420/1413] lr: 3.729e-01, eta: 2 days, 9:54:46, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2639, top5_acc: 0.4944, loss_cls: 3.6246, loss: 3.6246, grad_norm: 1.1480 2020-10-07 12:23:49,614 - mmaction - INFO - Epoch [109][440/1413] lr: 3.729e-01, eta: 2 days, 9:54:25, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2741, top5_acc: 0.5111, loss_cls: 3.5672, loss: 3.5672, grad_norm: 1.1867 2020-10-07 12:24:09,165 - mmaction - INFO - Epoch [109][460/1413] lr: 3.729e-01, eta: 2 days, 9:54:04, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2651, top5_acc: 0.4993, loss_cls: 3.6215, loss: 3.6215, grad_norm: 1.1711 2020-10-07 12:24:28,824 - mmaction - INFO - Epoch [109][480/1413] lr: 3.729e-01, eta: 2 days, 9:53:43, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2628, top5_acc: 0.4990, loss_cls: 3.6536, loss: 3.6536, grad_norm: 1.1562 2020-10-07 12:24:48,447 - mmaction - INFO - Epoch [109][500/1413] lr: 3.729e-01, eta: 2 days, 9:53:23, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2659, top5_acc: 0.4931, loss_cls: 3.6274, loss: 3.6274, grad_norm: 1.1649 2020-10-07 12:25:07,992 - mmaction - INFO - Epoch [109][520/1413] lr: 3.729e-01, eta: 2 days, 9:53:01, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2642, top5_acc: 0.4905, loss_cls: 3.6652, loss: 3.6652, grad_norm: 1.1532 2020-10-07 12:25:27,584 - mmaction - INFO - Epoch [109][540/1413] lr: 3.729e-01, eta: 2 days, 9:52:41, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2616, top5_acc: 0.4945, loss_cls: 3.6117, loss: 3.6117, grad_norm: 1.1492 2020-10-07 12:25:47,310 - mmaction - INFO - Epoch [109][560/1413] lr: 3.729e-01, eta: 2 days, 9:52:20, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2661, top5_acc: 0.5014, loss_cls: 3.6241, loss: 3.6241, grad_norm: 1.1511 2020-10-07 12:26:06,809 - mmaction - INFO - Epoch [109][580/1413] lr: 3.729e-01, eta: 2 days, 9:51:59, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2620, top5_acc: 0.4970, loss_cls: 3.6331, loss: 3.6331, grad_norm: 1.1601 2020-10-07 12:26:26,434 - mmaction - INFO - Epoch [109][600/1413] lr: 3.729e-01, eta: 2 days, 9:51:38, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2605, top5_acc: 0.4934, loss_cls: 3.6302, loss: 3.6302, grad_norm: 1.1570 2020-10-07 12:26:45,979 - mmaction - INFO - Epoch [109][620/1413] lr: 3.729e-01, eta: 2 days, 9:51:17, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2650, top5_acc: 0.4913, loss_cls: 3.6531, loss: 3.6531, grad_norm: 1.1560 2020-10-07 12:27:05,580 - mmaction - INFO - Epoch [109][640/1413] lr: 3.729e-01, eta: 2 days, 9:50:56, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2650, top5_acc: 0.5013, loss_cls: 3.6058, loss: 3.6058, grad_norm: 1.1588 2020-10-07 12:27:25,122 - mmaction - INFO - Epoch [109][660/1413] lr: 3.729e-01, eta: 2 days, 9:50:35, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2663, top5_acc: 0.4918, loss_cls: 3.6567, loss: 3.6567, grad_norm: 1.1671 2020-10-07 12:27:44,901 - mmaction - INFO - Epoch [109][680/1413] lr: 3.729e-01, eta: 2 days, 9:50:15, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2660, top5_acc: 0.4882, loss_cls: 3.6384, loss: 3.6384, grad_norm: 1.1636 2020-10-07 12:28:04,443 - mmaction - INFO - Epoch [109][700/1413] lr: 3.729e-01, eta: 2 days, 9:49:54, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2591, top5_acc: 0.4926, loss_cls: 3.6679, loss: 3.6679, grad_norm: 1.1524 2020-10-07 12:28:23,992 - mmaction - INFO - Epoch [109][720/1413] lr: 3.729e-01, eta: 2 days, 9:49:33, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2651, top5_acc: 0.4973, loss_cls: 3.6322, loss: 3.6322, grad_norm: 1.1640 2020-10-07 12:28:43,546 - mmaction - INFO - Epoch [109][740/1413] lr: 3.729e-01, eta: 2 days, 9:49:11, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2616, top5_acc: 0.4961, loss_cls: 3.6425, loss: 3.6425, grad_norm: 1.1641 2020-10-07 12:29:03,092 - mmaction - INFO - Epoch [109][760/1413] lr: 3.729e-01, eta: 2 days, 9:48:50, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2589, top5_acc: 0.4977, loss_cls: 3.6426, loss: 3.6426, grad_norm: 1.1686 2020-10-07 12:29:22,701 - mmaction - INFO - Epoch [109][780/1413] lr: 3.729e-01, eta: 2 days, 9:48:30, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2605, top5_acc: 0.4973, loss_cls: 3.6316, loss: 3.6316, grad_norm: 1.1706 2020-10-07 12:29:42,189 - mmaction - INFO - Epoch [109][800/1413] lr: 3.729e-01, eta: 2 days, 9:48:08, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2609, top5_acc: 0.4895, loss_cls: 3.6769, loss: 3.6769, grad_norm: 1.1697 2020-10-07 12:30:01,774 - mmaction - INFO - Epoch [109][820/1413] lr: 3.729e-01, eta: 2 days, 9:47:47, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2566, top5_acc: 0.4898, loss_cls: 3.6735, loss: 3.6735, grad_norm: 1.1449 2020-10-07 12:30:20,467 - mmaction - INFO - Epoch [109][840/1413] lr: 3.729e-01, eta: 2 days, 9:47:24, time: 0.935, data_time: 0.002, memory: 8482, top1_acc: 0.2689, top5_acc: 0.4999, loss_cls: 3.5975, loss: 3.5975, grad_norm: 1.1324 2020-10-07 12:30:40,020 - mmaction - INFO - Epoch [109][860/1413] lr: 3.729e-01, eta: 2 days, 9:47:03, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2643, top5_acc: 0.4861, loss_cls: 3.6576, loss: 3.6576, grad_norm: 1.1659 2020-10-07 12:30:59,609 - mmaction - INFO - Epoch [109][880/1413] lr: 3.729e-01, eta: 2 days, 9:46:42, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2634, top5_acc: 0.4910, loss_cls: 3.6467, loss: 3.6467, grad_norm: 1.1692 2020-10-07 12:31:19,328 - mmaction - INFO - Epoch [109][900/1413] lr: 3.729e-01, eta: 2 days, 9:46:22, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2591, top5_acc: 0.4935, loss_cls: 3.6424, loss: 3.6424, grad_norm: 1.1640 2020-10-07 12:31:38,880 - mmaction - INFO - Epoch [109][920/1413] lr: 3.729e-01, eta: 2 days, 9:46:01, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2604, top5_acc: 0.4960, loss_cls: 3.6402, loss: 3.6402, grad_norm: 1.1627 2020-10-07 12:31:58,509 - mmaction - INFO - Epoch [109][940/1413] lr: 3.729e-01, eta: 2 days, 9:45:40, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2641, top5_acc: 0.4960, loss_cls: 3.6327, loss: 3.6327, grad_norm: 1.1568 2020-10-07 12:32:18,089 - mmaction - INFO - Epoch [109][960/1413] lr: 3.729e-01, eta: 2 days, 9:45:19, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2621, top5_acc: 0.4957, loss_cls: 3.6118, loss: 3.6118, grad_norm: 1.1546 2020-10-07 12:32:37,690 - mmaction - INFO - Epoch [109][980/1413] lr: 3.729e-01, eta: 2 days, 9:44:58, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2689, top5_acc: 0.4975, loss_cls: 3.6202, loss: 3.6202, grad_norm: 1.1528 2020-10-07 12:32:57,256 - mmaction - INFO - Epoch [109][1000/1413] lr: 3.729e-01, eta: 2 days, 9:44:37, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2677, top5_acc: 0.4984, loss_cls: 3.5992, loss: 3.5992, grad_norm: 1.1606 2020-10-07 12:33:16,893 - mmaction - INFO - Epoch [109][1020/1413] lr: 3.729e-01, eta: 2 days, 9:44:16, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2621, top5_acc: 0.4911, loss_cls: 3.6499, loss: 3.6499, grad_norm: 1.1837 2020-10-07 12:33:36,475 - mmaction - INFO - Epoch [109][1040/1413] lr: 3.729e-01, eta: 2 days, 9:43:55, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2581, top5_acc: 0.4906, loss_cls: 3.6842, loss: 3.6842, grad_norm: 1.1535 2020-10-07 12:33:56,090 - mmaction - INFO - Epoch [109][1060/1413] lr: 3.729e-01, eta: 2 days, 9:43:35, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2622, top5_acc: 0.4936, loss_cls: 3.6521, loss: 3.6521, grad_norm: 1.1659 2020-10-07 12:34:15,784 - mmaction - INFO - Epoch [109][1080/1413] lr: 3.729e-01, eta: 2 days, 9:43:14, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2669, top5_acc: 0.4944, loss_cls: 3.6385, loss: 3.6385, grad_norm: 1.1486 2020-10-07 12:34:35,386 - mmaction - INFO - Epoch [109][1100/1413] lr: 3.729e-01, eta: 2 days, 9:42:53, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2521, top5_acc: 0.4840, loss_cls: 3.6964, loss: 3.6964, grad_norm: 1.1495 2020-10-07 12:34:55,093 - mmaction - INFO - Epoch [109][1120/1413] lr: 3.729e-01, eta: 2 days, 9:42:32, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2624, top5_acc: 0.4966, loss_cls: 3.6503, loss: 3.6503, grad_norm: 1.1529 2020-10-07 12:35:14,710 - mmaction - INFO - Epoch [109][1140/1413] lr: 3.729e-01, eta: 2 days, 9:42:12, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2618, top5_acc: 0.4889, loss_cls: 3.6554, loss: 3.6554, grad_norm: 1.1511 2020-10-07 12:35:34,381 - mmaction - INFO - Epoch [109][1160/1413] lr: 3.729e-01, eta: 2 days, 9:41:51, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2546, top5_acc: 0.4868, loss_cls: 3.6929, loss: 3.6929, grad_norm: 1.1734 2020-10-07 12:35:53,937 - mmaction - INFO - Epoch [109][1180/1413] lr: 3.729e-01, eta: 2 days, 9:41:30, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2579, top5_acc: 0.4883, loss_cls: 3.6668, loss: 3.6668, grad_norm: 1.1626 2020-10-07 12:36:13,629 - mmaction - INFO - Epoch [109][1200/1413] lr: 3.729e-01, eta: 2 days, 9:41:09, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2663, top5_acc: 0.4943, loss_cls: 3.6100, loss: 3.6100, grad_norm: 1.1430 2020-10-07 12:36:33,161 - mmaction - INFO - Epoch [109][1220/1413] lr: 3.729e-01, eta: 2 days, 9:40:48, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2763, top5_acc: 0.5029, loss_cls: 3.6067, loss: 3.6067, grad_norm: 1.1642 2020-10-07 12:36:52,771 - mmaction - INFO - Epoch [109][1240/1413] lr: 3.729e-01, eta: 2 days, 9:40:27, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2638, top5_acc: 0.4964, loss_cls: 3.6312, loss: 3.6312, grad_norm: 1.1604 2020-10-07 12:37:12,358 - mmaction - INFO - Epoch [109][1260/1413] lr: 3.729e-01, eta: 2 days, 9:40:06, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2576, top5_acc: 0.4914, loss_cls: 3.6668, loss: 3.6668, grad_norm: 1.1641 2020-10-07 12:37:31,987 - mmaction - INFO - Epoch [109][1280/1413] lr: 3.729e-01, eta: 2 days, 9:39:46, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2681, top5_acc: 0.4969, loss_cls: 3.6194, loss: 3.6194, grad_norm: 1.1759 2020-10-07 12:37:51,660 - mmaction - INFO - Epoch [109][1300/1413] lr: 3.729e-01, eta: 2 days, 9:39:25, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2604, top5_acc: 0.4904, loss_cls: 3.6476, loss: 3.6476, grad_norm: 1.1727 2020-10-07 12:38:11,236 - mmaction - INFO - Epoch [109][1320/1413] lr: 3.729e-01, eta: 2 days, 9:39:04, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2642, top5_acc: 0.4984, loss_cls: 3.6130, loss: 3.6130, grad_norm: 1.1515 2020-10-07 12:38:30,894 - mmaction - INFO - Epoch [109][1340/1413] lr: 3.729e-01, eta: 2 days, 9:38:43, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2690, top5_acc: 0.5034, loss_cls: 3.6194, loss: 3.6194, grad_norm: 1.1588 2020-10-07 12:38:50,410 - mmaction - INFO - Epoch [109][1360/1413] lr: 3.729e-01, eta: 2 days, 9:38:22, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2647, top5_acc: 0.5005, loss_cls: 3.6382, loss: 3.6382, grad_norm: 1.1695 2020-10-07 12:39:10,068 - mmaction - INFO - Epoch [109][1380/1413] lr: 3.729e-01, eta: 2 days, 9:38:01, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2676, top5_acc: 0.4947, loss_cls: 3.6237, loss: 3.6237, grad_norm: 1.1473 2020-10-07 12:39:29,661 - mmaction - INFO - Epoch [109][1400/1413] lr: 3.729e-01, eta: 2 days, 9:37:41, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2570, top5_acc: 0.4926, loss_cls: 3.6532, loss: 3.6532, grad_norm: 1.1555 2020-10-07 12:40:32,647 - mmaction - INFO - Epoch [110][20/1413] lr: 3.693e-01, eta: 2 days, 9:37:49, time: 2.501, data_time: 1.490, memory: 8482, top1_acc: 0.2608, top5_acc: 0.5026, loss_cls: 3.6172, loss: 3.6172, grad_norm: 1.1571 2020-10-07 12:40:51,995 - mmaction - INFO - Epoch [110][40/1413] lr: 3.693e-01, eta: 2 days, 9:37:27, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.2766, top5_acc: 0.5095, loss_cls: 3.5634, loss: 3.5634, grad_norm: 1.1530 2020-10-07 12:41:11,577 - mmaction - INFO - Epoch [110][60/1413] lr: 3.693e-01, eta: 2 days, 9:37:06, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2680, top5_acc: 0.4960, loss_cls: 3.6227, loss: 3.6227, grad_norm: 1.1530 2020-10-07 12:41:31,136 - mmaction - INFO - Epoch [110][80/1413] lr: 3.693e-01, eta: 2 days, 9:36:45, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2681, top5_acc: 0.5030, loss_cls: 3.5916, loss: 3.5916, grad_norm: 1.1556 2020-10-07 12:41:50,687 - mmaction - INFO - Epoch [110][100/1413] lr: 3.693e-01, eta: 2 days, 9:36:24, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2685, top5_acc: 0.5060, loss_cls: 3.5969, loss: 3.5969, grad_norm: 1.1833 2020-10-07 12:42:10,327 - mmaction - INFO - Epoch [110][120/1413] lr: 3.693e-01, eta: 2 days, 9:36:03, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2598, top5_acc: 0.4980, loss_cls: 3.6605, loss: 3.6605, grad_norm: 1.1512 2020-10-07 12:42:29,998 - mmaction - INFO - Epoch [110][140/1413] lr: 3.693e-01, eta: 2 days, 9:35:43, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2678, top5_acc: 0.5030, loss_cls: 3.6123, loss: 3.6123, grad_norm: 1.1694 2020-10-07 12:42:49,529 - mmaction - INFO - Epoch [110][160/1413] lr: 3.693e-01, eta: 2 days, 9:35:22, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2615, top5_acc: 0.4941, loss_cls: 3.6314, loss: 3.6314, grad_norm: 1.1609 2020-10-07 12:43:09,190 - mmaction - INFO - Epoch [110][180/1413] lr: 3.693e-01, eta: 2 days, 9:35:01, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2694, top5_acc: 0.5053, loss_cls: 3.5983, loss: 3.5983, grad_norm: 1.1465 2020-10-07 12:43:28,739 - mmaction - INFO - Epoch [110][200/1413] lr: 3.693e-01, eta: 2 days, 9:34:40, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2701, top5_acc: 0.5079, loss_cls: 3.5625, loss: 3.5625, grad_norm: 1.1681 2020-10-07 12:43:48,286 - mmaction - INFO - Epoch [110][220/1413] lr: 3.693e-01, eta: 2 days, 9:34:19, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2703, top5_acc: 0.5001, loss_cls: 3.6104, loss: 3.6104, grad_norm: 1.1776 2020-10-07 12:44:07,950 - mmaction - INFO - Epoch [110][240/1413] lr: 3.693e-01, eta: 2 days, 9:33:58, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2555, top5_acc: 0.5010, loss_cls: 3.6150, loss: 3.6150, grad_norm: 1.1608 2020-10-07 12:44:27,534 - mmaction - INFO - Epoch [110][260/1413] lr: 3.693e-01, eta: 2 days, 9:33:37, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2704, top5_acc: 0.5066, loss_cls: 3.5886, loss: 3.5886, grad_norm: 1.1702 2020-10-07 12:44:47,075 - mmaction - INFO - Epoch [110][280/1413] lr: 3.693e-01, eta: 2 days, 9:33:16, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2638, top5_acc: 0.5027, loss_cls: 3.6101, loss: 3.6101, grad_norm: 1.1663 2020-10-07 12:45:06,786 - mmaction - INFO - Epoch [110][300/1413] lr: 3.693e-01, eta: 2 days, 9:32:56, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2612, top5_acc: 0.4962, loss_cls: 3.6253, loss: 3.6253, grad_norm: 1.1725 2020-10-07 12:45:26,480 - mmaction - INFO - Epoch [110][320/1413] lr: 3.693e-01, eta: 2 days, 9:32:35, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2669, top5_acc: 0.4936, loss_cls: 3.6524, loss: 3.6524, grad_norm: 1.1792 2020-10-07 12:45:46,092 - mmaction - INFO - Epoch [110][340/1413] lr: 3.693e-01, eta: 2 days, 9:32:14, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2721, top5_acc: 0.5038, loss_cls: 3.5886, loss: 3.5886, grad_norm: 1.1527 2020-10-07 12:46:05,671 - mmaction - INFO - Epoch [110][360/1413] lr: 3.693e-01, eta: 2 days, 9:31:53, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2582, top5_acc: 0.4919, loss_cls: 3.6613, loss: 3.6613, grad_norm: 1.1648 2020-10-07 12:46:25,181 - mmaction - INFO - Epoch [110][380/1413] lr: 3.693e-01, eta: 2 days, 9:31:32, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2607, top5_acc: 0.5016, loss_cls: 3.6093, loss: 3.6093, grad_norm: 1.1780 2020-10-07 12:46:44,766 - mmaction - INFO - Epoch [110][400/1413] lr: 3.693e-01, eta: 2 days, 9:31:11, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2652, top5_acc: 0.5027, loss_cls: 3.6257, loss: 3.6257, grad_norm: 1.1697 2020-10-07 12:47:04,555 - mmaction - INFO - Epoch [110][420/1413] lr: 3.693e-01, eta: 2 days, 9:30:51, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.2621, top5_acc: 0.4879, loss_cls: 3.6379, loss: 3.6379, grad_norm: 1.1630 2020-10-07 12:47:24,161 - mmaction - INFO - Epoch [110][440/1413] lr: 3.693e-01, eta: 2 days, 9:30:30, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2681, top5_acc: 0.4924, loss_cls: 3.6263, loss: 3.6263, grad_norm: 1.1659 2020-10-07 12:47:43,852 - mmaction - INFO - Epoch [110][460/1413] lr: 3.693e-01, eta: 2 days, 9:30:09, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2615, top5_acc: 0.4961, loss_cls: 3.6285, loss: 3.6285, grad_norm: 1.1497 2020-10-07 12:48:03,487 - mmaction - INFO - Epoch [110][480/1413] lr: 3.693e-01, eta: 2 days, 9:29:48, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2618, top5_acc: 0.4928, loss_cls: 3.6176, loss: 3.6176, grad_norm: 1.1790 2020-10-07 12:48:23,089 - mmaction - INFO - Epoch [110][500/1413] lr: 3.693e-01, eta: 2 days, 9:29:28, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2724, top5_acc: 0.5171, loss_cls: 3.5603, loss: 3.5603, grad_norm: 1.1649 2020-10-07 12:48:42,647 - mmaction - INFO - Epoch [110][520/1413] lr: 3.693e-01, eta: 2 days, 9:29:07, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2620, top5_acc: 0.4937, loss_cls: 3.6244, loss: 3.6244, grad_norm: 1.1629 2020-10-07 12:49:02,294 - mmaction - INFO - Epoch [110][540/1413] lr: 3.693e-01, eta: 2 days, 9:28:46, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2628, top5_acc: 0.4924, loss_cls: 3.6490, loss: 3.6490, grad_norm: 1.1630 2020-10-07 12:49:21,768 - mmaction - INFO - Epoch [110][560/1413] lr: 3.693e-01, eta: 2 days, 9:28:25, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2665, top5_acc: 0.4964, loss_cls: 3.6246, loss: 3.6246, grad_norm: 1.1342 2020-10-07 12:49:41,454 - mmaction - INFO - Epoch [110][580/1413] lr: 3.693e-01, eta: 2 days, 9:28:04, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2650, top5_acc: 0.4980, loss_cls: 3.5962, loss: 3.5962, grad_norm: 1.1676 2020-10-07 12:50:01,086 - mmaction - INFO - Epoch [110][600/1413] lr: 3.693e-01, eta: 2 days, 9:27:43, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2698, top5_acc: 0.5020, loss_cls: 3.6113, loss: 3.6113, grad_norm: 1.1659 2020-10-07 12:50:20,630 - mmaction - INFO - Epoch [110][620/1413] lr: 3.693e-01, eta: 2 days, 9:27:22, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2661, top5_acc: 0.5008, loss_cls: 3.6053, loss: 3.6053, grad_norm: 1.1688 2020-10-07 12:50:40,241 - mmaction - INFO - Epoch [110][640/1413] lr: 3.693e-01, eta: 2 days, 9:27:01, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2729, top5_acc: 0.4991, loss_cls: 3.6158, loss: 3.6158, grad_norm: 1.1689 2020-10-07 12:50:59,974 - mmaction - INFO - Epoch [110][660/1413] lr: 3.693e-01, eta: 2 days, 9:26:41, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2585, top5_acc: 0.4937, loss_cls: 3.6398, loss: 3.6398, grad_norm: 1.1480 2020-10-07 12:51:19,603 - mmaction - INFO - Epoch [110][680/1413] lr: 3.693e-01, eta: 2 days, 9:26:20, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2645, top5_acc: 0.5001, loss_cls: 3.6138, loss: 3.6138, grad_norm: 1.1605 2020-10-07 12:51:39,269 - mmaction - INFO - Epoch [110][700/1413] lr: 3.693e-01, eta: 2 days, 9:25:59, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2505, top5_acc: 0.4852, loss_cls: 3.7069, loss: 3.7069, grad_norm: 1.1808 2020-10-07 12:51:58,931 - mmaction - INFO - Epoch [110][720/1413] lr: 3.693e-01, eta: 2 days, 9:25:38, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2734, top5_acc: 0.4957, loss_cls: 3.5956, loss: 3.5956, grad_norm: 1.1462 2020-10-07 12:52:18,509 - mmaction - INFO - Epoch [110][740/1413] lr: 3.693e-01, eta: 2 days, 9:25:18, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2733, top5_acc: 0.5086, loss_cls: 3.5824, loss: 3.5824, grad_norm: 1.1692 2020-10-07 12:52:38,140 - mmaction - INFO - Epoch [110][760/1413] lr: 3.693e-01, eta: 2 days, 9:24:57, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2596, top5_acc: 0.4957, loss_cls: 3.6526, loss: 3.6526, grad_norm: 1.1651 2020-10-07 12:52:57,661 - mmaction - INFO - Epoch [110][780/1413] lr: 3.693e-01, eta: 2 days, 9:24:36, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2645, top5_acc: 0.4978, loss_cls: 3.6098, loss: 3.6098, grad_norm: 1.1757 2020-10-07 12:53:17,328 - mmaction - INFO - Epoch [110][800/1413] lr: 3.693e-01, eta: 2 days, 9:24:15, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2605, top5_acc: 0.4937, loss_cls: 3.6248, loss: 3.6248, grad_norm: 1.1747 2020-10-07 12:53:37,088 - mmaction - INFO - Epoch [110][820/1413] lr: 3.693e-01, eta: 2 days, 9:23:55, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2512, top5_acc: 0.4930, loss_cls: 3.6865, loss: 3.6865, grad_norm: 1.1898 2020-10-07 12:53:56,684 - mmaction - INFO - Epoch [110][840/1413] lr: 3.693e-01, eta: 2 days, 9:23:34, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2599, top5_acc: 0.4876, loss_cls: 3.6465, loss: 3.6465, grad_norm: 1.1508 2020-10-07 12:54:16,354 - mmaction - INFO - Epoch [110][860/1413] lr: 3.693e-01, eta: 2 days, 9:23:13, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2595, top5_acc: 0.4931, loss_cls: 3.6029, loss: 3.6029, grad_norm: 1.1626 2020-10-07 12:54:36,005 - mmaction - INFO - Epoch [110][880/1413] lr: 3.693e-01, eta: 2 days, 9:22:52, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2661, top5_acc: 0.4945, loss_cls: 3.6333, loss: 3.6333, grad_norm: 1.1871 2020-10-07 12:54:55,746 - mmaction - INFO - Epoch [110][900/1413] lr: 3.693e-01, eta: 2 days, 9:22:32, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.2594, top5_acc: 0.4964, loss_cls: 3.6276, loss: 3.6276, grad_norm: 1.1595 2020-10-07 12:55:15,361 - mmaction - INFO - Epoch [110][920/1413] lr: 3.693e-01, eta: 2 days, 9:22:11, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2698, top5_acc: 0.5033, loss_cls: 3.6140, loss: 3.6140, grad_norm: 1.1644 2020-10-07 12:55:35,060 - mmaction - INFO - Epoch [110][940/1413] lr: 3.693e-01, eta: 2 days, 9:21:50, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2616, top5_acc: 0.4922, loss_cls: 3.6545, loss: 3.6545, grad_norm: 1.1595 2020-10-07 12:55:54,834 - mmaction - INFO - Epoch [110][960/1413] lr: 3.693e-01, eta: 2 days, 9:21:30, time: 0.989, data_time: 0.003, memory: 8482, top1_acc: 0.2587, top5_acc: 0.4947, loss_cls: 3.6567, loss: 3.6567, grad_norm: 1.1589 2020-10-07 12:56:14,509 - mmaction - INFO - Epoch [110][980/1413] lr: 3.693e-01, eta: 2 days, 9:21:09, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2617, top5_acc: 0.4906, loss_cls: 3.6678, loss: 3.6678, grad_norm: 1.1583 2020-10-07 12:56:34,128 - mmaction - INFO - Epoch [110][1000/1413] lr: 3.693e-01, eta: 2 days, 9:20:48, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2603, top5_acc: 0.4973, loss_cls: 3.6197, loss: 3.6197, grad_norm: 1.1541 2020-10-07 12:56:53,750 - mmaction - INFO - Epoch [110][1020/1413] lr: 3.693e-01, eta: 2 days, 9:20:27, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2724, top5_acc: 0.5004, loss_cls: 3.6145, loss: 3.6145, grad_norm: 1.1699 2020-10-07 12:57:13,332 - mmaction - INFO - Epoch [110][1040/1413] lr: 3.693e-01, eta: 2 days, 9:20:07, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2628, top5_acc: 0.4883, loss_cls: 3.6794, loss: 3.6794, grad_norm: 1.1687 2020-10-07 12:57:32,982 - mmaction - INFO - Epoch [110][1060/1413] lr: 3.693e-01, eta: 2 days, 9:19:46, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2729, top5_acc: 0.4982, loss_cls: 3.6092, loss: 3.6092, grad_norm: 1.1543 2020-10-07 12:57:52,620 - mmaction - INFO - Epoch [110][1080/1413] lr: 3.693e-01, eta: 2 days, 9:19:25, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2646, top5_acc: 0.4883, loss_cls: 3.6486, loss: 3.6486, grad_norm: 1.1761 2020-10-07 12:58:12,204 - mmaction - INFO - Epoch [110][1100/1413] lr: 3.693e-01, eta: 2 days, 9:19:04, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2520, top5_acc: 0.4872, loss_cls: 3.6876, loss: 3.6876, grad_norm: 1.1331 2020-10-07 12:58:31,773 - mmaction - INFO - Epoch [110][1120/1413] lr: 3.693e-01, eta: 2 days, 9:18:43, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2730, top5_acc: 0.4983, loss_cls: 3.6148, loss: 3.6148, grad_norm: 1.1580 2020-10-07 12:58:51,263 - mmaction - INFO - Epoch [110][1140/1413] lr: 3.693e-01, eta: 2 days, 9:18:22, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.2673, top5_acc: 0.4997, loss_cls: 3.6228, loss: 3.6228, grad_norm: 1.1650 2020-10-07 12:59:10,778 - mmaction - INFO - Epoch [110][1160/1413] lr: 3.693e-01, eta: 2 days, 9:18:01, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2551, top5_acc: 0.4827, loss_cls: 3.6868, loss: 3.6868, grad_norm: 1.1672 2020-10-07 12:59:30,457 - mmaction - INFO - Epoch [110][1180/1413] lr: 3.693e-01, eta: 2 days, 9:17:40, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2661, top5_acc: 0.4986, loss_cls: 3.6381, loss: 3.6381, grad_norm: 1.1657 2020-10-07 12:59:50,219 - mmaction - INFO - Epoch [110][1200/1413] lr: 3.693e-01, eta: 2 days, 9:17:20, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.2574, top5_acc: 0.4884, loss_cls: 3.6639, loss: 3.6639, grad_norm: 1.1412 2020-10-07 13:00:10,512 - mmaction - INFO - Epoch [110][1220/1413] lr: 3.693e-01, eta: 2 days, 9:17:01, time: 1.015, data_time: 0.002, memory: 8482, top1_acc: 0.2568, top5_acc: 0.4960, loss_cls: 3.6455, loss: 3.6455, grad_norm: 1.1485 2020-10-07 13:00:30,071 - mmaction - INFO - Epoch [110][1240/1413] lr: 3.693e-01, eta: 2 days, 9:16:40, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2639, top5_acc: 0.4992, loss_cls: 3.6248, loss: 3.6248, grad_norm: 1.1650 2020-10-07 13:00:49,727 - mmaction - INFO - Epoch [110][1260/1413] lr: 3.693e-01, eta: 2 days, 9:16:19, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2652, top5_acc: 0.4967, loss_cls: 3.6362, loss: 3.6362, grad_norm: 1.1512 2020-10-07 13:01:09,429 - mmaction - INFO - Epoch [110][1280/1413] lr: 3.693e-01, eta: 2 days, 9:15:58, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2604, top5_acc: 0.4859, loss_cls: 3.6747, loss: 3.6747, grad_norm: 1.1534 2020-10-07 13:01:29,098 - mmaction - INFO - Epoch [110][1300/1413] lr: 3.693e-01, eta: 2 days, 9:15:38, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2664, top5_acc: 0.5082, loss_cls: 3.5702, loss: 3.5702, grad_norm: 1.1815 2020-10-07 13:01:48,673 - mmaction - INFO - Epoch [110][1320/1413] lr: 3.693e-01, eta: 2 days, 9:15:17, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2690, top5_acc: 0.5016, loss_cls: 3.6058, loss: 3.6058, grad_norm: 1.1833 2020-10-07 13:02:08,260 - mmaction - INFO - Epoch [110][1340/1413] lr: 3.693e-01, eta: 2 days, 9:14:56, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2672, top5_acc: 0.5077, loss_cls: 3.5930, loss: 3.5930, grad_norm: 1.1568 2020-10-07 13:02:27,869 - mmaction - INFO - Epoch [110][1360/1413] lr: 3.693e-01, eta: 2 days, 9:14:35, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2736, top5_acc: 0.5033, loss_cls: 3.5743, loss: 3.5743, grad_norm: 1.1830 2020-10-07 13:02:47,416 - mmaction - INFO - Epoch [110][1380/1413] lr: 3.693e-01, eta: 2 days, 9:14:14, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2724, top5_acc: 0.5164, loss_cls: 3.5710, loss: 3.5710, grad_norm: 1.1819 2020-10-07 13:03:07,024 - mmaction - INFO - Epoch [110][1400/1413] lr: 3.693e-01, eta: 2 days, 9:13:53, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2577, top5_acc: 0.4923, loss_cls: 3.6486, loss: 3.6486, grad_norm: 1.1695 2020-10-07 13:04:14,829 - mmaction - INFO - Epoch [111][20/1413] lr: 3.657e-01, eta: 2 days, 9:14:09, time: 2.676, data_time: 1.655, memory: 8482, top1_acc: 0.2743, top5_acc: 0.5022, loss_cls: 3.5927, loss: 3.5927, grad_norm: 1.1535 2020-10-07 13:04:34,172 - mmaction - INFO - Epoch [111][40/1413] lr: 3.657e-01, eta: 2 days, 9:13:47, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.2689, top5_acc: 0.5040, loss_cls: 3.6040, loss: 3.6040, grad_norm: 1.1587 2020-10-07 13:04:53,768 - mmaction - INFO - Epoch [111][60/1413] lr: 3.657e-01, eta: 2 days, 9:13:26, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2727, top5_acc: 0.4926, loss_cls: 3.6293, loss: 3.6293, grad_norm: 1.1723 2020-10-07 13:05:13,340 - mmaction - INFO - Epoch [111][80/1413] lr: 3.657e-01, eta: 2 days, 9:13:05, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2712, top5_acc: 0.5017, loss_cls: 3.6094, loss: 3.6094, grad_norm: 1.1733 2020-10-07 13:05:32,843 - mmaction - INFO - Epoch [111][100/1413] lr: 3.657e-01, eta: 2 days, 9:12:44, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2629, top5_acc: 0.4930, loss_cls: 3.6252, loss: 3.6252, grad_norm: 1.1565 2020-10-07 13:05:52,379 - mmaction - INFO - Epoch [111][120/1413] lr: 3.657e-01, eta: 2 days, 9:12:23, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2622, top5_acc: 0.4915, loss_cls: 3.6348, loss: 3.6348, grad_norm: 1.1607 2020-10-07 13:06:12,135 - mmaction - INFO - Epoch [111][140/1413] lr: 3.657e-01, eta: 2 days, 9:12:03, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.2667, top5_acc: 0.5001, loss_cls: 3.6286, loss: 3.6286, grad_norm: 1.1649 2020-10-07 13:06:31,724 - mmaction - INFO - Epoch [111][160/1413] lr: 3.657e-01, eta: 2 days, 9:11:42, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2734, top5_acc: 0.5014, loss_cls: 3.5867, loss: 3.5867, grad_norm: 1.1656 2020-10-07 13:06:51,423 - mmaction - INFO - Epoch [111][180/1413] lr: 3.657e-01, eta: 2 days, 9:11:21, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2599, top5_acc: 0.4971, loss_cls: 3.6370, loss: 3.6370, grad_norm: 1.1723 2020-10-07 13:07:11,055 - mmaction - INFO - Epoch [111][200/1413] lr: 3.657e-01, eta: 2 days, 9:11:00, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2604, top5_acc: 0.4957, loss_cls: 3.6415, loss: 3.6415, grad_norm: 1.1620 2020-10-07 13:07:30,632 - mmaction - INFO - Epoch [111][220/1413] lr: 3.657e-01, eta: 2 days, 9:10:40, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2628, top5_acc: 0.4980, loss_cls: 3.6306, loss: 3.6306, grad_norm: 1.1716 2020-10-07 13:07:50,243 - mmaction - INFO - Epoch [111][240/1413] lr: 3.657e-01, eta: 2 days, 9:10:19, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2613, top5_acc: 0.4961, loss_cls: 3.6377, loss: 3.6377, grad_norm: 1.1697 2020-10-07 13:08:09,840 - mmaction - INFO - Epoch [111][260/1413] lr: 3.657e-01, eta: 2 days, 9:09:58, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2699, top5_acc: 0.5046, loss_cls: 3.6004, loss: 3.6004, grad_norm: 1.1680 2020-10-07 13:08:29,440 - mmaction - INFO - Epoch [111][280/1413] lr: 3.657e-01, eta: 2 days, 9:09:37, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2646, top5_acc: 0.5013, loss_cls: 3.6180, loss: 3.6180, grad_norm: 1.1545 2020-10-07 13:08:49,061 - mmaction - INFO - Epoch [111][300/1413] lr: 3.657e-01, eta: 2 days, 9:09:16, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2685, top5_acc: 0.5039, loss_cls: 3.5976, loss: 3.5976, grad_norm: 1.1602 2020-10-07 13:09:08,557 - mmaction - INFO - Epoch [111][320/1413] lr: 3.657e-01, eta: 2 days, 9:08:55, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2665, top5_acc: 0.4939, loss_cls: 3.6313, loss: 3.6313, grad_norm: 1.1704 2020-10-07 13:09:28,329 - mmaction - INFO - Epoch [111][340/1413] lr: 3.657e-01, eta: 2 days, 9:08:35, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2720, top5_acc: 0.4993, loss_cls: 3.6016, loss: 3.6016, grad_norm: 1.1576 2020-10-07 13:09:47,868 - mmaction - INFO - Epoch [111][360/1413] lr: 3.657e-01, eta: 2 days, 9:08:14, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2717, top5_acc: 0.5079, loss_cls: 3.5912, loss: 3.5912, grad_norm: 1.1938 2020-10-07 13:10:07,586 - mmaction - INFO - Epoch [111][380/1413] lr: 3.657e-01, eta: 2 days, 9:07:53, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2704, top5_acc: 0.4962, loss_cls: 3.6034, loss: 3.6034, grad_norm: 1.1676 2020-10-07 13:10:27,268 - mmaction - INFO - Epoch [111][400/1413] lr: 3.657e-01, eta: 2 days, 9:07:32, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2642, top5_acc: 0.5017, loss_cls: 3.5941, loss: 3.5941, grad_norm: 1.1584 2020-10-07 13:10:46,954 - mmaction - INFO - Epoch [111][420/1413] lr: 3.657e-01, eta: 2 days, 9:07:12, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2697, top5_acc: 0.4930, loss_cls: 3.6493, loss: 3.6493, grad_norm: 1.1683 2020-10-07 13:11:06,676 - mmaction - INFO - Epoch [111][440/1413] lr: 3.657e-01, eta: 2 days, 9:06:51, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2698, top5_acc: 0.5105, loss_cls: 3.5794, loss: 3.5794, grad_norm: 1.1630 2020-10-07 13:11:26,317 - mmaction - INFO - Epoch [111][460/1413] lr: 3.657e-01, eta: 2 days, 9:06:30, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2703, top5_acc: 0.5051, loss_cls: 3.5956, loss: 3.5956, grad_norm: 1.1703 2020-10-07 13:11:45,824 - mmaction - INFO - Epoch [111][480/1413] lr: 3.657e-01, eta: 2 days, 9:06:09, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2673, top5_acc: 0.5029, loss_cls: 3.6192, loss: 3.6192, grad_norm: 1.1895 2020-10-07 13:12:05,437 - mmaction - INFO - Epoch [111][500/1413] lr: 3.657e-01, eta: 2 days, 9:05:48, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2525, top5_acc: 0.4836, loss_cls: 3.6893, loss: 3.6893, grad_norm: 1.2004 2020-10-07 13:12:24,988 - mmaction - INFO - Epoch [111][520/1413] lr: 3.657e-01, eta: 2 days, 9:05:28, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2599, top5_acc: 0.4923, loss_cls: 3.6562, loss: 3.6562, grad_norm: 1.1563 2020-10-07 13:12:44,593 - mmaction - INFO - Epoch [111][540/1413] lr: 3.657e-01, eta: 2 days, 9:05:07, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2715, top5_acc: 0.5122, loss_cls: 3.5557, loss: 3.5557, grad_norm: 1.1659 2020-10-07 13:13:04,184 - mmaction - INFO - Epoch [111][560/1413] lr: 3.657e-01, eta: 2 days, 9:04:46, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2645, top5_acc: 0.5000, loss_cls: 3.5983, loss: 3.5983, grad_norm: 1.1643 2020-10-07 13:13:23,840 - mmaction - INFO - Epoch [111][580/1413] lr: 3.657e-01, eta: 2 days, 9:04:25, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2625, top5_acc: 0.4986, loss_cls: 3.6134, loss: 3.6134, grad_norm: 1.1734 2020-10-07 13:13:43,392 - mmaction - INFO - Epoch [111][600/1413] lr: 3.657e-01, eta: 2 days, 9:04:04, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2661, top5_acc: 0.4999, loss_cls: 3.6190, loss: 3.6190, grad_norm: 1.1638 2020-10-07 13:14:03,120 - mmaction - INFO - Epoch [111][620/1413] lr: 3.657e-01, eta: 2 days, 9:03:44, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2668, top5_acc: 0.4974, loss_cls: 3.6184, loss: 3.6184, grad_norm: 1.1602 2020-10-07 13:14:22,641 - mmaction - INFO - Epoch [111][640/1413] lr: 3.657e-01, eta: 2 days, 9:03:23, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2652, top5_acc: 0.4986, loss_cls: 3.6079, loss: 3.6079, grad_norm: 1.1960 2020-10-07 13:14:42,239 - mmaction - INFO - Epoch [111][660/1413] lr: 3.657e-01, eta: 2 days, 9:03:02, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2698, top5_acc: 0.4952, loss_cls: 3.6311, loss: 3.6311, grad_norm: 1.1793 2020-10-07 13:15:01,935 - mmaction - INFO - Epoch [111][680/1413] lr: 3.657e-01, eta: 2 days, 9:02:41, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2698, top5_acc: 0.4962, loss_cls: 3.6338, loss: 3.6338, grad_norm: 1.1800 2020-10-07 13:15:21,600 - mmaction - INFO - Epoch [111][700/1413] lr: 3.657e-01, eta: 2 days, 9:02:20, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2677, top5_acc: 0.5072, loss_cls: 3.6135, loss: 3.6135, grad_norm: 1.1832 2020-10-07 13:15:41,268 - mmaction - INFO - Epoch [111][720/1413] lr: 3.657e-01, eta: 2 days, 9:02:00, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2625, top5_acc: 0.4952, loss_cls: 3.6342, loss: 3.6342, grad_norm: 1.1574 2020-10-07 13:16:00,838 - mmaction - INFO - Epoch [111][740/1413] lr: 3.657e-01, eta: 2 days, 9:01:39, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2629, top5_acc: 0.4996, loss_cls: 3.6142, loss: 3.6142, grad_norm: 1.1770 2020-10-07 13:16:20,324 - mmaction - INFO - Epoch [111][760/1413] lr: 3.657e-01, eta: 2 days, 9:01:18, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2630, top5_acc: 0.4974, loss_cls: 3.6178, loss: 3.6178, grad_norm: 1.1483 2020-10-07 13:16:39,901 - mmaction - INFO - Epoch [111][780/1413] lr: 3.657e-01, eta: 2 days, 9:00:57, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2728, top5_acc: 0.5081, loss_cls: 3.5892, loss: 3.5892, grad_norm: 1.1761 2020-10-07 13:16:59,431 - mmaction - INFO - Epoch [111][800/1413] lr: 3.657e-01, eta: 2 days, 9:00:36, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2737, top5_acc: 0.5100, loss_cls: 3.5803, loss: 3.5803, grad_norm: 1.1857 2020-10-07 13:17:18,991 - mmaction - INFO - Epoch [111][820/1413] lr: 3.657e-01, eta: 2 days, 9:00:15, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2652, top5_acc: 0.4964, loss_cls: 3.6218, loss: 3.6218, grad_norm: 1.1689 2020-10-07 13:17:38,588 - mmaction - INFO - Epoch [111][840/1413] lr: 3.657e-01, eta: 2 days, 8:59:54, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2635, top5_acc: 0.5018, loss_cls: 3.6277, loss: 3.6277, grad_norm: 1.1688 2020-10-07 13:17:58,185 - mmaction - INFO - Epoch [111][860/1413] lr: 3.657e-01, eta: 2 days, 8:59:33, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2706, top5_acc: 0.5055, loss_cls: 3.6047, loss: 3.6047, grad_norm: 1.1696 2020-10-07 13:18:17,722 - mmaction - INFO - Epoch [111][880/1413] lr: 3.657e-01, eta: 2 days, 8:59:12, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2641, top5_acc: 0.5007, loss_cls: 3.6041, loss: 3.6041, grad_norm: 1.1801 2020-10-07 13:18:37,308 - mmaction - INFO - Epoch [111][900/1413] lr: 3.657e-01, eta: 2 days, 8:58:51, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2684, top5_acc: 0.4964, loss_cls: 3.6206, loss: 3.6206, grad_norm: 1.1692 2020-10-07 13:18:56,850 - mmaction - INFO - Epoch [111][920/1413] lr: 3.657e-01, eta: 2 days, 8:58:30, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2671, top5_acc: 0.4900, loss_cls: 3.6393, loss: 3.6393, grad_norm: 1.1749 2020-10-07 13:19:16,482 - mmaction - INFO - Epoch [111][940/1413] lr: 3.657e-01, eta: 2 days, 8:58:09, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2638, top5_acc: 0.4906, loss_cls: 3.6442, loss: 3.6442, grad_norm: 1.1913 2020-10-07 13:19:36,051 - mmaction - INFO - Epoch [111][960/1413] lr: 3.657e-01, eta: 2 days, 8:57:49, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2723, top5_acc: 0.4996, loss_cls: 3.6019, loss: 3.6019, grad_norm: 1.1501 2020-10-07 13:19:55,634 - mmaction - INFO - Epoch [111][980/1413] lr: 3.657e-01, eta: 2 days, 8:57:28, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2509, top5_acc: 0.4887, loss_cls: 3.6748, loss: 3.6748, grad_norm: 1.1701 2020-10-07 13:20:15,214 - mmaction - INFO - Epoch [111][1000/1413] lr: 3.657e-01, eta: 2 days, 8:57:07, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2633, top5_acc: 0.4949, loss_cls: 3.6328, loss: 3.6328, grad_norm: 1.1642 2020-10-07 13:20:34,783 - mmaction - INFO - Epoch [111][1020/1413] lr: 3.657e-01, eta: 2 days, 8:56:46, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2626, top5_acc: 0.5029, loss_cls: 3.6259, loss: 3.6259, grad_norm: 1.1508 2020-10-07 13:20:54,475 - mmaction - INFO - Epoch [111][1040/1413] lr: 3.657e-01, eta: 2 days, 8:56:25, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2689, top5_acc: 0.5026, loss_cls: 3.5865, loss: 3.5865, grad_norm: 1.1676 2020-10-07 13:21:14,079 - mmaction - INFO - Epoch [111][1060/1413] lr: 3.657e-01, eta: 2 days, 8:56:04, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2625, top5_acc: 0.4962, loss_cls: 3.6557, loss: 3.6557, grad_norm: 1.1814 2020-10-07 13:21:33,680 - mmaction - INFO - Epoch [111][1080/1413] lr: 3.657e-01, eta: 2 days, 8:55:44, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2655, top5_acc: 0.4948, loss_cls: 3.6298, loss: 3.6298, grad_norm: 1.1626 2020-10-07 13:21:53,222 - mmaction - INFO - Epoch [111][1100/1413] lr: 3.657e-01, eta: 2 days, 8:55:23, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2664, top5_acc: 0.4936, loss_cls: 3.6210, loss: 3.6210, grad_norm: 1.1704 2020-10-07 13:22:12,897 - mmaction - INFO - Epoch [111][1120/1413] lr: 3.657e-01, eta: 2 days, 8:55:02, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2555, top5_acc: 0.4926, loss_cls: 3.6560, loss: 3.6560, grad_norm: 1.1693 2020-10-07 13:22:32,561 - mmaction - INFO - Epoch [111][1140/1413] lr: 3.657e-01, eta: 2 days, 8:54:41, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2607, top5_acc: 0.4918, loss_cls: 3.6445, loss: 3.6445, grad_norm: 1.1731 2020-10-07 13:22:52,071 - mmaction - INFO - Epoch [111][1160/1413] lr: 3.657e-01, eta: 2 days, 8:54:20, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2665, top5_acc: 0.4960, loss_cls: 3.6225, loss: 3.6225, grad_norm: 1.1503 2020-10-07 13:23:11,613 - mmaction - INFO - Epoch [111][1180/1413] lr: 3.657e-01, eta: 2 days, 8:53:59, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2661, top5_acc: 0.4984, loss_cls: 3.6209, loss: 3.6209, grad_norm: 1.1710 2020-10-07 13:23:31,290 - mmaction - INFO - Epoch [111][1200/1413] lr: 3.657e-01, eta: 2 days, 8:53:39, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2702, top5_acc: 0.4927, loss_cls: 3.6209, loss: 3.6209, grad_norm: 1.1537 2020-10-07 13:23:50,901 - mmaction - INFO - Epoch [111][1220/1413] lr: 3.657e-01, eta: 2 days, 8:53:18, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2637, top5_acc: 0.5012, loss_cls: 3.5978, loss: 3.5978, grad_norm: 1.1771 2020-10-07 13:24:10,515 - mmaction - INFO - Epoch [111][1240/1413] lr: 3.657e-01, eta: 2 days, 8:52:57, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2638, top5_acc: 0.4953, loss_cls: 3.6134, loss: 3.6134, grad_norm: 1.1555 2020-10-07 13:24:30,030 - mmaction - INFO - Epoch [111][1260/1413] lr: 3.657e-01, eta: 2 days, 8:52:36, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2634, top5_acc: 0.4949, loss_cls: 3.6331, loss: 3.6331, grad_norm: 1.1687 2020-10-07 13:24:49,704 - mmaction - INFO - Epoch [111][1280/1413] lr: 3.657e-01, eta: 2 days, 8:52:15, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2630, top5_acc: 0.5012, loss_cls: 3.5997, loss: 3.5997, grad_norm: 1.1732 2020-10-07 13:25:09,267 - mmaction - INFO - Epoch [111][1300/1413] lr: 3.657e-01, eta: 2 days, 8:51:54, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2650, top5_acc: 0.4945, loss_cls: 3.6243, loss: 3.6243, grad_norm: 1.1791 2020-10-07 13:25:28,828 - mmaction - INFO - Epoch [111][1320/1413] lr: 3.657e-01, eta: 2 days, 8:51:33, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2618, top5_acc: 0.4987, loss_cls: 3.6320, loss: 3.6320, grad_norm: 1.1706 2020-10-07 13:25:48,500 - mmaction - INFO - Epoch [111][1340/1413] lr: 3.657e-01, eta: 2 days, 8:51:13, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2685, top5_acc: 0.4988, loss_cls: 3.6259, loss: 3.6259, grad_norm: 1.1787 2020-10-07 13:26:08,169 - mmaction - INFO - Epoch [111][1360/1413] lr: 3.657e-01, eta: 2 days, 8:50:52, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2650, top5_acc: 0.4999, loss_cls: 3.6256, loss: 3.6256, grad_norm: 1.1472 2020-10-07 13:26:27,826 - mmaction - INFO - Epoch [111][1380/1413] lr: 3.657e-01, eta: 2 days, 8:50:31, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2674, top5_acc: 0.5008, loss_cls: 3.6012, loss: 3.6012, grad_norm: 1.1701 2020-10-07 13:26:47,408 - mmaction - INFO - Epoch [111][1400/1413] lr: 3.657e-01, eta: 2 days, 8:50:11, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2702, top5_acc: 0.5139, loss_cls: 3.5718, loss: 3.5718, grad_norm: 1.1703 2020-10-07 13:27:51,423 - mmaction - INFO - Epoch [112][20/1413] lr: 3.621e-01, eta: 2 days, 8:50:18, time: 2.532, data_time: 1.486, memory: 8482, top1_acc: 0.2572, top5_acc: 0.4910, loss_cls: 3.6736, loss: 3.6736, grad_norm: 1.1905 2020-10-07 13:28:10,825 - mmaction - INFO - Epoch [112][40/1413] lr: 3.621e-01, eta: 2 days, 8:49:57, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.2667, top5_acc: 0.4991, loss_cls: 3.6137, loss: 3.6137, grad_norm: 1.1521 2020-10-07 13:28:30,445 - mmaction - INFO - Epoch [112][60/1413] lr: 3.621e-01, eta: 2 days, 8:49:36, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2715, top5_acc: 0.5042, loss_cls: 3.5758, loss: 3.5758, grad_norm: 1.1573 2020-10-07 13:28:50,046 - mmaction - INFO - Epoch [112][80/1413] lr: 3.621e-01, eta: 2 days, 8:49:15, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2707, top5_acc: 0.5021, loss_cls: 3.5883, loss: 3.5883, grad_norm: 1.1736 2020-10-07 13:29:09,655 - mmaction - INFO - Epoch [112][100/1413] lr: 3.621e-01, eta: 2 days, 8:48:55, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2603, top5_acc: 0.5046, loss_cls: 3.6262, loss: 3.6262, grad_norm: 1.1851 2020-10-07 13:29:29,355 - mmaction - INFO - Epoch [112][120/1413] lr: 3.621e-01, eta: 2 days, 8:48:34, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2707, top5_acc: 0.5102, loss_cls: 3.5905, loss: 3.5905, grad_norm: 1.1615 2020-10-07 13:29:48,818 - mmaction - INFO - Epoch [112][140/1413] lr: 3.621e-01, eta: 2 days, 8:48:13, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2698, top5_acc: 0.4991, loss_cls: 3.6255, loss: 3.6255, grad_norm: 1.1906 2020-10-07 13:30:07,582 - mmaction - INFO - Epoch [112][160/1413] lr: 3.621e-01, eta: 2 days, 8:47:50, time: 0.939, data_time: 0.002, memory: 8482, top1_acc: 0.2669, top5_acc: 0.5078, loss_cls: 3.6103, loss: 3.6103, grad_norm: 1.1740 2020-10-07 13:30:27,206 - mmaction - INFO - Epoch [112][180/1413] lr: 3.621e-01, eta: 2 days, 8:47:29, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2668, top5_acc: 0.4936, loss_cls: 3.6357, loss: 3.6357, grad_norm: 1.1656 2020-10-07 13:30:46,915 - mmaction - INFO - Epoch [112][200/1413] lr: 3.621e-01, eta: 2 days, 8:47:09, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2660, top5_acc: 0.5012, loss_cls: 3.6032, loss: 3.6032, grad_norm: 1.1888 2020-10-07 13:31:06,445 - mmaction - INFO - Epoch [112][220/1413] lr: 3.621e-01, eta: 2 days, 8:46:48, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2676, top5_acc: 0.4969, loss_cls: 3.6112, loss: 3.6112, grad_norm: 1.1801 2020-10-07 13:31:26,150 - mmaction - INFO - Epoch [112][240/1413] lr: 3.621e-01, eta: 2 days, 8:46:27, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2699, top5_acc: 0.5008, loss_cls: 3.6119, loss: 3.6119, grad_norm: 1.1509 2020-10-07 13:31:45,735 - mmaction - INFO - Epoch [112][260/1413] lr: 3.621e-01, eta: 2 days, 8:46:06, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2806, top5_acc: 0.5091, loss_cls: 3.5536, loss: 3.5536, grad_norm: 1.1879 2020-10-07 13:32:05,213 - mmaction - INFO - Epoch [112][280/1413] lr: 3.621e-01, eta: 2 days, 8:45:45, time: 0.974, data_time: 0.003, memory: 8482, top1_acc: 0.2656, top5_acc: 0.4964, loss_cls: 3.6212, loss: 3.6212, grad_norm: 1.1791 2020-10-07 13:32:25,013 - mmaction - INFO - Epoch [112][300/1413] lr: 3.621e-01, eta: 2 days, 8:45:25, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.2707, top5_acc: 0.5035, loss_cls: 3.5853, loss: 3.5853, grad_norm: 1.1654 2020-10-07 13:32:44,539 - mmaction - INFO - Epoch [112][320/1413] lr: 3.621e-01, eta: 2 days, 8:45:04, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2668, top5_acc: 0.4979, loss_cls: 3.6150, loss: 3.6150, grad_norm: 1.1805 2020-10-07 13:33:04,157 - mmaction - INFO - Epoch [112][340/1413] lr: 3.621e-01, eta: 2 days, 8:44:43, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2677, top5_acc: 0.4966, loss_cls: 3.6148, loss: 3.6148, grad_norm: 1.1762 2020-10-07 13:33:23,742 - mmaction - INFO - Epoch [112][360/1413] lr: 3.621e-01, eta: 2 days, 8:44:22, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2658, top5_acc: 0.4987, loss_cls: 3.6087, loss: 3.6087, grad_norm: 1.1776 2020-10-07 13:33:43,499 - mmaction - INFO - Epoch [112][380/1413] lr: 3.621e-01, eta: 2 days, 8:44:02, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2595, top5_acc: 0.4876, loss_cls: 3.6695, loss: 3.6695, grad_norm: 1.1795 2020-10-07 13:34:03,132 - mmaction - INFO - Epoch [112][400/1413] lr: 3.621e-01, eta: 2 days, 8:43:41, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2664, top5_acc: 0.5001, loss_cls: 3.6096, loss: 3.6096, grad_norm: 1.1706 2020-10-07 13:34:22,864 - mmaction - INFO - Epoch [112][420/1413] lr: 3.621e-01, eta: 2 days, 8:43:20, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2586, top5_acc: 0.4949, loss_cls: 3.6730, loss: 3.6730, grad_norm: 1.1708 2020-10-07 13:34:42,610 - mmaction - INFO - Epoch [112][440/1413] lr: 3.621e-01, eta: 2 days, 8:43:00, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2707, top5_acc: 0.5057, loss_cls: 3.5921, loss: 3.5921, grad_norm: 1.1789 2020-10-07 13:35:02,223 - mmaction - INFO - Epoch [112][460/1413] lr: 3.621e-01, eta: 2 days, 8:42:39, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2760, top5_acc: 0.5189, loss_cls: 3.5468, loss: 3.5468, grad_norm: 1.1857 2020-10-07 13:35:21,812 - mmaction - INFO - Epoch [112][480/1413] lr: 3.621e-01, eta: 2 days, 8:42:18, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2646, top5_acc: 0.4927, loss_cls: 3.6455, loss: 3.6455, grad_norm: 1.1848 2020-10-07 13:35:41,353 - mmaction - INFO - Epoch [112][500/1413] lr: 3.621e-01, eta: 2 days, 8:41:57, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2634, top5_acc: 0.5017, loss_cls: 3.6096, loss: 3.6096, grad_norm: 1.1701 2020-10-07 13:36:00,973 - mmaction - INFO - Epoch [112][520/1413] lr: 3.621e-01, eta: 2 days, 8:41:36, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2664, top5_acc: 0.4931, loss_cls: 3.6196, loss: 3.6196, grad_norm: 1.1867 2020-10-07 13:36:20,525 - mmaction - INFO - Epoch [112][540/1413] lr: 3.621e-01, eta: 2 days, 8:41:15, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2603, top5_acc: 0.4945, loss_cls: 3.6374, loss: 3.6374, grad_norm: 1.1670 2020-10-07 13:36:40,061 - mmaction - INFO - Epoch [112][560/1413] lr: 3.621e-01, eta: 2 days, 8:40:54, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2652, top5_acc: 0.4980, loss_cls: 3.6139, loss: 3.6139, grad_norm: 1.1713 2020-10-07 13:36:59,768 - mmaction - INFO - Epoch [112][580/1413] lr: 3.621e-01, eta: 2 days, 8:40:34, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2622, top5_acc: 0.4961, loss_cls: 3.6482, loss: 3.6482, grad_norm: 1.1874 2020-10-07 13:37:19,431 - mmaction - INFO - Epoch [112][600/1413] lr: 3.621e-01, eta: 2 days, 8:40:13, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2678, top5_acc: 0.5062, loss_cls: 3.5785, loss: 3.5785, grad_norm: 1.1654 2020-10-07 13:37:39,006 - mmaction - INFO - Epoch [112][620/1413] lr: 3.621e-01, eta: 2 days, 8:39:52, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2701, top5_acc: 0.4997, loss_cls: 3.6219, loss: 3.6219, grad_norm: 1.1700 2020-10-07 13:37:58,703 - mmaction - INFO - Epoch [112][640/1413] lr: 3.621e-01, eta: 2 days, 8:39:32, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2706, top5_acc: 0.5012, loss_cls: 3.6142, loss: 3.6142, grad_norm: 1.1787 2020-10-07 13:38:18,380 - mmaction - INFO - Epoch [112][660/1413] lr: 3.621e-01, eta: 2 days, 8:39:11, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2846, top5_acc: 0.5178, loss_cls: 3.5202, loss: 3.5202, grad_norm: 1.1748 2020-10-07 13:38:38,019 - mmaction - INFO - Epoch [112][680/1413] lr: 3.621e-01, eta: 2 days, 8:38:50, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2598, top5_acc: 0.4901, loss_cls: 3.6539, loss: 3.6539, grad_norm: 1.1622 2020-10-07 13:38:57,665 - mmaction - INFO - Epoch [112][700/1413] lr: 3.621e-01, eta: 2 days, 8:38:30, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2701, top5_acc: 0.5016, loss_cls: 3.6001, loss: 3.6001, grad_norm: 1.1830 2020-10-07 13:39:17,351 - mmaction - INFO - Epoch [112][720/1413] lr: 3.621e-01, eta: 2 days, 8:38:09, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2535, top5_acc: 0.4904, loss_cls: 3.6598, loss: 3.6598, grad_norm: 1.1715 2020-10-07 13:39:36,964 - mmaction - INFO - Epoch [112][740/1413] lr: 3.621e-01, eta: 2 days, 8:37:48, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2685, top5_acc: 0.4951, loss_cls: 3.6558, loss: 3.6558, grad_norm: 1.1605 2020-10-07 13:39:56,614 - mmaction - INFO - Epoch [112][760/1413] lr: 3.621e-01, eta: 2 days, 8:37:27, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2667, top5_acc: 0.4930, loss_cls: 3.6304, loss: 3.6304, grad_norm: 1.1617 2020-10-07 13:40:16,307 - mmaction - INFO - Epoch [112][780/1413] lr: 3.621e-01, eta: 2 days, 8:37:07, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2603, top5_acc: 0.5000, loss_cls: 3.5987, loss: 3.5987, grad_norm: 1.1725 2020-10-07 13:40:35,810 - mmaction - INFO - Epoch [112][800/1413] lr: 3.621e-01, eta: 2 days, 8:36:46, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2629, top5_acc: 0.4986, loss_cls: 3.6139, loss: 3.6139, grad_norm: 1.1791 2020-10-07 13:40:55,457 - mmaction - INFO - Epoch [112][820/1413] lr: 3.621e-01, eta: 2 days, 8:36:25, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2686, top5_acc: 0.4951, loss_cls: 3.6442, loss: 3.6442, grad_norm: 1.1770 2020-10-07 13:41:15,064 - mmaction - INFO - Epoch [112][840/1413] lr: 3.621e-01, eta: 2 days, 8:36:04, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2626, top5_acc: 0.4965, loss_cls: 3.6274, loss: 3.6274, grad_norm: 1.1826 2020-10-07 13:41:34,721 - mmaction - INFO - Epoch [112][860/1413] lr: 3.621e-01, eta: 2 days, 8:35:44, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2667, top5_acc: 0.4991, loss_cls: 3.6032, loss: 3.6032, grad_norm: 1.1496 2020-10-07 13:41:54,352 - mmaction - INFO - Epoch [112][880/1413] lr: 3.621e-01, eta: 2 days, 8:35:23, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2736, top5_acc: 0.5030, loss_cls: 3.5992, loss: 3.5992, grad_norm: 1.1653 2020-10-07 13:42:13,962 - mmaction - INFO - Epoch [112][900/1413] lr: 3.621e-01, eta: 2 days, 8:35:02, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2635, top5_acc: 0.5017, loss_cls: 3.6303, loss: 3.6303, grad_norm: 1.1722 2020-10-07 13:42:33,526 - mmaction - INFO - Epoch [112][920/1413] lr: 3.621e-01, eta: 2 days, 8:34:41, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2691, top5_acc: 0.5016, loss_cls: 3.5859, loss: 3.5859, grad_norm: 1.1823 2020-10-07 13:42:53,121 - mmaction - INFO - Epoch [112][940/1413] lr: 3.621e-01, eta: 2 days, 8:34:20, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2665, top5_acc: 0.5091, loss_cls: 3.5951, loss: 3.5951, grad_norm: 1.1504 2020-10-07 13:43:12,675 - mmaction - INFO - Epoch [112][960/1413] lr: 3.621e-01, eta: 2 days, 8:33:59, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2678, top5_acc: 0.5083, loss_cls: 3.5680, loss: 3.5680, grad_norm: 1.1949 2020-10-07 13:43:32,321 - mmaction - INFO - Epoch [112][980/1413] lr: 3.621e-01, eta: 2 days, 8:33:39, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2689, top5_acc: 0.4952, loss_cls: 3.6156, loss: 3.6156, grad_norm: 1.1885 2020-10-07 13:43:52,005 - mmaction - INFO - Epoch [112][1000/1413] lr: 3.621e-01, eta: 2 days, 8:33:18, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2599, top5_acc: 0.4948, loss_cls: 3.6556, loss: 3.6556, grad_norm: 1.1791 2020-10-07 13:44:11,729 - mmaction - INFO - Epoch [112][1020/1413] lr: 3.621e-01, eta: 2 days, 8:32:58, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2676, top5_acc: 0.5005, loss_cls: 3.6351, loss: 3.6351, grad_norm: 1.1782 2020-10-07 13:44:31,285 - mmaction - INFO - Epoch [112][1040/1413] lr: 3.621e-01, eta: 2 days, 8:32:37, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2686, top5_acc: 0.5020, loss_cls: 3.5999, loss: 3.5999, grad_norm: 1.1687 2020-10-07 13:44:50,927 - mmaction - INFO - Epoch [112][1060/1413] lr: 3.621e-01, eta: 2 days, 8:32:16, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2677, top5_acc: 0.5039, loss_cls: 3.5879, loss: 3.5879, grad_norm: 1.1688 2020-10-07 13:45:10,517 - mmaction - INFO - Epoch [112][1080/1413] lr: 3.621e-01, eta: 2 days, 8:31:55, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2673, top5_acc: 0.5004, loss_cls: 3.6054, loss: 3.6054, grad_norm: 1.1612 2020-10-07 13:45:30,156 - mmaction - INFO - Epoch [112][1100/1413] lr: 3.621e-01, eta: 2 days, 8:31:34, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2682, top5_acc: 0.5020, loss_cls: 3.6217, loss: 3.6217, grad_norm: 1.1843 2020-10-07 13:45:49,880 - mmaction - INFO - Epoch [112][1120/1413] lr: 3.621e-01, eta: 2 days, 8:31:14, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2616, top5_acc: 0.4996, loss_cls: 3.6091, loss: 3.6091, grad_norm: 1.1803 2020-10-07 13:46:09,472 - mmaction - INFO - Epoch [112][1140/1413] lr: 3.621e-01, eta: 2 days, 8:30:53, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2724, top5_acc: 0.4967, loss_cls: 3.6168, loss: 3.6168, grad_norm: 1.1763 2020-10-07 13:46:29,061 - mmaction - INFO - Epoch [112][1160/1413] lr: 3.621e-01, eta: 2 days, 8:30:32, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2656, top5_acc: 0.4928, loss_cls: 3.6465, loss: 3.6465, grad_norm: 1.1649 2020-10-07 13:46:48,656 - mmaction - INFO - Epoch [112][1180/1413] lr: 3.621e-01, eta: 2 days, 8:30:11, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2608, top5_acc: 0.4953, loss_cls: 3.6496, loss: 3.6496, grad_norm: 1.1684 2020-10-07 13:47:08,203 - mmaction - INFO - Epoch [112][1200/1413] lr: 3.621e-01, eta: 2 days, 8:29:50, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2625, top5_acc: 0.5001, loss_cls: 3.5964, loss: 3.5964, grad_norm: 1.1855 2020-10-07 13:47:27,782 - mmaction - INFO - Epoch [112][1220/1413] lr: 3.621e-01, eta: 2 days, 8:29:30, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2583, top5_acc: 0.4964, loss_cls: 3.6352, loss: 3.6352, grad_norm: 1.1748 2020-10-07 13:47:47,456 - mmaction - INFO - Epoch [112][1240/1413] lr: 3.621e-01, eta: 2 days, 8:29:09, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2581, top5_acc: 0.4896, loss_cls: 3.6752, loss: 3.6752, grad_norm: 1.1785 2020-10-07 13:48:07,076 - mmaction - INFO - Epoch [112][1260/1413] lr: 3.621e-01, eta: 2 days, 8:28:48, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2711, top5_acc: 0.4979, loss_cls: 3.6253, loss: 3.6253, grad_norm: 1.1599 2020-10-07 13:48:26,619 - mmaction - INFO - Epoch [112][1280/1413] lr: 3.621e-01, eta: 2 days, 8:28:27, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2632, top5_acc: 0.5007, loss_cls: 3.6201, loss: 3.6201, grad_norm: 1.1693 2020-10-07 13:48:46,336 - mmaction - INFO - Epoch [112][1300/1413] lr: 3.621e-01, eta: 2 days, 8:28:07, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2708, top5_acc: 0.4983, loss_cls: 3.5957, loss: 3.5957, grad_norm: 1.1784 2020-10-07 13:49:06,017 - mmaction - INFO - Epoch [112][1320/1413] lr: 3.621e-01, eta: 2 days, 8:27:46, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2616, top5_acc: 0.4956, loss_cls: 3.6249, loss: 3.6249, grad_norm: 1.1624 2020-10-07 13:49:25,580 - mmaction - INFO - Epoch [112][1340/1413] lr: 3.621e-01, eta: 2 days, 8:27:25, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2585, top5_acc: 0.4909, loss_cls: 3.6298, loss: 3.6298, grad_norm: 1.1664 2020-10-07 13:49:45,202 - mmaction - INFO - Epoch [112][1360/1413] lr: 3.621e-01, eta: 2 days, 8:27:04, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2688, top5_acc: 0.5026, loss_cls: 3.6028, loss: 3.6028, grad_norm: 1.1900 2020-10-07 13:50:04,873 - mmaction - INFO - Epoch [112][1380/1413] lr: 3.621e-01, eta: 2 days, 8:26:44, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2659, top5_acc: 0.4995, loss_cls: 3.6337, loss: 3.6337, grad_norm: 1.1573 2020-10-07 13:50:24,473 - mmaction - INFO - Epoch [112][1400/1413] lr: 3.621e-01, eta: 2 days, 8:26:23, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2630, top5_acc: 0.5009, loss_cls: 3.6111, loss: 3.6111, grad_norm: 1.1688 2020-10-07 13:50:37,719 - mmaction - INFO - Saving checkpoint at 112 epochs 2020-10-07 13:52:00,925 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-07 13:52:03,446 - mmaction - INFO - top1_acc 0.2694 top5_acc 0.5115 2020-10-07 13:52:03,446 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-07 13:52:03,565 - mmaction - INFO - mean_acc 0.2692 2020-10-07 13:52:03,565 - mmaction - INFO - Now best checkpoint is epoch_112.pth 2020-10-07 13:52:03,585 - mmaction - INFO - Epoch(val) [112][1413] top1_acc: 0.2694, top5_acc: 0.5115, mean_class_accuracy: 0.2692 2020-10-07 13:52:50,012 - mmaction - INFO - Epoch [113][20/1413] lr: 3.585e-01, eta: 2 days, 8:26:20, time: 2.320, data_time: 1.321, memory: 8482, top1_acc: 0.2645, top5_acc: 0.4966, loss_cls: 3.6194, loss: 3.6194, grad_norm: 1.1774 2020-10-07 13:53:09,289 - mmaction - INFO - Epoch [113][40/1413] lr: 3.585e-01, eta: 2 days, 8:25:59, time: 0.964, data_time: 0.002, memory: 8482, top1_acc: 0.2638, top5_acc: 0.5057, loss_cls: 3.6004, loss: 3.6004, grad_norm: 1.1794 2020-10-07 13:53:28,751 - mmaction - INFO - Epoch [113][60/1413] lr: 3.585e-01, eta: 2 days, 8:25:38, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2609, top5_acc: 0.5030, loss_cls: 3.6279, loss: 3.6279, grad_norm: 1.1742 2020-10-07 13:53:48,360 - mmaction - INFO - Epoch [113][80/1413] lr: 3.585e-01, eta: 2 days, 8:25:17, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2745, top5_acc: 0.5046, loss_cls: 3.5907, loss: 3.5907, grad_norm: 1.1816 2020-10-07 13:54:07,986 - mmaction - INFO - Epoch [113][100/1413] lr: 3.585e-01, eta: 2 days, 8:24:56, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2715, top5_acc: 0.5048, loss_cls: 3.5803, loss: 3.5803, grad_norm: 1.1819 2020-10-07 13:54:27,641 - mmaction - INFO - Epoch [113][120/1413] lr: 3.585e-01, eta: 2 days, 8:24:35, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2691, top5_acc: 0.4993, loss_cls: 3.6141, loss: 3.6141, grad_norm: 1.1867 2020-10-07 13:54:47,222 - mmaction - INFO - Epoch [113][140/1413] lr: 3.585e-01, eta: 2 days, 8:24:15, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2727, top5_acc: 0.5034, loss_cls: 3.5708, loss: 3.5708, grad_norm: 1.1697 2020-10-07 13:55:06,707 - mmaction - INFO - Epoch [113][160/1413] lr: 3.585e-01, eta: 2 days, 8:23:53, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.2655, top5_acc: 0.5008, loss_cls: 3.5845, loss: 3.5845, grad_norm: 1.1866 2020-10-07 13:55:26,221 - mmaction - INFO - Epoch [113][180/1413] lr: 3.585e-01, eta: 2 days, 8:23:32, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2728, top5_acc: 0.5100, loss_cls: 3.5816, loss: 3.5816, grad_norm: 1.1950 2020-10-07 13:55:45,719 - mmaction - INFO - Epoch [113][200/1413] lr: 3.585e-01, eta: 2 days, 8:23:11, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2598, top5_acc: 0.4923, loss_cls: 3.6300, loss: 3.6300, grad_norm: 1.1884 2020-10-07 13:56:05,350 - mmaction - INFO - Epoch [113][220/1413] lr: 3.585e-01, eta: 2 days, 8:22:51, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2723, top5_acc: 0.5048, loss_cls: 3.5982, loss: 3.5982, grad_norm: 1.1660 2020-10-07 13:56:24,956 - mmaction - INFO - Epoch [113][240/1413] lr: 3.585e-01, eta: 2 days, 8:22:30, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2747, top5_acc: 0.5130, loss_cls: 3.5695, loss: 3.5695, grad_norm: 1.1821 2020-10-07 13:56:44,627 - mmaction - INFO - Epoch [113][260/1413] lr: 3.585e-01, eta: 2 days, 8:22:09, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2630, top5_acc: 0.4970, loss_cls: 3.6267, loss: 3.6267, grad_norm: 1.1930 2020-10-07 13:57:04,295 - mmaction - INFO - Epoch [113][280/1413] lr: 3.585e-01, eta: 2 days, 8:21:49, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2747, top5_acc: 0.4961, loss_cls: 3.6023, loss: 3.6023, grad_norm: 1.1772 2020-10-07 13:57:23,900 - mmaction - INFO - Epoch [113][300/1413] lr: 3.585e-01, eta: 2 days, 8:21:28, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2673, top5_acc: 0.5018, loss_cls: 3.5979, loss: 3.5979, grad_norm: 1.1559 2020-10-07 13:57:43,517 - mmaction - INFO - Epoch [113][320/1413] lr: 3.585e-01, eta: 2 days, 8:21:07, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2727, top5_acc: 0.5118, loss_cls: 3.5497, loss: 3.5497, grad_norm: 1.1965 2020-10-07 13:58:03,090 - mmaction - INFO - Epoch [113][340/1413] lr: 3.585e-01, eta: 2 days, 8:20:46, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2595, top5_acc: 0.4828, loss_cls: 3.6542, loss: 3.6542, grad_norm: 1.1929 2020-10-07 13:58:22,778 - mmaction - INFO - Epoch [113][360/1413] lr: 3.585e-01, eta: 2 days, 8:20:25, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2669, top5_acc: 0.5044, loss_cls: 3.5919, loss: 3.5919, grad_norm: 1.1664 2020-10-07 13:58:42,320 - mmaction - INFO - Epoch [113][380/1413] lr: 3.585e-01, eta: 2 days, 8:20:05, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2616, top5_acc: 0.5005, loss_cls: 3.6091, loss: 3.6091, grad_norm: 1.1736 2020-10-07 13:59:01,943 - mmaction - INFO - Epoch [113][400/1413] lr: 3.585e-01, eta: 2 days, 8:19:44, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2673, top5_acc: 0.5014, loss_cls: 3.6145, loss: 3.6145, grad_norm: 1.1825 2020-10-07 13:59:21,601 - mmaction - INFO - Epoch [113][420/1413] lr: 3.585e-01, eta: 2 days, 8:19:23, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2770, top5_acc: 0.5072, loss_cls: 3.5477, loss: 3.5477, grad_norm: 1.1700 2020-10-07 13:59:41,168 - mmaction - INFO - Epoch [113][440/1413] lr: 3.585e-01, eta: 2 days, 8:19:02, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2710, top5_acc: 0.4930, loss_cls: 3.6282, loss: 3.6282, grad_norm: 1.1824 2020-10-07 14:00:00,794 - mmaction - INFO - Epoch [113][460/1413] lr: 3.585e-01, eta: 2 days, 8:18:42, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2747, top5_acc: 0.5016, loss_cls: 3.6139, loss: 3.6139, grad_norm: 1.1923 2020-10-07 14:00:20,959 - mmaction - INFO - Epoch [113][480/1413] lr: 3.585e-01, eta: 2 days, 8:18:22, time: 1.008, data_time: 0.002, memory: 8482, top1_acc: 0.2609, top5_acc: 0.4902, loss_cls: 3.6474, loss: 3.6474, grad_norm: 1.1702 2020-10-07 14:00:40,640 - mmaction - INFO - Epoch [113][500/1413] lr: 3.585e-01, eta: 2 days, 8:18:01, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2720, top5_acc: 0.4975, loss_cls: 3.6057, loss: 3.6057, grad_norm: 1.1726 2020-10-07 14:01:00,240 - mmaction - INFO - Epoch [113][520/1413] lr: 3.585e-01, eta: 2 days, 8:17:41, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2721, top5_acc: 0.5052, loss_cls: 3.5561, loss: 3.5561, grad_norm: 1.1924 2020-10-07 14:01:19,716 - mmaction - INFO - Epoch [113][540/1413] lr: 3.585e-01, eta: 2 days, 8:17:20, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.2691, top5_acc: 0.4970, loss_cls: 3.6257, loss: 3.6257, grad_norm: 1.1743 2020-10-07 14:01:39,276 - mmaction - INFO - Epoch [113][560/1413] lr: 3.585e-01, eta: 2 days, 8:16:59, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2698, top5_acc: 0.5004, loss_cls: 3.5763, loss: 3.5763, grad_norm: 1.1799 2020-10-07 14:01:58,925 - mmaction - INFO - Epoch [113][580/1413] lr: 3.585e-01, eta: 2 days, 8:16:38, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2622, top5_acc: 0.5000, loss_cls: 3.6235, loss: 3.6235, grad_norm: 1.1892 2020-10-07 14:02:18,491 - mmaction - INFO - Epoch [113][600/1413] lr: 3.585e-01, eta: 2 days, 8:16:17, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2613, top5_acc: 0.5007, loss_cls: 3.6087, loss: 3.6087, grad_norm: 1.1727 2020-10-07 14:02:38,041 - mmaction - INFO - Epoch [113][620/1413] lr: 3.585e-01, eta: 2 days, 8:15:56, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2646, top5_acc: 0.5040, loss_cls: 3.6159, loss: 3.6159, grad_norm: 1.1786 2020-10-07 14:02:57,674 - mmaction - INFO - Epoch [113][640/1413] lr: 3.585e-01, eta: 2 days, 8:15:35, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2685, top5_acc: 0.5038, loss_cls: 3.6057, loss: 3.6057, grad_norm: 1.1947 2020-10-07 14:03:17,379 - mmaction - INFO - Epoch [113][660/1413] lr: 3.585e-01, eta: 2 days, 8:15:15, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2710, top5_acc: 0.5092, loss_cls: 3.5738, loss: 3.5738, grad_norm: 1.1792 2020-10-07 14:03:37,004 - mmaction - INFO - Epoch [113][680/1413] lr: 3.585e-01, eta: 2 days, 8:14:54, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2674, top5_acc: 0.4992, loss_cls: 3.6012, loss: 3.6012, grad_norm: 1.1768 2020-10-07 14:03:56,541 - mmaction - INFO - Epoch [113][700/1413] lr: 3.585e-01, eta: 2 days, 8:14:33, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2680, top5_acc: 0.4977, loss_cls: 3.6002, loss: 3.6002, grad_norm: 1.1653 2020-10-07 14:04:16,219 - mmaction - INFO - Epoch [113][720/1413] lr: 3.585e-01, eta: 2 days, 8:14:13, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2590, top5_acc: 0.4993, loss_cls: 3.6350, loss: 3.6350, grad_norm: 1.1904 2020-10-07 14:04:35,817 - mmaction - INFO - Epoch [113][740/1413] lr: 3.585e-01, eta: 2 days, 8:13:52, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2579, top5_acc: 0.5021, loss_cls: 3.6325, loss: 3.6325, grad_norm: 1.1780 2020-10-07 14:04:55,439 - mmaction - INFO - Epoch [113][760/1413] lr: 3.585e-01, eta: 2 days, 8:13:31, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2648, top5_acc: 0.4965, loss_cls: 3.6278, loss: 3.6278, grad_norm: 1.1523 2020-10-07 14:05:15,077 - mmaction - INFO - Epoch [113][780/1413] lr: 3.585e-01, eta: 2 days, 8:13:10, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2667, top5_acc: 0.4988, loss_cls: 3.6305, loss: 3.6305, grad_norm: 1.1852 2020-10-07 14:05:34,652 - mmaction - INFO - Epoch [113][800/1413] lr: 3.585e-01, eta: 2 days, 8:12:49, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2530, top5_acc: 0.4938, loss_cls: 3.6563, loss: 3.6563, grad_norm: 1.1987 2020-10-07 14:05:54,251 - mmaction - INFO - Epoch [113][820/1413] lr: 3.585e-01, eta: 2 days, 8:12:29, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2581, top5_acc: 0.4945, loss_cls: 3.6468, loss: 3.6468, grad_norm: 1.1626 2020-10-07 14:06:13,833 - mmaction - INFO - Epoch [113][840/1413] lr: 3.585e-01, eta: 2 days, 8:12:08, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2608, top5_acc: 0.4898, loss_cls: 3.6486, loss: 3.6486, grad_norm: 1.1752 2020-10-07 14:06:33,386 - mmaction - INFO - Epoch [113][860/1413] lr: 3.585e-01, eta: 2 days, 8:11:47, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2728, top5_acc: 0.5027, loss_cls: 3.5922, loss: 3.5922, grad_norm: 1.1632 2020-10-07 14:06:53,081 - mmaction - INFO - Epoch [113][880/1413] lr: 3.585e-01, eta: 2 days, 8:11:26, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2646, top5_acc: 0.4993, loss_cls: 3.6054, loss: 3.6054, grad_norm: 1.1937 2020-10-07 14:07:12,736 - mmaction - INFO - Epoch [113][900/1413] lr: 3.585e-01, eta: 2 days, 8:11:06, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2665, top5_acc: 0.4937, loss_cls: 3.6292, loss: 3.6292, grad_norm: 1.1797 2020-10-07 14:07:32,459 - mmaction - INFO - Epoch [113][920/1413] lr: 3.585e-01, eta: 2 days, 8:10:45, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2643, top5_acc: 0.4987, loss_cls: 3.6347, loss: 3.6347, grad_norm: 1.1745 2020-10-07 14:07:52,030 - mmaction - INFO - Epoch [113][940/1413] lr: 3.585e-01, eta: 2 days, 8:10:24, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2633, top5_acc: 0.4964, loss_cls: 3.6373, loss: 3.6373, grad_norm: 1.1890 2020-10-07 14:08:11,617 - mmaction - INFO - Epoch [113][960/1413] lr: 3.585e-01, eta: 2 days, 8:10:04, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2630, top5_acc: 0.4951, loss_cls: 3.6289, loss: 3.6289, grad_norm: 1.1806 2020-10-07 14:08:31,339 - mmaction - INFO - Epoch [113][980/1413] lr: 3.585e-01, eta: 2 days, 8:09:43, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2641, top5_acc: 0.4918, loss_cls: 3.6514, loss: 3.6514, grad_norm: 1.1828 2020-10-07 14:08:50,943 - mmaction - INFO - Epoch [113][1000/1413] lr: 3.585e-01, eta: 2 days, 8:09:22, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2734, top5_acc: 0.5089, loss_cls: 3.5581, loss: 3.5581, grad_norm: 1.1571 2020-10-07 14:09:10,561 - mmaction - INFO - Epoch [113][1020/1413] lr: 3.585e-01, eta: 2 days, 8:09:01, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2570, top5_acc: 0.4932, loss_cls: 3.6574, loss: 3.6574, grad_norm: 1.1930 2020-10-07 14:09:30,223 - mmaction - INFO - Epoch [113][1040/1413] lr: 3.585e-01, eta: 2 days, 8:08:41, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2615, top5_acc: 0.4991, loss_cls: 3.6203, loss: 3.6203, grad_norm: 1.1867 2020-10-07 14:09:49,923 - mmaction - INFO - Epoch [113][1060/1413] lr: 3.585e-01, eta: 2 days, 8:08:20, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2605, top5_acc: 0.4958, loss_cls: 3.6361, loss: 3.6361, grad_norm: 1.1802 2020-10-07 14:10:09,513 - mmaction - INFO - Epoch [113][1080/1413] lr: 3.585e-01, eta: 2 days, 8:07:59, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2574, top5_acc: 0.4969, loss_cls: 3.6417, loss: 3.6417, grad_norm: 1.1721 2020-10-07 14:10:29,138 - mmaction - INFO - Epoch [113][1100/1413] lr: 3.585e-01, eta: 2 days, 8:07:39, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2603, top5_acc: 0.4996, loss_cls: 3.6381, loss: 3.6381, grad_norm: 1.1818 2020-10-07 14:10:48,751 - mmaction - INFO - Epoch [113][1120/1413] lr: 3.585e-01, eta: 2 days, 8:07:18, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2658, top5_acc: 0.5017, loss_cls: 3.6015, loss: 3.6015, grad_norm: 1.1703 2020-10-07 14:11:08,308 - mmaction - INFO - Epoch [113][1140/1413] lr: 3.585e-01, eta: 2 days, 8:06:57, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2592, top5_acc: 0.5016, loss_cls: 3.6119, loss: 3.6119, grad_norm: 1.1521 2020-10-07 14:11:27,916 - mmaction - INFO - Epoch [113][1160/1413] lr: 3.585e-01, eta: 2 days, 8:06:36, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2725, top5_acc: 0.5008, loss_cls: 3.6144, loss: 3.6144, grad_norm: 1.1683 2020-10-07 14:11:47,556 - mmaction - INFO - Epoch [113][1180/1413] lr: 3.585e-01, eta: 2 days, 8:06:16, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2658, top5_acc: 0.5043, loss_cls: 3.6088, loss: 3.6088, grad_norm: 1.1898 2020-10-07 14:12:07,146 - mmaction - INFO - Epoch [113][1200/1413] lr: 3.585e-01, eta: 2 days, 8:05:55, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2661, top5_acc: 0.4988, loss_cls: 3.6103, loss: 3.6103, grad_norm: 1.1693 2020-10-07 14:12:26,787 - mmaction - INFO - Epoch [113][1220/1413] lr: 3.585e-01, eta: 2 days, 8:05:34, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2693, top5_acc: 0.5026, loss_cls: 3.5910, loss: 3.5910, grad_norm: 1.1885 2020-10-07 14:12:46,393 - mmaction - INFO - Epoch [113][1240/1413] lr: 3.585e-01, eta: 2 days, 8:05:13, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2665, top5_acc: 0.4991, loss_cls: 3.6093, loss: 3.6093, grad_norm: 1.1736 2020-10-07 14:13:06,073 - mmaction - INFO - Epoch [113][1260/1413] lr: 3.585e-01, eta: 2 days, 8:04:53, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2659, top5_acc: 0.5072, loss_cls: 3.5973, loss: 3.5973, grad_norm: 1.1783 2020-10-07 14:13:25,756 - mmaction - INFO - Epoch [113][1280/1413] lr: 3.585e-01, eta: 2 days, 8:04:32, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2624, top5_acc: 0.5003, loss_cls: 3.6322, loss: 3.6322, grad_norm: 1.1997 2020-10-07 14:13:45,289 - mmaction - INFO - Epoch [113][1300/1413] lr: 3.585e-01, eta: 2 days, 8:04:11, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2665, top5_acc: 0.5043, loss_cls: 3.6088, loss: 3.6088, grad_norm: 1.1853 2020-10-07 14:14:04,992 - mmaction - INFO - Epoch [113][1320/1413] lr: 3.585e-01, eta: 2 days, 8:03:51, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2733, top5_acc: 0.5013, loss_cls: 3.5880, loss: 3.5880, grad_norm: 1.1859 2020-10-07 14:14:24,524 - mmaction - INFO - Epoch [113][1340/1413] lr: 3.585e-01, eta: 2 days, 8:03:30, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2686, top5_acc: 0.5014, loss_cls: 3.6118, loss: 3.6118, grad_norm: 1.1715 2020-10-07 14:14:44,127 - mmaction - INFO - Epoch [113][1360/1413] lr: 3.585e-01, eta: 2 days, 8:03:09, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2595, top5_acc: 0.4949, loss_cls: 3.6642, loss: 3.6642, grad_norm: 1.1753 2020-10-07 14:15:03,754 - mmaction - INFO - Epoch [113][1380/1413] lr: 3.585e-01, eta: 2 days, 8:02:48, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2702, top5_acc: 0.5010, loss_cls: 3.6263, loss: 3.6263, grad_norm: 1.1693 2020-10-07 14:15:23,398 - mmaction - INFO - Epoch [113][1400/1413] lr: 3.585e-01, eta: 2 days, 8:02:28, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2676, top5_acc: 0.5016, loss_cls: 3.5982, loss: 3.5982, grad_norm: 1.1760 2020-10-07 14:16:30,968 - mmaction - INFO - Epoch [114][20/1413] lr: 3.549e-01, eta: 2 days, 8:02:39, time: 2.653, data_time: 1.644, memory: 8482, top1_acc: 0.2724, top5_acc: 0.5079, loss_cls: 3.5818, loss: 3.5818, grad_norm: 1.1787 2020-10-07 14:16:50,281 - mmaction - INFO - Epoch [114][40/1413] lr: 3.549e-01, eta: 2 days, 8:02:17, time: 0.965, data_time: 0.001, memory: 8482, top1_acc: 0.2691, top5_acc: 0.5030, loss_cls: 3.5944, loss: 3.5944, grad_norm: 1.2010 2020-10-07 14:17:09,878 - mmaction - INFO - Epoch [114][60/1413] lr: 3.549e-01, eta: 2 days, 8:01:57, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2589, top5_acc: 0.5036, loss_cls: 3.6248, loss: 3.6248, grad_norm: 1.2041 2020-10-07 14:17:29,561 - mmaction - INFO - Epoch [114][80/1413] lr: 3.549e-01, eta: 2 days, 8:01:36, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2647, top5_acc: 0.5012, loss_cls: 3.6071, loss: 3.6071, grad_norm: 1.1639 2020-10-07 14:17:49,093 - mmaction - INFO - Epoch [114][100/1413] lr: 3.549e-01, eta: 2 days, 8:01:15, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2755, top5_acc: 0.5174, loss_cls: 3.5533, loss: 3.5533, grad_norm: 1.1863 2020-10-07 14:18:08,646 - mmaction - INFO - Epoch [114][120/1413] lr: 3.549e-01, eta: 2 days, 8:00:54, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2712, top5_acc: 0.5105, loss_cls: 3.6000, loss: 3.6000, grad_norm: 1.1958 2020-10-07 14:18:28,176 - mmaction - INFO - Epoch [114][140/1413] lr: 3.549e-01, eta: 2 days, 8:00:33, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2651, top5_acc: 0.4945, loss_cls: 3.6399, loss: 3.6399, grad_norm: 1.1821 2020-10-07 14:18:47,776 - mmaction - INFO - Epoch [114][160/1413] lr: 3.549e-01, eta: 2 days, 8:00:12, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2723, top5_acc: 0.5000, loss_cls: 3.6001, loss: 3.6001, grad_norm: 1.1852 2020-10-07 14:19:07,423 - mmaction - INFO - Epoch [114][180/1413] lr: 3.549e-01, eta: 2 days, 7:59:52, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2638, top5_acc: 0.5061, loss_cls: 3.5774, loss: 3.5774, grad_norm: 1.1687 2020-10-07 14:19:27,069 - mmaction - INFO - Epoch [114][200/1413] lr: 3.549e-01, eta: 2 days, 7:59:31, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2643, top5_acc: 0.5014, loss_cls: 3.6248, loss: 3.6248, grad_norm: 1.1866 2020-10-07 14:19:46,699 - mmaction - INFO - Epoch [114][220/1413] lr: 3.549e-01, eta: 2 days, 7:59:10, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2643, top5_acc: 0.4923, loss_cls: 3.6187, loss: 3.6187, grad_norm: 1.1921 2020-10-07 14:20:06,378 - mmaction - INFO - Epoch [114][240/1413] lr: 3.549e-01, eta: 2 days, 7:58:50, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2746, top5_acc: 0.5125, loss_cls: 3.5472, loss: 3.5472, grad_norm: 1.1734 2020-10-07 14:20:25,932 - mmaction - INFO - Epoch [114][260/1413] lr: 3.549e-01, eta: 2 days, 7:58:29, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2747, top5_acc: 0.5118, loss_cls: 3.5529, loss: 3.5529, grad_norm: 1.1696 2020-10-07 14:20:45,718 - mmaction - INFO - Epoch [114][280/1413] lr: 3.549e-01, eta: 2 days, 7:58:08, time: 0.989, data_time: 0.003, memory: 8482, top1_acc: 0.2694, top5_acc: 0.5078, loss_cls: 3.5840, loss: 3.5840, grad_norm: 1.1774 2020-10-07 14:21:05,375 - mmaction - INFO - Epoch [114][300/1413] lr: 3.549e-01, eta: 2 days, 7:57:48, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2607, top5_acc: 0.5040, loss_cls: 3.5980, loss: 3.5980, grad_norm: 1.1860 2020-10-07 14:21:25,023 - mmaction - INFO - Epoch [114][320/1413] lr: 3.549e-01, eta: 2 days, 7:57:27, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2681, top5_acc: 0.5018, loss_cls: 3.6116, loss: 3.6116, grad_norm: 1.1736 2020-10-07 14:21:44,825 - mmaction - INFO - Epoch [114][340/1413] lr: 3.549e-01, eta: 2 days, 7:57:07, time: 0.989, data_time: 0.001, memory: 8482, top1_acc: 0.2757, top5_acc: 0.5051, loss_cls: 3.5887, loss: 3.5887, grad_norm: 1.1601 2020-10-07 14:22:04,482 - mmaction - INFO - Epoch [114][360/1413] lr: 3.549e-01, eta: 2 days, 7:56:46, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2695, top5_acc: 0.5029, loss_cls: 3.5996, loss: 3.5996, grad_norm: 1.1774 2020-10-07 14:22:24,150 - mmaction - INFO - Epoch [114][380/1413] lr: 3.549e-01, eta: 2 days, 7:56:25, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2691, top5_acc: 0.5008, loss_cls: 3.5791, loss: 3.5791, grad_norm: 1.1920 2020-10-07 14:22:43,824 - mmaction - INFO - Epoch [114][400/1413] lr: 3.549e-01, eta: 2 days, 7:56:05, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2616, top5_acc: 0.5034, loss_cls: 3.5791, loss: 3.5791, grad_norm: 1.1754 2020-10-07 14:23:03,448 - mmaction - INFO - Epoch [114][420/1413] lr: 3.549e-01, eta: 2 days, 7:55:44, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2743, top5_acc: 0.5137, loss_cls: 3.5519, loss: 3.5519, grad_norm: 1.2017 2020-10-07 14:23:23,104 - mmaction - INFO - Epoch [114][440/1413] lr: 3.549e-01, eta: 2 days, 7:55:23, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2698, top5_acc: 0.5076, loss_cls: 3.5759, loss: 3.5759, grad_norm: 1.1899 2020-10-07 14:23:42,635 - mmaction - INFO - Epoch [114][460/1413] lr: 3.549e-01, eta: 2 days, 7:55:03, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2617, top5_acc: 0.4951, loss_cls: 3.6064, loss: 3.6064, grad_norm: 1.2073 2020-10-07 14:24:02,239 - mmaction - INFO - Epoch [114][480/1413] lr: 3.549e-01, eta: 2 days, 7:54:42, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2642, top5_acc: 0.4902, loss_cls: 3.6608, loss: 3.6608, grad_norm: 1.1816 2020-10-07 14:24:21,870 - mmaction - INFO - Epoch [114][500/1413] lr: 3.549e-01, eta: 2 days, 7:54:21, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2648, top5_acc: 0.5029, loss_cls: 3.6098, loss: 3.6098, grad_norm: 1.1805 2020-10-07 14:24:41,399 - mmaction - INFO - Epoch [114][520/1413] lr: 3.549e-01, eta: 2 days, 7:54:00, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2699, top5_acc: 0.5118, loss_cls: 3.5572, loss: 3.5572, grad_norm: 1.1766 2020-10-07 14:25:00,972 - mmaction - INFO - Epoch [114][540/1413] lr: 3.549e-01, eta: 2 days, 7:53:39, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2708, top5_acc: 0.5072, loss_cls: 3.5561, loss: 3.5561, grad_norm: 1.1920 2020-10-07 14:25:20,520 - mmaction - INFO - Epoch [114][560/1413] lr: 3.549e-01, eta: 2 days, 7:53:18, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2607, top5_acc: 0.4964, loss_cls: 3.6248, loss: 3.6248, grad_norm: 1.1778 2020-10-07 14:25:40,099 - mmaction - INFO - Epoch [114][580/1413] lr: 3.549e-01, eta: 2 days, 7:52:58, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2668, top5_acc: 0.5030, loss_cls: 3.5953, loss: 3.5953, grad_norm: 1.1781 2020-10-07 14:25:59,768 - mmaction - INFO - Epoch [114][600/1413] lr: 3.549e-01, eta: 2 days, 7:52:37, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2721, top5_acc: 0.5025, loss_cls: 3.5726, loss: 3.5726, grad_norm: 1.1882 2020-10-07 14:26:19,389 - mmaction - INFO - Epoch [114][620/1413] lr: 3.549e-01, eta: 2 days, 7:52:16, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2604, top5_acc: 0.4983, loss_cls: 3.6319, loss: 3.6319, grad_norm: 1.1921 2020-10-07 14:26:39,123 - mmaction - INFO - Epoch [114][640/1413] lr: 3.549e-01, eta: 2 days, 7:51:56, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2611, top5_acc: 0.5029, loss_cls: 3.5973, loss: 3.5973, grad_norm: 1.1833 2020-10-07 14:26:58,708 - mmaction - INFO - Epoch [114][660/1413] lr: 3.549e-01, eta: 2 days, 7:51:35, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2694, top5_acc: 0.5021, loss_cls: 3.6048, loss: 3.6048, grad_norm: 1.1852 2020-10-07 14:27:18,382 - mmaction - INFO - Epoch [114][680/1413] lr: 3.549e-01, eta: 2 days, 7:51:14, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2665, top5_acc: 0.5007, loss_cls: 3.5910, loss: 3.5910, grad_norm: 1.1899 2020-10-07 14:27:37,910 - mmaction - INFO - Epoch [114][700/1413] lr: 3.549e-01, eta: 2 days, 7:50:53, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2697, top5_acc: 0.4983, loss_cls: 3.6378, loss: 3.6378, grad_norm: 1.1612 2020-10-07 14:27:57,494 - mmaction - INFO - Epoch [114][720/1413] lr: 3.549e-01, eta: 2 days, 7:50:33, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2814, top5_acc: 0.5181, loss_cls: 3.5473, loss: 3.5473, grad_norm: 1.1798 2020-10-07 14:28:17,064 - mmaction - INFO - Epoch [114][740/1413] lr: 3.549e-01, eta: 2 days, 7:50:12, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2672, top5_acc: 0.5014, loss_cls: 3.6231, loss: 3.6231, grad_norm: 1.1770 2020-10-07 14:28:36,749 - mmaction - INFO - Epoch [114][760/1413] lr: 3.549e-01, eta: 2 days, 7:49:51, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2629, top5_acc: 0.5036, loss_cls: 3.5859, loss: 3.5859, grad_norm: 1.1823 2020-10-07 14:28:56,351 - mmaction - INFO - Epoch [114][780/1413] lr: 3.549e-01, eta: 2 days, 7:49:30, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2548, top5_acc: 0.4880, loss_cls: 3.6711, loss: 3.6711, grad_norm: 1.1915 2020-10-07 14:29:16,089 - mmaction - INFO - Epoch [114][800/1413] lr: 3.549e-01, eta: 2 days, 7:49:10, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.2664, top5_acc: 0.5025, loss_cls: 3.6034, loss: 3.6034, grad_norm: 1.1650 2020-10-07 14:29:35,680 - mmaction - INFO - Epoch [114][820/1413] lr: 3.549e-01, eta: 2 days, 7:48:49, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2658, top5_acc: 0.4906, loss_cls: 3.6411, loss: 3.6411, grad_norm: 1.1637 2020-10-07 14:29:55,299 - mmaction - INFO - Epoch [114][840/1413] lr: 3.549e-01, eta: 2 days, 7:48:28, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2626, top5_acc: 0.4984, loss_cls: 3.6098, loss: 3.6098, grad_norm: 1.1762 2020-10-07 14:30:13,954 - mmaction - INFO - Epoch [114][860/1413] lr: 3.549e-01, eta: 2 days, 7:48:06, time: 0.933, data_time: 0.002, memory: 8482, top1_acc: 0.2680, top5_acc: 0.5074, loss_cls: 3.6069, loss: 3.6069, grad_norm: 1.1759 2020-10-07 14:30:33,527 - mmaction - INFO - Epoch [114][880/1413] lr: 3.549e-01, eta: 2 days, 7:47:45, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2625, top5_acc: 0.4901, loss_cls: 3.6212, loss: 3.6212, grad_norm: 1.1651 2020-10-07 14:30:53,018 - mmaction - INFO - Epoch [114][900/1413] lr: 3.549e-01, eta: 2 days, 7:47:24, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2667, top5_acc: 0.4943, loss_cls: 3.6298, loss: 3.6298, grad_norm: 1.1681 2020-10-07 14:31:12,732 - mmaction - INFO - Epoch [114][920/1413] lr: 3.549e-01, eta: 2 days, 7:47:03, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2703, top5_acc: 0.5155, loss_cls: 3.5430, loss: 3.5430, grad_norm: 1.1714 2020-10-07 14:31:32,389 - mmaction - INFO - Epoch [114][940/1413] lr: 3.549e-01, eta: 2 days, 7:46:43, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2773, top5_acc: 0.5108, loss_cls: 3.5592, loss: 3.5592, grad_norm: 1.1844 2020-10-07 14:31:52,014 - mmaction - INFO - Epoch [114][960/1413] lr: 3.549e-01, eta: 2 days, 7:46:22, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2695, top5_acc: 0.4961, loss_cls: 3.6240, loss: 3.6240, grad_norm: 1.1748 2020-10-07 14:32:11,661 - mmaction - INFO - Epoch [114][980/1413] lr: 3.549e-01, eta: 2 days, 7:46:01, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2629, top5_acc: 0.4987, loss_cls: 3.6207, loss: 3.6207, grad_norm: 1.1857 2020-10-07 14:32:31,203 - mmaction - INFO - Epoch [114][1000/1413] lr: 3.549e-01, eta: 2 days, 7:45:40, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2680, top5_acc: 0.4984, loss_cls: 3.5980, loss: 3.5980, grad_norm: 1.1769 2020-10-07 14:32:50,836 - mmaction - INFO - Epoch [114][1020/1413] lr: 3.549e-01, eta: 2 days, 7:45:20, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2655, top5_acc: 0.5073, loss_cls: 3.5910, loss: 3.5910, grad_norm: 1.1887 2020-10-07 14:33:10,482 - mmaction - INFO - Epoch [114][1040/1413] lr: 3.549e-01, eta: 2 days, 7:44:59, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2687, top5_acc: 0.5046, loss_cls: 3.5765, loss: 3.5765, grad_norm: 1.1758 2020-10-07 14:33:30,004 - mmaction - INFO - Epoch [114][1060/1413] lr: 3.549e-01, eta: 2 days, 7:44:38, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2542, top5_acc: 0.4930, loss_cls: 3.6470, loss: 3.6470, grad_norm: 1.1915 2020-10-07 14:33:49,559 - mmaction - INFO - Epoch [114][1080/1413] lr: 3.549e-01, eta: 2 days, 7:44:17, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2706, top5_acc: 0.5044, loss_cls: 3.5958, loss: 3.5958, grad_norm: 1.1878 2020-10-07 14:34:09,206 - mmaction - INFO - Epoch [114][1100/1413] lr: 3.549e-01, eta: 2 days, 7:43:56, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2569, top5_acc: 0.5005, loss_cls: 3.6287, loss: 3.6287, grad_norm: 1.1747 2020-10-07 14:34:28,823 - mmaction - INFO - Epoch [114][1120/1413] lr: 3.549e-01, eta: 2 days, 7:43:36, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2592, top5_acc: 0.5000, loss_cls: 3.6392, loss: 3.6392, grad_norm: 1.1871 2020-10-07 14:34:48,355 - mmaction - INFO - Epoch [114][1140/1413] lr: 3.549e-01, eta: 2 days, 7:43:15, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2658, top5_acc: 0.5014, loss_cls: 3.6166, loss: 3.6166, grad_norm: 1.1712 2020-10-07 14:35:07,963 - mmaction - INFO - Epoch [114][1160/1413] lr: 3.549e-01, eta: 2 days, 7:42:54, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2656, top5_acc: 0.4999, loss_cls: 3.5933, loss: 3.5933, grad_norm: 1.1875 2020-10-07 14:35:27,633 - mmaction - INFO - Epoch [114][1180/1413] lr: 3.549e-01, eta: 2 days, 7:42:33, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2685, top5_acc: 0.5040, loss_cls: 3.5960, loss: 3.5960, grad_norm: 1.1836 2020-10-07 14:35:47,166 - mmaction - INFO - Epoch [114][1200/1413] lr: 3.549e-01, eta: 2 days, 7:42:13, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2665, top5_acc: 0.5033, loss_cls: 3.6053, loss: 3.6053, grad_norm: 1.1944 2020-10-07 14:36:06,925 - mmaction - INFO - Epoch [114][1220/1413] lr: 3.549e-01, eta: 2 days, 7:41:52, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2618, top5_acc: 0.4967, loss_cls: 3.6372, loss: 3.6372, grad_norm: 1.2006 2020-10-07 14:36:26,367 - mmaction - INFO - Epoch [114][1240/1413] lr: 3.549e-01, eta: 2 days, 7:41:31, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2658, top5_acc: 0.5062, loss_cls: 3.6052, loss: 3.6052, grad_norm: 1.1899 2020-10-07 14:36:46,028 - mmaction - INFO - Epoch [114][1260/1413] lr: 3.549e-01, eta: 2 days, 7:41:10, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2626, top5_acc: 0.4911, loss_cls: 3.6624, loss: 3.6624, grad_norm: 1.1543 2020-10-07 14:37:05,590 - mmaction - INFO - Epoch [114][1280/1413] lr: 3.549e-01, eta: 2 days, 7:40:50, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2686, top5_acc: 0.5053, loss_cls: 3.5878, loss: 3.5878, grad_norm: 1.1857 2020-10-07 14:37:25,244 - mmaction - INFO - Epoch [114][1300/1413] lr: 3.549e-01, eta: 2 days, 7:40:29, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2693, top5_acc: 0.5061, loss_cls: 3.5987, loss: 3.5987, grad_norm: 1.1767 2020-10-07 14:37:44,882 - mmaction - INFO - Epoch [114][1320/1413] lr: 3.549e-01, eta: 2 days, 7:40:08, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2674, top5_acc: 0.5061, loss_cls: 3.6150, loss: 3.6150, grad_norm: 1.2018 2020-10-07 14:38:04,404 - mmaction - INFO - Epoch [114][1340/1413] lr: 3.549e-01, eta: 2 days, 7:39:47, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2604, top5_acc: 0.4913, loss_cls: 3.6485, loss: 3.6485, grad_norm: 1.1936 2020-10-07 14:38:23,973 - mmaction - INFO - Epoch [114][1360/1413] lr: 3.549e-01, eta: 2 days, 7:39:26, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2745, top5_acc: 0.5049, loss_cls: 3.6004, loss: 3.6004, grad_norm: 1.1820 2020-10-07 14:38:43,560 - mmaction - INFO - Epoch [114][1380/1413] lr: 3.549e-01, eta: 2 days, 7:39:06, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2599, top5_acc: 0.4953, loss_cls: 3.6306, loss: 3.6306, grad_norm: 1.1651 2020-10-07 14:39:03,081 - mmaction - INFO - Epoch [114][1400/1413] lr: 3.549e-01, eta: 2 days, 7:38:45, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2717, top5_acc: 0.5116, loss_cls: 3.5522, loss: 3.5522, grad_norm: 1.1810 2020-10-07 14:40:06,450 - mmaction - INFO - Epoch [115][20/1413] lr: 3.513e-01, eta: 2 days, 7:38:49, time: 2.507, data_time: 1.489, memory: 8482, top1_acc: 0.2681, top5_acc: 0.4958, loss_cls: 3.6430, loss: 3.6430, grad_norm: 1.1814 2020-10-07 14:40:25,819 - mmaction - INFO - Epoch [115][40/1413] lr: 3.513e-01, eta: 2 days, 7:38:28, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.2749, top5_acc: 0.5152, loss_cls: 3.5742, loss: 3.5742, grad_norm: 1.1770 2020-10-07 14:40:45,376 - mmaction - INFO - Epoch [115][60/1413] lr: 3.513e-01, eta: 2 days, 7:38:07, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2685, top5_acc: 0.5038, loss_cls: 3.5890, loss: 3.5890, grad_norm: 1.1862 2020-10-07 14:41:04,965 - mmaction - INFO - Epoch [115][80/1413] lr: 3.513e-01, eta: 2 days, 7:37:46, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2727, top5_acc: 0.5042, loss_cls: 3.5856, loss: 3.5856, grad_norm: 1.1945 2020-10-07 14:41:24,631 - mmaction - INFO - Epoch [115][100/1413] lr: 3.513e-01, eta: 2 days, 7:37:25, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2732, top5_acc: 0.5031, loss_cls: 3.5830, loss: 3.5830, grad_norm: 1.1846 2020-10-07 14:41:44,219 - mmaction - INFO - Epoch [115][120/1413] lr: 3.513e-01, eta: 2 days, 7:37:04, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2714, top5_acc: 0.5056, loss_cls: 3.5840, loss: 3.5840, grad_norm: 1.1770 2020-10-07 14:42:03,776 - mmaction - INFO - Epoch [115][140/1413] lr: 3.513e-01, eta: 2 days, 7:36:44, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2711, top5_acc: 0.5062, loss_cls: 3.5578, loss: 3.5578, grad_norm: 1.1827 2020-10-07 14:42:23,310 - mmaction - INFO - Epoch [115][160/1413] lr: 3.513e-01, eta: 2 days, 7:36:23, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2607, top5_acc: 0.4991, loss_cls: 3.6385, loss: 3.6385, grad_norm: 1.2028 2020-10-07 14:42:42,933 - mmaction - INFO - Epoch [115][180/1413] lr: 3.513e-01, eta: 2 days, 7:36:02, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2681, top5_acc: 0.5009, loss_cls: 3.6114, loss: 3.6114, grad_norm: 1.1710 2020-10-07 14:43:02,486 - mmaction - INFO - Epoch [115][200/1413] lr: 3.513e-01, eta: 2 days, 7:35:41, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2711, top5_acc: 0.5055, loss_cls: 3.5800, loss: 3.5800, grad_norm: 1.1895 2020-10-07 14:43:22,014 - mmaction - INFO - Epoch [115][220/1413] lr: 3.513e-01, eta: 2 days, 7:35:20, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2741, top5_acc: 0.5096, loss_cls: 3.5471, loss: 3.5471, grad_norm: 1.2072 2020-10-07 14:43:41,646 - mmaction - INFO - Epoch [115][240/1413] lr: 3.513e-01, eta: 2 days, 7:34:59, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2743, top5_acc: 0.5090, loss_cls: 3.5556, loss: 3.5556, grad_norm: 1.1851 2020-10-07 14:44:01,170 - mmaction - INFO - Epoch [115][260/1413] lr: 3.513e-01, eta: 2 days, 7:34:39, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2770, top5_acc: 0.5102, loss_cls: 3.5353, loss: 3.5353, grad_norm: 1.2026 2020-10-07 14:44:20,750 - mmaction - INFO - Epoch [115][280/1413] lr: 3.513e-01, eta: 2 days, 7:34:18, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2750, top5_acc: 0.5148, loss_cls: 3.5394, loss: 3.5394, grad_norm: 1.1913 2020-10-07 14:44:40,307 - mmaction - INFO - Epoch [115][300/1413] lr: 3.513e-01, eta: 2 days, 7:33:57, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2642, top5_acc: 0.5023, loss_cls: 3.5878, loss: 3.5878, grad_norm: 1.1982 2020-10-07 14:44:59,895 - mmaction - INFO - Epoch [115][320/1413] lr: 3.513e-01, eta: 2 days, 7:33:36, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2770, top5_acc: 0.5090, loss_cls: 3.5733, loss: 3.5733, grad_norm: 1.1817 2020-10-07 14:45:19,476 - mmaction - INFO - Epoch [115][340/1413] lr: 3.513e-01, eta: 2 days, 7:33:15, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2673, top5_acc: 0.5031, loss_cls: 3.6009, loss: 3.6009, grad_norm: 1.1987 2020-10-07 14:45:39,039 - mmaction - INFO - Epoch [115][360/1413] lr: 3.513e-01, eta: 2 days, 7:32:55, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2643, top5_acc: 0.5069, loss_cls: 3.5788, loss: 3.5788, grad_norm: 1.1820 2020-10-07 14:45:58,576 - mmaction - INFO - Epoch [115][380/1413] lr: 3.513e-01, eta: 2 days, 7:32:34, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2690, top5_acc: 0.4954, loss_cls: 3.6014, loss: 3.6014, grad_norm: 1.1696 2020-10-07 14:46:18,229 - mmaction - INFO - Epoch [115][400/1413] lr: 3.513e-01, eta: 2 days, 7:32:13, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2639, top5_acc: 0.4923, loss_cls: 3.6421, loss: 3.6421, grad_norm: 1.2026 2020-10-07 14:46:37,808 - mmaction - INFO - Epoch [115][420/1413] lr: 3.513e-01, eta: 2 days, 7:31:52, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2676, top5_acc: 0.5121, loss_cls: 3.5814, loss: 3.5814, grad_norm: 1.1742 2020-10-07 14:46:57,490 - mmaction - INFO - Epoch [115][440/1413] lr: 3.513e-01, eta: 2 days, 7:31:32, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2629, top5_acc: 0.4986, loss_cls: 3.6239, loss: 3.6239, grad_norm: 1.1863 2020-10-07 14:47:17,113 - mmaction - INFO - Epoch [115][460/1413] lr: 3.513e-01, eta: 2 days, 7:31:11, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2633, top5_acc: 0.4923, loss_cls: 3.6200, loss: 3.6200, grad_norm: 1.1924 2020-10-07 14:47:36,684 - mmaction - INFO - Epoch [115][480/1413] lr: 3.513e-01, eta: 2 days, 7:30:50, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2728, top5_acc: 0.5111, loss_cls: 3.5653, loss: 3.5653, grad_norm: 1.1687 2020-10-07 14:47:56,324 - mmaction - INFO - Epoch [115][500/1413] lr: 3.513e-01, eta: 2 days, 7:30:29, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2589, top5_acc: 0.5039, loss_cls: 3.6158, loss: 3.6158, grad_norm: 1.1991 2020-10-07 14:48:15,856 - mmaction - INFO - Epoch [115][520/1413] lr: 3.513e-01, eta: 2 days, 7:30:08, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2615, top5_acc: 0.5030, loss_cls: 3.5838, loss: 3.5838, grad_norm: 1.2028 2020-10-07 14:48:35,445 - mmaction - INFO - Epoch [115][540/1413] lr: 3.513e-01, eta: 2 days, 7:29:48, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2714, top5_acc: 0.5030, loss_cls: 3.6099, loss: 3.6099, grad_norm: 1.1813 2020-10-07 14:48:54,973 - mmaction - INFO - Epoch [115][560/1413] lr: 3.513e-01, eta: 2 days, 7:29:27, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2688, top5_acc: 0.5014, loss_cls: 3.5922, loss: 3.5922, grad_norm: 1.1884 2020-10-07 14:49:14,621 - mmaction - INFO - Epoch [115][580/1413] lr: 3.513e-01, eta: 2 days, 7:29:06, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2639, top5_acc: 0.5039, loss_cls: 3.6270, loss: 3.6270, grad_norm: 1.1979 2020-10-07 14:49:34,172 - mmaction - INFO - Epoch [115][600/1413] lr: 3.513e-01, eta: 2 days, 7:28:45, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2703, top5_acc: 0.4984, loss_cls: 3.5919, loss: 3.5919, grad_norm: 1.1894 2020-10-07 14:49:53,877 - mmaction - INFO - Epoch [115][620/1413] lr: 3.513e-01, eta: 2 days, 7:28:25, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2694, top5_acc: 0.4990, loss_cls: 3.5999, loss: 3.5999, grad_norm: 1.1901 2020-10-07 14:50:13,349 - mmaction - INFO - Epoch [115][640/1413] lr: 3.513e-01, eta: 2 days, 7:28:04, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.2629, top5_acc: 0.4918, loss_cls: 3.6406, loss: 3.6406, grad_norm: 1.1816 2020-10-07 14:50:33,038 - mmaction - INFO - Epoch [115][660/1413] lr: 3.513e-01, eta: 2 days, 7:27:43, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2656, top5_acc: 0.4969, loss_cls: 3.6003, loss: 3.6003, grad_norm: 1.1724 2020-10-07 14:50:52,655 - mmaction - INFO - Epoch [115][680/1413] lr: 3.513e-01, eta: 2 days, 7:27:22, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2833, top5_acc: 0.5152, loss_cls: 3.5283, loss: 3.5283, grad_norm: 1.1865 2020-10-07 14:51:12,230 - mmaction - INFO - Epoch [115][700/1413] lr: 3.513e-01, eta: 2 days, 7:27:02, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2611, top5_acc: 0.5030, loss_cls: 3.6264, loss: 3.6264, grad_norm: 1.2138 2020-10-07 14:51:31,769 - mmaction - INFO - Epoch [115][720/1413] lr: 3.513e-01, eta: 2 days, 7:26:41, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2682, top5_acc: 0.5007, loss_cls: 3.6223, loss: 3.6223, grad_norm: 1.1873 2020-10-07 14:51:51,391 - mmaction - INFO - Epoch [115][740/1413] lr: 3.513e-01, eta: 2 days, 7:26:20, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2693, top5_acc: 0.5020, loss_cls: 3.5852, loss: 3.5852, grad_norm: 1.1705 2020-10-07 14:52:11,047 - mmaction - INFO - Epoch [115][760/1413] lr: 3.513e-01, eta: 2 days, 7:25:59, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2767, top5_acc: 0.5085, loss_cls: 3.5462, loss: 3.5462, grad_norm: 1.1882 2020-10-07 14:52:30,653 - mmaction - INFO - Epoch [115][780/1413] lr: 3.513e-01, eta: 2 days, 7:25:39, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2710, top5_acc: 0.5076, loss_cls: 3.5619, loss: 3.5619, grad_norm: 1.1984 2020-10-07 14:52:50,215 - mmaction - INFO - Epoch [115][800/1413] lr: 3.513e-01, eta: 2 days, 7:25:18, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2689, top5_acc: 0.5044, loss_cls: 3.5763, loss: 3.5763, grad_norm: 1.1898 2020-10-07 14:53:09,898 - mmaction - INFO - Epoch [115][820/1413] lr: 3.513e-01, eta: 2 days, 7:24:57, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2655, top5_acc: 0.5025, loss_cls: 3.6018, loss: 3.6018, grad_norm: 1.2117 2020-10-07 14:53:29,480 - mmaction - INFO - Epoch [115][840/1413] lr: 3.513e-01, eta: 2 days, 7:24:36, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2661, top5_acc: 0.4970, loss_cls: 3.6094, loss: 3.6094, grad_norm: 1.1944 2020-10-07 14:53:49,016 - mmaction - INFO - Epoch [115][860/1413] lr: 3.513e-01, eta: 2 days, 7:24:16, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2691, top5_acc: 0.5020, loss_cls: 3.6186, loss: 3.6186, grad_norm: 1.1874 2020-10-07 14:54:08,636 - mmaction - INFO - Epoch [115][880/1413] lr: 3.513e-01, eta: 2 days, 7:23:55, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2720, top5_acc: 0.5091, loss_cls: 3.5854, loss: 3.5854, grad_norm: 1.1944 2020-10-07 14:54:28,162 - mmaction - INFO - Epoch [115][900/1413] lr: 3.513e-01, eta: 2 days, 7:23:34, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2732, top5_acc: 0.5064, loss_cls: 3.5989, loss: 3.5989, grad_norm: 1.1654 2020-10-07 14:54:47,777 - mmaction - INFO - Epoch [115][920/1413] lr: 3.513e-01, eta: 2 days, 7:23:13, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2714, top5_acc: 0.5051, loss_cls: 3.5788, loss: 3.5788, grad_norm: 1.1960 2020-10-07 14:55:07,428 - mmaction - INFO - Epoch [115][940/1413] lr: 3.513e-01, eta: 2 days, 7:22:53, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2652, top5_acc: 0.4921, loss_cls: 3.6229, loss: 3.6229, grad_norm: 1.1966 2020-10-07 14:55:26,976 - mmaction - INFO - Epoch [115][960/1413] lr: 3.513e-01, eta: 2 days, 7:22:32, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2676, top5_acc: 0.5033, loss_cls: 3.5860, loss: 3.5860, grad_norm: 1.1941 2020-10-07 14:55:46,622 - mmaction - INFO - Epoch [115][980/1413] lr: 3.513e-01, eta: 2 days, 7:22:11, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2691, top5_acc: 0.5018, loss_cls: 3.6163, loss: 3.6163, grad_norm: 1.2071 2020-10-07 14:56:06,264 - mmaction - INFO - Epoch [115][1000/1413] lr: 3.513e-01, eta: 2 days, 7:21:51, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2665, top5_acc: 0.4974, loss_cls: 3.6271, loss: 3.6271, grad_norm: 1.1699 2020-10-07 14:56:25,832 - mmaction - INFO - Epoch [115][1020/1413] lr: 3.513e-01, eta: 2 days, 7:21:30, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2671, top5_acc: 0.5040, loss_cls: 3.5879, loss: 3.5879, grad_norm: 1.1990 2020-10-07 14:56:45,388 - mmaction - INFO - Epoch [115][1040/1413] lr: 3.513e-01, eta: 2 days, 7:21:09, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2766, top5_acc: 0.5005, loss_cls: 3.5928, loss: 3.5928, grad_norm: 1.1873 2020-10-07 14:57:04,887 - mmaction - INFO - Epoch [115][1060/1413] lr: 3.513e-01, eta: 2 days, 7:20:48, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2736, top5_acc: 0.5068, loss_cls: 3.5533, loss: 3.5533, grad_norm: 1.1929 2020-10-07 14:57:24,517 - mmaction - INFO - Epoch [115][1080/1413] lr: 3.513e-01, eta: 2 days, 7:20:27, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2681, top5_acc: 0.5047, loss_cls: 3.5989, loss: 3.5989, grad_norm: 1.1928 2020-10-07 14:57:44,159 - mmaction - INFO - Epoch [115][1100/1413] lr: 3.513e-01, eta: 2 days, 7:20:07, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2645, top5_acc: 0.4987, loss_cls: 3.6044, loss: 3.6044, grad_norm: 1.1880 2020-10-07 14:58:03,845 - mmaction - INFO - Epoch [115][1120/1413] lr: 3.513e-01, eta: 2 days, 7:19:46, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2648, top5_acc: 0.4961, loss_cls: 3.6306, loss: 3.6306, grad_norm: 1.1891 2020-10-07 14:58:23,455 - mmaction - INFO - Epoch [115][1140/1413] lr: 3.513e-01, eta: 2 days, 7:19:25, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2754, top5_acc: 0.5112, loss_cls: 3.5536, loss: 3.5536, grad_norm: 1.1906 2020-10-07 14:58:43,096 - mmaction - INFO - Epoch [115][1160/1413] lr: 3.513e-01, eta: 2 days, 7:19:05, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2736, top5_acc: 0.5082, loss_cls: 3.5810, loss: 3.5810, grad_norm: 1.1864 2020-10-07 14:59:02,780 - mmaction - INFO - Epoch [115][1180/1413] lr: 3.513e-01, eta: 2 days, 7:18:44, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2712, top5_acc: 0.5048, loss_cls: 3.5998, loss: 3.5998, grad_norm: 1.2003 2020-10-07 14:59:22,378 - mmaction - INFO - Epoch [115][1200/1413] lr: 3.513e-01, eta: 2 days, 7:18:23, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2792, top5_acc: 0.5098, loss_cls: 3.5424, loss: 3.5424, grad_norm: 1.1805 2020-10-07 14:59:42,027 - mmaction - INFO - Epoch [115][1220/1413] lr: 3.513e-01, eta: 2 days, 7:18:03, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2612, top5_acc: 0.4995, loss_cls: 3.5970, loss: 3.5970, grad_norm: 1.1963 2020-10-07 15:00:01,632 - mmaction - INFO - Epoch [115][1240/1413] lr: 3.513e-01, eta: 2 days, 7:17:42, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2729, top5_acc: 0.5115, loss_cls: 3.5889, loss: 3.5889, grad_norm: 1.1970 2020-10-07 15:00:21,582 - mmaction - INFO - Epoch [115][1260/1413] lr: 3.513e-01, eta: 2 days, 7:17:22, time: 0.997, data_time: 0.003, memory: 8482, top1_acc: 0.2704, top5_acc: 0.5022, loss_cls: 3.5981, loss: 3.5981, grad_norm: 1.2063 2020-10-07 15:00:41,196 - mmaction - INFO - Epoch [115][1280/1413] lr: 3.513e-01, eta: 2 days, 7:17:01, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2714, top5_acc: 0.5061, loss_cls: 3.5889, loss: 3.5889, grad_norm: 1.1954 2020-10-07 15:01:00,830 - mmaction - INFO - Epoch [115][1300/1413] lr: 3.513e-01, eta: 2 days, 7:16:41, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2646, top5_acc: 0.4917, loss_cls: 3.6549, loss: 3.6549, grad_norm: 1.1700 2020-10-07 15:01:20,403 - mmaction - INFO - Epoch [115][1320/1413] lr: 3.513e-01, eta: 2 days, 7:16:20, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2719, top5_acc: 0.5092, loss_cls: 3.5678, loss: 3.5678, grad_norm: 1.1911 2020-10-07 15:01:39,992 - mmaction - INFO - Epoch [115][1340/1413] lr: 3.513e-01, eta: 2 days, 7:15:59, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2758, top5_acc: 0.5078, loss_cls: 3.5713, loss: 3.5713, grad_norm: 1.1848 2020-10-07 15:01:59,494 - mmaction - INFO - Epoch [115][1360/1413] lr: 3.513e-01, eta: 2 days, 7:15:38, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2654, top5_acc: 0.5039, loss_cls: 3.6029, loss: 3.6029, grad_norm: 1.2079 2020-10-07 15:02:19,000 - mmaction - INFO - Epoch [115][1380/1413] lr: 3.513e-01, eta: 2 days, 7:15:17, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2629, top5_acc: 0.5038, loss_cls: 3.6059, loss: 3.6059, grad_norm: 1.2066 2020-10-07 15:02:38,567 - mmaction - INFO - Epoch [115][1400/1413] lr: 3.513e-01, eta: 2 days, 7:14:56, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2577, top5_acc: 0.4941, loss_cls: 3.6485, loss: 3.6485, grad_norm: 1.1818 2020-10-07 15:03:46,399 - mmaction - INFO - Epoch [116][20/1413] lr: 3.477e-01, eta: 2 days, 7:15:06, time: 2.665, data_time: 1.633, memory: 8482, top1_acc: 0.2689, top5_acc: 0.5034, loss_cls: 3.5956, loss: 3.5956, grad_norm: 1.1990 2020-10-07 15:04:05,777 - mmaction - INFO - Epoch [116][40/1413] lr: 3.477e-01, eta: 2 days, 7:14:45, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.2824, top5_acc: 0.5135, loss_cls: 3.5331, loss: 3.5331, grad_norm: 1.1742 2020-10-07 15:04:25,314 - mmaction - INFO - Epoch [116][60/1413] lr: 3.477e-01, eta: 2 days, 7:14:24, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2885, top5_acc: 0.5180, loss_cls: 3.4962, loss: 3.4962, grad_norm: 1.1776 2020-10-07 15:04:44,862 - mmaction - INFO - Epoch [116][80/1413] lr: 3.477e-01, eta: 2 days, 7:14:03, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2716, top5_acc: 0.5117, loss_cls: 3.5476, loss: 3.5476, grad_norm: 1.1879 2020-10-07 15:05:04,433 - mmaction - INFO - Epoch [116][100/1413] lr: 3.477e-01, eta: 2 days, 7:13:43, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2711, top5_acc: 0.5122, loss_cls: 3.5310, loss: 3.5310, grad_norm: 1.2153 2020-10-07 15:05:23,986 - mmaction - INFO - Epoch [116][120/1413] lr: 3.477e-01, eta: 2 days, 7:13:22, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2792, top5_acc: 0.5092, loss_cls: 3.5581, loss: 3.5581, grad_norm: 1.1832 2020-10-07 15:05:43,772 - mmaction - INFO - Epoch [116][140/1413] lr: 3.477e-01, eta: 2 days, 7:13:01, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.2721, top5_acc: 0.5083, loss_cls: 3.5644, loss: 3.5644, grad_norm: 1.2051 2020-10-07 15:06:03,399 - mmaction - INFO - Epoch [116][160/1413] lr: 3.477e-01, eta: 2 days, 7:12:41, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2732, top5_acc: 0.5089, loss_cls: 3.5695, loss: 3.5695, grad_norm: 1.1967 2020-10-07 15:06:22,947 - mmaction - INFO - Epoch [116][180/1413] lr: 3.477e-01, eta: 2 days, 7:12:20, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2716, top5_acc: 0.5064, loss_cls: 3.5865, loss: 3.5865, grad_norm: 1.2256 2020-10-07 15:06:42,574 - mmaction - INFO - Epoch [116][200/1413] lr: 3.477e-01, eta: 2 days, 7:11:59, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2673, top5_acc: 0.5036, loss_cls: 3.6167, loss: 3.6167, grad_norm: 1.1955 2020-10-07 15:07:02,097 - mmaction - INFO - Epoch [116][220/1413] lr: 3.477e-01, eta: 2 days, 7:11:38, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2771, top5_acc: 0.5107, loss_cls: 3.5468, loss: 3.5468, grad_norm: 1.1775 2020-10-07 15:07:21,672 - mmaction - INFO - Epoch [116][240/1413] lr: 3.477e-01, eta: 2 days, 7:11:17, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2743, top5_acc: 0.5087, loss_cls: 3.5530, loss: 3.5530, grad_norm: 1.1927 2020-10-07 15:07:41,277 - mmaction - INFO - Epoch [116][260/1413] lr: 3.477e-01, eta: 2 days, 7:10:57, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2746, top5_acc: 0.5065, loss_cls: 3.5598, loss: 3.5598, grad_norm: 1.1915 2020-10-07 15:08:00,936 - mmaction - INFO - Epoch [116][280/1413] lr: 3.477e-01, eta: 2 days, 7:10:36, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2652, top5_acc: 0.5059, loss_cls: 3.6050, loss: 3.6050, grad_norm: 1.1987 2020-10-07 15:08:20,445 - mmaction - INFO - Epoch [116][300/1413] lr: 3.477e-01, eta: 2 days, 7:10:15, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2755, top5_acc: 0.5161, loss_cls: 3.5426, loss: 3.5426, grad_norm: 1.1917 2020-10-07 15:08:40,021 - mmaction - INFO - Epoch [116][320/1413] lr: 3.477e-01, eta: 2 days, 7:09:54, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2707, top5_acc: 0.4986, loss_cls: 3.5991, loss: 3.5991, grad_norm: 1.1809 2020-10-07 15:08:59,533 - mmaction - INFO - Epoch [116][340/1413] lr: 3.477e-01, eta: 2 days, 7:09:33, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2701, top5_acc: 0.5047, loss_cls: 3.5898, loss: 3.5898, grad_norm: 1.1955 2020-10-07 15:09:19,169 - mmaction - INFO - Epoch [116][360/1413] lr: 3.477e-01, eta: 2 days, 7:09:13, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2620, top5_acc: 0.4921, loss_cls: 3.6351, loss: 3.6351, grad_norm: 1.1871 2020-10-07 15:09:38,701 - mmaction - INFO - Epoch [116][380/1413] lr: 3.477e-01, eta: 2 days, 7:08:52, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2799, top5_acc: 0.5091, loss_cls: 3.5622, loss: 3.5622, grad_norm: 1.1832 2020-10-07 15:09:58,311 - mmaction - INFO - Epoch [116][400/1413] lr: 3.477e-01, eta: 2 days, 7:08:31, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2779, top5_acc: 0.5085, loss_cls: 3.5492, loss: 3.5492, grad_norm: 1.1828 2020-10-07 15:10:17,877 - mmaction - INFO - Epoch [116][420/1413] lr: 3.477e-01, eta: 2 days, 7:08:10, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2746, top5_acc: 0.5059, loss_cls: 3.5598, loss: 3.5598, grad_norm: 1.1950 2020-10-07 15:10:37,560 - mmaction - INFO - Epoch [116][440/1413] lr: 3.477e-01, eta: 2 days, 7:07:50, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2638, top5_acc: 0.5010, loss_cls: 3.6098, loss: 3.6098, grad_norm: 1.1951 2020-10-07 15:10:57,070 - mmaction - INFO - Epoch [116][460/1413] lr: 3.477e-01, eta: 2 days, 7:07:29, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2757, top5_acc: 0.5072, loss_cls: 3.5676, loss: 3.5676, grad_norm: 1.1822 2020-10-07 15:11:16,810 - mmaction - INFO - Epoch [116][480/1413] lr: 3.477e-01, eta: 2 days, 7:07:08, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2792, top5_acc: 0.5089, loss_cls: 3.5861, loss: 3.5861, grad_norm: 1.2047 2020-10-07 15:11:36,424 - mmaction - INFO - Epoch [116][500/1413] lr: 3.477e-01, eta: 2 days, 7:06:48, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2669, top5_acc: 0.5013, loss_cls: 3.6237, loss: 3.6237, grad_norm: 1.1854 2020-10-07 15:11:55,959 - mmaction - INFO - Epoch [116][520/1413] lr: 3.477e-01, eta: 2 days, 7:06:27, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2656, top5_acc: 0.4990, loss_cls: 3.6138, loss: 3.6138, grad_norm: 1.1849 2020-10-07 15:12:15,571 - mmaction - INFO - Epoch [116][540/1413] lr: 3.477e-01, eta: 2 days, 7:06:06, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2723, top5_acc: 0.4987, loss_cls: 3.5998, loss: 3.5998, grad_norm: 1.2102 2020-10-07 15:12:35,221 - mmaction - INFO - Epoch [116][560/1413] lr: 3.477e-01, eta: 2 days, 7:05:46, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2685, top5_acc: 0.5038, loss_cls: 3.5956, loss: 3.5956, grad_norm: 1.2152 2020-10-07 15:12:54,836 - mmaction - INFO - Epoch [116][580/1413] lr: 3.477e-01, eta: 2 days, 7:05:25, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2753, top5_acc: 0.5066, loss_cls: 3.5606, loss: 3.5606, grad_norm: 1.1916 2020-10-07 15:13:14,387 - mmaction - INFO - Epoch [116][600/1413] lr: 3.477e-01, eta: 2 days, 7:05:04, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2687, top5_acc: 0.5039, loss_cls: 3.5788, loss: 3.5788, grad_norm: 1.2012 2020-10-07 15:13:33,932 - mmaction - INFO - Epoch [116][620/1413] lr: 3.477e-01, eta: 2 days, 7:04:43, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2729, top5_acc: 0.5049, loss_cls: 3.5871, loss: 3.5871, grad_norm: 1.1980 2020-10-07 15:13:53,602 - mmaction - INFO - Epoch [116][640/1413] lr: 3.477e-01, eta: 2 days, 7:04:23, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2704, top5_acc: 0.5103, loss_cls: 3.5676, loss: 3.5676, grad_norm: 1.1866 2020-10-07 15:14:13,254 - mmaction - INFO - Epoch [116][660/1413] lr: 3.477e-01, eta: 2 days, 7:04:02, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2690, top5_acc: 0.5036, loss_cls: 3.5935, loss: 3.5935, grad_norm: 1.1917 2020-10-07 15:14:32,891 - mmaction - INFO - Epoch [116][680/1413] lr: 3.477e-01, eta: 2 days, 7:03:41, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2655, top5_acc: 0.4887, loss_cls: 3.6545, loss: 3.6545, grad_norm: 1.1861 2020-10-07 15:14:52,466 - mmaction - INFO - Epoch [116][700/1413] lr: 3.477e-01, eta: 2 days, 7:03:20, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2730, top5_acc: 0.5086, loss_cls: 3.5419, loss: 3.5419, grad_norm: 1.1922 2020-10-07 15:15:12,029 - mmaction - INFO - Epoch [116][720/1413] lr: 3.477e-01, eta: 2 days, 7:03:00, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2685, top5_acc: 0.4984, loss_cls: 3.5979, loss: 3.5979, grad_norm: 1.1955 2020-10-07 15:15:31,732 - mmaction - INFO - Epoch [116][740/1413] lr: 3.477e-01, eta: 2 days, 7:02:39, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2723, top5_acc: 0.5055, loss_cls: 3.5852, loss: 3.5852, grad_norm: 1.1949 2020-10-07 15:15:51,341 - mmaction - INFO - Epoch [116][760/1413] lr: 3.477e-01, eta: 2 days, 7:02:18, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2647, top5_acc: 0.5014, loss_cls: 3.6270, loss: 3.6270, grad_norm: 1.1969 2020-10-07 15:16:10,917 - mmaction - INFO - Epoch [116][780/1413] lr: 3.477e-01, eta: 2 days, 7:01:58, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2647, top5_acc: 0.4974, loss_cls: 3.6007, loss: 3.6007, grad_norm: 1.1938 2020-10-07 15:16:30,480 - mmaction - INFO - Epoch [116][800/1413] lr: 3.477e-01, eta: 2 days, 7:01:37, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2703, top5_acc: 0.5039, loss_cls: 3.5912, loss: 3.5912, grad_norm: 1.1845 2020-10-07 15:16:50,006 - mmaction - INFO - Epoch [116][820/1413] lr: 3.477e-01, eta: 2 days, 7:01:16, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2743, top5_acc: 0.5079, loss_cls: 3.5578, loss: 3.5578, grad_norm: 1.1802 2020-10-07 15:17:09,651 - mmaction - INFO - Epoch [116][840/1413] lr: 3.477e-01, eta: 2 days, 7:00:55, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2736, top5_acc: 0.5099, loss_cls: 3.5827, loss: 3.5827, grad_norm: 1.2053 2020-10-07 15:17:29,164 - mmaction - INFO - Epoch [116][860/1413] lr: 3.477e-01, eta: 2 days, 7:00:34, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2643, top5_acc: 0.4991, loss_cls: 3.6381, loss: 3.6381, grad_norm: 1.1897 2020-10-07 15:17:48,754 - mmaction - INFO - Epoch [116][880/1413] lr: 3.477e-01, eta: 2 days, 7:00:14, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2669, top5_acc: 0.5038, loss_cls: 3.6012, loss: 3.6012, grad_norm: 1.2040 2020-10-07 15:18:08,328 - mmaction - INFO - Epoch [116][900/1413] lr: 3.477e-01, eta: 2 days, 6:59:53, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2600, top5_acc: 0.4924, loss_cls: 3.6605, loss: 3.6605, grad_norm: 1.1938 2020-10-07 15:18:27,911 - mmaction - INFO - Epoch [116][920/1413] lr: 3.477e-01, eta: 2 days, 6:59:32, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2742, top5_acc: 0.5111, loss_cls: 3.5839, loss: 3.5839, grad_norm: 1.1787 2020-10-07 15:18:47,425 - mmaction - INFO - Epoch [116][940/1413] lr: 3.477e-01, eta: 2 days, 6:59:11, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2865, top5_acc: 0.5147, loss_cls: 3.4957, loss: 3.4957, grad_norm: 1.1954 2020-10-07 15:19:06,964 - mmaction - INFO - Epoch [116][960/1413] lr: 3.477e-01, eta: 2 days, 6:58:50, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2708, top5_acc: 0.5081, loss_cls: 3.5800, loss: 3.5800, grad_norm: 1.1917 2020-10-07 15:19:26,496 - mmaction - INFO - Epoch [116][980/1413] lr: 3.477e-01, eta: 2 days, 6:58:30, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2529, top5_acc: 0.4901, loss_cls: 3.6660, loss: 3.6660, grad_norm: 1.2202 2020-10-07 15:19:46,255 - mmaction - INFO - Epoch [116][1000/1413] lr: 3.477e-01, eta: 2 days, 6:58:09, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2742, top5_acc: 0.5185, loss_cls: 3.5371, loss: 3.5371, grad_norm: 1.2080 2020-10-07 15:20:05,877 - mmaction - INFO - Epoch [116][1020/1413] lr: 3.477e-01, eta: 2 days, 6:57:48, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2688, top5_acc: 0.4982, loss_cls: 3.6115, loss: 3.6115, grad_norm: 1.1795 2020-10-07 15:20:25,463 - mmaction - INFO - Epoch [116][1040/1413] lr: 3.477e-01, eta: 2 days, 6:57:28, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2669, top5_acc: 0.5107, loss_cls: 3.5963, loss: 3.5963, grad_norm: 1.1703 2020-10-07 15:20:45,078 - mmaction - INFO - Epoch [116][1060/1413] lr: 3.477e-01, eta: 2 days, 6:57:07, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2660, top5_acc: 0.4888, loss_cls: 3.6425, loss: 3.6425, grad_norm: 1.1665 2020-10-07 15:21:04,725 - mmaction - INFO - Epoch [116][1080/1413] lr: 3.477e-01, eta: 2 days, 6:56:46, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2655, top5_acc: 0.4943, loss_cls: 3.6346, loss: 3.6346, grad_norm: 1.1874 2020-10-07 15:21:24,309 - mmaction - INFO - Epoch [116][1100/1413] lr: 3.477e-01, eta: 2 days, 6:56:26, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2741, top5_acc: 0.4991, loss_cls: 3.6111, loss: 3.6111, grad_norm: 1.2119 2020-10-07 15:21:43,947 - mmaction - INFO - Epoch [116][1120/1413] lr: 3.477e-01, eta: 2 days, 6:56:05, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2639, top5_acc: 0.4882, loss_cls: 3.6463, loss: 3.6463, grad_norm: 1.2112 2020-10-07 15:22:03,551 - mmaction - INFO - Epoch [116][1140/1413] lr: 3.477e-01, eta: 2 days, 6:55:44, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2698, top5_acc: 0.4944, loss_cls: 3.6172, loss: 3.6172, grad_norm: 1.1615 2020-10-07 15:22:23,109 - mmaction - INFO - Epoch [116][1160/1413] lr: 3.477e-01, eta: 2 days, 6:55:24, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2799, top5_acc: 0.5087, loss_cls: 3.5757, loss: 3.5757, grad_norm: 1.1848 2020-10-07 15:22:42,758 - mmaction - INFO - Epoch [116][1180/1413] lr: 3.477e-01, eta: 2 days, 6:55:03, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2751, top5_acc: 0.5112, loss_cls: 3.5659, loss: 3.5659, grad_norm: 1.1718 2020-10-07 15:23:02,409 - mmaction - INFO - Epoch [116][1200/1413] lr: 3.477e-01, eta: 2 days, 6:54:42, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2689, top5_acc: 0.4921, loss_cls: 3.6634, loss: 3.6634, grad_norm: 1.1921 2020-10-07 15:23:21,950 - mmaction - INFO - Epoch [116][1220/1413] lr: 3.477e-01, eta: 2 days, 6:54:21, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2704, top5_acc: 0.5003, loss_cls: 3.5933, loss: 3.5933, grad_norm: 1.1693 2020-10-07 15:23:41,437 - mmaction - INFO - Epoch [116][1240/1413] lr: 3.477e-01, eta: 2 days, 6:54:01, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2780, top5_acc: 0.5150, loss_cls: 3.5602, loss: 3.5602, grad_norm: 1.2089 2020-10-07 15:24:01,020 - mmaction - INFO - Epoch [116][1260/1413] lr: 3.477e-01, eta: 2 days, 6:53:40, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2770, top5_acc: 0.5117, loss_cls: 3.5212, loss: 3.5212, grad_norm: 1.2091 2020-10-07 15:24:20,532 - mmaction - INFO - Epoch [116][1280/1413] lr: 3.477e-01, eta: 2 days, 6:53:19, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2728, top5_acc: 0.5089, loss_cls: 3.5645, loss: 3.5645, grad_norm: 1.2119 2020-10-07 15:24:40,112 - mmaction - INFO - Epoch [116][1300/1413] lr: 3.477e-01, eta: 2 days, 6:52:58, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2740, top5_acc: 0.5035, loss_cls: 3.5730, loss: 3.5730, grad_norm: 1.2027 2020-10-07 15:24:59,720 - mmaction - INFO - Epoch [116][1320/1413] lr: 3.477e-01, eta: 2 days, 6:52:37, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2681, top5_acc: 0.5042, loss_cls: 3.6027, loss: 3.6027, grad_norm: 1.1757 2020-10-07 15:25:19,306 - mmaction - INFO - Epoch [116][1340/1413] lr: 3.477e-01, eta: 2 days, 6:52:17, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2698, top5_acc: 0.5065, loss_cls: 3.5879, loss: 3.5879, grad_norm: 1.1833 2020-10-07 15:25:38,909 - mmaction - INFO - Epoch [116][1360/1413] lr: 3.477e-01, eta: 2 days, 6:51:56, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2727, top5_acc: 0.5086, loss_cls: 3.5792, loss: 3.5792, grad_norm: 1.1949 2020-10-07 15:25:58,549 - mmaction - INFO - Epoch [116][1380/1413] lr: 3.477e-01, eta: 2 days, 6:51:35, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2630, top5_acc: 0.5036, loss_cls: 3.6014, loss: 3.6014, grad_norm: 1.1968 2020-10-07 15:26:18,179 - mmaction - INFO - Epoch [116][1400/1413] lr: 3.477e-01, eta: 2 days, 6:51:15, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2665, top5_acc: 0.5010, loss_cls: 3.6133, loss: 3.6133, grad_norm: 1.2087 2020-10-07 15:27:21,501 - mmaction - INFO - Epoch [117][20/1413] lr: 3.440e-01, eta: 2 days, 6:51:17, time: 2.506, data_time: 1.469, memory: 8482, top1_acc: 0.2745, top5_acc: 0.5129, loss_cls: 3.5697, loss: 3.5697, grad_norm: 1.1996 2020-10-07 15:27:40,890 - mmaction - INFO - Epoch [117][40/1413] lr: 3.440e-01, eta: 2 days, 6:50:56, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.2802, top5_acc: 0.5116, loss_cls: 3.5259, loss: 3.5259, grad_norm: 1.2017 2020-10-07 15:28:00,348 - mmaction - INFO - Epoch [117][60/1413] lr: 3.440e-01, eta: 2 days, 6:50:35, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.2706, top5_acc: 0.5116, loss_cls: 3.5562, loss: 3.5562, grad_norm: 1.2023 2020-10-07 15:28:19,920 - mmaction - INFO - Epoch [117][80/1413] lr: 3.440e-01, eta: 2 days, 6:50:14, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2766, top5_acc: 0.5049, loss_cls: 3.5760, loss: 3.5760, grad_norm: 1.2077 2020-10-07 15:28:39,459 - mmaction - INFO - Epoch [117][100/1413] lr: 3.440e-01, eta: 2 days, 6:49:53, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2618, top5_acc: 0.4990, loss_cls: 3.6172, loss: 3.6172, grad_norm: 1.2034 2020-10-07 15:28:59,101 - mmaction - INFO - Epoch [117][120/1413] lr: 3.440e-01, eta: 2 days, 6:49:33, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2714, top5_acc: 0.5052, loss_cls: 3.5883, loss: 3.5883, grad_norm: 1.1790 2020-10-07 15:29:18,734 - mmaction - INFO - Epoch [117][140/1413] lr: 3.440e-01, eta: 2 days, 6:49:12, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2835, top5_acc: 0.5229, loss_cls: 3.5033, loss: 3.5033, grad_norm: 1.2035 2020-10-07 15:29:38,216 - mmaction - INFO - Epoch [117][160/1413] lr: 3.440e-01, eta: 2 days, 6:48:51, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2792, top5_acc: 0.5126, loss_cls: 3.5492, loss: 3.5492, grad_norm: 1.1921 2020-10-07 15:29:57,771 - mmaction - INFO - Epoch [117][180/1413] lr: 3.440e-01, eta: 2 days, 6:48:30, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2704, top5_acc: 0.5069, loss_cls: 3.5939, loss: 3.5939, grad_norm: 1.2072 2020-10-07 15:30:16,632 - mmaction - INFO - Epoch [117][200/1413] lr: 3.440e-01, eta: 2 days, 6:48:08, time: 0.942, data_time: 0.001, memory: 8482, top1_acc: 0.2814, top5_acc: 0.5164, loss_cls: 3.5511, loss: 3.5511, grad_norm: 1.1797 2020-10-07 15:30:36,271 - mmaction - INFO - Epoch [117][220/1413] lr: 3.440e-01, eta: 2 days, 6:47:47, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2694, top5_acc: 0.5044, loss_cls: 3.5614, loss: 3.5614, grad_norm: 1.2000 2020-10-07 15:30:55,886 - mmaction - INFO - Epoch [117][240/1413] lr: 3.440e-01, eta: 2 days, 6:47:27, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2777, top5_acc: 0.5104, loss_cls: 3.5224, loss: 3.5224, grad_norm: 1.1821 2020-10-07 15:31:15,421 - mmaction - INFO - Epoch [117][260/1413] lr: 3.440e-01, eta: 2 days, 6:47:06, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2773, top5_acc: 0.5069, loss_cls: 3.5355, loss: 3.5355, grad_norm: 1.1950 2020-10-07 15:31:35,055 - mmaction - INFO - Epoch [117][280/1413] lr: 3.440e-01, eta: 2 days, 6:46:45, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2695, top5_acc: 0.5066, loss_cls: 3.5790, loss: 3.5790, grad_norm: 1.2064 2020-10-07 15:31:54,694 - mmaction - INFO - Epoch [117][300/1413] lr: 3.440e-01, eta: 2 days, 6:46:24, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2836, top5_acc: 0.5181, loss_cls: 3.5079, loss: 3.5079, grad_norm: 1.1924 2020-10-07 15:32:14,291 - mmaction - INFO - Epoch [117][320/1413] lr: 3.440e-01, eta: 2 days, 6:46:04, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2655, top5_acc: 0.4978, loss_cls: 3.6300, loss: 3.6300, grad_norm: 1.2118 2020-10-07 15:32:33,856 - mmaction - INFO - Epoch [117][340/1413] lr: 3.440e-01, eta: 2 days, 6:45:43, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2720, top5_acc: 0.5018, loss_cls: 3.5902, loss: 3.5902, grad_norm: 1.1959 2020-10-07 15:32:53,543 - mmaction - INFO - Epoch [117][360/1413] lr: 3.440e-01, eta: 2 days, 6:45:22, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2712, top5_acc: 0.5102, loss_cls: 3.5764, loss: 3.5764, grad_norm: 1.2225 2020-10-07 15:33:13,081 - mmaction - INFO - Epoch [117][380/1413] lr: 3.440e-01, eta: 2 days, 6:45:02, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2746, top5_acc: 0.5117, loss_cls: 3.5560, loss: 3.5560, grad_norm: 1.1777 2020-10-07 15:33:32,711 - mmaction - INFO - Epoch [117][400/1413] lr: 3.440e-01, eta: 2 days, 6:44:41, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2708, top5_acc: 0.5025, loss_cls: 3.5908, loss: 3.5908, grad_norm: 1.1829 2020-10-07 15:33:52,259 - mmaction - INFO - Epoch [117][420/1413] lr: 3.440e-01, eta: 2 days, 6:44:20, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2654, top5_acc: 0.4947, loss_cls: 3.6211, loss: 3.6211, grad_norm: 1.2076 2020-10-07 15:34:11,892 - mmaction - INFO - Epoch [117][440/1413] lr: 3.440e-01, eta: 2 days, 6:43:59, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2792, top5_acc: 0.5107, loss_cls: 3.5453, loss: 3.5453, grad_norm: 1.2188 2020-10-07 15:34:31,472 - mmaction - INFO - Epoch [117][460/1413] lr: 3.440e-01, eta: 2 days, 6:43:39, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2734, top5_acc: 0.5052, loss_cls: 3.5758, loss: 3.5758, grad_norm: 1.1920 2020-10-07 15:34:50,966 - mmaction - INFO - Epoch [117][480/1413] lr: 3.440e-01, eta: 2 days, 6:43:18, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2781, top5_acc: 0.5130, loss_cls: 3.5303, loss: 3.5303, grad_norm: 1.2099 2020-10-07 15:35:10,670 - mmaction - INFO - Epoch [117][500/1413] lr: 3.440e-01, eta: 2 days, 6:42:57, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2777, top5_acc: 0.5051, loss_cls: 3.5645, loss: 3.5645, grad_norm: 1.2150 2020-10-07 15:35:30,201 - mmaction - INFO - Epoch [117][520/1413] lr: 3.440e-01, eta: 2 days, 6:42:36, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2671, top5_acc: 0.5066, loss_cls: 3.5780, loss: 3.5780, grad_norm: 1.1915 2020-10-07 15:35:49,787 - mmaction - INFO - Epoch [117][540/1413] lr: 3.440e-01, eta: 2 days, 6:42:16, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2767, top5_acc: 0.5133, loss_cls: 3.5566, loss: 3.5566, grad_norm: 1.1844 2020-10-07 15:36:09,323 - mmaction - INFO - Epoch [117][560/1413] lr: 3.440e-01, eta: 2 days, 6:41:55, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2736, top5_acc: 0.5044, loss_cls: 3.5701, loss: 3.5701, grad_norm: 1.1950 2020-10-07 15:36:29,016 - mmaction - INFO - Epoch [117][580/1413] lr: 3.440e-01, eta: 2 days, 6:41:34, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2716, top5_acc: 0.5086, loss_cls: 3.5726, loss: 3.5726, grad_norm: 1.2166 2020-10-07 15:36:48,706 - mmaction - INFO - Epoch [117][600/1413] lr: 3.440e-01, eta: 2 days, 6:41:14, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2674, top5_acc: 0.5000, loss_cls: 3.6117, loss: 3.6117, grad_norm: 1.1949 2020-10-07 15:37:08,366 - mmaction - INFO - Epoch [117][620/1413] lr: 3.440e-01, eta: 2 days, 6:40:53, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2732, top5_acc: 0.5072, loss_cls: 3.5737, loss: 3.5737, grad_norm: 1.2048 2020-10-07 15:37:27,974 - mmaction - INFO - Epoch [117][640/1413] lr: 3.440e-01, eta: 2 days, 6:40:33, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2676, top5_acc: 0.4918, loss_cls: 3.6214, loss: 3.6214, grad_norm: 1.1781 2020-10-07 15:37:47,611 - mmaction - INFO - Epoch [117][660/1413] lr: 3.440e-01, eta: 2 days, 6:40:12, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2647, top5_acc: 0.5042, loss_cls: 3.5956, loss: 3.5956, grad_norm: 1.2016 2020-10-07 15:38:07,127 - mmaction - INFO - Epoch [117][680/1413] lr: 3.440e-01, eta: 2 days, 6:39:51, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2648, top5_acc: 0.4923, loss_cls: 3.6473, loss: 3.6473, grad_norm: 1.1954 2020-10-07 15:38:26,820 - mmaction - INFO - Epoch [117][700/1413] lr: 3.440e-01, eta: 2 days, 6:39:30, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2660, top5_acc: 0.5033, loss_cls: 3.5683, loss: 3.5683, grad_norm: 1.1950 2020-10-07 15:38:46,401 - mmaction - INFO - Epoch [117][720/1413] lr: 3.440e-01, eta: 2 days, 6:39:10, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2701, top5_acc: 0.5007, loss_cls: 3.6028, loss: 3.6028, grad_norm: 1.1935 2020-10-07 15:39:05,958 - mmaction - INFO - Epoch [117][740/1413] lr: 3.440e-01, eta: 2 days, 6:38:49, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2598, top5_acc: 0.4978, loss_cls: 3.6260, loss: 3.6260, grad_norm: 1.1998 2020-10-07 15:39:25,476 - mmaction - INFO - Epoch [117][760/1413] lr: 3.440e-01, eta: 2 days, 6:38:28, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2687, top5_acc: 0.5070, loss_cls: 3.5789, loss: 3.5789, grad_norm: 1.1772 2020-10-07 15:39:45,120 - mmaction - INFO - Epoch [117][780/1413] lr: 3.440e-01, eta: 2 days, 6:38:07, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2652, top5_acc: 0.4973, loss_cls: 3.6166, loss: 3.6166, grad_norm: 1.1926 2020-10-07 15:40:04,729 - mmaction - INFO - Epoch [117][800/1413] lr: 3.440e-01, eta: 2 days, 6:37:47, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2681, top5_acc: 0.5036, loss_cls: 3.5822, loss: 3.5822, grad_norm: 1.1983 2020-10-07 15:40:24,440 - mmaction - INFO - Epoch [117][820/1413] lr: 3.440e-01, eta: 2 days, 6:37:26, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2715, top5_acc: 0.5099, loss_cls: 3.5567, loss: 3.5567, grad_norm: 1.2097 2020-10-07 15:40:44,058 - mmaction - INFO - Epoch [117][840/1413] lr: 3.440e-01, eta: 2 days, 6:37:06, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2790, top5_acc: 0.5100, loss_cls: 3.5585, loss: 3.5585, grad_norm: 1.1864 2020-10-07 15:41:03,741 - mmaction - INFO - Epoch [117][860/1413] lr: 3.440e-01, eta: 2 days, 6:36:45, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2758, top5_acc: 0.5100, loss_cls: 3.5563, loss: 3.5563, grad_norm: 1.1868 2020-10-07 15:41:23,392 - mmaction - INFO - Epoch [117][880/1413] lr: 3.440e-01, eta: 2 days, 6:36:25, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2678, top5_acc: 0.5070, loss_cls: 3.5909, loss: 3.5909, grad_norm: 1.2191 2020-10-07 15:41:42,963 - mmaction - INFO - Epoch [117][900/1413] lr: 3.440e-01, eta: 2 days, 6:36:04, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2655, top5_acc: 0.5005, loss_cls: 3.6276, loss: 3.6276, grad_norm: 1.2041 2020-10-07 15:42:02,559 - mmaction - INFO - Epoch [117][920/1413] lr: 3.440e-01, eta: 2 days, 6:35:43, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2809, top5_acc: 0.5043, loss_cls: 3.5829, loss: 3.5829, grad_norm: 1.1939 2020-10-07 15:42:22,152 - mmaction - INFO - Epoch [117][940/1413] lr: 3.440e-01, eta: 2 days, 6:35:22, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2686, top5_acc: 0.4957, loss_cls: 3.6259, loss: 3.6259, grad_norm: 1.2043 2020-10-07 15:42:41,695 - mmaction - INFO - Epoch [117][960/1413] lr: 3.440e-01, eta: 2 days, 6:35:01, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2716, top5_acc: 0.5138, loss_cls: 3.5444, loss: 3.5444, grad_norm: 1.1925 2020-10-07 15:43:01,404 - mmaction - INFO - Epoch [117][980/1413] lr: 3.440e-01, eta: 2 days, 6:34:41, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2773, top5_acc: 0.5141, loss_cls: 3.5166, loss: 3.5166, grad_norm: 1.2273 2020-10-07 15:43:21,106 - mmaction - INFO - Epoch [117][1000/1413] lr: 3.440e-01, eta: 2 days, 6:34:21, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2743, top5_acc: 0.5005, loss_cls: 3.5929, loss: 3.5929, grad_norm: 1.1914 2020-10-07 15:43:40,758 - mmaction - INFO - Epoch [117][1020/1413] lr: 3.440e-01, eta: 2 days, 6:34:00, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2719, top5_acc: 0.5113, loss_cls: 3.5495, loss: 3.5495, grad_norm: 1.1793 2020-10-07 15:44:00,436 - mmaction - INFO - Epoch [117][1040/1413] lr: 3.440e-01, eta: 2 days, 6:33:39, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2651, top5_acc: 0.4965, loss_cls: 3.6095, loss: 3.6095, grad_norm: 1.2135 2020-10-07 15:44:20,128 - mmaction - INFO - Epoch [117][1060/1413] lr: 3.440e-01, eta: 2 days, 6:33:19, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2695, top5_acc: 0.5036, loss_cls: 3.5854, loss: 3.5854, grad_norm: 1.1840 2020-10-07 15:44:39,698 - mmaction - INFO - Epoch [117][1080/1413] lr: 3.440e-01, eta: 2 days, 6:32:58, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2690, top5_acc: 0.5128, loss_cls: 3.5631, loss: 3.5631, grad_norm: 1.2058 2020-10-07 15:44:59,330 - mmaction - INFO - Epoch [117][1100/1413] lr: 3.440e-01, eta: 2 days, 6:32:37, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2740, top5_acc: 0.5066, loss_cls: 3.5926, loss: 3.5926, grad_norm: 1.1923 2020-10-07 15:45:18,901 - mmaction - INFO - Epoch [117][1120/1413] lr: 3.440e-01, eta: 2 days, 6:32:17, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2707, top5_acc: 0.5055, loss_cls: 3.6016, loss: 3.6016, grad_norm: 1.2172 2020-10-07 15:45:38,418 - mmaction - INFO - Epoch [117][1140/1413] lr: 3.440e-01, eta: 2 days, 6:31:56, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2702, top5_acc: 0.5043, loss_cls: 3.5833, loss: 3.5833, grad_norm: 1.1904 2020-10-07 15:45:58,007 - mmaction - INFO - Epoch [117][1160/1413] lr: 3.440e-01, eta: 2 days, 6:31:35, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2759, top5_acc: 0.5154, loss_cls: 3.5615, loss: 3.5615, grad_norm: 1.1830 2020-10-07 15:46:17,668 - mmaction - INFO - Epoch [117][1180/1413] lr: 3.440e-01, eta: 2 days, 6:31:15, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2711, top5_acc: 0.5027, loss_cls: 3.6247, loss: 3.6247, grad_norm: 1.2104 2020-10-07 15:46:37,406 - mmaction - INFO - Epoch [117][1200/1413] lr: 3.440e-01, eta: 2 days, 6:30:54, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2699, top5_acc: 0.5085, loss_cls: 3.5581, loss: 3.5581, grad_norm: 1.2055 2020-10-07 15:46:57,018 - mmaction - INFO - Epoch [117][1220/1413] lr: 3.440e-01, eta: 2 days, 6:30:33, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2697, top5_acc: 0.5062, loss_cls: 3.5950, loss: 3.5950, grad_norm: 1.1922 2020-10-07 15:47:16,634 - mmaction - INFO - Epoch [117][1240/1413] lr: 3.440e-01, eta: 2 days, 6:30:13, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2688, top5_acc: 0.5081, loss_cls: 3.5943, loss: 3.5943, grad_norm: 1.2028 2020-10-07 15:47:36,162 - mmaction - INFO - Epoch [117][1260/1413] lr: 3.440e-01, eta: 2 days, 6:29:52, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2717, top5_acc: 0.5107, loss_cls: 3.5703, loss: 3.5703, grad_norm: 1.1951 2020-10-07 15:47:55,866 - mmaction - INFO - Epoch [117][1280/1413] lr: 3.440e-01, eta: 2 days, 6:29:31, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2715, top5_acc: 0.5096, loss_cls: 3.5859, loss: 3.5859, grad_norm: 1.1966 2020-10-07 15:48:15,468 - mmaction - INFO - Epoch [117][1300/1413] lr: 3.440e-01, eta: 2 days, 6:29:11, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2711, top5_acc: 0.5108, loss_cls: 3.5671, loss: 3.5671, grad_norm: 1.1887 2020-10-07 15:48:35,026 - mmaction - INFO - Epoch [117][1320/1413] lr: 3.440e-01, eta: 2 days, 6:28:50, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2681, top5_acc: 0.5039, loss_cls: 3.5924, loss: 3.5924, grad_norm: 1.2196 2020-10-07 15:48:54,690 - mmaction - INFO - Epoch [117][1340/1413] lr: 3.440e-01, eta: 2 days, 6:28:29, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2677, top5_acc: 0.5046, loss_cls: 3.6250, loss: 3.6250, grad_norm: 1.2000 2020-10-07 15:49:14,295 - mmaction - INFO - Epoch [117][1360/1413] lr: 3.440e-01, eta: 2 days, 6:28:09, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2669, top5_acc: 0.5047, loss_cls: 3.6095, loss: 3.6095, grad_norm: 1.1876 2020-10-07 15:49:33,853 - mmaction - INFO - Epoch [117][1380/1413] lr: 3.440e-01, eta: 2 days, 6:27:48, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2652, top5_acc: 0.5003, loss_cls: 3.6187, loss: 3.6187, grad_norm: 1.2081 2020-10-07 15:49:53,376 - mmaction - INFO - Epoch [117][1400/1413] lr: 3.440e-01, eta: 2 days, 6:27:27, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2624, top5_acc: 0.5014, loss_cls: 3.6036, loss: 3.6036, grad_norm: 1.2035 2020-10-07 15:50:57,694 - mmaction - INFO - Epoch [118][20/1413] lr: 3.404e-01, eta: 2 days, 6:27:31, time: 2.555, data_time: 1.542, memory: 8482, top1_acc: 0.2749, top5_acc: 0.5046, loss_cls: 3.5674, loss: 3.5674, grad_norm: 1.2004 2020-10-07 15:51:17,129 - mmaction - INFO - Epoch [118][40/1413] lr: 3.404e-01, eta: 2 days, 6:27:10, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.2694, top5_acc: 0.5111, loss_cls: 3.5672, loss: 3.5672, grad_norm: 1.1923 2020-10-07 15:51:36,710 - mmaction - INFO - Epoch [118][60/1413] lr: 3.404e-01, eta: 2 days, 6:26:49, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2665, top5_acc: 0.5091, loss_cls: 3.5590, loss: 3.5590, grad_norm: 1.2100 2020-10-07 15:51:56,347 - mmaction - INFO - Epoch [118][80/1413] lr: 3.404e-01, eta: 2 days, 6:26:28, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2704, top5_acc: 0.5027, loss_cls: 3.6121, loss: 3.6121, grad_norm: 1.2068 2020-10-07 15:52:16,024 - mmaction - INFO - Epoch [118][100/1413] lr: 3.404e-01, eta: 2 days, 6:26:08, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2721, top5_acc: 0.5070, loss_cls: 3.5656, loss: 3.5656, grad_norm: 1.2098 2020-10-07 15:52:35,597 - mmaction - INFO - Epoch [118][120/1413] lr: 3.404e-01, eta: 2 days, 6:25:47, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2796, top5_acc: 0.5197, loss_cls: 3.5103, loss: 3.5103, grad_norm: 1.2128 2020-10-07 15:52:55,160 - mmaction - INFO - Epoch [118][140/1413] lr: 3.404e-01, eta: 2 days, 6:25:26, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2783, top5_acc: 0.5146, loss_cls: 3.5440, loss: 3.5440, grad_norm: 1.2144 2020-10-07 15:53:14,792 - mmaction - INFO - Epoch [118][160/1413] lr: 3.404e-01, eta: 2 days, 6:25:06, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2685, top5_acc: 0.5066, loss_cls: 3.5802, loss: 3.5802, grad_norm: 1.2215 2020-10-07 15:53:34,368 - mmaction - INFO - Epoch [118][180/1413] lr: 3.404e-01, eta: 2 days, 6:24:45, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2788, top5_acc: 0.5072, loss_cls: 3.5327, loss: 3.5327, grad_norm: 1.2109 2020-10-07 15:53:53,944 - mmaction - INFO - Epoch [118][200/1413] lr: 3.404e-01, eta: 2 days, 6:24:24, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2767, top5_acc: 0.5129, loss_cls: 3.5329, loss: 3.5329, grad_norm: 1.1828 2020-10-07 15:54:13,491 - mmaction - INFO - Epoch [118][220/1413] lr: 3.404e-01, eta: 2 days, 6:24:03, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2780, top5_acc: 0.5052, loss_cls: 3.5489, loss: 3.5489, grad_norm: 1.2108 2020-10-07 15:54:33,129 - mmaction - INFO - Epoch [118][240/1413] lr: 3.404e-01, eta: 2 days, 6:23:43, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2714, top5_acc: 0.5035, loss_cls: 3.5744, loss: 3.5744, grad_norm: 1.2070 2020-10-07 15:54:52,760 - mmaction - INFO - Epoch [118][260/1413] lr: 3.404e-01, eta: 2 days, 6:23:22, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2706, top5_acc: 0.4996, loss_cls: 3.5867, loss: 3.5867, grad_norm: 1.2079 2020-10-07 15:55:12,507 - mmaction - INFO - Epoch [118][280/1413] lr: 3.404e-01, eta: 2 days, 6:23:02, time: 0.989, data_time: 0.004, memory: 8482, top1_acc: 0.2706, top5_acc: 0.5056, loss_cls: 3.6080, loss: 3.6080, grad_norm: 1.1743 2020-10-07 15:55:32,062 - mmaction - INFO - Epoch [118][300/1413] lr: 3.404e-01, eta: 2 days, 6:22:41, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2858, top5_acc: 0.5159, loss_cls: 3.5208, loss: 3.5208, grad_norm: 1.1885 2020-10-07 15:55:51,664 - mmaction - INFO - Epoch [118][320/1413] lr: 3.404e-01, eta: 2 days, 6:22:20, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2736, top5_acc: 0.5125, loss_cls: 3.5456, loss: 3.5456, grad_norm: 1.2019 2020-10-07 15:56:11,197 - mmaction - INFO - Epoch [118][340/1413] lr: 3.404e-01, eta: 2 days, 6:21:59, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2711, top5_acc: 0.5009, loss_cls: 3.6055, loss: 3.6055, grad_norm: 1.2191 2020-10-07 15:56:30,708 - mmaction - INFO - Epoch [118][360/1413] lr: 3.404e-01, eta: 2 days, 6:21:39, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2671, top5_acc: 0.5105, loss_cls: 3.5712, loss: 3.5712, grad_norm: 1.1869 2020-10-07 15:56:50,357 - mmaction - INFO - Epoch [118][380/1413] lr: 3.404e-01, eta: 2 days, 6:21:18, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2622, top5_acc: 0.4982, loss_cls: 3.6036, loss: 3.6036, grad_norm: 1.2141 2020-10-07 15:57:09,976 - mmaction - INFO - Epoch [118][400/1413] lr: 3.404e-01, eta: 2 days, 6:20:57, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2750, top5_acc: 0.5113, loss_cls: 3.5715, loss: 3.5715, grad_norm: 1.1945 2020-10-07 15:57:29,607 - mmaction - INFO - Epoch [118][420/1413] lr: 3.404e-01, eta: 2 days, 6:20:37, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2760, top5_acc: 0.5111, loss_cls: 3.5657, loss: 3.5657, grad_norm: 1.2024 2020-10-07 15:57:49,182 - mmaction - INFO - Epoch [118][440/1413] lr: 3.404e-01, eta: 2 days, 6:20:16, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2755, top5_acc: 0.5016, loss_cls: 3.5908, loss: 3.5908, grad_norm: 1.1880 2020-10-07 15:58:08,859 - mmaction - INFO - Epoch [118][460/1413] lr: 3.404e-01, eta: 2 days, 6:19:55, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2745, top5_acc: 0.5113, loss_cls: 3.5595, loss: 3.5595, grad_norm: 1.1884 2020-10-07 15:58:28,467 - mmaction - INFO - Epoch [118][480/1413] lr: 3.404e-01, eta: 2 days, 6:19:35, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2699, top5_acc: 0.5005, loss_cls: 3.6062, loss: 3.6062, grad_norm: 1.1980 2020-10-07 15:58:47,973 - mmaction - INFO - Epoch [118][500/1413] lr: 3.404e-01, eta: 2 days, 6:19:14, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2729, top5_acc: 0.5065, loss_cls: 3.5791, loss: 3.5791, grad_norm: 1.2045 2020-10-07 15:59:07,591 - mmaction - INFO - Epoch [118][520/1413] lr: 3.404e-01, eta: 2 days, 6:18:53, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2779, top5_acc: 0.5155, loss_cls: 3.5505, loss: 3.5505, grad_norm: 1.1983 2020-10-07 15:59:27,139 - mmaction - INFO - Epoch [118][540/1413] lr: 3.404e-01, eta: 2 days, 6:18:32, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2660, top5_acc: 0.4993, loss_cls: 3.5848, loss: 3.5848, grad_norm: 1.2046 2020-10-07 15:59:46,602 - mmaction - INFO - Epoch [118][560/1413] lr: 3.404e-01, eta: 2 days, 6:18:11, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.2645, top5_acc: 0.4951, loss_cls: 3.6091, loss: 3.6091, grad_norm: 1.1880 2020-10-07 16:00:07,666 - mmaction - INFO - Epoch [118][580/1413] lr: 3.404e-01, eta: 2 days, 6:17:54, time: 1.053, data_time: 0.002, memory: 8482, top1_acc: 0.2643, top5_acc: 0.5027, loss_cls: 3.5961, loss: 3.5961, grad_norm: 1.1940 2020-10-07 16:00:26,500 - mmaction - INFO - Epoch [118][600/1413] lr: 3.404e-01, eta: 2 days, 6:17:31, time: 0.943, data_time: 0.003, memory: 8482, top1_acc: 0.2592, top5_acc: 0.5060, loss_cls: 3.5776, loss: 3.5776, grad_norm: 1.2086 2020-10-07 16:00:46,040 - mmaction - INFO - Epoch [118][620/1413] lr: 3.404e-01, eta: 2 days, 6:17:11, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2684, top5_acc: 0.5029, loss_cls: 3.5988, loss: 3.5988, grad_norm: 1.2101 2020-10-07 16:01:05,566 - mmaction - INFO - Epoch [118][640/1413] lr: 3.404e-01, eta: 2 days, 6:16:50, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2734, top5_acc: 0.5105, loss_cls: 3.5854, loss: 3.5854, grad_norm: 1.2069 2020-10-07 16:01:25,142 - mmaction - INFO - Epoch [118][660/1413] lr: 3.404e-01, eta: 2 days, 6:16:29, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2797, top5_acc: 0.5081, loss_cls: 3.5599, loss: 3.5599, grad_norm: 1.1951 2020-10-07 16:01:44,815 - mmaction - INFO - Epoch [118][680/1413] lr: 3.404e-01, eta: 2 days, 6:16:09, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2801, top5_acc: 0.5070, loss_cls: 3.5535, loss: 3.5535, grad_norm: 1.1862 2020-10-07 16:02:04,368 - mmaction - INFO - Epoch [118][700/1413] lr: 3.404e-01, eta: 2 days, 6:15:48, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2719, top5_acc: 0.5167, loss_cls: 3.5589, loss: 3.5589, grad_norm: 1.2004 2020-10-07 16:02:24,153 - mmaction - INFO - Epoch [118][720/1413] lr: 3.404e-01, eta: 2 days, 6:15:27, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2716, top5_acc: 0.5039, loss_cls: 3.5745, loss: 3.5745, grad_norm: 1.1847 2020-10-07 16:02:43,697 - mmaction - INFO - Epoch [118][740/1413] lr: 3.404e-01, eta: 2 days, 6:15:07, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2681, top5_acc: 0.5033, loss_cls: 3.5833, loss: 3.5833, grad_norm: 1.1916 2020-10-07 16:03:03,337 - mmaction - INFO - Epoch [118][760/1413] lr: 3.404e-01, eta: 2 days, 6:14:46, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2779, top5_acc: 0.5180, loss_cls: 3.5431, loss: 3.5431, grad_norm: 1.1971 2020-10-07 16:03:22,945 - mmaction - INFO - Epoch [118][780/1413] lr: 3.404e-01, eta: 2 days, 6:14:25, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2689, top5_acc: 0.4966, loss_cls: 3.5974, loss: 3.5974, grad_norm: 1.2090 2020-10-07 16:03:42,575 - mmaction - INFO - Epoch [118][800/1413] lr: 3.404e-01, eta: 2 days, 6:14:05, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2743, top5_acc: 0.5029, loss_cls: 3.5739, loss: 3.5739, grad_norm: 1.1844 2020-10-07 16:04:02,308 - mmaction - INFO - Epoch [118][820/1413] lr: 3.404e-01, eta: 2 days, 6:13:44, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.2771, top5_acc: 0.4940, loss_cls: 3.5781, loss: 3.5781, grad_norm: 1.1882 2020-10-07 16:04:21,901 - mmaction - INFO - Epoch [118][840/1413] lr: 3.404e-01, eta: 2 days, 6:13:24, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2725, top5_acc: 0.5044, loss_cls: 3.5922, loss: 3.5922, grad_norm: 1.2131 2020-10-07 16:04:41,576 - mmaction - INFO - Epoch [118][860/1413] lr: 3.404e-01, eta: 2 days, 6:13:03, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2684, top5_acc: 0.5009, loss_cls: 3.5910, loss: 3.5910, grad_norm: 1.2053 2020-10-07 16:05:01,233 - mmaction - INFO - Epoch [118][880/1413] lr: 3.404e-01, eta: 2 days, 6:12:42, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2776, top5_acc: 0.5177, loss_cls: 3.5176, loss: 3.5176, grad_norm: 1.1792 2020-10-07 16:05:20,881 - mmaction - INFO - Epoch [118][900/1413] lr: 3.404e-01, eta: 2 days, 6:12:22, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2777, top5_acc: 0.5118, loss_cls: 3.5503, loss: 3.5503, grad_norm: 1.2214 2020-10-07 16:05:40,470 - mmaction - INFO - Epoch [118][920/1413] lr: 3.404e-01, eta: 2 days, 6:12:01, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2651, top5_acc: 0.5079, loss_cls: 3.5787, loss: 3.5787, grad_norm: 1.2185 2020-10-07 16:06:00,015 - mmaction - INFO - Epoch [118][940/1413] lr: 3.404e-01, eta: 2 days, 6:11:40, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2711, top5_acc: 0.5152, loss_cls: 3.5490, loss: 3.5490, grad_norm: 1.1712 2020-10-07 16:06:19,610 - mmaction - INFO - Epoch [118][960/1413] lr: 3.404e-01, eta: 2 days, 6:11:20, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2732, top5_acc: 0.5105, loss_cls: 3.5619, loss: 3.5619, grad_norm: 1.1956 2020-10-07 16:06:39,351 - mmaction - INFO - Epoch [118][980/1413] lr: 3.404e-01, eta: 2 days, 6:10:59, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2693, top5_acc: 0.5027, loss_cls: 3.5865, loss: 3.5865, grad_norm: 1.2160 2020-10-07 16:06:58,928 - mmaction - INFO - Epoch [118][1000/1413] lr: 3.404e-01, eta: 2 days, 6:10:39, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2691, top5_acc: 0.5026, loss_cls: 3.5883, loss: 3.5883, grad_norm: 1.1948 2020-10-07 16:07:18,487 - mmaction - INFO - Epoch [118][1020/1413] lr: 3.404e-01, eta: 2 days, 6:10:18, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2845, top5_acc: 0.5204, loss_cls: 3.5113, loss: 3.5113, grad_norm: 1.2107 2020-10-07 16:07:38,169 - mmaction - INFO - Epoch [118][1040/1413] lr: 3.404e-01, eta: 2 days, 6:09:57, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2741, top5_acc: 0.5056, loss_cls: 3.5770, loss: 3.5770, grad_norm: 1.2050 2020-10-07 16:07:57,809 - mmaction - INFO - Epoch [118][1060/1413] lr: 3.404e-01, eta: 2 days, 6:09:37, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2620, top5_acc: 0.4992, loss_cls: 3.6083, loss: 3.6083, grad_norm: 1.2179 2020-10-07 16:08:17,341 - mmaction - INFO - Epoch [118][1080/1413] lr: 3.404e-01, eta: 2 days, 6:09:16, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2724, top5_acc: 0.5048, loss_cls: 3.5618, loss: 3.5618, grad_norm: 1.1812 2020-10-07 16:08:36,955 - mmaction - INFO - Epoch [118][1100/1413] lr: 3.404e-01, eta: 2 days, 6:08:55, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2714, top5_acc: 0.5109, loss_cls: 3.5372, loss: 3.5372, grad_norm: 1.2091 2020-10-07 16:08:56,655 - mmaction - INFO - Epoch [118][1120/1413] lr: 3.404e-01, eta: 2 days, 6:08:35, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2659, top5_acc: 0.4969, loss_cls: 3.6179, loss: 3.6179, grad_norm: 1.2078 2020-10-07 16:09:16,289 - mmaction - INFO - Epoch [118][1140/1413] lr: 3.404e-01, eta: 2 days, 6:08:14, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2745, top5_acc: 0.5155, loss_cls: 3.5288, loss: 3.5288, grad_norm: 1.1987 2020-10-07 16:09:35,863 - mmaction - INFO - Epoch [118][1160/1413] lr: 3.404e-01, eta: 2 days, 6:07:53, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2704, top5_acc: 0.5000, loss_cls: 3.5953, loss: 3.5953, grad_norm: 1.2219 2020-10-07 16:09:55,456 - mmaction - INFO - Epoch [118][1180/1413] lr: 3.404e-01, eta: 2 days, 6:07:33, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2624, top5_acc: 0.5052, loss_cls: 3.6111, loss: 3.6111, grad_norm: 1.2130 2020-10-07 16:10:15,035 - mmaction - INFO - Epoch [118][1200/1413] lr: 3.404e-01, eta: 2 days, 6:07:12, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2701, top5_acc: 0.5005, loss_cls: 3.5923, loss: 3.5923, grad_norm: 1.2304 2020-10-07 16:10:34,681 - mmaction - INFO - Epoch [118][1220/1413] lr: 3.404e-01, eta: 2 days, 6:06:51, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2720, top5_acc: 0.5059, loss_cls: 3.5783, loss: 3.5783, grad_norm: 1.2038 2020-10-07 16:10:54,325 - mmaction - INFO - Epoch [118][1240/1413] lr: 3.404e-01, eta: 2 days, 6:06:31, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2691, top5_acc: 0.5096, loss_cls: 3.5728, loss: 3.5728, grad_norm: 1.1975 2020-10-07 16:11:13,975 - mmaction - INFO - Epoch [118][1260/1413] lr: 3.404e-01, eta: 2 days, 6:06:10, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2719, top5_acc: 0.5055, loss_cls: 3.5852, loss: 3.5852, grad_norm: 1.1996 2020-10-07 16:11:33,562 - mmaction - INFO - Epoch [118][1280/1413] lr: 3.404e-01, eta: 2 days, 6:05:50, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2714, top5_acc: 0.5129, loss_cls: 3.5559, loss: 3.5559, grad_norm: 1.2151 2020-10-07 16:11:53,105 - mmaction - INFO - Epoch [118][1300/1413] lr: 3.404e-01, eta: 2 days, 6:05:29, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2746, top5_acc: 0.4970, loss_cls: 3.5876, loss: 3.5876, grad_norm: 1.2145 2020-10-07 16:12:12,657 - mmaction - INFO - Epoch [118][1320/1413] lr: 3.404e-01, eta: 2 days, 6:05:08, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2719, top5_acc: 0.5053, loss_cls: 3.5960, loss: 3.5960, grad_norm: 1.1990 2020-10-07 16:12:32,110 - mmaction - INFO - Epoch [118][1340/1413] lr: 3.404e-01, eta: 2 days, 6:04:47, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.2814, top5_acc: 0.4988, loss_cls: 3.6110, loss: 3.6110, grad_norm: 1.1955 2020-10-07 16:12:51,809 - mmaction - INFO - Epoch [118][1360/1413] lr: 3.404e-01, eta: 2 days, 6:04:27, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2770, top5_acc: 0.5014, loss_cls: 3.5664, loss: 3.5664, grad_norm: 1.2046 2020-10-07 16:13:11,354 - mmaction - INFO - Epoch [118][1380/1413] lr: 3.404e-01, eta: 2 days, 6:04:06, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2776, top5_acc: 0.5132, loss_cls: 3.5684, loss: 3.5684, grad_norm: 1.2080 2020-10-07 16:13:31,020 - mmaction - INFO - Epoch [118][1400/1413] lr: 3.404e-01, eta: 2 days, 6:03:45, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2742, top5_acc: 0.5077, loss_cls: 3.5672, loss: 3.5672, grad_norm: 1.1969 2020-10-07 16:14:39,883 - mmaction - INFO - Epoch [119][20/1413] lr: 3.367e-01, eta: 2 days, 6:03:55, time: 2.721, data_time: 1.745, memory: 8482, top1_acc: 0.2861, top5_acc: 0.5264, loss_cls: 3.4842, loss: 3.4842, grad_norm: 1.2054 2020-10-07 16:14:59,202 - mmaction - INFO - Epoch [119][40/1413] lr: 3.367e-01, eta: 2 days, 6:03:33, time: 0.966, data_time: 0.003, memory: 8482, top1_acc: 0.2707, top5_acc: 0.5126, loss_cls: 3.5314, loss: 3.5314, grad_norm: 1.2274 2020-10-07 16:15:18,791 - mmaction - INFO - Epoch [119][60/1413] lr: 3.367e-01, eta: 2 days, 6:03:13, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2799, top5_acc: 0.5112, loss_cls: 3.5718, loss: 3.5718, grad_norm: 1.1848 2020-10-07 16:15:38,377 - mmaction - INFO - Epoch [119][80/1413] lr: 3.367e-01, eta: 2 days, 6:02:52, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2862, top5_acc: 0.5225, loss_cls: 3.4987, loss: 3.4987, grad_norm: 1.2102 2020-10-07 16:15:57,973 - mmaction - INFO - Epoch [119][100/1413] lr: 3.367e-01, eta: 2 days, 6:02:31, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2764, top5_acc: 0.5079, loss_cls: 3.5490, loss: 3.5490, grad_norm: 1.1951 2020-10-07 16:16:17,523 - mmaction - INFO - Epoch [119][120/1413] lr: 3.367e-01, eta: 2 days, 6:02:10, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2671, top5_acc: 0.5013, loss_cls: 3.6135, loss: 3.6135, grad_norm: 1.2263 2020-10-07 16:16:37,152 - mmaction - INFO - Epoch [119][140/1413] lr: 3.367e-01, eta: 2 days, 6:01:50, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2734, top5_acc: 0.5115, loss_cls: 3.5408, loss: 3.5408, grad_norm: 1.2019 2020-10-07 16:16:56,810 - mmaction - INFO - Epoch [119][160/1413] lr: 3.367e-01, eta: 2 days, 6:01:29, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2742, top5_acc: 0.5038, loss_cls: 3.5479, loss: 3.5479, grad_norm: 1.2235 2020-10-07 16:17:16,394 - mmaction - INFO - Epoch [119][180/1413] lr: 3.367e-01, eta: 2 days, 6:01:09, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2664, top5_acc: 0.5098, loss_cls: 3.5855, loss: 3.5855, grad_norm: 1.2275 2020-10-07 16:17:35,924 - mmaction - INFO - Epoch [119][200/1413] lr: 3.367e-01, eta: 2 days, 6:00:48, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2678, top5_acc: 0.5072, loss_cls: 3.5954, loss: 3.5954, grad_norm: 1.1930 2020-10-07 16:17:55,686 - mmaction - INFO - Epoch [119][220/1413] lr: 3.367e-01, eta: 2 days, 6:00:27, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2802, top5_acc: 0.5134, loss_cls: 3.5491, loss: 3.5491, grad_norm: 1.2016 2020-10-07 16:18:15,305 - mmaction - INFO - Epoch [119][240/1413] lr: 3.367e-01, eta: 2 days, 6:00:07, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2798, top5_acc: 0.5073, loss_cls: 3.5647, loss: 3.5647, grad_norm: 1.1967 2020-10-07 16:18:34,923 - mmaction - INFO - Epoch [119][260/1413] lr: 3.367e-01, eta: 2 days, 5:59:46, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2755, top5_acc: 0.5102, loss_cls: 3.5448, loss: 3.5448, grad_norm: 1.2255 2020-10-07 16:18:54,523 - mmaction - INFO - Epoch [119][280/1413] lr: 3.367e-01, eta: 2 days, 5:59:25, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2743, top5_acc: 0.5098, loss_cls: 3.5847, loss: 3.5847, grad_norm: 1.1900 2020-10-07 16:19:14,078 - mmaction - INFO - Epoch [119][300/1413] lr: 3.367e-01, eta: 2 days, 5:59:05, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2764, top5_acc: 0.5055, loss_cls: 3.5824, loss: 3.5824, grad_norm: 1.2011 2020-10-07 16:19:33,596 - mmaction - INFO - Epoch [119][320/1413] lr: 3.367e-01, eta: 2 days, 5:58:44, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2658, top5_acc: 0.5076, loss_cls: 3.5785, loss: 3.5785, grad_norm: 1.2005 2020-10-07 16:19:53,072 - mmaction - INFO - Epoch [119][340/1413] lr: 3.367e-01, eta: 2 days, 5:58:23, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.2764, top5_acc: 0.5143, loss_cls: 3.5135, loss: 3.5135, grad_norm: 1.2154 2020-10-07 16:20:12,630 - mmaction - INFO - Epoch [119][360/1413] lr: 3.367e-01, eta: 2 days, 5:58:02, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2651, top5_acc: 0.5086, loss_cls: 3.5580, loss: 3.5580, grad_norm: 1.2008 2020-10-07 16:20:32,223 - mmaction - INFO - Epoch [119][380/1413] lr: 3.367e-01, eta: 2 days, 5:57:41, time: 0.981, data_time: 0.004, memory: 8482, top1_acc: 0.2801, top5_acc: 0.5121, loss_cls: 3.5282, loss: 3.5282, grad_norm: 1.2078 2020-10-07 16:20:51,899 - mmaction - INFO - Epoch [119][400/1413] lr: 3.367e-01, eta: 2 days, 5:57:21, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2737, top5_acc: 0.5068, loss_cls: 3.5712, loss: 3.5712, grad_norm: 1.1993 2020-10-07 16:21:11,470 - mmaction - INFO - Epoch [119][420/1413] lr: 3.367e-01, eta: 2 days, 5:57:00, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2796, top5_acc: 0.5081, loss_cls: 3.5507, loss: 3.5507, grad_norm: 1.2147 2020-10-07 16:21:31,090 - mmaction - INFO - Epoch [119][440/1413] lr: 3.367e-01, eta: 2 days, 5:56:40, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2749, top5_acc: 0.5085, loss_cls: 3.5675, loss: 3.5675, grad_norm: 1.2038 2020-10-07 16:21:50,653 - mmaction - INFO - Epoch [119][460/1413] lr: 3.367e-01, eta: 2 days, 5:56:19, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2671, top5_acc: 0.5129, loss_cls: 3.5516, loss: 3.5516, grad_norm: 1.2235 2020-10-07 16:22:10,197 - mmaction - INFO - Epoch [119][480/1413] lr: 3.367e-01, eta: 2 days, 5:55:58, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2706, top5_acc: 0.5073, loss_cls: 3.6267, loss: 3.6267, grad_norm: 1.2289 2020-10-07 16:22:29,761 - mmaction - INFO - Epoch [119][500/1413] lr: 3.367e-01, eta: 2 days, 5:55:37, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2760, top5_acc: 0.5074, loss_cls: 3.5580, loss: 3.5580, grad_norm: 1.1892 2020-10-07 16:22:49,443 - mmaction - INFO - Epoch [119][520/1413] lr: 3.367e-01, eta: 2 days, 5:55:17, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2721, top5_acc: 0.5115, loss_cls: 3.5728, loss: 3.5728, grad_norm: 1.1874 2020-10-07 16:23:09,128 - mmaction - INFO - Epoch [119][540/1413] lr: 3.367e-01, eta: 2 days, 5:54:56, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2839, top5_acc: 0.5129, loss_cls: 3.5295, loss: 3.5295, grad_norm: 1.2048 2020-10-07 16:23:28,627 - mmaction - INFO - Epoch [119][560/1413] lr: 3.367e-01, eta: 2 days, 5:54:35, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2753, top5_acc: 0.5052, loss_cls: 3.5898, loss: 3.5898, grad_norm: 1.2112 2020-10-07 16:23:48,239 - mmaction - INFO - Epoch [119][580/1413] lr: 3.367e-01, eta: 2 days, 5:54:15, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2762, top5_acc: 0.5087, loss_cls: 3.5839, loss: 3.5839, grad_norm: 1.1921 2020-10-07 16:24:07,794 - mmaction - INFO - Epoch [119][600/1413] lr: 3.367e-01, eta: 2 days, 5:53:54, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2776, top5_acc: 0.5194, loss_cls: 3.5463, loss: 3.5463, grad_norm: 1.2260 2020-10-07 16:24:27,325 - mmaction - INFO - Epoch [119][620/1413] lr: 3.367e-01, eta: 2 days, 5:53:33, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2684, top5_acc: 0.5047, loss_cls: 3.5764, loss: 3.5764, grad_norm: 1.2090 2020-10-07 16:24:47,018 - mmaction - INFO - Epoch [119][640/1413] lr: 3.367e-01, eta: 2 days, 5:53:13, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2740, top5_acc: 0.5171, loss_cls: 3.5499, loss: 3.5499, grad_norm: 1.2087 2020-10-07 16:25:06,550 - mmaction - INFO - Epoch [119][660/1413] lr: 3.367e-01, eta: 2 days, 5:52:52, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2695, top5_acc: 0.5152, loss_cls: 3.5646, loss: 3.5646, grad_norm: 1.2197 2020-10-07 16:25:26,164 - mmaction - INFO - Epoch [119][680/1413] lr: 3.367e-01, eta: 2 days, 5:52:31, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2628, top5_acc: 0.5014, loss_cls: 3.6129, loss: 3.6129, grad_norm: 1.2084 2020-10-07 16:25:45,696 - mmaction - INFO - Epoch [119][700/1413] lr: 3.367e-01, eta: 2 days, 5:52:10, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2552, top5_acc: 0.4997, loss_cls: 3.6324, loss: 3.6324, grad_norm: 1.2142 2020-10-07 16:26:05,356 - mmaction - INFO - Epoch [119][720/1413] lr: 3.367e-01, eta: 2 days, 5:51:50, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2702, top5_acc: 0.5027, loss_cls: 3.5860, loss: 3.5860, grad_norm: 1.1990 2020-10-07 16:26:24,899 - mmaction - INFO - Epoch [119][740/1413] lr: 3.367e-01, eta: 2 days, 5:51:29, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2755, top5_acc: 0.4997, loss_cls: 3.5983, loss: 3.5983, grad_norm: 1.2061 2020-10-07 16:26:44,614 - mmaction - INFO - Epoch [119][760/1413] lr: 3.367e-01, eta: 2 days, 5:51:09, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2779, top5_acc: 0.5089, loss_cls: 3.5681, loss: 3.5681, grad_norm: 1.1917 2020-10-07 16:27:04,216 - mmaction - INFO - Epoch [119][780/1413] lr: 3.367e-01, eta: 2 days, 5:50:48, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2725, top5_acc: 0.5155, loss_cls: 3.5494, loss: 3.5494, grad_norm: 1.2160 2020-10-07 16:27:23,865 - mmaction - INFO - Epoch [119][800/1413] lr: 3.367e-01, eta: 2 days, 5:50:27, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2714, top5_acc: 0.5021, loss_cls: 3.5716, loss: 3.5716, grad_norm: 1.1897 2020-10-07 16:27:43,430 - mmaction - INFO - Epoch [119][820/1413] lr: 3.367e-01, eta: 2 days, 5:50:07, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2741, top5_acc: 0.5086, loss_cls: 3.5782, loss: 3.5782, grad_norm: 1.2005 2020-10-07 16:28:03,095 - mmaction - INFO - Epoch [119][840/1413] lr: 3.367e-01, eta: 2 days, 5:49:46, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2710, top5_acc: 0.5099, loss_cls: 3.5532, loss: 3.5532, grad_norm: 1.2178 2020-10-07 16:28:22,725 - mmaction - INFO - Epoch [119][860/1413] lr: 3.367e-01, eta: 2 days, 5:49:26, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2716, top5_acc: 0.5100, loss_cls: 3.5848, loss: 3.5848, grad_norm: 1.2023 2020-10-07 16:28:42,374 - mmaction - INFO - Epoch [119][880/1413] lr: 3.367e-01, eta: 2 days, 5:49:05, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2771, top5_acc: 0.5098, loss_cls: 3.5555, loss: 3.5555, grad_norm: 1.2064 2020-10-07 16:29:01,985 - mmaction - INFO - Epoch [119][900/1413] lr: 3.367e-01, eta: 2 days, 5:48:44, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2763, top5_acc: 0.5146, loss_cls: 3.5335, loss: 3.5335, grad_norm: 1.2068 2020-10-07 16:29:21,563 - mmaction - INFO - Epoch [119][920/1413] lr: 3.367e-01, eta: 2 days, 5:48:24, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2674, top5_acc: 0.5009, loss_cls: 3.6043, loss: 3.6043, grad_norm: 1.2239 2020-10-07 16:29:41,069 - mmaction - INFO - Epoch [119][940/1413] lr: 3.367e-01, eta: 2 days, 5:48:03, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2664, top5_acc: 0.5047, loss_cls: 3.5971, loss: 3.5971, grad_norm: 1.2245 2020-10-07 16:30:00,648 - mmaction - INFO - Epoch [119][960/1413] lr: 3.367e-01, eta: 2 days, 5:47:42, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2716, top5_acc: 0.5066, loss_cls: 3.5792, loss: 3.5792, grad_norm: 1.1996 2020-10-07 16:30:19,370 - mmaction - INFO - Epoch [119][980/1413] lr: 3.367e-01, eta: 2 days, 5:47:20, time: 0.935, data_time: 0.002, memory: 8482, top1_acc: 0.2678, top5_acc: 0.5023, loss_cls: 3.5974, loss: 3.5974, grad_norm: 1.1941 2020-10-07 16:30:39,069 - mmaction - INFO - Epoch [119][1000/1413] lr: 3.367e-01, eta: 2 days, 5:46:59, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2747, top5_acc: 0.5089, loss_cls: 3.5714, loss: 3.5714, grad_norm: 1.1818 2020-10-07 16:30:58,691 - mmaction - INFO - Epoch [119][1020/1413] lr: 3.367e-01, eta: 2 days, 5:46:39, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2745, top5_acc: 0.5066, loss_cls: 3.6035, loss: 3.6035, grad_norm: 1.2119 2020-10-07 16:31:18,252 - mmaction - INFO - Epoch [119][1040/1413] lr: 3.367e-01, eta: 2 days, 5:46:18, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2762, top5_acc: 0.5068, loss_cls: 3.5883, loss: 3.5883, grad_norm: 1.1998 2020-10-07 16:31:37,933 - mmaction - INFO - Epoch [119][1060/1413] lr: 3.367e-01, eta: 2 days, 5:45:57, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2780, top5_acc: 0.5070, loss_cls: 3.5560, loss: 3.5560, grad_norm: 1.2078 2020-10-07 16:31:57,551 - mmaction - INFO - Epoch [119][1080/1413] lr: 3.367e-01, eta: 2 days, 5:45:37, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2751, top5_acc: 0.5120, loss_cls: 3.5396, loss: 3.5396, grad_norm: 1.2094 2020-10-07 16:32:17,161 - mmaction - INFO - Epoch [119][1100/1413] lr: 3.367e-01, eta: 2 days, 5:45:16, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2701, top5_acc: 0.5060, loss_cls: 3.5653, loss: 3.5653, grad_norm: 1.2190 2020-10-07 16:32:36,800 - mmaction - INFO - Epoch [119][1120/1413] lr: 3.367e-01, eta: 2 days, 5:44:55, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2716, top5_acc: 0.5156, loss_cls: 3.5283, loss: 3.5283, grad_norm: 1.2261 2020-10-07 16:32:56,371 - mmaction - INFO - Epoch [119][1140/1413] lr: 3.367e-01, eta: 2 days, 5:44:35, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2629, top5_acc: 0.4970, loss_cls: 3.6264, loss: 3.6264, grad_norm: 1.2165 2020-10-07 16:33:16,004 - mmaction - INFO - Epoch [119][1160/1413] lr: 3.367e-01, eta: 2 days, 5:44:14, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2659, top5_acc: 0.5007, loss_cls: 3.6199, loss: 3.6199, grad_norm: 1.2194 2020-10-07 16:33:35,693 - mmaction - INFO - Epoch [119][1180/1413] lr: 3.367e-01, eta: 2 days, 5:43:54, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2740, top5_acc: 0.5069, loss_cls: 3.5878, loss: 3.5878, grad_norm: 1.2113 2020-10-07 16:33:55,270 - mmaction - INFO - Epoch [119][1200/1413] lr: 3.367e-01, eta: 2 days, 5:43:33, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2658, top5_acc: 0.4993, loss_cls: 3.6156, loss: 3.6156, grad_norm: 1.1932 2020-10-07 16:34:14,823 - mmaction - INFO - Epoch [119][1220/1413] lr: 3.367e-01, eta: 2 days, 5:43:12, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2691, top5_acc: 0.5004, loss_cls: 3.6053, loss: 3.6053, grad_norm: 1.2146 2020-10-07 16:34:34,479 - mmaction - INFO - Epoch [119][1240/1413] lr: 3.367e-01, eta: 2 days, 5:42:52, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2694, top5_acc: 0.5096, loss_cls: 3.5761, loss: 3.5761, grad_norm: 1.2083 2020-10-07 16:34:54,096 - mmaction - INFO - Epoch [119][1260/1413] lr: 3.367e-01, eta: 2 days, 5:42:31, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2746, top5_acc: 0.5077, loss_cls: 3.5817, loss: 3.5817, grad_norm: 1.1910 2020-10-07 16:35:13,782 - mmaction - INFO - Epoch [119][1280/1413] lr: 3.367e-01, eta: 2 days, 5:42:11, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2770, top5_acc: 0.5195, loss_cls: 3.5184, loss: 3.5184, grad_norm: 1.2119 2020-10-07 16:35:33,337 - mmaction - INFO - Epoch [119][1300/1413] lr: 3.367e-01, eta: 2 days, 5:41:50, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2758, top5_acc: 0.5188, loss_cls: 3.5249, loss: 3.5249, grad_norm: 1.2130 2020-10-07 16:35:53,016 - mmaction - INFO - Epoch [119][1320/1413] lr: 3.367e-01, eta: 2 days, 5:41:29, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2824, top5_acc: 0.5112, loss_cls: 3.5290, loss: 3.5290, grad_norm: 1.2087 2020-10-07 16:36:12,631 - mmaction - INFO - Epoch [119][1340/1413] lr: 3.367e-01, eta: 2 days, 5:41:09, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2659, top5_acc: 0.4986, loss_cls: 3.5881, loss: 3.5881, grad_norm: 1.2117 2020-10-07 16:36:32,288 - mmaction - INFO - Epoch [119][1360/1413] lr: 3.367e-01, eta: 2 days, 5:40:48, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2681, top5_acc: 0.5029, loss_cls: 3.5918, loss: 3.5918, grad_norm: 1.2102 2020-10-07 16:36:51,768 - mmaction - INFO - Epoch [119][1380/1413] lr: 3.367e-01, eta: 2 days, 5:40:27, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2730, top5_acc: 0.5072, loss_cls: 3.5632, loss: 3.5632, grad_norm: 1.1949 2020-10-07 16:37:11,379 - mmaction - INFO - Epoch [119][1400/1413] lr: 3.367e-01, eta: 2 days, 5:40:07, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2699, top5_acc: 0.5134, loss_cls: 3.5676, loss: 3.5676, grad_norm: 1.2146 2020-10-07 16:38:19,270 - mmaction - INFO - Epoch [120][20/1413] lr: 3.331e-01, eta: 2 days, 5:40:15, time: 2.730, data_time: 1.432, memory: 8482, top1_acc: 0.2811, top5_acc: 0.5190, loss_cls: 3.5140, loss: 3.5140, grad_norm: 1.2165 2020-10-07 16:38:42,126 - mmaction - INFO - Epoch [120][40/1413] lr: 3.331e-01, eta: 2 days, 5:40:01, time: 1.143, data_time: 0.002, memory: 8482, top1_acc: 0.2867, top5_acc: 0.5182, loss_cls: 3.5149, loss: 3.5149, grad_norm: 1.2216 2020-10-07 16:39:05,006 - mmaction - INFO - Epoch [120][60/1413] lr: 3.331e-01, eta: 2 days, 5:39:47, time: 1.144, data_time: 0.001, memory: 8482, top1_acc: 0.2738, top5_acc: 0.5137, loss_cls: 3.5620, loss: 3.5620, grad_norm: 1.2303 2020-10-07 16:39:27,842 - mmaction - INFO - Epoch [120][80/1413] lr: 3.331e-01, eta: 2 days, 5:39:32, time: 1.142, data_time: 0.002, memory: 8482, top1_acc: 0.2766, top5_acc: 0.5064, loss_cls: 3.5717, loss: 3.5717, grad_norm: 1.1962 2020-10-07 16:39:50,762 - mmaction - INFO - Epoch [120][100/1413] lr: 3.331e-01, eta: 2 days, 5:39:18, time: 1.145, data_time: 0.001, memory: 8482, top1_acc: 0.2712, top5_acc: 0.5107, loss_cls: 3.5454, loss: 3.5454, grad_norm: 1.2216 2020-10-07 16:40:13,706 - mmaction - INFO - Epoch [120][120/1413] lr: 3.331e-01, eta: 2 days, 5:39:04, time: 1.147, data_time: 0.002, memory: 8482, top1_acc: 0.2764, top5_acc: 0.5060, loss_cls: 3.5812, loss: 3.5812, grad_norm: 1.1882 2020-10-07 16:40:36,636 - mmaction - INFO - Epoch [120][140/1413] lr: 3.331e-01, eta: 2 days, 5:38:50, time: 1.147, data_time: 0.002, memory: 8482, top1_acc: 0.2730, top5_acc: 0.5076, loss_cls: 3.5531, loss: 3.5531, grad_norm: 1.2053 2020-10-07 16:40:59,536 - mmaction - INFO - Epoch [120][160/1413] lr: 3.331e-01, eta: 2 days, 5:38:35, time: 1.145, data_time: 0.001, memory: 8482, top1_acc: 0.2792, top5_acc: 0.5176, loss_cls: 3.5309, loss: 3.5309, grad_norm: 1.2242 2020-10-07 16:41:22,401 - mmaction - INFO - Epoch [120][180/1413] lr: 3.331e-01, eta: 2 days, 5:38:21, time: 1.144, data_time: 0.002, memory: 8482, top1_acc: 0.2760, top5_acc: 0.5174, loss_cls: 3.5530, loss: 3.5530, grad_norm: 1.2086 2020-10-07 16:41:45,309 - mmaction - INFO - Epoch [120][200/1413] lr: 3.331e-01, eta: 2 days, 5:38:06, time: 1.145, data_time: 0.002, memory: 8482, top1_acc: 0.2785, top5_acc: 0.5125, loss_cls: 3.5351, loss: 3.5351, grad_norm: 1.1845 2020-10-07 16:42:08,125 - mmaction - INFO - Epoch [120][220/1413] lr: 3.331e-01, eta: 2 days, 5:37:52, time: 1.141, data_time: 0.001, memory: 8482, top1_acc: 0.2814, top5_acc: 0.5187, loss_cls: 3.5180, loss: 3.5180, grad_norm: 1.1997 2020-10-07 16:42:31,043 - mmaction - INFO - Epoch [120][240/1413] lr: 3.331e-01, eta: 2 days, 5:37:38, time: 1.145, data_time: 0.002, memory: 8482, top1_acc: 0.2840, top5_acc: 0.5171, loss_cls: 3.5355, loss: 3.5355, grad_norm: 1.2178 2020-10-07 16:42:53,965 - mmaction - INFO - Epoch [120][260/1413] lr: 3.331e-01, eta: 2 days, 5:37:23, time: 1.146, data_time: 0.002, memory: 8482, top1_acc: 0.2799, top5_acc: 0.5161, loss_cls: 3.5397, loss: 3.5397, grad_norm: 1.2146 2020-10-07 16:43:16,901 - mmaction - INFO - Epoch [120][280/1413] lr: 3.331e-01, eta: 2 days, 5:37:09, time: 1.147, data_time: 0.001, memory: 8482, top1_acc: 0.2671, top5_acc: 0.5029, loss_cls: 3.5736, loss: 3.5736, grad_norm: 1.2199 2020-10-07 16:43:39,722 - mmaction - INFO - Epoch [120][300/1413] lr: 3.331e-01, eta: 2 days, 5:36:55, time: 1.141, data_time: 0.002, memory: 8482, top1_acc: 0.2727, top5_acc: 0.5068, loss_cls: 3.5648, loss: 3.5648, grad_norm: 1.2125 2020-10-07 16:44:02,619 - mmaction - INFO - Epoch [120][320/1413] lr: 3.331e-01, eta: 2 days, 5:36:40, time: 1.145, data_time: 0.002, memory: 8482, top1_acc: 0.2746, top5_acc: 0.5169, loss_cls: 3.5317, loss: 3.5317, grad_norm: 1.2018 2020-10-07 16:44:25,476 - mmaction - INFO - Epoch [120][340/1413] lr: 3.331e-01, eta: 2 days, 5:36:26, time: 1.143, data_time: 0.002, memory: 8482, top1_acc: 0.2798, top5_acc: 0.5145, loss_cls: 3.5243, loss: 3.5243, grad_norm: 1.2105 2020-10-07 16:44:48,368 - mmaction - INFO - Epoch [120][360/1413] lr: 3.331e-01, eta: 2 days, 5:36:11, time: 1.145, data_time: 0.001, memory: 8482, top1_acc: 0.2677, top5_acc: 0.5052, loss_cls: 3.5783, loss: 3.5783, grad_norm: 1.2220 2020-10-07 16:45:11,326 - mmaction - INFO - Epoch [120][380/1413] lr: 3.331e-01, eta: 2 days, 5:35:57, time: 1.148, data_time: 0.001, memory: 8482, top1_acc: 0.2654, top5_acc: 0.5105, loss_cls: 3.5817, loss: 3.5817, grad_norm: 1.2075 2020-10-07 16:45:34,159 - mmaction - INFO - Epoch [120][400/1413] lr: 3.331e-01, eta: 2 days, 5:35:43, time: 1.141, data_time: 0.001, memory: 8482, top1_acc: 0.2792, top5_acc: 0.5107, loss_cls: 3.5331, loss: 3.5331, grad_norm: 1.2250 2020-10-07 16:45:57,090 - mmaction - INFO - Epoch [120][420/1413] lr: 3.331e-01, eta: 2 days, 5:35:28, time: 1.146, data_time: 0.001, memory: 8482, top1_acc: 0.2801, top5_acc: 0.5191, loss_cls: 3.5424, loss: 3.5424, grad_norm: 1.2180 2020-10-07 16:46:19,950 - mmaction - INFO - Epoch [120][440/1413] lr: 3.331e-01, eta: 2 days, 5:35:14, time: 1.143, data_time: 0.002, memory: 8482, top1_acc: 0.2707, top5_acc: 0.5098, loss_cls: 3.5669, loss: 3.5669, grad_norm: 1.2214 2020-10-07 16:46:42,786 - mmaction - INFO - Epoch [120][460/1413] lr: 3.331e-01, eta: 2 days, 5:34:59, time: 1.142, data_time: 0.002, memory: 8482, top1_acc: 0.2794, top5_acc: 0.5089, loss_cls: 3.5466, loss: 3.5466, grad_norm: 1.1984 2020-10-07 16:47:05,686 - mmaction - INFO - Epoch [120][480/1413] lr: 3.331e-01, eta: 2 days, 5:34:45, time: 1.145, data_time: 0.001, memory: 8482, top1_acc: 0.2747, top5_acc: 0.5092, loss_cls: 3.5583, loss: 3.5583, grad_norm: 1.2187 2020-10-07 16:47:28,562 - mmaction - INFO - Epoch [120][500/1413] lr: 3.331e-01, eta: 2 days, 5:34:31, time: 1.143, data_time: 0.002, memory: 8482, top1_acc: 0.2814, top5_acc: 0.5109, loss_cls: 3.5513, loss: 3.5513, grad_norm: 1.2120 2020-10-07 16:47:51,481 - mmaction - INFO - Epoch [120][520/1413] lr: 3.331e-01, eta: 2 days, 5:34:16, time: 1.146, data_time: 0.001, memory: 8482, top1_acc: 0.2759, top5_acc: 0.5060, loss_cls: 3.5734, loss: 3.5734, grad_norm: 1.2251 2020-10-07 16:48:14,368 - mmaction - INFO - Epoch [120][540/1413] lr: 3.331e-01, eta: 2 days, 5:34:02, time: 1.144, data_time: 0.002, memory: 8482, top1_acc: 0.2634, top5_acc: 0.4987, loss_cls: 3.6063, loss: 3.6063, grad_norm: 1.2034 2020-10-07 16:48:37,227 - mmaction - INFO - Epoch [120][560/1413] lr: 3.331e-01, eta: 2 days, 5:33:47, time: 1.143, data_time: 0.002, memory: 8482, top1_acc: 0.2734, top5_acc: 0.5061, loss_cls: 3.5613, loss: 3.5613, grad_norm: 1.2139 2020-10-07 16:49:00,179 - mmaction - INFO - Epoch [120][580/1413] lr: 3.331e-01, eta: 2 days, 5:33:33, time: 1.148, data_time: 0.002, memory: 8482, top1_acc: 0.2750, top5_acc: 0.5102, loss_cls: 3.5645, loss: 3.5645, grad_norm: 1.2168 2020-10-07 16:49:23,124 - mmaction - INFO - Epoch [120][600/1413] lr: 3.331e-01, eta: 2 days, 5:33:19, time: 1.147, data_time: 0.002, memory: 8482, top1_acc: 0.2773, top5_acc: 0.5197, loss_cls: 3.5184, loss: 3.5184, grad_norm: 1.2201 2020-10-07 16:49:46,040 - mmaction - INFO - Epoch [120][620/1413] lr: 3.331e-01, eta: 2 days, 5:33:04, time: 1.145, data_time: 0.002, memory: 8482, top1_acc: 0.2780, top5_acc: 0.5074, loss_cls: 3.5469, loss: 3.5469, grad_norm: 1.2053 2020-10-07 16:50:08,969 - mmaction - INFO - Epoch [120][640/1413] lr: 3.331e-01, eta: 2 days, 5:32:50, time: 1.147, data_time: 0.002, memory: 8482, top1_acc: 0.2724, top5_acc: 0.4987, loss_cls: 3.5640, loss: 3.5640, grad_norm: 1.2167 2020-10-07 16:50:31,840 - mmaction - INFO - Epoch [120][660/1413] lr: 3.331e-01, eta: 2 days, 5:32:36, time: 1.143, data_time: 0.001, memory: 8482, top1_acc: 0.2685, top5_acc: 0.5020, loss_cls: 3.5746, loss: 3.5746, grad_norm: 1.2113 2020-10-07 16:50:54,718 - mmaction - INFO - Epoch [120][680/1413] lr: 3.331e-01, eta: 2 days, 5:32:21, time: 1.144, data_time: 0.002, memory: 8482, top1_acc: 0.2714, top5_acc: 0.5133, loss_cls: 3.5720, loss: 3.5720, grad_norm: 1.2049 2020-10-07 16:51:17,611 - mmaction - INFO - Epoch [120][700/1413] lr: 3.331e-01, eta: 2 days, 5:32:07, time: 1.145, data_time: 0.002, memory: 8482, top1_acc: 0.2775, top5_acc: 0.5079, loss_cls: 3.5468, loss: 3.5468, grad_norm: 1.2234 2020-10-07 16:51:40,504 - mmaction - INFO - Epoch [120][720/1413] lr: 3.331e-01, eta: 2 days, 5:31:52, time: 1.144, data_time: 0.002, memory: 8482, top1_acc: 0.2760, top5_acc: 0.5125, loss_cls: 3.5445, loss: 3.5445, grad_norm: 1.2371 2020-10-07 16:52:03,424 - mmaction - INFO - Epoch [120][740/1413] lr: 3.331e-01, eta: 2 days, 5:31:38, time: 1.147, data_time: 0.002, memory: 8482, top1_acc: 0.2801, top5_acc: 0.5066, loss_cls: 3.5700, loss: 3.5700, grad_norm: 1.2133 2020-10-07 16:52:26,305 - mmaction - INFO - Epoch [120][760/1413] lr: 3.331e-01, eta: 2 days, 5:31:23, time: 1.144, data_time: 0.001, memory: 8482, top1_acc: 0.2775, top5_acc: 0.5242, loss_cls: 3.5159, loss: 3.5159, grad_norm: 1.2031 2020-10-07 16:52:49,223 - mmaction - INFO - Epoch [120][780/1413] lr: 3.331e-01, eta: 2 days, 5:31:09, time: 1.146, data_time: 0.002, memory: 8482, top1_acc: 0.2737, top5_acc: 0.5055, loss_cls: 3.5566, loss: 3.5566, grad_norm: 1.2231 2020-10-07 16:53:12,164 - mmaction - INFO - Epoch [120][800/1413] lr: 3.331e-01, eta: 2 days, 5:30:55, time: 1.146, data_time: 0.001, memory: 8482, top1_acc: 0.2746, top5_acc: 0.5147, loss_cls: 3.5253, loss: 3.5253, grad_norm: 1.2196 2020-10-07 16:53:35,031 - mmaction - INFO - Epoch [120][820/1413] lr: 3.331e-01, eta: 2 days, 5:30:40, time: 1.143, data_time: 0.002, memory: 8482, top1_acc: 0.2785, top5_acc: 0.5174, loss_cls: 3.5367, loss: 3.5367, grad_norm: 1.2168 2020-10-07 16:53:57,934 - mmaction - INFO - Epoch [120][840/1413] lr: 3.331e-01, eta: 2 days, 5:30:26, time: 1.146, data_time: 0.002, memory: 8482, top1_acc: 0.2777, top5_acc: 0.5113, loss_cls: 3.5455, loss: 3.5455, grad_norm: 1.2267 2020-10-07 16:54:20,859 - mmaction - INFO - Epoch [120][860/1413] lr: 3.331e-01, eta: 2 days, 5:30:11, time: 1.146, data_time: 0.001, memory: 8482, top1_acc: 0.2724, top5_acc: 0.5055, loss_cls: 3.5942, loss: 3.5942, grad_norm: 1.1953 2020-10-07 16:54:43,729 - mmaction - INFO - Epoch [120][880/1413] lr: 3.331e-01, eta: 2 days, 5:29:57, time: 1.143, data_time: 0.002, memory: 8482, top1_acc: 0.2767, top5_acc: 0.5135, loss_cls: 3.5271, loss: 3.5271, grad_norm: 1.2085 2020-10-07 16:55:06,651 - mmaction - INFO - Epoch [120][900/1413] lr: 3.331e-01, eta: 2 days, 5:29:42, time: 1.147, data_time: 0.002, memory: 8482, top1_acc: 0.2797, top5_acc: 0.5147, loss_cls: 3.5250, loss: 3.5250, grad_norm: 1.2155 2020-10-07 16:55:29,514 - mmaction - INFO - Epoch [120][920/1413] lr: 3.331e-01, eta: 2 days, 5:29:28, time: 1.142, data_time: 0.001, memory: 8482, top1_acc: 0.2660, top5_acc: 0.5033, loss_cls: 3.5901, loss: 3.5901, grad_norm: 1.2089 2020-10-07 16:55:52,384 - mmaction - INFO - Epoch [120][940/1413] lr: 3.331e-01, eta: 2 days, 5:29:13, time: 1.144, data_time: 0.002, memory: 8482, top1_acc: 0.2878, top5_acc: 0.5211, loss_cls: 3.5124, loss: 3.5124, grad_norm: 1.2003 2020-10-07 16:56:15,298 - mmaction - INFO - Epoch [120][960/1413] lr: 3.331e-01, eta: 2 days, 5:28:59, time: 1.146, data_time: 0.002, memory: 8482, top1_acc: 0.2777, top5_acc: 0.5126, loss_cls: 3.5615, loss: 3.5615, grad_norm: 1.2219 2020-10-07 16:56:38,147 - mmaction - INFO - Epoch [120][980/1413] lr: 3.331e-01, eta: 2 days, 5:28:44, time: 1.142, data_time: 0.002, memory: 8482, top1_acc: 0.2682, top5_acc: 0.5078, loss_cls: 3.5717, loss: 3.5717, grad_norm: 1.2057 2020-10-07 16:57:00,964 - mmaction - INFO - Epoch [120][1000/1413] lr: 3.331e-01, eta: 2 days, 5:28:30, time: 1.142, data_time: 0.002, memory: 8482, top1_acc: 0.2747, top5_acc: 0.5049, loss_cls: 3.5800, loss: 3.5800, grad_norm: 1.2137 2020-10-07 16:57:23,882 - mmaction - INFO - Epoch [120][1020/1413] lr: 3.331e-01, eta: 2 days, 5:28:15, time: 1.146, data_time: 0.002, memory: 8482, top1_acc: 0.2714, top5_acc: 0.4992, loss_cls: 3.5571, loss: 3.5571, grad_norm: 1.2052 2020-10-07 16:57:46,756 - mmaction - INFO - Epoch [120][1040/1413] lr: 3.331e-01, eta: 2 days, 5:28:01, time: 1.144, data_time: 0.002, memory: 8482, top1_acc: 0.2780, top5_acc: 0.5107, loss_cls: 3.5470, loss: 3.5470, grad_norm: 1.1970 2020-10-07 16:58:09,573 - mmaction - INFO - Epoch [120][1060/1413] lr: 3.331e-01, eta: 2 days, 5:27:46, time: 1.141, data_time: 0.001, memory: 8482, top1_acc: 0.2801, top5_acc: 0.5148, loss_cls: 3.5333, loss: 3.5333, grad_norm: 1.2088 2020-10-07 16:58:32,464 - mmaction - INFO - Epoch [120][1080/1413] lr: 3.331e-01, eta: 2 days, 5:27:32, time: 1.144, data_time: 0.002, memory: 8482, top1_acc: 0.2746, top5_acc: 0.5055, loss_cls: 3.5371, loss: 3.5371, grad_norm: 1.2121 2020-10-07 16:58:55,376 - mmaction - INFO - Epoch [120][1100/1413] lr: 3.331e-01, eta: 2 days, 5:27:17, time: 1.145, data_time: 0.001, memory: 8482, top1_acc: 0.2746, top5_acc: 0.5129, loss_cls: 3.5561, loss: 3.5561, grad_norm: 1.2228 2020-10-07 16:59:18,302 - mmaction - INFO - Epoch [120][1120/1413] lr: 3.331e-01, eta: 2 days, 5:27:03, time: 1.147, data_time: 0.002, memory: 8482, top1_acc: 0.2680, top5_acc: 0.5031, loss_cls: 3.6060, loss: 3.6060, grad_norm: 1.1899 2020-10-07 16:59:41,160 - mmaction - INFO - Epoch [120][1140/1413] lr: 3.331e-01, eta: 2 days, 5:26:48, time: 1.142, data_time: 0.002, memory: 8482, top1_acc: 0.2724, top5_acc: 0.5083, loss_cls: 3.5876, loss: 3.5876, grad_norm: 1.2266 2020-10-07 17:00:04,326 - mmaction - INFO - Epoch [120][1160/1413] lr: 3.331e-01, eta: 2 days, 5:26:34, time: 1.157, data_time: 0.002, memory: 8482, top1_acc: 0.2703, top5_acc: 0.5013, loss_cls: 3.6131, loss: 3.6131, grad_norm: 1.2201 2020-10-07 17:00:27,265 - mmaction - INFO - Epoch [120][1180/1413] lr: 3.331e-01, eta: 2 days, 5:26:20, time: 1.149, data_time: 0.005, memory: 8482, top1_acc: 0.2691, top5_acc: 0.5121, loss_cls: 3.5675, loss: 3.5675, grad_norm: 1.2008 2020-10-07 17:00:50,139 - mmaction - INFO - Epoch [120][1200/1413] lr: 3.331e-01, eta: 2 days, 5:26:05, time: 1.144, data_time: 0.002, memory: 8482, top1_acc: 0.2656, top5_acc: 0.4969, loss_cls: 3.6142, loss: 3.6142, grad_norm: 1.2027 2020-10-07 17:01:13,051 - mmaction - INFO - Epoch [120][1220/1413] lr: 3.331e-01, eta: 2 days, 5:25:51, time: 1.145, data_time: 0.002, memory: 8482, top1_acc: 0.2766, top5_acc: 0.5072, loss_cls: 3.5711, loss: 3.5711, grad_norm: 1.2083 2020-10-07 17:01:35,935 - mmaction - INFO - Epoch [120][1240/1413] lr: 3.331e-01, eta: 2 days, 5:25:36, time: 1.145, data_time: 0.002, memory: 8482, top1_acc: 0.2755, top5_acc: 0.5139, loss_cls: 3.5609, loss: 3.5609, grad_norm: 1.1993 2020-10-07 17:01:58,860 - mmaction - INFO - Epoch [120][1260/1413] lr: 3.331e-01, eta: 2 days, 5:25:22, time: 1.146, data_time: 0.001, memory: 8482, top1_acc: 0.2706, top5_acc: 0.5115, loss_cls: 3.5857, loss: 3.5857, grad_norm: 1.2071 2020-10-07 17:02:21,757 - mmaction - INFO - Epoch [120][1280/1413] lr: 3.331e-01, eta: 2 days, 5:25:07, time: 1.145, data_time: 0.001, memory: 8482, top1_acc: 0.2780, top5_acc: 0.5053, loss_cls: 3.5830, loss: 3.5830, grad_norm: 1.2239 2020-10-07 17:02:44,637 - mmaction - INFO - Epoch [120][1300/1413] lr: 3.331e-01, eta: 2 days, 5:24:53, time: 1.143, data_time: 0.002, memory: 8482, top1_acc: 0.2645, top5_acc: 0.4992, loss_cls: 3.5885, loss: 3.5885, grad_norm: 1.2100 2020-10-07 17:03:07,451 - mmaction - INFO - Epoch [120][1320/1413] lr: 3.331e-01, eta: 2 days, 5:24:38, time: 1.141, data_time: 0.002, memory: 8482, top1_acc: 0.2652, top5_acc: 0.5052, loss_cls: 3.5882, loss: 3.5882, grad_norm: 1.2224 2020-10-07 17:03:30,377 - mmaction - INFO - Epoch [120][1340/1413] lr: 3.331e-01, eta: 2 days, 5:24:24, time: 1.146, data_time: 0.002, memory: 8482, top1_acc: 0.2784, top5_acc: 0.5121, loss_cls: 3.5429, loss: 3.5429, grad_norm: 1.2044 2020-10-07 17:03:53,253 - mmaction - INFO - Epoch [120][1360/1413] lr: 3.331e-01, eta: 2 days, 5:24:09, time: 1.145, data_time: 0.002, memory: 8482, top1_acc: 0.2730, top5_acc: 0.5066, loss_cls: 3.5410, loss: 3.5410, grad_norm: 1.2259 2020-10-07 17:04:16,211 - mmaction - INFO - Epoch [120][1380/1413] lr: 3.331e-01, eta: 2 days, 5:23:55, time: 1.146, data_time: 0.001, memory: 8482, top1_acc: 0.2798, top5_acc: 0.4999, loss_cls: 3.5765, loss: 3.5765, grad_norm: 1.2160 2020-10-07 17:04:39,053 - mmaction - INFO - Epoch [120][1400/1413] lr: 3.331e-01, eta: 2 days, 5:23:40, time: 1.143, data_time: 0.003, memory: 8482, top1_acc: 0.2707, top5_acc: 0.5018, loss_cls: 3.6062, loss: 3.6062, grad_norm: 1.2149 2020-10-07 17:04:55,665 - mmaction - INFO - Saving checkpoint at 120 epochs 2020-10-07 17:06:20,941 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-07 17:06:23,466 - mmaction - INFO - top1_acc 0.2598 top5_acc 0.4942 2020-10-07 17:06:23,466 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-07 17:06:23,584 - mmaction - INFO - mean_acc 0.2597 2020-10-07 17:06:23,599 - mmaction - INFO - Epoch(val) [120][1413] top1_acc: 0.2598, top5_acc: 0.4942, mean_class_accuracy: 0.2597 2020-10-07 17:07:09,431 - mmaction - INFO - Epoch [121][20/1413] lr: 3.294e-01, eta: 2 days, 5:23:31, time: 2.290, data_time: 1.326, memory: 8482, top1_acc: 0.2776, top5_acc: 0.5033, loss_cls: 3.5793, loss: 3.5793, grad_norm: 1.2309 2020-10-07 17:07:28,654 - mmaction - INFO - Epoch [121][40/1413] lr: 3.294e-01, eta: 2 days, 5:23:10, time: 0.961, data_time: 0.002, memory: 8482, top1_acc: 0.2818, top5_acc: 0.5112, loss_cls: 3.5641, loss: 3.5641, grad_norm: 1.2149 2020-10-07 17:07:48,106 - mmaction - INFO - Epoch [121][60/1413] lr: 3.294e-01, eta: 2 days, 5:22:49, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.2727, top5_acc: 0.5023, loss_cls: 3.5583, loss: 3.5583, grad_norm: 1.2018 2020-10-07 17:08:07,656 - mmaction - INFO - Epoch [121][80/1413] lr: 3.294e-01, eta: 2 days, 5:22:28, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2784, top5_acc: 0.5118, loss_cls: 3.5317, loss: 3.5317, grad_norm: 1.2185 2020-10-07 17:08:27,194 - mmaction - INFO - Epoch [121][100/1413] lr: 3.294e-01, eta: 2 days, 5:22:07, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2807, top5_acc: 0.5164, loss_cls: 3.5267, loss: 3.5267, grad_norm: 1.1960 2020-10-07 17:08:46,751 - mmaction - INFO - Epoch [121][120/1413] lr: 3.294e-01, eta: 2 days, 5:21:46, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2781, top5_acc: 0.5118, loss_cls: 3.5226, loss: 3.5226, grad_norm: 1.2127 2020-10-07 17:09:06,357 - mmaction - INFO - Epoch [121][140/1413] lr: 3.294e-01, eta: 2 days, 5:21:25, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2760, top5_acc: 0.5079, loss_cls: 3.5433, loss: 3.5433, grad_norm: 1.2195 2020-10-07 17:09:25,876 - mmaction - INFO - Epoch [121][160/1413] lr: 3.294e-01, eta: 2 days, 5:21:04, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2729, top5_acc: 0.5091, loss_cls: 3.5654, loss: 3.5654, grad_norm: 1.2292 2020-10-07 17:09:45,579 - mmaction - INFO - Epoch [121][180/1413] lr: 3.294e-01, eta: 2 days, 5:20:44, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2758, top5_acc: 0.5134, loss_cls: 3.5466, loss: 3.5466, grad_norm: 1.2231 2020-10-07 17:10:05,089 - mmaction - INFO - Epoch [121][200/1413] lr: 3.294e-01, eta: 2 days, 5:20:23, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2712, top5_acc: 0.5112, loss_cls: 3.5446, loss: 3.5446, grad_norm: 1.2068 2020-10-07 17:10:24,695 - mmaction - INFO - Epoch [121][220/1413] lr: 3.294e-01, eta: 2 days, 5:20:02, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2823, top5_acc: 0.5212, loss_cls: 3.5183, loss: 3.5183, grad_norm: 1.2208 2020-10-07 17:10:44,282 - mmaction - INFO - Epoch [121][240/1413] lr: 3.294e-01, eta: 2 days, 5:19:41, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2725, top5_acc: 0.5073, loss_cls: 3.5640, loss: 3.5640, grad_norm: 1.2206 2020-10-07 17:11:03,870 - mmaction - INFO - Epoch [121][260/1413] lr: 3.294e-01, eta: 2 days, 5:19:20, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2762, top5_acc: 0.5161, loss_cls: 3.5617, loss: 3.5617, grad_norm: 1.2229 2020-10-07 17:11:23,513 - mmaction - INFO - Epoch [121][280/1413] lr: 3.294e-01, eta: 2 days, 5:19:00, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2751, top5_acc: 0.5121, loss_cls: 3.5698, loss: 3.5698, grad_norm: 1.1928 2020-10-07 17:11:43,134 - mmaction - INFO - Epoch [121][300/1413] lr: 3.294e-01, eta: 2 days, 5:18:39, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2715, top5_acc: 0.5061, loss_cls: 3.5722, loss: 3.5722, grad_norm: 1.2069 2020-10-07 17:12:02,649 - mmaction - INFO - Epoch [121][320/1413] lr: 3.294e-01, eta: 2 days, 5:18:18, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2846, top5_acc: 0.5208, loss_cls: 3.5261, loss: 3.5261, grad_norm: 1.2309 2020-10-07 17:12:22,166 - mmaction - INFO - Epoch [121][340/1413] lr: 3.294e-01, eta: 2 days, 5:17:57, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2763, top5_acc: 0.5141, loss_cls: 3.5746, loss: 3.5746, grad_norm: 1.2324 2020-10-07 17:12:41,774 - mmaction - INFO - Epoch [121][360/1413] lr: 3.294e-01, eta: 2 days, 5:17:36, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2721, top5_acc: 0.5061, loss_cls: 3.5756, loss: 3.5756, grad_norm: 1.2028 2020-10-07 17:13:01,212 - mmaction - INFO - Epoch [121][380/1413] lr: 3.294e-01, eta: 2 days, 5:17:15, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.2836, top5_acc: 0.5273, loss_cls: 3.4896, loss: 3.4896, grad_norm: 1.2143 2020-10-07 17:13:20,761 - mmaction - INFO - Epoch [121][400/1413] lr: 3.294e-01, eta: 2 days, 5:16:54, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2773, top5_acc: 0.5079, loss_cls: 3.5389, loss: 3.5389, grad_norm: 1.2438 2020-10-07 17:13:40,220 - mmaction - INFO - Epoch [121][420/1413] lr: 3.294e-01, eta: 2 days, 5:16:33, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.2803, top5_acc: 0.5161, loss_cls: 3.5202, loss: 3.5202, grad_norm: 1.1984 2020-10-07 17:13:59,697 - mmaction - INFO - Epoch [121][440/1413] lr: 3.294e-01, eta: 2 days, 5:16:12, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2768, top5_acc: 0.5134, loss_cls: 3.5412, loss: 3.5412, grad_norm: 1.2374 2020-10-07 17:14:19,312 - mmaction - INFO - Epoch [121][460/1413] lr: 3.294e-01, eta: 2 days, 5:15:52, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2710, top5_acc: 0.4967, loss_cls: 3.6142, loss: 3.6142, grad_norm: 1.1967 2020-10-07 17:14:38,925 - mmaction - INFO - Epoch [121][480/1413] lr: 3.294e-01, eta: 2 days, 5:15:31, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2743, top5_acc: 0.5062, loss_cls: 3.5803, loss: 3.5803, grad_norm: 1.2183 2020-10-07 17:14:58,421 - mmaction - INFO - Epoch [121][500/1413] lr: 3.294e-01, eta: 2 days, 5:15:10, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2711, top5_acc: 0.5095, loss_cls: 3.5608, loss: 3.5608, grad_norm: 1.2372 2020-10-07 17:15:18,005 - mmaction - INFO - Epoch [121][520/1413] lr: 3.294e-01, eta: 2 days, 5:14:49, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2708, top5_acc: 0.5073, loss_cls: 3.5786, loss: 3.5786, grad_norm: 1.2087 2020-10-07 17:15:37,635 - mmaction - INFO - Epoch [121][540/1413] lr: 3.294e-01, eta: 2 days, 5:14:28, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2745, top5_acc: 0.5102, loss_cls: 3.5633, loss: 3.5633, grad_norm: 1.2209 2020-10-07 17:15:57,372 - mmaction - INFO - Epoch [121][560/1413] lr: 3.294e-01, eta: 2 days, 5:14:08, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.2733, top5_acc: 0.5079, loss_cls: 3.5223, loss: 3.5223, grad_norm: 1.2011 2020-10-07 17:16:16,935 - mmaction - INFO - Epoch [121][580/1413] lr: 3.294e-01, eta: 2 days, 5:13:47, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2697, top5_acc: 0.5055, loss_cls: 3.5738, loss: 3.5738, grad_norm: 1.2170 2020-10-07 17:16:36,489 - mmaction - INFO - Epoch [121][600/1413] lr: 3.294e-01, eta: 2 days, 5:13:26, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2734, top5_acc: 0.5056, loss_cls: 3.5695, loss: 3.5695, grad_norm: 1.2117 2020-10-07 17:16:56,109 - mmaction - INFO - Epoch [121][620/1413] lr: 3.294e-01, eta: 2 days, 5:13:06, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2811, top5_acc: 0.5207, loss_cls: 3.5219, loss: 3.5219, grad_norm: 1.2159 2020-10-07 17:17:15,683 - mmaction - INFO - Epoch [121][640/1413] lr: 3.294e-01, eta: 2 days, 5:12:45, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2833, top5_acc: 0.5137, loss_cls: 3.5317, loss: 3.5317, grad_norm: 1.2242 2020-10-07 17:17:35,181 - mmaction - INFO - Epoch [121][660/1413] lr: 3.294e-01, eta: 2 days, 5:12:24, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2792, top5_acc: 0.5184, loss_cls: 3.5133, loss: 3.5133, grad_norm: 1.2264 2020-10-07 17:17:54,680 - mmaction - INFO - Epoch [121][680/1413] lr: 3.294e-01, eta: 2 days, 5:12:03, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2681, top5_acc: 0.5137, loss_cls: 3.5452, loss: 3.5452, grad_norm: 1.2217 2020-10-07 17:18:14,302 - mmaction - INFO - Epoch [121][700/1413] lr: 3.294e-01, eta: 2 days, 5:11:42, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2727, top5_acc: 0.5066, loss_cls: 3.5670, loss: 3.5670, grad_norm: 1.2264 2020-10-07 17:18:33,866 - mmaction - INFO - Epoch [121][720/1413] lr: 3.294e-01, eta: 2 days, 5:11:21, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2797, top5_acc: 0.5129, loss_cls: 3.5196, loss: 3.5196, grad_norm: 1.2259 2020-10-07 17:18:53,384 - mmaction - INFO - Epoch [121][740/1413] lr: 3.294e-01, eta: 2 days, 5:11:00, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.2642, top5_acc: 0.4943, loss_cls: 3.5918, loss: 3.5918, grad_norm: 1.2307 2020-10-07 17:19:12,982 - mmaction - INFO - Epoch [121][760/1413] lr: 3.294e-01, eta: 2 days, 5:10:40, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2771, top5_acc: 0.5121, loss_cls: 3.5436, loss: 3.5436, grad_norm: 1.2066 2020-10-07 17:19:32,587 - mmaction - INFO - Epoch [121][780/1413] lr: 3.294e-01, eta: 2 days, 5:10:19, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2902, top5_acc: 0.5125, loss_cls: 3.5290, loss: 3.5290, grad_norm: 1.2105 2020-10-07 17:19:52,204 - mmaction - INFO - Epoch [121][800/1413] lr: 3.294e-01, eta: 2 days, 5:09:58, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2754, top5_acc: 0.5100, loss_cls: 3.5685, loss: 3.5685, grad_norm: 1.2324 2020-10-07 17:20:11,820 - mmaction - INFO - Epoch [121][820/1413] lr: 3.294e-01, eta: 2 days, 5:09:38, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2755, top5_acc: 0.5025, loss_cls: 3.5914, loss: 3.5914, grad_norm: 1.2083 2020-10-07 17:20:31,439 - mmaction - INFO - Epoch [121][840/1413] lr: 3.294e-01, eta: 2 days, 5:09:17, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2612, top5_acc: 0.4986, loss_cls: 3.6204, loss: 3.6204, grad_norm: 1.2199 2020-10-07 17:20:51,026 - mmaction - INFO - Epoch [121][860/1413] lr: 3.294e-01, eta: 2 days, 5:08:56, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2754, top5_acc: 0.5074, loss_cls: 3.5613, loss: 3.5613, grad_norm: 1.2041 2020-10-07 17:21:10,569 - mmaction - INFO - Epoch [121][880/1413] lr: 3.294e-01, eta: 2 days, 5:08:35, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2701, top5_acc: 0.5135, loss_cls: 3.5475, loss: 3.5475, grad_norm: 1.2120 2020-10-07 17:21:30,094 - mmaction - INFO - Epoch [121][900/1413] lr: 3.294e-01, eta: 2 days, 5:08:14, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2764, top5_acc: 0.5201, loss_cls: 3.5056, loss: 3.5056, grad_norm: 1.2197 2020-10-07 17:21:49,652 - mmaction - INFO - Epoch [121][920/1413] lr: 3.294e-01, eta: 2 days, 5:07:53, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2698, top5_acc: 0.5089, loss_cls: 3.5709, loss: 3.5709, grad_norm: 1.2185 2020-10-07 17:22:09,227 - mmaction - INFO - Epoch [121][940/1413] lr: 3.294e-01, eta: 2 days, 5:07:33, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2706, top5_acc: 0.5138, loss_cls: 3.5535, loss: 3.5535, grad_norm: 1.2102 2020-10-07 17:22:28,824 - mmaction - INFO - Epoch [121][960/1413] lr: 3.294e-01, eta: 2 days, 5:07:12, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2759, top5_acc: 0.5083, loss_cls: 3.5666, loss: 3.5666, grad_norm: 1.1942 2020-10-07 17:22:48,454 - mmaction - INFO - Epoch [121][980/1413] lr: 3.294e-01, eta: 2 days, 5:06:51, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2698, top5_acc: 0.5122, loss_cls: 3.5563, loss: 3.5563, grad_norm: 1.2379 2020-10-07 17:23:08,068 - mmaction - INFO - Epoch [121][1000/1413] lr: 3.294e-01, eta: 2 days, 5:06:30, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2874, top5_acc: 0.5194, loss_cls: 3.5035, loss: 3.5035, grad_norm: 1.2284 2020-10-07 17:23:27,725 - mmaction - INFO - Epoch [121][1020/1413] lr: 3.294e-01, eta: 2 days, 5:06:10, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2783, top5_acc: 0.5193, loss_cls: 3.5529, loss: 3.5529, grad_norm: 1.2231 2020-10-07 17:23:47,387 - mmaction - INFO - Epoch [121][1040/1413] lr: 3.294e-01, eta: 2 days, 5:05:49, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2766, top5_acc: 0.5099, loss_cls: 3.5473, loss: 3.5473, grad_norm: 1.2238 2020-10-07 17:24:06,996 - mmaction - INFO - Epoch [121][1060/1413] lr: 3.294e-01, eta: 2 days, 5:05:28, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2746, top5_acc: 0.5062, loss_cls: 3.5935, loss: 3.5935, grad_norm: 1.2002 2020-10-07 17:24:26,512 - mmaction - INFO - Epoch [121][1080/1413] lr: 3.294e-01, eta: 2 days, 5:05:08, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2736, top5_acc: 0.5094, loss_cls: 3.5691, loss: 3.5691, grad_norm: 1.2271 2020-10-07 17:24:46,067 - mmaction - INFO - Epoch [121][1100/1413] lr: 3.294e-01, eta: 2 days, 5:04:47, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2771, top5_acc: 0.5051, loss_cls: 3.5652, loss: 3.5652, grad_norm: 1.2155 2020-10-07 17:25:05,753 - mmaction - INFO - Epoch [121][1120/1413] lr: 3.294e-01, eta: 2 days, 5:04:26, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2814, top5_acc: 0.5113, loss_cls: 3.5392, loss: 3.5392, grad_norm: 1.2199 2020-10-07 17:25:25,444 - mmaction - INFO - Epoch [121][1140/1413] lr: 3.294e-01, eta: 2 days, 5:04:05, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2650, top5_acc: 0.5013, loss_cls: 3.6110, loss: 3.6110, grad_norm: 1.2296 2020-10-07 17:25:45,073 - mmaction - INFO - Epoch [121][1160/1413] lr: 3.294e-01, eta: 2 days, 5:03:45, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2714, top5_acc: 0.5128, loss_cls: 3.5482, loss: 3.5482, grad_norm: 1.2082 2020-10-07 17:26:04,667 - mmaction - INFO - Epoch [121][1180/1413] lr: 3.294e-01, eta: 2 days, 5:03:24, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2671, top5_acc: 0.5053, loss_cls: 3.5794, loss: 3.5794, grad_norm: 1.2232 2020-10-07 17:26:24,378 - mmaction - INFO - Epoch [121][1200/1413] lr: 3.294e-01, eta: 2 days, 5:03:04, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2755, top5_acc: 0.5117, loss_cls: 3.5675, loss: 3.5675, grad_norm: 1.2368 2020-10-07 17:26:44,103 - mmaction - INFO - Epoch [121][1220/1413] lr: 3.294e-01, eta: 2 days, 5:02:43, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2721, top5_acc: 0.5139, loss_cls: 3.5512, loss: 3.5512, grad_norm: 1.2307 2020-10-07 17:27:03,711 - mmaction - INFO - Epoch [121][1240/1413] lr: 3.294e-01, eta: 2 days, 5:02:22, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2786, top5_acc: 0.5184, loss_cls: 3.5261, loss: 3.5261, grad_norm: 1.2099 2020-10-07 17:27:23,335 - mmaction - INFO - Epoch [121][1260/1413] lr: 3.294e-01, eta: 2 days, 5:02:02, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2737, top5_acc: 0.5043, loss_cls: 3.5833, loss: 3.5833, grad_norm: 1.2148 2020-10-07 17:27:43,046 - mmaction - INFO - Epoch [121][1280/1413] lr: 3.294e-01, eta: 2 days, 5:01:41, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2754, top5_acc: 0.5168, loss_cls: 3.5385, loss: 3.5385, grad_norm: 1.2119 2020-10-07 17:28:02,693 - mmaction - INFO - Epoch [121][1300/1413] lr: 3.294e-01, eta: 2 days, 5:01:20, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2805, top5_acc: 0.5180, loss_cls: 3.5168, loss: 3.5168, grad_norm: 1.2214 2020-10-07 17:28:22,223 - mmaction - INFO - Epoch [121][1320/1413] lr: 3.294e-01, eta: 2 days, 5:00:59, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2793, top5_acc: 0.5156, loss_cls: 3.5126, loss: 3.5126, grad_norm: 1.2279 2020-10-07 17:28:41,781 - mmaction - INFO - Epoch [121][1340/1413] lr: 3.294e-01, eta: 2 days, 5:00:39, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2711, top5_acc: 0.5068, loss_cls: 3.5858, loss: 3.5858, grad_norm: 1.2307 2020-10-07 17:29:01,352 - mmaction - INFO - Epoch [121][1360/1413] lr: 3.294e-01, eta: 2 days, 5:00:18, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2690, top5_acc: 0.4993, loss_cls: 3.5922, loss: 3.5922, grad_norm: 1.2059 2020-10-07 17:29:20,915 - mmaction - INFO - Epoch [121][1380/1413] lr: 3.294e-01, eta: 2 days, 4:59:57, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2704, top5_acc: 0.5021, loss_cls: 3.5995, loss: 3.5995, grad_norm: 1.2066 2020-10-07 17:29:40,542 - mmaction - INFO - Epoch [121][1400/1413] lr: 3.294e-01, eta: 2 days, 4:59:36, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2757, top5_acc: 0.5141, loss_cls: 3.5567, loss: 3.5567, grad_norm: 1.2204 2020-10-07 17:30:43,642 - mmaction - INFO - Epoch [122][20/1413] lr: 3.257e-01, eta: 2 days, 4:59:35, time: 2.499, data_time: 1.478, memory: 8482, top1_acc: 0.2768, top5_acc: 0.5051, loss_cls: 3.5723, loss: 3.5723, grad_norm: 1.2342 2020-10-07 17:31:03,073 - mmaction - INFO - Epoch [122][40/1413] lr: 3.257e-01, eta: 2 days, 4:59:14, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.2763, top5_acc: 0.5202, loss_cls: 3.5140, loss: 3.5140, grad_norm: 1.2258 2020-10-07 17:31:22,618 - mmaction - INFO - Epoch [122][60/1413] lr: 3.257e-01, eta: 2 days, 4:58:53, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2819, top5_acc: 0.5168, loss_cls: 3.5120, loss: 3.5120, grad_norm: 1.2125 2020-10-07 17:31:42,179 - mmaction - INFO - Epoch [122][80/1413] lr: 3.257e-01, eta: 2 days, 4:58:32, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2875, top5_acc: 0.5178, loss_cls: 3.5088, loss: 3.5088, grad_norm: 1.2410 2020-10-07 17:32:01,698 - mmaction - INFO - Epoch [122][100/1413] lr: 3.257e-01, eta: 2 days, 4:58:11, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2788, top5_acc: 0.5125, loss_cls: 3.5472, loss: 3.5472, grad_norm: 1.2296 2020-10-07 17:32:21,289 - mmaction - INFO - Epoch [122][120/1413] lr: 3.257e-01, eta: 2 days, 4:57:50, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2910, top5_acc: 0.5163, loss_cls: 3.5059, loss: 3.5059, grad_norm: 1.2072 2020-10-07 17:32:40,845 - mmaction - INFO - Epoch [122][140/1413] lr: 3.257e-01, eta: 2 days, 4:57:30, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2822, top5_acc: 0.5242, loss_cls: 3.4969, loss: 3.4969, grad_norm: 1.2045 2020-10-07 17:33:00,451 - mmaction - INFO - Epoch [122][160/1413] lr: 3.257e-01, eta: 2 days, 4:57:09, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2870, top5_acc: 0.5184, loss_cls: 3.5129, loss: 3.5129, grad_norm: 1.2318 2020-10-07 17:33:19,972 - mmaction - INFO - Epoch [122][180/1413] lr: 3.257e-01, eta: 2 days, 4:56:48, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2664, top5_acc: 0.5126, loss_cls: 3.5440, loss: 3.5440, grad_norm: 1.2409 2020-10-07 17:33:39,623 - mmaction - INFO - Epoch [122][200/1413] lr: 3.257e-01, eta: 2 days, 4:56:27, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2828, top5_acc: 0.5115, loss_cls: 3.5512, loss: 3.5512, grad_norm: 1.2124 2020-10-07 17:33:59,174 - mmaction - INFO - Epoch [122][220/1413] lr: 3.257e-01, eta: 2 days, 4:56:06, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2771, top5_acc: 0.5087, loss_cls: 3.5445, loss: 3.5445, grad_norm: 1.2378 2020-10-07 17:34:18,913 - mmaction - INFO - Epoch [122][240/1413] lr: 3.257e-01, eta: 2 days, 4:55:46, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2760, top5_acc: 0.5105, loss_cls: 3.5387, loss: 3.5387, grad_norm: 1.2329 2020-10-07 17:34:38,564 - mmaction - INFO - Epoch [122][260/1413] lr: 3.257e-01, eta: 2 days, 4:55:25, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2818, top5_acc: 0.5128, loss_cls: 3.5350, loss: 3.5350, grad_norm: 1.2005 2020-10-07 17:34:58,290 - mmaction - INFO - Epoch [122][280/1413] lr: 3.257e-01, eta: 2 days, 4:55:05, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2768, top5_acc: 0.5187, loss_cls: 3.5085, loss: 3.5085, grad_norm: 1.2243 2020-10-07 17:35:17,952 - mmaction - INFO - Epoch [122][300/1413] lr: 3.257e-01, eta: 2 days, 4:54:44, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2829, top5_acc: 0.5134, loss_cls: 3.5315, loss: 3.5315, grad_norm: 1.2115 2020-10-07 17:35:37,501 - mmaction - INFO - Epoch [122][320/1413] lr: 3.257e-01, eta: 2 days, 4:54:23, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2749, top5_acc: 0.5100, loss_cls: 3.5527, loss: 3.5527, grad_norm: 1.2380 2020-10-07 17:35:57,165 - mmaction - INFO - Epoch [122][340/1413] lr: 3.257e-01, eta: 2 days, 4:54:03, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2792, top5_acc: 0.5132, loss_cls: 3.5471, loss: 3.5471, grad_norm: 1.2209 2020-10-07 17:36:16,923 - mmaction - INFO - Epoch [122][360/1413] lr: 3.257e-01, eta: 2 days, 4:53:42, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.2753, top5_acc: 0.5132, loss_cls: 3.5437, loss: 3.5437, grad_norm: 1.2209 2020-10-07 17:36:36,512 - mmaction - INFO - Epoch [122][380/1413] lr: 3.257e-01, eta: 2 days, 4:53:21, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2747, top5_acc: 0.5021, loss_cls: 3.5887, loss: 3.5887, grad_norm: 1.2225 2020-10-07 17:36:56,218 - mmaction - INFO - Epoch [122][400/1413] lr: 3.257e-01, eta: 2 days, 4:53:01, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2812, top5_acc: 0.5168, loss_cls: 3.5162, loss: 3.5162, grad_norm: 1.2226 2020-10-07 17:37:15,936 - mmaction - INFO - Epoch [122][420/1413] lr: 3.257e-01, eta: 2 days, 4:52:40, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2785, top5_acc: 0.5165, loss_cls: 3.5490, loss: 3.5490, grad_norm: 1.2309 2020-10-07 17:37:35,614 - mmaction - INFO - Epoch [122][440/1413] lr: 3.257e-01, eta: 2 days, 4:52:20, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2837, top5_acc: 0.5165, loss_cls: 3.5002, loss: 3.5002, grad_norm: 1.2273 2020-10-07 17:37:55,198 - mmaction - INFO - Epoch [122][460/1413] lr: 3.257e-01, eta: 2 days, 4:51:59, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2747, top5_acc: 0.5129, loss_cls: 3.5852, loss: 3.5852, grad_norm: 1.2246 2020-10-07 17:38:14,683 - mmaction - INFO - Epoch [122][480/1413] lr: 3.257e-01, eta: 2 days, 4:51:38, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.2746, top5_acc: 0.5150, loss_cls: 3.5300, loss: 3.5300, grad_norm: 1.2126 2020-10-07 17:38:34,337 - mmaction - INFO - Epoch [122][500/1413] lr: 3.257e-01, eta: 2 days, 4:51:17, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2852, top5_acc: 0.5241, loss_cls: 3.5388, loss: 3.5388, grad_norm: 1.2059 2020-10-07 17:38:53,986 - mmaction - INFO - Epoch [122][520/1413] lr: 3.257e-01, eta: 2 days, 4:50:57, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2810, top5_acc: 0.5176, loss_cls: 3.5141, loss: 3.5141, grad_norm: 1.2252 2020-10-07 17:39:13,655 - mmaction - INFO - Epoch [122][540/1413] lr: 3.257e-01, eta: 2 days, 4:50:36, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2814, top5_acc: 0.5139, loss_cls: 3.5395, loss: 3.5395, grad_norm: 1.2264 2020-10-07 17:39:33,202 - mmaction - INFO - Epoch [122][560/1413] lr: 3.257e-01, eta: 2 days, 4:50:15, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2728, top5_acc: 0.5086, loss_cls: 3.5527, loss: 3.5527, grad_norm: 1.1968 2020-10-07 17:39:52,907 - mmaction - INFO - Epoch [122][580/1413] lr: 3.257e-01, eta: 2 days, 4:49:55, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2786, top5_acc: 0.5237, loss_cls: 3.5165, loss: 3.5165, grad_norm: 1.2257 2020-10-07 17:40:12,521 - mmaction - INFO - Epoch [122][600/1413] lr: 3.257e-01, eta: 2 days, 4:49:34, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2797, top5_acc: 0.5194, loss_cls: 3.5326, loss: 3.5326, grad_norm: 1.2356 2020-10-07 17:40:32,247 - mmaction - INFO - Epoch [122][620/1413] lr: 3.257e-01, eta: 2 days, 4:49:14, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2832, top5_acc: 0.5185, loss_cls: 3.5263, loss: 3.5263, grad_norm: 1.2301 2020-10-07 17:40:51,889 - mmaction - INFO - Epoch [122][640/1413] lr: 3.257e-01, eta: 2 days, 4:48:53, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2837, top5_acc: 0.5168, loss_cls: 3.5063, loss: 3.5063, grad_norm: 1.2142 2020-10-07 17:41:11,484 - mmaction - INFO - Epoch [122][660/1413] lr: 3.257e-01, eta: 2 days, 4:48:32, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2803, top5_acc: 0.5197, loss_cls: 3.5202, loss: 3.5202, grad_norm: 1.2354 2020-10-07 17:41:31,072 - mmaction - INFO - Epoch [122][680/1413] lr: 3.257e-01, eta: 2 days, 4:48:11, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2737, top5_acc: 0.5154, loss_cls: 3.5664, loss: 3.5664, grad_norm: 1.2212 2020-10-07 17:41:50,633 - mmaction - INFO - Epoch [122][700/1413] lr: 3.257e-01, eta: 2 days, 4:47:50, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2854, top5_acc: 0.5146, loss_cls: 3.5140, loss: 3.5140, grad_norm: 1.2174 2020-10-07 17:42:10,306 - mmaction - INFO - Epoch [122][720/1413] lr: 3.257e-01, eta: 2 days, 4:47:30, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2827, top5_acc: 0.5122, loss_cls: 3.5322, loss: 3.5322, grad_norm: 1.2299 2020-10-07 17:42:29,928 - mmaction - INFO - Epoch [122][740/1413] lr: 3.257e-01, eta: 2 days, 4:47:09, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2786, top5_acc: 0.5033, loss_cls: 3.5671, loss: 3.5671, grad_norm: 1.2374 2020-10-07 17:42:49,597 - mmaction - INFO - Epoch [122][760/1413] lr: 3.257e-01, eta: 2 days, 4:46:49, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2775, top5_acc: 0.5151, loss_cls: 3.5228, loss: 3.5228, grad_norm: 1.2205 2020-10-07 17:43:09,115 - mmaction - INFO - Epoch [122][780/1413] lr: 3.257e-01, eta: 2 days, 4:46:28, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2732, top5_acc: 0.5056, loss_cls: 3.5599, loss: 3.5599, grad_norm: 1.2190 2020-10-07 17:43:28,849 - mmaction - INFO - Epoch [122][800/1413] lr: 3.257e-01, eta: 2 days, 4:46:07, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2746, top5_acc: 0.5089, loss_cls: 3.5556, loss: 3.5556, grad_norm: 1.2189 2020-10-07 17:43:48,422 - mmaction - INFO - Epoch [122][820/1413] lr: 3.257e-01, eta: 2 days, 4:45:46, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2750, top5_acc: 0.5160, loss_cls: 3.5284, loss: 3.5284, grad_norm: 1.2093 2020-10-07 17:44:08,038 - mmaction - INFO - Epoch [122][840/1413] lr: 3.257e-01, eta: 2 days, 4:45:26, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2737, top5_acc: 0.5023, loss_cls: 3.5772, loss: 3.5772, grad_norm: 1.2210 2020-10-07 17:44:27,653 - mmaction - INFO - Epoch [122][860/1413] lr: 3.257e-01, eta: 2 days, 4:45:05, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2751, top5_acc: 0.5158, loss_cls: 3.5241, loss: 3.5241, grad_norm: 1.2269 2020-10-07 17:44:47,212 - mmaction - INFO - Epoch [122][880/1413] lr: 3.257e-01, eta: 2 days, 4:44:44, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2781, top5_acc: 0.5099, loss_cls: 3.5452, loss: 3.5452, grad_norm: 1.2211 2020-10-07 17:45:06,725 - mmaction - INFO - Epoch [122][900/1413] lr: 3.257e-01, eta: 2 days, 4:44:23, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2768, top5_acc: 0.5081, loss_cls: 3.5569, loss: 3.5569, grad_norm: 1.2255 2020-10-07 17:45:26,367 - mmaction - INFO - Epoch [122][920/1413] lr: 3.257e-01, eta: 2 days, 4:44:03, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2732, top5_acc: 0.5070, loss_cls: 3.5878, loss: 3.5878, grad_norm: 1.2163 2020-10-07 17:45:45,963 - mmaction - INFO - Epoch [122][940/1413] lr: 3.257e-01, eta: 2 days, 4:43:42, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2665, top5_acc: 0.5017, loss_cls: 3.6019, loss: 3.6019, grad_norm: 1.2419 2020-10-07 17:46:05,483 - mmaction - INFO - Epoch [122][960/1413] lr: 3.257e-01, eta: 2 days, 4:43:21, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2760, top5_acc: 0.5118, loss_cls: 3.5325, loss: 3.5325, grad_norm: 1.2293 2020-10-07 17:46:25,061 - mmaction - INFO - Epoch [122][980/1413] lr: 3.257e-01, eta: 2 days, 4:43:00, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2758, top5_acc: 0.5133, loss_cls: 3.5356, loss: 3.5356, grad_norm: 1.2227 2020-10-07 17:46:44,668 - mmaction - INFO - Epoch [122][1000/1413] lr: 3.257e-01, eta: 2 days, 4:42:40, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2720, top5_acc: 0.5021, loss_cls: 3.5609, loss: 3.5609, grad_norm: 1.2233 2020-10-07 17:47:04,357 - mmaction - INFO - Epoch [122][1020/1413] lr: 3.257e-01, eta: 2 days, 4:42:19, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2798, top5_acc: 0.5074, loss_cls: 3.5640, loss: 3.5640, grad_norm: 1.2279 2020-10-07 17:47:23,994 - mmaction - INFO - Epoch [122][1040/1413] lr: 3.257e-01, eta: 2 days, 4:41:58, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2823, top5_acc: 0.5099, loss_cls: 3.5424, loss: 3.5424, grad_norm: 1.2326 2020-10-07 17:47:43,658 - mmaction - INFO - Epoch [122][1060/1413] lr: 3.257e-01, eta: 2 days, 4:41:38, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2813, top5_acc: 0.5154, loss_cls: 3.5115, loss: 3.5115, grad_norm: 1.2284 2020-10-07 17:48:03,275 - mmaction - INFO - Epoch [122][1080/1413] lr: 3.257e-01, eta: 2 days, 4:41:17, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2811, top5_acc: 0.5120, loss_cls: 3.5159, loss: 3.5159, grad_norm: 1.2246 2020-10-07 17:48:22,906 - mmaction - INFO - Epoch [122][1100/1413] lr: 3.257e-01, eta: 2 days, 4:40:56, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2845, top5_acc: 0.5145, loss_cls: 3.5173, loss: 3.5173, grad_norm: 1.2198 2020-10-07 17:48:42,557 - mmaction - INFO - Epoch [122][1120/1413] lr: 3.257e-01, eta: 2 days, 4:40:36, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2715, top5_acc: 0.5064, loss_cls: 3.6070, loss: 3.6070, grad_norm: 1.2526 2020-10-07 17:49:02,204 - mmaction - INFO - Epoch [122][1140/1413] lr: 3.257e-01, eta: 2 days, 4:40:15, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2730, top5_acc: 0.5085, loss_cls: 3.5668, loss: 3.5668, grad_norm: 1.2051 2020-10-07 17:49:21,790 - mmaction - INFO - Epoch [122][1160/1413] lr: 3.257e-01, eta: 2 days, 4:39:54, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2757, top5_acc: 0.5107, loss_cls: 3.5441, loss: 3.5441, grad_norm: 1.2047 2020-10-07 17:49:41,335 - mmaction - INFO - Epoch [122][1180/1413] lr: 3.257e-01, eta: 2 days, 4:39:33, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2857, top5_acc: 0.5176, loss_cls: 3.5158, loss: 3.5158, grad_norm: 1.2241 2020-10-07 17:50:00,831 - mmaction - INFO - Epoch [122][1200/1413] lr: 3.257e-01, eta: 2 days, 4:39:13, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2746, top5_acc: 0.5063, loss_cls: 3.5666, loss: 3.5666, grad_norm: 1.2245 2020-10-07 17:50:20,433 - mmaction - INFO - Epoch [122][1220/1413] lr: 3.257e-01, eta: 2 days, 4:38:52, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2671, top5_acc: 0.5036, loss_cls: 3.5750, loss: 3.5750, grad_norm: 1.2215 2020-10-07 17:50:40,155 - mmaction - INFO - Epoch [122][1240/1413] lr: 3.257e-01, eta: 2 days, 4:38:31, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2738, top5_acc: 0.5003, loss_cls: 3.6001, loss: 3.6001, grad_norm: 1.2160 2020-10-07 17:50:59,761 - mmaction - INFO - Epoch [122][1260/1413] lr: 3.257e-01, eta: 2 days, 4:38:11, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2849, top5_acc: 0.5108, loss_cls: 3.5318, loss: 3.5318, grad_norm: 1.2237 2020-10-07 17:51:19,370 - mmaction - INFO - Epoch [122][1280/1413] lr: 3.257e-01, eta: 2 days, 4:37:50, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2771, top5_acc: 0.5060, loss_cls: 3.5725, loss: 3.5725, grad_norm: 1.2463 2020-10-07 17:51:38,984 - mmaction - INFO - Epoch [122][1300/1413] lr: 3.257e-01, eta: 2 days, 4:37:29, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2682, top5_acc: 0.5095, loss_cls: 3.5579, loss: 3.5579, grad_norm: 1.2260 2020-10-07 17:51:58,633 - mmaction - INFO - Epoch [122][1320/1413] lr: 3.257e-01, eta: 2 days, 4:37:09, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2755, top5_acc: 0.5039, loss_cls: 3.5737, loss: 3.5737, grad_norm: 1.2183 2020-10-07 17:52:18,280 - mmaction - INFO - Epoch [122][1340/1413] lr: 3.257e-01, eta: 2 days, 4:36:48, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2727, top5_acc: 0.5056, loss_cls: 3.5935, loss: 3.5935, grad_norm: 1.2186 2020-10-07 17:52:37,861 - mmaction - INFO - Epoch [122][1360/1413] lr: 3.257e-01, eta: 2 days, 4:36:27, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2661, top5_acc: 0.5112, loss_cls: 3.5873, loss: 3.5873, grad_norm: 1.2497 2020-10-07 17:52:57,439 - mmaction - INFO - Epoch [122][1380/1413] lr: 3.257e-01, eta: 2 days, 4:36:06, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2763, top5_acc: 0.5072, loss_cls: 3.5828, loss: 3.5828, grad_norm: 1.2217 2020-10-07 17:53:16,919 - mmaction - INFO - Epoch [122][1400/1413] lr: 3.257e-01, eta: 2 days, 4:35:45, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2668, top5_acc: 0.4975, loss_cls: 3.6255, loss: 3.6255, grad_norm: 1.2259 2020-10-07 17:54:20,527 - mmaction - INFO - Epoch [123][20/1413] lr: 3.221e-01, eta: 2 days, 4:35:44, time: 2.518, data_time: 1.544, memory: 8482, top1_acc: 0.2807, top5_acc: 0.5126, loss_cls: 3.5433, loss: 3.5433, grad_norm: 1.2486 2020-10-07 17:54:39,896 - mmaction - INFO - Epoch [123][40/1413] lr: 3.221e-01, eta: 2 days, 4:35:23, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.2751, top5_acc: 0.5137, loss_cls: 3.5412, loss: 3.5412, grad_norm: 1.2014 2020-10-07 17:54:59,515 - mmaction - INFO - Epoch [123][60/1413] lr: 3.221e-01, eta: 2 days, 4:35:02, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2776, top5_acc: 0.5150, loss_cls: 3.5074, loss: 3.5074, grad_norm: 1.2259 2020-10-07 17:55:19,053 - mmaction - INFO - Epoch [123][80/1413] lr: 3.221e-01, eta: 2 days, 4:34:41, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2741, top5_acc: 0.5174, loss_cls: 3.5334, loss: 3.5334, grad_norm: 1.2366 2020-10-07 17:55:38,667 - mmaction - INFO - Epoch [123][100/1413] lr: 3.221e-01, eta: 2 days, 4:34:20, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2866, top5_acc: 0.5203, loss_cls: 3.4977, loss: 3.4977, grad_norm: 1.2250 2020-10-07 17:55:58,165 - mmaction - INFO - Epoch [123][120/1413] lr: 3.221e-01, eta: 2 days, 4:34:00, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2741, top5_acc: 0.5159, loss_cls: 3.5472, loss: 3.5472, grad_norm: 1.2362 2020-10-07 17:56:17,675 - mmaction - INFO - Epoch [123][140/1413] lr: 3.221e-01, eta: 2 days, 4:33:39, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2745, top5_acc: 0.5115, loss_cls: 3.5810, loss: 3.5810, grad_norm: 1.2340 2020-10-07 17:56:37,234 - mmaction - INFO - Epoch [123][160/1413] lr: 3.221e-01, eta: 2 days, 4:33:18, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2849, top5_acc: 0.5158, loss_cls: 3.4854, loss: 3.4854, grad_norm: 1.2131 2020-10-07 17:56:56,864 - mmaction - INFO - Epoch [123][180/1413] lr: 3.221e-01, eta: 2 days, 4:32:57, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2835, top5_acc: 0.5207, loss_cls: 3.4811, loss: 3.4811, grad_norm: 1.2381 2020-10-07 17:57:16,476 - mmaction - INFO - Epoch [123][200/1413] lr: 3.221e-01, eta: 2 days, 4:32:37, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2802, top5_acc: 0.5135, loss_cls: 3.5245, loss: 3.5245, grad_norm: 1.2302 2020-10-07 17:57:36,068 - mmaction - INFO - Epoch [123][220/1413] lr: 3.221e-01, eta: 2 days, 4:32:16, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2751, top5_acc: 0.5107, loss_cls: 3.5492, loss: 3.5492, grad_norm: 1.2231 2020-10-07 17:57:55,644 - mmaction - INFO - Epoch [123][240/1413] lr: 3.221e-01, eta: 2 days, 4:31:55, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2826, top5_acc: 0.5095, loss_cls: 3.5237, loss: 3.5237, grad_norm: 1.2206 2020-10-07 17:58:15,142 - mmaction - INFO - Epoch [123][260/1413] lr: 3.221e-01, eta: 2 days, 4:31:34, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2807, top5_acc: 0.5165, loss_cls: 3.5425, loss: 3.5425, grad_norm: 1.2095 2020-10-07 17:58:34,646 - mmaction - INFO - Epoch [123][280/1413] lr: 3.221e-01, eta: 2 days, 4:31:13, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2724, top5_acc: 0.5092, loss_cls: 3.5438, loss: 3.5438, grad_norm: 1.2307 2020-10-07 17:58:54,164 - mmaction - INFO - Epoch [123][300/1413] lr: 3.221e-01, eta: 2 days, 4:30:52, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2867, top5_acc: 0.5217, loss_cls: 3.4788, loss: 3.4788, grad_norm: 1.2451 2020-10-07 17:59:13,622 - mmaction - INFO - Epoch [123][320/1413] lr: 3.221e-01, eta: 2 days, 4:30:31, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2885, top5_acc: 0.5232, loss_cls: 3.4910, loss: 3.4910, grad_norm: 1.2198 2020-10-07 17:59:33,160 - mmaction - INFO - Epoch [123][340/1413] lr: 3.221e-01, eta: 2 days, 4:30:11, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2763, top5_acc: 0.5154, loss_cls: 3.5323, loss: 3.5323, grad_norm: 1.2380 2020-10-07 17:59:52,746 - mmaction - INFO - Epoch [123][360/1413] lr: 3.221e-01, eta: 2 days, 4:29:50, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2789, top5_acc: 0.5172, loss_cls: 3.5381, loss: 3.5381, grad_norm: 1.2321 2020-10-07 18:00:12,303 - mmaction - INFO - Epoch [123][380/1413] lr: 3.221e-01, eta: 2 days, 4:29:29, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2736, top5_acc: 0.5129, loss_cls: 3.5568, loss: 3.5568, grad_norm: 1.2387 2020-10-07 18:00:31,967 - mmaction - INFO - Epoch [123][400/1413] lr: 3.221e-01, eta: 2 days, 4:29:08, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2788, top5_acc: 0.5221, loss_cls: 3.5230, loss: 3.5230, grad_norm: 1.2278 2020-10-07 18:00:51,564 - mmaction - INFO - Epoch [123][420/1413] lr: 3.221e-01, eta: 2 days, 4:28:48, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2763, top5_acc: 0.5133, loss_cls: 3.5311, loss: 3.5311, grad_norm: 1.2277 2020-10-07 18:01:11,208 - mmaction - INFO - Epoch [123][440/1413] lr: 3.221e-01, eta: 2 days, 4:28:27, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2733, top5_acc: 0.5128, loss_cls: 3.5572, loss: 3.5572, grad_norm: 1.2432 2020-10-07 18:01:30,816 - mmaction - INFO - Epoch [123][460/1413] lr: 3.221e-01, eta: 2 days, 4:28:06, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2757, top5_acc: 0.5102, loss_cls: 3.5512, loss: 3.5512, grad_norm: 1.2264 2020-10-07 18:01:50,356 - mmaction - INFO - Epoch [123][480/1413] lr: 3.221e-01, eta: 2 days, 4:27:45, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2845, top5_acc: 0.5249, loss_cls: 3.4821, loss: 3.4821, grad_norm: 1.2324 2020-10-07 18:02:10,042 - mmaction - INFO - Epoch [123][500/1413] lr: 3.221e-01, eta: 2 days, 4:27:25, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2831, top5_acc: 0.5182, loss_cls: 3.5101, loss: 3.5101, grad_norm: 1.2121 2020-10-07 18:02:29,655 - mmaction - INFO - Epoch [123][520/1413] lr: 3.221e-01, eta: 2 days, 4:27:04, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2799, top5_acc: 0.5098, loss_cls: 3.5380, loss: 3.5380, grad_norm: 1.2303 2020-10-07 18:02:49,319 - mmaction - INFO - Epoch [123][540/1413] lr: 3.221e-01, eta: 2 days, 4:26:44, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2678, top5_acc: 0.5079, loss_cls: 3.5695, loss: 3.5695, grad_norm: 1.2424 2020-10-07 18:03:08,879 - mmaction - INFO - Epoch [123][560/1413] lr: 3.221e-01, eta: 2 days, 4:26:23, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2806, top5_acc: 0.5117, loss_cls: 3.5296, loss: 3.5296, grad_norm: 1.2348 2020-10-07 18:03:28,510 - mmaction - INFO - Epoch [123][580/1413] lr: 3.221e-01, eta: 2 days, 4:26:02, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2819, top5_acc: 0.5177, loss_cls: 3.5105, loss: 3.5105, grad_norm: 1.2374 2020-10-07 18:03:48,019 - mmaction - INFO - Epoch [123][600/1413] lr: 3.221e-01, eta: 2 days, 4:25:41, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2776, top5_acc: 0.5081, loss_cls: 3.5554, loss: 3.5554, grad_norm: 1.2285 2020-10-07 18:04:07,611 - mmaction - INFO - Epoch [123][620/1413] lr: 3.221e-01, eta: 2 days, 4:25:21, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2810, top5_acc: 0.5125, loss_cls: 3.5236, loss: 3.5236, grad_norm: 1.2361 2020-10-07 18:04:27,211 - mmaction - INFO - Epoch [123][640/1413] lr: 3.221e-01, eta: 2 days, 4:25:00, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2895, top5_acc: 0.5202, loss_cls: 3.5322, loss: 3.5322, grad_norm: 1.2257 2020-10-07 18:04:46,740 - mmaction - INFO - Epoch [123][660/1413] lr: 3.221e-01, eta: 2 days, 4:24:39, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2815, top5_acc: 0.5141, loss_cls: 3.5420, loss: 3.5420, grad_norm: 1.2227 2020-10-07 18:05:06,237 - mmaction - INFO - Epoch [123][680/1413] lr: 3.221e-01, eta: 2 days, 4:24:18, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2801, top5_acc: 0.5198, loss_cls: 3.5140, loss: 3.5140, grad_norm: 1.2219 2020-10-07 18:05:25,889 - mmaction - INFO - Epoch [123][700/1413] lr: 3.221e-01, eta: 2 days, 4:23:57, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2807, top5_acc: 0.5172, loss_cls: 3.4938, loss: 3.4938, grad_norm: 1.2227 2020-10-07 18:05:45,541 - mmaction - INFO - Epoch [123][720/1413] lr: 3.221e-01, eta: 2 days, 4:23:37, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2806, top5_acc: 0.5147, loss_cls: 3.5381, loss: 3.5381, grad_norm: 1.2349 2020-10-07 18:06:05,099 - mmaction - INFO - Epoch [123][740/1413] lr: 3.221e-01, eta: 2 days, 4:23:16, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2740, top5_acc: 0.5146, loss_cls: 3.5616, loss: 3.5616, grad_norm: 1.2372 2020-10-07 18:06:24,568 - mmaction - INFO - Epoch [123][760/1413] lr: 3.221e-01, eta: 2 days, 4:22:55, time: 0.974, data_time: 0.003, memory: 8482, top1_acc: 0.2793, top5_acc: 0.5161, loss_cls: 3.5070, loss: 3.5070, grad_norm: 1.2426 2020-10-07 18:06:44,255 - mmaction - INFO - Epoch [123][780/1413] lr: 3.221e-01, eta: 2 days, 4:22:35, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2724, top5_acc: 0.5036, loss_cls: 3.5705, loss: 3.5705, grad_norm: 1.2293 2020-10-07 18:07:03,906 - mmaction - INFO - Epoch [123][800/1413] lr: 3.221e-01, eta: 2 days, 4:22:14, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2772, top5_acc: 0.5169, loss_cls: 3.5333, loss: 3.5333, grad_norm: 1.2154 2020-10-07 18:07:23,462 - mmaction - INFO - Epoch [123][820/1413] lr: 3.221e-01, eta: 2 days, 4:21:53, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2740, top5_acc: 0.5025, loss_cls: 3.5624, loss: 3.5624, grad_norm: 1.2292 2020-10-07 18:07:42,946 - mmaction - INFO - Epoch [123][840/1413] lr: 3.221e-01, eta: 2 days, 4:21:32, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.2737, top5_acc: 0.5108, loss_cls: 3.5391, loss: 3.5391, grad_norm: 1.2225 2020-10-07 18:08:02,562 - mmaction - INFO - Epoch [123][860/1413] lr: 3.221e-01, eta: 2 days, 4:21:11, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2745, top5_acc: 0.5096, loss_cls: 3.5495, loss: 3.5495, grad_norm: 1.2337 2020-10-07 18:08:22,177 - mmaction - INFO - Epoch [123][880/1413] lr: 3.221e-01, eta: 2 days, 4:20:51, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2767, top5_acc: 0.5085, loss_cls: 3.5670, loss: 3.5670, grad_norm: 1.2261 2020-10-07 18:08:41,723 - mmaction - INFO - Epoch [123][900/1413] lr: 3.221e-01, eta: 2 days, 4:20:30, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2792, top5_acc: 0.5155, loss_cls: 3.5163, loss: 3.5163, grad_norm: 1.2209 2020-10-07 18:09:01,288 - mmaction - INFO - Epoch [123][920/1413] lr: 3.221e-01, eta: 2 days, 4:20:09, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2790, top5_acc: 0.5177, loss_cls: 3.5327, loss: 3.5327, grad_norm: 1.2389 2020-10-07 18:09:20,901 - mmaction - INFO - Epoch [123][940/1413] lr: 3.221e-01, eta: 2 days, 4:19:49, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2797, top5_acc: 0.5100, loss_cls: 3.5531, loss: 3.5531, grad_norm: 1.2341 2020-10-07 18:09:40,583 - mmaction - INFO - Epoch [123][960/1413] lr: 3.221e-01, eta: 2 days, 4:19:28, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2747, top5_acc: 0.5104, loss_cls: 3.5538, loss: 3.5538, grad_norm: 1.2443 2020-10-07 18:10:00,270 - mmaction - INFO - Epoch [123][980/1413] lr: 3.221e-01, eta: 2 days, 4:19:07, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2835, top5_acc: 0.5233, loss_cls: 3.5168, loss: 3.5168, grad_norm: 1.2282 2020-10-07 18:10:19,991 - mmaction - INFO - Epoch [123][1000/1413] lr: 3.221e-01, eta: 2 days, 4:18:47, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2754, top5_acc: 0.5092, loss_cls: 3.5804, loss: 3.5804, grad_norm: 1.2425 2020-10-07 18:10:39,582 - mmaction - INFO - Epoch [123][1020/1413] lr: 3.221e-01, eta: 2 days, 4:18:26, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2721, top5_acc: 0.5120, loss_cls: 3.5858, loss: 3.5858, grad_norm: 1.2227 2020-10-07 18:10:59,192 - mmaction - INFO - Epoch [123][1040/1413] lr: 3.221e-01, eta: 2 days, 4:18:06, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2732, top5_acc: 0.5082, loss_cls: 3.5848, loss: 3.5848, grad_norm: 1.2256 2020-10-07 18:11:18,743 - mmaction - INFO - Epoch [123][1060/1413] lr: 3.221e-01, eta: 2 days, 4:17:45, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2757, top5_acc: 0.5059, loss_cls: 3.5334, loss: 3.5334, grad_norm: 1.2081 2020-10-07 18:11:38,295 - mmaction - INFO - Epoch [123][1080/1413] lr: 3.221e-01, eta: 2 days, 4:17:24, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2904, top5_acc: 0.5242, loss_cls: 3.4966, loss: 3.4966, grad_norm: 1.2229 2020-10-07 18:11:57,917 - mmaction - INFO - Epoch [123][1100/1413] lr: 3.221e-01, eta: 2 days, 4:17:03, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2837, top5_acc: 0.5233, loss_cls: 3.5001, loss: 3.5001, grad_norm: 1.2264 2020-10-07 18:12:17,634 - mmaction - INFO - Epoch [123][1120/1413] lr: 3.221e-01, eta: 2 days, 4:16:43, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2720, top5_acc: 0.5214, loss_cls: 3.5252, loss: 3.5252, grad_norm: 1.2402 2020-10-07 18:12:37,135 - mmaction - INFO - Epoch [123][1140/1413] lr: 3.221e-01, eta: 2 days, 4:16:22, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2676, top5_acc: 0.5109, loss_cls: 3.5615, loss: 3.5615, grad_norm: 1.2456 2020-10-07 18:12:56,783 - mmaction - INFO - Epoch [123][1160/1413] lr: 3.221e-01, eta: 2 days, 4:16:01, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2738, top5_acc: 0.5089, loss_cls: 3.5713, loss: 3.5713, grad_norm: 1.2097 2020-10-07 18:13:16,355 - mmaction - INFO - Epoch [123][1180/1413] lr: 3.221e-01, eta: 2 days, 4:15:41, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2695, top5_acc: 0.5092, loss_cls: 3.5631, loss: 3.5631, grad_norm: 1.2360 2020-10-07 18:13:35,949 - mmaction - INFO - Epoch [123][1200/1413] lr: 3.221e-01, eta: 2 days, 4:15:20, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2871, top5_acc: 0.5193, loss_cls: 3.5077, loss: 3.5077, grad_norm: 1.2037 2020-10-07 18:13:55,642 - mmaction - INFO - Epoch [123][1220/1413] lr: 3.221e-01, eta: 2 days, 4:14:59, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2833, top5_acc: 0.5227, loss_cls: 3.5009, loss: 3.5009, grad_norm: 1.2172 2020-10-07 18:14:15,180 - mmaction - INFO - Epoch [123][1240/1413] lr: 3.221e-01, eta: 2 days, 4:14:38, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2711, top5_acc: 0.4999, loss_cls: 3.5847, loss: 3.5847, grad_norm: 1.2088 2020-10-07 18:14:34,787 - mmaction - INFO - Epoch [123][1260/1413] lr: 3.221e-01, eta: 2 days, 4:14:18, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2801, top5_acc: 0.5159, loss_cls: 3.5104, loss: 3.5104, grad_norm: 1.1837 2020-10-07 18:14:54,473 - mmaction - INFO - Epoch [123][1280/1413] lr: 3.221e-01, eta: 2 days, 4:13:57, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2757, top5_acc: 0.5171, loss_cls: 3.5288, loss: 3.5288, grad_norm: 1.2328 2020-10-07 18:15:13,992 - mmaction - INFO - Epoch [123][1300/1413] lr: 3.221e-01, eta: 2 days, 4:13:36, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2742, top5_acc: 0.5227, loss_cls: 3.5122, loss: 3.5122, grad_norm: 1.2177 2020-10-07 18:15:33,561 - mmaction - INFO - Epoch [123][1320/1413] lr: 3.221e-01, eta: 2 days, 4:13:16, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2729, top5_acc: 0.5077, loss_cls: 3.5491, loss: 3.5491, grad_norm: 1.2260 2020-10-07 18:15:53,221 - mmaction - INFO - Epoch [123][1340/1413] lr: 3.221e-01, eta: 2 days, 4:12:55, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2743, top5_acc: 0.5182, loss_cls: 3.5192, loss: 3.5192, grad_norm: 1.2416 2020-10-07 18:16:12,756 - mmaction - INFO - Epoch [123][1360/1413] lr: 3.221e-01, eta: 2 days, 4:12:34, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2729, top5_acc: 0.5219, loss_cls: 3.5235, loss: 3.5235, grad_norm: 1.2482 2020-10-07 18:16:32,366 - mmaction - INFO - Epoch [123][1380/1413] lr: 3.221e-01, eta: 2 days, 4:12:14, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2734, top5_acc: 0.5069, loss_cls: 3.5712, loss: 3.5712, grad_norm: 1.2378 2020-10-07 18:16:52,069 - mmaction - INFO - Epoch [123][1400/1413] lr: 3.221e-01, eta: 2 days, 4:11:53, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2745, top5_acc: 0.5074, loss_cls: 3.5510, loss: 3.5510, grad_norm: 1.2168 2020-10-07 18:17:59,588 - mmaction - INFO - Epoch [124][20/1413] lr: 3.184e-01, eta: 2 days, 4:11:55, time: 2.651, data_time: 1.469, memory: 8482, top1_acc: 0.2908, top5_acc: 0.5198, loss_cls: 3.5136, loss: 3.5136, grad_norm: 1.2330 2020-10-07 18:18:19,020 - mmaction - INFO - Epoch [124][40/1413] lr: 3.184e-01, eta: 2 days, 4:11:34, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.2719, top5_acc: 0.5173, loss_cls: 3.5531, loss: 3.5531, grad_norm: 1.2205 2020-10-07 18:18:38,556 - mmaction - INFO - Epoch [124][60/1413] lr: 3.184e-01, eta: 2 days, 4:11:14, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2928, top5_acc: 0.5237, loss_cls: 3.4475, loss: 3.4475, grad_norm: 1.2220 2020-10-07 18:18:58,174 - mmaction - INFO - Epoch [124][80/1413] lr: 3.184e-01, eta: 2 days, 4:10:53, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2862, top5_acc: 0.5230, loss_cls: 3.4959, loss: 3.4959, grad_norm: 1.2162 2020-10-07 18:19:17,834 - mmaction - INFO - Epoch [124][100/1413] lr: 3.184e-01, eta: 2 days, 4:10:32, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2829, top5_acc: 0.5201, loss_cls: 3.4992, loss: 3.4992, grad_norm: 1.2279 2020-10-07 18:19:37,437 - mmaction - INFO - Epoch [124][120/1413] lr: 3.184e-01, eta: 2 days, 4:10:12, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2875, top5_acc: 0.5169, loss_cls: 3.5060, loss: 3.5060, grad_norm: 1.2471 2020-10-07 18:19:57,162 - mmaction - INFO - Epoch [124][140/1413] lr: 3.184e-01, eta: 2 days, 4:09:51, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2793, top5_acc: 0.5202, loss_cls: 3.4965, loss: 3.4965, grad_norm: 1.2235 2020-10-07 18:20:16,874 - mmaction - INFO - Epoch [124][160/1413] lr: 3.184e-01, eta: 2 days, 4:09:31, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2826, top5_acc: 0.5187, loss_cls: 3.4980, loss: 3.4980, grad_norm: 1.2450 2020-10-07 18:20:36,482 - mmaction - INFO - Epoch [124][180/1413] lr: 3.184e-01, eta: 2 days, 4:09:10, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2729, top5_acc: 0.5099, loss_cls: 3.5558, loss: 3.5558, grad_norm: 1.2344 2020-10-07 18:20:56,154 - mmaction - INFO - Epoch [124][200/1413] lr: 3.184e-01, eta: 2 days, 4:08:49, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2802, top5_acc: 0.5126, loss_cls: 3.5199, loss: 3.5199, grad_norm: 1.2327 2020-10-07 18:21:15,815 - mmaction - INFO - Epoch [124][220/1413] lr: 3.184e-01, eta: 2 days, 4:08:29, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2728, top5_acc: 0.5051, loss_cls: 3.5589, loss: 3.5589, grad_norm: 1.2457 2020-10-07 18:21:35,424 - mmaction - INFO - Epoch [124][240/1413] lr: 3.184e-01, eta: 2 days, 4:08:08, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2820, top5_acc: 0.5254, loss_cls: 3.4700, loss: 3.4700, grad_norm: 1.2211 2020-10-07 18:21:54,979 - mmaction - INFO - Epoch [124][260/1413] lr: 3.184e-01, eta: 2 days, 4:07:47, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2889, top5_acc: 0.5176, loss_cls: 3.5322, loss: 3.5322, grad_norm: 1.2219 2020-10-07 18:22:14,571 - mmaction - INFO - Epoch [124][280/1413] lr: 3.184e-01, eta: 2 days, 4:07:27, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2750, top5_acc: 0.5160, loss_cls: 3.5184, loss: 3.5184, grad_norm: 1.2348 2020-10-07 18:22:34,075 - mmaction - INFO - Epoch [124][300/1413] lr: 3.184e-01, eta: 2 days, 4:07:06, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2750, top5_acc: 0.5086, loss_cls: 3.5488, loss: 3.5488, grad_norm: 1.2462 2020-10-07 18:22:53,736 - mmaction - INFO - Epoch [124][320/1413] lr: 3.184e-01, eta: 2 days, 4:06:45, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2831, top5_acc: 0.5243, loss_cls: 3.4712, loss: 3.4712, grad_norm: 1.2334 2020-10-07 18:23:13,375 - mmaction - INFO - Epoch [124][340/1413] lr: 3.184e-01, eta: 2 days, 4:06:24, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2796, top5_acc: 0.5126, loss_cls: 3.5158, loss: 3.5158, grad_norm: 1.2169 2020-10-07 18:23:33,000 - mmaction - INFO - Epoch [124][360/1413] lr: 3.184e-01, eta: 2 days, 4:06:04, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2799, top5_acc: 0.5189, loss_cls: 3.5085, loss: 3.5085, grad_norm: 1.2201 2020-10-07 18:23:52,537 - mmaction - INFO - Epoch [124][380/1413] lr: 3.184e-01, eta: 2 days, 4:05:43, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2753, top5_acc: 0.5105, loss_cls: 3.5559, loss: 3.5559, grad_norm: 1.2429 2020-10-07 18:24:12,142 - mmaction - INFO - Epoch [124][400/1413] lr: 3.184e-01, eta: 2 days, 4:05:22, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2738, top5_acc: 0.5207, loss_cls: 3.5082, loss: 3.5082, grad_norm: 1.2697 2020-10-07 18:24:31,789 - mmaction - INFO - Epoch [124][420/1413] lr: 3.184e-01, eta: 2 days, 4:05:02, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2758, top5_acc: 0.5178, loss_cls: 3.5221, loss: 3.5221, grad_norm: 1.2383 2020-10-07 18:24:51,356 - mmaction - INFO - Epoch [124][440/1413] lr: 3.184e-01, eta: 2 days, 4:04:41, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2716, top5_acc: 0.5201, loss_cls: 3.5132, loss: 3.5132, grad_norm: 1.2332 2020-10-07 18:25:10,959 - mmaction - INFO - Epoch [124][460/1413] lr: 3.184e-01, eta: 2 days, 4:04:20, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2878, top5_acc: 0.5216, loss_cls: 3.4934, loss: 3.4934, grad_norm: 1.2583 2020-10-07 18:25:30,601 - mmaction - INFO - Epoch [124][480/1413] lr: 3.184e-01, eta: 2 days, 4:04:00, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2732, top5_acc: 0.5107, loss_cls: 3.5576, loss: 3.5576, grad_norm: 1.2394 2020-10-07 18:25:50,172 - mmaction - INFO - Epoch [124][500/1413] lr: 3.184e-01, eta: 2 days, 4:03:39, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2757, top5_acc: 0.5095, loss_cls: 3.5472, loss: 3.5472, grad_norm: 1.2475 2020-10-07 18:26:09,749 - mmaction - INFO - Epoch [124][520/1413] lr: 3.184e-01, eta: 2 days, 4:03:18, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2725, top5_acc: 0.5135, loss_cls: 3.5275, loss: 3.5275, grad_norm: 1.2391 2020-10-07 18:26:29,361 - mmaction - INFO - Epoch [124][540/1413] lr: 3.184e-01, eta: 2 days, 4:02:57, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2819, top5_acc: 0.5121, loss_cls: 3.5363, loss: 3.5363, grad_norm: 1.2298 2020-10-07 18:26:48,966 - mmaction - INFO - Epoch [124][560/1413] lr: 3.184e-01, eta: 2 days, 4:02:37, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2811, top5_acc: 0.5116, loss_cls: 3.5560, loss: 3.5560, grad_norm: 1.2268 2020-10-07 18:27:08,543 - mmaction - INFO - Epoch [124][580/1413] lr: 3.184e-01, eta: 2 days, 4:02:16, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2777, top5_acc: 0.5082, loss_cls: 3.5699, loss: 3.5699, grad_norm: 1.2463 2020-10-07 18:27:28,107 - mmaction - INFO - Epoch [124][600/1413] lr: 3.184e-01, eta: 2 days, 4:01:55, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2794, top5_acc: 0.5197, loss_cls: 3.5025, loss: 3.5025, grad_norm: 1.2168 2020-10-07 18:27:47,726 - mmaction - INFO - Epoch [124][620/1413] lr: 3.184e-01, eta: 2 days, 4:01:35, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2750, top5_acc: 0.5083, loss_cls: 3.5427, loss: 3.5427, grad_norm: 1.2320 2020-10-07 18:28:07,322 - mmaction - INFO - Epoch [124][640/1413] lr: 3.184e-01, eta: 2 days, 4:01:14, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2763, top5_acc: 0.5150, loss_cls: 3.5324, loss: 3.5324, grad_norm: 1.2444 2020-10-07 18:28:26,844 - mmaction - INFO - Epoch [124][660/1413] lr: 3.184e-01, eta: 2 days, 4:00:53, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2818, top5_acc: 0.5165, loss_cls: 3.5261, loss: 3.5261, grad_norm: 1.2089 2020-10-07 18:28:46,473 - mmaction - INFO - Epoch [124][680/1413] lr: 3.184e-01, eta: 2 days, 4:00:32, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2801, top5_acc: 0.5174, loss_cls: 3.5207, loss: 3.5207, grad_norm: 1.2364 2020-10-07 18:29:06,050 - mmaction - INFO - Epoch [124][700/1413] lr: 3.184e-01, eta: 2 days, 4:00:12, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2790, top5_acc: 0.5168, loss_cls: 3.5104, loss: 3.5104, grad_norm: 1.2525 2020-10-07 18:29:25,667 - mmaction - INFO - Epoch [124][720/1413] lr: 3.184e-01, eta: 2 days, 3:59:51, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2826, top5_acc: 0.5194, loss_cls: 3.5211, loss: 3.5211, grad_norm: 1.2311 2020-10-07 18:29:45,355 - mmaction - INFO - Epoch [124][740/1413] lr: 3.184e-01, eta: 2 days, 3:59:30, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2753, top5_acc: 0.5073, loss_cls: 3.5663, loss: 3.5663, grad_norm: 1.2450 2020-10-07 18:30:05,035 - mmaction - INFO - Epoch [124][760/1413] lr: 3.184e-01, eta: 2 days, 3:59:10, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2663, top5_acc: 0.5057, loss_cls: 3.5962, loss: 3.5962, grad_norm: 1.2424 2020-10-07 18:30:23,733 - mmaction - INFO - Epoch [124][780/1413] lr: 3.184e-01, eta: 2 days, 3:58:48, time: 0.935, data_time: 0.002, memory: 8482, top1_acc: 0.2797, top5_acc: 0.5014, loss_cls: 3.5642, loss: 3.5642, grad_norm: 1.2106 2020-10-07 18:30:43,362 - mmaction - INFO - Epoch [124][800/1413] lr: 3.184e-01, eta: 2 days, 3:58:27, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2753, top5_acc: 0.5202, loss_cls: 3.5285, loss: 3.5285, grad_norm: 1.2352 2020-10-07 18:31:02,933 - mmaction - INFO - Epoch [124][820/1413] lr: 3.184e-01, eta: 2 days, 3:58:06, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2772, top5_acc: 0.5128, loss_cls: 3.5294, loss: 3.5294, grad_norm: 1.2378 2020-10-07 18:31:22,562 - mmaction - INFO - Epoch [124][840/1413] lr: 3.184e-01, eta: 2 days, 3:57:46, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2807, top5_acc: 0.5138, loss_cls: 3.5035, loss: 3.5035, grad_norm: 1.2192 2020-10-07 18:31:42,191 - mmaction - INFO - Epoch [124][860/1413] lr: 3.184e-01, eta: 2 days, 3:57:25, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2835, top5_acc: 0.5188, loss_cls: 3.5134, loss: 3.5134, grad_norm: 1.2546 2020-10-07 18:32:01,759 - mmaction - INFO - Epoch [124][880/1413] lr: 3.184e-01, eta: 2 days, 3:57:04, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2772, top5_acc: 0.5202, loss_cls: 3.5220, loss: 3.5220, grad_norm: 1.2294 2020-10-07 18:32:21,284 - mmaction - INFO - Epoch [124][900/1413] lr: 3.184e-01, eta: 2 days, 3:56:43, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2792, top5_acc: 0.5174, loss_cls: 3.5300, loss: 3.5300, grad_norm: 1.2362 2020-10-07 18:32:40,843 - mmaction - INFO - Epoch [124][920/1413] lr: 3.184e-01, eta: 2 days, 3:56:23, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2801, top5_acc: 0.5167, loss_cls: 3.5520, loss: 3.5520, grad_norm: 1.2475 2020-10-07 18:33:00,448 - mmaction - INFO - Epoch [124][940/1413] lr: 3.184e-01, eta: 2 days, 3:56:02, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2802, top5_acc: 0.5178, loss_cls: 3.5129, loss: 3.5129, grad_norm: 1.2405 2020-10-07 18:33:20,075 - mmaction - INFO - Epoch [124][960/1413] lr: 3.184e-01, eta: 2 days, 3:55:41, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2836, top5_acc: 0.5242, loss_cls: 3.4994, loss: 3.4994, grad_norm: 1.2475 2020-10-07 18:33:39,719 - mmaction - INFO - Epoch [124][980/1413] lr: 3.184e-01, eta: 2 days, 3:55:21, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2698, top5_acc: 0.5151, loss_cls: 3.5533, loss: 3.5533, grad_norm: 1.2441 2020-10-07 18:33:59,431 - mmaction - INFO - Epoch [124][1000/1413] lr: 3.184e-01, eta: 2 days, 3:55:00, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2824, top5_acc: 0.5130, loss_cls: 3.5332, loss: 3.5332, grad_norm: 1.2385 2020-10-07 18:34:19,102 - mmaction - INFO - Epoch [124][1020/1413] lr: 3.184e-01, eta: 2 days, 3:54:40, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2876, top5_acc: 0.5285, loss_cls: 3.4680, loss: 3.4680, grad_norm: 1.2358 2020-10-07 18:34:38,649 - mmaction - INFO - Epoch [124][1040/1413] lr: 3.184e-01, eta: 2 days, 3:54:19, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2737, top5_acc: 0.5100, loss_cls: 3.5499, loss: 3.5499, grad_norm: 1.2424 2020-10-07 18:34:58,263 - mmaction - INFO - Epoch [124][1060/1413] lr: 3.184e-01, eta: 2 days, 3:53:58, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2772, top5_acc: 0.5150, loss_cls: 3.5547, loss: 3.5547, grad_norm: 1.2297 2020-10-07 18:35:17,827 - mmaction - INFO - Epoch [124][1080/1413] lr: 3.184e-01, eta: 2 days, 3:53:37, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2772, top5_acc: 0.5070, loss_cls: 3.5758, loss: 3.5758, grad_norm: 1.2202 2020-10-07 18:35:37,436 - mmaction - INFO - Epoch [124][1100/1413] lr: 3.184e-01, eta: 2 days, 3:53:17, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2839, top5_acc: 0.5117, loss_cls: 3.5316, loss: 3.5316, grad_norm: 1.2279 2020-10-07 18:35:57,071 - mmaction - INFO - Epoch [124][1120/1413] lr: 3.184e-01, eta: 2 days, 3:52:56, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2828, top5_acc: 0.5155, loss_cls: 3.5257, loss: 3.5257, grad_norm: 1.2486 2020-10-07 18:36:16,666 - mmaction - INFO - Epoch [124][1140/1413] lr: 3.184e-01, eta: 2 days, 3:52:35, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2770, top5_acc: 0.5145, loss_cls: 3.5558, loss: 3.5558, grad_norm: 1.2341 2020-10-07 18:36:36,313 - mmaction - INFO - Epoch [124][1160/1413] lr: 3.184e-01, eta: 2 days, 3:52:15, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2788, top5_acc: 0.5098, loss_cls: 3.5464, loss: 3.5464, grad_norm: 1.2262 2020-10-07 18:36:55,994 - mmaction - INFO - Epoch [124][1180/1413] lr: 3.184e-01, eta: 2 days, 3:51:54, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2757, top5_acc: 0.5147, loss_cls: 3.5495, loss: 3.5495, grad_norm: 1.2372 2020-10-07 18:37:15,596 - mmaction - INFO - Epoch [124][1200/1413] lr: 3.184e-01, eta: 2 days, 3:51:34, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2833, top5_acc: 0.5185, loss_cls: 3.5108, loss: 3.5108, grad_norm: 1.2369 2020-10-07 18:37:35,258 - mmaction - INFO - Epoch [124][1220/1413] lr: 3.184e-01, eta: 2 days, 3:51:13, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2852, top5_acc: 0.5246, loss_cls: 3.5076, loss: 3.5076, grad_norm: 1.2223 2020-10-07 18:37:54,898 - mmaction - INFO - Epoch [124][1240/1413] lr: 3.184e-01, eta: 2 days, 3:50:52, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2785, top5_acc: 0.5117, loss_cls: 3.5246, loss: 3.5246, grad_norm: 1.2497 2020-10-07 18:38:14,539 - mmaction - INFO - Epoch [124][1260/1413] lr: 3.184e-01, eta: 2 days, 3:50:32, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2758, top5_acc: 0.5128, loss_cls: 3.5617, loss: 3.5617, grad_norm: 1.2288 2020-10-07 18:38:34,127 - mmaction - INFO - Epoch [124][1280/1413] lr: 3.184e-01, eta: 2 days, 3:50:11, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2694, top5_acc: 0.5143, loss_cls: 3.5504, loss: 3.5504, grad_norm: 1.2262 2020-10-07 18:38:53,692 - mmaction - INFO - Epoch [124][1300/1413] lr: 3.184e-01, eta: 2 days, 3:49:50, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2701, top5_acc: 0.5047, loss_cls: 3.5847, loss: 3.5847, grad_norm: 1.2275 2020-10-07 18:39:13,300 - mmaction - INFO - Epoch [124][1320/1413] lr: 3.184e-01, eta: 2 days, 3:49:30, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2811, top5_acc: 0.5137, loss_cls: 3.5405, loss: 3.5405, grad_norm: 1.2132 2020-10-07 18:39:32,911 - mmaction - INFO - Epoch [124][1340/1413] lr: 3.184e-01, eta: 2 days, 3:49:09, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2711, top5_acc: 0.5202, loss_cls: 3.5255, loss: 3.5255, grad_norm: 1.2319 2020-10-07 18:39:52,557 - mmaction - INFO - Epoch [124][1360/1413] lr: 3.184e-01, eta: 2 days, 3:48:48, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2814, top5_acc: 0.5193, loss_cls: 3.5004, loss: 3.5004, grad_norm: 1.2350 2020-10-07 18:40:12,215 - mmaction - INFO - Epoch [124][1380/1413] lr: 3.184e-01, eta: 2 days, 3:48:28, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2813, top5_acc: 0.5135, loss_cls: 3.5618, loss: 3.5618, grad_norm: 1.2396 2020-10-07 18:40:31,786 - mmaction - INFO - Epoch [124][1400/1413] lr: 3.184e-01, eta: 2 days, 3:48:07, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2823, top5_acc: 0.5151, loss_cls: 3.5301, loss: 3.5301, grad_norm: 1.2244 2020-10-07 18:41:36,045 - mmaction - INFO - Epoch [125][20/1413] lr: 3.147e-01, eta: 2 days, 3:48:06, time: 2.559, data_time: 1.463, memory: 8482, top1_acc: 0.2866, top5_acc: 0.5178, loss_cls: 3.5026, loss: 3.5026, grad_norm: 1.2252 2020-10-07 18:41:55,363 - mmaction - INFO - Epoch [125][40/1413] lr: 3.147e-01, eta: 2 days, 3:47:44, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.2850, top5_acc: 0.5189, loss_cls: 3.5095, loss: 3.5095, grad_norm: 1.2446 2020-10-07 18:42:14,958 - mmaction - INFO - Epoch [125][60/1413] lr: 3.147e-01, eta: 2 days, 3:47:24, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2792, top5_acc: 0.5191, loss_cls: 3.5180, loss: 3.5180, grad_norm: 1.2451 2020-10-07 18:42:34,626 - mmaction - INFO - Epoch [125][80/1413] lr: 3.147e-01, eta: 2 days, 3:47:03, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2771, top5_acc: 0.5086, loss_cls: 3.5624, loss: 3.5624, grad_norm: 1.2471 2020-10-07 18:42:54,195 - mmaction - INFO - Epoch [125][100/1413] lr: 3.147e-01, eta: 2 days, 3:46:42, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2833, top5_acc: 0.5283, loss_cls: 3.5034, loss: 3.5034, grad_norm: 1.2451 2020-10-07 18:43:13,869 - mmaction - INFO - Epoch [125][120/1413] lr: 3.147e-01, eta: 2 days, 3:46:22, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2780, top5_acc: 0.5169, loss_cls: 3.5240, loss: 3.5240, grad_norm: 1.2374 2020-10-07 18:43:33,534 - mmaction - INFO - Epoch [125][140/1413] lr: 3.147e-01, eta: 2 days, 3:46:01, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2758, top5_acc: 0.5087, loss_cls: 3.5425, loss: 3.5425, grad_norm: 1.2332 2020-10-07 18:43:53,192 - mmaction - INFO - Epoch [125][160/1413] lr: 3.147e-01, eta: 2 days, 3:45:41, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2822, top5_acc: 0.5188, loss_cls: 3.4860, loss: 3.4860, grad_norm: 1.2524 2020-10-07 18:44:12,872 - mmaction - INFO - Epoch [125][180/1413] lr: 3.147e-01, eta: 2 days, 3:45:20, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2820, top5_acc: 0.5161, loss_cls: 3.5068, loss: 3.5068, grad_norm: 1.2592 2020-10-07 18:44:32,588 - mmaction - INFO - Epoch [125][200/1413] lr: 3.147e-01, eta: 2 days, 3:45:00, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2617, top5_acc: 0.4961, loss_cls: 3.6224, loss: 3.6224, grad_norm: 1.2217 2020-10-07 18:44:52,129 - mmaction - INFO - Epoch [125][220/1413] lr: 3.147e-01, eta: 2 days, 3:44:39, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2773, top5_acc: 0.5074, loss_cls: 3.5391, loss: 3.5391, grad_norm: 1.2464 2020-10-07 18:45:11,777 - mmaction - INFO - Epoch [125][240/1413] lr: 3.147e-01, eta: 2 days, 3:44:18, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2824, top5_acc: 0.5176, loss_cls: 3.5045, loss: 3.5045, grad_norm: 1.2164 2020-10-07 18:45:31,419 - mmaction - INFO - Epoch [125][260/1413] lr: 3.147e-01, eta: 2 days, 3:43:58, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2747, top5_acc: 0.5194, loss_cls: 3.5124, loss: 3.5124, grad_norm: 1.2452 2020-10-07 18:45:50,976 - mmaction - INFO - Epoch [125][280/1413] lr: 3.147e-01, eta: 2 days, 3:43:37, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2773, top5_acc: 0.5094, loss_cls: 3.5397, loss: 3.5397, grad_norm: 1.2271 2020-10-07 18:46:10,505 - mmaction - INFO - Epoch [125][300/1413] lr: 3.147e-01, eta: 2 days, 3:43:16, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2788, top5_acc: 0.5198, loss_cls: 3.5219, loss: 3.5219, grad_norm: 1.2137 2020-10-07 18:46:30,042 - mmaction - INFO - Epoch [125][320/1413] lr: 3.147e-01, eta: 2 days, 3:42:55, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2771, top5_acc: 0.5185, loss_cls: 3.4990, loss: 3.4990, grad_norm: 1.2351 2020-10-07 18:46:49,749 - mmaction - INFO - Epoch [125][340/1413] lr: 3.147e-01, eta: 2 days, 3:42:35, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2836, top5_acc: 0.5107, loss_cls: 3.5336, loss: 3.5336, grad_norm: 1.2574 2020-10-07 18:47:09,442 - mmaction - INFO - Epoch [125][360/1413] lr: 3.147e-01, eta: 2 days, 3:42:14, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2891, top5_acc: 0.5240, loss_cls: 3.4876, loss: 3.4876, grad_norm: 1.2366 2020-10-07 18:47:29,185 - mmaction - INFO - Epoch [125][380/1413] lr: 3.147e-01, eta: 2 days, 3:41:54, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2887, top5_acc: 0.5184, loss_cls: 3.4961, loss: 3.4961, grad_norm: 1.2125 2020-10-07 18:47:48,750 - mmaction - INFO - Epoch [125][400/1413] lr: 3.147e-01, eta: 2 days, 3:41:33, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2820, top5_acc: 0.5191, loss_cls: 3.4963, loss: 3.4963, grad_norm: 1.2565 2020-10-07 18:48:08,492 - mmaction - INFO - Epoch [125][420/1413] lr: 3.147e-01, eta: 2 days, 3:41:13, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2901, top5_acc: 0.5207, loss_cls: 3.4986, loss: 3.4986, grad_norm: 1.2409 2020-10-07 18:48:28,105 - mmaction - INFO - Epoch [125][440/1413] lr: 3.147e-01, eta: 2 days, 3:40:52, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2841, top5_acc: 0.5118, loss_cls: 3.5360, loss: 3.5360, grad_norm: 1.2414 2020-10-07 18:48:47,674 - mmaction - INFO - Epoch [125][460/1413] lr: 3.147e-01, eta: 2 days, 3:40:31, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2850, top5_acc: 0.5138, loss_cls: 3.5137, loss: 3.5137, grad_norm: 1.2276 2020-10-07 18:49:07,287 - mmaction - INFO - Epoch [125][480/1413] lr: 3.147e-01, eta: 2 days, 3:40:11, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2901, top5_acc: 0.5227, loss_cls: 3.4874, loss: 3.4874, grad_norm: 1.2641 2020-10-07 18:49:26,861 - mmaction - INFO - Epoch [125][500/1413] lr: 3.147e-01, eta: 2 days, 3:39:50, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2743, top5_acc: 0.5087, loss_cls: 3.5827, loss: 3.5827, grad_norm: 1.2402 2020-10-07 18:49:46,380 - mmaction - INFO - Epoch [125][520/1413] lr: 3.147e-01, eta: 2 days, 3:39:29, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2849, top5_acc: 0.5246, loss_cls: 3.5197, loss: 3.5197, grad_norm: 1.2341 2020-10-07 18:50:06,078 - mmaction - INFO - Epoch [125][540/1413] lr: 3.147e-01, eta: 2 days, 3:39:09, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2820, top5_acc: 0.5163, loss_cls: 3.5254, loss: 3.5254, grad_norm: 1.2462 2020-10-07 18:50:25,766 - mmaction - INFO - Epoch [125][560/1413] lr: 3.147e-01, eta: 2 days, 3:38:48, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2819, top5_acc: 0.5221, loss_cls: 3.5393, loss: 3.5393, grad_norm: 1.2392 2020-10-07 18:50:45,384 - mmaction - INFO - Epoch [125][580/1413] lr: 3.147e-01, eta: 2 days, 3:38:27, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2780, top5_acc: 0.5085, loss_cls: 3.5530, loss: 3.5530, grad_norm: 1.2416 2020-10-07 18:51:05,020 - mmaction - INFO - Epoch [125][600/1413] lr: 3.147e-01, eta: 2 days, 3:38:07, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2780, top5_acc: 0.5176, loss_cls: 3.5200, loss: 3.5200, grad_norm: 1.2679 2020-10-07 18:51:24,536 - mmaction - INFO - Epoch [125][620/1413] lr: 3.147e-01, eta: 2 days, 3:37:46, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2813, top5_acc: 0.5234, loss_cls: 3.4783, loss: 3.4783, grad_norm: 1.2605 2020-10-07 18:51:44,159 - mmaction - INFO - Epoch [125][640/1413] lr: 3.147e-01, eta: 2 days, 3:37:25, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2876, top5_acc: 0.5224, loss_cls: 3.5010, loss: 3.5010, grad_norm: 1.2328 2020-10-07 18:52:03,876 - mmaction - INFO - Epoch [125][660/1413] lr: 3.147e-01, eta: 2 days, 3:37:05, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2818, top5_acc: 0.5186, loss_cls: 3.5230, loss: 3.5230, grad_norm: 1.2501 2020-10-07 18:52:23,510 - mmaction - INFO - Epoch [125][680/1413] lr: 3.147e-01, eta: 2 days, 3:36:44, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2730, top5_acc: 0.5117, loss_cls: 3.5478, loss: 3.5478, grad_norm: 1.2563 2020-10-07 18:52:43,215 - mmaction - INFO - Epoch [125][700/1413] lr: 3.147e-01, eta: 2 days, 3:36:24, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2876, top5_acc: 0.5208, loss_cls: 3.5059, loss: 3.5059, grad_norm: 1.2330 2020-10-07 18:53:02,780 - mmaction - INFO - Epoch [125][720/1413] lr: 3.147e-01, eta: 2 days, 3:36:03, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2798, top5_acc: 0.5289, loss_cls: 3.4826, loss: 3.4826, grad_norm: 1.2480 2020-10-07 18:53:22,371 - mmaction - INFO - Epoch [125][740/1413] lr: 3.147e-01, eta: 2 days, 3:35:42, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2806, top5_acc: 0.5197, loss_cls: 3.5246, loss: 3.5246, grad_norm: 1.2679 2020-10-07 18:53:42,037 - mmaction - INFO - Epoch [125][760/1413] lr: 3.147e-01, eta: 2 days, 3:35:22, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2807, top5_acc: 0.5092, loss_cls: 3.5415, loss: 3.5415, grad_norm: 1.2194 2020-10-07 18:54:01,713 - mmaction - INFO - Epoch [125][780/1413] lr: 3.147e-01, eta: 2 days, 3:35:01, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2725, top5_acc: 0.5105, loss_cls: 3.5657, loss: 3.5657, grad_norm: 1.2384 2020-10-07 18:54:21,381 - mmaction - INFO - Epoch [125][800/1413] lr: 3.147e-01, eta: 2 days, 3:34:41, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2681, top5_acc: 0.5061, loss_cls: 3.5487, loss: 3.5487, grad_norm: 1.2413 2020-10-07 18:54:41,173 - mmaction - INFO - Epoch [125][820/1413] lr: 3.147e-01, eta: 2 days, 3:34:20, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.2885, top5_acc: 0.5201, loss_cls: 3.5152, loss: 3.5152, grad_norm: 1.2500 2020-10-07 18:55:00,713 - mmaction - INFO - Epoch [125][840/1413] lr: 3.147e-01, eta: 2 days, 3:33:59, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2734, top5_acc: 0.5094, loss_cls: 3.5475, loss: 3.5475, grad_norm: 1.2309 2020-10-07 18:55:20,287 - mmaction - INFO - Epoch [125][860/1413] lr: 3.147e-01, eta: 2 days, 3:33:39, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2785, top5_acc: 0.5299, loss_cls: 3.5032, loss: 3.5032, grad_norm: 1.2263 2020-10-07 18:55:40,090 - mmaction - INFO - Epoch [125][880/1413] lr: 3.147e-01, eta: 2 days, 3:33:18, time: 0.990, data_time: 0.001, memory: 8482, top1_acc: 0.2828, top5_acc: 0.5163, loss_cls: 3.5134, loss: 3.5134, grad_norm: 1.2255 2020-10-07 18:55:59,690 - mmaction - INFO - Epoch [125][900/1413] lr: 3.147e-01, eta: 2 days, 3:32:58, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2826, top5_acc: 0.5137, loss_cls: 3.5167, loss: 3.5167, grad_norm: 1.2466 2020-10-07 18:56:19,280 - mmaction - INFO - Epoch [125][920/1413] lr: 3.147e-01, eta: 2 days, 3:32:37, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2905, top5_acc: 0.5253, loss_cls: 3.4847, loss: 3.4847, grad_norm: 1.2234 2020-10-07 18:56:38,884 - mmaction - INFO - Epoch [125][940/1413] lr: 3.147e-01, eta: 2 days, 3:32:16, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2773, top5_acc: 0.5201, loss_cls: 3.5172, loss: 3.5172, grad_norm: 1.2484 2020-10-07 18:56:58,559 - mmaction - INFO - Epoch [125][960/1413] lr: 3.147e-01, eta: 2 days, 3:31:56, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2773, top5_acc: 0.5178, loss_cls: 3.5453, loss: 3.5453, grad_norm: 1.2474 2020-10-07 18:57:18,210 - mmaction - INFO - Epoch [125][980/1413] lr: 3.147e-01, eta: 2 days, 3:31:35, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2740, top5_acc: 0.5154, loss_cls: 3.5316, loss: 3.5316, grad_norm: 1.2153 2020-10-07 18:57:37,752 - mmaction - INFO - Epoch [125][1000/1413] lr: 3.147e-01, eta: 2 days, 3:31:14, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2841, top5_acc: 0.5177, loss_cls: 3.5186, loss: 3.5186, grad_norm: 1.2588 2020-10-07 18:57:57,377 - mmaction - INFO - Epoch [125][1020/1413] lr: 3.147e-01, eta: 2 days, 3:30:54, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2911, top5_acc: 0.5198, loss_cls: 3.5295, loss: 3.5295, grad_norm: 1.2384 2020-10-07 18:58:16,953 - mmaction - INFO - Epoch [125][1040/1413] lr: 3.147e-01, eta: 2 days, 3:30:33, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2768, top5_acc: 0.5141, loss_cls: 3.5537, loss: 3.5537, grad_norm: 1.2199 2020-10-07 18:58:36,530 - mmaction - INFO - Epoch [125][1060/1413] lr: 3.147e-01, eta: 2 days, 3:30:12, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2810, top5_acc: 0.5186, loss_cls: 3.5240, loss: 3.5240, grad_norm: 1.2233 2020-10-07 18:58:56,077 - mmaction - INFO - Epoch [125][1080/1413] lr: 3.147e-01, eta: 2 days, 3:29:52, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2750, top5_acc: 0.5062, loss_cls: 3.5694, loss: 3.5694, grad_norm: 1.2496 2020-10-07 18:59:15,626 - mmaction - INFO - Epoch [125][1100/1413] lr: 3.147e-01, eta: 2 days, 3:29:31, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2750, top5_acc: 0.5103, loss_cls: 3.5449, loss: 3.5449, grad_norm: 1.2181 2020-10-07 18:59:35,304 - mmaction - INFO - Epoch [125][1120/1413] lr: 3.147e-01, eta: 2 days, 3:29:10, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2660, top5_acc: 0.5148, loss_cls: 3.5488, loss: 3.5488, grad_norm: 1.2436 2020-10-07 18:59:55,022 - mmaction - INFO - Epoch [125][1140/1413] lr: 3.147e-01, eta: 2 days, 3:28:50, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2854, top5_acc: 0.5264, loss_cls: 3.4823, loss: 3.4823, grad_norm: 1.2538 2020-10-07 19:00:15,006 - mmaction - INFO - Epoch [125][1160/1413] lr: 3.147e-01, eta: 2 days, 3:28:30, time: 0.999, data_time: 0.002, memory: 8482, top1_acc: 0.2691, top5_acc: 0.5065, loss_cls: 3.5876, loss: 3.5876, grad_norm: 1.2382 2020-10-07 19:00:34,704 - mmaction - INFO - Epoch [125][1180/1413] lr: 3.147e-01, eta: 2 days, 3:28:09, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2807, top5_acc: 0.5168, loss_cls: 3.5338, loss: 3.5338, grad_norm: 1.2469 2020-10-07 19:00:54,348 - mmaction - INFO - Epoch [125][1200/1413] lr: 3.147e-01, eta: 2 days, 3:27:49, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2844, top5_acc: 0.5181, loss_cls: 3.5025, loss: 3.5025, grad_norm: 1.2378 2020-10-07 19:01:13,814 - mmaction - INFO - Epoch [125][1220/1413] lr: 3.147e-01, eta: 2 days, 3:27:28, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.2829, top5_acc: 0.5134, loss_cls: 3.5198, loss: 3.5198, grad_norm: 1.2351 2020-10-07 19:01:33,412 - mmaction - INFO - Epoch [125][1240/1413] lr: 3.147e-01, eta: 2 days, 3:27:07, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2714, top5_acc: 0.5074, loss_cls: 3.5829, loss: 3.5829, grad_norm: 1.2276 2020-10-07 19:01:53,063 - mmaction - INFO - Epoch [125][1260/1413] lr: 3.147e-01, eta: 2 days, 3:26:47, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2755, top5_acc: 0.5057, loss_cls: 3.5617, loss: 3.5617, grad_norm: 1.2221 2020-10-07 19:02:12,737 - mmaction - INFO - Epoch [125][1280/1413] lr: 3.147e-01, eta: 2 days, 3:26:26, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2805, top5_acc: 0.5132, loss_cls: 3.5454, loss: 3.5454, grad_norm: 1.2408 2020-10-07 19:02:32,418 - mmaction - INFO - Epoch [125][1300/1413] lr: 3.147e-01, eta: 2 days, 3:26:06, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2855, top5_acc: 0.5232, loss_cls: 3.4973, loss: 3.4973, grad_norm: 1.2228 2020-10-07 19:02:51,989 - mmaction - INFO - Epoch [125][1320/1413] lr: 3.147e-01, eta: 2 days, 3:25:45, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2772, top5_acc: 0.5126, loss_cls: 3.5432, loss: 3.5432, grad_norm: 1.2504 2020-10-07 19:03:11,598 - mmaction - INFO - Epoch [125][1340/1413] lr: 3.147e-01, eta: 2 days, 3:25:24, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2814, top5_acc: 0.5139, loss_cls: 3.5417, loss: 3.5417, grad_norm: 1.2402 2020-10-07 19:03:31,146 - mmaction - INFO - Epoch [125][1360/1413] lr: 3.147e-01, eta: 2 days, 3:25:03, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2740, top5_acc: 0.5059, loss_cls: 3.5437, loss: 3.5437, grad_norm: 1.2397 2020-10-07 19:03:50,680 - mmaction - INFO - Epoch [125][1380/1413] lr: 3.147e-01, eta: 2 days, 3:24:43, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2831, top5_acc: 0.5267, loss_cls: 3.4996, loss: 3.4996, grad_norm: 1.2363 2020-10-07 19:04:10,337 - mmaction - INFO - Epoch [125][1400/1413] lr: 3.147e-01, eta: 2 days, 3:24:22, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2896, top5_acc: 0.5246, loss_cls: 3.4972, loss: 3.4972, grad_norm: 1.2448 2020-10-07 19:05:17,906 - mmaction - INFO - Epoch [126][20/1413] lr: 3.110e-01, eta: 2 days, 3:24:23, time: 2.652, data_time: 1.632, memory: 8482, top1_acc: 0.2824, top5_acc: 0.5190, loss_cls: 3.4796, loss: 3.4796, grad_norm: 1.2432 2020-10-07 19:05:37,203 - mmaction - INFO - Epoch [126][40/1413] lr: 3.110e-01, eta: 2 days, 3:24:02, time: 0.965, data_time: 0.003, memory: 8482, top1_acc: 0.2789, top5_acc: 0.5143, loss_cls: 3.5213, loss: 3.5213, grad_norm: 1.2370 2020-10-07 19:05:56,751 - mmaction - INFO - Epoch [126][60/1413] lr: 3.110e-01, eta: 2 days, 3:23:41, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2883, top5_acc: 0.5203, loss_cls: 3.4838, loss: 3.4838, grad_norm: 1.2406 2020-10-07 19:06:16,350 - mmaction - INFO - Epoch [126][80/1413] lr: 3.110e-01, eta: 2 days, 3:23:21, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2846, top5_acc: 0.5150, loss_cls: 3.5430, loss: 3.5430, grad_norm: 1.2470 2020-10-07 19:06:36,032 - mmaction - INFO - Epoch [126][100/1413] lr: 3.110e-01, eta: 2 days, 3:23:00, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2839, top5_acc: 0.5176, loss_cls: 3.5014, loss: 3.5014, grad_norm: 1.2549 2020-10-07 19:06:55,608 - mmaction - INFO - Epoch [126][120/1413] lr: 3.110e-01, eta: 2 days, 3:22:39, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2807, top5_acc: 0.5132, loss_cls: 3.5505, loss: 3.5505, grad_norm: 1.2257 2020-10-07 19:07:15,165 - mmaction - INFO - Epoch [126][140/1413] lr: 3.110e-01, eta: 2 days, 3:22:19, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2987, top5_acc: 0.5339, loss_cls: 3.4312, loss: 3.4312, grad_norm: 1.2442 2020-10-07 19:07:34,837 - mmaction - INFO - Epoch [126][160/1413] lr: 3.110e-01, eta: 2 days, 3:21:58, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2801, top5_acc: 0.5247, loss_cls: 3.4874, loss: 3.4874, grad_norm: 1.2568 2020-10-07 19:07:54,450 - mmaction - INFO - Epoch [126][180/1413] lr: 3.110e-01, eta: 2 days, 3:21:37, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2797, top5_acc: 0.5156, loss_cls: 3.5150, loss: 3.5150, grad_norm: 1.2416 2020-10-07 19:08:14,082 - mmaction - INFO - Epoch [126][200/1413] lr: 3.110e-01, eta: 2 days, 3:21:17, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2762, top5_acc: 0.5130, loss_cls: 3.5382, loss: 3.5382, grad_norm: 1.2510 2020-10-07 19:08:33,659 - mmaction - INFO - Epoch [126][220/1413] lr: 3.110e-01, eta: 2 days, 3:20:56, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2857, top5_acc: 0.5242, loss_cls: 3.4738, loss: 3.4738, grad_norm: 1.2368 2020-10-07 19:08:53,319 - mmaction - INFO - Epoch [126][240/1413] lr: 3.110e-01, eta: 2 days, 3:20:35, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2729, top5_acc: 0.5152, loss_cls: 3.5364, loss: 3.5364, grad_norm: 1.2852 2020-10-07 19:09:12,864 - mmaction - INFO - Epoch [126][260/1413] lr: 3.110e-01, eta: 2 days, 3:20:15, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2891, top5_acc: 0.5216, loss_cls: 3.5010, loss: 3.5010, grad_norm: 1.2500 2020-10-07 19:09:32,385 - mmaction - INFO - Epoch [126][280/1413] lr: 3.110e-01, eta: 2 days, 3:19:54, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2829, top5_acc: 0.5178, loss_cls: 3.5253, loss: 3.5253, grad_norm: 1.2445 2020-10-07 19:09:52,048 - mmaction - INFO - Epoch [126][300/1413] lr: 3.110e-01, eta: 2 days, 3:19:33, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2815, top5_acc: 0.5220, loss_cls: 3.5085, loss: 3.5085, grad_norm: 1.2458 2020-10-07 19:10:11,583 - mmaction - INFO - Epoch [126][320/1413] lr: 3.110e-01, eta: 2 days, 3:19:13, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2892, top5_acc: 0.5292, loss_cls: 3.4600, loss: 3.4600, grad_norm: 1.2311 2020-10-07 19:10:31,145 - mmaction - INFO - Epoch [126][340/1413] lr: 3.110e-01, eta: 2 days, 3:18:52, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2809, top5_acc: 0.5273, loss_cls: 3.4609, loss: 3.4609, grad_norm: 1.2634 2020-10-07 19:10:50,860 - mmaction - INFO - Epoch [126][360/1413] lr: 3.110e-01, eta: 2 days, 3:18:31, time: 0.987, data_time: 0.004, memory: 8482, top1_acc: 0.2833, top5_acc: 0.5223, loss_cls: 3.4996, loss: 3.4996, grad_norm: 1.2515 2020-10-07 19:11:10,447 - mmaction - INFO - Epoch [126][380/1413] lr: 3.110e-01, eta: 2 days, 3:18:11, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2862, top5_acc: 0.5230, loss_cls: 3.5124, loss: 3.5124, grad_norm: 1.2357 2020-10-07 19:11:30,024 - mmaction - INFO - Epoch [126][400/1413] lr: 3.110e-01, eta: 2 days, 3:17:50, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2814, top5_acc: 0.5128, loss_cls: 3.5186, loss: 3.5186, grad_norm: 1.2483 2020-10-07 19:11:49,662 - mmaction - INFO - Epoch [126][420/1413] lr: 3.110e-01, eta: 2 days, 3:17:29, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2794, top5_acc: 0.5133, loss_cls: 3.5172, loss: 3.5172, grad_norm: 1.2395 2020-10-07 19:12:09,286 - mmaction - INFO - Epoch [126][440/1413] lr: 3.110e-01, eta: 2 days, 3:17:09, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2842, top5_acc: 0.5217, loss_cls: 3.4813, loss: 3.4813, grad_norm: 1.2424 2020-10-07 19:12:28,899 - mmaction - INFO - Epoch [126][460/1413] lr: 3.110e-01, eta: 2 days, 3:16:48, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2796, top5_acc: 0.5191, loss_cls: 3.5173, loss: 3.5173, grad_norm: 1.2503 2020-10-07 19:12:48,526 - mmaction - INFO - Epoch [126][480/1413] lr: 3.110e-01, eta: 2 days, 3:16:27, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2727, top5_acc: 0.5118, loss_cls: 3.5448, loss: 3.5448, grad_norm: 1.2421 2020-10-07 19:13:08,132 - mmaction - INFO - Epoch [126][500/1413] lr: 3.110e-01, eta: 2 days, 3:16:07, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2810, top5_acc: 0.5164, loss_cls: 3.5289, loss: 3.5289, grad_norm: 1.2331 2020-10-07 19:13:27,601 - mmaction - INFO - Epoch [126][520/1413] lr: 3.110e-01, eta: 2 days, 3:15:46, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2837, top5_acc: 0.5202, loss_cls: 3.4875, loss: 3.4875, grad_norm: 1.2423 2020-10-07 19:13:47,153 - mmaction - INFO - Epoch [126][540/1413] lr: 3.110e-01, eta: 2 days, 3:15:25, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2884, top5_acc: 0.5281, loss_cls: 3.4793, loss: 3.4793, grad_norm: 1.2443 2020-10-07 19:14:06,741 - mmaction - INFO - Epoch [126][560/1413] lr: 3.110e-01, eta: 2 days, 3:15:04, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2802, top5_acc: 0.5185, loss_cls: 3.5047, loss: 3.5047, grad_norm: 1.2674 2020-10-07 19:14:26,292 - mmaction - INFO - Epoch [126][580/1413] lr: 3.110e-01, eta: 2 days, 3:14:44, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2770, top5_acc: 0.5112, loss_cls: 3.5377, loss: 3.5377, grad_norm: 1.2457 2020-10-07 19:14:45,888 - mmaction - INFO - Epoch [126][600/1413] lr: 3.110e-01, eta: 2 days, 3:14:23, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2797, top5_acc: 0.5104, loss_cls: 3.5358, loss: 3.5358, grad_norm: 1.2390 2020-10-07 19:15:05,534 - mmaction - INFO - Epoch [126][620/1413] lr: 3.110e-01, eta: 2 days, 3:14:02, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2954, top5_acc: 0.5276, loss_cls: 3.4776, loss: 3.4776, grad_norm: 1.2331 2020-10-07 19:15:25,241 - mmaction - INFO - Epoch [126][640/1413] lr: 3.110e-01, eta: 2 days, 3:13:42, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2897, top5_acc: 0.5220, loss_cls: 3.4911, loss: 3.4911, grad_norm: 1.2425 2020-10-07 19:15:45,023 - mmaction - INFO - Epoch [126][660/1413] lr: 3.110e-01, eta: 2 days, 3:13:22, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2887, top5_acc: 0.5215, loss_cls: 3.5004, loss: 3.5004, grad_norm: 1.2346 2020-10-07 19:16:04,614 - mmaction - INFO - Epoch [126][680/1413] lr: 3.110e-01, eta: 2 days, 3:13:01, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2861, top5_acc: 0.5258, loss_cls: 3.4742, loss: 3.4742, grad_norm: 1.2381 2020-10-07 19:16:24,278 - mmaction - INFO - Epoch [126][700/1413] lr: 3.110e-01, eta: 2 days, 3:12:40, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2835, top5_acc: 0.5195, loss_cls: 3.4920, loss: 3.4920, grad_norm: 1.2596 2020-10-07 19:16:43,890 - mmaction - INFO - Epoch [126][720/1413] lr: 3.110e-01, eta: 2 days, 3:12:20, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2754, top5_acc: 0.5124, loss_cls: 3.5631, loss: 3.5631, grad_norm: 1.2438 2020-10-07 19:17:03,528 - mmaction - INFO - Epoch [126][740/1413] lr: 3.110e-01, eta: 2 days, 3:11:59, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2858, top5_acc: 0.5158, loss_cls: 3.5111, loss: 3.5111, grad_norm: 1.2461 2020-10-07 19:17:23,123 - mmaction - INFO - Epoch [126][760/1413] lr: 3.110e-01, eta: 2 days, 3:11:38, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2921, top5_acc: 0.5172, loss_cls: 3.5148, loss: 3.5148, grad_norm: 1.2588 2020-10-07 19:17:42,679 - mmaction - INFO - Epoch [126][780/1413] lr: 3.110e-01, eta: 2 days, 3:11:18, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2797, top5_acc: 0.5135, loss_cls: 3.5378, loss: 3.5378, grad_norm: 1.2405 2020-10-07 19:18:02,259 - mmaction - INFO - Epoch [126][800/1413] lr: 3.110e-01, eta: 2 days, 3:10:57, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2813, top5_acc: 0.5204, loss_cls: 3.5038, loss: 3.5038, grad_norm: 1.2300 2020-10-07 19:18:21,897 - mmaction - INFO - Epoch [126][820/1413] lr: 3.110e-01, eta: 2 days, 3:10:36, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2777, top5_acc: 0.5177, loss_cls: 3.5153, loss: 3.5153, grad_norm: 1.2525 2020-10-07 19:18:41,615 - mmaction - INFO - Epoch [126][840/1413] lr: 3.110e-01, eta: 2 days, 3:10:16, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2928, top5_acc: 0.5285, loss_cls: 3.4549, loss: 3.4549, grad_norm: 1.2495 2020-10-07 19:19:01,252 - mmaction - INFO - Epoch [126][860/1413] lr: 3.110e-01, eta: 2 days, 3:09:55, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2759, top5_acc: 0.5120, loss_cls: 3.5671, loss: 3.5671, grad_norm: 1.2585 2020-10-07 19:19:20,954 - mmaction - INFO - Epoch [126][880/1413] lr: 3.110e-01, eta: 2 days, 3:09:35, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2755, top5_acc: 0.5070, loss_cls: 3.5710, loss: 3.5710, grad_norm: 1.2491 2020-10-07 19:19:40,719 - mmaction - INFO - Epoch [126][900/1413] lr: 3.110e-01, eta: 2 days, 3:09:15, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2818, top5_acc: 0.5206, loss_cls: 3.5261, loss: 3.5261, grad_norm: 1.2386 2020-10-07 19:20:00,348 - mmaction - INFO - Epoch [126][920/1413] lr: 3.110e-01, eta: 2 days, 3:08:54, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2810, top5_acc: 0.5185, loss_cls: 3.5356, loss: 3.5356, grad_norm: 1.2548 2020-10-07 19:20:19,974 - mmaction - INFO - Epoch [126][940/1413] lr: 3.110e-01, eta: 2 days, 3:08:33, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2831, top5_acc: 0.5171, loss_cls: 3.5049, loss: 3.5049, grad_norm: 1.2482 2020-10-07 19:20:39,520 - mmaction - INFO - Epoch [126][960/1413] lr: 3.110e-01, eta: 2 days, 3:08:13, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2867, top5_acc: 0.5118, loss_cls: 3.5031, loss: 3.5031, grad_norm: 1.2422 2020-10-07 19:20:59,166 - mmaction - INFO - Epoch [126][980/1413] lr: 3.110e-01, eta: 2 days, 3:07:52, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2754, top5_acc: 0.5147, loss_cls: 3.5520, loss: 3.5520, grad_norm: 1.2557 2020-10-07 19:21:18,734 - mmaction - INFO - Epoch [126][1000/1413] lr: 3.110e-01, eta: 2 days, 3:07:31, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2698, top5_acc: 0.5102, loss_cls: 3.5513, loss: 3.5513, grad_norm: 1.2502 2020-10-07 19:21:38,384 - mmaction - INFO - Epoch [126][1020/1413] lr: 3.110e-01, eta: 2 days, 3:07:11, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2772, top5_acc: 0.5220, loss_cls: 3.5252, loss: 3.5252, grad_norm: 1.2454 2020-10-07 19:21:57,974 - mmaction - INFO - Epoch [126][1040/1413] lr: 3.110e-01, eta: 2 days, 3:06:50, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2767, top5_acc: 0.5216, loss_cls: 3.5174, loss: 3.5174, grad_norm: 1.2298 2020-10-07 19:22:17,555 - mmaction - INFO - Epoch [126][1060/1413] lr: 3.110e-01, eta: 2 days, 3:06:29, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2772, top5_acc: 0.5134, loss_cls: 3.5459, loss: 3.5459, grad_norm: 1.2364 2020-10-07 19:22:37,137 - mmaction - INFO - Epoch [126][1080/1413] lr: 3.110e-01, eta: 2 days, 3:06:09, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2845, top5_acc: 0.5223, loss_cls: 3.5136, loss: 3.5136, grad_norm: 1.2462 2020-10-07 19:22:56,713 - mmaction - INFO - Epoch [126][1100/1413] lr: 3.110e-01, eta: 2 days, 3:05:48, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2790, top5_acc: 0.5172, loss_cls: 3.5100, loss: 3.5100, grad_norm: 1.2499 2020-10-07 19:23:16,192 - mmaction - INFO - Epoch [126][1120/1413] lr: 3.110e-01, eta: 2 days, 3:05:27, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2797, top5_acc: 0.5163, loss_cls: 3.5030, loss: 3.5030, grad_norm: 1.2461 2020-10-07 19:23:35,651 - mmaction - INFO - Epoch [126][1140/1413] lr: 3.110e-01, eta: 2 days, 3:05:06, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.2737, top5_acc: 0.5146, loss_cls: 3.5590, loss: 3.5590, grad_norm: 1.2552 2020-10-07 19:23:55,282 - mmaction - INFO - Epoch [126][1160/1413] lr: 3.110e-01, eta: 2 days, 3:04:46, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2734, top5_acc: 0.5189, loss_cls: 3.5304, loss: 3.5304, grad_norm: 1.2307 2020-10-07 19:24:14,931 - mmaction - INFO - Epoch [126][1180/1413] lr: 3.110e-01, eta: 2 days, 3:04:25, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2841, top5_acc: 0.5203, loss_cls: 3.5058, loss: 3.5058, grad_norm: 1.2422 2020-10-07 19:24:34,643 - mmaction - INFO - Epoch [126][1200/1413] lr: 3.110e-01, eta: 2 days, 3:04:05, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2796, top5_acc: 0.5141, loss_cls: 3.5342, loss: 3.5342, grad_norm: 1.2403 2020-10-07 19:24:54,239 - mmaction - INFO - Epoch [126][1220/1413] lr: 3.110e-01, eta: 2 days, 3:03:44, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2814, top5_acc: 0.5120, loss_cls: 3.5222, loss: 3.5222, grad_norm: 1.2472 2020-10-07 19:25:13,904 - mmaction - INFO - Epoch [126][1240/1413] lr: 3.110e-01, eta: 2 days, 3:03:23, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2755, top5_acc: 0.5206, loss_cls: 3.5278, loss: 3.5278, grad_norm: 1.2410 2020-10-07 19:25:33,435 - mmaction - INFO - Epoch [126][1260/1413] lr: 3.110e-01, eta: 2 days, 3:03:03, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2796, top5_acc: 0.5156, loss_cls: 3.5425, loss: 3.5425, grad_norm: 1.2496 2020-10-07 19:25:53,110 - mmaction - INFO - Epoch [126][1280/1413] lr: 3.110e-01, eta: 2 days, 3:02:42, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2850, top5_acc: 0.5141, loss_cls: 3.5409, loss: 3.5409, grad_norm: 1.2175 2020-10-07 19:26:12,637 - mmaction - INFO - Epoch [126][1300/1413] lr: 3.110e-01, eta: 2 days, 3:02:21, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2768, top5_acc: 0.5176, loss_cls: 3.5425, loss: 3.5425, grad_norm: 1.2271 2020-10-07 19:26:32,139 - mmaction - INFO - Epoch [126][1320/1413] lr: 3.110e-01, eta: 2 days, 3:02:00, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2773, top5_acc: 0.5141, loss_cls: 3.5332, loss: 3.5332, grad_norm: 1.2642 2020-10-07 19:26:51,811 - mmaction - INFO - Epoch [126][1340/1413] lr: 3.110e-01, eta: 2 days, 3:01:40, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2719, top5_acc: 0.5034, loss_cls: 3.5797, loss: 3.5797, grad_norm: 1.2594 2020-10-07 19:27:11,385 - mmaction - INFO - Epoch [126][1360/1413] lr: 3.110e-01, eta: 2 days, 3:01:19, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2749, top5_acc: 0.5043, loss_cls: 3.5788, loss: 3.5788, grad_norm: 1.2287 2020-10-07 19:27:30,986 - mmaction - INFO - Epoch [126][1380/1413] lr: 3.110e-01, eta: 2 days, 3:00:59, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2895, top5_acc: 0.5243, loss_cls: 3.4860, loss: 3.4860, grad_norm: 1.2382 2020-10-07 19:27:50,644 - mmaction - INFO - Epoch [126][1400/1413] lr: 3.110e-01, eta: 2 days, 3:00:38, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2896, top5_acc: 0.5221, loss_cls: 3.4912, loss: 3.4912, grad_norm: 1.2486 2020-10-07 19:28:54,183 - mmaction - INFO - Epoch [127][20/1413] lr: 3.074e-01, eta: 2 days, 3:00:34, time: 2.519, data_time: 1.478, memory: 8482, top1_acc: 0.2910, top5_acc: 0.5232, loss_cls: 3.4715, loss: 3.4715, grad_norm: 1.2429 2020-10-07 19:29:13,630 - mmaction - INFO - Epoch [127][40/1413] lr: 3.074e-01, eta: 2 days, 3:00:13, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2914, top5_acc: 0.5228, loss_cls: 3.4486, loss: 3.4486, grad_norm: 1.2633 2020-10-07 19:29:33,173 - mmaction - INFO - Epoch [127][60/1413] lr: 3.074e-01, eta: 2 days, 2:59:52, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2846, top5_acc: 0.5220, loss_cls: 3.4739, loss: 3.4739, grad_norm: 1.2509 2020-10-07 19:29:52,900 - mmaction - INFO - Epoch [127][80/1413] lr: 3.074e-01, eta: 2 days, 2:59:32, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2742, top5_acc: 0.5186, loss_cls: 3.5114, loss: 3.5114, grad_norm: 1.2635 2020-10-07 19:30:11,646 - mmaction - INFO - Epoch [127][100/1413] lr: 3.074e-01, eta: 2 days, 2:59:10, time: 0.938, data_time: 0.003, memory: 8482, top1_acc: 0.2861, top5_acc: 0.5156, loss_cls: 3.4974, loss: 3.4974, grad_norm: 1.2437 2020-10-07 19:30:31,303 - mmaction - INFO - Epoch [127][120/1413] lr: 3.074e-01, eta: 2 days, 2:58:49, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2814, top5_acc: 0.5264, loss_cls: 3.4719, loss: 3.4719, grad_norm: 1.2503 2020-10-07 19:30:50,886 - mmaction - INFO - Epoch [127][140/1413] lr: 3.074e-01, eta: 2 days, 2:58:29, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2828, top5_acc: 0.5215, loss_cls: 3.4832, loss: 3.4832, grad_norm: 1.2471 2020-10-07 19:31:10,651 - mmaction - INFO - Epoch [127][160/1413] lr: 3.074e-01, eta: 2 days, 2:58:08, time: 0.988, data_time: 0.001, memory: 8482, top1_acc: 0.2770, top5_acc: 0.5099, loss_cls: 3.5233, loss: 3.5233, grad_norm: 1.2466 2020-10-07 19:31:30,285 - mmaction - INFO - Epoch [127][180/1413] lr: 3.074e-01, eta: 2 days, 2:57:48, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2788, top5_acc: 0.5126, loss_cls: 3.5274, loss: 3.5274, grad_norm: 1.2499 2020-10-07 19:31:50,058 - mmaction - INFO - Epoch [127][200/1413] lr: 3.074e-01, eta: 2 days, 2:57:27, time: 0.988, data_time: 0.001, memory: 8482, top1_acc: 0.2779, top5_acc: 0.5236, loss_cls: 3.5057, loss: 3.5057, grad_norm: 1.2443 2020-10-07 19:32:09,538 - mmaction - INFO - Epoch [127][220/1413] lr: 3.074e-01, eta: 2 days, 2:57:06, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2861, top5_acc: 0.5214, loss_cls: 3.5031, loss: 3.5031, grad_norm: 1.2744 2020-10-07 19:32:29,221 - mmaction - INFO - Epoch [127][240/1413] lr: 3.074e-01, eta: 2 days, 2:56:46, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2753, top5_acc: 0.5146, loss_cls: 3.5292, loss: 3.5292, grad_norm: 1.2622 2020-10-07 19:32:48,827 - mmaction - INFO - Epoch [127][260/1413] lr: 3.074e-01, eta: 2 days, 2:56:25, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2898, top5_acc: 0.5254, loss_cls: 3.4590, loss: 3.4590, grad_norm: 1.2472 2020-10-07 19:33:08,360 - mmaction - INFO - Epoch [127][280/1413] lr: 3.074e-01, eta: 2 days, 2:56:05, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2865, top5_acc: 0.5177, loss_cls: 3.5166, loss: 3.5166, grad_norm: 1.2637 2020-10-07 19:33:28,080 - mmaction - INFO - Epoch [127][300/1413] lr: 3.074e-01, eta: 2 days, 2:55:44, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2786, top5_acc: 0.5190, loss_cls: 3.5348, loss: 3.5348, grad_norm: 1.2428 2020-10-07 19:33:47,748 - mmaction - INFO - Epoch [127][320/1413] lr: 3.074e-01, eta: 2 days, 2:55:24, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2852, top5_acc: 0.5158, loss_cls: 3.5143, loss: 3.5143, grad_norm: 1.2289 2020-10-07 19:34:07,475 - mmaction - INFO - Epoch [127][340/1413] lr: 3.074e-01, eta: 2 days, 2:55:03, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2909, top5_acc: 0.5280, loss_cls: 3.4707, loss: 3.4707, grad_norm: 1.2680 2020-10-07 19:34:27,226 - mmaction - INFO - Epoch [127][360/1413] lr: 3.074e-01, eta: 2 days, 2:54:43, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.2757, top5_acc: 0.5258, loss_cls: 3.4910, loss: 3.4910, grad_norm: 1.2799 2020-10-07 19:34:46,868 - mmaction - INFO - Epoch [127][380/1413] lr: 3.074e-01, eta: 2 days, 2:54:22, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2828, top5_acc: 0.5182, loss_cls: 3.4750, loss: 3.4750, grad_norm: 1.2452 2020-10-07 19:35:06,600 - mmaction - INFO - Epoch [127][400/1413] lr: 3.074e-01, eta: 2 days, 2:54:02, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.2846, top5_acc: 0.5195, loss_cls: 3.5170, loss: 3.5170, grad_norm: 1.2596 2020-10-07 19:35:26,248 - mmaction - INFO - Epoch [127][420/1413] lr: 3.074e-01, eta: 2 days, 2:53:41, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2695, top5_acc: 0.5096, loss_cls: 3.5468, loss: 3.5468, grad_norm: 1.2658 2020-10-07 19:35:45,847 - mmaction - INFO - Epoch [127][440/1413] lr: 3.074e-01, eta: 2 days, 2:53:20, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2831, top5_acc: 0.5158, loss_cls: 3.5009, loss: 3.5009, grad_norm: 1.2330 2020-10-07 19:36:05,466 - mmaction - INFO - Epoch [127][460/1413] lr: 3.074e-01, eta: 2 days, 2:53:00, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2832, top5_acc: 0.5219, loss_cls: 3.5000, loss: 3.5000, grad_norm: 1.2512 2020-10-07 19:36:24,935 - mmaction - INFO - Epoch [127][480/1413] lr: 3.074e-01, eta: 2 days, 2:52:39, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2842, top5_acc: 0.5307, loss_cls: 3.4666, loss: 3.4666, grad_norm: 1.2597 2020-10-07 19:36:44,484 - mmaction - INFO - Epoch [127][500/1413] lr: 3.074e-01, eta: 2 days, 2:52:18, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2772, top5_acc: 0.5204, loss_cls: 3.5082, loss: 3.5082, grad_norm: 1.2581 2020-10-07 19:37:04,208 - mmaction - INFO - Epoch [127][520/1413] lr: 3.074e-01, eta: 2 days, 2:51:58, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2940, top5_acc: 0.5250, loss_cls: 3.4557, loss: 3.4557, grad_norm: 1.2382 2020-10-07 19:37:23,900 - mmaction - INFO - Epoch [127][540/1413] lr: 3.074e-01, eta: 2 days, 2:51:37, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2772, top5_acc: 0.5143, loss_cls: 3.5237, loss: 3.5237, grad_norm: 1.2576 2020-10-07 19:37:43,494 - mmaction - INFO - Epoch [127][560/1413] lr: 3.074e-01, eta: 2 days, 2:51:17, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2750, top5_acc: 0.5078, loss_cls: 3.5607, loss: 3.5607, grad_norm: 1.2525 2020-10-07 19:38:03,152 - mmaction - INFO - Epoch [127][580/1413] lr: 3.074e-01, eta: 2 days, 2:50:56, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2854, top5_acc: 0.5241, loss_cls: 3.4848, loss: 3.4848, grad_norm: 1.2479 2020-10-07 19:38:22,660 - mmaction - INFO - Epoch [127][600/1413] lr: 3.074e-01, eta: 2 days, 2:50:35, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2832, top5_acc: 0.5203, loss_cls: 3.5110, loss: 3.5110, grad_norm: 1.2546 2020-10-07 19:38:42,210 - mmaction - INFO - Epoch [127][620/1413] lr: 3.074e-01, eta: 2 days, 2:50:15, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2905, top5_acc: 0.5164, loss_cls: 3.5062, loss: 3.5062, grad_norm: 1.2465 2020-10-07 19:39:01,771 - mmaction - INFO - Epoch [127][640/1413] lr: 3.074e-01, eta: 2 days, 2:49:54, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2885, top5_acc: 0.5182, loss_cls: 3.5082, loss: 3.5082, grad_norm: 1.2506 2020-10-07 19:39:21,336 - mmaction - INFO - Epoch [127][660/1413] lr: 3.074e-01, eta: 2 days, 2:49:33, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2779, top5_acc: 0.5150, loss_cls: 3.5344, loss: 3.5344, grad_norm: 1.2480 2020-10-07 19:39:40,908 - mmaction - INFO - Epoch [127][680/1413] lr: 3.074e-01, eta: 2 days, 2:49:13, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2848, top5_acc: 0.5276, loss_cls: 3.4754, loss: 3.4754, grad_norm: 1.2433 2020-10-07 19:40:00,519 - mmaction - INFO - Epoch [127][700/1413] lr: 3.074e-01, eta: 2 days, 2:48:52, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2941, top5_acc: 0.5286, loss_cls: 3.4504, loss: 3.4504, grad_norm: 1.2478 2020-10-07 19:40:20,188 - mmaction - INFO - Epoch [127][720/1413] lr: 3.074e-01, eta: 2 days, 2:48:31, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2874, top5_acc: 0.5181, loss_cls: 3.5215, loss: 3.5215, grad_norm: 1.2504 2020-10-07 19:40:39,894 - mmaction - INFO - Epoch [127][740/1413] lr: 3.074e-01, eta: 2 days, 2:48:11, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2831, top5_acc: 0.5124, loss_cls: 3.5164, loss: 3.5164, grad_norm: 1.2644 2020-10-07 19:40:59,563 - mmaction - INFO - Epoch [127][760/1413] lr: 3.074e-01, eta: 2 days, 2:47:50, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2829, top5_acc: 0.5230, loss_cls: 3.4893, loss: 3.4893, grad_norm: 1.2708 2020-10-07 19:41:19,212 - mmaction - INFO - Epoch [127][780/1413] lr: 3.074e-01, eta: 2 days, 2:47:30, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2711, top5_acc: 0.5082, loss_cls: 3.5626, loss: 3.5626, grad_norm: 1.2541 2020-10-07 19:41:38,780 - mmaction - INFO - Epoch [127][800/1413] lr: 3.074e-01, eta: 2 days, 2:47:09, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2811, top5_acc: 0.5125, loss_cls: 3.5270, loss: 3.5270, grad_norm: 1.2665 2020-10-07 19:41:58,321 - mmaction - INFO - Epoch [127][820/1413] lr: 3.074e-01, eta: 2 days, 2:46:48, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2812, top5_acc: 0.5173, loss_cls: 3.5063, loss: 3.5063, grad_norm: 1.2385 2020-10-07 19:42:17,941 - mmaction - INFO - Epoch [127][840/1413] lr: 3.074e-01, eta: 2 days, 2:46:28, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2724, top5_acc: 0.5201, loss_cls: 3.5335, loss: 3.5335, grad_norm: 1.2491 2020-10-07 19:42:37,458 - mmaction - INFO - Epoch [127][860/1413] lr: 3.074e-01, eta: 2 days, 2:46:07, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2811, top5_acc: 0.5176, loss_cls: 3.5302, loss: 3.5302, grad_norm: 1.2596 2020-10-07 19:42:57,175 - mmaction - INFO - Epoch [127][880/1413] lr: 3.074e-01, eta: 2 days, 2:45:47, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2730, top5_acc: 0.5081, loss_cls: 3.5687, loss: 3.5687, grad_norm: 1.2637 2020-10-07 19:43:16,829 - mmaction - INFO - Epoch [127][900/1413] lr: 3.074e-01, eta: 2 days, 2:45:26, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2809, top5_acc: 0.5193, loss_cls: 3.5007, loss: 3.5007, grad_norm: 1.2455 2020-10-07 19:43:36,439 - mmaction - INFO - Epoch [127][920/1413] lr: 3.074e-01, eta: 2 days, 2:45:05, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2772, top5_acc: 0.5094, loss_cls: 3.5634, loss: 3.5634, grad_norm: 1.2580 2020-10-07 19:43:55,935 - mmaction - INFO - Epoch [127][940/1413] lr: 3.074e-01, eta: 2 days, 2:44:45, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2790, top5_acc: 0.5210, loss_cls: 3.5003, loss: 3.5003, grad_norm: 1.2428 2020-10-07 19:44:15,577 - mmaction - INFO - Epoch [127][960/1413] lr: 3.074e-01, eta: 2 days, 2:44:24, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2831, top5_acc: 0.5249, loss_cls: 3.4874, loss: 3.4874, grad_norm: 1.2485 2020-10-07 19:44:35,091 - mmaction - INFO - Epoch [127][980/1413] lr: 3.074e-01, eta: 2 days, 2:44:03, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2783, top5_acc: 0.5190, loss_cls: 3.5279, loss: 3.5279, grad_norm: 1.2489 2020-10-07 19:44:54,662 - mmaction - INFO - Epoch [127][1000/1413] lr: 3.074e-01, eta: 2 days, 2:43:42, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2870, top5_acc: 0.5173, loss_cls: 3.4987, loss: 3.4987, grad_norm: 1.2453 2020-10-07 19:45:14,344 - mmaction - INFO - Epoch [127][1020/1413] lr: 3.074e-01, eta: 2 days, 2:43:22, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2944, top5_acc: 0.5305, loss_cls: 3.4300, loss: 3.4300, grad_norm: 1.2378 2020-10-07 19:45:33,963 - mmaction - INFO - Epoch [127][1040/1413] lr: 3.074e-01, eta: 2 days, 2:43:01, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2824, top5_acc: 0.5211, loss_cls: 3.4898, loss: 3.4898, grad_norm: 1.2448 2020-10-07 19:45:53,608 - mmaction - INFO - Epoch [127][1060/1413] lr: 3.074e-01, eta: 2 days, 2:42:41, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2840, top5_acc: 0.5172, loss_cls: 3.5140, loss: 3.5140, grad_norm: 1.2465 2020-10-07 19:46:13,238 - mmaction - INFO - Epoch [127][1080/1413] lr: 3.074e-01, eta: 2 days, 2:42:20, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2733, top5_acc: 0.5098, loss_cls: 3.5372, loss: 3.5372, grad_norm: 1.2643 2020-10-07 19:46:32,800 - mmaction - INFO - Epoch [127][1100/1413] lr: 3.074e-01, eta: 2 days, 2:42:00, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2710, top5_acc: 0.5105, loss_cls: 3.5534, loss: 3.5534, grad_norm: 1.2402 2020-10-07 19:46:52,416 - mmaction - INFO - Epoch [127][1120/1413] lr: 3.074e-01, eta: 2 days, 2:41:39, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2784, top5_acc: 0.5094, loss_cls: 3.5545, loss: 3.5545, grad_norm: 1.2513 2020-10-07 19:47:11,973 - mmaction - INFO - Epoch [127][1140/1413] lr: 3.074e-01, eta: 2 days, 2:41:18, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2747, top5_acc: 0.5156, loss_cls: 3.5562, loss: 3.5562, grad_norm: 1.2497 2020-10-07 19:47:31,500 - mmaction - INFO - Epoch [127][1160/1413] lr: 3.074e-01, eta: 2 days, 2:40:57, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2896, top5_acc: 0.5284, loss_cls: 3.4948, loss: 3.4948, grad_norm: 1.2285 2020-10-07 19:47:51,074 - mmaction - INFO - Epoch [127][1180/1413] lr: 3.074e-01, eta: 2 days, 2:40:37, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2887, top5_acc: 0.5273, loss_cls: 3.4983, loss: 3.4983, grad_norm: 1.2600 2020-10-07 19:48:10,677 - mmaction - INFO - Epoch [127][1200/1413] lr: 3.074e-01, eta: 2 days, 2:40:16, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2802, top5_acc: 0.5174, loss_cls: 3.5346, loss: 3.5346, grad_norm: 1.2415 2020-10-07 19:48:30,344 - mmaction - INFO - Epoch [127][1220/1413] lr: 3.074e-01, eta: 2 days, 2:39:56, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2848, top5_acc: 0.5090, loss_cls: 3.5379, loss: 3.5379, grad_norm: 1.2532 2020-10-07 19:48:49,913 - mmaction - INFO - Epoch [127][1240/1413] lr: 3.074e-01, eta: 2 days, 2:39:35, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2798, top5_acc: 0.5199, loss_cls: 3.4819, loss: 3.4819, grad_norm: 1.2512 2020-10-07 19:49:09,432 - mmaction - INFO - Epoch [127][1260/1413] lr: 3.074e-01, eta: 2 days, 2:39:14, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2716, top5_acc: 0.5104, loss_cls: 3.5366, loss: 3.5366, grad_norm: 1.2466 2020-10-07 19:49:29,053 - mmaction - INFO - Epoch [127][1280/1413] lr: 3.074e-01, eta: 2 days, 2:38:54, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2799, top5_acc: 0.5135, loss_cls: 3.5434, loss: 3.5434, grad_norm: 1.2406 2020-10-07 19:49:48,573 - mmaction - INFO - Epoch [127][1300/1413] lr: 3.074e-01, eta: 2 days, 2:38:33, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2786, top5_acc: 0.5266, loss_cls: 3.5074, loss: 3.5074, grad_norm: 1.2709 2020-10-07 19:50:08,287 - mmaction - INFO - Epoch [127][1320/1413] lr: 3.074e-01, eta: 2 days, 2:38:12, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2773, top5_acc: 0.5268, loss_cls: 3.4842, loss: 3.4842, grad_norm: 1.2368 2020-10-07 19:50:27,915 - mmaction - INFO - Epoch [127][1340/1413] lr: 3.074e-01, eta: 2 days, 2:37:52, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2861, top5_acc: 0.5160, loss_cls: 3.5125, loss: 3.5125, grad_norm: 1.2600 2020-10-07 19:50:47,482 - mmaction - INFO - Epoch [127][1360/1413] lr: 3.074e-01, eta: 2 days, 2:37:31, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2794, top5_acc: 0.5158, loss_cls: 3.5591, loss: 3.5591, grad_norm: 1.2654 2020-10-07 19:51:07,105 - mmaction - INFO - Epoch [127][1380/1413] lr: 3.074e-01, eta: 2 days, 2:37:11, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2897, top5_acc: 0.5145, loss_cls: 3.5331, loss: 3.5331, grad_norm: 1.2539 2020-10-07 19:51:26,799 - mmaction - INFO - Epoch [127][1400/1413] lr: 3.074e-01, eta: 2 days, 2:36:50, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2792, top5_acc: 0.5121, loss_cls: 3.5314, loss: 3.5314, grad_norm: 1.2275 2020-10-07 19:52:30,479 - mmaction - INFO - Epoch [128][20/1413] lr: 3.037e-01, eta: 2 days, 2:36:46, time: 2.521, data_time: 1.335, memory: 8482, top1_acc: 0.2967, top5_acc: 0.5289, loss_cls: 3.4470, loss: 3.4470, grad_norm: 1.2424 2020-10-07 19:52:49,857 - mmaction - INFO - Epoch [128][40/1413] lr: 3.037e-01, eta: 2 days, 2:36:24, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.2969, top5_acc: 0.5266, loss_cls: 3.4682, loss: 3.4682, grad_norm: 1.2637 2020-10-07 19:53:09,412 - mmaction - INFO - Epoch [128][60/1413] lr: 3.037e-01, eta: 2 days, 2:36:04, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2802, top5_acc: 0.5182, loss_cls: 3.5255, loss: 3.5255, grad_norm: 1.2487 2020-10-07 19:53:28,975 - mmaction - INFO - Epoch [128][80/1413] lr: 3.037e-01, eta: 2 days, 2:35:43, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2853, top5_acc: 0.5243, loss_cls: 3.4677, loss: 3.4677, grad_norm: 1.2506 2020-10-07 19:53:48,532 - mmaction - INFO - Epoch [128][100/1413] lr: 3.037e-01, eta: 2 days, 2:35:22, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2885, top5_acc: 0.5302, loss_cls: 3.4652, loss: 3.4652, grad_norm: 1.2511 2020-10-07 19:54:08,032 - mmaction - INFO - Epoch [128][120/1413] lr: 3.037e-01, eta: 2 days, 2:35:02, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2760, top5_acc: 0.5104, loss_cls: 3.5384, loss: 3.5384, grad_norm: 1.2431 2020-10-07 19:54:27,699 - mmaction - INFO - Epoch [128][140/1413] lr: 3.037e-01, eta: 2 days, 2:34:41, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2875, top5_acc: 0.5241, loss_cls: 3.4955, loss: 3.4955, grad_norm: 1.2560 2020-10-07 19:54:47,273 - mmaction - INFO - Epoch [128][160/1413] lr: 3.037e-01, eta: 2 days, 2:34:20, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2937, top5_acc: 0.5259, loss_cls: 3.4465, loss: 3.4465, grad_norm: 1.2458 2020-10-07 19:55:06,975 - mmaction - INFO - Epoch [128][180/1413] lr: 3.037e-01, eta: 2 days, 2:34:00, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2770, top5_acc: 0.5126, loss_cls: 3.5068, loss: 3.5068, grad_norm: 1.2478 2020-10-07 19:55:26,619 - mmaction - INFO - Epoch [128][200/1413] lr: 3.037e-01, eta: 2 days, 2:33:39, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2875, top5_acc: 0.5253, loss_cls: 3.4686, loss: 3.4686, grad_norm: 1.2621 2020-10-07 19:55:46,209 - mmaction - INFO - Epoch [128][220/1413] lr: 3.037e-01, eta: 2 days, 2:33:19, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2891, top5_acc: 0.5230, loss_cls: 3.4659, loss: 3.4659, grad_norm: 1.2688 2020-10-07 19:56:05,710 - mmaction - INFO - Epoch [128][240/1413] lr: 3.037e-01, eta: 2 days, 2:32:58, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2831, top5_acc: 0.5216, loss_cls: 3.5007, loss: 3.5007, grad_norm: 1.2629 2020-10-07 19:56:25,333 - mmaction - INFO - Epoch [128][260/1413] lr: 3.037e-01, eta: 2 days, 2:32:37, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2783, top5_acc: 0.5198, loss_cls: 3.5265, loss: 3.5265, grad_norm: 1.2709 2020-10-07 19:56:44,987 - mmaction - INFO - Epoch [128][280/1413] lr: 3.037e-01, eta: 2 days, 2:32:17, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2805, top5_acc: 0.5189, loss_cls: 3.4996, loss: 3.4996, grad_norm: 1.2545 2020-10-07 19:57:04,636 - mmaction - INFO - Epoch [128][300/1413] lr: 3.037e-01, eta: 2 days, 2:31:56, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2831, top5_acc: 0.5243, loss_cls: 3.4914, loss: 3.4914, grad_norm: 1.2352 2020-10-07 19:57:24,201 - mmaction - INFO - Epoch [128][320/1413] lr: 3.037e-01, eta: 2 days, 2:31:36, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2835, top5_acc: 0.5177, loss_cls: 3.4947, loss: 3.4947, grad_norm: 1.2556 2020-10-07 19:57:43,710 - mmaction - INFO - Epoch [128][340/1413] lr: 3.037e-01, eta: 2 days, 2:31:15, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2779, top5_acc: 0.5173, loss_cls: 3.5387, loss: 3.5387, grad_norm: 1.2721 2020-10-07 19:58:03,441 - mmaction - INFO - Epoch [128][360/1413] lr: 3.037e-01, eta: 2 days, 2:30:54, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.2753, top5_acc: 0.5103, loss_cls: 3.5260, loss: 3.5260, grad_norm: 1.2722 2020-10-07 19:58:23,013 - mmaction - INFO - Epoch [128][380/1413] lr: 3.037e-01, eta: 2 days, 2:30:34, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2785, top5_acc: 0.5165, loss_cls: 3.5149, loss: 3.5149, grad_norm: 1.2660 2020-10-07 19:58:42,718 - mmaction - INFO - Epoch [128][400/1413] lr: 3.037e-01, eta: 2 days, 2:30:13, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2852, top5_acc: 0.5262, loss_cls: 3.4695, loss: 3.4695, grad_norm: 1.2519 2020-10-07 19:59:02,310 - mmaction - INFO - Epoch [128][420/1413] lr: 3.037e-01, eta: 2 days, 2:29:53, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2854, top5_acc: 0.5250, loss_cls: 3.4739, loss: 3.4739, grad_norm: 1.2432 2020-10-07 19:59:21,900 - mmaction - INFO - Epoch [128][440/1413] lr: 3.037e-01, eta: 2 days, 2:29:32, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2848, top5_acc: 0.5151, loss_cls: 3.5257, loss: 3.5257, grad_norm: 1.2587 2020-10-07 19:59:41,525 - mmaction - INFO - Epoch [128][460/1413] lr: 3.037e-01, eta: 2 days, 2:29:11, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2849, top5_acc: 0.5272, loss_cls: 3.4928, loss: 3.4928, grad_norm: 1.2526 2020-10-07 20:00:01,131 - mmaction - INFO - Epoch [128][480/1413] lr: 3.037e-01, eta: 2 days, 2:28:51, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2770, top5_acc: 0.5194, loss_cls: 3.5121, loss: 3.5121, grad_norm: 1.2423 2020-10-07 20:00:21,520 - mmaction - INFO - Epoch [128][500/1413] lr: 3.037e-01, eta: 2 days, 2:28:31, time: 1.019, data_time: 0.002, memory: 8482, top1_acc: 0.2831, top5_acc: 0.5184, loss_cls: 3.4948, loss: 3.4948, grad_norm: 1.2559 2020-10-07 20:00:41,110 - mmaction - INFO - Epoch [128][520/1413] lr: 3.037e-01, eta: 2 days, 2:28:11, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2841, top5_acc: 0.5191, loss_cls: 3.4986, loss: 3.4986, grad_norm: 1.2680 2020-10-07 20:01:00,632 - mmaction - INFO - Epoch [128][540/1413] lr: 3.037e-01, eta: 2 days, 2:27:50, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2884, top5_acc: 0.5255, loss_cls: 3.4816, loss: 3.4816, grad_norm: 1.2526 2020-10-07 20:01:20,195 - mmaction - INFO - Epoch [128][560/1413] lr: 3.037e-01, eta: 2 days, 2:27:29, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2926, top5_acc: 0.5292, loss_cls: 3.4511, loss: 3.4511, grad_norm: 1.2483 2020-10-07 20:01:39,789 - mmaction - INFO - Epoch [128][580/1413] lr: 3.037e-01, eta: 2 days, 2:27:09, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2788, top5_acc: 0.5198, loss_cls: 3.5106, loss: 3.5106, grad_norm: 1.2628 2020-10-07 20:01:59,424 - mmaction - INFO - Epoch [128][600/1413] lr: 3.037e-01, eta: 2 days, 2:26:48, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2854, top5_acc: 0.5206, loss_cls: 3.4795, loss: 3.4795, grad_norm: 1.2681 2020-10-07 20:02:18,946 - mmaction - INFO - Epoch [128][620/1413] lr: 3.037e-01, eta: 2 days, 2:26:27, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2867, top5_acc: 0.5242, loss_cls: 3.4915, loss: 3.4915, grad_norm: 1.2839 2020-10-07 20:02:38,547 - mmaction - INFO - Epoch [128][640/1413] lr: 3.037e-01, eta: 2 days, 2:26:07, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2760, top5_acc: 0.5154, loss_cls: 3.5239, loss: 3.5239, grad_norm: 1.2668 2020-10-07 20:02:58,153 - mmaction - INFO - Epoch [128][660/1413] lr: 3.037e-01, eta: 2 days, 2:25:46, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2763, top5_acc: 0.5251, loss_cls: 3.5109, loss: 3.5109, grad_norm: 1.2525 2020-10-07 20:03:17,865 - mmaction - INFO - Epoch [128][680/1413] lr: 3.037e-01, eta: 2 days, 2:25:26, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2773, top5_acc: 0.5148, loss_cls: 3.5209, loss: 3.5209, grad_norm: 1.2676 2020-10-07 20:03:37,509 - mmaction - INFO - Epoch [128][700/1413] lr: 3.037e-01, eta: 2 days, 2:25:05, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2781, top5_acc: 0.5155, loss_cls: 3.5281, loss: 3.5281, grad_norm: 1.2643 2020-10-07 20:03:57,091 - mmaction - INFO - Epoch [128][720/1413] lr: 3.037e-01, eta: 2 days, 2:24:44, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2805, top5_acc: 0.5225, loss_cls: 3.5229, loss: 3.5229, grad_norm: 1.2498 2020-10-07 20:04:16,658 - mmaction - INFO - Epoch [128][740/1413] lr: 3.037e-01, eta: 2 days, 2:24:24, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2878, top5_acc: 0.5242, loss_cls: 3.4799, loss: 3.4799, grad_norm: 1.2612 2020-10-07 20:04:36,333 - mmaction - INFO - Epoch [128][760/1413] lr: 3.037e-01, eta: 2 days, 2:24:03, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2790, top5_acc: 0.5113, loss_cls: 3.5311, loss: 3.5311, grad_norm: 1.2507 2020-10-07 20:04:55,920 - mmaction - INFO - Epoch [128][780/1413] lr: 3.037e-01, eta: 2 days, 2:23:43, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2891, top5_acc: 0.5191, loss_cls: 3.4807, loss: 3.4807, grad_norm: 1.2516 2020-10-07 20:05:15,529 - mmaction - INFO - Epoch [128][800/1413] lr: 3.037e-01, eta: 2 days, 2:23:22, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2875, top5_acc: 0.5201, loss_cls: 3.5023, loss: 3.5023, grad_norm: 1.2554 2020-10-07 20:05:35,271 - mmaction - INFO - Epoch [128][820/1413] lr: 3.037e-01, eta: 2 days, 2:23:02, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2835, top5_acc: 0.5130, loss_cls: 3.4985, loss: 3.4985, grad_norm: 1.2592 2020-10-07 20:05:54,738 - mmaction - INFO - Epoch [128][840/1413] lr: 3.037e-01, eta: 2 days, 2:22:41, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2801, top5_acc: 0.5169, loss_cls: 3.5303, loss: 3.5303, grad_norm: 1.2346 2020-10-07 20:06:14,360 - mmaction - INFO - Epoch [128][860/1413] lr: 3.037e-01, eta: 2 days, 2:22:20, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2754, top5_acc: 0.5108, loss_cls: 3.5344, loss: 3.5344, grad_norm: 1.2436 2020-10-07 20:06:34,139 - mmaction - INFO - Epoch [128][880/1413] lr: 3.037e-01, eta: 2 days, 2:22:00, time: 0.989, data_time: 0.003, memory: 8482, top1_acc: 0.2814, top5_acc: 0.5208, loss_cls: 3.4806, loss: 3.4806, grad_norm: 1.2401 2020-10-07 20:06:53,606 - mmaction - INFO - Epoch [128][900/1413] lr: 3.037e-01, eta: 2 days, 2:21:39, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.2854, top5_acc: 0.5217, loss_cls: 3.4869, loss: 3.4869, grad_norm: 1.2485 2020-10-07 20:07:13,284 - mmaction - INFO - Epoch [128][920/1413] lr: 3.037e-01, eta: 2 days, 2:21:18, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2780, top5_acc: 0.5133, loss_cls: 3.5395, loss: 3.5395, grad_norm: 1.2642 2020-10-07 20:07:32,919 - mmaction - INFO - Epoch [128][940/1413] lr: 3.037e-01, eta: 2 days, 2:20:58, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2822, top5_acc: 0.5150, loss_cls: 3.5256, loss: 3.5256, grad_norm: 1.2545 2020-10-07 20:07:52,425 - mmaction - INFO - Epoch [128][960/1413] lr: 3.037e-01, eta: 2 days, 2:20:37, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2750, top5_acc: 0.5112, loss_cls: 3.5528, loss: 3.5528, grad_norm: 1.2633 2020-10-07 20:08:12,014 - mmaction - INFO - Epoch [128][980/1413] lr: 3.037e-01, eta: 2 days, 2:20:16, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2850, top5_acc: 0.5201, loss_cls: 3.4995, loss: 3.4995, grad_norm: 1.2631 2020-10-07 20:08:31,635 - mmaction - INFO - Epoch [128][1000/1413] lr: 3.037e-01, eta: 2 days, 2:19:56, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2793, top5_acc: 0.5112, loss_cls: 3.5408, loss: 3.5408, grad_norm: 1.2428 2020-10-07 20:08:51,279 - mmaction - INFO - Epoch [128][1020/1413] lr: 3.037e-01, eta: 2 days, 2:19:35, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2835, top5_acc: 0.5083, loss_cls: 3.5465, loss: 3.5465, grad_norm: 1.2592 2020-10-07 20:09:10,789 - mmaction - INFO - Epoch [128][1040/1413] lr: 3.037e-01, eta: 2 days, 2:19:15, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.2796, top5_acc: 0.5150, loss_cls: 3.5115, loss: 3.5115, grad_norm: 1.2658 2020-10-07 20:09:30,335 - mmaction - INFO - Epoch [128][1060/1413] lr: 3.037e-01, eta: 2 days, 2:18:54, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2865, top5_acc: 0.5228, loss_cls: 3.4990, loss: 3.4990, grad_norm: 1.2468 2020-10-07 20:09:49,990 - mmaction - INFO - Epoch [128][1080/1413] lr: 3.037e-01, eta: 2 days, 2:18:33, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2855, top5_acc: 0.5236, loss_cls: 3.4714, loss: 3.4714, grad_norm: 1.2727 2020-10-07 20:10:09,607 - mmaction - INFO - Epoch [128][1100/1413] lr: 3.037e-01, eta: 2 days, 2:18:13, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2889, top5_acc: 0.5223, loss_cls: 3.4896, loss: 3.4896, grad_norm: 1.2509 2020-10-07 20:10:29,257 - mmaction - INFO - Epoch [128][1120/1413] lr: 3.037e-01, eta: 2 days, 2:17:52, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2845, top5_acc: 0.5181, loss_cls: 3.4939, loss: 3.4939, grad_norm: 1.2539 2020-10-07 20:10:48,855 - mmaction - INFO - Epoch [128][1140/1413] lr: 3.037e-01, eta: 2 days, 2:17:32, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2865, top5_acc: 0.5195, loss_cls: 3.4928, loss: 3.4928, grad_norm: 1.2649 2020-10-07 20:11:08,513 - mmaction - INFO - Epoch [128][1160/1413] lr: 3.037e-01, eta: 2 days, 2:17:11, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2845, top5_acc: 0.5154, loss_cls: 3.5207, loss: 3.5207, grad_norm: 1.2526 2020-10-07 20:11:28,165 - mmaction - INFO - Epoch [128][1180/1413] lr: 3.037e-01, eta: 2 days, 2:16:51, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2753, top5_acc: 0.5115, loss_cls: 3.5348, loss: 3.5348, grad_norm: 1.2690 2020-10-07 20:11:47,652 - mmaction - INFO - Epoch [128][1200/1413] lr: 3.037e-01, eta: 2 days, 2:16:30, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.2773, top5_acc: 0.5103, loss_cls: 3.5160, loss: 3.5160, grad_norm: 1.2516 2020-10-07 20:12:07,334 - mmaction - INFO - Epoch [128][1220/1413] lr: 3.037e-01, eta: 2 days, 2:16:09, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2786, top5_acc: 0.5105, loss_cls: 3.5448, loss: 3.5448, grad_norm: 1.2654 2020-10-07 20:12:26,926 - mmaction - INFO - Epoch [128][1240/1413] lr: 3.037e-01, eta: 2 days, 2:15:49, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2784, top5_acc: 0.5221, loss_cls: 3.5173, loss: 3.5173, grad_norm: 1.2447 2020-10-07 20:12:46,547 - mmaction - INFO - Epoch [128][1260/1413] lr: 3.037e-01, eta: 2 days, 2:15:28, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2819, top5_acc: 0.5216, loss_cls: 3.5024, loss: 3.5024, grad_norm: 1.2617 2020-10-07 20:13:06,213 - mmaction - INFO - Epoch [128][1280/1413] lr: 3.037e-01, eta: 2 days, 2:15:07, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2829, top5_acc: 0.5141, loss_cls: 3.5298, loss: 3.5298, grad_norm: 1.2575 2020-10-07 20:13:25,765 - mmaction - INFO - Epoch [128][1300/1413] lr: 3.037e-01, eta: 2 days, 2:14:47, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2876, top5_acc: 0.5146, loss_cls: 3.5320, loss: 3.5320, grad_norm: 1.2313 2020-10-07 20:13:45,363 - mmaction - INFO - Epoch [128][1320/1413] lr: 3.037e-01, eta: 2 days, 2:14:26, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2840, top5_acc: 0.5182, loss_cls: 3.4922, loss: 3.4922, grad_norm: 1.2664 2020-10-07 20:14:04,947 - mmaction - INFO - Epoch [128][1340/1413] lr: 3.037e-01, eta: 2 days, 2:14:06, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2921, top5_acc: 0.5294, loss_cls: 3.4723, loss: 3.4723, grad_norm: 1.2540 2020-10-07 20:14:24,533 - mmaction - INFO - Epoch [128][1360/1413] lr: 3.037e-01, eta: 2 days, 2:13:45, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2789, top5_acc: 0.5151, loss_cls: 3.5214, loss: 3.5214, grad_norm: 1.2576 2020-10-07 20:14:44,124 - mmaction - INFO - Epoch [128][1380/1413] lr: 3.037e-01, eta: 2 days, 2:13:24, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2736, top5_acc: 0.5143, loss_cls: 3.5521, loss: 3.5521, grad_norm: 1.2710 2020-10-07 20:15:03,658 - mmaction - INFO - Epoch [128][1400/1413] lr: 3.037e-01, eta: 2 days, 2:13:04, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2701, top5_acc: 0.5077, loss_cls: 3.5624, loss: 3.5624, grad_norm: 1.2760 2020-10-07 20:15:18,059 - mmaction - INFO - Saving checkpoint at 128 epochs 2020-10-07 20:16:44,787 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-07 20:16:47,334 - mmaction - INFO - top1_acc 0.2864 top5_acc 0.5308 2020-10-07 20:16:47,335 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-07 20:16:47,455 - mmaction - INFO - mean_acc 0.2863 2020-10-07 20:16:47,456 - mmaction - INFO - Now best checkpoint is epoch_128.pth 2020-10-07 20:16:47,478 - mmaction - INFO - Epoch(val) [128][1413] top1_acc: 0.2864, top5_acc: 0.5308, mean_class_accuracy: 0.2863 2020-10-07 20:17:34,066 - mmaction - INFO - Epoch [129][20/1413] lr: 3.000e-01, eta: 2 days, 2:12:52, time: 2.323, data_time: 1.242, memory: 8482, top1_acc: 0.2792, top5_acc: 0.5194, loss_cls: 3.5075, loss: 3.5075, grad_norm: 1.2522 2020-10-07 20:17:53,393 - mmaction - INFO - Epoch [129][40/1413] lr: 3.000e-01, eta: 2 days, 2:12:31, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.2865, top5_acc: 0.5204, loss_cls: 3.4859, loss: 3.4859, grad_norm: 1.2658 2020-10-07 20:18:12,805 - mmaction - INFO - Epoch [129][60/1413] lr: 3.000e-01, eta: 2 days, 2:12:10, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.2888, top5_acc: 0.5267, loss_cls: 3.4511, loss: 3.4511, grad_norm: 1.2601 2020-10-07 20:18:32,304 - mmaction - INFO - Epoch [129][80/1413] lr: 3.000e-01, eta: 2 days, 2:11:49, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2944, top5_acc: 0.5315, loss_cls: 3.4407, loss: 3.4407, grad_norm: 1.2630 2020-10-07 20:18:51,784 - mmaction - INFO - Epoch [129][100/1413] lr: 3.000e-01, eta: 2 days, 2:11:29, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.2826, top5_acc: 0.5242, loss_cls: 3.4773, loss: 3.4773, grad_norm: 1.2728 2020-10-07 20:19:11,346 - mmaction - INFO - Epoch [129][120/1413] lr: 3.000e-01, eta: 2 days, 2:11:08, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2868, top5_acc: 0.5236, loss_cls: 3.4763, loss: 3.4763, grad_norm: 1.2644 2020-10-07 20:19:30,931 - mmaction - INFO - Epoch [129][140/1413] lr: 3.000e-01, eta: 2 days, 2:10:47, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2798, top5_acc: 0.5234, loss_cls: 3.4894, loss: 3.4894, grad_norm: 1.2448 2020-10-07 20:19:50,597 - mmaction - INFO - Epoch [129][160/1413] lr: 3.000e-01, eta: 2 days, 2:10:27, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2844, top5_acc: 0.5206, loss_cls: 3.4880, loss: 3.4880, grad_norm: 1.2717 2020-10-07 20:20:10,195 - mmaction - INFO - Epoch [129][180/1413] lr: 3.000e-01, eta: 2 days, 2:10:06, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2904, top5_acc: 0.5194, loss_cls: 3.5094, loss: 3.5094, grad_norm: 1.2764 2020-10-07 20:20:29,932 - mmaction - INFO - Epoch [129][200/1413] lr: 3.000e-01, eta: 2 days, 2:09:46, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2857, top5_acc: 0.5104, loss_cls: 3.5103, loss: 3.5103, grad_norm: 1.2619 2020-10-07 20:20:49,489 - mmaction - INFO - Epoch [129][220/1413] lr: 3.000e-01, eta: 2 days, 2:09:25, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2926, top5_acc: 0.5267, loss_cls: 3.4563, loss: 3.4563, grad_norm: 1.2542 2020-10-07 20:21:09,127 - mmaction - INFO - Epoch [129][240/1413] lr: 3.000e-01, eta: 2 days, 2:09:04, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2911, top5_acc: 0.5217, loss_cls: 3.4611, loss: 3.4611, grad_norm: 1.2630 2020-10-07 20:21:28,753 - mmaction - INFO - Epoch [129][260/1413] lr: 3.000e-01, eta: 2 days, 2:08:44, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2895, top5_acc: 0.5194, loss_cls: 3.5115, loss: 3.5115, grad_norm: 1.2612 2020-10-07 20:21:48,315 - mmaction - INFO - Epoch [129][280/1413] lr: 3.000e-01, eta: 2 days, 2:08:23, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2833, top5_acc: 0.5159, loss_cls: 3.4975, loss: 3.4975, grad_norm: 1.2667 2020-10-07 20:22:07,857 - mmaction - INFO - Epoch [129][300/1413] lr: 3.000e-01, eta: 2 days, 2:08:03, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2887, top5_acc: 0.5281, loss_cls: 3.4582, loss: 3.4582, grad_norm: 1.2600 2020-10-07 20:22:27,593 - mmaction - INFO - Epoch [129][320/1413] lr: 3.000e-01, eta: 2 days, 2:07:42, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2826, top5_acc: 0.5186, loss_cls: 3.5044, loss: 3.5044, grad_norm: 1.2553 2020-10-07 20:22:47,151 - mmaction - INFO - Epoch [129][340/1413] lr: 3.000e-01, eta: 2 days, 2:07:21, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2816, top5_acc: 0.5294, loss_cls: 3.4862, loss: 3.4862, grad_norm: 1.2670 2020-10-07 20:23:06,815 - mmaction - INFO - Epoch [129][360/1413] lr: 3.000e-01, eta: 2 days, 2:07:01, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2802, top5_acc: 0.5155, loss_cls: 3.5019, loss: 3.5019, grad_norm: 1.2481 2020-10-07 20:23:26,364 - mmaction - INFO - Epoch [129][380/1413] lr: 3.000e-01, eta: 2 days, 2:06:40, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2935, top5_acc: 0.5245, loss_cls: 3.4889, loss: 3.4889, grad_norm: 1.2841 2020-10-07 20:23:46,071 - mmaction - INFO - Epoch [129][400/1413] lr: 3.000e-01, eta: 2 days, 2:06:20, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2943, top5_acc: 0.5268, loss_cls: 3.4883, loss: 3.4883, grad_norm: 1.2435 2020-10-07 20:24:05,781 - mmaction - INFO - Epoch [129][420/1413] lr: 3.000e-01, eta: 2 days, 2:05:59, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2901, top5_acc: 0.5288, loss_cls: 3.4942, loss: 3.4942, grad_norm: 1.2478 2020-10-07 20:24:25,443 - mmaction - INFO - Epoch [129][440/1413] lr: 3.000e-01, eta: 2 days, 2:05:39, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2818, top5_acc: 0.5146, loss_cls: 3.5478, loss: 3.5478, grad_norm: 1.2459 2020-10-07 20:24:45,079 - mmaction - INFO - Epoch [129][460/1413] lr: 3.000e-01, eta: 2 days, 2:05:18, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2849, top5_acc: 0.5216, loss_cls: 3.4924, loss: 3.4924, grad_norm: 1.2598 2020-10-07 20:25:04,756 - mmaction - INFO - Epoch [129][480/1413] lr: 3.000e-01, eta: 2 days, 2:04:58, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2865, top5_acc: 0.5293, loss_cls: 3.4637, loss: 3.4637, grad_norm: 1.2662 2020-10-07 20:25:24,452 - mmaction - INFO - Epoch [129][500/1413] lr: 3.000e-01, eta: 2 days, 2:04:37, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2853, top5_acc: 0.5219, loss_cls: 3.4809, loss: 3.4809, grad_norm: 1.2516 2020-10-07 20:25:44,052 - mmaction - INFO - Epoch [129][520/1413] lr: 3.000e-01, eta: 2 days, 2:04:17, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2857, top5_acc: 0.5288, loss_cls: 3.4799, loss: 3.4799, grad_norm: 1.2684 2020-10-07 20:26:03,655 - mmaction - INFO - Epoch [129][540/1413] lr: 3.000e-01, eta: 2 days, 2:03:56, time: 0.982, data_time: 0.007, memory: 8482, top1_acc: 0.2900, top5_acc: 0.5242, loss_cls: 3.4852, loss: 3.4852, grad_norm: 1.2846 2020-10-07 20:26:23,183 - mmaction - INFO - Epoch [129][560/1413] lr: 3.000e-01, eta: 2 days, 2:03:35, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2828, top5_acc: 0.5195, loss_cls: 3.5149, loss: 3.5149, grad_norm: 1.2567 2020-10-07 20:26:42,808 - mmaction - INFO - Epoch [129][580/1413] lr: 3.000e-01, eta: 2 days, 2:03:15, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2758, top5_acc: 0.5161, loss_cls: 3.5408, loss: 3.5408, grad_norm: 1.2810 2020-10-07 20:27:02,601 - mmaction - INFO - Epoch [129][600/1413] lr: 3.000e-01, eta: 2 days, 2:02:55, time: 0.990, data_time: 0.003, memory: 8482, top1_acc: 0.2910, top5_acc: 0.5262, loss_cls: 3.4799, loss: 3.4799, grad_norm: 1.2536 2020-10-07 20:27:22,339 - mmaction - INFO - Epoch [129][620/1413] lr: 3.000e-01, eta: 2 days, 2:02:34, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2941, top5_acc: 0.5262, loss_cls: 3.4568, loss: 3.4568, grad_norm: 1.2558 2020-10-07 20:27:41,980 - mmaction - INFO - Epoch [129][640/1413] lr: 3.000e-01, eta: 2 days, 2:02:14, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2936, top5_acc: 0.5355, loss_cls: 3.4374, loss: 3.4374, grad_norm: 1.2676 2020-10-07 20:28:01,635 - mmaction - INFO - Epoch [129][660/1413] lr: 3.000e-01, eta: 2 days, 2:01:53, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2799, top5_acc: 0.5154, loss_cls: 3.5152, loss: 3.5152, grad_norm: 1.2648 2020-10-07 20:28:21,283 - mmaction - INFO - Epoch [129][680/1413] lr: 3.000e-01, eta: 2 days, 2:01:33, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2841, top5_acc: 0.5124, loss_cls: 3.5535, loss: 3.5535, grad_norm: 1.2566 2020-10-07 20:28:41,003 - mmaction - INFO - Epoch [129][700/1413] lr: 3.000e-01, eta: 2 days, 2:01:12, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2913, top5_acc: 0.5305, loss_cls: 3.4687, loss: 3.4687, grad_norm: 1.2703 2020-10-07 20:29:00,556 - mmaction - INFO - Epoch [129][720/1413] lr: 3.000e-01, eta: 2 days, 2:00:51, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2958, top5_acc: 0.5257, loss_cls: 3.4607, loss: 3.4607, grad_norm: 1.2581 2020-10-07 20:29:20,102 - mmaction - INFO - Epoch [129][740/1413] lr: 3.000e-01, eta: 2 days, 2:00:31, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2810, top5_acc: 0.5216, loss_cls: 3.5071, loss: 3.5071, grad_norm: 1.2633 2020-10-07 20:29:39,734 - mmaction - INFO - Epoch [129][760/1413] lr: 3.000e-01, eta: 2 days, 2:00:10, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2790, top5_acc: 0.5185, loss_cls: 3.4900, loss: 3.4900, grad_norm: 1.2487 2020-10-07 20:29:59,417 - mmaction - INFO - Epoch [129][780/1413] lr: 3.000e-01, eta: 2 days, 1:59:50, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2854, top5_acc: 0.5198, loss_cls: 3.5007, loss: 3.5007, grad_norm: 1.2575 2020-10-07 20:30:18,031 - mmaction - INFO - Epoch [129][800/1413] lr: 3.000e-01, eta: 2 days, 1:59:28, time: 0.931, data_time: 0.003, memory: 8482, top1_acc: 0.2786, top5_acc: 0.5184, loss_cls: 3.5026, loss: 3.5026, grad_norm: 1.2747 2020-10-07 20:30:37,600 - mmaction - INFO - Epoch [129][820/1413] lr: 3.000e-01, eta: 2 days, 1:59:07, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2842, top5_acc: 0.5230, loss_cls: 3.5091, loss: 3.5091, grad_norm: 1.2594 2020-10-07 20:30:57,212 - mmaction - INFO - Epoch [129][840/1413] lr: 3.000e-01, eta: 2 days, 1:58:46, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2768, top5_acc: 0.5156, loss_cls: 3.5218, loss: 3.5218, grad_norm: 1.2696 2020-10-07 20:31:16,958 - mmaction - INFO - Epoch [129][860/1413] lr: 3.000e-01, eta: 2 days, 1:58:26, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2827, top5_acc: 0.5186, loss_cls: 3.5034, loss: 3.5034, grad_norm: 1.2605 2020-10-07 20:31:36,585 - mmaction - INFO - Epoch [129][880/1413] lr: 3.000e-01, eta: 2 days, 1:58:05, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2900, top5_acc: 0.5253, loss_cls: 3.4599, loss: 3.4599, grad_norm: 1.2575 2020-10-07 20:31:56,146 - mmaction - INFO - Epoch [129][900/1413] lr: 3.000e-01, eta: 2 days, 1:57:45, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2915, top5_acc: 0.5191, loss_cls: 3.4741, loss: 3.4741, grad_norm: 1.2689 2020-10-07 20:32:15,752 - mmaction - INFO - Epoch [129][920/1413] lr: 3.000e-01, eta: 2 days, 1:57:24, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2921, top5_acc: 0.5305, loss_cls: 3.4632, loss: 3.4632, grad_norm: 1.2450 2020-10-07 20:32:35,479 - mmaction - INFO - Epoch [129][940/1413] lr: 3.000e-01, eta: 2 days, 1:57:04, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.2815, top5_acc: 0.5255, loss_cls: 3.4683, loss: 3.4683, grad_norm: 1.2862 2020-10-07 20:32:55,073 - mmaction - INFO - Epoch [129][960/1413] lr: 3.000e-01, eta: 2 days, 1:56:43, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2827, top5_acc: 0.5177, loss_cls: 3.5185, loss: 3.5185, grad_norm: 1.2692 2020-10-07 20:33:14,711 - mmaction - INFO - Epoch [129][980/1413] lr: 3.000e-01, eta: 2 days, 1:56:23, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2919, top5_acc: 0.5318, loss_cls: 3.4698, loss: 3.4698, grad_norm: 1.2626 2020-10-07 20:33:34,232 - mmaction - INFO - Epoch [129][1000/1413] lr: 3.000e-01, eta: 2 days, 1:56:02, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2910, top5_acc: 0.5165, loss_cls: 3.5155, loss: 3.5155, grad_norm: 1.2841 2020-10-07 20:33:53,866 - mmaction - INFO - Epoch [129][1020/1413] lr: 3.000e-01, eta: 2 days, 1:55:41, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2703, top5_acc: 0.5118, loss_cls: 3.5473, loss: 3.5473, grad_norm: 1.2577 2020-10-07 20:34:13,462 - mmaction - INFO - Epoch [129][1040/1413] lr: 3.000e-01, eta: 2 days, 1:55:21, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2832, top5_acc: 0.5204, loss_cls: 3.4940, loss: 3.4940, grad_norm: 1.2720 2020-10-07 20:34:32,999 - mmaction - INFO - Epoch [129][1060/1413] lr: 3.000e-01, eta: 2 days, 1:55:00, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2829, top5_acc: 0.5143, loss_cls: 3.5040, loss: 3.5040, grad_norm: 1.2634 2020-10-07 20:34:52,657 - mmaction - INFO - Epoch [129][1080/1413] lr: 3.000e-01, eta: 2 days, 1:54:39, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2812, top5_acc: 0.5178, loss_cls: 3.4890, loss: 3.4890, grad_norm: 1.2712 2020-10-07 20:35:12,207 - mmaction - INFO - Epoch [129][1100/1413] lr: 3.000e-01, eta: 2 days, 1:54:19, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2884, top5_acc: 0.5191, loss_cls: 3.5005, loss: 3.5005, grad_norm: 1.2671 2020-10-07 20:35:31,848 - mmaction - INFO - Epoch [129][1120/1413] lr: 3.000e-01, eta: 2 days, 1:53:58, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2831, top5_acc: 0.5216, loss_cls: 3.4967, loss: 3.4967, grad_norm: 1.2576 2020-10-07 20:35:51,496 - mmaction - INFO - Epoch [129][1140/1413] lr: 3.000e-01, eta: 2 days, 1:53:38, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2807, top5_acc: 0.5169, loss_cls: 3.5161, loss: 3.5161, grad_norm: 1.2623 2020-10-07 20:36:11,217 - mmaction - INFO - Epoch [129][1160/1413] lr: 3.000e-01, eta: 2 days, 1:53:17, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.2905, top5_acc: 0.5195, loss_cls: 3.5145, loss: 3.5145, grad_norm: 1.2550 2020-10-07 20:36:30,741 - mmaction - INFO - Epoch [129][1180/1413] lr: 3.000e-01, eta: 2 days, 1:52:57, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2815, top5_acc: 0.5240, loss_cls: 3.4752, loss: 3.4752, grad_norm: 1.2667 2020-10-07 20:36:50,340 - mmaction - INFO - Epoch [129][1200/1413] lr: 3.000e-01, eta: 2 days, 1:52:36, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2790, top5_acc: 0.5164, loss_cls: 3.5309, loss: 3.5309, grad_norm: 1.2759 2020-10-07 20:37:09,913 - mmaction - INFO - Epoch [129][1220/1413] lr: 3.000e-01, eta: 2 days, 1:52:15, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2872, top5_acc: 0.5177, loss_cls: 3.4983, loss: 3.4983, grad_norm: 1.2573 2020-10-07 20:37:29,700 - mmaction - INFO - Epoch [129][1240/1413] lr: 3.000e-01, eta: 2 days, 1:51:55, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2896, top5_acc: 0.5176, loss_cls: 3.5180, loss: 3.5180, grad_norm: 1.2472 2020-10-07 20:37:49,283 - mmaction - INFO - Epoch [129][1260/1413] lr: 3.000e-01, eta: 2 days, 1:51:34, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2880, top5_acc: 0.5195, loss_cls: 3.5128, loss: 3.5128, grad_norm: 1.2584 2020-10-07 20:38:08,894 - mmaction - INFO - Epoch [129][1280/1413] lr: 3.000e-01, eta: 2 days, 1:51:14, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2931, top5_acc: 0.5243, loss_cls: 3.4685, loss: 3.4685, grad_norm: 1.2579 2020-10-07 20:38:28,463 - mmaction - INFO - Epoch [129][1300/1413] lr: 3.000e-01, eta: 2 days, 1:50:53, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2780, top5_acc: 0.5250, loss_cls: 3.4855, loss: 3.4855, grad_norm: 1.2828 2020-10-07 20:38:48,048 - mmaction - INFO - Epoch [129][1320/1413] lr: 3.000e-01, eta: 2 days, 1:50:33, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2835, top5_acc: 0.5207, loss_cls: 3.5176, loss: 3.5176, grad_norm: 1.2539 2020-10-07 20:39:07,570 - mmaction - INFO - Epoch [129][1340/1413] lr: 3.000e-01, eta: 2 days, 1:50:12, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2893, top5_acc: 0.5224, loss_cls: 3.5011, loss: 3.5011, grad_norm: 1.2751 2020-10-07 20:39:27,244 - mmaction - INFO - Epoch [129][1360/1413] lr: 3.000e-01, eta: 2 days, 1:49:51, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2810, top5_acc: 0.5174, loss_cls: 3.5038, loss: 3.5038, grad_norm: 1.2662 2020-10-07 20:39:46,811 - mmaction - INFO - Epoch [129][1380/1413] lr: 3.000e-01, eta: 2 days, 1:49:31, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2746, top5_acc: 0.5150, loss_cls: 3.5398, loss: 3.5398, grad_norm: 1.2896 2020-10-07 20:40:06,377 - mmaction - INFO - Epoch [129][1400/1413] lr: 3.000e-01, eta: 2 days, 1:49:10, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2833, top5_acc: 0.5146, loss_cls: 3.5213, loss: 3.5213, grad_norm: 1.2607 2020-10-07 20:41:11,911 - mmaction - INFO - Epoch [130][20/1413] lr: 2.963e-01, eta: 2 days, 1:49:07, time: 2.612, data_time: 1.567, memory: 8482, top1_acc: 0.2904, top5_acc: 0.5232, loss_cls: 3.4960, loss: 3.4960, grad_norm: 1.2604 2020-10-07 20:41:31,232 - mmaction - INFO - Epoch [130][40/1413] lr: 2.963e-01, eta: 2 days, 1:48:46, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.2850, top5_acc: 0.5249, loss_cls: 3.4949, loss: 3.4949, grad_norm: 1.2732 2020-10-07 20:41:50,710 - mmaction - INFO - Epoch [130][60/1413] lr: 2.963e-01, eta: 2 days, 1:48:25, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.2794, top5_acc: 0.5141, loss_cls: 3.5218, loss: 3.5218, grad_norm: 1.2528 2020-10-07 20:42:10,345 - mmaction - INFO - Epoch [130][80/1413] lr: 2.963e-01, eta: 2 days, 1:48:05, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2887, top5_acc: 0.5307, loss_cls: 3.4680, loss: 3.4680, grad_norm: 1.2548 2020-10-07 20:42:29,936 - mmaction - INFO - Epoch [130][100/1413] lr: 2.963e-01, eta: 2 days, 1:47:44, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2859, top5_acc: 0.5253, loss_cls: 3.4727, loss: 3.4727, grad_norm: 1.2696 2020-10-07 20:42:49,709 - mmaction - INFO - Epoch [130][120/1413] lr: 2.963e-01, eta: 2 days, 1:47:24, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2911, top5_acc: 0.5324, loss_cls: 3.4300, loss: 3.4300, grad_norm: 1.2539 2020-10-07 20:43:09,281 - mmaction - INFO - Epoch [130][140/1413] lr: 2.963e-01, eta: 2 days, 1:47:03, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2941, top5_acc: 0.5302, loss_cls: 3.4353, loss: 3.4353, grad_norm: 1.2634 2020-10-07 20:43:28,839 - mmaction - INFO - Epoch [130][160/1413] lr: 2.963e-01, eta: 2 days, 1:46:43, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2888, top5_acc: 0.5220, loss_cls: 3.5043, loss: 3.5043, grad_norm: 1.3010 2020-10-07 20:43:48,450 - mmaction - INFO - Epoch [130][180/1413] lr: 2.963e-01, eta: 2 days, 1:46:22, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2828, top5_acc: 0.5187, loss_cls: 3.5045, loss: 3.5045, grad_norm: 1.2696 2020-10-07 20:44:08,050 - mmaction - INFO - Epoch [130][200/1413] lr: 2.963e-01, eta: 2 days, 1:46:01, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2911, top5_acc: 0.5285, loss_cls: 3.4587, loss: 3.4587, grad_norm: 1.2731 2020-10-07 20:44:27,645 - mmaction - INFO - Epoch [130][220/1413] lr: 2.963e-01, eta: 2 days, 1:45:41, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2806, top5_acc: 0.5191, loss_cls: 3.4812, loss: 3.4812, grad_norm: 1.2671 2020-10-07 20:44:47,392 - mmaction - INFO - Epoch [130][240/1413] lr: 2.963e-01, eta: 2 days, 1:45:20, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.3014, top5_acc: 0.5361, loss_cls: 3.4127, loss: 3.4127, grad_norm: 1.2646 2020-10-07 20:45:07,072 - mmaction - INFO - Epoch [130][260/1413] lr: 2.963e-01, eta: 2 days, 1:45:00, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2880, top5_acc: 0.5243, loss_cls: 3.4946, loss: 3.4946, grad_norm: 1.2762 2020-10-07 20:45:26,809 - mmaction - INFO - Epoch [130][280/1413] lr: 2.963e-01, eta: 2 days, 1:44:40, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2737, top5_acc: 0.5173, loss_cls: 3.5114, loss: 3.5114, grad_norm: 1.2880 2020-10-07 20:45:46,365 - mmaction - INFO - Epoch [130][300/1413] lr: 2.963e-01, eta: 2 days, 1:44:19, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3030, top5_acc: 0.5372, loss_cls: 3.3923, loss: 3.3923, grad_norm: 1.2616 2020-10-07 20:46:05,946 - mmaction - INFO - Epoch [130][320/1413] lr: 2.963e-01, eta: 2 days, 1:43:58, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2870, top5_acc: 0.5155, loss_cls: 3.4999, loss: 3.4999, grad_norm: 1.2723 2020-10-07 20:46:25,497 - mmaction - INFO - Epoch [130][340/1413] lr: 2.963e-01, eta: 2 days, 1:43:38, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2850, top5_acc: 0.5217, loss_cls: 3.5051, loss: 3.5051, grad_norm: 1.2704 2020-10-07 20:46:45,123 - mmaction - INFO - Epoch [130][360/1413] lr: 2.963e-01, eta: 2 days, 1:43:17, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2844, top5_acc: 0.5219, loss_cls: 3.4673, loss: 3.4673, grad_norm: 1.2669 2020-10-07 20:47:04,648 - mmaction - INFO - Epoch [130][380/1413] lr: 2.963e-01, eta: 2 days, 1:42:56, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2840, top5_acc: 0.5293, loss_cls: 3.4623, loss: 3.4623, grad_norm: 1.3059 2020-10-07 20:47:24,453 - mmaction - INFO - Epoch [130][400/1413] lr: 2.963e-01, eta: 2 days, 1:42:36, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.2879, top5_acc: 0.5223, loss_cls: 3.4894, loss: 3.4894, grad_norm: 1.2902 2020-10-07 20:47:44,274 - mmaction - INFO - Epoch [130][420/1413] lr: 2.963e-01, eta: 2 days, 1:42:16, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.2747, top5_acc: 0.5154, loss_cls: 3.5067, loss: 3.5067, grad_norm: 1.2503 2020-10-07 20:48:03,928 - mmaction - INFO - Epoch [130][440/1413] lr: 2.963e-01, eta: 2 days, 1:41:55, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2909, top5_acc: 0.5234, loss_cls: 3.4890, loss: 3.4890, grad_norm: 1.2798 2020-10-07 20:48:23,556 - mmaction - INFO - Epoch [130][460/1413] lr: 2.963e-01, eta: 2 days, 1:41:35, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2878, top5_acc: 0.5267, loss_cls: 3.4655, loss: 3.4655, grad_norm: 1.2636 2020-10-07 20:48:43,346 - mmaction - INFO - Epoch [130][480/1413] lr: 2.963e-01, eta: 2 days, 1:41:14, time: 0.989, data_time: 0.001, memory: 8482, top1_acc: 0.2828, top5_acc: 0.5299, loss_cls: 3.4859, loss: 3.4859, grad_norm: 1.2644 2020-10-07 20:49:02,974 - mmaction - INFO - Epoch [130][500/1413] lr: 2.963e-01, eta: 2 days, 1:40:54, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2788, top5_acc: 0.5113, loss_cls: 3.5317, loss: 3.5317, grad_norm: 1.2797 2020-10-07 20:49:22,521 - mmaction - INFO - Epoch [130][520/1413] lr: 2.963e-01, eta: 2 days, 1:40:33, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2900, top5_acc: 0.5266, loss_cls: 3.4447, loss: 3.4447, grad_norm: 1.2713 2020-10-07 20:49:42,168 - mmaction - INFO - Epoch [130][540/1413] lr: 2.963e-01, eta: 2 days, 1:40:13, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2703, top5_acc: 0.5216, loss_cls: 3.5240, loss: 3.5240, grad_norm: 1.2763 2020-10-07 20:50:01,845 - mmaction - INFO - Epoch [130][560/1413] lr: 2.963e-01, eta: 2 days, 1:39:52, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2816, top5_acc: 0.5126, loss_cls: 3.5330, loss: 3.5330, grad_norm: 1.2642 2020-10-07 20:50:21,506 - mmaction - INFO - Epoch [130][580/1413] lr: 2.963e-01, eta: 2 days, 1:39:32, time: 0.984, data_time: 0.004, memory: 8482, top1_acc: 0.2885, top5_acc: 0.5241, loss_cls: 3.4833, loss: 3.4833, grad_norm: 1.2565 2020-10-07 20:50:41,136 - mmaction - INFO - Epoch [130][600/1413] lr: 2.963e-01, eta: 2 days, 1:39:11, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2853, top5_acc: 0.5223, loss_cls: 3.4946, loss: 3.4946, grad_norm: 1.2669 2020-10-07 20:51:00,796 - mmaction - INFO - Epoch [130][620/1413] lr: 2.963e-01, eta: 2 days, 1:38:51, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2858, top5_acc: 0.5348, loss_cls: 3.4360, loss: 3.4360, grad_norm: 1.3001 2020-10-07 20:51:20,455 - mmaction - INFO - Epoch [130][640/1413] lr: 2.963e-01, eta: 2 days, 1:38:30, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2819, top5_acc: 0.5184, loss_cls: 3.5049, loss: 3.5049, grad_norm: 1.2703 2020-10-07 20:51:40,060 - mmaction - INFO - Epoch [130][660/1413] lr: 2.963e-01, eta: 2 days, 1:38:10, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2835, top5_acc: 0.5193, loss_cls: 3.5091, loss: 3.5091, grad_norm: 1.2817 2020-10-07 20:51:59,589 - mmaction - INFO - Epoch [130][680/1413] lr: 2.963e-01, eta: 2 days, 1:37:49, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2954, top5_acc: 0.5305, loss_cls: 3.4429, loss: 3.4429, grad_norm: 1.2510 2020-10-07 20:52:19,240 - mmaction - INFO - Epoch [130][700/1413] lr: 2.963e-01, eta: 2 days, 1:37:28, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2868, top5_acc: 0.5273, loss_cls: 3.4675, loss: 3.4675, grad_norm: 1.2813 2020-10-07 20:52:38,778 - mmaction - INFO - Epoch [130][720/1413] lr: 2.963e-01, eta: 2 days, 1:37:08, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2902, top5_acc: 0.5293, loss_cls: 3.4506, loss: 3.4506, grad_norm: 1.2811 2020-10-07 20:52:58,457 - mmaction - INFO - Epoch [130][740/1413] lr: 2.963e-01, eta: 2 days, 1:36:47, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2811, top5_acc: 0.5100, loss_cls: 3.5249, loss: 3.5249, grad_norm: 1.2614 2020-10-07 20:53:18,148 - mmaction - INFO - Epoch [130][760/1413] lr: 2.963e-01, eta: 2 days, 1:36:27, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2889, top5_acc: 0.5191, loss_cls: 3.5105, loss: 3.5105, grad_norm: 1.2525 2020-10-07 20:53:37,727 - mmaction - INFO - Epoch [130][780/1413] lr: 2.963e-01, eta: 2 days, 1:36:06, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2823, top5_acc: 0.5232, loss_cls: 3.5070, loss: 3.5070, grad_norm: 1.2596 2020-10-07 20:53:57,296 - mmaction - INFO - Epoch [130][800/1413] lr: 2.963e-01, eta: 2 days, 1:35:45, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2879, top5_acc: 0.5327, loss_cls: 3.4551, loss: 3.4551, grad_norm: 1.2720 2020-10-07 20:54:16,875 - mmaction - INFO - Epoch [130][820/1413] lr: 2.963e-01, eta: 2 days, 1:35:25, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2837, top5_acc: 0.5079, loss_cls: 3.5450, loss: 3.5450, grad_norm: 1.2742 2020-10-07 20:54:36,428 - mmaction - INFO - Epoch [130][840/1413] lr: 2.963e-01, eta: 2 days, 1:35:04, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2866, top5_acc: 0.5214, loss_cls: 3.4941, loss: 3.4941, grad_norm: 1.2612 2020-10-07 20:54:56,059 - mmaction - INFO - Epoch [130][860/1413] lr: 2.963e-01, eta: 2 days, 1:34:44, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2758, top5_acc: 0.5180, loss_cls: 3.5208, loss: 3.5208, grad_norm: 1.2563 2020-10-07 20:55:15,807 - mmaction - INFO - Epoch [130][880/1413] lr: 2.963e-01, eta: 2 days, 1:34:23, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2810, top5_acc: 0.5216, loss_cls: 3.4728, loss: 3.4728, grad_norm: 1.2730 2020-10-07 20:55:35,454 - mmaction - INFO - Epoch [130][900/1413] lr: 2.963e-01, eta: 2 days, 1:34:03, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2862, top5_acc: 0.5190, loss_cls: 3.5098, loss: 3.5098, grad_norm: 1.2708 2020-10-07 20:55:55,040 - mmaction - INFO - Epoch [130][920/1413] lr: 2.963e-01, eta: 2 days, 1:33:42, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2948, top5_acc: 0.5276, loss_cls: 3.4704, loss: 3.4704, grad_norm: 1.2571 2020-10-07 20:56:14,659 - mmaction - INFO - Epoch [130][940/1413] lr: 2.963e-01, eta: 2 days, 1:33:22, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2807, top5_acc: 0.5146, loss_cls: 3.5212, loss: 3.5212, grad_norm: 1.2794 2020-10-07 20:56:34,350 - mmaction - INFO - Epoch [130][960/1413] lr: 2.963e-01, eta: 2 days, 1:33:01, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2772, top5_acc: 0.5142, loss_cls: 3.5226, loss: 3.5226, grad_norm: 1.2796 2020-10-07 20:56:54,023 - mmaction - INFO - Epoch [130][980/1413] lr: 2.963e-01, eta: 2 days, 1:32:41, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2905, top5_acc: 0.5280, loss_cls: 3.4651, loss: 3.4651, grad_norm: 1.2715 2020-10-07 20:57:13,616 - mmaction - INFO - Epoch [130][1000/1413] lr: 2.963e-01, eta: 2 days, 1:32:20, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2828, top5_acc: 0.5148, loss_cls: 3.5120, loss: 3.5120, grad_norm: 1.2656 2020-10-07 20:57:33,205 - mmaction - INFO - Epoch [130][1020/1413] lr: 2.963e-01, eta: 2 days, 1:32:00, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2816, top5_acc: 0.5152, loss_cls: 3.5255, loss: 3.5255, grad_norm: 1.2926 2020-10-07 20:57:52,724 - mmaction - INFO - Epoch [130][1040/1413] lr: 2.963e-01, eta: 2 days, 1:31:39, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2906, top5_acc: 0.5250, loss_cls: 3.4623, loss: 3.4623, grad_norm: 1.2705 2020-10-07 20:58:12,357 - mmaction - INFO - Epoch [130][1060/1413] lr: 2.963e-01, eta: 2 days, 1:31:18, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2850, top5_acc: 0.5233, loss_cls: 3.4808, loss: 3.4808, grad_norm: 1.2781 2020-10-07 20:58:31,946 - mmaction - INFO - Epoch [130][1080/1413] lr: 2.963e-01, eta: 2 days, 1:30:58, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2900, top5_acc: 0.5186, loss_cls: 3.5024, loss: 3.5024, grad_norm: 1.2709 2020-10-07 20:58:51,618 - mmaction - INFO - Epoch [130][1100/1413] lr: 2.963e-01, eta: 2 days, 1:30:37, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2810, top5_acc: 0.5158, loss_cls: 3.5115, loss: 3.5115, grad_norm: 1.2576 2020-10-07 20:59:11,234 - mmaction - INFO - Epoch [130][1120/1413] lr: 2.963e-01, eta: 2 days, 1:30:17, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2789, top5_acc: 0.5169, loss_cls: 3.4967, loss: 3.4967, grad_norm: 1.2550 2020-10-07 20:59:30,790 - mmaction - INFO - Epoch [130][1140/1413] lr: 2.963e-01, eta: 2 days, 1:29:56, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2921, top5_acc: 0.5284, loss_cls: 3.4812, loss: 3.4812, grad_norm: 1.2675 2020-10-07 20:59:50,528 - mmaction - INFO - Epoch [130][1160/1413] lr: 2.963e-01, eta: 2 days, 1:29:36, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2871, top5_acc: 0.5211, loss_cls: 3.4985, loss: 3.4985, grad_norm: 1.2667 2020-10-07 21:00:10,349 - mmaction - INFO - Epoch [130][1180/1413] lr: 2.963e-01, eta: 2 days, 1:29:15, time: 0.991, data_time: 0.002, memory: 8482, top1_acc: 0.2826, top5_acc: 0.5206, loss_cls: 3.4874, loss: 3.4874, grad_norm: 1.2734 2020-10-07 21:00:30,039 - mmaction - INFO - Epoch [130][1200/1413] lr: 2.963e-01, eta: 2 days, 1:28:55, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2932, top5_acc: 0.5361, loss_cls: 3.4370, loss: 3.4370, grad_norm: 1.2686 2020-10-07 21:00:49,757 - mmaction - INFO - Epoch [130][1220/1413] lr: 2.963e-01, eta: 2 days, 1:28:35, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2815, top5_acc: 0.5177, loss_cls: 3.5032, loss: 3.5032, grad_norm: 1.2804 2020-10-07 21:01:09,430 - mmaction - INFO - Epoch [130][1240/1413] lr: 2.963e-01, eta: 2 days, 1:28:14, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2810, top5_acc: 0.5176, loss_cls: 3.5334, loss: 3.5334, grad_norm: 1.2727 2020-10-07 21:01:28,989 - mmaction - INFO - Epoch [130][1260/1413] lr: 2.963e-01, eta: 2 days, 1:27:53, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2755, top5_acc: 0.5190, loss_cls: 3.5194, loss: 3.5194, grad_norm: 1.2484 2020-10-07 21:01:48,618 - mmaction - INFO - Epoch [130][1280/1413] lr: 2.963e-01, eta: 2 days, 1:27:33, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2874, top5_acc: 0.5301, loss_cls: 3.4892, loss: 3.4892, grad_norm: 1.2573 2020-10-07 21:02:08,248 - mmaction - INFO - Epoch [130][1300/1413] lr: 2.963e-01, eta: 2 days, 1:27:12, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2763, top5_acc: 0.5177, loss_cls: 3.5163, loss: 3.5163, grad_norm: 1.2600 2020-10-07 21:02:27,799 - mmaction - INFO - Epoch [130][1320/1413] lr: 2.963e-01, eta: 2 days, 1:26:52, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2818, top5_acc: 0.5254, loss_cls: 3.4838, loss: 3.4838, grad_norm: 1.2679 2020-10-07 21:02:47,389 - mmaction - INFO - Epoch [130][1340/1413] lr: 2.963e-01, eta: 2 days, 1:26:31, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2902, top5_acc: 0.5214, loss_cls: 3.4947, loss: 3.4947, grad_norm: 1.2625 2020-10-07 21:03:07,148 - mmaction - INFO - Epoch [130][1360/1413] lr: 2.963e-01, eta: 2 days, 1:26:11, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.2836, top5_acc: 0.5176, loss_cls: 3.5066, loss: 3.5066, grad_norm: 1.2870 2020-10-07 21:03:26,740 - mmaction - INFO - Epoch [130][1380/1413] lr: 2.963e-01, eta: 2 days, 1:25:50, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2908, top5_acc: 0.5378, loss_cls: 3.4222, loss: 3.4222, grad_norm: 1.2557 2020-10-07 21:03:46,445 - mmaction - INFO - Epoch [130][1400/1413] lr: 2.963e-01, eta: 2 days, 1:25:30, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2910, top5_acc: 0.5312, loss_cls: 3.4579, loss: 3.4579, grad_norm: 1.2637 2020-10-07 21:04:55,952 - mmaction - INFO - Epoch [131][20/1413] lr: 2.926e-01, eta: 2 days, 1:25:31, time: 2.755, data_time: 1.420, memory: 8482, top1_acc: 0.2896, top5_acc: 0.5233, loss_cls: 3.4930, loss: 3.4930, grad_norm: 1.2700 2020-10-07 21:05:15,397 - mmaction - INFO - Epoch [131][40/1413] lr: 2.926e-01, eta: 2 days, 1:25:10, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.2909, top5_acc: 0.5267, loss_cls: 3.4424, loss: 3.4424, grad_norm: 1.2867 2020-10-07 21:05:34,920 - mmaction - INFO - Epoch [131][60/1413] lr: 2.926e-01, eta: 2 days, 1:24:49, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2798, top5_acc: 0.5182, loss_cls: 3.5021, loss: 3.5021, grad_norm: 1.2767 2020-10-07 21:05:54,564 - mmaction - INFO - Epoch [131][80/1413] lr: 2.926e-01, eta: 2 days, 1:24:29, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2880, top5_acc: 0.5221, loss_cls: 3.4931, loss: 3.4931, grad_norm: 1.2903 2020-10-07 21:06:14,098 - mmaction - INFO - Epoch [131][100/1413] lr: 2.926e-01, eta: 2 days, 1:24:08, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2892, top5_acc: 0.5210, loss_cls: 3.4730, loss: 3.4730, grad_norm: 1.2523 2020-10-07 21:06:33,714 - mmaction - INFO - Epoch [131][120/1413] lr: 2.926e-01, eta: 2 days, 1:23:47, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2974, top5_acc: 0.5294, loss_cls: 3.4193, loss: 3.4193, grad_norm: 1.2669 2020-10-07 21:06:53,340 - mmaction - INFO - Epoch [131][140/1413] lr: 2.926e-01, eta: 2 days, 1:23:27, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3027, top5_acc: 0.5303, loss_cls: 3.4281, loss: 3.4281, grad_norm: 1.2823 2020-10-07 21:07:12,890 - mmaction - INFO - Epoch [131][160/1413] lr: 2.926e-01, eta: 2 days, 1:23:06, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2883, top5_acc: 0.5190, loss_cls: 3.4917, loss: 3.4917, grad_norm: 1.2820 2020-10-07 21:07:32,414 - mmaction - INFO - Epoch [131][180/1413] lr: 2.926e-01, eta: 2 days, 1:22:46, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2807, top5_acc: 0.5132, loss_cls: 3.5042, loss: 3.5042, grad_norm: 1.2537 2020-10-07 21:07:52,156 - mmaction - INFO - Epoch [131][200/1413] lr: 2.926e-01, eta: 2 days, 1:22:25, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2872, top5_acc: 0.5220, loss_cls: 3.4845, loss: 3.4845, grad_norm: 1.2687 2020-10-07 21:08:11,739 - mmaction - INFO - Epoch [131][220/1413] lr: 2.926e-01, eta: 2 days, 1:22:05, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2819, top5_acc: 0.5258, loss_cls: 3.4960, loss: 3.4960, grad_norm: 1.2785 2020-10-07 21:08:31,344 - mmaction - INFO - Epoch [131][240/1413] lr: 2.926e-01, eta: 2 days, 1:21:44, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2859, top5_acc: 0.5230, loss_cls: 3.4797, loss: 3.4797, grad_norm: 1.2617 2020-10-07 21:08:51,147 - mmaction - INFO - Epoch [131][260/1413] lr: 2.926e-01, eta: 2 days, 1:21:24, time: 0.991, data_time: 0.001, memory: 8482, top1_acc: 0.2957, top5_acc: 0.5225, loss_cls: 3.4866, loss: 3.4866, grad_norm: 1.2771 2020-10-07 21:09:10,868 - mmaction - INFO - Epoch [131][280/1413] lr: 2.926e-01, eta: 2 days, 1:21:03, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2823, top5_acc: 0.5139, loss_cls: 3.5120, loss: 3.5120, grad_norm: 1.2611 2020-10-07 21:09:30,419 - mmaction - INFO - Epoch [131][300/1413] lr: 2.926e-01, eta: 2 days, 1:20:43, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2970, top5_acc: 0.5358, loss_cls: 3.4398, loss: 3.4398, grad_norm: 1.2642 2020-10-07 21:09:50,101 - mmaction - INFO - Epoch [131][320/1413] lr: 2.926e-01, eta: 2 days, 1:20:22, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2887, top5_acc: 0.5202, loss_cls: 3.5220, loss: 3.5220, grad_norm: 1.2600 2020-10-07 21:10:09,613 - mmaction - INFO - Epoch [131][340/1413] lr: 2.926e-01, eta: 2 days, 1:20:01, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2875, top5_acc: 0.5245, loss_cls: 3.4871, loss: 3.4871, grad_norm: 1.2867 2020-10-07 21:10:29,375 - mmaction - INFO - Epoch [131][360/1413] lr: 2.926e-01, eta: 2 days, 1:19:41, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.2876, top5_acc: 0.5285, loss_cls: 3.4519, loss: 3.4519, grad_norm: 1.2757 2020-10-07 21:10:48,905 - mmaction - INFO - Epoch [131][380/1413] lr: 2.926e-01, eta: 2 days, 1:19:20, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2921, top5_acc: 0.5277, loss_cls: 3.4561, loss: 3.4561, grad_norm: 1.2890 2020-10-07 21:11:08,565 - mmaction - INFO - Epoch [131][400/1413] lr: 2.926e-01, eta: 2 days, 1:19:00, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2915, top5_acc: 0.5327, loss_cls: 3.4597, loss: 3.4597, grad_norm: 1.2768 2020-10-07 21:11:28,143 - mmaction - INFO - Epoch [131][420/1413] lr: 2.926e-01, eta: 2 days, 1:18:39, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2875, top5_acc: 0.5367, loss_cls: 3.4520, loss: 3.4520, grad_norm: 1.2714 2020-10-07 21:11:47,682 - mmaction - INFO - Epoch [131][440/1413] lr: 2.926e-01, eta: 2 days, 1:18:19, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2799, top5_acc: 0.5177, loss_cls: 3.5162, loss: 3.5162, grad_norm: 1.2776 2020-10-07 21:12:07,397 - mmaction - INFO - Epoch [131][460/1413] lr: 2.926e-01, eta: 2 days, 1:17:58, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2884, top5_acc: 0.5169, loss_cls: 3.4967, loss: 3.4967, grad_norm: 1.2639 2020-10-07 21:12:26,983 - mmaction - INFO - Epoch [131][480/1413] lr: 2.926e-01, eta: 2 days, 1:17:38, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2849, top5_acc: 0.5190, loss_cls: 3.4977, loss: 3.4977, grad_norm: 1.2648 2020-10-07 21:12:46,587 - mmaction - INFO - Epoch [131][500/1413] lr: 2.926e-01, eta: 2 days, 1:17:17, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2871, top5_acc: 0.5307, loss_cls: 3.4860, loss: 3.4860, grad_norm: 1.2884 2020-10-07 21:13:06,306 - mmaction - INFO - Epoch [131][520/1413] lr: 2.926e-01, eta: 2 days, 1:16:57, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2901, top5_acc: 0.5267, loss_cls: 3.4632, loss: 3.4632, grad_norm: 1.2749 2020-10-07 21:13:25,967 - mmaction - INFO - Epoch [131][540/1413] lr: 2.926e-01, eta: 2 days, 1:16:36, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2883, top5_acc: 0.5234, loss_cls: 3.4920, loss: 3.4920, grad_norm: 1.2844 2020-10-07 21:13:45,633 - mmaction - INFO - Epoch [131][560/1413] lr: 2.926e-01, eta: 2 days, 1:16:16, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2880, top5_acc: 0.5303, loss_cls: 3.4677, loss: 3.4677, grad_norm: 1.2743 2020-10-07 21:14:05,171 - mmaction - INFO - Epoch [131][580/1413] lr: 2.926e-01, eta: 2 days, 1:15:55, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2930, top5_acc: 0.5324, loss_cls: 3.4375, loss: 3.4375, grad_norm: 1.2889 2020-10-07 21:14:24,734 - mmaction - INFO - Epoch [131][600/1413] lr: 2.926e-01, eta: 2 days, 1:15:34, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2839, top5_acc: 0.5197, loss_cls: 3.4926, loss: 3.4926, grad_norm: 1.2699 2020-10-07 21:14:44,329 - mmaction - INFO - Epoch [131][620/1413] lr: 2.926e-01, eta: 2 days, 1:15:14, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2875, top5_acc: 0.5277, loss_cls: 3.4593, loss: 3.4593, grad_norm: 1.2625 2020-10-07 21:15:03,983 - mmaction - INFO - Epoch [131][640/1413] lr: 2.926e-01, eta: 2 days, 1:14:53, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2809, top5_acc: 0.5137, loss_cls: 3.5273, loss: 3.5273, grad_norm: 1.2732 2020-10-07 21:15:23,691 - mmaction - INFO - Epoch [131][660/1413] lr: 2.926e-01, eta: 2 days, 1:14:33, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2781, top5_acc: 0.5210, loss_cls: 3.5159, loss: 3.5159, grad_norm: 1.2632 2020-10-07 21:15:43,366 - mmaction - INFO - Epoch [131][680/1413] lr: 2.926e-01, eta: 2 days, 1:14:12, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2855, top5_acc: 0.5294, loss_cls: 3.4710, loss: 3.4710, grad_norm: 1.2770 2020-10-07 21:16:02,994 - mmaction - INFO - Epoch [131][700/1413] lr: 2.926e-01, eta: 2 days, 1:13:52, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2905, top5_acc: 0.5243, loss_cls: 3.4672, loss: 3.4672, grad_norm: 1.2653 2020-10-07 21:16:22,501 - mmaction - INFO - Epoch [131][720/1413] lr: 2.926e-01, eta: 2 days, 1:13:31, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2906, top5_acc: 0.5262, loss_cls: 3.4663, loss: 3.4663, grad_norm: 1.3015 2020-10-07 21:16:42,151 - mmaction - INFO - Epoch [131][740/1413] lr: 2.926e-01, eta: 2 days, 1:13:11, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2859, top5_acc: 0.5229, loss_cls: 3.4655, loss: 3.4655, grad_norm: 1.2672 2020-10-07 21:17:01,729 - mmaction - INFO - Epoch [131][760/1413] lr: 2.926e-01, eta: 2 days, 1:12:50, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2866, top5_acc: 0.5134, loss_cls: 3.4882, loss: 3.4882, grad_norm: 1.3126 2020-10-07 21:17:21,312 - mmaction - INFO - Epoch [131][780/1413] lr: 2.926e-01, eta: 2 days, 1:12:29, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2811, top5_acc: 0.5206, loss_cls: 3.5168, loss: 3.5168, grad_norm: 1.2910 2020-10-07 21:17:40,938 - mmaction - INFO - Epoch [131][800/1413] lr: 2.926e-01, eta: 2 days, 1:12:09, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2919, top5_acc: 0.5298, loss_cls: 3.4356, loss: 3.4356, grad_norm: 1.2613 2020-10-07 21:18:00,495 - mmaction - INFO - Epoch [131][820/1413] lr: 2.926e-01, eta: 2 days, 1:11:48, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2844, top5_acc: 0.5288, loss_cls: 3.4700, loss: 3.4700, grad_norm: 1.2913 2020-10-07 21:18:20,124 - mmaction - INFO - Epoch [131][840/1413] lr: 2.926e-01, eta: 2 days, 1:11:28, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2771, top5_acc: 0.5259, loss_cls: 3.4898, loss: 3.4898, grad_norm: 1.3057 2020-10-07 21:18:39,781 - mmaction - INFO - Epoch [131][860/1413] lr: 2.926e-01, eta: 2 days, 1:11:07, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2857, top5_acc: 0.5299, loss_cls: 3.4625, loss: 3.4625, grad_norm: 1.2872 2020-10-07 21:18:59,379 - mmaction - INFO - Epoch [131][880/1413] lr: 2.926e-01, eta: 2 days, 1:10:47, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2859, top5_acc: 0.5207, loss_cls: 3.5087, loss: 3.5087, grad_norm: 1.2938 2020-10-07 21:19:19,048 - mmaction - INFO - Epoch [131][900/1413] lr: 2.926e-01, eta: 2 days, 1:10:26, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2828, top5_acc: 0.5216, loss_cls: 3.4933, loss: 3.4933, grad_norm: 1.2625 2020-10-07 21:19:38,646 - mmaction - INFO - Epoch [131][920/1413] lr: 2.926e-01, eta: 2 days, 1:10:06, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2775, top5_acc: 0.5212, loss_cls: 3.5085, loss: 3.5085, grad_norm: 1.2629 2020-10-07 21:19:58,184 - mmaction - INFO - Epoch [131][940/1413] lr: 2.926e-01, eta: 2 days, 1:09:45, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2794, top5_acc: 0.5234, loss_cls: 3.4971, loss: 3.4971, grad_norm: 1.2550 2020-10-07 21:20:17,915 - mmaction - INFO - Epoch [131][960/1413] lr: 2.926e-01, eta: 2 days, 1:09:25, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2941, top5_acc: 0.5332, loss_cls: 3.4316, loss: 3.4316, grad_norm: 1.2792 2020-10-07 21:20:37,643 - mmaction - INFO - Epoch [131][980/1413] lr: 2.926e-01, eta: 2 days, 1:09:04, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2863, top5_acc: 0.5255, loss_cls: 3.4692, loss: 3.4692, grad_norm: 1.2920 2020-10-07 21:20:57,335 - mmaction - INFO - Epoch [131][1000/1413] lr: 2.926e-01, eta: 2 days, 1:08:44, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2809, top5_acc: 0.5177, loss_cls: 3.5237, loss: 3.5237, grad_norm: 1.3013 2020-10-07 21:21:16,935 - mmaction - INFO - Epoch [131][1020/1413] lr: 2.926e-01, eta: 2 days, 1:08:23, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2897, top5_acc: 0.5259, loss_cls: 3.4885, loss: 3.4885, grad_norm: 1.2592 2020-10-07 21:21:36,580 - mmaction - INFO - Epoch [131][1040/1413] lr: 2.926e-01, eta: 2 days, 1:08:03, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2792, top5_acc: 0.5206, loss_cls: 3.4796, loss: 3.4796, grad_norm: 1.2590 2020-10-07 21:21:56,178 - mmaction - INFO - Epoch [131][1060/1413] lr: 2.926e-01, eta: 2 days, 1:07:42, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2938, top5_acc: 0.5247, loss_cls: 3.4631, loss: 3.4631, grad_norm: 1.2883 2020-10-07 21:22:15,854 - mmaction - INFO - Epoch [131][1080/1413] lr: 2.926e-01, eta: 2 days, 1:07:22, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2753, top5_acc: 0.5182, loss_cls: 3.5232, loss: 3.5232, grad_norm: 1.2881 2020-10-07 21:22:35,394 - mmaction - INFO - Epoch [131][1100/1413] lr: 2.926e-01, eta: 2 days, 1:07:01, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2763, top5_acc: 0.5125, loss_cls: 3.5184, loss: 3.5184, grad_norm: 1.2730 2020-10-07 21:22:55,042 - mmaction - INFO - Epoch [131][1120/1413] lr: 2.926e-01, eta: 2 days, 1:06:40, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2776, top5_acc: 0.5212, loss_cls: 3.4956, loss: 3.4956, grad_norm: 1.2787 2020-10-07 21:23:14,568 - mmaction - INFO - Epoch [131][1140/1413] lr: 2.926e-01, eta: 2 days, 1:06:20, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2855, top5_acc: 0.5293, loss_cls: 3.4423, loss: 3.4423, grad_norm: 1.2719 2020-10-07 21:23:34,271 - mmaction - INFO - Epoch [131][1160/1413] lr: 2.926e-01, eta: 2 days, 1:05:59, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2771, top5_acc: 0.5224, loss_cls: 3.5081, loss: 3.5081, grad_norm: 1.2767 2020-10-07 21:23:53,924 - mmaction - INFO - Epoch [131][1180/1413] lr: 2.926e-01, eta: 2 days, 1:05:39, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2880, top5_acc: 0.5207, loss_cls: 3.4753, loss: 3.4753, grad_norm: 1.2513 2020-10-07 21:24:13,515 - mmaction - INFO - Epoch [131][1200/1413] lr: 2.926e-01, eta: 2 days, 1:05:18, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2932, top5_acc: 0.5262, loss_cls: 3.4806, loss: 3.4806, grad_norm: 1.2574 2020-10-07 21:24:33,019 - mmaction - INFO - Epoch [131][1220/1413] lr: 2.926e-01, eta: 2 days, 1:04:58, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2874, top5_acc: 0.5207, loss_cls: 3.4824, loss: 3.4824, grad_norm: 1.2950 2020-10-07 21:24:52,666 - mmaction - INFO - Epoch [131][1240/1413] lr: 2.926e-01, eta: 2 days, 1:04:37, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2835, top5_acc: 0.5194, loss_cls: 3.4995, loss: 3.4995, grad_norm: 1.2479 2020-10-07 21:25:12,361 - mmaction - INFO - Epoch [131][1260/1413] lr: 2.926e-01, eta: 2 days, 1:04:17, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2874, top5_acc: 0.5283, loss_cls: 3.4543, loss: 3.4543, grad_norm: 1.2753 2020-10-07 21:25:32,001 - mmaction - INFO - Epoch [131][1280/1413] lr: 2.926e-01, eta: 2 days, 1:03:56, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2796, top5_acc: 0.5194, loss_cls: 3.4948, loss: 3.4948, grad_norm: 1.2746 2020-10-07 21:25:51,629 - mmaction - INFO - Epoch [131][1300/1413] lr: 2.926e-01, eta: 2 days, 1:03:36, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2850, top5_acc: 0.5195, loss_cls: 3.4921, loss: 3.4921, grad_norm: 1.2727 2020-10-07 21:26:11,220 - mmaction - INFO - Epoch [131][1320/1413] lr: 2.926e-01, eta: 2 days, 1:03:15, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2931, top5_acc: 0.5225, loss_cls: 3.4558, loss: 3.4558, grad_norm: 1.2823 2020-10-07 21:26:30,840 - mmaction - INFO - Epoch [131][1340/1413] lr: 2.926e-01, eta: 2 days, 1:02:54, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2870, top5_acc: 0.5243, loss_cls: 3.4920, loss: 3.4920, grad_norm: 1.2844 2020-10-07 21:26:50,343 - mmaction - INFO - Epoch [131][1360/1413] lr: 2.926e-01, eta: 2 days, 1:02:34, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2887, top5_acc: 0.5225, loss_cls: 3.4862, loss: 3.4862, grad_norm: 1.2726 2020-10-07 21:27:09,980 - mmaction - INFO - Epoch [131][1380/1413] lr: 2.926e-01, eta: 2 days, 1:02:13, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2806, top5_acc: 0.5258, loss_cls: 3.4798, loss: 3.4798, grad_norm: 1.2739 2020-10-07 21:27:29,611 - mmaction - INFO - Epoch [131][1400/1413] lr: 2.926e-01, eta: 2 days, 1:01:53, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2951, top5_acc: 0.5211, loss_cls: 3.4812, loss: 3.4812, grad_norm: 1.2809 2020-10-07 21:28:34,254 - mmaction - INFO - Epoch [132][20/1413] lr: 2.890e-01, eta: 2 days, 1:01:48, time: 2.577, data_time: 1.604, memory: 8482, top1_acc: 0.2913, top5_acc: 0.5267, loss_cls: 3.4613, loss: 3.4613, grad_norm: 1.2911 2020-10-07 21:28:53,624 - mmaction - INFO - Epoch [132][40/1413] lr: 2.890e-01, eta: 2 days, 1:01:27, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.2885, top5_acc: 0.5236, loss_cls: 3.4703, loss: 3.4703, grad_norm: 1.2793 2020-10-07 21:29:13,096 - mmaction - INFO - Epoch [132][60/1413] lr: 2.890e-01, eta: 2 days, 1:01:06, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.2930, top5_acc: 0.5296, loss_cls: 3.4700, loss: 3.4700, grad_norm: 1.2972 2020-10-07 21:29:32,698 - mmaction - INFO - Epoch [132][80/1413] lr: 2.890e-01, eta: 2 days, 1:00:45, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2924, top5_acc: 0.5229, loss_cls: 3.4632, loss: 3.4632, grad_norm: 1.2600 2020-10-07 21:29:52,236 - mmaction - INFO - Epoch [132][100/1413] lr: 2.890e-01, eta: 2 days, 1:00:25, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2995, top5_acc: 0.5401, loss_cls: 3.4150, loss: 3.4150, grad_norm: 1.2592 2020-10-07 21:30:10,888 - mmaction - INFO - Epoch [132][120/1413] lr: 2.890e-01, eta: 2 days, 1:00:03, time: 0.933, data_time: 0.002, memory: 8482, top1_acc: 0.2979, top5_acc: 0.5366, loss_cls: 3.4181, loss: 3.4181, grad_norm: 1.2872 2020-10-07 21:30:30,570 - mmaction - INFO - Epoch [132][140/1413] lr: 2.890e-01, eta: 2 days, 0:59:42, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2828, top5_acc: 0.5232, loss_cls: 3.4908, loss: 3.4908, grad_norm: 1.2934 2020-10-07 21:30:50,320 - mmaction - INFO - Epoch [132][160/1413] lr: 2.890e-01, eta: 2 days, 0:59:22, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2871, top5_acc: 0.5202, loss_cls: 3.4809, loss: 3.4809, grad_norm: 1.2823 2020-10-07 21:31:09,969 - mmaction - INFO - Epoch [132][180/1413] lr: 2.890e-01, eta: 2 days, 0:59:01, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2901, top5_acc: 0.5284, loss_cls: 3.4604, loss: 3.4604, grad_norm: 1.2917 2020-10-07 21:31:29,652 - mmaction - INFO - Epoch [132][200/1413] lr: 2.890e-01, eta: 2 days, 0:58:41, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2944, top5_acc: 0.5233, loss_cls: 3.4794, loss: 3.4794, grad_norm: 1.2826 2020-10-07 21:31:49,257 - mmaction - INFO - Epoch [132][220/1413] lr: 2.890e-01, eta: 2 days, 0:58:20, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2939, top5_acc: 0.5229, loss_cls: 3.4649, loss: 3.4649, grad_norm: 1.2774 2020-10-07 21:32:08,757 - mmaction - INFO - Epoch [132][240/1413] lr: 2.890e-01, eta: 2 days, 0:58:00, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2965, top5_acc: 0.5266, loss_cls: 3.4490, loss: 3.4490, grad_norm: 1.2810 2020-10-07 21:32:28,462 - mmaction - INFO - Epoch [132][260/1413] lr: 2.890e-01, eta: 2 days, 0:57:39, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2936, top5_acc: 0.5363, loss_cls: 3.4186, loss: 3.4186, grad_norm: 1.2878 2020-10-07 21:32:48,119 - mmaction - INFO - Epoch [132][280/1413] lr: 2.890e-01, eta: 2 days, 0:57:19, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2901, top5_acc: 0.5173, loss_cls: 3.4839, loss: 3.4839, grad_norm: 1.2686 2020-10-07 21:33:07,759 - mmaction - INFO - Epoch [132][300/1413] lr: 2.890e-01, eta: 2 days, 0:56:58, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2878, top5_acc: 0.5277, loss_cls: 3.4484, loss: 3.4484, grad_norm: 1.2849 2020-10-07 21:33:27,306 - mmaction - INFO - Epoch [132][320/1413] lr: 2.890e-01, eta: 2 days, 0:56:38, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2861, top5_acc: 0.5182, loss_cls: 3.5276, loss: 3.5276, grad_norm: 1.2794 2020-10-07 21:33:46,886 - mmaction - INFO - Epoch [132][340/1413] lr: 2.890e-01, eta: 2 days, 0:56:17, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2921, top5_acc: 0.5283, loss_cls: 3.4607, loss: 3.4607, grad_norm: 1.2847 2020-10-07 21:34:06,522 - mmaction - INFO - Epoch [132][360/1413] lr: 2.890e-01, eta: 2 days, 0:55:57, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2947, top5_acc: 0.5303, loss_cls: 3.4363, loss: 3.4363, grad_norm: 1.2765 2020-10-07 21:34:26,257 - mmaction - INFO - Epoch [132][380/1413] lr: 2.890e-01, eta: 2 days, 0:55:36, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2934, top5_acc: 0.5191, loss_cls: 3.4932, loss: 3.4932, grad_norm: 1.2662 2020-10-07 21:34:45,747 - mmaction - INFO - Epoch [132][400/1413] lr: 2.890e-01, eta: 2 days, 0:55:15, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2758, top5_acc: 0.5143, loss_cls: 3.5247, loss: 3.5247, grad_norm: 1.2893 2020-10-07 21:35:05,326 - mmaction - INFO - Epoch [132][420/1413] lr: 2.890e-01, eta: 2 days, 0:54:55, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2913, top5_acc: 0.5286, loss_cls: 3.4735, loss: 3.4735, grad_norm: 1.2533 2020-10-07 21:35:24,934 - mmaction - INFO - Epoch [132][440/1413] lr: 2.890e-01, eta: 2 days, 0:54:34, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2961, top5_acc: 0.5320, loss_cls: 3.4448, loss: 3.4448, grad_norm: 1.2832 2020-10-07 21:35:44,627 - mmaction - INFO - Epoch [132][460/1413] lr: 2.890e-01, eta: 2 days, 0:54:14, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2991, top5_acc: 0.5336, loss_cls: 3.4167, loss: 3.4167, grad_norm: 1.2951 2020-10-07 21:36:04,139 - mmaction - INFO - Epoch [132][480/1413] lr: 2.890e-01, eta: 2 days, 0:53:53, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2917, top5_acc: 0.5311, loss_cls: 3.4384, loss: 3.4384, grad_norm: 1.3032 2020-10-07 21:36:23,837 - mmaction - INFO - Epoch [132][500/1413] lr: 2.890e-01, eta: 2 days, 0:53:33, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2889, top5_acc: 0.5286, loss_cls: 3.4771, loss: 3.4771, grad_norm: 1.2987 2020-10-07 21:36:43,507 - mmaction - INFO - Epoch [132][520/1413] lr: 2.890e-01, eta: 2 days, 0:53:12, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2906, top5_acc: 0.5272, loss_cls: 3.4685, loss: 3.4685, grad_norm: 1.2781 2020-10-07 21:37:03,029 - mmaction - INFO - Epoch [132][540/1413] lr: 2.890e-01, eta: 2 days, 0:52:52, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2849, top5_acc: 0.5292, loss_cls: 3.4909, loss: 3.4909, grad_norm: 1.2963 2020-10-07 21:37:22,742 - mmaction - INFO - Epoch [132][560/1413] lr: 2.890e-01, eta: 2 days, 0:52:31, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2826, top5_acc: 0.5249, loss_cls: 3.4956, loss: 3.4956, grad_norm: 1.2889 2020-10-07 21:37:42,456 - mmaction - INFO - Epoch [132][580/1413] lr: 2.890e-01, eta: 2 days, 0:52:11, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2947, top5_acc: 0.5378, loss_cls: 3.4470, loss: 3.4470, grad_norm: 1.2765 2020-10-07 21:38:02,027 - mmaction - INFO - Epoch [132][600/1413] lr: 2.890e-01, eta: 2 days, 0:51:50, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2836, top5_acc: 0.5165, loss_cls: 3.5230, loss: 3.5230, grad_norm: 1.2696 2020-10-07 21:38:21,630 - mmaction - INFO - Epoch [132][620/1413] lr: 2.890e-01, eta: 2 days, 0:51:30, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2975, top5_acc: 0.5324, loss_cls: 3.4356, loss: 3.4356, grad_norm: 1.2485 2020-10-07 21:38:41,245 - mmaction - INFO - Epoch [132][640/1413] lr: 2.890e-01, eta: 2 days, 0:51:09, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2900, top5_acc: 0.5285, loss_cls: 3.4621, loss: 3.4621, grad_norm: 1.3016 2020-10-07 21:39:00,905 - mmaction - INFO - Epoch [132][660/1413] lr: 2.890e-01, eta: 2 days, 0:50:49, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2784, top5_acc: 0.5207, loss_cls: 3.5008, loss: 3.5008, grad_norm: 1.2913 2020-10-07 21:39:20,532 - mmaction - INFO - Epoch [132][680/1413] lr: 2.890e-01, eta: 2 days, 0:50:28, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2957, top5_acc: 0.5241, loss_cls: 3.4873, loss: 3.4873, grad_norm: 1.2736 2020-10-07 21:39:40,294 - mmaction - INFO - Epoch [132][700/1413] lr: 2.890e-01, eta: 2 days, 0:50:08, time: 0.989, data_time: 0.003, memory: 8482, top1_acc: 0.2905, top5_acc: 0.5286, loss_cls: 3.4539, loss: 3.4539, grad_norm: 1.3023 2020-10-07 21:39:59,828 - mmaction - INFO - Epoch [132][720/1413] lr: 2.890e-01, eta: 2 days, 0:49:47, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2917, top5_acc: 0.5268, loss_cls: 3.4620, loss: 3.4620, grad_norm: 1.2635 2020-10-07 21:40:19,520 - mmaction - INFO - Epoch [132][740/1413] lr: 2.890e-01, eta: 2 days, 0:49:27, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2862, top5_acc: 0.5191, loss_cls: 3.5006, loss: 3.5006, grad_norm: 1.2891 2020-10-07 21:40:39,177 - mmaction - INFO - Epoch [132][760/1413] lr: 2.890e-01, eta: 2 days, 0:49:06, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2789, top5_acc: 0.5176, loss_cls: 3.5193, loss: 3.5193, grad_norm: 1.2872 2020-10-07 21:40:58,870 - mmaction - INFO - Epoch [132][780/1413] lr: 2.890e-01, eta: 2 days, 0:48:46, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2993, top5_acc: 0.5314, loss_cls: 3.4492, loss: 3.4492, grad_norm: 1.2911 2020-10-07 21:41:18,489 - mmaction - INFO - Epoch [132][800/1413] lr: 2.890e-01, eta: 2 days, 0:48:25, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2922, top5_acc: 0.5281, loss_cls: 3.4689, loss: 3.4689, grad_norm: 1.3012 2020-10-07 21:41:38,109 - mmaction - INFO - Epoch [132][820/1413] lr: 2.890e-01, eta: 2 days, 0:48:05, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2880, top5_acc: 0.5332, loss_cls: 3.4554, loss: 3.4554, grad_norm: 1.2771 2020-10-07 21:41:57,825 - mmaction - INFO - Epoch [132][840/1413] lr: 2.890e-01, eta: 2 days, 0:47:44, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2949, top5_acc: 0.5331, loss_cls: 3.4165, loss: 3.4165, grad_norm: 1.2741 2020-10-07 21:42:17,415 - mmaction - INFO - Epoch [132][860/1413] lr: 2.890e-01, eta: 2 days, 0:47:24, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2901, top5_acc: 0.5329, loss_cls: 3.4530, loss: 3.4530, grad_norm: 1.2854 2020-10-07 21:42:36,991 - mmaction - INFO - Epoch [132][880/1413] lr: 2.890e-01, eta: 2 days, 0:47:03, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2832, top5_acc: 0.5194, loss_cls: 3.4880, loss: 3.4880, grad_norm: 1.3040 2020-10-07 21:42:56,552 - mmaction - INFO - Epoch [132][900/1413] lr: 2.890e-01, eta: 2 days, 0:46:43, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2986, top5_acc: 0.5355, loss_cls: 3.4070, loss: 3.4070, grad_norm: 1.2634 2020-10-07 21:43:16,159 - mmaction - INFO - Epoch [132][920/1413] lr: 2.890e-01, eta: 2 days, 0:46:22, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2941, top5_acc: 0.5313, loss_cls: 3.4453, loss: 3.4453, grad_norm: 1.2897 2020-10-07 21:43:35,928 - mmaction - INFO - Epoch [132][940/1413] lr: 2.890e-01, eta: 2 days, 0:46:02, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2958, top5_acc: 0.5264, loss_cls: 3.4959, loss: 3.4959, grad_norm: 1.2938 2020-10-07 21:43:55,625 - mmaction - INFO - Epoch [132][960/1413] lr: 2.890e-01, eta: 2 days, 0:45:41, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2799, top5_acc: 0.5176, loss_cls: 3.5295, loss: 3.5295, grad_norm: 1.2841 2020-10-07 21:44:15,335 - mmaction - INFO - Epoch [132][980/1413] lr: 2.890e-01, eta: 2 days, 0:45:21, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2897, top5_acc: 0.5225, loss_cls: 3.4565, loss: 3.4565, grad_norm: 1.2707 2020-10-07 21:44:35,021 - mmaction - INFO - Epoch [132][1000/1413] lr: 2.890e-01, eta: 2 days, 0:45:00, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2885, top5_acc: 0.5329, loss_cls: 3.4496, loss: 3.4496, grad_norm: 1.2775 2020-10-07 21:44:54,589 - mmaction - INFO - Epoch [132][1020/1413] lr: 2.890e-01, eta: 2 days, 0:44:40, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2806, top5_acc: 0.5155, loss_cls: 3.5222, loss: 3.5222, grad_norm: 1.2834 2020-10-07 21:45:14,221 - mmaction - INFO - Epoch [132][1040/1413] lr: 2.890e-01, eta: 2 days, 0:44:19, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2811, top5_acc: 0.5203, loss_cls: 3.5141, loss: 3.5141, grad_norm: 1.2886 2020-10-07 21:45:33,895 - mmaction - INFO - Epoch [132][1060/1413] lr: 2.890e-01, eta: 2 days, 0:43:59, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3014, top5_acc: 0.5312, loss_cls: 3.4513, loss: 3.4513, grad_norm: 1.2753 2020-10-07 21:45:53,555 - mmaction - INFO - Epoch [132][1080/1413] lr: 2.890e-01, eta: 2 days, 0:43:38, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2892, top5_acc: 0.5288, loss_cls: 3.4446, loss: 3.4446, grad_norm: 1.2929 2020-10-07 21:46:13,165 - mmaction - INFO - Epoch [132][1100/1413] lr: 2.890e-01, eta: 2 days, 0:43:18, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2837, top5_acc: 0.5171, loss_cls: 3.5343, loss: 3.5343, grad_norm: 1.2914 2020-10-07 21:46:32,815 - mmaction - INFO - Epoch [132][1120/1413] lr: 2.890e-01, eta: 2 days, 0:42:57, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2773, top5_acc: 0.5237, loss_cls: 3.5073, loss: 3.5073, grad_norm: 1.2594 2020-10-07 21:46:52,514 - mmaction - INFO - Epoch [132][1140/1413] lr: 2.890e-01, eta: 2 days, 0:42:37, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2803, top5_acc: 0.5199, loss_cls: 3.5059, loss: 3.5059, grad_norm: 1.2775 2020-10-07 21:47:12,236 - mmaction - INFO - Epoch [132][1160/1413] lr: 2.890e-01, eta: 2 days, 0:42:17, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2911, top5_acc: 0.5314, loss_cls: 3.4545, loss: 3.4545, grad_norm: 1.2636 2020-10-07 21:47:31,857 - mmaction - INFO - Epoch [132][1180/1413] lr: 2.890e-01, eta: 2 days, 0:41:56, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2906, top5_acc: 0.5234, loss_cls: 3.4845, loss: 3.4845, grad_norm: 1.2754 2020-10-07 21:47:51,412 - mmaction - INFO - Epoch [132][1200/1413] lr: 2.890e-01, eta: 2 days, 0:41:35, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2934, top5_acc: 0.5212, loss_cls: 3.4889, loss: 3.4889, grad_norm: 1.2884 2020-10-07 21:48:11,097 - mmaction - INFO - Epoch [132][1220/1413] lr: 2.890e-01, eta: 2 days, 0:41:15, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2866, top5_acc: 0.5147, loss_cls: 3.5037, loss: 3.5037, grad_norm: 1.2735 2020-10-07 21:48:30,751 - mmaction - INFO - Epoch [132][1240/1413] lr: 2.890e-01, eta: 2 days, 0:40:55, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2917, top5_acc: 0.5296, loss_cls: 3.4530, loss: 3.4530, grad_norm: 1.2837 2020-10-07 21:48:50,296 - mmaction - INFO - Epoch [132][1260/1413] lr: 2.890e-01, eta: 2 days, 0:40:34, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2901, top5_acc: 0.5301, loss_cls: 3.4462, loss: 3.4462, grad_norm: 1.2807 2020-10-07 21:49:09,926 - mmaction - INFO - Epoch [132][1280/1413] lr: 2.890e-01, eta: 2 days, 0:40:13, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2812, top5_acc: 0.5234, loss_cls: 3.5021, loss: 3.5021, grad_norm: 1.2798 2020-10-07 21:49:29,658 - mmaction - INFO - Epoch [132][1300/1413] lr: 2.890e-01, eta: 2 days, 0:39:53, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2939, top5_acc: 0.5306, loss_cls: 3.4507, loss: 3.4507, grad_norm: 1.2896 2020-10-07 21:49:49,201 - mmaction - INFO - Epoch [132][1320/1413] lr: 2.890e-01, eta: 2 days, 0:39:32, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2841, top5_acc: 0.5284, loss_cls: 3.4896, loss: 3.4896, grad_norm: 1.2787 2020-10-07 21:50:08,712 - mmaction - INFO - Epoch [132][1340/1413] lr: 2.890e-01, eta: 2 days, 0:39:12, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2944, top5_acc: 0.5301, loss_cls: 3.4455, loss: 3.4455, grad_norm: 1.2710 2020-10-07 21:50:28,329 - mmaction - INFO - Epoch [132][1360/1413] lr: 2.890e-01, eta: 2 days, 0:38:51, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2897, top5_acc: 0.5258, loss_cls: 3.5056, loss: 3.5056, grad_norm: 1.2713 2020-10-07 21:50:47,996 - mmaction - INFO - Epoch [132][1380/1413] lr: 2.890e-01, eta: 2 days, 0:38:31, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2944, top5_acc: 0.5339, loss_cls: 3.4559, loss: 3.4559, grad_norm: 1.3043 2020-10-07 21:51:07,535 - mmaction - INFO - Epoch [132][1400/1413] lr: 2.890e-01, eta: 2 days, 0:38:10, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2905, top5_acc: 0.5309, loss_cls: 3.4475, loss: 3.4475, grad_norm: 1.2798 2020-10-07 21:52:11,335 - mmaction - INFO - Epoch [133][20/1413] lr: 2.853e-01, eta: 2 days, 0:38:03, time: 2.535, data_time: 1.513, memory: 8482, top1_acc: 0.2965, top5_acc: 0.5286, loss_cls: 3.4557, loss: 3.4557, grad_norm: 1.2822 2020-10-07 21:52:30,675 - mmaction - INFO - Epoch [133][40/1413] lr: 2.853e-01, eta: 2 days, 0:37:42, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.2898, top5_acc: 0.5281, loss_cls: 3.4510, loss: 3.4510, grad_norm: 1.2913 2020-10-07 21:52:50,240 - mmaction - INFO - Epoch [133][60/1413] lr: 2.853e-01, eta: 2 days, 0:37:22, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2909, top5_acc: 0.5273, loss_cls: 3.4597, loss: 3.4597, grad_norm: 1.2881 2020-10-07 21:53:09,834 - mmaction - INFO - Epoch [133][80/1413] lr: 2.853e-01, eta: 2 days, 0:37:01, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2926, top5_acc: 0.5268, loss_cls: 3.4524, loss: 3.4524, grad_norm: 1.2940 2020-10-07 21:53:29,403 - mmaction - INFO - Epoch [133][100/1413] lr: 2.853e-01, eta: 2 days, 0:36:41, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2904, top5_acc: 0.5263, loss_cls: 3.4617, loss: 3.4617, grad_norm: 1.2775 2020-10-07 21:53:48,976 - mmaction - INFO - Epoch [133][120/1413] lr: 2.853e-01, eta: 2 days, 0:36:20, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2910, top5_acc: 0.5337, loss_cls: 3.4495, loss: 3.4495, grad_norm: 1.2846 2020-10-07 21:54:08,589 - mmaction - INFO - Epoch [133][140/1413] lr: 2.853e-01, eta: 2 days, 0:35:59, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2835, top5_acc: 0.5284, loss_cls: 3.4549, loss: 3.4549, grad_norm: 1.2907 2020-10-07 21:54:28,207 - mmaction - INFO - Epoch [133][160/1413] lr: 2.853e-01, eta: 2 days, 0:35:39, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2893, top5_acc: 0.5219, loss_cls: 3.4785, loss: 3.4785, grad_norm: 1.2731 2020-10-07 21:54:47,739 - mmaction - INFO - Epoch [133][180/1413] lr: 2.853e-01, eta: 2 days, 0:35:18, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2892, top5_acc: 0.5298, loss_cls: 3.4802, loss: 3.4802, grad_norm: 1.2825 2020-10-07 21:55:07,283 - mmaction - INFO - Epoch [133][200/1413] lr: 2.853e-01, eta: 2 days, 0:34:58, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3035, top5_acc: 0.5344, loss_cls: 3.4104, loss: 3.4104, grad_norm: 1.2946 2020-10-07 21:55:26,962 - mmaction - INFO - Epoch [133][220/1413] lr: 2.853e-01, eta: 2 days, 0:34:37, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2975, top5_acc: 0.5361, loss_cls: 3.4223, loss: 3.4223, grad_norm: 1.2854 2020-10-07 21:55:46,681 - mmaction - INFO - Epoch [133][240/1413] lr: 2.853e-01, eta: 2 days, 0:34:17, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2908, top5_acc: 0.5233, loss_cls: 3.4804, loss: 3.4804, grad_norm: 1.2681 2020-10-07 21:56:06,284 - mmaction - INFO - Epoch [133][260/1413] lr: 2.853e-01, eta: 2 days, 0:33:56, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2896, top5_acc: 0.5283, loss_cls: 3.4529, loss: 3.4529, grad_norm: 1.2824 2020-10-07 21:56:25,885 - mmaction - INFO - Epoch [133][280/1413] lr: 2.853e-01, eta: 2 days, 0:33:36, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2971, top5_acc: 0.5316, loss_cls: 3.4377, loss: 3.4377, grad_norm: 1.2950 2020-10-07 21:56:45,573 - mmaction - INFO - Epoch [133][300/1413] lr: 2.853e-01, eta: 2 days, 0:33:15, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2889, top5_acc: 0.5270, loss_cls: 3.4687, loss: 3.4687, grad_norm: 1.2958 2020-10-07 21:57:05,199 - mmaction - INFO - Epoch [133][320/1413] lr: 2.853e-01, eta: 2 days, 0:32:55, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2883, top5_acc: 0.5322, loss_cls: 3.4528, loss: 3.4528, grad_norm: 1.2961 2020-10-07 21:57:24,851 - mmaction - INFO - Epoch [133][340/1413] lr: 2.853e-01, eta: 2 days, 0:32:34, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2932, top5_acc: 0.5320, loss_cls: 3.4291, loss: 3.4291, grad_norm: 1.2847 2020-10-07 21:57:44,372 - mmaction - INFO - Epoch [133][360/1413] lr: 2.853e-01, eta: 2 days, 0:32:14, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2879, top5_acc: 0.5253, loss_cls: 3.4416, loss: 3.4416, grad_norm: 1.3012 2020-10-07 21:58:04,045 - mmaction - INFO - Epoch [133][380/1413] lr: 2.853e-01, eta: 2 days, 0:31:53, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2848, top5_acc: 0.5246, loss_cls: 3.4765, loss: 3.4765, grad_norm: 1.3044 2020-10-07 21:58:23,673 - mmaction - INFO - Epoch [133][400/1413] lr: 2.853e-01, eta: 2 days, 0:31:33, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2905, top5_acc: 0.5217, loss_cls: 3.4576, loss: 3.4576, grad_norm: 1.2836 2020-10-07 21:58:43,221 - mmaction - INFO - Epoch [133][420/1413] lr: 2.853e-01, eta: 2 days, 0:31:12, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2853, top5_acc: 0.5266, loss_cls: 3.4642, loss: 3.4642, grad_norm: 1.2952 2020-10-07 21:59:02,895 - mmaction - INFO - Epoch [133][440/1413] lr: 2.853e-01, eta: 2 days, 0:30:52, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2827, top5_acc: 0.5258, loss_cls: 3.4937, loss: 3.4937, grad_norm: 1.2827 2020-10-07 21:59:22,481 - mmaction - INFO - Epoch [133][460/1413] lr: 2.853e-01, eta: 2 days, 0:30:31, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2945, top5_acc: 0.5322, loss_cls: 3.4339, loss: 3.4339, grad_norm: 1.2785 2020-10-07 21:59:42,122 - mmaction - INFO - Epoch [133][480/1413] lr: 2.853e-01, eta: 2 days, 0:30:10, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2888, top5_acc: 0.5246, loss_cls: 3.4789, loss: 3.4789, grad_norm: 1.2724 2020-10-07 22:00:01,783 - mmaction - INFO - Epoch [133][500/1413] lr: 2.853e-01, eta: 2 days, 0:29:50, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2914, top5_acc: 0.5285, loss_cls: 3.4577, loss: 3.4577, grad_norm: 1.2896 2020-10-07 22:00:21,735 - mmaction - INFO - Epoch [133][520/1413] lr: 2.853e-01, eta: 2 days, 0:29:30, time: 0.998, data_time: 0.002, memory: 8482, top1_acc: 0.2897, top5_acc: 0.5311, loss_cls: 3.4321, loss: 3.4321, grad_norm: 1.2944 2020-10-07 22:00:41,393 - mmaction - INFO - Epoch [133][540/1413] lr: 2.853e-01, eta: 2 days, 0:29:09, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2880, top5_acc: 0.5219, loss_cls: 3.4676, loss: 3.4676, grad_norm: 1.2932 2020-10-07 22:01:00,987 - mmaction - INFO - Epoch [133][560/1413] lr: 2.853e-01, eta: 2 days, 0:28:49, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2879, top5_acc: 0.5219, loss_cls: 3.5029, loss: 3.5029, grad_norm: 1.2912 2020-10-07 22:01:20,620 - mmaction - INFO - Epoch [133][580/1413] lr: 2.853e-01, eta: 2 days, 0:28:28, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2833, top5_acc: 0.5154, loss_cls: 3.5433, loss: 3.5433, grad_norm: 1.2820 2020-10-07 22:01:40,234 - mmaction - INFO - Epoch [133][600/1413] lr: 2.853e-01, eta: 2 days, 0:28:08, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2951, top5_acc: 0.5288, loss_cls: 3.4510, loss: 3.4510, grad_norm: 1.3019 2020-10-07 22:01:59,932 - mmaction - INFO - Epoch [133][620/1413] lr: 2.853e-01, eta: 2 days, 0:27:48, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2932, top5_acc: 0.5279, loss_cls: 3.4615, loss: 3.4615, grad_norm: 1.2955 2020-10-07 22:02:19,551 - mmaction - INFO - Epoch [133][640/1413] lr: 2.853e-01, eta: 2 days, 0:27:27, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2927, top5_acc: 0.5214, loss_cls: 3.4502, loss: 3.4502, grad_norm: 1.2990 2020-10-07 22:02:39,122 - mmaction - INFO - Epoch [133][660/1413] lr: 2.853e-01, eta: 2 days, 0:27:06, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2805, top5_acc: 0.5177, loss_cls: 3.5179, loss: 3.5179, grad_norm: 1.2843 2020-10-07 22:02:58,791 - mmaction - INFO - Epoch [133][680/1413] lr: 2.853e-01, eta: 2 days, 0:26:46, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2889, top5_acc: 0.5255, loss_cls: 3.4842, loss: 3.4842, grad_norm: 1.2863 2020-10-07 22:03:18,452 - mmaction - INFO - Epoch [133][700/1413] lr: 2.853e-01, eta: 2 days, 0:26:25, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2897, top5_acc: 0.5283, loss_cls: 3.4437, loss: 3.4437, grad_norm: 1.2939 2020-10-07 22:03:38,039 - mmaction - INFO - Epoch [133][720/1413] lr: 2.853e-01, eta: 2 days, 0:26:05, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2880, top5_acc: 0.5277, loss_cls: 3.4786, loss: 3.4786, grad_norm: 1.2981 2020-10-07 22:03:57,651 - mmaction - INFO - Epoch [133][740/1413] lr: 2.853e-01, eta: 2 days, 0:25:44, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2904, top5_acc: 0.5354, loss_cls: 3.4413, loss: 3.4413, grad_norm: 1.2834 2020-10-07 22:04:17,273 - mmaction - INFO - Epoch [133][760/1413] lr: 2.853e-01, eta: 2 days, 0:25:24, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2855, top5_acc: 0.5264, loss_cls: 3.4588, loss: 3.4588, grad_norm: 1.2701 2020-10-07 22:04:36,817 - mmaction - INFO - Epoch [133][780/1413] lr: 2.853e-01, eta: 2 days, 0:25:03, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2896, top5_acc: 0.5178, loss_cls: 3.4907, loss: 3.4907, grad_norm: 1.2950 2020-10-07 22:04:56,386 - mmaction - INFO - Epoch [133][800/1413] lr: 2.853e-01, eta: 2 days, 0:24:43, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2792, top5_acc: 0.5161, loss_cls: 3.5057, loss: 3.5057, grad_norm: 1.2812 2020-10-07 22:05:15,977 - mmaction - INFO - Epoch [133][820/1413] lr: 2.853e-01, eta: 2 days, 0:24:22, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2914, top5_acc: 0.5342, loss_cls: 3.4393, loss: 3.4393, grad_norm: 1.2847 2020-10-07 22:05:35,594 - mmaction - INFO - Epoch [133][840/1413] lr: 2.853e-01, eta: 2 days, 0:24:02, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2866, top5_acc: 0.5181, loss_cls: 3.5007, loss: 3.5007, grad_norm: 1.3117 2020-10-07 22:05:55,136 - mmaction - INFO - Epoch [133][860/1413] lr: 2.853e-01, eta: 2 days, 0:23:41, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2980, top5_acc: 0.5285, loss_cls: 3.4514, loss: 3.4514, grad_norm: 1.2563 2020-10-07 22:06:14,731 - mmaction - INFO - Epoch [133][880/1413] lr: 2.853e-01, eta: 2 days, 0:23:20, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2919, top5_acc: 0.5266, loss_cls: 3.4536, loss: 3.4536, grad_norm: 1.2986 2020-10-07 22:06:34,261 - mmaction - INFO - Epoch [133][900/1413] lr: 2.853e-01, eta: 2 days, 0:23:00, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2866, top5_acc: 0.5201, loss_cls: 3.5096, loss: 3.5096, grad_norm: 1.2901 2020-10-07 22:06:53,759 - mmaction - INFO - Epoch [133][920/1413] lr: 2.853e-01, eta: 2 days, 0:22:39, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.2859, top5_acc: 0.5237, loss_cls: 3.5004, loss: 3.5004, grad_norm: 1.2768 2020-10-07 22:07:13,508 - mmaction - INFO - Epoch [133][940/1413] lr: 2.853e-01, eta: 2 days, 0:22:19, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2870, top5_acc: 0.5230, loss_cls: 3.4877, loss: 3.4877, grad_norm: 1.2770 2020-10-07 22:07:33,203 - mmaction - INFO - Epoch [133][960/1413] lr: 2.853e-01, eta: 2 days, 0:21:58, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2896, top5_acc: 0.5305, loss_cls: 3.4519, loss: 3.4519, grad_norm: 1.2587 2020-10-07 22:07:52,837 - mmaction - INFO - Epoch [133][980/1413] lr: 2.853e-01, eta: 2 days, 0:21:38, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2948, top5_acc: 0.5294, loss_cls: 3.4467, loss: 3.4467, grad_norm: 1.3079 2020-10-07 22:08:12,525 - mmaction - INFO - Epoch [133][1000/1413] lr: 2.853e-01, eta: 2 days, 0:21:17, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2944, top5_acc: 0.5249, loss_cls: 3.4826, loss: 3.4826, grad_norm: 1.2828 2020-10-07 22:08:32,175 - mmaction - INFO - Epoch [133][1020/1413] lr: 2.853e-01, eta: 2 days, 0:20:57, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2943, top5_acc: 0.5264, loss_cls: 3.4645, loss: 3.4645, grad_norm: 1.2855 2020-10-07 22:08:51,720 - mmaction - INFO - Epoch [133][1040/1413] lr: 2.853e-01, eta: 2 days, 0:20:36, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2842, top5_acc: 0.5311, loss_cls: 3.4444, loss: 3.4444, grad_norm: 1.3003 2020-10-07 22:09:11,335 - mmaction - INFO - Epoch [133][1060/1413] lr: 2.853e-01, eta: 2 days, 0:20:16, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2858, top5_acc: 0.5219, loss_cls: 3.4795, loss: 3.4795, grad_norm: 1.2982 2020-10-07 22:09:30,883 - mmaction - INFO - Epoch [133][1080/1413] lr: 2.853e-01, eta: 2 days, 0:19:55, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2948, top5_acc: 0.5362, loss_cls: 3.4267, loss: 3.4267, grad_norm: 1.2910 2020-10-07 22:09:50,469 - mmaction - INFO - Epoch [133][1100/1413] lr: 2.853e-01, eta: 2 days, 0:19:35, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2863, top5_acc: 0.5315, loss_cls: 3.4734, loss: 3.4734, grad_norm: 1.2983 2020-10-07 22:10:10,087 - mmaction - INFO - Epoch [133][1120/1413] lr: 2.853e-01, eta: 2 days, 0:19:14, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2845, top5_acc: 0.5208, loss_cls: 3.4786, loss: 3.4786, grad_norm: 1.2911 2020-10-07 22:10:29,719 - mmaction - INFO - Epoch [133][1140/1413] lr: 2.853e-01, eta: 2 days, 0:18:54, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2857, top5_acc: 0.5293, loss_cls: 3.4571, loss: 3.4571, grad_norm: 1.2734 2020-10-07 22:10:49,302 - mmaction - INFO - Epoch [133][1160/1413] lr: 2.853e-01, eta: 2 days, 0:18:33, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2857, top5_acc: 0.5296, loss_cls: 3.4711, loss: 3.4711, grad_norm: 1.2693 2020-10-07 22:11:08,987 - mmaction - INFO - Epoch [133][1180/1413] lr: 2.853e-01, eta: 2 days, 0:18:13, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2850, top5_acc: 0.5124, loss_cls: 3.5295, loss: 3.5295, grad_norm: 1.2921 2020-10-07 22:11:28,581 - mmaction - INFO - Epoch [133][1200/1413] lr: 2.853e-01, eta: 2 days, 0:17:52, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2938, top5_acc: 0.5306, loss_cls: 3.4418, loss: 3.4418, grad_norm: 1.2856 2020-10-07 22:11:48,260 - mmaction - INFO - Epoch [133][1220/1413] lr: 2.853e-01, eta: 2 days, 0:17:32, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2944, top5_acc: 0.5262, loss_cls: 3.4699, loss: 3.4699, grad_norm: 1.2841 2020-10-07 22:12:07,855 - mmaction - INFO - Epoch [133][1240/1413] lr: 2.853e-01, eta: 2 days, 0:17:11, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2837, top5_acc: 0.5154, loss_cls: 3.5177, loss: 3.5177, grad_norm: 1.3008 2020-10-07 22:12:27,464 - mmaction - INFO - Epoch [133][1260/1413] lr: 2.853e-01, eta: 2 days, 0:16:51, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2902, top5_acc: 0.5212, loss_cls: 3.4517, loss: 3.4517, grad_norm: 1.2675 2020-10-07 22:12:47,061 - mmaction - INFO - Epoch [133][1280/1413] lr: 2.853e-01, eta: 2 days, 0:16:30, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2911, top5_acc: 0.5255, loss_cls: 3.4780, loss: 3.4780, grad_norm: 1.2896 2020-10-07 22:13:06,616 - mmaction - INFO - Epoch [133][1300/1413] lr: 2.853e-01, eta: 2 days, 0:16:09, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2904, top5_acc: 0.5298, loss_cls: 3.4481, loss: 3.4481, grad_norm: 1.2716 2020-10-07 22:13:26,238 - mmaction - INFO - Epoch [133][1320/1413] lr: 2.853e-01, eta: 2 days, 0:15:49, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2919, top5_acc: 0.5253, loss_cls: 3.4593, loss: 3.4593, grad_norm: 1.2835 2020-10-07 22:13:45,846 - mmaction - INFO - Epoch [133][1340/1413] lr: 2.853e-01, eta: 2 days, 0:15:28, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2977, top5_acc: 0.5323, loss_cls: 3.4410, loss: 3.4410, grad_norm: 1.2660 2020-10-07 22:14:05,387 - mmaction - INFO - Epoch [133][1360/1413] lr: 2.853e-01, eta: 2 days, 0:15:08, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2906, top5_acc: 0.5332, loss_cls: 3.4447, loss: 3.4447, grad_norm: 1.2859 2020-10-07 22:14:25,031 - mmaction - INFO - Epoch [133][1380/1413] lr: 2.853e-01, eta: 2 days, 0:14:47, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2848, top5_acc: 0.5173, loss_cls: 3.4928, loss: 3.4928, grad_norm: 1.3104 2020-10-07 22:14:44,532 - mmaction - INFO - Epoch [133][1400/1413] lr: 2.853e-01, eta: 2 days, 0:14:27, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2954, top5_acc: 0.5302, loss_cls: 3.4420, loss: 3.4420, grad_norm: 1.2998 2020-10-07 22:15:53,180 - mmaction - INFO - Epoch [134][20/1413] lr: 2.816e-01, eta: 2 days, 0:14:24, time: 2.711, data_time: 1.703, memory: 8482, top1_acc: 0.2897, top5_acc: 0.5230, loss_cls: 3.4692, loss: 3.4692, grad_norm: 1.2836 2020-10-07 22:16:12,550 - mmaction - INFO - Epoch [134][40/1413] lr: 2.816e-01, eta: 2 days, 0:14:03, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.2932, top5_acc: 0.5327, loss_cls: 3.4315, loss: 3.4315, grad_norm: 1.3008 2020-10-07 22:16:32,069 - mmaction - INFO - Epoch [134][60/1413] lr: 2.816e-01, eta: 2 days, 0:13:43, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2973, top5_acc: 0.5365, loss_cls: 3.4272, loss: 3.4272, grad_norm: 1.2853 2020-10-07 22:16:51,691 - mmaction - INFO - Epoch [134][80/1413] lr: 2.816e-01, eta: 2 days, 0:13:22, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2900, top5_acc: 0.5223, loss_cls: 3.4724, loss: 3.4724, grad_norm: 1.3166 2020-10-07 22:17:11,208 - mmaction - INFO - Epoch [134][100/1413] lr: 2.816e-01, eta: 2 days, 0:13:02, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2855, top5_acc: 0.5241, loss_cls: 3.4891, loss: 3.4891, grad_norm: 1.2941 2020-10-07 22:17:30,806 - mmaction - INFO - Epoch [134][120/1413] lr: 2.816e-01, eta: 2 days, 0:12:41, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2895, top5_acc: 0.5324, loss_cls: 3.4671, loss: 3.4671, grad_norm: 1.2691 2020-10-07 22:17:50,426 - mmaction - INFO - Epoch [134][140/1413] lr: 2.816e-01, eta: 2 days, 0:12:21, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2975, top5_acc: 0.5384, loss_cls: 3.3906, loss: 3.3906, grad_norm: 1.2762 2020-10-07 22:18:10,000 - mmaction - INFO - Epoch [134][160/1413] lr: 2.816e-01, eta: 2 days, 0:12:00, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2815, top5_acc: 0.5224, loss_cls: 3.4630, loss: 3.4630, grad_norm: 1.2888 2020-10-07 22:18:29,622 - mmaction - INFO - Epoch [134][180/1413] lr: 2.816e-01, eta: 2 days, 0:11:39, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2855, top5_acc: 0.5255, loss_cls: 3.4645, loss: 3.4645, grad_norm: 1.3083 2020-10-07 22:18:49,270 - mmaction - INFO - Epoch [134][200/1413] lr: 2.816e-01, eta: 2 days, 0:11:19, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2921, top5_acc: 0.5260, loss_cls: 3.4861, loss: 3.4861, grad_norm: 1.2841 2020-10-07 22:19:08,821 - mmaction - INFO - Epoch [134][220/1413] lr: 2.816e-01, eta: 2 days, 0:10:58, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2922, top5_acc: 0.5262, loss_cls: 3.4436, loss: 3.4436, grad_norm: 1.2861 2020-10-07 22:19:28,357 - mmaction - INFO - Epoch [134][240/1413] lr: 2.816e-01, eta: 2 days, 0:10:38, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2875, top5_acc: 0.5240, loss_cls: 3.4779, loss: 3.4779, grad_norm: 1.2917 2020-10-07 22:19:47,955 - mmaction - INFO - Epoch [134][260/1413] lr: 2.816e-01, eta: 2 days, 0:10:17, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2882, top5_acc: 0.5306, loss_cls: 3.4435, loss: 3.4435, grad_norm: 1.2737 2020-10-07 22:20:07,498 - mmaction - INFO - Epoch [134][280/1413] lr: 2.816e-01, eta: 2 days, 0:09:57, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2883, top5_acc: 0.5237, loss_cls: 3.4763, loss: 3.4763, grad_norm: 1.2848 2020-10-07 22:20:27,073 - mmaction - INFO - Epoch [134][300/1413] lr: 2.816e-01, eta: 2 days, 0:09:36, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2901, top5_acc: 0.5288, loss_cls: 3.4526, loss: 3.4526, grad_norm: 1.2972 2020-10-07 22:20:46,775 - mmaction - INFO - Epoch [134][320/1413] lr: 2.816e-01, eta: 2 days, 0:09:16, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2891, top5_acc: 0.5297, loss_cls: 3.4724, loss: 3.4724, grad_norm: 1.2783 2020-10-07 22:21:06,356 - mmaction - INFO - Epoch [134][340/1413] lr: 2.816e-01, eta: 2 days, 0:08:55, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2839, top5_acc: 0.5165, loss_cls: 3.5153, loss: 3.5153, grad_norm: 1.2804 2020-10-07 22:21:26,029 - mmaction - INFO - Epoch [134][360/1413] lr: 2.816e-01, eta: 2 days, 0:08:35, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2922, top5_acc: 0.5322, loss_cls: 3.4293, loss: 3.4293, grad_norm: 1.2942 2020-10-07 22:21:45,733 - mmaction - INFO - Epoch [134][380/1413] lr: 2.816e-01, eta: 2 days, 0:08:14, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2910, top5_acc: 0.5388, loss_cls: 3.4441, loss: 3.4441, grad_norm: 1.3005 2020-10-07 22:22:05,406 - mmaction - INFO - Epoch [134][400/1413] lr: 2.816e-01, eta: 2 days, 0:07:54, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3005, top5_acc: 0.5253, loss_cls: 3.4377, loss: 3.4377, grad_norm: 1.2782 2020-10-07 22:22:24,979 - mmaction - INFO - Epoch [134][420/1413] lr: 2.816e-01, eta: 2 days, 0:07:33, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2824, top5_acc: 0.5329, loss_cls: 3.4394, loss: 3.4394, grad_norm: 1.2939 2020-10-07 22:22:44,606 - mmaction - INFO - Epoch [134][440/1413] lr: 2.816e-01, eta: 2 days, 0:07:13, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3018, top5_acc: 0.5376, loss_cls: 3.4216, loss: 3.4216, grad_norm: 1.2905 2020-10-07 22:23:04,248 - mmaction - INFO - Epoch [134][460/1413] lr: 2.816e-01, eta: 2 days, 0:06:52, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2980, top5_acc: 0.5328, loss_cls: 3.4434, loss: 3.4434, grad_norm: 1.3271 2020-10-07 22:23:23,849 - mmaction - INFO - Epoch [134][480/1413] lr: 2.816e-01, eta: 2 days, 0:06:32, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2837, top5_acc: 0.5249, loss_cls: 3.4713, loss: 3.4713, grad_norm: 1.2929 2020-10-07 22:23:43,429 - mmaction - INFO - Epoch [134][500/1413] lr: 2.816e-01, eta: 2 days, 0:06:11, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2905, top5_acc: 0.5298, loss_cls: 3.4596, loss: 3.4596, grad_norm: 1.2987 2020-10-07 22:24:03,091 - mmaction - INFO - Epoch [134][520/1413] lr: 2.816e-01, eta: 2 days, 0:05:51, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2936, top5_acc: 0.5280, loss_cls: 3.4452, loss: 3.4452, grad_norm: 1.2632 2020-10-07 22:24:22,653 - mmaction - INFO - Epoch [134][540/1413] lr: 2.816e-01, eta: 2 days, 0:05:30, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2897, top5_acc: 0.5331, loss_cls: 3.4375, loss: 3.4375, grad_norm: 1.2870 2020-10-07 22:24:42,241 - mmaction - INFO - Epoch [134][560/1413] lr: 2.816e-01, eta: 2 days, 0:05:09, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2887, top5_acc: 0.5268, loss_cls: 3.4837, loss: 3.4837, grad_norm: 1.2988 2020-10-07 22:25:01,928 - mmaction - INFO - Epoch [134][580/1413] lr: 2.816e-01, eta: 2 days, 0:04:49, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2832, top5_acc: 0.5189, loss_cls: 3.4933, loss: 3.4933, grad_norm: 1.2947 2020-10-07 22:25:21,535 - mmaction - INFO - Epoch [134][600/1413] lr: 2.816e-01, eta: 2 days, 0:04:29, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2940, top5_acc: 0.5400, loss_cls: 3.4255, loss: 3.4255, grad_norm: 1.2829 2020-10-07 22:25:41,126 - mmaction - INFO - Epoch [134][620/1413] lr: 2.816e-01, eta: 2 days, 0:04:08, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2865, top5_acc: 0.5272, loss_cls: 3.4720, loss: 3.4720, grad_norm: 1.2932 2020-10-07 22:26:00,717 - mmaction - INFO - Epoch [134][640/1413] lr: 2.816e-01, eta: 2 days, 0:03:47, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2952, top5_acc: 0.5301, loss_cls: 3.4364, loss: 3.4364, grad_norm: 1.2774 2020-10-07 22:26:20,309 - mmaction - INFO - Epoch [134][660/1413] lr: 2.816e-01, eta: 2 days, 0:03:27, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2992, top5_acc: 0.5368, loss_cls: 3.4127, loss: 3.4127, grad_norm: 1.2877 2020-10-07 22:26:39,801 - mmaction - INFO - Epoch [134][680/1413] lr: 2.816e-01, eta: 2 days, 0:03:06, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2960, top5_acc: 0.5370, loss_cls: 3.4319, loss: 3.4319, grad_norm: 1.3008 2020-10-07 22:26:59,290 - mmaction - INFO - Epoch [134][700/1413] lr: 2.816e-01, eta: 2 days, 0:02:45, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2940, top5_acc: 0.5323, loss_cls: 3.4304, loss: 3.4304, grad_norm: 1.3185 2020-10-07 22:27:18,906 - mmaction - INFO - Epoch [134][720/1413] lr: 2.816e-01, eta: 2 days, 0:02:25, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2818, top5_acc: 0.5184, loss_cls: 3.5026, loss: 3.5026, grad_norm: 1.3125 2020-10-07 22:27:38,501 - mmaction - INFO - Epoch [134][740/1413] lr: 2.816e-01, eta: 2 days, 0:02:04, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2922, top5_acc: 0.5298, loss_cls: 3.4682, loss: 3.4682, grad_norm: 1.3066 2020-10-07 22:27:58,171 - mmaction - INFO - Epoch [134][760/1413] lr: 2.816e-01, eta: 2 days, 0:01:44, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2988, top5_acc: 0.5385, loss_cls: 3.4045, loss: 3.4045, grad_norm: 1.2832 2020-10-07 22:28:17,657 - mmaction - INFO - Epoch [134][780/1413] lr: 2.816e-01, eta: 2 days, 0:01:23, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2835, top5_acc: 0.5237, loss_cls: 3.4774, loss: 3.4774, grad_norm: 1.2984 2020-10-07 22:28:37,423 - mmaction - INFO - Epoch [134][800/1413] lr: 2.816e-01, eta: 2 days, 0:01:03, time: 0.988, data_time: 0.001, memory: 8482, top1_acc: 0.2849, top5_acc: 0.5225, loss_cls: 3.5210, loss: 3.5210, grad_norm: 1.2878 2020-10-07 22:28:56,928 - mmaction - INFO - Epoch [134][820/1413] lr: 2.816e-01, eta: 2 days, 0:00:42, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2960, top5_acc: 0.5230, loss_cls: 3.4582, loss: 3.4582, grad_norm: 1.2748 2020-10-07 22:29:16,462 - mmaction - INFO - Epoch [134][840/1413] lr: 2.816e-01, eta: 2 days, 0:00:22, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2954, top5_acc: 0.5266, loss_cls: 3.4573, loss: 3.4573, grad_norm: 1.2946 2020-10-07 22:29:36,053 - mmaction - INFO - Epoch [134][860/1413] lr: 2.816e-01, eta: 2 days, 0:00:01, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2789, top5_acc: 0.5247, loss_cls: 3.4932, loss: 3.4932, grad_norm: 1.3098 2020-10-07 22:29:55,574 - mmaction - INFO - Epoch [134][880/1413] lr: 2.816e-01, eta: 1 day, 23:59:41, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2848, top5_acc: 0.5271, loss_cls: 3.4591, loss: 3.4591, grad_norm: 1.2966 2020-10-07 22:30:14,119 - mmaction - INFO - Epoch [134][900/1413] lr: 2.816e-01, eta: 1 day, 23:59:18, time: 0.927, data_time: 0.002, memory: 8482, top1_acc: 0.2922, top5_acc: 0.5332, loss_cls: 3.4459, loss: 3.4459, grad_norm: 1.2926 2020-10-07 22:30:33,835 - mmaction - INFO - Epoch [134][920/1413] lr: 2.816e-01, eta: 1 day, 23:58:58, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2954, top5_acc: 0.5306, loss_cls: 3.4190, loss: 3.4190, grad_norm: 1.2941 2020-10-07 22:30:53,382 - mmaction - INFO - Epoch [134][940/1413] lr: 2.816e-01, eta: 1 day, 23:58:37, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2967, top5_acc: 0.5361, loss_cls: 3.4413, loss: 3.4413, grad_norm: 1.2865 2020-10-07 22:31:12,979 - mmaction - INFO - Epoch [134][960/1413] lr: 2.816e-01, eta: 1 day, 23:58:17, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2807, top5_acc: 0.5263, loss_cls: 3.4811, loss: 3.4811, grad_norm: 1.2950 2020-10-07 22:31:32,547 - mmaction - INFO - Epoch [134][980/1413] lr: 2.816e-01, eta: 1 day, 23:57:56, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2866, top5_acc: 0.5193, loss_cls: 3.4881, loss: 3.4881, grad_norm: 1.2899 2020-10-07 22:31:52,088 - mmaction - INFO - Epoch [134][1000/1413] lr: 2.816e-01, eta: 1 day, 23:57:36, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2883, top5_acc: 0.5286, loss_cls: 3.4682, loss: 3.4682, grad_norm: 1.3014 2020-10-07 22:32:11,752 - mmaction - INFO - Epoch [134][1020/1413] lr: 2.816e-01, eta: 1 day, 23:57:15, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2855, top5_acc: 0.5250, loss_cls: 3.4469, loss: 3.4469, grad_norm: 1.2901 2020-10-07 22:32:31,326 - mmaction - INFO - Epoch [134][1040/1413] lr: 2.816e-01, eta: 1 day, 23:56:55, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2962, top5_acc: 0.5259, loss_cls: 3.4670, loss: 3.4670, grad_norm: 1.3070 2020-10-07 22:32:50,909 - mmaction - INFO - Epoch [134][1060/1413] lr: 2.816e-01, eta: 1 day, 23:56:34, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2871, top5_acc: 0.5272, loss_cls: 3.4752, loss: 3.4752, grad_norm: 1.3226 2020-10-07 22:33:10,493 - mmaction - INFO - Epoch [134][1080/1413] lr: 2.816e-01, eta: 1 day, 23:56:14, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2828, top5_acc: 0.5266, loss_cls: 3.4643, loss: 3.4643, grad_norm: 1.2918 2020-10-07 22:33:30,055 - mmaction - INFO - Epoch [134][1100/1413] lr: 2.816e-01, eta: 1 day, 23:55:53, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2805, top5_acc: 0.5223, loss_cls: 3.4871, loss: 3.4871, grad_norm: 1.2856 2020-10-07 22:33:49,644 - mmaction - INFO - Epoch [134][1120/1413] lr: 2.816e-01, eta: 1 day, 23:55:33, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2922, top5_acc: 0.5210, loss_cls: 3.4757, loss: 3.4757, grad_norm: 1.2710 2020-10-07 22:34:09,277 - mmaction - INFO - Epoch [134][1140/1413] lr: 2.816e-01, eta: 1 day, 23:55:12, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2983, top5_acc: 0.5359, loss_cls: 3.4479, loss: 3.4479, grad_norm: 1.3020 2020-10-07 22:34:28,774 - mmaction - INFO - Epoch [134][1160/1413] lr: 2.816e-01, eta: 1 day, 23:54:51, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2951, top5_acc: 0.5326, loss_cls: 3.4746, loss: 3.4746, grad_norm: 1.2848 2020-10-07 22:34:48,322 - mmaction - INFO - Epoch [134][1180/1413] lr: 2.816e-01, eta: 1 day, 23:54:31, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2895, top5_acc: 0.5270, loss_cls: 3.4365, loss: 3.4365, grad_norm: 1.2942 2020-10-07 22:35:07,888 - mmaction - INFO - Epoch [134][1200/1413] lr: 2.816e-01, eta: 1 day, 23:54:10, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2935, top5_acc: 0.5298, loss_cls: 3.4497, loss: 3.4497, grad_norm: 1.2860 2020-10-07 22:35:27,400 - mmaction - INFO - Epoch [134][1220/1413] lr: 2.816e-01, eta: 1 day, 23:53:50, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2956, top5_acc: 0.5283, loss_cls: 3.4567, loss: 3.4567, grad_norm: 1.2953 2020-10-07 22:35:47,091 - mmaction - INFO - Epoch [134][1240/1413] lr: 2.816e-01, eta: 1 day, 23:53:29, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2840, top5_acc: 0.5296, loss_cls: 3.4612, loss: 3.4612, grad_norm: 1.2907 2020-10-07 22:36:06,625 - mmaction - INFO - Epoch [134][1260/1413] lr: 2.816e-01, eta: 1 day, 23:53:08, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2857, top5_acc: 0.5165, loss_cls: 3.5057, loss: 3.5057, grad_norm: 1.2998 2020-10-07 22:36:26,151 - mmaction - INFO - Epoch [134][1280/1413] lr: 2.816e-01, eta: 1 day, 23:52:48, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2928, top5_acc: 0.5283, loss_cls: 3.4788, loss: 3.4788, grad_norm: 1.2921 2020-10-07 22:36:45,768 - mmaction - INFO - Epoch [134][1300/1413] lr: 2.816e-01, eta: 1 day, 23:52:27, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2876, top5_acc: 0.5275, loss_cls: 3.4547, loss: 3.4547, grad_norm: 1.3055 2020-10-07 22:37:05,393 - mmaction - INFO - Epoch [134][1320/1413] lr: 2.816e-01, eta: 1 day, 23:52:07, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2944, top5_acc: 0.5306, loss_cls: 3.4525, loss: 3.4525, grad_norm: 1.2847 2020-10-07 22:37:24,976 - mmaction - INFO - Epoch [134][1340/1413] lr: 2.816e-01, eta: 1 day, 23:51:46, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2923, top5_acc: 0.5279, loss_cls: 3.4624, loss: 3.4624, grad_norm: 1.2931 2020-10-07 22:37:44,493 - mmaction - INFO - Epoch [134][1360/1413] lr: 2.816e-01, eta: 1 day, 23:51:26, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2958, top5_acc: 0.5354, loss_cls: 3.4458, loss: 3.4458, grad_norm: 1.2918 2020-10-07 22:38:04,016 - mmaction - INFO - Epoch [134][1380/1413] lr: 2.816e-01, eta: 1 day, 23:51:05, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2996, top5_acc: 0.5363, loss_cls: 3.4453, loss: 3.4453, grad_norm: 1.2714 2020-10-07 22:38:23,595 - mmaction - INFO - Epoch [134][1400/1413] lr: 2.816e-01, eta: 1 day, 23:50:45, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2849, top5_acc: 0.5328, loss_cls: 3.4511, loss: 3.4511, grad_norm: 1.3021 2020-10-07 22:39:28,307 - mmaction - INFO - Epoch [135][20/1413] lr: 2.779e-01, eta: 1 day, 23:50:38, time: 2.583, data_time: 1.284, memory: 8482, top1_acc: 0.2988, top5_acc: 0.5299, loss_cls: 3.4444, loss: 3.4444, grad_norm: 1.3011 2020-10-07 22:39:47,701 - mmaction - INFO - Epoch [135][40/1413] lr: 2.779e-01, eta: 1 day, 23:50:17, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.2882, top5_acc: 0.5298, loss_cls: 3.4359, loss: 3.4359, grad_norm: 1.2771 2020-10-07 22:40:07,131 - mmaction - INFO - Epoch [135][60/1413] lr: 2.779e-01, eta: 1 day, 23:49:56, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.2930, top5_acc: 0.5342, loss_cls: 3.4183, loss: 3.4183, grad_norm: 1.2875 2020-10-07 22:40:26,608 - mmaction - INFO - Epoch [135][80/1413] lr: 2.779e-01, eta: 1 day, 23:49:36, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2848, top5_acc: 0.5212, loss_cls: 3.4779, loss: 3.4779, grad_norm: 1.3239 2020-10-07 22:40:46,049 - mmaction - INFO - Epoch [135][100/1413] lr: 2.779e-01, eta: 1 day, 23:49:15, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.2973, top5_acc: 0.5327, loss_cls: 3.4155, loss: 3.4155, grad_norm: 1.2918 2020-10-07 22:41:05,593 - mmaction - INFO - Epoch [135][120/1413] lr: 2.779e-01, eta: 1 day, 23:48:54, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2999, top5_acc: 0.5400, loss_cls: 3.3781, loss: 3.3781, grad_norm: 1.3027 2020-10-07 22:41:25,016 - mmaction - INFO - Epoch [135][140/1413] lr: 2.779e-01, eta: 1 day, 23:48:34, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.2917, top5_acc: 0.5264, loss_cls: 3.4476, loss: 3.4476, grad_norm: 1.3133 2020-10-07 22:41:44,600 - mmaction - INFO - Epoch [135][160/1413] lr: 2.779e-01, eta: 1 day, 23:48:13, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2902, top5_acc: 0.5292, loss_cls: 3.4324, loss: 3.4324, grad_norm: 1.2888 2020-10-07 22:42:04,099 - mmaction - INFO - Epoch [135][180/1413] lr: 2.779e-01, eta: 1 day, 23:47:52, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2918, top5_acc: 0.5281, loss_cls: 3.4568, loss: 3.4568, grad_norm: 1.2906 2020-10-07 22:42:23,760 - mmaction - INFO - Epoch [135][200/1413] lr: 2.779e-01, eta: 1 day, 23:47:32, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2975, top5_acc: 0.5387, loss_cls: 3.4021, loss: 3.4021, grad_norm: 1.2678 2020-10-07 22:42:43,279 - mmaction - INFO - Epoch [135][220/1413] lr: 2.779e-01, eta: 1 day, 23:47:11, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.2993, top5_acc: 0.5379, loss_cls: 3.4215, loss: 3.4215, grad_norm: 1.2925 2020-10-07 22:43:02,844 - mmaction - INFO - Epoch [135][240/1413] lr: 2.779e-01, eta: 1 day, 23:46:51, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2993, top5_acc: 0.5355, loss_cls: 3.4023, loss: 3.4023, grad_norm: 1.3093 2020-10-07 22:43:22,422 - mmaction - INFO - Epoch [135][260/1413] lr: 2.779e-01, eta: 1 day, 23:46:30, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2956, top5_acc: 0.5368, loss_cls: 3.4011, loss: 3.4011, grad_norm: 1.2944 2020-10-07 22:43:42,157 - mmaction - INFO - Epoch [135][280/1413] lr: 2.779e-01, eta: 1 day, 23:46:10, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3035, top5_acc: 0.5350, loss_cls: 3.4307, loss: 3.4307, grad_norm: 1.3218 2020-10-07 22:44:01,792 - mmaction - INFO - Epoch [135][300/1413] lr: 2.779e-01, eta: 1 day, 23:45:49, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2866, top5_acc: 0.5257, loss_cls: 3.4604, loss: 3.4604, grad_norm: 1.2806 2020-10-07 22:44:21,449 - mmaction - INFO - Epoch [135][320/1413] lr: 2.779e-01, eta: 1 day, 23:45:29, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2973, top5_acc: 0.5350, loss_cls: 3.4132, loss: 3.4132, grad_norm: 1.3169 2020-10-07 22:44:41,002 - mmaction - INFO - Epoch [135][340/1413] lr: 2.779e-01, eta: 1 day, 23:45:08, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2917, top5_acc: 0.5234, loss_cls: 3.4525, loss: 3.4525, grad_norm: 1.2919 2020-10-07 22:45:00,526 - mmaction - INFO - Epoch [135][360/1413] lr: 2.779e-01, eta: 1 day, 23:44:48, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2888, top5_acc: 0.5326, loss_cls: 3.4488, loss: 3.4488, grad_norm: 1.3041 2020-10-07 22:45:20,107 - mmaction - INFO - Epoch [135][380/1413] lr: 2.779e-01, eta: 1 day, 23:44:27, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2926, top5_acc: 0.5279, loss_cls: 3.4600, loss: 3.4600, grad_norm: 1.2946 2020-10-07 22:45:39,675 - mmaction - INFO - Epoch [135][400/1413] lr: 2.779e-01, eta: 1 day, 23:44:07, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2909, top5_acc: 0.5270, loss_cls: 3.4750, loss: 3.4750, grad_norm: 1.2888 2020-10-07 22:45:59,280 - mmaction - INFO - Epoch [135][420/1413] lr: 2.779e-01, eta: 1 day, 23:43:46, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2958, top5_acc: 0.5396, loss_cls: 3.4420, loss: 3.4420, grad_norm: 1.3154 2020-10-07 22:46:18,877 - mmaction - INFO - Epoch [135][440/1413] lr: 2.779e-01, eta: 1 day, 23:43:26, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2904, top5_acc: 0.5297, loss_cls: 3.4552, loss: 3.4552, grad_norm: 1.3086 2020-10-07 22:46:38,423 - mmaction - INFO - Epoch [135][460/1413] lr: 2.779e-01, eta: 1 day, 23:43:05, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2836, top5_acc: 0.5243, loss_cls: 3.4599, loss: 3.4599, grad_norm: 1.3206 2020-10-07 22:46:58,105 - mmaction - INFO - Epoch [135][480/1413] lr: 2.779e-01, eta: 1 day, 23:42:45, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2906, top5_acc: 0.5232, loss_cls: 3.4765, loss: 3.4765, grad_norm: 1.2978 2020-10-07 22:47:17,689 - mmaction - INFO - Epoch [135][500/1413] lr: 2.779e-01, eta: 1 day, 23:42:24, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2887, top5_acc: 0.5320, loss_cls: 3.4321, loss: 3.4321, grad_norm: 1.2918 2020-10-07 22:47:37,278 - mmaction - INFO - Epoch [135][520/1413] lr: 2.779e-01, eta: 1 day, 23:42:03, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2884, top5_acc: 0.5290, loss_cls: 3.4591, loss: 3.4591, grad_norm: 1.3053 2020-10-07 22:47:56,940 - mmaction - INFO - Epoch [135][540/1413] lr: 2.779e-01, eta: 1 day, 23:41:43, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2928, top5_acc: 0.5305, loss_cls: 3.4298, loss: 3.4298, grad_norm: 1.2935 2020-10-07 22:48:16,632 - mmaction - INFO - Epoch [135][560/1413] lr: 2.779e-01, eta: 1 day, 23:41:23, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2875, top5_acc: 0.5322, loss_cls: 3.4676, loss: 3.4676, grad_norm: 1.2986 2020-10-07 22:48:36,152 - mmaction - INFO - Epoch [135][580/1413] lr: 2.779e-01, eta: 1 day, 23:41:02, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2921, top5_acc: 0.5296, loss_cls: 3.4623, loss: 3.4623, grad_norm: 1.3073 2020-10-07 22:48:55,698 - mmaction - INFO - Epoch [135][600/1413] lr: 2.779e-01, eta: 1 day, 23:40:41, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2922, top5_acc: 0.5236, loss_cls: 3.4654, loss: 3.4654, grad_norm: 1.2936 2020-10-07 22:49:15,290 - mmaction - INFO - Epoch [135][620/1413] lr: 2.779e-01, eta: 1 day, 23:40:21, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2842, top5_acc: 0.5273, loss_cls: 3.4607, loss: 3.4607, grad_norm: 1.2977 2020-10-07 22:49:34,937 - mmaction - INFO - Epoch [135][640/1413] lr: 2.779e-01, eta: 1 day, 23:40:00, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2902, top5_acc: 0.5243, loss_cls: 3.4664, loss: 3.4664, grad_norm: 1.2770 2020-10-07 22:49:54,550 - mmaction - INFO - Epoch [135][660/1413] lr: 2.779e-01, eta: 1 day, 23:39:40, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2884, top5_acc: 0.5257, loss_cls: 3.4625, loss: 3.4625, grad_norm: 1.2770 2020-10-07 22:50:14,095 - mmaction - INFO - Epoch [135][680/1413] lr: 2.779e-01, eta: 1 day, 23:39:19, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2829, top5_acc: 0.5208, loss_cls: 3.4948, loss: 3.4948, grad_norm: 1.2929 2020-10-07 22:50:33,772 - mmaction - INFO - Epoch [135][700/1413] lr: 2.779e-01, eta: 1 day, 23:38:59, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2789, top5_acc: 0.5152, loss_cls: 3.4979, loss: 3.4979, grad_norm: 1.3204 2020-10-07 22:50:53,367 - mmaction - INFO - Epoch [135][720/1413] lr: 2.779e-01, eta: 1 day, 23:38:38, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2887, top5_acc: 0.5174, loss_cls: 3.5004, loss: 3.5004, grad_norm: 1.2890 2020-10-07 22:51:12,973 - mmaction - INFO - Epoch [135][740/1413] lr: 2.779e-01, eta: 1 day, 23:38:18, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2906, top5_acc: 0.5258, loss_cls: 3.4394, loss: 3.4394, grad_norm: 1.2948 2020-10-07 22:51:32,466 - mmaction - INFO - Epoch [135][760/1413] lr: 2.779e-01, eta: 1 day, 23:37:57, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2957, top5_acc: 0.5361, loss_cls: 3.4318, loss: 3.4318, grad_norm: 1.3091 2020-10-07 22:51:52,103 - mmaction - INFO - Epoch [135][780/1413] lr: 2.779e-01, eta: 1 day, 23:37:37, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2909, top5_acc: 0.5329, loss_cls: 3.4612, loss: 3.4612, grad_norm: 1.3146 2020-10-07 22:52:11,654 - mmaction - INFO - Epoch [135][800/1413] lr: 2.779e-01, eta: 1 day, 23:37:16, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3007, top5_acc: 0.5326, loss_cls: 3.4218, loss: 3.4218, grad_norm: 1.3076 2020-10-07 22:52:31,187 - mmaction - INFO - Epoch [135][820/1413] lr: 2.779e-01, eta: 1 day, 23:36:55, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2887, top5_acc: 0.5229, loss_cls: 3.4861, loss: 3.4861, grad_norm: 1.3137 2020-10-07 22:52:50,843 - mmaction - INFO - Epoch [135][840/1413] lr: 2.779e-01, eta: 1 day, 23:36:35, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2820, top5_acc: 0.5195, loss_cls: 3.4794, loss: 3.4794, grad_norm: 1.2964 2020-10-07 22:53:10,432 - mmaction - INFO - Epoch [135][860/1413] lr: 2.779e-01, eta: 1 day, 23:36:14, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2902, top5_acc: 0.5266, loss_cls: 3.4329, loss: 3.4329, grad_norm: 1.2925 2020-10-07 22:53:29,932 - mmaction - INFO - Epoch [135][880/1413] lr: 2.779e-01, eta: 1 day, 23:35:54, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2846, top5_acc: 0.5264, loss_cls: 3.4847, loss: 3.4847, grad_norm: 1.3022 2020-10-07 22:53:49,581 - mmaction - INFO - Epoch [135][900/1413] lr: 2.779e-01, eta: 1 day, 23:35:33, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2850, top5_acc: 0.5242, loss_cls: 3.4883, loss: 3.4883, grad_norm: 1.3025 2020-10-07 22:54:09,243 - mmaction - INFO - Epoch [135][920/1413] lr: 2.779e-01, eta: 1 day, 23:35:13, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2796, top5_acc: 0.5146, loss_cls: 3.5180, loss: 3.5180, grad_norm: 1.2958 2020-10-07 22:54:28,803 - mmaction - INFO - Epoch [135][940/1413] lr: 2.779e-01, eta: 1 day, 23:34:52, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2904, top5_acc: 0.5368, loss_cls: 3.4031, loss: 3.4031, grad_norm: 1.3000 2020-10-07 22:54:48,432 - mmaction - INFO - Epoch [135][960/1413] lr: 2.779e-01, eta: 1 day, 23:34:32, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2944, top5_acc: 0.5290, loss_cls: 3.4653, loss: 3.4653, grad_norm: 1.3003 2020-10-07 22:55:08,033 - mmaction - INFO - Epoch [135][980/1413] lr: 2.779e-01, eta: 1 day, 23:34:11, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2852, top5_acc: 0.5271, loss_cls: 3.4606, loss: 3.4606, grad_norm: 1.2996 2020-10-07 22:55:27,545 - mmaction - INFO - Epoch [135][1000/1413] lr: 2.779e-01, eta: 1 day, 23:33:51, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2871, top5_acc: 0.5233, loss_cls: 3.4823, loss: 3.4823, grad_norm: 1.2998 2020-10-07 22:55:47,106 - mmaction - INFO - Epoch [135][1020/1413] lr: 2.779e-01, eta: 1 day, 23:33:30, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2884, top5_acc: 0.5316, loss_cls: 3.4546, loss: 3.4546, grad_norm: 1.3159 2020-10-07 22:56:06,630 - mmaction - INFO - Epoch [135][1040/1413] lr: 2.779e-01, eta: 1 day, 23:33:10, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2915, top5_acc: 0.5294, loss_cls: 3.4410, loss: 3.4410, grad_norm: 1.3349 2020-10-07 22:56:26,173 - mmaction - INFO - Epoch [135][1060/1413] lr: 2.779e-01, eta: 1 day, 23:32:49, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2814, top5_acc: 0.5279, loss_cls: 3.4844, loss: 3.4844, grad_norm: 1.2891 2020-10-07 22:56:45,745 - mmaction - INFO - Epoch [135][1080/1413] lr: 2.779e-01, eta: 1 day, 23:32:28, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2904, top5_acc: 0.5236, loss_cls: 3.4758, loss: 3.4758, grad_norm: 1.2917 2020-10-07 22:57:05,280 - mmaction - INFO - Epoch [135][1100/1413] lr: 2.779e-01, eta: 1 day, 23:32:08, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2891, top5_acc: 0.5223, loss_cls: 3.4948, loss: 3.4948, grad_norm: 1.2865 2020-10-07 22:57:24,830 - mmaction - INFO - Epoch [135][1120/1413] lr: 2.779e-01, eta: 1 day, 23:31:47, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2936, top5_acc: 0.5301, loss_cls: 3.4652, loss: 3.4652, grad_norm: 1.3106 2020-10-07 22:57:44,304 - mmaction - INFO - Epoch [135][1140/1413] lr: 2.779e-01, eta: 1 day, 23:31:27, time: 0.974, data_time: 0.003, memory: 8482, top1_acc: 0.2833, top5_acc: 0.5169, loss_cls: 3.5026, loss: 3.5026, grad_norm: 1.3061 2020-10-07 22:58:03,832 - mmaction - INFO - Epoch [135][1160/1413] lr: 2.779e-01, eta: 1 day, 23:31:06, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2905, top5_acc: 0.5184, loss_cls: 3.4812, loss: 3.4812, grad_norm: 1.2943 2020-10-07 22:58:23,455 - mmaction - INFO - Epoch [135][1180/1413] lr: 2.779e-01, eta: 1 day, 23:30:45, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2880, top5_acc: 0.5219, loss_cls: 3.4737, loss: 3.4737, grad_norm: 1.3051 2020-10-07 22:58:43,104 - mmaction - INFO - Epoch [135][1200/1413] lr: 2.779e-01, eta: 1 day, 23:30:25, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2947, top5_acc: 0.5255, loss_cls: 3.4616, loss: 3.4616, grad_norm: 1.3025 2020-10-07 22:59:02,674 - mmaction - INFO - Epoch [135][1220/1413] lr: 2.779e-01, eta: 1 day, 23:30:04, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2957, top5_acc: 0.5332, loss_cls: 3.4434, loss: 3.4434, grad_norm: 1.2910 2020-10-07 22:59:22,222 - mmaction - INFO - Epoch [135][1240/1413] lr: 2.779e-01, eta: 1 day, 23:29:44, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2965, top5_acc: 0.5348, loss_cls: 3.4222, loss: 3.4222, grad_norm: 1.2901 2020-10-07 22:59:41,815 - mmaction - INFO - Epoch [135][1260/1413] lr: 2.779e-01, eta: 1 day, 23:29:23, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2977, top5_acc: 0.5284, loss_cls: 3.4621, loss: 3.4621, grad_norm: 1.2924 2020-10-07 23:00:01,311 - mmaction - INFO - Epoch [135][1280/1413] lr: 2.779e-01, eta: 1 day, 23:29:03, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2931, top5_acc: 0.5404, loss_cls: 3.4236, loss: 3.4236, grad_norm: 1.2953 2020-10-07 23:00:21,283 - mmaction - INFO - Epoch [135][1300/1413] lr: 2.779e-01, eta: 1 day, 23:28:43, time: 0.999, data_time: 0.003, memory: 8482, top1_acc: 0.2986, top5_acc: 0.5326, loss_cls: 3.4535, loss: 3.4535, grad_norm: 1.2955 2020-10-07 23:00:40,924 - mmaction - INFO - Epoch [135][1320/1413] lr: 2.779e-01, eta: 1 day, 23:28:22, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2857, top5_acc: 0.5255, loss_cls: 3.4752, loss: 3.4752, grad_norm: 1.3230 2020-10-07 23:01:00,479 - mmaction - INFO - Epoch [135][1340/1413] lr: 2.779e-01, eta: 1 day, 23:28:02, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2913, top5_acc: 0.5327, loss_cls: 3.4406, loss: 3.4406, grad_norm: 1.3032 2020-10-07 23:01:20,085 - mmaction - INFO - Epoch [135][1360/1413] lr: 2.779e-01, eta: 1 day, 23:27:41, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2928, top5_acc: 0.5277, loss_cls: 3.4273, loss: 3.4273, grad_norm: 1.3062 2020-10-07 23:01:39,626 - mmaction - INFO - Epoch [135][1380/1413] lr: 2.779e-01, eta: 1 day, 23:27:21, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2956, top5_acc: 0.5277, loss_cls: 3.4454, loss: 3.4454, grad_norm: 1.2935 2020-10-07 23:01:59,152 - mmaction - INFO - Epoch [135][1400/1413] lr: 2.779e-01, eta: 1 day, 23:27:00, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2930, top5_acc: 0.5352, loss_cls: 3.4474, loss: 3.4474, grad_norm: 1.2963 2020-10-07 23:03:07,973 - mmaction - INFO - Epoch [136][20/1413] lr: 2.743e-01, eta: 1 day, 23:26:57, time: 2.715, data_time: 1.539, memory: 8482, top1_acc: 0.2954, top5_acc: 0.5271, loss_cls: 3.4419, loss: 3.4419, grad_norm: 1.3079 2020-10-07 23:03:27,319 - mmaction - INFO - Epoch [136][40/1413] lr: 2.743e-01, eta: 1 day, 23:26:36, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.2940, top5_acc: 0.5341, loss_cls: 3.4267, loss: 3.4267, grad_norm: 1.2904 2020-10-07 23:03:46,838 - mmaction - INFO - Epoch [136][60/1413] lr: 2.743e-01, eta: 1 day, 23:26:15, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2882, top5_acc: 0.5250, loss_cls: 3.4493, loss: 3.4493, grad_norm: 1.3283 2020-10-07 23:04:06,388 - mmaction - INFO - Epoch [136][80/1413] lr: 2.743e-01, eta: 1 day, 23:25:55, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2941, top5_acc: 0.5371, loss_cls: 3.4143, loss: 3.4143, grad_norm: 1.2942 2020-10-07 23:04:25,988 - mmaction - INFO - Epoch [136][100/1413] lr: 2.743e-01, eta: 1 day, 23:25:34, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2937, top5_acc: 0.5395, loss_cls: 3.4280, loss: 3.4280, grad_norm: 1.2952 2020-10-07 23:04:45,670 - mmaction - INFO - Epoch [136][120/1413] lr: 2.743e-01, eta: 1 day, 23:25:14, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2952, top5_acc: 0.5341, loss_cls: 3.4360, loss: 3.4360, grad_norm: 1.3102 2020-10-07 23:05:05,293 - mmaction - INFO - Epoch [136][140/1413] lr: 2.743e-01, eta: 1 day, 23:24:53, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2924, top5_acc: 0.5259, loss_cls: 3.4566, loss: 3.4566, grad_norm: 1.3058 2020-10-07 23:05:25,052 - mmaction - INFO - Epoch [136][160/1413] lr: 2.743e-01, eta: 1 day, 23:24:33, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.3017, top5_acc: 0.5379, loss_cls: 3.4065, loss: 3.4065, grad_norm: 1.3060 2020-10-07 23:05:44,772 - mmaction - INFO - Epoch [136][180/1413] lr: 2.743e-01, eta: 1 day, 23:24:12, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2948, top5_acc: 0.5329, loss_cls: 3.4386, loss: 3.4386, grad_norm: 1.3145 2020-10-07 23:06:04,288 - mmaction - INFO - Epoch [136][200/1413] lr: 2.743e-01, eta: 1 day, 23:23:52, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2793, top5_acc: 0.5234, loss_cls: 3.4934, loss: 3.4934, grad_norm: 1.3186 2020-10-07 23:06:23,818 - mmaction - INFO - Epoch [136][220/1413] lr: 2.743e-01, eta: 1 day, 23:23:31, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2887, top5_acc: 0.5270, loss_cls: 3.4642, loss: 3.4642, grad_norm: 1.2933 2020-10-07 23:06:43,370 - mmaction - INFO - Epoch [136][240/1413] lr: 2.743e-01, eta: 1 day, 23:23:11, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2832, top5_acc: 0.5307, loss_cls: 3.4360, loss: 3.4360, grad_norm: 1.3062 2020-10-07 23:07:02,914 - mmaction - INFO - Epoch [136][260/1413] lr: 2.743e-01, eta: 1 day, 23:22:50, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2986, top5_acc: 0.5361, loss_cls: 3.3889, loss: 3.3889, grad_norm: 1.3067 2020-10-07 23:07:22,486 - mmaction - INFO - Epoch [136][280/1413] lr: 2.743e-01, eta: 1 day, 23:22:29, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2936, top5_acc: 0.5376, loss_cls: 3.4162, loss: 3.4162, grad_norm: 1.3231 2020-10-07 23:07:42,082 - mmaction - INFO - Epoch [136][300/1413] lr: 2.743e-01, eta: 1 day, 23:22:09, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2956, top5_acc: 0.5293, loss_cls: 3.4260, loss: 3.4260, grad_norm: 1.3148 2020-10-07 23:08:01,851 - mmaction - INFO - Epoch [136][320/1413] lr: 2.743e-01, eta: 1 day, 23:21:49, time: 0.988, data_time: 0.001, memory: 8482, top1_acc: 0.2960, top5_acc: 0.5367, loss_cls: 3.4016, loss: 3.4016, grad_norm: 1.2958 2020-10-07 23:08:21,436 - mmaction - INFO - Epoch [136][340/1413] lr: 2.743e-01, eta: 1 day, 23:21:28, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2898, top5_acc: 0.5296, loss_cls: 3.4498, loss: 3.4498, grad_norm: 1.3221 2020-10-07 23:08:41,191 - mmaction - INFO - Epoch [136][360/1413] lr: 2.743e-01, eta: 1 day, 23:21:08, time: 0.988, data_time: 0.001, memory: 8482, top1_acc: 0.3004, top5_acc: 0.5309, loss_cls: 3.4304, loss: 3.4304, grad_norm: 1.3025 2020-10-07 23:09:00,960 - mmaction - INFO - Epoch [136][380/1413] lr: 2.743e-01, eta: 1 day, 23:20:48, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2945, top5_acc: 0.5219, loss_cls: 3.4775, loss: 3.4775, grad_norm: 1.3242 2020-10-07 23:09:20,491 - mmaction - INFO - Epoch [136][400/1413] lr: 2.743e-01, eta: 1 day, 23:20:27, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2961, top5_acc: 0.5316, loss_cls: 3.4402, loss: 3.4402, grad_norm: 1.3110 2020-10-07 23:09:39,987 - mmaction - INFO - Epoch [136][420/1413] lr: 2.743e-01, eta: 1 day, 23:20:06, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2908, top5_acc: 0.5264, loss_cls: 3.4533, loss: 3.4533, grad_norm: 1.3255 2020-10-07 23:09:59,551 - mmaction - INFO - Epoch [136][440/1413] lr: 2.743e-01, eta: 1 day, 23:19:46, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2909, top5_acc: 0.5211, loss_cls: 3.4802, loss: 3.4802, grad_norm: 1.3100 2020-10-07 23:10:19,201 - mmaction - INFO - Epoch [136][460/1413] lr: 2.743e-01, eta: 1 day, 23:19:25, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3047, top5_acc: 0.5319, loss_cls: 3.4254, loss: 3.4254, grad_norm: 1.3162 2020-10-07 23:10:38,774 - mmaction - INFO - Epoch [136][480/1413] lr: 2.743e-01, eta: 1 day, 23:19:05, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2926, top5_acc: 0.5286, loss_cls: 3.4347, loss: 3.4347, grad_norm: 1.2987 2020-10-07 23:10:58,336 - mmaction - INFO - Epoch [136][500/1413] lr: 2.743e-01, eta: 1 day, 23:18:44, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2924, top5_acc: 0.5264, loss_cls: 3.4422, loss: 3.4422, grad_norm: 1.2957 2020-10-07 23:11:17,953 - mmaction - INFO - Epoch [136][520/1413] lr: 2.743e-01, eta: 1 day, 23:18:24, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2901, top5_acc: 0.5327, loss_cls: 3.4604, loss: 3.4604, grad_norm: 1.2994 2020-10-07 23:11:37,633 - mmaction - INFO - Epoch [136][540/1413] lr: 2.743e-01, eta: 1 day, 23:18:03, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2960, top5_acc: 0.5355, loss_cls: 3.4040, loss: 3.4040, grad_norm: 1.2992 2020-10-07 23:11:57,278 - mmaction - INFO - Epoch [136][560/1413] lr: 2.743e-01, eta: 1 day, 23:17:43, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2928, top5_acc: 0.5299, loss_cls: 3.4618, loss: 3.4618, grad_norm: 1.2980 2020-10-07 23:12:16,913 - mmaction - INFO - Epoch [136][580/1413] lr: 2.743e-01, eta: 1 day, 23:17:22, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2924, top5_acc: 0.5305, loss_cls: 3.4339, loss: 3.4339, grad_norm: 1.3106 2020-10-07 23:12:36,486 - mmaction - INFO - Epoch [136][600/1413] lr: 2.743e-01, eta: 1 day, 23:17:02, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2906, top5_acc: 0.5289, loss_cls: 3.4463, loss: 3.4463, grad_norm: 1.3164 2020-10-07 23:12:56,077 - mmaction - INFO - Epoch [136][620/1413] lr: 2.743e-01, eta: 1 day, 23:16:41, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2867, top5_acc: 0.5298, loss_cls: 3.4636, loss: 3.4636, grad_norm: 1.3110 2020-10-07 23:13:15,580 - mmaction - INFO - Epoch [136][640/1413] lr: 2.743e-01, eta: 1 day, 23:16:21, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2958, top5_acc: 0.5268, loss_cls: 3.4601, loss: 3.4601, grad_norm: 1.3057 2020-10-07 23:13:35,229 - mmaction - INFO - Epoch [136][660/1413] lr: 2.743e-01, eta: 1 day, 23:16:00, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3034, top5_acc: 0.5359, loss_cls: 3.3986, loss: 3.3986, grad_norm: 1.2861 2020-10-07 23:13:54,850 - mmaction - INFO - Epoch [136][680/1413] lr: 2.743e-01, eta: 1 day, 23:15:40, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2853, top5_acc: 0.5232, loss_cls: 3.5020, loss: 3.5020, grad_norm: 1.3082 2020-10-07 23:14:14,492 - mmaction - INFO - Epoch [136][700/1413] lr: 2.743e-01, eta: 1 day, 23:15:19, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2875, top5_acc: 0.5257, loss_cls: 3.4455, loss: 3.4455, grad_norm: 1.2939 2020-10-07 23:14:34,162 - mmaction - INFO - Epoch [136][720/1413] lr: 2.743e-01, eta: 1 day, 23:14:59, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2971, top5_acc: 0.5392, loss_cls: 3.4060, loss: 3.4060, grad_norm: 1.2976 2020-10-07 23:14:53,713 - mmaction - INFO - Epoch [136][740/1413] lr: 2.743e-01, eta: 1 day, 23:14:38, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2918, top5_acc: 0.5293, loss_cls: 3.4571, loss: 3.4571, grad_norm: 1.3180 2020-10-07 23:15:13,293 - mmaction - INFO - Epoch [136][760/1413] lr: 2.743e-01, eta: 1 day, 23:14:18, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2853, top5_acc: 0.5292, loss_cls: 3.4761, loss: 3.4761, grad_norm: 1.3086 2020-10-07 23:15:32,810 - mmaction - INFO - Epoch [136][780/1413] lr: 2.743e-01, eta: 1 day, 23:13:57, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2947, top5_acc: 0.5341, loss_cls: 3.4100, loss: 3.4100, grad_norm: 1.3093 2020-10-07 23:15:52,411 - mmaction - INFO - Epoch [136][800/1413] lr: 2.743e-01, eta: 1 day, 23:13:37, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2978, top5_acc: 0.5344, loss_cls: 3.4376, loss: 3.4376, grad_norm: 1.3164 2020-10-07 23:16:12,015 - mmaction - INFO - Epoch [136][820/1413] lr: 2.743e-01, eta: 1 day, 23:13:16, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2999, top5_acc: 0.5353, loss_cls: 3.4379, loss: 3.4379, grad_norm: 1.3060 2020-10-07 23:16:31,671 - mmaction - INFO - Epoch [136][840/1413] lr: 2.743e-01, eta: 1 day, 23:12:56, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2935, top5_acc: 0.5357, loss_cls: 3.4275, loss: 3.4275, grad_norm: 1.2885 2020-10-07 23:16:51,428 - mmaction - INFO - Epoch [136][860/1413] lr: 2.743e-01, eta: 1 day, 23:12:35, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.2883, top5_acc: 0.5313, loss_cls: 3.4187, loss: 3.4187, grad_norm: 1.3094 2020-10-07 23:17:11,040 - mmaction - INFO - Epoch [136][880/1413] lr: 2.743e-01, eta: 1 day, 23:12:15, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2964, top5_acc: 0.5277, loss_cls: 3.4369, loss: 3.4369, grad_norm: 1.3043 2020-10-07 23:17:30,664 - mmaction - INFO - Epoch [136][900/1413] lr: 2.743e-01, eta: 1 day, 23:11:54, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2984, top5_acc: 0.5352, loss_cls: 3.4247, loss: 3.4247, grad_norm: 1.3076 2020-10-07 23:17:50,253 - mmaction - INFO - Epoch [136][920/1413] lr: 2.743e-01, eta: 1 day, 23:11:34, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2891, top5_acc: 0.5302, loss_cls: 3.4500, loss: 3.4500, grad_norm: 1.2929 2020-10-07 23:18:09,864 - mmaction - INFO - Epoch [136][940/1413] lr: 2.743e-01, eta: 1 day, 23:11:13, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2939, top5_acc: 0.5326, loss_cls: 3.4429, loss: 3.4429, grad_norm: 1.3078 2020-10-07 23:18:29,388 - mmaction - INFO - Epoch [136][960/1413] lr: 2.743e-01, eta: 1 day, 23:10:53, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2990, top5_acc: 0.5332, loss_cls: 3.4267, loss: 3.4267, grad_norm: 1.3207 2020-10-07 23:18:49,117 - mmaction - INFO - Epoch [136][980/1413] lr: 2.743e-01, eta: 1 day, 23:10:33, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2991, top5_acc: 0.5376, loss_cls: 3.4172, loss: 3.4172, grad_norm: 1.2900 2020-10-07 23:19:08,753 - mmaction - INFO - Epoch [136][1000/1413] lr: 2.743e-01, eta: 1 day, 23:10:12, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2930, top5_acc: 0.5331, loss_cls: 3.4126, loss: 3.4126, grad_norm: 1.3027 2020-10-07 23:19:28,388 - mmaction - INFO - Epoch [136][1020/1413] lr: 2.743e-01, eta: 1 day, 23:09:52, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2957, top5_acc: 0.5376, loss_cls: 3.4225, loss: 3.4225, grad_norm: 1.3133 2020-10-07 23:19:47,992 - mmaction - INFO - Epoch [136][1040/1413] lr: 2.743e-01, eta: 1 day, 23:09:31, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3049, top5_acc: 0.5413, loss_cls: 3.3908, loss: 3.3908, grad_norm: 1.3173 2020-10-07 23:20:07,605 - mmaction - INFO - Epoch [136][1060/1413] lr: 2.743e-01, eta: 1 day, 23:09:11, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2836, top5_acc: 0.5286, loss_cls: 3.4735, loss: 3.4735, grad_norm: 1.2972 2020-10-07 23:20:27,194 - mmaction - INFO - Epoch [136][1080/1413] lr: 2.743e-01, eta: 1 day, 23:08:50, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2909, top5_acc: 0.5296, loss_cls: 3.4290, loss: 3.4290, grad_norm: 1.3005 2020-10-07 23:20:46,780 - mmaction - INFO - Epoch [136][1100/1413] lr: 2.743e-01, eta: 1 day, 23:08:30, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2943, top5_acc: 0.5283, loss_cls: 3.4473, loss: 3.4473, grad_norm: 1.3011 2020-10-07 23:21:06,403 - mmaction - INFO - Epoch [136][1120/1413] lr: 2.743e-01, eta: 1 day, 23:08:09, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3009, top5_acc: 0.5392, loss_cls: 3.4099, loss: 3.4099, grad_norm: 1.3036 2020-10-07 23:21:25,984 - mmaction - INFO - Epoch [136][1140/1413] lr: 2.743e-01, eta: 1 day, 23:07:49, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2918, top5_acc: 0.5181, loss_cls: 3.4852, loss: 3.4852, grad_norm: 1.3183 2020-10-07 23:21:45,556 - mmaction - INFO - Epoch [136][1160/1413] lr: 2.743e-01, eta: 1 day, 23:07:28, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2952, top5_acc: 0.5290, loss_cls: 3.4422, loss: 3.4422, grad_norm: 1.2981 2020-10-07 23:22:05,218 - mmaction - INFO - Epoch [136][1180/1413] lr: 2.743e-01, eta: 1 day, 23:07:08, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2921, top5_acc: 0.5276, loss_cls: 3.4458, loss: 3.4458, grad_norm: 1.3189 2020-10-07 23:22:24,910 - mmaction - INFO - Epoch [136][1200/1413] lr: 2.743e-01, eta: 1 day, 23:06:47, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2944, top5_acc: 0.5292, loss_cls: 3.4257, loss: 3.4257, grad_norm: 1.2984 2020-10-07 23:22:44,536 - mmaction - INFO - Epoch [136][1220/1413] lr: 2.743e-01, eta: 1 day, 23:06:27, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2902, top5_acc: 0.5328, loss_cls: 3.4415, loss: 3.4415, grad_norm: 1.3029 2020-10-07 23:23:04,157 - mmaction - INFO - Epoch [136][1240/1413] lr: 2.743e-01, eta: 1 day, 23:06:06, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2896, top5_acc: 0.5224, loss_cls: 3.4643, loss: 3.4643, grad_norm: 1.2938 2020-10-07 23:23:23,708 - mmaction - INFO - Epoch [136][1260/1413] lr: 2.743e-01, eta: 1 day, 23:05:46, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2956, top5_acc: 0.5355, loss_cls: 3.4279, loss: 3.4279, grad_norm: 1.3292 2020-10-07 23:23:43,340 - mmaction - INFO - Epoch [136][1280/1413] lr: 2.743e-01, eta: 1 day, 23:05:25, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2844, top5_acc: 0.5259, loss_cls: 3.4937, loss: 3.4937, grad_norm: 1.3127 2020-10-07 23:24:02,978 - mmaction - INFO - Epoch [136][1300/1413] lr: 2.743e-01, eta: 1 day, 23:05:05, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2944, top5_acc: 0.5371, loss_cls: 3.4064, loss: 3.4064, grad_norm: 1.3137 2020-10-07 23:24:22,576 - mmaction - INFO - Epoch [136][1320/1413] lr: 2.743e-01, eta: 1 day, 23:04:44, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2852, top5_acc: 0.5241, loss_cls: 3.4731, loss: 3.4731, grad_norm: 1.3066 2020-10-07 23:24:42,176 - mmaction - INFO - Epoch [136][1340/1413] lr: 2.743e-01, eta: 1 day, 23:04:24, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3004, top5_acc: 0.5388, loss_cls: 3.4123, loss: 3.4123, grad_norm: 1.2937 2020-10-07 23:25:01,797 - mmaction - INFO - Epoch [136][1360/1413] lr: 2.743e-01, eta: 1 day, 23:04:03, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2984, top5_acc: 0.5336, loss_cls: 3.4272, loss: 3.4272, grad_norm: 1.3067 2020-10-07 23:25:21,350 - mmaction - INFO - Epoch [136][1380/1413] lr: 2.743e-01, eta: 1 day, 23:03:43, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2910, top5_acc: 0.5184, loss_cls: 3.4922, loss: 3.4922, grad_norm: 1.3009 2020-10-07 23:25:40,976 - mmaction - INFO - Epoch [136][1400/1413] lr: 2.743e-01, eta: 1 day, 23:03:22, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2841, top5_acc: 0.5159, loss_cls: 3.5099, loss: 3.5099, grad_norm: 1.3090 2020-10-07 23:25:54,140 - mmaction - INFO - Saving checkpoint at 136 epochs 2020-10-07 23:27:18,504 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-07 23:27:21,048 - mmaction - INFO - top1_acc 0.2930 top5_acc 0.5380 2020-10-07 23:27:21,048 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-07 23:27:21,187 - mmaction - INFO - mean_acc 0.2930 2020-10-07 23:27:21,187 - mmaction - INFO - Now best checkpoint is epoch_136.pth 2020-10-07 23:27:21,215 - mmaction - INFO - Epoch(val) [136][1413] top1_acc: 0.2930, top5_acc: 0.5380, mean_class_accuracy: 0.2930 2020-10-07 23:28:06,923 - mmaction - INFO - Epoch [137][20/1413] lr: 2.706e-01, eta: 1 day, 23:03:07, time: 2.280, data_time: 1.234, memory: 8482, top1_acc: 0.3023, top5_acc: 0.5353, loss_cls: 3.4128, loss: 3.4128, grad_norm: 1.2936 2020-10-07 23:28:26,237 - mmaction - INFO - Epoch [137][40/1413] lr: 2.706e-01, eta: 1 day, 23:02:46, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.3004, top5_acc: 0.5366, loss_cls: 3.4058, loss: 3.4058, grad_norm: 1.2875 2020-10-07 23:28:45,680 - mmaction - INFO - Epoch [137][60/1413] lr: 2.706e-01, eta: 1 day, 23:02:25, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2964, top5_acc: 0.5400, loss_cls: 3.4066, loss: 3.4066, grad_norm: 1.2914 2020-10-07 23:29:05,364 - mmaction - INFO - Epoch [137][80/1413] lr: 2.706e-01, eta: 1 day, 23:02:05, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2965, top5_acc: 0.5357, loss_cls: 3.4072, loss: 3.4072, grad_norm: 1.3104 2020-10-07 23:29:25,005 - mmaction - INFO - Epoch [137][100/1413] lr: 2.706e-01, eta: 1 day, 23:01:44, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2923, top5_acc: 0.5281, loss_cls: 3.4461, loss: 3.4461, grad_norm: 1.3221 2020-10-07 23:29:44,616 - mmaction - INFO - Epoch [137][120/1413] lr: 2.706e-01, eta: 1 day, 23:01:24, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2991, top5_acc: 0.5415, loss_cls: 3.3635, loss: 3.3635, grad_norm: 1.3086 2020-10-07 23:30:04,153 - mmaction - INFO - Epoch [137][140/1413] lr: 2.706e-01, eta: 1 day, 23:01:03, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2986, top5_acc: 0.5345, loss_cls: 3.4178, loss: 3.4178, grad_norm: 1.3232 2020-10-07 23:30:22,930 - mmaction - INFO - Epoch [137][160/1413] lr: 2.706e-01, eta: 1 day, 23:00:42, time: 0.939, data_time: 0.002, memory: 8482, top1_acc: 0.3003, top5_acc: 0.5404, loss_cls: 3.4014, loss: 3.4014, grad_norm: 1.3092 2020-10-07 23:30:42,462 - mmaction - INFO - Epoch [137][180/1413] lr: 2.706e-01, eta: 1 day, 23:00:21, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2888, top5_acc: 0.5251, loss_cls: 3.4470, loss: 3.4470, grad_norm: 1.3114 2020-10-07 23:31:02,155 - mmaction - INFO - Epoch [137][200/1413] lr: 2.706e-01, eta: 1 day, 23:00:01, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2975, top5_acc: 0.5410, loss_cls: 3.3808, loss: 3.3808, grad_norm: 1.3118 2020-10-07 23:31:21,769 - mmaction - INFO - Epoch [137][220/1413] lr: 2.706e-01, eta: 1 day, 22:59:40, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3018, top5_acc: 0.5361, loss_cls: 3.4199, loss: 3.4199, grad_norm: 1.3223 2020-10-07 23:31:41,350 - mmaction - INFO - Epoch [137][240/1413] lr: 2.706e-01, eta: 1 day, 22:59:20, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2794, top5_acc: 0.5238, loss_cls: 3.4820, loss: 3.4820, grad_norm: 1.3202 2020-10-07 23:32:00,968 - mmaction - INFO - Epoch [137][260/1413] lr: 2.706e-01, eta: 1 day, 22:58:59, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2992, top5_acc: 0.5378, loss_cls: 3.4221, loss: 3.4221, grad_norm: 1.3128 2020-10-07 23:32:20,525 - mmaction - INFO - Epoch [137][280/1413] lr: 2.706e-01, eta: 1 day, 22:58:39, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2927, top5_acc: 0.5344, loss_cls: 3.4245, loss: 3.4245, grad_norm: 1.3210 2020-10-07 23:32:40,278 - mmaction - INFO - Epoch [137][300/1413] lr: 2.706e-01, eta: 1 day, 22:58:18, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.2999, top5_acc: 0.5374, loss_cls: 3.4081, loss: 3.4081, grad_norm: 1.3167 2020-10-07 23:32:59,841 - mmaction - INFO - Epoch [137][320/1413] lr: 2.706e-01, eta: 1 day, 22:57:58, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2965, top5_acc: 0.5284, loss_cls: 3.4500, loss: 3.4500, grad_norm: 1.3354 2020-10-07 23:33:19,342 - mmaction - INFO - Epoch [137][340/1413] lr: 2.706e-01, eta: 1 day, 22:57:37, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2889, top5_acc: 0.5284, loss_cls: 3.4677, loss: 3.4677, grad_norm: 1.3305 2020-10-07 23:33:38,944 - mmaction - INFO - Epoch [137][360/1413] lr: 2.706e-01, eta: 1 day, 22:57:17, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2952, top5_acc: 0.5271, loss_cls: 3.4559, loss: 3.4559, grad_norm: 1.3252 2020-10-07 23:33:58,538 - mmaction - INFO - Epoch [137][380/1413] lr: 2.706e-01, eta: 1 day, 22:56:56, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2949, top5_acc: 0.5284, loss_cls: 3.4378, loss: 3.4378, grad_norm: 1.3133 2020-10-07 23:34:18,111 - mmaction - INFO - Epoch [137][400/1413] lr: 2.706e-01, eta: 1 day, 22:56:36, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2988, top5_acc: 0.5344, loss_cls: 3.4133, loss: 3.4133, grad_norm: 1.3262 2020-10-07 23:34:37,679 - mmaction - INFO - Epoch [137][420/1413] lr: 2.706e-01, eta: 1 day, 22:56:15, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2973, top5_acc: 0.5267, loss_cls: 3.4408, loss: 3.4408, grad_norm: 1.3289 2020-10-07 23:34:57,382 - mmaction - INFO - Epoch [137][440/1413] lr: 2.706e-01, eta: 1 day, 22:55:55, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2919, top5_acc: 0.5292, loss_cls: 3.4406, loss: 3.4406, grad_norm: 1.3219 2020-10-07 23:35:16,911 - mmaction - INFO - Epoch [137][460/1413] lr: 2.706e-01, eta: 1 day, 22:55:34, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2980, top5_acc: 0.5365, loss_cls: 3.4249, loss: 3.4249, grad_norm: 1.3256 2020-10-07 23:35:36,586 - mmaction - INFO - Epoch [137][480/1413] lr: 2.706e-01, eta: 1 day, 22:55:14, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2911, top5_acc: 0.5267, loss_cls: 3.4410, loss: 3.4410, grad_norm: 1.3474 2020-10-07 23:35:56,253 - mmaction - INFO - Epoch [137][500/1413] lr: 2.706e-01, eta: 1 day, 22:54:53, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2900, top5_acc: 0.5264, loss_cls: 3.4603, loss: 3.4603, grad_norm: 1.3129 2020-10-07 23:36:15,826 - mmaction - INFO - Epoch [137][520/1413] lr: 2.706e-01, eta: 1 day, 22:54:33, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2908, top5_acc: 0.5259, loss_cls: 3.4554, loss: 3.4554, grad_norm: 1.3285 2020-10-07 23:36:35,442 - mmaction - INFO - Epoch [137][540/1413] lr: 2.706e-01, eta: 1 day, 22:54:12, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2893, top5_acc: 0.5285, loss_cls: 3.4402, loss: 3.4402, grad_norm: 1.3127 2020-10-07 23:36:55,063 - mmaction - INFO - Epoch [137][560/1413] lr: 2.706e-01, eta: 1 day, 22:53:52, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2913, top5_acc: 0.5210, loss_cls: 3.4727, loss: 3.4727, grad_norm: 1.3121 2020-10-07 23:37:14,693 - mmaction - INFO - Epoch [137][580/1413] lr: 2.706e-01, eta: 1 day, 22:53:31, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2953, top5_acc: 0.5384, loss_cls: 3.4243, loss: 3.4243, grad_norm: 1.3264 2020-10-07 23:37:34,173 - mmaction - INFO - Epoch [137][600/1413] lr: 2.706e-01, eta: 1 day, 22:53:11, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.2997, top5_acc: 0.5357, loss_cls: 3.4268, loss: 3.4268, grad_norm: 1.2927 2020-10-07 23:37:53,758 - mmaction - INFO - Epoch [137][620/1413] lr: 2.706e-01, eta: 1 day, 22:52:50, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2967, top5_acc: 0.5436, loss_cls: 3.4040, loss: 3.4040, grad_norm: 1.3177 2020-10-07 23:38:13,374 - mmaction - INFO - Epoch [137][640/1413] lr: 2.706e-01, eta: 1 day, 22:52:30, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2927, top5_acc: 0.5276, loss_cls: 3.4669, loss: 3.4669, grad_norm: 1.2901 2020-10-07 23:38:32,971 - mmaction - INFO - Epoch [137][660/1413] lr: 2.706e-01, eta: 1 day, 22:52:09, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3003, top5_acc: 0.5372, loss_cls: 3.4238, loss: 3.4238, grad_norm: 1.3206 2020-10-07 23:38:52,653 - mmaction - INFO - Epoch [137][680/1413] lr: 2.706e-01, eta: 1 day, 22:51:49, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3042, top5_acc: 0.5357, loss_cls: 3.4229, loss: 3.4229, grad_norm: 1.2985 2020-10-07 23:39:12,380 - mmaction - INFO - Epoch [137][700/1413] lr: 2.706e-01, eta: 1 day, 22:51:28, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2863, top5_acc: 0.5266, loss_cls: 3.4718, loss: 3.4718, grad_norm: 1.3290 2020-10-07 23:39:31,906 - mmaction - INFO - Epoch [137][720/1413] lr: 2.706e-01, eta: 1 day, 22:51:08, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2900, top5_acc: 0.5316, loss_cls: 3.4492, loss: 3.4492, grad_norm: 1.3094 2020-10-07 23:39:51,495 - mmaction - INFO - Epoch [137][740/1413] lr: 2.706e-01, eta: 1 day, 22:50:47, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2961, top5_acc: 0.5318, loss_cls: 3.4496, loss: 3.4496, grad_norm: 1.3220 2020-10-07 23:40:11,090 - mmaction - INFO - Epoch [137][760/1413] lr: 2.706e-01, eta: 1 day, 22:50:27, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2908, top5_acc: 0.5293, loss_cls: 3.4380, loss: 3.4380, grad_norm: 1.3273 2020-10-07 23:40:30,660 - mmaction - INFO - Epoch [137][780/1413] lr: 2.706e-01, eta: 1 day, 22:50:06, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2891, top5_acc: 0.5328, loss_cls: 3.4374, loss: 3.4374, grad_norm: 1.3285 2020-10-07 23:40:50,339 - mmaction - INFO - Epoch [137][800/1413] lr: 2.706e-01, eta: 1 day, 22:49:46, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2923, top5_acc: 0.5275, loss_cls: 3.4649, loss: 3.4649, grad_norm: 1.3091 2020-10-07 23:41:10,030 - mmaction - INFO - Epoch [137][820/1413] lr: 2.706e-01, eta: 1 day, 22:49:26, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3003, top5_acc: 0.5419, loss_cls: 3.3868, loss: 3.3868, grad_norm: 1.3198 2020-10-07 23:41:29,757 - mmaction - INFO - Epoch [137][840/1413] lr: 2.706e-01, eta: 1 day, 22:49:05, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2880, top5_acc: 0.5297, loss_cls: 3.4629, loss: 3.4629, grad_norm: 1.3160 2020-10-07 23:41:49,444 - mmaction - INFO - Epoch [137][860/1413] lr: 2.706e-01, eta: 1 day, 22:48:45, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2845, top5_acc: 0.5228, loss_cls: 3.4594, loss: 3.4594, grad_norm: 1.3230 2020-10-07 23:42:09,102 - mmaction - INFO - Epoch [137][880/1413] lr: 2.706e-01, eta: 1 day, 22:48:24, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2945, top5_acc: 0.5267, loss_cls: 3.4496, loss: 3.4496, grad_norm: 1.3178 2020-10-07 23:42:28,799 - mmaction - INFO - Epoch [137][900/1413] lr: 2.706e-01, eta: 1 day, 22:48:04, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2901, top5_acc: 0.5318, loss_cls: 3.4507, loss: 3.4507, grad_norm: 1.3128 2020-10-07 23:42:48,356 - mmaction - INFO - Epoch [137][920/1413] lr: 2.706e-01, eta: 1 day, 22:47:44, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2924, top5_acc: 0.5297, loss_cls: 3.4493, loss: 3.4493, grad_norm: 1.3175 2020-10-07 23:43:07,955 - mmaction - INFO - Epoch [137][940/1413] lr: 2.706e-01, eta: 1 day, 22:47:23, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2934, top5_acc: 0.5232, loss_cls: 3.4617, loss: 3.4617, grad_norm: 1.3245 2020-10-07 23:43:27,559 - mmaction - INFO - Epoch [137][960/1413] lr: 2.706e-01, eta: 1 day, 22:47:03, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2969, top5_acc: 0.5335, loss_cls: 3.4249, loss: 3.4249, grad_norm: 1.3022 2020-10-07 23:43:47,076 - mmaction - INFO - Epoch [137][980/1413] lr: 2.706e-01, eta: 1 day, 22:46:42, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2846, top5_acc: 0.5324, loss_cls: 3.4459, loss: 3.4459, grad_norm: 1.3192 2020-10-07 23:44:06,677 - mmaction - INFO - Epoch [137][1000/1413] lr: 2.706e-01, eta: 1 day, 22:46:21, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2969, top5_acc: 0.5408, loss_cls: 3.4129, loss: 3.4129, grad_norm: 1.3232 2020-10-07 23:44:26,247 - mmaction - INFO - Epoch [137][1020/1413] lr: 2.706e-01, eta: 1 day, 22:46:01, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2880, top5_acc: 0.5251, loss_cls: 3.4340, loss: 3.4340, grad_norm: 1.3221 2020-10-07 23:44:45,876 - mmaction - INFO - Epoch [137][1040/1413] lr: 2.706e-01, eta: 1 day, 22:45:41, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2919, top5_acc: 0.5232, loss_cls: 3.4637, loss: 3.4637, grad_norm: 1.3396 2020-10-07 23:45:05,519 - mmaction - INFO - Epoch [137][1060/1413] lr: 2.706e-01, eta: 1 day, 22:45:20, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2980, top5_acc: 0.5259, loss_cls: 3.4302, loss: 3.4302, grad_norm: 1.3032 2020-10-07 23:45:25,192 - mmaction - INFO - Epoch [137][1080/1413] lr: 2.706e-01, eta: 1 day, 22:45:00, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2911, top5_acc: 0.5276, loss_cls: 3.4232, loss: 3.4232, grad_norm: 1.3014 2020-10-07 23:45:44,730 - mmaction - INFO - Epoch [137][1100/1413] lr: 2.706e-01, eta: 1 day, 22:44:39, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2897, top5_acc: 0.5279, loss_cls: 3.4555, loss: 3.4555, grad_norm: 1.3145 2020-10-07 23:46:04,319 - mmaction - INFO - Epoch [137][1120/1413] lr: 2.706e-01, eta: 1 day, 22:44:19, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2926, top5_acc: 0.5305, loss_cls: 3.4346, loss: 3.4346, grad_norm: 1.3313 2020-10-07 23:46:23,797 - mmaction - INFO - Epoch [137][1140/1413] lr: 2.706e-01, eta: 1 day, 22:43:58, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.2995, top5_acc: 0.5299, loss_cls: 3.4360, loss: 3.4360, grad_norm: 1.2874 2020-10-07 23:46:43,450 - mmaction - INFO - Epoch [137][1160/1413] lr: 2.706e-01, eta: 1 day, 22:43:38, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2876, top5_acc: 0.5234, loss_cls: 3.4526, loss: 3.4526, grad_norm: 1.2943 2020-10-07 23:47:03,002 - mmaction - INFO - Epoch [137][1180/1413] lr: 2.706e-01, eta: 1 day, 22:43:17, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2902, top5_acc: 0.5344, loss_cls: 3.4410, loss: 3.4410, grad_norm: 1.3098 2020-10-07 23:47:22,657 - mmaction - INFO - Epoch [137][1200/1413] lr: 2.706e-01, eta: 1 day, 22:42:57, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2921, top5_acc: 0.5247, loss_cls: 3.4646, loss: 3.4646, grad_norm: 1.3114 2020-10-07 23:47:42,265 - mmaction - INFO - Epoch [137][1220/1413] lr: 2.706e-01, eta: 1 day, 22:42:36, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2961, top5_acc: 0.5294, loss_cls: 3.4381, loss: 3.4381, grad_norm: 1.3004 2020-10-07 23:48:01,807 - mmaction - INFO - Epoch [137][1240/1413] lr: 2.706e-01, eta: 1 day, 22:42:16, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2997, top5_acc: 0.5322, loss_cls: 3.4207, loss: 3.4207, grad_norm: 1.3105 2020-10-07 23:48:21,349 - mmaction - INFO - Epoch [137][1260/1413] lr: 2.706e-01, eta: 1 day, 22:41:55, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2945, top5_acc: 0.5333, loss_cls: 3.4418, loss: 3.4418, grad_norm: 1.2990 2020-10-07 23:48:40,994 - mmaction - INFO - Epoch [137][1280/1413] lr: 2.706e-01, eta: 1 day, 22:41:35, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2960, top5_acc: 0.5349, loss_cls: 3.4261, loss: 3.4261, grad_norm: 1.3148 2020-10-07 23:49:00,594 - mmaction - INFO - Epoch [137][1300/1413] lr: 2.706e-01, eta: 1 day, 22:41:14, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2949, top5_acc: 0.5464, loss_cls: 3.4094, loss: 3.4094, grad_norm: 1.3323 2020-10-07 23:49:20,060 - mmaction - INFO - Epoch [137][1320/1413] lr: 2.706e-01, eta: 1 day, 22:40:53, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2888, top5_acc: 0.5318, loss_cls: 3.4536, loss: 3.4536, grad_norm: 1.3439 2020-10-07 23:49:39,672 - mmaction - INFO - Epoch [137][1340/1413] lr: 2.706e-01, eta: 1 day, 22:40:33, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2857, top5_acc: 0.5257, loss_cls: 3.4667, loss: 3.4667, grad_norm: 1.3001 2020-10-07 23:49:59,315 - mmaction - INFO - Epoch [137][1360/1413] lr: 2.706e-01, eta: 1 day, 22:40:13, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2974, top5_acc: 0.5323, loss_cls: 3.4250, loss: 3.4250, grad_norm: 1.3388 2020-10-07 23:50:18,973 - mmaction - INFO - Epoch [137][1380/1413] lr: 2.706e-01, eta: 1 day, 22:39:52, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2872, top5_acc: 0.5156, loss_cls: 3.5227, loss: 3.5227, grad_norm: 1.3074 2020-10-07 23:50:38,480 - mmaction - INFO - Epoch [137][1400/1413] lr: 2.706e-01, eta: 1 day, 22:39:32, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2954, top5_acc: 0.5290, loss_cls: 3.4309, loss: 3.4309, grad_norm: 1.3103 2020-10-07 23:51:42,352 - mmaction - INFO - Epoch [138][20/1413] lr: 2.669e-01, eta: 1 day, 22:39:22, time: 2.531, data_time: 1.506, memory: 8482, top1_acc: 0.3018, top5_acc: 0.5432, loss_cls: 3.3634, loss: 3.3634, grad_norm: 1.3235 2020-10-07 23:52:01,727 - mmaction - INFO - Epoch [138][40/1413] lr: 2.669e-01, eta: 1 day, 22:39:01, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.2949, top5_acc: 0.5284, loss_cls: 3.4350, loss: 3.4350, grad_norm: 1.3171 2020-10-07 23:52:21,264 - mmaction - INFO - Epoch [138][60/1413] lr: 2.669e-01, eta: 1 day, 22:38:41, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2969, top5_acc: 0.5361, loss_cls: 3.4069, loss: 3.4069, grad_norm: 1.2969 2020-10-07 23:52:40,883 - mmaction - INFO - Epoch [138][80/1413] lr: 2.669e-01, eta: 1 day, 22:38:20, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3003, top5_acc: 0.5366, loss_cls: 3.3861, loss: 3.3861, grad_norm: 1.3002 2020-10-07 23:53:00,533 - mmaction - INFO - Epoch [138][100/1413] lr: 2.669e-01, eta: 1 day, 22:38:00, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2947, top5_acc: 0.5333, loss_cls: 3.4187, loss: 3.4187, grad_norm: 1.3283 2020-10-07 23:53:20,196 - mmaction - INFO - Epoch [138][120/1413] lr: 2.669e-01, eta: 1 day, 22:37:40, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2926, top5_acc: 0.5320, loss_cls: 3.4213, loss: 3.4213, grad_norm: 1.3268 2020-10-07 23:53:39,736 - mmaction - INFO - Epoch [138][140/1413] lr: 2.669e-01, eta: 1 day, 22:37:19, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2938, top5_acc: 0.5409, loss_cls: 3.4069, loss: 3.4069, grad_norm: 1.3174 2020-10-07 23:53:59,353 - mmaction - INFO - Epoch [138][160/1413] lr: 2.669e-01, eta: 1 day, 22:36:58, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3018, top5_acc: 0.5340, loss_cls: 3.4031, loss: 3.4031, grad_norm: 1.3213 2020-10-07 23:54:18,960 - mmaction - INFO - Epoch [138][180/1413] lr: 2.669e-01, eta: 1 day, 22:36:38, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2939, top5_acc: 0.5346, loss_cls: 3.4111, loss: 3.4111, grad_norm: 1.3022 2020-10-07 23:54:38,449 - mmaction - INFO - Epoch [138][200/1413] lr: 2.669e-01, eta: 1 day, 22:36:17, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2949, top5_acc: 0.5395, loss_cls: 3.4077, loss: 3.4077, grad_norm: 1.3437 2020-10-07 23:54:58,013 - mmaction - INFO - Epoch [138][220/1413] lr: 2.669e-01, eta: 1 day, 22:35:57, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.3014, top5_acc: 0.5378, loss_cls: 3.3925, loss: 3.3925, grad_norm: 1.3226 2020-10-07 23:55:17,814 - mmaction - INFO - Epoch [138][240/1413] lr: 2.669e-01, eta: 1 day, 22:35:37, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.2904, top5_acc: 0.5270, loss_cls: 3.4553, loss: 3.4553, grad_norm: 1.3141 2020-10-07 23:55:37,393 - mmaction - INFO - Epoch [138][260/1413] lr: 2.669e-01, eta: 1 day, 22:35:16, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2904, top5_acc: 0.5348, loss_cls: 3.3992, loss: 3.3992, grad_norm: 1.3323 2020-10-07 23:55:56,925 - mmaction - INFO - Epoch [138][280/1413] lr: 2.669e-01, eta: 1 day, 22:34:56, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2866, top5_acc: 0.5227, loss_cls: 3.4812, loss: 3.4812, grad_norm: 1.3488 2020-10-07 23:56:16,522 - mmaction - INFO - Epoch [138][300/1413] lr: 2.669e-01, eta: 1 day, 22:34:35, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3031, top5_acc: 0.5417, loss_cls: 3.3942, loss: 3.3942, grad_norm: 1.3131 2020-10-07 23:56:35,972 - mmaction - INFO - Epoch [138][320/1413] lr: 2.669e-01, eta: 1 day, 22:34:14, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.2983, top5_acc: 0.5370, loss_cls: 3.4150, loss: 3.4150, grad_norm: 1.3364 2020-10-07 23:56:55,530 - mmaction - INFO - Epoch [138][340/1413] lr: 2.669e-01, eta: 1 day, 22:33:54, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3044, top5_acc: 0.5329, loss_cls: 3.3992, loss: 3.3992, grad_norm: 1.3036 2020-10-07 23:57:15,054 - mmaction - INFO - Epoch [138][360/1413] lr: 2.669e-01, eta: 1 day, 22:33:33, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.3008, top5_acc: 0.5391, loss_cls: 3.4000, loss: 3.4000, grad_norm: 1.3296 2020-10-07 23:57:34,607 - mmaction - INFO - Epoch [138][380/1413] lr: 2.669e-01, eta: 1 day, 22:33:13, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3001, top5_acc: 0.5452, loss_cls: 3.4031, loss: 3.4031, grad_norm: 1.3379 2020-10-07 23:57:54,230 - mmaction - INFO - Epoch [138][400/1413] lr: 2.669e-01, eta: 1 day, 22:32:52, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2983, top5_acc: 0.5340, loss_cls: 3.4067, loss: 3.4067, grad_norm: 1.3133 2020-10-07 23:58:13,897 - mmaction - INFO - Epoch [138][420/1413] lr: 2.669e-01, eta: 1 day, 22:32:32, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3068, top5_acc: 0.5365, loss_cls: 3.3936, loss: 3.3936, grad_norm: 1.3358 2020-10-07 23:58:33,482 - mmaction - INFO - Epoch [138][440/1413] lr: 2.669e-01, eta: 1 day, 22:32:11, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3020, top5_acc: 0.5426, loss_cls: 3.3929, loss: 3.3929, grad_norm: 1.3319 2020-10-07 23:58:53,000 - mmaction - INFO - Epoch [138][460/1413] lr: 2.669e-01, eta: 1 day, 22:31:51, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2919, top5_acc: 0.5275, loss_cls: 3.4582, loss: 3.4582, grad_norm: 1.3292 2020-10-07 23:59:12,550 - mmaction - INFO - Epoch [138][480/1413] lr: 2.669e-01, eta: 1 day, 22:31:30, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2940, top5_acc: 0.5268, loss_cls: 3.4329, loss: 3.4329, grad_norm: 1.3238 2020-10-07 23:59:32,154 - mmaction - INFO - Epoch [138][500/1413] lr: 2.669e-01, eta: 1 day, 22:31:10, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2853, top5_acc: 0.5314, loss_cls: 3.4451, loss: 3.4451, grad_norm: 1.3383 2020-10-07 23:59:51,805 - mmaction - INFO - Epoch [138][520/1413] lr: 2.669e-01, eta: 1 day, 22:30:49, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2954, top5_acc: 0.5329, loss_cls: 3.4225, loss: 3.4225, grad_norm: 1.3056 2020-10-08 00:00:12,622 - mmaction - INFO - Epoch [138][540/1413] lr: 2.669e-01, eta: 1 day, 22:30:30, time: 1.040, data_time: 0.001, memory: 8482, top1_acc: 0.2836, top5_acc: 0.5182, loss_cls: 3.5108, loss: 3.5108, grad_norm: 1.3322 2020-10-08 00:00:32,223 - mmaction - INFO - Epoch [138][560/1413] lr: 2.669e-01, eta: 1 day, 22:30:10, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2875, top5_acc: 0.5312, loss_cls: 3.4452, loss: 3.4452, grad_norm: 1.2970 2020-10-08 00:00:51,803 - mmaction - INFO - Epoch [138][580/1413] lr: 2.669e-01, eta: 1 day, 22:29:49, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2928, top5_acc: 0.5276, loss_cls: 3.4528, loss: 3.4528, grad_norm: 1.3229 2020-10-08 00:01:11,455 - mmaction - INFO - Epoch [138][600/1413] lr: 2.669e-01, eta: 1 day, 22:29:29, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2939, top5_acc: 0.5303, loss_cls: 3.4230, loss: 3.4230, grad_norm: 1.3125 2020-10-08 00:01:31,127 - mmaction - INFO - Epoch [138][620/1413] lr: 2.669e-01, eta: 1 day, 22:29:09, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2934, top5_acc: 0.5326, loss_cls: 3.4297, loss: 3.4297, grad_norm: 1.3235 2020-10-08 00:01:50,697 - mmaction - INFO - Epoch [138][640/1413] lr: 2.669e-01, eta: 1 day, 22:28:48, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2936, top5_acc: 0.5344, loss_cls: 3.4450, loss: 3.4450, grad_norm: 1.3371 2020-10-08 00:02:10,292 - mmaction - INFO - Epoch [138][660/1413] lr: 2.669e-01, eta: 1 day, 22:28:28, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2938, top5_acc: 0.5259, loss_cls: 3.4658, loss: 3.4658, grad_norm: 1.3061 2020-10-08 00:02:29,957 - mmaction - INFO - Epoch [138][680/1413] lr: 2.669e-01, eta: 1 day, 22:28:07, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2983, top5_acc: 0.5367, loss_cls: 3.3974, loss: 3.3974, grad_norm: 1.3245 2020-10-08 00:02:49,705 - mmaction - INFO - Epoch [138][700/1413] lr: 2.669e-01, eta: 1 day, 22:27:47, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2888, top5_acc: 0.5276, loss_cls: 3.4371, loss: 3.4371, grad_norm: 1.3201 2020-10-08 00:03:09,392 - mmaction - INFO - Epoch [138][720/1413] lr: 2.669e-01, eta: 1 day, 22:27:27, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2996, top5_acc: 0.5401, loss_cls: 3.4060, loss: 3.4060, grad_norm: 1.3272 2020-10-08 00:03:28,958 - mmaction - INFO - Epoch [138][740/1413] lr: 2.669e-01, eta: 1 day, 22:27:06, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3030, top5_acc: 0.5320, loss_cls: 3.4249, loss: 3.4249, grad_norm: 1.3210 2020-10-08 00:03:48,525 - mmaction - INFO - Epoch [138][760/1413] lr: 2.669e-01, eta: 1 day, 22:26:46, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2960, top5_acc: 0.5312, loss_cls: 3.4434, loss: 3.4434, grad_norm: 1.3181 2020-10-08 00:04:08,094 - mmaction - INFO - Epoch [138][780/1413] lr: 2.669e-01, eta: 1 day, 22:26:25, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2983, top5_acc: 0.5340, loss_cls: 3.4487, loss: 3.4487, grad_norm: 1.3249 2020-10-08 00:04:27,723 - mmaction - INFO - Epoch [138][800/1413] lr: 2.669e-01, eta: 1 day, 22:26:05, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2962, top5_acc: 0.5423, loss_cls: 3.3957, loss: 3.3957, grad_norm: 1.3251 2020-10-08 00:04:47,329 - mmaction - INFO - Epoch [138][820/1413] lr: 2.669e-01, eta: 1 day, 22:25:44, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3023, top5_acc: 0.5431, loss_cls: 3.3746, loss: 3.3746, grad_norm: 1.3287 2020-10-08 00:05:06,911 - mmaction - INFO - Epoch [138][840/1413] lr: 2.669e-01, eta: 1 day, 22:25:24, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2924, top5_acc: 0.5327, loss_cls: 3.4606, loss: 3.4606, grad_norm: 1.3084 2020-10-08 00:05:26,522 - mmaction - INFO - Epoch [138][860/1413] lr: 2.669e-01, eta: 1 day, 22:25:03, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2956, top5_acc: 0.5309, loss_cls: 3.4337, loss: 3.4337, grad_norm: 1.3246 2020-10-08 00:05:46,137 - mmaction - INFO - Epoch [138][880/1413] lr: 2.669e-01, eta: 1 day, 22:24:43, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2885, top5_acc: 0.5234, loss_cls: 3.4657, loss: 3.4657, grad_norm: 1.3314 2020-10-08 00:06:05,624 - mmaction - INFO - Epoch [138][900/1413] lr: 2.669e-01, eta: 1 day, 22:24:22, time: 0.976, data_time: 0.004, memory: 8482, top1_acc: 0.2956, top5_acc: 0.5341, loss_cls: 3.4400, loss: 3.4400, grad_norm: 1.2988 2020-10-08 00:06:25,179 - mmaction - INFO - Epoch [138][920/1413] lr: 2.669e-01, eta: 1 day, 22:24:02, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2961, top5_acc: 0.5339, loss_cls: 3.4056, loss: 3.4056, grad_norm: 1.3322 2020-10-08 00:06:44,850 - mmaction - INFO - Epoch [138][940/1413] lr: 2.669e-01, eta: 1 day, 22:23:41, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2952, top5_acc: 0.5359, loss_cls: 3.4167, loss: 3.4167, grad_norm: 1.3114 2020-10-08 00:07:04,532 - mmaction - INFO - Epoch [138][960/1413] lr: 2.669e-01, eta: 1 day, 22:23:21, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2889, top5_acc: 0.5243, loss_cls: 3.4612, loss: 3.4612, grad_norm: 1.3294 2020-10-08 00:07:24,249 - mmaction - INFO - Epoch [138][980/1413] lr: 2.669e-01, eta: 1 day, 22:23:00, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2958, top5_acc: 0.5331, loss_cls: 3.4400, loss: 3.4400, grad_norm: 1.3113 2020-10-08 00:07:43,809 - mmaction - INFO - Epoch [138][1000/1413] lr: 2.669e-01, eta: 1 day, 22:22:40, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2917, top5_acc: 0.5263, loss_cls: 3.4596, loss: 3.4596, grad_norm: 1.3357 2020-10-08 00:08:03,495 - mmaction - INFO - Epoch [138][1020/1413] lr: 2.669e-01, eta: 1 day, 22:22:20, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2990, top5_acc: 0.5366, loss_cls: 3.4263, loss: 3.4263, grad_norm: 1.3202 2020-10-08 00:08:23,223 - mmaction - INFO - Epoch [138][1040/1413] lr: 2.669e-01, eta: 1 day, 22:21:59, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2962, top5_acc: 0.5298, loss_cls: 3.4355, loss: 3.4355, grad_norm: 1.3128 2020-10-08 00:08:42,859 - mmaction - INFO - Epoch [138][1060/1413] lr: 2.669e-01, eta: 1 day, 22:21:39, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2921, top5_acc: 0.5267, loss_cls: 3.4741, loss: 3.4741, grad_norm: 1.3342 2020-10-08 00:09:02,504 - mmaction - INFO - Epoch [138][1080/1413] lr: 2.669e-01, eta: 1 day, 22:21:18, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2917, top5_acc: 0.5211, loss_cls: 3.4661, loss: 3.4661, grad_norm: 1.3305 2020-10-08 00:09:22,123 - mmaction - INFO - Epoch [138][1100/1413] lr: 2.669e-01, eta: 1 day, 22:20:58, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2969, top5_acc: 0.5271, loss_cls: 3.4551, loss: 3.4551, grad_norm: 1.3154 2020-10-08 00:09:41,843 - mmaction - INFO - Epoch [138][1120/1413] lr: 2.669e-01, eta: 1 day, 22:20:38, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3007, top5_acc: 0.5353, loss_cls: 3.4203, loss: 3.4203, grad_norm: 1.2913 2020-10-08 00:10:01,371 - mmaction - INFO - Epoch [138][1140/1413] lr: 2.669e-01, eta: 1 day, 22:20:17, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2953, top5_acc: 0.5327, loss_cls: 3.4329, loss: 3.4329, grad_norm: 1.3149 2020-10-08 00:10:21,023 - mmaction - INFO - Epoch [138][1160/1413] lr: 2.669e-01, eta: 1 day, 22:19:57, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2879, top5_acc: 0.5322, loss_cls: 3.4338, loss: 3.4338, grad_norm: 1.3300 2020-10-08 00:10:40,618 - mmaction - INFO - Epoch [138][1180/1413] lr: 2.669e-01, eta: 1 day, 22:19:36, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2891, top5_acc: 0.5319, loss_cls: 3.4449, loss: 3.4449, grad_norm: 1.3152 2020-10-08 00:11:00,198 - mmaction - INFO - Epoch [138][1200/1413] lr: 2.669e-01, eta: 1 day, 22:19:16, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3031, top5_acc: 0.5376, loss_cls: 3.4043, loss: 3.4043, grad_norm: 1.2961 2020-10-08 00:11:19,790 - mmaction - INFO - Epoch [138][1220/1413] lr: 2.669e-01, eta: 1 day, 22:18:55, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3005, top5_acc: 0.5428, loss_cls: 3.3888, loss: 3.3888, grad_norm: 1.3268 2020-10-08 00:11:39,338 - mmaction - INFO - Epoch [138][1240/1413] lr: 2.669e-01, eta: 1 day, 22:18:35, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2988, top5_acc: 0.5312, loss_cls: 3.4486, loss: 3.4486, grad_norm: 1.3436 2020-10-08 00:11:58,943 - mmaction - INFO - Epoch [138][1260/1413] lr: 2.669e-01, eta: 1 day, 22:18:14, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2879, top5_acc: 0.5267, loss_cls: 3.4608, loss: 3.4608, grad_norm: 1.3240 2020-10-08 00:12:18,581 - mmaction - INFO - Epoch [138][1280/1413] lr: 2.669e-01, eta: 1 day, 22:17:54, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2845, top5_acc: 0.5270, loss_cls: 3.4686, loss: 3.4686, grad_norm: 1.3170 2020-10-08 00:12:38,166 - mmaction - INFO - Epoch [138][1300/1413] lr: 2.669e-01, eta: 1 day, 22:17:33, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2882, top5_acc: 0.5297, loss_cls: 3.4482, loss: 3.4482, grad_norm: 1.2976 2020-10-08 00:12:57,769 - mmaction - INFO - Epoch [138][1320/1413] lr: 2.669e-01, eta: 1 day, 22:17:13, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2948, top5_acc: 0.5357, loss_cls: 3.4261, loss: 3.4261, grad_norm: 1.3052 2020-10-08 00:13:17,310 - mmaction - INFO - Epoch [138][1340/1413] lr: 2.669e-01, eta: 1 day, 22:16:52, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2919, top5_acc: 0.5329, loss_cls: 3.4471, loss: 3.4471, grad_norm: 1.3233 2020-10-08 00:13:36,959 - mmaction - INFO - Epoch [138][1360/1413] lr: 2.669e-01, eta: 1 day, 22:16:32, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2954, top5_acc: 0.5345, loss_cls: 3.4285, loss: 3.4285, grad_norm: 1.3324 2020-10-08 00:13:56,687 - mmaction - INFO - Epoch [138][1380/1413] lr: 2.669e-01, eta: 1 day, 22:16:12, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3023, top5_acc: 0.5349, loss_cls: 3.4272, loss: 3.4272, grad_norm: 1.3344 2020-10-08 00:14:16,348 - mmaction - INFO - Epoch [138][1400/1413] lr: 2.669e-01, eta: 1 day, 22:15:51, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2939, top5_acc: 0.5319, loss_cls: 3.4230, loss: 3.4230, grad_norm: 1.3265 2020-10-08 00:15:24,504 - mmaction - INFO - Epoch [139][20/1413] lr: 2.633e-01, eta: 1 day, 22:15:45, time: 2.679, data_time: 1.558, memory: 8482, top1_acc: 0.2969, top5_acc: 0.5311, loss_cls: 3.4227, loss: 3.4227, grad_norm: 1.3314 2020-10-08 00:15:43,788 - mmaction - INFO - Epoch [139][40/1413] lr: 2.633e-01, eta: 1 day, 22:15:24, time: 0.963, data_time: 0.002, memory: 8482, top1_acc: 0.2940, top5_acc: 0.5255, loss_cls: 3.4425, loss: 3.4425, grad_norm: 1.3269 2020-10-08 00:16:03,446 - mmaction - INFO - Epoch [139][60/1413] lr: 2.633e-01, eta: 1 day, 22:15:04, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3023, top5_acc: 0.5415, loss_cls: 3.3871, loss: 3.3871, grad_norm: 1.3228 2020-10-08 00:16:23,091 - mmaction - INFO - Epoch [139][80/1413] lr: 2.633e-01, eta: 1 day, 22:14:44, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2951, top5_acc: 0.5413, loss_cls: 3.4006, loss: 3.4006, grad_norm: 1.3242 2020-10-08 00:16:42,842 - mmaction - INFO - Epoch [139][100/1413] lr: 2.633e-01, eta: 1 day, 22:14:23, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2934, top5_acc: 0.5423, loss_cls: 3.4241, loss: 3.4241, grad_norm: 1.3258 2020-10-08 00:17:02,437 - mmaction - INFO - Epoch [139][120/1413] lr: 2.633e-01, eta: 1 day, 22:14:03, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3004, top5_acc: 0.5359, loss_cls: 3.4022, loss: 3.4022, grad_norm: 1.3077 2020-10-08 00:17:22,132 - mmaction - INFO - Epoch [139][140/1413] lr: 2.633e-01, eta: 1 day, 22:13:42, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3025, top5_acc: 0.5332, loss_cls: 3.3742, loss: 3.3742, grad_norm: 1.3380 2020-10-08 00:17:41,726 - mmaction - INFO - Epoch [139][160/1413] lr: 2.633e-01, eta: 1 day, 22:13:22, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3038, top5_acc: 0.5522, loss_cls: 3.3498, loss: 3.3498, grad_norm: 1.3130 2020-10-08 00:18:01,324 - mmaction - INFO - Epoch [139][180/1413] lr: 2.633e-01, eta: 1 day, 22:13:01, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3068, top5_acc: 0.5357, loss_cls: 3.3978, loss: 3.3978, grad_norm: 1.3342 2020-10-08 00:18:20,965 - mmaction - INFO - Epoch [139][200/1413] lr: 2.633e-01, eta: 1 day, 22:12:41, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3087, top5_acc: 0.5448, loss_cls: 3.3459, loss: 3.3459, grad_norm: 1.3072 2020-10-08 00:18:40,496 - mmaction - INFO - Epoch [139][220/1413] lr: 2.633e-01, eta: 1 day, 22:12:20, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2967, top5_acc: 0.5368, loss_cls: 3.3966, loss: 3.3966, grad_norm: 1.3235 2020-10-08 00:19:00,102 - mmaction - INFO - Epoch [139][240/1413] lr: 2.633e-01, eta: 1 day, 22:12:00, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2947, top5_acc: 0.5324, loss_cls: 3.4166, loss: 3.4166, grad_norm: 1.3349 2020-10-08 00:19:19,801 - mmaction - INFO - Epoch [139][260/1413] lr: 2.633e-01, eta: 1 day, 22:11:40, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3060, top5_acc: 0.5421, loss_cls: 3.3610, loss: 3.3610, grad_norm: 1.3225 2020-10-08 00:19:39,380 - mmaction - INFO - Epoch [139][280/1413] lr: 2.633e-01, eta: 1 day, 22:11:19, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2936, top5_acc: 0.5346, loss_cls: 3.4216, loss: 3.4216, grad_norm: 1.3322 2020-10-08 00:19:58,927 - mmaction - INFO - Epoch [139][300/1413] lr: 2.633e-01, eta: 1 day, 22:10:59, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3049, top5_acc: 0.5441, loss_cls: 3.3789, loss: 3.3789, grad_norm: 1.3069 2020-10-08 00:20:18,489 - mmaction - INFO - Epoch [139][320/1413] lr: 2.633e-01, eta: 1 day, 22:10:38, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2980, top5_acc: 0.5353, loss_cls: 3.3929, loss: 3.3929, grad_norm: 1.3360 2020-10-08 00:20:38,062 - mmaction - INFO - Epoch [139][340/1413] lr: 2.633e-01, eta: 1 day, 22:10:18, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2956, top5_acc: 0.5310, loss_cls: 3.4261, loss: 3.4261, grad_norm: 1.3223 2020-10-08 00:20:57,688 - mmaction - INFO - Epoch [139][360/1413] lr: 2.633e-01, eta: 1 day, 22:09:57, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2926, top5_acc: 0.5310, loss_cls: 3.4434, loss: 3.4434, grad_norm: 1.3345 2020-10-08 00:21:17,199 - mmaction - INFO - Epoch [139][380/1413] lr: 2.633e-01, eta: 1 day, 22:09:37, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.2980, top5_acc: 0.5333, loss_cls: 3.4239, loss: 3.4239, grad_norm: 1.3350 2020-10-08 00:21:36,752 - mmaction - INFO - Epoch [139][400/1413] lr: 2.633e-01, eta: 1 day, 22:09:16, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2936, top5_acc: 0.5336, loss_cls: 3.4427, loss: 3.4427, grad_norm: 1.3421 2020-10-08 00:21:56,342 - mmaction - INFO - Epoch [139][420/1413] lr: 2.633e-01, eta: 1 day, 22:08:55, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2874, top5_acc: 0.5320, loss_cls: 3.4524, loss: 3.4524, grad_norm: 1.3325 2020-10-08 00:22:15,936 - mmaction - INFO - Epoch [139][440/1413] lr: 2.633e-01, eta: 1 day, 22:08:35, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3010, top5_acc: 0.5453, loss_cls: 3.3984, loss: 3.3984, grad_norm: 1.3271 2020-10-08 00:22:35,598 - mmaction - INFO - Epoch [139][460/1413] lr: 2.633e-01, eta: 1 day, 22:08:15, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2984, top5_acc: 0.5398, loss_cls: 3.4196, loss: 3.4196, grad_norm: 1.3259 2020-10-08 00:22:55,186 - mmaction - INFO - Epoch [139][480/1413] lr: 2.633e-01, eta: 1 day, 22:07:54, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3022, top5_acc: 0.5363, loss_cls: 3.3967, loss: 3.3967, grad_norm: 1.3359 2020-10-08 00:23:14,805 - mmaction - INFO - Epoch [139][500/1413] lr: 2.633e-01, eta: 1 day, 22:07:34, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2991, top5_acc: 0.5378, loss_cls: 3.4059, loss: 3.4059, grad_norm: 1.3290 2020-10-08 00:23:34,377 - mmaction - INFO - Epoch [139][520/1413] lr: 2.633e-01, eta: 1 day, 22:07:13, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2961, top5_acc: 0.5361, loss_cls: 3.4044, loss: 3.4044, grad_norm: 1.3111 2020-10-08 00:23:53,818 - mmaction - INFO - Epoch [139][540/1413] lr: 2.633e-01, eta: 1 day, 22:06:53, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.2904, top5_acc: 0.5267, loss_cls: 3.4627, loss: 3.4627, grad_norm: 1.3529 2020-10-08 00:24:13,297 - mmaction - INFO - Epoch [139][560/1413] lr: 2.633e-01, eta: 1 day, 22:06:32, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.2934, top5_acc: 0.5293, loss_cls: 3.4398, loss: 3.4398, grad_norm: 1.3314 2020-10-08 00:24:32,832 - mmaction - INFO - Epoch [139][580/1413] lr: 2.633e-01, eta: 1 day, 22:06:11, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3013, top5_acc: 0.5383, loss_cls: 3.3821, loss: 3.3821, grad_norm: 1.3261 2020-10-08 00:24:52,319 - mmaction - INFO - Epoch [139][600/1413] lr: 2.633e-01, eta: 1 day, 22:05:51, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2953, top5_acc: 0.5384, loss_cls: 3.4282, loss: 3.4282, grad_norm: 1.3463 2020-10-08 00:25:12,032 - mmaction - INFO - Epoch [139][620/1413] lr: 2.633e-01, eta: 1 day, 22:05:30, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3017, top5_acc: 0.5395, loss_cls: 3.3814, loss: 3.3814, grad_norm: 1.2970 2020-10-08 00:25:31,651 - mmaction - INFO - Epoch [139][640/1413] lr: 2.633e-01, eta: 1 day, 22:05:10, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2914, top5_acc: 0.5311, loss_cls: 3.4485, loss: 3.4485, grad_norm: 1.3361 2020-10-08 00:25:51,232 - mmaction - INFO - Epoch [139][660/1413] lr: 2.633e-01, eta: 1 day, 22:04:49, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3017, top5_acc: 0.5315, loss_cls: 3.4244, loss: 3.4244, grad_norm: 1.3291 2020-10-08 00:26:10,883 - mmaction - INFO - Epoch [139][680/1413] lr: 2.633e-01, eta: 1 day, 22:04:29, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2943, top5_acc: 0.5316, loss_cls: 3.4260, loss: 3.4260, grad_norm: 1.3246 2020-10-08 00:26:30,490 - mmaction - INFO - Epoch [139][700/1413] lr: 2.633e-01, eta: 1 day, 22:04:09, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2939, top5_acc: 0.5392, loss_cls: 3.3987, loss: 3.3987, grad_norm: 1.3353 2020-10-08 00:26:50,091 - mmaction - INFO - Epoch [139][720/1413] lr: 2.633e-01, eta: 1 day, 22:03:48, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3001, top5_acc: 0.5326, loss_cls: 3.4215, loss: 3.4215, grad_norm: 1.3261 2020-10-08 00:27:09,770 - mmaction - INFO - Epoch [139][740/1413] lr: 2.633e-01, eta: 1 day, 22:03:28, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.2885, top5_acc: 0.5307, loss_cls: 3.4540, loss: 3.4540, grad_norm: 1.3261 2020-10-08 00:27:29,340 - mmaction - INFO - Epoch [139][760/1413] lr: 2.633e-01, eta: 1 day, 22:03:07, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2888, top5_acc: 0.5341, loss_cls: 3.4260, loss: 3.4260, grad_norm: 1.3482 2020-10-08 00:27:48,983 - mmaction - INFO - Epoch [139][780/1413] lr: 2.633e-01, eta: 1 day, 22:02:47, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2931, top5_acc: 0.5263, loss_cls: 3.4438, loss: 3.4438, grad_norm: 1.3191 2020-10-08 00:28:08,549 - mmaction - INFO - Epoch [139][800/1413] lr: 2.633e-01, eta: 1 day, 22:02:26, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2914, top5_acc: 0.5358, loss_cls: 3.4350, loss: 3.4350, grad_norm: 1.3438 2020-10-08 00:28:28,133 - mmaction - INFO - Epoch [139][820/1413] lr: 2.633e-01, eta: 1 day, 22:02:06, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2947, top5_acc: 0.5267, loss_cls: 3.4561, loss: 3.4561, grad_norm: 1.3203 2020-10-08 00:28:47,791 - mmaction - INFO - Epoch [139][840/1413] lr: 2.633e-01, eta: 1 day, 22:01:45, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2982, top5_acc: 0.5370, loss_cls: 3.3993, loss: 3.3993, grad_norm: 1.3221 2020-10-08 00:29:07,439 - mmaction - INFO - Epoch [139][860/1413] lr: 2.633e-01, eta: 1 day, 22:01:25, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2999, top5_acc: 0.5454, loss_cls: 3.3687, loss: 3.3687, grad_norm: 1.3127 2020-10-08 00:29:27,081 - mmaction - INFO - Epoch [139][880/1413] lr: 2.633e-01, eta: 1 day, 22:01:05, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3031, top5_acc: 0.5370, loss_cls: 3.4014, loss: 3.4014, grad_norm: 1.3320 2020-10-08 00:29:46,664 - mmaction - INFO - Epoch [139][900/1413] lr: 2.633e-01, eta: 1 day, 22:00:44, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2901, top5_acc: 0.5267, loss_cls: 3.4569, loss: 3.4569, grad_norm: 1.3178 2020-10-08 00:30:06,156 - mmaction - INFO - Epoch [139][920/1413] lr: 2.633e-01, eta: 1 day, 22:00:24, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.2973, top5_acc: 0.5366, loss_cls: 3.4222, loss: 3.4222, grad_norm: 1.3396 2020-10-08 00:30:24,940 - mmaction - INFO - Epoch [139][940/1413] lr: 2.633e-01, eta: 1 day, 22:00:02, time: 0.939, data_time: 0.002, memory: 8482, top1_acc: 0.2993, top5_acc: 0.5357, loss_cls: 3.3777, loss: 3.3777, grad_norm: 1.3399 2020-10-08 00:30:44,589 - mmaction - INFO - Epoch [139][960/1413] lr: 2.633e-01, eta: 1 day, 21:59:42, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2977, top5_acc: 0.5398, loss_cls: 3.3937, loss: 3.3937, grad_norm: 1.3004 2020-10-08 00:31:04,211 - mmaction - INFO - Epoch [139][980/1413] lr: 2.633e-01, eta: 1 day, 21:59:21, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2931, top5_acc: 0.5285, loss_cls: 3.4307, loss: 3.4307, grad_norm: 1.3476 2020-10-08 00:31:23,821 - mmaction - INFO - Epoch [139][1000/1413] lr: 2.633e-01, eta: 1 day, 21:59:01, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2975, top5_acc: 0.5374, loss_cls: 3.4341, loss: 3.4341, grad_norm: 1.3231 2020-10-08 00:31:43,382 - mmaction - INFO - Epoch [139][1020/1413] lr: 2.633e-01, eta: 1 day, 21:58:40, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2987, top5_acc: 0.5253, loss_cls: 3.4515, loss: 3.4515, grad_norm: 1.3229 2020-10-08 00:32:02,937 - mmaction - INFO - Epoch [139][1040/1413] lr: 2.633e-01, eta: 1 day, 21:58:20, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2966, top5_acc: 0.5293, loss_cls: 3.4453, loss: 3.4453, grad_norm: 1.3304 2020-10-08 00:32:22,468 - mmaction - INFO - Epoch [139][1060/1413] lr: 2.633e-01, eta: 1 day, 21:57:59, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3021, top5_acc: 0.5366, loss_cls: 3.4101, loss: 3.4101, grad_norm: 1.3324 2020-10-08 00:32:41,947 - mmaction - INFO - Epoch [139][1080/1413] lr: 2.633e-01, eta: 1 day, 21:57:39, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2889, top5_acc: 0.5320, loss_cls: 3.4747, loss: 3.4747, grad_norm: 1.3280 2020-10-08 00:33:01,508 - mmaction - INFO - Epoch [139][1100/1413] lr: 2.633e-01, eta: 1 day, 21:57:18, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2918, top5_acc: 0.5358, loss_cls: 3.4371, loss: 3.4371, grad_norm: 1.3261 2020-10-08 00:33:21,130 - mmaction - INFO - Epoch [139][1120/1413] lr: 2.633e-01, eta: 1 day, 21:56:58, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2973, top5_acc: 0.5217, loss_cls: 3.4526, loss: 3.4526, grad_norm: 1.3087 2020-10-08 00:33:40,734 - mmaction - INFO - Epoch [139][1140/1413] lr: 2.633e-01, eta: 1 day, 21:56:37, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2974, top5_acc: 0.5411, loss_cls: 3.3951, loss: 3.3951, grad_norm: 1.3227 2020-10-08 00:34:00,350 - mmaction - INFO - Epoch [139][1160/1413] lr: 2.633e-01, eta: 1 day, 21:56:17, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2960, top5_acc: 0.5245, loss_cls: 3.4356, loss: 3.4356, grad_norm: 1.3287 2020-10-08 00:34:19,890 - mmaction - INFO - Epoch [139][1180/1413] lr: 2.633e-01, eta: 1 day, 21:55:56, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2967, top5_acc: 0.5392, loss_cls: 3.3969, loss: 3.3969, grad_norm: 1.3208 2020-10-08 00:34:39,486 - mmaction - INFO - Epoch [139][1200/1413] lr: 2.633e-01, eta: 1 day, 21:55:36, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2987, top5_acc: 0.5374, loss_cls: 3.4043, loss: 3.4043, grad_norm: 1.3405 2020-10-08 00:34:59,215 - mmaction - INFO - Epoch [139][1220/1413] lr: 2.633e-01, eta: 1 day, 21:55:15, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2918, top5_acc: 0.5362, loss_cls: 3.4244, loss: 3.4244, grad_norm: 1.3331 2020-10-08 00:35:18,802 - mmaction - INFO - Epoch [139][1240/1413] lr: 2.633e-01, eta: 1 day, 21:54:55, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2935, top5_acc: 0.5311, loss_cls: 3.4337, loss: 3.4337, grad_norm: 1.3227 2020-10-08 00:35:38,371 - mmaction - INFO - Epoch [139][1260/1413] lr: 2.633e-01, eta: 1 day, 21:54:34, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2927, top5_acc: 0.5354, loss_cls: 3.4240, loss: 3.4240, grad_norm: 1.3108 2020-10-08 00:35:57,956 - mmaction - INFO - Epoch [139][1280/1413] lr: 2.633e-01, eta: 1 day, 21:54:14, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2958, top5_acc: 0.5389, loss_cls: 3.4213, loss: 3.4213, grad_norm: 1.3360 2020-10-08 00:36:17,699 - mmaction - INFO - Epoch [139][1300/1413] lr: 2.633e-01, eta: 1 day, 21:53:54, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.2944, top5_acc: 0.5337, loss_cls: 3.4255, loss: 3.4255, grad_norm: 1.3328 2020-10-08 00:36:37,360 - mmaction - INFO - Epoch [139][1320/1413] lr: 2.633e-01, eta: 1 day, 21:53:33, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2953, top5_acc: 0.5349, loss_cls: 3.3988, loss: 3.3988, grad_norm: 1.3427 2020-10-08 00:36:56,994 - mmaction - INFO - Epoch [139][1340/1413] lr: 2.633e-01, eta: 1 day, 21:53:13, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2876, top5_acc: 0.5236, loss_cls: 3.4585, loss: 3.4585, grad_norm: 1.3455 2020-10-08 00:37:16,599 - mmaction - INFO - Epoch [139][1360/1413] lr: 2.633e-01, eta: 1 day, 21:52:52, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2941, top5_acc: 0.5257, loss_cls: 3.4422, loss: 3.4422, grad_norm: 1.3186 2020-10-08 00:37:36,315 - mmaction - INFO - Epoch [139][1380/1413] lr: 2.633e-01, eta: 1 day, 21:52:32, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.3044, top5_acc: 0.5333, loss_cls: 3.3966, loss: 3.3966, grad_norm: 1.3147 2020-10-08 00:37:55,921 - mmaction - INFO - Epoch [139][1400/1413] lr: 2.633e-01, eta: 1 day, 21:52:12, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2949, top5_acc: 0.5391, loss_cls: 3.4250, loss: 3.4250, grad_norm: 1.3614 2020-10-08 00:39:00,079 - mmaction - INFO - Epoch [140][20/1413] lr: 2.596e-01, eta: 1 day, 21:52:02, time: 2.553, data_time: 1.346, memory: 8482, top1_acc: 0.2999, top5_acc: 0.5320, loss_cls: 3.4247, loss: 3.4247, grad_norm: 1.3324 2020-10-08 00:39:19,511 - mmaction - INFO - Epoch [140][40/1413] lr: 2.596e-01, eta: 1 day, 21:51:41, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.2932, top5_acc: 0.5340, loss_cls: 3.4303, loss: 3.4303, grad_norm: 1.3216 2020-10-08 00:39:39,076 - mmaction - INFO - Epoch [140][60/1413] lr: 2.596e-01, eta: 1 day, 21:51:21, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2971, top5_acc: 0.5297, loss_cls: 3.4479, loss: 3.4479, grad_norm: 1.3600 2020-10-08 00:39:58,666 - mmaction - INFO - Epoch [140][80/1413] lr: 2.596e-01, eta: 1 day, 21:51:00, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3061, top5_acc: 0.5451, loss_cls: 3.3667, loss: 3.3667, grad_norm: 1.3250 2020-10-08 00:40:18,277 - mmaction - INFO - Epoch [140][100/1413] lr: 2.596e-01, eta: 1 day, 21:50:40, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2939, top5_acc: 0.5259, loss_cls: 3.4098, loss: 3.4098, grad_norm: 1.3203 2020-10-08 00:40:37,905 - mmaction - INFO - Epoch [140][120/1413] lr: 2.596e-01, eta: 1 day, 21:50:19, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3033, top5_acc: 0.5424, loss_cls: 3.3816, loss: 3.3816, grad_norm: 1.3215 2020-10-08 00:40:57,563 - mmaction - INFO - Epoch [140][140/1413] lr: 2.596e-01, eta: 1 day, 21:49:59, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3029, top5_acc: 0.5328, loss_cls: 3.4069, loss: 3.4069, grad_norm: 1.3241 2020-10-08 00:41:17,261 - mmaction - INFO - Epoch [140][160/1413] lr: 2.596e-01, eta: 1 day, 21:49:39, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3090, top5_acc: 0.5454, loss_cls: 3.3681, loss: 3.3681, grad_norm: 1.3291 2020-10-08 00:41:36,828 - mmaction - INFO - Epoch [140][180/1413] lr: 2.596e-01, eta: 1 day, 21:49:18, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2961, top5_acc: 0.5363, loss_cls: 3.4163, loss: 3.4163, grad_norm: 1.3429 2020-10-08 00:41:56,369 - mmaction - INFO - Epoch [140][200/1413] lr: 2.596e-01, eta: 1 day, 21:48:58, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2966, top5_acc: 0.5307, loss_cls: 3.4117, loss: 3.4117, grad_norm: 1.3384 2020-10-08 00:42:15,940 - mmaction - INFO - Epoch [140][220/1413] lr: 2.596e-01, eta: 1 day, 21:48:37, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3030, top5_acc: 0.5328, loss_cls: 3.4180, loss: 3.4180, grad_norm: 1.3276 2020-10-08 00:42:35,638 - mmaction - INFO - Epoch [140][240/1413] lr: 2.596e-01, eta: 1 day, 21:48:17, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2954, top5_acc: 0.5434, loss_cls: 3.3786, loss: 3.3786, grad_norm: 1.3295 2020-10-08 00:42:55,320 - mmaction - INFO - Epoch [140][260/1413] lr: 2.596e-01, eta: 1 day, 21:47:56, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3001, top5_acc: 0.5310, loss_cls: 3.4323, loss: 3.4323, grad_norm: 1.3459 2020-10-08 00:43:14,958 - mmaction - INFO - Epoch [140][280/1413] lr: 2.596e-01, eta: 1 day, 21:47:36, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2945, top5_acc: 0.5266, loss_cls: 3.4261, loss: 3.4261, grad_norm: 1.3287 2020-10-08 00:43:34,559 - mmaction - INFO - Epoch [140][300/1413] lr: 2.596e-01, eta: 1 day, 21:47:16, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2960, top5_acc: 0.5312, loss_cls: 3.4084, loss: 3.4084, grad_norm: 1.3335 2020-10-08 00:43:54,155 - mmaction - INFO - Epoch [140][320/1413] lr: 2.596e-01, eta: 1 day, 21:46:55, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3023, top5_acc: 0.5322, loss_cls: 3.4226, loss: 3.4226, grad_norm: 1.3420 2020-10-08 00:44:13,766 - mmaction - INFO - Epoch [140][340/1413] lr: 2.596e-01, eta: 1 day, 21:46:35, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2952, top5_acc: 0.5415, loss_cls: 3.4026, loss: 3.4026, grad_norm: 1.3406 2020-10-08 00:44:33,292 - mmaction - INFO - Epoch [140][360/1413] lr: 2.596e-01, eta: 1 day, 21:46:14, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3030, top5_acc: 0.5329, loss_cls: 3.3883, loss: 3.3883, grad_norm: 1.3224 2020-10-08 00:44:52,907 - mmaction - INFO - Epoch [140][380/1413] lr: 2.596e-01, eta: 1 day, 21:45:54, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3125, top5_acc: 0.5527, loss_cls: 3.3288, loss: 3.3288, grad_norm: 1.3452 2020-10-08 00:45:12,492 - mmaction - INFO - Epoch [140][400/1413] lr: 2.596e-01, eta: 1 day, 21:45:33, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.3010, top5_acc: 0.5345, loss_cls: 3.3972, loss: 3.3972, grad_norm: 1.3628 2020-10-08 00:45:32,089 - mmaction - INFO - Epoch [140][420/1413] lr: 2.596e-01, eta: 1 day, 21:45:13, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3018, top5_acc: 0.5311, loss_cls: 3.4134, loss: 3.4134, grad_norm: 1.3493 2020-10-08 00:45:51,651 - mmaction - INFO - Epoch [140][440/1413] lr: 2.596e-01, eta: 1 day, 21:44:52, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2979, top5_acc: 0.5398, loss_cls: 3.4010, loss: 3.4010, grad_norm: 1.3361 2020-10-08 00:46:11,220 - mmaction - INFO - Epoch [140][460/1413] lr: 2.596e-01, eta: 1 day, 21:44:32, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2926, top5_acc: 0.5210, loss_cls: 3.4484, loss: 3.4484, grad_norm: 1.3373 2020-10-08 00:46:30,914 - mmaction - INFO - Epoch [140][480/1413] lr: 2.596e-01, eta: 1 day, 21:44:11, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2975, top5_acc: 0.5346, loss_cls: 3.4056, loss: 3.4056, grad_norm: 1.3444 2020-10-08 00:46:50,568 - mmaction - INFO - Epoch [140][500/1413] lr: 2.596e-01, eta: 1 day, 21:43:51, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3026, top5_acc: 0.5398, loss_cls: 3.3787, loss: 3.3787, grad_norm: 1.3282 2020-10-08 00:47:10,191 - mmaction - INFO - Epoch [140][520/1413] lr: 2.596e-01, eta: 1 day, 21:43:31, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3034, top5_acc: 0.5366, loss_cls: 3.3889, loss: 3.3889, grad_norm: 1.3553 2020-10-08 00:47:29,797 - mmaction - INFO - Epoch [140][540/1413] lr: 2.596e-01, eta: 1 day, 21:43:10, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2966, top5_acc: 0.5422, loss_cls: 3.3907, loss: 3.3907, grad_norm: 1.3512 2020-10-08 00:47:49,339 - mmaction - INFO - Epoch [140][560/1413] lr: 2.596e-01, eta: 1 day, 21:42:50, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2997, top5_acc: 0.5314, loss_cls: 3.4327, loss: 3.4327, grad_norm: 1.3469 2020-10-08 00:48:08,810 - mmaction - INFO - Epoch [140][580/1413] lr: 2.596e-01, eta: 1 day, 21:42:29, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.2940, top5_acc: 0.5324, loss_cls: 3.4275, loss: 3.4275, grad_norm: 1.3319 2020-10-08 00:48:28,431 - mmaction - INFO - Epoch [140][600/1413] lr: 2.596e-01, eta: 1 day, 21:42:09, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2931, top5_acc: 0.5331, loss_cls: 3.4385, loss: 3.4385, grad_norm: 1.3297 2020-10-08 00:48:48,078 - mmaction - INFO - Epoch [140][620/1413] lr: 2.596e-01, eta: 1 day, 21:41:48, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3091, top5_acc: 0.5408, loss_cls: 3.3763, loss: 3.3763, grad_norm: 1.3370 2020-10-08 00:49:07,766 - mmaction - INFO - Epoch [140][640/1413] lr: 2.596e-01, eta: 1 day, 21:41:28, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2928, top5_acc: 0.5276, loss_cls: 3.4293, loss: 3.4293, grad_norm: 1.3048 2020-10-08 00:49:27,330 - mmaction - INFO - Epoch [140][660/1413] lr: 2.596e-01, eta: 1 day, 21:41:07, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3051, top5_acc: 0.5473, loss_cls: 3.3666, loss: 3.3666, grad_norm: 1.3271 2020-10-08 00:49:46,928 - mmaction - INFO - Epoch [140][680/1413] lr: 2.596e-01, eta: 1 day, 21:40:47, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3133, top5_acc: 0.5456, loss_cls: 3.3592, loss: 3.3592, grad_norm: 1.3298 2020-10-08 00:50:06,459 - mmaction - INFO - Epoch [140][700/1413] lr: 2.596e-01, eta: 1 day, 21:40:26, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.3027, top5_acc: 0.5323, loss_cls: 3.4002, loss: 3.4002, grad_norm: 1.3600 2020-10-08 00:50:26,049 - mmaction - INFO - Epoch [140][720/1413] lr: 2.596e-01, eta: 1 day, 21:40:06, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2973, top5_acc: 0.5393, loss_cls: 3.4118, loss: 3.4118, grad_norm: 1.3471 2020-10-08 00:50:45,554 - mmaction - INFO - Epoch [140][740/1413] lr: 2.596e-01, eta: 1 day, 21:39:45, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2944, top5_acc: 0.5345, loss_cls: 3.4228, loss: 3.4228, grad_norm: 1.3503 2020-10-08 00:51:05,061 - mmaction - INFO - Epoch [140][760/1413] lr: 2.596e-01, eta: 1 day, 21:39:25, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.2879, top5_acc: 0.5259, loss_cls: 3.4597, loss: 3.4597, grad_norm: 1.3223 2020-10-08 00:51:24,700 - mmaction - INFO - Epoch [140][780/1413] lr: 2.596e-01, eta: 1 day, 21:39:04, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2974, top5_acc: 0.5312, loss_cls: 3.4079, loss: 3.4079, grad_norm: 1.3218 2020-10-08 00:51:44,290 - mmaction - INFO - Epoch [140][800/1413] lr: 2.596e-01, eta: 1 day, 21:38:44, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.3008, top5_acc: 0.5417, loss_cls: 3.3953, loss: 3.3953, grad_norm: 1.3210 2020-10-08 00:52:03,886 - mmaction - INFO - Epoch [140][820/1413] lr: 2.596e-01, eta: 1 day, 21:38:23, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3023, top5_acc: 0.5365, loss_cls: 3.3884, loss: 3.3884, grad_norm: 1.3391 2020-10-08 00:52:23,490 - mmaction - INFO - Epoch [140][840/1413] lr: 2.596e-01, eta: 1 day, 21:38:03, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2958, top5_acc: 0.5395, loss_cls: 3.4225, loss: 3.4225, grad_norm: 1.3384 2020-10-08 00:52:43,062 - mmaction - INFO - Epoch [140][860/1413] lr: 2.596e-01, eta: 1 day, 21:37:42, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2956, top5_acc: 0.5326, loss_cls: 3.4311, loss: 3.4311, grad_norm: 1.3224 2020-10-08 00:53:02,576 - mmaction - INFO - Epoch [140][880/1413] lr: 2.596e-01, eta: 1 day, 21:37:22, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2980, top5_acc: 0.5361, loss_cls: 3.4057, loss: 3.4057, grad_norm: 1.3428 2020-10-08 00:53:22,284 - mmaction - INFO - Epoch [140][900/1413] lr: 2.596e-01, eta: 1 day, 21:37:02, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2979, top5_acc: 0.5440, loss_cls: 3.3863, loss: 3.3863, grad_norm: 1.3301 2020-10-08 00:53:41,894 - mmaction - INFO - Epoch [140][920/1413] lr: 2.596e-01, eta: 1 day, 21:36:41, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3000, top5_acc: 0.5436, loss_cls: 3.3625, loss: 3.3625, grad_norm: 1.3472 2020-10-08 00:54:01,601 - mmaction - INFO - Epoch [140][940/1413] lr: 2.596e-01, eta: 1 day, 21:36:21, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.2953, top5_acc: 0.5410, loss_cls: 3.3945, loss: 3.3945, grad_norm: 1.3440 2020-10-08 00:54:21,158 - mmaction - INFO - Epoch [140][960/1413] lr: 2.596e-01, eta: 1 day, 21:36:00, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2943, top5_acc: 0.5332, loss_cls: 3.4147, loss: 3.4147, grad_norm: 1.3376 2020-10-08 00:54:40,786 - mmaction - INFO - Epoch [140][980/1413] lr: 2.596e-01, eta: 1 day, 21:35:40, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3014, top5_acc: 0.5346, loss_cls: 3.4087, loss: 3.4087, grad_norm: 1.3157 2020-10-08 00:55:00,379 - mmaction - INFO - Epoch [140][1000/1413] lr: 2.596e-01, eta: 1 day, 21:35:19, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2948, top5_acc: 0.5355, loss_cls: 3.4177, loss: 3.4177, grad_norm: 1.3372 2020-10-08 00:55:20,000 - mmaction - INFO - Epoch [140][1020/1413] lr: 2.596e-01, eta: 1 day, 21:34:59, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2935, top5_acc: 0.5337, loss_cls: 3.4079, loss: 3.4079, grad_norm: 1.3598 2020-10-08 00:55:39,582 - mmaction - INFO - Epoch [140][1040/1413] lr: 2.596e-01, eta: 1 day, 21:34:38, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2999, top5_acc: 0.5413, loss_cls: 3.4061, loss: 3.4061, grad_norm: 1.3490 2020-10-08 00:55:59,162 - mmaction - INFO - Epoch [140][1060/1413] lr: 2.596e-01, eta: 1 day, 21:34:18, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.2960, top5_acc: 0.5382, loss_cls: 3.3997, loss: 3.3997, grad_norm: 1.3444 2020-10-08 00:56:18,858 - mmaction - INFO - Epoch [140][1080/1413] lr: 2.596e-01, eta: 1 day, 21:33:58, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2906, top5_acc: 0.5310, loss_cls: 3.4498, loss: 3.4498, grad_norm: 1.3343 2020-10-08 00:56:38,444 - mmaction - INFO - Epoch [140][1100/1413] lr: 2.596e-01, eta: 1 day, 21:33:37, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3053, top5_acc: 0.5422, loss_cls: 3.3664, loss: 3.3664, grad_norm: 1.3226 2020-10-08 00:56:58,087 - mmaction - INFO - Epoch [140][1120/1413] lr: 2.596e-01, eta: 1 day, 21:33:17, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2926, top5_acc: 0.5279, loss_cls: 3.4481, loss: 3.4481, grad_norm: 1.3089 2020-10-08 00:57:17,689 - mmaction - INFO - Epoch [140][1140/1413] lr: 2.596e-01, eta: 1 day, 21:32:56, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2852, top5_acc: 0.5286, loss_cls: 3.4783, loss: 3.4783, grad_norm: 1.3586 2020-10-08 00:57:37,177 - mmaction - INFO - Epoch [140][1160/1413] lr: 2.596e-01, eta: 1 day, 21:32:36, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.2984, top5_acc: 0.5411, loss_cls: 3.3858, loss: 3.3858, grad_norm: 1.3313 2020-10-08 00:57:56,781 - mmaction - INFO - Epoch [140][1180/1413] lr: 2.596e-01, eta: 1 day, 21:32:15, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2914, top5_acc: 0.5294, loss_cls: 3.4345, loss: 3.4345, grad_norm: 1.3180 2020-10-08 00:58:16,416 - mmaction - INFO - Epoch [140][1200/1413] lr: 2.596e-01, eta: 1 day, 21:31:55, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3060, top5_acc: 0.5384, loss_cls: 3.4113, loss: 3.4113, grad_norm: 1.3450 2020-10-08 00:58:35,937 - mmaction - INFO - Epoch [140][1220/1413] lr: 2.596e-01, eta: 1 day, 21:31:34, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3016, top5_acc: 0.5361, loss_cls: 3.3954, loss: 3.3954, grad_norm: 1.3353 2020-10-08 00:58:55,608 - mmaction - INFO - Epoch [140][1240/1413] lr: 2.596e-01, eta: 1 day, 21:31:14, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.2910, top5_acc: 0.5296, loss_cls: 3.4413, loss: 3.4413, grad_norm: 1.3402 2020-10-08 00:59:15,121 - mmaction - INFO - Epoch [140][1260/1413] lr: 2.596e-01, eta: 1 day, 21:30:53, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2945, top5_acc: 0.5309, loss_cls: 3.4502, loss: 3.4502, grad_norm: 1.3270 2020-10-08 00:59:34,615 - mmaction - INFO - Epoch [140][1280/1413] lr: 2.596e-01, eta: 1 day, 21:30:33, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3116, top5_acc: 0.5366, loss_cls: 3.3659, loss: 3.3659, grad_norm: 1.3315 2020-10-08 00:59:54,203 - mmaction - INFO - Epoch [140][1300/1413] lr: 2.596e-01, eta: 1 day, 21:30:12, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3036, top5_acc: 0.5458, loss_cls: 3.3670, loss: 3.3670, grad_norm: 1.3510 2020-10-08 01:00:14,385 - mmaction - INFO - Epoch [140][1320/1413] lr: 2.596e-01, eta: 1 day, 21:29:53, time: 1.009, data_time: 0.002, memory: 8482, top1_acc: 0.3022, top5_acc: 0.5363, loss_cls: 3.3994, loss: 3.3994, grad_norm: 1.3531 2020-10-08 01:00:34,061 - mmaction - INFO - Epoch [140][1340/1413] lr: 2.596e-01, eta: 1 day, 21:29:32, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3035, top5_acc: 0.5467, loss_cls: 3.3759, loss: 3.3759, grad_norm: 1.3530 2020-10-08 01:00:53,771 - mmaction - INFO - Epoch [140][1360/1413] lr: 2.596e-01, eta: 1 day, 21:29:12, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.2962, top5_acc: 0.5359, loss_cls: 3.4165, loss: 3.4165, grad_norm: 1.3409 2020-10-08 01:01:13,336 - mmaction - INFO - Epoch [140][1380/1413] lr: 2.596e-01, eta: 1 day, 21:28:52, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2936, top5_acc: 0.5259, loss_cls: 3.4469, loss: 3.4469, grad_norm: 1.3414 2020-10-08 01:01:32,892 - mmaction - INFO - Epoch [140][1400/1413] lr: 2.596e-01, eta: 1 day, 21:28:31, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2997, top5_acc: 0.5479, loss_cls: 3.4005, loss: 3.4005, grad_norm: 1.3295 2020-10-08 01:02:42,227 - mmaction - INFO - Epoch [141][20/1413] lr: 2.560e-01, eta: 1 day, 21:28:25, time: 2.736, data_time: 1.663, memory: 8482, top1_acc: 0.2915, top5_acc: 0.5268, loss_cls: 3.4287, loss: 3.4287, grad_norm: 1.3462 2020-10-08 01:03:01,562 - mmaction - INFO - Epoch [141][40/1413] lr: 2.560e-01, eta: 1 day, 21:28:05, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3056, top5_acc: 0.5443, loss_cls: 3.3604, loss: 3.3604, grad_norm: 1.3501 2020-10-08 01:03:21,023 - mmaction - INFO - Epoch [141][60/1413] lr: 2.560e-01, eta: 1 day, 21:27:44, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.3068, top5_acc: 0.5380, loss_cls: 3.4023, loss: 3.4023, grad_norm: 1.3598 2020-10-08 01:03:40,605 - mmaction - INFO - Epoch [141][80/1413] lr: 2.560e-01, eta: 1 day, 21:27:24, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2917, top5_acc: 0.5340, loss_cls: 3.4086, loss: 3.4086, grad_norm: 1.3343 2020-10-08 01:04:00,106 - mmaction - INFO - Epoch [141][100/1413] lr: 2.560e-01, eta: 1 day, 21:27:03, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3025, top5_acc: 0.5345, loss_cls: 3.4108, loss: 3.4108, grad_norm: 1.3155 2020-10-08 01:04:19,661 - mmaction - INFO - Epoch [141][120/1413] lr: 2.560e-01, eta: 1 day, 21:26:43, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3021, top5_acc: 0.5366, loss_cls: 3.3852, loss: 3.3852, grad_norm: 1.3357 2020-10-08 01:04:39,340 - mmaction - INFO - Epoch [141][140/1413] lr: 2.560e-01, eta: 1 day, 21:26:22, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2986, top5_acc: 0.5531, loss_cls: 3.3539, loss: 3.3539, grad_norm: 1.3255 2020-10-08 01:04:58,874 - mmaction - INFO - Epoch [141][160/1413] lr: 2.560e-01, eta: 1 day, 21:26:02, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3065, top5_acc: 0.5410, loss_cls: 3.3623, loss: 3.3623, grad_norm: 1.3225 2020-10-08 01:05:18,430 - mmaction - INFO - Epoch [141][180/1413] lr: 2.560e-01, eta: 1 day, 21:25:41, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3016, top5_acc: 0.5493, loss_cls: 3.3539, loss: 3.3539, grad_norm: 1.3733 2020-10-08 01:05:38,106 - mmaction - INFO - Epoch [141][200/1413] lr: 2.560e-01, eta: 1 day, 21:25:21, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3129, top5_acc: 0.5491, loss_cls: 3.3626, loss: 3.3626, grad_norm: 1.3497 2020-10-08 01:05:57,734 - mmaction - INFO - Epoch [141][220/1413] lr: 2.560e-01, eta: 1 day, 21:25:00, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3044, top5_acc: 0.5418, loss_cls: 3.3686, loss: 3.3686, grad_norm: 1.3487 2020-10-08 01:06:17,287 - mmaction - INFO - Epoch [141][240/1413] lr: 2.560e-01, eta: 1 day, 21:24:40, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3056, top5_acc: 0.5447, loss_cls: 3.3733, loss: 3.3733, grad_norm: 1.3597 2020-10-08 01:06:36,893 - mmaction - INFO - Epoch [141][260/1413] lr: 2.560e-01, eta: 1 day, 21:24:19, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3018, top5_acc: 0.5350, loss_cls: 3.3979, loss: 3.3979, grad_norm: 1.3635 2020-10-08 01:06:56,534 - mmaction - INFO - Epoch [141][280/1413] lr: 2.560e-01, eta: 1 day, 21:23:59, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2984, top5_acc: 0.5445, loss_cls: 3.3821, loss: 3.3821, grad_norm: 1.3430 2020-10-08 01:07:16,135 - mmaction - INFO - Epoch [141][300/1413] lr: 2.560e-01, eta: 1 day, 21:23:39, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3012, top5_acc: 0.5305, loss_cls: 3.4281, loss: 3.4281, grad_norm: 1.3131 2020-10-08 01:07:35,695 - mmaction - INFO - Epoch [141][320/1413] lr: 2.560e-01, eta: 1 day, 21:23:18, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2984, top5_acc: 0.5374, loss_cls: 3.4106, loss: 3.4106, grad_norm: 1.3435 2020-10-08 01:07:55,332 - mmaction - INFO - Epoch [141][340/1413] lr: 2.560e-01, eta: 1 day, 21:22:58, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3021, top5_acc: 0.5383, loss_cls: 3.3991, loss: 3.3991, grad_norm: 1.3355 2020-10-08 01:08:14,880 - mmaction - INFO - Epoch [141][360/1413] lr: 2.560e-01, eta: 1 day, 21:22:37, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.2990, top5_acc: 0.5385, loss_cls: 3.4099, loss: 3.4099, grad_norm: 1.3597 2020-10-08 01:08:34,522 - mmaction - INFO - Epoch [141][380/1413] lr: 2.560e-01, eta: 1 day, 21:22:17, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3031, top5_acc: 0.5375, loss_cls: 3.3729, loss: 3.3729, grad_norm: 1.3427 2020-10-08 01:08:54,147 - mmaction - INFO - Epoch [141][400/1413] lr: 2.560e-01, eta: 1 day, 21:21:56, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3001, top5_acc: 0.5358, loss_cls: 3.4166, loss: 3.4166, grad_norm: 1.3378 2020-10-08 01:09:13,707 - mmaction - INFO - Epoch [141][420/1413] lr: 2.560e-01, eta: 1 day, 21:21:36, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3016, top5_acc: 0.5443, loss_cls: 3.3802, loss: 3.3802, grad_norm: 1.3276 2020-10-08 01:09:33,256 - mmaction - INFO - Epoch [141][440/1413] lr: 2.560e-01, eta: 1 day, 21:21:15, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2975, top5_acc: 0.5349, loss_cls: 3.4176, loss: 3.4176, grad_norm: 1.3285 2020-10-08 01:09:52,774 - mmaction - INFO - Epoch [141][460/1413] lr: 2.560e-01, eta: 1 day, 21:20:55, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.3020, top5_acc: 0.5428, loss_cls: 3.3580, loss: 3.3580, grad_norm: 1.3468 2020-10-08 01:10:12,297 - mmaction - INFO - Epoch [141][480/1413] lr: 2.560e-01, eta: 1 day, 21:20:34, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2962, top5_acc: 0.5401, loss_cls: 3.3934, loss: 3.3934, grad_norm: 1.3515 2020-10-08 01:10:31,927 - mmaction - INFO - Epoch [141][500/1413] lr: 2.560e-01, eta: 1 day, 21:20:14, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2973, top5_acc: 0.5324, loss_cls: 3.4066, loss: 3.4066, grad_norm: 1.3413 2020-10-08 01:10:51,546 - mmaction - INFO - Epoch [141][520/1413] lr: 2.560e-01, eta: 1 day, 21:19:53, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3048, top5_acc: 0.5411, loss_cls: 3.3924, loss: 3.3924, grad_norm: 1.3506 2020-10-08 01:11:11,218 - mmaction - INFO - Epoch [141][540/1413] lr: 2.560e-01, eta: 1 day, 21:19:33, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2987, top5_acc: 0.5397, loss_cls: 3.4012, loss: 3.4012, grad_norm: 1.3442 2020-10-08 01:11:30,865 - mmaction - INFO - Epoch [141][560/1413] lr: 2.560e-01, eta: 1 day, 21:19:13, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2888, top5_acc: 0.5355, loss_cls: 3.4278, loss: 3.4278, grad_norm: 1.3200 2020-10-08 01:11:50,416 - mmaction - INFO - Epoch [141][580/1413] lr: 2.560e-01, eta: 1 day, 21:18:52, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2978, top5_acc: 0.5417, loss_cls: 3.3828, loss: 3.3828, grad_norm: 1.3572 2020-10-08 01:12:09,914 - mmaction - INFO - Epoch [141][600/1413] lr: 2.560e-01, eta: 1 day, 21:18:32, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.3010, top5_acc: 0.5418, loss_cls: 3.3743, loss: 3.3743, grad_norm: 1.3500 2020-10-08 01:12:29,520 - mmaction - INFO - Epoch [141][620/1413] lr: 2.560e-01, eta: 1 day, 21:18:11, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2914, top5_acc: 0.5348, loss_cls: 3.4329, loss: 3.4329, grad_norm: 1.3728 2020-10-08 01:12:49,137 - mmaction - INFO - Epoch [141][640/1413] lr: 2.560e-01, eta: 1 day, 21:17:51, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2953, top5_acc: 0.5354, loss_cls: 3.4119, loss: 3.4119, grad_norm: 1.3640 2020-10-08 01:13:08,796 - mmaction - INFO - Epoch [141][660/1413] lr: 2.560e-01, eta: 1 day, 21:17:30, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3008, top5_acc: 0.5374, loss_cls: 3.3949, loss: 3.3949, grad_norm: 1.3427 2020-10-08 01:13:28,510 - mmaction - INFO - Epoch [141][680/1413] lr: 2.560e-01, eta: 1 day, 21:17:10, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3048, top5_acc: 0.5398, loss_cls: 3.3929, loss: 3.3929, grad_norm: 1.3313 2020-10-08 01:13:48,162 - mmaction - INFO - Epoch [141][700/1413] lr: 2.560e-01, eta: 1 day, 21:16:50, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3018, top5_acc: 0.5382, loss_cls: 3.4122, loss: 3.4122, grad_norm: 1.3594 2020-10-08 01:14:07,844 - mmaction - INFO - Epoch [141][720/1413] lr: 2.560e-01, eta: 1 day, 21:16:29, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2919, top5_acc: 0.5375, loss_cls: 3.4382, loss: 3.4382, grad_norm: 1.3489 2020-10-08 01:14:27,448 - mmaction - INFO - Epoch [141][740/1413] lr: 2.560e-01, eta: 1 day, 21:16:09, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3077, top5_acc: 0.5447, loss_cls: 3.3803, loss: 3.3803, grad_norm: 1.3288 2020-10-08 01:14:47,016 - mmaction - INFO - Epoch [141][760/1413] lr: 2.560e-01, eta: 1 day, 21:15:48, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2980, top5_acc: 0.5423, loss_cls: 3.3984, loss: 3.3984, grad_norm: 1.3305 2020-10-08 01:15:06,589 - mmaction - INFO - Epoch [141][780/1413] lr: 2.560e-01, eta: 1 day, 21:15:28, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3063, top5_acc: 0.5353, loss_cls: 3.3933, loss: 3.3933, grad_norm: 1.3239 2020-10-08 01:15:26,098 - mmaction - INFO - Epoch [141][800/1413] lr: 2.560e-01, eta: 1 day, 21:15:07, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3112, top5_acc: 0.5495, loss_cls: 3.3516, loss: 3.3516, grad_norm: 1.3115 2020-10-08 01:15:45,567 - mmaction - INFO - Epoch [141][820/1413] lr: 2.560e-01, eta: 1 day, 21:14:47, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3099, top5_acc: 0.5451, loss_cls: 3.3516, loss: 3.3516, grad_norm: 1.3804 2020-10-08 01:16:05,191 - mmaction - INFO - Epoch [141][840/1413] lr: 2.560e-01, eta: 1 day, 21:14:26, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2850, top5_acc: 0.5249, loss_cls: 3.4753, loss: 3.4753, grad_norm: 1.3783 2020-10-08 01:16:24,752 - mmaction - INFO - Epoch [141][860/1413] lr: 2.560e-01, eta: 1 day, 21:14:06, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3025, top5_acc: 0.5396, loss_cls: 3.4075, loss: 3.4075, grad_norm: 1.3209 2020-10-08 01:16:44,362 - mmaction - INFO - Epoch [141][880/1413] lr: 2.560e-01, eta: 1 day, 21:13:45, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3004, top5_acc: 0.5404, loss_cls: 3.3963, loss: 3.3963, grad_norm: 1.3338 2020-10-08 01:17:03,953 - mmaction - INFO - Epoch [141][900/1413] lr: 2.560e-01, eta: 1 day, 21:13:25, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.2967, top5_acc: 0.5322, loss_cls: 3.4057, loss: 3.4057, grad_norm: 1.3617 2020-10-08 01:17:23,615 - mmaction - INFO - Epoch [141][920/1413] lr: 2.560e-01, eta: 1 day, 21:13:05, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2931, top5_acc: 0.5378, loss_cls: 3.3908, loss: 3.3908, grad_norm: 1.3438 2020-10-08 01:17:43,290 - mmaction - INFO - Epoch [141][940/1413] lr: 2.560e-01, eta: 1 day, 21:12:44, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2891, top5_acc: 0.5296, loss_cls: 3.4484, loss: 3.4484, grad_norm: 1.3597 2020-10-08 01:18:02,924 - mmaction - INFO - Epoch [141][960/1413] lr: 2.560e-01, eta: 1 day, 21:12:24, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3092, top5_acc: 0.5475, loss_cls: 3.3392, loss: 3.3392, grad_norm: 1.3269 2020-10-08 01:18:22,458 - mmaction - INFO - Epoch [141][980/1413] lr: 2.560e-01, eta: 1 day, 21:12:03, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.3065, top5_acc: 0.5427, loss_cls: 3.3852, loss: 3.3852, grad_norm: 1.3353 2020-10-08 01:18:42,152 - mmaction - INFO - Epoch [141][1000/1413] lr: 2.560e-01, eta: 1 day, 21:11:43, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2924, top5_acc: 0.5344, loss_cls: 3.4087, loss: 3.4087, grad_norm: 1.3683 2020-10-08 01:19:01,720 - mmaction - INFO - Epoch [141][1020/1413] lr: 2.560e-01, eta: 1 day, 21:11:22, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2980, top5_acc: 0.5296, loss_cls: 3.4152, loss: 3.4152, grad_norm: 1.3390 2020-10-08 01:19:21,382 - mmaction - INFO - Epoch [141][1040/1413] lr: 2.560e-01, eta: 1 day, 21:11:02, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2984, top5_acc: 0.5415, loss_cls: 3.3884, loss: 3.3884, grad_norm: 1.3354 2020-10-08 01:19:40,896 - mmaction - INFO - Epoch [141][1060/1413] lr: 2.560e-01, eta: 1 day, 21:10:42, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.2943, top5_acc: 0.5312, loss_cls: 3.4333, loss: 3.4333, grad_norm: 1.3303 2020-10-08 01:20:00,454 - mmaction - INFO - Epoch [141][1080/1413] lr: 2.560e-01, eta: 1 day, 21:10:21, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2997, top5_acc: 0.5370, loss_cls: 3.3702, loss: 3.3702, grad_norm: 1.3405 2020-10-08 01:20:20,154 - mmaction - INFO - Epoch [141][1100/1413] lr: 2.560e-01, eta: 1 day, 21:10:01, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.2936, top5_acc: 0.5353, loss_cls: 3.4146, loss: 3.4146, grad_norm: 1.3388 2020-10-08 01:20:39,794 - mmaction - INFO - Epoch [141][1120/1413] lr: 2.560e-01, eta: 1 day, 21:09:40, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2924, top5_acc: 0.5344, loss_cls: 3.4108, loss: 3.4108, grad_norm: 1.3494 2020-10-08 01:20:59,319 - mmaction - INFO - Epoch [141][1140/1413] lr: 2.560e-01, eta: 1 day, 21:09:20, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.3074, top5_acc: 0.5438, loss_cls: 3.3973, loss: 3.3973, grad_norm: 1.3560 2020-10-08 01:21:18,921 - mmaction - INFO - Epoch [141][1160/1413] lr: 2.560e-01, eta: 1 day, 21:08:59, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3013, top5_acc: 0.5396, loss_cls: 3.4095, loss: 3.4095, grad_norm: 1.3305 2020-10-08 01:21:38,511 - mmaction - INFO - Epoch [141][1180/1413] lr: 2.560e-01, eta: 1 day, 21:08:39, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2931, top5_acc: 0.5312, loss_cls: 3.4459, loss: 3.4459, grad_norm: 1.3411 2020-10-08 01:21:58,144 - mmaction - INFO - Epoch [141][1200/1413] lr: 2.560e-01, eta: 1 day, 21:08:19, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2991, top5_acc: 0.5290, loss_cls: 3.4518, loss: 3.4518, grad_norm: 1.3434 2020-10-08 01:22:17,834 - mmaction - INFO - Epoch [141][1220/1413] lr: 2.560e-01, eta: 1 day, 21:07:58, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3048, top5_acc: 0.5430, loss_cls: 3.3947, loss: 3.3947, grad_norm: 1.3564 2020-10-08 01:22:37,350 - mmaction - INFO - Epoch [141][1240/1413] lr: 2.560e-01, eta: 1 day, 21:07:38, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2973, top5_acc: 0.5418, loss_cls: 3.3888, loss: 3.3888, grad_norm: 1.3365 2020-10-08 01:22:56,953 - mmaction - INFO - Epoch [141][1260/1413] lr: 2.560e-01, eta: 1 day, 21:07:17, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2974, top5_acc: 0.5277, loss_cls: 3.4556, loss: 3.4556, grad_norm: 1.3408 2020-10-08 01:23:16,493 - mmaction - INFO - Epoch [141][1280/1413] lr: 2.560e-01, eta: 1 day, 21:06:57, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2956, top5_acc: 0.5392, loss_cls: 3.4118, loss: 3.4118, grad_norm: 1.3175 2020-10-08 01:23:36,102 - mmaction - INFO - Epoch [141][1300/1413] lr: 2.560e-01, eta: 1 day, 21:06:36, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2930, top5_acc: 0.5305, loss_cls: 3.4356, loss: 3.4356, grad_norm: 1.3291 2020-10-08 01:23:55,723 - mmaction - INFO - Epoch [141][1320/1413] lr: 2.560e-01, eta: 1 day, 21:06:16, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3010, top5_acc: 0.5370, loss_cls: 3.3998, loss: 3.3998, grad_norm: 1.3415 2020-10-08 01:24:15,358 - mmaction - INFO - Epoch [141][1340/1413] lr: 2.560e-01, eta: 1 day, 21:05:55, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3000, top5_acc: 0.5370, loss_cls: 3.4154, loss: 3.4154, grad_norm: 1.3411 2020-10-08 01:24:34,913 - mmaction - INFO - Epoch [141][1360/1413] lr: 2.560e-01, eta: 1 day, 21:05:35, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2958, top5_acc: 0.5357, loss_cls: 3.4205, loss: 3.4205, grad_norm: 1.3264 2020-10-08 01:24:54,527 - mmaction - INFO - Epoch [141][1380/1413] lr: 2.560e-01, eta: 1 day, 21:05:15, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3001, top5_acc: 0.5437, loss_cls: 3.3960, loss: 3.3960, grad_norm: 1.3425 2020-10-08 01:25:14,161 - mmaction - INFO - Epoch [141][1400/1413] lr: 2.560e-01, eta: 1 day, 21:04:54, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2965, top5_acc: 0.5389, loss_cls: 3.4198, loss: 3.4198, grad_norm: 1.3487 2020-10-08 01:26:17,537 - mmaction - INFO - Epoch [142][20/1413] lr: 2.523e-01, eta: 1 day, 21:04:43, time: 2.515, data_time: 1.369, memory: 8482, top1_acc: 0.2947, top5_acc: 0.5315, loss_cls: 3.4003, loss: 3.4003, grad_norm: 1.3445 2020-10-08 01:26:36,909 - mmaction - INFO - Epoch [142][40/1413] lr: 2.523e-01, eta: 1 day, 21:04:22, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3073, top5_acc: 0.5419, loss_cls: 3.3801, loss: 3.3801, grad_norm: 1.3475 2020-10-08 01:26:56,437 - mmaction - INFO - Epoch [142][60/1413] lr: 2.523e-01, eta: 1 day, 21:04:01, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2977, top5_acc: 0.5434, loss_cls: 3.3804, loss: 3.3804, grad_norm: 1.3558 2020-10-08 01:27:15,983 - mmaction - INFO - Epoch [142][80/1413] lr: 2.523e-01, eta: 1 day, 21:03:41, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3021, top5_acc: 0.5464, loss_cls: 3.3791, loss: 3.3791, grad_norm: 1.3409 2020-10-08 01:27:35,574 - mmaction - INFO - Epoch [142][100/1413] lr: 2.523e-01, eta: 1 day, 21:03:20, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.3108, top5_acc: 0.5444, loss_cls: 3.3597, loss: 3.3597, grad_norm: 1.3558 2020-10-08 01:27:55,077 - mmaction - INFO - Epoch [142][120/1413] lr: 2.523e-01, eta: 1 day, 21:03:00, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3096, top5_acc: 0.5495, loss_cls: 3.3501, loss: 3.3501, grad_norm: 1.3472 2020-10-08 01:28:14,648 - mmaction - INFO - Epoch [142][140/1413] lr: 2.523e-01, eta: 1 day, 21:02:39, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3049, top5_acc: 0.5451, loss_cls: 3.3735, loss: 3.3735, grad_norm: 1.3688 2020-10-08 01:28:34,297 - mmaction - INFO - Epoch [142][160/1413] lr: 2.523e-01, eta: 1 day, 21:02:19, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3051, top5_acc: 0.5413, loss_cls: 3.3733, loss: 3.3733, grad_norm: 1.3388 2020-10-08 01:28:53,958 - mmaction - INFO - Epoch [142][180/1413] lr: 2.523e-01, eta: 1 day, 21:01:59, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2971, top5_acc: 0.5345, loss_cls: 3.4075, loss: 3.4075, grad_norm: 1.3642 2020-10-08 01:29:13,573 - mmaction - INFO - Epoch [142][200/1413] lr: 2.523e-01, eta: 1 day, 21:01:38, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3039, top5_acc: 0.5400, loss_cls: 3.3911, loss: 3.3911, grad_norm: 1.3403 2020-10-08 01:29:33,155 - mmaction - INFO - Epoch [142][220/1413] lr: 2.523e-01, eta: 1 day, 21:01:18, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2995, top5_acc: 0.5396, loss_cls: 3.3737, loss: 3.3737, grad_norm: 1.3566 2020-10-08 01:29:52,717 - mmaction - INFO - Epoch [142][240/1413] lr: 2.523e-01, eta: 1 day, 21:00:57, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3030, top5_acc: 0.5363, loss_cls: 3.4092, loss: 3.4092, grad_norm: 1.3297 2020-10-08 01:30:11,420 - mmaction - INFO - Epoch [142][260/1413] lr: 2.523e-01, eta: 1 day, 21:00:36, time: 0.934, data_time: 0.002, memory: 8482, top1_acc: 0.3060, top5_acc: 0.5464, loss_cls: 3.3595, loss: 3.3595, grad_norm: 1.3502 2020-10-08 01:30:31,004 - mmaction - INFO - Epoch [142][280/1413] lr: 2.523e-01, eta: 1 day, 21:00:15, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.3040, top5_acc: 0.5385, loss_cls: 3.3962, loss: 3.3962, grad_norm: 1.3524 2020-10-08 01:30:50,669 - mmaction - INFO - Epoch [142][300/1413] lr: 2.523e-01, eta: 1 day, 20:59:55, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2982, top5_acc: 0.5453, loss_cls: 3.4107, loss: 3.4107, grad_norm: 1.3393 2020-10-08 01:31:10,297 - mmaction - INFO - Epoch [142][320/1413] lr: 2.523e-01, eta: 1 day, 20:59:35, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3039, top5_acc: 0.5396, loss_cls: 3.3970, loss: 3.3970, grad_norm: 1.3523 2020-10-08 01:31:29,895 - mmaction - INFO - Epoch [142][340/1413] lr: 2.523e-01, eta: 1 day, 20:59:14, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.3004, top5_acc: 0.5415, loss_cls: 3.3659, loss: 3.3659, grad_norm: 1.3316 2020-10-08 01:31:49,646 - mmaction - INFO - Epoch [142][360/1413] lr: 2.523e-01, eta: 1 day, 20:58:54, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.2984, top5_acc: 0.5423, loss_cls: 3.3902, loss: 3.3902, grad_norm: 1.3429 2020-10-08 01:32:09,335 - mmaction - INFO - Epoch [142][380/1413] lr: 2.523e-01, eta: 1 day, 20:58:34, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3003, top5_acc: 0.5375, loss_cls: 3.4080, loss: 3.4080, grad_norm: 1.3496 2020-10-08 01:32:28,989 - mmaction - INFO - Epoch [142][400/1413] lr: 2.523e-01, eta: 1 day, 20:58:13, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2965, top5_acc: 0.5376, loss_cls: 3.4060, loss: 3.4060, grad_norm: 1.3473 2020-10-08 01:32:48,643 - mmaction - INFO - Epoch [142][420/1413] lr: 2.523e-01, eta: 1 day, 20:57:53, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2962, top5_acc: 0.5318, loss_cls: 3.4267, loss: 3.4267, grad_norm: 1.3569 2020-10-08 01:33:08,308 - mmaction - INFO - Epoch [142][440/1413] lr: 2.523e-01, eta: 1 day, 20:57:32, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3117, top5_acc: 0.5421, loss_cls: 3.3605, loss: 3.3605, grad_norm: 1.3446 2020-10-08 01:33:27,892 - mmaction - INFO - Epoch [142][460/1413] lr: 2.523e-01, eta: 1 day, 20:57:12, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2948, top5_acc: 0.5443, loss_cls: 3.3781, loss: 3.3781, grad_norm: 1.3664 2020-10-08 01:33:47,496 - mmaction - INFO - Epoch [142][480/1413] lr: 2.523e-01, eta: 1 day, 20:56:52, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3021, top5_acc: 0.5447, loss_cls: 3.3886, loss: 3.3886, grad_norm: 1.3385 2020-10-08 01:34:07,128 - mmaction - INFO - Epoch [142][500/1413] lr: 2.523e-01, eta: 1 day, 20:56:31, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3008, top5_acc: 0.5374, loss_cls: 3.3967, loss: 3.3967, grad_norm: 1.3440 2020-10-08 01:34:26,704 - mmaction - INFO - Epoch [142][520/1413] lr: 2.523e-01, eta: 1 day, 20:56:11, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2931, top5_acc: 0.5402, loss_cls: 3.4217, loss: 3.4217, grad_norm: 1.3665 2020-10-08 01:34:46,307 - mmaction - INFO - Epoch [142][540/1413] lr: 2.523e-01, eta: 1 day, 20:55:50, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3014, top5_acc: 0.5380, loss_cls: 3.3819, loss: 3.3819, grad_norm: 1.3440 2020-10-08 01:35:05,939 - mmaction - INFO - Epoch [142][560/1413] lr: 2.523e-01, eta: 1 day, 20:55:30, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3056, top5_acc: 0.5447, loss_cls: 3.3781, loss: 3.3781, grad_norm: 1.3516 2020-10-08 01:35:25,472 - mmaction - INFO - Epoch [142][580/1413] lr: 2.523e-01, eta: 1 day, 20:55:09, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3043, top5_acc: 0.5327, loss_cls: 3.4193, loss: 3.4193, grad_norm: 1.3260 2020-10-08 01:35:45,106 - mmaction - INFO - Epoch [142][600/1413] lr: 2.523e-01, eta: 1 day, 20:54:49, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3091, top5_acc: 0.5387, loss_cls: 3.3846, loss: 3.3846, grad_norm: 1.3311 2020-10-08 01:36:04,769 - mmaction - INFO - Epoch [142][620/1413] lr: 2.523e-01, eta: 1 day, 20:54:29, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3074, top5_acc: 0.5395, loss_cls: 3.3641, loss: 3.3641, grad_norm: 1.3433 2020-10-08 01:36:24,299 - mmaction - INFO - Epoch [142][640/1413] lr: 2.523e-01, eta: 1 day, 20:54:08, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.3132, top5_acc: 0.5536, loss_cls: 3.3281, loss: 3.3281, grad_norm: 1.3615 2020-10-08 01:36:43,921 - mmaction - INFO - Epoch [142][660/1413] lr: 2.523e-01, eta: 1 day, 20:53:48, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3107, top5_acc: 0.5413, loss_cls: 3.3942, loss: 3.3942, grad_norm: 1.3502 2020-10-08 01:37:03,432 - mmaction - INFO - Epoch [142][680/1413] lr: 2.523e-01, eta: 1 day, 20:53:27, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3107, top5_acc: 0.5435, loss_cls: 3.3662, loss: 3.3662, grad_norm: 1.3508 2020-10-08 01:37:23,053 - mmaction - INFO - Epoch [142][700/1413] lr: 2.523e-01, eta: 1 day, 20:53:07, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3057, top5_acc: 0.5451, loss_cls: 3.3749, loss: 3.3749, grad_norm: 1.3446 2020-10-08 01:37:42,715 - mmaction - INFO - Epoch [142][720/1413] lr: 2.523e-01, eta: 1 day, 20:52:46, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3023, top5_acc: 0.5444, loss_cls: 3.3921, loss: 3.3921, grad_norm: 1.3527 2020-10-08 01:38:02,251 - mmaction - INFO - Epoch [142][740/1413] lr: 2.523e-01, eta: 1 day, 20:52:26, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3004, top5_acc: 0.5370, loss_cls: 3.4154, loss: 3.4154, grad_norm: 1.3908 2020-10-08 01:38:21,799 - mmaction - INFO - Epoch [142][760/1413] lr: 2.523e-01, eta: 1 day, 20:52:05, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3052, top5_acc: 0.5435, loss_cls: 3.3764, loss: 3.3764, grad_norm: 1.3595 2020-10-08 01:38:41,383 - mmaction - INFO - Epoch [142][780/1413] lr: 2.523e-01, eta: 1 day, 20:51:45, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2871, top5_acc: 0.5285, loss_cls: 3.4303, loss: 3.4303, grad_norm: 1.3491 2020-10-08 01:39:00,978 - mmaction - INFO - Epoch [142][800/1413] lr: 2.523e-01, eta: 1 day, 20:51:24, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3040, top5_acc: 0.5393, loss_cls: 3.3856, loss: 3.3856, grad_norm: 1.3396 2020-10-08 01:39:20,598 - mmaction - INFO - Epoch [142][820/1413] lr: 2.523e-01, eta: 1 day, 20:51:04, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3013, top5_acc: 0.5332, loss_cls: 3.4166, loss: 3.4166, grad_norm: 1.3468 2020-10-08 01:39:40,276 - mmaction - INFO - Epoch [142][840/1413] lr: 2.523e-01, eta: 1 day, 20:50:44, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3079, top5_acc: 0.5480, loss_cls: 3.3631, loss: 3.3631, grad_norm: 1.3388 2020-10-08 01:39:59,928 - mmaction - INFO - Epoch [142][860/1413] lr: 2.523e-01, eta: 1 day, 20:50:23, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3027, top5_acc: 0.5359, loss_cls: 3.3729, loss: 3.3729, grad_norm: 1.3327 2020-10-08 01:40:19,530 - mmaction - INFO - Epoch [142][880/1413] lr: 2.523e-01, eta: 1 day, 20:50:03, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2984, top5_acc: 0.5445, loss_cls: 3.4111, loss: 3.4111, grad_norm: 1.3207 2020-10-08 01:40:39,082 - mmaction - INFO - Epoch [142][900/1413] lr: 2.523e-01, eta: 1 day, 20:49:42, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3081, top5_acc: 0.5376, loss_cls: 3.3921, loss: 3.3921, grad_norm: 1.3668 2020-10-08 01:40:58,581 - mmaction - INFO - Epoch [142][920/1413] lr: 2.523e-01, eta: 1 day, 20:49:22, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2956, top5_acc: 0.5315, loss_cls: 3.4055, loss: 3.4055, grad_norm: 1.3413 2020-10-08 01:41:18,099 - mmaction - INFO - Epoch [142][940/1413] lr: 2.523e-01, eta: 1 day, 20:49:01, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2930, top5_acc: 0.5253, loss_cls: 3.4631, loss: 3.4631, grad_norm: 1.3374 2020-10-08 01:41:37,752 - mmaction - INFO - Epoch [142][960/1413] lr: 2.523e-01, eta: 1 day, 20:48:41, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3039, top5_acc: 0.5509, loss_cls: 3.3637, loss: 3.3637, grad_norm: 1.3387 2020-10-08 01:41:57,357 - mmaction - INFO - Epoch [142][980/1413] lr: 2.523e-01, eta: 1 day, 20:48:21, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2878, top5_acc: 0.5378, loss_cls: 3.4299, loss: 3.4299, grad_norm: 1.3704 2020-10-08 01:42:16,990 - mmaction - INFO - Epoch [142][1000/1413] lr: 2.523e-01, eta: 1 day, 20:48:00, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2977, top5_acc: 0.5299, loss_cls: 3.4214, loss: 3.4214, grad_norm: 1.3473 2020-10-08 01:42:36,630 - mmaction - INFO - Epoch [142][1020/1413] lr: 2.523e-01, eta: 1 day, 20:47:40, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2943, top5_acc: 0.5306, loss_cls: 3.4307, loss: 3.4307, grad_norm: 1.3441 2020-10-08 01:42:56,216 - mmaction - INFO - Epoch [142][1040/1413] lr: 2.523e-01, eta: 1 day, 20:47:19, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2999, top5_acc: 0.5430, loss_cls: 3.3867, loss: 3.3867, grad_norm: 1.3304 2020-10-08 01:43:15,874 - mmaction - INFO - Epoch [142][1060/1413] lr: 2.523e-01, eta: 1 day, 20:46:59, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3007, top5_acc: 0.5297, loss_cls: 3.4048, loss: 3.4048, grad_norm: 1.3598 2020-10-08 01:43:35,642 - mmaction - INFO - Epoch [142][1080/1413] lr: 2.523e-01, eta: 1 day, 20:46:39, time: 0.988, data_time: 0.001, memory: 8482, top1_acc: 0.3012, top5_acc: 0.5382, loss_cls: 3.3695, loss: 3.3695, grad_norm: 1.3591 2020-10-08 01:43:55,271 - mmaction - INFO - Epoch [142][1100/1413] lr: 2.523e-01, eta: 1 day, 20:46:18, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2952, top5_acc: 0.5435, loss_cls: 3.3825, loss: 3.3825, grad_norm: 1.3568 2020-10-08 01:44:14,963 - mmaction - INFO - Epoch [142][1120/1413] lr: 2.523e-01, eta: 1 day, 20:45:58, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.2947, top5_acc: 0.5337, loss_cls: 3.4154, loss: 3.4154, grad_norm: 1.3592 2020-10-08 01:44:34,601 - mmaction - INFO - Epoch [142][1140/1413] lr: 2.523e-01, eta: 1 day, 20:45:38, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2992, top5_acc: 0.5427, loss_cls: 3.3834, loss: 3.3834, grad_norm: 1.3399 2020-10-08 01:44:54,229 - mmaction - INFO - Epoch [142][1160/1413] lr: 2.523e-01, eta: 1 day, 20:45:17, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3042, top5_acc: 0.5398, loss_cls: 3.3927, loss: 3.3927, grad_norm: 1.3532 2020-10-08 01:45:13,816 - mmaction - INFO - Epoch [142][1180/1413] lr: 2.523e-01, eta: 1 day, 20:44:57, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3025, top5_acc: 0.5411, loss_cls: 3.3776, loss: 3.3776, grad_norm: 1.3421 2020-10-08 01:45:33,406 - mmaction - INFO - Epoch [142][1200/1413] lr: 2.523e-01, eta: 1 day, 20:44:36, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2996, top5_acc: 0.5324, loss_cls: 3.4192, loss: 3.4192, grad_norm: 1.3484 2020-10-08 01:45:52,991 - mmaction - INFO - Epoch [142][1220/1413] lr: 2.523e-01, eta: 1 day, 20:44:16, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2936, top5_acc: 0.5331, loss_cls: 3.4131, loss: 3.4131, grad_norm: 1.3436 2020-10-08 01:46:12,548 - mmaction - INFO - Epoch [142][1240/1413] lr: 2.523e-01, eta: 1 day, 20:43:55, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.2926, top5_acc: 0.5349, loss_cls: 3.4161, loss: 3.4161, grad_norm: 1.3556 2020-10-08 01:46:32,272 - mmaction - INFO - Epoch [142][1260/1413] lr: 2.523e-01, eta: 1 day, 20:43:35, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.2947, top5_acc: 0.5385, loss_cls: 3.3917, loss: 3.3917, grad_norm: 1.3651 2020-10-08 01:46:51,857 - mmaction - INFO - Epoch [142][1280/1413] lr: 2.523e-01, eta: 1 day, 20:43:15, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2935, top5_acc: 0.5370, loss_cls: 3.4134, loss: 3.4134, grad_norm: 1.3371 2020-10-08 01:47:11,422 - mmaction - INFO - Epoch [142][1300/1413] lr: 2.523e-01, eta: 1 day, 20:42:54, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3056, top5_acc: 0.5397, loss_cls: 3.3760, loss: 3.3760, grad_norm: 1.3491 2020-10-08 01:47:31,019 - mmaction - INFO - Epoch [142][1320/1413] lr: 2.523e-01, eta: 1 day, 20:42:34, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2960, top5_acc: 0.5341, loss_cls: 3.4453, loss: 3.4453, grad_norm: 1.3667 2020-10-08 01:47:50,654 - mmaction - INFO - Epoch [142][1340/1413] lr: 2.523e-01, eta: 1 day, 20:42:13, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3004, top5_acc: 0.5439, loss_cls: 3.3811, loss: 3.3811, grad_norm: 1.3576 2020-10-08 01:48:10,220 - mmaction - INFO - Epoch [142][1360/1413] lr: 2.523e-01, eta: 1 day, 20:41:53, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2928, top5_acc: 0.5293, loss_cls: 3.4481, loss: 3.4481, grad_norm: 1.3579 2020-10-08 01:48:29,758 - mmaction - INFO - Epoch [142][1380/1413] lr: 2.523e-01, eta: 1 day, 20:41:33, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2948, top5_acc: 0.5333, loss_cls: 3.3994, loss: 3.3994, grad_norm: 1.3608 2020-10-08 01:48:49,220 - mmaction - INFO - Epoch [142][1400/1413] lr: 2.523e-01, eta: 1 day, 20:41:12, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3030, top5_acc: 0.5435, loss_cls: 3.3972, loss: 3.3972, grad_norm: 1.3399 2020-10-08 01:49:53,741 - mmaction - INFO - Epoch [143][20/1413] lr: 2.487e-01, eta: 1 day, 20:41:01, time: 2.565, data_time: 1.562, memory: 8482, top1_acc: 0.3072, top5_acc: 0.5414, loss_cls: 3.3464, loss: 3.3464, grad_norm: 1.3479 2020-10-08 01:50:13,095 - mmaction - INFO - Epoch [143][40/1413] lr: 2.487e-01, eta: 1 day, 20:40:41, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3030, top5_acc: 0.5415, loss_cls: 3.4046, loss: 3.4046, grad_norm: 1.3551 2020-10-08 01:50:32,663 - mmaction - INFO - Epoch [143][60/1413] lr: 2.487e-01, eta: 1 day, 20:40:20, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3016, top5_acc: 0.5513, loss_cls: 3.3471, loss: 3.3471, grad_norm: 1.3611 2020-10-08 01:50:52,295 - mmaction - INFO - Epoch [143][80/1413] lr: 2.487e-01, eta: 1 day, 20:40:00, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2978, top5_acc: 0.5359, loss_cls: 3.4255, loss: 3.4255, grad_norm: 1.3699 2020-10-08 01:51:12,029 - mmaction - INFO - Epoch [143][100/1413] lr: 2.487e-01, eta: 1 day, 20:39:39, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3111, top5_acc: 0.5482, loss_cls: 3.3667, loss: 3.3667, grad_norm: 1.3802 2020-10-08 01:51:31,657 - mmaction - INFO - Epoch [143][120/1413] lr: 2.487e-01, eta: 1 day, 20:39:19, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3023, top5_acc: 0.5436, loss_cls: 3.3772, loss: 3.3772, grad_norm: 1.3569 2020-10-08 01:51:51,281 - mmaction - INFO - Epoch [143][140/1413] lr: 2.487e-01, eta: 1 day, 20:38:59, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.2978, top5_acc: 0.5406, loss_cls: 3.3694, loss: 3.3694, grad_norm: 1.3575 2020-10-08 01:52:10,910 - mmaction - INFO - Epoch [143][160/1413] lr: 2.487e-01, eta: 1 day, 20:38:38, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2997, top5_acc: 0.5375, loss_cls: 3.4045, loss: 3.4045, grad_norm: 1.3470 2020-10-08 01:52:30,453 - mmaction - INFO - Epoch [143][180/1413] lr: 2.487e-01, eta: 1 day, 20:38:18, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2966, top5_acc: 0.5320, loss_cls: 3.4088, loss: 3.4088, grad_norm: 1.3560 2020-10-08 01:52:50,043 - mmaction - INFO - Epoch [143][200/1413] lr: 2.487e-01, eta: 1 day, 20:37:57, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3003, top5_acc: 0.5453, loss_cls: 3.3661, loss: 3.3661, grad_norm: 1.3352 2020-10-08 01:53:09,664 - mmaction - INFO - Epoch [143][220/1413] lr: 2.487e-01, eta: 1 day, 20:37:37, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3066, top5_acc: 0.5400, loss_cls: 3.3623, loss: 3.3623, grad_norm: 1.3461 2020-10-08 01:53:29,219 - mmaction - INFO - Epoch [143][240/1413] lr: 2.487e-01, eta: 1 day, 20:37:16, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.3030, top5_acc: 0.5333, loss_cls: 3.4117, loss: 3.4117, grad_norm: 1.3509 2020-10-08 01:53:48,841 - mmaction - INFO - Epoch [143][260/1413] lr: 2.487e-01, eta: 1 day, 20:36:56, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3064, top5_acc: 0.5495, loss_cls: 3.3407, loss: 3.3407, grad_norm: 1.3574 2020-10-08 01:54:08,433 - mmaction - INFO - Epoch [143][280/1413] lr: 2.487e-01, eta: 1 day, 20:36:36, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3117, top5_acc: 0.5569, loss_cls: 3.3551, loss: 3.3551, grad_norm: 1.3493 2020-10-08 01:54:28,145 - mmaction - INFO - Epoch [143][300/1413] lr: 2.487e-01, eta: 1 day, 20:36:15, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.3007, top5_acc: 0.5430, loss_cls: 3.3798, loss: 3.3798, grad_norm: 1.3649 2020-10-08 01:54:47,700 - mmaction - INFO - Epoch [143][320/1413] lr: 2.487e-01, eta: 1 day, 20:35:55, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2943, top5_acc: 0.5365, loss_cls: 3.4501, loss: 3.4501, grad_norm: 1.3439 2020-10-08 01:55:07,343 - mmaction - INFO - Epoch [143][340/1413] lr: 2.487e-01, eta: 1 day, 20:35:34, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3099, top5_acc: 0.5496, loss_cls: 3.3379, loss: 3.3379, grad_norm: 1.3381 2020-10-08 01:55:26,947 - mmaction - INFO - Epoch [143][360/1413] lr: 2.487e-01, eta: 1 day, 20:35:14, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3085, top5_acc: 0.5426, loss_cls: 3.3848, loss: 3.3848, grad_norm: 1.3440 2020-10-08 01:55:46,482 - mmaction - INFO - Epoch [143][380/1413] lr: 2.487e-01, eta: 1 day, 20:34:53, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3077, top5_acc: 0.5539, loss_cls: 3.3209, loss: 3.3209, grad_norm: 1.3522 2020-10-08 01:56:06,035 - mmaction - INFO - Epoch [143][400/1413] lr: 2.487e-01, eta: 1 day, 20:34:33, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2934, top5_acc: 0.5357, loss_cls: 3.4211, loss: 3.4211, grad_norm: 1.3741 2020-10-08 01:56:25,772 - mmaction - INFO - Epoch [143][420/1413] lr: 2.487e-01, eta: 1 day, 20:34:13, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.2982, top5_acc: 0.5335, loss_cls: 3.3982, loss: 3.3982, grad_norm: 1.3728 2020-10-08 01:56:45,387 - mmaction - INFO - Epoch [143][440/1413] lr: 2.487e-01, eta: 1 day, 20:33:52, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2978, top5_acc: 0.5445, loss_cls: 3.4055, loss: 3.4055, grad_norm: 1.3459 2020-10-08 01:57:04,952 - mmaction - INFO - Epoch [143][460/1413] lr: 2.487e-01, eta: 1 day, 20:33:32, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.2969, top5_acc: 0.5349, loss_cls: 3.4315, loss: 3.4315, grad_norm: 1.3504 2020-10-08 01:57:24,501 - mmaction - INFO - Epoch [143][480/1413] lr: 2.487e-01, eta: 1 day, 20:33:11, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.3095, top5_acc: 0.5430, loss_cls: 3.3529, loss: 3.3529, grad_norm: 1.3559 2020-10-08 01:57:44,058 - mmaction - INFO - Epoch [143][500/1413] lr: 2.487e-01, eta: 1 day, 20:32:51, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3017, top5_acc: 0.5417, loss_cls: 3.3695, loss: 3.3695, grad_norm: 1.3735 2020-10-08 01:58:03,631 - mmaction - INFO - Epoch [143][520/1413] lr: 2.487e-01, eta: 1 day, 20:32:30, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3062, top5_acc: 0.5273, loss_cls: 3.4348, loss: 3.4348, grad_norm: 1.3781 2020-10-08 01:58:23,142 - mmaction - INFO - Epoch [143][540/1413] lr: 2.487e-01, eta: 1 day, 20:32:10, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2928, top5_acc: 0.5348, loss_cls: 3.4194, loss: 3.4194, grad_norm: 1.3457 2020-10-08 01:58:42,711 - mmaction - INFO - Epoch [143][560/1413] lr: 2.487e-01, eta: 1 day, 20:31:49, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3010, top5_acc: 0.5462, loss_cls: 3.3857, loss: 3.3857, grad_norm: 1.3514 2020-10-08 01:59:02,368 - mmaction - INFO - Epoch [143][580/1413] lr: 2.487e-01, eta: 1 day, 20:31:29, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3061, top5_acc: 0.5482, loss_cls: 3.3559, loss: 3.3559, grad_norm: 1.3538 2020-10-08 01:59:21,949 - mmaction - INFO - Epoch [143][600/1413] lr: 2.487e-01, eta: 1 day, 20:31:09, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3060, top5_acc: 0.5395, loss_cls: 3.3755, loss: 3.3755, grad_norm: 1.3816 2020-10-08 01:59:41,511 - mmaction - INFO - Epoch [143][620/1413] lr: 2.487e-01, eta: 1 day, 20:30:48, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2943, top5_acc: 0.5391, loss_cls: 3.4000, loss: 3.4000, grad_norm: 1.3513 2020-10-08 02:00:01,121 - mmaction - INFO - Epoch [143][640/1413] lr: 2.487e-01, eta: 1 day, 20:30:28, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3036, top5_acc: 0.5428, loss_cls: 3.3937, loss: 3.3937, grad_norm: 1.3345 2020-10-08 02:00:21,143 - mmaction - INFO - Epoch [143][660/1413] lr: 2.487e-01, eta: 1 day, 20:30:08, time: 1.001, data_time: 0.002, memory: 8482, top1_acc: 0.3012, top5_acc: 0.5421, loss_cls: 3.3919, loss: 3.3919, grad_norm: 1.3885 2020-10-08 02:00:40,762 - mmaction - INFO - Epoch [143][680/1413] lr: 2.487e-01, eta: 1 day, 20:29:47, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3021, top5_acc: 0.5490, loss_cls: 3.3759, loss: 3.3759, grad_norm: 1.3497 2020-10-08 02:01:00,341 - mmaction - INFO - Epoch [143][700/1413] lr: 2.487e-01, eta: 1 day, 20:29:27, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3023, top5_acc: 0.5483, loss_cls: 3.3707, loss: 3.3707, grad_norm: 1.3508 2020-10-08 02:01:20,017 - mmaction - INFO - Epoch [143][720/1413] lr: 2.487e-01, eta: 1 day, 20:29:07, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3051, top5_acc: 0.5457, loss_cls: 3.3346, loss: 3.3346, grad_norm: 1.3591 2020-10-08 02:01:39,684 - mmaction - INFO - Epoch [143][740/1413] lr: 2.487e-01, eta: 1 day, 20:28:46, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3099, top5_acc: 0.5422, loss_cls: 3.3754, loss: 3.3754, grad_norm: 1.3567 2020-10-08 02:01:59,357 - mmaction - INFO - Epoch [143][760/1413] lr: 2.487e-01, eta: 1 day, 20:28:26, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3033, top5_acc: 0.5359, loss_cls: 3.4038, loss: 3.4038, grad_norm: 1.3582 2020-10-08 02:02:18,972 - mmaction - INFO - Epoch [143][780/1413] lr: 2.487e-01, eta: 1 day, 20:28:06, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3036, top5_acc: 0.5436, loss_cls: 3.3756, loss: 3.3756, grad_norm: 1.3557 2020-10-08 02:02:38,561 - mmaction - INFO - Epoch [143][800/1413] lr: 2.487e-01, eta: 1 day, 20:27:45, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2991, top5_acc: 0.5393, loss_cls: 3.4186, loss: 3.4186, grad_norm: 1.3599 2020-10-08 02:02:58,297 - mmaction - INFO - Epoch [143][820/1413] lr: 2.487e-01, eta: 1 day, 20:27:25, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3111, top5_acc: 0.5505, loss_cls: 3.3454, loss: 3.3454, grad_norm: 1.3571 2020-10-08 02:03:17,837 - mmaction - INFO - Epoch [143][840/1413] lr: 2.487e-01, eta: 1 day, 20:27:04, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.3063, top5_acc: 0.5423, loss_cls: 3.3704, loss: 3.3704, grad_norm: 1.3628 2020-10-08 02:03:37,447 - mmaction - INFO - Epoch [143][860/1413] lr: 2.487e-01, eta: 1 day, 20:26:44, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3092, top5_acc: 0.5490, loss_cls: 3.3419, loss: 3.3419, grad_norm: 1.3611 2020-10-08 02:03:57,013 - mmaction - INFO - Epoch [143][880/1413] lr: 2.487e-01, eta: 1 day, 20:26:24, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2941, top5_acc: 0.5405, loss_cls: 3.3964, loss: 3.3964, grad_norm: 1.3603 2020-10-08 02:04:16,628 - mmaction - INFO - Epoch [143][900/1413] lr: 2.487e-01, eta: 1 day, 20:26:03, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2969, top5_acc: 0.5339, loss_cls: 3.4303, loss: 3.4303, grad_norm: 1.3611 2020-10-08 02:04:36,270 - mmaction - INFO - Epoch [143][920/1413] lr: 2.487e-01, eta: 1 day, 20:25:43, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2987, top5_acc: 0.5370, loss_cls: 3.3731, loss: 3.3731, grad_norm: 1.3539 2020-10-08 02:04:55,819 - mmaction - INFO - Epoch [143][940/1413] lr: 2.487e-01, eta: 1 day, 20:25:22, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.2977, top5_acc: 0.5372, loss_cls: 3.4091, loss: 3.4091, grad_norm: 1.3681 2020-10-08 02:05:15,402 - mmaction - INFO - Epoch [143][960/1413] lr: 2.487e-01, eta: 1 day, 20:25:02, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2970, top5_acc: 0.5393, loss_cls: 3.3984, loss: 3.3984, grad_norm: 1.3457 2020-10-08 02:05:35,013 - mmaction - INFO - Epoch [143][980/1413] lr: 2.487e-01, eta: 1 day, 20:24:41, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3087, top5_acc: 0.5473, loss_cls: 3.3521, loss: 3.3521, grad_norm: 1.3560 2020-10-08 02:05:54,604 - mmaction - INFO - Epoch [143][1000/1413] lr: 2.487e-01, eta: 1 day, 20:24:21, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3010, top5_acc: 0.5401, loss_cls: 3.3844, loss: 3.3844, grad_norm: 1.3461 2020-10-08 02:06:14,208 - mmaction - INFO - Epoch [143][1020/1413] lr: 2.487e-01, eta: 1 day, 20:24:01, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3061, top5_acc: 0.5401, loss_cls: 3.3671, loss: 3.3671, grad_norm: 1.3880 2020-10-08 02:06:33,813 - mmaction - INFO - Epoch [143][1040/1413] lr: 2.487e-01, eta: 1 day, 20:23:40, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3031, top5_acc: 0.5467, loss_cls: 3.3706, loss: 3.3706, grad_norm: 1.3394 2020-10-08 02:06:53,310 - mmaction - INFO - Epoch [143][1060/1413] lr: 2.487e-01, eta: 1 day, 20:23:20, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.2889, top5_acc: 0.5306, loss_cls: 3.4399, loss: 3.4399, grad_norm: 1.3632 2020-10-08 02:07:13,005 - mmaction - INFO - Epoch [143][1080/1413] lr: 2.487e-01, eta: 1 day, 20:22:59, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2984, top5_acc: 0.5421, loss_cls: 3.3731, loss: 3.3731, grad_norm: 1.3405 2020-10-08 02:07:32,577 - mmaction - INFO - Epoch [143][1100/1413] lr: 2.487e-01, eta: 1 day, 20:22:39, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2980, top5_acc: 0.5437, loss_cls: 3.3837, loss: 3.3837, grad_norm: 1.3744 2020-10-08 02:07:52,195 - mmaction - INFO - Epoch [143][1120/1413] lr: 2.487e-01, eta: 1 day, 20:22:18, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2969, top5_acc: 0.5400, loss_cls: 3.4088, loss: 3.4088, grad_norm: 1.3514 2020-10-08 02:08:11,883 - mmaction - INFO - Epoch [143][1140/1413] lr: 2.487e-01, eta: 1 day, 20:21:58, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3046, top5_acc: 0.5460, loss_cls: 3.3697, loss: 3.3697, grad_norm: 1.3565 2020-10-08 02:08:31,484 - mmaction - INFO - Epoch [143][1160/1413] lr: 2.487e-01, eta: 1 day, 20:21:38, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3022, top5_acc: 0.5312, loss_cls: 3.4306, loss: 3.4306, grad_norm: 1.3630 2020-10-08 02:08:51,026 - mmaction - INFO - Epoch [143][1180/1413] lr: 2.487e-01, eta: 1 day, 20:21:17, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3000, top5_acc: 0.5400, loss_cls: 3.4071, loss: 3.4071, grad_norm: 1.3615 2020-10-08 02:09:10,666 - mmaction - INFO - Epoch [143][1200/1413] lr: 2.487e-01, eta: 1 day, 20:20:57, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2953, top5_acc: 0.5251, loss_cls: 3.4363, loss: 3.4363, grad_norm: 1.3692 2020-10-08 02:09:30,366 - mmaction - INFO - Epoch [143][1220/1413] lr: 2.487e-01, eta: 1 day, 20:20:37, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3035, top5_acc: 0.5396, loss_cls: 3.3875, loss: 3.3875, grad_norm: 1.3787 2020-10-08 02:09:49,951 - mmaction - INFO - Epoch [143][1240/1413] lr: 2.487e-01, eta: 1 day, 20:20:16, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3051, top5_acc: 0.5434, loss_cls: 3.3812, loss: 3.3812, grad_norm: 1.3491 2020-10-08 02:10:09,569 - mmaction - INFO - Epoch [143][1260/1413] lr: 2.487e-01, eta: 1 day, 20:19:56, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3016, top5_acc: 0.5451, loss_cls: 3.3842, loss: 3.3842, grad_norm: 1.3624 2020-10-08 02:10:29,253 - mmaction - INFO - Epoch [143][1280/1413] lr: 2.487e-01, eta: 1 day, 20:19:35, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3047, top5_acc: 0.5440, loss_cls: 3.3668, loss: 3.3668, grad_norm: 1.3617 2020-10-08 02:10:48,915 - mmaction - INFO - Epoch [143][1300/1413] lr: 2.487e-01, eta: 1 day, 20:19:15, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2995, top5_acc: 0.5363, loss_cls: 3.3971, loss: 3.3971, grad_norm: 1.3692 2020-10-08 02:11:08,572 - mmaction - INFO - Epoch [143][1320/1413] lr: 2.487e-01, eta: 1 day, 20:18:55, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3100, top5_acc: 0.5454, loss_cls: 3.3732, loss: 3.3732, grad_norm: 1.3857 2020-10-08 02:11:28,149 - mmaction - INFO - Epoch [143][1340/1413] lr: 2.487e-01, eta: 1 day, 20:18:34, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2924, top5_acc: 0.5303, loss_cls: 3.4368, loss: 3.4368, grad_norm: 1.3705 2020-10-08 02:11:47,736 - mmaction - INFO - Epoch [143][1360/1413] lr: 2.487e-01, eta: 1 day, 20:18:14, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3003, top5_acc: 0.5348, loss_cls: 3.4369, loss: 3.4369, grad_norm: 1.3526 2020-10-08 02:12:07,305 - mmaction - INFO - Epoch [143][1380/1413] lr: 2.487e-01, eta: 1 day, 20:17:53, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3021, top5_acc: 0.5436, loss_cls: 3.3859, loss: 3.3859, grad_norm: 1.3494 2020-10-08 02:12:26,929 - mmaction - INFO - Epoch [143][1400/1413] lr: 2.487e-01, eta: 1 day, 20:17:33, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.2928, top5_acc: 0.5312, loss_cls: 3.4289, loss: 3.4289, grad_norm: 1.3570 2020-10-08 02:13:34,820 - mmaction - INFO - Epoch [144][20/1413] lr: 2.451e-01, eta: 1 day, 20:17:25, time: 2.675, data_time: 1.619, memory: 8482, top1_acc: 0.3066, top5_acc: 0.5478, loss_cls: 3.3700, loss: 3.3700, grad_norm: 1.3728 2020-10-08 02:13:54,186 - mmaction - INFO - Epoch [144][40/1413] lr: 2.451e-01, eta: 1 day, 20:17:04, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3023, top5_acc: 0.5440, loss_cls: 3.3895, loss: 3.3895, grad_norm: 1.3631 2020-10-08 02:14:13,721 - mmaction - INFO - Epoch [144][60/1413] lr: 2.451e-01, eta: 1 day, 20:16:43, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2918, top5_acc: 0.5352, loss_cls: 3.4110, loss: 3.4110, grad_norm: 1.3664 2020-10-08 02:14:33,309 - mmaction - INFO - Epoch [144][80/1413] lr: 2.451e-01, eta: 1 day, 20:16:23, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3013, top5_acc: 0.5464, loss_cls: 3.3730, loss: 3.3730, grad_norm: 1.3567 2020-10-08 02:14:52,890 - mmaction - INFO - Epoch [144][100/1413] lr: 2.451e-01, eta: 1 day, 20:16:02, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3115, top5_acc: 0.5499, loss_cls: 3.3298, loss: 3.3298, grad_norm: 1.3627 2020-10-08 02:15:12,495 - mmaction - INFO - Epoch [144][120/1413] lr: 2.451e-01, eta: 1 day, 20:15:42, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3210, top5_acc: 0.5589, loss_cls: 3.3010, loss: 3.3010, grad_norm: 1.3659 2020-10-08 02:15:31,961 - mmaction - INFO - Epoch [144][140/1413] lr: 2.451e-01, eta: 1 day, 20:15:21, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3068, top5_acc: 0.5452, loss_cls: 3.3590, loss: 3.3590, grad_norm: 1.3568 2020-10-08 02:15:51,537 - mmaction - INFO - Epoch [144][160/1413] lr: 2.451e-01, eta: 1 day, 20:15:01, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3122, top5_acc: 0.5422, loss_cls: 3.3575, loss: 3.3575, grad_norm: 1.3553 2020-10-08 02:16:11,322 - mmaction - INFO - Epoch [144][180/1413] lr: 2.451e-01, eta: 1 day, 20:14:41, time: 0.990, data_time: 0.003, memory: 8482, top1_acc: 0.2987, top5_acc: 0.5437, loss_cls: 3.3752, loss: 3.3752, grad_norm: 1.3768 2020-10-08 02:16:30,802 - mmaction - INFO - Epoch [144][200/1413] lr: 2.451e-01, eta: 1 day, 20:14:20, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.3057, top5_acc: 0.5414, loss_cls: 3.3514, loss: 3.3514, grad_norm: 1.3648 2020-10-08 02:16:50,458 - mmaction - INFO - Epoch [144][220/1413] lr: 2.451e-01, eta: 1 day, 20:14:00, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2938, top5_acc: 0.5322, loss_cls: 3.4128, loss: 3.4128, grad_norm: 1.3445 2020-10-08 02:17:10,171 - mmaction - INFO - Epoch [144][240/1413] lr: 2.451e-01, eta: 1 day, 20:13:40, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3085, top5_acc: 0.5441, loss_cls: 3.3786, loss: 3.3786, grad_norm: 1.3484 2020-10-08 02:17:29,828 - mmaction - INFO - Epoch [144][260/1413] lr: 2.451e-01, eta: 1 day, 20:13:19, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3138, top5_acc: 0.5512, loss_cls: 3.3401, loss: 3.3401, grad_norm: 1.3695 2020-10-08 02:17:49,426 - mmaction - INFO - Epoch [144][280/1413] lr: 2.451e-01, eta: 1 day, 20:12:59, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3017, top5_acc: 0.5491, loss_cls: 3.3612, loss: 3.3612, grad_norm: 1.3666 2020-10-08 02:18:09,032 - mmaction - INFO - Epoch [144][300/1413] lr: 2.451e-01, eta: 1 day, 20:12:38, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3086, top5_acc: 0.5441, loss_cls: 3.3662, loss: 3.3662, grad_norm: 1.3617 2020-10-08 02:18:28,670 - mmaction - INFO - Epoch [144][320/1413] lr: 2.451e-01, eta: 1 day, 20:12:18, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3049, top5_acc: 0.5432, loss_cls: 3.3826, loss: 3.3826, grad_norm: 1.3698 2020-10-08 02:18:48,339 - mmaction - INFO - Epoch [144][340/1413] lr: 2.451e-01, eta: 1 day, 20:11:58, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3081, top5_acc: 0.5510, loss_cls: 3.3483, loss: 3.3483, grad_norm: 1.3728 2020-10-08 02:19:08,059 - mmaction - INFO - Epoch [144][360/1413] lr: 2.451e-01, eta: 1 day, 20:11:37, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3035, top5_acc: 0.5400, loss_cls: 3.3883, loss: 3.3883, grad_norm: 1.3705 2020-10-08 02:19:27,794 - mmaction - INFO - Epoch [144][380/1413] lr: 2.451e-01, eta: 1 day, 20:11:17, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3036, top5_acc: 0.5413, loss_cls: 3.3682, loss: 3.3682, grad_norm: 1.3613 2020-10-08 02:19:47,522 - mmaction - INFO - Epoch [144][400/1413] lr: 2.451e-01, eta: 1 day, 20:10:57, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3042, top5_acc: 0.5365, loss_cls: 3.3983, loss: 3.3983, grad_norm: 1.3793 2020-10-08 02:20:07,212 - mmaction - INFO - Epoch [144][420/1413] lr: 2.451e-01, eta: 1 day, 20:10:37, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3016, top5_acc: 0.5417, loss_cls: 3.3844, loss: 3.3844, grad_norm: 1.3561 2020-10-08 02:20:26,860 - mmaction - INFO - Epoch [144][440/1413] lr: 2.451e-01, eta: 1 day, 20:10:16, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3137, top5_acc: 0.5501, loss_cls: 3.3373, loss: 3.3373, grad_norm: 1.3596 2020-10-08 02:20:46,541 - mmaction - INFO - Epoch [144][460/1413] lr: 2.451e-01, eta: 1 day, 20:09:56, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3007, top5_acc: 0.5359, loss_cls: 3.3830, loss: 3.3830, grad_norm: 1.3713 2020-10-08 02:21:06,228 - mmaction - INFO - Epoch [144][480/1413] lr: 2.451e-01, eta: 1 day, 20:09:36, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2999, top5_acc: 0.5391, loss_cls: 3.3989, loss: 3.3989, grad_norm: 1.3690 2020-10-08 02:21:25,764 - mmaction - INFO - Epoch [144][500/1413] lr: 2.451e-01, eta: 1 day, 20:09:15, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.2984, top5_acc: 0.5396, loss_cls: 3.3944, loss: 3.3944, grad_norm: 1.3706 2020-10-08 02:21:45,501 - mmaction - INFO - Epoch [144][520/1413] lr: 2.451e-01, eta: 1 day, 20:08:55, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.2999, top5_acc: 0.5445, loss_cls: 3.3871, loss: 3.3871, grad_norm: 1.3551 2020-10-08 02:22:05,169 - mmaction - INFO - Epoch [144][540/1413] lr: 2.451e-01, eta: 1 day, 20:08:35, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2954, top5_acc: 0.5453, loss_cls: 3.3704, loss: 3.3704, grad_norm: 1.3619 2020-10-08 02:22:24,786 - mmaction - INFO - Epoch [144][560/1413] lr: 2.451e-01, eta: 1 day, 20:08:14, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3061, top5_acc: 0.5428, loss_cls: 3.3824, loss: 3.3824, grad_norm: 1.3649 2020-10-08 02:22:44,375 - mmaction - INFO - Epoch [144][580/1413] lr: 2.451e-01, eta: 1 day, 20:07:54, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3049, top5_acc: 0.5458, loss_cls: 3.3636, loss: 3.3636, grad_norm: 1.3499 2020-10-08 02:23:04,081 - mmaction - INFO - Epoch [144][600/1413] lr: 2.451e-01, eta: 1 day, 20:07:33, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2995, top5_acc: 0.5482, loss_cls: 3.3527, loss: 3.3527, grad_norm: 1.3607 2020-10-08 02:23:23,714 - mmaction - INFO - Epoch [144][620/1413] lr: 2.451e-01, eta: 1 day, 20:07:13, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.2966, top5_acc: 0.5449, loss_cls: 3.3848, loss: 3.3848, grad_norm: 1.3611 2020-10-08 02:23:43,242 - mmaction - INFO - Epoch [144][640/1413] lr: 2.451e-01, eta: 1 day, 20:06:53, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3112, top5_acc: 0.5397, loss_cls: 3.3528, loss: 3.3528, grad_norm: 1.3497 2020-10-08 02:24:02,792 - mmaction - INFO - Epoch [144][660/1413] lr: 2.451e-01, eta: 1 day, 20:06:32, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.3044, top5_acc: 0.5475, loss_cls: 3.3543, loss: 3.3543, grad_norm: 1.3687 2020-10-08 02:24:22,400 - mmaction - INFO - Epoch [144][680/1413] lr: 2.451e-01, eta: 1 day, 20:06:12, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.2974, top5_acc: 0.5367, loss_cls: 3.4133, loss: 3.4133, grad_norm: 1.3734 2020-10-08 02:24:42,046 - mmaction - INFO - Epoch [144][700/1413] lr: 2.451e-01, eta: 1 day, 20:05:51, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3018, top5_acc: 0.5479, loss_cls: 3.3582, loss: 3.3582, grad_norm: 1.3600 2020-10-08 02:25:01,698 - mmaction - INFO - Epoch [144][720/1413] lr: 2.451e-01, eta: 1 day, 20:05:31, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3040, top5_acc: 0.5404, loss_cls: 3.3975, loss: 3.3975, grad_norm: 1.3590 2020-10-08 02:25:21,210 - mmaction - INFO - Epoch [144][740/1413] lr: 2.451e-01, eta: 1 day, 20:05:10, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3025, top5_acc: 0.5366, loss_cls: 3.4000, loss: 3.4000, grad_norm: 1.3571 2020-10-08 02:25:40,903 - mmaction - INFO - Epoch [144][760/1413] lr: 2.451e-01, eta: 1 day, 20:04:50, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3030, top5_acc: 0.5454, loss_cls: 3.3670, loss: 3.3670, grad_norm: 1.3652 2020-10-08 02:26:00,607 - mmaction - INFO - Epoch [144][780/1413] lr: 2.451e-01, eta: 1 day, 20:04:30, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3083, top5_acc: 0.5426, loss_cls: 3.3702, loss: 3.3702, grad_norm: 1.3473 2020-10-08 02:26:20,323 - mmaction - INFO - Epoch [144][800/1413] lr: 2.451e-01, eta: 1 day, 20:04:10, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3203, top5_acc: 0.5633, loss_cls: 3.3064, loss: 3.3064, grad_norm: 1.3828 2020-10-08 02:26:39,837 - mmaction - INFO - Epoch [144][820/1413] lr: 2.451e-01, eta: 1 day, 20:03:49, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.3013, top5_acc: 0.5413, loss_cls: 3.3929, loss: 3.3929, grad_norm: 1.3760 2020-10-08 02:26:59,575 - mmaction - INFO - Epoch [144][840/1413] lr: 2.451e-01, eta: 1 day, 20:03:29, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3001, top5_acc: 0.5466, loss_cls: 3.3553, loss: 3.3553, grad_norm: 1.3513 2020-10-08 02:27:19,126 - mmaction - INFO - Epoch [144][860/1413] lr: 2.451e-01, eta: 1 day, 20:03:08, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3026, top5_acc: 0.5492, loss_cls: 3.3723, loss: 3.3723, grad_norm: 1.3576 2020-10-08 02:27:38,743 - mmaction - INFO - Epoch [144][880/1413] lr: 2.451e-01, eta: 1 day, 20:02:48, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3108, top5_acc: 0.5411, loss_cls: 3.3546, loss: 3.3546, grad_norm: 1.3840 2020-10-08 02:27:58,326 - mmaction - INFO - Epoch [144][900/1413] lr: 2.451e-01, eta: 1 day, 20:02:28, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2982, top5_acc: 0.5379, loss_cls: 3.4066, loss: 3.4066, grad_norm: 1.3684 2020-10-08 02:28:18,014 - mmaction - INFO - Epoch [144][920/1413] lr: 2.451e-01, eta: 1 day, 20:02:07, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3056, top5_acc: 0.5395, loss_cls: 3.3827, loss: 3.3827, grad_norm: 1.3623 2020-10-08 02:28:37,690 - mmaction - INFO - Epoch [144][940/1413] lr: 2.451e-01, eta: 1 day, 20:01:47, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3052, top5_acc: 0.5395, loss_cls: 3.3777, loss: 3.3777, grad_norm: 1.3520 2020-10-08 02:28:57,322 - mmaction - INFO - Epoch [144][960/1413] lr: 2.451e-01, eta: 1 day, 20:01:27, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3013, top5_acc: 0.5322, loss_cls: 3.4335, loss: 3.4335, grad_norm: 1.3501 2020-10-08 02:29:16,851 - mmaction - INFO - Epoch [144][980/1413] lr: 2.451e-01, eta: 1 day, 20:01:06, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2935, top5_acc: 0.5339, loss_cls: 3.4211, loss: 3.4211, grad_norm: 1.3568 2020-10-08 02:29:36,557 - mmaction - INFO - Epoch [144][1000/1413] lr: 2.451e-01, eta: 1 day, 20:00:46, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3029, top5_acc: 0.5419, loss_cls: 3.3701, loss: 3.3701, grad_norm: 1.3607 2020-10-08 02:29:56,208 - mmaction - INFO - Epoch [144][1020/1413] lr: 2.451e-01, eta: 1 day, 20:00:25, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2951, top5_acc: 0.5339, loss_cls: 3.4230, loss: 3.4230, grad_norm: 1.3729 2020-10-08 02:30:15,052 - mmaction - INFO - Epoch [144][1040/1413] lr: 2.451e-01, eta: 1 day, 20:00:04, time: 0.941, data_time: 0.001, memory: 8482, top1_acc: 0.2993, top5_acc: 0.5385, loss_cls: 3.3948, loss: 3.3948, grad_norm: 1.3559 2020-10-08 02:30:34,706 - mmaction - INFO - Epoch [144][1060/1413] lr: 2.451e-01, eta: 1 day, 19:59:44, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3047, top5_acc: 0.5492, loss_cls: 3.3616, loss: 3.3616, grad_norm: 1.3859 2020-10-08 02:30:54,270 - mmaction - INFO - Epoch [144][1080/1413] lr: 2.451e-01, eta: 1 day, 19:59:23, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.2969, top5_acc: 0.5404, loss_cls: 3.3919, loss: 3.3919, grad_norm: 1.3641 2020-10-08 02:31:13,948 - mmaction - INFO - Epoch [144][1100/1413] lr: 2.451e-01, eta: 1 day, 19:59:03, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3051, top5_acc: 0.5444, loss_cls: 3.3734, loss: 3.3734, grad_norm: 1.3624 2020-10-08 02:31:33,525 - mmaction - INFO - Epoch [144][1120/1413] lr: 2.451e-01, eta: 1 day, 19:58:43, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3016, top5_acc: 0.5453, loss_cls: 3.3630, loss: 3.3630, grad_norm: 1.3748 2020-10-08 02:31:53,180 - mmaction - INFO - Epoch [144][1140/1413] lr: 2.451e-01, eta: 1 day, 19:58:22, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3087, top5_acc: 0.5378, loss_cls: 3.3846, loss: 3.3846, grad_norm: 1.3517 2020-10-08 02:32:12,821 - mmaction - INFO - Epoch [144][1160/1413] lr: 2.451e-01, eta: 1 day, 19:58:02, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3040, top5_acc: 0.5398, loss_cls: 3.3704, loss: 3.3704, grad_norm: 1.3740 2020-10-08 02:32:32,494 - mmaction - INFO - Epoch [144][1180/1413] lr: 2.451e-01, eta: 1 day, 19:57:42, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3056, top5_acc: 0.5441, loss_cls: 3.3673, loss: 3.3673, grad_norm: 1.3697 2020-10-08 02:32:52,127 - mmaction - INFO - Epoch [144][1200/1413] lr: 2.451e-01, eta: 1 day, 19:57:21, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3018, top5_acc: 0.5383, loss_cls: 3.3827, loss: 3.3827, grad_norm: 1.3715 2020-10-08 02:33:11,739 - mmaction - INFO - Epoch [144][1220/1413] lr: 2.451e-01, eta: 1 day, 19:57:01, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3001, top5_acc: 0.5465, loss_cls: 3.3904, loss: 3.3904, grad_norm: 1.3843 2020-10-08 02:33:31,432 - mmaction - INFO - Epoch [144][1240/1413] lr: 2.451e-01, eta: 1 day, 19:56:41, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2965, top5_acc: 0.5397, loss_cls: 3.3671, loss: 3.3671, grad_norm: 1.3490 2020-10-08 02:33:51,040 - mmaction - INFO - Epoch [144][1260/1413] lr: 2.451e-01, eta: 1 day, 19:56:20, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3039, top5_acc: 0.5426, loss_cls: 3.3916, loss: 3.3916, grad_norm: 1.3674 2020-10-08 02:34:10,546 - mmaction - INFO - Epoch [144][1280/1413] lr: 2.451e-01, eta: 1 day, 19:56:00, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2983, top5_acc: 0.5418, loss_cls: 3.3691, loss: 3.3691, grad_norm: 1.3722 2020-10-08 02:34:30,364 - mmaction - INFO - Epoch [144][1300/1413] lr: 2.451e-01, eta: 1 day, 19:55:39, time: 0.990, data_time: 0.001, memory: 8482, top1_acc: 0.3040, top5_acc: 0.5340, loss_cls: 3.4007, loss: 3.4007, grad_norm: 1.3589 2020-10-08 02:34:49,957 - mmaction - INFO - Epoch [144][1320/1413] lr: 2.451e-01, eta: 1 day, 19:55:19, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2931, top5_acc: 0.5310, loss_cls: 3.4248, loss: 3.4248, grad_norm: 1.3655 2020-10-08 02:35:09,521 - mmaction - INFO - Epoch [144][1340/1413] lr: 2.451e-01, eta: 1 day, 19:54:59, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.3059, top5_acc: 0.5461, loss_cls: 3.3521, loss: 3.3521, grad_norm: 1.3593 2020-10-08 02:35:29,039 - mmaction - INFO - Epoch [144][1360/1413] lr: 2.451e-01, eta: 1 day, 19:54:38, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2995, top5_acc: 0.5332, loss_cls: 3.3956, loss: 3.3956, grad_norm: 1.3578 2020-10-08 02:35:48,635 - mmaction - INFO - Epoch [144][1380/1413] lr: 2.451e-01, eta: 1 day, 19:54:18, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3052, top5_acc: 0.5367, loss_cls: 3.3933, loss: 3.3933, grad_norm: 1.3702 2020-10-08 02:36:08,320 - mmaction - INFO - Epoch [144][1400/1413] lr: 2.451e-01, eta: 1 day, 19:53:57, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.2986, top5_acc: 0.5443, loss_cls: 3.3780, loss: 3.3780, grad_norm: 1.3802 2020-10-08 02:36:21,421 - mmaction - INFO - Saving checkpoint at 144 epochs 2020-10-08 02:37:44,394 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-08 02:37:46,987 - mmaction - INFO - top1_acc 0.3049 top5_acc 0.5499 2020-10-08 02:37:46,987 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-08 02:37:47,105 - mmaction - INFO - mean_acc 0.3047 2020-10-08 02:37:47,106 - mmaction - INFO - Now best checkpoint is epoch_144.pth 2020-10-08 02:37:47,138 - mmaction - INFO - Epoch(val) [144][1413] top1_acc: 0.3049, top5_acc: 0.5499, mean_class_accuracy: 0.3047 2020-10-08 02:38:35,113 - mmaction - INFO - Epoch [145][20/1413] lr: 2.415e-01, eta: 1 day, 19:53:42, time: 2.396, data_time: 1.266, memory: 8482, top1_acc: 0.3035, top5_acc: 0.5466, loss_cls: 3.3556, loss: 3.3556, grad_norm: 1.3573 2020-10-08 02:38:54,504 - mmaction - INFO - Epoch [145][40/1413] lr: 2.415e-01, eta: 1 day, 19:53:21, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3168, top5_acc: 0.5486, loss_cls: 3.3124, loss: 3.3124, grad_norm: 1.3521 2020-10-08 02:39:13,924 - mmaction - INFO - Epoch [145][60/1413] lr: 2.415e-01, eta: 1 day, 19:53:01, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3065, top5_acc: 0.5378, loss_cls: 3.3907, loss: 3.3907, grad_norm: 1.3881 2020-10-08 02:39:33,571 - mmaction - INFO - Epoch [145][80/1413] lr: 2.415e-01, eta: 1 day, 19:52:40, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3086, top5_acc: 0.5492, loss_cls: 3.3567, loss: 3.3567, grad_norm: 1.3597 2020-10-08 02:39:53,231 - mmaction - INFO - Epoch [145][100/1413] lr: 2.415e-01, eta: 1 day, 19:52:20, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3085, top5_acc: 0.5462, loss_cls: 3.3758, loss: 3.3758, grad_norm: 1.3797 2020-10-08 02:40:12,930 - mmaction - INFO - Epoch [145][120/1413] lr: 2.415e-01, eta: 1 day, 19:52:00, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3091, top5_acc: 0.5367, loss_cls: 3.3690, loss: 3.3690, grad_norm: 1.3522 2020-10-08 02:40:32,501 - mmaction - INFO - Epoch [145][140/1413] lr: 2.415e-01, eta: 1 day, 19:51:39, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3094, top5_acc: 0.5432, loss_cls: 3.3636, loss: 3.3636, grad_norm: 1.3348 2020-10-08 02:40:52,217 - mmaction - INFO - Epoch [145][160/1413] lr: 2.415e-01, eta: 1 day, 19:51:19, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3124, top5_acc: 0.5496, loss_cls: 3.3557, loss: 3.3557, grad_norm: 1.3663 2020-10-08 02:41:11,840 - mmaction - INFO - Epoch [145][180/1413] lr: 2.415e-01, eta: 1 day, 19:50:59, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3109, top5_acc: 0.5457, loss_cls: 3.3439, loss: 3.3439, grad_norm: 1.3553 2020-10-08 02:41:31,507 - mmaction - INFO - Epoch [145][200/1413] lr: 2.415e-01, eta: 1 day, 19:50:38, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.3122, top5_acc: 0.5411, loss_cls: 3.3579, loss: 3.3579, grad_norm: 1.3819 2020-10-08 02:41:51,163 - mmaction - INFO - Epoch [145][220/1413] lr: 2.415e-01, eta: 1 day, 19:50:18, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3091, top5_acc: 0.5521, loss_cls: 3.3357, loss: 3.3357, grad_norm: 1.3772 2020-10-08 02:42:10,707 - mmaction - INFO - Epoch [145][240/1413] lr: 2.415e-01, eta: 1 day, 19:49:57, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.3038, top5_acc: 0.5345, loss_cls: 3.3935, loss: 3.3935, grad_norm: 1.3723 2020-10-08 02:42:30,462 - mmaction - INFO - Epoch [145][260/1413] lr: 2.415e-01, eta: 1 day, 19:49:37, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3076, top5_acc: 0.5401, loss_cls: 3.3621, loss: 3.3621, grad_norm: 1.3702 2020-10-08 02:42:50,189 - mmaction - INFO - Epoch [145][280/1413] lr: 2.415e-01, eta: 1 day, 19:49:17, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3111, top5_acc: 0.5553, loss_cls: 3.3112, loss: 3.3112, grad_norm: 1.4092 2020-10-08 02:43:09,762 - mmaction - INFO - Epoch [145][300/1413] lr: 2.415e-01, eta: 1 day, 19:48:57, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3031, top5_acc: 0.5451, loss_cls: 3.3746, loss: 3.3746, grad_norm: 1.3650 2020-10-08 02:43:29,344 - mmaction - INFO - Epoch [145][320/1413] lr: 2.415e-01, eta: 1 day, 19:48:36, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.2990, top5_acc: 0.5410, loss_cls: 3.3548, loss: 3.3548, grad_norm: 1.3708 2020-10-08 02:43:49,108 - mmaction - INFO - Epoch [145][340/1413] lr: 2.415e-01, eta: 1 day, 19:48:16, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.2961, top5_acc: 0.5354, loss_cls: 3.4364, loss: 3.4364, grad_norm: 1.3779 2020-10-08 02:44:08,688 - mmaction - INFO - Epoch [145][360/1413] lr: 2.415e-01, eta: 1 day, 19:47:55, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3072, top5_acc: 0.5491, loss_cls: 3.3404, loss: 3.3404, grad_norm: 1.3802 2020-10-08 02:44:28,231 - mmaction - INFO - Epoch [145][380/1413] lr: 2.415e-01, eta: 1 day, 19:47:35, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3042, top5_acc: 0.5366, loss_cls: 3.3841, loss: 3.3841, grad_norm: 1.3696 2020-10-08 02:44:47,907 - mmaction - INFO - Epoch [145][400/1413] lr: 2.415e-01, eta: 1 day, 19:47:15, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3126, top5_acc: 0.5523, loss_cls: 3.3190, loss: 3.3190, grad_norm: 1.3801 2020-10-08 02:45:07,491 - mmaction - INFO - Epoch [145][420/1413] lr: 2.415e-01, eta: 1 day, 19:46:54, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2993, top5_acc: 0.5461, loss_cls: 3.4014, loss: 3.4014, grad_norm: 1.3677 2020-10-08 02:45:27,130 - mmaction - INFO - Epoch [145][440/1413] lr: 2.415e-01, eta: 1 day, 19:46:34, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3111, top5_acc: 0.5557, loss_cls: 3.3120, loss: 3.3120, grad_norm: 1.3697 2020-10-08 02:45:46,601 - mmaction - INFO - Epoch [145][460/1413] lr: 2.415e-01, eta: 1 day, 19:46:13, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.2987, top5_acc: 0.5413, loss_cls: 3.3872, loss: 3.3872, grad_norm: 1.3828 2020-10-08 02:46:06,198 - mmaction - INFO - Epoch [145][480/1413] lr: 2.415e-01, eta: 1 day, 19:45:53, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3081, top5_acc: 0.5404, loss_cls: 3.3555, loss: 3.3555, grad_norm: 1.3878 2020-10-08 02:46:25,778 - mmaction - INFO - Epoch [145][500/1413] lr: 2.415e-01, eta: 1 day, 19:45:32, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3023, top5_acc: 0.5396, loss_cls: 3.3898, loss: 3.3898, grad_norm: 1.3653 2020-10-08 02:46:45,493 - mmaction - INFO - Epoch [145][520/1413] lr: 2.415e-01, eta: 1 day, 19:45:12, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3098, top5_acc: 0.5474, loss_cls: 3.3349, loss: 3.3349, grad_norm: 1.3856 2020-10-08 02:47:05,116 - mmaction - INFO - Epoch [145][540/1413] lr: 2.415e-01, eta: 1 day, 19:44:52, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3035, top5_acc: 0.5378, loss_cls: 3.3720, loss: 3.3720, grad_norm: 1.3736 2020-10-08 02:47:24,663 - mmaction - INFO - Epoch [145][560/1413] lr: 2.415e-01, eta: 1 day, 19:44:31, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2965, top5_acc: 0.5333, loss_cls: 3.4255, loss: 3.4255, grad_norm: 1.3577 2020-10-08 02:47:44,282 - mmaction - INFO - Epoch [145][580/1413] lr: 2.415e-01, eta: 1 day, 19:44:11, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2926, top5_acc: 0.5342, loss_cls: 3.4600, loss: 3.4600, grad_norm: 1.3885 2020-10-08 02:48:03,954 - mmaction - INFO - Epoch [145][600/1413] lr: 2.415e-01, eta: 1 day, 19:43:51, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3062, top5_acc: 0.5456, loss_cls: 3.3928, loss: 3.3928, grad_norm: 1.3590 2020-10-08 02:48:23,625 - mmaction - INFO - Epoch [145][620/1413] lr: 2.415e-01, eta: 1 day, 19:43:30, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3021, top5_acc: 0.5467, loss_cls: 3.3370, loss: 3.3370, grad_norm: 1.3799 2020-10-08 02:48:43,150 - mmaction - INFO - Epoch [145][640/1413] lr: 2.415e-01, eta: 1 day, 19:43:10, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3085, top5_acc: 0.5431, loss_cls: 3.3580, loss: 3.3580, grad_norm: 1.3815 2020-10-08 02:49:02,826 - mmaction - INFO - Epoch [145][660/1413] lr: 2.415e-01, eta: 1 day, 19:42:50, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3039, top5_acc: 0.5385, loss_cls: 3.3726, loss: 3.3726, grad_norm: 1.3721 2020-10-08 02:49:22,350 - mmaction - INFO - Epoch [145][680/1413] lr: 2.415e-01, eta: 1 day, 19:42:29, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3053, top5_acc: 0.5508, loss_cls: 3.3458, loss: 3.3458, grad_norm: 1.3683 2020-10-08 02:49:42,002 - mmaction - INFO - Epoch [145][700/1413] lr: 2.415e-01, eta: 1 day, 19:42:09, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3102, top5_acc: 0.5483, loss_cls: 3.3542, loss: 3.3542, grad_norm: 1.3763 2020-10-08 02:50:01,653 - mmaction - INFO - Epoch [145][720/1413] lr: 2.415e-01, eta: 1 day, 19:41:48, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3091, top5_acc: 0.5534, loss_cls: 3.3410, loss: 3.3410, grad_norm: 1.3624 2020-10-08 02:50:21,300 - mmaction - INFO - Epoch [145][740/1413] lr: 2.415e-01, eta: 1 day, 19:41:28, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3120, top5_acc: 0.5566, loss_cls: 3.3427, loss: 3.3427, grad_norm: 1.3835 2020-10-08 02:50:40,872 - mmaction - INFO - Epoch [145][760/1413] lr: 2.415e-01, eta: 1 day, 19:41:08, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3020, top5_acc: 0.5510, loss_cls: 3.3572, loss: 3.3572, grad_norm: 1.3764 2020-10-08 02:51:00,596 - mmaction - INFO - Epoch [145][780/1413] lr: 2.415e-01, eta: 1 day, 19:40:47, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3100, top5_acc: 0.5484, loss_cls: 3.3500, loss: 3.3500, grad_norm: 1.3798 2020-10-08 02:51:20,154 - mmaction - INFO - Epoch [145][800/1413] lr: 2.415e-01, eta: 1 day, 19:40:27, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3095, top5_acc: 0.5517, loss_cls: 3.3360, loss: 3.3360, grad_norm: 1.3769 2020-10-08 02:51:39,735 - mmaction - INFO - Epoch [145][820/1413] lr: 2.415e-01, eta: 1 day, 19:40:06, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.3057, top5_acc: 0.5405, loss_cls: 3.3829, loss: 3.3829, grad_norm: 1.3901 2020-10-08 02:51:59,307 - mmaction - INFO - Epoch [145][840/1413] lr: 2.415e-01, eta: 1 day, 19:39:46, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3003, top5_acc: 0.5456, loss_cls: 3.3594, loss: 3.3594, grad_norm: 1.3717 2020-10-08 02:52:18,827 - mmaction - INFO - Epoch [145][860/1413] lr: 2.415e-01, eta: 1 day, 19:39:26, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3087, top5_acc: 0.5427, loss_cls: 3.3650, loss: 3.3650, grad_norm: 1.3502 2020-10-08 02:52:38,521 - mmaction - INFO - Epoch [145][880/1413] lr: 2.415e-01, eta: 1 day, 19:39:05, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.3004, top5_acc: 0.5437, loss_cls: 3.3756, loss: 3.3756, grad_norm: 1.3714 2020-10-08 02:52:58,233 - mmaction - INFO - Epoch [145][900/1413] lr: 2.415e-01, eta: 1 day, 19:38:45, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2986, top5_acc: 0.5423, loss_cls: 3.4134, loss: 3.4134, grad_norm: 1.3832 2020-10-08 02:53:17,922 - mmaction - INFO - Epoch [145][920/1413] lr: 2.415e-01, eta: 1 day, 19:38:25, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3000, top5_acc: 0.5451, loss_cls: 3.3730, loss: 3.3730, grad_norm: 1.4042 2020-10-08 02:53:37,374 - mmaction - INFO - Epoch [145][940/1413] lr: 2.415e-01, eta: 1 day, 19:38:04, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3005, top5_acc: 0.5432, loss_cls: 3.4029, loss: 3.4029, grad_norm: 1.3967 2020-10-08 02:53:56,991 - mmaction - INFO - Epoch [145][960/1413] lr: 2.415e-01, eta: 1 day, 19:37:44, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3016, top5_acc: 0.5401, loss_cls: 3.3991, loss: 3.3991, grad_norm: 1.3887 2020-10-08 02:54:16,642 - mmaction - INFO - Epoch [145][980/1413] lr: 2.415e-01, eta: 1 day, 19:37:23, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3026, top5_acc: 0.5447, loss_cls: 3.3808, loss: 3.3808, grad_norm: 1.3650 2020-10-08 02:54:36,272 - mmaction - INFO - Epoch [145][1000/1413] lr: 2.415e-01, eta: 1 day, 19:37:03, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.2971, top5_acc: 0.5406, loss_cls: 3.3885, loss: 3.3885, grad_norm: 1.4010 2020-10-08 02:54:55,893 - mmaction - INFO - Epoch [145][1020/1413] lr: 2.415e-01, eta: 1 day, 19:36:43, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3027, top5_acc: 0.5421, loss_cls: 3.3713, loss: 3.3713, grad_norm: 1.3670 2020-10-08 02:55:15,489 - mmaction - INFO - Epoch [145][1040/1413] lr: 2.415e-01, eta: 1 day, 19:36:22, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3053, top5_acc: 0.5379, loss_cls: 3.3973, loss: 3.3973, grad_norm: 1.3658 2020-10-08 02:55:34,968 - mmaction - INFO - Epoch [145][1060/1413] lr: 2.415e-01, eta: 1 day, 19:36:02, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3004, top5_acc: 0.5422, loss_cls: 3.4029, loss: 3.4029, grad_norm: 1.3581 2020-10-08 02:55:54,464 - mmaction - INFO - Epoch [145][1080/1413] lr: 2.415e-01, eta: 1 day, 19:35:41, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.2999, top5_acc: 0.5491, loss_cls: 3.3566, loss: 3.3566, grad_norm: 1.3697 2020-10-08 02:56:13,964 - mmaction - INFO - Epoch [145][1100/1413] lr: 2.415e-01, eta: 1 day, 19:35:21, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3001, top5_acc: 0.5424, loss_cls: 3.3780, loss: 3.3780, grad_norm: 1.3839 2020-10-08 02:56:33,635 - mmaction - INFO - Epoch [145][1120/1413] lr: 2.415e-01, eta: 1 day, 19:35:00, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3009, top5_acc: 0.5466, loss_cls: 3.3915, loss: 3.3915, grad_norm: 1.3515 2020-10-08 02:56:53,157 - mmaction - INFO - Epoch [145][1140/1413] lr: 2.415e-01, eta: 1 day, 19:34:40, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3125, top5_acc: 0.5508, loss_cls: 3.3618, loss: 3.3618, grad_norm: 1.3743 2020-10-08 02:57:12,873 - mmaction - INFO - Epoch [145][1160/1413] lr: 2.415e-01, eta: 1 day, 19:34:20, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3056, top5_acc: 0.5348, loss_cls: 3.3942, loss: 3.3942, grad_norm: 1.3713 2020-10-08 02:57:32,514 - mmaction - INFO - Epoch [145][1180/1413] lr: 2.415e-01, eta: 1 day, 19:33:59, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3059, top5_acc: 0.5408, loss_cls: 3.3770, loss: 3.3770, grad_norm: 1.3749 2020-10-08 02:57:52,046 - mmaction - INFO - Epoch [145][1200/1413] lr: 2.415e-01, eta: 1 day, 19:33:39, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2971, top5_acc: 0.5378, loss_cls: 3.4058, loss: 3.4058, grad_norm: 1.3770 2020-10-08 02:58:11,725 - mmaction - INFO - Epoch [145][1220/1413] lr: 2.415e-01, eta: 1 day, 19:33:19, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3076, top5_acc: 0.5427, loss_cls: 3.3489, loss: 3.3489, grad_norm: 1.3811 2020-10-08 02:58:31,227 - mmaction - INFO - Epoch [145][1240/1413] lr: 2.415e-01, eta: 1 day, 19:32:58, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2997, top5_acc: 0.5401, loss_cls: 3.3815, loss: 3.3815, grad_norm: 1.3553 2020-10-08 02:58:50,865 - mmaction - INFO - Epoch [145][1260/1413] lr: 2.415e-01, eta: 1 day, 19:32:38, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3063, top5_acc: 0.5385, loss_cls: 3.3775, loss: 3.3775, grad_norm: 1.3749 2020-10-08 02:59:10,472 - mmaction - INFO - Epoch [145][1280/1413] lr: 2.415e-01, eta: 1 day, 19:32:17, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3000, top5_acc: 0.5309, loss_cls: 3.4242, loss: 3.4242, grad_norm: 1.3662 2020-10-08 02:59:29,987 - mmaction - INFO - Epoch [145][1300/1413] lr: 2.415e-01, eta: 1 day, 19:31:57, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3022, top5_acc: 0.5526, loss_cls: 3.3349, loss: 3.3349, grad_norm: 1.3462 2020-10-08 02:59:49,661 - mmaction - INFO - Epoch [145][1320/1413] lr: 2.415e-01, eta: 1 day, 19:31:37, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3223, top5_acc: 0.5612, loss_cls: 3.2961, loss: 3.2961, grad_norm: 1.3665 2020-10-08 03:00:10,024 - mmaction - INFO - Epoch [145][1340/1413] lr: 2.415e-01, eta: 1 day, 19:31:17, time: 1.017, data_time: 0.001, memory: 8482, top1_acc: 0.3042, top5_acc: 0.5428, loss_cls: 3.3544, loss: 3.3544, grad_norm: 1.3858 2020-10-08 03:00:29,610 - mmaction - INFO - Epoch [145][1360/1413] lr: 2.415e-01, eta: 1 day, 19:30:57, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2992, top5_acc: 0.5370, loss_cls: 3.3892, loss: 3.3892, grad_norm: 1.3874 2020-10-08 03:00:49,272 - mmaction - INFO - Epoch [145][1380/1413] lr: 2.415e-01, eta: 1 day, 19:30:36, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.2893, top5_acc: 0.5298, loss_cls: 3.4371, loss: 3.4371, grad_norm: 1.3850 2020-10-08 03:01:08,860 - mmaction - INFO - Epoch [145][1400/1413] lr: 2.415e-01, eta: 1 day, 19:30:16, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3013, top5_acc: 0.5378, loss_cls: 3.3994, loss: 3.3994, grad_norm: 1.3693 2020-10-08 03:02:18,238 - mmaction - INFO - Epoch [146][20/1413] lr: 2.379e-01, eta: 1 day, 19:30:08, time: 2.739, data_time: 1.767, memory: 8482, top1_acc: 0.3125, top5_acc: 0.5530, loss_cls: 3.3343, loss: 3.3343, grad_norm: 1.3744 2020-10-08 03:02:37,594 - mmaction - INFO - Epoch [146][40/1413] lr: 2.379e-01, eta: 1 day, 19:29:47, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3135, top5_acc: 0.5514, loss_cls: 3.3252, loss: 3.3252, grad_norm: 1.3876 2020-10-08 03:02:57,125 - mmaction - INFO - Epoch [146][60/1413] lr: 2.379e-01, eta: 1 day, 19:29:27, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3017, top5_acc: 0.5397, loss_cls: 3.3663, loss: 3.3663, grad_norm: 1.3885 2020-10-08 03:03:16,790 - mmaction - INFO - Epoch [146][80/1413] lr: 2.379e-01, eta: 1 day, 19:29:06, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3085, top5_acc: 0.5482, loss_cls: 3.3404, loss: 3.3404, grad_norm: 1.3337 2020-10-08 03:03:36,423 - mmaction - INFO - Epoch [146][100/1413] lr: 2.379e-01, eta: 1 day, 19:28:46, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3061, top5_acc: 0.5391, loss_cls: 3.3673, loss: 3.3673, grad_norm: 1.3834 2020-10-08 03:03:56,046 - mmaction - INFO - Epoch [146][120/1413] lr: 2.379e-01, eta: 1 day, 19:28:26, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3094, top5_acc: 0.5440, loss_cls: 3.3540, loss: 3.3540, grad_norm: 1.3668 2020-10-08 03:04:15,670 - mmaction - INFO - Epoch [146][140/1413] lr: 2.379e-01, eta: 1 day, 19:28:05, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3048, top5_acc: 0.5418, loss_cls: 3.3780, loss: 3.3780, grad_norm: 1.3650 2020-10-08 03:04:35,379 - mmaction - INFO - Epoch [146][160/1413] lr: 2.379e-01, eta: 1 day, 19:27:45, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3086, top5_acc: 0.5531, loss_cls: 3.3490, loss: 3.3490, grad_norm: 1.3965 2020-10-08 03:04:55,156 - mmaction - INFO - Epoch [146][180/1413] lr: 2.379e-01, eta: 1 day, 19:27:25, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.3065, top5_acc: 0.5426, loss_cls: 3.3563, loss: 3.3563, grad_norm: 1.4016 2020-10-08 03:05:14,911 - mmaction - INFO - Epoch [146][200/1413] lr: 2.379e-01, eta: 1 day, 19:27:05, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3060, top5_acc: 0.5469, loss_cls: 3.3687, loss: 3.3687, grad_norm: 1.3903 2020-10-08 03:05:34,547 - mmaction - INFO - Epoch [146][220/1413] lr: 2.379e-01, eta: 1 day, 19:26:44, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3059, top5_acc: 0.5518, loss_cls: 3.3371, loss: 3.3371, grad_norm: 1.3862 2020-10-08 03:05:54,110 - mmaction - INFO - Epoch [146][240/1413] lr: 2.379e-01, eta: 1 day, 19:26:24, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.3117, top5_acc: 0.5568, loss_cls: 3.2950, loss: 3.2950, grad_norm: 1.3711 2020-10-08 03:06:13,747 - mmaction - INFO - Epoch [146][260/1413] lr: 2.379e-01, eta: 1 day, 19:26:03, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3100, top5_acc: 0.5526, loss_cls: 3.3225, loss: 3.3225, grad_norm: 1.3708 2020-10-08 03:06:33,429 - mmaction - INFO - Epoch [146][280/1413] lr: 2.379e-01, eta: 1 day, 19:25:43, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3117, top5_acc: 0.5583, loss_cls: 3.3072, loss: 3.3072, grad_norm: 1.3835 2020-10-08 03:06:53,115 - mmaction - INFO - Epoch [146][300/1413] lr: 2.379e-01, eta: 1 day, 19:25:23, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.2991, top5_acc: 0.5436, loss_cls: 3.3765, loss: 3.3765, grad_norm: 1.3839 2020-10-08 03:07:12,801 - mmaction - INFO - Epoch [146][320/1413] lr: 2.379e-01, eta: 1 day, 19:25:03, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3036, top5_acc: 0.5475, loss_cls: 3.3512, loss: 3.3512, grad_norm: 1.3667 2020-10-08 03:07:32,407 - mmaction - INFO - Epoch [146][340/1413] lr: 2.379e-01, eta: 1 day, 19:24:42, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3073, top5_acc: 0.5380, loss_cls: 3.3759, loss: 3.3759, grad_norm: 1.3724 2020-10-08 03:07:52,061 - mmaction - INFO - Epoch [146][360/1413] lr: 2.379e-01, eta: 1 day, 19:24:22, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3022, top5_acc: 0.5430, loss_cls: 3.3626, loss: 3.3626, grad_norm: 1.3751 2020-10-08 03:08:11,629 - mmaction - INFO - Epoch [146][380/1413] lr: 2.379e-01, eta: 1 day, 19:24:01, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.3104, top5_acc: 0.5460, loss_cls: 3.3457, loss: 3.3457, grad_norm: 1.3783 2020-10-08 03:08:31,262 - mmaction - INFO - Epoch [146][400/1413] lr: 2.379e-01, eta: 1 day, 19:23:41, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3115, top5_acc: 0.5523, loss_cls: 3.3258, loss: 3.3258, grad_norm: 1.3737 2020-10-08 03:08:50,973 - mmaction - INFO - Epoch [146][420/1413] lr: 2.379e-01, eta: 1 day, 19:23:21, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3130, top5_acc: 0.5482, loss_cls: 3.3454, loss: 3.3454, grad_norm: 1.3773 2020-10-08 03:09:10,638 - mmaction - INFO - Epoch [146][440/1413] lr: 2.379e-01, eta: 1 day, 19:23:00, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3185, top5_acc: 0.5514, loss_cls: 3.3101, loss: 3.3101, grad_norm: 1.3952 2020-10-08 03:09:30,285 - mmaction - INFO - Epoch [146][460/1413] lr: 2.379e-01, eta: 1 day, 19:22:40, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3090, top5_acc: 0.5374, loss_cls: 3.3850, loss: 3.3850, grad_norm: 1.3817 2020-10-08 03:09:49,937 - mmaction - INFO - Epoch [146][480/1413] lr: 2.379e-01, eta: 1 day, 19:22:20, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3036, top5_acc: 0.5402, loss_cls: 3.3914, loss: 3.3914, grad_norm: 1.3699 2020-10-08 03:10:09,523 - mmaction - INFO - Epoch [146][500/1413] lr: 2.379e-01, eta: 1 day, 19:21:59, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.3089, top5_acc: 0.5462, loss_cls: 3.3537, loss: 3.3537, grad_norm: 1.3812 2020-10-08 03:10:29,148 - mmaction - INFO - Epoch [146][520/1413] lr: 2.379e-01, eta: 1 day, 19:21:39, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3076, top5_acc: 0.5504, loss_cls: 3.3715, loss: 3.3715, grad_norm: 1.3968 2020-10-08 03:10:48,662 - mmaction - INFO - Epoch [146][540/1413] lr: 2.379e-01, eta: 1 day, 19:21:19, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3092, top5_acc: 0.5437, loss_cls: 3.3662, loss: 3.3662, grad_norm: 1.3865 2020-10-08 03:11:08,303 - mmaction - INFO - Epoch [146][560/1413] lr: 2.379e-01, eta: 1 day, 19:20:58, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3043, top5_acc: 0.5509, loss_cls: 3.3523, loss: 3.3523, grad_norm: 1.3778 2020-10-08 03:11:27,967 - mmaction - INFO - Epoch [146][580/1413] lr: 2.379e-01, eta: 1 day, 19:20:38, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3118, top5_acc: 0.5462, loss_cls: 3.3616, loss: 3.3616, grad_norm: 1.3777 2020-10-08 03:11:47,607 - mmaction - INFO - Epoch [146][600/1413] lr: 2.379e-01, eta: 1 day, 19:20:18, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3159, top5_acc: 0.5483, loss_cls: 3.3218, loss: 3.3218, grad_norm: 1.3826 2020-10-08 03:12:07,256 - mmaction - INFO - Epoch [146][620/1413] lr: 2.379e-01, eta: 1 day, 19:19:57, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3115, top5_acc: 0.5536, loss_cls: 3.3329, loss: 3.3329, grad_norm: 1.3952 2020-10-08 03:12:26,925 - mmaction - INFO - Epoch [146][640/1413] lr: 2.379e-01, eta: 1 day, 19:19:37, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3180, top5_acc: 0.5503, loss_cls: 3.3411, loss: 3.3411, grad_norm: 1.3729 2020-10-08 03:12:46,530 - mmaction - INFO - Epoch [146][660/1413] lr: 2.379e-01, eta: 1 day, 19:19:16, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2956, top5_acc: 0.5376, loss_cls: 3.4093, loss: 3.4093, grad_norm: 1.3760 2020-10-08 03:13:06,109 - mmaction - INFO - Epoch [146][680/1413] lr: 2.379e-01, eta: 1 day, 19:18:56, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3049, top5_acc: 0.5398, loss_cls: 3.3626, loss: 3.3626, grad_norm: 1.3606 2020-10-08 03:13:25,750 - mmaction - INFO - Epoch [146][700/1413] lr: 2.379e-01, eta: 1 day, 19:18:36, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3103, top5_acc: 0.5510, loss_cls: 3.3107, loss: 3.3107, grad_norm: 1.3877 2020-10-08 03:13:45,400 - mmaction - INFO - Epoch [146][720/1413] lr: 2.379e-01, eta: 1 day, 19:18:15, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3014, top5_acc: 0.5507, loss_cls: 3.3619, loss: 3.3619, grad_norm: 1.3642 2020-10-08 03:14:05,055 - mmaction - INFO - Epoch [146][740/1413] lr: 2.379e-01, eta: 1 day, 19:17:55, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3092, top5_acc: 0.5473, loss_cls: 3.3318, loss: 3.3318, grad_norm: 1.3844 2020-10-08 03:14:24,659 - mmaction - INFO - Epoch [146][760/1413] lr: 2.379e-01, eta: 1 day, 19:17:35, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3055, top5_acc: 0.5467, loss_cls: 3.3687, loss: 3.3687, grad_norm: 1.3905 2020-10-08 03:14:44,272 - mmaction - INFO - Epoch [146][780/1413] lr: 2.379e-01, eta: 1 day, 19:17:14, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3016, top5_acc: 0.5413, loss_cls: 3.3973, loss: 3.3973, grad_norm: 1.3694 2020-10-08 03:15:03,858 - mmaction - INFO - Epoch [146][800/1413] lr: 2.379e-01, eta: 1 day, 19:16:54, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3087, top5_acc: 0.5547, loss_cls: 3.3409, loss: 3.3409, grad_norm: 1.3808 2020-10-08 03:15:23,561 - mmaction - INFO - Epoch [146][820/1413] lr: 2.379e-01, eta: 1 day, 19:16:34, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3066, top5_acc: 0.5573, loss_cls: 3.3510, loss: 3.3510, grad_norm: 1.3871 2020-10-08 03:15:43,121 - mmaction - INFO - Epoch [146][840/1413] lr: 2.379e-01, eta: 1 day, 19:16:13, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3039, top5_acc: 0.5503, loss_cls: 3.3663, loss: 3.3663, grad_norm: 1.3969 2020-10-08 03:16:02,793 - mmaction - INFO - Epoch [146][860/1413] lr: 2.379e-01, eta: 1 day, 19:15:53, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3096, top5_acc: 0.5469, loss_cls: 3.3699, loss: 3.3699, grad_norm: 1.3842 2020-10-08 03:16:22,450 - mmaction - INFO - Epoch [146][880/1413] lr: 2.379e-01, eta: 1 day, 19:15:33, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3039, top5_acc: 0.5406, loss_cls: 3.3725, loss: 3.3725, grad_norm: 1.3823 2020-10-08 03:16:42,108 - mmaction - INFO - Epoch [146][900/1413] lr: 2.379e-01, eta: 1 day, 19:15:12, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3044, top5_acc: 0.5392, loss_cls: 3.3719, loss: 3.3719, grad_norm: 1.4002 2020-10-08 03:17:01,690 - mmaction - INFO - Epoch [146][920/1413] lr: 2.379e-01, eta: 1 day, 19:14:52, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3066, top5_acc: 0.5491, loss_cls: 3.3593, loss: 3.3593, grad_norm: 1.3759 2020-10-08 03:17:21,344 - mmaction - INFO - Epoch [146][940/1413] lr: 2.379e-01, eta: 1 day, 19:14:31, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3111, top5_acc: 0.5520, loss_cls: 3.3355, loss: 3.3355, grad_norm: 1.3811 2020-10-08 03:17:40,949 - mmaction - INFO - Epoch [146][960/1413] lr: 2.379e-01, eta: 1 day, 19:14:11, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3085, top5_acc: 0.5510, loss_cls: 3.3408, loss: 3.3408, grad_norm: 1.3994 2020-10-08 03:18:00,477 - mmaction - INFO - Epoch [146][980/1413] lr: 2.379e-01, eta: 1 day, 19:13:51, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.3105, top5_acc: 0.5570, loss_cls: 3.3156, loss: 3.3156, grad_norm: 1.3815 2020-10-08 03:18:20,118 - mmaction - INFO - Epoch [146][1000/1413] lr: 2.379e-01, eta: 1 day, 19:13:30, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3013, top5_acc: 0.5501, loss_cls: 3.3296, loss: 3.3296, grad_norm: 1.3943 2020-10-08 03:18:39,704 - mmaction - INFO - Epoch [146][1020/1413] lr: 2.379e-01, eta: 1 day, 19:13:10, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3042, top5_acc: 0.5372, loss_cls: 3.3870, loss: 3.3870, grad_norm: 1.3873 2020-10-08 03:18:59,294 - mmaction - INFO - Epoch [146][1040/1413] lr: 2.379e-01, eta: 1 day, 19:12:49, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3039, top5_acc: 0.5432, loss_cls: 3.3818, loss: 3.3818, grad_norm: 1.3884 2020-10-08 03:19:19,042 - mmaction - INFO - Epoch [146][1060/1413] lr: 2.379e-01, eta: 1 day, 19:12:29, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.3113, top5_acc: 0.5487, loss_cls: 3.3249, loss: 3.3249, grad_norm: 1.3854 2020-10-08 03:19:38,633 - mmaction - INFO - Epoch [146][1080/1413] lr: 2.379e-01, eta: 1 day, 19:12:09, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3026, top5_acc: 0.5349, loss_cls: 3.4008, loss: 3.4008, grad_norm: 1.3907 2020-10-08 03:19:58,192 - mmaction - INFO - Epoch [146][1100/1413] lr: 2.379e-01, eta: 1 day, 19:11:48, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3108, top5_acc: 0.5540, loss_cls: 3.3295, loss: 3.3295, grad_norm: 1.3689 2020-10-08 03:20:17,869 - mmaction - INFO - Epoch [146][1120/1413] lr: 2.379e-01, eta: 1 day, 19:11:28, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3000, top5_acc: 0.5454, loss_cls: 3.3495, loss: 3.3495, grad_norm: 1.3916 2020-10-08 03:20:37,552 - mmaction - INFO - Epoch [146][1140/1413] lr: 2.379e-01, eta: 1 day, 19:11:08, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3029, top5_acc: 0.5464, loss_cls: 3.3909, loss: 3.3909, grad_norm: 1.3644 2020-10-08 03:20:57,169 - mmaction - INFO - Epoch [146][1160/1413] lr: 2.379e-01, eta: 1 day, 19:10:47, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3060, top5_acc: 0.5387, loss_cls: 3.3760, loss: 3.3760, grad_norm: 1.3838 2020-10-08 03:21:16,739 - mmaction - INFO - Epoch [146][1180/1413] lr: 2.379e-01, eta: 1 day, 19:10:27, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3034, top5_acc: 0.5436, loss_cls: 3.3498, loss: 3.3498, grad_norm: 1.3732 2020-10-08 03:21:36,320 - mmaction - INFO - Epoch [146][1200/1413] lr: 2.379e-01, eta: 1 day, 19:10:07, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.2992, top5_acc: 0.5376, loss_cls: 3.3769, loss: 3.3769, grad_norm: 1.4148 2020-10-08 03:21:56,008 - mmaction - INFO - Epoch [146][1220/1413] lr: 2.379e-01, eta: 1 day, 19:09:46, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.2999, top5_acc: 0.5406, loss_cls: 3.3954, loss: 3.3954, grad_norm: 1.3903 2020-10-08 03:22:15,631 - mmaction - INFO - Epoch [146][1240/1413] lr: 2.379e-01, eta: 1 day, 19:09:26, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3013, top5_acc: 0.5361, loss_cls: 3.3749, loss: 3.3749, grad_norm: 1.3781 2020-10-08 03:22:35,225 - mmaction - INFO - Epoch [146][1260/1413] lr: 2.379e-01, eta: 1 day, 19:09:06, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3044, top5_acc: 0.5466, loss_cls: 3.3942, loss: 3.3942, grad_norm: 1.3919 2020-10-08 03:22:54,779 - mmaction - INFO - Epoch [146][1280/1413] lr: 2.379e-01, eta: 1 day, 19:08:45, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3116, top5_acc: 0.5461, loss_cls: 3.3279, loss: 3.3279, grad_norm: 1.3685 2020-10-08 03:23:14,471 - mmaction - INFO - Epoch [146][1300/1413] lr: 2.379e-01, eta: 1 day, 19:08:25, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3113, top5_acc: 0.5448, loss_cls: 3.3702, loss: 3.3702, grad_norm: 1.3715 2020-10-08 03:23:33,946 - mmaction - INFO - Epoch [146][1320/1413] lr: 2.379e-01, eta: 1 day, 19:08:04, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.2993, top5_acc: 0.5408, loss_cls: 3.3802, loss: 3.3802, grad_norm: 1.3958 2020-10-08 03:23:53,486 - mmaction - INFO - Epoch [146][1340/1413] lr: 2.379e-01, eta: 1 day, 19:07:44, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3046, top5_acc: 0.5383, loss_cls: 3.4169, loss: 3.4169, grad_norm: 1.3812 2020-10-08 03:24:13,147 - mmaction - INFO - Epoch [146][1360/1413] lr: 2.379e-01, eta: 1 day, 19:07:24, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3009, top5_acc: 0.5439, loss_cls: 3.3842, loss: 3.3842, grad_norm: 1.3635 2020-10-08 03:24:32,818 - mmaction - INFO - Epoch [146][1380/1413] lr: 2.379e-01, eta: 1 day, 19:07:03, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3095, top5_acc: 0.5458, loss_cls: 3.3689, loss: 3.3689, grad_norm: 1.3888 2020-10-08 03:24:52,443 - mmaction - INFO - Epoch [146][1400/1413] lr: 2.379e-01, eta: 1 day, 19:06:43, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3034, top5_acc: 0.5398, loss_cls: 3.3751, loss: 3.3751, grad_norm: 1.3821 2020-10-08 03:26:00,305 - mmaction - INFO - Epoch [147][20/1413] lr: 2.343e-01, eta: 1 day, 19:06:34, time: 2.730, data_time: 1.462, memory: 8482, top1_acc: 0.3025, top5_acc: 0.5461, loss_cls: 3.3700, loss: 3.3700, grad_norm: 1.3820 2020-10-08 03:26:22,805 - mmaction - INFO - Epoch [147][40/1413] lr: 2.343e-01, eta: 1 day, 19:06:17, time: 1.126, data_time: 0.003, memory: 8482, top1_acc: 0.3143, top5_acc: 0.5525, loss_cls: 3.3103, loss: 3.3103, grad_norm: 1.3697 2020-10-08 03:26:45,248 - mmaction - INFO - Epoch [147][60/1413] lr: 2.343e-01, eta: 1 day, 19:06:00, time: 1.122, data_time: 0.001, memory: 8482, top1_acc: 0.3047, top5_acc: 0.5405, loss_cls: 3.3751, loss: 3.3751, grad_norm: 1.3839 2020-10-08 03:27:07,688 - mmaction - INFO - Epoch [147][80/1413] lr: 2.343e-01, eta: 1 day, 19:05:43, time: 1.122, data_time: 0.002, memory: 8482, top1_acc: 0.3156, top5_acc: 0.5477, loss_cls: 3.3224, loss: 3.3224, grad_norm: 1.3909 2020-10-08 03:27:30,159 - mmaction - INFO - Epoch [147][100/1413] lr: 2.343e-01, eta: 1 day, 19:05:26, time: 1.124, data_time: 0.002, memory: 8482, top1_acc: 0.3004, top5_acc: 0.5443, loss_cls: 3.3710, loss: 3.3710, grad_norm: 1.3964 2020-10-08 03:27:52,652 - mmaction - INFO - Epoch [147][120/1413] lr: 2.343e-01, eta: 1 day, 19:05:08, time: 1.124, data_time: 0.002, memory: 8482, top1_acc: 0.3126, top5_acc: 0.5449, loss_cls: 3.3079, loss: 3.3079, grad_norm: 1.3859 2020-10-08 03:28:15,143 - mmaction - INFO - Epoch [147][140/1413] lr: 2.343e-01, eta: 1 day, 19:04:51, time: 1.125, data_time: 0.002, memory: 8482, top1_acc: 0.3035, top5_acc: 0.5454, loss_cls: 3.3588, loss: 3.3588, grad_norm: 1.3981 2020-10-08 03:28:37,576 - mmaction - INFO - Epoch [147][160/1413] lr: 2.343e-01, eta: 1 day, 19:04:34, time: 1.122, data_time: 0.001, memory: 8482, top1_acc: 0.3155, top5_acc: 0.5471, loss_cls: 3.3394, loss: 3.3394, grad_norm: 1.3643 2020-10-08 03:29:00,101 - mmaction - INFO - Epoch [147][180/1413] lr: 2.343e-01, eta: 1 day, 19:04:17, time: 1.125, data_time: 0.001, memory: 8482, top1_acc: 0.3063, top5_acc: 0.5581, loss_cls: 3.3311, loss: 3.3311, grad_norm: 1.4196 2020-10-08 03:29:22,638 - mmaction - INFO - Epoch [147][200/1413] lr: 2.343e-01, eta: 1 day, 19:04:00, time: 1.126, data_time: 0.002, memory: 8482, top1_acc: 0.3036, top5_acc: 0.5496, loss_cls: 3.3569, loss: 3.3569, grad_norm: 1.3826 2020-10-08 03:29:45,213 - mmaction - INFO - Epoch [147][220/1413] lr: 2.343e-01, eta: 1 day, 19:03:43, time: 1.129, data_time: 0.002, memory: 8482, top1_acc: 0.3161, top5_acc: 0.5521, loss_cls: 3.3166, loss: 3.3166, grad_norm: 1.3926 2020-10-08 03:30:07,670 - mmaction - INFO - Epoch [147][240/1413] lr: 2.343e-01, eta: 1 day, 19:03:26, time: 1.123, data_time: 0.002, memory: 8482, top1_acc: 0.3152, top5_acc: 0.5507, loss_cls: 3.3298, loss: 3.3298, grad_norm: 1.3790 2020-10-08 03:30:29,260 - mmaction - INFO - Epoch [147][260/1413] lr: 2.343e-01, eta: 1 day, 19:03:07, time: 1.079, data_time: -0.043, memory: 8482, top1_acc: 0.3090, top5_acc: 0.5517, loss_cls: 3.3520, loss: 3.3520, grad_norm: 1.4277 2020-10-08 03:30:51,734 - mmaction - INFO - Epoch [147][280/1413] lr: 2.343e-01, eta: 1 day, 19:02:50, time: 1.124, data_time: 0.002, memory: 8482, top1_acc: 0.3043, top5_acc: 0.5439, loss_cls: 3.3611, loss: 3.3611, grad_norm: 1.4080 2020-10-08 03:31:14,225 - mmaction - INFO - Epoch [147][300/1413] lr: 2.343e-01, eta: 1 day, 19:02:33, time: 1.124, data_time: 0.002, memory: 8482, top1_acc: 0.3095, top5_acc: 0.5393, loss_cls: 3.3661, loss: 3.3661, grad_norm: 1.3867 2020-10-08 03:31:36,702 - mmaction - INFO - Epoch [147][320/1413] lr: 2.343e-01, eta: 1 day, 19:02:16, time: 1.124, data_time: 0.002, memory: 8482, top1_acc: 0.2977, top5_acc: 0.5389, loss_cls: 3.3857, loss: 3.3857, grad_norm: 1.3951 2020-10-08 03:31:59,190 - mmaction - INFO - Epoch [147][340/1413] lr: 2.343e-01, eta: 1 day, 19:01:59, time: 1.125, data_time: 0.002, memory: 8482, top1_acc: 0.3091, top5_acc: 0.5479, loss_cls: 3.3529, loss: 3.3529, grad_norm: 1.3886 2020-10-08 03:32:21,729 - mmaction - INFO - Epoch [147][360/1413] lr: 2.343e-01, eta: 1 day, 19:01:42, time: 1.127, data_time: 0.002, memory: 8482, top1_acc: 0.3007, top5_acc: 0.5363, loss_cls: 3.3878, loss: 3.3878, grad_norm: 1.3942 2020-10-08 03:32:44,178 - mmaction - INFO - Epoch [147][380/1413] lr: 2.343e-01, eta: 1 day, 19:01:24, time: 1.122, data_time: 0.001, memory: 8482, top1_acc: 0.3076, top5_acc: 0.5411, loss_cls: 3.3625, loss: 3.3625, grad_norm: 1.3828 2020-10-08 03:33:06,636 - mmaction - INFO - Epoch [147][400/1413] lr: 2.343e-01, eta: 1 day, 19:01:07, time: 1.124, data_time: 0.002, memory: 8482, top1_acc: 0.3069, top5_acc: 0.5404, loss_cls: 3.3617, loss: 3.3617, grad_norm: 1.3799 2020-10-08 03:33:29,103 - mmaction - INFO - Epoch [147][420/1413] lr: 2.343e-01, eta: 1 day, 19:00:50, time: 1.123, data_time: 0.001, memory: 8482, top1_acc: 0.3160, top5_acc: 0.5525, loss_cls: 3.3023, loss: 3.3023, grad_norm: 1.3871 2020-10-08 03:33:51,582 - mmaction - INFO - Epoch [147][440/1413] lr: 2.343e-01, eta: 1 day, 19:00:33, time: 1.124, data_time: 0.002, memory: 8482, top1_acc: 0.3212, top5_acc: 0.5566, loss_cls: 3.3015, loss: 3.3015, grad_norm: 1.3959 2020-10-08 03:34:14,023 - mmaction - INFO - Epoch [147][460/1413] lr: 2.343e-01, eta: 1 day, 19:00:15, time: 1.122, data_time: 0.002, memory: 8482, top1_acc: 0.3095, top5_acc: 0.5503, loss_cls: 3.3052, loss: 3.3052, grad_norm: 1.3636 2020-10-08 03:34:36,406 - mmaction - INFO - Epoch [147][480/1413] lr: 2.343e-01, eta: 1 day, 18:59:58, time: 1.119, data_time: 0.001, memory: 8482, top1_acc: 0.3138, top5_acc: 0.5496, loss_cls: 3.3660, loss: 3.3660, grad_norm: 1.4062 2020-10-08 03:34:58,914 - mmaction - INFO - Epoch [147][500/1413] lr: 2.343e-01, eta: 1 day, 18:59:41, time: 1.125, data_time: 0.001, memory: 8482, top1_acc: 0.3130, top5_acc: 0.5454, loss_cls: 3.3610, loss: 3.3610, grad_norm: 1.3922 2020-10-08 03:35:21,365 - mmaction - INFO - Epoch [147][520/1413] lr: 2.343e-01, eta: 1 day, 18:59:24, time: 1.122, data_time: 0.002, memory: 8482, top1_acc: 0.3129, top5_acc: 0.5488, loss_cls: 3.3275, loss: 3.3275, grad_norm: 1.4031 2020-10-08 03:35:43,803 - mmaction - INFO - Epoch [147][540/1413] lr: 2.343e-01, eta: 1 day, 18:59:07, time: 1.122, data_time: 0.001, memory: 8482, top1_acc: 0.3155, top5_acc: 0.5449, loss_cls: 3.3538, loss: 3.3538, grad_norm: 1.3974 2020-10-08 03:36:06,330 - mmaction - INFO - Epoch [147][560/1413] lr: 2.343e-01, eta: 1 day, 18:58:49, time: 1.126, data_time: 0.001, memory: 8482, top1_acc: 0.3052, top5_acc: 0.5434, loss_cls: 3.3785, loss: 3.3785, grad_norm: 1.3738 2020-10-08 03:36:28,729 - mmaction - INFO - Epoch [147][580/1413] lr: 2.343e-01, eta: 1 day, 18:58:32, time: 1.120, data_time: 0.002, memory: 8482, top1_acc: 0.3051, top5_acc: 0.5431, loss_cls: 3.3583, loss: 3.3583, grad_norm: 1.3920 2020-10-08 03:36:51,204 - mmaction - INFO - Epoch [147][600/1413] lr: 2.343e-01, eta: 1 day, 18:58:15, time: 1.124, data_time: 0.002, memory: 8482, top1_acc: 0.3043, top5_acc: 0.5441, loss_cls: 3.3770, loss: 3.3770, grad_norm: 1.4007 2020-10-08 03:37:13,636 - mmaction - INFO - Epoch [147][620/1413] lr: 2.343e-01, eta: 1 day, 18:57:58, time: 1.121, data_time: 0.001, memory: 8482, top1_acc: 0.3036, top5_acc: 0.5495, loss_cls: 3.3517, loss: 3.3517, grad_norm: 1.3840 2020-10-08 03:37:36,077 - mmaction - INFO - Epoch [147][640/1413] lr: 2.343e-01, eta: 1 day, 18:57:40, time: 1.122, data_time: 0.002, memory: 8482, top1_acc: 0.3064, top5_acc: 0.5393, loss_cls: 3.3646, loss: 3.3646, grad_norm: 1.3965 2020-10-08 03:37:58,563 - mmaction - INFO - Epoch [147][660/1413] lr: 2.343e-01, eta: 1 day, 18:57:23, time: 1.124, data_time: 0.001, memory: 8482, top1_acc: 0.3085, top5_acc: 0.5512, loss_cls: 3.3521, loss: 3.3521, grad_norm: 1.3823 2020-10-08 03:38:21,082 - mmaction - INFO - Epoch [147][680/1413] lr: 2.343e-01, eta: 1 day, 18:57:06, time: 1.126, data_time: 0.002, memory: 8482, top1_acc: 0.3013, top5_acc: 0.5419, loss_cls: 3.3617, loss: 3.3617, grad_norm: 1.3855 2020-10-08 03:38:43,550 - mmaction - INFO - Epoch [147][700/1413] lr: 2.343e-01, eta: 1 day, 18:56:49, time: 1.123, data_time: 0.001, memory: 8482, top1_acc: 0.3133, top5_acc: 0.5504, loss_cls: 3.3268, loss: 3.3268, grad_norm: 1.3896 2020-10-08 03:39:05,966 - mmaction - INFO - Epoch [147][720/1413] lr: 2.343e-01, eta: 1 day, 18:56:32, time: 1.121, data_time: 0.002, memory: 8482, top1_acc: 0.3027, top5_acc: 0.5413, loss_cls: 3.3398, loss: 3.3398, grad_norm: 1.3799 2020-10-08 03:39:28,401 - mmaction - INFO - Epoch [147][740/1413] lr: 2.343e-01, eta: 1 day, 18:56:14, time: 1.122, data_time: 0.001, memory: 8482, top1_acc: 0.3023, top5_acc: 0.5348, loss_cls: 3.3685, loss: 3.3685, grad_norm: 1.3855 2020-10-08 03:39:50,886 - mmaction - INFO - Epoch [147][760/1413] lr: 2.343e-01, eta: 1 day, 18:55:57, time: 1.125, data_time: 0.002, memory: 8482, top1_acc: 0.3108, top5_acc: 0.5469, loss_cls: 3.3509, loss: 3.3509, grad_norm: 1.3869 2020-10-08 03:40:13,359 - mmaction - INFO - Epoch [147][780/1413] lr: 2.343e-01, eta: 1 day, 18:55:40, time: 1.123, data_time: 0.001, memory: 8482, top1_acc: 0.3036, top5_acc: 0.5509, loss_cls: 3.3499, loss: 3.3499, grad_norm: 1.4022 2020-10-08 03:40:35,820 - mmaction - INFO - Epoch [147][800/1413] lr: 2.343e-01, eta: 1 day, 18:55:23, time: 1.124, data_time: 0.002, memory: 8482, top1_acc: 0.3133, top5_acc: 0.5460, loss_cls: 3.3692, loss: 3.3692, grad_norm: 1.3782 2020-10-08 03:40:58,321 - mmaction - INFO - Epoch [147][820/1413] lr: 2.343e-01, eta: 1 day, 18:55:05, time: 1.125, data_time: 0.001, memory: 8482, top1_acc: 0.2979, top5_acc: 0.5404, loss_cls: 3.4015, loss: 3.4015, grad_norm: 1.4078 2020-10-08 03:41:20,793 - mmaction - INFO - Epoch [147][840/1413] lr: 2.343e-01, eta: 1 day, 18:54:48, time: 1.123, data_time: 0.001, memory: 8482, top1_acc: 0.3100, top5_acc: 0.5527, loss_cls: 3.3327, loss: 3.3327, grad_norm: 1.3896 2020-10-08 03:41:43,282 - mmaction - INFO - Epoch [147][860/1413] lr: 2.343e-01, eta: 1 day, 18:54:31, time: 1.125, data_time: 0.002, memory: 8482, top1_acc: 0.3130, top5_acc: 0.5510, loss_cls: 3.3600, loss: 3.3600, grad_norm: 1.4082 2020-10-08 03:42:05,729 - mmaction - INFO - Epoch [147][880/1413] lr: 2.343e-01, eta: 1 day, 18:54:14, time: 1.122, data_time: 0.001, memory: 8482, top1_acc: 0.3233, top5_acc: 0.5633, loss_cls: 3.2614, loss: 3.2614, grad_norm: 1.3741 2020-10-08 03:42:28,189 - mmaction - INFO - Epoch [147][900/1413] lr: 2.343e-01, eta: 1 day, 18:53:56, time: 1.122, data_time: 0.001, memory: 8482, top1_acc: 0.3074, top5_acc: 0.5454, loss_cls: 3.3604, loss: 3.3604, grad_norm: 1.4038 2020-10-08 03:42:50,606 - mmaction - INFO - Epoch [147][920/1413] lr: 2.343e-01, eta: 1 day, 18:53:39, time: 1.121, data_time: 0.001, memory: 8482, top1_acc: 0.3073, top5_acc: 0.5516, loss_cls: 3.3471, loss: 3.3471, grad_norm: 1.3986 2020-10-08 03:43:13,114 - mmaction - INFO - Epoch [147][940/1413] lr: 2.343e-01, eta: 1 day, 18:53:22, time: 1.125, data_time: 0.002, memory: 8482, top1_acc: 0.3038, top5_acc: 0.5388, loss_cls: 3.3878, loss: 3.3878, grad_norm: 1.3849 2020-10-08 03:43:35,535 - mmaction - INFO - Epoch [147][960/1413] lr: 2.343e-01, eta: 1 day, 18:53:05, time: 1.121, data_time: 0.001, memory: 8482, top1_acc: 0.3017, top5_acc: 0.5475, loss_cls: 3.3456, loss: 3.3456, grad_norm: 1.3904 2020-10-08 03:43:57,966 - mmaction - INFO - Epoch [147][980/1413] lr: 2.343e-01, eta: 1 day, 18:52:47, time: 1.122, data_time: 0.002, memory: 8482, top1_acc: 0.3070, top5_acc: 0.5440, loss_cls: 3.3527, loss: 3.3527, grad_norm: 1.3752 2020-10-08 03:44:20,423 - mmaction - INFO - Epoch [147][1000/1413] lr: 2.343e-01, eta: 1 day, 18:52:30, time: 1.123, data_time: 0.002, memory: 8482, top1_acc: 0.3161, top5_acc: 0.5546, loss_cls: 3.3228, loss: 3.3228, grad_norm: 1.4088 2020-10-08 03:44:42,899 - mmaction - INFO - Epoch [147][1020/1413] lr: 2.343e-01, eta: 1 day, 18:52:13, time: 1.124, data_time: 0.001, memory: 8482, top1_acc: 0.3073, top5_acc: 0.5443, loss_cls: 3.3566, loss: 3.3566, grad_norm: 1.3848 2020-10-08 03:45:05,343 - mmaction - INFO - Epoch [147][1040/1413] lr: 2.343e-01, eta: 1 day, 18:51:56, time: 1.122, data_time: 0.001, memory: 8482, top1_acc: 0.3064, top5_acc: 0.5449, loss_cls: 3.3527, loss: 3.3527, grad_norm: 1.4058 2020-10-08 03:45:27,858 - mmaction - INFO - Epoch [147][1060/1413] lr: 2.343e-01, eta: 1 day, 18:51:38, time: 1.127, data_time: 0.002, memory: 8482, top1_acc: 0.3070, top5_acc: 0.5495, loss_cls: 3.3627, loss: 3.3627, grad_norm: 1.3951 2020-10-08 03:45:50,307 - mmaction - INFO - Epoch [147][1080/1413] lr: 2.343e-01, eta: 1 day, 18:51:21, time: 1.122, data_time: 0.001, memory: 8482, top1_acc: 0.3062, top5_acc: 0.5454, loss_cls: 3.3544, loss: 3.3544, grad_norm: 1.3924 2020-10-08 03:46:12,816 - mmaction - INFO - Epoch [147][1100/1413] lr: 2.343e-01, eta: 1 day, 18:51:04, time: 1.125, data_time: 0.002, memory: 8482, top1_acc: 0.3102, top5_acc: 0.5453, loss_cls: 3.3727, loss: 3.3727, grad_norm: 1.3695 2020-10-08 03:46:35,251 - mmaction - INFO - Epoch [147][1120/1413] lr: 2.343e-01, eta: 1 day, 18:50:47, time: 1.122, data_time: 0.002, memory: 8482, top1_acc: 0.3096, top5_acc: 0.5466, loss_cls: 3.3665, loss: 3.3665, grad_norm: 1.3816 2020-10-08 03:46:57,706 - mmaction - INFO - Epoch [147][1140/1413] lr: 2.343e-01, eta: 1 day, 18:50:29, time: 1.123, data_time: 0.002, memory: 8482, top1_acc: 0.3102, top5_acc: 0.5505, loss_cls: 3.3547, loss: 3.3547, grad_norm: 1.3669 2020-10-08 03:47:20,134 - mmaction - INFO - Epoch [147][1160/1413] lr: 2.343e-01, eta: 1 day, 18:50:12, time: 1.122, data_time: 0.002, memory: 8482, top1_acc: 0.3022, top5_acc: 0.5501, loss_cls: 3.3334, loss: 3.3334, grad_norm: 1.4128 2020-10-08 03:47:42,591 - mmaction - INFO - Epoch [147][1180/1413] lr: 2.343e-01, eta: 1 day, 18:49:55, time: 1.122, data_time: 0.002, memory: 8482, top1_acc: 0.3147, top5_acc: 0.5471, loss_cls: 3.3415, loss: 3.3415, grad_norm: 1.3786 2020-10-08 03:48:05,084 - mmaction - INFO - Epoch [147][1200/1413] lr: 2.343e-01, eta: 1 day, 18:49:38, time: 1.125, data_time: 0.002, memory: 8482, top1_acc: 0.3001, top5_acc: 0.5389, loss_cls: 3.3996, loss: 3.3996, grad_norm: 1.3815 2020-10-08 03:48:27,543 - mmaction - INFO - Epoch [147][1220/1413] lr: 2.343e-01, eta: 1 day, 18:49:20, time: 1.123, data_time: 0.002, memory: 8482, top1_acc: 0.3146, top5_acc: 0.5508, loss_cls: 3.3259, loss: 3.3259, grad_norm: 1.3771 2020-10-08 03:48:49,973 - mmaction - INFO - Epoch [147][1240/1413] lr: 2.343e-01, eta: 1 day, 18:49:03, time: 1.122, data_time: 0.002, memory: 8482, top1_acc: 0.3040, top5_acc: 0.5531, loss_cls: 3.3593, loss: 3.3593, grad_norm: 1.3812 2020-10-08 03:49:12,479 - mmaction - INFO - Epoch [147][1260/1413] lr: 2.343e-01, eta: 1 day, 18:48:46, time: 1.125, data_time: 0.002, memory: 8482, top1_acc: 0.3073, top5_acc: 0.5462, loss_cls: 3.3655, loss: 3.3655, grad_norm: 1.3848 2020-10-08 03:49:34,999 - mmaction - INFO - Epoch [147][1280/1413] lr: 2.343e-01, eta: 1 day, 18:48:29, time: 1.126, data_time: 0.001, memory: 8482, top1_acc: 0.3103, top5_acc: 0.5458, loss_cls: 3.3589, loss: 3.3589, grad_norm: 1.3841 2020-10-08 03:49:57,434 - mmaction - INFO - Epoch [147][1300/1413] lr: 2.343e-01, eta: 1 day, 18:48:11, time: 1.122, data_time: 0.002, memory: 8482, top1_acc: 0.3044, top5_acc: 0.5443, loss_cls: 3.3656, loss: 3.3656, grad_norm: 1.4151 2020-10-08 03:50:19,895 - mmaction - INFO - Epoch [147][1320/1413] lr: 2.343e-01, eta: 1 day, 18:47:54, time: 1.123, data_time: 0.002, memory: 8482, top1_acc: 0.3018, top5_acc: 0.5406, loss_cls: 3.3803, loss: 3.3803, grad_norm: 1.3863 2020-10-08 03:50:42,329 - mmaction - INFO - Epoch [147][1340/1413] lr: 2.343e-01, eta: 1 day, 18:47:37, time: 1.122, data_time: 0.001, memory: 8482, top1_acc: 0.3107, top5_acc: 0.5521, loss_cls: 3.3433, loss: 3.3433, grad_norm: 1.4015 2020-10-08 03:51:04,831 - mmaction - INFO - Epoch [147][1360/1413] lr: 2.343e-01, eta: 1 day, 18:47:19, time: 1.125, data_time: 0.002, memory: 8482, top1_acc: 0.3052, top5_acc: 0.5482, loss_cls: 3.3228, loss: 3.3228, grad_norm: 1.4029 2020-10-08 03:51:27,305 - mmaction - INFO - Epoch [147][1380/1413] lr: 2.343e-01, eta: 1 day, 18:47:02, time: 1.123, data_time: 0.001, memory: 8482, top1_acc: 0.3003, top5_acc: 0.5413, loss_cls: 3.3753, loss: 3.3753, grad_norm: 1.4074 2020-10-08 03:51:49,786 - mmaction - INFO - Epoch [147][1400/1413] lr: 2.343e-01, eta: 1 day, 18:46:45, time: 1.124, data_time: 0.001, memory: 8482, top1_acc: 0.3095, top5_acc: 0.5523, loss_cls: 3.3464, loss: 3.3464, grad_norm: 1.3853 2020-10-08 03:52:54,466 - mmaction - INFO - Epoch [148][20/1413] lr: 2.307e-01, eta: 1 day, 18:46:30, time: 2.489, data_time: 1.472, memory: 8482, top1_acc: 0.3086, top5_acc: 0.5449, loss_cls: 3.3370, loss: 3.3370, grad_norm: 1.3848 2020-10-08 03:53:13,855 - mmaction - INFO - Epoch [148][40/1413] lr: 2.307e-01, eta: 1 day, 18:46:10, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3169, top5_acc: 0.5491, loss_cls: 3.3273, loss: 3.3273, grad_norm: 1.3930 2020-10-08 03:53:33,446 - mmaction - INFO - Epoch [148][60/1413] lr: 2.307e-01, eta: 1 day, 18:45:49, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3125, top5_acc: 0.5510, loss_cls: 3.3237, loss: 3.3237, grad_norm: 1.3907 2020-10-08 03:53:53,103 - mmaction - INFO - Epoch [148][80/1413] lr: 2.307e-01, eta: 1 day, 18:45:29, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3061, top5_acc: 0.5448, loss_cls: 3.3473, loss: 3.3473, grad_norm: 1.3840 2020-10-08 03:54:12,608 - mmaction - INFO - Epoch [148][100/1413] lr: 2.307e-01, eta: 1 day, 18:45:08, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3113, top5_acc: 0.5531, loss_cls: 3.3151, loss: 3.3151, grad_norm: 1.4013 2020-10-08 03:54:32,184 - mmaction - INFO - Epoch [148][120/1413] lr: 2.307e-01, eta: 1 day, 18:44:48, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3180, top5_acc: 0.5513, loss_cls: 3.3292, loss: 3.3292, grad_norm: 1.3821 2020-10-08 03:54:51,743 - mmaction - INFO - Epoch [148][140/1413] lr: 2.307e-01, eta: 1 day, 18:44:27, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3185, top5_acc: 0.5529, loss_cls: 3.3150, loss: 3.3150, grad_norm: 1.4128 2020-10-08 03:55:11,316 - mmaction - INFO - Epoch [148][160/1413] lr: 2.307e-01, eta: 1 day, 18:44:07, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3120, top5_acc: 0.5557, loss_cls: 3.3173, loss: 3.3173, grad_norm: 1.3916 2020-10-08 03:55:30,834 - mmaction - INFO - Epoch [148][180/1413] lr: 2.307e-01, eta: 1 day, 18:43:46, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3077, top5_acc: 0.5482, loss_cls: 3.3401, loss: 3.3401, grad_norm: 1.4235 2020-10-08 03:55:50,561 - mmaction - INFO - Epoch [148][200/1413] lr: 2.307e-01, eta: 1 day, 18:43:26, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3076, top5_acc: 0.5406, loss_cls: 3.3495, loss: 3.3495, grad_norm: 1.4053 2020-10-08 03:56:10,136 - mmaction - INFO - Epoch [148][220/1413] lr: 2.307e-01, eta: 1 day, 18:43:06, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3111, top5_acc: 0.5544, loss_cls: 3.3143, loss: 3.3143, grad_norm: 1.3964 2020-10-08 03:56:29,708 - mmaction - INFO - Epoch [148][240/1413] lr: 2.307e-01, eta: 1 day, 18:42:45, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3111, top5_acc: 0.5491, loss_cls: 3.3429, loss: 3.3429, grad_norm: 1.4113 2020-10-08 03:56:49,263 - mmaction - INFO - Epoch [148][260/1413] lr: 2.307e-01, eta: 1 day, 18:42:25, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3092, top5_acc: 0.5456, loss_cls: 3.3398, loss: 3.3398, grad_norm: 1.3902 2020-10-08 03:57:08,818 - mmaction - INFO - Epoch [148][280/1413] lr: 2.307e-01, eta: 1 day, 18:42:04, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3122, top5_acc: 0.5492, loss_cls: 3.3088, loss: 3.3088, grad_norm: 1.4181 2020-10-08 03:57:28,432 - mmaction - INFO - Epoch [148][300/1413] lr: 2.307e-01, eta: 1 day, 18:41:44, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3086, top5_acc: 0.5661, loss_cls: 3.2872, loss: 3.2872, grad_norm: 1.4098 2020-10-08 03:57:47,976 - mmaction - INFO - Epoch [148][320/1413] lr: 2.307e-01, eta: 1 day, 18:41:23, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.3086, top5_acc: 0.5560, loss_cls: 3.3102, loss: 3.3102, grad_norm: 1.3822 2020-10-08 03:58:07,519 - mmaction - INFO - Epoch [148][340/1413] lr: 2.307e-01, eta: 1 day, 18:41:03, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3173, top5_acc: 0.5544, loss_cls: 3.3375, loss: 3.3375, grad_norm: 1.3942 2020-10-08 03:58:27,139 - mmaction - INFO - Epoch [148][360/1413] lr: 2.307e-01, eta: 1 day, 18:40:42, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3152, top5_acc: 0.5464, loss_cls: 3.3399, loss: 3.3399, grad_norm: 1.3851 2020-10-08 03:58:46,660 - mmaction - INFO - Epoch [148][380/1413] lr: 2.307e-01, eta: 1 day, 18:40:22, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3027, top5_acc: 0.5499, loss_cls: 3.3231, loss: 3.3231, grad_norm: 1.4072 2020-10-08 03:59:06,157 - mmaction - INFO - Epoch [148][400/1413] lr: 2.307e-01, eta: 1 day, 18:40:01, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3082, top5_acc: 0.5561, loss_cls: 3.3097, loss: 3.3097, grad_norm: 1.3841 2020-10-08 03:59:25,725 - mmaction - INFO - Epoch [148][420/1413] lr: 2.307e-01, eta: 1 day, 18:39:41, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3052, top5_acc: 0.5359, loss_cls: 3.3672, loss: 3.3672, grad_norm: 1.3833 2020-10-08 03:59:45,231 - mmaction - INFO - Epoch [148][440/1413] lr: 2.307e-01, eta: 1 day, 18:39:20, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3164, top5_acc: 0.5521, loss_cls: 3.3051, loss: 3.3051, grad_norm: 1.3963 2020-10-08 04:00:06,319 - mmaction - INFO - Epoch [148][460/1413] lr: 2.307e-01, eta: 1 day, 18:39:01, time: 1.047, data_time: 0.001, memory: 8482, top1_acc: 0.3034, top5_acc: 0.5462, loss_cls: 3.3362, loss: 3.3362, grad_norm: 1.4027 2020-10-08 04:00:25,240 - mmaction - INFO - Epoch [148][480/1413] lr: 2.307e-01, eta: 1 day, 18:38:40, time: 0.953, data_time: 0.009, memory: 8482, top1_acc: 0.3060, top5_acc: 0.5464, loss_cls: 3.3569, loss: 3.3569, grad_norm: 1.4190 2020-10-08 04:00:44,790 - mmaction - INFO - Epoch [148][500/1413] lr: 2.307e-01, eta: 1 day, 18:38:20, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3034, top5_acc: 0.5460, loss_cls: 3.3581, loss: 3.3581, grad_norm: 1.3719 2020-10-08 04:01:04,412 - mmaction - INFO - Epoch [148][520/1413] lr: 2.307e-01, eta: 1 day, 18:37:59, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3026, top5_acc: 0.5451, loss_cls: 3.3222, loss: 3.3222, grad_norm: 1.4118 2020-10-08 04:01:23,980 - mmaction - INFO - Epoch [148][540/1413] lr: 2.307e-01, eta: 1 day, 18:37:39, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3070, top5_acc: 0.5439, loss_cls: 3.3445, loss: 3.3445, grad_norm: 1.4003 2020-10-08 04:01:43,585 - mmaction - INFO - Epoch [148][560/1413] lr: 2.307e-01, eta: 1 day, 18:37:19, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3035, top5_acc: 0.5436, loss_cls: 3.3665, loss: 3.3665, grad_norm: 1.4026 2020-10-08 04:02:03,144 - mmaction - INFO - Epoch [148][580/1413] lr: 2.307e-01, eta: 1 day, 18:36:58, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3068, top5_acc: 0.5457, loss_cls: 3.3325, loss: 3.3325, grad_norm: 1.4012 2020-10-08 04:02:22,696 - mmaction - INFO - Epoch [148][600/1413] lr: 2.307e-01, eta: 1 day, 18:36:38, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3182, top5_acc: 0.5538, loss_cls: 3.2917, loss: 3.2917, grad_norm: 1.4094 2020-10-08 04:02:42,364 - mmaction - INFO - Epoch [148][620/1413] lr: 2.307e-01, eta: 1 day, 18:36:17, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3012, top5_acc: 0.5460, loss_cls: 3.3553, loss: 3.3553, grad_norm: 1.4064 2020-10-08 04:03:01,925 - mmaction - INFO - Epoch [148][640/1413] lr: 2.307e-01, eta: 1 day, 18:35:57, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3137, top5_acc: 0.5546, loss_cls: 3.3305, loss: 3.3305, grad_norm: 1.4074 2020-10-08 04:03:21,580 - mmaction - INFO - Epoch [148][660/1413] lr: 2.307e-01, eta: 1 day, 18:35:36, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3095, top5_acc: 0.5462, loss_cls: 3.3505, loss: 3.3505, grad_norm: 1.3860 2020-10-08 04:03:41,140 - mmaction - INFO - Epoch [148][680/1413] lr: 2.307e-01, eta: 1 day, 18:35:16, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3079, top5_acc: 0.5512, loss_cls: 3.3436, loss: 3.3436, grad_norm: 1.3860 2020-10-08 04:04:00,741 - mmaction - INFO - Epoch [148][700/1413] lr: 2.307e-01, eta: 1 day, 18:34:55, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3013, top5_acc: 0.5355, loss_cls: 3.3855, loss: 3.3855, grad_norm: 1.4175 2020-10-08 04:04:20,434 - mmaction - INFO - Epoch [148][720/1413] lr: 2.307e-01, eta: 1 day, 18:34:35, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3090, top5_acc: 0.5568, loss_cls: 3.3160, loss: 3.3160, grad_norm: 1.3959 2020-10-08 04:04:39,966 - mmaction - INFO - Epoch [148][740/1413] lr: 2.307e-01, eta: 1 day, 18:34:15, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3108, top5_acc: 0.5371, loss_cls: 3.3642, loss: 3.3642, grad_norm: 1.3937 2020-10-08 04:04:59,530 - mmaction - INFO - Epoch [148][760/1413] lr: 2.307e-01, eta: 1 day, 18:33:54, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3023, top5_acc: 0.5402, loss_cls: 3.3567, loss: 3.3567, grad_norm: 1.3956 2020-10-08 04:05:19,060 - mmaction - INFO - Epoch [148][780/1413] lr: 2.307e-01, eta: 1 day, 18:33:34, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.3186, top5_acc: 0.5522, loss_cls: 3.3221, loss: 3.3221, grad_norm: 1.3803 2020-10-08 04:05:38,549 - mmaction - INFO - Epoch [148][800/1413] lr: 2.307e-01, eta: 1 day, 18:33:13, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3095, top5_acc: 0.5423, loss_cls: 3.3557, loss: 3.3557, grad_norm: 1.3938 2020-10-08 04:05:58,106 - mmaction - INFO - Epoch [148][820/1413] lr: 2.307e-01, eta: 1 day, 18:32:53, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3156, top5_acc: 0.5576, loss_cls: 3.2860, loss: 3.2860, grad_norm: 1.4067 2020-10-08 04:06:17,802 - mmaction - INFO - Epoch [148][840/1413] lr: 2.307e-01, eta: 1 day, 18:32:32, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3104, top5_acc: 0.5445, loss_cls: 3.3695, loss: 3.3695, grad_norm: 1.3868 2020-10-08 04:06:37,396 - mmaction - INFO - Epoch [148][860/1413] lr: 2.307e-01, eta: 1 day, 18:32:12, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3014, top5_acc: 0.5418, loss_cls: 3.3791, loss: 3.3791, grad_norm: 1.3883 2020-10-08 04:06:56,983 - mmaction - INFO - Epoch [148][880/1413] lr: 2.307e-01, eta: 1 day, 18:31:51, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.3124, top5_acc: 0.5473, loss_cls: 3.3323, loss: 3.3323, grad_norm: 1.3831 2020-10-08 04:07:16,543 - mmaction - INFO - Epoch [148][900/1413] lr: 2.307e-01, eta: 1 day, 18:31:31, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3089, top5_acc: 0.5445, loss_cls: 3.3820, loss: 3.3820, grad_norm: 1.4055 2020-10-08 04:07:36,124 - mmaction - INFO - Epoch [148][920/1413] lr: 2.307e-01, eta: 1 day, 18:31:10, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3142, top5_acc: 0.5563, loss_cls: 3.3264, loss: 3.3264, grad_norm: 1.3898 2020-10-08 04:07:55,735 - mmaction - INFO - Epoch [148][940/1413] lr: 2.307e-01, eta: 1 day, 18:30:50, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3027, top5_acc: 0.5504, loss_cls: 3.3446, loss: 3.3446, grad_norm: 1.3987 2020-10-08 04:08:15,378 - mmaction - INFO - Epoch [148][960/1413] lr: 2.307e-01, eta: 1 day, 18:30:30, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3118, top5_acc: 0.5534, loss_cls: 3.3154, loss: 3.3154, grad_norm: 1.3910 2020-10-08 04:08:34,958 - mmaction - INFO - Epoch [148][980/1413] lr: 2.307e-01, eta: 1 day, 18:30:09, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3111, top5_acc: 0.5578, loss_cls: 3.3339, loss: 3.3339, grad_norm: 1.4189 2020-10-08 04:08:54,506 - mmaction - INFO - Epoch [148][1000/1413] lr: 2.307e-01, eta: 1 day, 18:29:49, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3099, top5_acc: 0.5479, loss_cls: 3.3432, loss: 3.3432, grad_norm: 1.4066 2020-10-08 04:09:14,142 - mmaction - INFO - Epoch [148][1020/1413] lr: 2.307e-01, eta: 1 day, 18:29:28, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3091, top5_acc: 0.5479, loss_cls: 3.3353, loss: 3.3353, grad_norm: 1.3990 2020-10-08 04:09:33,592 - mmaction - INFO - Epoch [148][1040/1413] lr: 2.307e-01, eta: 1 day, 18:29:08, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.3081, top5_acc: 0.5501, loss_cls: 3.3646, loss: 3.3646, grad_norm: 1.4132 2020-10-08 04:09:53,139 - mmaction - INFO - Epoch [148][1060/1413] lr: 2.307e-01, eta: 1 day, 18:28:47, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3074, top5_acc: 0.5525, loss_cls: 3.3497, loss: 3.3497, grad_norm: 1.3982 2020-10-08 04:10:12,723 - mmaction - INFO - Epoch [148][1080/1413] lr: 2.307e-01, eta: 1 day, 18:28:27, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2993, top5_acc: 0.5342, loss_cls: 3.4118, loss: 3.4118, grad_norm: 1.4111 2020-10-08 04:10:32,234 - mmaction - INFO - Epoch [148][1100/1413] lr: 2.307e-01, eta: 1 day, 18:28:06, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.3052, top5_acc: 0.5495, loss_cls: 3.3283, loss: 3.3283, grad_norm: 1.4049 2020-10-08 04:10:51,783 - mmaction - INFO - Epoch [148][1120/1413] lr: 2.307e-01, eta: 1 day, 18:27:46, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3143, top5_acc: 0.5503, loss_cls: 3.3385, loss: 3.3385, grad_norm: 1.3955 2020-10-08 04:11:11,444 - mmaction - INFO - Epoch [148][1140/1413] lr: 2.307e-01, eta: 1 day, 18:27:26, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3013, top5_acc: 0.5396, loss_cls: 3.3721, loss: 3.3721, grad_norm: 1.3793 2020-10-08 04:11:31,115 - mmaction - INFO - Epoch [148][1160/1413] lr: 2.307e-01, eta: 1 day, 18:27:05, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3064, top5_acc: 0.5490, loss_cls: 3.3650, loss: 3.3650, grad_norm: 1.4062 2020-10-08 04:11:50,628 - mmaction - INFO - Epoch [148][1180/1413] lr: 2.307e-01, eta: 1 day, 18:26:45, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3096, top5_acc: 0.5445, loss_cls: 3.3674, loss: 3.3674, grad_norm: 1.3994 2020-10-08 04:12:10,151 - mmaction - INFO - Epoch [148][1200/1413] lr: 2.307e-01, eta: 1 day, 18:26:24, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3134, top5_acc: 0.5531, loss_cls: 3.3320, loss: 3.3320, grad_norm: 1.3854 2020-10-08 04:12:29,642 - mmaction - INFO - Epoch [148][1220/1413] lr: 2.307e-01, eta: 1 day, 18:26:04, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.3105, top5_acc: 0.5546, loss_cls: 3.3223, loss: 3.3223, grad_norm: 1.3947 2020-10-08 04:12:49,166 - mmaction - INFO - Epoch [148][1240/1413] lr: 2.307e-01, eta: 1 day, 18:25:43, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3022, top5_acc: 0.5383, loss_cls: 3.3925, loss: 3.3925, grad_norm: 1.4109 2020-10-08 04:13:08,723 - mmaction - INFO - Epoch [148][1260/1413] lr: 2.307e-01, eta: 1 day, 18:25:23, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3143, top5_acc: 0.5431, loss_cls: 3.3347, loss: 3.3347, grad_norm: 1.3784 2020-10-08 04:13:28,323 - mmaction - INFO - Epoch [148][1280/1413] lr: 2.307e-01, eta: 1 day, 18:25:02, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3109, top5_acc: 0.5470, loss_cls: 3.3386, loss: 3.3386, grad_norm: 1.4141 2020-10-08 04:13:47,994 - mmaction - INFO - Epoch [148][1300/1413] lr: 2.307e-01, eta: 1 day, 18:24:42, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3052, top5_acc: 0.5445, loss_cls: 3.3486, loss: 3.3486, grad_norm: 1.4037 2020-10-08 04:14:07,603 - mmaction - INFO - Epoch [148][1320/1413] lr: 2.307e-01, eta: 1 day, 18:24:21, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3094, top5_acc: 0.5514, loss_cls: 3.3455, loss: 3.3455, grad_norm: 1.3920 2020-10-08 04:14:27,138 - mmaction - INFO - Epoch [148][1340/1413] lr: 2.307e-01, eta: 1 day, 18:24:01, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.3128, top5_acc: 0.5448, loss_cls: 3.3458, loss: 3.3458, grad_norm: 1.3796 2020-10-08 04:14:46,767 - mmaction - INFO - Epoch [148][1360/1413] lr: 2.307e-01, eta: 1 day, 18:23:41, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3048, top5_acc: 0.5520, loss_cls: 3.3423, loss: 3.3423, grad_norm: 1.4037 2020-10-08 04:15:06,428 - mmaction - INFO - Epoch [148][1380/1413] lr: 2.307e-01, eta: 1 day, 18:23:20, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3089, top5_acc: 0.5475, loss_cls: 3.3638, loss: 3.3638, grad_norm: 1.4136 2020-10-08 04:15:26,081 - mmaction - INFO - Epoch [148][1400/1413] lr: 2.307e-01, eta: 1 day, 18:23:00, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3276, top5_acc: 0.5628, loss_cls: 3.2534, loss: 3.2534, grad_norm: 1.3879 2020-10-08 04:16:35,186 - mmaction - INFO - Epoch [149][20/1413] lr: 2.271e-01, eta: 1 day, 18:22:50, time: 2.727, data_time: 1.620, memory: 8482, top1_acc: 0.3159, top5_acc: 0.5566, loss_cls: 3.2981, loss: 3.2981, grad_norm: 1.4019 2020-10-08 04:16:54,533 - mmaction - INFO - Epoch [149][40/1413] lr: 2.271e-01, eta: 1 day, 18:22:29, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.3150, top5_acc: 0.5589, loss_cls: 3.2910, loss: 3.2910, grad_norm: 1.3991 2020-10-08 04:17:14,016 - mmaction - INFO - Epoch [149][60/1413] lr: 2.271e-01, eta: 1 day, 18:22:09, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3116, top5_acc: 0.5507, loss_cls: 3.3291, loss: 3.3291, grad_norm: 1.4070 2020-10-08 04:17:33,584 - mmaction - INFO - Epoch [149][80/1413] lr: 2.271e-01, eta: 1 day, 18:21:48, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3151, top5_acc: 0.5552, loss_cls: 3.3092, loss: 3.3092, grad_norm: 1.4215 2020-10-08 04:17:53,254 - mmaction - INFO - Epoch [149][100/1413] lr: 2.271e-01, eta: 1 day, 18:21:28, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3193, top5_acc: 0.5656, loss_cls: 3.2743, loss: 3.2743, grad_norm: 1.4202 2020-10-08 04:18:12,886 - mmaction - INFO - Epoch [149][120/1413] lr: 2.271e-01, eta: 1 day, 18:21:08, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3111, top5_acc: 0.5478, loss_cls: 3.3419, loss: 3.3419, grad_norm: 1.4280 2020-10-08 04:18:32,527 - mmaction - INFO - Epoch [149][140/1413] lr: 2.271e-01, eta: 1 day, 18:20:47, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3124, top5_acc: 0.5517, loss_cls: 3.3251, loss: 3.3251, grad_norm: 1.4183 2020-10-08 04:18:52,095 - mmaction - INFO - Epoch [149][160/1413] lr: 2.271e-01, eta: 1 day, 18:20:27, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3089, top5_acc: 0.5452, loss_cls: 3.3484, loss: 3.3484, grad_norm: 1.3964 2020-10-08 04:19:11,776 - mmaction - INFO - Epoch [149][180/1413] lr: 2.271e-01, eta: 1 day, 18:20:06, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3116, top5_acc: 0.5471, loss_cls: 3.3368, loss: 3.3368, grad_norm: 1.4031 2020-10-08 04:19:31,307 - mmaction - INFO - Epoch [149][200/1413] lr: 2.271e-01, eta: 1 day, 18:19:46, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.3048, top5_acc: 0.5479, loss_cls: 3.3328, loss: 3.3328, grad_norm: 1.4020 2020-10-08 04:19:50,883 - mmaction - INFO - Epoch [149][220/1413] lr: 2.271e-01, eta: 1 day, 18:19:26, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.3098, top5_acc: 0.5505, loss_cls: 3.3528, loss: 3.3528, grad_norm: 1.4268 2020-10-08 04:20:10,588 - mmaction - INFO - Epoch [149][240/1413] lr: 2.271e-01, eta: 1 day, 18:19:05, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3087, top5_acc: 0.5505, loss_cls: 3.3543, loss: 3.3543, grad_norm: 1.4131 2020-10-08 04:20:30,226 - mmaction - INFO - Epoch [149][260/1413] lr: 2.271e-01, eta: 1 day, 18:18:45, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3133, top5_acc: 0.5555, loss_cls: 3.2939, loss: 3.2939, grad_norm: 1.4110 2020-10-08 04:20:49,901 - mmaction - INFO - Epoch [149][280/1413] lr: 2.271e-01, eta: 1 day, 18:18:24, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3167, top5_acc: 0.5517, loss_cls: 3.3089, loss: 3.3089, grad_norm: 1.4206 2020-10-08 04:21:09,594 - mmaction - INFO - Epoch [149][300/1413] lr: 2.271e-01, eta: 1 day, 18:18:04, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3113, top5_acc: 0.5456, loss_cls: 3.3600, loss: 3.3600, grad_norm: 1.3935 2020-10-08 04:21:29,245 - mmaction - INFO - Epoch [149][320/1413] lr: 2.271e-01, eta: 1 day, 18:17:44, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3007, top5_acc: 0.5428, loss_cls: 3.3469, loss: 3.3469, grad_norm: 1.4106 2020-10-08 04:21:48,950 - mmaction - INFO - Epoch [149][340/1413] lr: 2.271e-01, eta: 1 day, 18:17:23, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3066, top5_acc: 0.5457, loss_cls: 3.3571, loss: 3.3571, grad_norm: 1.4136 2020-10-08 04:22:08,597 - mmaction - INFO - Epoch [149][360/1413] lr: 2.271e-01, eta: 1 day, 18:17:03, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3130, top5_acc: 0.5497, loss_cls: 3.3152, loss: 3.3152, grad_norm: 1.4110 2020-10-08 04:22:28,249 - mmaction - INFO - Epoch [149][380/1413] lr: 2.271e-01, eta: 1 day, 18:16:43, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3083, top5_acc: 0.5539, loss_cls: 3.3284, loss: 3.3284, grad_norm: 1.3900 2020-10-08 04:22:47,781 - mmaction - INFO - Epoch [149][400/1413] lr: 2.271e-01, eta: 1 day, 18:16:22, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.3092, top5_acc: 0.5414, loss_cls: 3.3743, loss: 3.3743, grad_norm: 1.4022 2020-10-08 04:23:07,307 - mmaction - INFO - Epoch [149][420/1413] lr: 2.271e-01, eta: 1 day, 18:16:02, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3013, top5_acc: 0.5464, loss_cls: 3.3558, loss: 3.3558, grad_norm: 1.3943 2020-10-08 04:23:26,945 - mmaction - INFO - Epoch [149][440/1413] lr: 2.271e-01, eta: 1 day, 18:15:41, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3026, top5_acc: 0.5445, loss_cls: 3.3640, loss: 3.3640, grad_norm: 1.3985 2020-10-08 04:23:46,568 - mmaction - INFO - Epoch [149][460/1413] lr: 2.271e-01, eta: 1 day, 18:15:21, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3096, top5_acc: 0.5523, loss_cls: 3.3120, loss: 3.3120, grad_norm: 1.4098 2020-10-08 04:24:06,227 - mmaction - INFO - Epoch [149][480/1413] lr: 2.271e-01, eta: 1 day, 18:15:01, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3125, top5_acc: 0.5531, loss_cls: 3.3314, loss: 3.3314, grad_norm: 1.4017 2020-10-08 04:24:25,859 - mmaction - INFO - Epoch [149][500/1413] lr: 2.271e-01, eta: 1 day, 18:14:40, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3112, top5_acc: 0.5553, loss_cls: 3.3122, loss: 3.3122, grad_norm: 1.4138 2020-10-08 04:24:45,432 - mmaction - INFO - Epoch [149][520/1413] lr: 2.271e-01, eta: 1 day, 18:14:20, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3089, top5_acc: 0.5518, loss_cls: 3.3267, loss: 3.3267, grad_norm: 1.4248 2020-10-08 04:25:05,028 - mmaction - INFO - Epoch [149][540/1413] lr: 2.271e-01, eta: 1 day, 18:13:59, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3026, top5_acc: 0.5413, loss_cls: 3.3889, loss: 3.3889, grad_norm: 1.4029 2020-10-08 04:25:24,611 - mmaction - INFO - Epoch [149][560/1413] lr: 2.271e-01, eta: 1 day, 18:13:39, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3063, top5_acc: 0.5444, loss_cls: 3.3463, loss: 3.3463, grad_norm: 1.4007 2020-10-08 04:25:44,141 - mmaction - INFO - Epoch [149][580/1413] lr: 2.271e-01, eta: 1 day, 18:13:18, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3082, top5_acc: 0.5499, loss_cls: 3.3271, loss: 3.3271, grad_norm: 1.3979 2020-10-08 04:26:03,818 - mmaction - INFO - Epoch [149][600/1413] lr: 2.271e-01, eta: 1 day, 18:12:58, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3109, top5_acc: 0.5573, loss_cls: 3.3187, loss: 3.3187, grad_norm: 1.4038 2020-10-08 04:26:23,445 - mmaction - INFO - Epoch [149][620/1413] lr: 2.271e-01, eta: 1 day, 18:12:38, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3116, top5_acc: 0.5520, loss_cls: 3.3340, loss: 3.3340, grad_norm: 1.3918 2020-10-08 04:26:42,915 - mmaction - INFO - Epoch [149][640/1413] lr: 2.271e-01, eta: 1 day, 18:12:17, time: 0.974, data_time: 0.003, memory: 8482, top1_acc: 0.3193, top5_acc: 0.5583, loss_cls: 3.2804, loss: 3.2804, grad_norm: 1.4014 2020-10-08 04:27:02,544 - mmaction - INFO - Epoch [149][660/1413] lr: 2.271e-01, eta: 1 day, 18:11:57, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3107, top5_acc: 0.5448, loss_cls: 3.3333, loss: 3.3333, grad_norm: 1.3970 2020-10-08 04:27:22,127 - mmaction - INFO - Epoch [149][680/1413] lr: 2.271e-01, eta: 1 day, 18:11:36, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3077, top5_acc: 0.5577, loss_cls: 3.3214, loss: 3.3214, grad_norm: 1.4129 2020-10-08 04:27:41,766 - mmaction - INFO - Epoch [149][700/1413] lr: 2.271e-01, eta: 1 day, 18:11:16, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3210, top5_acc: 0.5492, loss_cls: 3.3244, loss: 3.3244, grad_norm: 1.4032 2020-10-08 04:28:01,296 - mmaction - INFO - Epoch [149][720/1413] lr: 2.271e-01, eta: 1 day, 18:10:55, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3025, top5_acc: 0.5391, loss_cls: 3.3715, loss: 3.3715, grad_norm: 1.4106 2020-10-08 04:28:20,834 - mmaction - INFO - Epoch [149][740/1413] lr: 2.271e-01, eta: 1 day, 18:10:35, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.3043, top5_acc: 0.5449, loss_cls: 3.3642, loss: 3.3642, grad_norm: 1.4165 2020-10-08 04:28:40,496 - mmaction - INFO - Epoch [149][760/1413] lr: 2.271e-01, eta: 1 day, 18:10:15, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3027, top5_acc: 0.5492, loss_cls: 3.3618, loss: 3.3618, grad_norm: 1.4127 2020-10-08 04:29:00,130 - mmaction - INFO - Epoch [149][780/1413] lr: 2.271e-01, eta: 1 day, 18:09:54, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3094, top5_acc: 0.5462, loss_cls: 3.3466, loss: 3.3466, grad_norm: 1.3862 2020-10-08 04:29:19,765 - mmaction - INFO - Epoch [149][800/1413] lr: 2.271e-01, eta: 1 day, 18:09:34, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3121, top5_acc: 0.5411, loss_cls: 3.3083, loss: 3.3083, grad_norm: 1.3944 2020-10-08 04:29:39,505 - mmaction - INFO - Epoch [149][820/1413] lr: 2.271e-01, eta: 1 day, 18:09:14, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.3065, top5_acc: 0.5458, loss_cls: 3.3408, loss: 3.3408, grad_norm: 1.3959 2020-10-08 04:29:59,053 - mmaction - INFO - Epoch [149][840/1413] lr: 2.271e-01, eta: 1 day, 18:08:53, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3055, top5_acc: 0.5493, loss_cls: 3.3539, loss: 3.3539, grad_norm: 1.4315 2020-10-08 04:30:17,791 - mmaction - INFO - Epoch [149][860/1413] lr: 2.271e-01, eta: 1 day, 18:08:32, time: 0.938, data_time: 0.003, memory: 8482, top1_acc: 0.3174, top5_acc: 0.5562, loss_cls: 3.3139, loss: 3.3139, grad_norm: 1.3937 2020-10-08 04:30:37,353 - mmaction - INFO - Epoch [149][880/1413] lr: 2.271e-01, eta: 1 day, 18:08:11, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3139, top5_acc: 0.5522, loss_cls: 3.3458, loss: 3.3458, grad_norm: 1.4259 2020-10-08 04:30:56,956 - mmaction - INFO - Epoch [149][900/1413] lr: 2.271e-01, eta: 1 day, 18:07:51, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3051, top5_acc: 0.5454, loss_cls: 3.3634, loss: 3.3634, grad_norm: 1.4091 2020-10-08 04:31:16,642 - mmaction - INFO - Epoch [149][920/1413] lr: 2.271e-01, eta: 1 day, 18:07:30, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3100, top5_acc: 0.5484, loss_cls: 3.3381, loss: 3.3381, grad_norm: 1.3835 2020-10-08 04:31:36,304 - mmaction - INFO - Epoch [149][940/1413] lr: 2.271e-01, eta: 1 day, 18:07:10, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3086, top5_acc: 0.5439, loss_cls: 3.3491, loss: 3.3491, grad_norm: 1.4020 2020-10-08 04:31:55,886 - mmaction - INFO - Epoch [149][960/1413] lr: 2.271e-01, eta: 1 day, 18:06:50, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3100, top5_acc: 0.5517, loss_cls: 3.3329, loss: 3.3329, grad_norm: 1.4044 2020-10-08 04:32:15,551 - mmaction - INFO - Epoch [149][980/1413] lr: 2.271e-01, eta: 1 day, 18:06:29, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3102, top5_acc: 0.5430, loss_cls: 3.3533, loss: 3.3533, grad_norm: 1.4108 2020-10-08 04:32:35,222 - mmaction - INFO - Epoch [149][1000/1413] lr: 2.271e-01, eta: 1 day, 18:06:09, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3036, top5_acc: 0.5462, loss_cls: 3.3578, loss: 3.3578, grad_norm: 1.3837 2020-10-08 04:32:54,858 - mmaction - INFO - Epoch [149][1020/1413] lr: 2.271e-01, eta: 1 day, 18:05:49, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3208, top5_acc: 0.5574, loss_cls: 3.2861, loss: 3.2861, grad_norm: 1.4097 2020-10-08 04:33:14,482 - mmaction - INFO - Epoch [149][1040/1413] lr: 2.271e-01, eta: 1 day, 18:05:28, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3121, top5_acc: 0.5477, loss_cls: 3.3495, loss: 3.3495, grad_norm: 1.3976 2020-10-08 04:33:34,052 - mmaction - INFO - Epoch [149][1060/1413] lr: 2.271e-01, eta: 1 day, 18:05:08, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3091, top5_acc: 0.5521, loss_cls: 3.3314, loss: 3.3314, grad_norm: 1.3957 2020-10-08 04:33:53,650 - mmaction - INFO - Epoch [149][1080/1413] lr: 2.271e-01, eta: 1 day, 18:04:47, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3104, top5_acc: 0.5427, loss_cls: 3.3514, loss: 3.3514, grad_norm: 1.3984 2020-10-08 04:34:13,294 - mmaction - INFO - Epoch [149][1100/1413] lr: 2.271e-01, eta: 1 day, 18:04:27, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3059, top5_acc: 0.5544, loss_cls: 3.3300, loss: 3.3300, grad_norm: 1.4017 2020-10-08 04:34:33,007 - mmaction - INFO - Epoch [149][1120/1413] lr: 2.271e-01, eta: 1 day, 18:04:07, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3125, top5_acc: 0.5559, loss_cls: 3.3209, loss: 3.3209, grad_norm: 1.3870 2020-10-08 04:34:52,594 - mmaction - INFO - Epoch [149][1140/1413] lr: 2.271e-01, eta: 1 day, 18:03:46, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.2992, top5_acc: 0.5495, loss_cls: 3.3521, loss: 3.3521, grad_norm: 1.4257 2020-10-08 04:35:12,290 - mmaction - INFO - Epoch [149][1160/1413] lr: 2.271e-01, eta: 1 day, 18:03:26, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3077, top5_acc: 0.5547, loss_cls: 3.3173, loss: 3.3173, grad_norm: 1.4107 2020-10-08 04:35:31,897 - mmaction - INFO - Epoch [149][1180/1413] lr: 2.271e-01, eta: 1 day, 18:03:06, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3104, top5_acc: 0.5466, loss_cls: 3.3604, loss: 3.3604, grad_norm: 1.4197 2020-10-08 04:35:51,640 - mmaction - INFO - Epoch [149][1200/1413] lr: 2.271e-01, eta: 1 day, 18:02:45, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3029, top5_acc: 0.5449, loss_cls: 3.3859, loss: 3.3859, grad_norm: 1.4228 2020-10-08 04:36:11,226 - mmaction - INFO - Epoch [149][1220/1413] lr: 2.271e-01, eta: 1 day, 18:02:25, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.2960, top5_acc: 0.5392, loss_cls: 3.3984, loss: 3.3984, grad_norm: 1.4292 2020-10-08 04:36:30,844 - mmaction - INFO - Epoch [149][1240/1413] lr: 2.271e-01, eta: 1 day, 18:02:04, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3160, top5_acc: 0.5456, loss_cls: 3.3200, loss: 3.3200, grad_norm: 1.4110 2020-10-08 04:36:50,376 - mmaction - INFO - Epoch [149][1260/1413] lr: 2.271e-01, eta: 1 day, 18:01:44, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.2992, top5_acc: 0.5413, loss_cls: 3.3712, loss: 3.3712, grad_norm: 1.3919 2020-10-08 04:37:09,965 - mmaction - INFO - Epoch [149][1280/1413] lr: 2.271e-01, eta: 1 day, 18:01:24, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3107, top5_acc: 0.5469, loss_cls: 3.3562, loss: 3.3562, grad_norm: 1.3918 2020-10-08 04:37:29,549 - mmaction - INFO - Epoch [149][1300/1413] lr: 2.271e-01, eta: 1 day, 18:01:03, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3102, top5_acc: 0.5573, loss_cls: 3.3319, loss: 3.3319, grad_norm: 1.4015 2020-10-08 04:37:49,340 - mmaction - INFO - Epoch [149][1320/1413] lr: 2.271e-01, eta: 1 day, 18:00:43, time: 0.991, data_time: 0.002, memory: 8482, top1_acc: 0.3046, top5_acc: 0.5525, loss_cls: 3.3338, loss: 3.3338, grad_norm: 1.3974 2020-10-08 04:38:08,935 - mmaction - INFO - Epoch [149][1340/1413] lr: 2.271e-01, eta: 1 day, 18:00:23, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3143, top5_acc: 0.5478, loss_cls: 3.3544, loss: 3.3544, grad_norm: 1.3975 2020-10-08 04:38:28,550 - mmaction - INFO - Epoch [149][1360/1413] lr: 2.271e-01, eta: 1 day, 18:00:02, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3039, top5_acc: 0.5409, loss_cls: 3.3756, loss: 3.3756, grad_norm: 1.3987 2020-10-08 04:38:48,213 - mmaction - INFO - Epoch [149][1380/1413] lr: 2.271e-01, eta: 1 day, 17:59:42, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3155, top5_acc: 0.5491, loss_cls: 3.3255, loss: 3.3255, grad_norm: 1.3948 2020-10-08 04:39:07,758 - mmaction - INFO - Epoch [149][1400/1413] lr: 2.271e-01, eta: 1 day, 17:59:21, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3124, top5_acc: 0.5533, loss_cls: 3.3266, loss: 3.3266, grad_norm: 1.3961 2020-10-08 04:40:11,797 - mmaction - INFO - Epoch [150][20/1413] lr: 2.235e-01, eta: 1 day, 17:59:07, time: 2.542, data_time: 1.528, memory: 8482, top1_acc: 0.3143, top5_acc: 0.5527, loss_cls: 3.3114, loss: 3.3114, grad_norm: 1.4229 2020-10-08 04:40:31,107 - mmaction - INFO - Epoch [150][40/1413] lr: 2.235e-01, eta: 1 day, 17:58:46, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.3065, top5_acc: 0.5499, loss_cls: 3.3107, loss: 3.3107, grad_norm: 1.4216 2020-10-08 04:40:50,714 - mmaction - INFO - Epoch [150][60/1413] lr: 2.235e-01, eta: 1 day, 17:58:26, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3130, top5_acc: 0.5539, loss_cls: 3.3242, loss: 3.3242, grad_norm: 1.3904 2020-10-08 04:41:10,247 - mmaction - INFO - Epoch [150][80/1413] lr: 2.235e-01, eta: 1 day, 17:58:06, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3138, top5_acc: 0.5505, loss_cls: 3.3306, loss: 3.3306, grad_norm: 1.4183 2020-10-08 04:41:29,852 - mmaction - INFO - Epoch [150][100/1413] lr: 2.235e-01, eta: 1 day, 17:57:45, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3126, top5_acc: 0.5480, loss_cls: 3.3362, loss: 3.3362, grad_norm: 1.4046 2020-10-08 04:41:49,417 - mmaction - INFO - Epoch [150][120/1413] lr: 2.235e-01, eta: 1 day, 17:57:25, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3208, top5_acc: 0.5522, loss_cls: 3.3056, loss: 3.3056, grad_norm: 1.3944 2020-10-08 04:42:08,931 - mmaction - INFO - Epoch [150][140/1413] lr: 2.235e-01, eta: 1 day, 17:57:04, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3185, top5_acc: 0.5678, loss_cls: 3.2761, loss: 3.2761, grad_norm: 1.4252 2020-10-08 04:42:28,517 - mmaction - INFO - Epoch [150][160/1413] lr: 2.235e-01, eta: 1 day, 17:56:44, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3228, top5_acc: 0.5646, loss_cls: 3.2702, loss: 3.2702, grad_norm: 1.4231 2020-10-08 04:42:48,088 - mmaction - INFO - Epoch [150][180/1413] lr: 2.235e-01, eta: 1 day, 17:56:23, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3217, top5_acc: 0.5613, loss_cls: 3.2798, loss: 3.2798, grad_norm: 1.4084 2020-10-08 04:43:07,738 - mmaction - INFO - Epoch [150][200/1413] lr: 2.235e-01, eta: 1 day, 17:56:03, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3168, top5_acc: 0.5576, loss_cls: 3.2723, loss: 3.2723, grad_norm: 1.4110 2020-10-08 04:43:27,363 - mmaction - INFO - Epoch [150][220/1413] lr: 2.235e-01, eta: 1 day, 17:55:43, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3056, top5_acc: 0.5557, loss_cls: 3.2998, loss: 3.2998, grad_norm: 1.4494 2020-10-08 04:43:47,046 - mmaction - INFO - Epoch [150][240/1413] lr: 2.235e-01, eta: 1 day, 17:55:22, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3202, top5_acc: 0.5516, loss_cls: 3.3009, loss: 3.3009, grad_norm: 1.4145 2020-10-08 04:44:06,674 - mmaction - INFO - Epoch [150][260/1413] lr: 2.235e-01, eta: 1 day, 17:55:02, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3137, top5_acc: 0.5520, loss_cls: 3.3272, loss: 3.3272, grad_norm: 1.4327 2020-10-08 04:44:26,194 - mmaction - INFO - Epoch [150][280/1413] lr: 2.235e-01, eta: 1 day, 17:54:41, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3201, top5_acc: 0.5517, loss_cls: 3.3180, loss: 3.3180, grad_norm: 1.3984 2020-10-08 04:44:45,796 - mmaction - INFO - Epoch [150][300/1413] lr: 2.235e-01, eta: 1 day, 17:54:21, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3194, top5_acc: 0.5641, loss_cls: 3.2658, loss: 3.2658, grad_norm: 1.4230 2020-10-08 04:45:05,532 - mmaction - INFO - Epoch [150][320/1413] lr: 2.235e-01, eta: 1 day, 17:54:01, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.3112, top5_acc: 0.5538, loss_cls: 3.3233, loss: 3.3233, grad_norm: 1.4015 2020-10-08 04:45:25,078 - mmaction - INFO - Epoch [150][340/1413] lr: 2.235e-01, eta: 1 day, 17:53:40, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3250, top5_acc: 0.5577, loss_cls: 3.3053, loss: 3.3053, grad_norm: 1.4180 2020-10-08 04:45:44,692 - mmaction - INFO - Epoch [150][360/1413] lr: 2.235e-01, eta: 1 day, 17:53:20, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3103, top5_acc: 0.5505, loss_cls: 3.3342, loss: 3.3342, grad_norm: 1.4094 2020-10-08 04:46:04,422 - mmaction - INFO - Epoch [150][380/1413] lr: 2.235e-01, eta: 1 day, 17:53:00, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3193, top5_acc: 0.5589, loss_cls: 3.3168, loss: 3.3168, grad_norm: 1.4093 2020-10-08 04:46:23,963 - mmaction - INFO - Epoch [150][400/1413] lr: 2.235e-01, eta: 1 day, 17:52:39, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3100, top5_acc: 0.5549, loss_cls: 3.3409, loss: 3.3409, grad_norm: 1.4234 2020-10-08 04:46:43,618 - mmaction - INFO - Epoch [150][420/1413] lr: 2.235e-01, eta: 1 day, 17:52:19, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3113, top5_acc: 0.5564, loss_cls: 3.3083, loss: 3.3083, grad_norm: 1.4145 2020-10-08 04:47:03,343 - mmaction - INFO - Epoch [150][440/1413] lr: 2.235e-01, eta: 1 day, 17:51:58, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.3198, top5_acc: 0.5576, loss_cls: 3.2819, loss: 3.2819, grad_norm: 1.4151 2020-10-08 04:47:23,050 - mmaction - INFO - Epoch [150][460/1413] lr: 2.235e-01, eta: 1 day, 17:51:38, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3064, top5_acc: 0.5509, loss_cls: 3.3469, loss: 3.3469, grad_norm: 1.4237 2020-10-08 04:47:42,681 - mmaction - INFO - Epoch [150][480/1413] lr: 2.235e-01, eta: 1 day, 17:51:18, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3122, top5_acc: 0.5549, loss_cls: 3.3316, loss: 3.3316, grad_norm: 1.4244 2020-10-08 04:48:02,301 - mmaction - INFO - Epoch [150][500/1413] lr: 2.235e-01, eta: 1 day, 17:50:57, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3197, top5_acc: 0.5523, loss_cls: 3.2901, loss: 3.2901, grad_norm: 1.4131 2020-10-08 04:48:21,971 - mmaction - INFO - Epoch [150][520/1413] lr: 2.235e-01, eta: 1 day, 17:50:37, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3046, top5_acc: 0.5440, loss_cls: 3.3527, loss: 3.3527, grad_norm: 1.4151 2020-10-08 04:48:41,664 - mmaction - INFO - Epoch [150][540/1413] lr: 2.235e-01, eta: 1 day, 17:50:17, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3142, top5_acc: 0.5516, loss_cls: 3.3214, loss: 3.3214, grad_norm: 1.4075 2020-10-08 04:49:01,241 - mmaction - INFO - Epoch [150][560/1413] lr: 2.235e-01, eta: 1 day, 17:49:56, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3173, top5_acc: 0.5497, loss_cls: 3.3218, loss: 3.3218, grad_norm: 1.3895 2020-10-08 04:49:20,885 - mmaction - INFO - Epoch [150][580/1413] lr: 2.235e-01, eta: 1 day, 17:49:36, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3210, top5_acc: 0.5573, loss_cls: 3.2923, loss: 3.2923, grad_norm: 1.4354 2020-10-08 04:49:40,493 - mmaction - INFO - Epoch [150][600/1413] lr: 2.235e-01, eta: 1 day, 17:49:16, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3122, top5_acc: 0.5453, loss_cls: 3.3522, loss: 3.3522, grad_norm: 1.4196 2020-10-08 04:50:00,098 - mmaction - INFO - Epoch [150][620/1413] lr: 2.235e-01, eta: 1 day, 17:48:55, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3238, top5_acc: 0.5638, loss_cls: 3.2635, loss: 3.2635, grad_norm: 1.4230 2020-10-08 04:50:19,638 - mmaction - INFO - Epoch [150][640/1413] lr: 2.235e-01, eta: 1 day, 17:48:35, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3145, top5_acc: 0.5523, loss_cls: 3.3257, loss: 3.3257, grad_norm: 1.3998 2020-10-08 04:50:39,174 - mmaction - INFO - Epoch [150][660/1413] lr: 2.235e-01, eta: 1 day, 17:48:14, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3034, top5_acc: 0.5478, loss_cls: 3.3458, loss: 3.3458, grad_norm: 1.4128 2020-10-08 04:50:58,780 - mmaction - INFO - Epoch [150][680/1413] lr: 2.235e-01, eta: 1 day, 17:47:54, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3128, top5_acc: 0.5432, loss_cls: 3.3435, loss: 3.3435, grad_norm: 1.4063 2020-10-08 04:51:18,347 - mmaction - INFO - Epoch [150][700/1413] lr: 2.235e-01, eta: 1 day, 17:47:33, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3267, top5_acc: 0.5565, loss_cls: 3.2595, loss: 3.2595, grad_norm: 1.4049 2020-10-08 04:51:37,923 - mmaction - INFO - Epoch [150][720/1413] lr: 2.235e-01, eta: 1 day, 17:47:13, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3253, top5_acc: 0.5655, loss_cls: 3.2658, loss: 3.2658, grad_norm: 1.4335 2020-10-08 04:51:57,510 - mmaction - INFO - Epoch [150][740/1413] lr: 2.235e-01, eta: 1 day, 17:46:52, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3108, top5_acc: 0.5497, loss_cls: 3.3342, loss: 3.3342, grad_norm: 1.4197 2020-10-08 04:52:17,197 - mmaction - INFO - Epoch [150][760/1413] lr: 2.235e-01, eta: 1 day, 17:46:32, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3112, top5_acc: 0.5499, loss_cls: 3.3245, loss: 3.3245, grad_norm: 1.4083 2020-10-08 04:52:36,736 - mmaction - INFO - Epoch [150][780/1413] lr: 2.235e-01, eta: 1 day, 17:46:12, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3010, top5_acc: 0.5417, loss_cls: 3.3597, loss: 3.3597, grad_norm: 1.4141 2020-10-08 04:52:56,278 - mmaction - INFO - Epoch [150][800/1413] lr: 2.235e-01, eta: 1 day, 17:45:51, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.3169, top5_acc: 0.5483, loss_cls: 3.3439, loss: 3.3439, grad_norm: 1.4044 2020-10-08 04:53:15,905 - mmaction - INFO - Epoch [150][820/1413] lr: 2.235e-01, eta: 1 day, 17:45:31, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3034, top5_acc: 0.5517, loss_cls: 3.3295, loss: 3.3295, grad_norm: 1.4394 2020-10-08 04:53:35,561 - mmaction - INFO - Epoch [150][840/1413] lr: 2.235e-01, eta: 1 day, 17:45:10, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3082, top5_acc: 0.5504, loss_cls: 3.3575, loss: 3.3575, grad_norm: 1.4263 2020-10-08 04:53:55,214 - mmaction - INFO - Epoch [150][860/1413] lr: 2.235e-01, eta: 1 day, 17:44:50, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3190, top5_acc: 0.5522, loss_cls: 3.3181, loss: 3.3181, grad_norm: 1.4285 2020-10-08 04:54:14,676 - mmaction - INFO - Epoch [150][880/1413] lr: 2.235e-01, eta: 1 day, 17:44:30, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3038, top5_acc: 0.5479, loss_cls: 3.3734, loss: 3.3734, grad_norm: 1.4414 2020-10-08 04:54:34,238 - mmaction - INFO - Epoch [150][900/1413] lr: 2.235e-01, eta: 1 day, 17:44:09, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3043, top5_acc: 0.5449, loss_cls: 3.3334, loss: 3.3334, grad_norm: 1.4110 2020-10-08 04:54:53,762 - mmaction - INFO - Epoch [150][920/1413] lr: 2.235e-01, eta: 1 day, 17:43:49, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.3012, top5_acc: 0.5478, loss_cls: 3.3366, loss: 3.3366, grad_norm: 1.4019 2020-10-08 04:55:13,348 - mmaction - INFO - Epoch [150][940/1413] lr: 2.235e-01, eta: 1 day, 17:43:28, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3221, top5_acc: 0.5586, loss_cls: 3.2948, loss: 3.2948, grad_norm: 1.3932 2020-10-08 04:55:32,922 - mmaction - INFO - Epoch [150][960/1413] lr: 2.235e-01, eta: 1 day, 17:43:08, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3143, top5_acc: 0.5555, loss_cls: 3.3127, loss: 3.3127, grad_norm: 1.4239 2020-10-08 04:55:52,542 - mmaction - INFO - Epoch [150][980/1413] lr: 2.235e-01, eta: 1 day, 17:42:47, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3100, top5_acc: 0.5516, loss_cls: 3.3231, loss: 3.3231, grad_norm: 1.4325 2020-10-08 04:56:12,045 - mmaction - INFO - Epoch [150][1000/1413] lr: 2.235e-01, eta: 1 day, 17:42:27, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3065, top5_acc: 0.5508, loss_cls: 3.3409, loss: 3.3409, grad_norm: 1.4132 2020-10-08 04:56:31,603 - mmaction - INFO - Epoch [150][1020/1413] lr: 2.235e-01, eta: 1 day, 17:42:06, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3073, top5_acc: 0.5484, loss_cls: 3.3402, loss: 3.3402, grad_norm: 1.4092 2020-10-08 04:56:51,278 - mmaction - INFO - Epoch [150][1040/1413] lr: 2.235e-01, eta: 1 day, 17:41:46, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3112, top5_acc: 0.5509, loss_cls: 3.3315, loss: 3.3315, grad_norm: 1.4342 2020-10-08 04:57:10,896 - mmaction - INFO - Epoch [150][1060/1413] lr: 2.235e-01, eta: 1 day, 17:41:26, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3005, top5_acc: 0.5461, loss_cls: 3.3608, loss: 3.3608, grad_norm: 1.4203 2020-10-08 04:57:30,616 - mmaction - INFO - Epoch [150][1080/1413] lr: 2.235e-01, eta: 1 day, 17:41:05, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3105, top5_acc: 0.5445, loss_cls: 3.3674, loss: 3.3674, grad_norm: 1.4098 2020-10-08 04:57:50,229 - mmaction - INFO - Epoch [150][1100/1413] lr: 2.235e-01, eta: 1 day, 17:40:45, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3111, top5_acc: 0.5467, loss_cls: 3.3559, loss: 3.3559, grad_norm: 1.3983 2020-10-08 04:58:09,940 - mmaction - INFO - Epoch [150][1120/1413] lr: 2.235e-01, eta: 1 day, 17:40:25, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3141, top5_acc: 0.5609, loss_cls: 3.2729, loss: 3.2729, grad_norm: 1.4214 2020-10-08 04:58:29,546 - mmaction - INFO - Epoch [150][1140/1413] lr: 2.235e-01, eta: 1 day, 17:40:04, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3066, top5_acc: 0.5419, loss_cls: 3.3680, loss: 3.3680, grad_norm: 1.3968 2020-10-08 04:58:49,073 - mmaction - INFO - Epoch [150][1160/1413] lr: 2.235e-01, eta: 1 day, 17:39:44, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3049, top5_acc: 0.5462, loss_cls: 3.3309, loss: 3.3309, grad_norm: 1.4148 2020-10-08 04:59:08,770 - mmaction - INFO - Epoch [150][1180/1413] lr: 2.235e-01, eta: 1 day, 17:39:24, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3163, top5_acc: 0.5600, loss_cls: 3.3158, loss: 3.3158, grad_norm: 1.4172 2020-10-08 04:59:28,436 - mmaction - INFO - Epoch [150][1200/1413] lr: 2.235e-01, eta: 1 day, 17:39:03, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3107, top5_acc: 0.5405, loss_cls: 3.3584, loss: 3.3584, grad_norm: 1.4235 2020-10-08 04:59:48,087 - mmaction - INFO - Epoch [150][1220/1413] lr: 2.235e-01, eta: 1 day, 17:38:43, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3073, top5_acc: 0.5513, loss_cls: 3.3102, loss: 3.3102, grad_norm: 1.4224 2020-10-08 05:00:08,871 - mmaction - INFO - Epoch [150][1240/1413] lr: 2.235e-01, eta: 1 day, 17:38:24, time: 1.039, data_time: 0.002, memory: 8482, top1_acc: 0.3113, top5_acc: 0.5492, loss_cls: 3.3191, loss: 3.3191, grad_norm: 1.4021 2020-10-08 05:00:27,471 - mmaction - INFO - Epoch [150][1260/1413] lr: 2.235e-01, eta: 1 day, 17:38:02, time: 0.929, data_time: 0.002, memory: 8482, top1_acc: 0.3116, top5_acc: 0.5464, loss_cls: 3.3521, loss: 3.3521, grad_norm: 1.4161 2020-10-08 05:00:47,063 - mmaction - INFO - Epoch [150][1280/1413] lr: 2.235e-01, eta: 1 day, 17:37:42, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3079, top5_acc: 0.5436, loss_cls: 3.3512, loss: 3.3512, grad_norm: 1.4097 2020-10-08 05:01:06,651 - mmaction - INFO - Epoch [150][1300/1413] lr: 2.235e-01, eta: 1 day, 17:37:21, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3111, top5_acc: 0.5480, loss_cls: 3.3383, loss: 3.3383, grad_norm: 1.4079 2020-10-08 05:01:26,275 - mmaction - INFO - Epoch [150][1320/1413] lr: 2.235e-01, eta: 1 day, 17:37:01, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3096, top5_acc: 0.5503, loss_cls: 3.3369, loss: 3.3369, grad_norm: 1.3973 2020-10-08 05:01:45,804 - mmaction - INFO - Epoch [150][1340/1413] lr: 2.235e-01, eta: 1 day, 17:36:41, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.3079, top5_acc: 0.5443, loss_cls: 3.3681, loss: 3.3681, grad_norm: 1.4179 2020-10-08 05:02:05,351 - mmaction - INFO - Epoch [150][1360/1413] lr: 2.235e-01, eta: 1 day, 17:36:20, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.3141, top5_acc: 0.5461, loss_cls: 3.3262, loss: 3.3262, grad_norm: 1.3859 2020-10-08 05:02:25,014 - mmaction - INFO - Epoch [150][1380/1413] lr: 2.235e-01, eta: 1 day, 17:36:00, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.2999, top5_acc: 0.5401, loss_cls: 3.3805, loss: 3.3805, grad_norm: 1.4388 2020-10-08 05:02:44,539 - mmaction - INFO - Epoch [150][1400/1413] lr: 2.235e-01, eta: 1 day, 17:35:39, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.3134, top5_acc: 0.5431, loss_cls: 3.3395, loss: 3.3395, grad_norm: 1.4276 2020-10-08 05:03:51,221 - mmaction - INFO - Epoch [151][20/1413] lr: 2.200e-01, eta: 1 day, 17:35:26, time: 2.618, data_time: 1.609, memory: 8482, top1_acc: 0.3008, top5_acc: 0.5487, loss_cls: 3.3487, loss: 3.3487, grad_norm: 1.4450 2020-10-08 05:04:10,606 - mmaction - INFO - Epoch [151][40/1413] lr: 2.200e-01, eta: 1 day, 17:35:06, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3072, top5_acc: 0.5487, loss_cls: 3.3071, loss: 3.3071, grad_norm: 1.3988 2020-10-08 05:04:30,094 - mmaction - INFO - Epoch [151][60/1413] lr: 2.200e-01, eta: 1 day, 17:34:45, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.3232, top5_acc: 0.5684, loss_cls: 3.2515, loss: 3.2515, grad_norm: 1.4023 2020-10-08 05:04:49,710 - mmaction - INFO - Epoch [151][80/1413] lr: 2.200e-01, eta: 1 day, 17:34:25, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3129, top5_acc: 0.5505, loss_cls: 3.3238, loss: 3.3238, grad_norm: 1.4510 2020-10-08 05:05:09,428 - mmaction - INFO - Epoch [151][100/1413] lr: 2.200e-01, eta: 1 day, 17:34:05, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3137, top5_acc: 0.5521, loss_cls: 3.3094, loss: 3.3094, grad_norm: 1.4174 2020-10-08 05:05:29,079 - mmaction - INFO - Epoch [151][120/1413] lr: 2.200e-01, eta: 1 day, 17:33:44, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3227, top5_acc: 0.5529, loss_cls: 3.2860, loss: 3.2860, grad_norm: 1.4210 2020-10-08 05:05:48,720 - mmaction - INFO - Epoch [151][140/1413] lr: 2.200e-01, eta: 1 day, 17:33:24, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3109, top5_acc: 0.5530, loss_cls: 3.3226, loss: 3.3226, grad_norm: 1.4249 2020-10-08 05:06:08,315 - mmaction - INFO - Epoch [151][160/1413] lr: 2.200e-01, eta: 1 day, 17:33:03, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3076, top5_acc: 0.5452, loss_cls: 3.3659, loss: 3.3659, grad_norm: 1.4082 2020-10-08 05:06:27,960 - mmaction - INFO - Epoch [151][180/1413] lr: 2.200e-01, eta: 1 day, 17:32:43, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3211, top5_acc: 0.5609, loss_cls: 3.2925, loss: 3.2925, grad_norm: 1.4140 2020-10-08 05:06:47,531 - mmaction - INFO - Epoch [151][200/1413] lr: 2.200e-01, eta: 1 day, 17:32:23, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3172, top5_acc: 0.5638, loss_cls: 3.2584, loss: 3.2584, grad_norm: 1.4184 2020-10-08 05:07:07,137 - mmaction - INFO - Epoch [151][220/1413] lr: 2.200e-01, eta: 1 day, 17:32:02, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3143, top5_acc: 0.5583, loss_cls: 3.2949, loss: 3.2949, grad_norm: 1.4132 2020-10-08 05:07:26,770 - mmaction - INFO - Epoch [151][240/1413] lr: 2.200e-01, eta: 1 day, 17:31:42, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3195, top5_acc: 0.5695, loss_cls: 3.2790, loss: 3.2790, grad_norm: 1.4242 2020-10-08 05:07:46,414 - mmaction - INFO - Epoch [151][260/1413] lr: 2.200e-01, eta: 1 day, 17:31:22, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3253, top5_acc: 0.5612, loss_cls: 3.2654, loss: 3.2654, grad_norm: 1.4208 2020-10-08 05:08:05,973 - mmaction - INFO - Epoch [151][280/1413] lr: 2.200e-01, eta: 1 day, 17:31:01, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3095, top5_acc: 0.5542, loss_cls: 3.3330, loss: 3.3330, grad_norm: 1.4244 2020-10-08 05:08:25,594 - mmaction - INFO - Epoch [151][300/1413] lr: 2.200e-01, eta: 1 day, 17:30:41, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3082, top5_acc: 0.5474, loss_cls: 3.3321, loss: 3.3321, grad_norm: 1.4361 2020-10-08 05:08:45,272 - mmaction - INFO - Epoch [151][320/1413] lr: 2.200e-01, eta: 1 day, 17:30:20, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3155, top5_acc: 0.5516, loss_cls: 3.3048, loss: 3.3048, grad_norm: 1.4407 2020-10-08 05:09:05,060 - mmaction - INFO - Epoch [151][340/1413] lr: 2.200e-01, eta: 1 day, 17:30:00, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.3207, top5_acc: 0.5665, loss_cls: 3.2749, loss: 3.2749, grad_norm: 1.4065 2020-10-08 05:09:24,631 - mmaction - INFO - Epoch [151][360/1413] lr: 2.200e-01, eta: 1 day, 17:29:40, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3171, top5_acc: 0.5569, loss_cls: 3.3011, loss: 3.3011, grad_norm: 1.4222 2020-10-08 05:09:44,346 - mmaction - INFO - Epoch [151][380/1413] lr: 2.200e-01, eta: 1 day, 17:29:19, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3125, top5_acc: 0.5613, loss_cls: 3.3395, loss: 3.3395, grad_norm: 1.4424 2020-10-08 05:10:03,914 - mmaction - INFO - Epoch [151][400/1413] lr: 2.200e-01, eta: 1 day, 17:28:59, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3171, top5_acc: 0.5535, loss_cls: 3.3110, loss: 3.3110, grad_norm: 1.4063 2020-10-08 05:10:23,486 - mmaction - INFO - Epoch [151][420/1413] lr: 2.200e-01, eta: 1 day, 17:28:39, time: 0.979, data_time: 0.004, memory: 8482, top1_acc: 0.3186, top5_acc: 0.5548, loss_cls: 3.3173, loss: 3.3173, grad_norm: 1.4374 2020-10-08 05:10:43,076 - mmaction - INFO - Epoch [151][440/1413] lr: 2.200e-01, eta: 1 day, 17:28:18, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3065, top5_acc: 0.5426, loss_cls: 3.3686, loss: 3.3686, grad_norm: 1.4387 2020-10-08 05:11:02,692 - mmaction - INFO - Epoch [151][460/1413] lr: 2.200e-01, eta: 1 day, 17:27:58, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3190, top5_acc: 0.5620, loss_cls: 3.2988, loss: 3.2988, grad_norm: 1.4280 2020-10-08 05:11:22,341 - mmaction - INFO - Epoch [151][480/1413] lr: 2.200e-01, eta: 1 day, 17:27:37, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3122, top5_acc: 0.5521, loss_cls: 3.3306, loss: 3.3306, grad_norm: 1.4223 2020-10-08 05:11:41,867 - mmaction - INFO - Epoch [151][500/1413] lr: 2.200e-01, eta: 1 day, 17:27:17, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3111, top5_acc: 0.5452, loss_cls: 3.3372, loss: 3.3372, grad_norm: 1.4239 2020-10-08 05:12:01,574 - mmaction - INFO - Epoch [151][520/1413] lr: 2.200e-01, eta: 1 day, 17:26:57, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.3145, top5_acc: 0.5482, loss_cls: 3.3199, loss: 3.3199, grad_norm: 1.4109 2020-10-08 05:12:21,174 - mmaction - INFO - Epoch [151][540/1413] lr: 2.200e-01, eta: 1 day, 17:26:36, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3070, top5_acc: 0.5583, loss_cls: 3.2742, loss: 3.2742, grad_norm: 1.4191 2020-10-08 05:12:40,733 - mmaction - INFO - Epoch [151][560/1413] lr: 2.200e-01, eta: 1 day, 17:26:16, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3210, top5_acc: 0.5574, loss_cls: 3.2829, loss: 3.2829, grad_norm: 1.4102 2020-10-08 05:13:00,452 - mmaction - INFO - Epoch [151][580/1413] lr: 2.200e-01, eta: 1 day, 17:25:56, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3189, top5_acc: 0.5552, loss_cls: 3.2848, loss: 3.2848, grad_norm: 1.4298 2020-10-08 05:13:20,098 - mmaction - INFO - Epoch [151][600/1413] lr: 2.200e-01, eta: 1 day, 17:25:35, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3173, top5_acc: 0.5626, loss_cls: 3.2981, loss: 3.2981, grad_norm: 1.4305 2020-10-08 05:13:39,745 - mmaction - INFO - Epoch [151][620/1413] lr: 2.200e-01, eta: 1 day, 17:25:15, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3141, top5_acc: 0.5520, loss_cls: 3.3348, loss: 3.3348, grad_norm: 1.4060 2020-10-08 05:13:59,306 - mmaction - INFO - Epoch [151][640/1413] lr: 2.200e-01, eta: 1 day, 17:24:54, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3079, top5_acc: 0.5411, loss_cls: 3.3458, loss: 3.3458, grad_norm: 1.4368 2020-10-08 05:14:18,980 - mmaction - INFO - Epoch [151][660/1413] lr: 2.200e-01, eta: 1 day, 17:24:34, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3074, top5_acc: 0.5444, loss_cls: 3.3404, loss: 3.3404, grad_norm: 1.4240 2020-10-08 05:14:38,575 - mmaction - INFO - Epoch [151][680/1413] lr: 2.200e-01, eta: 1 day, 17:24:14, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3143, top5_acc: 0.5563, loss_cls: 3.3037, loss: 3.3037, grad_norm: 1.4148 2020-10-08 05:14:58,203 - mmaction - INFO - Epoch [151][700/1413] lr: 2.200e-01, eta: 1 day, 17:23:53, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3092, top5_acc: 0.5500, loss_cls: 3.3301, loss: 3.3301, grad_norm: 1.4230 2020-10-08 05:15:17,820 - mmaction - INFO - Epoch [151][720/1413] lr: 2.200e-01, eta: 1 day, 17:23:33, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3031, top5_acc: 0.5526, loss_cls: 3.3498, loss: 3.3498, grad_norm: 1.4280 2020-10-08 05:15:37,448 - mmaction - INFO - Epoch [151][740/1413] lr: 2.200e-01, eta: 1 day, 17:23:13, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3160, top5_acc: 0.5540, loss_cls: 3.3029, loss: 3.3029, grad_norm: 1.4265 2020-10-08 05:15:56,984 - mmaction - INFO - Epoch [151][760/1413] lr: 2.200e-01, eta: 1 day, 17:22:52, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3081, top5_acc: 0.5480, loss_cls: 3.3097, loss: 3.3097, grad_norm: 1.4221 2020-10-08 05:16:16,556 - mmaction - INFO - Epoch [151][780/1413] lr: 2.200e-01, eta: 1 day, 17:22:32, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3111, top5_acc: 0.5512, loss_cls: 3.2973, loss: 3.2973, grad_norm: 1.4610 2020-10-08 05:16:36,217 - mmaction - INFO - Epoch [151][800/1413] lr: 2.200e-01, eta: 1 day, 17:22:11, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3105, top5_acc: 0.5527, loss_cls: 3.3288, loss: 3.3288, grad_norm: 1.4149 2020-10-08 05:16:55,831 - mmaction - INFO - Epoch [151][820/1413] lr: 2.200e-01, eta: 1 day, 17:21:51, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3168, top5_acc: 0.5552, loss_cls: 3.3175, loss: 3.3175, grad_norm: 1.4283 2020-10-08 05:17:15,466 - mmaction - INFO - Epoch [151][840/1413] lr: 2.200e-01, eta: 1 day, 17:21:31, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3112, top5_acc: 0.5432, loss_cls: 3.3562, loss: 3.3562, grad_norm: 1.4329 2020-10-08 05:17:34,968 - mmaction - INFO - Epoch [151][860/1413] lr: 2.200e-01, eta: 1 day, 17:21:10, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3193, top5_acc: 0.5616, loss_cls: 3.2843, loss: 3.2843, grad_norm: 1.4070 2020-10-08 05:17:54,567 - mmaction - INFO - Epoch [151][880/1413] lr: 2.200e-01, eta: 1 day, 17:20:50, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3095, top5_acc: 0.5522, loss_cls: 3.3306, loss: 3.3306, grad_norm: 1.4157 2020-10-08 05:18:14,225 - mmaction - INFO - Epoch [151][900/1413] lr: 2.200e-01, eta: 1 day, 17:20:29, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3152, top5_acc: 0.5482, loss_cls: 3.3113, loss: 3.3113, grad_norm: 1.4358 2020-10-08 05:18:33,902 - mmaction - INFO - Epoch [151][920/1413] lr: 2.200e-01, eta: 1 day, 17:20:09, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3133, top5_acc: 0.5466, loss_cls: 3.3443, loss: 3.3443, grad_norm: 1.4341 2020-10-08 05:18:53,543 - mmaction - INFO - Epoch [151][940/1413] lr: 2.200e-01, eta: 1 day, 17:19:49, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3070, top5_acc: 0.5466, loss_cls: 3.3369, loss: 3.3369, grad_norm: 1.4149 2020-10-08 05:19:13,140 - mmaction - INFO - Epoch [151][960/1413] lr: 2.200e-01, eta: 1 day, 17:19:28, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3135, top5_acc: 0.5462, loss_cls: 3.3359, loss: 3.3359, grad_norm: 1.4239 2020-10-08 05:19:32,740 - mmaction - INFO - Epoch [151][980/1413] lr: 2.200e-01, eta: 1 day, 17:19:08, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3171, top5_acc: 0.5548, loss_cls: 3.3001, loss: 3.3001, grad_norm: 1.4340 2020-10-08 05:19:52,295 - mmaction - INFO - Epoch [151][1000/1413] lr: 2.200e-01, eta: 1 day, 17:18:47, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.3086, top5_acc: 0.5533, loss_cls: 3.3166, loss: 3.3166, grad_norm: 1.4111 2020-10-08 05:20:11,819 - mmaction - INFO - Epoch [151][1020/1413] lr: 2.200e-01, eta: 1 day, 17:18:27, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3099, top5_acc: 0.5509, loss_cls: 3.3269, loss: 3.3269, grad_norm: 1.4420 2020-10-08 05:20:31,422 - mmaction - INFO - Epoch [151][1040/1413] lr: 2.200e-01, eta: 1 day, 17:18:07, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3094, top5_acc: 0.5497, loss_cls: 3.3332, loss: 3.3332, grad_norm: 1.4263 2020-10-08 05:20:51,115 - mmaction - INFO - Epoch [151][1060/1413] lr: 2.200e-01, eta: 1 day, 17:17:46, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3185, top5_acc: 0.5602, loss_cls: 3.2998, loss: 3.2998, grad_norm: 1.4101 2020-10-08 05:21:10,697 - mmaction - INFO - Epoch [151][1080/1413] lr: 2.200e-01, eta: 1 day, 17:17:26, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3171, top5_acc: 0.5486, loss_cls: 3.3247, loss: 3.3247, grad_norm: 1.4355 2020-10-08 05:21:30,254 - mmaction - INFO - Epoch [151][1100/1413] lr: 2.200e-01, eta: 1 day, 17:17:05, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3141, top5_acc: 0.5574, loss_cls: 3.2923, loss: 3.2923, grad_norm: 1.4320 2020-10-08 05:21:49,898 - mmaction - INFO - Epoch [151][1120/1413] lr: 2.200e-01, eta: 1 day, 17:16:45, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3052, top5_acc: 0.5503, loss_cls: 3.3589, loss: 3.3589, grad_norm: 1.4157 2020-10-08 05:22:09,550 - mmaction - INFO - Epoch [151][1140/1413] lr: 2.200e-01, eta: 1 day, 17:16:25, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3217, top5_acc: 0.5538, loss_cls: 3.2788, loss: 3.2788, grad_norm: 1.4132 2020-10-08 05:22:29,196 - mmaction - INFO - Epoch [151][1160/1413] lr: 2.200e-01, eta: 1 day, 17:16:04, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3099, top5_acc: 0.5504, loss_cls: 3.3592, loss: 3.3592, grad_norm: 1.4197 2020-10-08 05:22:48,781 - mmaction - INFO - Epoch [151][1180/1413] lr: 2.200e-01, eta: 1 day, 17:15:44, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3061, top5_acc: 0.5449, loss_cls: 3.3593, loss: 3.3593, grad_norm: 1.4509 2020-10-08 05:23:08,407 - mmaction - INFO - Epoch [151][1200/1413] lr: 2.200e-01, eta: 1 day, 17:15:24, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3109, top5_acc: 0.5499, loss_cls: 3.3273, loss: 3.3273, grad_norm: 1.4109 2020-10-08 05:23:27,911 - mmaction - INFO - Epoch [151][1220/1413] lr: 2.200e-01, eta: 1 day, 17:15:03, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3098, top5_acc: 0.5467, loss_cls: 3.3301, loss: 3.3301, grad_norm: 1.4263 2020-10-08 05:23:47,482 - mmaction - INFO - Epoch [151][1240/1413] lr: 2.200e-01, eta: 1 day, 17:14:43, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3090, top5_acc: 0.5556, loss_cls: 3.2923, loss: 3.2923, grad_norm: 1.4311 2020-10-08 05:24:07,100 - mmaction - INFO - Epoch [151][1260/1413] lr: 2.200e-01, eta: 1 day, 17:14:22, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3135, top5_acc: 0.5572, loss_cls: 3.2937, loss: 3.2937, grad_norm: 1.4103 2020-10-08 05:24:26,752 - mmaction - INFO - Epoch [151][1280/1413] lr: 2.200e-01, eta: 1 day, 17:14:02, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3103, top5_acc: 0.5555, loss_cls: 3.3063, loss: 3.3063, grad_norm: 1.4202 2020-10-08 05:24:46,354 - mmaction - INFO - Epoch [151][1300/1413] lr: 2.200e-01, eta: 1 day, 17:13:42, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3139, top5_acc: 0.5491, loss_cls: 3.3338, loss: 3.3338, grad_norm: 1.4156 2020-10-08 05:25:05,955 - mmaction - INFO - Epoch [151][1320/1413] lr: 2.200e-01, eta: 1 day, 17:13:21, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3094, top5_acc: 0.5484, loss_cls: 3.3364, loss: 3.3364, grad_norm: 1.4290 2020-10-08 05:25:25,454 - mmaction - INFO - Epoch [151][1340/1413] lr: 2.200e-01, eta: 1 day, 17:13:01, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3081, top5_acc: 0.5564, loss_cls: 3.3371, loss: 3.3371, grad_norm: 1.4219 2020-10-08 05:25:45,015 - mmaction - INFO - Epoch [151][1360/1413] lr: 2.200e-01, eta: 1 day, 17:12:40, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3174, top5_acc: 0.5544, loss_cls: 3.2806, loss: 3.2806, grad_norm: 1.4255 2020-10-08 05:26:04,550 - mmaction - INFO - Epoch [151][1380/1413] lr: 2.200e-01, eta: 1 day, 17:12:20, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.3165, top5_acc: 0.5551, loss_cls: 3.2903, loss: 3.2903, grad_norm: 1.4252 2020-10-08 05:26:24,161 - mmaction - INFO - Epoch [151][1400/1413] lr: 2.200e-01, eta: 1 day, 17:11:59, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3117, top5_acc: 0.5569, loss_cls: 3.2891, loss: 3.2891, grad_norm: 1.4212 2020-10-08 05:27:27,929 - mmaction - INFO - Epoch [152][20/1413] lr: 2.164e-01, eta: 1 day, 17:11:44, time: 2.518, data_time: 1.482, memory: 8482, top1_acc: 0.3154, top5_acc: 0.5613, loss_cls: 3.2831, loss: 3.2831, grad_norm: 1.4305 2020-10-08 05:27:47,442 - mmaction - INFO - Epoch [152][40/1413] lr: 2.164e-01, eta: 1 day, 17:11:24, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.3122, top5_acc: 0.5522, loss_cls: 3.3125, loss: 3.3125, grad_norm: 1.4469 2020-10-08 05:28:07,085 - mmaction - INFO - Epoch [152][60/1413] lr: 2.164e-01, eta: 1 day, 17:11:03, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3133, top5_acc: 0.5611, loss_cls: 3.2771, loss: 3.2771, grad_norm: 1.4088 2020-10-08 05:28:26,690 - mmaction - INFO - Epoch [152][80/1413] lr: 2.164e-01, eta: 1 day, 17:10:43, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3171, top5_acc: 0.5576, loss_cls: 3.3003, loss: 3.3003, grad_norm: 1.4403 2020-10-08 05:28:46,298 - mmaction - INFO - Epoch [152][100/1413] lr: 2.164e-01, eta: 1 day, 17:10:23, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3223, top5_acc: 0.5586, loss_cls: 3.2688, loss: 3.2688, grad_norm: 1.4151 2020-10-08 05:29:05,774 - mmaction - INFO - Epoch [152][120/1413] lr: 2.164e-01, eta: 1 day, 17:10:02, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3128, top5_acc: 0.5534, loss_cls: 3.3284, loss: 3.3284, grad_norm: 1.4176 2020-10-08 05:29:25,364 - mmaction - INFO - Epoch [152][140/1413] lr: 2.164e-01, eta: 1 day, 17:09:42, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3141, top5_acc: 0.5592, loss_cls: 3.2515, loss: 3.2515, grad_norm: 1.4446 2020-10-08 05:29:44,936 - mmaction - INFO - Epoch [152][160/1413] lr: 2.164e-01, eta: 1 day, 17:09:21, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3280, top5_acc: 0.5643, loss_cls: 3.2524, loss: 3.2524, grad_norm: 1.4131 2020-10-08 05:30:04,564 - mmaction - INFO - Epoch [152][180/1413] lr: 2.164e-01, eta: 1 day, 17:09:01, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3206, top5_acc: 0.5560, loss_cls: 3.2891, loss: 3.2891, grad_norm: 1.4172 2020-10-08 05:30:23,242 - mmaction - INFO - Epoch [152][200/1413] lr: 2.164e-01, eta: 1 day, 17:08:39, time: 0.933, data_time: 0.002, memory: 8482, top1_acc: 0.3182, top5_acc: 0.5587, loss_cls: 3.2876, loss: 3.2876, grad_norm: 1.4482 2020-10-08 05:30:42,764 - mmaction - INFO - Epoch [152][220/1413] lr: 2.164e-01, eta: 1 day, 17:08:19, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3203, top5_acc: 0.5577, loss_cls: 3.2899, loss: 3.2899, grad_norm: 1.4383 2020-10-08 05:31:02,345 - mmaction - INFO - Epoch [152][240/1413] lr: 2.164e-01, eta: 1 day, 17:07:59, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3155, top5_acc: 0.5620, loss_cls: 3.2902, loss: 3.2902, grad_norm: 1.4307 2020-10-08 05:31:22,022 - mmaction - INFO - Epoch [152][260/1413] lr: 2.164e-01, eta: 1 day, 17:07:38, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3117, top5_acc: 0.5552, loss_cls: 3.3151, loss: 3.3151, grad_norm: 1.4444 2020-10-08 05:31:41,724 - mmaction - INFO - Epoch [152][280/1413] lr: 2.164e-01, eta: 1 day, 17:07:18, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3146, top5_acc: 0.5464, loss_cls: 3.3148, loss: 3.3148, grad_norm: 1.4413 2020-10-08 05:32:01,327 - mmaction - INFO - Epoch [152][300/1413] lr: 2.164e-01, eta: 1 day, 17:06:58, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3094, top5_acc: 0.5491, loss_cls: 3.3059, loss: 3.3059, grad_norm: 1.4176 2020-10-08 05:32:20,885 - mmaction - INFO - Epoch [152][320/1413] lr: 2.164e-01, eta: 1 day, 17:06:37, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3086, top5_acc: 0.5527, loss_cls: 3.3293, loss: 3.3293, grad_norm: 1.4545 2020-10-08 05:32:40,528 - mmaction - INFO - Epoch [152][340/1413] lr: 2.164e-01, eta: 1 day, 17:06:17, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3085, top5_acc: 0.5510, loss_cls: 3.3013, loss: 3.3013, grad_norm: 1.4344 2020-10-08 05:33:00,125 - mmaction - INFO - Epoch [152][360/1413] lr: 2.164e-01, eta: 1 day, 17:05:56, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3232, top5_acc: 0.5561, loss_cls: 3.2986, loss: 3.2986, grad_norm: 1.3943 2020-10-08 05:33:19,714 - mmaction - INFO - Epoch [152][380/1413] lr: 2.164e-01, eta: 1 day, 17:05:36, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.3165, top5_acc: 0.5503, loss_cls: 3.3277, loss: 3.3277, grad_norm: 1.4284 2020-10-08 05:33:39,373 - mmaction - INFO - Epoch [152][400/1413] lr: 2.164e-01, eta: 1 day, 17:05:16, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3092, top5_acc: 0.5520, loss_cls: 3.3291, loss: 3.3291, grad_norm: 1.4100 2020-10-08 05:33:58,964 - mmaction - INFO - Epoch [152][420/1413] lr: 2.164e-01, eta: 1 day, 17:04:55, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3180, top5_acc: 0.5622, loss_cls: 3.2868, loss: 3.2868, grad_norm: 1.4359 2020-10-08 05:34:18,660 - mmaction - INFO - Epoch [152][440/1413] lr: 2.164e-01, eta: 1 day, 17:04:35, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3260, top5_acc: 0.5663, loss_cls: 3.2504, loss: 3.2504, grad_norm: 1.4194 2020-10-08 05:34:38,321 - mmaction - INFO - Epoch [152][460/1413] lr: 2.164e-01, eta: 1 day, 17:04:15, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3189, top5_acc: 0.5477, loss_cls: 3.3139, loss: 3.3139, grad_norm: 1.4421 2020-10-08 05:34:57,998 - mmaction - INFO - Epoch [152][480/1413] lr: 2.164e-01, eta: 1 day, 17:03:54, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3160, top5_acc: 0.5566, loss_cls: 3.2987, loss: 3.2987, grad_norm: 1.4256 2020-10-08 05:35:17,543 - mmaction - INFO - Epoch [152][500/1413] lr: 2.164e-01, eta: 1 day, 17:03:34, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.3202, top5_acc: 0.5551, loss_cls: 3.2853, loss: 3.2853, grad_norm: 1.4208 2020-10-08 05:35:37,181 - mmaction - INFO - Epoch [152][520/1413] lr: 2.164e-01, eta: 1 day, 17:03:14, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3126, top5_acc: 0.5549, loss_cls: 3.3298, loss: 3.3298, grad_norm: 1.4279 2020-10-08 05:35:56,814 - mmaction - INFO - Epoch [152][540/1413] lr: 2.164e-01, eta: 1 day, 17:02:53, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3128, top5_acc: 0.5474, loss_cls: 3.3322, loss: 3.3322, grad_norm: 1.4267 2020-10-08 05:36:16,393 - mmaction - INFO - Epoch [152][560/1413] lr: 2.164e-01, eta: 1 day, 17:02:33, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3096, top5_acc: 0.5499, loss_cls: 3.3370, loss: 3.3370, grad_norm: 1.4329 2020-10-08 05:36:35,998 - mmaction - INFO - Epoch [152][580/1413] lr: 2.164e-01, eta: 1 day, 17:02:12, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3258, top5_acc: 0.5615, loss_cls: 3.2822, loss: 3.2822, grad_norm: 1.4311 2020-10-08 05:36:55,554 - mmaction - INFO - Epoch [152][600/1413] lr: 2.164e-01, eta: 1 day, 17:01:52, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3217, top5_acc: 0.5522, loss_cls: 3.3048, loss: 3.3048, grad_norm: 1.4363 2020-10-08 05:37:15,215 - mmaction - INFO - Epoch [152][620/1413] lr: 2.164e-01, eta: 1 day, 17:01:32, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3120, top5_acc: 0.5552, loss_cls: 3.3235, loss: 3.3235, grad_norm: 1.4297 2020-10-08 05:37:34,823 - mmaction - INFO - Epoch [152][640/1413] lr: 2.164e-01, eta: 1 day, 17:01:11, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3118, top5_acc: 0.5540, loss_cls: 3.3208, loss: 3.3208, grad_norm: 1.4332 2020-10-08 05:37:54,558 - mmaction - INFO - Epoch [152][660/1413] lr: 2.164e-01, eta: 1 day, 17:00:51, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.3134, top5_acc: 0.5622, loss_cls: 3.2616, loss: 3.2616, grad_norm: 1.4268 2020-10-08 05:38:14,209 - mmaction - INFO - Epoch [152][680/1413] lr: 2.164e-01, eta: 1 day, 17:00:31, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3126, top5_acc: 0.5469, loss_cls: 3.3284, loss: 3.3284, grad_norm: 1.4227 2020-10-08 05:38:33,893 - mmaction - INFO - Epoch [152][700/1413] lr: 2.164e-01, eta: 1 day, 17:00:10, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.3154, top5_acc: 0.5612, loss_cls: 3.2822, loss: 3.2822, grad_norm: 1.4650 2020-10-08 05:38:53,500 - mmaction - INFO - Epoch [152][720/1413] lr: 2.164e-01, eta: 1 day, 16:59:50, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3113, top5_acc: 0.5521, loss_cls: 3.3309, loss: 3.3309, grad_norm: 1.4569 2020-10-08 05:39:13,167 - mmaction - INFO - Epoch [152][740/1413] lr: 2.164e-01, eta: 1 day, 16:59:30, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3177, top5_acc: 0.5655, loss_cls: 3.2559, loss: 3.2559, grad_norm: 1.4338 2020-10-08 05:39:32,844 - mmaction - INFO - Epoch [152][760/1413] lr: 2.164e-01, eta: 1 day, 16:59:09, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.3053, top5_acc: 0.5504, loss_cls: 3.3315, loss: 3.3315, grad_norm: 1.4360 2020-10-08 05:39:52,429 - mmaction - INFO - Epoch [152][780/1413] lr: 2.164e-01, eta: 1 day, 16:58:49, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3073, top5_acc: 0.5430, loss_cls: 3.3650, loss: 3.3650, grad_norm: 1.4068 2020-10-08 05:40:12,015 - mmaction - INFO - Epoch [152][800/1413] lr: 2.164e-01, eta: 1 day, 16:58:28, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3160, top5_acc: 0.5508, loss_cls: 3.3174, loss: 3.3174, grad_norm: 1.4290 2020-10-08 05:40:31,612 - mmaction - INFO - Epoch [152][820/1413] lr: 2.164e-01, eta: 1 day, 16:58:08, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3135, top5_acc: 0.5533, loss_cls: 3.3081, loss: 3.3081, grad_norm: 1.4213 2020-10-08 05:40:51,172 - mmaction - INFO - Epoch [152][840/1413] lr: 2.164e-01, eta: 1 day, 16:57:48, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3092, top5_acc: 0.5503, loss_cls: 3.3391, loss: 3.3391, grad_norm: 1.4131 2020-10-08 05:41:10,755 - mmaction - INFO - Epoch [152][860/1413] lr: 2.164e-01, eta: 1 day, 16:57:27, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3074, top5_acc: 0.5477, loss_cls: 3.3150, loss: 3.3150, grad_norm: 1.4326 2020-10-08 05:41:30,490 - mmaction - INFO - Epoch [152][880/1413] lr: 2.164e-01, eta: 1 day, 16:57:07, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3159, top5_acc: 0.5566, loss_cls: 3.3200, loss: 3.3200, grad_norm: 1.4444 2020-10-08 05:41:50,079 - mmaction - INFO - Epoch [152][900/1413] lr: 2.164e-01, eta: 1 day, 16:56:47, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3118, top5_acc: 0.5484, loss_cls: 3.3373, loss: 3.3373, grad_norm: 1.4575 2020-10-08 05:42:09,542 - mmaction - INFO - Epoch [152][920/1413] lr: 2.164e-01, eta: 1 day, 16:56:26, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3219, top5_acc: 0.5564, loss_cls: 3.2992, loss: 3.2992, grad_norm: 1.4321 2020-10-08 05:42:29,067 - mmaction - INFO - Epoch [152][940/1413] lr: 2.164e-01, eta: 1 day, 16:56:06, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.3078, top5_acc: 0.5451, loss_cls: 3.3330, loss: 3.3330, grad_norm: 1.4444 2020-10-08 05:42:48,641 - mmaction - INFO - Epoch [152][960/1413] lr: 2.164e-01, eta: 1 day, 16:55:45, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3168, top5_acc: 0.5508, loss_cls: 3.3207, loss: 3.3207, grad_norm: 1.4401 2020-10-08 05:43:08,276 - mmaction - INFO - Epoch [152][980/1413] lr: 2.164e-01, eta: 1 day, 16:55:25, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3151, top5_acc: 0.5544, loss_cls: 3.3038, loss: 3.3038, grad_norm: 1.4265 2020-10-08 05:43:27,981 - mmaction - INFO - Epoch [152][1000/1413] lr: 2.164e-01, eta: 1 day, 16:55:05, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.3243, top5_acc: 0.5661, loss_cls: 3.2835, loss: 3.2835, grad_norm: 1.4283 2020-10-08 05:43:47,528 - mmaction - INFO - Epoch [152][1020/1413] lr: 2.164e-01, eta: 1 day, 16:54:44, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3121, top5_acc: 0.5553, loss_cls: 3.2888, loss: 3.2888, grad_norm: 1.4528 2020-10-08 05:44:07,220 - mmaction - INFO - Epoch [152][1040/1413] lr: 2.164e-01, eta: 1 day, 16:54:24, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3112, top5_acc: 0.5439, loss_cls: 3.3218, loss: 3.3218, grad_norm: 1.4094 2020-10-08 05:44:26,784 - mmaction - INFO - Epoch [152][1060/1413] lr: 2.164e-01, eta: 1 day, 16:54:03, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3105, top5_acc: 0.5517, loss_cls: 3.3209, loss: 3.3209, grad_norm: 1.4165 2020-10-08 05:44:46,341 - mmaction - INFO - Epoch [152][1080/1413] lr: 2.164e-01, eta: 1 day, 16:53:43, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3095, top5_acc: 0.5484, loss_cls: 3.3410, loss: 3.3410, grad_norm: 1.4477 2020-10-08 05:45:06,059 - mmaction - INFO - Epoch [152][1100/1413] lr: 2.164e-01, eta: 1 day, 16:53:23, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3065, top5_acc: 0.5441, loss_cls: 3.3654, loss: 3.3654, grad_norm: 1.4440 2020-10-08 05:45:25,577 - mmaction - INFO - Epoch [152][1120/1413] lr: 2.164e-01, eta: 1 day, 16:53:02, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3210, top5_acc: 0.5514, loss_cls: 3.3020, loss: 3.3020, grad_norm: 1.4052 2020-10-08 05:45:45,230 - mmaction - INFO - Epoch [152][1140/1413] lr: 2.164e-01, eta: 1 day, 16:52:42, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3091, top5_acc: 0.5611, loss_cls: 3.3034, loss: 3.3034, grad_norm: 1.4387 2020-10-08 05:46:04,849 - mmaction - INFO - Epoch [152][1160/1413] lr: 2.164e-01, eta: 1 day, 16:52:22, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3195, top5_acc: 0.5648, loss_cls: 3.2885, loss: 3.2885, grad_norm: 1.4307 2020-10-08 05:46:24,524 - mmaction - INFO - Epoch [152][1180/1413] lr: 2.164e-01, eta: 1 day, 16:52:01, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3171, top5_acc: 0.5596, loss_cls: 3.2904, loss: 3.2904, grad_norm: 1.4399 2020-10-08 05:46:44,107 - mmaction - INFO - Epoch [152][1200/1413] lr: 2.164e-01, eta: 1 day, 16:51:41, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3194, top5_acc: 0.5560, loss_cls: 3.2934, loss: 3.2934, grad_norm: 1.4208 2020-10-08 05:47:03,689 - mmaction - INFO - Epoch [152][1220/1413] lr: 2.164e-01, eta: 1 day, 16:51:20, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3124, top5_acc: 0.5625, loss_cls: 3.2938, loss: 3.2938, grad_norm: 1.4358 2020-10-08 05:47:23,273 - mmaction - INFO - Epoch [152][1240/1413] lr: 2.164e-01, eta: 1 day, 16:51:00, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3083, top5_acc: 0.5552, loss_cls: 3.3307, loss: 3.3307, grad_norm: 1.4639 2020-10-08 05:47:42,871 - mmaction - INFO - Epoch [152][1260/1413] lr: 2.164e-01, eta: 1 day, 16:50:40, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3115, top5_acc: 0.5557, loss_cls: 3.3035, loss: 3.3035, grad_norm: 1.4396 2020-10-08 05:48:02,442 - mmaction - INFO - Epoch [152][1280/1413] lr: 2.164e-01, eta: 1 day, 16:50:19, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3212, top5_acc: 0.5598, loss_cls: 3.2793, loss: 3.2793, grad_norm: 1.4391 2020-10-08 05:48:21,964 - mmaction - INFO - Epoch [152][1300/1413] lr: 2.164e-01, eta: 1 day, 16:49:59, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3195, top5_acc: 0.5595, loss_cls: 3.2910, loss: 3.2910, grad_norm: 1.4536 2020-10-08 05:48:41,554 - mmaction - INFO - Epoch [152][1320/1413] lr: 2.164e-01, eta: 1 day, 16:49:38, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3145, top5_acc: 0.5583, loss_cls: 3.3176, loss: 3.3176, grad_norm: 1.4416 2020-10-08 05:49:01,143 - mmaction - INFO - Epoch [152][1340/1413] lr: 2.164e-01, eta: 1 day, 16:49:18, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3042, top5_acc: 0.5396, loss_cls: 3.3761, loss: 3.3761, grad_norm: 1.4331 2020-10-08 05:49:20,671 - mmaction - INFO - Epoch [152][1360/1413] lr: 2.164e-01, eta: 1 day, 16:48:58, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.3163, top5_acc: 0.5486, loss_cls: 3.3227, loss: 3.3227, grad_norm: 1.3962 2020-10-08 05:49:40,190 - mmaction - INFO - Epoch [152][1380/1413] lr: 2.164e-01, eta: 1 day, 16:48:37, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.3155, top5_acc: 0.5544, loss_cls: 3.3100, loss: 3.3100, grad_norm: 1.4493 2020-10-08 05:49:59,841 - mmaction - INFO - Epoch [152][1400/1413] lr: 2.164e-01, eta: 1 day, 16:48:17, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.2993, top5_acc: 0.5556, loss_cls: 3.3220, loss: 3.3220, grad_norm: 1.4477 2020-10-08 05:50:13,019 - mmaction - INFO - Saving checkpoint at 152 epochs 2020-10-08 05:51:37,478 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-08 05:51:40,023 - mmaction - INFO - top1_acc 0.3250 top5_acc 0.5758 2020-10-08 05:51:40,024 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-08 05:51:40,162 - mmaction - INFO - mean_acc 0.3249 2020-10-08 05:51:40,162 - mmaction - INFO - Now best checkpoint is epoch_152.pth 2020-10-08 05:51:40,182 - mmaction - INFO - Epoch(val) [152][1413] top1_acc: 0.3250, top5_acc: 0.5758, mean_class_accuracy: 0.3249 2020-10-08 05:52:26,322 - mmaction - INFO - Epoch [153][20/1413] lr: 2.129e-01, eta: 1 day, 16:47:57, time: 2.305, data_time: 1.136, memory: 8482, top1_acc: 0.3268, top5_acc: 0.5626, loss_cls: 3.2611, loss: 3.2611, grad_norm: 1.4212 2020-10-08 05:52:45,728 - mmaction - INFO - Epoch [153][40/1413] lr: 2.129e-01, eta: 1 day, 16:47:36, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3214, top5_acc: 0.5685, loss_cls: 3.2404, loss: 3.2404, grad_norm: 1.4383 2020-10-08 05:53:05,198 - mmaction - INFO - Epoch [153][60/1413] lr: 2.129e-01, eta: 1 day, 16:47:16, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.3237, top5_acc: 0.5579, loss_cls: 3.2805, loss: 3.2805, grad_norm: 1.4264 2020-10-08 05:53:24,739 - mmaction - INFO - Epoch [153][80/1413] lr: 2.129e-01, eta: 1 day, 16:46:55, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3230, top5_acc: 0.5630, loss_cls: 3.2558, loss: 3.2558, grad_norm: 1.4165 2020-10-08 05:53:44,299 - mmaction - INFO - Epoch [153][100/1413] lr: 2.129e-01, eta: 1 day, 16:46:35, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3243, top5_acc: 0.5669, loss_cls: 3.2791, loss: 3.2791, grad_norm: 1.4654 2020-10-08 05:54:03,934 - mmaction - INFO - Epoch [153][120/1413] lr: 2.129e-01, eta: 1 day, 16:46:15, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3201, top5_acc: 0.5579, loss_cls: 3.2756, loss: 3.2756, grad_norm: 1.4511 2020-10-08 05:54:23,530 - mmaction - INFO - Epoch [153][140/1413] lr: 2.129e-01, eta: 1 day, 16:45:54, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3173, top5_acc: 0.5625, loss_cls: 3.2804, loss: 3.2804, grad_norm: 1.4354 2020-10-08 05:54:43,012 - mmaction - INFO - Epoch [153][160/1413] lr: 2.129e-01, eta: 1 day, 16:45:34, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3194, top5_acc: 0.5658, loss_cls: 3.2559, loss: 3.2559, grad_norm: 1.4518 2020-10-08 05:55:02,765 - mmaction - INFO - Epoch [153][180/1413] lr: 2.129e-01, eta: 1 day, 16:45:13, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.3108, top5_acc: 0.5592, loss_cls: 3.2768, loss: 3.2768, grad_norm: 1.4469 2020-10-08 05:55:22,288 - mmaction - INFO - Epoch [153][200/1413] lr: 2.129e-01, eta: 1 day, 16:44:53, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3171, top5_acc: 0.5577, loss_cls: 3.2922, loss: 3.2922, grad_norm: 1.4443 2020-10-08 05:55:41,777 - mmaction - INFO - Epoch [153][220/1413] lr: 2.129e-01, eta: 1 day, 16:44:33, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3116, top5_acc: 0.5559, loss_cls: 3.3078, loss: 3.3078, grad_norm: 1.4600 2020-10-08 05:56:01,339 - mmaction - INFO - Epoch [153][240/1413] lr: 2.129e-01, eta: 1 day, 16:44:12, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3142, top5_acc: 0.5448, loss_cls: 3.3104, loss: 3.3104, grad_norm: 1.4125 2020-10-08 05:56:20,945 - mmaction - INFO - Epoch [153][260/1413] lr: 2.129e-01, eta: 1 day, 16:43:52, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3194, top5_acc: 0.5609, loss_cls: 3.2755, loss: 3.2755, grad_norm: 1.4218 2020-10-08 05:56:40,561 - mmaction - INFO - Epoch [153][280/1413] lr: 2.129e-01, eta: 1 day, 16:43:31, time: 0.981, data_time: 0.004, memory: 8482, top1_acc: 0.3150, top5_acc: 0.5586, loss_cls: 3.3095, loss: 3.3095, grad_norm: 1.4419 2020-10-08 05:57:00,089 - mmaction - INFO - Epoch [153][300/1413] lr: 2.129e-01, eta: 1 day, 16:43:11, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.3142, top5_acc: 0.5572, loss_cls: 3.2982, loss: 3.2982, grad_norm: 1.4725 2020-10-08 05:57:19,765 - mmaction - INFO - Epoch [153][320/1413] lr: 2.129e-01, eta: 1 day, 16:42:51, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3105, top5_acc: 0.5492, loss_cls: 3.3281, loss: 3.3281, grad_norm: 1.4351 2020-10-08 05:57:39,375 - mmaction - INFO - Epoch [153][340/1413] lr: 2.129e-01, eta: 1 day, 16:42:30, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3214, top5_acc: 0.5543, loss_cls: 3.2848, loss: 3.2848, grad_norm: 1.4479 2020-10-08 05:57:58,959 - mmaction - INFO - Epoch [153][360/1413] lr: 2.129e-01, eta: 1 day, 16:42:10, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3281, top5_acc: 0.5591, loss_cls: 3.2750, loss: 3.2750, grad_norm: 1.4334 2020-10-08 05:58:18,521 - mmaction - INFO - Epoch [153][380/1413] lr: 2.129e-01, eta: 1 day, 16:41:49, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3143, top5_acc: 0.5510, loss_cls: 3.3113, loss: 3.3113, grad_norm: 1.4477 2020-10-08 05:58:38,128 - mmaction - INFO - Epoch [153][400/1413] lr: 2.129e-01, eta: 1 day, 16:41:29, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3158, top5_acc: 0.5475, loss_cls: 3.3164, loss: 3.3164, grad_norm: 1.4281 2020-10-08 05:58:57,747 - mmaction - INFO - Epoch [153][420/1413] lr: 2.129e-01, eta: 1 day, 16:41:09, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3167, top5_acc: 0.5622, loss_cls: 3.2848, loss: 3.2848, grad_norm: 1.4300 2020-10-08 05:59:17,372 - mmaction - INFO - Epoch [153][440/1413] lr: 2.129e-01, eta: 1 day, 16:40:48, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.3247, loss: 3.3247, grad_norm: 1.4410 2020-10-08 05:59:36,986 - mmaction - INFO - Epoch [153][460/1413] lr: 2.129e-01, eta: 1 day, 16:40:28, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3104, top5_acc: 0.5527, loss_cls: 3.3198, loss: 3.3198, grad_norm: 1.4416 2020-10-08 05:59:56,627 - mmaction - INFO - Epoch [153][480/1413] lr: 2.129e-01, eta: 1 day, 16:40:08, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3133, top5_acc: 0.5536, loss_cls: 3.3082, loss: 3.3082, grad_norm: 1.4211 2020-10-08 06:00:16,701 - mmaction - INFO - Epoch [153][500/1413] lr: 2.129e-01, eta: 1 day, 16:39:48, time: 1.004, data_time: 0.002, memory: 8482, top1_acc: 0.3177, top5_acc: 0.5538, loss_cls: 3.3036, loss: 3.3036, grad_norm: 1.4473 2020-10-08 06:00:36,385 - mmaction - INFO - Epoch [153][520/1413] lr: 2.129e-01, eta: 1 day, 16:39:27, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3177, top5_acc: 0.5630, loss_cls: 3.2717, loss: 3.2717, grad_norm: 1.4592 2020-10-08 06:00:56,002 - mmaction - INFO - Epoch [153][540/1413] lr: 2.129e-01, eta: 1 day, 16:39:07, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3158, top5_acc: 0.5611, loss_cls: 3.2964, loss: 3.2964, grad_norm: 1.4271 2020-10-08 06:01:15,575 - mmaction - INFO - Epoch [153][560/1413] lr: 2.129e-01, eta: 1 day, 16:38:47, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3197, top5_acc: 0.5582, loss_cls: 3.2958, loss: 3.2958, grad_norm: 1.4448 2020-10-08 06:01:35,092 - mmaction - INFO - Epoch [153][580/1413] lr: 2.129e-01, eta: 1 day, 16:38:26, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3224, top5_acc: 0.5660, loss_cls: 3.2587, loss: 3.2587, grad_norm: 1.4391 2020-10-08 06:01:54,652 - mmaction - INFO - Epoch [153][600/1413] lr: 2.129e-01, eta: 1 day, 16:38:06, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3199, top5_acc: 0.5547, loss_cls: 3.2715, loss: 3.2715, grad_norm: 1.4384 2020-10-08 06:02:14,253 - mmaction - INFO - Epoch [153][620/1413] lr: 2.129e-01, eta: 1 day, 16:37:45, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3128, top5_acc: 0.5516, loss_cls: 3.3151, loss: 3.3151, grad_norm: 1.4613 2020-10-08 06:02:34,026 - mmaction - INFO - Epoch [153][640/1413] lr: 2.129e-01, eta: 1 day, 16:37:25, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.3121, top5_acc: 0.5499, loss_cls: 3.3519, loss: 3.3519, grad_norm: 1.4377 2020-10-08 06:02:53,622 - mmaction - INFO - Epoch [153][660/1413] lr: 2.129e-01, eta: 1 day, 16:37:05, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3115, top5_acc: 0.5492, loss_cls: 3.3134, loss: 3.3134, grad_norm: 1.4427 2020-10-08 06:03:13,215 - mmaction - INFO - Epoch [153][680/1413] lr: 2.129e-01, eta: 1 day, 16:36:44, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3087, top5_acc: 0.5531, loss_cls: 3.3255, loss: 3.3255, grad_norm: 1.4377 2020-10-08 06:03:32,806 - mmaction - INFO - Epoch [153][700/1413] lr: 2.129e-01, eta: 1 day, 16:36:24, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3207, top5_acc: 0.5652, loss_cls: 3.2546, loss: 3.2546, grad_norm: 1.4410 2020-10-08 06:03:52,372 - mmaction - INFO - Epoch [153][720/1413] lr: 2.129e-01, eta: 1 day, 16:36:04, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3146, top5_acc: 0.5650, loss_cls: 3.2901, loss: 3.2901, grad_norm: 1.4455 2020-10-08 06:04:12,060 - mmaction - INFO - Epoch [153][740/1413] lr: 2.129e-01, eta: 1 day, 16:35:43, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.3187, top5_acc: 0.5548, loss_cls: 3.3166, loss: 3.3166, grad_norm: 1.4705 2020-10-08 06:04:31,585 - mmaction - INFO - Epoch [153][760/1413] lr: 2.129e-01, eta: 1 day, 16:35:23, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3163, top5_acc: 0.5553, loss_cls: 3.3141, loss: 3.3141, grad_norm: 1.4659 2020-10-08 06:04:51,244 - mmaction - INFO - Epoch [153][780/1413] lr: 2.129e-01, eta: 1 day, 16:35:03, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3174, top5_acc: 0.5540, loss_cls: 3.3106, loss: 3.3106, grad_norm: 1.4433 2020-10-08 06:05:10,789 - mmaction - INFO - Epoch [153][800/1413] lr: 2.129e-01, eta: 1 day, 16:34:42, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3250, top5_acc: 0.5626, loss_cls: 3.2799, loss: 3.2799, grad_norm: 1.4216 2020-10-08 06:05:30,328 - mmaction - INFO - Epoch [153][820/1413] lr: 2.129e-01, eta: 1 day, 16:34:22, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.3103, top5_acc: 0.5495, loss_cls: 3.3122, loss: 3.3122, grad_norm: 1.4504 2020-10-08 06:05:49,908 - mmaction - INFO - Epoch [153][840/1413] lr: 2.129e-01, eta: 1 day, 16:34:01, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3128, top5_acc: 0.5504, loss_cls: 3.3059, loss: 3.3059, grad_norm: 1.4405 2020-10-08 06:06:09,498 - mmaction - INFO - Epoch [153][860/1413] lr: 2.129e-01, eta: 1 day, 16:33:41, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3195, top5_acc: 0.5609, loss_cls: 3.2660, loss: 3.2660, grad_norm: 1.4297 2020-10-08 06:06:29,130 - mmaction - INFO - Epoch [153][880/1413] lr: 2.129e-01, eta: 1 day, 16:33:21, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3208, top5_acc: 0.5607, loss_cls: 3.2467, loss: 3.2467, grad_norm: 1.4597 2020-10-08 06:06:48,776 - mmaction - INFO - Epoch [153][900/1413] lr: 2.129e-01, eta: 1 day, 16:33:00, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3216, top5_acc: 0.5603, loss_cls: 3.2569, loss: 3.2569, grad_norm: 1.4511 2020-10-08 06:07:08,451 - mmaction - INFO - Epoch [153][920/1413] lr: 2.129e-01, eta: 1 day, 16:32:40, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3086, top5_acc: 0.5452, loss_cls: 3.3479, loss: 3.3479, grad_norm: 1.4577 2020-10-08 06:07:28,028 - mmaction - INFO - Epoch [153][940/1413] lr: 2.129e-01, eta: 1 day, 16:32:20, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3161, top5_acc: 0.5637, loss_cls: 3.2690, loss: 3.2690, grad_norm: 1.4420 2020-10-08 06:07:47,633 - mmaction - INFO - Epoch [153][960/1413] lr: 2.129e-01, eta: 1 day, 16:31:59, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3151, top5_acc: 0.5484, loss_cls: 3.3050, loss: 3.3050, grad_norm: 1.4495 2020-10-08 06:08:07,211 - mmaction - INFO - Epoch [153][980/1413] lr: 2.129e-01, eta: 1 day, 16:31:39, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3178, top5_acc: 0.5549, loss_cls: 3.3069, loss: 3.3069, grad_norm: 1.4477 2020-10-08 06:08:26,820 - mmaction - INFO - Epoch [153][1000/1413] lr: 2.129e-01, eta: 1 day, 16:31:18, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3107, top5_acc: 0.5628, loss_cls: 3.2996, loss: 3.2996, grad_norm: 1.4420 2020-10-08 06:08:46,477 - mmaction - INFO - Epoch [153][1020/1413] lr: 2.129e-01, eta: 1 day, 16:30:58, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3138, top5_acc: 0.5470, loss_cls: 3.3351, loss: 3.3351, grad_norm: 1.4439 2020-10-08 06:09:06,090 - mmaction - INFO - Epoch [153][1040/1413] lr: 2.129e-01, eta: 1 day, 16:30:38, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3121, top5_acc: 0.5536, loss_cls: 3.2909, loss: 3.2909, grad_norm: 1.4455 2020-10-08 06:09:25,697 - mmaction - INFO - Epoch [153][1060/1413] lr: 2.129e-01, eta: 1 day, 16:30:17, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3096, top5_acc: 0.5526, loss_cls: 3.3064, loss: 3.3064, grad_norm: 1.4422 2020-10-08 06:09:45,295 - mmaction - INFO - Epoch [153][1080/1413] lr: 2.129e-01, eta: 1 day, 16:29:57, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3061, top5_acc: 0.5547, loss_cls: 3.2975, loss: 3.2975, grad_norm: 1.4477 2020-10-08 06:10:04,848 - mmaction - INFO - Epoch [153][1100/1413] lr: 2.129e-01, eta: 1 day, 16:29:37, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.3092, top5_acc: 0.5495, loss_cls: 3.3032, loss: 3.3032, grad_norm: 1.4524 2020-10-08 06:10:24,511 - mmaction - INFO - Epoch [153][1120/1413] lr: 2.129e-01, eta: 1 day, 16:29:16, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3099, top5_acc: 0.5565, loss_cls: 3.3154, loss: 3.3154, grad_norm: 1.4375 2020-10-08 06:10:43,942 - mmaction - INFO - Epoch [153][1140/1413] lr: 2.129e-01, eta: 1 day, 16:28:56, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.3182, top5_acc: 0.5590, loss_cls: 3.2702, loss: 3.2702, grad_norm: 1.4201 2020-10-08 06:11:03,403 - mmaction - INFO - Epoch [153][1160/1413] lr: 2.129e-01, eta: 1 day, 16:28:35, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.3120, top5_acc: 0.5599, loss_cls: 3.3077, loss: 3.3077, grad_norm: 1.4337 2020-10-08 06:11:22,985 - mmaction - INFO - Epoch [153][1180/1413] lr: 2.129e-01, eta: 1 day, 16:28:15, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3133, top5_acc: 0.5587, loss_cls: 3.3019, loss: 3.3019, grad_norm: 1.4473 2020-10-08 06:11:42,447 - mmaction - INFO - Epoch [153][1200/1413] lr: 2.129e-01, eta: 1 day, 16:27:54, time: 0.974, data_time: 0.003, memory: 8482, top1_acc: 0.3118, top5_acc: 0.5526, loss_cls: 3.3073, loss: 3.3073, grad_norm: 1.4440 2020-10-08 06:12:01,928 - mmaction - INFO - Epoch [153][1220/1413] lr: 2.129e-01, eta: 1 day, 16:27:34, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.3135, top5_acc: 0.5565, loss_cls: 3.3062, loss: 3.3062, grad_norm: 1.4297 2020-10-08 06:12:21,535 - mmaction - INFO - Epoch [153][1240/1413] lr: 2.129e-01, eta: 1 day, 16:27:13, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3173, top5_acc: 0.5574, loss_cls: 3.2916, loss: 3.2916, grad_norm: 1.4305 2020-10-08 06:12:41,142 - mmaction - INFO - Epoch [153][1260/1413] lr: 2.129e-01, eta: 1 day, 16:26:53, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3172, top5_acc: 0.5560, loss_cls: 3.3201, loss: 3.3201, grad_norm: 1.4526 2020-10-08 06:13:00,637 - mmaction - INFO - Epoch [153][1280/1413] lr: 2.129e-01, eta: 1 day, 16:26:33, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3173, top5_acc: 0.5503, loss_cls: 3.3157, loss: 3.3157, grad_norm: 1.4331 2020-10-08 06:13:20,364 - mmaction - INFO - Epoch [153][1300/1413] lr: 2.129e-01, eta: 1 day, 16:26:12, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3262, top5_acc: 0.5701, loss_cls: 3.2344, loss: 3.2344, grad_norm: 1.4455 2020-10-08 06:13:39,940 - mmaction - INFO - Epoch [153][1320/1413] lr: 2.129e-01, eta: 1 day, 16:25:52, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3220, top5_acc: 0.5578, loss_cls: 3.2996, loss: 3.2996, grad_norm: 1.4351 2020-10-08 06:13:59,467 - mmaction - INFO - Epoch [153][1340/1413] lr: 2.129e-01, eta: 1 day, 16:25:31, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3190, top5_acc: 0.5621, loss_cls: 3.2914, loss: 3.2914, grad_norm: 1.4440 2020-10-08 06:14:18,961 - mmaction - INFO - Epoch [153][1360/1413] lr: 2.129e-01, eta: 1 day, 16:25:11, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.3103, top5_acc: 0.5569, loss_cls: 3.3215, loss: 3.3215, grad_norm: 1.4704 2020-10-08 06:14:38,417 - mmaction - INFO - Epoch [153][1380/1413] lr: 2.129e-01, eta: 1 day, 16:24:51, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3237, top5_acc: 0.5516, loss_cls: 3.3181, loss: 3.3181, grad_norm: 1.4079 2020-10-08 06:14:57,986 - mmaction - INFO - Epoch [153][1400/1413] lr: 2.129e-01, eta: 1 day, 16:24:30, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3191, top5_acc: 0.5578, loss_cls: 3.2970, loss: 3.2970, grad_norm: 1.4301 2020-10-08 06:16:07,136 - mmaction - INFO - Epoch [154][20/1413] lr: 2.094e-01, eta: 1 day, 16:24:19, time: 2.740, data_time: 1.663, memory: 8482, top1_acc: 0.3204, top5_acc: 0.5628, loss_cls: 3.2706, loss: 3.2706, grad_norm: 1.4647 2020-10-08 06:16:26,484 - mmaction - INFO - Epoch [154][40/1413] lr: 2.094e-01, eta: 1 day, 16:23:58, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3228, top5_acc: 0.5611, loss_cls: 3.2741, loss: 3.2741, grad_norm: 1.4579 2020-10-08 06:16:45,963 - mmaction - INFO - Epoch [154][60/1413] lr: 2.094e-01, eta: 1 day, 16:23:37, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3082, top5_acc: 0.5507, loss_cls: 3.3307, loss: 3.3307, grad_norm: 1.4562 2020-10-08 06:17:05,589 - mmaction - INFO - Epoch [154][80/1413] lr: 2.094e-01, eta: 1 day, 16:23:17, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3199, top5_acc: 0.5667, loss_cls: 3.2644, loss: 3.2644, grad_norm: 1.4266 2020-10-08 06:17:25,050 - mmaction - INFO - Epoch [154][100/1413] lr: 2.094e-01, eta: 1 day, 16:22:57, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3164, top5_acc: 0.5529, loss_cls: 3.2704, loss: 3.2704, grad_norm: 1.4706 2020-10-08 06:17:44,578 - mmaction - INFO - Epoch [154][120/1413] lr: 2.094e-01, eta: 1 day, 16:22:36, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3206, top5_acc: 0.5667, loss_cls: 3.2637, loss: 3.2637, grad_norm: 1.4513 2020-10-08 06:18:04,202 - mmaction - INFO - Epoch [154][140/1413] lr: 2.094e-01, eta: 1 day, 16:22:16, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3247, top5_acc: 0.5622, loss_cls: 3.2724, loss: 3.2724, grad_norm: 1.4334 2020-10-08 06:18:23,764 - mmaction - INFO - Epoch [154][160/1413] lr: 2.094e-01, eta: 1 day, 16:21:55, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3277, top5_acc: 0.5617, loss_cls: 3.2614, loss: 3.2614, grad_norm: 1.4424 2020-10-08 06:18:43,239 - mmaction - INFO - Epoch [154][180/1413] lr: 2.094e-01, eta: 1 day, 16:21:35, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3195, top5_acc: 0.5604, loss_cls: 3.2859, loss: 3.2859, grad_norm: 1.4428 2020-10-08 06:19:02,693 - mmaction - INFO - Epoch [154][200/1413] lr: 2.094e-01, eta: 1 day, 16:21:14, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3276, top5_acc: 0.5663, loss_cls: 3.2575, loss: 3.2575, grad_norm: 1.4325 2020-10-08 06:19:22,344 - mmaction - INFO - Epoch [154][220/1413] lr: 2.094e-01, eta: 1 day, 16:20:54, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3181, top5_acc: 0.5596, loss_cls: 3.2832, loss: 3.2832, grad_norm: 1.4503 2020-10-08 06:19:41,904 - mmaction - INFO - Epoch [154][240/1413] lr: 2.094e-01, eta: 1 day, 16:20:34, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3203, top5_acc: 0.5643, loss_cls: 3.2711, loss: 3.2711, grad_norm: 1.4538 2020-10-08 06:20:01,474 - mmaction - INFO - Epoch [154][260/1413] lr: 2.094e-01, eta: 1 day, 16:20:13, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3229, top5_acc: 0.5691, loss_cls: 3.2664, loss: 3.2664, grad_norm: 1.4363 2020-10-08 06:20:21,072 - mmaction - INFO - Epoch [154][280/1413] lr: 2.094e-01, eta: 1 day, 16:19:53, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.3249, top5_acc: 0.5555, loss_cls: 3.3041, loss: 3.3041, grad_norm: 1.4338 2020-10-08 06:20:40,614 - mmaction - INFO - Epoch [154][300/1413] lr: 2.094e-01, eta: 1 day, 16:19:32, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3191, top5_acc: 0.5674, loss_cls: 3.2591, loss: 3.2591, grad_norm: 1.4522 2020-10-08 06:21:00,136 - mmaction - INFO - Epoch [154][320/1413] lr: 2.094e-01, eta: 1 day, 16:19:12, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.3154, top5_acc: 0.5523, loss_cls: 3.3154, loss: 3.3154, grad_norm: 1.4333 2020-10-08 06:21:19,689 - mmaction - INFO - Epoch [154][340/1413] lr: 2.094e-01, eta: 1 day, 16:18:51, time: 0.979, data_time: 0.004, memory: 8482, top1_acc: 0.3215, top5_acc: 0.5599, loss_cls: 3.2714, loss: 3.2714, grad_norm: 1.4415 2020-10-08 06:21:39,215 - mmaction - INFO - Epoch [154][360/1413] lr: 2.094e-01, eta: 1 day, 16:18:31, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.3214, top5_acc: 0.5573, loss_cls: 3.2454, loss: 3.2454, grad_norm: 1.4526 2020-10-08 06:21:58,799 - mmaction - INFO - Epoch [154][380/1413] lr: 2.094e-01, eta: 1 day, 16:18:11, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3193, top5_acc: 0.5599, loss_cls: 3.2574, loss: 3.2574, grad_norm: 1.4735 2020-10-08 06:22:18,360 - mmaction - INFO - Epoch [154][400/1413] lr: 2.094e-01, eta: 1 day, 16:17:50, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3129, top5_acc: 0.5553, loss_cls: 3.3284, loss: 3.3284, grad_norm: 1.4451 2020-10-08 06:22:37,880 - mmaction - INFO - Epoch [154][420/1413] lr: 2.094e-01, eta: 1 day, 16:17:30, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3206, top5_acc: 0.5598, loss_cls: 3.2797, loss: 3.2797, grad_norm: 1.4714 2020-10-08 06:22:57,486 - mmaction - INFO - Epoch [154][440/1413] lr: 2.094e-01, eta: 1 day, 16:17:09, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3262, top5_acc: 0.5624, loss_cls: 3.2651, loss: 3.2651, grad_norm: 1.4381 2020-10-08 06:23:17,032 - mmaction - INFO - Epoch [154][460/1413] lr: 2.094e-01, eta: 1 day, 16:16:49, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3272, top5_acc: 0.5651, loss_cls: 3.2439, loss: 3.2439, grad_norm: 1.4518 2020-10-08 06:23:36,659 - mmaction - INFO - Epoch [154][480/1413] lr: 2.094e-01, eta: 1 day, 16:16:29, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3319, top5_acc: 0.5563, loss_cls: 3.2706, loss: 3.2706, grad_norm: 1.4504 2020-10-08 06:23:56,148 - mmaction - INFO - Epoch [154][500/1413] lr: 2.094e-01, eta: 1 day, 16:16:08, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3260, top5_acc: 0.5659, loss_cls: 3.2448, loss: 3.2448, grad_norm: 1.4603 2020-10-08 06:24:15,814 - mmaction - INFO - Epoch [154][520/1413] lr: 2.094e-01, eta: 1 day, 16:15:48, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3184, top5_acc: 0.5697, loss_cls: 3.2694, loss: 3.2694, grad_norm: 1.4970 2020-10-08 06:24:35,428 - mmaction - INFO - Epoch [154][540/1413] lr: 2.094e-01, eta: 1 day, 16:15:28, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3091, top5_acc: 0.5540, loss_cls: 3.2972, loss: 3.2972, grad_norm: 1.4611 2020-10-08 06:24:55,020 - mmaction - INFO - Epoch [154][560/1413] lr: 2.094e-01, eta: 1 day, 16:15:07, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3208, top5_acc: 0.5569, loss_cls: 3.2907, loss: 3.2907, grad_norm: 1.4526 2020-10-08 06:25:14,637 - mmaction - INFO - Epoch [154][580/1413] lr: 2.094e-01, eta: 1 day, 16:14:47, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3160, top5_acc: 0.5561, loss_cls: 3.2889, loss: 3.2889, grad_norm: 1.4390 2020-10-08 06:25:34,228 - mmaction - INFO - Epoch [154][600/1413] lr: 2.094e-01, eta: 1 day, 16:14:26, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3223, top5_acc: 0.5647, loss_cls: 3.2476, loss: 3.2476, grad_norm: 1.4542 2020-10-08 06:25:53,930 - mmaction - INFO - Epoch [154][620/1413] lr: 2.094e-01, eta: 1 day, 16:14:06, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.3214, top5_acc: 0.5698, loss_cls: 3.2305, loss: 3.2305, grad_norm: 1.4700 2020-10-08 06:26:13,457 - mmaction - INFO - Epoch [154][640/1413] lr: 2.094e-01, eta: 1 day, 16:13:46, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3115, top5_acc: 0.5539, loss_cls: 3.3053, loss: 3.3053, grad_norm: 1.4878 2020-10-08 06:26:32,981 - mmaction - INFO - Epoch [154][660/1413] lr: 2.094e-01, eta: 1 day, 16:13:25, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3148, top5_acc: 0.5630, loss_cls: 3.3078, loss: 3.3078, grad_norm: 1.4436 2020-10-08 06:26:52,556 - mmaction - INFO - Epoch [154][680/1413] lr: 2.094e-01, eta: 1 day, 16:13:05, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3139, top5_acc: 0.5534, loss_cls: 3.3097, loss: 3.3097, grad_norm: 1.4804 2020-10-08 06:27:12,125 - mmaction - INFO - Epoch [154][700/1413] lr: 2.094e-01, eta: 1 day, 16:12:44, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3204, top5_acc: 0.5559, loss_cls: 3.3071, loss: 3.3071, grad_norm: 1.4488 2020-10-08 06:27:31,657 - mmaction - INFO - Epoch [154][720/1413] lr: 2.094e-01, eta: 1 day, 16:12:24, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3164, top5_acc: 0.5508, loss_cls: 3.3037, loss: 3.3037, grad_norm: 1.4601 2020-10-08 06:27:51,233 - mmaction - INFO - Epoch [154][740/1413] lr: 2.094e-01, eta: 1 day, 16:12:04, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3092, top5_acc: 0.5617, loss_cls: 3.3106, loss: 3.3106, grad_norm: 1.4425 2020-10-08 06:28:10,863 - mmaction - INFO - Epoch [154][760/1413] lr: 2.094e-01, eta: 1 day, 16:11:43, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3262, top5_acc: 0.5702, loss_cls: 3.2356, loss: 3.2356, grad_norm: 1.4365 2020-10-08 06:28:30,408 - mmaction - INFO - Epoch [154][780/1413] lr: 2.094e-01, eta: 1 day, 16:11:23, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3214, top5_acc: 0.5582, loss_cls: 3.2681, loss: 3.2681, grad_norm: 1.4594 2020-10-08 06:28:49,933 - mmaction - INFO - Epoch [154][800/1413] lr: 2.094e-01, eta: 1 day, 16:11:02, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3139, top5_acc: 0.5460, loss_cls: 3.3383, loss: 3.3383, grad_norm: 1.4450 2020-10-08 06:29:09,527 - mmaction - INFO - Epoch [154][820/1413] lr: 2.094e-01, eta: 1 day, 16:10:42, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3270, top5_acc: 0.5647, loss_cls: 3.2525, loss: 3.2525, grad_norm: 1.4490 2020-10-08 06:29:29,040 - mmaction - INFO - Epoch [154][840/1413] lr: 2.094e-01, eta: 1 day, 16:10:22, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.3146, top5_acc: 0.5617, loss_cls: 3.2945, loss: 3.2945, grad_norm: 1.4702 2020-10-08 06:29:48,608 - mmaction - INFO - Epoch [154][860/1413] lr: 2.094e-01, eta: 1 day, 16:10:01, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3189, top5_acc: 0.5549, loss_cls: 3.2871, loss: 3.2871, grad_norm: 1.4487 2020-10-08 06:30:08,297 - mmaction - INFO - Epoch [154][880/1413] lr: 2.094e-01, eta: 1 day, 16:09:41, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3227, top5_acc: 0.5564, loss_cls: 3.3024, loss: 3.3024, grad_norm: 1.4702 2020-10-08 06:30:26,997 - mmaction - INFO - Epoch [154][900/1413] lr: 2.094e-01, eta: 1 day, 16:09:20, time: 0.934, data_time: 0.003, memory: 8482, top1_acc: 0.3247, top5_acc: 0.5621, loss_cls: 3.2747, loss: 3.2747, grad_norm: 1.4592 2020-10-08 06:30:46,535 - mmaction - INFO - Epoch [154][920/1413] lr: 2.094e-01, eta: 1 day, 16:08:59, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.3090, top5_acc: 0.5560, loss_cls: 3.3168, loss: 3.3168, grad_norm: 1.4602 2020-10-08 06:31:06,211 - mmaction - INFO - Epoch [154][940/1413] lr: 2.094e-01, eta: 1 day, 16:08:39, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3163, top5_acc: 0.5612, loss_cls: 3.2671, loss: 3.2671, grad_norm: 1.4528 2020-10-08 06:31:25,881 - mmaction - INFO - Epoch [154][960/1413] lr: 2.094e-01, eta: 1 day, 16:08:19, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3232, top5_acc: 0.5565, loss_cls: 3.2626, loss: 3.2626, grad_norm: 1.4696 2020-10-08 06:31:45,585 - mmaction - INFO - Epoch [154][980/1413] lr: 2.094e-01, eta: 1 day, 16:07:58, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3156, top5_acc: 0.5508, loss_cls: 3.3077, loss: 3.3077, grad_norm: 1.4317 2020-10-08 06:32:05,303 - mmaction - INFO - Epoch [154][1000/1413] lr: 2.094e-01, eta: 1 day, 16:07:38, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3216, top5_acc: 0.5602, loss_cls: 3.2720, loss: 3.2720, grad_norm: 1.4316 2020-10-08 06:32:24,843 - mmaction - INFO - Epoch [154][1020/1413] lr: 2.094e-01, eta: 1 day, 16:07:18, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3176, top5_acc: 0.5607, loss_cls: 3.2642, loss: 3.2642, grad_norm: 1.4759 2020-10-08 06:32:44,497 - mmaction - INFO - Epoch [154][1040/1413] lr: 2.094e-01, eta: 1 day, 16:06:57, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3142, top5_acc: 0.5495, loss_cls: 3.3162, loss: 3.3162, grad_norm: 1.4405 2020-10-08 06:33:04,114 - mmaction - INFO - Epoch [154][1060/1413] lr: 2.094e-01, eta: 1 day, 16:06:37, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3318, top5_acc: 0.5603, loss_cls: 3.2508, loss: 3.2508, grad_norm: 1.4379 2020-10-08 06:33:23,702 - mmaction - INFO - Epoch [154][1080/1413] lr: 2.094e-01, eta: 1 day, 16:06:17, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3288, top5_acc: 0.5625, loss_cls: 3.2593, loss: 3.2593, grad_norm: 1.4564 2020-10-08 06:33:43,199 - mmaction - INFO - Epoch [154][1100/1413] lr: 2.094e-01, eta: 1 day, 16:05:56, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3241, top5_acc: 0.5612, loss_cls: 3.2756, loss: 3.2756, grad_norm: 1.4796 2020-10-08 06:34:02,735 - mmaction - INFO - Epoch [154][1120/1413] lr: 2.094e-01, eta: 1 day, 16:05:36, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3109, top5_acc: 0.5560, loss_cls: 3.3105, loss: 3.3105, grad_norm: 1.4571 2020-10-08 06:34:22,165 - mmaction - INFO - Epoch [154][1140/1413] lr: 2.094e-01, eta: 1 day, 16:05:15, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3023, top5_acc: 0.5427, loss_cls: 3.3552, loss: 3.3552, grad_norm: 1.4393 2020-10-08 06:34:41,746 - mmaction - INFO - Epoch [154][1160/1413] lr: 2.094e-01, eta: 1 day, 16:04:55, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.3202, top5_acc: 0.5486, loss_cls: 3.3198, loss: 3.3198, grad_norm: 1.4434 2020-10-08 06:35:01,294 - mmaction - INFO - Epoch [154][1180/1413] lr: 2.094e-01, eta: 1 day, 16:04:34, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3121, top5_acc: 0.5559, loss_cls: 3.3330, loss: 3.3330, grad_norm: 1.4726 2020-10-08 06:35:20,787 - mmaction - INFO - Epoch [154][1200/1413] lr: 2.094e-01, eta: 1 day, 16:04:14, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.3160, top5_acc: 0.5490, loss_cls: 3.3502, loss: 3.3502, grad_norm: 1.4225 2020-10-08 06:35:40,403 - mmaction - INFO - Epoch [154][1220/1413] lr: 2.094e-01, eta: 1 day, 16:03:54, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3105, top5_acc: 0.5582, loss_cls: 3.2848, loss: 3.2848, grad_norm: 1.4336 2020-10-08 06:35:59,942 - mmaction - INFO - Epoch [154][1240/1413] lr: 2.094e-01, eta: 1 day, 16:03:33, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.3180, top5_acc: 0.5617, loss_cls: 3.2754, loss: 3.2754, grad_norm: 1.4582 2020-10-08 06:36:19,541 - mmaction - INFO - Epoch [154][1260/1413] lr: 2.094e-01, eta: 1 day, 16:03:13, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3142, top5_acc: 0.5465, loss_cls: 3.3471, loss: 3.3471, grad_norm: 1.4482 2020-10-08 06:36:39,162 - mmaction - INFO - Epoch [154][1280/1413] lr: 2.094e-01, eta: 1 day, 16:02:53, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3173, top5_acc: 0.5548, loss_cls: 3.2858, loss: 3.2858, grad_norm: 1.4401 2020-10-08 06:36:58,792 - mmaction - INFO - Epoch [154][1300/1413] lr: 2.094e-01, eta: 1 day, 16:02:32, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3182, top5_acc: 0.5585, loss_cls: 3.2785, loss: 3.2785, grad_norm: 1.4338 2020-10-08 06:37:18,451 - mmaction - INFO - Epoch [154][1320/1413] lr: 2.094e-01, eta: 1 day, 16:02:12, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3190, top5_acc: 0.5572, loss_cls: 3.2935, loss: 3.2935, grad_norm: 1.4625 2020-10-08 06:37:38,070 - mmaction - INFO - Epoch [154][1340/1413] lr: 2.094e-01, eta: 1 day, 16:01:52, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3117, top5_acc: 0.5568, loss_cls: 3.2985, loss: 3.2985, grad_norm: 1.4487 2020-10-08 06:37:57,645 - mmaction - INFO - Epoch [154][1360/1413] lr: 2.094e-01, eta: 1 day, 16:01:31, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3182, top5_acc: 0.5543, loss_cls: 3.2978, loss: 3.2978, grad_norm: 1.4452 2020-10-08 06:38:17,174 - mmaction - INFO - Epoch [154][1380/1413] lr: 2.094e-01, eta: 1 day, 16:01:11, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.3100, top5_acc: 0.5466, loss_cls: 3.3206, loss: 3.3206, grad_norm: 1.4548 2020-10-08 06:38:36,824 - mmaction - INFO - Epoch [154][1400/1413] lr: 2.094e-01, eta: 1 day, 16:00:50, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3207, top5_acc: 0.5543, loss_cls: 3.3095, loss: 3.3095, grad_norm: 1.4544 2020-10-08 06:39:40,812 - mmaction - INFO - Epoch [155][20/1413] lr: 2.059e-01, eta: 1 day, 16:00:35, time: 2.536, data_time: 1.441, memory: 8482, top1_acc: 0.3201, top5_acc: 0.5583, loss_cls: 3.2832, loss: 3.2832, grad_norm: 1.4861 2020-10-08 06:40:00,155 - mmaction - INFO - Epoch [155][40/1413] lr: 2.059e-01, eta: 1 day, 16:00:14, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3212, top5_acc: 0.5585, loss_cls: 3.2666, loss: 3.2666, grad_norm: 1.4260 2020-10-08 06:40:19,713 - mmaction - INFO - Epoch [155][60/1413] lr: 2.059e-01, eta: 1 day, 15:59:54, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3302, top5_acc: 0.5710, loss_cls: 3.2086, loss: 3.2086, grad_norm: 1.4364 2020-10-08 06:40:39,208 - mmaction - INFO - Epoch [155][80/1413] lr: 2.059e-01, eta: 1 day, 15:59:33, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.3243, top5_acc: 0.5569, loss_cls: 3.2857, loss: 3.2857, grad_norm: 1.4659 2020-10-08 06:40:58,653 - mmaction - INFO - Epoch [155][100/1413] lr: 2.059e-01, eta: 1 day, 15:59:13, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3173, top5_acc: 0.5609, loss_cls: 3.2669, loss: 3.2669, grad_norm: 1.4438 2020-10-08 06:41:18,185 - mmaction - INFO - Epoch [155][120/1413] lr: 2.059e-01, eta: 1 day, 15:58:52, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3229, top5_acc: 0.5641, loss_cls: 3.2406, loss: 3.2406, grad_norm: 1.4676 2020-10-08 06:41:37,834 - mmaction - INFO - Epoch [155][140/1413] lr: 2.059e-01, eta: 1 day, 15:58:32, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3294, top5_acc: 0.5628, loss_cls: 3.2288, loss: 3.2288, grad_norm: 1.4485 2020-10-08 06:41:57,426 - mmaction - INFO - Epoch [155][160/1413] lr: 2.059e-01, eta: 1 day, 15:58:11, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3197, top5_acc: 0.5620, loss_cls: 3.2851, loss: 3.2851, grad_norm: 1.4759 2020-10-08 06:42:16,993 - mmaction - INFO - Epoch [155][180/1413] lr: 2.059e-01, eta: 1 day, 15:57:51, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3250, top5_acc: 0.5669, loss_cls: 3.2294, loss: 3.2294, grad_norm: 1.4434 2020-10-08 06:42:36,492 - mmaction - INFO - Epoch [155][200/1413] lr: 2.059e-01, eta: 1 day, 15:57:31, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3182, top5_acc: 0.5578, loss_cls: 3.2744, loss: 3.2744, grad_norm: 1.4707 2020-10-08 06:42:56,058 - mmaction - INFO - Epoch [155][220/1413] lr: 2.059e-01, eta: 1 day, 15:57:10, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3173, top5_acc: 0.5568, loss_cls: 3.3078, loss: 3.3078, grad_norm: 1.4587 2020-10-08 06:43:15,660 - mmaction - INFO - Epoch [155][240/1413] lr: 2.059e-01, eta: 1 day, 15:56:50, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3232, top5_acc: 0.5555, loss_cls: 3.2657, loss: 3.2657, grad_norm: 1.4617 2020-10-08 06:43:35,406 - mmaction - INFO - Epoch [155][260/1413] lr: 2.059e-01, eta: 1 day, 15:56:30, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3182, top5_acc: 0.5659, loss_cls: 3.2662, loss: 3.2662, grad_norm: 1.4649 2020-10-08 06:43:55,016 - mmaction - INFO - Epoch [155][280/1413] lr: 2.059e-01, eta: 1 day, 15:56:09, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3224, top5_acc: 0.5546, loss_cls: 3.2771, loss: 3.2771, grad_norm: 1.4790 2020-10-08 06:44:14,516 - mmaction - INFO - Epoch [155][300/1413] lr: 2.059e-01, eta: 1 day, 15:55:49, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3219, top5_acc: 0.5677, loss_cls: 3.2457, loss: 3.2457, grad_norm: 1.4689 2020-10-08 06:44:34,144 - mmaction - INFO - Epoch [155][320/1413] lr: 2.059e-01, eta: 1 day, 15:55:28, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3126, top5_acc: 0.5493, loss_cls: 3.3258, loss: 3.3258, grad_norm: 1.4769 2020-10-08 06:44:53,730 - mmaction - INFO - Epoch [155][340/1413] lr: 2.059e-01, eta: 1 day, 15:55:08, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3217, top5_acc: 0.5663, loss_cls: 3.2578, loss: 3.2578, grad_norm: 1.4880 2020-10-08 06:45:13,442 - mmaction - INFO - Epoch [155][360/1413] lr: 2.059e-01, eta: 1 day, 15:54:48, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.3260, top5_acc: 0.5634, loss_cls: 3.2641, loss: 3.2641, grad_norm: 1.4426 2020-10-08 06:45:33,088 - mmaction - INFO - Epoch [155][380/1413] lr: 2.059e-01, eta: 1 day, 15:54:27, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3186, top5_acc: 0.5520, loss_cls: 3.2913, loss: 3.2913, grad_norm: 1.4445 2020-10-08 06:45:52,661 - mmaction - INFO - Epoch [155][400/1413] lr: 2.059e-01, eta: 1 day, 15:54:07, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3290, top5_acc: 0.5643, loss_cls: 3.2508, loss: 3.2508, grad_norm: 1.4706 2020-10-08 06:46:12,266 - mmaction - INFO - Epoch [155][420/1413] lr: 2.059e-01, eta: 1 day, 15:53:47, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3268, top5_acc: 0.5634, loss_cls: 3.2723, loss: 3.2723, grad_norm: 1.4665 2020-10-08 06:46:31,818 - mmaction - INFO - Epoch [155][440/1413] lr: 2.059e-01, eta: 1 day, 15:53:26, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3194, top5_acc: 0.5530, loss_cls: 3.2601, loss: 3.2601, grad_norm: 1.4507 2020-10-08 06:46:51,420 - mmaction - INFO - Epoch [155][460/1413] lr: 2.059e-01, eta: 1 day, 15:53:06, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3319, top5_acc: 0.5673, loss_cls: 3.2301, loss: 3.2301, grad_norm: 1.4720 2020-10-08 06:47:10,917 - mmaction - INFO - Epoch [155][480/1413] lr: 2.059e-01, eta: 1 day, 15:52:46, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3204, top5_acc: 0.5613, loss_cls: 3.2342, loss: 3.2342, grad_norm: 1.4658 2020-10-08 06:47:30,503 - mmaction - INFO - Epoch [155][500/1413] lr: 2.059e-01, eta: 1 day, 15:52:25, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3130, top5_acc: 0.5525, loss_cls: 3.3198, loss: 3.3198, grad_norm: 1.4585 2020-10-08 06:47:50,136 - mmaction - INFO - Epoch [155][520/1413] lr: 2.059e-01, eta: 1 day, 15:52:05, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3255, top5_acc: 0.5632, loss_cls: 3.2440, loss: 3.2440, grad_norm: 1.4748 2020-10-08 06:48:09,741 - mmaction - INFO - Epoch [155][540/1413] lr: 2.059e-01, eta: 1 day, 15:51:44, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3204, top5_acc: 0.5643, loss_cls: 3.2614, loss: 3.2614, grad_norm: 1.4592 2020-10-08 06:48:29,272 - mmaction - INFO - Epoch [155][560/1413] lr: 2.059e-01, eta: 1 day, 15:51:24, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.3204, top5_acc: 0.5590, loss_cls: 3.2774, loss: 3.2774, grad_norm: 1.4419 2020-10-08 06:48:48,885 - mmaction - INFO - Epoch [155][580/1413] lr: 2.059e-01, eta: 1 day, 15:51:04, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3145, top5_acc: 0.5607, loss_cls: 3.2787, loss: 3.2787, grad_norm: 1.4784 2020-10-08 06:49:08,544 - mmaction - INFO - Epoch [155][600/1413] lr: 2.059e-01, eta: 1 day, 15:50:43, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3177, top5_acc: 0.5629, loss_cls: 3.2680, loss: 3.2680, grad_norm: 1.4540 2020-10-08 06:49:28,149 - mmaction - INFO - Epoch [155][620/1413] lr: 2.059e-01, eta: 1 day, 15:50:23, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3212, top5_acc: 0.5546, loss_cls: 3.2916, loss: 3.2916, grad_norm: 1.4559 2020-10-08 06:49:47,819 - mmaction - INFO - Epoch [155][640/1413] lr: 2.059e-01, eta: 1 day, 15:50:03, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3194, top5_acc: 0.5629, loss_cls: 3.2900, loss: 3.2900, grad_norm: 1.4489 2020-10-08 06:50:07,464 - mmaction - INFO - Epoch [155][660/1413] lr: 2.059e-01, eta: 1 day, 15:49:42, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3142, top5_acc: 0.5603, loss_cls: 3.2698, loss: 3.2698, grad_norm: 1.4527 2020-10-08 06:50:27,028 - mmaction - INFO - Epoch [155][680/1413] lr: 2.059e-01, eta: 1 day, 15:49:22, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3221, top5_acc: 0.5626, loss_cls: 3.2488, loss: 3.2488, grad_norm: 1.4453 2020-10-08 06:50:46,627 - mmaction - INFO - Epoch [155][700/1413] lr: 2.059e-01, eta: 1 day, 15:49:02, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3164, top5_acc: 0.5549, loss_cls: 3.3028, loss: 3.3028, grad_norm: 1.4900 2020-10-08 06:51:06,256 - mmaction - INFO - Epoch [155][720/1413] lr: 2.059e-01, eta: 1 day, 15:48:41, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3155, top5_acc: 0.5523, loss_cls: 3.3018, loss: 3.3018, grad_norm: 1.4476 2020-10-08 06:51:25,891 - mmaction - INFO - Epoch [155][740/1413] lr: 2.059e-01, eta: 1 day, 15:48:21, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3232, top5_acc: 0.5639, loss_cls: 3.2312, loss: 3.2312, grad_norm: 1.4459 2020-10-08 06:51:45,532 - mmaction - INFO - Epoch [155][760/1413] lr: 2.059e-01, eta: 1 day, 15:48:01, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3167, top5_acc: 0.5600, loss_cls: 3.2724, loss: 3.2724, grad_norm: 1.4571 2020-10-08 06:52:05,137 - mmaction - INFO - Epoch [155][780/1413] lr: 2.059e-01, eta: 1 day, 15:47:40, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3115, top5_acc: 0.5520, loss_cls: 3.3247, loss: 3.3247, grad_norm: 1.4566 2020-10-08 06:52:24,749 - mmaction - INFO - Epoch [155][800/1413] lr: 2.059e-01, eta: 1 day, 15:47:20, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3195, top5_acc: 0.5642, loss_cls: 3.2785, loss: 3.2785, grad_norm: 1.4773 2020-10-08 06:52:44,332 - mmaction - INFO - Epoch [155][820/1413] lr: 2.059e-01, eta: 1 day, 15:47:00, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3124, top5_acc: 0.5526, loss_cls: 3.3190, loss: 3.3190, grad_norm: 1.4641 2020-10-08 06:53:03,956 - mmaction - INFO - Epoch [155][840/1413] lr: 2.059e-01, eta: 1 day, 15:46:39, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3215, top5_acc: 0.5621, loss_cls: 3.2946, loss: 3.2946, grad_norm: 1.4657 2020-10-08 06:53:23,503 - mmaction - INFO - Epoch [155][860/1413] lr: 2.059e-01, eta: 1 day, 15:46:19, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3158, top5_acc: 0.5574, loss_cls: 3.2740, loss: 3.2740, grad_norm: 1.4583 2020-10-08 06:53:43,109 - mmaction - INFO - Epoch [155][880/1413] lr: 2.059e-01, eta: 1 day, 15:45:59, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3152, top5_acc: 0.5577, loss_cls: 3.3067, loss: 3.3067, grad_norm: 1.4700 2020-10-08 06:54:02,703 - mmaction - INFO - Epoch [155][900/1413] lr: 2.059e-01, eta: 1 day, 15:45:38, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3094, top5_acc: 0.5514, loss_cls: 3.3212, loss: 3.3212, grad_norm: 1.4714 2020-10-08 06:54:22,371 - mmaction - INFO - Epoch [155][920/1413] lr: 2.059e-01, eta: 1 day, 15:45:18, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3257, top5_acc: 0.5616, loss_cls: 3.2364, loss: 3.2364, grad_norm: 1.4474 2020-10-08 06:54:42,089 - mmaction - INFO - Epoch [155][940/1413] lr: 2.059e-01, eta: 1 day, 15:44:58, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3314, top5_acc: 0.5641, loss_cls: 3.2570, loss: 3.2570, grad_norm: 1.4621 2020-10-08 06:55:01,660 - mmaction - INFO - Epoch [155][960/1413] lr: 2.059e-01, eta: 1 day, 15:44:37, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3191, top5_acc: 0.5536, loss_cls: 3.2942, loss: 3.2942, grad_norm: 1.4543 2020-10-08 06:55:21,281 - mmaction - INFO - Epoch [155][980/1413] lr: 2.059e-01, eta: 1 day, 15:44:17, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3159, top5_acc: 0.5559, loss_cls: 3.2711, loss: 3.2711, grad_norm: 1.4629 2020-10-08 06:55:40,925 - mmaction - INFO - Epoch [155][1000/1413] lr: 2.059e-01, eta: 1 day, 15:43:57, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3120, top5_acc: 0.5620, loss_cls: 3.3195, loss: 3.3195, grad_norm: 1.4723 2020-10-08 06:56:00,567 - mmaction - INFO - Epoch [155][1020/1413] lr: 2.059e-01, eta: 1 day, 15:43:36, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3286, top5_acc: 0.5603, loss_cls: 3.2507, loss: 3.2507, grad_norm: 1.4410 2020-10-08 06:56:20,237 - mmaction - INFO - Epoch [155][1040/1413] lr: 2.059e-01, eta: 1 day, 15:43:16, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3172, top5_acc: 0.5609, loss_cls: 3.2574, loss: 3.2574, grad_norm: 1.4504 2020-10-08 06:56:39,858 - mmaction - INFO - Epoch [155][1060/1413] lr: 2.059e-01, eta: 1 day, 15:42:56, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3210, top5_acc: 0.5599, loss_cls: 3.2773, loss: 3.2773, grad_norm: 1.4717 2020-10-08 06:56:59,348 - mmaction - INFO - Epoch [155][1080/1413] lr: 2.059e-01, eta: 1 day, 15:42:35, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3130, top5_acc: 0.5520, loss_cls: 3.3305, loss: 3.3305, grad_norm: 1.4564 2020-10-08 06:57:18,962 - mmaction - INFO - Epoch [155][1100/1413] lr: 2.059e-01, eta: 1 day, 15:42:15, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3219, top5_acc: 0.5671, loss_cls: 3.2592, loss: 3.2592, grad_norm: 1.4465 2020-10-08 06:57:38,658 - mmaction - INFO - Epoch [155][1120/1413] lr: 2.059e-01, eta: 1 day, 15:41:55, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3246, top5_acc: 0.5621, loss_cls: 3.2313, loss: 3.2313, grad_norm: 1.4662 2020-10-08 06:57:58,308 - mmaction - INFO - Epoch [155][1140/1413] lr: 2.059e-01, eta: 1 day, 15:41:34, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3141, top5_acc: 0.5520, loss_cls: 3.3260, loss: 3.3260, grad_norm: 1.4843 2020-10-08 06:58:17,825 - mmaction - INFO - Epoch [155][1160/1413] lr: 2.059e-01, eta: 1 day, 15:41:14, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3243, top5_acc: 0.5652, loss_cls: 3.2666, loss: 3.2666, grad_norm: 1.4670 2020-10-08 06:58:37,369 - mmaction - INFO - Epoch [155][1180/1413] lr: 2.059e-01, eta: 1 day, 15:40:53, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3206, top5_acc: 0.5616, loss_cls: 3.2721, loss: 3.2721, grad_norm: 1.4502 2020-10-08 06:58:56,872 - mmaction - INFO - Epoch [155][1200/1413] lr: 2.059e-01, eta: 1 day, 15:40:33, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3130, top5_acc: 0.5549, loss_cls: 3.3204, loss: 3.3204, grad_norm: 1.5011 2020-10-08 06:59:16,400 - mmaction - INFO - Epoch [155][1220/1413] lr: 2.059e-01, eta: 1 day, 15:40:13, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3139, top5_acc: 0.5658, loss_cls: 3.2744, loss: 3.2744, grad_norm: 1.4525 2020-10-08 06:59:35,983 - mmaction - INFO - Epoch [155][1240/1413] lr: 2.059e-01, eta: 1 day, 15:39:52, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3177, top5_acc: 0.5605, loss_cls: 3.2854, loss: 3.2854, grad_norm: 1.4639 2020-10-08 06:59:55,613 - mmaction - INFO - Epoch [155][1260/1413] lr: 2.059e-01, eta: 1 day, 15:39:32, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3156, top5_acc: 0.5613, loss_cls: 3.2865, loss: 3.2865, grad_norm: 1.4681 2020-10-08 07:00:16,101 - mmaction - INFO - Epoch [155][1280/1413] lr: 2.059e-01, eta: 1 day, 15:39:12, time: 1.025, data_time: 0.002, memory: 8482, top1_acc: 0.3169, top5_acc: 0.5549, loss_cls: 3.3171, loss: 3.3171, grad_norm: 1.4711 2020-10-08 07:00:35,724 - mmaction - INFO - Epoch [155][1300/1413] lr: 2.059e-01, eta: 1 day, 15:38:52, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3240, top5_acc: 0.5557, loss_cls: 3.2731, loss: 3.2731, grad_norm: 1.4544 2020-10-08 07:00:55,324 - mmaction - INFO - Epoch [155][1320/1413] lr: 2.059e-01, eta: 1 day, 15:38:32, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3151, top5_acc: 0.5517, loss_cls: 3.3238, loss: 3.3238, grad_norm: 1.4584 2020-10-08 07:01:15,020 - mmaction - INFO - Epoch [155][1340/1413] lr: 2.059e-01, eta: 1 day, 15:38:11, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3155, top5_acc: 0.5569, loss_cls: 3.3066, loss: 3.3066, grad_norm: 1.4697 2020-10-08 07:01:34,585 - mmaction - INFO - Epoch [155][1360/1413] lr: 2.059e-01, eta: 1 day, 15:37:51, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3198, top5_acc: 0.5618, loss_cls: 3.2806, loss: 3.2806, grad_norm: 1.4643 2020-10-08 07:01:54,187 - mmaction - INFO - Epoch [155][1380/1413] lr: 2.059e-01, eta: 1 day, 15:37:31, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3272, top5_acc: 0.5642, loss_cls: 3.2670, loss: 3.2670, grad_norm: 1.4579 2020-10-08 07:02:13,758 - mmaction - INFO - Epoch [155][1400/1413] lr: 2.059e-01, eta: 1 day, 15:37:10, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3173, top5_acc: 0.5620, loss_cls: 3.2839, loss: 3.2839, grad_norm: 1.4566 2020-10-08 07:03:23,699 - mmaction - INFO - Epoch [156][20/1413] lr: 2.024e-01, eta: 1 day, 15:36:59, time: 2.773, data_time: 1.632, memory: 8482, top1_acc: 0.3260, top5_acc: 0.5527, loss_cls: 3.2980, loss: 3.2980, grad_norm: 1.4698 2020-10-08 07:03:43,035 - mmaction - INFO - Epoch [156][40/1413] lr: 2.024e-01, eta: 1 day, 15:36:38, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3228, top5_acc: 0.5581, loss_cls: 3.2794, loss: 3.2794, grad_norm: 1.4690 2020-10-08 07:04:02,546 - mmaction - INFO - Epoch [156][60/1413] lr: 2.024e-01, eta: 1 day, 15:36:17, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3270, top5_acc: 0.5656, loss_cls: 3.2594, loss: 3.2594, grad_norm: 1.4703 2020-10-08 07:04:22,129 - mmaction - INFO - Epoch [156][80/1413] lr: 2.024e-01, eta: 1 day, 15:35:57, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3313, top5_acc: 0.5771, loss_cls: 3.1881, loss: 3.1881, grad_norm: 1.4816 2020-10-08 07:04:41,793 - mmaction - INFO - Epoch [156][100/1413] lr: 2.024e-01, eta: 1 day, 15:35:37, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3237, top5_acc: 0.5645, loss_cls: 3.2580, loss: 3.2580, grad_norm: 1.4610 2020-10-08 07:05:01,465 - mmaction - INFO - Epoch [156][120/1413] lr: 2.024e-01, eta: 1 day, 15:35:17, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3302, top5_acc: 0.5621, loss_cls: 3.2513, loss: 3.2513, grad_norm: 1.4465 2020-10-08 07:05:21,071 - mmaction - INFO - Epoch [156][140/1413] lr: 2.024e-01, eta: 1 day, 15:34:56, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3180, top5_acc: 0.5620, loss_cls: 3.2483, loss: 3.2483, grad_norm: 1.4615 2020-10-08 07:05:40,711 - mmaction - INFO - Epoch [156][160/1413] lr: 2.024e-01, eta: 1 day, 15:34:36, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3217, top5_acc: 0.5590, loss_cls: 3.2675, loss: 3.2675, grad_norm: 1.4697 2020-10-08 07:06:00,429 - mmaction - INFO - Epoch [156][180/1413] lr: 2.024e-01, eta: 1 day, 15:34:16, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.3275, top5_acc: 0.5738, loss_cls: 3.2343, loss: 3.2343, grad_norm: 1.4598 2020-10-08 07:06:20,093 - mmaction - INFO - Epoch [156][200/1413] lr: 2.024e-01, eta: 1 day, 15:33:55, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3253, top5_acc: 0.5702, loss_cls: 3.2207, loss: 3.2207, grad_norm: 1.4450 2020-10-08 07:06:39,667 - mmaction - INFO - Epoch [156][220/1413] lr: 2.024e-01, eta: 1 day, 15:33:35, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3208, top5_acc: 0.5652, loss_cls: 3.2436, loss: 3.2436, grad_norm: 1.4500 2020-10-08 07:06:59,336 - mmaction - INFO - Epoch [156][240/1413] lr: 2.024e-01, eta: 1 day, 15:33:15, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3233, top5_acc: 0.5577, loss_cls: 3.2799, loss: 3.2799, grad_norm: 1.4765 2020-10-08 07:07:19,013 - mmaction - INFO - Epoch [156][260/1413] lr: 2.024e-01, eta: 1 day, 15:32:54, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3189, top5_acc: 0.5638, loss_cls: 3.2678, loss: 3.2678, grad_norm: 1.4661 2020-10-08 07:07:38,622 - mmaction - INFO - Epoch [156][280/1413] lr: 2.024e-01, eta: 1 day, 15:32:34, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3172, top5_acc: 0.5681, loss_cls: 3.2328, loss: 3.2328, grad_norm: 1.4815 2020-10-08 07:07:58,230 - mmaction - INFO - Epoch [156][300/1413] lr: 2.024e-01, eta: 1 day, 15:32:14, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3211, top5_acc: 0.5664, loss_cls: 3.2494, loss: 3.2494, grad_norm: 1.4732 2020-10-08 07:08:17,779 - mmaction - INFO - Epoch [156][320/1413] lr: 2.024e-01, eta: 1 day, 15:31:53, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3151, top5_acc: 0.5667, loss_cls: 3.2761, loss: 3.2761, grad_norm: 1.4830 2020-10-08 07:08:37,446 - mmaction - INFO - Epoch [156][340/1413] lr: 2.024e-01, eta: 1 day, 15:31:33, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3240, top5_acc: 0.5671, loss_cls: 3.2516, loss: 3.2516, grad_norm: 1.4919 2020-10-08 07:08:57,091 - mmaction - INFO - Epoch [156][360/1413] lr: 2.024e-01, eta: 1 day, 15:31:13, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3314, top5_acc: 0.5682, loss_cls: 3.2409, loss: 3.2409, grad_norm: 1.4583 2020-10-08 07:09:16,733 - mmaction - INFO - Epoch [156][380/1413] lr: 2.024e-01, eta: 1 day, 15:30:52, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3279, top5_acc: 0.5615, loss_cls: 3.2343, loss: 3.2343, grad_norm: 1.4688 2020-10-08 07:09:36,266 - mmaction - INFO - Epoch [156][400/1413] lr: 2.024e-01, eta: 1 day, 15:30:32, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3229, top5_acc: 0.5611, loss_cls: 3.2511, loss: 3.2511, grad_norm: 1.4890 2020-10-08 07:09:55,849 - mmaction - INFO - Epoch [156][420/1413] lr: 2.024e-01, eta: 1 day, 15:30:12, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3211, top5_acc: 0.5612, loss_cls: 3.2665, loss: 3.2665, grad_norm: 1.4817 2020-10-08 07:10:15,433 - mmaction - INFO - Epoch [156][440/1413] lr: 2.024e-01, eta: 1 day, 15:29:51, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3129, top5_acc: 0.5647, loss_cls: 3.2994, loss: 3.2994, grad_norm: 1.4951 2020-10-08 07:10:34,952 - mmaction - INFO - Epoch [156][460/1413] lr: 2.024e-01, eta: 1 day, 15:29:31, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3257, top5_acc: 0.5607, loss_cls: 3.2528, loss: 3.2528, grad_norm: 1.4347 2020-10-08 07:10:54,552 - mmaction - INFO - Epoch [156][480/1413] lr: 2.024e-01, eta: 1 day, 15:29:10, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3189, top5_acc: 0.5694, loss_cls: 3.2408, loss: 3.2408, grad_norm: 1.4761 2020-10-08 07:11:14,126 - mmaction - INFO - Epoch [156][500/1413] lr: 2.024e-01, eta: 1 day, 15:28:50, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3241, top5_acc: 0.5587, loss_cls: 3.2629, loss: 3.2629, grad_norm: 1.4770 2020-10-08 07:11:33,721 - mmaction - INFO - Epoch [156][520/1413] lr: 2.024e-01, eta: 1 day, 15:28:30, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.3142, top5_acc: 0.5611, loss_cls: 3.2814, loss: 3.2814, grad_norm: 1.4718 2020-10-08 07:11:53,298 - mmaction - INFO - Epoch [156][540/1413] lr: 2.024e-01, eta: 1 day, 15:28:09, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3202, top5_acc: 0.5680, loss_cls: 3.2766, loss: 3.2766, grad_norm: 1.4790 2020-10-08 07:12:12,769 - mmaction - INFO - Epoch [156][560/1413] lr: 2.024e-01, eta: 1 day, 15:27:49, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3204, top5_acc: 0.5634, loss_cls: 3.2443, loss: 3.2443, grad_norm: 1.4682 2020-10-08 07:12:32,383 - mmaction - INFO - Epoch [156][580/1413] lr: 2.024e-01, eta: 1 day, 15:27:29, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3122, top5_acc: 0.5612, loss_cls: 3.2586, loss: 3.2586, grad_norm: 1.4868 2020-10-08 07:12:52,016 - mmaction - INFO - Epoch [156][600/1413] lr: 2.024e-01, eta: 1 day, 15:27:08, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3102, top5_acc: 0.5557, loss_cls: 3.3086, loss: 3.3086, grad_norm: 1.4746 2020-10-08 07:13:11,685 - mmaction - INFO - Epoch [156][620/1413] lr: 2.024e-01, eta: 1 day, 15:26:48, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3210, top5_acc: 0.5637, loss_cls: 3.2802, loss: 3.2802, grad_norm: 1.4581 2020-10-08 07:13:31,317 - mmaction - INFO - Epoch [156][640/1413] lr: 2.024e-01, eta: 1 day, 15:26:28, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3214, top5_acc: 0.5527, loss_cls: 3.2783, loss: 3.2783, grad_norm: 1.4750 2020-10-08 07:13:50,935 - mmaction - INFO - Epoch [156][660/1413] lr: 2.024e-01, eta: 1 day, 15:26:07, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3214, top5_acc: 0.5628, loss_cls: 3.2736, loss: 3.2736, grad_norm: 1.4558 2020-10-08 07:14:10,551 - mmaction - INFO - Epoch [156][680/1413] lr: 2.024e-01, eta: 1 day, 15:25:47, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3267, top5_acc: 0.5599, loss_cls: 3.2652, loss: 3.2652, grad_norm: 1.4766 2020-10-08 07:14:30,103 - mmaction - INFO - Epoch [156][700/1413] lr: 2.024e-01, eta: 1 day, 15:25:27, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3206, top5_acc: 0.5618, loss_cls: 3.2615, loss: 3.2615, grad_norm: 1.4492 2020-10-08 07:14:49,794 - mmaction - INFO - Epoch [156][720/1413] lr: 2.024e-01, eta: 1 day, 15:25:06, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3158, top5_acc: 0.5505, loss_cls: 3.3254, loss: 3.3254, grad_norm: 1.4599 2020-10-08 07:15:09,434 - mmaction - INFO - Epoch [156][740/1413] lr: 2.024e-01, eta: 1 day, 15:24:46, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3207, top5_acc: 0.5617, loss_cls: 3.2952, loss: 3.2952, grad_norm: 1.4611 2020-10-08 07:15:29,030 - mmaction - INFO - Epoch [156][760/1413] lr: 2.024e-01, eta: 1 day, 15:24:26, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3238, top5_acc: 0.5645, loss_cls: 3.2474, loss: 3.2474, grad_norm: 1.4670 2020-10-08 07:15:48,626 - mmaction - INFO - Epoch [156][780/1413] lr: 2.024e-01, eta: 1 day, 15:24:05, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3240, top5_acc: 0.5617, loss_cls: 3.2780, loss: 3.2780, grad_norm: 1.4623 2020-10-08 07:16:08,198 - mmaction - INFO - Epoch [156][800/1413] lr: 2.024e-01, eta: 1 day, 15:23:45, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3199, top5_acc: 0.5600, loss_cls: 3.2840, loss: 3.2840, grad_norm: 1.4677 2020-10-08 07:16:27,771 - mmaction - INFO - Epoch [156][820/1413] lr: 2.024e-01, eta: 1 day, 15:23:24, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3234, top5_acc: 0.5665, loss_cls: 3.2588, loss: 3.2588, grad_norm: 1.4726 2020-10-08 07:16:47,374 - mmaction - INFO - Epoch [156][840/1413] lr: 2.024e-01, eta: 1 day, 15:23:04, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3164, top5_acc: 0.5603, loss_cls: 3.2783, loss: 3.2783, grad_norm: 1.4724 2020-10-08 07:17:06,959 - mmaction - INFO - Epoch [156][860/1413] lr: 2.024e-01, eta: 1 day, 15:22:44, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3224, top5_acc: 0.5716, loss_cls: 3.2406, loss: 3.2406, grad_norm: 1.4570 2020-10-08 07:17:26,440 - mmaction - INFO - Epoch [156][880/1413] lr: 2.024e-01, eta: 1 day, 15:22:23, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.3299, top5_acc: 0.5671, loss_cls: 3.2405, loss: 3.2405, grad_norm: 1.4810 2020-10-08 07:17:46,066 - mmaction - INFO - Epoch [156][900/1413] lr: 2.024e-01, eta: 1 day, 15:22:03, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3234, top5_acc: 0.5646, loss_cls: 3.2482, loss: 3.2482, grad_norm: 1.4637 2020-10-08 07:18:05,714 - mmaction - INFO - Epoch [156][920/1413] lr: 2.024e-01, eta: 1 day, 15:21:43, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3277, top5_acc: 0.5728, loss_cls: 3.2254, loss: 3.2254, grad_norm: 1.4731 2020-10-08 07:18:25,363 - mmaction - INFO - Epoch [156][940/1413] lr: 2.024e-01, eta: 1 day, 15:21:22, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3167, top5_acc: 0.5563, loss_cls: 3.3218, loss: 3.3218, grad_norm: 1.4789 2020-10-08 07:18:44,919 - mmaction - INFO - Epoch [156][960/1413] lr: 2.024e-01, eta: 1 day, 15:21:02, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3154, top5_acc: 0.5581, loss_cls: 3.2837, loss: 3.2837, grad_norm: 1.4621 2020-10-08 07:19:04,514 - mmaction - INFO - Epoch [156][980/1413] lr: 2.024e-01, eta: 1 day, 15:20:42, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3113, top5_acc: 0.5577, loss_cls: 3.3067, loss: 3.3067, grad_norm: 1.4622 2020-10-08 07:19:24,008 - mmaction - INFO - Epoch [156][1000/1413] lr: 2.024e-01, eta: 1 day, 15:20:21, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3212, top5_acc: 0.5628, loss_cls: 3.2493, loss: 3.2493, grad_norm: 1.4653 2020-10-08 07:19:43,521 - mmaction - INFO - Epoch [156][1020/1413] lr: 2.024e-01, eta: 1 day, 15:20:01, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3145, top5_acc: 0.5544, loss_cls: 3.3178, loss: 3.3178, grad_norm: 1.4699 2020-10-08 07:20:03,072 - mmaction - INFO - Epoch [156][1040/1413] lr: 2.024e-01, eta: 1 day, 15:19:40, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3152, top5_acc: 0.5513, loss_cls: 3.3114, loss: 3.3114, grad_norm: 1.4715 2020-10-08 07:20:22,509 - mmaction - INFO - Epoch [156][1060/1413] lr: 2.024e-01, eta: 1 day, 15:19:20, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3109, top5_acc: 0.5495, loss_cls: 3.3350, loss: 3.3350, grad_norm: 1.4787 2020-10-08 07:20:42,137 - mmaction - INFO - Epoch [156][1080/1413] lr: 2.024e-01, eta: 1 day, 15:19:00, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3288, top5_acc: 0.5603, loss_cls: 3.2657, loss: 3.2657, grad_norm: 1.4629 2020-10-08 07:21:01,726 - mmaction - INFO - Epoch [156][1100/1413] lr: 2.024e-01, eta: 1 day, 15:18:39, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3098, top5_acc: 0.5496, loss_cls: 3.3042, loss: 3.3042, grad_norm: 1.4699 2020-10-08 07:21:21,314 - mmaction - INFO - Epoch [156][1120/1413] lr: 2.024e-01, eta: 1 day, 15:18:19, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3253, top5_acc: 0.5608, loss_cls: 3.2641, loss: 3.2641, grad_norm: 1.4887 2020-10-08 07:21:40,855 - mmaction - INFO - Epoch [156][1140/1413] lr: 2.024e-01, eta: 1 day, 15:17:58, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3150, top5_acc: 0.5626, loss_cls: 3.2715, loss: 3.2715, grad_norm: 1.4917 2020-10-08 07:22:00,410 - mmaction - INFO - Epoch [156][1160/1413] lr: 2.024e-01, eta: 1 day, 15:17:38, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3138, top5_acc: 0.5543, loss_cls: 3.3071, loss: 3.3071, grad_norm: 1.4668 2020-10-08 07:22:20,057 - mmaction - INFO - Epoch [156][1180/1413] lr: 2.024e-01, eta: 1 day, 15:17:18, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3163, top5_acc: 0.5616, loss_cls: 3.2765, loss: 3.2765, grad_norm: 1.4765 2020-10-08 07:22:39,716 - mmaction - INFO - Epoch [156][1200/1413] lr: 2.024e-01, eta: 1 day, 15:16:57, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3216, top5_acc: 0.5667, loss_cls: 3.2658, loss: 3.2658, grad_norm: 1.4725 2020-10-08 07:22:59,344 - mmaction - INFO - Epoch [156][1220/1413] lr: 2.024e-01, eta: 1 day, 15:16:37, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3171, top5_acc: 0.5564, loss_cls: 3.3146, loss: 3.3146, grad_norm: 1.4753 2020-10-08 07:23:19,001 - mmaction - INFO - Epoch [156][1240/1413] lr: 2.024e-01, eta: 1 day, 15:16:17, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3230, top5_acc: 0.5660, loss_cls: 3.2441, loss: 3.2441, grad_norm: 1.4814 2020-10-08 07:23:38,647 - mmaction - INFO - Epoch [156][1260/1413] lr: 2.024e-01, eta: 1 day, 15:15:57, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3158, top5_acc: 0.5536, loss_cls: 3.2867, loss: 3.2867, grad_norm: 1.4554 2020-10-08 07:23:58,248 - mmaction - INFO - Epoch [156][1280/1413] lr: 2.024e-01, eta: 1 day, 15:15:36, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3223, top5_acc: 0.5645, loss_cls: 3.2727, loss: 3.2727, grad_norm: 1.4644 2020-10-08 07:24:17,871 - mmaction - INFO - Epoch [156][1300/1413] lr: 2.024e-01, eta: 1 day, 15:15:16, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3189, top5_acc: 0.5543, loss_cls: 3.3127, loss: 3.3127, grad_norm: 1.4746 2020-10-08 07:24:37,498 - mmaction - INFO - Epoch [156][1320/1413] lr: 2.024e-01, eta: 1 day, 15:14:56, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3268, top5_acc: 0.5639, loss_cls: 3.2626, loss: 3.2626, grad_norm: 1.4853 2020-10-08 07:24:57,065 - mmaction - INFO - Epoch [156][1340/1413] lr: 2.024e-01, eta: 1 day, 15:14:35, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3189, top5_acc: 0.5625, loss_cls: 3.2420, loss: 3.2420, grad_norm: 1.4521 2020-10-08 07:25:16,688 - mmaction - INFO - Epoch [156][1360/1413] lr: 2.024e-01, eta: 1 day, 15:14:15, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3299, top5_acc: 0.5633, loss_cls: 3.2483, loss: 3.2483, grad_norm: 1.4721 2020-10-08 07:25:36,261 - mmaction - INFO - Epoch [156][1380/1413] lr: 2.024e-01, eta: 1 day, 15:13:54, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3169, top5_acc: 0.5536, loss_cls: 3.3041, loss: 3.3041, grad_norm: 1.4887 2020-10-08 07:25:55,822 - mmaction - INFO - Epoch [156][1400/1413] lr: 2.024e-01, eta: 1 day, 15:13:34, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3243, top5_acc: 0.5641, loss_cls: 3.2713, loss: 3.2713, grad_norm: 1.4730 2020-10-08 07:26:59,468 - mmaction - INFO - Epoch [157][20/1413] lr: 1.989e-01, eta: 1 day, 15:13:17, time: 2.523, data_time: 1.441, memory: 8482, top1_acc: 0.3163, top5_acc: 0.5608, loss_cls: 3.2571, loss: 3.2571, grad_norm: 1.4692 2020-10-08 07:27:18,887 - mmaction - INFO - Epoch [157][40/1413] lr: 1.989e-01, eta: 1 day, 15:12:57, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3260, top5_acc: 0.5651, loss_cls: 3.2333, loss: 3.2333, grad_norm: 1.4804 2020-10-08 07:27:38,402 - mmaction - INFO - Epoch [157][60/1413] lr: 1.989e-01, eta: 1 day, 15:12:36, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3168, top5_acc: 0.5595, loss_cls: 3.2896, loss: 3.2896, grad_norm: 1.4785 2020-10-08 07:27:57,973 - mmaction - INFO - Epoch [157][80/1413] lr: 1.989e-01, eta: 1 day, 15:12:16, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3230, top5_acc: 0.5628, loss_cls: 3.2733, loss: 3.2733, grad_norm: 1.4784 2020-10-08 07:28:17,535 - mmaction - INFO - Epoch [157][100/1413] lr: 1.989e-01, eta: 1 day, 15:11:56, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3306, top5_acc: 0.5777, loss_cls: 3.2053, loss: 3.2053, grad_norm: 1.4829 2020-10-08 07:28:37,061 - mmaction - INFO - Epoch [157][120/1413] lr: 1.989e-01, eta: 1 day, 15:11:35, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3258, top5_acc: 0.5600, loss_cls: 3.2336, loss: 3.2336, grad_norm: 1.4780 2020-10-08 07:28:56,656 - mmaction - INFO - Epoch [157][140/1413] lr: 1.989e-01, eta: 1 day, 15:11:15, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3262, top5_acc: 0.5715, loss_cls: 3.2212, loss: 3.2212, grad_norm: 1.4648 2020-10-08 07:29:16,172 - mmaction - INFO - Epoch [157][160/1413] lr: 1.989e-01, eta: 1 day, 15:10:54, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.3102, top5_acc: 0.5526, loss_cls: 3.3022, loss: 3.3022, grad_norm: 1.4913 2020-10-08 07:29:35,761 - mmaction - INFO - Epoch [157][180/1413] lr: 1.989e-01, eta: 1 day, 15:10:34, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3181, top5_acc: 0.5536, loss_cls: 3.2873, loss: 3.2873, grad_norm: 1.4731 2020-10-08 07:29:55,333 - mmaction - INFO - Epoch [157][200/1413] lr: 1.989e-01, eta: 1 day, 15:10:14, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3215, top5_acc: 0.5642, loss_cls: 3.2541, loss: 3.2541, grad_norm: 1.4560 2020-10-08 07:30:14,048 - mmaction - INFO - Epoch [157][220/1413] lr: 1.989e-01, eta: 1 day, 15:09:53, time: 0.936, data_time: 0.002, memory: 8482, top1_acc: 0.3298, top5_acc: 0.5694, loss_cls: 3.2205, loss: 3.2205, grad_norm: 1.4986 2020-10-08 07:30:33,601 - mmaction - INFO - Epoch [157][240/1413] lr: 1.989e-01, eta: 1 day, 15:09:32, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3284, top5_acc: 0.5682, loss_cls: 3.2330, loss: 3.2330, grad_norm: 1.4662 2020-10-08 07:30:53,259 - mmaction - INFO - Epoch [157][260/1413] lr: 1.989e-01, eta: 1 day, 15:09:12, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3290, top5_acc: 0.5663, loss_cls: 3.2359, loss: 3.2359, grad_norm: 1.4996 2020-10-08 07:31:12,985 - mmaction - INFO - Epoch [157][280/1413] lr: 1.989e-01, eta: 1 day, 15:08:52, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3237, top5_acc: 0.5581, loss_cls: 3.2592, loss: 3.2592, grad_norm: 1.4648 2020-10-08 07:31:32,619 - mmaction - INFO - Epoch [157][300/1413] lr: 1.989e-01, eta: 1 day, 15:08:31, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3206, top5_acc: 0.5613, loss_cls: 3.2765, loss: 3.2765, grad_norm: 1.4869 2020-10-08 07:31:52,277 - mmaction - INFO - Epoch [157][320/1413] lr: 1.989e-01, eta: 1 day, 15:08:11, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3267, top5_acc: 0.5684, loss_cls: 3.2242, loss: 3.2242, grad_norm: 1.4818 2020-10-08 07:32:12,040 - mmaction - INFO - Epoch [157][340/1413] lr: 1.989e-01, eta: 1 day, 15:07:51, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3233, top5_acc: 0.5727, loss_cls: 3.2283, loss: 3.2283, grad_norm: 1.4886 2020-10-08 07:32:31,699 - mmaction - INFO - Epoch [157][360/1413] lr: 1.989e-01, eta: 1 day, 15:07:31, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3191, top5_acc: 0.5645, loss_cls: 3.2946, loss: 3.2946, grad_norm: 1.4976 2020-10-08 07:32:51,313 - mmaction - INFO - Epoch [157][380/1413] lr: 1.989e-01, eta: 1 day, 15:07:10, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3168, top5_acc: 0.5628, loss_cls: 3.2690, loss: 3.2690, grad_norm: 1.4993 2020-10-08 07:33:10,755 - mmaction - INFO - Epoch [157][400/1413] lr: 1.989e-01, eta: 1 day, 15:06:50, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3212, top5_acc: 0.5641, loss_cls: 3.2470, loss: 3.2470, grad_norm: 1.4705 2020-10-08 07:33:30,387 - mmaction - INFO - Epoch [157][420/1413] lr: 1.989e-01, eta: 1 day, 15:06:29, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3292, top5_acc: 0.5616, loss_cls: 3.2553, loss: 3.2553, grad_norm: 1.4886 2020-10-08 07:33:49,960 - mmaction - INFO - Epoch [157][440/1413] lr: 1.989e-01, eta: 1 day, 15:06:09, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3167, top5_acc: 0.5574, loss_cls: 3.2825, loss: 3.2825, grad_norm: 1.4886 2020-10-08 07:34:09,539 - mmaction - INFO - Epoch [157][460/1413] lr: 1.989e-01, eta: 1 day, 15:05:49, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3212, top5_acc: 0.5663, loss_cls: 3.2520, loss: 3.2520, grad_norm: 1.4731 2020-10-08 07:34:29,142 - mmaction - INFO - Epoch [157][480/1413] lr: 1.989e-01, eta: 1 day, 15:05:28, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3259, top5_acc: 0.5586, loss_cls: 3.2396, loss: 3.2396, grad_norm: 1.4716 2020-10-08 07:34:48,777 - mmaction - INFO - Epoch [157][500/1413] lr: 1.989e-01, eta: 1 day, 15:05:08, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3316, top5_acc: 0.5708, loss_cls: 3.2177, loss: 3.2177, grad_norm: 1.4948 2020-10-08 07:35:08,354 - mmaction - INFO - Epoch [157][520/1413] lr: 1.989e-01, eta: 1 day, 15:04:48, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3117, top5_acc: 0.5612, loss_cls: 3.2881, loss: 3.2881, grad_norm: 1.4691 2020-10-08 07:35:27,905 - mmaction - INFO - Epoch [157][540/1413] lr: 1.989e-01, eta: 1 day, 15:04:27, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.3197, top5_acc: 0.5604, loss_cls: 3.2771, loss: 3.2771, grad_norm: 1.4683 2020-10-08 07:35:47,538 - mmaction - INFO - Epoch [157][560/1413] lr: 1.989e-01, eta: 1 day, 15:04:07, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3284, top5_acc: 0.5677, loss_cls: 3.2181, loss: 3.2181, grad_norm: 1.4874 2020-10-08 07:36:07,074 - mmaction - INFO - Epoch [157][580/1413] lr: 1.989e-01, eta: 1 day, 15:03:47, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.3262, top5_acc: 0.5665, loss_cls: 3.2372, loss: 3.2372, grad_norm: 1.4823 2020-10-08 07:36:26,765 - mmaction - INFO - Epoch [157][600/1413] lr: 1.989e-01, eta: 1 day, 15:03:26, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3333, top5_acc: 0.5701, loss_cls: 3.2460, loss: 3.2460, grad_norm: 1.4713 2020-10-08 07:36:46,316 - mmaction - INFO - Epoch [157][620/1413] lr: 1.989e-01, eta: 1 day, 15:03:06, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3344, top5_acc: 0.5621, loss_cls: 3.2371, loss: 3.2371, grad_norm: 1.4749 2020-10-08 07:37:05,866 - mmaction - INFO - Epoch [157][640/1413] lr: 1.989e-01, eta: 1 day, 15:02:46, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3289, top5_acc: 0.5661, loss_cls: 3.2347, loss: 3.2347, grad_norm: 1.4901 2020-10-08 07:37:25,459 - mmaction - INFO - Epoch [157][660/1413] lr: 1.989e-01, eta: 1 day, 15:02:25, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3223, top5_acc: 0.5542, loss_cls: 3.2932, loss: 3.2932, grad_norm: 1.4831 2020-10-08 07:37:45,124 - mmaction - INFO - Epoch [157][680/1413] lr: 1.989e-01, eta: 1 day, 15:02:05, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3254, top5_acc: 0.5628, loss_cls: 3.2567, loss: 3.2567, grad_norm: 1.4714 2020-10-08 07:38:04,801 - mmaction - INFO - Epoch [157][700/1413] lr: 1.989e-01, eta: 1 day, 15:01:45, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3236, top5_acc: 0.5723, loss_cls: 3.2400, loss: 3.2400, grad_norm: 1.4956 2020-10-08 07:38:24,403 - mmaction - INFO - Epoch [157][720/1413] lr: 1.989e-01, eta: 1 day, 15:01:24, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3215, top5_acc: 0.5685, loss_cls: 3.2456, loss: 3.2456, grad_norm: 1.4833 2020-10-08 07:38:44,068 - mmaction - INFO - Epoch [157][740/1413] lr: 1.989e-01, eta: 1 day, 15:01:04, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3273, top5_acc: 0.5624, loss_cls: 3.2375, loss: 3.2375, grad_norm: 1.4722 2020-10-08 07:39:03,806 - mmaction - INFO - Epoch [157][760/1413] lr: 1.989e-01, eta: 1 day, 15:00:44, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3322, top5_acc: 0.5702, loss_cls: 3.2139, loss: 3.2139, grad_norm: 1.5088 2020-10-08 07:39:23,519 - mmaction - INFO - Epoch [157][780/1413] lr: 1.989e-01, eta: 1 day, 15:00:24, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.3221, top5_acc: 0.5602, loss_cls: 3.2555, loss: 3.2555, grad_norm: 1.4632 2020-10-08 07:39:43,227 - mmaction - INFO - Epoch [157][800/1413] lr: 1.989e-01, eta: 1 day, 15:00:03, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3206, top5_acc: 0.5635, loss_cls: 3.2653, loss: 3.2653, grad_norm: 1.4951 2020-10-08 07:40:02,814 - mmaction - INFO - Epoch [157][820/1413] lr: 1.989e-01, eta: 1 day, 14:59:43, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3169, top5_acc: 0.5534, loss_cls: 3.3167, loss: 3.3167, grad_norm: 1.4674 2020-10-08 07:40:22,414 - mmaction - INFO - Epoch [157][840/1413] lr: 1.989e-01, eta: 1 day, 14:59:23, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3249, top5_acc: 0.5707, loss_cls: 3.2373, loss: 3.2373, grad_norm: 1.5039 2020-10-08 07:40:42,000 - mmaction - INFO - Epoch [157][860/1413] lr: 1.989e-01, eta: 1 day, 14:59:02, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3204, top5_acc: 0.5604, loss_cls: 3.2810, loss: 3.2810, grad_norm: 1.4915 2020-10-08 07:41:01,536 - mmaction - INFO - Epoch [157][880/1413] lr: 1.989e-01, eta: 1 day, 14:58:42, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3331, top5_acc: 0.5749, loss_cls: 3.1960, loss: 3.1960, grad_norm: 1.4935 2020-10-08 07:41:21,087 - mmaction - INFO - Epoch [157][900/1413] lr: 1.989e-01, eta: 1 day, 14:58:21, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3255, top5_acc: 0.5663, loss_cls: 3.2288, loss: 3.2288, grad_norm: 1.4891 2020-10-08 07:41:40,681 - mmaction - INFO - Epoch [157][920/1413] lr: 1.989e-01, eta: 1 day, 14:58:01, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.3216, top5_acc: 0.5674, loss_cls: 3.2472, loss: 3.2472, grad_norm: 1.4996 2020-10-08 07:42:00,339 - mmaction - INFO - Epoch [157][940/1413] lr: 1.989e-01, eta: 1 day, 14:57:41, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3270, top5_acc: 0.5618, loss_cls: 3.2382, loss: 3.2382, grad_norm: 1.4826 2020-10-08 07:42:20,060 - mmaction - INFO - Epoch [157][960/1413] lr: 1.989e-01, eta: 1 day, 14:57:21, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.3174, top5_acc: 0.5616, loss_cls: 3.2636, loss: 3.2636, grad_norm: 1.4787 2020-10-08 07:42:39,646 - mmaction - INFO - Epoch [157][980/1413] lr: 1.989e-01, eta: 1 day, 14:57:00, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3099, top5_acc: 0.5599, loss_cls: 3.2886, loss: 3.2886, grad_norm: 1.4824 2020-10-08 07:42:59,366 - mmaction - INFO - Epoch [157][1000/1413] lr: 1.989e-01, eta: 1 day, 14:56:40, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3207, top5_acc: 0.5562, loss_cls: 3.2634, loss: 3.2634, grad_norm: 1.5032 2020-10-08 07:43:19,002 - mmaction - INFO - Epoch [157][1020/1413] lr: 1.989e-01, eta: 1 day, 14:56:20, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3214, top5_acc: 0.5630, loss_cls: 3.2878, loss: 3.2878, grad_norm: 1.4910 2020-10-08 07:43:38,607 - mmaction - INFO - Epoch [157][1040/1413] lr: 1.989e-01, eta: 1 day, 14:55:59, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3121, top5_acc: 0.5603, loss_cls: 3.2889, loss: 3.2889, grad_norm: 1.4725 2020-10-08 07:43:58,205 - mmaction - INFO - Epoch [157][1060/1413] lr: 1.989e-01, eta: 1 day, 14:55:39, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3250, top5_acc: 0.5576, loss_cls: 3.2575, loss: 3.2575, grad_norm: 1.4727 2020-10-08 07:44:17,779 - mmaction - INFO - Epoch [157][1080/1413] lr: 1.989e-01, eta: 1 day, 14:55:19, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3257, top5_acc: 0.5630, loss_cls: 3.2319, loss: 3.2319, grad_norm: 1.4787 2020-10-08 07:44:37,439 - mmaction - INFO - Epoch [157][1100/1413] lr: 1.989e-01, eta: 1 day, 14:54:58, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3173, top5_acc: 0.5656, loss_cls: 3.2591, loss: 3.2591, grad_norm: 1.4771 2020-10-08 07:44:57,152 - mmaction - INFO - Epoch [157][1120/1413] lr: 1.989e-01, eta: 1 day, 14:54:38, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3259, top5_acc: 0.5608, loss_cls: 3.2648, loss: 3.2648, grad_norm: 1.4660 2020-10-08 07:45:16,893 - mmaction - INFO - Epoch [157][1140/1413] lr: 1.989e-01, eta: 1 day, 14:54:18, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3260, top5_acc: 0.5534, loss_cls: 3.3155, loss: 3.3155, grad_norm: 1.4643 2020-10-08 07:45:36,487 - mmaction - INFO - Epoch [157][1160/1413] lr: 1.989e-01, eta: 1 day, 14:53:58, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3204, top5_acc: 0.5613, loss_cls: 3.2764, loss: 3.2764, grad_norm: 1.5039 2020-10-08 07:45:56,134 - mmaction - INFO - Epoch [157][1180/1413] lr: 1.989e-01, eta: 1 day, 14:53:37, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3253, top5_acc: 0.5586, loss_cls: 3.2882, loss: 3.2882, grad_norm: 1.4782 2020-10-08 07:46:15,730 - mmaction - INFO - Epoch [157][1200/1413] lr: 1.989e-01, eta: 1 day, 14:53:17, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3173, top5_acc: 0.5572, loss_cls: 3.2925, loss: 3.2925, grad_norm: 1.4922 2020-10-08 07:46:35,373 - mmaction - INFO - Epoch [157][1220/1413] lr: 1.989e-01, eta: 1 day, 14:52:57, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3207, top5_acc: 0.5638, loss_cls: 3.2573, loss: 3.2573, grad_norm: 1.4612 2020-10-08 07:46:55,020 - mmaction - INFO - Epoch [157][1240/1413] lr: 1.989e-01, eta: 1 day, 14:52:36, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3306, top5_acc: 0.5750, loss_cls: 3.2018, loss: 3.2018, grad_norm: 1.4626 2020-10-08 07:47:14,537 - mmaction - INFO - Epoch [157][1260/1413] lr: 1.989e-01, eta: 1 day, 14:52:16, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3203, top5_acc: 0.5712, loss_cls: 3.2519, loss: 3.2519, grad_norm: 1.5002 2020-10-08 07:47:34,155 - mmaction - INFO - Epoch [157][1280/1413] lr: 1.989e-01, eta: 1 day, 14:51:56, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3246, top5_acc: 0.5639, loss_cls: 3.2705, loss: 3.2705, grad_norm: 1.4645 2020-10-08 07:47:53,778 - mmaction - INFO - Epoch [157][1300/1413] lr: 1.989e-01, eta: 1 day, 14:51:35, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3219, top5_acc: 0.5555, loss_cls: 3.2919, loss: 3.2919, grad_norm: 1.4954 2020-10-08 07:48:13,386 - mmaction - INFO - Epoch [157][1320/1413] lr: 1.989e-01, eta: 1 day, 14:51:15, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3276, top5_acc: 0.5717, loss_cls: 3.2416, loss: 3.2416, grad_norm: 1.4973 2020-10-08 07:48:32,881 - mmaction - INFO - Epoch [157][1340/1413] lr: 1.989e-01, eta: 1 day, 14:50:55, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.3094, top5_acc: 0.5583, loss_cls: 3.2799, loss: 3.2799, grad_norm: 1.4816 2020-10-08 07:48:52,565 - mmaction - INFO - Epoch [157][1360/1413] lr: 1.989e-01, eta: 1 day, 14:50:34, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3155, top5_acc: 0.5512, loss_cls: 3.3072, loss: 3.3072, grad_norm: 1.4828 2020-10-08 07:49:12,159 - mmaction - INFO - Epoch [157][1380/1413] lr: 1.989e-01, eta: 1 day, 14:50:14, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3177, top5_acc: 0.5578, loss_cls: 3.2805, loss: 3.2805, grad_norm: 1.4850 2020-10-08 07:49:31,750 - mmaction - INFO - Epoch [157][1400/1413] lr: 1.989e-01, eta: 1 day, 14:49:54, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3102, top5_acc: 0.5536, loss_cls: 3.3140, loss: 3.3140, grad_norm: 1.4768 2020-10-08 07:50:34,914 - mmaction - INFO - Epoch [158][20/1413] lr: 1.955e-01, eta: 1 day, 14:49:36, time: 2.491, data_time: 1.487, memory: 8482, top1_acc: 0.3210, top5_acc: 0.5668, loss_cls: 3.2465, loss: 3.2465, grad_norm: 1.4758 2020-10-08 07:50:54,236 - mmaction - INFO - Epoch [158][40/1413] lr: 1.955e-01, eta: 1 day, 14:49:15, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3286, top5_acc: 0.5689, loss_cls: 3.2556, loss: 3.2556, grad_norm: 1.4830 2020-10-08 07:51:13,729 - mmaction - INFO - Epoch [158][60/1413] lr: 1.955e-01, eta: 1 day, 14:48:55, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3277, top5_acc: 0.5677, loss_cls: 3.2275, loss: 3.2275, grad_norm: 1.5055 2020-10-08 07:51:33,367 - mmaction - INFO - Epoch [158][80/1413] lr: 1.955e-01, eta: 1 day, 14:48:35, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3223, top5_acc: 0.5676, loss_cls: 3.2409, loss: 3.2409, grad_norm: 1.4821 2020-10-08 07:51:53,002 - mmaction - INFO - Epoch [158][100/1413] lr: 1.955e-01, eta: 1 day, 14:48:14, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3259, top5_acc: 0.5746, loss_cls: 3.2176, loss: 3.2176, grad_norm: 1.4859 2020-10-08 07:52:12,605 - mmaction - INFO - Epoch [158][120/1413] lr: 1.955e-01, eta: 1 day, 14:47:54, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3275, top5_acc: 0.5659, loss_cls: 3.2452, loss: 3.2452, grad_norm: 1.4935 2020-10-08 07:52:32,181 - mmaction - INFO - Epoch [158][140/1413] lr: 1.955e-01, eta: 1 day, 14:47:34, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3243, top5_acc: 0.5600, loss_cls: 3.2630, loss: 3.2630, grad_norm: 1.5116 2020-10-08 07:52:51,822 - mmaction - INFO - Epoch [158][160/1413] lr: 1.955e-01, eta: 1 day, 14:47:13, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3310, top5_acc: 0.5694, loss_cls: 3.2261, loss: 3.2261, grad_norm: 1.4937 2020-10-08 07:53:11,381 - mmaction - INFO - Epoch [158][180/1413] lr: 1.955e-01, eta: 1 day, 14:46:53, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.3315, top5_acc: 0.5701, loss_cls: 3.1952, loss: 3.1952, grad_norm: 1.5017 2020-10-08 07:53:31,016 - mmaction - INFO - Epoch [158][200/1413] lr: 1.955e-01, eta: 1 day, 14:46:33, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3327, top5_acc: 0.5775, loss_cls: 3.2005, loss: 3.2005, grad_norm: 1.4930 2020-10-08 07:53:50,693 - mmaction - INFO - Epoch [158][220/1413] lr: 1.955e-01, eta: 1 day, 14:46:12, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3296, top5_acc: 0.5681, loss_cls: 3.2248, loss: 3.2248, grad_norm: 1.5061 2020-10-08 07:54:10,333 - mmaction - INFO - Epoch [158][240/1413] lr: 1.955e-01, eta: 1 day, 14:45:52, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3311, top5_acc: 0.5704, loss_cls: 3.2018, loss: 3.2018, grad_norm: 1.4809 2020-10-08 07:54:30,053 - mmaction - INFO - Epoch [158][260/1413] lr: 1.955e-01, eta: 1 day, 14:45:32, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.3188, top5_acc: 0.5638, loss_cls: 3.2724, loss: 3.2724, grad_norm: 1.4914 2020-10-08 07:54:49,728 - mmaction - INFO - Epoch [158][280/1413] lr: 1.955e-01, eta: 1 day, 14:45:12, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3224, top5_acc: 0.5603, loss_cls: 3.2753, loss: 3.2753, grad_norm: 1.4979 2020-10-08 07:55:09,479 - mmaction - INFO - Epoch [158][300/1413] lr: 1.955e-01, eta: 1 day, 14:44:51, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3254, top5_acc: 0.5583, loss_cls: 3.2583, loss: 3.2583, grad_norm: 1.4755 2020-10-08 07:55:29,149 - mmaction - INFO - Epoch [158][320/1413] lr: 1.955e-01, eta: 1 day, 14:44:31, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3306, top5_acc: 0.5634, loss_cls: 3.2385, loss: 3.2385, grad_norm: 1.4982 2020-10-08 07:55:48,758 - mmaction - INFO - Epoch [158][340/1413] lr: 1.955e-01, eta: 1 day, 14:44:11, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3224, top5_acc: 0.5622, loss_cls: 3.2385, loss: 3.2385, grad_norm: 1.4938 2020-10-08 07:56:08,385 - mmaction - INFO - Epoch [158][360/1413] lr: 1.955e-01, eta: 1 day, 14:43:50, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3201, top5_acc: 0.5629, loss_cls: 3.2769, loss: 3.2769, grad_norm: 1.4982 2020-10-08 07:56:27,912 - mmaction - INFO - Epoch [158][380/1413] lr: 1.955e-01, eta: 1 day, 14:43:30, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3227, top5_acc: 0.5651, loss_cls: 3.2545, loss: 3.2545, grad_norm: 1.4945 2020-10-08 07:56:47,535 - mmaction - INFO - Epoch [158][400/1413] lr: 1.955e-01, eta: 1 day, 14:43:10, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3206, top5_acc: 0.5634, loss_cls: 3.2588, loss: 3.2588, grad_norm: 1.4892 2020-10-08 07:57:07,221 - mmaction - INFO - Epoch [158][420/1413] lr: 1.955e-01, eta: 1 day, 14:42:50, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3199, top5_acc: 0.5608, loss_cls: 3.2965, loss: 3.2965, grad_norm: 1.4876 2020-10-08 07:57:26,902 - mmaction - INFO - Epoch [158][440/1413] lr: 1.955e-01, eta: 1 day, 14:42:29, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3215, top5_acc: 0.5583, loss_cls: 3.2626, loss: 3.2626, grad_norm: 1.4890 2020-10-08 07:57:46,553 - mmaction - INFO - Epoch [158][460/1413] lr: 1.955e-01, eta: 1 day, 14:42:09, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3263, top5_acc: 0.5651, loss_cls: 3.2695, loss: 3.2695, grad_norm: 1.4863 2020-10-08 07:58:06,265 - mmaction - INFO - Epoch [158][480/1413] lr: 1.955e-01, eta: 1 day, 14:41:49, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3335, top5_acc: 0.5688, loss_cls: 3.2018, loss: 3.2018, grad_norm: 1.4768 2020-10-08 07:58:25,871 - mmaction - INFO - Epoch [158][500/1413] lr: 1.955e-01, eta: 1 day, 14:41:28, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3249, top5_acc: 0.5655, loss_cls: 3.2546, loss: 3.2546, grad_norm: 1.4922 2020-10-08 07:58:45,526 - mmaction - INFO - Epoch [158][520/1413] lr: 1.955e-01, eta: 1 day, 14:41:08, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3198, top5_acc: 0.5678, loss_cls: 3.2215, loss: 3.2215, grad_norm: 1.4604 2020-10-08 07:59:05,223 - mmaction - INFO - Epoch [158][540/1413] lr: 1.955e-01, eta: 1 day, 14:40:48, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3225, top5_acc: 0.5682, loss_cls: 3.2649, loss: 3.2649, grad_norm: 1.4981 2020-10-08 07:59:24,840 - mmaction - INFO - Epoch [158][560/1413] lr: 1.955e-01, eta: 1 day, 14:40:28, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3208, top5_acc: 0.5611, loss_cls: 3.2589, loss: 3.2589, grad_norm: 1.4843 2020-10-08 07:59:44,476 - mmaction - INFO - Epoch [158][580/1413] lr: 1.955e-01, eta: 1 day, 14:40:07, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3276, top5_acc: 0.5661, loss_cls: 3.2319, loss: 3.2319, grad_norm: 1.4872 2020-10-08 08:00:05,199 - mmaction - INFO - Epoch [158][600/1413] lr: 1.955e-01, eta: 1 day, 14:39:48, time: 1.025, data_time: 0.002, memory: 8482, top1_acc: 0.3184, top5_acc: 0.5570, loss_cls: 3.2936, loss: 3.2936, grad_norm: 1.4720 2020-10-08 08:00:24,189 - mmaction - INFO - Epoch [158][620/1413] lr: 1.955e-01, eta: 1 day, 14:39:27, time: 0.960, data_time: 0.013, memory: 8482, top1_acc: 0.3243, top5_acc: 0.5633, loss_cls: 3.2480, loss: 3.2480, grad_norm: 1.4800 2020-10-08 08:00:43,801 - mmaction - INFO - Epoch [158][640/1413] lr: 1.955e-01, eta: 1 day, 14:39:07, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3251, top5_acc: 0.5650, loss_cls: 3.2473, loss: 3.2473, grad_norm: 1.4996 2020-10-08 08:01:03,557 - mmaction - INFO - Epoch [158][660/1413] lr: 1.955e-01, eta: 1 day, 14:38:47, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3224, top5_acc: 0.5703, loss_cls: 3.2322, loss: 3.2322, grad_norm: 1.4811 2020-10-08 08:01:23,276 - mmaction - INFO - Epoch [158][680/1413] lr: 1.955e-01, eta: 1 day, 14:38:26, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3255, top5_acc: 0.5669, loss_cls: 3.2236, loss: 3.2236, grad_norm: 1.4902 2020-10-08 08:01:42,856 - mmaction - INFO - Epoch [158][700/1413] lr: 1.955e-01, eta: 1 day, 14:38:06, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3230, top5_acc: 0.5632, loss_cls: 3.2665, loss: 3.2665, grad_norm: 1.4880 2020-10-08 08:02:02,613 - mmaction - INFO - Epoch [158][720/1413] lr: 1.955e-01, eta: 1 day, 14:37:46, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3260, top5_acc: 0.5677, loss_cls: 3.2275, loss: 3.2275, grad_norm: 1.4799 2020-10-08 08:02:22,268 - mmaction - INFO - Epoch [158][740/1413] lr: 1.955e-01, eta: 1 day, 14:37:25, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3245, top5_acc: 0.5612, loss_cls: 3.2333, loss: 3.2333, grad_norm: 1.4751 2020-10-08 08:02:41,877 - mmaction - INFO - Epoch [158][760/1413] lr: 1.955e-01, eta: 1 day, 14:37:05, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3240, top5_acc: 0.5654, loss_cls: 3.2657, loss: 3.2657, grad_norm: 1.4745 2020-10-08 08:03:01,429 - mmaction - INFO - Epoch [158][780/1413] lr: 1.955e-01, eta: 1 day, 14:36:45, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.3323, top5_acc: 0.5737, loss_cls: 3.2308, loss: 3.2308, grad_norm: 1.4791 2020-10-08 08:03:21,049 - mmaction - INFO - Epoch [158][800/1413] lr: 1.955e-01, eta: 1 day, 14:36:24, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3283, top5_acc: 0.5659, loss_cls: 3.2266, loss: 3.2266, grad_norm: 1.4873 2020-10-08 08:03:40,580 - mmaction - INFO - Epoch [158][820/1413] lr: 1.955e-01, eta: 1 day, 14:36:04, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3451, top5_acc: 0.5789, loss_cls: 3.1672, loss: 3.1672, grad_norm: 1.4943 2020-10-08 08:04:00,194 - mmaction - INFO - Epoch [158][840/1413] lr: 1.955e-01, eta: 1 day, 14:35:44, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3220, top5_acc: 0.5629, loss_cls: 3.2438, loss: 3.2438, grad_norm: 1.5062 2020-10-08 08:04:19,882 - mmaction - INFO - Epoch [158][860/1413] lr: 1.955e-01, eta: 1 day, 14:35:23, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3220, top5_acc: 0.5641, loss_cls: 3.2667, loss: 3.2667, grad_norm: 1.5108 2020-10-08 08:04:39,496 - mmaction - INFO - Epoch [158][880/1413] lr: 1.955e-01, eta: 1 day, 14:35:03, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3301, top5_acc: 0.5624, loss_cls: 3.2580, loss: 3.2580, grad_norm: 1.4576 2020-10-08 08:04:59,157 - mmaction - INFO - Epoch [158][900/1413] lr: 1.955e-01, eta: 1 day, 14:34:43, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3116, top5_acc: 0.5622, loss_cls: 3.2789, loss: 3.2789, grad_norm: 1.4697 2020-10-08 08:05:18,803 - mmaction - INFO - Epoch [158][920/1413] lr: 1.955e-01, eta: 1 day, 14:34:23, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3264, top5_acc: 0.5660, loss_cls: 3.2485, loss: 3.2485, grad_norm: 1.4939 2020-10-08 08:05:38,353 - mmaction - INFO - Epoch [158][940/1413] lr: 1.955e-01, eta: 1 day, 14:34:02, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3208, top5_acc: 0.5708, loss_cls: 3.2362, loss: 3.2362, grad_norm: 1.5012 2020-10-08 08:05:58,100 - mmaction - INFO - Epoch [158][960/1413] lr: 1.955e-01, eta: 1 day, 14:33:42, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3253, top5_acc: 0.5641, loss_cls: 3.2236, loss: 3.2236, grad_norm: 1.4797 2020-10-08 08:06:17,730 - mmaction - INFO - Epoch [158][980/1413] lr: 1.955e-01, eta: 1 day, 14:33:22, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3271, top5_acc: 0.5684, loss_cls: 3.2409, loss: 3.2409, grad_norm: 1.4922 2020-10-08 08:06:37,360 - mmaction - INFO - Epoch [158][1000/1413] lr: 1.955e-01, eta: 1 day, 14:33:01, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3223, top5_acc: 0.5646, loss_cls: 3.2541, loss: 3.2541, grad_norm: 1.4870 2020-10-08 08:06:56,993 - mmaction - INFO - Epoch [158][1020/1413] lr: 1.955e-01, eta: 1 day, 14:32:41, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3212, top5_acc: 0.5693, loss_cls: 3.2536, loss: 3.2536, grad_norm: 1.5018 2020-10-08 08:07:16,548 - mmaction - INFO - Epoch [158][1040/1413] lr: 1.955e-01, eta: 1 day, 14:32:21, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3182, top5_acc: 0.5581, loss_cls: 3.2712, loss: 3.2712, grad_norm: 1.5045 2020-10-08 08:07:36,097 - mmaction - INFO - Epoch [158][1060/1413] lr: 1.955e-01, eta: 1 day, 14:32:00, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3273, top5_acc: 0.5711, loss_cls: 3.2320, loss: 3.2320, grad_norm: 1.4903 2020-10-08 08:07:55,708 - mmaction - INFO - Epoch [158][1080/1413] lr: 1.955e-01, eta: 1 day, 14:31:40, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3299, top5_acc: 0.5699, loss_cls: 3.2538, loss: 3.2538, grad_norm: 1.4892 2020-10-08 08:08:15,369 - mmaction - INFO - Epoch [158][1100/1413] lr: 1.955e-01, eta: 1 day, 14:31:20, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3236, top5_acc: 0.5607, loss_cls: 3.2930, loss: 3.2930, grad_norm: 1.5079 2020-10-08 08:08:35,045 - mmaction - INFO - Epoch [158][1120/1413] lr: 1.955e-01, eta: 1 day, 14:31:00, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3271, top5_acc: 0.5674, loss_cls: 3.2405, loss: 3.2405, grad_norm: 1.4944 2020-10-08 08:08:54,755 - mmaction - INFO - Epoch [158][1140/1413] lr: 1.955e-01, eta: 1 day, 14:30:39, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3236, top5_acc: 0.5564, loss_cls: 3.2882, loss: 3.2882, grad_norm: 1.4996 2020-10-08 08:09:14,373 - mmaction - INFO - Epoch [158][1160/1413] lr: 1.955e-01, eta: 1 day, 14:30:19, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3160, top5_acc: 0.5512, loss_cls: 3.2944, loss: 3.2944, grad_norm: 1.4970 2020-10-08 08:09:34,040 - mmaction - INFO - Epoch [158][1180/1413] lr: 1.955e-01, eta: 1 day, 14:29:59, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3263, top5_acc: 0.5667, loss_cls: 3.2221, loss: 3.2221, grad_norm: 1.4835 2020-10-08 08:09:53,632 - mmaction - INFO - Epoch [158][1200/1413] lr: 1.955e-01, eta: 1 day, 14:29:38, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3201, top5_acc: 0.5629, loss_cls: 3.2415, loss: 3.2415, grad_norm: 1.5046 2020-10-08 08:10:13,275 - mmaction - INFO - Epoch [158][1220/1413] lr: 1.955e-01, eta: 1 day, 14:29:18, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3241, top5_acc: 0.5661, loss_cls: 3.2124, loss: 3.2124, grad_norm: 1.5093 2020-10-08 08:10:32,834 - mmaction - INFO - Epoch [158][1240/1413] lr: 1.955e-01, eta: 1 day, 14:28:58, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3148, top5_acc: 0.5557, loss_cls: 3.2905, loss: 3.2905, grad_norm: 1.4863 2020-10-08 08:10:52,436 - mmaction - INFO - Epoch [158][1260/1413] lr: 1.955e-01, eta: 1 day, 14:28:37, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3223, top5_acc: 0.5669, loss_cls: 3.2457, loss: 3.2457, grad_norm: 1.5006 2020-10-08 08:11:12,098 - mmaction - INFO - Epoch [158][1280/1413] lr: 1.955e-01, eta: 1 day, 14:28:17, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3182, top5_acc: 0.5608, loss_cls: 3.2878, loss: 3.2878, grad_norm: 1.4672 2020-10-08 08:11:31,734 - mmaction - INFO - Epoch [158][1300/1413] lr: 1.955e-01, eta: 1 day, 14:27:57, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3193, top5_acc: 0.5595, loss_cls: 3.2819, loss: 3.2819, grad_norm: 1.4876 2020-10-08 08:11:51,446 - mmaction - INFO - Epoch [158][1320/1413] lr: 1.955e-01, eta: 1 day, 14:27:37, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3198, top5_acc: 0.5611, loss_cls: 3.2662, loss: 3.2662, grad_norm: 1.4902 2020-10-08 08:12:11,104 - mmaction - INFO - Epoch [158][1340/1413] lr: 1.955e-01, eta: 1 day, 14:27:16, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3272, top5_acc: 0.5674, loss_cls: 3.2580, loss: 3.2580, grad_norm: 1.4911 2020-10-08 08:12:30,768 - mmaction - INFO - Epoch [158][1360/1413] lr: 1.955e-01, eta: 1 day, 14:26:56, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3233, top5_acc: 0.5592, loss_cls: 3.2662, loss: 3.2662, grad_norm: 1.5251 2020-10-08 08:12:50,562 - mmaction - INFO - Epoch [158][1380/1413] lr: 1.955e-01, eta: 1 day, 14:26:36, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.3238, top5_acc: 0.5652, loss_cls: 3.2779, loss: 3.2779, grad_norm: 1.4851 2020-10-08 08:13:10,146 - mmaction - INFO - Epoch [158][1400/1413] lr: 1.955e-01, eta: 1 day, 14:26:16, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3160, top5_acc: 0.5646, loss_cls: 3.2652, loss: 3.2652, grad_norm: 1.4811 2020-10-08 08:14:20,006 - mmaction - INFO - Epoch [159][20/1413] lr: 1.920e-01, eta: 1 day, 14:26:03, time: 2.777, data_time: 1.801, memory: 8482, top1_acc: 0.3293, top5_acc: 0.5582, loss_cls: 3.2569, loss: 3.2569, grad_norm: 1.5032 2020-10-08 08:14:39,279 - mmaction - INFO - Epoch [159][40/1413] lr: 1.920e-01, eta: 1 day, 14:25:42, time: 0.963, data_time: 0.002, memory: 8482, top1_acc: 0.3323, top5_acc: 0.5723, loss_cls: 3.2154, loss: 3.2154, grad_norm: 1.4818 2020-10-08 08:14:58,772 - mmaction - INFO - Epoch [159][60/1413] lr: 1.920e-01, eta: 1 day, 14:25:22, time: 0.974, data_time: 0.003, memory: 8482, top1_acc: 0.3259, top5_acc: 0.5626, loss_cls: 3.2390, loss: 3.2390, grad_norm: 1.5013 2020-10-08 08:15:18,362 - mmaction - INFO - Epoch [159][80/1413] lr: 1.920e-01, eta: 1 day, 14:25:01, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3303, top5_acc: 0.5723, loss_cls: 3.2208, loss: 3.2208, grad_norm: 1.4828 2020-10-08 08:15:38,111 - mmaction - INFO - Epoch [159][100/1413] lr: 1.920e-01, eta: 1 day, 14:24:41, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3296, top5_acc: 0.5690, loss_cls: 3.2117, loss: 3.2117, grad_norm: 1.4831 2020-10-08 08:15:57,705 - mmaction - INFO - Epoch [159][120/1413] lr: 1.920e-01, eta: 1 day, 14:24:21, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3148, top5_acc: 0.5647, loss_cls: 3.2496, loss: 3.2496, grad_norm: 1.4829 2020-10-08 08:16:17,245 - mmaction - INFO - Epoch [159][140/1413] lr: 1.920e-01, eta: 1 day, 14:24:00, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3250, top5_acc: 0.5676, loss_cls: 3.2272, loss: 3.2272, grad_norm: 1.5200 2020-10-08 08:16:36,858 - mmaction - INFO - Epoch [159][160/1413] lr: 1.920e-01, eta: 1 day, 14:23:40, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3395, top5_acc: 0.5767, loss_cls: 3.1942, loss: 3.1942, grad_norm: 1.4993 2020-10-08 08:16:56,456 - mmaction - INFO - Epoch [159][180/1413] lr: 1.920e-01, eta: 1 day, 14:23:20, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3257, top5_acc: 0.5660, loss_cls: 3.2542, loss: 3.2542, grad_norm: 1.4976 2020-10-08 08:17:16,047 - mmaction - INFO - Epoch [159][200/1413] lr: 1.920e-01, eta: 1 day, 14:22:59, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3318, top5_acc: 0.5669, loss_cls: 3.2278, loss: 3.2278, grad_norm: 1.4975 2020-10-08 08:17:35,721 - mmaction - INFO - Epoch [159][220/1413] lr: 1.920e-01, eta: 1 day, 14:22:39, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3186, top5_acc: 0.5574, loss_cls: 3.3114, loss: 3.3114, grad_norm: 1.4901 2020-10-08 08:17:55,342 - mmaction - INFO - Epoch [159][240/1413] lr: 1.920e-01, eta: 1 day, 14:22:19, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3326, top5_acc: 0.5720, loss_cls: 3.2086, loss: 3.2086, grad_norm: 1.4958 2020-10-08 08:18:14,861 - mmaction - INFO - Epoch [159][260/1413] lr: 1.920e-01, eta: 1 day, 14:21:58, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.3237, top5_acc: 0.5686, loss_cls: 3.2365, loss: 3.2365, grad_norm: 1.5115 2020-10-08 08:18:34,533 - mmaction - INFO - Epoch [159][280/1413] lr: 1.920e-01, eta: 1 day, 14:21:38, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3314, top5_acc: 0.5742, loss_cls: 3.2140, loss: 3.2140, grad_norm: 1.4985 2020-10-08 08:18:54,165 - mmaction - INFO - Epoch [159][300/1413] lr: 1.920e-01, eta: 1 day, 14:21:18, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3217, top5_acc: 0.5549, loss_cls: 3.2754, loss: 3.2754, grad_norm: 1.5008 2020-10-08 08:19:13,903 - mmaction - INFO - Epoch [159][320/1413] lr: 1.920e-01, eta: 1 day, 14:20:58, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.3212, top5_acc: 0.5715, loss_cls: 3.2296, loss: 3.2296, grad_norm: 1.4876 2020-10-08 08:19:33,562 - mmaction - INFO - Epoch [159][340/1413] lr: 1.920e-01, eta: 1 day, 14:20:37, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3341, top5_acc: 0.5728, loss_cls: 3.1980, loss: 3.1980, grad_norm: 1.5109 2020-10-08 08:19:53,131 - mmaction - INFO - Epoch [159][360/1413] lr: 1.920e-01, eta: 1 day, 14:20:17, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3255, top5_acc: 0.5710, loss_cls: 3.2519, loss: 3.2519, grad_norm: 1.4969 2020-10-08 08:20:12,692 - mmaction - INFO - Epoch [159][380/1413] lr: 1.920e-01, eta: 1 day, 14:19:57, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3301, top5_acc: 0.5681, loss_cls: 3.2185, loss: 3.2185, grad_norm: 1.4955 2020-10-08 08:20:32,295 - mmaction - INFO - Epoch [159][400/1413] lr: 1.920e-01, eta: 1 day, 14:19:36, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3306, top5_acc: 0.5759, loss_cls: 3.1909, loss: 3.1909, grad_norm: 1.5246 2020-10-08 08:20:51,864 - mmaction - INFO - Epoch [159][420/1413] lr: 1.920e-01, eta: 1 day, 14:19:16, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3306, top5_acc: 0.5729, loss_cls: 3.2062, loss: 3.2062, grad_norm: 1.5075 2020-10-08 08:21:11,433 - mmaction - INFO - Epoch [159][440/1413] lr: 1.920e-01, eta: 1 day, 14:18:56, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.3260, top5_acc: 0.5667, loss_cls: 3.2163, loss: 3.2163, grad_norm: 1.5000 2020-10-08 08:21:31,049 - mmaction - INFO - Epoch [159][460/1413] lr: 1.920e-01, eta: 1 day, 14:18:35, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3284, top5_acc: 0.5695, loss_cls: 3.2072, loss: 3.2072, grad_norm: 1.5207 2020-10-08 08:21:50,614 - mmaction - INFO - Epoch [159][480/1413] lr: 1.920e-01, eta: 1 day, 14:18:15, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3211, top5_acc: 0.5682, loss_cls: 3.2409, loss: 3.2409, grad_norm: 1.5169 2020-10-08 08:22:10,241 - mmaction - INFO - Epoch [159][500/1413] lr: 1.920e-01, eta: 1 day, 14:17:55, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3251, top5_acc: 0.5620, loss_cls: 3.2638, loss: 3.2638, grad_norm: 1.4857 2020-10-08 08:22:29,766 - mmaction - INFO - Epoch [159][520/1413] lr: 1.920e-01, eta: 1 day, 14:17:34, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3221, top5_acc: 0.5689, loss_cls: 3.2504, loss: 3.2504, grad_norm: 1.4941 2020-10-08 08:22:49,406 - mmaction - INFO - Epoch [159][540/1413] lr: 1.920e-01, eta: 1 day, 14:17:14, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3294, top5_acc: 0.5672, loss_cls: 3.2325, loss: 3.2325, grad_norm: 1.4950 2020-10-08 08:23:09,118 - mmaction - INFO - Epoch [159][560/1413] lr: 1.920e-01, eta: 1 day, 14:16:54, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3237, top5_acc: 0.5707, loss_cls: 3.2391, loss: 3.2391, grad_norm: 1.5024 2020-10-08 08:23:28,598 - mmaction - INFO - Epoch [159][580/1413] lr: 1.920e-01, eta: 1 day, 14:16:33, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3228, top5_acc: 0.5638, loss_cls: 3.2527, loss: 3.2527, grad_norm: 1.5091 2020-10-08 08:23:48,327 - mmaction - INFO - Epoch [159][600/1413] lr: 1.920e-01, eta: 1 day, 14:16:13, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3302, top5_acc: 0.5753, loss_cls: 3.2118, loss: 3.2118, grad_norm: 1.5114 2020-10-08 08:24:07,978 - mmaction - INFO - Epoch [159][620/1413] lr: 1.920e-01, eta: 1 day, 14:15:53, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3152, top5_acc: 0.5609, loss_cls: 3.2535, loss: 3.2535, grad_norm: 1.5210 2020-10-08 08:24:27,480 - mmaction - INFO - Epoch [159][640/1413] lr: 1.920e-01, eta: 1 day, 14:15:32, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.3294, top5_acc: 0.5714, loss_cls: 3.2302, loss: 3.2302, grad_norm: 1.4875 2020-10-08 08:24:47,095 - mmaction - INFO - Epoch [159][660/1413] lr: 1.920e-01, eta: 1 day, 14:15:12, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3318, top5_acc: 0.5690, loss_cls: 3.2160, loss: 3.2160, grad_norm: 1.4856 2020-10-08 08:25:06,649 - mmaction - INFO - Epoch [159][680/1413] lr: 1.920e-01, eta: 1 day, 14:14:52, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3176, top5_acc: 0.5603, loss_cls: 3.2738, loss: 3.2738, grad_norm: 1.5222 2020-10-08 08:25:26,337 - mmaction - INFO - Epoch [159][700/1413] lr: 1.920e-01, eta: 1 day, 14:14:31, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.3259, top5_acc: 0.5749, loss_cls: 3.2189, loss: 3.2189, grad_norm: 1.4842 2020-10-08 08:25:45,901 - mmaction - INFO - Epoch [159][720/1413] lr: 1.920e-01, eta: 1 day, 14:14:11, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3263, top5_acc: 0.5704, loss_cls: 3.2669, loss: 3.2669, grad_norm: 1.5002 2020-10-08 08:26:05,605 - mmaction - INFO - Epoch [159][740/1413] lr: 1.920e-01, eta: 1 day, 14:13:51, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3146, top5_acc: 0.5645, loss_cls: 3.2751, loss: 3.2751, grad_norm: 1.4930 2020-10-08 08:26:25,181 - mmaction - INFO - Epoch [159][760/1413] lr: 1.920e-01, eta: 1 day, 14:13:31, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3245, top5_acc: 0.5616, loss_cls: 3.2641, loss: 3.2641, grad_norm: 1.5014 2020-10-08 08:26:44,749 - mmaction - INFO - Epoch [159][780/1413] lr: 1.920e-01, eta: 1 day, 14:13:10, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3146, top5_acc: 0.5626, loss_cls: 3.2734, loss: 3.2734, grad_norm: 1.4943 2020-10-08 08:27:04,389 - mmaction - INFO - Epoch [159][800/1413] lr: 1.920e-01, eta: 1 day, 14:12:50, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3204, top5_acc: 0.5639, loss_cls: 3.2701, loss: 3.2701, grad_norm: 1.4999 2020-10-08 08:27:23,988 - mmaction - INFO - Epoch [159][820/1413] lr: 1.920e-01, eta: 1 day, 14:12:30, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3290, top5_acc: 0.5660, loss_cls: 3.2379, loss: 3.2379, grad_norm: 1.4851 2020-10-08 08:27:43,605 - mmaction - INFO - Epoch [159][840/1413] lr: 1.920e-01, eta: 1 day, 14:12:09, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3203, top5_acc: 0.5693, loss_cls: 3.2602, loss: 3.2602, grad_norm: 1.4911 2020-10-08 08:28:03,336 - mmaction - INFO - Epoch [159][860/1413] lr: 1.920e-01, eta: 1 day, 14:11:49, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3363, top5_acc: 0.5723, loss_cls: 3.2038, loss: 3.2038, grad_norm: 1.4986 2020-10-08 08:28:23,036 - mmaction - INFO - Epoch [159][880/1413] lr: 1.920e-01, eta: 1 day, 14:11:29, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3302, top5_acc: 0.5704, loss_cls: 3.2432, loss: 3.2432, grad_norm: 1.5005 2020-10-08 08:28:42,654 - mmaction - INFO - Epoch [159][900/1413] lr: 1.920e-01, eta: 1 day, 14:11:09, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3221, top5_acc: 0.5672, loss_cls: 3.2482, loss: 3.2482, grad_norm: 1.4985 2020-10-08 08:29:02,243 - mmaction - INFO - Epoch [159][920/1413] lr: 1.920e-01, eta: 1 day, 14:10:48, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3246, top5_acc: 0.5553, loss_cls: 3.2524, loss: 3.2524, grad_norm: 1.5150 2020-10-08 08:29:21,880 - mmaction - INFO - Epoch [159][940/1413] lr: 1.920e-01, eta: 1 day, 14:10:28, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3223, top5_acc: 0.5609, loss_cls: 3.2582, loss: 3.2582, grad_norm: 1.4941 2020-10-08 08:29:41,427 - mmaction - INFO - Epoch [159][960/1413] lr: 1.920e-01, eta: 1 day, 14:10:08, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3206, top5_acc: 0.5710, loss_cls: 3.2390, loss: 3.2390, grad_norm: 1.4927 2020-10-08 08:30:01,062 - mmaction - INFO - Epoch [159][980/1413] lr: 1.920e-01, eta: 1 day, 14:09:47, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3223, top5_acc: 0.5594, loss_cls: 3.2537, loss: 3.2537, grad_norm: 1.5038 2020-10-08 08:30:19,790 - mmaction - INFO - Epoch [159][1000/1413] lr: 1.920e-01, eta: 1 day, 14:09:26, time: 0.937, data_time: 0.002, memory: 8482, top1_acc: 0.3224, top5_acc: 0.5589, loss_cls: 3.2701, loss: 3.2701, grad_norm: 1.4858 2020-10-08 08:30:39,381 - mmaction - INFO - Epoch [159][1020/1413] lr: 1.920e-01, eta: 1 day, 14:09:06, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3366, top5_acc: 0.5698, loss_cls: 3.1941, loss: 3.1941, grad_norm: 1.4877 2020-10-08 08:30:59,057 - mmaction - INFO - Epoch [159][1040/1413] lr: 1.920e-01, eta: 1 day, 14:08:46, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3191, top5_acc: 0.5609, loss_cls: 3.2543, loss: 3.2543, grad_norm: 1.5042 2020-10-08 08:31:18,747 - mmaction - INFO - Epoch [159][1060/1413] lr: 1.920e-01, eta: 1 day, 14:08:25, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3306, top5_acc: 0.5708, loss_cls: 3.2034, loss: 3.2034, grad_norm: 1.4946 2020-10-08 08:31:38,382 - mmaction - INFO - Epoch [159][1080/1413] lr: 1.920e-01, eta: 1 day, 14:08:05, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3251, top5_acc: 0.5678, loss_cls: 3.2316, loss: 3.2316, grad_norm: 1.4968 2020-10-08 08:31:57,945 - mmaction - INFO - Epoch [159][1100/1413] lr: 1.920e-01, eta: 1 day, 14:07:45, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3225, top5_acc: 0.5738, loss_cls: 3.2270, loss: 3.2270, grad_norm: 1.4836 2020-10-08 08:32:17,505 - mmaction - INFO - Epoch [159][1120/1413] lr: 1.920e-01, eta: 1 day, 14:07:24, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3159, top5_acc: 0.5555, loss_cls: 3.3049, loss: 3.3049, grad_norm: 1.5069 2020-10-08 08:32:37,127 - mmaction - INFO - Epoch [159][1140/1413] lr: 1.920e-01, eta: 1 day, 14:07:04, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3339, top5_acc: 0.5680, loss_cls: 3.2283, loss: 3.2283, grad_norm: 1.5039 2020-10-08 08:32:56,610 - mmaction - INFO - Epoch [159][1160/1413] lr: 1.920e-01, eta: 1 day, 14:06:44, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3264, top5_acc: 0.5697, loss_cls: 3.2475, loss: 3.2475, grad_norm: 1.5053 2020-10-08 08:33:16,207 - mmaction - INFO - Epoch [159][1180/1413] lr: 1.920e-01, eta: 1 day, 14:06:23, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.3243, top5_acc: 0.5598, loss_cls: 3.2561, loss: 3.2561, grad_norm: 1.4878 2020-10-08 08:33:35,809 - mmaction - INFO - Epoch [159][1200/1413] lr: 1.920e-01, eta: 1 day, 14:06:03, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3366, top5_acc: 0.5805, loss_cls: 3.1920, loss: 3.1920, grad_norm: 1.4975 2020-10-08 08:33:55,337 - mmaction - INFO - Epoch [159][1220/1413] lr: 1.920e-01, eta: 1 day, 14:05:43, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3195, top5_acc: 0.5721, loss_cls: 3.2458, loss: 3.2458, grad_norm: 1.4993 2020-10-08 08:34:14,920 - mmaction - INFO - Epoch [159][1240/1413] lr: 1.920e-01, eta: 1 day, 14:05:22, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3217, top5_acc: 0.5583, loss_cls: 3.2907, loss: 3.2907, grad_norm: 1.5123 2020-10-08 08:34:34,522 - mmaction - INFO - Epoch [159][1260/1413] lr: 1.920e-01, eta: 1 day, 14:05:02, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3160, top5_acc: 0.5560, loss_cls: 3.3015, loss: 3.3015, grad_norm: 1.5379 2020-10-08 08:34:54,088 - mmaction - INFO - Epoch [159][1280/1413] lr: 1.920e-01, eta: 1 day, 14:04:42, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3301, top5_acc: 0.5638, loss_cls: 3.2398, loss: 3.2398, grad_norm: 1.4839 2020-10-08 08:35:13,693 - mmaction - INFO - Epoch [159][1300/1413] lr: 1.920e-01, eta: 1 day, 14:04:21, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3187, top5_acc: 0.5648, loss_cls: 3.2591, loss: 3.2591, grad_norm: 1.4909 2020-10-08 08:35:33,388 - mmaction - INFO - Epoch [159][1320/1413] lr: 1.920e-01, eta: 1 day, 14:04:01, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.3316, top5_acc: 0.5745, loss_cls: 3.1956, loss: 3.1956, grad_norm: 1.5254 2020-10-08 08:35:53,010 - mmaction - INFO - Epoch [159][1340/1413] lr: 1.920e-01, eta: 1 day, 14:03:41, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3267, top5_acc: 0.5667, loss_cls: 3.2370, loss: 3.2370, grad_norm: 1.5238 2020-10-08 08:36:12,638 - mmaction - INFO - Epoch [159][1360/1413] lr: 1.920e-01, eta: 1 day, 14:03:20, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3230, top5_acc: 0.5573, loss_cls: 3.3200, loss: 3.3200, grad_norm: 1.5190 2020-10-08 08:36:32,220 - mmaction - INFO - Epoch [159][1380/1413] lr: 1.920e-01, eta: 1 day, 14:03:00, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3267, top5_acc: 0.5628, loss_cls: 3.2354, loss: 3.2354, grad_norm: 1.4988 2020-10-08 08:36:51,791 - mmaction - INFO - Epoch [159][1400/1413] lr: 1.920e-01, eta: 1 day, 14:02:40, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3243, top5_acc: 0.5600, loss_cls: 3.2513, loss: 3.2513, grad_norm: 1.4953 2020-10-08 08:37:55,681 - mmaction - INFO - Epoch [160][20/1413] lr: 1.886e-01, eta: 1 day, 14:02:22, time: 2.531, data_time: 1.437, memory: 8482, top1_acc: 0.3367, top5_acc: 0.5755, loss_cls: 3.1861, loss: 3.1861, grad_norm: 1.4921 2020-10-08 08:38:15,017 - mmaction - INFO - Epoch [160][40/1413] lr: 1.886e-01, eta: 1 day, 14:02:02, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3340, top5_acc: 0.5695, loss_cls: 3.2121, loss: 3.2121, grad_norm: 1.5115 2020-10-08 08:38:34,585 - mmaction - INFO - Epoch [160][60/1413] lr: 1.886e-01, eta: 1 day, 14:01:41, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3319, top5_acc: 0.5716, loss_cls: 3.1775, loss: 3.1775, grad_norm: 1.4786 2020-10-08 08:38:54,120 - mmaction - INFO - Epoch [160][80/1413] lr: 1.886e-01, eta: 1 day, 14:01:21, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3268, top5_acc: 0.5672, loss_cls: 3.2252, loss: 3.2252, grad_norm: 1.5235 2020-10-08 08:39:13,820 - mmaction - INFO - Epoch [160][100/1413] lr: 1.886e-01, eta: 1 day, 14:01:01, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.3292, top5_acc: 0.5775, loss_cls: 3.1986, loss: 3.1986, grad_norm: 1.5136 2020-10-08 08:39:33,507 - mmaction - INFO - Epoch [160][120/1413] lr: 1.886e-01, eta: 1 day, 14:00:40, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3315, top5_acc: 0.5745, loss_cls: 3.2133, loss: 3.2133, grad_norm: 1.5177 2020-10-08 08:39:53,136 - mmaction - INFO - Epoch [160][140/1413] lr: 1.886e-01, eta: 1 day, 14:00:20, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3270, top5_acc: 0.5747, loss_cls: 3.2041, loss: 3.2041, grad_norm: 1.5132 2020-10-08 08:40:12,749 - mmaction - INFO - Epoch [160][160/1413] lr: 1.886e-01, eta: 1 day, 14:00:00, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3392, top5_acc: 0.5762, loss_cls: 3.1887, loss: 3.1887, grad_norm: 1.5004 2020-10-08 08:40:32,378 - mmaction - INFO - Epoch [160][180/1413] lr: 1.886e-01, eta: 1 day, 13:59:40, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3388, top5_acc: 0.5751, loss_cls: 3.1923, loss: 3.1923, grad_norm: 1.5158 2020-10-08 08:40:52,019 - mmaction - INFO - Epoch [160][200/1413] lr: 1.886e-01, eta: 1 day, 13:59:19, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3312, top5_acc: 0.5702, loss_cls: 3.1955, loss: 3.1955, grad_norm: 1.5085 2020-10-08 08:41:11,655 - mmaction - INFO - Epoch [160][220/1413] lr: 1.886e-01, eta: 1 day, 13:58:59, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3368, top5_acc: 0.5755, loss_cls: 3.2263, loss: 3.2263, grad_norm: 1.5117 2020-10-08 08:41:31,285 - mmaction - INFO - Epoch [160][240/1413] lr: 1.886e-01, eta: 1 day, 13:58:39, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3195, top5_acc: 0.5622, loss_cls: 3.2631, loss: 3.2631, grad_norm: 1.5171 2020-10-08 08:41:50,987 - mmaction - INFO - Epoch [160][260/1413] lr: 1.886e-01, eta: 1 day, 13:58:18, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3234, top5_acc: 0.5724, loss_cls: 3.2318, loss: 3.2318, grad_norm: 1.5116 2020-10-08 08:42:10,651 - mmaction - INFO - Epoch [160][280/1413] lr: 1.886e-01, eta: 1 day, 13:57:58, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3219, top5_acc: 0.5635, loss_cls: 3.2548, loss: 3.2548, grad_norm: 1.5308 2020-10-08 08:42:30,323 - mmaction - INFO - Epoch [160][300/1413] lr: 1.886e-01, eta: 1 day, 13:57:38, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3318, top5_acc: 0.5773, loss_cls: 3.2066, loss: 3.2066, grad_norm: 1.5143 2020-10-08 08:42:49,897 - mmaction - INFO - Epoch [160][320/1413] lr: 1.886e-01, eta: 1 day, 13:57:18, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.3331, top5_acc: 0.5729, loss_cls: 3.1935, loss: 3.1935, grad_norm: 1.5058 2020-10-08 08:43:09,391 - mmaction - INFO - Epoch [160][340/1413] lr: 1.886e-01, eta: 1 day, 13:56:57, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.3238, top5_acc: 0.5581, loss_cls: 3.2603, loss: 3.2603, grad_norm: 1.5072 2020-10-08 08:43:29,028 - mmaction - INFO - Epoch [160][360/1413] lr: 1.886e-01, eta: 1 day, 13:56:37, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3311, top5_acc: 0.5706, loss_cls: 3.2384, loss: 3.2384, grad_norm: 1.5164 2020-10-08 08:43:48,600 - mmaction - INFO - Epoch [160][380/1413] lr: 1.886e-01, eta: 1 day, 13:56:17, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3283, top5_acc: 0.5728, loss_cls: 3.2150, loss: 3.2150, grad_norm: 1.4931 2020-10-08 08:44:08,133 - mmaction - INFO - Epoch [160][400/1413] lr: 1.886e-01, eta: 1 day, 13:55:56, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3303, top5_acc: 0.5721, loss_cls: 3.2131, loss: 3.2131, grad_norm: 1.4920 2020-10-08 08:44:27,793 - mmaction - INFO - Epoch [160][420/1413] lr: 1.886e-01, eta: 1 day, 13:55:36, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3352, top5_acc: 0.5659, loss_cls: 3.1979, loss: 3.1979, grad_norm: 1.5010 2020-10-08 08:44:47,517 - mmaction - INFO - Epoch [160][440/1413] lr: 1.886e-01, eta: 1 day, 13:55:16, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3276, top5_acc: 0.5743, loss_cls: 3.2050, loss: 3.2050, grad_norm: 1.5056 2020-10-08 08:45:07,100 - mmaction - INFO - Epoch [160][460/1413] lr: 1.886e-01, eta: 1 day, 13:54:55, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3245, top5_acc: 0.5664, loss_cls: 3.2368, loss: 3.2368, grad_norm: 1.5082 2020-10-08 08:45:26,765 - mmaction - INFO - Epoch [160][480/1413] lr: 1.886e-01, eta: 1 day, 13:54:35, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3320, top5_acc: 0.5647, loss_cls: 3.2481, loss: 3.2481, grad_norm: 1.4931 2020-10-08 08:45:46,244 - mmaction - INFO - Epoch [160][500/1413] lr: 1.886e-01, eta: 1 day, 13:54:15, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.3365, top5_acc: 0.5772, loss_cls: 3.1904, loss: 3.1904, grad_norm: 1.5036 2020-10-08 08:46:05,847 - mmaction - INFO - Epoch [160][520/1413] lr: 1.886e-01, eta: 1 day, 13:53:54, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3458, top5_acc: 0.5810, loss_cls: 3.1650, loss: 3.1650, grad_norm: 1.5141 2020-10-08 08:46:25,441 - mmaction - INFO - Epoch [160][540/1413] lr: 1.886e-01, eta: 1 day, 13:53:34, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3242, top5_acc: 0.5702, loss_cls: 3.2086, loss: 3.2086, grad_norm: 1.4928 2020-10-08 08:46:44,987 - mmaction - INFO - Epoch [160][560/1413] lr: 1.886e-01, eta: 1 day, 13:53:14, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3368, top5_acc: 0.5723, loss_cls: 3.1961, loss: 3.1961, grad_norm: 1.5223 2020-10-08 08:47:04,460 - mmaction - INFO - Epoch [160][580/1413] lr: 1.886e-01, eta: 1 day, 13:52:53, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3341, top5_acc: 0.5690, loss_cls: 3.2095, loss: 3.2095, grad_norm: 1.5029 2020-10-08 08:47:24,043 - mmaction - INFO - Epoch [160][600/1413] lr: 1.886e-01, eta: 1 day, 13:52:33, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3348, top5_acc: 0.5789, loss_cls: 3.1773, loss: 3.1773, grad_norm: 1.4912 2020-10-08 08:47:43,705 - mmaction - INFO - Epoch [160][620/1413] lr: 1.886e-01, eta: 1 day, 13:52:13, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3279, top5_acc: 0.5611, loss_cls: 3.2631, loss: 3.2631, grad_norm: 1.5222 2020-10-08 08:48:03,251 - mmaction - INFO - Epoch [160][640/1413] lr: 1.886e-01, eta: 1 day, 13:51:52, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.3217, top5_acc: 0.5625, loss_cls: 3.2469, loss: 3.2469, grad_norm: 1.5137 2020-10-08 08:48:22,848 - mmaction - INFO - Epoch [160][660/1413] lr: 1.886e-01, eta: 1 day, 13:51:32, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3312, top5_acc: 0.5734, loss_cls: 3.2229, loss: 3.2229, grad_norm: 1.5036 2020-10-08 08:48:42,418 - mmaction - INFO - Epoch [160][680/1413] lr: 1.886e-01, eta: 1 day, 13:51:12, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3233, top5_acc: 0.5632, loss_cls: 3.2666, loss: 3.2666, grad_norm: 1.5078 2020-10-08 08:49:02,032 - mmaction - INFO - Epoch [160][700/1413] lr: 1.886e-01, eta: 1 day, 13:50:51, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3286, top5_acc: 0.5758, loss_cls: 3.2116, loss: 3.2116, grad_norm: 1.5178 2020-10-08 08:49:21,727 - mmaction - INFO - Epoch [160][720/1413] lr: 1.886e-01, eta: 1 day, 13:50:31, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3253, top5_acc: 0.5710, loss_cls: 3.2364, loss: 3.2364, grad_norm: 1.5145 2020-10-08 08:49:41,296 - mmaction - INFO - Epoch [160][740/1413] lr: 1.886e-01, eta: 1 day, 13:50:11, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3346, top5_acc: 0.5732, loss_cls: 3.2156, loss: 3.2156, grad_norm: 1.5178 2020-10-08 08:50:00,964 - mmaction - INFO - Epoch [160][760/1413] lr: 1.886e-01, eta: 1 day, 13:49:50, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3214, top5_acc: 0.5609, loss_cls: 3.2713, loss: 3.2713, grad_norm: 1.5241 2020-10-08 08:50:20,599 - mmaction - INFO - Epoch [160][780/1413] lr: 1.886e-01, eta: 1 day, 13:49:30, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3316, top5_acc: 0.5743, loss_cls: 3.2009, loss: 3.2009, grad_norm: 1.5122 2020-10-08 08:50:40,171 - mmaction - INFO - Epoch [160][800/1413] lr: 1.886e-01, eta: 1 day, 13:49:10, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3270, top5_acc: 0.5772, loss_cls: 3.1947, loss: 3.1947, grad_norm: 1.5199 2020-10-08 08:50:59,794 - mmaction - INFO - Epoch [160][820/1413] lr: 1.886e-01, eta: 1 day, 13:48:50, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3323, top5_acc: 0.5716, loss_cls: 3.2193, loss: 3.2193, grad_norm: 1.5073 2020-10-08 08:51:19,468 - mmaction - INFO - Epoch [160][840/1413] lr: 1.886e-01, eta: 1 day, 13:48:29, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3333, top5_acc: 0.5759, loss_cls: 3.2120, loss: 3.2120, grad_norm: 1.5017 2020-10-08 08:51:39,056 - mmaction - INFO - Epoch [160][860/1413] lr: 1.886e-01, eta: 1 day, 13:48:09, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3203, top5_acc: 0.5652, loss_cls: 3.2524, loss: 3.2524, grad_norm: 1.5203 2020-10-08 08:51:58,569 - mmaction - INFO - Epoch [160][880/1413] lr: 1.886e-01, eta: 1 day, 13:47:49, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.3307, top5_acc: 0.5773, loss_cls: 3.2232, loss: 3.2232, grad_norm: 1.5090 2020-10-08 08:52:18,144 - mmaction - INFO - Epoch [160][900/1413] lr: 1.886e-01, eta: 1 day, 13:47:28, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3236, top5_acc: 0.5671, loss_cls: 3.2455, loss: 3.2455, grad_norm: 1.5363 2020-10-08 08:52:37,847 - mmaction - INFO - Epoch [160][920/1413] lr: 1.886e-01, eta: 1 day, 13:47:08, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3370, top5_acc: 0.5734, loss_cls: 3.1824, loss: 3.1824, grad_norm: 1.5098 2020-10-08 08:52:57,430 - mmaction - INFO - Epoch [160][940/1413] lr: 1.886e-01, eta: 1 day, 13:46:48, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3266, top5_acc: 0.5641, loss_cls: 3.2347, loss: 3.2347, grad_norm: 1.5190 2020-10-08 08:53:17,123 - mmaction - INFO - Epoch [160][960/1413] lr: 1.886e-01, eta: 1 day, 13:46:27, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3242, top5_acc: 0.5682, loss_cls: 3.2508, loss: 3.2508, grad_norm: 1.5013 2020-10-08 08:53:36,691 - mmaction - INFO - Epoch [160][980/1413] lr: 1.886e-01, eta: 1 day, 13:46:07, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3273, top5_acc: 0.5708, loss_cls: 3.2291, loss: 3.2291, grad_norm: 1.5220 2020-10-08 08:53:56,233 - mmaction - INFO - Epoch [160][1000/1413] lr: 1.886e-01, eta: 1 day, 13:45:47, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.3279, top5_acc: 0.5694, loss_cls: 3.2332, loss: 3.2332, grad_norm: 1.5068 2020-10-08 08:54:15,802 - mmaction - INFO - Epoch [160][1020/1413] lr: 1.886e-01, eta: 1 day, 13:45:26, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3276, top5_acc: 0.5625, loss_cls: 3.2442, loss: 3.2442, grad_norm: 1.5068 2020-10-08 08:54:35,472 - mmaction - INFO - Epoch [160][1040/1413] lr: 1.886e-01, eta: 1 day, 13:45:06, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3283, top5_acc: 0.5717, loss_cls: 3.2430, loss: 3.2430, grad_norm: 1.5332 2020-10-08 08:54:55,025 - mmaction - INFO - Epoch [160][1060/1413] lr: 1.886e-01, eta: 1 day, 13:44:46, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3259, top5_acc: 0.5609, loss_cls: 3.2677, loss: 3.2677, grad_norm: 1.5061 2020-10-08 08:55:14,715 - mmaction - INFO - Epoch [160][1080/1413] lr: 1.886e-01, eta: 1 day, 13:44:26, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3227, top5_acc: 0.5671, loss_cls: 3.2671, loss: 3.2671, grad_norm: 1.4995 2020-10-08 08:55:34,292 - mmaction - INFO - Epoch [160][1100/1413] lr: 1.886e-01, eta: 1 day, 13:44:05, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3173, top5_acc: 0.5507, loss_cls: 3.3041, loss: 3.3041, grad_norm: 1.5282 2020-10-08 08:55:53,949 - mmaction - INFO - Epoch [160][1120/1413] lr: 1.886e-01, eta: 1 day, 13:43:45, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3392, top5_acc: 0.5703, loss_cls: 3.2185, loss: 3.2185, grad_norm: 1.4970 2020-10-08 08:56:13,460 - mmaction - INFO - Epoch [160][1140/1413] lr: 1.886e-01, eta: 1 day, 13:43:25, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3249, top5_acc: 0.5667, loss_cls: 3.2520, loss: 3.2520, grad_norm: 1.4990 2020-10-08 08:56:33,110 - mmaction - INFO - Epoch [160][1160/1413] lr: 1.886e-01, eta: 1 day, 13:43:04, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3217, top5_acc: 0.5678, loss_cls: 3.2613, loss: 3.2613, grad_norm: 1.5338 2020-10-08 08:56:52,721 - mmaction - INFO - Epoch [160][1180/1413] lr: 1.886e-01, eta: 1 day, 13:42:44, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3197, top5_acc: 0.5650, loss_cls: 3.2298, loss: 3.2298, grad_norm: 1.4869 2020-10-08 08:57:12,366 - mmaction - INFO - Epoch [160][1200/1413] lr: 1.886e-01, eta: 1 day, 13:42:24, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3383, top5_acc: 0.5790, loss_cls: 3.1554, loss: 3.1554, grad_norm: 1.4865 2020-10-08 08:57:31,914 - mmaction - INFO - Epoch [160][1220/1413] lr: 1.886e-01, eta: 1 day, 13:42:03, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3272, top5_acc: 0.5717, loss_cls: 3.2149, loss: 3.2149, grad_norm: 1.5047 2020-10-08 08:57:51,530 - mmaction - INFO - Epoch [160][1240/1413] lr: 1.886e-01, eta: 1 day, 13:41:43, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3320, top5_acc: 0.5681, loss_cls: 3.2446, loss: 3.2446, grad_norm: 1.4932 2020-10-08 08:58:11,118 - mmaction - INFO - Epoch [160][1260/1413] lr: 1.886e-01, eta: 1 day, 13:41:23, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3270, top5_acc: 0.5658, loss_cls: 3.2302, loss: 3.2302, grad_norm: 1.5361 2020-10-08 08:58:30,664 - mmaction - INFO - Epoch [160][1280/1413] lr: 1.886e-01, eta: 1 day, 13:41:02, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3243, top5_acc: 0.5628, loss_cls: 3.2594, loss: 3.2594, grad_norm: 1.5310 2020-10-08 08:58:50,289 - mmaction - INFO - Epoch [160][1300/1413] lr: 1.886e-01, eta: 1 day, 13:40:42, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3289, top5_acc: 0.5674, loss_cls: 3.2282, loss: 3.2282, grad_norm: 1.5056 2020-10-08 08:59:09,892 - mmaction - INFO - Epoch [160][1320/1413] lr: 1.886e-01, eta: 1 day, 13:40:22, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3303, top5_acc: 0.5639, loss_cls: 3.2403, loss: 3.2403, grad_norm: 1.5043 2020-10-08 08:59:29,505 - mmaction - INFO - Epoch [160][1340/1413] lr: 1.886e-01, eta: 1 day, 13:40:01, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3311, top5_acc: 0.5698, loss_cls: 3.2322, loss: 3.2322, grad_norm: 1.5243 2020-10-08 08:59:49,146 - mmaction - INFO - Epoch [160][1360/1413] lr: 1.886e-01, eta: 1 day, 13:39:41, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3263, top5_acc: 0.5707, loss_cls: 3.2430, loss: 3.2430, grad_norm: 1.5007 2020-10-08 09:00:09,360 - mmaction - INFO - Epoch [160][1380/1413] lr: 1.886e-01, eta: 1 day, 13:39:21, time: 1.011, data_time: 0.002, memory: 8482, top1_acc: 0.3303, top5_acc: 0.5729, loss_cls: 3.2237, loss: 3.2237, grad_norm: 1.5200 2020-10-08 09:00:28,975 - mmaction - INFO - Epoch [160][1400/1413] lr: 1.886e-01, eta: 1 day, 13:39:01, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3250, top5_acc: 0.5673, loss_cls: 3.2359, loss: 3.2359, grad_norm: 1.5072 2020-10-08 09:00:43,469 - mmaction - INFO - Saving checkpoint at 160 epochs 2020-10-08 09:02:09,670 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-08 09:02:12,179 - mmaction - INFO - top1_acc 0.3287 top5_acc 0.5763 2020-10-08 09:02:12,179 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-08 09:02:12,296 - mmaction - INFO - mean_acc 0.3285 2020-10-08 09:02:12,296 - mmaction - INFO - Now best checkpoint is epoch_160.pth 2020-10-08 09:02:12,314 - mmaction - INFO - Epoch(val) [160][1413] top1_acc: 0.3287, top5_acc: 0.5763, mean_class_accuracy: 0.3285 2020-10-08 09:02:58,352 - mmaction - INFO - Epoch [161][20/1413] lr: 1.852e-01, eta: 1 day, 13:38:39, time: 2.299, data_time: 1.273, memory: 8482, top1_acc: 0.3355, top5_acc: 0.5813, loss_cls: 3.1749, loss: 3.1749, grad_norm: 1.5179 2020-10-08 09:03:17,672 - mmaction - INFO - Epoch [161][40/1413] lr: 1.852e-01, eta: 1 day, 13:38:19, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3312, top5_acc: 0.5734, loss_cls: 3.1940, loss: 3.1940, grad_norm: 1.5169 2020-10-08 09:03:37,062 - mmaction - INFO - Epoch [161][60/1413] lr: 1.852e-01, eta: 1 day, 13:37:58, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3283, top5_acc: 0.5703, loss_cls: 3.2333, loss: 3.2333, grad_norm: 1.5292 2020-10-08 09:03:56,624 - mmaction - INFO - Epoch [161][80/1413] lr: 1.852e-01, eta: 1 day, 13:37:38, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3353, top5_acc: 0.5785, loss_cls: 3.1663, loss: 3.1663, grad_norm: 1.5158 2020-10-08 09:04:16,243 - mmaction - INFO - Epoch [161][100/1413] lr: 1.852e-01, eta: 1 day, 13:37:18, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3279, top5_acc: 0.5589, loss_cls: 3.2739, loss: 3.2739, grad_norm: 1.5074 2020-10-08 09:04:35,805 - mmaction - INFO - Epoch [161][120/1413] lr: 1.852e-01, eta: 1 day, 13:36:57, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3315, top5_acc: 0.5630, loss_cls: 3.2290, loss: 3.2290, grad_norm: 1.5014 2020-10-08 09:04:55,425 - mmaction - INFO - Epoch [161][140/1413] lr: 1.852e-01, eta: 1 day, 13:36:37, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3241, top5_acc: 0.5682, loss_cls: 3.2386, loss: 3.2386, grad_norm: 1.5027 2020-10-08 09:05:14,983 - mmaction - INFO - Epoch [161][160/1413] lr: 1.852e-01, eta: 1 day, 13:36:17, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3246, top5_acc: 0.5651, loss_cls: 3.2364, loss: 3.2364, grad_norm: 1.5166 2020-10-08 09:05:34,591 - mmaction - INFO - Epoch [161][180/1413] lr: 1.852e-01, eta: 1 day, 13:35:56, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3298, top5_acc: 0.5712, loss_cls: 3.2144, loss: 3.2144, grad_norm: 1.5195 2020-10-08 09:05:54,154 - mmaction - INFO - Epoch [161][200/1413] lr: 1.852e-01, eta: 1 day, 13:35:36, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3290, top5_acc: 0.5738, loss_cls: 3.2301, loss: 3.2301, grad_norm: 1.5286 2020-10-08 09:06:13,703 - mmaction - INFO - Epoch [161][220/1413] lr: 1.852e-01, eta: 1 day, 13:35:16, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3305, top5_acc: 0.5686, loss_cls: 3.2267, loss: 3.2267, grad_norm: 1.5398 2020-10-08 09:06:33,259 - mmaction - INFO - Epoch [161][240/1413] lr: 1.852e-01, eta: 1 day, 13:34:55, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3391, top5_acc: 0.5743, loss_cls: 3.1794, loss: 3.1794, grad_norm: 1.5153 2020-10-08 09:06:52,795 - mmaction - INFO - Epoch [161][260/1413] lr: 1.852e-01, eta: 1 day, 13:34:35, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3268, top5_acc: 0.5663, loss_cls: 3.2110, loss: 3.2110, grad_norm: 1.5153 2020-10-08 09:07:12,382 - mmaction - INFO - Epoch [161][280/1413] lr: 1.852e-01, eta: 1 day, 13:34:15, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3279, top5_acc: 0.5663, loss_cls: 3.2192, loss: 3.2192, grad_norm: 1.5285 2020-10-08 09:07:32,085 - mmaction - INFO - Epoch [161][300/1413] lr: 1.852e-01, eta: 1 day, 13:33:54, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3337, top5_acc: 0.5655, loss_cls: 3.2229, loss: 3.2229, grad_norm: 1.5154 2020-10-08 09:07:51,738 - mmaction - INFO - Epoch [161][320/1413] lr: 1.852e-01, eta: 1 day, 13:33:34, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3276, top5_acc: 0.5732, loss_cls: 3.1831, loss: 3.1831, grad_norm: 1.5168 2020-10-08 09:08:11,166 - mmaction - INFO - Epoch [161][340/1413] lr: 1.852e-01, eta: 1 day, 13:33:14, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3233, top5_acc: 0.5625, loss_cls: 3.2258, loss: 3.2258, grad_norm: 1.5377 2020-10-08 09:08:30,719 - mmaction - INFO - Epoch [161][360/1413] lr: 1.852e-01, eta: 1 day, 13:32:53, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3400, top5_acc: 0.5833, loss_cls: 3.1382, loss: 3.1382, grad_norm: 1.5239 2020-10-08 09:08:50,237 - mmaction - INFO - Epoch [161][380/1413] lr: 1.852e-01, eta: 1 day, 13:32:33, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3309, top5_acc: 0.5712, loss_cls: 3.2073, loss: 3.2073, grad_norm: 1.5326 2020-10-08 09:09:09,811 - mmaction - INFO - Epoch [161][400/1413] lr: 1.852e-01, eta: 1 day, 13:32:13, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3318, top5_acc: 0.5775, loss_cls: 3.2095, loss: 3.2095, grad_norm: 1.5398 2020-10-08 09:09:29,378 - mmaction - INFO - Epoch [161][420/1413] lr: 1.852e-01, eta: 1 day, 13:31:52, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3332, top5_acc: 0.5671, loss_cls: 3.2328, loss: 3.2328, grad_norm: 1.5277 2020-10-08 09:09:48,968 - mmaction - INFO - Epoch [161][440/1413] lr: 1.852e-01, eta: 1 day, 13:31:32, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3253, top5_acc: 0.5620, loss_cls: 3.2544, loss: 3.2544, grad_norm: 1.5201 2020-10-08 09:10:08,470 - mmaction - INFO - Epoch [161][460/1413] lr: 1.852e-01, eta: 1 day, 13:31:12, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.3363, top5_acc: 0.5734, loss_cls: 3.1796, loss: 3.1796, grad_norm: 1.5217 2020-10-08 09:10:27,983 - mmaction - INFO - Epoch [161][480/1413] lr: 1.852e-01, eta: 1 day, 13:30:51, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3372, top5_acc: 0.5831, loss_cls: 3.1506, loss: 3.1506, grad_norm: 1.5136 2020-10-08 09:10:47,564 - mmaction - INFO - Epoch [161][500/1413] lr: 1.852e-01, eta: 1 day, 13:30:31, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3348, top5_acc: 0.5755, loss_cls: 3.1812, loss: 3.1812, grad_norm: 1.5426 2020-10-08 09:11:07,235 - mmaction - INFO - Epoch [161][520/1413] lr: 1.852e-01, eta: 1 day, 13:30:11, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3228, top5_acc: 0.5667, loss_cls: 3.2431, loss: 3.2431, grad_norm: 1.5362 2020-10-08 09:11:26,881 - mmaction - INFO - Epoch [161][540/1413] lr: 1.852e-01, eta: 1 day, 13:29:50, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3299, top5_acc: 0.5734, loss_cls: 3.1972, loss: 3.1972, grad_norm: 1.5284 2020-10-08 09:11:46,604 - mmaction - INFO - Epoch [161][560/1413] lr: 1.852e-01, eta: 1 day, 13:29:30, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3349, top5_acc: 0.5750, loss_cls: 3.1936, loss: 3.1936, grad_norm: 1.5078 2020-10-08 09:12:06,284 - mmaction - INFO - Epoch [161][580/1413] lr: 1.852e-01, eta: 1 day, 13:29:10, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3331, top5_acc: 0.5767, loss_cls: 3.1860, loss: 3.1860, grad_norm: 1.4913 2020-10-08 09:12:25,930 - mmaction - INFO - Epoch [161][600/1413] lr: 1.852e-01, eta: 1 day, 13:28:50, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3355, top5_acc: 0.5681, loss_cls: 3.2236, loss: 3.2236, grad_norm: 1.5352 2020-10-08 09:12:45,630 - mmaction - INFO - Epoch [161][620/1413] lr: 1.852e-01, eta: 1 day, 13:28:29, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.3268, top5_acc: 0.5710, loss_cls: 3.2073, loss: 3.2073, grad_norm: 1.5302 2020-10-08 09:13:05,234 - mmaction - INFO - Epoch [161][640/1413] lr: 1.852e-01, eta: 1 day, 13:28:09, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3272, top5_acc: 0.5708, loss_cls: 3.2241, loss: 3.2241, grad_norm: 1.5401 2020-10-08 09:13:24,830 - mmaction - INFO - Epoch [161][660/1413] lr: 1.852e-01, eta: 1 day, 13:27:49, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3294, top5_acc: 0.5697, loss_cls: 3.2083, loss: 3.2083, grad_norm: 1.5307 2020-10-08 09:13:44,448 - mmaction - INFO - Epoch [161][680/1413] lr: 1.852e-01, eta: 1 day, 13:27:28, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3245, top5_acc: 0.5655, loss_cls: 3.2389, loss: 3.2389, grad_norm: 1.5195 2020-10-08 09:14:04,071 - mmaction - INFO - Epoch [161][700/1413] lr: 1.852e-01, eta: 1 day, 13:27:08, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3174, top5_acc: 0.5652, loss_cls: 3.2468, loss: 3.2468, grad_norm: 1.5150 2020-10-08 09:14:23,715 - mmaction - INFO - Epoch [161][720/1413] lr: 1.852e-01, eta: 1 day, 13:26:48, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3392, top5_acc: 0.5759, loss_cls: 3.1983, loss: 3.1983, grad_norm: 1.5123 2020-10-08 09:14:43,312 - mmaction - INFO - Epoch [161][740/1413] lr: 1.852e-01, eta: 1 day, 13:26:28, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3361, top5_acc: 0.5701, loss_cls: 3.2166, loss: 3.2166, grad_norm: 1.5413 2020-10-08 09:15:02,967 - mmaction - INFO - Epoch [161][760/1413] lr: 1.852e-01, eta: 1 day, 13:26:07, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3400, top5_acc: 0.5710, loss_cls: 3.2155, loss: 3.2155, grad_norm: 1.5275 2020-10-08 09:15:22,601 - mmaction - INFO - Epoch [161][780/1413] lr: 1.852e-01, eta: 1 day, 13:25:47, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3368, top5_acc: 0.5768, loss_cls: 3.1760, loss: 3.1760, grad_norm: 1.5218 2020-10-08 09:15:42,163 - mmaction - INFO - Epoch [161][800/1413] lr: 1.852e-01, eta: 1 day, 13:25:27, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3245, top5_acc: 0.5686, loss_cls: 3.2276, loss: 3.2276, grad_norm: 1.5425 2020-10-08 09:16:01,815 - mmaction - INFO - Epoch [161][820/1413] lr: 1.852e-01, eta: 1 day, 13:25:06, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3392, top5_acc: 0.5754, loss_cls: 3.2016, loss: 3.2016, grad_norm: 1.5156 2020-10-08 09:16:21,536 - mmaction - INFO - Epoch [161][840/1413] lr: 1.852e-01, eta: 1 day, 13:24:46, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3323, top5_acc: 0.5641, loss_cls: 3.2359, loss: 3.2359, grad_norm: 1.5404 2020-10-08 09:16:41,212 - mmaction - INFO - Epoch [161][860/1413] lr: 1.852e-01, eta: 1 day, 13:24:26, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3348, top5_acc: 0.5725, loss_cls: 3.2202, loss: 3.2202, grad_norm: 1.5253 2020-10-08 09:17:00,780 - mmaction - INFO - Epoch [161][880/1413] lr: 1.852e-01, eta: 1 day, 13:24:06, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3236, top5_acc: 0.5658, loss_cls: 3.2450, loss: 3.2450, grad_norm: 1.5223 2020-10-08 09:17:20,393 - mmaction - INFO - Epoch [161][900/1413] lr: 1.852e-01, eta: 1 day, 13:23:45, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3254, top5_acc: 0.5673, loss_cls: 3.2275, loss: 3.2275, grad_norm: 1.5073 2020-10-08 09:17:40,045 - mmaction - INFO - Epoch [161][920/1413] lr: 1.852e-01, eta: 1 day, 13:23:25, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3328, top5_acc: 0.5801, loss_cls: 3.1774, loss: 3.1774, grad_norm: 1.5205 2020-10-08 09:17:59,768 - mmaction - INFO - Epoch [161][940/1413] lr: 1.852e-01, eta: 1 day, 13:23:05, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3294, top5_acc: 0.5734, loss_cls: 3.2145, loss: 3.2145, grad_norm: 1.5552 2020-10-08 09:18:19,405 - mmaction - INFO - Epoch [161][960/1413] lr: 1.852e-01, eta: 1 day, 13:22:45, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3311, top5_acc: 0.5753, loss_cls: 3.2114, loss: 3.2114, grad_norm: 1.5124 2020-10-08 09:18:38,918 - mmaction - INFO - Epoch [161][980/1413] lr: 1.852e-01, eta: 1 day, 13:22:24, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.3404, top5_acc: 0.5853, loss_cls: 3.1721, loss: 3.1721, grad_norm: 1.5047 2020-10-08 09:18:58,602 - mmaction - INFO - Epoch [161][1000/1413] lr: 1.852e-01, eta: 1 day, 13:22:04, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3257, top5_acc: 0.5668, loss_cls: 3.2417, loss: 3.2417, grad_norm: 1.5308 2020-10-08 09:19:18,206 - mmaction - INFO - Epoch [161][1020/1413] lr: 1.852e-01, eta: 1 day, 13:21:44, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3299, top5_acc: 0.5725, loss_cls: 3.2166, loss: 3.2166, grad_norm: 1.5365 2020-10-08 09:19:37,858 - mmaction - INFO - Epoch [161][1040/1413] lr: 1.852e-01, eta: 1 day, 13:21:23, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3384, top5_acc: 0.5788, loss_cls: 3.1669, loss: 3.1669, grad_norm: 1.5159 2020-10-08 09:19:57,477 - mmaction - INFO - Epoch [161][1060/1413] lr: 1.852e-01, eta: 1 day, 13:21:03, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3241, top5_acc: 0.5579, loss_cls: 3.2753, loss: 3.2753, grad_norm: 1.5230 2020-10-08 09:20:16,996 - mmaction - INFO - Epoch [161][1080/1413] lr: 1.852e-01, eta: 1 day, 13:20:43, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.3211, top5_acc: 0.5583, loss_cls: 3.2455, loss: 3.2455, grad_norm: 1.5509 2020-10-08 09:20:36,788 - mmaction - INFO - Epoch [161][1100/1413] lr: 1.852e-01, eta: 1 day, 13:20:23, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.3245, top5_acc: 0.5646, loss_cls: 3.2550, loss: 3.2550, grad_norm: 1.5227 2020-10-08 09:20:56,343 - mmaction - INFO - Epoch [161][1120/1413] lr: 1.852e-01, eta: 1 day, 13:20:02, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3320, top5_acc: 0.5727, loss_cls: 3.2031, loss: 3.2031, grad_norm: 1.5140 2020-10-08 09:21:16,024 - mmaction - INFO - Epoch [161][1140/1413] lr: 1.852e-01, eta: 1 day, 13:19:42, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3344, top5_acc: 0.5701, loss_cls: 3.2313, loss: 3.2313, grad_norm: 1.5303 2020-10-08 09:21:35,673 - mmaction - INFO - Epoch [161][1160/1413] lr: 1.852e-01, eta: 1 day, 13:19:22, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3258, top5_acc: 0.5711, loss_cls: 3.2122, loss: 3.2122, grad_norm: 1.5441 2020-10-08 09:21:55,416 - mmaction - INFO - Epoch [161][1180/1413] lr: 1.852e-01, eta: 1 day, 13:19:02, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.3234, top5_acc: 0.5678, loss_cls: 3.2291, loss: 3.2291, grad_norm: 1.5505 2020-10-08 09:22:14,957 - mmaction - INFO - Epoch [161][1200/1413] lr: 1.852e-01, eta: 1 day, 13:18:41, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3152, top5_acc: 0.5628, loss_cls: 3.2805, loss: 3.2805, grad_norm: 1.5119 2020-10-08 09:22:34,487 - mmaction - INFO - Epoch [161][1220/1413] lr: 1.852e-01, eta: 1 day, 13:18:21, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.3243, top5_acc: 0.5608, loss_cls: 3.2751, loss: 3.2751, grad_norm: 1.5498 2020-10-08 09:22:54,213 - mmaction - INFO - Epoch [161][1240/1413] lr: 1.852e-01, eta: 1 day, 13:18:01, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3361, top5_acc: 0.5766, loss_cls: 3.1997, loss: 3.1997, grad_norm: 1.5324 2020-10-08 09:23:13,818 - mmaction - INFO - Epoch [161][1260/1413] lr: 1.852e-01, eta: 1 day, 13:17:40, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3236, top5_acc: 0.5632, loss_cls: 3.2621, loss: 3.2621, grad_norm: 1.5256 2020-10-08 09:23:33,450 - mmaction - INFO - Epoch [161][1280/1413] lr: 1.852e-01, eta: 1 day, 13:17:20, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3292, top5_acc: 0.5720, loss_cls: 3.2354, loss: 3.2354, grad_norm: 1.5225 2020-10-08 09:23:53,045 - mmaction - INFO - Epoch [161][1300/1413] lr: 1.852e-01, eta: 1 day, 13:17:00, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3296, top5_acc: 0.5732, loss_cls: 3.2186, loss: 3.2186, grad_norm: 1.5022 2020-10-08 09:24:12,658 - mmaction - INFO - Epoch [161][1320/1413] lr: 1.852e-01, eta: 1 day, 13:16:40, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3257, top5_acc: 0.5637, loss_cls: 3.2596, loss: 3.2596, grad_norm: 1.5196 2020-10-08 09:24:32,372 - mmaction - INFO - Epoch [161][1340/1413] lr: 1.852e-01, eta: 1 day, 13:16:19, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3112, top5_acc: 0.5652, loss_cls: 3.2723, loss: 3.2723, grad_norm: 1.5437 2020-10-08 09:24:51,999 - mmaction - INFO - Epoch [161][1360/1413] lr: 1.852e-01, eta: 1 day, 13:15:59, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3318, top5_acc: 0.5699, loss_cls: 3.2393, loss: 3.2393, grad_norm: 1.5377 2020-10-08 09:25:11,574 - mmaction - INFO - Epoch [161][1380/1413] lr: 1.852e-01, eta: 1 day, 13:15:39, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3237, top5_acc: 0.5721, loss_cls: 3.2220, loss: 3.2220, grad_norm: 1.5337 2020-10-08 09:25:31,173 - mmaction - INFO - Epoch [161][1400/1413] lr: 1.852e-01, eta: 1 day, 13:15:18, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3320, top5_acc: 0.5729, loss_cls: 3.1861, loss: 3.1861, grad_norm: 1.5019 2020-10-08 09:26:36,094 - mmaction - INFO - Epoch [162][20/1413] lr: 1.818e-01, eta: 1 day, 13:15:01, time: 2.585, data_time: 1.323, memory: 8482, top1_acc: 0.3298, top5_acc: 0.5819, loss_cls: 3.1774, loss: 3.1774, grad_norm: 1.5312 2020-10-08 09:26:55,491 - mmaction - INFO - Epoch [162][40/1413] lr: 1.818e-01, eta: 1 day, 13:14:41, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3306, top5_acc: 0.5729, loss_cls: 3.2061, loss: 3.2061, grad_norm: 1.5332 2020-10-08 09:27:15,154 - mmaction - INFO - Epoch [162][60/1413] lr: 1.818e-01, eta: 1 day, 13:14:20, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3419, top5_acc: 0.5867, loss_cls: 3.1502, loss: 3.1502, grad_norm: 1.5134 2020-10-08 09:27:34,787 - mmaction - INFO - Epoch [162][80/1413] lr: 1.818e-01, eta: 1 day, 13:14:00, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3406, top5_acc: 0.5824, loss_cls: 3.1543, loss: 3.1543, grad_norm: 1.5539 2020-10-08 09:27:54,389 - mmaction - INFO - Epoch [162][100/1413] lr: 1.818e-01, eta: 1 day, 13:13:40, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3312, top5_acc: 0.5771, loss_cls: 3.2107, loss: 3.2107, grad_norm: 1.5416 2020-10-08 09:28:13,981 - mmaction - INFO - Epoch [162][120/1413] lr: 1.818e-01, eta: 1 day, 13:13:20, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3301, top5_acc: 0.5707, loss_cls: 3.1945, loss: 3.1945, grad_norm: 1.5357 2020-10-08 09:28:33,623 - mmaction - INFO - Epoch [162][140/1413] lr: 1.818e-01, eta: 1 day, 13:12:59, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3301, top5_acc: 0.5746, loss_cls: 3.2140, loss: 3.2140, grad_norm: 1.5095 2020-10-08 09:28:53,256 - mmaction - INFO - Epoch [162][160/1413] lr: 1.818e-01, eta: 1 day, 13:12:39, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3376, top5_acc: 0.5712, loss_cls: 3.1683, loss: 3.1683, grad_norm: 1.5047 2020-10-08 09:29:12,835 - mmaction - INFO - Epoch [162][180/1413] lr: 1.818e-01, eta: 1 day, 13:12:19, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3326, top5_acc: 0.5698, loss_cls: 3.2141, loss: 3.2141, grad_norm: 1.5468 2020-10-08 09:29:32,521 - mmaction - INFO - Epoch [162][200/1413] lr: 1.818e-01, eta: 1 day, 13:11:58, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3339, top5_acc: 0.5702, loss_cls: 3.1974, loss: 3.1974, grad_norm: 1.5391 2020-10-08 09:29:52,101 - mmaction - INFO - Epoch [162][220/1413] lr: 1.818e-01, eta: 1 day, 13:11:38, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3266, top5_acc: 0.5793, loss_cls: 3.1792, loss: 3.1792, grad_norm: 1.5253 2020-10-08 09:30:10,733 - mmaction - INFO - Epoch [162][240/1413] lr: 1.818e-01, eta: 1 day, 13:11:17, time: 0.931, data_time: 0.002, memory: 8482, top1_acc: 0.3340, top5_acc: 0.5759, loss_cls: 3.1831, loss: 3.1831, grad_norm: 1.5319 2020-10-08 09:30:30,253 - mmaction - INFO - Epoch [162][260/1413] lr: 1.818e-01, eta: 1 day, 13:10:57, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3245, top5_acc: 0.5754, loss_cls: 3.2264, loss: 3.2264, grad_norm: 1.5405 2020-10-08 09:30:49,979 - mmaction - INFO - Epoch [162][280/1413] lr: 1.818e-01, eta: 1 day, 13:10:37, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.3305, top5_acc: 0.5737, loss_cls: 3.1992, loss: 3.1992, grad_norm: 1.5428 2020-10-08 09:31:09,483 - mmaction - INFO - Epoch [162][300/1413] lr: 1.818e-01, eta: 1 day, 13:10:16, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.3332, top5_acc: 0.5699, loss_cls: 3.2045, loss: 3.2045, grad_norm: 1.5281 2020-10-08 09:31:29,218 - mmaction - INFO - Epoch [162][320/1413] lr: 1.818e-01, eta: 1 day, 13:09:56, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.3365, top5_acc: 0.5753, loss_cls: 3.1987, loss: 3.1987, grad_norm: 1.5230 2020-10-08 09:31:48,883 - mmaction - INFO - Epoch [162][340/1413] lr: 1.818e-01, eta: 1 day, 13:09:36, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3323, top5_acc: 0.5665, loss_cls: 3.2000, loss: 3.2000, grad_norm: 1.5296 2020-10-08 09:32:08,527 - mmaction - INFO - Epoch [162][360/1413] lr: 1.818e-01, eta: 1 day, 13:09:15, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3385, top5_acc: 0.5690, loss_cls: 3.2005, loss: 3.2005, grad_norm: 1.5242 2020-10-08 09:32:28,064 - mmaction - INFO - Epoch [162][380/1413] lr: 1.818e-01, eta: 1 day, 13:08:55, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3319, top5_acc: 0.5694, loss_cls: 3.2231, loss: 3.2231, grad_norm: 1.5401 2020-10-08 09:32:47,642 - mmaction - INFO - Epoch [162][400/1413] lr: 1.818e-01, eta: 1 day, 13:08:35, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.3194, top5_acc: 0.5594, loss_cls: 3.2386, loss: 3.2386, grad_norm: 1.5309 2020-10-08 09:33:07,228 - mmaction - INFO - Epoch [162][420/1413] lr: 1.818e-01, eta: 1 day, 13:08:14, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3352, top5_acc: 0.5783, loss_cls: 3.1836, loss: 3.1836, grad_norm: 1.5364 2020-10-08 09:33:26,929 - mmaction - INFO - Epoch [162][440/1413] lr: 1.818e-01, eta: 1 day, 13:07:54, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.3322, top5_acc: 0.5721, loss_cls: 3.2085, loss: 3.2085, grad_norm: 1.5382 2020-10-08 09:33:46,461 - mmaction - INFO - Epoch [162][460/1413] lr: 1.818e-01, eta: 1 day, 13:07:34, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3294, top5_acc: 0.5661, loss_cls: 3.2236, loss: 3.2236, grad_norm: 1.5428 2020-10-08 09:34:06,043 - mmaction - INFO - Epoch [162][480/1413] lr: 1.818e-01, eta: 1 day, 13:07:14, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3186, top5_acc: 0.5611, loss_cls: 3.2526, loss: 3.2526, grad_norm: 1.5301 2020-10-08 09:34:25,623 - mmaction - INFO - Epoch [162][500/1413] lr: 1.818e-01, eta: 1 day, 13:06:53, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3346, top5_acc: 0.5766, loss_cls: 3.1796, loss: 3.1796, grad_norm: 1.5247 2020-10-08 09:34:45,225 - mmaction - INFO - Epoch [162][520/1413] lr: 1.818e-01, eta: 1 day, 13:06:33, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3277, top5_acc: 0.5704, loss_cls: 3.2254, loss: 3.2254, grad_norm: 1.5435 2020-10-08 09:35:04,883 - mmaction - INFO - Epoch [162][540/1413] lr: 1.818e-01, eta: 1 day, 13:06:13, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3357, top5_acc: 0.5762, loss_cls: 3.1720, loss: 3.1720, grad_norm: 1.5352 2020-10-08 09:35:24,434 - mmaction - INFO - Epoch [162][560/1413] lr: 1.818e-01, eta: 1 day, 13:05:52, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3311, top5_acc: 0.5712, loss_cls: 3.2146, loss: 3.2146, grad_norm: 1.5336 2020-10-08 09:35:44,071 - mmaction - INFO - Epoch [162][580/1413] lr: 1.818e-01, eta: 1 day, 13:05:32, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3280, top5_acc: 0.5665, loss_cls: 3.2390, loss: 3.2390, grad_norm: 1.5305 2020-10-08 09:36:03,687 - mmaction - INFO - Epoch [162][600/1413] lr: 1.818e-01, eta: 1 day, 13:05:12, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3333, top5_acc: 0.5772, loss_cls: 3.2014, loss: 3.2014, grad_norm: 1.5434 2020-10-08 09:36:23,322 - mmaction - INFO - Epoch [162][620/1413] lr: 1.818e-01, eta: 1 day, 13:04:51, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3236, top5_acc: 0.5687, loss_cls: 3.2379, loss: 3.2379, grad_norm: 1.5452 2020-10-08 09:36:42,880 - mmaction - INFO - Epoch [162][640/1413] lr: 1.818e-01, eta: 1 day, 13:04:31, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.3428, top5_acc: 0.5790, loss_cls: 3.1706, loss: 3.1706, grad_norm: 1.5458 2020-10-08 09:37:02,537 - mmaction - INFO - Epoch [162][660/1413] lr: 1.818e-01, eta: 1 day, 13:04:11, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3302, top5_acc: 0.5762, loss_cls: 3.2151, loss: 3.2151, grad_norm: 1.5476 2020-10-08 09:37:22,314 - mmaction - INFO - Epoch [162][680/1413] lr: 1.818e-01, eta: 1 day, 13:03:51, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3333, top5_acc: 0.5772, loss_cls: 3.1897, loss: 3.1897, grad_norm: 1.5323 2020-10-08 09:37:41,800 - mmaction - INFO - Epoch [162][700/1413] lr: 1.818e-01, eta: 1 day, 13:03:30, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3332, top5_acc: 0.5710, loss_cls: 3.2036, loss: 3.2036, grad_norm: 1.5328 2020-10-08 09:38:01,463 - mmaction - INFO - Epoch [162][720/1413] lr: 1.818e-01, eta: 1 day, 13:03:10, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3375, top5_acc: 0.5768, loss_cls: 3.1643, loss: 3.1643, grad_norm: 1.5189 2020-10-08 09:38:20,927 - mmaction - INFO - Epoch [162][740/1413] lr: 1.818e-01, eta: 1 day, 13:02:50, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3332, top5_acc: 0.5674, loss_cls: 3.2085, loss: 3.2085, grad_norm: 1.5147 2020-10-08 09:38:40,543 - mmaction - INFO - Epoch [162][760/1413] lr: 1.818e-01, eta: 1 day, 13:02:29, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3362, top5_acc: 0.5766, loss_cls: 3.1841, loss: 3.1841, grad_norm: 1.5198 2020-10-08 09:39:00,209 - mmaction - INFO - Epoch [162][780/1413] lr: 1.818e-01, eta: 1 day, 13:02:09, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3236, top5_acc: 0.5656, loss_cls: 3.2340, loss: 3.2340, grad_norm: 1.5617 2020-10-08 09:39:19,748 - mmaction - INFO - Epoch [162][800/1413] lr: 1.818e-01, eta: 1 day, 13:01:49, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3276, top5_acc: 0.5750, loss_cls: 3.2137, loss: 3.2137, grad_norm: 1.5088 2020-10-08 09:39:39,238 - mmaction - INFO - Epoch [162][820/1413] lr: 1.818e-01, eta: 1 day, 13:01:28, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3307, top5_acc: 0.5724, loss_cls: 3.1823, loss: 3.1823, grad_norm: 1.5091 2020-10-08 09:39:58,816 - mmaction - INFO - Epoch [162][840/1413] lr: 1.818e-01, eta: 1 day, 13:01:08, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3323, top5_acc: 0.5672, loss_cls: 3.2395, loss: 3.2395, grad_norm: 1.5403 2020-10-08 09:40:18,509 - mmaction - INFO - Epoch [162][860/1413] lr: 1.818e-01, eta: 1 day, 13:00:48, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3323, top5_acc: 0.5699, loss_cls: 3.2227, loss: 3.2227, grad_norm: 1.5317 2020-10-08 09:40:38,106 - mmaction - INFO - Epoch [162][880/1413] lr: 1.818e-01, eta: 1 day, 13:00:28, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3243, top5_acc: 0.5695, loss_cls: 3.2275, loss: 3.2275, grad_norm: 1.5374 2020-10-08 09:40:57,741 - mmaction - INFO - Epoch [162][900/1413] lr: 1.818e-01, eta: 1 day, 13:00:07, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3342, top5_acc: 0.5690, loss_cls: 3.2091, loss: 3.2091, grad_norm: 1.5368 2020-10-08 09:41:17,370 - mmaction - INFO - Epoch [162][920/1413] lr: 1.818e-01, eta: 1 day, 12:59:47, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3273, top5_acc: 0.5659, loss_cls: 3.2170, loss: 3.2170, grad_norm: 1.5498 2020-10-08 09:41:36,972 - mmaction - INFO - Epoch [162][940/1413] lr: 1.818e-01, eta: 1 day, 12:59:27, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3365, top5_acc: 0.5772, loss_cls: 3.2001, loss: 3.2001, grad_norm: 1.5520 2020-10-08 09:41:56,532 - mmaction - INFO - Epoch [162][960/1413] lr: 1.818e-01, eta: 1 day, 12:59:06, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3255, top5_acc: 0.5658, loss_cls: 3.2403, loss: 3.2403, grad_norm: 1.5381 2020-10-08 09:42:16,184 - mmaction - INFO - Epoch [162][980/1413] lr: 1.818e-01, eta: 1 day, 12:58:46, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3406, top5_acc: 0.5743, loss_cls: 3.1915, loss: 3.1915, grad_norm: 1.5113 2020-10-08 09:42:35,652 - mmaction - INFO - Epoch [162][1000/1413] lr: 1.818e-01, eta: 1 day, 12:58:26, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3323, top5_acc: 0.5686, loss_cls: 3.2261, loss: 3.2261, grad_norm: 1.5321 2020-10-08 09:42:55,245 - mmaction - INFO - Epoch [162][1020/1413] lr: 1.818e-01, eta: 1 day, 12:58:05, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3307, top5_acc: 0.5671, loss_cls: 3.2150, loss: 3.2150, grad_norm: 1.5362 2020-10-08 09:43:14,798 - mmaction - INFO - Epoch [162][1040/1413] lr: 1.818e-01, eta: 1 day, 12:57:45, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3307, top5_acc: 0.5743, loss_cls: 3.1991, loss: 3.1991, grad_norm: 1.5081 2020-10-08 09:43:34,542 - mmaction - INFO - Epoch [162][1060/1413] lr: 1.818e-01, eta: 1 day, 12:57:25, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3217, top5_acc: 0.5691, loss_cls: 3.2389, loss: 3.2389, grad_norm: 1.5669 2020-10-08 09:43:54,162 - mmaction - INFO - Epoch [162][1080/1413] lr: 1.818e-01, eta: 1 day, 12:57:05, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3341, top5_acc: 0.5720, loss_cls: 3.2068, loss: 3.2068, grad_norm: 1.5431 2020-10-08 09:44:13,831 - mmaction - INFO - Epoch [162][1100/1413] lr: 1.818e-01, eta: 1 day, 12:56:44, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3339, top5_acc: 0.5667, loss_cls: 3.2156, loss: 3.2156, grad_norm: 1.5179 2020-10-08 09:44:33,477 - mmaction - INFO - Epoch [162][1120/1413] lr: 1.818e-01, eta: 1 day, 12:56:24, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3372, top5_acc: 0.5784, loss_cls: 3.1734, loss: 3.1734, grad_norm: 1.5339 2020-10-08 09:44:53,057 - mmaction - INFO - Epoch [162][1140/1413] lr: 1.818e-01, eta: 1 day, 12:56:04, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3289, top5_acc: 0.5721, loss_cls: 3.2207, loss: 3.2207, grad_norm: 1.5300 2020-10-08 09:45:12,597 - mmaction - INFO - Epoch [162][1160/1413] lr: 1.818e-01, eta: 1 day, 12:55:44, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3378, top5_acc: 0.5742, loss_cls: 3.1989, loss: 3.1989, grad_norm: 1.5410 2020-10-08 09:45:32,252 - mmaction - INFO - Epoch [162][1180/1413] lr: 1.818e-01, eta: 1 day, 12:55:23, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3372, top5_acc: 0.5734, loss_cls: 3.1958, loss: 3.1958, grad_norm: 1.5351 2020-10-08 09:45:51,983 - mmaction - INFO - Epoch [162][1200/1413] lr: 1.818e-01, eta: 1 day, 12:55:03, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3349, top5_acc: 0.5826, loss_cls: 3.1906, loss: 3.1906, grad_norm: 1.5188 2020-10-08 09:46:11,558 - mmaction - INFO - Epoch [162][1220/1413] lr: 1.818e-01, eta: 1 day, 12:54:43, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3276, top5_acc: 0.5642, loss_cls: 3.2345, loss: 3.2345, grad_norm: 1.5394 2020-10-08 09:46:31,261 - mmaction - INFO - Epoch [162][1240/1413] lr: 1.818e-01, eta: 1 day, 12:54:23, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3328, top5_acc: 0.5743, loss_cls: 3.2038, loss: 3.2038, grad_norm: 1.5323 2020-10-08 09:46:50,795 - mmaction - INFO - Epoch [162][1260/1413] lr: 1.818e-01, eta: 1 day, 12:54:02, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.3299, top5_acc: 0.5618, loss_cls: 3.2402, loss: 3.2402, grad_norm: 1.5473 2020-10-08 09:47:10,365 - mmaction - INFO - Epoch [162][1280/1413] lr: 1.818e-01, eta: 1 day, 12:53:42, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3296, top5_acc: 0.5715, loss_cls: 3.2216, loss: 3.2216, grad_norm: 1.5453 2020-10-08 09:47:29,895 - mmaction - INFO - Epoch [162][1300/1413] lr: 1.818e-01, eta: 1 day, 12:53:22, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3167, top5_acc: 0.5609, loss_cls: 3.2970, loss: 3.2970, grad_norm: 1.5219 2020-10-08 09:47:49,535 - mmaction - INFO - Epoch [162][1320/1413] lr: 1.818e-01, eta: 1 day, 12:53:01, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3319, top5_acc: 0.5697, loss_cls: 3.2130, loss: 3.2130, grad_norm: 1.5091 2020-10-08 09:48:09,340 - mmaction - INFO - Epoch [162][1340/1413] lr: 1.818e-01, eta: 1 day, 12:52:41, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.3353, top5_acc: 0.5755, loss_cls: 3.1974, loss: 3.1974, grad_norm: 1.5210 2020-10-08 09:48:28,885 - mmaction - INFO - Epoch [162][1360/1413] lr: 1.818e-01, eta: 1 day, 12:52:21, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3264, top5_acc: 0.5681, loss_cls: 3.2429, loss: 3.2429, grad_norm: 1.5485 2020-10-08 09:48:48,422 - mmaction - INFO - Epoch [162][1380/1413] lr: 1.818e-01, eta: 1 day, 12:52:00, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3194, top5_acc: 0.5645, loss_cls: 3.2450, loss: 3.2450, grad_norm: 1.5585 2020-10-08 09:49:08,050 - mmaction - INFO - Epoch [162][1400/1413] lr: 1.818e-01, eta: 1 day, 12:51:40, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3354, top5_acc: 0.5711, loss_cls: 3.2155, loss: 3.2155, grad_norm: 1.5373 2020-10-08 09:50:14,086 - mmaction - INFO - Epoch [163][20/1413] lr: 1.784e-01, eta: 1 day, 12:51:24, time: 2.658, data_time: 1.500, memory: 8482, top1_acc: 0.3306, top5_acc: 0.5743, loss_cls: 3.1958, loss: 3.1958, grad_norm: 1.5392 2020-10-08 09:50:33,441 - mmaction - INFO - Epoch [163][40/1413] lr: 1.784e-01, eta: 1 day, 12:51:03, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3447, top5_acc: 0.5749, loss_cls: 3.1746, loss: 3.1746, grad_norm: 1.5361 2020-10-08 09:50:53,010 - mmaction - INFO - Epoch [163][60/1413] lr: 1.784e-01, eta: 1 day, 12:50:43, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3380, top5_acc: 0.5770, loss_cls: 3.1878, loss: 3.1878, grad_norm: 1.5660 2020-10-08 09:51:12,555 - mmaction - INFO - Epoch [163][80/1413] lr: 1.784e-01, eta: 1 day, 12:50:23, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3346, top5_acc: 0.5779, loss_cls: 3.2014, loss: 3.2014, grad_norm: 1.5382 2020-10-08 09:51:32,024 - mmaction - INFO - Epoch [163][100/1413] lr: 1.784e-01, eta: 1 day, 12:50:02, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.3366, top5_acc: 0.5767, loss_cls: 3.1779, loss: 3.1779, grad_norm: 1.5198 2020-10-08 09:51:51,577 - mmaction - INFO - Epoch [163][120/1413] lr: 1.784e-01, eta: 1 day, 12:49:42, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3378, top5_acc: 0.5771, loss_cls: 3.1593, loss: 3.1593, grad_norm: 1.5473 2020-10-08 09:52:11,127 - mmaction - INFO - Epoch [163][140/1413] lr: 1.784e-01, eta: 1 day, 12:49:22, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3371, top5_acc: 0.5759, loss_cls: 3.1871, loss: 3.1871, grad_norm: 1.5442 2020-10-08 09:52:30,767 - mmaction - INFO - Epoch [163][160/1413] lr: 1.784e-01, eta: 1 day, 12:49:01, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3408, top5_acc: 0.5883, loss_cls: 3.1468, loss: 3.1468, grad_norm: 1.5353 2020-10-08 09:52:50,350 - mmaction - INFO - Epoch [163][180/1413] lr: 1.784e-01, eta: 1 day, 12:48:41, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3299, top5_acc: 0.5807, loss_cls: 3.1915, loss: 3.1915, grad_norm: 1.5353 2020-10-08 09:53:10,079 - mmaction - INFO - Epoch [163][200/1413] lr: 1.784e-01, eta: 1 day, 12:48:21, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3345, top5_acc: 0.5661, loss_cls: 3.2188, loss: 3.2188, grad_norm: 1.5453 2020-10-08 09:53:29,781 - mmaction - INFO - Epoch [163][220/1413] lr: 1.784e-01, eta: 1 day, 12:48:01, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3414, top5_acc: 0.5755, loss_cls: 3.1841, loss: 3.1841, grad_norm: 1.5189 2020-10-08 09:53:49,502 - mmaction - INFO - Epoch [163][240/1413] lr: 1.784e-01, eta: 1 day, 12:47:40, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3448, top5_acc: 0.5766, loss_cls: 3.1553, loss: 3.1553, grad_norm: 1.5293 2020-10-08 09:54:09,126 - mmaction - INFO - Epoch [163][260/1413] lr: 1.784e-01, eta: 1 day, 12:47:20, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3389, top5_acc: 0.5772, loss_cls: 3.1814, loss: 3.1814, grad_norm: 1.5787 2020-10-08 09:54:28,710 - mmaction - INFO - Epoch [163][280/1413] lr: 1.784e-01, eta: 1 day, 12:47:00, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3353, top5_acc: 0.5811, loss_cls: 3.1818, loss: 3.1818, grad_norm: 1.5278 2020-10-08 09:54:48,484 - mmaction - INFO - Epoch [163][300/1413] lr: 1.784e-01, eta: 1 day, 12:46:40, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3346, top5_acc: 0.5754, loss_cls: 3.1963, loss: 3.1963, grad_norm: 1.5366 2020-10-08 09:55:08,073 - mmaction - INFO - Epoch [163][320/1413] lr: 1.784e-01, eta: 1 day, 12:46:19, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.3327, top5_acc: 0.5695, loss_cls: 3.2148, loss: 3.2148, grad_norm: 1.5542 2020-10-08 09:55:27,642 - mmaction - INFO - Epoch [163][340/1413] lr: 1.784e-01, eta: 1 day, 12:45:59, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3318, top5_acc: 0.5747, loss_cls: 3.2073, loss: 3.2073, grad_norm: 1.5475 2020-10-08 09:55:47,244 - mmaction - INFO - Epoch [163][360/1413] lr: 1.784e-01, eta: 1 day, 12:45:39, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3314, top5_acc: 0.5686, loss_cls: 3.2199, loss: 3.2199, grad_norm: 1.5313 2020-10-08 09:56:06,945 - mmaction - INFO - Epoch [163][380/1413] lr: 1.784e-01, eta: 1 day, 12:45:19, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3224, top5_acc: 0.5697, loss_cls: 3.2486, loss: 3.2486, grad_norm: 1.5621 2020-10-08 09:56:26,633 - mmaction - INFO - Epoch [163][400/1413] lr: 1.784e-01, eta: 1 day, 12:44:58, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3318, top5_acc: 0.5728, loss_cls: 3.2209, loss: 3.2209, grad_norm: 1.5333 2020-10-08 09:56:46,358 - mmaction - INFO - Epoch [163][420/1413] lr: 1.784e-01, eta: 1 day, 12:44:38, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3303, top5_acc: 0.5698, loss_cls: 3.1914, loss: 3.1914, grad_norm: 1.5149 2020-10-08 09:57:05,960 - mmaction - INFO - Epoch [163][440/1413] lr: 1.784e-01, eta: 1 day, 12:44:18, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3501, top5_acc: 0.5868, loss_cls: 3.1379, loss: 3.1379, grad_norm: 1.5366 2020-10-08 09:57:25,576 - mmaction - INFO - Epoch [163][460/1413] lr: 1.784e-01, eta: 1 day, 12:43:58, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3402, top5_acc: 0.5829, loss_cls: 3.1733, loss: 3.1733, grad_norm: 1.5409 2020-10-08 09:57:45,334 - mmaction - INFO - Epoch [163][480/1413] lr: 1.784e-01, eta: 1 day, 12:43:37, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.3309, top5_acc: 0.5680, loss_cls: 3.2106, loss: 3.2106, grad_norm: 1.5634 2020-10-08 09:58:05,071 - mmaction - INFO - Epoch [163][500/1413] lr: 1.784e-01, eta: 1 day, 12:43:17, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3331, top5_acc: 0.5708, loss_cls: 3.1988, loss: 3.1988, grad_norm: 1.5240 2020-10-08 09:58:24,735 - mmaction - INFO - Epoch [163][520/1413] lr: 1.784e-01, eta: 1 day, 12:42:57, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3345, top5_acc: 0.5771, loss_cls: 3.1808, loss: 3.1808, grad_norm: 1.5424 2020-10-08 09:58:44,344 - mmaction - INFO - Epoch [163][540/1413] lr: 1.784e-01, eta: 1 day, 12:42:37, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3384, top5_acc: 0.5779, loss_cls: 3.1677, loss: 3.1677, grad_norm: 1.5557 2020-10-08 09:59:04,105 - mmaction - INFO - Epoch [163][560/1413] lr: 1.784e-01, eta: 1 day, 12:42:17, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3405, top5_acc: 0.5724, loss_cls: 3.1753, loss: 3.1753, grad_norm: 1.5433 2020-10-08 09:59:23,714 - mmaction - INFO - Epoch [163][580/1413] lr: 1.784e-01, eta: 1 day, 12:41:56, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3310, top5_acc: 0.5732, loss_cls: 3.1872, loss: 3.1872, grad_norm: 1.5466 2020-10-08 09:59:43,294 - mmaction - INFO - Epoch [163][600/1413] lr: 1.784e-01, eta: 1 day, 12:41:36, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3324, top5_acc: 0.5725, loss_cls: 3.1951, loss: 3.1951, grad_norm: 1.5330 2020-10-08 10:00:03,438 - mmaction - INFO - Epoch [163][620/1413] lr: 1.784e-01, eta: 1 day, 12:41:16, time: 1.005, data_time: 0.001, memory: 8482, top1_acc: 0.3352, top5_acc: 0.5758, loss_cls: 3.1818, loss: 3.1818, grad_norm: 1.5432 2020-10-08 10:00:23,544 - mmaction - INFO - Epoch [163][640/1413] lr: 1.784e-01, eta: 1 day, 12:40:56, time: 1.008, data_time: 0.004, memory: 8482, top1_acc: 0.3331, top5_acc: 0.5784, loss_cls: 3.2092, loss: 3.2092, grad_norm: 1.5405 2020-10-08 10:00:43,204 - mmaction - INFO - Epoch [163][660/1413] lr: 1.784e-01, eta: 1 day, 12:40:36, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3348, top5_acc: 0.5762, loss_cls: 3.1780, loss: 3.1780, grad_norm: 1.5237 2020-10-08 10:01:02,930 - mmaction - INFO - Epoch [163][680/1413] lr: 1.784e-01, eta: 1 day, 12:40:16, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.3247, top5_acc: 0.5680, loss_cls: 3.2523, loss: 3.2523, grad_norm: 1.5466 2020-10-08 10:01:22,518 - mmaction - INFO - Epoch [163][700/1413] lr: 1.784e-01, eta: 1 day, 12:39:56, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3332, top5_acc: 0.5776, loss_cls: 3.2045, loss: 3.2045, grad_norm: 1.5409 2020-10-08 10:01:42,108 - mmaction - INFO - Epoch [163][720/1413] lr: 1.784e-01, eta: 1 day, 12:39:35, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.3289, top5_acc: 0.5725, loss_cls: 3.2092, loss: 3.2092, grad_norm: 1.5554 2020-10-08 10:02:01,735 - mmaction - INFO - Epoch [163][740/1413] lr: 1.784e-01, eta: 1 day, 12:39:15, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3289, top5_acc: 0.5758, loss_cls: 3.2063, loss: 3.2063, grad_norm: 1.5570 2020-10-08 10:02:21,329 - mmaction - INFO - Epoch [163][760/1413] lr: 1.784e-01, eta: 1 day, 12:38:55, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3298, top5_acc: 0.5733, loss_cls: 3.2244, loss: 3.2244, grad_norm: 1.5513 2020-10-08 10:02:41,061 - mmaction - INFO - Epoch [163][780/1413] lr: 1.784e-01, eta: 1 day, 12:38:34, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.3346, top5_acc: 0.5723, loss_cls: 3.2189, loss: 3.2189, grad_norm: 1.5376 2020-10-08 10:03:00,720 - mmaction - INFO - Epoch [163][800/1413] lr: 1.784e-01, eta: 1 day, 12:38:14, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3268, top5_acc: 0.5689, loss_cls: 3.2122, loss: 3.2122, grad_norm: 1.5588 2020-10-08 10:03:20,349 - mmaction - INFO - Epoch [163][820/1413] lr: 1.784e-01, eta: 1 day, 12:37:54, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3298, top5_acc: 0.5650, loss_cls: 3.2279, loss: 3.2279, grad_norm: 1.5519 2020-10-08 10:03:39,859 - mmaction - INFO - Epoch [163][840/1413] lr: 1.784e-01, eta: 1 day, 12:37:34, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3285, top5_acc: 0.5664, loss_cls: 3.2253, loss: 3.2253, grad_norm: 1.5421 2020-10-08 10:03:59,507 - mmaction - INFO - Epoch [163][860/1413] lr: 1.784e-01, eta: 1 day, 12:37:13, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3246, top5_acc: 0.5712, loss_cls: 3.2340, loss: 3.2340, grad_norm: 1.5502 2020-10-08 10:04:19,263 - mmaction - INFO - Epoch [163][880/1413] lr: 1.784e-01, eta: 1 day, 12:36:53, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3254, top5_acc: 0.5622, loss_cls: 3.2379, loss: 3.2379, grad_norm: 1.5405 2020-10-08 10:04:38,877 - mmaction - INFO - Epoch [163][900/1413] lr: 1.784e-01, eta: 1 day, 12:36:33, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3293, top5_acc: 0.5651, loss_cls: 3.2151, loss: 3.2151, grad_norm: 1.5400 2020-10-08 10:04:58,447 - mmaction - INFO - Epoch [163][920/1413] lr: 1.784e-01, eta: 1 day, 12:36:13, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3440, top5_acc: 0.5733, loss_cls: 3.1928, loss: 3.1928, grad_norm: 1.5472 2020-10-08 10:05:18,082 - mmaction - INFO - Epoch [163][940/1413] lr: 1.784e-01, eta: 1 day, 12:35:52, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3219, top5_acc: 0.5620, loss_cls: 3.2689, loss: 3.2689, grad_norm: 1.5391 2020-10-08 10:05:37,657 - mmaction - INFO - Epoch [163][960/1413] lr: 1.784e-01, eta: 1 day, 12:35:32, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.3318, top5_acc: 0.5652, loss_cls: 3.2323, loss: 3.2323, grad_norm: 1.5433 2020-10-08 10:05:57,354 - mmaction - INFO - Epoch [163][980/1413] lr: 1.784e-01, eta: 1 day, 12:35:12, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3384, top5_acc: 0.5749, loss_cls: 3.1641, loss: 3.1641, grad_norm: 1.5575 2020-10-08 10:06:16,972 - mmaction - INFO - Epoch [163][1000/1413] lr: 1.784e-01, eta: 1 day, 12:34:52, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3362, top5_acc: 0.5741, loss_cls: 3.2191, loss: 3.2191, grad_norm: 1.5514 2020-10-08 10:06:36,650 - mmaction - INFO - Epoch [163][1020/1413] lr: 1.784e-01, eta: 1 day, 12:34:31, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3380, top5_acc: 0.5799, loss_cls: 3.1866, loss: 3.1866, grad_norm: 1.5223 2020-10-08 10:06:56,331 - mmaction - INFO - Epoch [163][1040/1413] lr: 1.784e-01, eta: 1 day, 12:34:11, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3332, top5_acc: 0.5660, loss_cls: 3.1925, loss: 3.1925, grad_norm: 1.5413 2020-10-08 10:07:16,017 - mmaction - INFO - Epoch [163][1060/1413] lr: 1.784e-01, eta: 1 day, 12:33:51, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3318, top5_acc: 0.5770, loss_cls: 3.1916, loss: 3.1916, grad_norm: 1.5307 2020-10-08 10:07:35,650 - mmaction - INFO - Epoch [163][1080/1413] lr: 1.784e-01, eta: 1 day, 12:33:31, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3320, top5_acc: 0.5710, loss_cls: 3.2068, loss: 3.2068, grad_norm: 1.5508 2020-10-08 10:07:55,285 - mmaction - INFO - Epoch [163][1100/1413] lr: 1.784e-01, eta: 1 day, 12:33:10, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3245, top5_acc: 0.5742, loss_cls: 3.2079, loss: 3.2079, grad_norm: 1.5529 2020-10-08 10:08:14,903 - mmaction - INFO - Epoch [163][1120/1413] lr: 1.784e-01, eta: 1 day, 12:32:50, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3309, top5_acc: 0.5714, loss_cls: 3.1996, loss: 3.1996, grad_norm: 1.5438 2020-10-08 10:08:34,451 - mmaction - INFO - Epoch [163][1140/1413] lr: 1.784e-01, eta: 1 day, 12:32:30, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.3447, top5_acc: 0.5818, loss_cls: 3.1537, loss: 3.1537, grad_norm: 1.5454 2020-10-08 10:08:54,045 - mmaction - INFO - Epoch [163][1160/1413] lr: 1.784e-01, eta: 1 day, 12:32:09, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3350, top5_acc: 0.5773, loss_cls: 3.2028, loss: 3.2028, grad_norm: 1.5572 2020-10-08 10:09:13,788 - mmaction - INFO - Epoch [163][1180/1413] lr: 1.784e-01, eta: 1 day, 12:31:49, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.3320, top5_acc: 0.5741, loss_cls: 3.2137, loss: 3.2137, grad_norm: 1.5455 2020-10-08 10:09:33,472 - mmaction - INFO - Epoch [163][1200/1413] lr: 1.784e-01, eta: 1 day, 12:31:29, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3331, top5_acc: 0.5689, loss_cls: 3.2090, loss: 3.2090, grad_norm: 1.5353 2020-10-08 10:09:53,168 - mmaction - INFO - Epoch [163][1220/1413] lr: 1.784e-01, eta: 1 day, 12:31:09, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3243, top5_acc: 0.5685, loss_cls: 3.2401, loss: 3.2401, grad_norm: 1.5435 2020-10-08 10:10:12,809 - mmaction - INFO - Epoch [163][1240/1413] lr: 1.784e-01, eta: 1 day, 12:30:49, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3335, top5_acc: 0.5685, loss_cls: 3.2021, loss: 3.2021, grad_norm: 1.5635 2020-10-08 10:10:32,487 - mmaction - INFO - Epoch [163][1260/1413] lr: 1.784e-01, eta: 1 day, 12:30:28, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3322, top5_acc: 0.5717, loss_cls: 3.2057, loss: 3.2057, grad_norm: 1.5406 2020-10-08 10:10:52,106 - mmaction - INFO - Epoch [163][1280/1413] lr: 1.784e-01, eta: 1 day, 12:30:08, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3370, top5_acc: 0.5753, loss_cls: 3.2144, loss: 3.2144, grad_norm: 1.5188 2020-10-08 10:11:11,725 - mmaction - INFO - Epoch [163][1300/1413] lr: 1.784e-01, eta: 1 day, 12:29:48, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3285, top5_acc: 0.5698, loss_cls: 3.2151, loss: 3.2151, grad_norm: 1.5389 2020-10-08 10:11:31,334 - mmaction - INFO - Epoch [163][1320/1413] lr: 1.784e-01, eta: 1 day, 12:29:28, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3379, top5_acc: 0.5734, loss_cls: 3.1718, loss: 3.1718, grad_norm: 1.5137 2020-10-08 10:11:50,904 - mmaction - INFO - Epoch [163][1340/1413] lr: 1.784e-01, eta: 1 day, 12:29:07, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3372, top5_acc: 0.5805, loss_cls: 3.1940, loss: 3.1940, grad_norm: 1.5563 2020-10-08 10:12:10,411 - mmaction - INFO - Epoch [163][1360/1413] lr: 1.784e-01, eta: 1 day, 12:28:47, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.3328, top5_acc: 0.5723, loss_cls: 3.2129, loss: 3.2129, grad_norm: 1.5254 2020-10-08 10:12:30,153 - mmaction - INFO - Epoch [163][1380/1413] lr: 1.784e-01, eta: 1 day, 12:28:27, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3284, top5_acc: 0.5693, loss_cls: 3.2492, loss: 3.2492, grad_norm: 1.5653 2020-10-08 10:12:49,759 - mmaction - INFO - Epoch [163][1400/1413] lr: 1.784e-01, eta: 1 day, 12:28:06, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3331, top5_acc: 0.5767, loss_cls: 3.1986, loss: 3.1986, grad_norm: 1.5367 2020-10-08 10:13:59,057 - mmaction - INFO - Epoch [164][20/1413] lr: 1.751e-01, eta: 1 day, 12:27:51, time: 2.736, data_time: 1.678, memory: 8482, top1_acc: 0.3375, top5_acc: 0.5762, loss_cls: 3.1731, loss: 3.1731, grad_norm: 1.5535 2020-10-08 10:14:18,357 - mmaction - INFO - Epoch [164][40/1413] lr: 1.751e-01, eta: 1 day, 12:27:31, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3488, top5_acc: 0.5837, loss_cls: 3.1571, loss: 3.1571, grad_norm: 1.5553 2020-10-08 10:14:37,870 - mmaction - INFO - Epoch [164][60/1413] lr: 1.751e-01, eta: 1 day, 12:27:10, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.3479, top5_acc: 0.5814, loss_cls: 3.1593, loss: 3.1593, grad_norm: 1.5559 2020-10-08 10:14:57,483 - mmaction - INFO - Epoch [164][80/1413] lr: 1.751e-01, eta: 1 day, 12:26:50, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3336, top5_acc: 0.5754, loss_cls: 3.1926, loss: 3.1926, grad_norm: 1.5486 2020-10-08 10:15:17,062 - mmaction - INFO - Epoch [164][100/1413] lr: 1.751e-01, eta: 1 day, 12:26:30, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3374, top5_acc: 0.5729, loss_cls: 3.1949, loss: 3.1949, grad_norm: 1.5749 2020-10-08 10:15:36,618 - mmaction - INFO - Epoch [164][120/1413] lr: 1.751e-01, eta: 1 day, 12:26:09, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3275, top5_acc: 0.5717, loss_cls: 3.2084, loss: 3.2084, grad_norm: 1.5722 2020-10-08 10:15:56,162 - mmaction - INFO - Epoch [164][140/1413] lr: 1.751e-01, eta: 1 day, 12:25:49, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3443, top5_acc: 0.5788, loss_cls: 3.1504, loss: 3.1504, grad_norm: 1.5416 2020-10-08 10:16:15,750 - mmaction - INFO - Epoch [164][160/1413] lr: 1.751e-01, eta: 1 day, 12:25:29, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3251, top5_acc: 0.5797, loss_cls: 3.1862, loss: 3.1862, grad_norm: 1.5577 2020-10-08 10:16:35,284 - mmaction - INFO - Epoch [164][180/1413] lr: 1.751e-01, eta: 1 day, 12:25:08, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3349, top5_acc: 0.5763, loss_cls: 3.1994, loss: 3.1994, grad_norm: 1.5743 2020-10-08 10:16:54,831 - mmaction - INFO - Epoch [164][200/1413] lr: 1.751e-01, eta: 1 day, 12:24:48, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3336, top5_acc: 0.5746, loss_cls: 3.1817, loss: 3.1817, grad_norm: 1.5295 2020-10-08 10:17:14,545 - mmaction - INFO - Epoch [164][220/1413] lr: 1.751e-01, eta: 1 day, 12:24:28, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.3363, top5_acc: 0.5758, loss_cls: 3.1976, loss: 3.1976, grad_norm: 1.5357 2020-10-08 10:17:34,175 - mmaction - INFO - Epoch [164][240/1413] lr: 1.751e-01, eta: 1 day, 12:24:07, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3335, top5_acc: 0.5762, loss_cls: 3.1746, loss: 3.1746, grad_norm: 1.5683 2020-10-08 10:17:53,775 - mmaction - INFO - Epoch [164][260/1413] lr: 1.751e-01, eta: 1 day, 12:23:47, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3302, top5_acc: 0.5638, loss_cls: 3.2238, loss: 3.2238, grad_norm: 1.5782 2020-10-08 10:18:13,461 - mmaction - INFO - Epoch [164][280/1413] lr: 1.751e-01, eta: 1 day, 12:23:27, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3342, top5_acc: 0.5790, loss_cls: 3.1458, loss: 3.1458, grad_norm: 1.5427 2020-10-08 10:18:33,082 - mmaction - INFO - Epoch [164][300/1413] lr: 1.751e-01, eta: 1 day, 12:23:07, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3374, top5_acc: 0.5757, loss_cls: 3.1560, loss: 3.1560, grad_norm: 1.5797 2020-10-08 10:18:52,643 - mmaction - INFO - Epoch [164][320/1413] lr: 1.751e-01, eta: 1 day, 12:22:46, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3348, top5_acc: 0.5754, loss_cls: 3.1922, loss: 3.1922, grad_norm: 1.5428 2020-10-08 10:19:12,367 - mmaction - INFO - Epoch [164][340/1413] lr: 1.751e-01, eta: 1 day, 12:22:26, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3358, top5_acc: 0.5747, loss_cls: 3.1991, loss: 3.1991, grad_norm: 1.5571 2020-10-08 10:19:31,943 - mmaction - INFO - Epoch [164][360/1413] lr: 1.751e-01, eta: 1 day, 12:22:06, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3277, top5_acc: 0.5695, loss_cls: 3.2449, loss: 3.2449, grad_norm: 1.5332 2020-10-08 10:19:51,633 - mmaction - INFO - Epoch [164][380/1413] lr: 1.751e-01, eta: 1 day, 12:21:46, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3301, top5_acc: 0.5695, loss_cls: 3.2033, loss: 3.2033, grad_norm: 1.5702 2020-10-08 10:20:11,251 - mmaction - INFO - Epoch [164][400/1413] lr: 1.751e-01, eta: 1 day, 12:21:25, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3349, top5_acc: 0.5781, loss_cls: 3.1706, loss: 3.1706, grad_norm: 1.5678 2020-10-08 10:20:30,845 - mmaction - INFO - Epoch [164][420/1413] lr: 1.751e-01, eta: 1 day, 12:21:05, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.3396, top5_acc: 0.5845, loss_cls: 3.1484, loss: 3.1484, grad_norm: 1.5496 2020-10-08 10:20:50,573 - mmaction - INFO - Epoch [164][440/1413] lr: 1.751e-01, eta: 1 day, 12:20:45, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3434, top5_acc: 0.5816, loss_cls: 3.1582, loss: 3.1582, grad_norm: 1.5404 2020-10-08 10:21:10,276 - mmaction - INFO - Epoch [164][460/1413] lr: 1.751e-01, eta: 1 day, 12:20:25, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3401, top5_acc: 0.5762, loss_cls: 3.2122, loss: 3.2122, grad_norm: 1.5342 2020-10-08 10:21:29,844 - mmaction - INFO - Epoch [164][480/1413] lr: 1.751e-01, eta: 1 day, 12:20:04, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3345, top5_acc: 0.5730, loss_cls: 3.2018, loss: 3.2018, grad_norm: 1.5360 2020-10-08 10:21:49,551 - mmaction - INFO - Epoch [164][500/1413] lr: 1.751e-01, eta: 1 day, 12:19:44, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3418, top5_acc: 0.5895, loss_cls: 3.1521, loss: 3.1521, grad_norm: 1.5388 2020-10-08 10:22:09,167 - mmaction - INFO - Epoch [164][520/1413] lr: 1.751e-01, eta: 1 day, 12:19:24, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3316, top5_acc: 0.5801, loss_cls: 3.1820, loss: 3.1820, grad_norm: 1.5526 2020-10-08 10:22:28,749 - mmaction - INFO - Epoch [164][540/1413] lr: 1.751e-01, eta: 1 day, 12:19:04, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3361, top5_acc: 0.5780, loss_cls: 3.2007, loss: 3.2007, grad_norm: 1.5531 2020-10-08 10:22:48,248 - mmaction - INFO - Epoch [164][560/1413] lr: 1.751e-01, eta: 1 day, 12:18:43, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3443, top5_acc: 0.5850, loss_cls: 3.1351, loss: 3.1351, grad_norm: 1.5568 2020-10-08 10:23:07,778 - mmaction - INFO - Epoch [164][580/1413] lr: 1.751e-01, eta: 1 day, 12:18:23, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3357, top5_acc: 0.5777, loss_cls: 3.1680, loss: 3.1680, grad_norm: 1.5639 2020-10-08 10:23:27,371 - mmaction - INFO - Epoch [164][600/1413] lr: 1.751e-01, eta: 1 day, 12:18:03, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3310, top5_acc: 0.5736, loss_cls: 3.1979, loss: 3.1979, grad_norm: 1.5795 2020-10-08 10:23:46,940 - mmaction - INFO - Epoch [164][620/1413] lr: 1.751e-01, eta: 1 day, 12:17:42, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3370, top5_acc: 0.5803, loss_cls: 3.1632, loss: 3.1632, grad_norm: 1.5341 2020-10-08 10:24:06,564 - mmaction - INFO - Epoch [164][640/1413] lr: 1.751e-01, eta: 1 day, 12:17:22, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3371, top5_acc: 0.5773, loss_cls: 3.1804, loss: 3.1804, grad_norm: 1.5768 2020-10-08 10:24:26,144 - mmaction - INFO - Epoch [164][660/1413] lr: 1.751e-01, eta: 1 day, 12:17:02, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3355, top5_acc: 0.5789, loss_cls: 3.1849, loss: 3.1849, grad_norm: 1.5471 2020-10-08 10:24:45,653 - mmaction - INFO - Epoch [164][680/1413] lr: 1.751e-01, eta: 1 day, 12:16:41, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3404, top5_acc: 0.5832, loss_cls: 3.1590, loss: 3.1590, grad_norm: 1.5684 2020-10-08 10:25:05,291 - mmaction - INFO - Epoch [164][700/1413] lr: 1.751e-01, eta: 1 day, 12:16:21, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3257, top5_acc: 0.5641, loss_cls: 3.2395, loss: 3.2395, grad_norm: 1.5683 2020-10-08 10:25:24,761 - mmaction - INFO - Epoch [164][720/1413] lr: 1.751e-01, eta: 1 day, 12:16:01, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3361, top5_acc: 0.5772, loss_cls: 3.1906, loss: 3.1906, grad_norm: 1.5738 2020-10-08 10:25:44,401 - mmaction - INFO - Epoch [164][740/1413] lr: 1.751e-01, eta: 1 day, 12:15:40, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3354, top5_acc: 0.5840, loss_cls: 3.1924, loss: 3.1924, grad_norm: 1.5311 2020-10-08 10:26:04,042 - mmaction - INFO - Epoch [164][760/1413] lr: 1.751e-01, eta: 1 day, 12:15:20, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3275, top5_acc: 0.5768, loss_cls: 3.1925, loss: 3.1925, grad_norm: 1.5393 2020-10-08 10:26:23,544 - mmaction - INFO - Epoch [164][780/1413] lr: 1.751e-01, eta: 1 day, 12:15:00, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3483, top5_acc: 0.5780, loss_cls: 3.1594, loss: 3.1594, grad_norm: 1.5779 2020-10-08 10:26:43,007 - mmaction - INFO - Epoch [164][800/1413] lr: 1.751e-01, eta: 1 day, 12:14:39, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.3392, top5_acc: 0.5858, loss_cls: 3.1380, loss: 3.1380, grad_norm: 1.5675 2020-10-08 10:27:02,553 - mmaction - INFO - Epoch [164][820/1413] lr: 1.751e-01, eta: 1 day, 12:14:19, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.3246, top5_acc: 0.5674, loss_cls: 3.2274, loss: 3.2274, grad_norm: 1.5853 2020-10-08 10:27:21,986 - mmaction - INFO - Epoch [164][840/1413] lr: 1.751e-01, eta: 1 day, 12:13:59, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3336, top5_acc: 0.5763, loss_cls: 3.2020, loss: 3.2020, grad_norm: 1.5413 2020-10-08 10:27:41,547 - mmaction - INFO - Epoch [164][860/1413] lr: 1.751e-01, eta: 1 day, 12:13:38, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3362, top5_acc: 0.5734, loss_cls: 3.1706, loss: 3.1706, grad_norm: 1.5835 2020-10-08 10:28:01,216 - mmaction - INFO - Epoch [164][880/1413] lr: 1.751e-01, eta: 1 day, 12:13:18, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3345, top5_acc: 0.5793, loss_cls: 3.1891, loss: 3.1891, grad_norm: 1.5659 2020-10-08 10:28:20,797 - mmaction - INFO - Epoch [164][900/1413] lr: 1.751e-01, eta: 1 day, 12:12:58, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3315, top5_acc: 0.5801, loss_cls: 3.1847, loss: 3.1847, grad_norm: 1.5422 2020-10-08 10:28:40,402 - mmaction - INFO - Epoch [164][920/1413] lr: 1.751e-01, eta: 1 day, 12:12:38, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3299, top5_acc: 0.5723, loss_cls: 3.2068, loss: 3.2068, grad_norm: 1.5827 2020-10-08 10:29:00,002 - mmaction - INFO - Epoch [164][940/1413] lr: 1.751e-01, eta: 1 day, 12:12:17, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3254, top5_acc: 0.5633, loss_cls: 3.2541, loss: 3.2541, grad_norm: 1.5633 2020-10-08 10:29:19,450 - mmaction - INFO - Epoch [164][960/1413] lr: 1.751e-01, eta: 1 day, 12:11:57, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3342, top5_acc: 0.5865, loss_cls: 3.1733, loss: 3.1733, grad_norm: 1.5403 2020-10-08 10:29:38,988 - mmaction - INFO - Epoch [164][980/1413] lr: 1.751e-01, eta: 1 day, 12:11:37, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3268, top5_acc: 0.5652, loss_cls: 3.2349, loss: 3.2349, grad_norm: 1.5603 2020-10-08 10:29:58,548 - mmaction - INFO - Epoch [164][1000/1413] lr: 1.751e-01, eta: 1 day, 12:11:16, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3283, top5_acc: 0.5736, loss_cls: 3.2148, loss: 3.2148, grad_norm: 1.5798 2020-10-08 10:30:17,278 - mmaction - INFO - Epoch [164][1020/1413] lr: 1.751e-01, eta: 1 day, 12:10:55, time: 0.936, data_time: 0.002, memory: 8482, top1_acc: 0.3376, top5_acc: 0.5738, loss_cls: 3.1754, loss: 3.1754, grad_norm: 1.5554 2020-10-08 10:30:36,915 - mmaction - INFO - Epoch [164][1040/1413] lr: 1.751e-01, eta: 1 day, 12:10:35, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3332, top5_acc: 0.5798, loss_cls: 3.2020, loss: 3.2020, grad_norm: 1.5508 2020-10-08 10:30:56,511 - mmaction - INFO - Epoch [164][1060/1413] lr: 1.751e-01, eta: 1 day, 12:10:15, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3410, top5_acc: 0.5789, loss_cls: 3.1749, loss: 3.1749, grad_norm: 1.5510 2020-10-08 10:31:16,021 - mmaction - INFO - Epoch [164][1080/1413] lr: 1.751e-01, eta: 1 day, 12:09:54, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3301, top5_acc: 0.5728, loss_cls: 3.2033, loss: 3.2033, grad_norm: 1.5466 2020-10-08 10:31:35,532 - mmaction - INFO - Epoch [164][1100/1413] lr: 1.751e-01, eta: 1 day, 12:09:34, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3393, top5_acc: 0.5693, loss_cls: 3.2107, loss: 3.2107, grad_norm: 1.5729 2020-10-08 10:31:55,118 - mmaction - INFO - Epoch [164][1120/1413] lr: 1.751e-01, eta: 1 day, 12:09:14, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3306, top5_acc: 0.5734, loss_cls: 3.1722, loss: 3.1722, grad_norm: 1.5739 2020-10-08 10:32:14,781 - mmaction - INFO - Epoch [164][1140/1413] lr: 1.751e-01, eta: 1 day, 12:08:53, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3270, top5_acc: 0.5737, loss_cls: 3.2102, loss: 3.2102, grad_norm: 1.5511 2020-10-08 10:32:34,307 - mmaction - INFO - Epoch [164][1160/1413] lr: 1.751e-01, eta: 1 day, 12:08:33, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.3436, top5_acc: 0.5854, loss_cls: 3.1470, loss: 3.1470, grad_norm: 1.5558 2020-10-08 10:32:53,938 - mmaction - INFO - Epoch [164][1180/1413] lr: 1.751e-01, eta: 1 day, 12:08:13, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3320, top5_acc: 0.5773, loss_cls: 3.1863, loss: 3.1863, grad_norm: 1.5734 2020-10-08 10:33:13,477 - mmaction - INFO - Epoch [164][1200/1413] lr: 1.751e-01, eta: 1 day, 12:07:53, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3411, top5_acc: 0.5771, loss_cls: 3.1787, loss: 3.1787, grad_norm: 1.5405 2020-10-08 10:33:33,054 - mmaction - INFO - Epoch [164][1220/1413] lr: 1.751e-01, eta: 1 day, 12:07:32, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3346, top5_acc: 0.5759, loss_cls: 3.1833, loss: 3.1833, grad_norm: 1.5564 2020-10-08 10:33:52,474 - mmaction - INFO - Epoch [164][1240/1413] lr: 1.751e-01, eta: 1 day, 12:07:12, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3355, top5_acc: 0.5772, loss_cls: 3.1673, loss: 3.1673, grad_norm: 1.5626 2020-10-08 10:34:12,069 - mmaction - INFO - Epoch [164][1260/1413] lr: 1.751e-01, eta: 1 day, 12:06:52, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3259, top5_acc: 0.5758, loss_cls: 3.2102, loss: 3.2102, grad_norm: 1.5717 2020-10-08 10:34:31,593 - mmaction - INFO - Epoch [164][1280/1413] lr: 1.751e-01, eta: 1 day, 12:06:31, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.3296, top5_acc: 0.5768, loss_cls: 3.1984, loss: 3.1984, grad_norm: 1.5783 2020-10-08 10:34:51,201 - mmaction - INFO - Epoch [164][1300/1413] lr: 1.751e-01, eta: 1 day, 12:06:11, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3418, top5_acc: 0.5750, loss_cls: 3.1804, loss: 3.1804, grad_norm: 1.5541 2020-10-08 10:35:10,895 - mmaction - INFO - Epoch [164][1320/1413] lr: 1.751e-01, eta: 1 day, 12:05:51, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.3395, top5_acc: 0.5823, loss_cls: 3.1707, loss: 3.1707, grad_norm: 1.5754 2020-10-08 10:35:30,522 - mmaction - INFO - Epoch [164][1340/1413] lr: 1.751e-01, eta: 1 day, 12:05:30, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3327, top5_acc: 0.5703, loss_cls: 3.1922, loss: 3.1922, grad_norm: 1.5727 2020-10-08 10:35:50,148 - mmaction - INFO - Epoch [164][1360/1413] lr: 1.751e-01, eta: 1 day, 12:05:10, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3290, top5_acc: 0.5703, loss_cls: 3.2269, loss: 3.2269, grad_norm: 1.5453 2020-10-08 10:36:09,679 - mmaction - INFO - Epoch [164][1380/1413] lr: 1.751e-01, eta: 1 day, 12:04:50, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3336, top5_acc: 0.5755, loss_cls: 3.1801, loss: 3.1801, grad_norm: 1.5535 2020-10-08 10:36:29,136 - mmaction - INFO - Epoch [164][1400/1413] lr: 1.751e-01, eta: 1 day, 12:04:29, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.3280, top5_acc: 0.5635, loss_cls: 3.2320, loss: 3.2320, grad_norm: 1.5573 2020-10-08 10:37:32,553 - mmaction - INFO - Epoch [165][20/1413] lr: 1.717e-01, eta: 1 day, 12:04:10, time: 2.517, data_time: 1.488, memory: 8482, top1_acc: 0.3352, top5_acc: 0.5819, loss_cls: 3.1578, loss: 3.1578, grad_norm: 1.5357 2020-10-08 10:37:51,962 - mmaction - INFO - Epoch [165][40/1413] lr: 1.717e-01, eta: 1 day, 12:03:50, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3393, top5_acc: 0.5799, loss_cls: 3.1413, loss: 3.1413, grad_norm: 1.5550 2020-10-08 10:38:11,555 - mmaction - INFO - Epoch [165][60/1413] lr: 1.717e-01, eta: 1 day, 12:03:30, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3345, top5_acc: 0.5754, loss_cls: 3.1798, loss: 3.1798, grad_norm: 1.5896 2020-10-08 10:38:31,117 - mmaction - INFO - Epoch [165][80/1413] lr: 1.717e-01, eta: 1 day, 12:03:09, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3408, top5_acc: 0.5667, loss_cls: 3.1907, loss: 3.1907, grad_norm: 1.5443 2020-10-08 10:38:50,708 - mmaction - INFO - Epoch [165][100/1413] lr: 1.717e-01, eta: 1 day, 12:02:49, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3414, top5_acc: 0.5888, loss_cls: 3.1236, loss: 3.1236, grad_norm: 1.5600 2020-10-08 10:39:10,275 - mmaction - INFO - Epoch [165][120/1413] lr: 1.717e-01, eta: 1 day, 12:02:29, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3378, top5_acc: 0.5891, loss_cls: 3.1434, loss: 3.1434, grad_norm: 1.5644 2020-10-08 10:39:29,916 - mmaction - INFO - Epoch [165][140/1413] lr: 1.717e-01, eta: 1 day, 12:02:08, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3471, top5_acc: 0.5802, loss_cls: 3.1338, loss: 3.1338, grad_norm: 1.5743 2020-10-08 10:39:49,536 - mmaction - INFO - Epoch [165][160/1413] lr: 1.717e-01, eta: 1 day, 12:01:48, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3406, top5_acc: 0.5741, loss_cls: 3.1458, loss: 3.1458, grad_norm: 1.5280 2020-10-08 10:40:09,055 - mmaction - INFO - Epoch [165][180/1413] lr: 1.717e-01, eta: 1 day, 12:01:28, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3428, top5_acc: 0.5849, loss_cls: 3.1471, loss: 3.1471, grad_norm: 1.5738 2020-10-08 10:40:28,633 - mmaction - INFO - Epoch [165][200/1413] lr: 1.717e-01, eta: 1 day, 12:01:08, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3467, top5_acc: 0.5871, loss_cls: 3.1285, loss: 3.1285, grad_norm: 1.5683 2020-10-08 10:40:48,148 - mmaction - INFO - Epoch [165][220/1413] lr: 1.717e-01, eta: 1 day, 12:00:47, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3296, top5_acc: 0.5783, loss_cls: 3.2100, loss: 3.2100, grad_norm: 1.5921 2020-10-08 10:41:07,730 - mmaction - INFO - Epoch [165][240/1413] lr: 1.717e-01, eta: 1 day, 12:00:27, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3464, top5_acc: 0.5845, loss_cls: 3.1464, loss: 3.1464, grad_norm: 1.5482 2020-10-08 10:41:27,386 - mmaction - INFO - Epoch [165][260/1413] lr: 1.717e-01, eta: 1 day, 12:00:07, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3458, top5_acc: 0.5924, loss_cls: 3.1269, loss: 3.1269, grad_norm: 1.5688 2020-10-08 10:41:46,918 - mmaction - INFO - Epoch [165][280/1413] lr: 1.717e-01, eta: 1 day, 11:59:46, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3362, top5_acc: 0.5740, loss_cls: 3.1664, loss: 3.1664, grad_norm: 1.5677 2020-10-08 10:42:06,649 - mmaction - INFO - Epoch [165][300/1413] lr: 1.717e-01, eta: 1 day, 11:59:26, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3375, top5_acc: 0.5743, loss_cls: 3.1886, loss: 3.1886, grad_norm: 1.5690 2020-10-08 10:42:26,254 - mmaction - INFO - Epoch [165][320/1413] lr: 1.717e-01, eta: 1 day, 11:59:06, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3495, top5_acc: 0.5940, loss_cls: 3.1048, loss: 3.1048, grad_norm: 1.5504 2020-10-08 10:42:45,885 - mmaction - INFO - Epoch [165][340/1413] lr: 1.717e-01, eta: 1 day, 11:58:46, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3362, top5_acc: 0.5734, loss_cls: 3.2063, loss: 3.2063, grad_norm: 1.5874 2020-10-08 10:43:05,497 - mmaction - INFO - Epoch [165][360/1413] lr: 1.717e-01, eta: 1 day, 11:58:25, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3349, top5_acc: 0.5827, loss_cls: 3.1730, loss: 3.1730, grad_norm: 1.5753 2020-10-08 10:43:25,053 - mmaction - INFO - Epoch [165][380/1413] lr: 1.717e-01, eta: 1 day, 11:58:05, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3533, top5_acc: 0.5900, loss_cls: 3.1339, loss: 3.1339, grad_norm: 1.5312 2020-10-08 10:43:44,707 - mmaction - INFO - Epoch [165][400/1413] lr: 1.717e-01, eta: 1 day, 11:57:45, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3410, top5_acc: 0.5813, loss_cls: 3.1321, loss: 3.1321, grad_norm: 1.5767 2020-10-08 10:44:04,205 - mmaction - INFO - Epoch [165][420/1413] lr: 1.717e-01, eta: 1 day, 11:57:24, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3292, top5_acc: 0.5745, loss_cls: 3.1808, loss: 3.1808, grad_norm: 1.5716 2020-10-08 10:44:23,771 - mmaction - INFO - Epoch [165][440/1413] lr: 1.717e-01, eta: 1 day, 11:57:04, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3406, top5_acc: 0.5790, loss_cls: 3.1691, loss: 3.1691, grad_norm: 1.5497 2020-10-08 10:44:43,413 - mmaction - INFO - Epoch [165][460/1413] lr: 1.717e-01, eta: 1 day, 11:56:44, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3488, top5_acc: 0.5979, loss_cls: 3.0909, loss: 3.0909, grad_norm: 1.5719 2020-10-08 10:45:03,065 - mmaction - INFO - Epoch [165][480/1413] lr: 1.717e-01, eta: 1 day, 11:56:24, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3251, top5_acc: 0.5678, loss_cls: 3.2279, loss: 3.2279, grad_norm: 1.5949 2020-10-08 10:45:22,571 - mmaction - INFO - Epoch [165][500/1413] lr: 1.717e-01, eta: 1 day, 11:56:03, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.3404, top5_acc: 0.5818, loss_cls: 3.1628, loss: 3.1628, grad_norm: 1.5735 2020-10-08 10:45:42,206 - mmaction - INFO - Epoch [165][520/1413] lr: 1.717e-01, eta: 1 day, 11:55:43, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3430, top5_acc: 0.5811, loss_cls: 3.1558, loss: 3.1558, grad_norm: 1.5847 2020-10-08 10:46:01,754 - mmaction - INFO - Epoch [165][540/1413] lr: 1.717e-01, eta: 1 day, 11:55:23, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3460, top5_acc: 0.5790, loss_cls: 3.1608, loss: 3.1608, grad_norm: 1.5624 2020-10-08 10:46:21,321 - mmaction - INFO - Epoch [165][560/1413] lr: 1.717e-01, eta: 1 day, 11:55:02, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3428, top5_acc: 0.5905, loss_cls: 3.0967, loss: 3.0967, grad_norm: 1.5666 2020-10-08 10:46:40,910 - mmaction - INFO - Epoch [165][580/1413] lr: 1.717e-01, eta: 1 day, 11:54:42, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3408, top5_acc: 0.5728, loss_cls: 3.1945, loss: 3.1945, grad_norm: 1.5707 2020-10-08 10:47:00,441 - mmaction - INFO - Epoch [165][600/1413] lr: 1.717e-01, eta: 1 day, 11:54:22, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3405, top5_acc: 0.5823, loss_cls: 3.1583, loss: 3.1583, grad_norm: 1.5507 2020-10-08 10:47:20,095 - mmaction - INFO - Epoch [165][620/1413] lr: 1.717e-01, eta: 1 day, 11:54:02, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3307, top5_acc: 0.5768, loss_cls: 3.1793, loss: 3.1793, grad_norm: 1.5806 2020-10-08 10:47:39,653 - mmaction - INFO - Epoch [165][640/1413] lr: 1.717e-01, eta: 1 day, 11:53:41, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3255, top5_acc: 0.5723, loss_cls: 3.2089, loss: 3.2089, grad_norm: 1.5671 2020-10-08 10:47:59,194 - mmaction - INFO - Epoch [165][660/1413] lr: 1.717e-01, eta: 1 day, 11:53:21, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3424, top5_acc: 0.5857, loss_cls: 3.1439, loss: 3.1439, grad_norm: 1.5820 2020-10-08 10:48:18,789 - mmaction - INFO - Epoch [165][680/1413] lr: 1.717e-01, eta: 1 day, 11:53:01, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3387, top5_acc: 0.5715, loss_cls: 3.2014, loss: 3.2014, grad_norm: 1.5587 2020-10-08 10:48:38,364 - mmaction - INFO - Epoch [165][700/1413] lr: 1.717e-01, eta: 1 day, 11:52:40, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3259, top5_acc: 0.5639, loss_cls: 3.2120, loss: 3.2120, grad_norm: 1.5716 2020-10-08 10:48:57,938 - mmaction - INFO - Epoch [165][720/1413] lr: 1.717e-01, eta: 1 day, 11:52:20, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3262, top5_acc: 0.5698, loss_cls: 3.2145, loss: 3.2145, grad_norm: 1.5680 2020-10-08 10:49:17,525 - mmaction - INFO - Epoch [165][740/1413] lr: 1.717e-01, eta: 1 day, 11:52:00, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3393, top5_acc: 0.5798, loss_cls: 3.1766, loss: 3.1766, grad_norm: 1.5148 2020-10-08 10:49:37,087 - mmaction - INFO - Epoch [165][760/1413] lr: 1.717e-01, eta: 1 day, 11:51:39, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3439, top5_acc: 0.5776, loss_cls: 3.1657, loss: 3.1657, grad_norm: 1.5812 2020-10-08 10:49:56,603 - mmaction - INFO - Epoch [165][780/1413] lr: 1.717e-01, eta: 1 day, 11:51:19, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3329, top5_acc: 0.5706, loss_cls: 3.2147, loss: 3.2147, grad_norm: 1.5803 2020-10-08 10:50:16,274 - mmaction - INFO - Epoch [165][800/1413] lr: 1.717e-01, eta: 1 day, 11:50:59, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3362, top5_acc: 0.5757, loss_cls: 3.1935, loss: 3.1935, grad_norm: 1.5523 2020-10-08 10:50:35,962 - mmaction - INFO - Epoch [165][820/1413] lr: 1.717e-01, eta: 1 day, 11:50:39, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3332, top5_acc: 0.5738, loss_cls: 3.2176, loss: 3.2176, grad_norm: 1.5550 2020-10-08 10:50:55,613 - mmaction - INFO - Epoch [165][840/1413] lr: 1.717e-01, eta: 1 day, 11:50:18, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3435, top5_acc: 0.5867, loss_cls: 3.1270, loss: 3.1270, grad_norm: 1.5721 2020-10-08 10:51:15,128 - mmaction - INFO - Epoch [165][860/1413] lr: 1.717e-01, eta: 1 day, 11:49:58, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3419, top5_acc: 0.5803, loss_cls: 3.1751, loss: 3.1751, grad_norm: 1.5946 2020-10-08 10:51:34,542 - mmaction - INFO - Epoch [165][880/1413] lr: 1.717e-01, eta: 1 day, 11:49:38, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3395, top5_acc: 0.5839, loss_cls: 3.1653, loss: 3.1653, grad_norm: 1.5589 2020-10-08 10:51:54,134 - mmaction - INFO - Epoch [165][900/1413] lr: 1.717e-01, eta: 1 day, 11:49:17, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3371, top5_acc: 0.5779, loss_cls: 3.1662, loss: 3.1662, grad_norm: 1.5541 2020-10-08 10:52:13,674 - mmaction - INFO - Epoch [165][920/1413] lr: 1.717e-01, eta: 1 day, 11:48:57, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3423, top5_acc: 0.5803, loss_cls: 3.1459, loss: 3.1459, grad_norm: 1.5628 2020-10-08 10:52:33,279 - mmaction - INFO - Epoch [165][940/1413] lr: 1.717e-01, eta: 1 day, 11:48:37, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3322, top5_acc: 0.5786, loss_cls: 3.1771, loss: 3.1771, grad_norm: 1.5590 2020-10-08 10:52:52,789 - mmaction - INFO - Epoch [165][960/1413] lr: 1.717e-01, eta: 1 day, 11:48:16, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.3279, top5_acc: 0.5806, loss_cls: 3.1775, loss: 3.1775, grad_norm: 1.5621 2020-10-08 10:53:12,420 - mmaction - INFO - Epoch [165][980/1413] lr: 1.717e-01, eta: 1 day, 11:47:56, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3332, top5_acc: 0.5707, loss_cls: 3.2033, loss: 3.2033, grad_norm: 1.5574 2020-10-08 10:53:31,983 - mmaction - INFO - Epoch [165][1000/1413] lr: 1.717e-01, eta: 1 day, 11:47:36, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3497, top5_acc: 0.5909, loss_cls: 3.1164, loss: 3.1164, grad_norm: 1.5570 2020-10-08 10:53:51,592 - mmaction - INFO - Epoch [165][1020/1413] lr: 1.717e-01, eta: 1 day, 11:47:16, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3344, top5_acc: 0.5707, loss_cls: 3.2268, loss: 3.2268, grad_norm: 1.5765 2020-10-08 10:54:11,197 - mmaction - INFO - Epoch [165][1040/1413] lr: 1.717e-01, eta: 1 day, 11:46:55, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3400, top5_acc: 0.5809, loss_cls: 3.1862, loss: 3.1862, grad_norm: 1.5694 2020-10-08 10:54:30,807 - mmaction - INFO - Epoch [165][1060/1413] lr: 1.717e-01, eta: 1 day, 11:46:35, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3395, top5_acc: 0.5730, loss_cls: 3.1938, loss: 3.1938, grad_norm: 1.5896 2020-10-08 10:54:50,448 - mmaction - INFO - Epoch [165][1080/1413] lr: 1.717e-01, eta: 1 day, 11:46:15, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3204, top5_acc: 0.5699, loss_cls: 3.2317, loss: 3.2317, grad_norm: 1.5533 2020-10-08 10:55:09,997 - mmaction - INFO - Epoch [165][1100/1413] lr: 1.717e-01, eta: 1 day, 11:45:55, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3379, top5_acc: 0.5797, loss_cls: 3.1809, loss: 3.1809, grad_norm: 1.5881 2020-10-08 10:55:29,589 - mmaction - INFO - Epoch [165][1120/1413] lr: 1.717e-01, eta: 1 day, 11:45:34, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3260, top5_acc: 0.5764, loss_cls: 3.2075, loss: 3.2075, grad_norm: 1.5851 2020-10-08 10:55:49,189 - mmaction - INFO - Epoch [165][1140/1413] lr: 1.717e-01, eta: 1 day, 11:45:14, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3302, top5_acc: 0.5798, loss_cls: 3.1825, loss: 3.1825, grad_norm: 1.5574 2020-10-08 10:56:08,854 - mmaction - INFO - Epoch [165][1160/1413] lr: 1.717e-01, eta: 1 day, 11:44:54, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3370, top5_acc: 0.5772, loss_cls: 3.1617, loss: 3.1617, grad_norm: 1.5636 2020-10-08 10:56:28,469 - mmaction - INFO - Epoch [165][1180/1413] lr: 1.717e-01, eta: 1 day, 11:44:33, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3340, top5_acc: 0.5785, loss_cls: 3.1924, loss: 3.1924, grad_norm: 1.5993 2020-10-08 10:56:48,092 - mmaction - INFO - Epoch [165][1200/1413] lr: 1.717e-01, eta: 1 day, 11:44:13, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3392, top5_acc: 0.5742, loss_cls: 3.1863, loss: 3.1863, grad_norm: 1.5488 2020-10-08 10:57:07,645 - mmaction - INFO - Epoch [165][1220/1413] lr: 1.717e-01, eta: 1 day, 11:43:53, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.3427, top5_acc: 0.5806, loss_cls: 3.1765, loss: 3.1765, grad_norm: 1.5732 2020-10-08 10:57:27,277 - mmaction - INFO - Epoch [165][1240/1413] lr: 1.717e-01, eta: 1 day, 11:43:33, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3288, top5_acc: 0.5633, loss_cls: 3.2413, loss: 3.2413, grad_norm: 1.5712 2020-10-08 10:57:46,824 - mmaction - INFO - Epoch [165][1260/1413] lr: 1.717e-01, eta: 1 day, 11:43:12, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3260, top5_acc: 0.5738, loss_cls: 3.2197, loss: 3.2197, grad_norm: 1.5580 2020-10-08 10:58:06,362 - mmaction - INFO - Epoch [165][1280/1413] lr: 1.717e-01, eta: 1 day, 11:42:52, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3362, top5_acc: 0.5755, loss_cls: 3.1882, loss: 3.1882, grad_norm: 1.5660 2020-10-08 10:58:25,885 - mmaction - INFO - Epoch [165][1300/1413] lr: 1.717e-01, eta: 1 day, 11:42:32, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3363, top5_acc: 0.5781, loss_cls: 3.2032, loss: 3.2032, grad_norm: 1.5654 2020-10-08 10:58:45,327 - mmaction - INFO - Epoch [165][1320/1413] lr: 1.717e-01, eta: 1 day, 11:42:11, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3293, top5_acc: 0.5642, loss_cls: 3.2279, loss: 3.2279, grad_norm: 1.5733 2020-10-08 10:59:05,003 - mmaction - INFO - Epoch [165][1340/1413] lr: 1.717e-01, eta: 1 day, 11:41:51, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3305, top5_acc: 0.5648, loss_cls: 3.2525, loss: 3.2525, grad_norm: 1.5662 2020-10-08 10:59:24,563 - mmaction - INFO - Epoch [165][1360/1413] lr: 1.717e-01, eta: 1 day, 11:41:31, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3339, top5_acc: 0.5716, loss_cls: 3.2152, loss: 3.2152, grad_norm: 1.5576 2020-10-08 10:59:44,148 - mmaction - INFO - Epoch [165][1380/1413] lr: 1.717e-01, eta: 1 day, 11:41:11, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3320, top5_acc: 0.5771, loss_cls: 3.2205, loss: 3.2205, grad_norm: 1.5538 2020-10-08 11:00:04,565 - mmaction - INFO - Epoch [165][1400/1413] lr: 1.717e-01, eta: 1 day, 11:40:51, time: 1.020, data_time: 0.003, memory: 8482, top1_acc: 0.3289, top5_acc: 0.5751, loss_cls: 3.1886, loss: 3.1886, grad_norm: 1.5767 2020-10-08 11:01:13,068 - mmaction - INFO - Epoch [166][20/1413] lr: 1.684e-01, eta: 1 day, 11:40:34, time: 2.715, data_time: 1.495, memory: 8482, top1_acc: 0.3448, top5_acc: 0.5875, loss_cls: 3.1374, loss: 3.1374, grad_norm: 1.5841 2020-10-08 11:01:32,476 - mmaction - INFO - Epoch [166][40/1413] lr: 1.684e-01, eta: 1 day, 11:40:14, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3514, top5_acc: 0.5806, loss_cls: 3.1442, loss: 3.1442, grad_norm: 1.5769 2020-10-08 11:01:52,049 - mmaction - INFO - Epoch [166][60/1413] lr: 1.684e-01, eta: 1 day, 11:39:54, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3396, top5_acc: 0.5697, loss_cls: 3.2065, loss: 3.2065, grad_norm: 1.5908 2020-10-08 11:02:11,680 - mmaction - INFO - Epoch [166][80/1413] lr: 1.684e-01, eta: 1 day, 11:39:34, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3368, top5_acc: 0.5813, loss_cls: 3.1647, loss: 3.1647, grad_norm: 1.5735 2020-10-08 11:02:31,299 - mmaction - INFO - Epoch [166][100/1413] lr: 1.684e-01, eta: 1 day, 11:39:13, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3406, top5_acc: 0.5854, loss_cls: 3.1368, loss: 3.1368, grad_norm: 1.5665 2020-10-08 11:02:50,852 - mmaction - INFO - Epoch [166][120/1413] lr: 1.684e-01, eta: 1 day, 11:38:53, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3328, top5_acc: 0.5741, loss_cls: 3.2156, loss: 3.2156, grad_norm: 1.5634 2020-10-08 11:03:10,390 - mmaction - INFO - Epoch [166][140/1413] lr: 1.684e-01, eta: 1 day, 11:38:33, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3462, top5_acc: 0.5854, loss_cls: 3.1322, loss: 3.1322, grad_norm: 1.5691 2020-10-08 11:03:29,881 - mmaction - INFO - Epoch [166][160/1413] lr: 1.684e-01, eta: 1 day, 11:38:12, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.3359, top5_acc: 0.5741, loss_cls: 3.2095, loss: 3.2095, grad_norm: 1.5609 2020-10-08 11:03:49,459 - mmaction - INFO - Epoch [166][180/1413] lr: 1.684e-01, eta: 1 day, 11:37:52, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3492, top5_acc: 0.5882, loss_cls: 3.1169, loss: 3.1169, grad_norm: 1.5469 2020-10-08 11:04:09,009 - mmaction - INFO - Epoch [166][200/1413] lr: 1.684e-01, eta: 1 day, 11:37:32, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3460, top5_acc: 0.5867, loss_cls: 3.1093, loss: 3.1093, grad_norm: 1.5638 2020-10-08 11:04:28,698 - mmaction - INFO - Epoch [166][220/1413] lr: 1.684e-01, eta: 1 day, 11:37:11, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3434, top5_acc: 0.5849, loss_cls: 3.1368, loss: 3.1368, grad_norm: 1.5365 2020-10-08 11:04:48,294 - mmaction - INFO - Epoch [166][240/1413] lr: 1.684e-01, eta: 1 day, 11:36:51, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3413, top5_acc: 0.5786, loss_cls: 3.1380, loss: 3.1380, grad_norm: 1.5973 2020-10-08 11:05:07,955 - mmaction - INFO - Epoch [166][260/1413] lr: 1.684e-01, eta: 1 day, 11:36:31, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3368, top5_acc: 0.5839, loss_cls: 3.1490, loss: 3.1490, grad_norm: 1.5829 2020-10-08 11:05:27,559 - mmaction - INFO - Epoch [166][280/1413] lr: 1.684e-01, eta: 1 day, 11:36:11, time: 0.981, data_time: 0.004, memory: 8482, top1_acc: 0.3320, top5_acc: 0.5812, loss_cls: 3.1770, loss: 3.1770, grad_norm: 1.5734 2020-10-08 11:05:47,237 - mmaction - INFO - Epoch [166][300/1413] lr: 1.684e-01, eta: 1 day, 11:35:50, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3479, top5_acc: 0.5853, loss_cls: 3.1378, loss: 3.1378, grad_norm: 1.5839 2020-10-08 11:06:06,799 - mmaction - INFO - Epoch [166][320/1413] lr: 1.684e-01, eta: 1 day, 11:35:30, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3456, top5_acc: 0.5823, loss_cls: 3.1307, loss: 3.1307, grad_norm: 1.5922 2020-10-08 11:06:26,423 - mmaction - INFO - Epoch [166][340/1413] lr: 1.684e-01, eta: 1 day, 11:35:10, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3353, top5_acc: 0.5777, loss_cls: 3.1892, loss: 3.1892, grad_norm: 1.5847 2020-10-08 11:06:46,088 - mmaction - INFO - Epoch [166][360/1413] lr: 1.684e-01, eta: 1 day, 11:34:50, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3447, top5_acc: 0.5771, loss_cls: 3.1370, loss: 3.1370, grad_norm: 1.5585 2020-10-08 11:07:05,801 - mmaction - INFO - Epoch [166][380/1413] lr: 1.684e-01, eta: 1 day, 11:34:29, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3359, top5_acc: 0.5819, loss_cls: 3.1742, loss: 3.1742, grad_norm: 1.5872 2020-10-08 11:07:25,360 - mmaction - INFO - Epoch [166][400/1413] lr: 1.684e-01, eta: 1 day, 11:34:09, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3414, top5_acc: 0.5758, loss_cls: 3.1640, loss: 3.1640, grad_norm: 1.5678 2020-10-08 11:07:44,941 - mmaction - INFO - Epoch [166][420/1413] lr: 1.684e-01, eta: 1 day, 11:33:49, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3401, top5_acc: 0.5849, loss_cls: 3.1577, loss: 3.1577, grad_norm: 1.5643 2020-10-08 11:08:04,627 - mmaction - INFO - Epoch [166][440/1413] lr: 1.684e-01, eta: 1 day, 11:33:29, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3533, top5_acc: 0.5870, loss_cls: 3.1211, loss: 3.1211, grad_norm: 1.5503 2020-10-08 11:08:24,151 - mmaction - INFO - Epoch [166][460/1413] lr: 1.684e-01, eta: 1 day, 11:33:08, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3405, top5_acc: 0.5784, loss_cls: 3.1569, loss: 3.1569, grad_norm: 1.5547 2020-10-08 11:08:43,692 - mmaction - INFO - Epoch [166][480/1413] lr: 1.684e-01, eta: 1 day, 11:32:48, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3337, top5_acc: 0.5781, loss_cls: 3.1818, loss: 3.1818, grad_norm: 1.5792 2020-10-08 11:09:03,316 - mmaction - INFO - Epoch [166][500/1413] lr: 1.684e-01, eta: 1 day, 11:32:28, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3357, top5_acc: 0.5815, loss_cls: 3.1818, loss: 3.1818, grad_norm: 1.5909 2020-10-08 11:09:22,967 - mmaction - INFO - Epoch [166][520/1413] lr: 1.684e-01, eta: 1 day, 11:32:08, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3441, top5_acc: 0.5844, loss_cls: 3.1380, loss: 3.1380, grad_norm: 1.5578 2020-10-08 11:09:42,587 - mmaction - INFO - Epoch [166][540/1413] lr: 1.684e-01, eta: 1 day, 11:31:47, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3406, top5_acc: 0.5789, loss_cls: 3.1693, loss: 3.1693, grad_norm: 1.5403 2020-10-08 11:10:02,222 - mmaction - INFO - Epoch [166][560/1413] lr: 1.684e-01, eta: 1 day, 11:31:27, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3397, top5_acc: 0.5833, loss_cls: 3.1371, loss: 3.1371, grad_norm: 1.5701 2020-10-08 11:10:21,885 - mmaction - INFO - Epoch [166][580/1413] lr: 1.684e-01, eta: 1 day, 11:31:07, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3475, top5_acc: 0.5845, loss_cls: 3.1511, loss: 3.1511, grad_norm: 1.5859 2020-10-08 11:10:41,629 - mmaction - INFO - Epoch [166][600/1413] lr: 1.684e-01, eta: 1 day, 11:30:47, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3284, top5_acc: 0.5716, loss_cls: 3.1967, loss: 3.1967, grad_norm: 1.5930 2020-10-08 11:11:01,173 - mmaction - INFO - Epoch [166][620/1413] lr: 1.684e-01, eta: 1 day, 11:30:26, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.3457, top5_acc: 0.5889, loss_cls: 3.1495, loss: 3.1495, grad_norm: 1.5692 2020-10-08 11:11:20,771 - mmaction - INFO - Epoch [166][640/1413] lr: 1.684e-01, eta: 1 day, 11:30:06, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3396, top5_acc: 0.5811, loss_cls: 3.1529, loss: 3.1529, grad_norm: 1.5637 2020-10-08 11:11:40,346 - mmaction - INFO - Epoch [166][660/1413] lr: 1.684e-01, eta: 1 day, 11:29:46, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3411, top5_acc: 0.5801, loss_cls: 3.1529, loss: 3.1529, grad_norm: 1.5799 2020-10-08 11:11:59,938 - mmaction - INFO - Epoch [166][680/1413] lr: 1.684e-01, eta: 1 day, 11:29:26, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3427, top5_acc: 0.5870, loss_cls: 3.1402, loss: 3.1402, grad_norm: 1.5866 2020-10-08 11:12:19,638 - mmaction - INFO - Epoch [166][700/1413] lr: 1.684e-01, eta: 1 day, 11:29:05, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3372, top5_acc: 0.5737, loss_cls: 3.1723, loss: 3.1723, grad_norm: 1.5611 2020-10-08 11:12:39,222 - mmaction - INFO - Epoch [166][720/1413] lr: 1.684e-01, eta: 1 day, 11:28:45, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3404, top5_acc: 0.5888, loss_cls: 3.1276, loss: 3.1276, grad_norm: 1.5942 2020-10-08 11:12:58,826 - mmaction - INFO - Epoch [166][740/1413] lr: 1.684e-01, eta: 1 day, 11:28:25, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3350, top5_acc: 0.5803, loss_cls: 3.1883, loss: 3.1883, grad_norm: 1.5741 2020-10-08 11:13:18,491 - mmaction - INFO - Epoch [166][760/1413] lr: 1.684e-01, eta: 1 day, 11:28:05, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3350, top5_acc: 0.5759, loss_cls: 3.2199, loss: 3.2199, grad_norm: 1.5806 2020-10-08 11:13:38,133 - mmaction - INFO - Epoch [166][780/1413] lr: 1.684e-01, eta: 1 day, 11:27:44, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3336, top5_acc: 0.5839, loss_cls: 3.1548, loss: 3.1548, grad_norm: 1.5676 2020-10-08 11:13:57,818 - mmaction - INFO - Epoch [166][800/1413] lr: 1.684e-01, eta: 1 day, 11:27:24, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3434, top5_acc: 0.5911, loss_cls: 3.1552, loss: 3.1552, grad_norm: 1.6016 2020-10-08 11:14:17,361 - mmaction - INFO - Epoch [166][820/1413] lr: 1.684e-01, eta: 1 day, 11:27:04, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3408, top5_acc: 0.5759, loss_cls: 3.1838, loss: 3.1838, grad_norm: 1.6028 2020-10-08 11:14:36,933 - mmaction - INFO - Epoch [166][840/1413] lr: 1.684e-01, eta: 1 day, 11:26:44, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.3277, top5_acc: 0.5708, loss_cls: 3.2385, loss: 3.2385, grad_norm: 1.5812 2020-10-08 11:14:56,506 - mmaction - INFO - Epoch [166][860/1413] lr: 1.684e-01, eta: 1 day, 11:26:23, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3401, top5_acc: 0.5772, loss_cls: 3.2124, loss: 3.2124, grad_norm: 1.5765 2020-10-08 11:15:16,211 - mmaction - INFO - Epoch [166][880/1413] lr: 1.684e-01, eta: 1 day, 11:26:03, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3359, top5_acc: 0.5710, loss_cls: 3.1950, loss: 3.1950, grad_norm: 1.5555 2020-10-08 11:15:35,828 - mmaction - INFO - Epoch [166][900/1413] lr: 1.684e-01, eta: 1 day, 11:25:43, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3393, top5_acc: 0.5835, loss_cls: 3.1641, loss: 3.1641, grad_norm: 1.5831 2020-10-08 11:15:55,378 - mmaction - INFO - Epoch [166][920/1413] lr: 1.684e-01, eta: 1 day, 11:25:22, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3408, top5_acc: 0.5798, loss_cls: 3.1461, loss: 3.1461, grad_norm: 1.5995 2020-10-08 11:16:14,974 - mmaction - INFO - Epoch [166][940/1413] lr: 1.684e-01, eta: 1 day, 11:25:02, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3411, top5_acc: 0.5836, loss_cls: 3.1461, loss: 3.1461, grad_norm: 1.5958 2020-10-08 11:16:34,587 - mmaction - INFO - Epoch [166][960/1413] lr: 1.684e-01, eta: 1 day, 11:24:42, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3341, top5_acc: 0.5781, loss_cls: 3.1783, loss: 3.1783, grad_norm: 1.5807 2020-10-08 11:16:54,181 - mmaction - INFO - Epoch [166][980/1413] lr: 1.684e-01, eta: 1 day, 11:24:22, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3434, top5_acc: 0.5803, loss_cls: 3.1316, loss: 3.1316, grad_norm: 1.6096 2020-10-08 11:17:13,794 - mmaction - INFO - Epoch [166][1000/1413] lr: 1.684e-01, eta: 1 day, 11:24:01, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3314, top5_acc: 0.5813, loss_cls: 3.1916, loss: 3.1916, grad_norm: 1.5803 2020-10-08 11:17:33,352 - mmaction - INFO - Epoch [166][1020/1413] lr: 1.684e-01, eta: 1 day, 11:23:41, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.3423, top5_acc: 0.5814, loss_cls: 3.1371, loss: 3.1371, grad_norm: 1.5966 2020-10-08 11:17:52,845 - mmaction - INFO - Epoch [166][1040/1413] lr: 1.684e-01, eta: 1 day, 11:23:21, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3298, top5_acc: 0.5707, loss_cls: 3.2097, loss: 3.2097, grad_norm: 1.5762 2020-10-08 11:18:12,412 - mmaction - INFO - Epoch [166][1060/1413] lr: 1.684e-01, eta: 1 day, 11:23:00, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3333, top5_acc: 0.5816, loss_cls: 3.1728, loss: 3.1728, grad_norm: 1.5831 2020-10-08 11:18:31,980 - mmaction - INFO - Epoch [166][1080/1413] lr: 1.684e-01, eta: 1 day, 11:22:40, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3374, top5_acc: 0.5786, loss_cls: 3.1480, loss: 3.1480, grad_norm: 1.5815 2020-10-08 11:18:51,669 - mmaction - INFO - Epoch [166][1100/1413] lr: 1.684e-01, eta: 1 day, 11:22:20, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3363, top5_acc: 0.5792, loss_cls: 3.1787, loss: 3.1787, grad_norm: 1.5971 2020-10-08 11:19:11,293 - mmaction - INFO - Epoch [166][1120/1413] lr: 1.684e-01, eta: 1 day, 11:22:00, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3263, top5_acc: 0.5655, loss_cls: 3.2254, loss: 3.2254, grad_norm: 1.6350 2020-10-08 11:19:30,840 - mmaction - INFO - Epoch [166][1140/1413] lr: 1.684e-01, eta: 1 day, 11:21:39, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3387, top5_acc: 0.5760, loss_cls: 3.1910, loss: 3.1910, grad_norm: 1.5966 2020-10-08 11:19:50,275 - mmaction - INFO - Epoch [166][1160/1413] lr: 1.684e-01, eta: 1 day, 11:21:19, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3316, top5_acc: 0.5799, loss_cls: 3.1923, loss: 3.1923, grad_norm: 1.5790 2020-10-08 11:20:09,844 - mmaction - INFO - Epoch [166][1180/1413] lr: 1.684e-01, eta: 1 day, 11:20:59, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3322, top5_acc: 0.5762, loss_cls: 3.1913, loss: 3.1913, grad_norm: 1.6069 2020-10-08 11:20:29,365 - mmaction - INFO - Epoch [166][1200/1413] lr: 1.684e-01, eta: 1 day, 11:20:38, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3346, top5_acc: 0.5798, loss_cls: 3.1934, loss: 3.1934, grad_norm: 1.5962 2020-10-08 11:20:48,966 - mmaction - INFO - Epoch [166][1220/1413] lr: 1.684e-01, eta: 1 day, 11:20:18, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3367, top5_acc: 0.5712, loss_cls: 3.1959, loss: 3.1959, grad_norm: 1.5944 2020-10-08 11:21:08,545 - mmaction - INFO - Epoch [166][1240/1413] lr: 1.684e-01, eta: 1 day, 11:19:58, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3398, top5_acc: 0.5742, loss_cls: 3.1971, loss: 3.1971, grad_norm: 1.5727 2020-10-08 11:21:28,138 - mmaction - INFO - Epoch [166][1260/1413] lr: 1.684e-01, eta: 1 day, 11:19:38, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.2031, loss: 3.2031, grad_norm: 1.5909 2020-10-08 11:21:47,780 - mmaction - INFO - Epoch [166][1280/1413] lr: 1.684e-01, eta: 1 day, 11:19:17, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3352, top5_acc: 0.5737, loss_cls: 3.1883, loss: 3.1883, grad_norm: 1.5860 2020-10-08 11:22:07,484 - mmaction - INFO - Epoch [166][1300/1413] lr: 1.684e-01, eta: 1 day, 11:18:57, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3349, top5_acc: 0.5797, loss_cls: 3.1540, loss: 3.1540, grad_norm: 1.5518 2020-10-08 11:22:27,078 - mmaction - INFO - Epoch [166][1320/1413] lr: 1.684e-01, eta: 1 day, 11:18:37, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3344, top5_acc: 0.5758, loss_cls: 3.1976, loss: 3.1976, grad_norm: 1.5846 2020-10-08 11:22:46,639 - mmaction - INFO - Epoch [166][1340/1413] lr: 1.684e-01, eta: 1 day, 11:18:17, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3314, top5_acc: 0.5740, loss_cls: 3.1923, loss: 3.1923, grad_norm: 1.5801 2020-10-08 11:23:06,191 - mmaction - INFO - Epoch [166][1360/1413] lr: 1.684e-01, eta: 1 day, 11:17:56, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3389, top5_acc: 0.5792, loss_cls: 3.1677, loss: 3.1677, grad_norm: 1.5985 2020-10-08 11:23:25,752 - mmaction - INFO - Epoch [166][1380/1413] lr: 1.684e-01, eta: 1 day, 11:17:36, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3324, top5_acc: 0.5750, loss_cls: 3.1920, loss: 3.1920, grad_norm: 1.5777 2020-10-08 11:23:45,375 - mmaction - INFO - Epoch [166][1400/1413] lr: 1.684e-01, eta: 1 day, 11:17:16, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3445, top5_acc: 0.5865, loss_cls: 3.1269, loss: 3.1269, grad_norm: 1.5680 2020-10-08 11:24:51,033 - mmaction - INFO - Epoch [167][20/1413] lr: 1.651e-01, eta: 1 day, 11:16:58, time: 2.622, data_time: 1.449, memory: 8482, top1_acc: 0.3408, top5_acc: 0.5848, loss_cls: 3.1476, loss: 3.1476, grad_norm: 1.5964 2020-10-08 11:25:10,463 - mmaction - INFO - Epoch [167][40/1413] lr: 1.651e-01, eta: 1 day, 11:16:37, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3430, top5_acc: 0.5917, loss_cls: 3.1424, loss: 3.1424, grad_norm: 1.5846 2020-10-08 11:25:30,066 - mmaction - INFO - Epoch [167][60/1413] lr: 1.651e-01, eta: 1 day, 11:16:17, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3392, top5_acc: 0.5789, loss_cls: 3.1611, loss: 3.1611, grad_norm: 1.5869 2020-10-08 11:25:49,701 - mmaction - INFO - Epoch [167][80/1413] lr: 1.651e-01, eta: 1 day, 11:15:57, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3436, top5_acc: 0.5775, loss_cls: 3.1687, loss: 3.1687, grad_norm: 1.5749 2020-10-08 11:26:09,291 - mmaction - INFO - Epoch [167][100/1413] lr: 1.651e-01, eta: 1 day, 11:15:36, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3465, top5_acc: 0.5938, loss_cls: 3.1035, loss: 3.1035, grad_norm: 1.5893 2020-10-08 11:26:28,871 - mmaction - INFO - Epoch [167][120/1413] lr: 1.651e-01, eta: 1 day, 11:15:16, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3441, top5_acc: 0.5848, loss_cls: 3.1321, loss: 3.1321, grad_norm: 1.5922 2020-10-08 11:26:48,528 - mmaction - INFO - Epoch [167][140/1413] lr: 1.651e-01, eta: 1 day, 11:14:56, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3547, top5_acc: 0.5914, loss_cls: 3.1030, loss: 3.1030, grad_norm: 1.5711 2020-10-08 11:27:08,119 - mmaction - INFO - Epoch [167][160/1413] lr: 1.651e-01, eta: 1 day, 11:14:36, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3393, top5_acc: 0.5908, loss_cls: 3.1472, loss: 3.1472, grad_norm: 1.5874 2020-10-08 11:27:27,857 - mmaction - INFO - Epoch [167][180/1413] lr: 1.651e-01, eta: 1 day, 11:14:16, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.3465, top5_acc: 0.5957, loss_cls: 3.1129, loss: 3.1129, grad_norm: 1.6051 2020-10-08 11:27:47,422 - mmaction - INFO - Epoch [167][200/1413] lr: 1.651e-01, eta: 1 day, 11:13:55, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3367, top5_acc: 0.5715, loss_cls: 3.2162, loss: 3.2162, grad_norm: 1.5919 2020-10-08 11:28:06,998 - mmaction - INFO - Epoch [167][220/1413] lr: 1.651e-01, eta: 1 day, 11:13:35, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3370, top5_acc: 0.5797, loss_cls: 3.1813, loss: 3.1813, grad_norm: 1.6194 2020-10-08 11:28:26,546 - mmaction - INFO - Epoch [167][240/1413] lr: 1.651e-01, eta: 1 day, 11:13:15, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3288, top5_acc: 0.5687, loss_cls: 3.2121, loss: 3.2121, grad_norm: 1.5735 2020-10-08 11:28:46,094 - mmaction - INFO - Epoch [167][260/1413] lr: 1.651e-01, eta: 1 day, 11:12:54, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3371, top5_acc: 0.5878, loss_cls: 3.1412, loss: 3.1412, grad_norm: 1.5936 2020-10-08 11:29:05,722 - mmaction - INFO - Epoch [167][280/1413] lr: 1.651e-01, eta: 1 day, 11:12:34, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3469, top5_acc: 0.5882, loss_cls: 3.1213, loss: 3.1213, grad_norm: 1.5851 2020-10-08 11:29:25,233 - mmaction - INFO - Epoch [167][300/1413] lr: 1.651e-01, eta: 1 day, 11:12:14, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.3526, top5_acc: 0.5865, loss_cls: 3.1217, loss: 3.1217, grad_norm: 1.5931 2020-10-08 11:29:44,818 - mmaction - INFO - Epoch [167][320/1413] lr: 1.651e-01, eta: 1 day, 11:11:53, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3349, top5_acc: 0.5766, loss_cls: 3.2029, loss: 3.2029, grad_norm: 1.6123 2020-10-08 11:30:04,406 - mmaction - INFO - Epoch [167][340/1413] lr: 1.651e-01, eta: 1 day, 11:11:33, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.3418, top5_acc: 0.5878, loss_cls: 3.1278, loss: 3.1278, grad_norm: 1.5745 2020-10-08 11:30:23,117 - mmaction - INFO - Epoch [167][360/1413] lr: 1.651e-01, eta: 1 day, 11:11:12, time: 0.935, data_time: 0.002, memory: 8482, top1_acc: 0.3391, top5_acc: 0.5850, loss_cls: 3.1586, loss: 3.1586, grad_norm: 1.6081 2020-10-08 11:30:42,601 - mmaction - INFO - Epoch [167][380/1413] lr: 1.651e-01, eta: 1 day, 11:10:52, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3456, top5_acc: 0.5854, loss_cls: 3.1406, loss: 3.1406, grad_norm: 1.5896 2020-10-08 11:31:02,423 - mmaction - INFO - Epoch [167][400/1413] lr: 1.651e-01, eta: 1 day, 11:10:32, time: 0.991, data_time: 0.002, memory: 8482, top1_acc: 0.3296, top5_acc: 0.5764, loss_cls: 3.1849, loss: 3.1849, grad_norm: 1.5985 2020-10-08 11:31:22,075 - mmaction - INFO - Epoch [167][420/1413] lr: 1.651e-01, eta: 1 day, 11:10:12, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3393, top5_acc: 0.5755, loss_cls: 3.1812, loss: 3.1812, grad_norm: 1.6009 2020-10-08 11:31:41,731 - mmaction - INFO - Epoch [167][440/1413] lr: 1.651e-01, eta: 1 day, 11:09:51, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3409, top5_acc: 0.5872, loss_cls: 3.1253, loss: 3.1253, grad_norm: 1.5968 2020-10-08 11:32:01,350 - mmaction - INFO - Epoch [167][460/1413] lr: 1.651e-01, eta: 1 day, 11:09:31, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3327, top5_acc: 0.5798, loss_cls: 3.1734, loss: 3.1734, grad_norm: 1.6038 2020-10-08 11:32:20,964 - mmaction - INFO - Epoch [167][480/1413] lr: 1.651e-01, eta: 1 day, 11:09:11, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3331, top5_acc: 0.5779, loss_cls: 3.1735, loss: 3.1735, grad_norm: 1.6046 2020-10-08 11:32:40,536 - mmaction - INFO - Epoch [167][500/1413] lr: 1.651e-01, eta: 1 day, 11:08:51, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3353, top5_acc: 0.5755, loss_cls: 3.1938, loss: 3.1938, grad_norm: 1.6063 2020-10-08 11:33:00,227 - mmaction - INFO - Epoch [167][520/1413] lr: 1.651e-01, eta: 1 day, 11:08:30, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3432, top5_acc: 0.5839, loss_cls: 3.1365, loss: 3.1365, grad_norm: 1.5630 2020-10-08 11:33:19,837 - mmaction - INFO - Epoch [167][540/1413] lr: 1.651e-01, eta: 1 day, 11:08:10, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3375, top5_acc: 0.5814, loss_cls: 3.1545, loss: 3.1545, grad_norm: 1.6282 2020-10-08 11:33:39,431 - mmaction - INFO - Epoch [167][560/1413] lr: 1.651e-01, eta: 1 day, 11:07:50, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3370, top5_acc: 0.5824, loss_cls: 3.1740, loss: 3.1740, grad_norm: 1.5729 2020-10-08 11:33:59,224 - mmaction - INFO - Epoch [167][580/1413] lr: 1.651e-01, eta: 1 day, 11:07:30, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.3341, top5_acc: 0.5832, loss_cls: 3.1365, loss: 3.1365, grad_norm: 1.6015 2020-10-08 11:34:18,826 - mmaction - INFO - Epoch [167][600/1413] lr: 1.651e-01, eta: 1 day, 11:07:09, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3365, top5_acc: 0.5762, loss_cls: 3.1979, loss: 3.1979, grad_norm: 1.5641 2020-10-08 11:34:38,518 - mmaction - INFO - Epoch [167][620/1413] lr: 1.651e-01, eta: 1 day, 11:06:49, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3421, top5_acc: 0.5888, loss_cls: 3.1125, loss: 3.1125, grad_norm: 1.5876 2020-10-08 11:34:58,065 - mmaction - INFO - Epoch [167][640/1413] lr: 1.651e-01, eta: 1 day, 11:06:29, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3318, top5_acc: 0.5747, loss_cls: 3.2012, loss: 3.2012, grad_norm: 1.5880 2020-10-08 11:35:17,641 - mmaction - INFO - Epoch [167][660/1413] lr: 1.651e-01, eta: 1 day, 11:06:09, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3316, top5_acc: 0.5757, loss_cls: 3.2027, loss: 3.2027, grad_norm: 1.6110 2020-10-08 11:35:37,175 - mmaction - INFO - Epoch [167][680/1413] lr: 1.651e-01, eta: 1 day, 11:05:48, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3486, top5_acc: 0.5908, loss_cls: 3.1194, loss: 3.1194, grad_norm: 1.5898 2020-10-08 11:35:56,780 - mmaction - INFO - Epoch [167][700/1413] lr: 1.651e-01, eta: 1 day, 11:05:28, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3290, top5_acc: 0.5749, loss_cls: 3.1839, loss: 3.1839, grad_norm: 1.5731 2020-10-08 11:36:16,339 - mmaction - INFO - Epoch [167][720/1413] lr: 1.651e-01, eta: 1 day, 11:05:08, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3480, top5_acc: 0.5845, loss_cls: 3.1381, loss: 3.1381, grad_norm: 1.5789 2020-10-08 11:36:35,843 - mmaction - INFO - Epoch [167][740/1413] lr: 1.651e-01, eta: 1 day, 11:04:48, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3395, top5_acc: 0.5816, loss_cls: 3.1376, loss: 3.1376, grad_norm: 1.6031 2020-10-08 11:36:55,337 - mmaction - INFO - Epoch [167][760/1413] lr: 1.651e-01, eta: 1 day, 11:04:27, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3374, top5_acc: 0.5833, loss_cls: 3.1737, loss: 3.1737, grad_norm: 1.6107 2020-10-08 11:37:14,910 - mmaction - INFO - Epoch [167][780/1413] lr: 1.651e-01, eta: 1 day, 11:04:07, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3376, top5_acc: 0.5751, loss_cls: 3.2071, loss: 3.2071, grad_norm: 1.5928 2020-10-08 11:37:34,607 - mmaction - INFO - Epoch [167][800/1413] lr: 1.651e-01, eta: 1 day, 11:03:47, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3460, top5_acc: 0.5840, loss_cls: 3.1595, loss: 3.1595, grad_norm: 1.5698 2020-10-08 11:37:54,269 - mmaction - INFO - Epoch [167][820/1413] lr: 1.651e-01, eta: 1 day, 11:03:26, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3413, top5_acc: 0.5796, loss_cls: 3.1569, loss: 3.1569, grad_norm: 1.6170 2020-10-08 11:38:13,855 - mmaction - INFO - Epoch [167][840/1413] lr: 1.651e-01, eta: 1 day, 11:03:06, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3415, top5_acc: 0.5802, loss_cls: 3.1539, loss: 3.1539, grad_norm: 1.5880 2020-10-08 11:38:33,519 - mmaction - INFO - Epoch [167][860/1413] lr: 1.651e-01, eta: 1 day, 11:02:46, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3408, top5_acc: 0.5833, loss_cls: 3.1495, loss: 3.1495, grad_norm: 1.5737 2020-10-08 11:38:53,163 - mmaction - INFO - Epoch [167][880/1413] lr: 1.651e-01, eta: 1 day, 11:02:26, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3371, top5_acc: 0.5762, loss_cls: 3.1889, loss: 3.1889, grad_norm: 1.5902 2020-10-08 11:39:12,756 - mmaction - INFO - Epoch [167][900/1413] lr: 1.651e-01, eta: 1 day, 11:02:05, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3346, top5_acc: 0.5770, loss_cls: 3.1993, loss: 3.1993, grad_norm: 1.6179 2020-10-08 11:39:32,376 - mmaction - INFO - Epoch [167][920/1413] lr: 1.651e-01, eta: 1 day, 11:01:45, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3417, top5_acc: 0.5884, loss_cls: 3.1484, loss: 3.1484, grad_norm: 1.5893 2020-10-08 11:39:52,045 - mmaction - INFO - Epoch [167][940/1413] lr: 1.651e-01, eta: 1 day, 11:01:25, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3423, top5_acc: 0.5822, loss_cls: 3.1588, loss: 3.1588, grad_norm: 1.5997 2020-10-08 11:40:11,644 - mmaction - INFO - Epoch [167][960/1413] lr: 1.651e-01, eta: 1 day, 11:01:05, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3441, top5_acc: 0.5870, loss_cls: 3.1119, loss: 3.1119, grad_norm: 1.5975 2020-10-08 11:40:31,368 - mmaction - INFO - Epoch [167][980/1413] lr: 1.651e-01, eta: 1 day, 11:00:45, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3375, top5_acc: 0.5816, loss_cls: 3.1484, loss: 3.1484, grad_norm: 1.5988 2020-10-08 11:40:51,024 - mmaction - INFO - Epoch [167][1000/1413] lr: 1.651e-01, eta: 1 day, 11:00:24, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3488, top5_acc: 0.5858, loss_cls: 3.0990, loss: 3.0990, grad_norm: 1.5861 2020-10-08 11:41:10,610 - mmaction - INFO - Epoch [167][1020/1413] lr: 1.651e-01, eta: 1 day, 11:00:04, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3452, top5_acc: 0.5827, loss_cls: 3.1474, loss: 3.1474, grad_norm: 1.6060 2020-10-08 11:41:30,187 - mmaction - INFO - Epoch [167][1040/1413] lr: 1.651e-01, eta: 1 day, 10:59:44, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3387, top5_acc: 0.5818, loss_cls: 3.1514, loss: 3.1514, grad_norm: 1.5943 2020-10-08 11:41:49,745 - mmaction - INFO - Epoch [167][1060/1413] lr: 1.651e-01, eta: 1 day, 10:59:24, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3326, top5_acc: 0.5849, loss_cls: 3.1537, loss: 3.1537, grad_norm: 1.6076 2020-10-08 11:42:09,302 - mmaction - INFO - Epoch [167][1080/1413] lr: 1.651e-01, eta: 1 day, 10:59:03, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3480, top5_acc: 0.5880, loss_cls: 3.1246, loss: 3.1246, grad_norm: 1.5840 2020-10-08 11:42:28,930 - mmaction - INFO - Epoch [167][1100/1413] lr: 1.651e-01, eta: 1 day, 10:58:43, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3452, top5_acc: 0.5853, loss_cls: 3.1301, loss: 3.1301, grad_norm: 1.6109 2020-10-08 11:42:48,493 - mmaction - INFO - Epoch [167][1120/1413] lr: 1.651e-01, eta: 1 day, 10:58:23, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3359, top5_acc: 0.5792, loss_cls: 3.1901, loss: 3.1901, grad_norm: 1.6052 2020-10-08 11:43:08,002 - mmaction - INFO - Epoch [167][1140/1413] lr: 1.651e-01, eta: 1 day, 10:58:02, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3357, top5_acc: 0.5741, loss_cls: 3.1936, loss: 3.1936, grad_norm: 1.5926 2020-10-08 11:43:27,573 - mmaction - INFO - Epoch [167][1160/1413] lr: 1.651e-01, eta: 1 day, 10:57:42, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3350, top5_acc: 0.5747, loss_cls: 3.1778, loss: 3.1778, grad_norm: 1.5796 2020-10-08 11:43:47,182 - mmaction - INFO - Epoch [167][1180/1413] lr: 1.651e-01, eta: 1 day, 10:57:22, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3361, top5_acc: 0.5785, loss_cls: 3.1702, loss: 3.1702, grad_norm: 1.5970 2020-10-08 11:44:06,686 - mmaction - INFO - Epoch [167][1200/1413] lr: 1.651e-01, eta: 1 day, 10:57:02, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3465, top5_acc: 0.5850, loss_cls: 3.1535, loss: 3.1535, grad_norm: 1.5887 2020-10-08 11:44:26,321 - mmaction - INFO - Epoch [167][1220/1413] lr: 1.651e-01, eta: 1 day, 10:56:41, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3418, top5_acc: 0.5832, loss_cls: 3.1524, loss: 3.1524, grad_norm: 1.6048 2020-10-08 11:44:45,961 - mmaction - INFO - Epoch [167][1240/1413] lr: 1.651e-01, eta: 1 day, 10:56:21, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3352, top5_acc: 0.5858, loss_cls: 3.1573, loss: 3.1573, grad_norm: 1.5867 2020-10-08 11:45:05,561 - mmaction - INFO - Epoch [167][1260/1413] lr: 1.651e-01, eta: 1 day, 10:56:01, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3421, top5_acc: 0.5773, loss_cls: 3.1423, loss: 3.1423, grad_norm: 1.5955 2020-10-08 11:45:25,186 - mmaction - INFO - Epoch [167][1280/1413] lr: 1.651e-01, eta: 1 day, 10:55:41, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3310, top5_acc: 0.5732, loss_cls: 3.2030, loss: 3.2030, grad_norm: 1.6073 2020-10-08 11:45:44,758 - mmaction - INFO - Epoch [167][1300/1413] lr: 1.651e-01, eta: 1 day, 10:55:20, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3350, top5_acc: 0.5845, loss_cls: 3.1621, loss: 3.1621, grad_norm: 1.5914 2020-10-08 11:46:04,293 - mmaction - INFO - Epoch [167][1320/1413] lr: 1.651e-01, eta: 1 day, 10:55:00, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3443, top5_acc: 0.5833, loss_cls: 3.1448, loss: 3.1448, grad_norm: 1.5673 2020-10-08 11:46:23,859 - mmaction - INFO - Epoch [167][1340/1413] lr: 1.651e-01, eta: 1 day, 10:54:40, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.3411, top5_acc: 0.5785, loss_cls: 3.1493, loss: 3.1493, grad_norm: 1.6055 2020-10-08 11:46:43,396 - mmaction - INFO - Epoch [167][1360/1413] lr: 1.651e-01, eta: 1 day, 10:54:19, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3427, top5_acc: 0.5777, loss_cls: 3.1875, loss: 3.1875, grad_norm: 1.6341 2020-10-08 11:47:02,936 - mmaction - INFO - Epoch [167][1380/1413] lr: 1.651e-01, eta: 1 day, 10:53:59, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3382, top5_acc: 0.5789, loss_cls: 3.1765, loss: 3.1765, grad_norm: 1.5925 2020-10-08 11:47:22,511 - mmaction - INFO - Epoch [167][1400/1413] lr: 1.651e-01, eta: 1 day, 10:53:39, time: 0.980, data_time: 0.004, memory: 8482, top1_acc: 0.3354, top5_acc: 0.5723, loss_cls: 3.2070, loss: 3.2070, grad_norm: 1.5935 2020-10-08 11:48:25,735 - mmaction - INFO - Epoch [168][20/1413] lr: 1.618e-01, eta: 1 day, 10:53:19, time: 2.503, data_time: 1.535, memory: 8482, top1_acc: 0.3345, top5_acc: 0.5732, loss_cls: 3.2014, loss: 3.2014, grad_norm: 1.6104 2020-10-08 11:48:45,159 - mmaction - INFO - Epoch [168][40/1413] lr: 1.618e-01, eta: 1 day, 10:52:58, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3448, top5_acc: 0.5810, loss_cls: 3.1469, loss: 3.1469, grad_norm: 1.6019 2020-10-08 11:49:04,695 - mmaction - INFO - Epoch [168][60/1413] lr: 1.618e-01, eta: 1 day, 10:52:38, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3568, top5_acc: 0.5909, loss_cls: 3.1024, loss: 3.1024, grad_norm: 1.5915 2020-10-08 11:49:24,259 - mmaction - INFO - Epoch [168][80/1413] lr: 1.618e-01, eta: 1 day, 10:52:18, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3391, top5_acc: 0.5788, loss_cls: 3.1529, loss: 3.1529, grad_norm: 1.6158 2020-10-08 11:49:43,861 - mmaction - INFO - Epoch [168][100/1413] lr: 1.618e-01, eta: 1 day, 10:51:57, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3404, top5_acc: 0.5836, loss_cls: 3.1213, loss: 3.1213, grad_norm: 1.6062 2020-10-08 11:50:03,409 - mmaction - INFO - Epoch [168][120/1413] lr: 1.618e-01, eta: 1 day, 10:51:37, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3473, top5_acc: 0.5885, loss_cls: 3.0980, loss: 3.0980, grad_norm: 1.5821 2020-10-08 11:50:22,919 - mmaction - INFO - Epoch [168][140/1413] lr: 1.618e-01, eta: 1 day, 10:51:17, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.3521, top5_acc: 0.5898, loss_cls: 3.0982, loss: 3.0982, grad_norm: 1.5818 2020-10-08 11:50:42,443 - mmaction - INFO - Epoch [168][160/1413] lr: 1.618e-01, eta: 1 day, 10:50:56, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3424, top5_acc: 0.5853, loss_cls: 3.1427, loss: 3.1427, grad_norm: 1.6189 2020-10-08 11:51:02,131 - mmaction - INFO - Epoch [168][180/1413] lr: 1.618e-01, eta: 1 day, 10:50:36, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3409, top5_acc: 0.5889, loss_cls: 3.1437, loss: 3.1437, grad_norm: 1.6049 2020-10-08 11:51:21,734 - mmaction - INFO - Epoch [168][200/1413] lr: 1.618e-01, eta: 1 day, 10:50:16, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3478, top5_acc: 0.5880, loss_cls: 3.1209, loss: 3.1209, grad_norm: 1.5991 2020-10-08 11:51:41,200 - mmaction - INFO - Epoch [168][220/1413] lr: 1.618e-01, eta: 1 day, 10:49:56, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3419, top5_acc: 0.5806, loss_cls: 3.1653, loss: 3.1653, grad_norm: 1.5885 2020-10-08 11:52:00,868 - mmaction - INFO - Epoch [168][240/1413] lr: 1.618e-01, eta: 1 day, 10:49:35, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3462, top5_acc: 0.5802, loss_cls: 3.1342, loss: 3.1342, grad_norm: 1.5925 2020-10-08 11:52:20,497 - mmaction - INFO - Epoch [168][260/1413] lr: 1.618e-01, eta: 1 day, 10:49:15, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3452, top5_acc: 0.5823, loss_cls: 3.1510, loss: 3.1510, grad_norm: 1.5829 2020-10-08 11:52:40,128 - mmaction - INFO - Epoch [168][280/1413] lr: 1.618e-01, eta: 1 day, 10:48:55, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3615, top5_acc: 0.5913, loss_cls: 3.0840, loss: 3.0840, grad_norm: 1.6021 2020-10-08 11:52:59,657 - mmaction - INFO - Epoch [168][300/1413] lr: 1.618e-01, eta: 1 day, 10:48:35, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3393, top5_acc: 0.5852, loss_cls: 3.1604, loss: 3.1604, grad_norm: 1.6296 2020-10-08 11:53:19,292 - mmaction - INFO - Epoch [168][320/1413] lr: 1.618e-01, eta: 1 day, 10:48:14, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3431, top5_acc: 0.5879, loss_cls: 3.1438, loss: 3.1438, grad_norm: 1.6195 2020-10-08 11:53:38,910 - mmaction - INFO - Epoch [168][340/1413] lr: 1.618e-01, eta: 1 day, 10:47:54, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3451, top5_acc: 0.5918, loss_cls: 3.0929, loss: 3.0929, grad_norm: 1.5856 2020-10-08 11:53:58,511 - mmaction - INFO - Epoch [168][360/1413] lr: 1.618e-01, eta: 1 day, 10:47:34, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3449, top5_acc: 0.5853, loss_cls: 3.1429, loss: 3.1429, grad_norm: 1.5895 2020-10-08 11:54:18,202 - mmaction - INFO - Epoch [168][380/1413] lr: 1.618e-01, eta: 1 day, 10:47:14, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3478, top5_acc: 0.5911, loss_cls: 3.1196, loss: 3.1196, grad_norm: 1.5835 2020-10-08 11:54:37,720 - mmaction - INFO - Epoch [168][400/1413] lr: 1.618e-01, eta: 1 day, 10:46:53, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3324, top5_acc: 0.5895, loss_cls: 3.1506, loss: 3.1506, grad_norm: 1.6429 2020-10-08 11:54:57,285 - mmaction - INFO - Epoch [168][420/1413] lr: 1.618e-01, eta: 1 day, 10:46:33, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3396, top5_acc: 0.5876, loss_cls: 3.1425, loss: 3.1425, grad_norm: 1.6084 2020-10-08 11:55:16,874 - mmaction - INFO - Epoch [168][440/1413] lr: 1.618e-01, eta: 1 day, 10:46:13, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3496, top5_acc: 0.5859, loss_cls: 3.0832, loss: 3.0832, grad_norm: 1.5650 2020-10-08 11:55:36,452 - mmaction - INFO - Epoch [168][460/1413] lr: 1.618e-01, eta: 1 day, 10:45:53, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3362, top5_acc: 0.5845, loss_cls: 3.1660, loss: 3.1660, grad_norm: 1.6380 2020-10-08 11:55:55,963 - mmaction - INFO - Epoch [168][480/1413] lr: 1.618e-01, eta: 1 day, 10:45:32, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3368, top5_acc: 0.5828, loss_cls: 3.1640, loss: 3.1640, grad_norm: 1.6046 2020-10-08 11:56:15,532 - mmaction - INFO - Epoch [168][500/1413] lr: 1.618e-01, eta: 1 day, 10:45:12, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3413, top5_acc: 0.5827, loss_cls: 3.1297, loss: 3.1297, grad_norm: 1.5989 2020-10-08 11:56:35,118 - mmaction - INFO - Epoch [168][520/1413] lr: 1.618e-01, eta: 1 day, 10:44:52, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3365, top5_acc: 0.5852, loss_cls: 3.1395, loss: 3.1395, grad_norm: 1.6049 2020-10-08 11:56:54,750 - mmaction - INFO - Epoch [168][540/1413] lr: 1.618e-01, eta: 1 day, 10:44:31, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3396, top5_acc: 0.5846, loss_cls: 3.1459, loss: 3.1459, grad_norm: 1.6577 2020-10-08 11:57:14,259 - mmaction - INFO - Epoch [168][560/1413] lr: 1.618e-01, eta: 1 day, 10:44:11, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.3324, top5_acc: 0.5706, loss_cls: 3.2114, loss: 3.2114, grad_norm: 1.6212 2020-10-08 11:57:33,783 - mmaction - INFO - Epoch [168][580/1413] lr: 1.618e-01, eta: 1 day, 10:43:51, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3431, top5_acc: 0.5898, loss_cls: 3.1200, loss: 3.1200, grad_norm: 1.6062 2020-10-08 11:57:53,392 - mmaction - INFO - Epoch [168][600/1413] lr: 1.618e-01, eta: 1 day, 10:43:31, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3379, top5_acc: 0.5788, loss_cls: 3.1722, loss: 3.1722, grad_norm: 1.6136 2020-10-08 11:58:12,991 - mmaction - INFO - Epoch [168][620/1413] lr: 1.618e-01, eta: 1 day, 10:43:10, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3340, top5_acc: 0.5797, loss_cls: 3.1621, loss: 3.1621, grad_norm: 1.6089 2020-10-08 11:58:32,610 - mmaction - INFO - Epoch [168][640/1413] lr: 1.618e-01, eta: 1 day, 10:42:50, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3470, top5_acc: 0.5863, loss_cls: 3.1421, loss: 3.1421, grad_norm: 1.5895 2020-10-08 11:58:52,275 - mmaction - INFO - Epoch [168][660/1413] lr: 1.618e-01, eta: 1 day, 10:42:30, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3480, top5_acc: 0.5861, loss_cls: 3.1428, loss: 3.1428, grad_norm: 1.5715 2020-10-08 11:59:11,964 - mmaction - INFO - Epoch [168][680/1413] lr: 1.618e-01, eta: 1 day, 10:42:10, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3372, top5_acc: 0.5870, loss_cls: 3.1554, loss: 3.1554, grad_norm: 1.6306 2020-10-08 11:59:31,601 - mmaction - INFO - Epoch [168][700/1413] lr: 1.618e-01, eta: 1 day, 10:41:49, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3436, top5_acc: 0.5773, loss_cls: 3.1548, loss: 3.1548, grad_norm: 1.5996 2020-10-08 11:59:51,110 - mmaction - INFO - Epoch [168][720/1413] lr: 1.618e-01, eta: 1 day, 10:41:29, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3388, top5_acc: 0.5750, loss_cls: 3.1859, loss: 3.1859, grad_norm: 1.6152 2020-10-08 12:00:11,107 - mmaction - INFO - Epoch [168][740/1413] lr: 1.618e-01, eta: 1 day, 10:41:09, time: 0.999, data_time: 0.001, memory: 8482, top1_acc: 0.3492, top5_acc: 0.5842, loss_cls: 3.1218, loss: 3.1218, grad_norm: 1.5755 2020-10-08 12:00:30,650 - mmaction - INFO - Epoch [168][760/1413] lr: 1.618e-01, eta: 1 day, 10:40:49, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.3339, top5_acc: 0.5750, loss_cls: 3.1950, loss: 3.1950, grad_norm: 1.6111 2020-10-08 12:00:50,332 - mmaction - INFO - Epoch [168][780/1413] lr: 1.618e-01, eta: 1 day, 10:40:29, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3393, top5_acc: 0.5862, loss_cls: 3.1375, loss: 3.1375, grad_norm: 1.6067 2020-10-08 12:01:09,883 - mmaction - INFO - Epoch [168][800/1413] lr: 1.618e-01, eta: 1 day, 10:40:08, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.3456, top5_acc: 0.5826, loss_cls: 3.1276, loss: 3.1276, grad_norm: 1.6108 2020-10-08 12:01:29,462 - mmaction - INFO - Epoch [168][820/1413] lr: 1.618e-01, eta: 1 day, 10:39:48, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3464, top5_acc: 0.5848, loss_cls: 3.1400, loss: 3.1400, grad_norm: 1.6120 2020-10-08 12:01:49,028 - mmaction - INFO - Epoch [168][840/1413] lr: 1.618e-01, eta: 1 day, 10:39:28, time: 0.979, data_time: 0.003, memory: 8482, top1_acc: 0.3328, top5_acc: 0.5792, loss_cls: 3.1644, loss: 3.1644, grad_norm: 1.6072 2020-10-08 12:02:08,645 - mmaction - INFO - Epoch [168][860/1413] lr: 1.618e-01, eta: 1 day, 10:39:08, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3354, top5_acc: 0.5844, loss_cls: 3.1386, loss: 3.1386, grad_norm: 1.6027 2020-10-08 12:02:28,241 - mmaction - INFO - Epoch [168][880/1413] lr: 1.618e-01, eta: 1 day, 10:38:47, time: 0.979, data_time: 0.001, memory: 8482, top1_acc: 0.3462, top5_acc: 0.5789, loss_cls: 3.1614, loss: 3.1614, grad_norm: 1.5680 2020-10-08 12:02:47,692 - mmaction - INFO - Epoch [168][900/1413] lr: 1.618e-01, eta: 1 day, 10:38:27, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.3400, top5_acc: 0.5805, loss_cls: 3.1426, loss: 3.1426, grad_norm: 1.6140 2020-10-08 12:03:07,325 - mmaction - INFO - Epoch [168][920/1413] lr: 1.618e-01, eta: 1 day, 10:38:07, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3438, top5_acc: 0.5842, loss_cls: 3.1457, loss: 3.1457, grad_norm: 1.6374 2020-10-08 12:03:26,919 - mmaction - INFO - Epoch [168][940/1413] lr: 1.618e-01, eta: 1 day, 10:37:47, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3414, top5_acc: 0.5855, loss_cls: 3.1483, loss: 3.1483, grad_norm: 1.6192 2020-10-08 12:03:46,619 - mmaction - INFO - Epoch [168][960/1413] lr: 1.618e-01, eta: 1 day, 10:37:26, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.3447, top5_acc: 0.5867, loss_cls: 3.1260, loss: 3.1260, grad_norm: 1.6043 2020-10-08 12:04:06,243 - mmaction - INFO - Epoch [168][980/1413] lr: 1.618e-01, eta: 1 day, 10:37:06, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3306, top5_acc: 0.5770, loss_cls: 3.2050, loss: 3.2050, grad_norm: 1.6184 2020-10-08 12:04:25,810 - mmaction - INFO - Epoch [168][1000/1413] lr: 1.618e-01, eta: 1 day, 10:36:46, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3409, top5_acc: 0.5806, loss_cls: 3.1675, loss: 3.1675, grad_norm: 1.5982 2020-10-08 12:04:45,418 - mmaction - INFO - Epoch [168][1020/1413] lr: 1.618e-01, eta: 1 day, 10:36:26, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3464, top5_acc: 0.5768, loss_cls: 3.1521, loss: 3.1521, grad_norm: 1.5975 2020-10-08 12:05:05,007 - mmaction - INFO - Epoch [168][1040/1413] lr: 1.618e-01, eta: 1 day, 10:36:05, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3323, top5_acc: 0.5805, loss_cls: 3.1630, loss: 3.1630, grad_norm: 1.6289 2020-10-08 12:05:24,538 - mmaction - INFO - Epoch [168][1060/1413] lr: 1.618e-01, eta: 1 day, 10:35:45, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3400, top5_acc: 0.5866, loss_cls: 3.1445, loss: 3.1445, grad_norm: 1.5866 2020-10-08 12:05:44,109 - mmaction - INFO - Epoch [168][1080/1413] lr: 1.618e-01, eta: 1 day, 10:35:25, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3424, top5_acc: 0.5828, loss_cls: 3.1346, loss: 3.1346, grad_norm: 1.5885 2020-10-08 12:06:03,709 - mmaction - INFO - Epoch [168][1100/1413] lr: 1.618e-01, eta: 1 day, 10:35:04, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3417, top5_acc: 0.5858, loss_cls: 3.1389, loss: 3.1389, grad_norm: 1.6156 2020-10-08 12:06:23,381 - mmaction - INFO - Epoch [168][1120/1413] lr: 1.618e-01, eta: 1 day, 10:34:44, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3336, top5_acc: 0.5751, loss_cls: 3.2066, loss: 3.2066, grad_norm: 1.6097 2020-10-08 12:06:42,945 - mmaction - INFO - Epoch [168][1140/1413] lr: 1.618e-01, eta: 1 day, 10:34:24, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3348, top5_acc: 0.5745, loss_cls: 3.1792, loss: 3.1792, grad_norm: 1.6037 2020-10-08 12:07:02,555 - mmaction - INFO - Epoch [168][1160/1413] lr: 1.618e-01, eta: 1 day, 10:34:04, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3346, top5_acc: 0.5766, loss_cls: 3.1822, loss: 3.1822, grad_norm: 1.6110 2020-10-08 12:07:22,151 - mmaction - INFO - Epoch [168][1180/1413] lr: 1.618e-01, eta: 1 day, 10:33:44, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3324, top5_acc: 0.5792, loss_cls: 3.1740, loss: 3.1740, grad_norm: 1.5850 2020-10-08 12:07:41,846 - mmaction - INFO - Epoch [168][1200/1413] lr: 1.618e-01, eta: 1 day, 10:33:23, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3451, top5_acc: 0.5913, loss_cls: 3.1236, loss: 3.1236, grad_norm: 1.6241 2020-10-08 12:08:01,534 - mmaction - INFO - Epoch [168][1220/1413] lr: 1.618e-01, eta: 1 day, 10:33:03, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3396, top5_acc: 0.5781, loss_cls: 3.1813, loss: 3.1813, grad_norm: 1.6087 2020-10-08 12:08:21,179 - mmaction - INFO - Epoch [168][1240/1413] lr: 1.618e-01, eta: 1 day, 10:32:43, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3415, top5_acc: 0.5763, loss_cls: 3.2010, loss: 3.2010, grad_norm: 1.5691 2020-10-08 12:08:40,794 - mmaction - INFO - Epoch [168][1260/1413] lr: 1.618e-01, eta: 1 day, 10:32:23, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3361, top5_acc: 0.5767, loss_cls: 3.1604, loss: 3.1604, grad_norm: 1.5912 2020-10-08 12:09:00,310 - mmaction - INFO - Epoch [168][1280/1413] lr: 1.618e-01, eta: 1 day, 10:32:02, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3333, top5_acc: 0.5745, loss_cls: 3.1736, loss: 3.1736, grad_norm: 1.6464 2020-10-08 12:09:19,853 - mmaction - INFO - Epoch [168][1300/1413] lr: 1.618e-01, eta: 1 day, 10:31:42, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3431, top5_acc: 0.5720, loss_cls: 3.1882, loss: 3.1882, grad_norm: 1.6324 2020-10-08 12:09:39,433 - mmaction - INFO - Epoch [168][1320/1413] lr: 1.618e-01, eta: 1 day, 10:31:22, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3398, top5_acc: 0.5845, loss_cls: 3.1468, loss: 3.1468, grad_norm: 1.6086 2020-10-08 12:09:58,988 - mmaction - INFO - Epoch [168][1340/1413] lr: 1.618e-01, eta: 1 day, 10:31:02, time: 0.978, data_time: 0.003, memory: 8482, top1_acc: 0.3439, top5_acc: 0.5844, loss_cls: 3.1181, loss: 3.1181, grad_norm: 1.5979 2020-10-08 12:10:18,617 - mmaction - INFO - Epoch [168][1360/1413] lr: 1.618e-01, eta: 1 day, 10:30:41, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3510, top5_acc: 0.5837, loss_cls: 3.1164, loss: 3.1164, grad_norm: 1.6124 2020-10-08 12:10:38,180 - mmaction - INFO - Epoch [168][1380/1413] lr: 1.618e-01, eta: 1 day, 10:30:21, time: 0.977, data_time: 0.001, memory: 8482, top1_acc: 0.3439, top5_acc: 0.5770, loss_cls: 3.1791, loss: 3.1791, grad_norm: 1.6015 2020-10-08 12:10:57,743 - mmaction - INFO - Epoch [168][1400/1413] lr: 1.618e-01, eta: 1 day, 10:30:01, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3385, top5_acc: 0.5861, loss_cls: 3.1581, loss: 3.1581, grad_norm: 1.6027 2020-10-08 12:11:12,233 - mmaction - INFO - Saving checkpoint at 168 epochs 2020-10-08 12:12:38,980 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-08 12:12:41,514 - mmaction - INFO - top1_acc 0.3531 top5_acc 0.6002 2020-10-08 12:12:41,514 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-08 12:12:41,628 - mmaction - INFO - mean_acc 0.3530 2020-10-08 12:12:41,629 - mmaction - INFO - Now best checkpoint is epoch_168.pth 2020-10-08 12:12:41,659 - mmaction - INFO - Epoch(val) [168][1413] top1_acc: 0.3531, top5_acc: 0.6002, mean_class_accuracy: 0.3530 2020-10-09 11:51:18,590 - mmaction - INFO - Epoch [169][20/1413] lr: 1.586e-01, eta: 3 days, 18:41:07, time: 2.626, data_time: 1.498, memory: 8482, top1_acc: 0.3477, top5_acc: 0.5880, loss_cls: 3.0978, loss: 3.0978, grad_norm: 1.6189 2020-10-09 11:51:38,005 - mmaction - INFO - Epoch [169][40/1413] lr: 1.586e-01, eta: 2 days, 14:06:43, time: 0.972, data_time: 0.005, memory: 8482, top1_acc: 0.3516, top5_acc: 0.5944, loss_cls: 3.0980, loss: 3.0980, grad_norm: 1.6015 2020-10-09 11:51:57,462 - mmaction - INFO - Epoch [169][60/1413] lr: 1.586e-01, eta: 2 days, 4:36:29, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3448, top5_acc: 0.5898, loss_cls: 3.1037, loss: 3.1037, grad_norm: 1.6110 2020-10-09 11:52:17,005 - mmaction - INFO - Epoch [169][80/1413] lr: 1.586e-01, eta: 1 day, 23:52:34, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3508, top5_acc: 0.5884, loss_cls: 3.1028, loss: 3.1028, grad_norm: 1.6142 2020-10-09 11:52:36,599 - mmaction - INFO - Epoch [169][100/1413] lr: 1.586e-01, eta: 1 day, 21:03:24, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3466, top5_acc: 0.5893, loss_cls: 3.1120, loss: 3.1120, grad_norm: 1.6179 2020-10-09 11:52:56,253 - mmaction - INFO - Epoch [169][120/1413] lr: 1.586e-01, eta: 1 day, 19:11:37, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3482, top5_acc: 0.5937, loss_cls: 3.0892, loss: 3.0892, grad_norm: 1.6333 2020-10-09 11:53:15,819 - mmaction - INFO - Epoch [169][140/1413] lr: 1.586e-01, eta: 1 day, 17:50:21, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3379, top5_acc: 0.5815, loss_cls: 3.1403, loss: 3.1403, grad_norm: 1.6157 2020-10-09 11:53:35,433 - mmaction - INFO - Epoch [169][160/1413] lr: 1.586e-01, eta: 1 day, 16:49:44, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3392, top5_acc: 0.5809, loss_cls: 3.1420, loss: 3.1420, grad_norm: 1.6004 2020-10-09 11:53:55,059 - mmaction - INFO - Epoch [169][180/1413] lr: 1.586e-01, eta: 1 day, 16:02:54, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3397, top5_acc: 0.5727, loss_cls: 3.1803, loss: 3.1803, grad_norm: 1.6280 2020-10-09 11:54:14,736 - mmaction - INFO - Epoch [169][200/1413] lr: 1.586e-01, eta: 1 day, 15:25:48, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3435, top5_acc: 0.5879, loss_cls: 3.0912, loss: 3.0912, grad_norm: 1.6032 2020-10-09 11:54:34,416 - mmaction - INFO - Epoch [169][220/1413] lr: 1.586e-01, eta: 1 day, 14:55:26, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3431, top5_acc: 0.5897, loss_cls: 3.1201, loss: 3.1201, grad_norm: 1.6108 2020-10-09 11:54:54,024 - mmaction - INFO - Epoch [169][240/1413] lr: 1.586e-01, eta: 1 day, 14:29:24, time: 0.980, data_time: 0.003, memory: 8482, top1_acc: 0.3465, top5_acc: 0.5949, loss_cls: 3.0921, loss: 3.0921, grad_norm: 1.6188 2020-10-09 11:55:13,714 - mmaction - INFO - Epoch [169][260/1413] lr: 1.586e-01, eta: 1 day, 14:08:13, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3320, top5_acc: 0.5792, loss_cls: 3.1664, loss: 3.1664, grad_norm: 1.6279 2020-10-09 11:55:33,465 - mmaction - INFO - Epoch [169][280/1413] lr: 1.586e-01, eta: 1 day, 13:50:13, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3474, top5_acc: 0.5971, loss_cls: 3.0914, loss: 3.0914, grad_norm: 1.5984 2020-10-09 11:55:53,215 - mmaction - INFO - Epoch [169][300/1413] lr: 1.586e-01, eta: 1 day, 13:34:37, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.3555, top5_acc: 0.5875, loss_cls: 3.1233, loss: 3.1233, grad_norm: 1.5962 2020-10-09 11:56:12,853 - mmaction - INFO - Epoch [169][320/1413] lr: 1.586e-01, eta: 1 day, 13:20:09, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3426, top5_acc: 0.5788, loss_cls: 3.1226, loss: 3.1226, grad_norm: 1.6176 2020-10-09 11:56:32,522 - mmaction - INFO - Epoch [169][340/1413] lr: 1.586e-01, eta: 1 day, 13:07:32, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3410, top5_acc: 0.5859, loss_cls: 3.1371, loss: 3.1371, grad_norm: 1.6221 2020-10-09 11:56:52,268 - mmaction - INFO - Epoch [169][360/1413] lr: 1.586e-01, eta: 1 day, 12:56:55, time: 0.988, data_time: 0.004, memory: 8482, top1_acc: 0.3520, top5_acc: 0.5866, loss_cls: 3.1276, loss: 3.1276, grad_norm: 1.6106 2020-10-09 11:57:11,985 - mmaction - INFO - Epoch [169][380/1413] lr: 1.586e-01, eta: 1 day, 12:47:03, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3464, top5_acc: 0.5853, loss_cls: 3.1328, loss: 3.1328, grad_norm: 1.6387 2020-10-09 11:57:31,671 - mmaction - INFO - Epoch [169][400/1413] lr: 1.586e-01, eta: 1 day, 12:37:58, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3430, top5_acc: 0.5863, loss_cls: 3.1506, loss: 3.1506, grad_norm: 1.6257 2020-10-09 11:57:51,391 - mmaction - INFO - Epoch [169][420/1413] lr: 1.586e-01, eta: 1 day, 12:29:59, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3496, top5_acc: 0.5871, loss_cls: 3.1229, loss: 3.1229, grad_norm: 1.6195 2020-10-09 11:58:11,091 - mmaction - INFO - Epoch [169][440/1413] lr: 1.586e-01, eta: 1 day, 12:22:35, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3527, top5_acc: 0.5846, loss_cls: 3.0947, loss: 3.0947, grad_norm: 1.6109 2020-10-09 11:58:30,703 - mmaction - INFO - Epoch [169][460/1413] lr: 1.586e-01, eta: 1 day, 12:15:23, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3432, top5_acc: 0.5870, loss_cls: 3.1496, loss: 3.1496, grad_norm: 1.6314 2020-10-09 11:58:50,371 - mmaction - INFO - Epoch [169][480/1413] lr: 1.586e-01, eta: 1 day, 12:08:59, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3421, top5_acc: 0.5887, loss_cls: 3.1454, loss: 3.1454, grad_norm: 1.6116 2020-10-09 11:59:10,040 - mmaction - INFO - Epoch [169][500/1413] lr: 1.586e-01, eta: 1 day, 12:03:06, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3402, top5_acc: 0.5835, loss_cls: 3.1626, loss: 3.1626, grad_norm: 1.6328 2020-10-09 11:59:29,694 - mmaction - INFO - Epoch [169][520/1413] lr: 1.586e-01, eta: 1 day, 11:57:35, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3305, top5_acc: 0.5793, loss_cls: 3.1984, loss: 3.1984, grad_norm: 1.6206 2020-10-09 11:59:49,407 - mmaction - INFO - Epoch [169][540/1413] lr: 1.586e-01, eta: 1 day, 11:52:37, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3411, top5_acc: 0.5926, loss_cls: 3.1313, loss: 3.1313, grad_norm: 1.6332 2020-10-09 12:00:10,489 - mmaction - INFO - Epoch [169][560/1413] lr: 1.586e-01, eta: 1 day, 11:53:06, time: 1.055, data_time: 0.003, memory: 8482, top1_acc: 0.3447, top5_acc: 0.5814, loss_cls: 3.1725, loss: 3.1725, grad_norm: 1.5929 2020-10-09 12:00:30,116 - mmaction - INFO - Epoch [169][580/1413] lr: 1.586e-01, eta: 1 day, 11:48:21, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3372, top5_acc: 0.5801, loss_cls: 3.1712, loss: 3.1712, grad_norm: 1.6049 2020-10-09 12:00:49,920 - mmaction - INFO - Epoch [169][600/1413] lr: 1.586e-01, eta: 1 day, 11:44:28, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.3452, top5_acc: 0.5911, loss_cls: 3.1156, loss: 3.1156, grad_norm: 1.6428 2020-10-09 12:01:09,628 - mmaction - INFO - Epoch [169][620/1413] lr: 1.586e-01, eta: 1 day, 11:40:30, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3408, top5_acc: 0.5802, loss_cls: 3.1342, loss: 3.1342, grad_norm: 1.6113 2020-10-09 12:01:29,320 - mmaction - INFO - Epoch [169][640/1413] lr: 1.586e-01, eta: 1 day, 11:36:42, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3400, top5_acc: 0.5854, loss_cls: 3.1542, loss: 3.1542, grad_norm: 1.6083 2020-10-09 12:01:49,020 - mmaction - INFO - Epoch [169][660/1413] lr: 1.586e-01, eta: 1 day, 11:33:07, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3385, top5_acc: 0.5783, loss_cls: 3.1682, loss: 3.1682, grad_norm: 1.6042 2020-10-09 12:02:08,731 - mmaction - INFO - Epoch [169][680/1413] lr: 1.586e-01, eta: 1 day, 11:29:48, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3449, top5_acc: 0.5910, loss_cls: 3.1219, loss: 3.1219, grad_norm: 1.5998 2020-10-09 12:02:28,464 - mmaction - INFO - Epoch [169][700/1413] lr: 1.586e-01, eta: 1 day, 11:26:42, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.3388, top5_acc: 0.5793, loss_cls: 3.1657, loss: 3.1657, grad_norm: 1.6150 2020-10-09 12:02:48,109 - mmaction - INFO - Epoch [169][720/1413] lr: 1.586e-01, eta: 1 day, 11:23:32, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3495, top5_acc: 0.5814, loss_cls: 3.1041, loss: 3.1041, grad_norm: 1.6204 2020-10-09 12:03:07,702 - mmaction - INFO - Epoch [169][740/1413] lr: 1.586e-01, eta: 1 day, 11:20:21, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3477, top5_acc: 0.5893, loss_cls: 3.1193, loss: 3.1193, grad_norm: 1.6307 2020-10-09 12:03:27,445 - mmaction - INFO - Epoch [169][760/1413] lr: 1.586e-01, eta: 1 day, 11:17:42, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3410, top5_acc: 0.5824, loss_cls: 3.1577, loss: 3.1577, grad_norm: 1.5925 2020-10-09 12:03:47,214 - mmaction - INFO - Epoch [169][780/1413] lr: 1.586e-01, eta: 1 day, 11:15:15, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.3473, top5_acc: 0.5919, loss_cls: 3.1309, loss: 3.1309, grad_norm: 1.5960 2020-10-09 12:04:06,913 - mmaction - INFO - Epoch [169][800/1413] lr: 1.586e-01, eta: 1 day, 11:12:45, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3509, top5_acc: 0.5802, loss_cls: 3.1822, loss: 3.1822, grad_norm: 1.6005 2020-10-09 12:04:26,527 - mmaction - INFO - Epoch [169][820/1413] lr: 1.586e-01, eta: 1 day, 11:10:09, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3465, top5_acc: 0.5876, loss_cls: 3.1217, loss: 3.1217, grad_norm: 1.6190 2020-10-09 12:04:46,193 - mmaction - INFO - Epoch [169][840/1413] lr: 1.586e-01, eta: 1 day, 11:07:48, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3521, top5_acc: 0.5900, loss_cls: 3.1050, loss: 3.1050, grad_norm: 1.6137 2020-10-09 12:05:05,887 - mmaction - INFO - Epoch [169][860/1413] lr: 1.586e-01, eta: 1 day, 11:05:31, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3413, top5_acc: 0.5900, loss_cls: 3.1296, loss: 3.1296, grad_norm: 1.6151 2020-10-09 12:05:25,693 - mmaction - INFO - Epoch [169][880/1413] lr: 1.586e-01, eta: 1 day, 11:03:39, time: 0.990, data_time: 0.003, memory: 8482, top1_acc: 0.3512, top5_acc: 0.5914, loss_cls: 3.0964, loss: 3.0964, grad_norm: 1.6031 2020-10-09 12:05:45,409 - mmaction - INFO - Epoch [169][900/1413] lr: 1.586e-01, eta: 1 day, 11:01:42, time: 0.987, data_time: 0.004, memory: 8482, top1_acc: 0.3456, top5_acc: 0.5809, loss_cls: 3.1280, loss: 3.1280, grad_norm: 1.6158 2020-10-09 12:06:05,131 - mmaction - INFO - Epoch [169][920/1413] lr: 1.586e-01, eta: 1 day, 10:59:47, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.3595, top5_acc: 0.5935, loss_cls: 3.0591, loss: 3.0591, grad_norm: 1.6104 2020-10-09 12:06:24,881 - mmaction - INFO - Epoch [169][940/1413] lr: 1.586e-01, eta: 1 day, 10:57:54, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.3431, top5_acc: 0.5857, loss_cls: 3.1381, loss: 3.1381, grad_norm: 1.6299 2020-10-09 12:06:44,568 - mmaction - INFO - Epoch [169][960/1413] lr: 1.586e-01, eta: 1 day, 10:56:03, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3496, top5_acc: 0.5878, loss_cls: 3.1266, loss: 3.1266, grad_norm: 1.6053 2020-10-09 12:07:04,275 - mmaction - INFO - Epoch [169][980/1413] lr: 1.586e-01, eta: 1 day, 10:54:16, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3421, top5_acc: 0.5747, loss_cls: 3.1550, loss: 3.1550, grad_norm: 1.6430 2020-10-09 12:07:24,004 - mmaction - INFO - Epoch [169][1000/1413] lr: 1.586e-01, eta: 1 day, 10:52:36, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.3456, top5_acc: 0.5837, loss_cls: 3.1104, loss: 3.1104, grad_norm: 1.6298 2020-10-09 12:07:43,636 - mmaction - INFO - Epoch [169][1020/1413] lr: 1.586e-01, eta: 1 day, 10:50:52, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3413, top5_acc: 0.5818, loss_cls: 3.1724, loss: 3.1724, grad_norm: 1.6340 2020-10-09 12:08:03,309 - mmaction - INFO - Epoch [169][1040/1413] lr: 1.586e-01, eta: 1 day, 10:49:12, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.3478, top5_acc: 0.5865, loss_cls: 3.1287, loss: 3.1287, grad_norm: 1.6167 2020-10-09 12:08:23,007 - mmaction - INFO - Epoch [169][1060/1413] lr: 1.586e-01, eta: 1 day, 10:47:36, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.3428, top5_acc: 0.5839, loss_cls: 3.1249, loss: 3.1249, grad_norm: 1.6262 2020-10-09 12:08:42,713 - mmaction - INFO - Epoch [169][1080/1413] lr: 1.586e-01, eta: 1 day, 10:46:06, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3404, top5_acc: 0.5786, loss_cls: 3.1870, loss: 3.1870, grad_norm: 1.6157 2020-10-09 12:09:02,421 - mmaction - INFO - Epoch [169][1100/1413] lr: 1.586e-01, eta: 1 day, 10:44:36, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3507, top5_acc: 0.5827, loss_cls: 3.1368, loss: 3.1368, grad_norm: 1.6113 2020-10-09 12:09:22,141 - mmaction - INFO - Epoch [169][1120/1413] lr: 1.586e-01, eta: 1 day, 10:43:13, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3393, top5_acc: 0.5786, loss_cls: 3.1445, loss: 3.1445, grad_norm: 1.6116 2020-10-09 12:09:41,860 - mmaction - INFO - Epoch [169][1140/1413] lr: 1.586e-01, eta: 1 day, 10:41:54, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.3326, top5_acc: 0.5740, loss_cls: 3.1714, loss: 3.1714, grad_norm: 1.5867 2020-10-09 12:10:01,546 - mmaction - INFO - Epoch [169][1160/1413] lr: 1.586e-01, eta: 1 day, 10:40:28, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3582, top5_acc: 0.5941, loss_cls: 3.0778, loss: 3.0778, grad_norm: 1.5905 2020-10-09 12:10:21,273 - mmaction - INFO - Epoch [169][1180/1413] lr: 1.586e-01, eta: 1 day, 10:39:11, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3358, top5_acc: 0.5805, loss_cls: 3.1732, loss: 3.1732, grad_norm: 1.6378 2020-10-09 12:10:40,902 - mmaction - INFO - Epoch [169][1200/1413] lr: 1.586e-01, eta: 1 day, 10:37:45, time: 0.981, data_time: 0.003, memory: 8482, top1_acc: 0.3391, top5_acc: 0.5814, loss_cls: 3.1418, loss: 3.1418, grad_norm: 1.6165 2020-10-09 12:11:00,646 - mmaction - INFO - Epoch [169][1220/1413] lr: 1.586e-01, eta: 1 day, 10:36:38, time: 0.989, data_time: 0.003, memory: 8482, top1_acc: 0.3393, top5_acc: 0.5815, loss_cls: 3.1598, loss: 3.1598, grad_norm: 1.6265 2020-10-09 12:11:20,370 - mmaction - INFO - Epoch [169][1240/1413] lr: 1.586e-01, eta: 1 day, 10:35:24, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3445, top5_acc: 0.5823, loss_cls: 3.1141, loss: 3.1141, grad_norm: 1.6184 2020-10-09 12:11:40,095 - mmaction - INFO - Epoch [169][1260/1413] lr: 1.586e-01, eta: 1 day, 10:34:16, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.3397, top5_acc: 0.5884, loss_cls: 3.1300, loss: 3.1300, grad_norm: 1.6108 2020-10-09 12:11:59,791 - mmaction - INFO - Epoch [169][1280/1413] lr: 1.586e-01, eta: 1 day, 10:33:05, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3385, top5_acc: 0.5841, loss_cls: 3.1308, loss: 3.1308, grad_norm: 1.6353 2020-10-09 12:12:19,499 - mmaction - INFO - Epoch [169][1300/1413] lr: 1.586e-01, eta: 1 day, 10:31:56, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.3451, top5_acc: 0.5884, loss_cls: 3.1348, loss: 3.1348, grad_norm: 1.6315 2020-10-09 12:12:39,141 - mmaction - INFO - Epoch [169][1320/1413] lr: 1.586e-01, eta: 1 day, 10:30:43, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3427, top5_acc: 0.5915, loss_cls: 3.1291, loss: 3.1291, grad_norm: 1.6186 2020-10-09 12:12:58,873 - mmaction - INFO - Epoch [169][1340/1413] lr: 1.586e-01, eta: 1 day, 10:29:42, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.3322, top5_acc: 0.5766, loss_cls: 3.1872, loss: 3.1872, grad_norm: 1.5963 2020-10-09 12:13:18,626 - mmaction - INFO - Epoch [169][1360/1413] lr: 1.586e-01, eta: 1 day, 10:28:38, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.3434, top5_acc: 0.5858, loss_cls: 3.1537, loss: 3.1537, grad_norm: 1.6343 2020-10-09 12:13:38,253 - mmaction - INFO - Epoch [169][1380/1413] lr: 1.586e-01, eta: 1 day, 10:27:31, time: 0.983, data_time: 0.004, memory: 8482, top1_acc: 0.3370, top5_acc: 0.5848, loss_cls: 3.1514, loss: 3.1514, grad_norm: 1.6064 2020-10-09 12:13:57,900 - mmaction - INFO - Epoch [169][1400/1413] lr: 1.586e-01, eta: 1 day, 10:26:24, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3414, top5_acc: 0.5801, loss_cls: 3.1785, loss: 3.1785, grad_norm: 1.6173 2020-10-09 12:15:05,970 - mmaction - INFO - Epoch [170][20/1413] lr: 1.553e-01, eta: 1 day, 10:55:06, time: 2.687, data_time: 1.639, memory: 8482, top1_acc: 0.3504, top5_acc: 0.5815, loss_cls: 3.1335, loss: 3.1335, grad_norm: 1.6178 2020-10-09 12:15:25,596 - mmaction - INFO - Epoch [170][40/1413] lr: 1.553e-01, eta: 1 day, 10:53:33, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3469, top5_acc: 0.5879, loss_cls: 3.1337, loss: 3.1337, grad_norm: 1.6263 2020-10-09 12:15:45,294 - mmaction - INFO - Epoch [170][60/1413] lr: 1.553e-01, eta: 1 day, 10:52:11, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3514, top5_acc: 0.5974, loss_cls: 3.0983, loss: 3.0983, grad_norm: 1.6274 2020-10-09 12:16:04,902 - mmaction - INFO - Epoch [170][80/1413] lr: 1.553e-01, eta: 1 day, 10:50:44, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3608, top5_acc: 0.6008, loss_cls: 3.0521, loss: 3.0521, grad_norm: 1.6081 2020-10-09 12:16:24,618 - mmaction - INFO - Epoch [170][100/1413] lr: 1.553e-01, eta: 1 day, 10:49:25, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3435, top5_acc: 0.5792, loss_cls: 3.1325, loss: 3.1325, grad_norm: 1.6062 2020-10-09 12:16:44,291 - mmaction - INFO - Epoch [170][120/1413] lr: 1.553e-01, eta: 1 day, 10:48:05, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3401, top5_acc: 0.5783, loss_cls: 3.1460, loss: 3.1460, grad_norm: 1.6031 2020-10-09 12:17:04,017 - mmaction - INFO - Epoch [170][140/1413] lr: 1.553e-01, eta: 1 day, 10:46:50, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3520, top5_acc: 0.6020, loss_cls: 3.0362, loss: 3.0362, grad_norm: 1.6348 2020-10-09 12:17:23,770 - mmaction - INFO - Epoch [170][160/1413] lr: 1.553e-01, eta: 1 day, 10:45:41, time: 0.989, data_time: 0.003, memory: 8482, top1_acc: 0.3490, top5_acc: 0.5960, loss_cls: 3.1208, loss: 3.1208, grad_norm: 1.6658 2020-10-09 12:17:43,455 - mmaction - INFO - Epoch [170][180/1413] lr: 1.553e-01, eta: 1 day, 10:44:28, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3419, top5_acc: 0.5910, loss_cls: 3.1258, loss: 3.1258, grad_norm: 1.6179 2020-10-09 12:18:03,153 - mmaction - INFO - Epoch [170][200/1413] lr: 1.553e-01, eta: 1 day, 10:43:14, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.3391, top5_acc: 0.5909, loss_cls: 3.1232, loss: 3.1232, grad_norm: 1.6526 2020-10-09 12:18:22,909 - mmaction - INFO - Epoch [170][220/1413] lr: 1.553e-01, eta: 1 day, 10:42:09, time: 0.989, data_time: 0.003, memory: 8482, top1_acc: 0.3509, top5_acc: 0.5974, loss_cls: 3.0753, loss: 3.0753, grad_norm: 1.6514 2020-10-09 12:18:42,605 - mmaction - INFO - Epoch [170][240/1413] lr: 1.553e-01, eta: 1 day, 10:40:59, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3427, top5_acc: 0.5811, loss_cls: 3.1389, loss: 3.1389, grad_norm: 1.6348 2020-10-09 12:19:02,331 - mmaction - INFO - Epoch [170][260/1413] lr: 1.553e-01, eta: 1 day, 10:39:52, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3552, top5_acc: 0.5992, loss_cls: 3.0654, loss: 3.0654, grad_norm: 1.6483 2020-10-09 12:19:22,022 - mmaction - INFO - Epoch [170][280/1413] lr: 1.553e-01, eta: 1 day, 10:38:46, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.3327, top5_acc: 0.5797, loss_cls: 3.1722, loss: 3.1722, grad_norm: 1.6369 2020-10-09 12:19:41,693 - mmaction - INFO - Epoch [170][300/1413] lr: 1.553e-01, eta: 1 day, 10:37:35, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3585, top5_acc: 0.5923, loss_cls: 3.1148, loss: 3.1148, grad_norm: 1.6149 2020-10-09 12:20:01,391 - mmaction - INFO - Epoch [170][320/1413] lr: 1.553e-01, eta: 1 day, 10:36:29, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3465, top5_acc: 0.5797, loss_cls: 3.1272, loss: 3.1272, grad_norm: 1.6611 2020-10-09 12:20:21,021 - mmaction - INFO - Epoch [170][340/1413] lr: 1.553e-01, eta: 1 day, 10:35:21, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3499, top5_acc: 0.5943, loss_cls: 3.0731, loss: 3.0731, grad_norm: 1.6179 2020-10-09 12:20:40,667 - mmaction - INFO - Epoch [170][360/1413] lr: 1.553e-01, eta: 1 day, 10:34:15, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3408, top5_acc: 0.5819, loss_cls: 3.1408, loss: 3.1408, grad_norm: 1.6371 2020-10-09 12:21:00,478 - mmaction - INFO - Epoch [170][380/1413] lr: 1.553e-01, eta: 1 day, 10:33:21, time: 0.990, data_time: 0.003, memory: 8482, top1_acc: 0.3486, top5_acc: 0.5941, loss_cls: 3.0913, loss: 3.0913, grad_norm: 1.6151 2020-10-09 12:21:20,220 - mmaction - INFO - Epoch [170][400/1413] lr: 1.553e-01, eta: 1 day, 10:32:21, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3509, top5_acc: 0.5870, loss_cls: 3.0988, loss: 3.0988, grad_norm: 1.6446 2020-10-09 12:21:39,840 - mmaction - INFO - Epoch [170][420/1413] lr: 1.553e-01, eta: 1 day, 10:31:17, time: 0.982, data_time: 0.004, memory: 8482, top1_acc: 0.3385, top5_acc: 0.5827, loss_cls: 3.1364, loss: 3.1364, grad_norm: 1.6106 2020-10-09 12:21:59,578 - mmaction - INFO - Epoch [170][440/1413] lr: 1.553e-01, eta: 1 day, 10:30:21, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.3384, top5_acc: 0.5816, loss_cls: 3.1498, loss: 3.1498, grad_norm: 1.6283 2020-10-09 12:22:19,267 - mmaction - INFO - Epoch [170][460/1413] lr: 1.553e-01, eta: 1 day, 10:29:22, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3509, top5_acc: 0.5932, loss_cls: 3.1039, loss: 3.1039, grad_norm: 1.6114 2020-10-09 12:22:38,977 - mmaction - INFO - Epoch [170][480/1413] lr: 1.553e-01, eta: 1 day, 10:28:25, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3443, top5_acc: 0.5810, loss_cls: 3.1443, loss: 3.1443, grad_norm: 1.6244 2020-10-09 12:22:58,688 - mmaction - INFO - Epoch [170][500/1413] lr: 1.553e-01, eta: 1 day, 10:27:27, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3436, top5_acc: 0.5849, loss_cls: 3.1407, loss: 3.1407, grad_norm: 1.5857 2020-10-09 12:23:18,404 - mmaction - INFO - Epoch [170][520/1413] lr: 1.553e-01, eta: 1 day, 10:26:33, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.3462, top5_acc: 0.5891, loss_cls: 3.1183, loss: 3.1183, grad_norm: 1.6034 2020-10-09 12:23:38,119 - mmaction - INFO - Epoch [170][540/1413] lr: 1.553e-01, eta: 1 day, 10:25:39, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3512, top5_acc: 0.5902, loss_cls: 3.1209, loss: 3.1209, grad_norm: 1.6481 2020-10-09 12:23:57,772 - mmaction - INFO - Epoch [170][560/1413] lr: 1.553e-01, eta: 1 day, 10:24:43, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3512, top5_acc: 0.5910, loss_cls: 3.1338, loss: 3.1338, grad_norm: 1.6320 2020-10-09 12:24:17,356 - mmaction - INFO - Epoch [170][580/1413] lr: 1.553e-01, eta: 1 day, 10:23:41, time: 0.978, data_time: 0.001, memory: 8482, top1_acc: 0.3473, top5_acc: 0.5908, loss_cls: 3.1095, loss: 3.1095, grad_norm: 1.6648 2020-10-09 12:24:37,117 - mmaction - INFO - Epoch [170][600/1413] lr: 1.553e-01, eta: 1 day, 10:22:52, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3380, top5_acc: 0.5815, loss_cls: 3.1520, loss: 3.1520, grad_norm: 1.6337 2020-10-09 12:24:56,781 - mmaction - INFO - Epoch [170][620/1413] lr: 1.553e-01, eta: 1 day, 10:21:56, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3367, top5_acc: 0.5882, loss_cls: 3.1289, loss: 3.1289, grad_norm: 1.6352 2020-10-09 12:25:16,505 - mmaction - INFO - Epoch [170][640/1413] lr: 1.553e-01, eta: 1 day, 10:21:05, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3451, top5_acc: 0.5911, loss_cls: 3.1179, loss: 3.1179, grad_norm: 1.6372 2020-10-09 12:25:36,186 - mmaction - INFO - Epoch [170][660/1413] lr: 1.553e-01, eta: 1 day, 10:20:14, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3457, top5_acc: 0.5888, loss_cls: 3.1086, loss: 3.1086, grad_norm: 1.6227 2020-10-09 12:25:55,883 - mmaction - INFO - Epoch [170][680/1413] lr: 1.553e-01, eta: 1 day, 10:19:23, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3438, top5_acc: 0.5831, loss_cls: 3.1412, loss: 3.1412, grad_norm: 1.6228 2020-10-09 12:26:15,619 - mmaction - INFO - Epoch [170][700/1413] lr: 1.553e-01, eta: 1 day, 10:18:36, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3518, top5_acc: 0.5947, loss_cls: 3.0765, loss: 3.0765, grad_norm: 1.6143 2020-10-09 12:26:35,322 - mmaction - INFO - Epoch [170][720/1413] lr: 1.553e-01, eta: 1 day, 10:17:47, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3435, top5_acc: 0.5826, loss_cls: 3.1412, loss: 3.1412, grad_norm: 1.6540 2020-10-09 12:26:55,034 - mmaction - INFO - Epoch [170][740/1413] lr: 1.553e-01, eta: 1 day, 10:16:59, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3555, top5_acc: 0.5991, loss_cls: 3.0584, loss: 3.0584, grad_norm: 1.6400 2020-10-09 12:27:14,693 - mmaction - INFO - Epoch [170][760/1413] lr: 1.553e-01, eta: 1 day, 10:16:08, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3309, top5_acc: 0.5875, loss_cls: 3.1561, loss: 3.1561, grad_norm: 1.6599 2020-10-09 12:27:34,354 - mmaction - INFO - Epoch [170][780/1413] lr: 1.553e-01, eta: 1 day, 10:15:18, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3454, top5_acc: 0.5829, loss_cls: 3.1552, loss: 3.1552, grad_norm: 1.6227 2020-10-09 12:27:54,104 - mmaction - INFO - Epoch [170][800/1413] lr: 1.553e-01, eta: 1 day, 10:14:32, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3402, top5_acc: 0.5926, loss_cls: 3.0890, loss: 3.0890, grad_norm: 1.6076 2020-10-09 12:28:13,866 - mmaction - INFO - Epoch [170][820/1413] lr: 1.553e-01, eta: 1 day, 10:13:50, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.3552, top5_acc: 0.5938, loss_cls: 3.0711, loss: 3.0711, grad_norm: 1.6351 2020-10-09 12:28:33,631 - mmaction - INFO - Epoch [170][840/1413] lr: 1.553e-01, eta: 1 day, 10:13:06, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3492, top5_acc: 0.5922, loss_cls: 3.0857, loss: 3.0857, grad_norm: 1.6209 2020-10-09 12:28:53,292 - mmaction - INFO - Epoch [170][860/1413] lr: 1.553e-01, eta: 1 day, 10:12:18, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3400, top5_acc: 0.5828, loss_cls: 3.1471, loss: 3.1471, grad_norm: 1.6340 2020-10-09 12:29:12,950 - mmaction - INFO - Epoch [170][880/1413] lr: 1.553e-01, eta: 1 day, 10:11:29, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3432, top5_acc: 0.5889, loss_cls: 3.1307, loss: 3.1307, grad_norm: 1.6161 2020-10-09 12:29:32,634 - mmaction - INFO - Epoch [170][900/1413] lr: 1.553e-01, eta: 1 day, 10:10:46, time: 0.987, data_time: 0.004, memory: 8482, top1_acc: 0.3395, top5_acc: 0.5839, loss_cls: 3.1870, loss: 3.1870, grad_norm: 1.6291 2020-10-09 12:29:52,290 - mmaction - INFO - Epoch [170][920/1413] lr: 1.553e-01, eta: 1 day, 10:09:58, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3484, top5_acc: 0.5902, loss_cls: 3.1377, loss: 3.1377, grad_norm: 1.6071 2020-10-09 12:30:12,021 - mmaction - INFO - Epoch [170][940/1413] lr: 1.553e-01, eta: 1 day, 10:09:16, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.3456, top5_acc: 0.5786, loss_cls: 3.1489, loss: 3.1489, grad_norm: 1.6253 2020-10-09 12:30:31,658 - mmaction - INFO - Epoch [170][960/1413] lr: 1.553e-01, eta: 1 day, 10:08:29, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3517, top5_acc: 0.5904, loss_cls: 3.0934, loss: 3.0934, grad_norm: 1.6127 2020-10-09 12:30:51,363 - mmaction - INFO - Epoch [170][980/1413] lr: 1.553e-01, eta: 1 day, 10:07:45, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3453, top5_acc: 0.5943, loss_cls: 3.1075, loss: 3.1075, grad_norm: 1.6323 2020-10-09 12:31:11,158 - mmaction - INFO - Epoch [170][1000/1413] lr: 1.553e-01, eta: 1 day, 10:07:08, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.3447, top5_acc: 0.5876, loss_cls: 3.1082, loss: 3.1082, grad_norm: 1.6313 2020-10-09 12:31:30,840 - mmaction - INFO - Epoch [170][1020/1413] lr: 1.553e-01, eta: 1 day, 10:06:24, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3387, top5_acc: 0.5780, loss_cls: 3.1592, loss: 3.1592, grad_norm: 1.6497 2020-10-09 12:31:50,450 - mmaction - INFO - Epoch [170][1040/1413] lr: 1.553e-01, eta: 1 day, 10:05:37, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3439, top5_acc: 0.5789, loss_cls: 3.1459, loss: 3.1459, grad_norm: 1.6292 2020-10-09 12:32:10,189 - mmaction - INFO - Epoch [170][1060/1413] lr: 1.553e-01, eta: 1 day, 10:04:57, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3418, top5_acc: 0.5776, loss_cls: 3.1662, loss: 3.1662, grad_norm: 1.6086 2020-10-09 12:32:29,896 - mmaction - INFO - Epoch [170][1080/1413] lr: 1.553e-01, eta: 1 day, 10:04:16, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3495, top5_acc: 0.5908, loss_cls: 3.1052, loss: 3.1052, grad_norm: 1.6312 2020-10-09 12:32:49,599 - mmaction - INFO - Epoch [170][1100/1413] lr: 1.553e-01, eta: 1 day, 10:03:35, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3480, top5_acc: 0.5824, loss_cls: 3.1490, loss: 3.1490, grad_norm: 1.6766 2020-10-09 12:33:09,327 - mmaction - INFO - Epoch [170][1120/1413] lr: 1.553e-01, eta: 1 day, 10:02:56, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.3409, top5_acc: 0.5844, loss_cls: 3.1523, loss: 3.1523, grad_norm: 1.6343 2020-10-09 12:33:29,069 - mmaction - INFO - Epoch [170][1140/1413] lr: 1.553e-01, eta: 1 day, 10:02:18, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3457, top5_acc: 0.5858, loss_cls: 3.1374, loss: 3.1374, grad_norm: 1.6209 2020-10-09 12:33:48,725 - mmaction - INFO - Epoch [170][1160/1413] lr: 1.553e-01, eta: 1 day, 10:01:35, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3349, top5_acc: 0.5811, loss_cls: 3.1577, loss: 3.1577, grad_norm: 1.6377 2020-10-09 12:34:08,556 - mmaction - INFO - Epoch [170][1180/1413] lr: 1.553e-01, eta: 1 day, 10:01:02, time: 0.992, data_time: 0.002, memory: 8482, top1_acc: 0.3461, top5_acc: 0.5904, loss_cls: 3.1013, loss: 3.1013, grad_norm: 1.6335 2020-10-09 12:34:28,324 - mmaction - INFO - Epoch [170][1200/1413] lr: 1.553e-01, eta: 1 day, 10:00:25, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3355, top5_acc: 0.5758, loss_cls: 3.1875, loss: 3.1875, grad_norm: 1.6224 2020-10-09 12:34:48,010 - mmaction - INFO - Epoch [170][1220/1413] lr: 1.553e-01, eta: 1 day, 9:59:44, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3604, top5_acc: 0.6001, loss_cls: 3.0836, loss: 3.0836, grad_norm: 1.6366 2020-10-09 12:35:07,748 - mmaction - INFO - Epoch [170][1240/1413] lr: 1.553e-01, eta: 1 day, 9:59:08, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.3409, top5_acc: 0.5879, loss_cls: 3.1236, loss: 3.1236, grad_norm: 1.6144 2020-10-09 12:35:27,465 - mmaction - INFO - Epoch [170][1260/1413] lr: 1.553e-01, eta: 1 day, 9:58:30, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3464, top5_acc: 0.5908, loss_cls: 3.1065, loss: 3.1065, grad_norm: 1.6429 2020-10-09 12:35:47,178 - mmaction - INFO - Epoch [170][1280/1413] lr: 1.553e-01, eta: 1 day, 9:57:51, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3370, top5_acc: 0.5822, loss_cls: 3.1439, loss: 3.1439, grad_norm: 1.6400 2020-10-09 12:36:06,925 - mmaction - INFO - Epoch [170][1300/1413] lr: 1.553e-01, eta: 1 day, 9:57:15, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.3547, top5_acc: 0.5930, loss_cls: 3.0983, loss: 3.0983, grad_norm: 1.6223 2020-10-09 12:36:26,614 - mmaction - INFO - Epoch [170][1320/1413] lr: 1.553e-01, eta: 1 day, 9:56:38, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3428, top5_acc: 0.5889, loss_cls: 3.0946, loss: 3.0946, grad_norm: 1.6208 2020-10-09 12:36:46,318 - mmaction - INFO - Epoch [170][1340/1413] lr: 1.553e-01, eta: 1 day, 9:56:00, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3483, top5_acc: 0.5866, loss_cls: 3.1359, loss: 3.1359, grad_norm: 1.6391 2020-10-09 12:37:05,949 - mmaction - INFO - Epoch [170][1360/1413] lr: 1.553e-01, eta: 1 day, 9:55:19, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3464, top5_acc: 0.5806, loss_cls: 3.1621, loss: 3.1621, grad_norm: 1.6367 2020-10-09 12:37:25,714 - mmaction - INFO - Epoch [170][1380/1413] lr: 1.553e-01, eta: 1 day, 9:54:47, time: 0.990, data_time: 0.003, memory: 8482, top1_acc: 0.3470, top5_acc: 0.5811, loss_cls: 3.1333, loss: 3.1333, grad_norm: 1.6393 2020-10-09 12:37:45,364 - mmaction - INFO - Epoch [170][1400/1413] lr: 1.553e-01, eta: 1 day, 9:54:08, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3434, top5_acc: 0.5792, loss_cls: 3.1496, loss: 3.1496, grad_norm: 1.6576 2020-10-09 12:38:52,481 - mmaction - INFO - Epoch [171][20/1413] lr: 1.521e-01, eta: 1 day, 10:08:24, time: 2.698, data_time: 1.541, memory: 8482, top1_acc: 0.3451, top5_acc: 0.5850, loss_cls: 3.1255, loss: 3.1255, grad_norm: 1.6224 2020-10-09 12:39:15,503 - mmaction - INFO - Epoch [171][40/1413] lr: 1.521e-01, eta: 1 day, 10:10:03, time: 1.152, data_time: 0.003, memory: 8482, top1_acc: 0.3469, top5_acc: 0.5870, loss_cls: 3.1328, loss: 3.1328, grad_norm: 1.6485 2020-10-09 12:39:38,335 - mmaction - INFO - Epoch [171][60/1413] lr: 1.521e-01, eta: 1 day, 10:11:31, time: 1.141, data_time: 0.001, memory: 8482, top1_acc: 0.3522, top5_acc: 0.5922, loss_cls: 3.1078, loss: 3.1078, grad_norm: 1.6332 2020-10-09 12:40:01,250 - mmaction - INFO - Epoch [171][80/1413] lr: 1.521e-01, eta: 1 day, 10:13:01, time: 1.146, data_time: 0.002, memory: 8482, top1_acc: 0.3527, top5_acc: 0.5947, loss_cls: 3.0928, loss: 3.0928, grad_norm: 1.6518 2020-10-09 12:40:24,218 - mmaction - INFO - Epoch [171][100/1413] lr: 1.521e-01, eta: 1 day, 10:14:31, time: 1.147, data_time: 0.001, memory: 8482, top1_acc: 0.3507, top5_acc: 0.5885, loss_cls: 3.1284, loss: 3.1284, grad_norm: 1.6316 2020-10-09 12:40:47,194 - mmaction - INFO - Epoch [171][120/1413] lr: 1.521e-01, eta: 1 day, 10:16:02, time: 1.150, data_time: 0.003, memory: 8482, top1_acc: 0.3535, top5_acc: 0.5944, loss_cls: 3.0730, loss: 3.0730, grad_norm: 1.6560 2020-10-09 12:41:10,149 - mmaction - INFO - Epoch [171][140/1413] lr: 1.521e-01, eta: 1 day, 10:17:29, time: 1.148, data_time: 0.001, memory: 8482, top1_acc: 0.3490, top5_acc: 0.5948, loss_cls: 3.0944, loss: 3.0944, grad_norm: 1.6455 2020-10-09 12:41:33,055 - mmaction - INFO - Epoch [171][160/1413] lr: 1.521e-01, eta: 1 day, 10:18:53, time: 1.145, data_time: 0.002, memory: 8482, top1_acc: 0.3424, top5_acc: 0.5891, loss_cls: 3.1212, loss: 3.1212, grad_norm: 1.6524 2020-10-09 12:41:55,942 - mmaction - INFO - Epoch [171][180/1413] lr: 1.521e-01, eta: 1 day, 10:20:15, time: 1.145, data_time: 0.002, memory: 8482, top1_acc: 0.3501, top5_acc: 0.5951, loss_cls: 3.0945, loss: 3.0945, grad_norm: 1.6621 2020-10-09 12:42:18,761 - mmaction - INFO - Epoch [171][200/1413] lr: 1.521e-01, eta: 1 day, 10:21:31, time: 1.139, data_time: 0.002, memory: 8482, top1_acc: 0.3389, top5_acc: 0.5867, loss_cls: 3.1299, loss: 3.1299, grad_norm: 1.6276 2020-10-09 12:42:41,573 - mmaction - INFO - Epoch [171][220/1413] lr: 1.521e-01, eta: 1 day, 10:22:48, time: 1.142, data_time: 0.004, memory: 8482, top1_acc: 0.3548, top5_acc: 0.5941, loss_cls: 3.0709, loss: 3.0709, grad_norm: 1.6609 2020-10-09 12:43:04,486 - mmaction - INFO - Epoch [171][240/1413] lr: 1.521e-01, eta: 1 day, 10:24:08, time: 1.147, data_time: 0.002, memory: 8482, top1_acc: 0.3504, top5_acc: 0.5939, loss_cls: 3.1135, loss: 3.1135, grad_norm: 1.6567 2020-10-09 12:43:27,401 - mmaction - INFO - Epoch [171][260/1413] lr: 1.521e-01, eta: 1 day, 10:25:24, time: 1.145, data_time: 0.001, memory: 8482, top1_acc: 0.3546, top5_acc: 0.5895, loss_cls: 3.0953, loss: 3.0953, grad_norm: 1.6201 2020-10-09 12:43:50,379 - mmaction - INFO - Epoch [171][280/1413] lr: 1.521e-01, eta: 1 day, 10:26:43, time: 1.149, data_time: 0.002, memory: 8482, top1_acc: 0.3484, top5_acc: 0.5935, loss_cls: 3.1022, loss: 3.1022, grad_norm: 1.6552 2020-10-09 12:44:13,239 - mmaction - INFO - Epoch [171][300/1413] lr: 1.521e-01, eta: 1 day, 10:27:56, time: 1.144, data_time: 0.003, memory: 8482, top1_acc: 0.3424, top5_acc: 0.5954, loss_cls: 3.1096, loss: 3.1096, grad_norm: 1.6622 2020-10-09 12:44:36,115 - mmaction - INFO - Epoch [171][320/1413] lr: 1.521e-01, eta: 1 day, 10:29:08, time: 1.143, data_time: 0.001, memory: 8482, top1_acc: 0.3553, top5_acc: 0.5918, loss_cls: 3.0935, loss: 3.0935, grad_norm: 1.6227 2020-10-09 12:44:58,954 - mmaction - INFO - Epoch [171][340/1413] lr: 1.521e-01, eta: 1 day, 10:30:17, time: 1.141, data_time: 0.003, memory: 8482, top1_acc: 0.3505, top5_acc: 0.5951, loss_cls: 3.0820, loss: 3.0820, grad_norm: 1.6216 2020-10-09 12:45:21,832 - mmaction - INFO - Epoch [171][360/1413] lr: 1.521e-01, eta: 1 day, 10:31:27, time: 1.144, data_time: 0.002, memory: 8482, top1_acc: 0.3457, top5_acc: 0.5911, loss_cls: 3.1175, loss: 3.1175, grad_norm: 1.6356 2020-10-09 12:45:44,768 - mmaction - INFO - Epoch [171][380/1413] lr: 1.521e-01, eta: 1 day, 10:32:39, time: 1.148, data_time: 0.002, memory: 8482, top1_acc: 0.3526, top5_acc: 0.5947, loss_cls: 3.0651, loss: 3.0651, grad_norm: 1.6311 2020-10-09 12:46:07,573 - mmaction - INFO - Epoch [171][400/1413] lr: 1.521e-01, eta: 1 day, 10:33:44, time: 1.141, data_time: 0.001, memory: 8482, top1_acc: 0.3586, top5_acc: 0.5957, loss_cls: 3.1072, loss: 3.1072, grad_norm: 1.6594 2020-10-09 12:46:30,488 - mmaction - INFO - Epoch [171][420/1413] lr: 1.521e-01, eta: 1 day, 10:34:51, time: 1.145, data_time: 0.001, memory: 8482, top1_acc: 0.3439, top5_acc: 0.5865, loss_cls: 3.1244, loss: 3.1244, grad_norm: 1.6308 2020-10-09 12:46:53,318 - mmaction - INFO - Epoch [171][440/1413] lr: 1.521e-01, eta: 1 day, 10:35:55, time: 1.142, data_time: 0.002, memory: 8482, top1_acc: 0.3408, top5_acc: 0.5842, loss_cls: 3.1479, loss: 3.1479, grad_norm: 1.6467 2020-10-09 12:47:16,159 - mmaction - INFO - Epoch [171][460/1413] lr: 1.521e-01, eta: 1 day, 10:36:58, time: 1.142, data_time: 0.001, memory: 8482, top1_acc: 0.3391, top5_acc: 0.5854, loss_cls: 3.1429, loss: 3.1429, grad_norm: 1.6374 2020-10-09 12:47:38,927 - mmaction - INFO - Epoch [171][480/1413] lr: 1.521e-01, eta: 1 day, 10:37:57, time: 1.138, data_time: 0.001, memory: 8482, top1_acc: 0.3449, top5_acc: 0.5773, loss_cls: 3.1477, loss: 3.1477, grad_norm: 1.6155 2020-10-09 12:48:01,785 - mmaction - INFO - Epoch [171][500/1413] lr: 1.521e-01, eta: 1 day, 10:38:58, time: 1.142, data_time: 0.002, memory: 8482, top1_acc: 0.3469, top5_acc: 0.5883, loss_cls: 3.1238, loss: 3.1238, grad_norm: 1.6251 2020-10-09 12:48:24,616 - mmaction - INFO - Epoch [171][520/1413] lr: 1.521e-01, eta: 1 day, 10:39:58, time: 1.142, data_time: 0.002, memory: 8482, top1_acc: 0.3507, top5_acc: 0.5941, loss_cls: 3.0894, loss: 3.0894, grad_norm: 1.6365 2020-10-09 12:48:47,550 - mmaction - INFO - Epoch [171][540/1413] lr: 1.521e-01, eta: 1 day, 10:40:59, time: 1.146, data_time: 0.002, memory: 8482, top1_acc: 0.3504, top5_acc: 0.5995, loss_cls: 3.0809, loss: 3.0809, grad_norm: 1.6482 2020-10-09 12:49:10,481 - mmaction - INFO - Epoch [171][560/1413] lr: 1.521e-01, eta: 1 day, 10:42:01, time: 1.147, data_time: 0.002, memory: 8482, top1_acc: 0.3462, top5_acc: 0.5915, loss_cls: 3.0744, loss: 3.0744, grad_norm: 1.6372 2020-10-09 12:49:33,285 - mmaction - INFO - Epoch [171][580/1413] lr: 1.521e-01, eta: 1 day, 10:42:57, time: 1.140, data_time: 0.002, memory: 8482, top1_acc: 0.3428, top5_acc: 0.5982, loss_cls: 3.0926, loss: 3.0926, grad_norm: 1.6392 2020-10-09 12:49:56,212 - mmaction - INFO - Epoch [171][600/1413] lr: 1.521e-01, eta: 1 day, 10:43:56, time: 1.147, data_time: 0.002, memory: 8482, top1_acc: 0.3599, top5_acc: 0.6038, loss_cls: 3.0495, loss: 3.0495, grad_norm: 1.6569 2020-10-09 12:50:19,045 - mmaction - INFO - Epoch [171][620/1413] lr: 1.521e-01, eta: 1 day, 10:44:51, time: 1.142, data_time: 0.001, memory: 8482, top1_acc: 0.3535, top5_acc: 0.5853, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.6411 2020-10-09 12:50:41,895 - mmaction - INFO - Epoch [171][640/1413] lr: 1.521e-01, eta: 1 day, 10:45:45, time: 1.143, data_time: 0.002, memory: 8482, top1_acc: 0.3466, top5_acc: 0.5884, loss_cls: 3.0993, loss: 3.0993, grad_norm: 1.6617 2020-10-09 12:51:04,753 - mmaction - INFO - Epoch [171][660/1413] lr: 1.521e-01, eta: 1 day, 10:46:39, time: 1.143, data_time: 0.001, memory: 8482, top1_acc: 0.3480, top5_acc: 0.5824, loss_cls: 3.1333, loss: 3.1333, grad_norm: 1.6630 2020-10-09 12:51:27,627 - mmaction - INFO - Epoch [171][680/1413] lr: 1.521e-01, eta: 1 day, 10:47:33, time: 1.144, data_time: 0.002, memory: 8482, top1_acc: 0.3495, top5_acc: 0.5922, loss_cls: 3.0970, loss: 3.0970, grad_norm: 1.6580 2020-10-09 12:51:50,436 - mmaction - INFO - Epoch [171][700/1413] lr: 1.521e-01, eta: 1 day, 10:48:23, time: 1.140, data_time: 0.002, memory: 8482, top1_acc: 0.3415, top5_acc: 0.5803, loss_cls: 3.1428, loss: 3.1428, grad_norm: 1.6544 2020-10-09 12:52:13,323 - mmaction - INFO - Epoch [171][720/1413] lr: 1.521e-01, eta: 1 day, 10:49:16, time: 1.145, data_time: 0.003, memory: 8482, top1_acc: 0.3439, top5_acc: 0.5810, loss_cls: 3.1665, loss: 3.1665, grad_norm: 1.6431 2020-10-09 12:52:36,257 - mmaction - INFO - Epoch [171][740/1413] lr: 1.521e-01, eta: 1 day, 10:50:08, time: 1.146, data_time: 0.001, memory: 8482, top1_acc: 0.3451, top5_acc: 0.5906, loss_cls: 3.1066, loss: 3.1066, grad_norm: 1.6551 2020-10-09 12:52:59,187 - mmaction - INFO - Epoch [171][760/1413] lr: 1.521e-01, eta: 1 day, 10:51:00, time: 1.146, data_time: 0.002, memory: 8482, top1_acc: 0.3417, top5_acc: 0.5872, loss_cls: 3.1383, loss: 3.1383, grad_norm: 1.6627 2020-10-09 12:53:22,090 - mmaction - INFO - Epoch [171][780/1413] lr: 1.521e-01, eta: 1 day, 10:51:51, time: 1.146, data_time: 0.002, memory: 8482, top1_acc: 0.3496, top5_acc: 0.5971, loss_cls: 3.0985, loss: 3.0985, grad_norm: 1.6590 2020-10-09 12:53:45,084 - mmaction - INFO - Epoch [171][800/1413] lr: 1.521e-01, eta: 1 day, 10:52:44, time: 1.150, data_time: 0.002, memory: 8482, top1_acc: 0.3479, top5_acc: 0.5926, loss_cls: 3.1177, loss: 3.1177, grad_norm: 1.6539 2020-10-09 12:54:07,999 - mmaction - INFO - Epoch [171][820/1413] lr: 1.521e-01, eta: 1 day, 10:53:32, time: 1.145, data_time: 0.002, memory: 8482, top1_acc: 0.3474, top5_acc: 0.5967, loss_cls: 3.0825, loss: 3.0825, grad_norm: 1.6558 2020-10-09 12:54:30,866 - mmaction - INFO - Epoch [171][840/1413] lr: 1.521e-01, eta: 1 day, 10:54:19, time: 1.143, data_time: 0.002, memory: 8482, top1_acc: 0.3417, top5_acc: 0.5842, loss_cls: 3.1546, loss: 3.1546, grad_norm: 1.6634 2020-10-09 12:54:53,804 - mmaction - INFO - Epoch [171][860/1413] lr: 1.521e-01, eta: 1 day, 10:55:07, time: 1.147, data_time: 0.002, memory: 8482, top1_acc: 0.3517, top5_acc: 0.5898, loss_cls: 3.1292, loss: 3.1292, grad_norm: 1.6583 2020-10-09 12:55:16,674 - mmaction - INFO - Epoch [171][880/1413] lr: 1.521e-01, eta: 1 day, 10:55:53, time: 1.143, data_time: 0.002, memory: 8482, top1_acc: 0.3560, top5_acc: 0.5927, loss_cls: 3.0931, loss: 3.0931, grad_norm: 1.6561 2020-10-09 12:55:39,617 - mmaction - INFO - Epoch [171][900/1413] lr: 1.521e-01, eta: 1 day, 10:56:40, time: 1.148, data_time: 0.003, memory: 8482, top1_acc: 0.3424, top5_acc: 0.5880, loss_cls: 3.1091, loss: 3.1091, grad_norm: 1.6438 2020-10-09 12:56:02,581 - mmaction - INFO - Epoch [171][920/1413] lr: 1.521e-01, eta: 1 day, 10:57:26, time: 1.147, data_time: 0.002, memory: 8482, top1_acc: 0.3507, top5_acc: 0.5931, loss_cls: 3.0981, loss: 3.0981, grad_norm: 1.6344 2020-10-09 12:56:25,425 - mmaction - INFO - Epoch [171][940/1413] lr: 1.521e-01, eta: 1 day, 10:58:09, time: 1.144, data_time: 0.003, memory: 8482, top1_acc: 0.3432, top5_acc: 0.5818, loss_cls: 3.1517, loss: 3.1517, grad_norm: 1.6647 2020-10-09 12:56:48,302 - mmaction - INFO - Epoch [171][960/1413] lr: 1.521e-01, eta: 1 day, 10:58:52, time: 1.143, data_time: 0.002, memory: 8482, top1_acc: 0.3457, top5_acc: 0.5799, loss_cls: 3.1320, loss: 3.1320, grad_norm: 1.6480 2020-10-09 12:57:11,170 - mmaction - INFO - Epoch [171][980/1413] lr: 1.521e-01, eta: 1 day, 10:59:33, time: 1.143, data_time: 0.002, memory: 8482, top1_acc: 0.3521, top5_acc: 0.5871, loss_cls: 3.1115, loss: 3.1115, grad_norm: 1.6478 2020-10-09 12:57:34,010 - mmaction - INFO - Epoch [171][1000/1413] lr: 1.521e-01, eta: 1 day, 11:00:14, time: 1.142, data_time: 0.002, memory: 8482, top1_acc: 0.3490, top5_acc: 0.5865, loss_cls: 3.1201, loss: 3.1201, grad_norm: 1.6324 2020-10-09 12:57:56,847 - mmaction - INFO - Epoch [171][1020/1413] lr: 1.521e-01, eta: 1 day, 11:00:53, time: 1.142, data_time: 0.002, memory: 8482, top1_acc: 0.3435, top5_acc: 0.5846, loss_cls: 3.1222, loss: 3.1222, grad_norm: 1.6596 2020-10-09 12:58:19,761 - mmaction - INFO - Epoch [171][1040/1413] lr: 1.521e-01, eta: 1 day, 11:01:34, time: 1.146, data_time: 0.002, memory: 8482, top1_acc: 0.3466, top5_acc: 0.5913, loss_cls: 3.1276, loss: 3.1276, grad_norm: 1.6447 2020-10-09 12:58:42,608 - mmaction - INFO - Epoch [171][1060/1413] lr: 1.521e-01, eta: 1 day, 11:02:12, time: 1.142, data_time: 0.001, memory: 8482, top1_acc: 0.3458, top5_acc: 0.5893, loss_cls: 3.1430, loss: 3.1430, grad_norm: 1.6418 2020-10-09 12:59:05,517 - mmaction - INFO - Epoch [171][1080/1413] lr: 1.521e-01, eta: 1 day, 11:02:53, time: 1.146, data_time: 0.001, memory: 8482, top1_acc: 0.3474, top5_acc: 0.5842, loss_cls: 3.1344, loss: 3.1344, grad_norm: 1.6483 2020-10-09 12:59:28,414 - mmaction - INFO - Epoch [171][1100/1413] lr: 1.521e-01, eta: 1 day, 11:03:31, time: 1.144, data_time: 0.001, memory: 8482, top1_acc: 0.3475, top5_acc: 0.5915, loss_cls: 3.1142, loss: 3.1142, grad_norm: 1.6264 2020-10-09 12:59:51,165 - mmaction - INFO - Epoch [171][1120/1413] lr: 1.521e-01, eta: 1 day, 11:04:04, time: 1.138, data_time: 0.002, memory: 8482, top1_acc: 0.3418, top5_acc: 0.5846, loss_cls: 3.1270, loss: 3.1270, grad_norm: 1.6329 2020-10-09 13:00:15,031 - mmaction - INFO - Epoch [171][1140/1413] lr: 1.521e-01, eta: 1 day, 11:05:11, time: 1.193, data_time: 0.002, memory: 8482, top1_acc: 0.3499, top5_acc: 0.5975, loss_cls: 3.0850, loss: 3.0850, grad_norm: 1.6383 2020-10-09 13:00:37,959 - mmaction - INFO - Epoch [171][1160/1413] lr: 1.521e-01, eta: 1 day, 11:05:49, time: 1.146, data_time: 0.002, memory: 8482, top1_acc: 0.3449, top5_acc: 0.5839, loss_cls: 3.1275, loss: 3.1275, grad_norm: 1.6591 2020-10-09 13:01:00,922 - mmaction - INFO - Epoch [171][1180/1413] lr: 1.521e-01, eta: 1 day, 11:06:27, time: 1.148, data_time: 0.002, memory: 8482, top1_acc: 0.3591, top5_acc: 0.5937, loss_cls: 3.0627, loss: 3.0627, grad_norm: 1.6450 2020-10-09 13:01:23,844 - mmaction - INFO - Epoch [171][1200/1413] lr: 1.521e-01, eta: 1 day, 11:07:03, time: 1.146, data_time: 0.002, memory: 8482, top1_acc: 0.3405, top5_acc: 0.5796, loss_cls: 3.1491, loss: 3.1491, grad_norm: 1.6297 2020-10-09 13:01:46,793 - mmaction - INFO - Epoch [171][1220/1413] lr: 1.521e-01, eta: 1 day, 11:07:40, time: 1.148, data_time: 0.003, memory: 8482, top1_acc: 0.3553, top5_acc: 0.5973, loss_cls: 3.0669, loss: 3.0669, grad_norm: 1.6426 2020-10-09 13:02:09,716 - mmaction - INFO - Epoch [171][1240/1413] lr: 1.521e-01, eta: 1 day, 11:08:15, time: 1.147, data_time: 0.002, memory: 8482, top1_acc: 0.3384, top5_acc: 0.5741, loss_cls: 3.1720, loss: 3.1720, grad_norm: 1.6480 2020-10-09 13:02:32,515 - mmaction - INFO - Epoch [171][1260/1413] lr: 1.521e-01, eta: 1 day, 11:08:46, time: 1.139, data_time: 0.001, memory: 8482, top1_acc: 0.3491, top5_acc: 0.5921, loss_cls: 3.1109, loss: 3.1109, grad_norm: 1.6424 2020-10-09 13:02:55,353 - mmaction - INFO - Epoch [171][1280/1413] lr: 1.521e-01, eta: 1 day, 11:09:17, time: 1.142, data_time: 0.003, memory: 8482, top1_acc: 0.3453, top5_acc: 0.5880, loss_cls: 3.1558, loss: 3.1558, grad_norm: 1.6390 2020-10-09 13:03:18,328 - mmaction - INFO - Epoch [171][1300/1413] lr: 1.521e-01, eta: 1 day, 11:09:52, time: 1.149, data_time: 0.002, memory: 8482, top1_acc: 0.3497, top5_acc: 0.5928, loss_cls: 3.1055, loss: 3.1055, grad_norm: 1.6631 2020-10-09 13:03:41,193 - mmaction - INFO - Epoch [171][1320/1413] lr: 1.521e-01, eta: 1 day, 11:10:24, time: 1.143, data_time: 0.002, memory: 8482, top1_acc: 0.3382, top5_acc: 0.5786, loss_cls: 3.1525, loss: 3.1525, grad_norm: 1.6704 2020-10-09 13:04:04,038 - mmaction - INFO - Epoch [171][1340/1413] lr: 1.521e-01, eta: 1 day, 11:10:54, time: 1.142, data_time: 0.002, memory: 8482, top1_acc: 0.3454, top5_acc: 0.5854, loss_cls: 3.1283, loss: 3.1283, grad_norm: 1.6339 2020-10-09 13:04:26,919 - mmaction - INFO - Epoch [171][1360/1413] lr: 1.521e-01, eta: 1 day, 11:11:24, time: 1.143, data_time: 0.002, memory: 8482, top1_acc: 0.3426, top5_acc: 0.5865, loss_cls: 3.1295, loss: 3.1295, grad_norm: 1.6453 2020-10-09 13:04:49,886 - mmaction - INFO - Epoch [171][1380/1413] lr: 1.521e-01, eta: 1 day, 11:11:57, time: 1.150, data_time: 0.004, memory: 8482, top1_acc: 0.3540, top5_acc: 0.5938, loss_cls: 3.0687, loss: 3.0687, grad_norm: 1.6293 2020-10-09 13:05:12,745 - mmaction - INFO - Epoch [171][1400/1413] lr: 1.521e-01, eta: 1 day, 11:12:26, time: 1.142, data_time: 0.001, memory: 8482, top1_acc: 0.3480, top5_acc: 0.5945, loss_cls: 3.0988, loss: 3.0988, grad_norm: 1.6374 2020-10-09 13:06:25,430 - mmaction - INFO - Epoch [172][20/1413] lr: 1.489e-01, eta: 1 day, 11:21:58, time: 2.817, data_time: 1.589, memory: 8482, top1_acc: 0.3495, top5_acc: 0.5855, loss_cls: 3.1141, loss: 3.1141, grad_norm: 1.6482 2020-10-09 13:06:44,989 - mmaction - INFO - Epoch [172][40/1413] lr: 1.489e-01, eta: 1 day, 11:20:50, time: 0.978, data_time: 0.002, memory: 8482, top1_acc: 0.3517, top5_acc: 0.5904, loss_cls: 3.0909, loss: 3.0909, grad_norm: 1.6580 2020-10-09 13:07:04,601 - mmaction - INFO - Epoch [172][60/1413] lr: 1.489e-01, eta: 1 day, 11:19:45, time: 0.980, data_time: 0.002, memory: 8482, top1_acc: 0.3546, top5_acc: 0.6031, loss_cls: 3.0571, loss: 3.0571, grad_norm: 1.6358 2020-10-09 13:07:24,377 - mmaction - INFO - Epoch [172][80/1413] lr: 1.489e-01, eta: 1 day, 11:18:45, time: 0.990, data_time: 0.003, memory: 8482, top1_acc: 0.3569, top5_acc: 0.5958, loss_cls: 3.0735, loss: 3.0735, grad_norm: 1.6644 2020-10-09 13:07:44,078 - mmaction - INFO - Epoch [172][100/1413] lr: 1.489e-01, eta: 1 day, 11:17:42, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.3475, top5_acc: 0.5927, loss_cls: 3.1232, loss: 3.1232, grad_norm: 1.7001 2020-10-09 13:08:03,724 - mmaction - INFO - Epoch [172][120/1413] lr: 1.489e-01, eta: 1 day, 11:16:40, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3478, top5_acc: 0.5944, loss_cls: 3.0780, loss: 3.0780, grad_norm: 1.6567 2020-10-09 13:08:23,437 - mmaction - INFO - Epoch [172][140/1413] lr: 1.489e-01, eta: 1 day, 11:15:38, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.3583, top5_acc: 0.6035, loss_cls: 3.0496, loss: 3.0496, grad_norm: 1.6633 2020-10-09 13:08:43,083 - mmaction - INFO - Epoch [172][160/1413] lr: 1.489e-01, eta: 1 day, 11:14:35, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3510, top5_acc: 0.6021, loss_cls: 3.0756, loss: 3.0756, grad_norm: 1.6376 2020-10-09 13:09:02,824 - mmaction - INFO - Epoch [172][180/1413] lr: 1.489e-01, eta: 1 day, 11:13:36, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3569, top5_acc: 0.5924, loss_cls: 3.0768, loss: 3.0768, grad_norm: 1.6343 2020-10-09 13:09:22,520 - mmaction - INFO - Epoch [172][200/1413] lr: 1.489e-01, eta: 1 day, 11:12:35, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3418, top5_acc: 0.5924, loss_cls: 3.1197, loss: 3.1197, grad_norm: 1.6952 2020-10-09 13:09:42,226 - mmaction - INFO - Epoch [172][220/1413] lr: 1.489e-01, eta: 1 day, 11:11:35, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3474, top5_acc: 0.5940, loss_cls: 3.0723, loss: 3.0723, grad_norm: 1.6780 2020-10-09 13:10:01,962 - mmaction - INFO - Epoch [172][240/1413] lr: 1.489e-01, eta: 1 day, 11:10:36, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3551, top5_acc: 0.5806, loss_cls: 3.1046, loss: 3.1046, grad_norm: 1.6263 2020-10-09 13:10:21,793 - mmaction - INFO - Epoch [172][260/1413] lr: 1.489e-01, eta: 1 day, 11:09:41, time: 0.992, data_time: 0.004, memory: 8482, top1_acc: 0.3573, top5_acc: 0.5906, loss_cls: 3.0939, loss: 3.0939, grad_norm: 1.6693 2020-10-09 13:10:41,471 - mmaction - INFO - Epoch [172][280/1413] lr: 1.489e-01, eta: 1 day, 11:08:42, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3530, top5_acc: 0.5957, loss_cls: 3.0619, loss: 3.0619, grad_norm: 1.7019 2020-10-09 13:11:01,248 - mmaction - INFO - Epoch [172][300/1413] lr: 1.489e-01, eta: 1 day, 11:07:45, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.3469, top5_acc: 0.5932, loss_cls: 3.1063, loss: 3.1063, grad_norm: 1.6748 2020-10-09 13:11:20,992 - mmaction - INFO - Epoch [172][320/1413] lr: 1.489e-01, eta: 1 day, 11:06:48, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3538, top5_acc: 0.5984, loss_cls: 3.0855, loss: 3.0855, grad_norm: 1.6696 2020-10-09 13:11:40,707 - mmaction - INFO - Epoch [172][340/1413] lr: 1.489e-01, eta: 1 day, 11:05:51, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.3538, top5_acc: 0.5931, loss_cls: 3.1067, loss: 3.1067, grad_norm: 1.6730 2020-10-09 13:12:00,440 - mmaction - INFO - Epoch [172][360/1413] lr: 1.489e-01, eta: 1 day, 11:04:54, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.3513, top5_acc: 0.5932, loss_cls: 3.1005, loss: 3.1005, grad_norm: 1.6577 2020-10-09 13:12:20,230 - mmaction - INFO - Epoch [172][380/1413] lr: 1.489e-01, eta: 1 day, 11:03:59, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3533, top5_acc: 0.5995, loss_cls: 3.0646, loss: 3.0646, grad_norm: 1.6671 2020-10-09 13:12:39,925 - mmaction - INFO - Epoch [172][400/1413] lr: 1.489e-01, eta: 1 day, 11:03:02, time: 0.986, data_time: 0.004, memory: 8482, top1_acc: 0.3544, top5_acc: 0.5951, loss_cls: 3.0788, loss: 3.0788, grad_norm: 1.6392 2020-10-09 13:12:59,669 - mmaction - INFO - Epoch [172][420/1413] lr: 1.489e-01, eta: 1 day, 11:02:07, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3535, top5_acc: 0.5871, loss_cls: 3.1008, loss: 3.1008, grad_norm: 1.6523 2020-10-09 13:13:19,349 - mmaction - INFO - Epoch [172][440/1413] lr: 1.489e-01, eta: 1 day, 11:01:10, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.3536, top5_acc: 0.5845, loss_cls: 3.1103, loss: 3.1103, grad_norm: 1.6653 2020-10-09 13:13:39,117 - mmaction - INFO - Epoch [172][460/1413] lr: 1.489e-01, eta: 1 day, 11:00:16, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3441, top5_acc: 0.5854, loss_cls: 3.1227, loss: 3.1227, grad_norm: 1.6406 2020-10-09 13:13:58,910 - mmaction - INFO - Epoch [172][480/1413] lr: 1.489e-01, eta: 1 day, 10:59:22, time: 0.989, data_time: 0.001, memory: 8482, top1_acc: 0.3607, top5_acc: 0.5949, loss_cls: 3.0662, loss: 3.0662, grad_norm: 1.6625 2020-10-09 13:14:18,618 - mmaction - INFO - Epoch [172][500/1413] lr: 1.489e-01, eta: 1 day, 10:58:27, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3443, top5_acc: 0.5844, loss_cls: 3.1152, loss: 3.1152, grad_norm: 1.6722 2020-10-09 13:14:38,338 - mmaction - INFO - Epoch [172][520/1413] lr: 1.489e-01, eta: 1 day, 10:57:32, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3490, top5_acc: 0.5858, loss_cls: 3.1282, loss: 3.1282, grad_norm: 1.6902 2020-10-09 13:14:58,090 - mmaction - INFO - Epoch [172][540/1413] lr: 1.489e-01, eta: 1 day, 10:56:39, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3529, top5_acc: 0.5868, loss_cls: 3.1075, loss: 3.1075, grad_norm: 1.6559 2020-10-09 13:15:17,818 - mmaction - INFO - Epoch [172][560/1413] lr: 1.489e-01, eta: 1 day, 10:55:45, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3507, top5_acc: 0.5962, loss_cls: 3.0725, loss: 3.0725, grad_norm: 1.6415 2020-10-09 13:15:37,567 - mmaction - INFO - Epoch [172][580/1413] lr: 1.489e-01, eta: 1 day, 10:54:52, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3510, top5_acc: 0.5858, loss_cls: 3.1121, loss: 3.1121, grad_norm: 1.6641 2020-10-09 13:15:57,218 - mmaction - INFO - Epoch [172][600/1413] lr: 1.489e-01, eta: 1 day, 10:53:57, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3492, top5_acc: 0.5908, loss_cls: 3.1137, loss: 3.1137, grad_norm: 1.6692 2020-10-09 13:16:16,914 - mmaction - INFO - Epoch [172][620/1413] lr: 1.489e-01, eta: 1 day, 10:53:03, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3544, top5_acc: 0.5991, loss_cls: 3.0721, loss: 3.0721, grad_norm: 1.6600 2020-10-09 13:16:36,708 - mmaction - INFO - Epoch [172][640/1413] lr: 1.489e-01, eta: 1 day, 10:52:12, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.3417, top5_acc: 0.5901, loss_cls: 3.1131, loss: 3.1131, grad_norm: 1.6792 2020-10-09 13:16:56,478 - mmaction - INFO - Epoch [172][660/1413] lr: 1.489e-01, eta: 1 day, 10:51:21, time: 0.989, data_time: 0.003, memory: 8482, top1_acc: 0.3470, top5_acc: 0.5829, loss_cls: 3.1365, loss: 3.1365, grad_norm: 1.6658 2020-10-09 13:17:16,140 - mmaction - INFO - Epoch [172][680/1413] lr: 1.489e-01, eta: 1 day, 10:50:27, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3424, top5_acc: 0.5829, loss_cls: 3.1342, loss: 3.1342, grad_norm: 1.6660 2020-10-09 13:17:35,852 - mmaction - INFO - Epoch [172][700/1413] lr: 1.489e-01, eta: 1 day, 10:49:35, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3449, top5_acc: 0.5893, loss_cls: 3.1013, loss: 3.1013, grad_norm: 1.6745 2020-10-09 13:17:55,574 - mmaction - INFO - Epoch [172][720/1413] lr: 1.489e-01, eta: 1 day, 10:48:43, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3499, top5_acc: 0.5758, loss_cls: 3.1326, loss: 3.1326, grad_norm: 1.6601 2020-10-09 13:18:15,283 - mmaction - INFO - Epoch [172][740/1413] lr: 1.489e-01, eta: 1 day, 10:47:51, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3419, top5_acc: 0.5914, loss_cls: 3.1274, loss: 3.1274, grad_norm: 1.6832 2020-10-09 13:18:34,926 - mmaction - INFO - Epoch [172][760/1413] lr: 1.489e-01, eta: 1 day, 10:46:58, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3458, top5_acc: 0.5904, loss_cls: 3.1271, loss: 3.1271, grad_norm: 1.6662 2020-10-09 13:18:54,668 - mmaction - INFO - Epoch [172][780/1413] lr: 1.489e-01, eta: 1 day, 10:46:08, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3547, top5_acc: 0.5882, loss_cls: 3.1141, loss: 3.1141, grad_norm: 1.6317 2020-10-09 13:19:14,384 - mmaction - INFO - Epoch [172][800/1413] lr: 1.489e-01, eta: 1 day, 10:45:17, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.3518, top5_acc: 0.5913, loss_cls: 3.0960, loss: 3.0960, grad_norm: 1.6840 2020-10-09 13:19:34,112 - mmaction - INFO - Epoch [172][820/1413] lr: 1.489e-01, eta: 1 day, 10:44:26, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3551, top5_acc: 0.5954, loss_cls: 3.0715, loss: 3.0715, grad_norm: 1.6468 2020-10-09 13:19:53,846 - mmaction - INFO - Epoch [172][840/1413] lr: 1.489e-01, eta: 1 day, 10:43:37, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3487, top5_acc: 0.5962, loss_cls: 3.0670, loss: 3.0670, grad_norm: 1.6690 2020-10-09 13:20:13,592 - mmaction - INFO - Epoch [172][860/1413] lr: 1.489e-01, eta: 1 day, 10:42:46, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.3492, top5_acc: 0.5947, loss_cls: 3.0796, loss: 3.0796, grad_norm: 1.6580 2020-10-09 13:20:33,285 - mmaction - INFO - Epoch [172][880/1413] lr: 1.489e-01, eta: 1 day, 10:41:57, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3441, top5_acc: 0.5836, loss_cls: 3.1179, loss: 3.1179, grad_norm: 1.6742 2020-10-09 13:20:53,048 - mmaction - INFO - Epoch [172][900/1413] lr: 1.489e-01, eta: 1 day, 10:41:08, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3440, top5_acc: 0.5888, loss_cls: 3.1151, loss: 3.1151, grad_norm: 1.6648 2020-10-09 13:21:12,736 - mmaction - INFO - Epoch [172][920/1413] lr: 1.489e-01, eta: 1 day, 10:40:17, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3443, top5_acc: 0.5844, loss_cls: 3.1300, loss: 3.1300, grad_norm: 1.6578 2020-10-09 13:21:32,372 - mmaction - INFO - Epoch [172][940/1413] lr: 1.489e-01, eta: 1 day, 10:39:26, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3482, top5_acc: 0.5914, loss_cls: 3.1272, loss: 3.1272, grad_norm: 1.6634 2020-10-09 13:21:52,083 - mmaction - INFO - Epoch [172][960/1413] lr: 1.489e-01, eta: 1 day, 10:38:37, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3504, top5_acc: 0.5865, loss_cls: 3.1178, loss: 3.1178, grad_norm: 1.6339 2020-10-09 13:22:11,862 - mmaction - INFO - Epoch [172][980/1413] lr: 1.489e-01, eta: 1 day, 10:37:50, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.3441, top5_acc: 0.5836, loss_cls: 3.1543, loss: 3.1543, grad_norm: 1.6525 2020-10-09 13:22:31,583 - mmaction - INFO - Epoch [172][1000/1413] lr: 1.489e-01, eta: 1 day, 10:37:02, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3509, top5_acc: 0.5914, loss_cls: 3.0829, loss: 3.0829, grad_norm: 1.6403 2020-10-09 13:22:51,389 - mmaction - INFO - Epoch [172][1020/1413] lr: 1.489e-01, eta: 1 day, 10:36:15, time: 0.991, data_time: 0.003, memory: 8482, top1_acc: 0.3411, top5_acc: 0.5921, loss_cls: 3.1223, loss: 3.1223, grad_norm: 1.7010 2020-10-09 13:23:11,066 - mmaction - INFO - Epoch [172][1040/1413] lr: 1.489e-01, eta: 1 day, 10:35:27, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3488, top5_acc: 0.5936, loss_cls: 3.1119, loss: 3.1119, grad_norm: 1.6998 2020-10-09 13:23:30,789 - mmaction - INFO - Epoch [172][1060/1413] lr: 1.489e-01, eta: 1 day, 10:34:39, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3507, top5_acc: 0.5897, loss_cls: 3.1013, loss: 3.1013, grad_norm: 1.6499 2020-10-09 13:23:50,595 - mmaction - INFO - Epoch [172][1080/1413] lr: 1.489e-01, eta: 1 day, 10:33:52, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3490, top5_acc: 0.5884, loss_cls: 3.1009, loss: 3.1009, grad_norm: 1.6371 2020-10-09 13:24:10,291 - mmaction - INFO - Epoch [172][1100/1413] lr: 1.489e-01, eta: 1 day, 10:33:05, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3444, top5_acc: 0.5918, loss_cls: 3.0956, loss: 3.0956, grad_norm: 1.6589 2020-10-09 13:24:30,026 - mmaction - INFO - Epoch [172][1120/1413] lr: 1.489e-01, eta: 1 day, 10:32:18, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.3536, top5_acc: 0.5896, loss_cls: 3.1042, loss: 3.1042, grad_norm: 1.6607 2020-10-09 13:24:49,693 - mmaction - INFO - Epoch [172][1140/1413] lr: 1.489e-01, eta: 1 day, 10:31:30, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3507, top5_acc: 0.5951, loss_cls: 3.0808, loss: 3.0808, grad_norm: 1.6687 2020-10-09 13:25:09,450 - mmaction - INFO - Epoch [172][1160/1413] lr: 1.489e-01, eta: 1 day, 10:30:44, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.3475, top5_acc: 0.5935, loss_cls: 3.1264, loss: 3.1264, grad_norm: 1.6708 2020-10-09 13:25:29,206 - mmaction - INFO - Epoch [172][1180/1413] lr: 1.489e-01, eta: 1 day, 10:29:59, time: 0.989, data_time: 0.003, memory: 8482, top1_acc: 0.3434, top5_acc: 0.5818, loss_cls: 3.1518, loss: 3.1518, grad_norm: 1.6642 2020-10-09 13:25:48,933 - mmaction - INFO - Epoch [172][1200/1413] lr: 1.489e-01, eta: 1 day, 10:29:12, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.3530, top5_acc: 0.5845, loss_cls: 3.1053, loss: 3.1053, grad_norm: 1.6499 2020-10-09 13:26:08,614 - mmaction - INFO - Epoch [172][1220/1413] lr: 1.489e-01, eta: 1 day, 10:28:25, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3492, top5_acc: 0.5930, loss_cls: 3.0968, loss: 3.0968, grad_norm: 1.6489 2020-10-09 13:26:28,343 - mmaction - INFO - Epoch [172][1240/1413] lr: 1.489e-01, eta: 1 day, 10:27:39, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3469, top5_acc: 0.5865, loss_cls: 3.1120, loss: 3.1120, grad_norm: 1.6557 2020-10-09 13:26:48,019 - mmaction - INFO - Epoch [172][1260/1413] lr: 1.489e-01, eta: 1 day, 10:26:52, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3427, top5_acc: 0.5957, loss_cls: 3.1130, loss: 3.1130, grad_norm: 1.6609 2020-10-09 13:27:07,652 - mmaction - INFO - Epoch [172][1280/1413] lr: 1.489e-01, eta: 1 day, 10:26:05, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3569, top5_acc: 0.5928, loss_cls: 3.0765, loss: 3.0765, grad_norm: 1.6708 2020-10-09 13:27:27,354 - mmaction - INFO - Epoch [172][1300/1413] lr: 1.489e-01, eta: 1 day, 10:25:18, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3514, top5_acc: 0.5910, loss_cls: 3.0864, loss: 3.0864, grad_norm: 1.6495 2020-10-09 13:27:47,024 - mmaction - INFO - Epoch [172][1320/1413] lr: 1.489e-01, eta: 1 day, 10:24:33, time: 0.985, data_time: 0.004, memory: 8482, top1_acc: 0.3404, top5_acc: 0.5823, loss_cls: 3.1339, loss: 3.1339, grad_norm: 1.6701 2020-10-09 13:28:06,737 - mmaction - INFO - Epoch [172][1340/1413] lr: 1.489e-01, eta: 1 day, 10:23:47, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.3535, top5_acc: 0.5928, loss_cls: 3.0652, loss: 3.0652, grad_norm: 1.6673 2020-10-09 13:28:26,458 - mmaction - INFO - Epoch [172][1360/1413] lr: 1.489e-01, eta: 1 day, 10:23:02, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3382, top5_acc: 0.5809, loss_cls: 3.1644, loss: 3.1644, grad_norm: 1.6780 2020-10-09 13:28:46,142 - mmaction - INFO - Epoch [172][1380/1413] lr: 1.489e-01, eta: 1 day, 10:22:17, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3432, top5_acc: 0.5865, loss_cls: 3.1268, loss: 3.1268, grad_norm: 1.6590 2020-10-09 13:29:05,832 - mmaction - INFO - Epoch [172][1400/1413] lr: 1.489e-01, eta: 1 day, 10:21:32, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.3556, top5_acc: 0.5969, loss_cls: 3.1013, loss: 3.1013, grad_norm: 1.6558 2020-10-09 13:30:09,337 - mmaction - INFO - Epoch [173][20/1413] lr: 1.458e-01, eta: 1 day, 10:26:34, time: 2.523, data_time: 1.478, memory: 8482, top1_acc: 0.3491, top5_acc: 0.5871, loss_cls: 3.1054, loss: 3.1054, grad_norm: 1.6600 2020-10-09 13:30:29,038 - mmaction - INFO - Epoch [173][40/1413] lr: 1.458e-01, eta: 1 day, 10:25:47, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3556, top5_acc: 0.5995, loss_cls: 3.0512, loss: 3.0512, grad_norm: 1.6604 2020-10-09 13:30:48,731 - mmaction - INFO - Epoch [173][60/1413] lr: 1.458e-01, eta: 1 day, 10:25:01, time: 0.986, data_time: 0.004, memory: 8482, top1_acc: 0.3691, top5_acc: 0.6090, loss_cls: 3.0101, loss: 3.0101, grad_norm: 1.6650 2020-10-09 13:31:08,450 - mmaction - INFO - Epoch [173][80/1413] lr: 1.458e-01, eta: 1 day, 10:24:17, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3536, top5_acc: 0.5924, loss_cls: 3.0729, loss: 3.0729, grad_norm: 1.6659 2020-10-09 13:31:28,184 - mmaction - INFO - Epoch [173][100/1413] lr: 1.458e-01, eta: 1 day, 10:23:32, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.3411, top5_acc: 0.5923, loss_cls: 3.0987, loss: 3.0987, grad_norm: 1.7009 2020-10-09 13:31:47,947 - mmaction - INFO - Epoch [173][120/1413] lr: 1.458e-01, eta: 1 day, 10:22:48, time: 0.989, data_time: 0.003, memory: 8482, top1_acc: 0.3432, top5_acc: 0.5892, loss_cls: 3.1054, loss: 3.1054, grad_norm: 1.6816 2020-10-09 13:32:07,648 - mmaction - INFO - Epoch [173][140/1413] lr: 1.458e-01, eta: 1 day, 10:22:03, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3474, top5_acc: 0.5961, loss_cls: 3.0946, loss: 3.0946, grad_norm: 1.6817 2020-10-09 13:32:27,308 - mmaction - INFO - Epoch [173][160/1413] lr: 1.458e-01, eta: 1 day, 10:21:17, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3509, top5_acc: 0.5900, loss_cls: 3.0853, loss: 3.0853, grad_norm: 1.6808 2020-10-09 13:32:47,025 - mmaction - INFO - Epoch [173][180/1413] lr: 1.458e-01, eta: 1 day, 10:20:33, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3547, top5_acc: 0.6000, loss_cls: 3.0596, loss: 3.0596, grad_norm: 1.6384 2020-10-09 13:33:06,769 - mmaction - INFO - Epoch [173][200/1413] lr: 1.458e-01, eta: 1 day, 10:19:49, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.3612, top5_acc: 0.6035, loss_cls: 3.0242, loss: 3.0242, grad_norm: 1.6529 2020-10-09 13:33:26,472 - mmaction - INFO - Epoch [173][220/1413] lr: 1.458e-01, eta: 1 day, 10:19:05, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3526, top5_acc: 0.6009, loss_cls: 3.0728, loss: 3.0728, grad_norm: 1.6844 2020-10-09 13:33:46,227 - mmaction - INFO - Epoch [173][240/1413] lr: 1.458e-01, eta: 1 day, 10:18:22, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.3523, top5_acc: 0.5918, loss_cls: 3.0879, loss: 3.0879, grad_norm: 1.6700 2020-10-09 13:34:05,953 - mmaction - INFO - Epoch [173][260/1413] lr: 1.458e-01, eta: 1 day, 10:17:38, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3530, top5_acc: 0.5893, loss_cls: 3.0884, loss: 3.0884, grad_norm: 1.6753 2020-10-09 13:34:25,679 - mmaction - INFO - Epoch [173][280/1413] lr: 1.458e-01, eta: 1 day, 10:16:56, time: 0.988, data_time: 0.004, memory: 8482, top1_acc: 0.3512, top5_acc: 0.5896, loss_cls: 3.0933, loss: 3.0933, grad_norm: 1.6679 2020-10-09 13:34:45,381 - mmaction - INFO - Epoch [173][300/1413] lr: 1.458e-01, eta: 1 day, 10:16:12, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3547, top5_acc: 0.5977, loss_cls: 3.0567, loss: 3.0567, grad_norm: 1.6880 2020-10-09 13:35:05,203 - mmaction - INFO - Epoch [173][320/1413] lr: 1.458e-01, eta: 1 day, 10:15:31, time: 0.989, data_time: 0.001, memory: 8482, top1_acc: 0.3566, top5_acc: 0.5934, loss_cls: 3.0719, loss: 3.0719, grad_norm: 1.6905 2020-10-09 13:35:24,974 - mmaction - INFO - Epoch [173][340/1413] lr: 1.458e-01, eta: 1 day, 10:14:49, time: 0.990, data_time: 0.004, memory: 8482, top1_acc: 0.3534, top5_acc: 0.5987, loss_cls: 3.0575, loss: 3.0575, grad_norm: 1.6938 2020-10-09 13:35:44,703 - mmaction - INFO - Epoch [173][360/1413] lr: 1.458e-01, eta: 1 day, 10:14:07, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3503, top5_acc: 0.5888, loss_cls: 3.0950, loss: 3.0950, grad_norm: 1.6886 2020-10-09 13:36:04,462 - mmaction - INFO - Epoch [173][380/1413] lr: 1.458e-01, eta: 1 day, 10:13:25, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.3520, top5_acc: 0.5951, loss_cls: 3.0995, loss: 3.0995, grad_norm: 1.6641 2020-10-09 13:36:24,248 - mmaction - INFO - Epoch [173][400/1413] lr: 1.458e-01, eta: 1 day, 10:12:43, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3445, top5_acc: 0.5833, loss_cls: 3.1553, loss: 3.1553, grad_norm: 1.6557 2020-10-09 13:36:43,934 - mmaction - INFO - Epoch [173][420/1413] lr: 1.458e-01, eta: 1 day, 10:12:00, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3482, top5_acc: 0.5875, loss_cls: 3.1067, loss: 3.1067, grad_norm: 1.6616 2020-10-09 13:37:03,685 - mmaction - INFO - Epoch [173][440/1413] lr: 1.458e-01, eta: 1 day, 10:11:19, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3583, top5_acc: 0.6039, loss_cls: 3.0367, loss: 3.0367, grad_norm: 1.6631 2020-10-09 13:37:23,426 - mmaction - INFO - Epoch [173][460/1413] lr: 1.458e-01, eta: 1 day, 10:10:38, time: 0.989, data_time: 0.003, memory: 8482, top1_acc: 0.3447, top5_acc: 0.5889, loss_cls: 3.0936, loss: 3.0936, grad_norm: 1.6646 2020-10-09 13:37:43,158 - mmaction - INFO - Epoch [173][480/1413] lr: 1.458e-01, eta: 1 day, 10:09:55, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3484, top5_acc: 0.5951, loss_cls: 3.0736, loss: 3.0736, grad_norm: 1.6897 2020-10-09 13:38:02,882 - mmaction - INFO - Epoch [173][500/1413] lr: 1.458e-01, eta: 1 day, 10:09:14, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.3539, top5_acc: 0.5905, loss_cls: 3.1126, loss: 3.1126, grad_norm: 1.6906 2020-10-09 13:38:22,589 - mmaction - INFO - Epoch [173][520/1413] lr: 1.458e-01, eta: 1 day, 10:08:32, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3477, top5_acc: 0.5798, loss_cls: 3.1430, loss: 3.1430, grad_norm: 1.6731 2020-10-09 13:38:42,352 - mmaction - INFO - Epoch [173][540/1413] lr: 1.458e-01, eta: 1 day, 10:07:51, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.3491, top5_acc: 0.5952, loss_cls: 3.0991, loss: 3.0991, grad_norm: 1.6804 2020-10-09 13:39:02,132 - mmaction - INFO - Epoch [173][560/1413] lr: 1.458e-01, eta: 1 day, 10:07:11, time: 0.990, data_time: 0.004, memory: 8482, top1_acc: 0.3574, top5_acc: 0.5941, loss_cls: 3.0830, loss: 3.0830, grad_norm: 1.6717 2020-10-09 13:39:21,788 - mmaction - INFO - Epoch [173][580/1413] lr: 1.458e-01, eta: 1 day, 10:06:29, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3488, top5_acc: 0.5874, loss_cls: 3.1006, loss: 3.1006, grad_norm: 1.6545 2020-10-09 13:39:41,629 - mmaction - INFO - Epoch [173][600/1413] lr: 1.458e-01, eta: 1 day, 10:05:50, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.3464, top5_acc: 0.5910, loss_cls: 3.0872, loss: 3.0872, grad_norm: 1.6545 2020-10-09 13:40:01,347 - mmaction - INFO - Epoch [173][620/1413] lr: 1.458e-01, eta: 1 day, 10:05:09, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.3504, top5_acc: 0.5926, loss_cls: 3.0980, loss: 3.0980, grad_norm: 1.6756 2020-10-09 13:40:21,020 - mmaction - INFO - Epoch [173][640/1413] lr: 1.458e-01, eta: 1 day, 10:04:28, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3555, top5_acc: 0.5944, loss_cls: 3.0666, loss: 3.0666, grad_norm: 1.6962 2020-10-09 13:40:40,707 - mmaction - INFO - Epoch [173][660/1413] lr: 1.458e-01, eta: 1 day, 10:03:46, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3447, top5_acc: 0.5799, loss_cls: 3.1552, loss: 3.1552, grad_norm: 1.6855 2020-10-09 13:41:00,447 - mmaction - INFO - Epoch [173][680/1413] lr: 1.458e-01, eta: 1 day, 10:03:06, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3490, top5_acc: 0.5993, loss_cls: 3.0870, loss: 3.0870, grad_norm: 1.6610 2020-10-09 13:41:20,231 - mmaction - INFO - Epoch [173][700/1413] lr: 1.458e-01, eta: 1 day, 10:02:27, time: 0.991, data_time: 0.003, memory: 8482, top1_acc: 0.3466, top5_acc: 0.5875, loss_cls: 3.1090, loss: 3.1090, grad_norm: 1.6916 2020-10-09 13:41:39,965 - mmaction - INFO - Epoch [173][720/1413] lr: 1.458e-01, eta: 1 day, 10:01:47, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3440, top5_acc: 0.5848, loss_cls: 3.1393, loss: 3.1393, grad_norm: 1.6842 2020-10-09 13:41:59,719 - mmaction - INFO - Epoch [173][740/1413] lr: 1.458e-01, eta: 1 day, 10:01:07, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.3486, top5_acc: 0.5858, loss_cls: 3.1177, loss: 3.1177, grad_norm: 1.6746 2020-10-09 13:42:19,410 - mmaction - INFO - Epoch [173][760/1413] lr: 1.458e-01, eta: 1 day, 10:00:26, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3568, top5_acc: 0.5993, loss_cls: 3.0602, loss: 3.0602, grad_norm: 1.6682 2020-10-09 13:42:39,170 - mmaction - INFO - Epoch [173][780/1413] lr: 1.458e-01, eta: 1 day, 9:59:48, time: 0.990, data_time: 0.003, memory: 8482, top1_acc: 0.3493, top5_acc: 0.5977, loss_cls: 3.0931, loss: 3.0931, grad_norm: 1.6830 2020-10-09 13:42:58,899 - mmaction - INFO - Epoch [173][800/1413] lr: 1.458e-01, eta: 1 day, 9:59:08, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.3535, top5_acc: 0.5921, loss_cls: 3.0904, loss: 3.0904, grad_norm: 1.6696 2020-10-09 13:43:18,586 - mmaction - INFO - Epoch [173][820/1413] lr: 1.458e-01, eta: 1 day, 9:58:28, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3500, top5_acc: 0.5941, loss_cls: 3.0994, loss: 3.0994, grad_norm: 1.6434 2020-10-09 13:43:38,291 - mmaction - INFO - Epoch [173][840/1413] lr: 1.458e-01, eta: 1 day, 9:57:48, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3513, top5_acc: 0.5999, loss_cls: 3.0496, loss: 3.0496, grad_norm: 1.6625 2020-10-09 13:43:57,920 - mmaction - INFO - Epoch [173][860/1413] lr: 1.458e-01, eta: 1 day, 9:57:07, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3553, top5_acc: 0.5956, loss_cls: 3.0713, loss: 3.0713, grad_norm: 1.6699 2020-10-09 13:44:17,625 - mmaction - INFO - Epoch [173][880/1413] lr: 1.458e-01, eta: 1 day, 9:56:28, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3454, top5_acc: 0.5854, loss_cls: 3.1285, loss: 3.1285, grad_norm: 1.6708 2020-10-09 13:44:37,335 - mmaction - INFO - Epoch [173][900/1413] lr: 1.458e-01, eta: 1 day, 9:55:48, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3509, top5_acc: 0.5945, loss_cls: 3.0756, loss: 3.0756, grad_norm: 1.6838 2020-10-09 13:44:57,095 - mmaction - INFO - Epoch [173][920/1413] lr: 1.458e-01, eta: 1 day, 9:55:09, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3483, top5_acc: 0.5827, loss_cls: 3.1310, loss: 3.1310, grad_norm: 1.6645 2020-10-09 13:45:16,772 - mmaction - INFO - Epoch [173][940/1413] lr: 1.458e-01, eta: 1 day, 9:54:30, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3565, top5_acc: 0.5952, loss_cls: 3.0830, loss: 3.0830, grad_norm: 1.6946 2020-10-09 13:45:36,450 - mmaction - INFO - Epoch [173][960/1413] lr: 1.458e-01, eta: 1 day, 9:53:51, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3549, top5_acc: 0.5883, loss_cls: 3.1063, loss: 3.1063, grad_norm: 1.6878 2020-10-09 13:45:56,107 - mmaction - INFO - Epoch [173][980/1413] lr: 1.458e-01, eta: 1 day, 9:53:11, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3427, top5_acc: 0.5884, loss_cls: 3.1502, loss: 3.1502, grad_norm: 1.6799 2020-10-09 13:46:15,799 - mmaction - INFO - Epoch [173][1000/1413] lr: 1.458e-01, eta: 1 day, 9:52:32, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3423, top5_acc: 0.5861, loss_cls: 3.1349, loss: 3.1349, grad_norm: 1.6754 2020-10-09 13:46:35,483 - mmaction - INFO - Epoch [173][1020/1413] lr: 1.458e-01, eta: 1 day, 9:51:53, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.3521, top5_acc: 0.5939, loss_cls: 3.0736, loss: 3.0736, grad_norm: 1.6531 2020-10-09 13:46:55,189 - mmaction - INFO - Epoch [173][1040/1413] lr: 1.458e-01, eta: 1 day, 9:51:15, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3513, top5_acc: 0.5999, loss_cls: 3.0910, loss: 3.0910, grad_norm: 1.6585 2020-10-09 13:47:14,943 - mmaction - INFO - Epoch [173][1060/1413] lr: 1.458e-01, eta: 1 day, 9:50:37, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.3534, top5_acc: 0.5829, loss_cls: 3.1172, loss: 3.1172, grad_norm: 1.6809 2020-10-09 13:47:34,679 - mmaction - INFO - Epoch [173][1080/1413] lr: 1.458e-01, eta: 1 day, 9:49:59, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3423, top5_acc: 0.5794, loss_cls: 3.1429, loss: 3.1429, grad_norm: 1.6719 2020-10-09 13:47:54,345 - mmaction - INFO - Epoch [173][1100/1413] lr: 1.458e-01, eta: 1 day, 9:49:20, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3604, top5_acc: 0.5928, loss_cls: 3.0732, loss: 3.0732, grad_norm: 1.6401 2020-10-09 13:48:14,014 - mmaction - INFO - Epoch [173][1120/1413] lr: 1.458e-01, eta: 1 day, 9:48:41, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3542, top5_acc: 0.5986, loss_cls: 3.0946, loss: 3.0946, grad_norm: 1.6686 2020-10-09 13:48:33,672 - mmaction - INFO - Epoch [173][1140/1413] lr: 1.458e-01, eta: 1 day, 9:48:02, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3503, top5_acc: 0.5961, loss_cls: 3.0693, loss: 3.0693, grad_norm: 1.6796 2020-10-09 13:48:53,382 - mmaction - INFO - Epoch [173][1160/1413] lr: 1.458e-01, eta: 1 day, 9:47:24, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3549, top5_acc: 0.6016, loss_cls: 3.0802, loss: 3.0802, grad_norm: 1.6764 2020-10-09 13:49:13,011 - mmaction - INFO - Epoch [173][1180/1413] lr: 1.458e-01, eta: 1 day, 9:46:45, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3426, top5_acc: 0.5924, loss_cls: 3.0961, loss: 3.0961, grad_norm: 1.6539 2020-10-09 13:49:32,724 - mmaction - INFO - Epoch [173][1200/1413] lr: 1.458e-01, eta: 1 day, 9:46:07, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3464, top5_acc: 0.5853, loss_cls: 3.1316, loss: 3.1316, grad_norm: 1.6649 2020-10-09 13:49:52,426 - mmaction - INFO - Epoch [173][1220/1413] lr: 1.458e-01, eta: 1 day, 9:45:30, time: 0.986, data_time: 0.004, memory: 8482, top1_acc: 0.3473, top5_acc: 0.5993, loss_cls: 3.0917, loss: 3.0917, grad_norm: 1.6645 2020-10-09 13:50:12,080 - mmaction - INFO - Epoch [173][1240/1413] lr: 1.458e-01, eta: 1 day, 9:44:52, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3552, top5_acc: 0.5995, loss_cls: 3.0528, loss: 3.0528, grad_norm: 1.6680 2020-10-09 13:50:31,799 - mmaction - INFO - Epoch [173][1260/1413] lr: 1.458e-01, eta: 1 day, 9:44:14, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3474, top5_acc: 0.5805, loss_cls: 3.1472, loss: 3.1472, grad_norm: 1.6658 2020-10-09 13:50:51,528 - mmaction - INFO - Epoch [173][1280/1413] lr: 1.458e-01, eta: 1 day, 9:43:38, time: 0.987, data_time: 0.004, memory: 8482, top1_acc: 0.3493, top5_acc: 0.5845, loss_cls: 3.1054, loss: 3.1054, grad_norm: 1.6714 2020-10-09 13:51:11,179 - mmaction - INFO - Epoch [173][1300/1413] lr: 1.458e-01, eta: 1 day, 9:43:00, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3522, top5_acc: 0.5891, loss_cls: 3.0749, loss: 3.0749, grad_norm: 1.6643 2020-10-09 13:51:30,961 - mmaction - INFO - Epoch [173][1320/1413] lr: 1.458e-01, eta: 1 day, 9:42:24, time: 0.990, data_time: 0.002, memory: 8482, top1_acc: 0.3478, top5_acc: 0.5905, loss_cls: 3.0858, loss: 3.0858, grad_norm: 1.6862 2020-10-09 13:51:50,628 - mmaction - INFO - Epoch [173][1340/1413] lr: 1.458e-01, eta: 1 day, 9:41:46, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3497, top5_acc: 0.5936, loss_cls: 3.1007, loss: 3.1007, grad_norm: 1.6817 2020-10-09 13:52:10,374 - mmaction - INFO - Epoch [173][1360/1413] lr: 1.458e-01, eta: 1 day, 9:41:10, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.3509, top5_acc: 0.5952, loss_cls: 3.0957, loss: 3.0957, grad_norm: 1.6698 2020-10-09 13:52:30,147 - mmaction - INFO - Epoch [173][1380/1413] lr: 1.458e-01, eta: 1 day, 9:40:34, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3499, top5_acc: 0.5949, loss_cls: 3.0779, loss: 3.0779, grad_norm: 1.6796 2020-10-09 13:52:49,850 - mmaction - INFO - Epoch [173][1400/1413] lr: 1.458e-01, eta: 1 day, 9:39:58, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3517, top5_acc: 0.5941, loss_cls: 3.0809, loss: 3.0809, grad_norm: 1.6924 2020-10-09 13:53:53,064 - mmaction - INFO - Epoch [174][20/1413] lr: 1.426e-01, eta: 1 day, 9:43:48, time: 2.504, data_time: 1.481, memory: 8482, top1_acc: 0.3562, top5_acc: 0.5931, loss_cls: 3.0703, loss: 3.0703, grad_norm: 1.6853 2020-10-09 13:54:12,719 - mmaction - INFO - Epoch [174][40/1413] lr: 1.426e-01, eta: 1 day, 9:43:11, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3501, top5_acc: 0.6055, loss_cls: 3.0240, loss: 3.0240, grad_norm: 1.6644 2020-10-09 13:54:32,507 - mmaction - INFO - Epoch [174][60/1413] lr: 1.426e-01, eta: 1 day, 9:42:35, time: 0.989, data_time: 0.001, memory: 8482, top1_acc: 0.3615, top5_acc: 0.6086, loss_cls: 3.0429, loss: 3.0429, grad_norm: 1.6846 2020-10-09 13:54:52,254 - mmaction - INFO - Epoch [174][80/1413] lr: 1.426e-01, eta: 1 day, 9:41:58, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3565, top5_acc: 0.5947, loss_cls: 3.0500, loss: 3.0500, grad_norm: 1.6941 2020-10-09 13:55:11,870 - mmaction - INFO - Epoch [174][100/1413] lr: 1.426e-01, eta: 1 day, 9:41:20, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.3646, top5_acc: 0.6095, loss_cls: 3.0162, loss: 3.0162, grad_norm: 1.6594 2020-10-09 13:55:31,635 - mmaction - INFO - Epoch [174][120/1413] lr: 1.426e-01, eta: 1 day, 9:40:43, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3522, top5_acc: 0.5917, loss_cls: 3.0787, loss: 3.0787, grad_norm: 1.7027 2020-10-09 13:55:51,317 - mmaction - INFO - Epoch [174][140/1413] lr: 1.426e-01, eta: 1 day, 9:40:06, time: 0.987, data_time: 0.005, memory: 8482, top1_acc: 0.3546, top5_acc: 0.5992, loss_cls: 3.0648, loss: 3.0648, grad_norm: 1.6879 2020-10-09 13:56:11,046 - mmaction - INFO - Epoch [174][160/1413] lr: 1.426e-01, eta: 1 day, 9:39:30, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3564, top5_acc: 0.6014, loss_cls: 3.0422, loss: 3.0422, grad_norm: 1.7194 2020-10-09 13:56:30,679 - mmaction - INFO - Epoch [174][180/1413] lr: 1.426e-01, eta: 1 day, 9:38:52, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3543, top5_acc: 0.5917, loss_cls: 3.0640, loss: 3.0640, grad_norm: 1.6783 2020-10-09 13:56:50,369 - mmaction - INFO - Epoch [174][200/1413] lr: 1.426e-01, eta: 1 day, 9:38:15, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3466, top5_acc: 0.5935, loss_cls: 3.1022, loss: 3.1022, grad_norm: 1.6926 2020-10-09 13:57:10,033 - mmaction - INFO - Epoch [174][220/1413] lr: 1.426e-01, eta: 1 day, 9:37:38, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3548, top5_acc: 0.5930, loss_cls: 3.0672, loss: 3.0672, grad_norm: 1.6799 2020-10-09 13:57:29,752 - mmaction - INFO - Epoch [174][240/1413] lr: 1.426e-01, eta: 1 day, 9:37:02, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3536, top5_acc: 0.6007, loss_cls: 3.0332, loss: 3.0332, grad_norm: 1.6861 2020-10-09 13:57:49,455 - mmaction - INFO - Epoch [174][260/1413] lr: 1.426e-01, eta: 1 day, 9:36:26, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3538, top5_acc: 0.5992, loss_cls: 3.0720, loss: 3.0720, grad_norm: 1.6742 2020-10-09 13:58:09,144 - mmaction - INFO - Epoch [174][280/1413] lr: 1.426e-01, eta: 1 day, 9:35:50, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.3460, top5_acc: 0.5931, loss_cls: 3.1024, loss: 3.1024, grad_norm: 1.7002 2020-10-09 13:58:28,855 - mmaction - INFO - Epoch [174][300/1413] lr: 1.426e-01, eta: 1 day, 9:35:13, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3600, top5_acc: 0.5885, loss_cls: 3.0804, loss: 3.0804, grad_norm: 1.6771 2020-10-09 13:58:48,582 - mmaction - INFO - Epoch [174][320/1413] lr: 1.426e-01, eta: 1 day, 9:34:38, time: 0.987, data_time: 0.004, memory: 8482, top1_acc: 0.3483, top5_acc: 0.5977, loss_cls: 3.0941, loss: 3.0941, grad_norm: 1.7116 2020-10-09 13:59:08,331 - mmaction - INFO - Epoch [174][340/1413] lr: 1.426e-01, eta: 1 day, 9:34:02, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3514, top5_acc: 0.5982, loss_cls: 3.0609, loss: 3.0609, grad_norm: 1.6728 2020-10-09 13:59:28,047 - mmaction - INFO - Epoch [174][360/1413] lr: 1.426e-01, eta: 1 day, 9:33:27, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3469, top5_acc: 0.5837, loss_cls: 3.1179, loss: 3.1179, grad_norm: 1.6517 2020-10-09 13:59:47,757 - mmaction - INFO - Epoch [174][380/1413] lr: 1.426e-01, eta: 1 day, 9:32:51, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3549, top5_acc: 0.5936, loss_cls: 3.0829, loss: 3.0829, grad_norm: 1.6689 2020-10-09 14:00:08,546 - mmaction - INFO - Epoch [174][400/1413] lr: 1.426e-01, eta: 1 day, 9:32:32, time: 1.039, data_time: 0.002, memory: 8482, top1_acc: 0.3527, top5_acc: 0.5973, loss_cls: 3.0623, loss: 3.0623, grad_norm: 1.6930 2020-10-09 14:00:28,316 - mmaction - INFO - Epoch [174][420/1413] lr: 1.426e-01, eta: 1 day, 9:31:58, time: 0.990, data_time: 0.003, memory: 8482, top1_acc: 0.3526, top5_acc: 0.5884, loss_cls: 3.1076, loss: 3.1076, grad_norm: 1.6969 2020-10-09 14:00:47,943 - mmaction - INFO - Epoch [174][440/1413] lr: 1.426e-01, eta: 1 day, 9:31:21, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3482, top5_acc: 0.5928, loss_cls: 3.0864, loss: 3.0864, grad_norm: 1.6878 2020-10-09 14:01:07,619 - mmaction - INFO - Epoch [174][460/1413] lr: 1.426e-01, eta: 1 day, 9:30:45, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3435, top5_acc: 0.5844, loss_cls: 3.1188, loss: 3.1188, grad_norm: 1.6905 2020-10-09 14:01:27,355 - mmaction - INFO - Epoch [174][480/1413] lr: 1.426e-01, eta: 1 day, 9:30:10, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3564, top5_acc: 0.5953, loss_cls: 3.0780, loss: 3.0780, grad_norm: 1.6813 2020-10-09 14:01:47,091 - mmaction - INFO - Epoch [174][500/1413] lr: 1.426e-01, eta: 1 day, 9:29:36, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3560, top5_acc: 0.5948, loss_cls: 3.0580, loss: 3.0580, grad_norm: 1.6638 2020-10-09 14:02:06,878 - mmaction - INFO - Epoch [174][520/1413] lr: 1.426e-01, eta: 1 day, 9:29:02, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3555, top5_acc: 0.5964, loss_cls: 3.0873, loss: 3.0873, grad_norm: 1.7220 2020-10-09 14:02:26,600 - mmaction - INFO - Epoch [174][540/1413] lr: 1.426e-01, eta: 1 day, 9:28:27, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3607, top5_acc: 0.5987, loss_cls: 3.0468, loss: 3.0468, grad_norm: 1.7082 2020-10-09 14:02:46,219 - mmaction - INFO - Epoch [174][560/1413] lr: 1.426e-01, eta: 1 day, 9:27:51, time: 0.982, data_time: 0.003, memory: 8482, top1_acc: 0.3445, top5_acc: 0.5872, loss_cls: 3.1395, loss: 3.1395, grad_norm: 1.6907 2020-10-09 14:03:05,975 - mmaction - INFO - Epoch [174][580/1413] lr: 1.426e-01, eta: 1 day, 9:27:16, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.3589, top5_acc: 0.6030, loss_cls: 3.0448, loss: 3.0448, grad_norm: 1.6869 2020-10-09 14:03:25,658 - mmaction - INFO - Epoch [174][600/1413] lr: 1.426e-01, eta: 1 day, 9:26:41, time: 0.984, data_time: 0.004, memory: 8482, top1_acc: 0.3499, top5_acc: 0.5893, loss_cls: 3.0932, loss: 3.0932, grad_norm: 1.6614 2020-10-09 14:03:45,417 - mmaction - INFO - Epoch [174][620/1413] lr: 1.426e-01, eta: 1 day, 9:26:07, time: 0.990, data_time: 0.004, memory: 8482, top1_acc: 0.3560, top5_acc: 0.6023, loss_cls: 3.0262, loss: 3.0262, grad_norm: 1.6863 2020-10-09 14:04:05,114 - mmaction - INFO - Epoch [174][640/1413] lr: 1.426e-01, eta: 1 day, 9:25:32, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3510, top5_acc: 0.5913, loss_cls: 3.0720, loss: 3.0720, grad_norm: 1.6892 2020-10-09 14:04:24,867 - mmaction - INFO - Epoch [174][660/1413] lr: 1.426e-01, eta: 1 day, 9:24:58, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3527, top5_acc: 0.5918, loss_cls: 3.0939, loss: 3.0939, grad_norm: 1.7011 2020-10-09 14:04:44,622 - mmaction - INFO - Epoch [174][680/1413] lr: 1.426e-01, eta: 1 day, 9:24:24, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3522, top5_acc: 0.5941, loss_cls: 3.1014, loss: 3.1014, grad_norm: 1.7131 2020-10-09 14:05:04,391 - mmaction - INFO - Epoch [174][700/1413] lr: 1.426e-01, eta: 1 day, 9:23:51, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.3578, top5_acc: 0.5947, loss_cls: 3.0613, loss: 3.0613, grad_norm: 1.6643 2020-10-09 14:05:24,178 - mmaction - INFO - Epoch [174][720/1413] lr: 1.426e-01, eta: 1 day, 9:23:18, time: 0.989, data_time: 0.003, memory: 8482, top1_acc: 0.3547, top5_acc: 0.5966, loss_cls: 3.0868, loss: 3.0868, grad_norm: 1.6890 2020-10-09 14:05:43,894 - mmaction - INFO - Epoch [174][740/1413] lr: 1.426e-01, eta: 1 day, 9:22:44, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3496, top5_acc: 0.6000, loss_cls: 3.0808, loss: 3.0808, grad_norm: 1.7058 2020-10-09 14:06:03,534 - mmaction - INFO - Epoch [174][760/1413] lr: 1.426e-01, eta: 1 day, 9:22:08, time: 0.981, data_time: 0.001, memory: 8482, top1_acc: 0.3586, top5_acc: 0.6013, loss_cls: 3.0567, loss: 3.0567, grad_norm: 1.7078 2020-10-09 14:06:23,326 - mmaction - INFO - Epoch [174][780/1413] lr: 1.426e-01, eta: 1 day, 9:21:35, time: 0.990, data_time: 0.003, memory: 8482, top1_acc: 0.3492, top5_acc: 0.5984, loss_cls: 3.0860, loss: 3.0860, grad_norm: 1.7184 2020-10-09 14:06:43,013 - mmaction - INFO - Epoch [174][800/1413] lr: 1.426e-01, eta: 1 day, 9:21:01, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3470, top5_acc: 0.5865, loss_cls: 3.1288, loss: 3.1288, grad_norm: 1.7147 2020-10-09 14:07:02,688 - mmaction - INFO - Epoch [174][820/1413] lr: 1.426e-01, eta: 1 day, 9:20:26, time: 0.982, data_time: 0.001, memory: 8482, top1_acc: 0.3663, top5_acc: 0.6069, loss_cls: 3.0093, loss: 3.0093, grad_norm: 1.6702 2020-10-09 14:07:22,405 - mmaction - INFO - Epoch [174][840/1413] lr: 1.426e-01, eta: 1 day, 9:19:53, time: 0.988, data_time: 0.004, memory: 8482, top1_acc: 0.3527, top5_acc: 0.5943, loss_cls: 3.0725, loss: 3.0725, grad_norm: 1.6934 2020-10-09 14:07:42,174 - mmaction - INFO - Epoch [174][860/1413] lr: 1.426e-01, eta: 1 day, 9:19:19, time: 0.987, data_time: 0.001, memory: 8482, top1_acc: 0.3509, top5_acc: 0.5901, loss_cls: 3.0850, loss: 3.0850, grad_norm: 1.6973 2020-10-09 14:08:01,875 - mmaction - INFO - Epoch [174][880/1413] lr: 1.426e-01, eta: 1 day, 9:18:46, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3503, top5_acc: 0.5954, loss_cls: 3.1128, loss: 3.1128, grad_norm: 1.6913 2020-10-09 14:08:21,667 - mmaction - INFO - Epoch [174][900/1413] lr: 1.426e-01, eta: 1 day, 9:18:13, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.3548, top5_acc: 0.5947, loss_cls: 3.0923, loss: 3.0923, grad_norm: 1.6701 2020-10-09 14:08:41,368 - mmaction - INFO - Epoch [174][920/1413] lr: 1.426e-01, eta: 1 day, 9:17:39, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3559, top5_acc: 0.5993, loss_cls: 3.0763, loss: 3.0763, grad_norm: 1.6902 2020-10-09 14:09:01,039 - mmaction - INFO - Epoch [174][940/1413] lr: 1.426e-01, eta: 1 day, 9:17:05, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3464, top5_acc: 0.5919, loss_cls: 3.0925, loss: 3.0925, grad_norm: 1.6862 2020-10-09 14:09:20,769 - mmaction - INFO - Epoch [174][960/1413] lr: 1.426e-01, eta: 1 day, 9:16:32, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3487, top5_acc: 0.5947, loss_cls: 3.0777, loss: 3.0777, grad_norm: 1.7039 2020-10-09 14:09:40,548 - mmaction - INFO - Epoch [174][980/1413] lr: 1.426e-01, eta: 1 day, 9:16:00, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.3583, top5_acc: 0.5984, loss_cls: 3.0713, loss: 3.0713, grad_norm: 1.6587 2020-10-09 14:10:00,340 - mmaction - INFO - Epoch [174][1000/1413] lr: 1.426e-01, eta: 1 day, 9:15:27, time: 0.990, data_time: 0.003, memory: 8482, top1_acc: 0.3451, top5_acc: 0.5915, loss_cls: 3.1070, loss: 3.1070, grad_norm: 1.6847 2020-10-09 14:10:19,992 - mmaction - INFO - Epoch [174][1020/1413] lr: 1.426e-01, eta: 1 day, 9:14:53, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3609, top5_acc: 0.5980, loss_cls: 3.0201, loss: 3.0201, grad_norm: 1.6951 2020-10-09 14:10:39,660 - mmaction - INFO - Epoch [174][1040/1413] lr: 1.426e-01, eta: 1 day, 9:14:20, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3549, top5_acc: 0.5983, loss_cls: 3.0883, loss: 3.0883, grad_norm: 1.6721 2020-10-09 14:10:59,377 - mmaction - INFO - Epoch [174][1060/1413] lr: 1.426e-01, eta: 1 day, 9:13:46, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3458, top5_acc: 0.5874, loss_cls: 3.1152, loss: 3.1152, grad_norm: 1.6905 2020-10-09 14:11:19,120 - mmaction - INFO - Epoch [174][1080/1413] lr: 1.426e-01, eta: 1 day, 9:13:14, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.3421, top5_acc: 0.5818, loss_cls: 3.1401, loss: 3.1401, grad_norm: 1.6878 2020-10-09 14:11:38,841 - mmaction - INFO - Epoch [174][1100/1413] lr: 1.426e-01, eta: 1 day, 9:12:41, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3566, top5_acc: 0.5964, loss_cls: 3.0652, loss: 3.0652, grad_norm: 1.6740 2020-10-09 14:11:58,581 - mmaction - INFO - Epoch [174][1120/1413] lr: 1.426e-01, eta: 1 day, 9:12:08, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3435, top5_acc: 0.5831, loss_cls: 3.1283, loss: 3.1283, grad_norm: 1.7080 2020-10-09 14:12:18,307 - mmaction - INFO - Epoch [174][1140/1413] lr: 1.426e-01, eta: 1 day, 9:11:36, time: 0.987, data_time: 0.004, memory: 8482, top1_acc: 0.3604, top5_acc: 0.5997, loss_cls: 3.0705, loss: 3.0705, grad_norm: 1.6951 2020-10-09 14:12:38,067 - mmaction - INFO - Epoch [174][1160/1413] lr: 1.426e-01, eta: 1 day, 9:11:04, time: 0.989, data_time: 0.003, memory: 8482, top1_acc: 0.3568, top5_acc: 0.5910, loss_cls: 3.1000, loss: 3.1000, grad_norm: 1.7081 2020-10-09 14:12:57,745 - mmaction - INFO - Epoch [174][1180/1413] lr: 1.426e-01, eta: 1 day, 9:10:31, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3492, top5_acc: 0.5859, loss_cls: 3.1232, loss: 3.1232, grad_norm: 1.7003 2020-10-09 14:13:17,527 - mmaction - INFO - Epoch [174][1200/1413] lr: 1.426e-01, eta: 1 day, 9:09:59, time: 0.989, data_time: 0.001, memory: 8482, top1_acc: 0.3559, top5_acc: 0.5965, loss_cls: 3.0790, loss: 3.0790, grad_norm: 1.6930 2020-10-09 14:13:37,226 - mmaction - INFO - Epoch [174][1220/1413] lr: 1.426e-01, eta: 1 day, 9:09:26, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3508, top5_acc: 0.5965, loss_cls: 3.0743, loss: 3.0743, grad_norm: 1.7002 2020-10-09 14:13:56,940 - mmaction - INFO - Epoch [174][1240/1413] lr: 1.426e-01, eta: 1 day, 9:08:53, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3549, top5_acc: 0.5888, loss_cls: 3.0858, loss: 3.0858, grad_norm: 1.6895 2020-10-09 14:14:16,671 - mmaction - INFO - Epoch [174][1260/1413] lr: 1.426e-01, eta: 1 day, 9:08:21, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.3517, top5_acc: 0.5846, loss_cls: 3.1103, loss: 3.1103, grad_norm: 1.7095 2020-10-09 14:14:36,410 - mmaction - INFO - Epoch [174][1280/1413] lr: 1.426e-01, eta: 1 day, 9:07:49, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.3553, top5_acc: 0.5954, loss_cls: 3.0698, loss: 3.0698, grad_norm: 1.6696 2020-10-09 14:14:56,105 - mmaction - INFO - Epoch [174][1300/1413] lr: 1.426e-01, eta: 1 day, 9:07:17, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3501, top5_acc: 0.5910, loss_cls: 3.0893, loss: 3.0893, grad_norm: 1.7094 2020-10-09 14:15:15,872 - mmaction - INFO - Epoch [174][1320/1413] lr: 1.426e-01, eta: 1 day, 9:06:45, time: 0.988, data_time: 0.001, memory: 8482, top1_acc: 0.3349, top5_acc: 0.5891, loss_cls: 3.1176, loss: 3.1176, grad_norm: 1.6997 2020-10-09 14:15:35,571 - mmaction - INFO - Epoch [174][1340/1413] lr: 1.426e-01, eta: 1 day, 9:06:13, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3553, top5_acc: 0.5977, loss_cls: 3.0650, loss: 3.0650, grad_norm: 1.6899 2020-10-09 14:15:55,351 - mmaction - INFO - Epoch [174][1360/1413] lr: 1.426e-01, eta: 1 day, 9:05:41, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.3503, top5_acc: 0.5841, loss_cls: 3.1231, loss: 3.1231, grad_norm: 1.7093 2020-10-09 14:16:15,065 - mmaction - INFO - Epoch [174][1380/1413] lr: 1.426e-01, eta: 1 day, 9:05:09, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3643, top5_acc: 0.6042, loss_cls: 3.0401, loss: 3.0401, grad_norm: 1.6665 2020-10-09 14:16:34,721 - mmaction - INFO - Epoch [174][1400/1413] lr: 1.426e-01, eta: 1 day, 9:04:36, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3570, top5_acc: 0.5954, loss_cls: 3.0832, loss: 3.0832, grad_norm: 1.6855 2020-10-09 14:17:47,950 - mmaction - INFO - Epoch [175][20/1413] lr: 1.395e-01, eta: 1 day, 9:09:44, time: 2.948, data_time: 1.740, memory: 8482, top1_acc: 0.3579, top5_acc: 0.5986, loss_cls: 3.0445, loss: 3.0445, grad_norm: 1.6890 2020-10-09 14:18:10,835 - mmaction - INFO - Epoch [175][40/1413] lr: 1.395e-01, eta: 1 day, 9:09:54, time: 1.144, data_time: 0.002, memory: 8482, top1_acc: 0.3736, top5_acc: 0.6137, loss_cls: 2.9596, loss: 2.9596, grad_norm: 1.6505 2020-10-09 14:18:33,892 - mmaction - INFO - Epoch [175][60/1413] lr: 1.395e-01, eta: 1 day, 9:10:07, time: 1.153, data_time: 0.001, memory: 8482, top1_acc: 0.3615, top5_acc: 0.6043, loss_cls: 3.0361, loss: 3.0361, grad_norm: 1.6954 2020-10-09 14:18:56,838 - mmaction - INFO - Epoch [175][80/1413] lr: 1.395e-01, eta: 1 day, 9:10:17, time: 1.147, data_time: 0.002, memory: 8482, top1_acc: 0.3578, top5_acc: 0.6046, loss_cls: 3.0366, loss: 3.0366, grad_norm: 1.6982 2020-10-09 14:19:19,800 - mmaction - INFO - Epoch [175][100/1413] lr: 1.395e-01, eta: 1 day, 9:10:28, time: 1.148, data_time: 0.002, memory: 8482, top1_acc: 0.3617, top5_acc: 0.5945, loss_cls: 3.0668, loss: 3.0668, grad_norm: 1.6918 2020-10-09 14:19:42,815 - mmaction - INFO - Epoch [175][120/1413] lr: 1.395e-01, eta: 1 day, 9:10:40, time: 1.151, data_time: 0.002, memory: 8482, top1_acc: 0.3641, top5_acc: 0.6017, loss_cls: 3.0455, loss: 3.0455, grad_norm: 1.6665 2020-10-09 14:20:05,833 - mmaction - INFO - Epoch [175][140/1413] lr: 1.395e-01, eta: 1 day, 9:10:51, time: 1.151, data_time: 0.002, memory: 8482, top1_acc: 0.3578, top5_acc: 0.6023, loss_cls: 3.0373, loss: 3.0373, grad_norm: 1.7011 2020-10-09 14:20:28,769 - mmaction - INFO - Epoch [175][160/1413] lr: 1.395e-01, eta: 1 day, 9:11:01, time: 1.147, data_time: 0.002, memory: 8482, top1_acc: 0.3573, top5_acc: 0.5953, loss_cls: 3.0709, loss: 3.0709, grad_norm: 1.6998 2020-10-09 14:20:51,867 - mmaction - INFO - Epoch [175][180/1413] lr: 1.395e-01, eta: 1 day, 9:11:13, time: 1.155, data_time: 0.002, memory: 8482, top1_acc: 0.3488, top5_acc: 0.5883, loss_cls: 3.0925, loss: 3.0925, grad_norm: 1.7028 2020-10-09 14:21:14,895 - mmaction - INFO - Epoch [175][200/1413] lr: 1.395e-01, eta: 1 day, 9:11:24, time: 1.151, data_time: 0.002, memory: 8482, top1_acc: 0.3598, top5_acc: 0.6007, loss_cls: 3.0476, loss: 3.0476, grad_norm: 1.6862 2020-10-09 14:21:37,927 - mmaction - INFO - Epoch [175][220/1413] lr: 1.395e-01, eta: 1 day, 9:11:35, time: 1.152, data_time: 0.002, memory: 8482, top1_acc: 0.3620, top5_acc: 0.5980, loss_cls: 3.0596, loss: 3.0596, grad_norm: 1.7159 2020-10-09 14:22:00,834 - mmaction - INFO - Epoch [175][240/1413] lr: 1.395e-01, eta: 1 day, 9:11:44, time: 1.146, data_time: 0.002, memory: 8482, top1_acc: 0.3569, top5_acc: 0.5988, loss_cls: 3.0703, loss: 3.0703, grad_norm: 1.6915 2020-10-09 14:22:23,839 - mmaction - INFO - Epoch [175][260/1413] lr: 1.395e-01, eta: 1 day, 9:11:54, time: 1.150, data_time: 0.001, memory: 8482, top1_acc: 0.3517, top5_acc: 0.5987, loss_cls: 3.0872, loss: 3.0872, grad_norm: 1.7064 2020-10-09 14:22:46,898 - mmaction - INFO - Epoch [175][280/1413] lr: 1.395e-01, eta: 1 day, 9:12:05, time: 1.152, data_time: 0.002, memory: 8482, top1_acc: 0.3527, top5_acc: 0.5975, loss_cls: 3.0555, loss: 3.0555, grad_norm: 1.7176 2020-10-09 14:23:09,914 - mmaction - INFO - Epoch [175][300/1413] lr: 1.395e-01, eta: 1 day, 9:12:15, time: 1.152, data_time: 0.003, memory: 8482, top1_acc: 0.3641, top5_acc: 0.6034, loss_cls: 3.0483, loss: 3.0483, grad_norm: 1.7098 2020-10-09 14:23:32,847 - mmaction - INFO - Epoch [175][320/1413] lr: 1.395e-01, eta: 1 day, 9:12:24, time: 1.146, data_time: 0.001, memory: 8482, top1_acc: 0.3562, top5_acc: 0.5982, loss_cls: 3.0502, loss: 3.0502, grad_norm: 1.6889 2020-10-09 14:23:55,835 - mmaction - INFO - Epoch [175][340/1413] lr: 1.395e-01, eta: 1 day, 9:12:33, time: 1.150, data_time: 0.003, memory: 8482, top1_acc: 0.3493, top5_acc: 0.5987, loss_cls: 3.0767, loss: 3.0767, grad_norm: 1.7183 2020-10-09 14:24:18,825 - mmaction - INFO - Epoch [175][360/1413] lr: 1.395e-01, eta: 1 day, 9:12:43, time: 1.150, data_time: 0.002, memory: 8482, top1_acc: 0.3454, top5_acc: 0.5952, loss_cls: 3.0897, loss: 3.0897, grad_norm: 1.7234 2020-10-09 14:24:41,813 - mmaction - INFO - Epoch [175][380/1413] lr: 1.395e-01, eta: 1 day, 9:12:52, time: 1.149, data_time: 0.001, memory: 8482, top1_acc: 0.3548, top5_acc: 0.5991, loss_cls: 3.0566, loss: 3.0566, grad_norm: 1.7147 2020-10-09 14:25:04,843 - mmaction - INFO - Epoch [175][400/1413] lr: 1.395e-01, eta: 1 day, 9:13:01, time: 1.152, data_time: 0.001, memory: 8482, top1_acc: 0.3521, top5_acc: 0.5906, loss_cls: 3.0919, loss: 3.0919, grad_norm: 1.6995 2020-10-09 14:25:27,878 - mmaction - INFO - Epoch [175][420/1413] lr: 1.395e-01, eta: 1 day, 9:13:11, time: 1.152, data_time: 0.001, memory: 8482, top1_acc: 0.3505, top5_acc: 0.5906, loss_cls: 3.0775, loss: 3.0775, grad_norm: 1.7238 2020-10-09 14:25:50,998 - mmaction - INFO - Epoch [175][440/1413] lr: 1.395e-01, eta: 1 day, 9:13:21, time: 1.156, data_time: 0.001, memory: 8482, top1_acc: 0.3587, top5_acc: 0.6027, loss_cls: 3.0522, loss: 3.0522, grad_norm: 1.7096 2020-10-09 14:26:14,023 - mmaction - INFO - Epoch [175][460/1413] lr: 1.395e-01, eta: 1 day, 9:13:30, time: 1.151, data_time: 0.001, memory: 8482, top1_acc: 0.3596, top5_acc: 0.5993, loss_cls: 3.0600, loss: 3.0600, grad_norm: 1.7148 2020-10-09 14:26:36,980 - mmaction - INFO - Epoch [175][480/1413] lr: 1.395e-01, eta: 1 day, 9:13:38, time: 1.148, data_time: 0.001, memory: 8482, top1_acc: 0.3495, top5_acc: 0.5898, loss_cls: 3.0981, loss: 3.0981, grad_norm: 1.6840 2020-10-09 14:26:59,946 - mmaction - INFO - Epoch [175][500/1413] lr: 1.395e-01, eta: 1 day, 9:13:46, time: 1.148, data_time: 0.002, memory: 8482, top1_acc: 0.3542, top5_acc: 0.5947, loss_cls: 3.0749, loss: 3.0749, grad_norm: 1.6801 2020-10-09 14:27:22,891 - mmaction - INFO - Epoch [175][520/1413] lr: 1.395e-01, eta: 1 day, 9:13:53, time: 1.147, data_time: 0.002, memory: 8482, top1_acc: 0.3585, top5_acc: 0.5930, loss_cls: 3.0789, loss: 3.0789, grad_norm: 1.6760 2020-10-09 14:27:45,911 - mmaction - INFO - Epoch [175][540/1413] lr: 1.395e-01, eta: 1 day, 9:14:01, time: 1.149, data_time: 0.002, memory: 8482, top1_acc: 0.3548, top5_acc: 0.5996, loss_cls: 3.0741, loss: 3.0741, grad_norm: 1.7031 2020-10-09 14:28:08,821 - mmaction - INFO - Epoch [175][560/1413] lr: 1.395e-01, eta: 1 day, 9:14:09, time: 1.148, data_time: 0.003, memory: 8482, top1_acc: 0.3565, top5_acc: 0.5987, loss_cls: 3.0934, loss: 3.0934, grad_norm: 1.7161 2020-10-09 14:28:31,821 - mmaction - INFO - Epoch [175][580/1413] lr: 1.395e-01, eta: 1 day, 9:14:16, time: 1.150, data_time: 0.001, memory: 8482, top1_acc: 0.3531, top5_acc: 0.6005, loss_cls: 3.0363, loss: 3.0363, grad_norm: 1.6897 2020-10-09 14:28:54,815 - mmaction - INFO - Epoch [175][600/1413] lr: 1.395e-01, eta: 1 day, 9:14:24, time: 1.150, data_time: 0.002, memory: 8482, top1_acc: 0.3673, top5_acc: 0.6018, loss_cls: 2.9963, loss: 2.9963, grad_norm: 1.7113 2020-10-09 14:29:17,833 - mmaction - INFO - Epoch [175][620/1413] lr: 1.395e-01, eta: 1 day, 9:14:32, time: 1.150, data_time: 0.001, memory: 8482, top1_acc: 0.3702, top5_acc: 0.6025, loss_cls: 3.0328, loss: 3.0328, grad_norm: 1.7076 2020-10-09 14:29:40,831 - mmaction - INFO - Epoch [175][640/1413] lr: 1.395e-01, eta: 1 day, 9:14:39, time: 1.150, data_time: 0.002, memory: 8482, top1_acc: 0.3530, top5_acc: 0.5906, loss_cls: 3.1069, loss: 3.1069, grad_norm: 1.6992 2020-10-09 14:30:03,822 - mmaction - INFO - Epoch [175][660/1413] lr: 1.395e-01, eta: 1 day, 9:14:47, time: 1.150, data_time: 0.002, memory: 8482, top1_acc: 0.3527, top5_acc: 0.6026, loss_cls: 3.0782, loss: 3.0782, grad_norm: 1.7047 2020-10-09 14:30:26,843 - mmaction - INFO - Epoch [175][680/1413] lr: 1.395e-01, eta: 1 day, 9:14:54, time: 1.151, data_time: 0.002, memory: 8482, top1_acc: 0.3526, top5_acc: 0.5908, loss_cls: 3.1010, loss: 3.1010, grad_norm: 1.7171 2020-10-09 14:30:49,736 - mmaction - INFO - Epoch [175][700/1413] lr: 1.395e-01, eta: 1 day, 9:15:00, time: 1.145, data_time: 0.002, memory: 8482, top1_acc: 0.3521, top5_acc: 0.5948, loss_cls: 3.0526, loss: 3.0526, grad_norm: 1.6841 2020-10-09 14:31:12,660 - mmaction - INFO - Epoch [175][720/1413] lr: 1.395e-01, eta: 1 day, 9:15:06, time: 1.146, data_time: 0.001, memory: 8482, top1_acc: 0.3508, top5_acc: 0.5888, loss_cls: 3.1116, loss: 3.1116, grad_norm: 1.6893 2020-10-09 14:31:35,573 - mmaction - INFO - Epoch [175][740/1413] lr: 1.395e-01, eta: 1 day, 9:15:11, time: 1.146, data_time: 0.002, memory: 8482, top1_acc: 0.3624, top5_acc: 0.5956, loss_cls: 3.0447, loss: 3.0447, grad_norm: 1.7074 2020-10-09 14:31:58,608 - mmaction - INFO - Epoch [175][760/1413] lr: 1.395e-01, eta: 1 day, 9:15:18, time: 1.151, data_time: 0.001, memory: 8482, top1_acc: 0.3671, top5_acc: 0.5941, loss_cls: 3.0553, loss: 3.0553, grad_norm: 1.7010 2020-10-09 14:32:21,563 - mmaction - INFO - Epoch [175][780/1413] lr: 1.395e-01, eta: 1 day, 9:15:24, time: 1.147, data_time: 0.002, memory: 8482, top1_acc: 0.3547, top5_acc: 0.5953, loss_cls: 3.0793, loss: 3.0793, grad_norm: 1.6944 2020-10-09 14:32:44,570 - mmaction - INFO - Epoch [175][800/1413] lr: 1.395e-01, eta: 1 day, 9:15:31, time: 1.151, data_time: 0.002, memory: 8482, top1_acc: 0.3621, top5_acc: 0.6012, loss_cls: 3.0413, loss: 3.0413, grad_norm: 1.7115 2020-10-09 14:33:07,504 - mmaction - INFO - Epoch [175][820/1413] lr: 1.395e-01, eta: 1 day, 9:15:36, time: 1.145, data_time: 0.001, memory: 8482, top1_acc: 0.3497, top5_acc: 0.5956, loss_cls: 3.0836, loss: 3.0836, grad_norm: 1.7133 2020-10-09 14:33:30,439 - mmaction - INFO - Epoch [175][840/1413] lr: 1.395e-01, eta: 1 day, 9:15:42, time: 1.149, data_time: 0.003, memory: 8482, top1_acc: 0.3458, top5_acc: 0.5945, loss_cls: 3.0924, loss: 3.0924, grad_norm: 1.7351 2020-10-09 14:33:53,283 - mmaction - INFO - Epoch [175][860/1413] lr: 1.395e-01, eta: 1 day, 9:15:46, time: 1.142, data_time: 0.001, memory: 8482, top1_acc: 0.3523, top5_acc: 0.5927, loss_cls: 3.0615, loss: 3.0615, grad_norm: 1.7086 2020-10-09 14:34:16,227 - mmaction - INFO - Epoch [175][880/1413] lr: 1.395e-01, eta: 1 day, 9:15:51, time: 1.147, data_time: 0.002, memory: 8482, top1_acc: 0.3440, top5_acc: 0.5910, loss_cls: 3.0911, loss: 3.0911, grad_norm: 1.7310 2020-10-09 14:34:39,262 - mmaction - INFO - Epoch [175][900/1413] lr: 1.395e-01, eta: 1 day, 9:15:57, time: 1.152, data_time: 0.002, memory: 8482, top1_acc: 0.3497, top5_acc: 0.5883, loss_cls: 3.1102, loss: 3.1102, grad_norm: 1.7166 2020-10-09 14:35:02,204 - mmaction - INFO - Epoch [175][920/1413] lr: 1.395e-01, eta: 1 day, 9:16:02, time: 1.147, data_time: 0.002, memory: 8482, top1_acc: 0.3492, top5_acc: 0.5855, loss_cls: 3.1124, loss: 3.1124, grad_norm: 1.7152 2020-10-09 14:35:25,261 - mmaction - INFO - Epoch [175][940/1413] lr: 1.395e-01, eta: 1 day, 9:16:08, time: 1.152, data_time: 0.001, memory: 8482, top1_acc: 0.3637, top5_acc: 0.6000, loss_cls: 3.0559, loss: 3.0559, grad_norm: 1.7098 2020-10-09 14:35:48,292 - mmaction - INFO - Epoch [175][960/1413] lr: 1.395e-01, eta: 1 day, 9:16:14, time: 1.152, data_time: 0.002, memory: 8482, top1_acc: 0.3436, top5_acc: 0.5961, loss_cls: 3.0906, loss: 3.0906, grad_norm: 1.7330 2020-10-09 14:36:11,297 - mmaction - INFO - Epoch [175][980/1413] lr: 1.395e-01, eta: 1 day, 9:16:20, time: 1.151, data_time: 0.001, memory: 8482, top1_acc: 0.3547, top5_acc: 0.6003, loss_cls: 3.0483, loss: 3.0483, grad_norm: 1.7012 2020-10-09 14:36:34,238 - mmaction - INFO - Epoch [175][1000/1413] lr: 1.395e-01, eta: 1 day, 9:16:24, time: 1.146, data_time: 0.001, memory: 8482, top1_acc: 0.3626, top5_acc: 0.6046, loss_cls: 3.0368, loss: 3.0368, grad_norm: 1.6842 2020-10-09 14:36:57,300 - mmaction - INFO - Epoch [175][1020/1413] lr: 1.395e-01, eta: 1 day, 9:16:30, time: 1.154, data_time: 0.003, memory: 8482, top1_acc: 0.3501, top5_acc: 0.5964, loss_cls: 3.0712, loss: 3.0712, grad_norm: 1.7080 2020-10-09 14:37:20,344 - mmaction - INFO - Epoch [175][1040/1413] lr: 1.395e-01, eta: 1 day, 9:16:35, time: 1.152, data_time: 0.001, memory: 8482, top1_acc: 0.3591, top5_acc: 0.5990, loss_cls: 3.0770, loss: 3.0770, grad_norm: 1.7154 2020-10-09 14:37:43,306 - mmaction - INFO - Epoch [175][1060/1413] lr: 1.395e-01, eta: 1 day, 9:16:40, time: 1.148, data_time: 0.002, memory: 8482, top1_acc: 0.3565, top5_acc: 0.6021, loss_cls: 3.0500, loss: 3.0500, grad_norm: 1.7258 2020-10-09 14:38:06,274 - mmaction - INFO - Epoch [175][1080/1413] lr: 1.395e-01, eta: 1 day, 9:16:44, time: 1.149, data_time: 0.002, memory: 8482, top1_acc: 0.3559, top5_acc: 0.5991, loss_cls: 3.0716, loss: 3.0716, grad_norm: 1.7284 2020-10-09 14:38:29,233 - mmaction - INFO - Epoch [175][1100/1413] lr: 1.395e-01, eta: 1 day, 9:16:48, time: 1.148, data_time: 0.002, memory: 8482, top1_acc: 0.3548, top5_acc: 0.5913, loss_cls: 3.0612, loss: 3.0612, grad_norm: 1.7038 2020-10-09 14:38:52,153 - mmaction - INFO - Epoch [175][1120/1413] lr: 1.395e-01, eta: 1 day, 9:16:52, time: 1.147, data_time: 0.002, memory: 8482, top1_acc: 0.3544, top5_acc: 0.5919, loss_cls: 3.0930, loss: 3.0930, grad_norm: 1.7247 2020-10-09 14:39:15,033 - mmaction - INFO - Epoch [175][1140/1413] lr: 1.395e-01, eta: 1 day, 9:16:55, time: 1.144, data_time: 0.001, memory: 8482, top1_acc: 0.3531, top5_acc: 0.5941, loss_cls: 3.0705, loss: 3.0705, grad_norm: 1.7001 2020-10-09 14:39:38,080 - mmaction - INFO - Epoch [175][1160/1413] lr: 1.395e-01, eta: 1 day, 9:16:59, time: 1.151, data_time: 0.001, memory: 8482, top1_acc: 0.3562, top5_acc: 0.5892, loss_cls: 3.0624, loss: 3.0624, grad_norm: 1.6930 2020-10-09 14:40:00,952 - mmaction - INFO - Epoch [175][1180/1413] lr: 1.395e-01, eta: 1 day, 9:17:02, time: 1.143, data_time: 0.003, memory: 8482, top1_acc: 0.3529, top5_acc: 0.5952, loss_cls: 3.1006, loss: 3.1006, grad_norm: 1.7182 2020-10-09 14:40:23,960 - mmaction - INFO - Epoch [175][1200/1413] lr: 1.395e-01, eta: 1 day, 9:17:06, time: 1.152, data_time: 0.002, memory: 8482, top1_acc: 0.3572, top5_acc: 0.6025, loss_cls: 3.0420, loss: 3.0420, grad_norm: 1.6793 2020-10-09 14:40:46,941 - mmaction - INFO - Epoch [175][1220/1413] lr: 1.395e-01, eta: 1 day, 9:17:10, time: 1.148, data_time: 0.001, memory: 8482, top1_acc: 0.3460, top5_acc: 0.5952, loss_cls: 3.0790, loss: 3.0790, grad_norm: 1.7177 2020-10-09 14:41:09,946 - mmaction - INFO - Epoch [175][1240/1413] lr: 1.395e-01, eta: 1 day, 9:17:13, time: 1.150, data_time: 0.002, memory: 8482, top1_acc: 0.3477, top5_acc: 0.5949, loss_cls: 3.1005, loss: 3.1005, grad_norm: 1.7153 2020-10-09 14:41:32,976 - mmaction - INFO - Epoch [175][1260/1413] lr: 1.395e-01, eta: 1 day, 9:17:18, time: 1.152, data_time: 0.002, memory: 8482, top1_acc: 0.3538, top5_acc: 0.5874, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.7092 2020-10-09 14:41:55,918 - mmaction - INFO - Epoch [175][1280/1413] lr: 1.395e-01, eta: 1 day, 9:17:21, time: 1.147, data_time: 0.002, memory: 8482, top1_acc: 0.3560, top5_acc: 0.6046, loss_cls: 3.0553, loss: 3.0553, grad_norm: 1.7120 2020-10-09 14:42:18,971 - mmaction - INFO - Epoch [175][1300/1413] lr: 1.395e-01, eta: 1 day, 9:17:25, time: 1.153, data_time: 0.001, memory: 8482, top1_acc: 0.3577, top5_acc: 0.6025, loss_cls: 3.0617, loss: 3.0617, grad_norm: 1.6987 2020-10-09 14:42:41,914 - mmaction - INFO - Epoch [175][1320/1413] lr: 1.395e-01, eta: 1 day, 9:17:27, time: 1.147, data_time: 0.002, memory: 8482, top1_acc: 0.3521, top5_acc: 0.5947, loss_cls: 3.1083, loss: 3.1083, grad_norm: 1.7104 2020-10-09 14:43:04,830 - mmaction - INFO - Epoch [175][1340/1413] lr: 1.395e-01, eta: 1 day, 9:17:30, time: 1.146, data_time: 0.002, memory: 8482, top1_acc: 0.3547, top5_acc: 0.5885, loss_cls: 3.1066, loss: 3.1066, grad_norm: 1.6935 2020-10-09 14:43:27,803 - mmaction - INFO - Epoch [175][1360/1413] lr: 1.395e-01, eta: 1 day, 9:17:33, time: 1.148, data_time: 0.002, memory: 8482, top1_acc: 0.3602, top5_acc: 0.6010, loss_cls: 3.0620, loss: 3.0620, grad_norm: 1.7043 2020-10-09 14:43:50,739 - mmaction - INFO - Epoch [175][1380/1413] lr: 1.395e-01, eta: 1 day, 9:17:35, time: 1.146, data_time: 0.002, memory: 8482, top1_acc: 0.3499, top5_acc: 0.5840, loss_cls: 3.1275, loss: 3.1275, grad_norm: 1.7069 2020-10-09 14:44:13,821 - mmaction - INFO - Epoch [175][1400/1413] lr: 1.395e-01, eta: 1 day, 9:17:39, time: 1.155, data_time: 0.002, memory: 8482, top1_acc: 0.3516, top5_acc: 0.5910, loss_cls: 3.0933, loss: 3.0933, grad_norm: 1.6917 2020-10-09 14:45:20,136 - mmaction - INFO - Epoch [176][20/1413] lr: 1.364e-01, eta: 1 day, 9:20:15, time: 2.553, data_time: 1.419, memory: 8482, top1_acc: 0.3544, top5_acc: 0.5941, loss_cls: 3.0649, loss: 3.0649, grad_norm: 1.7248 2020-10-09 14:45:39,678 - mmaction - INFO - Epoch [176][40/1413] lr: 1.364e-01, eta: 1 day, 9:19:38, time: 0.979, data_time: 0.004, memory: 8482, top1_acc: 0.3642, top5_acc: 0.6038, loss_cls: 3.0444, loss: 3.0444, grad_norm: 1.6882 2020-10-09 14:45:59,273 - mmaction - INFO - Epoch [176][60/1413] lr: 1.364e-01, eta: 1 day, 9:19:01, time: 0.979, data_time: 0.002, memory: 8482, top1_acc: 0.3599, top5_acc: 0.6036, loss_cls: 3.0182, loss: 3.0182, grad_norm: 1.6850 2020-10-09 14:46:18,962 - mmaction - INFO - Epoch [176][80/1413] lr: 1.364e-01, eta: 1 day, 9:18:25, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3538, top5_acc: 0.5969, loss_cls: 3.0621, loss: 3.0621, grad_norm: 1.7297 2020-10-09 14:46:38,644 - mmaction - INFO - Epoch [176][100/1413] lr: 1.364e-01, eta: 1 day, 9:17:50, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3586, top5_acc: 0.6003, loss_cls: 3.0613, loss: 3.0613, grad_norm: 1.6895 2020-10-09 14:46:58,317 - mmaction - INFO - Epoch [176][120/1413] lr: 1.364e-01, eta: 1 day, 9:17:14, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3474, top5_acc: 0.5958, loss_cls: 3.0929, loss: 3.0929, grad_norm: 1.7200 2020-10-09 14:47:18,005 - mmaction - INFO - Epoch [176][140/1413] lr: 1.364e-01, eta: 1 day, 9:16:38, time: 0.984, data_time: 0.001, memory: 8482, top1_acc: 0.3497, top5_acc: 0.5902, loss_cls: 3.0813, loss: 3.0813, grad_norm: 1.7177 2020-10-09 14:47:37,693 - mmaction - INFO - Epoch [176][160/1413] lr: 1.364e-01, eta: 1 day, 9:16:03, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3629, top5_acc: 0.5997, loss_cls: 3.0353, loss: 3.0353, grad_norm: 1.6990 2020-10-09 14:47:57,458 - mmaction - INFO - Epoch [176][180/1413] lr: 1.364e-01, eta: 1 day, 9:15:29, time: 0.989, data_time: 0.003, memory: 8482, top1_acc: 0.3673, top5_acc: 0.6108, loss_cls: 3.0106, loss: 3.0106, grad_norm: 1.6864 2020-10-09 14:48:17,175 - mmaction - INFO - Epoch [176][200/1413] lr: 1.364e-01, eta: 1 day, 9:14:54, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3574, top5_acc: 0.5984, loss_cls: 3.0405, loss: 3.0405, grad_norm: 1.7288 2020-10-09 14:48:36,884 - mmaction - INFO - Epoch [176][220/1413] lr: 1.364e-01, eta: 1 day, 9:14:19, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3565, top5_acc: 0.5941, loss_cls: 3.0904, loss: 3.0904, grad_norm: 1.7244 2020-10-09 14:48:56,592 - mmaction - INFO - Epoch [176][240/1413] lr: 1.364e-01, eta: 1 day, 9:13:44, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3587, top5_acc: 0.6007, loss_cls: 3.0562, loss: 3.0562, grad_norm: 1.7147 2020-10-09 14:49:16,225 - mmaction - INFO - Epoch [176][260/1413] lr: 1.364e-01, eta: 1 day, 9:13:08, time: 0.980, data_time: 0.001, memory: 8482, top1_acc: 0.3591, top5_acc: 0.5953, loss_cls: 3.0594, loss: 3.0594, grad_norm: 1.6844 2020-10-09 14:49:35,922 - mmaction - INFO - Epoch [176][280/1413] lr: 1.364e-01, eta: 1 day, 9:12:33, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3624, top5_acc: 0.5983, loss_cls: 3.0437, loss: 3.0437, grad_norm: 1.7047 2020-10-09 14:49:55,693 - mmaction - INFO - Epoch [176][300/1413] lr: 1.364e-01, eta: 1 day, 9:11:59, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.3538, top5_acc: 0.6070, loss_cls: 3.0372, loss: 3.0372, grad_norm: 1.6906 2020-10-09 14:50:15,416 - mmaction - INFO - Epoch [176][320/1413] lr: 1.364e-01, eta: 1 day, 9:11:24, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3607, top5_acc: 0.6036, loss_cls: 3.0325, loss: 3.0325, grad_norm: 1.7182 2020-10-09 14:50:35,066 - mmaction - INFO - Epoch [176][340/1413] lr: 1.364e-01, eta: 1 day, 9:10:49, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3646, top5_acc: 0.6079, loss_cls: 3.0235, loss: 3.0235, grad_norm: 1.7023 2020-10-09 14:50:54,853 - mmaction - INFO - Epoch [176][360/1413] lr: 1.364e-01, eta: 1 day, 9:10:15, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.3559, top5_acc: 0.5996, loss_cls: 3.0623, loss: 3.0623, grad_norm: 1.7202 2020-10-09 14:51:14,575 - mmaction - INFO - Epoch [176][380/1413] lr: 1.364e-01, eta: 1 day, 9:09:41, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.3549, top5_acc: 0.6007, loss_cls: 3.0697, loss: 3.0697, grad_norm: 1.7313 2020-10-09 14:51:34,286 - mmaction - INFO - Epoch [176][400/1413] lr: 1.364e-01, eta: 1 day, 9:09:06, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3509, top5_acc: 0.5839, loss_cls: 3.0910, loss: 3.0910, grad_norm: 1.7142 2020-10-09 14:51:54,044 - mmaction - INFO - Epoch [176][420/1413] lr: 1.364e-01, eta: 1 day, 9:08:32, time: 0.989, data_time: 0.003, memory: 8482, top1_acc: 0.3583, top5_acc: 0.6039, loss_cls: 3.0533, loss: 3.0533, grad_norm: 1.6959 2020-10-09 14:52:13,714 - mmaction - INFO - Epoch [176][440/1413] lr: 1.364e-01, eta: 1 day, 9:07:58, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3521, top5_acc: 0.5986, loss_cls: 3.0748, loss: 3.0748, grad_norm: 1.7285 2020-10-09 14:52:33,426 - mmaction - INFO - Epoch [176][460/1413] lr: 1.364e-01, eta: 1 day, 9:07:23, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3613, top5_acc: 0.6025, loss_cls: 3.0150, loss: 3.0150, grad_norm: 1.6951 2020-10-09 14:52:53,072 - mmaction - INFO - Epoch [176][480/1413] lr: 1.364e-01, eta: 1 day, 9:06:48, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3609, top5_acc: 0.6030, loss_cls: 3.0344, loss: 3.0344, grad_norm: 1.7123 2020-10-09 14:53:12,770 - mmaction - INFO - Epoch [176][500/1413] lr: 1.364e-01, eta: 1 day, 9:06:14, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3548, top5_acc: 0.5943, loss_cls: 3.0731, loss: 3.0731, grad_norm: 1.7219 2020-10-09 14:53:32,436 - mmaction - INFO - Epoch [176][520/1413] lr: 1.364e-01, eta: 1 day, 9:05:40, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3589, top5_acc: 0.6064, loss_cls: 3.0421, loss: 3.0421, grad_norm: 1.7075 2020-10-09 14:53:52,145 - mmaction - INFO - Epoch [176][540/1413] lr: 1.364e-01, eta: 1 day, 9:05:06, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3523, top5_acc: 0.6005, loss_cls: 3.0630, loss: 3.0630, grad_norm: 1.7360 2020-10-09 14:54:11,837 - mmaction - INFO - Epoch [176][560/1413] lr: 1.364e-01, eta: 1 day, 9:04:31, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3557, top5_acc: 0.5964, loss_cls: 3.0633, loss: 3.0633, grad_norm: 1.7204 2020-10-09 14:54:31,530 - mmaction - INFO - Epoch [176][580/1413] lr: 1.364e-01, eta: 1 day, 9:03:57, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3560, top5_acc: 0.6027, loss_cls: 3.0673, loss: 3.0673, grad_norm: 1.7057 2020-10-09 14:54:51,279 - mmaction - INFO - Epoch [176][600/1413] lr: 1.364e-01, eta: 1 day, 9:03:24, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 3.0374, loss: 3.0374, grad_norm: 1.7007 2020-10-09 14:55:11,006 - mmaction - INFO - Epoch [176][620/1413] lr: 1.364e-01, eta: 1 day, 9:02:50, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3564, top5_acc: 0.5975, loss_cls: 3.0791, loss: 3.0791, grad_norm: 1.7303 2020-10-09 14:55:30,789 - mmaction - INFO - Epoch [176][640/1413] lr: 1.364e-01, eta: 1 day, 9:02:17, time: 0.989, data_time: 0.002, memory: 8482, top1_acc: 0.3540, top5_acc: 0.5947, loss_cls: 3.0716, loss: 3.0716, grad_norm: 1.6885 2020-10-09 14:55:50,670 - mmaction - INFO - Epoch [176][660/1413] lr: 1.364e-01, eta: 1 day, 9:01:45, time: 0.993, data_time: 0.002, memory: 8482, top1_acc: 0.3504, top5_acc: 0.5909, loss_cls: 3.0916, loss: 3.0916, grad_norm: 1.7007 2020-10-09 14:56:10,319 - mmaction - INFO - Epoch [176][680/1413] lr: 1.364e-01, eta: 1 day, 9:01:11, time: 0.983, data_time: 0.002, memory: 8482, top1_acc: 0.3598, top5_acc: 0.5997, loss_cls: 3.0630, loss: 3.0630, grad_norm: 1.7105 2020-10-09 14:56:30,068 - mmaction - INFO - Epoch [176][700/1413] lr: 1.364e-01, eta: 1 day, 9:00:37, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3582, top5_acc: 0.5982, loss_cls: 3.0551, loss: 3.0551, grad_norm: 1.7047 2020-10-09 14:56:49,807 - mmaction - INFO - Epoch [176][720/1413] lr: 1.364e-01, eta: 1 day, 9:00:04, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.3620, top5_acc: 0.6042, loss_cls: 3.0280, loss: 3.0280, grad_norm: 1.7271 2020-10-09 14:57:09,534 - mmaction - INFO - Epoch [176][740/1413] lr: 1.364e-01, eta: 1 day, 8:59:31, time: 0.985, data_time: 0.002, memory: 8482, top1_acc: 0.3589, top5_acc: 0.5924, loss_cls: 3.1005, loss: 3.1005, grad_norm: 1.7214 2020-10-09 14:57:29,199 - mmaction - INFO - Epoch [176][760/1413] lr: 1.364e-01, eta: 1 day, 8:58:57, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3493, top5_acc: 0.5945, loss_cls: 3.1016, loss: 3.1016, grad_norm: 1.7045 2020-10-09 14:57:48,981 - mmaction - INFO - Epoch [176][780/1413] lr: 1.364e-01, eta: 1 day, 8:58:24, time: 0.988, data_time: 0.001, memory: 8482, top1_acc: 0.3634, top5_acc: 0.6072, loss_cls: 2.9985, loss: 2.9985, grad_norm: 1.6991 2020-10-09 14:58:08,739 - mmaction - INFO - Epoch [176][800/1413] lr: 1.364e-01, eta: 1 day, 8:57:51, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3517, top5_acc: 0.5973, loss_cls: 3.0982, loss: 3.0982, grad_norm: 1.7419 2020-10-09 14:58:28,510 - mmaction - INFO - Epoch [176][820/1413] lr: 1.364e-01, eta: 1 day, 8:57:19, time: 0.991, data_time: 0.004, memory: 8482, top1_acc: 0.3484, top5_acc: 0.5975, loss_cls: 3.0658, loss: 3.0658, grad_norm: 1.7077 2020-10-09 14:58:48,241 - mmaction - INFO - Epoch [176][840/1413] lr: 1.364e-01, eta: 1 day, 8:56:46, time: 0.985, data_time: 0.001, memory: 8482, top1_acc: 0.3656, top5_acc: 0.6069, loss_cls: 3.0128, loss: 3.0128, grad_norm: 1.6822 2020-10-09 14:59:07,951 - mmaction - INFO - Epoch [176][860/1413] lr: 1.364e-01, eta: 1 day, 8:56:12, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3590, top5_acc: 0.6005, loss_cls: 3.0433, loss: 3.0433, grad_norm: 1.7114 2020-10-09 14:59:27,603 - mmaction - INFO - Epoch [176][880/1413] lr: 1.364e-01, eta: 1 day, 8:55:38, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3564, top5_acc: 0.5938, loss_cls: 3.0769, loss: 3.0769, grad_norm: 1.7185 2020-10-09 14:59:47,343 - mmaction - INFO - Epoch [176][900/1413] lr: 1.364e-01, eta: 1 day, 8:55:06, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.3538, top5_acc: 0.6052, loss_cls: 3.0540, loss: 3.0540, grad_norm: 1.7051 2020-10-09 15:00:08,258 - mmaction - INFO - Epoch [176][920/1413] lr: 1.364e-01, eta: 1 day, 8:54:45, time: 1.045, data_time: 0.002, memory: 8482, top1_acc: 0.3561, top5_acc: 0.6083, loss_cls: 3.0474, loss: 3.0474, grad_norm: 1.7342 2020-10-09 15:00:27,940 - mmaction - INFO - Epoch [176][940/1413] lr: 1.364e-01, eta: 1 day, 8:54:12, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3525, top5_acc: 0.5964, loss_cls: 3.0908, loss: 3.0908, grad_norm: 1.7344 2020-10-09 15:00:47,655 - mmaction - INFO - Epoch [176][960/1413] lr: 1.364e-01, eta: 1 day, 8:53:39, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3667, top5_acc: 0.5980, loss_cls: 3.0349, loss: 3.0349, grad_norm: 1.7122 2020-10-09 15:01:07,388 - mmaction - INFO - Epoch [176][980/1413] lr: 1.364e-01, eta: 1 day, 8:53:06, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.3625, top5_acc: 0.6078, loss_cls: 3.0019, loss: 3.0019, grad_norm: 1.7039 2020-10-09 15:01:27,085 - mmaction - INFO - Epoch [176][1000/1413] lr: 1.364e-01, eta: 1 day, 8:52:33, time: 0.985, data_time: 0.003, memory: 8482, top1_acc: 0.3522, top5_acc: 0.6082, loss_cls: 3.0348, loss: 3.0348, grad_norm: 1.7296 2020-10-09 15:01:46,812 - mmaction - INFO - Epoch [176][1020/1413] lr: 1.364e-01, eta: 1 day, 8:52:01, time: 0.987, data_time: 0.002, memory: 8482, top1_acc: 0.3651, top5_acc: 0.6029, loss_cls: 3.0492, loss: 3.0492, grad_norm: 1.7139 2020-10-09 15:02:06,600 - mmaction - INFO - Epoch [176][1040/1413] lr: 1.364e-01, eta: 1 day, 8:51:29, time: 0.989, data_time: 0.001, memory: 8482, top1_acc: 0.3469, top5_acc: 0.5922, loss_cls: 3.1182, loss: 3.1182, grad_norm: 1.7330 2020-10-09 15:02:26,287 - mmaction - INFO - Epoch [176][1060/1413] lr: 1.364e-01, eta: 1 day, 8:50:55, time: 0.984, data_time: 0.002, memory: 8482, top1_acc: 0.3600, top5_acc: 0.6005, loss_cls: 3.0575, loss: 3.0575, grad_norm: 1.7119 2020-10-09 15:02:45,952 - mmaction - INFO - Epoch [176][1080/1413] lr: 1.364e-01, eta: 1 day, 8:50:22, time: 0.983, data_time: 0.003, memory: 8482, top1_acc: 0.3585, top5_acc: 0.5980, loss_cls: 3.0705, loss: 3.0705, grad_norm: 1.7197 2020-10-09 15:03:05,697 - mmaction - INFO - Epoch [176][1100/1413] lr: 1.364e-01, eta: 1 day, 8:49:50, time: 0.988, data_time: 0.003, memory: 8482, top1_acc: 0.3544, top5_acc: 0.5974, loss_cls: 3.0652, loss: 3.0652, grad_norm: 1.7129 2020-10-09 15:03:25,353 - mmaction - INFO - Epoch [176][1120/1413] lr: 1.364e-01, eta: 1 day, 8:49:17, time: 0.982, data_time: 0.002, memory: 8482, top1_acc: 0.3547, top5_acc: 0.5952, loss_cls: 3.0641, loss: 3.0641, grad_norm: 1.7097 2020-10-09 15:03:45,052 - mmaction - INFO - Epoch [176][1140/1413] lr: 1.364e-01, eta: 1 day, 8:48:44, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3505, top5_acc: 0.5923, loss_cls: 3.1301, loss: 3.1301, grad_norm: 1.7272 2020-10-09 15:04:04,822 - mmaction - INFO - Epoch [176][1160/1413] lr: 1.364e-01, eta: 1 day, 8:48:12, time: 0.988, data_time: 0.001, memory: 8482, top1_acc: 0.3566, top5_acc: 0.6049, loss_cls: 3.0478, loss: 3.0478, grad_norm: 1.7056 2020-10-09 15:04:24,587 - mmaction - INFO - Epoch [176][1180/1413] lr: 1.364e-01, eta: 1 day, 8:47:40, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3546, top5_acc: 0.6005, loss_cls: 3.0537, loss: 3.0537, grad_norm: 1.7243 2020-10-09 15:04:44,297 - mmaction - INFO - Epoch [176][1200/1413] lr: 1.364e-01, eta: 1 day, 8:47:08, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3534, top5_acc: 0.5957, loss_cls: 3.0703, loss: 3.0703, grad_norm: 1.7066 2020-10-09 15:05:04,021 - mmaction - INFO - Epoch [176][1220/1413] lr: 1.364e-01, eta: 1 day, 8:46:36, time: 0.986, data_time: 0.002, memory: 8482, top1_acc: 0.3585, top5_acc: 0.5896, loss_cls: 3.0905, loss: 3.0905, grad_norm: 1.7189 2020-10-09 15:05:23,763 - mmaction - INFO - Epoch [176][1240/1413] lr: 1.364e-01, eta: 1 day, 8:46:04, time: 0.987, data_time: 0.003, memory: 8482, top1_acc: 0.3602, top5_acc: 0.5971, loss_cls: 3.0600, loss: 3.0600, grad_norm: 1.7056 2020-10-09 15:05:43,444 - mmaction - INFO - Epoch [176][1260/1413] lr: 1.364e-01, eta: 1 day, 8:45:31, time: 0.984, data_time: 0.004, memory: 8482, top1_acc: 0.3523, top5_acc: 0.5931, loss_cls: 3.0891, loss: 3.0891, grad_norm: 1.7236 2020-10-09 15:06:03,128 - mmaction - INFO - Epoch [176][1280/1413] lr: 1.364e-01, eta: 1 day, 8:44:59, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3583, top5_acc: 0.5984, loss_cls: 3.0526, loss: 3.0526, grad_norm: 1.6955 2020-10-09 15:06:22,827 - mmaction - INFO - Epoch [176][1300/1413] lr: 1.364e-01, eta: 1 day, 8:44:26, time: 0.983, data_time: 0.001, memory: 8482, top1_acc: 0.3582, top5_acc: 0.5953, loss_cls: 3.0877, loss: 3.0877, grad_norm: 1.7180 2020-10-09 15:06:42,513 - mmaction - INFO - Epoch [176][1320/1413] lr: 1.364e-01, eta: 1 day, 8:43:54, time: 0.984, data_time: 0.003, memory: 8482, top1_acc: 0.3517, top5_acc: 0.5940, loss_cls: 3.1002, loss: 3.1002, grad_norm: 1.6996 2020-10-09 15:07:02,211 - mmaction - INFO - Epoch [176][1340/1413] lr: 1.364e-01, eta: 1 day, 8:43:22, time: 0.986, data_time: 0.003, memory: 8482, top1_acc: 0.3596, top5_acc: 0.5973, loss_cls: 3.0544, loss: 3.0544, grad_norm: 1.7167 2020-10-09 15:07:21,949 - mmaction - INFO - Epoch [176][1360/1413] lr: 1.364e-01, eta: 1 day, 8:42:50, time: 0.986, data_time: 0.001, memory: 8482, top1_acc: 0.3604, top5_acc: 0.6022, loss_cls: 3.0500, loss: 3.0500, grad_norm: 1.7013 2020-10-09 15:07:41,684 - mmaction - INFO - Epoch [176][1380/1413] lr: 1.364e-01, eta: 1 day, 8:42:18, time: 0.988, data_time: 0.002, memory: 8482, top1_acc: 0.3643, top5_acc: 0.6095, loss_cls: 3.0208, loss: 3.0208, grad_norm: 1.7259 2020-10-09 15:08:01,462 - mmaction - INFO - Epoch [176][1400/1413] lr: 1.364e-01, eta: 1 day, 8:41:47, time: 0.988, data_time: 0.001, memory: 8482, top1_acc: 0.3514, top5_acc: 0.6029, loss_cls: 3.0583, loss: 3.0583, grad_norm: 1.7329 2020-10-09 15:08:15,864 - mmaction - INFO - Saving checkpoint at 176 epochs 2020-10-09 15:09:42,871 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-09 15:09:45,442 - mmaction - INFO - top1_acc 0.3708 top5_acc 0.6217 2020-10-09 15:09:45,442 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-09 15:09:45,565 - mmaction - INFO - mean_acc 0.3707 2020-10-09 15:09:45,565 - mmaction - INFO - Now best checkpoint is epoch_176.pth 2020-10-09 15:09:45,599 - mmaction - INFO - Epoch(val) [176][1413] top1_acc: 0.3708, top5_acc: 0.6217, mean_class_accuracy: 0.3707 2020-10-09 15:10:32,310 - mmaction - INFO - Epoch [177][20/1413] lr: 1.333e-01, eta: 1 day, 8:43:15, time: 2.333, data_time: 1.218, memory: 8482, top1_acc: 0.3562, top5_acc: 0.6034, loss_cls: 3.0305, loss: 3.0305, grad_norm: 1.7322 2020-10-09 15:10:51,579 - mmaction - INFO - Epoch [177][40/1413] lr: 1.333e-01, eta: 1 day, 8:42:39, time: 0.964, data_time: 0.003, memory: 8482, top1_acc: 0.3491, top5_acc: 0.5966, loss_cls: 3.0846, loss: 3.0846, grad_norm: 1.7141 2020-10-09 15:11:10,916 - mmaction - INFO - Epoch [177][60/1413] lr: 1.333e-01, eta: 1 day, 8:42:03, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3578, top5_acc: 0.6033, loss_cls: 3.0273, loss: 3.0273, grad_norm: 1.7271 2020-10-09 15:11:30,287 - mmaction - INFO - Epoch [177][80/1413] lr: 1.333e-01, eta: 1 day, 8:41:28, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3534, top5_acc: 0.6004, loss_cls: 3.0472, loss: 3.0472, grad_norm: 1.7584 2020-10-09 15:11:49,631 - mmaction - INFO - Epoch [177][100/1413] lr: 1.333e-01, eta: 1 day, 8:40:52, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3557, top5_acc: 0.6029, loss_cls: 3.0465, loss: 3.0465, grad_norm: 1.6928 2020-10-09 15:12:09,041 - mmaction - INFO - Epoch [177][120/1413] lr: 1.333e-01, eta: 1 day, 8:40:17, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3607, top5_acc: 0.6073, loss_cls: 3.0307, loss: 3.0307, grad_norm: 1.7538 2020-10-09 15:12:28,412 - mmaction - INFO - Epoch [177][140/1413] lr: 1.333e-01, eta: 1 day, 8:39:42, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3698, top5_acc: 0.6076, loss_cls: 3.0071, loss: 3.0071, grad_norm: 1.7052 2020-10-09 15:12:47,794 - mmaction - INFO - Epoch [177][160/1413] lr: 1.333e-01, eta: 1 day, 8:39:06, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3634, top5_acc: 0.6091, loss_cls: 3.0103, loss: 3.0103, grad_norm: 1.7202 2020-10-09 15:13:07,173 - mmaction - INFO - Epoch [177][180/1413] lr: 1.333e-01, eta: 1 day, 8:38:32, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3707, top5_acc: 0.6052, loss_cls: 2.9935, loss: 2.9935, grad_norm: 1.7087 2020-10-09 15:13:26,509 - mmaction - INFO - Epoch [177][200/1413] lr: 1.333e-01, eta: 1 day, 8:37:56, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3630, top5_acc: 0.6079, loss_cls: 3.0151, loss: 3.0151, grad_norm: 1.7358 2020-10-09 15:13:45,962 - mmaction - INFO - Epoch [177][220/1413] lr: 1.333e-01, eta: 1 day, 8:37:22, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3646, top5_acc: 0.6005, loss_cls: 2.9965, loss: 2.9965, grad_norm: 1.7153 2020-10-09 15:14:05,394 - mmaction - INFO - Epoch [177][240/1413] lr: 1.333e-01, eta: 1 day, 8:36:47, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3566, top5_acc: 0.5975, loss_cls: 3.0771, loss: 3.0771, grad_norm: 1.7230 2020-10-09 15:14:24,789 - mmaction - INFO - Epoch [177][260/1413] lr: 1.333e-01, eta: 1 day, 8:36:13, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3595, top5_acc: 0.5908, loss_cls: 3.0892, loss: 3.0892, grad_norm: 1.7001 2020-10-09 15:14:44,215 - mmaction - INFO - Epoch [177][280/1413] lr: 1.333e-01, eta: 1 day, 8:35:38, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3622, top5_acc: 0.5919, loss_cls: 3.0514, loss: 3.0514, grad_norm: 1.7316 2020-10-09 15:15:03,687 - mmaction - INFO - Epoch [177][300/1413] lr: 1.333e-01, eta: 1 day, 8:35:05, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3633, top5_acc: 0.6026, loss_cls: 3.0560, loss: 3.0560, grad_norm: 1.7538 2020-10-09 15:15:23,075 - mmaction - INFO - Epoch [177][320/1413] lr: 1.333e-01, eta: 1 day, 8:34:30, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3724, top5_acc: 0.6057, loss_cls: 3.0045, loss: 3.0045, grad_norm: 1.7281 2020-10-09 15:15:42,450 - mmaction - INFO - Epoch [177][340/1413] lr: 1.333e-01, eta: 1 day, 8:33:55, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3577, top5_acc: 0.5993, loss_cls: 3.0535, loss: 3.0535, grad_norm: 1.7135 2020-10-09 15:16:01,839 - mmaction - INFO - Epoch [177][360/1413] lr: 1.333e-01, eta: 1 day, 8:33:21, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3566, top5_acc: 0.5923, loss_cls: 3.0602, loss: 3.0602, grad_norm: 1.7313 2020-10-09 15:16:21,200 - mmaction - INFO - Epoch [177][380/1413] lr: 1.333e-01, eta: 1 day, 8:32:46, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3596, top5_acc: 0.6021, loss_cls: 3.0453, loss: 3.0453, grad_norm: 1.7275 2020-10-09 15:16:40,574 - mmaction - INFO - Epoch [177][400/1413] lr: 1.333e-01, eta: 1 day, 8:32:12, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3655, top5_acc: 0.6013, loss_cls: 3.0353, loss: 3.0353, grad_norm: 1.7452 2020-10-09 15:16:59,976 - mmaction - INFO - Epoch [177][420/1413] lr: 1.333e-01, eta: 1 day, 8:31:38, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3651, top5_acc: 0.5948, loss_cls: 3.0632, loss: 3.0632, grad_norm: 1.7298 2020-10-09 15:17:19,375 - mmaction - INFO - Epoch [177][440/1413] lr: 1.333e-01, eta: 1 day, 8:31:03, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3573, top5_acc: 0.5991, loss_cls: 3.0895, loss: 3.0895, grad_norm: 1.7551 2020-10-09 15:17:38,797 - mmaction - INFO - Epoch [177][460/1413] lr: 1.333e-01, eta: 1 day, 8:30:29, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3648, top5_acc: 0.6132, loss_cls: 2.9979, loss: 2.9979, grad_norm: 1.7183 2020-10-09 15:17:58,181 - mmaction - INFO - Epoch [177][480/1413] lr: 1.333e-01, eta: 1 day, 8:29:55, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3531, top5_acc: 0.5892, loss_cls: 3.0783, loss: 3.0783, grad_norm: 1.7479 2020-10-09 15:18:17,562 - mmaction - INFO - Epoch [177][500/1413] lr: 1.333e-01, eta: 1 day, 8:29:21, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3556, top5_acc: 0.6025, loss_cls: 3.0392, loss: 3.0392, grad_norm: 1.7242 2020-10-09 15:18:36,976 - mmaction - INFO - Epoch [177][520/1413] lr: 1.333e-01, eta: 1 day, 8:28:47, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3685, top5_acc: 0.6100, loss_cls: 3.0127, loss: 3.0127, grad_norm: 1.7301 2020-10-09 15:18:56,380 - mmaction - INFO - Epoch [177][540/1413] lr: 1.333e-01, eta: 1 day, 8:28:13, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3569, top5_acc: 0.6025, loss_cls: 3.0159, loss: 3.0159, grad_norm: 1.7096 2020-10-09 15:19:15,783 - mmaction - INFO - Epoch [177][560/1413] lr: 1.333e-01, eta: 1 day, 8:27:39, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3533, top5_acc: 0.5973, loss_cls: 3.0631, loss: 3.0631, grad_norm: 1.7441 2020-10-09 15:19:35,193 - mmaction - INFO - Epoch [177][580/1413] lr: 1.333e-01, eta: 1 day, 8:27:06, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3561, top5_acc: 0.5940, loss_cls: 3.0802, loss: 3.0802, grad_norm: 1.7087 2020-10-09 15:19:54,551 - mmaction - INFO - Epoch [177][600/1413] lr: 1.333e-01, eta: 1 day, 8:26:31, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3552, top5_acc: 0.6008, loss_cls: 3.0652, loss: 3.0652, grad_norm: 1.7239 2020-10-09 15:20:13,949 - mmaction - INFO - Epoch [177][620/1413] lr: 1.333e-01, eta: 1 day, 8:25:58, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3525, top5_acc: 0.6035, loss_cls: 3.0879, loss: 3.0879, grad_norm: 1.7538 2020-10-09 15:20:33,332 - mmaction - INFO - Epoch [177][640/1413] lr: 1.333e-01, eta: 1 day, 8:25:24, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3734, top5_acc: 0.6172, loss_cls: 2.9611, loss: 2.9611, grad_norm: 1.7375 2020-10-09 15:20:52,732 - mmaction - INFO - Epoch [177][660/1413] lr: 1.333e-01, eta: 1 day, 8:24:50, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3551, top5_acc: 0.5923, loss_cls: 3.0768, loss: 3.0768, grad_norm: 1.7389 2020-10-09 15:21:12,131 - mmaction - INFO - Epoch [177][680/1413] lr: 1.333e-01, eta: 1 day, 8:24:16, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3566, top5_acc: 0.5965, loss_cls: 3.0647, loss: 3.0647, grad_norm: 1.7189 2020-10-09 15:21:31,501 - mmaction - INFO - Epoch [177][700/1413] lr: 1.333e-01, eta: 1 day, 8:23:43, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3618, top5_acc: 0.6072, loss_cls: 3.0238, loss: 3.0238, grad_norm: 1.7363 2020-10-09 15:21:50,872 - mmaction - INFO - Epoch [177][720/1413] lr: 1.333e-01, eta: 1 day, 8:23:09, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3547, top5_acc: 0.5952, loss_cls: 3.0711, loss: 3.0711, grad_norm: 1.7207 2020-10-09 15:22:10,212 - mmaction - INFO - Epoch [177][740/1413] lr: 1.333e-01, eta: 1 day, 8:22:35, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3531, top5_acc: 0.6044, loss_cls: 3.0570, loss: 3.0570, grad_norm: 1.7721 2020-10-09 15:22:29,585 - mmaction - INFO - Epoch [177][760/1413] lr: 1.333e-01, eta: 1 day, 8:22:01, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3582, top5_acc: 0.5986, loss_cls: 3.0418, loss: 3.0418, grad_norm: 1.7595 2020-10-09 15:22:48,961 - mmaction - INFO - Epoch [177][780/1413] lr: 1.333e-01, eta: 1 day, 8:21:28, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3720, top5_acc: 0.6120, loss_cls: 2.9784, loss: 2.9784, grad_norm: 1.7181 2020-10-09 15:23:08,347 - mmaction - INFO - Epoch [177][800/1413] lr: 1.333e-01, eta: 1 day, 8:20:54, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3568, top5_acc: 0.5964, loss_cls: 3.0697, loss: 3.0697, grad_norm: 1.7710 2020-10-09 15:23:27,681 - mmaction - INFO - Epoch [177][820/1413] lr: 1.333e-01, eta: 1 day, 8:20:21, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3522, top5_acc: 0.5978, loss_cls: 3.0638, loss: 3.0638, grad_norm: 1.7292 2020-10-09 15:23:47,056 - mmaction - INFO - Epoch [177][840/1413] lr: 1.333e-01, eta: 1 day, 8:19:47, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3565, top5_acc: 0.5979, loss_cls: 3.0718, loss: 3.0718, grad_norm: 1.7403 2020-10-09 15:24:06,458 - mmaction - INFO - Epoch [177][860/1413] lr: 1.333e-01, eta: 1 day, 8:19:14, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3674, top5_acc: 0.6074, loss_cls: 3.0204, loss: 3.0204, grad_norm: 1.7400 2020-10-09 15:24:25,890 - mmaction - INFO - Epoch [177][880/1413] lr: 1.333e-01, eta: 1 day, 8:18:41, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3639, top5_acc: 0.6008, loss_cls: 3.0594, loss: 3.0594, grad_norm: 1.7118 2020-10-09 15:24:45,264 - mmaction - INFO - Epoch [177][900/1413] lr: 1.333e-01, eta: 1 day, 8:18:08, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3600, top5_acc: 0.6009, loss_cls: 3.0440, loss: 3.0440, grad_norm: 1.7273 2020-10-09 15:25:04,656 - mmaction - INFO - Epoch [177][920/1413] lr: 1.333e-01, eta: 1 day, 8:17:35, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3582, top5_acc: 0.6076, loss_cls: 3.0121, loss: 3.0121, grad_norm: 1.7266 2020-10-09 15:25:24,097 - mmaction - INFO - Epoch [177][940/1413] lr: 1.333e-01, eta: 1 day, 8:17:02, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3658, top5_acc: 0.6082, loss_cls: 3.0205, loss: 3.0205, grad_norm: 1.7177 2020-10-09 15:25:43,446 - mmaction - INFO - Epoch [177][960/1413] lr: 1.333e-01, eta: 1 day, 8:16:29, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.3621, top5_acc: 0.6009, loss_cls: 3.0389, loss: 3.0389, grad_norm: 1.7255 2020-10-09 15:26:02,918 - mmaction - INFO - Epoch [177][980/1413] lr: 1.333e-01, eta: 1 day, 8:15:56, time: 0.974, data_time: 0.003, memory: 8482, top1_acc: 0.3538, top5_acc: 0.5951, loss_cls: 3.0579, loss: 3.0579, grad_norm: 1.7377 2020-10-09 15:26:22,249 - mmaction - INFO - Epoch [177][1000/1413] lr: 1.333e-01, eta: 1 day, 8:15:23, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3543, top5_acc: 0.6005, loss_cls: 3.0757, loss: 3.0757, grad_norm: 1.7533 2020-10-09 15:26:41,660 - mmaction - INFO - Epoch [177][1020/1413] lr: 1.333e-01, eta: 1 day, 8:14:50, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3557, top5_acc: 0.6010, loss_cls: 3.0547, loss: 3.0547, grad_norm: 1.7152 2020-10-09 15:27:01,069 - mmaction - INFO - Epoch [177][1040/1413] lr: 1.333e-01, eta: 1 day, 8:14:17, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3539, top5_acc: 0.5982, loss_cls: 3.0546, loss: 3.0546, grad_norm: 1.7437 2020-10-09 15:27:20,511 - mmaction - INFO - Epoch [177][1060/1413] lr: 1.333e-01, eta: 1 day, 8:13:45, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3635, top5_acc: 0.5934, loss_cls: 3.0695, loss: 3.0695, grad_norm: 1.7384 2020-10-09 15:27:39,892 - mmaction - INFO - Epoch [177][1080/1413] lr: 1.333e-01, eta: 1 day, 8:13:12, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3677, top5_acc: 0.6046, loss_cls: 3.0018, loss: 3.0018, grad_norm: 1.7548 2020-10-09 15:27:59,273 - mmaction - INFO - Epoch [177][1100/1413] lr: 1.333e-01, eta: 1 day, 8:12:40, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3628, top5_acc: 0.6048, loss_cls: 3.0016, loss: 3.0016, grad_norm: 1.7349 2020-10-09 15:28:18,615 - mmaction - INFO - Epoch [177][1120/1413] lr: 1.333e-01, eta: 1 day, 8:12:06, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3596, top5_acc: 0.5957, loss_cls: 3.0636, loss: 3.0636, grad_norm: 1.7321 2020-10-09 15:28:37,961 - mmaction - INFO - Epoch [177][1140/1413] lr: 1.333e-01, eta: 1 day, 8:11:33, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3596, top5_acc: 0.6003, loss_cls: 3.0553, loss: 3.0553, grad_norm: 1.7289 2020-10-09 15:28:57,340 - mmaction - INFO - Epoch [177][1160/1413] lr: 1.333e-01, eta: 1 day, 8:11:01, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3643, top5_acc: 0.6057, loss_cls: 3.0172, loss: 3.0172, grad_norm: 1.7510 2020-10-09 15:29:16,712 - mmaction - INFO - Epoch [177][1180/1413] lr: 1.333e-01, eta: 1 day, 8:10:28, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3508, top5_acc: 0.5878, loss_cls: 3.0901, loss: 3.0901, grad_norm: 1.7451 2020-10-09 15:29:36,083 - mmaction - INFO - Epoch [177][1200/1413] lr: 1.333e-01, eta: 1 day, 8:09:55, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3603, top5_acc: 0.6033, loss_cls: 3.0490, loss: 3.0490, grad_norm: 1.7287 2020-10-09 15:29:55,516 - mmaction - INFO - Epoch [177][1220/1413] lr: 1.333e-01, eta: 1 day, 8:09:23, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.3475, top5_acc: 0.5901, loss_cls: 3.0914, loss: 3.0914, grad_norm: 1.7603 2020-10-09 15:30:14,927 - mmaction - INFO - Epoch [177][1240/1413] lr: 1.333e-01, eta: 1 day, 8:08:51, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3646, top5_acc: 0.6082, loss_cls: 3.0290, loss: 3.0290, grad_norm: 1.7145 2020-10-09 15:30:34,269 - mmaction - INFO - Epoch [177][1260/1413] lr: 1.333e-01, eta: 1 day, 8:08:18, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3539, top5_acc: 0.5997, loss_cls: 3.0493, loss: 3.0493, grad_norm: 1.7338 2020-10-09 15:30:53,630 - mmaction - INFO - Epoch [177][1280/1413] lr: 1.333e-01, eta: 1 day, 8:07:45, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3603, top5_acc: 0.6009, loss_cls: 3.0461, loss: 3.0461, grad_norm: 1.7475 2020-10-09 15:31:13,004 - mmaction - INFO - Epoch [177][1300/1413] lr: 1.333e-01, eta: 1 day, 8:07:13, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3551, top5_acc: 0.5914, loss_cls: 3.0642, loss: 3.0642, grad_norm: 1.7555 2020-10-09 15:31:32,445 - mmaction - INFO - Epoch [177][1320/1413] lr: 1.333e-01, eta: 1 day, 8:06:41, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3654, top5_acc: 0.6017, loss_cls: 3.0284, loss: 3.0284, grad_norm: 1.7090 2020-10-09 15:31:51,796 - mmaction - INFO - Epoch [177][1340/1413] lr: 1.333e-01, eta: 1 day, 8:06:09, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3561, top5_acc: 0.5918, loss_cls: 3.0521, loss: 3.0521, grad_norm: 1.7393 2020-10-09 15:32:11,247 - mmaction - INFO - Epoch [177][1360/1413] lr: 1.333e-01, eta: 1 day, 8:05:37, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3539, top5_acc: 0.5971, loss_cls: 3.0391, loss: 3.0391, grad_norm: 1.7051 2020-10-09 15:32:30,641 - mmaction - INFO - Epoch [177][1380/1413] lr: 1.333e-01, eta: 1 day, 8:05:05, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3510, top5_acc: 0.5980, loss_cls: 3.0559, loss: 3.0559, grad_norm: 1.7613 2020-10-09 15:32:50,073 - mmaction - INFO - Epoch [177][1400/1413] lr: 1.333e-01, eta: 1 day, 8:04:33, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3487, top5_acc: 0.5938, loss_cls: 3.0737, loss: 3.0737, grad_norm: 1.7169 2020-10-09 15:33:54,623 - mmaction - INFO - Epoch [178][20/1413] lr: 1.303e-01, eta: 1 day, 8:06:32, time: 2.577, data_time: 1.561, memory: 8482, top1_acc: 0.3655, top5_acc: 0.6031, loss_cls: 3.0197, loss: 3.0197, grad_norm: 1.7504 2020-10-09 15:34:13,928 - mmaction - INFO - Epoch [178][40/1413] lr: 1.303e-01, eta: 1 day, 8:05:58, time: 0.965, data_time: 0.001, memory: 8482, top1_acc: 0.3629, top5_acc: 0.6047, loss_cls: 3.0343, loss: 3.0343, grad_norm: 1.7336 2020-10-09 15:34:33,254 - mmaction - INFO - Epoch [178][60/1413] lr: 1.303e-01, eta: 1 day, 8:05:26, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3665, top5_acc: 0.6062, loss_cls: 3.0004, loss: 3.0004, grad_norm: 1.7475 2020-10-09 15:34:52,584 - mmaction - INFO - Epoch [178][80/1413] lr: 1.303e-01, eta: 1 day, 8:04:53, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3576, top5_acc: 0.6027, loss_cls: 3.0474, loss: 3.0474, grad_norm: 1.7435 2020-10-09 15:35:11,982 - mmaction - INFO - Epoch [178][100/1413] lr: 1.303e-01, eta: 1 day, 8:04:21, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3628, top5_acc: 0.6076, loss_cls: 3.0009, loss: 3.0009, grad_norm: 1.7257 2020-10-09 15:35:31,394 - mmaction - INFO - Epoch [178][120/1413] lr: 1.303e-01, eta: 1 day, 8:03:49, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3680, top5_acc: 0.6053, loss_cls: 3.0069, loss: 3.0069, grad_norm: 1.7306 2020-10-09 15:35:50,784 - mmaction - INFO - Epoch [178][140/1413] lr: 1.303e-01, eta: 1 day, 8:03:17, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3681, top5_acc: 0.5973, loss_cls: 3.0285, loss: 3.0285, grad_norm: 1.7338 2020-10-09 15:36:10,207 - mmaction - INFO - Epoch [178][160/1413] lr: 1.303e-01, eta: 1 day, 8:02:45, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3645, top5_acc: 0.6061, loss_cls: 3.0170, loss: 3.0170, grad_norm: 1.7465 2020-10-09 15:36:29,529 - mmaction - INFO - Epoch [178][180/1413] lr: 1.303e-01, eta: 1 day, 8:02:12, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3607, top5_acc: 0.6022, loss_cls: 3.0342, loss: 3.0342, grad_norm: 1.7275 2020-10-09 15:36:48,961 - mmaction - INFO - Epoch [178][200/1413] lr: 1.303e-01, eta: 1 day, 8:01:41, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3637, top5_acc: 0.6036, loss_cls: 3.0349, loss: 3.0349, grad_norm: 1.7655 2020-10-09 15:37:08,371 - mmaction - INFO - Epoch [178][220/1413] lr: 1.303e-01, eta: 1 day, 8:01:09, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3661, top5_acc: 0.6125, loss_cls: 2.9789, loss: 2.9789, grad_norm: 1.7535 2020-10-09 15:37:27,743 - mmaction - INFO - Epoch [178][240/1413] lr: 1.303e-01, eta: 1 day, 8:00:37, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3560, top5_acc: 0.5944, loss_cls: 3.0765, loss: 3.0765, grad_norm: 1.7570 2020-10-09 15:37:47,151 - mmaction - INFO - Epoch [178][260/1413] lr: 1.303e-01, eta: 1 day, 8:00:05, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3568, top5_acc: 0.6038, loss_cls: 3.0412, loss: 3.0412, grad_norm: 1.7348 2020-10-09 15:38:06,620 - mmaction - INFO - Epoch [178][280/1413] lr: 1.303e-01, eta: 1 day, 7:59:34, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3505, top5_acc: 0.5935, loss_cls: 3.0692, loss: 3.0692, grad_norm: 1.7612 2020-10-09 15:38:26,019 - mmaction - INFO - Epoch [178][300/1413] lr: 1.303e-01, eta: 1 day, 7:59:02, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3697, top5_acc: 0.6081, loss_cls: 3.0075, loss: 3.0075, grad_norm: 1.7108 2020-10-09 15:38:45,499 - mmaction - INFO - Epoch [178][320/1413] lr: 1.303e-01, eta: 1 day, 7:58:31, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3651, top5_acc: 0.6141, loss_cls: 2.9940, loss: 2.9940, grad_norm: 1.7707 2020-10-09 15:39:04,960 - mmaction - INFO - Epoch [178][340/1413] lr: 1.303e-01, eta: 1 day, 7:58:00, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.3706, top5_acc: 0.6038, loss_cls: 3.0251, loss: 3.0251, grad_norm: 1.7297 2020-10-09 15:39:24,437 - mmaction - INFO - Epoch [178][360/1413] lr: 1.303e-01, eta: 1 day, 7:57:30, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.3660, top5_acc: 0.6066, loss_cls: 3.0212, loss: 3.0212, grad_norm: 1.7668 2020-10-09 15:39:43,856 - mmaction - INFO - Epoch [178][380/1413] lr: 1.303e-01, eta: 1 day, 7:56:58, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3572, top5_acc: 0.6048, loss_cls: 3.0222, loss: 3.0222, grad_norm: 1.7511 2020-10-09 15:40:03,294 - mmaction - INFO - Epoch [178][400/1413] lr: 1.303e-01, eta: 1 day, 7:56:27, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3616, top5_acc: 0.6086, loss_cls: 3.0022, loss: 3.0022, grad_norm: 1.7302 2020-10-09 15:40:22,744 - mmaction - INFO - Epoch [178][420/1413] lr: 1.303e-01, eta: 1 day, 7:55:56, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.3647, top5_acc: 0.6026, loss_cls: 3.0430, loss: 3.0430, grad_norm: 1.7500 2020-10-09 15:40:42,179 - mmaction - INFO - Epoch [178][440/1413] lr: 1.303e-01, eta: 1 day, 7:55:25, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3581, top5_acc: 0.5982, loss_cls: 3.0384, loss: 3.0384, grad_norm: 1.7588 2020-10-09 15:41:01,580 - mmaction - INFO - Epoch [178][460/1413] lr: 1.303e-01, eta: 1 day, 7:54:53, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3689, top5_acc: 0.6062, loss_cls: 2.9971, loss: 2.9971, grad_norm: 1.7480 2020-10-09 15:41:20,954 - mmaction - INFO - Epoch [178][480/1413] lr: 1.303e-01, eta: 1 day, 7:54:21, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3613, top5_acc: 0.6069, loss_cls: 3.0351, loss: 3.0351, grad_norm: 1.7808 2020-10-09 15:41:40,363 - mmaction - INFO - Epoch [178][500/1413] lr: 1.303e-01, eta: 1 day, 7:53:50, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3592, top5_acc: 0.6012, loss_cls: 3.0603, loss: 3.0603, grad_norm: 1.7577 2020-10-09 15:41:59,753 - mmaction - INFO - Epoch [178][520/1413] lr: 1.303e-01, eta: 1 day, 7:53:19, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3572, top5_acc: 0.6003, loss_cls: 3.0828, loss: 3.0828, grad_norm: 1.7282 2020-10-09 15:42:19,109 - mmaction - INFO - Epoch [178][540/1413] lr: 1.303e-01, eta: 1 day, 7:52:47, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3639, top5_acc: 0.5987, loss_cls: 3.0326, loss: 3.0326, grad_norm: 1.7408 2020-10-09 15:42:38,431 - mmaction - INFO - Epoch [178][560/1413] lr: 1.303e-01, eta: 1 day, 7:52:15, time: 0.965, data_time: 0.001, memory: 8482, top1_acc: 0.3690, top5_acc: 0.6090, loss_cls: 3.0090, loss: 3.0090, grad_norm: 1.7279 2020-10-09 15:42:57,859 - mmaction - INFO - Epoch [178][580/1413] lr: 1.303e-01, eta: 1 day, 7:51:44, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3563, top5_acc: 0.6003, loss_cls: 3.0548, loss: 3.0548, grad_norm: 1.7767 2020-10-09 15:43:17,200 - mmaction - INFO - Epoch [178][600/1413] lr: 1.303e-01, eta: 1 day, 7:51:13, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3509, top5_acc: 0.5952, loss_cls: 3.0389, loss: 3.0389, grad_norm: 1.7373 2020-10-09 15:43:36,545 - mmaction - INFO - Epoch [178][620/1413] lr: 1.303e-01, eta: 1 day, 7:50:41, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3615, top5_acc: 0.6029, loss_cls: 3.0246, loss: 3.0246, grad_norm: 1.7620 2020-10-09 15:43:55,954 - mmaction - INFO - Epoch [178][640/1413] lr: 1.303e-01, eta: 1 day, 7:50:10, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3564, top5_acc: 0.6035, loss_cls: 3.0255, loss: 3.0255, grad_norm: 1.7400 2020-10-09 15:44:15,339 - mmaction - INFO - Epoch [178][660/1413] lr: 1.303e-01, eta: 1 day, 7:49:39, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3677, top5_acc: 0.6124, loss_cls: 2.9901, loss: 2.9901, grad_norm: 1.7340 2020-10-09 15:44:34,711 - mmaction - INFO - Epoch [178][680/1413] lr: 1.303e-01, eta: 1 day, 7:49:08, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3612, top5_acc: 0.5935, loss_cls: 3.0661, loss: 3.0661, grad_norm: 1.7311 2020-10-09 15:44:54,131 - mmaction - INFO - Epoch [178][700/1413] lr: 1.303e-01, eta: 1 day, 7:48:37, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3617, top5_acc: 0.6031, loss_cls: 3.0108, loss: 3.0108, grad_norm: 1.7177 2020-10-09 15:45:13,583 - mmaction - INFO - Epoch [178][720/1413] lr: 1.303e-01, eta: 1 day, 7:48:06, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3632, top5_acc: 0.6001, loss_cls: 3.0499, loss: 3.0499, grad_norm: 1.7754 2020-10-09 15:45:33,038 - mmaction - INFO - Epoch [178][740/1413] lr: 1.303e-01, eta: 1 day, 7:47:36, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3650, top5_acc: 0.6009, loss_cls: 3.0341, loss: 3.0341, grad_norm: 1.7185 2020-10-09 15:45:52,452 - mmaction - INFO - Epoch [178][760/1413] lr: 1.303e-01, eta: 1 day, 7:47:05, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3581, top5_acc: 0.5900, loss_cls: 3.0717, loss: 3.0717, grad_norm: 1.7472 2020-10-09 15:46:11,930 - mmaction - INFO - Epoch [178][780/1413] lr: 1.303e-01, eta: 1 day, 7:46:35, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.3723, top5_acc: 0.6076, loss_cls: 2.9911, loss: 2.9911, grad_norm: 1.7356 2020-10-09 15:46:31,379 - mmaction - INFO - Epoch [178][800/1413] lr: 1.303e-01, eta: 1 day, 7:46:05, time: 0.973, data_time: 0.004, memory: 8482, top1_acc: 0.3598, top5_acc: 0.6033, loss_cls: 3.0235, loss: 3.0235, grad_norm: 1.7600 2020-10-09 15:46:50,770 - mmaction - INFO - Epoch [178][820/1413] lr: 1.303e-01, eta: 1 day, 7:45:34, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3570, top5_acc: 0.5957, loss_cls: 3.0646, loss: 3.0646, grad_norm: 1.7546 2020-10-09 15:47:10,180 - mmaction - INFO - Epoch [178][840/1413] lr: 1.303e-01, eta: 1 day, 7:45:03, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3618, top5_acc: 0.6043, loss_cls: 3.0386, loss: 3.0386, grad_norm: 1.7448 2020-10-09 15:47:29,540 - mmaction - INFO - Epoch [178][860/1413] lr: 1.303e-01, eta: 1 day, 7:44:32, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3617, top5_acc: 0.6057, loss_cls: 3.0407, loss: 3.0407, grad_norm: 1.7498 2020-10-09 15:47:48,938 - mmaction - INFO - Epoch [178][880/1413] lr: 1.303e-01, eta: 1 day, 7:44:01, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3616, top5_acc: 0.5975, loss_cls: 3.0621, loss: 3.0621, grad_norm: 1.7588 2020-10-09 15:48:08,361 - mmaction - INFO - Epoch [178][900/1413] lr: 1.303e-01, eta: 1 day, 7:43:31, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3594, top5_acc: 0.5990, loss_cls: 3.0442, loss: 3.0442, grad_norm: 1.7459 2020-10-09 15:48:27,784 - mmaction - INFO - Epoch [178][920/1413] lr: 1.303e-01, eta: 1 day, 7:43:01, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3665, top5_acc: 0.6018, loss_cls: 3.0155, loss: 3.0155, grad_norm: 1.7377 2020-10-09 15:48:47,208 - mmaction - INFO - Epoch [178][940/1413] lr: 1.303e-01, eta: 1 day, 7:42:30, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3695, top5_acc: 0.6069, loss_cls: 3.0055, loss: 3.0055, grad_norm: 1.7385 2020-10-09 15:49:06,529 - mmaction - INFO - Epoch [178][960/1413] lr: 1.303e-01, eta: 1 day, 7:41:59, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.3585, top5_acc: 0.5957, loss_cls: 3.0704, loss: 3.0704, grad_norm: 1.7719 2020-10-09 15:49:25,962 - mmaction - INFO - Epoch [178][980/1413] lr: 1.303e-01, eta: 1 day, 7:41:29, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3596, top5_acc: 0.6010, loss_cls: 3.0288, loss: 3.0288, grad_norm: 1.7712 2020-10-09 15:49:45,373 - mmaction - INFO - Epoch [178][1000/1413] lr: 1.303e-01, eta: 1 day, 7:40:58, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3598, top5_acc: 0.5993, loss_cls: 3.0612, loss: 3.0612, grad_norm: 1.7021 2020-10-09 15:50:04,823 - mmaction - INFO - Epoch [178][1020/1413] lr: 1.303e-01, eta: 1 day, 7:40:28, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.3492, top5_acc: 0.5909, loss_cls: 3.0812, loss: 3.0812, grad_norm: 1.7810 2020-10-09 15:50:24,228 - mmaction - INFO - Epoch [178][1040/1413] lr: 1.303e-01, eta: 1 day, 7:39:58, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3707, top5_acc: 0.6012, loss_cls: 3.0217, loss: 3.0217, grad_norm: 1.7351 2020-10-09 15:50:43,649 - mmaction - INFO - Epoch [178][1060/1413] lr: 1.303e-01, eta: 1 day, 7:39:28, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3540, top5_acc: 0.5997, loss_cls: 3.0433, loss: 3.0433, grad_norm: 1.7700 2020-10-09 15:51:03,028 - mmaction - INFO - Epoch [178][1080/1413] lr: 1.303e-01, eta: 1 day, 7:38:57, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3560, top5_acc: 0.6039, loss_cls: 3.0435, loss: 3.0435, grad_norm: 1.7774 2020-10-09 15:51:22,392 - mmaction - INFO - Epoch [178][1100/1413] lr: 1.303e-01, eta: 1 day, 7:38:27, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3578, top5_acc: 0.5964, loss_cls: 3.0565, loss: 3.0565, grad_norm: 1.7420 2020-10-09 15:51:41,780 - mmaction - INFO - Epoch [178][1120/1413] lr: 1.303e-01, eta: 1 day, 7:37:56, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3678, top5_acc: 0.6113, loss_cls: 2.9923, loss: 2.9923, grad_norm: 1.7215 2020-10-09 15:52:01,119 - mmaction - INFO - Epoch [178][1140/1413] lr: 1.303e-01, eta: 1 day, 7:37:25, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3582, top5_acc: 0.6060, loss_cls: 3.0330, loss: 3.0330, grad_norm: 1.7700 2020-10-09 15:52:20,578 - mmaction - INFO - Epoch [178][1160/1413] lr: 1.303e-01, eta: 1 day, 7:36:56, time: 0.974, data_time: 0.003, memory: 8482, top1_acc: 0.3665, top5_acc: 0.6018, loss_cls: 3.0348, loss: 3.0348, grad_norm: 1.7418 2020-10-09 15:52:40,029 - mmaction - INFO - Epoch [178][1180/1413] lr: 1.303e-01, eta: 1 day, 7:36:26, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3523, top5_acc: 0.5980, loss_cls: 3.0694, loss: 3.0694, grad_norm: 1.7469 2020-10-09 15:52:59,418 - mmaction - INFO - Epoch [178][1200/1413] lr: 1.303e-01, eta: 1 day, 7:35:56, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3533, top5_acc: 0.6013, loss_cls: 3.0359, loss: 3.0359, grad_norm: 1.7510 2020-10-09 15:53:18,763 - mmaction - INFO - Epoch [178][1220/1413] lr: 1.303e-01, eta: 1 day, 7:35:25, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3760, top5_acc: 0.6145, loss_cls: 2.9755, loss: 2.9755, grad_norm: 1.7461 2020-10-09 15:53:38,134 - mmaction - INFO - Epoch [178][1240/1413] lr: 1.303e-01, eta: 1 day, 7:34:55, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3583, top5_acc: 0.6016, loss_cls: 3.0685, loss: 3.0685, grad_norm: 1.7538 2020-10-09 15:53:57,455 - mmaction - INFO - Epoch [178][1260/1413] lr: 1.303e-01, eta: 1 day, 7:34:24, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3651, top5_acc: 0.6046, loss_cls: 3.0274, loss: 3.0274, grad_norm: 1.7523 2020-10-09 15:54:16,951 - mmaction - INFO - Epoch [178][1280/1413] lr: 1.303e-01, eta: 1 day, 7:33:55, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3741, top5_acc: 0.6090, loss_cls: 2.9809, loss: 2.9809, grad_norm: 1.7465 2020-10-09 15:54:36,357 - mmaction - INFO - Epoch [178][1300/1413] lr: 1.303e-01, eta: 1 day, 7:33:25, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3643, top5_acc: 0.6008, loss_cls: 3.0143, loss: 3.0143, grad_norm: 1.7517 2020-10-09 15:54:55,713 - mmaction - INFO - Epoch [178][1320/1413] lr: 1.303e-01, eta: 1 day, 7:32:55, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3522, top5_acc: 0.5878, loss_cls: 3.1180, loss: 3.1180, grad_norm: 1.7835 2020-10-09 15:55:15,033 - mmaction - INFO - Epoch [178][1340/1413] lr: 1.303e-01, eta: 1 day, 7:32:24, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.3612, top5_acc: 0.5958, loss_cls: 3.0679, loss: 3.0679, grad_norm: 1.7303 2020-10-09 15:55:34,377 - mmaction - INFO - Epoch [178][1360/1413] lr: 1.303e-01, eta: 1 day, 7:31:54, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3602, top5_acc: 0.6103, loss_cls: 3.0256, loss: 3.0256, grad_norm: 1.7492 2020-10-09 15:55:53,765 - mmaction - INFO - Epoch [178][1380/1413] lr: 1.303e-01, eta: 1 day, 7:31:24, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3638, top5_acc: 0.6047, loss_cls: 3.0282, loss: 3.0282, grad_norm: 1.7479 2020-10-09 15:56:13,173 - mmaction - INFO - Epoch [178][1400/1413] lr: 1.303e-01, eta: 1 day, 7:30:54, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3643, top5_acc: 0.5921, loss_cls: 3.0566, loss: 3.0566, grad_norm: 1.7739 2020-10-09 15:57:17,834 - mmaction - INFO - Epoch [179][20/1413] lr: 1.273e-01, eta: 1 day, 7:32:37, time: 2.579, data_time: 1.484, memory: 8482, top1_acc: 0.3603, top5_acc: 0.6026, loss_cls: 3.0400, loss: 3.0400, grad_norm: 1.7556 2020-10-09 15:57:37,126 - mmaction - INFO - Epoch [179][40/1413] lr: 1.273e-01, eta: 1 day, 7:32:06, time: 0.965, data_time: 0.003, memory: 8482, top1_acc: 0.3638, top5_acc: 0.6103, loss_cls: 3.0191, loss: 3.0191, grad_norm: 1.7477 2020-10-09 15:57:56,483 - mmaction - INFO - Epoch [179][60/1413] lr: 1.273e-01, eta: 1 day, 7:31:36, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3638, top5_acc: 0.5992, loss_cls: 3.0166, loss: 3.0166, grad_norm: 1.7363 2020-10-09 15:58:15,877 - mmaction - INFO - Epoch [179][80/1413] lr: 1.273e-01, eta: 1 day, 7:31:06, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3605, top5_acc: 0.6016, loss_cls: 3.0174, loss: 3.0174, grad_norm: 1.7690 2020-10-09 15:58:35,282 - mmaction - INFO - Epoch [179][100/1413] lr: 1.273e-01, eta: 1 day, 7:30:36, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3564, top5_acc: 0.5879, loss_cls: 3.0948, loss: 3.0948, grad_norm: 1.7786 2020-10-09 15:58:54,698 - mmaction - INFO - Epoch [179][120/1413] lr: 1.273e-01, eta: 1 day, 7:30:06, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3618, top5_acc: 0.6074, loss_cls: 3.0359, loss: 3.0359, grad_norm: 1.7277 2020-10-09 15:59:14,079 - mmaction - INFO - Epoch [179][140/1413] lr: 1.273e-01, eta: 1 day, 7:29:36, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3721, top5_acc: 0.6036, loss_cls: 3.0088, loss: 3.0088, grad_norm: 1.7467 2020-10-09 15:59:33,469 - mmaction - INFO - Epoch [179][160/1413] lr: 1.273e-01, eta: 1 day, 7:29:06, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3704, top5_acc: 0.6107, loss_cls: 3.0090, loss: 3.0090, grad_norm: 1.7534 2020-10-09 15:59:52,900 - mmaction - INFO - Epoch [179][180/1413] lr: 1.273e-01, eta: 1 day, 7:28:37, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3676, top5_acc: 0.6068, loss_cls: 2.9965, loss: 2.9965, grad_norm: 1.7544 2020-10-09 16:00:13,510 - mmaction - INFO - Epoch [179][200/1413] lr: 1.273e-01, eta: 1 day, 7:28:16, time: 1.031, data_time: 0.002, memory: 8482, top1_acc: 0.3711, top5_acc: 0.6102, loss_cls: 2.9935, loss: 2.9935, grad_norm: 1.7077 2020-10-09 16:00:32,959 - mmaction - INFO - Epoch [179][220/1413] lr: 1.273e-01, eta: 1 day, 7:27:47, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3672, top5_acc: 0.6068, loss_cls: 2.9896, loss: 2.9896, grad_norm: 1.7776 2020-10-09 16:00:52,347 - mmaction - INFO - Epoch [179][240/1413] lr: 1.273e-01, eta: 1 day, 7:27:17, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3651, top5_acc: 0.6068, loss_cls: 3.0077, loss: 3.0077, grad_norm: 1.7576 2020-10-09 16:01:11,724 - mmaction - INFO - Epoch [179][260/1413] lr: 1.273e-01, eta: 1 day, 7:26:47, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3643, top5_acc: 0.6064, loss_cls: 3.0183, loss: 3.0183, grad_norm: 1.7543 2020-10-09 16:01:31,102 - mmaction - INFO - Epoch [179][280/1413] lr: 1.273e-01, eta: 1 day, 7:26:17, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3579, top5_acc: 0.6035, loss_cls: 3.0236, loss: 3.0236, grad_norm: 1.7852 2020-10-09 16:01:50,537 - mmaction - INFO - Epoch [179][300/1413] lr: 1.273e-01, eta: 1 day, 7:25:48, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3566, top5_acc: 0.6035, loss_cls: 3.0550, loss: 3.0550, grad_norm: 1.7586 2020-10-09 16:02:09,981 - mmaction - INFO - Epoch [179][320/1413] lr: 1.273e-01, eta: 1 day, 7:25:19, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3663, top5_acc: 0.6096, loss_cls: 3.0133, loss: 3.0133, grad_norm: 1.7548 2020-10-09 16:02:29,353 - mmaction - INFO - Epoch [179][340/1413] lr: 1.273e-01, eta: 1 day, 7:24:49, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3702, top5_acc: 0.6246, loss_cls: 2.9498, loss: 2.9498, grad_norm: 1.7422 2020-10-09 16:02:48,837 - mmaction - INFO - Epoch [179][360/1413] lr: 1.273e-01, eta: 1 day, 7:24:20, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.3629, top5_acc: 0.6035, loss_cls: 3.0280, loss: 3.0280, grad_norm: 1.7576 2020-10-09 16:03:08,281 - mmaction - INFO - Epoch [179][380/1413] lr: 1.273e-01, eta: 1 day, 7:23:51, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3628, top5_acc: 0.6095, loss_cls: 3.0109, loss: 3.0109, grad_norm: 1.7344 2020-10-09 16:03:27,612 - mmaction - INFO - Epoch [179][400/1413] lr: 1.273e-01, eta: 1 day, 7:23:21, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3642, top5_acc: 0.6056, loss_cls: 3.0236, loss: 3.0236, grad_norm: 1.7760 2020-10-09 16:03:47,038 - mmaction - INFO - Epoch [179][420/1413] lr: 1.273e-01, eta: 1 day, 7:22:51, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3598, top5_acc: 0.6017, loss_cls: 3.0455, loss: 3.0455, grad_norm: 1.7444 2020-10-09 16:04:06,431 - mmaction - INFO - Epoch [179][440/1413] lr: 1.273e-01, eta: 1 day, 7:22:22, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3665, top5_acc: 0.6187, loss_cls: 2.9891, loss: 2.9891, grad_norm: 1.7600 2020-10-09 16:04:25,863 - mmaction - INFO - Epoch [179][460/1413] lr: 1.273e-01, eta: 1 day, 7:21:52, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3721, top5_acc: 0.6133, loss_cls: 2.9683, loss: 2.9683, grad_norm: 1.7585 2020-10-09 16:04:45,263 - mmaction - INFO - Epoch [179][480/1413] lr: 1.273e-01, eta: 1 day, 7:21:23, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3717, top5_acc: 0.6116, loss_cls: 2.9695, loss: 2.9695, grad_norm: 1.7677 2020-10-09 16:05:04,748 - mmaction - INFO - Epoch [179][500/1413] lr: 1.273e-01, eta: 1 day, 7:20:54, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.3762, top5_acc: 0.6051, loss_cls: 2.9974, loss: 2.9974, grad_norm: 1.7546 2020-10-09 16:05:24,118 - mmaction - INFO - Epoch [179][520/1413] lr: 1.273e-01, eta: 1 day, 7:20:25, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3531, top5_acc: 0.6012, loss_cls: 3.0519, loss: 3.0519, grad_norm: 1.7847 2020-10-09 16:05:43,553 - mmaction - INFO - Epoch [179][540/1413] lr: 1.273e-01, eta: 1 day, 7:19:56, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3602, top5_acc: 0.6026, loss_cls: 3.0257, loss: 3.0257, grad_norm: 1.7381 2020-10-09 16:06:02,997 - mmaction - INFO - Epoch [179][560/1413] lr: 1.273e-01, eta: 1 day, 7:19:27, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3635, top5_acc: 0.6012, loss_cls: 3.0413, loss: 3.0413, grad_norm: 1.7561 2020-10-09 16:06:22,387 - mmaction - INFO - Epoch [179][580/1413] lr: 1.273e-01, eta: 1 day, 7:18:57, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3595, top5_acc: 0.6060, loss_cls: 3.0155, loss: 3.0155, grad_norm: 1.7733 2020-10-09 16:06:41,753 - mmaction - INFO - Epoch [179][600/1413] lr: 1.273e-01, eta: 1 day, 7:18:28, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3630, top5_acc: 0.6036, loss_cls: 3.0365, loss: 3.0365, grad_norm: 1.7561 2020-10-09 16:07:01,104 - mmaction - INFO - Epoch [179][620/1413] lr: 1.273e-01, eta: 1 day, 7:17:58, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3661, top5_acc: 0.6057, loss_cls: 2.9952, loss: 2.9952, grad_norm: 1.7634 2020-10-09 16:07:20,539 - mmaction - INFO - Epoch [179][640/1413] lr: 1.273e-01, eta: 1 day, 7:17:29, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3605, top5_acc: 0.6026, loss_cls: 3.0134, loss: 3.0134, grad_norm: 1.7648 2020-10-09 16:07:39,978 - mmaction - INFO - Epoch [179][660/1413] lr: 1.273e-01, eta: 1 day, 7:17:01, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3611, top5_acc: 0.5991, loss_cls: 3.0453, loss: 3.0453, grad_norm: 1.7680 2020-10-09 16:07:59,365 - mmaction - INFO - Epoch [179][680/1413] lr: 1.273e-01, eta: 1 day, 7:16:31, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3609, top5_acc: 0.6087, loss_cls: 3.0284, loss: 3.0284, grad_norm: 1.7434 2020-10-09 16:08:18,755 - mmaction - INFO - Epoch [179][700/1413] lr: 1.273e-01, eta: 1 day, 7:16:02, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3673, top5_acc: 0.5997, loss_cls: 3.0171, loss: 3.0171, grad_norm: 1.7285 2020-10-09 16:08:38,185 - mmaction - INFO - Epoch [179][720/1413] lr: 1.273e-01, eta: 1 day, 7:15:33, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3719, top5_acc: 0.6098, loss_cls: 2.9761, loss: 2.9761, grad_norm: 1.7546 2020-10-09 16:08:57,588 - mmaction - INFO - Epoch [179][740/1413] lr: 1.273e-01, eta: 1 day, 7:15:04, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3650, top5_acc: 0.6108, loss_cls: 2.9845, loss: 2.9845, grad_norm: 1.7640 2020-10-09 16:09:16,996 - mmaction - INFO - Epoch [179][760/1413] lr: 1.273e-01, eta: 1 day, 7:14:35, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3671, top5_acc: 0.6061, loss_cls: 3.0081, loss: 3.0081, grad_norm: 1.7862 2020-10-09 16:09:36,379 - mmaction - INFO - Epoch [179][780/1413] lr: 1.273e-01, eta: 1 day, 7:14:06, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3594, top5_acc: 0.6056, loss_cls: 3.0445, loss: 3.0445, grad_norm: 1.7554 2020-10-09 16:09:55,787 - mmaction - INFO - Epoch [179][800/1413] lr: 1.273e-01, eta: 1 day, 7:13:37, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3613, top5_acc: 0.6066, loss_cls: 3.0183, loss: 3.0183, grad_norm: 1.7776 2020-10-09 16:10:15,242 - mmaction - INFO - Epoch [179][820/1413] lr: 1.273e-01, eta: 1 day, 7:13:09, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3527, top5_acc: 0.5969, loss_cls: 3.0523, loss: 3.0523, grad_norm: 1.8035 2020-10-09 16:10:34,620 - mmaction - INFO - Epoch [179][840/1413] lr: 1.273e-01, eta: 1 day, 7:12:39, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3518, top5_acc: 0.5975, loss_cls: 3.0770, loss: 3.0770, grad_norm: 1.7742 2020-10-09 16:10:53,999 - mmaction - INFO - Epoch [179][860/1413] lr: 1.273e-01, eta: 1 day, 7:12:11, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3585, top5_acc: 0.5970, loss_cls: 3.0637, loss: 3.0637, grad_norm: 1.7872 2020-10-09 16:11:13,354 - mmaction - INFO - Epoch [179][880/1413] lr: 1.273e-01, eta: 1 day, 7:11:41, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3685, top5_acc: 0.6095, loss_cls: 3.0053, loss: 3.0053, grad_norm: 1.7426 2020-10-09 16:11:32,758 - mmaction - INFO - Epoch [179][900/1413] lr: 1.273e-01, eta: 1 day, 7:11:13, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3630, top5_acc: 0.5969, loss_cls: 3.0588, loss: 3.0588, grad_norm: 1.8053 2020-10-09 16:11:52,110 - mmaction - INFO - Epoch [179][920/1413] lr: 1.273e-01, eta: 1 day, 7:10:43, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.3677, top5_acc: 0.6017, loss_cls: 3.0166, loss: 3.0166, grad_norm: 1.7507 2020-10-09 16:12:11,499 - mmaction - INFO - Epoch [179][940/1413] lr: 1.273e-01, eta: 1 day, 7:10:14, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3633, top5_acc: 0.6077, loss_cls: 3.0330, loss: 3.0330, grad_norm: 1.7993 2020-10-09 16:12:30,915 - mmaction - INFO - Epoch [179][960/1413] lr: 1.273e-01, eta: 1 day, 7:09:46, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3656, top5_acc: 0.6047, loss_cls: 3.0448, loss: 3.0448, grad_norm: 1.7663 2020-10-09 16:12:50,332 - mmaction - INFO - Epoch [179][980/1413] lr: 1.273e-01, eta: 1 day, 7:09:17, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3760, top5_acc: 0.6203, loss_cls: 2.9541, loss: 2.9541, grad_norm: 1.7506 2020-10-09 16:13:09,726 - mmaction - INFO - Epoch [179][1000/1413] lr: 1.273e-01, eta: 1 day, 7:08:48, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3607, top5_acc: 0.6066, loss_cls: 3.0117, loss: 3.0117, grad_norm: 1.7917 2020-10-09 16:13:29,169 - mmaction - INFO - Epoch [179][1020/1413] lr: 1.273e-01, eta: 1 day, 7:08:20, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3672, top5_acc: 0.6022, loss_cls: 3.0131, loss: 3.0131, grad_norm: 1.7690 2020-10-09 16:13:48,604 - mmaction - INFO - Epoch [179][1040/1413] lr: 1.273e-01, eta: 1 day, 7:07:51, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3538, top5_acc: 0.6022, loss_cls: 3.0460, loss: 3.0460, grad_norm: 1.7737 2020-10-09 16:14:07,984 - mmaction - INFO - Epoch [179][1060/1413] lr: 1.273e-01, eta: 1 day, 7:07:23, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3561, top5_acc: 0.5961, loss_cls: 3.0680, loss: 3.0680, grad_norm: 1.7999 2020-10-09 16:14:27,363 - mmaction - INFO - Epoch [179][1080/1413] lr: 1.273e-01, eta: 1 day, 7:06:54, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3664, top5_acc: 0.6036, loss_cls: 3.0255, loss: 3.0255, grad_norm: 1.7484 2020-10-09 16:14:46,730 - mmaction - INFO - Epoch [179][1100/1413] lr: 1.273e-01, eta: 1 day, 7:06:25, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3483, top5_acc: 0.5958, loss_cls: 3.1026, loss: 3.1026, grad_norm: 1.7658 2020-10-09 16:15:06,058 - mmaction - INFO - Epoch [179][1120/1413] lr: 1.273e-01, eta: 1 day, 7:05:56, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3517, top5_acc: 0.5983, loss_cls: 3.0634, loss: 3.0634, grad_norm: 1.7173 2020-10-09 16:15:25,450 - mmaction - INFO - Epoch [179][1140/1413] lr: 1.273e-01, eta: 1 day, 7:05:27, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3633, top5_acc: 0.6081, loss_cls: 3.0287, loss: 3.0287, grad_norm: 1.7496 2020-10-09 16:15:44,822 - mmaction - INFO - Epoch [179][1160/1413] lr: 1.273e-01, eta: 1 day, 7:04:59, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3586, top5_acc: 0.6100, loss_cls: 3.0120, loss: 3.0120, grad_norm: 1.7619 2020-10-09 16:16:04,216 - mmaction - INFO - Epoch [179][1180/1413] lr: 1.273e-01, eta: 1 day, 7:04:30, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3497, top5_acc: 0.5996, loss_cls: 3.0465, loss: 3.0465, grad_norm: 1.7733 2020-10-09 16:16:23,535 - mmaction - INFO - Epoch [179][1200/1413] lr: 1.273e-01, eta: 1 day, 7:04:01, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.3632, top5_acc: 0.5986, loss_cls: 3.0299, loss: 3.0299, grad_norm: 1.7484 2020-10-09 16:16:42,984 - mmaction - INFO - Epoch [179][1220/1413] lr: 1.273e-01, eta: 1 day, 7:03:33, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.3624, top5_acc: 0.5961, loss_cls: 3.0529, loss: 3.0529, grad_norm: 1.7561 2020-10-09 16:17:02,380 - mmaction - INFO - Epoch [179][1240/1413] lr: 1.273e-01, eta: 1 day, 7:03:04, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3577, top5_acc: 0.6023, loss_cls: 3.0661, loss: 3.0661, grad_norm: 1.7822 2020-10-09 16:17:21,801 - mmaction - INFO - Epoch [179][1260/1413] lr: 1.273e-01, eta: 1 day, 7:02:36, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3488, top5_acc: 0.6000, loss_cls: 3.0580, loss: 3.0580, grad_norm: 1.7866 2020-10-09 16:17:41,176 - mmaction - INFO - Epoch [179][1280/1413] lr: 1.273e-01, eta: 1 day, 7:02:08, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3647, top5_acc: 0.6052, loss_cls: 3.0144, loss: 3.0144, grad_norm: 1.7707 2020-10-09 16:18:00,608 - mmaction - INFO - Epoch [179][1300/1413] lr: 1.273e-01, eta: 1 day, 7:01:39, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3525, top5_acc: 0.5988, loss_cls: 3.0638, loss: 3.0638, grad_norm: 1.7560 2020-10-09 16:18:20,016 - mmaction - INFO - Epoch [179][1320/1413] lr: 1.273e-01, eta: 1 day, 7:01:11, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3628, top5_acc: 0.6102, loss_cls: 2.9912, loss: 2.9912, grad_norm: 1.7512 2020-10-09 16:18:39,426 - mmaction - INFO - Epoch [179][1340/1413] lr: 1.273e-01, eta: 1 day, 7:00:43, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3669, top5_acc: 0.6007, loss_cls: 3.0344, loss: 3.0344, grad_norm: 1.7741 2020-10-09 16:18:58,807 - mmaction - INFO - Epoch [179][1360/1413] lr: 1.273e-01, eta: 1 day, 7:00:14, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3579, top5_acc: 0.6016, loss_cls: 3.0562, loss: 3.0562, grad_norm: 1.7667 2020-10-09 16:19:18,197 - mmaction - INFO - Epoch [179][1380/1413] lr: 1.273e-01, eta: 1 day, 6:59:46, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3680, top5_acc: 0.6035, loss_cls: 2.9962, loss: 2.9962, grad_norm: 1.7488 2020-10-09 16:19:37,604 - mmaction - INFO - Epoch [179][1400/1413] lr: 1.273e-01, eta: 1 day, 6:59:18, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3727, top5_acc: 0.6047, loss_cls: 3.0190, loss: 3.0190, grad_norm: 1.7522 2020-10-09 16:20:45,857 - mmaction - INFO - Epoch [180][20/1413] lr: 1.243e-01, eta: 1 day, 7:01:05, time: 2.701, data_time: 1.733, memory: 8482, top1_acc: 0.3624, top5_acc: 0.6152, loss_cls: 2.9928, loss: 2.9928, grad_norm: 1.7913 2020-10-09 16:21:05,197 - mmaction - INFO - Epoch [180][40/1413] lr: 1.243e-01, eta: 1 day, 7:00:36, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3589, top5_acc: 0.6026, loss_cls: 3.0376, loss: 3.0376, grad_norm: 1.7630 2020-10-09 16:21:24,504 - mmaction - INFO - Epoch [180][60/1413] lr: 1.243e-01, eta: 1 day, 7:00:07, time: 0.965, data_time: 0.001, memory: 8482, top1_acc: 0.3697, top5_acc: 0.6133, loss_cls: 2.9644, loss: 2.9644, grad_norm: 1.7736 2020-10-09 16:21:43,876 - mmaction - INFO - Epoch [180][80/1413] lr: 1.243e-01, eta: 1 day, 6:59:39, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3762, top5_acc: 0.6240, loss_cls: 2.9270, loss: 2.9270, grad_norm: 1.7753 2020-10-09 16:22:03,291 - mmaction - INFO - Epoch [180][100/1413] lr: 1.243e-01, eta: 1 day, 6:59:10, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3716, top5_acc: 0.6152, loss_cls: 2.9734, loss: 2.9734, grad_norm: 1.7668 2020-10-09 16:22:22,678 - mmaction - INFO - Epoch [180][120/1413] lr: 1.243e-01, eta: 1 day, 6:58:42, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3628, top5_acc: 0.6070, loss_cls: 3.0084, loss: 3.0084, grad_norm: 1.7819 2020-10-09 16:22:42,037 - mmaction - INFO - Epoch [180][140/1413] lr: 1.243e-01, eta: 1 day, 6:58:13, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3648, top5_acc: 0.6014, loss_cls: 3.0334, loss: 3.0334, grad_norm: 1.7962 2020-10-09 16:23:01,406 - mmaction - INFO - Epoch [180][160/1413] lr: 1.243e-01, eta: 1 day, 6:57:45, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3637, top5_acc: 0.6012, loss_cls: 3.0145, loss: 3.0145, grad_norm: 1.7895 2020-10-09 16:23:20,822 - mmaction - INFO - Epoch [180][180/1413] lr: 1.243e-01, eta: 1 day, 6:57:17, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3684, top5_acc: 0.6039, loss_cls: 2.9814, loss: 2.9814, grad_norm: 1.7617 2020-10-09 16:23:40,171 - mmaction - INFO - Epoch [180][200/1413] lr: 1.243e-01, eta: 1 day, 6:56:48, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3736, top5_acc: 0.6039, loss_cls: 2.9857, loss: 2.9857, grad_norm: 1.7820 2020-10-09 16:23:59,622 - mmaction - INFO - Epoch [180][220/1413] lr: 1.243e-01, eta: 1 day, 6:56:20, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.3561, top5_acc: 0.6033, loss_cls: 3.0505, loss: 3.0505, grad_norm: 1.8009 2020-10-09 16:24:19,019 - mmaction - INFO - Epoch [180][240/1413] lr: 1.243e-01, eta: 1 day, 6:55:52, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3650, top5_acc: 0.6102, loss_cls: 3.0182, loss: 3.0182, grad_norm: 1.8026 2020-10-09 16:24:38,417 - mmaction - INFO - Epoch [180][260/1413] lr: 1.243e-01, eta: 1 day, 6:55:24, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3712, top5_acc: 0.6098, loss_cls: 2.9778, loss: 2.9778, grad_norm: 1.7704 2020-10-09 16:24:57,790 - mmaction - INFO - Epoch [180][280/1413] lr: 1.243e-01, eta: 1 day, 6:54:56, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3611, top5_acc: 0.6004, loss_cls: 3.0184, loss: 3.0184, grad_norm: 1.7746 2020-10-09 16:25:17,230 - mmaction - INFO - Epoch [180][300/1413] lr: 1.243e-01, eta: 1 day, 6:54:28, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3633, top5_acc: 0.6086, loss_cls: 3.0118, loss: 3.0118, grad_norm: 1.7803 2020-10-09 16:25:36,660 - mmaction - INFO - Epoch [180][320/1413] lr: 1.243e-01, eta: 1 day, 6:54:00, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3607, top5_acc: 0.6039, loss_cls: 3.0228, loss: 3.0228, grad_norm: 1.7867 2020-10-09 16:25:56,103 - mmaction - INFO - Epoch [180][340/1413] lr: 1.243e-01, eta: 1 day, 6:53:32, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.3676, top5_acc: 0.6000, loss_cls: 3.0256, loss: 3.0256, grad_norm: 1.7742 2020-10-09 16:26:15,526 - mmaction - INFO - Epoch [180][360/1413] lr: 1.243e-01, eta: 1 day, 6:53:04, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3628, top5_acc: 0.5939, loss_cls: 3.0522, loss: 3.0522, grad_norm: 1.7684 2020-10-09 16:26:34,985 - mmaction - INFO - Epoch [180][380/1413] lr: 1.243e-01, eta: 1 day, 6:52:37, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.3562, top5_acc: 0.5982, loss_cls: 3.0291, loss: 3.0291, grad_norm: 1.7723 2020-10-09 16:26:54,349 - mmaction - INFO - Epoch [180][400/1413] lr: 1.243e-01, eta: 1 day, 6:52:08, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3641, top5_acc: 0.6046, loss_cls: 3.0196, loss: 3.0196, grad_norm: 1.8142 2020-10-09 16:27:13,767 - mmaction - INFO - Epoch [180][420/1413] lr: 1.243e-01, eta: 1 day, 6:51:40, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3770, top5_acc: 0.6098, loss_cls: 2.9795, loss: 2.9795, grad_norm: 1.7475 2020-10-09 16:27:33,215 - mmaction - INFO - Epoch [180][440/1413] lr: 1.243e-01, eta: 1 day, 6:51:13, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3673, top5_acc: 0.6030, loss_cls: 3.0089, loss: 3.0089, grad_norm: 1.8040 2020-10-09 16:27:52,669 - mmaction - INFO - Epoch [180][460/1413] lr: 1.243e-01, eta: 1 day, 6:50:45, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3661, top5_acc: 0.6047, loss_cls: 3.0015, loss: 3.0015, grad_norm: 1.7800 2020-10-09 16:28:12,059 - mmaction - INFO - Epoch [180][480/1413] lr: 1.243e-01, eta: 1 day, 6:50:17, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3594, top5_acc: 0.6134, loss_cls: 3.0028, loss: 3.0028, grad_norm: 1.7879 2020-10-09 16:28:31,451 - mmaction - INFO - Epoch [180][500/1413] lr: 1.243e-01, eta: 1 day, 6:49:49, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3669, top5_acc: 0.6062, loss_cls: 3.0006, loss: 3.0006, grad_norm: 1.7716 2020-10-09 16:28:50,843 - mmaction - INFO - Epoch [180][520/1413] lr: 1.243e-01, eta: 1 day, 6:49:21, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3741, top5_acc: 0.6221, loss_cls: 2.9622, loss: 2.9622, grad_norm: 1.8079 2020-10-09 16:29:10,221 - mmaction - INFO - Epoch [180][540/1413] lr: 1.243e-01, eta: 1 day, 6:48:53, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3684, top5_acc: 0.6120, loss_cls: 2.9934, loss: 2.9934, grad_norm: 1.7794 2020-10-09 16:29:29,546 - mmaction - INFO - Epoch [180][560/1413] lr: 1.243e-01, eta: 1 day, 6:48:25, time: 0.967, data_time: 0.004, memory: 8482, top1_acc: 0.3678, top5_acc: 0.6102, loss_cls: 2.9925, loss: 2.9925, grad_norm: 1.8090 2020-10-09 16:29:48,935 - mmaction - INFO - Epoch [180][580/1413] lr: 1.243e-01, eta: 1 day, 6:47:57, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3645, top5_acc: 0.6030, loss_cls: 3.0414, loss: 3.0414, grad_norm: 1.8055 2020-10-09 16:30:08,409 - mmaction - INFO - Epoch [180][600/1413] lr: 1.243e-01, eta: 1 day, 6:47:30, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3599, top5_acc: 0.5982, loss_cls: 3.0585, loss: 3.0585, grad_norm: 1.7590 2020-10-09 16:30:27,833 - mmaction - INFO - Epoch [180][620/1413] lr: 1.243e-01, eta: 1 day, 6:47:02, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3586, top5_acc: 0.5958, loss_cls: 3.0534, loss: 3.0534, grad_norm: 1.7908 2020-10-09 16:30:47,208 - mmaction - INFO - Epoch [180][640/1413] lr: 1.243e-01, eta: 1 day, 6:46:34, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3596, top5_acc: 0.6003, loss_cls: 3.0514, loss: 3.0514, grad_norm: 1.7815 2020-10-09 16:31:06,617 - mmaction - INFO - Epoch [180][660/1413] lr: 1.243e-01, eta: 1 day, 6:46:07, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3533, top5_acc: 0.5987, loss_cls: 3.0678, loss: 3.0678, grad_norm: 1.7835 2020-10-09 16:31:25,975 - mmaction - INFO - Epoch [180][680/1413] lr: 1.243e-01, eta: 1 day, 6:45:38, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3706, top5_acc: 0.6090, loss_cls: 2.9871, loss: 2.9871, grad_norm: 1.7600 2020-10-09 16:31:45,388 - mmaction - INFO - Epoch [180][700/1413] lr: 1.243e-01, eta: 1 day, 6:45:11, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3676, top5_acc: 0.6040, loss_cls: 3.0202, loss: 3.0202, grad_norm: 1.7739 2020-10-09 16:32:04,791 - mmaction - INFO - Epoch [180][720/1413] lr: 1.243e-01, eta: 1 day, 6:44:43, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3620, top5_acc: 0.6122, loss_cls: 3.0041, loss: 3.0041, grad_norm: 1.7786 2020-10-09 16:32:24,188 - mmaction - INFO - Epoch [180][740/1413] lr: 1.243e-01, eta: 1 day, 6:44:16, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3634, top5_acc: 0.5995, loss_cls: 3.0125, loss: 3.0125, grad_norm: 1.7543 2020-10-09 16:32:43,573 - mmaction - INFO - Epoch [180][760/1413] lr: 1.243e-01, eta: 1 day, 6:43:48, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3654, top5_acc: 0.6087, loss_cls: 3.0078, loss: 3.0078, grad_norm: 1.7813 2020-10-09 16:33:02,980 - mmaction - INFO - Epoch [180][780/1413] lr: 1.243e-01, eta: 1 day, 6:43:20, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3651, top5_acc: 0.6016, loss_cls: 3.0048, loss: 3.0048, grad_norm: 1.7612 2020-10-09 16:33:22,357 - mmaction - INFO - Epoch [180][800/1413] lr: 1.243e-01, eta: 1 day, 6:42:52, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3659, top5_acc: 0.6090, loss_cls: 2.9905, loss: 2.9905, grad_norm: 1.7947 2020-10-09 16:33:41,715 - mmaction - INFO - Epoch [180][820/1413] lr: 1.243e-01, eta: 1 day, 6:42:25, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3594, top5_acc: 0.5970, loss_cls: 3.0504, loss: 3.0504, grad_norm: 1.7540 2020-10-09 16:34:01,162 - mmaction - INFO - Epoch [180][840/1413] lr: 1.243e-01, eta: 1 day, 6:41:57, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3706, top5_acc: 0.6135, loss_cls: 2.9611, loss: 2.9611, grad_norm: 1.7676 2020-10-09 16:34:20,552 - mmaction - INFO - Epoch [180][860/1413] lr: 1.243e-01, eta: 1 day, 6:41:30, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3677, top5_acc: 0.5986, loss_cls: 3.0311, loss: 3.0311, grad_norm: 1.7812 2020-10-09 16:34:39,934 - mmaction - INFO - Epoch [180][880/1413] lr: 1.243e-01, eta: 1 day, 6:41:02, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3688, top5_acc: 0.6128, loss_cls: 2.9977, loss: 2.9977, grad_norm: 1.7793 2020-10-09 16:34:59,350 - mmaction - INFO - Epoch [180][900/1413] lr: 1.243e-01, eta: 1 day, 6:40:35, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3621, top5_acc: 0.6104, loss_cls: 2.9930, loss: 2.9930, grad_norm: 1.7621 2020-10-09 16:35:18,808 - mmaction - INFO - Epoch [180][920/1413] lr: 1.243e-01, eta: 1 day, 6:40:08, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.3751, top5_acc: 0.6173, loss_cls: 2.9666, loss: 2.9666, grad_norm: 1.7718 2020-10-09 16:35:38,148 - mmaction - INFO - Epoch [180][940/1413] lr: 1.243e-01, eta: 1 day, 6:39:40, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3695, top5_acc: 0.6081, loss_cls: 3.0192, loss: 3.0192, grad_norm: 1.7688 2020-10-09 16:35:57,504 - mmaction - INFO - Epoch [180][960/1413] lr: 1.243e-01, eta: 1 day, 6:39:12, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3725, top5_acc: 0.6128, loss_cls: 2.9975, loss: 2.9975, grad_norm: 1.7752 2020-10-09 16:36:16,958 - mmaction - INFO - Epoch [180][980/1413] lr: 1.243e-01, eta: 1 day, 6:38:45, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3708, top5_acc: 0.6105, loss_cls: 3.0128, loss: 3.0128, grad_norm: 1.7936 2020-10-09 16:36:36,368 - mmaction - INFO - Epoch [180][1000/1413] lr: 1.243e-01, eta: 1 day, 6:38:18, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3712, top5_acc: 0.6098, loss_cls: 2.9618, loss: 2.9618, grad_norm: 1.7572 2020-10-09 16:36:55,755 - mmaction - INFO - Epoch [180][1020/1413] lr: 1.243e-01, eta: 1 day, 6:37:50, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3706, top5_acc: 0.6073, loss_cls: 2.9986, loss: 2.9986, grad_norm: 1.7819 2020-10-09 16:37:15,145 - mmaction - INFO - Epoch [180][1040/1413] lr: 1.243e-01, eta: 1 day, 6:37:23, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3668, top5_acc: 0.6173, loss_cls: 2.9682, loss: 2.9682, grad_norm: 1.7811 2020-10-09 16:37:34,518 - mmaction - INFO - Epoch [180][1060/1413] lr: 1.243e-01, eta: 1 day, 6:36:55, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3542, top5_acc: 0.6026, loss_cls: 3.0366, loss: 3.0366, grad_norm: 1.8008 2020-10-09 16:37:53,900 - mmaction - INFO - Epoch [180][1080/1413] lr: 1.243e-01, eta: 1 day, 6:36:28, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3474, top5_acc: 0.5960, loss_cls: 3.0808, loss: 3.0808, grad_norm: 1.7886 2020-10-09 16:38:13,375 - mmaction - INFO - Epoch [180][1100/1413] lr: 1.243e-01, eta: 1 day, 6:36:01, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3672, top5_acc: 0.6060, loss_cls: 2.9746, loss: 2.9746, grad_norm: 1.7979 2020-10-09 16:38:32,722 - mmaction - INFO - Epoch [180][1120/1413] lr: 1.243e-01, eta: 1 day, 6:35:33, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.3667, top5_acc: 0.6073, loss_cls: 3.0074, loss: 3.0074, grad_norm: 1.7857 2020-10-09 16:38:52,135 - mmaction - INFO - Epoch [180][1140/1413] lr: 1.243e-01, eta: 1 day, 6:35:06, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3553, top5_acc: 0.6096, loss_cls: 3.0381, loss: 3.0381, grad_norm: 1.7834 2020-10-09 16:39:11,478 - mmaction - INFO - Epoch [180][1160/1413] lr: 1.243e-01, eta: 1 day, 6:34:38, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3642, top5_acc: 0.6044, loss_cls: 3.0328, loss: 3.0328, grad_norm: 1.7734 2020-10-09 16:39:30,945 - mmaction - INFO - Epoch [180][1180/1413] lr: 1.243e-01, eta: 1 day, 6:34:12, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3645, top5_acc: 0.6043, loss_cls: 3.0080, loss: 3.0080, grad_norm: 1.7578 2020-10-09 16:39:50,352 - mmaction - INFO - Epoch [180][1200/1413] lr: 1.243e-01, eta: 1 day, 6:33:45, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3633, top5_acc: 0.6121, loss_cls: 3.0186, loss: 3.0186, grad_norm: 1.8043 2020-10-09 16:40:09,754 - mmaction - INFO - Epoch [180][1220/1413] lr: 1.243e-01, eta: 1 day, 6:33:17, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3629, top5_acc: 0.6020, loss_cls: 3.0309, loss: 3.0309, grad_norm: 1.7621 2020-10-09 16:40:29,162 - mmaction - INFO - Epoch [180][1240/1413] lr: 1.243e-01, eta: 1 day, 6:32:50, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3664, top5_acc: 0.6066, loss_cls: 3.0061, loss: 3.0061, grad_norm: 1.7987 2020-10-09 16:40:48,539 - mmaction - INFO - Epoch [180][1260/1413] lr: 1.243e-01, eta: 1 day, 6:32:23, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3720, top5_acc: 0.6135, loss_cls: 2.9797, loss: 2.9797, grad_norm: 1.7577 2020-10-09 16:41:07,954 - mmaction - INFO - Epoch [180][1280/1413] lr: 1.243e-01, eta: 1 day, 6:31:56, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3611, top5_acc: 0.6083, loss_cls: 3.0291, loss: 3.0291, grad_norm: 1.8042 2020-10-09 16:41:27,333 - mmaction - INFO - Epoch [180][1300/1413] lr: 1.243e-01, eta: 1 day, 6:31:29, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3699, top5_acc: 0.6122, loss_cls: 3.0053, loss: 3.0053, grad_norm: 1.7450 2020-10-09 16:41:46,702 - mmaction - INFO - Epoch [180][1320/1413] lr: 1.243e-01, eta: 1 day, 6:31:01, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3663, top5_acc: 0.6072, loss_cls: 2.9985, loss: 2.9985, grad_norm: 1.7943 2020-10-09 16:42:06,099 - mmaction - INFO - Epoch [180][1340/1413] lr: 1.243e-01, eta: 1 day, 6:30:34, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3689, top5_acc: 0.6033, loss_cls: 3.0018, loss: 3.0018, grad_norm: 1.7772 2020-10-09 16:42:25,500 - mmaction - INFO - Epoch [180][1360/1413] lr: 1.243e-01, eta: 1 day, 6:30:07, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3591, top5_acc: 0.6042, loss_cls: 3.0403, loss: 3.0403, grad_norm: 1.7913 2020-10-09 16:42:44,893 - mmaction - INFO - Epoch [180][1380/1413] lr: 1.243e-01, eta: 1 day, 6:29:40, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3668, top5_acc: 0.6062, loss_cls: 3.0093, loss: 3.0093, grad_norm: 1.7877 2020-10-09 16:43:04,262 - mmaction - INFO - Epoch [180][1400/1413] lr: 1.243e-01, eta: 1 day, 6:29:13, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3536, top5_acc: 0.6018, loss_cls: 3.0307, loss: 3.0307, grad_norm: 1.8077 2020-10-09 16:44:09,404 - mmaction - INFO - Epoch [181][20/1413] lr: 1.213e-01, eta: 1 day, 6:30:35, time: 2.599, data_time: 1.555, memory: 8482, top1_acc: 0.3796, top5_acc: 0.6211, loss_cls: 2.9428, loss: 2.9428, grad_norm: 1.7880 2020-10-09 16:44:28,772 - mmaction - INFO - Epoch [181][40/1413] lr: 1.213e-01, eta: 1 day, 6:30:07, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3671, top5_acc: 0.6145, loss_cls: 2.9647, loss: 2.9647, grad_norm: 1.7926 2020-10-09 16:44:48,118 - mmaction - INFO - Epoch [181][60/1413] lr: 1.213e-01, eta: 1 day, 6:29:40, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3586, top5_acc: 0.6146, loss_cls: 2.9810, loss: 2.9810, grad_norm: 1.8145 2020-10-09 16:45:07,445 - mmaction - INFO - Epoch [181][80/1413] lr: 1.213e-01, eta: 1 day, 6:29:12, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.3643, top5_acc: 0.6053, loss_cls: 3.0192, loss: 3.0192, grad_norm: 1.7999 2020-10-09 16:45:26,789 - mmaction - INFO - Epoch [181][100/1413] lr: 1.213e-01, eta: 1 day, 6:28:45, time: 0.969, data_time: 0.004, memory: 8482, top1_acc: 0.3717, top5_acc: 0.6133, loss_cls: 2.9521, loss: 2.9521, grad_norm: 1.7762 2020-10-09 16:45:46,193 - mmaction - INFO - Epoch [181][120/1413] lr: 1.213e-01, eta: 1 day, 6:28:18, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3720, top5_acc: 0.6065, loss_cls: 3.0107, loss: 3.0107, grad_norm: 1.8081 2020-10-09 16:46:05,590 - mmaction - INFO - Epoch [181][140/1413] lr: 1.213e-01, eta: 1 day, 6:27:51, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3762, top5_acc: 0.6098, loss_cls: 2.9942, loss: 2.9942, grad_norm: 1.7925 2020-10-09 16:46:25,000 - mmaction - INFO - Epoch [181][160/1413] lr: 1.213e-01, eta: 1 day, 6:27:24, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3715, top5_acc: 0.6148, loss_cls: 2.9749, loss: 2.9749, grad_norm: 1.7833 2020-10-09 16:46:44,382 - mmaction - INFO - Epoch [181][180/1413] lr: 1.213e-01, eta: 1 day, 6:26:56, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3608, top5_acc: 0.6066, loss_cls: 3.0299, loss: 3.0299, grad_norm: 1.7911 2020-10-09 16:47:03,741 - mmaction - INFO - Epoch [181][200/1413] lr: 1.213e-01, eta: 1 day, 6:26:29, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3702, top5_acc: 0.6137, loss_cls: 2.9764, loss: 2.9764, grad_norm: 1.7998 2020-10-09 16:47:23,087 - mmaction - INFO - Epoch [181][220/1413] lr: 1.213e-01, eta: 1 day, 6:26:02, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3664, top5_acc: 0.6065, loss_cls: 3.0044, loss: 3.0044, grad_norm: 1.7895 2020-10-09 16:47:42,481 - mmaction - INFO - Epoch [181][240/1413] lr: 1.213e-01, eta: 1 day, 6:25:35, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3671, top5_acc: 0.6104, loss_cls: 2.9858, loss: 2.9858, grad_norm: 1.7914 2020-10-09 16:48:01,876 - mmaction - INFO - Epoch [181][260/1413] lr: 1.213e-01, eta: 1 day, 6:25:08, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3723, top5_acc: 0.5982, loss_cls: 3.0135, loss: 3.0135, grad_norm: 1.7882 2020-10-09 16:48:21,185 - mmaction - INFO - Epoch [181][280/1413] lr: 1.213e-01, eta: 1 day, 6:24:40, time: 0.965, data_time: 0.001, memory: 8482, top1_acc: 0.3716, top5_acc: 0.6109, loss_cls: 2.9744, loss: 2.9744, grad_norm: 1.7847 2020-10-09 16:48:40,538 - mmaction - INFO - Epoch [181][300/1413] lr: 1.213e-01, eta: 1 day, 6:24:13, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3684, top5_acc: 0.6117, loss_cls: 3.0024, loss: 3.0024, grad_norm: 1.7798 2020-10-09 16:48:59,946 - mmaction - INFO - Epoch [181][320/1413] lr: 1.213e-01, eta: 1 day, 6:23:46, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3556, top5_acc: 0.5986, loss_cls: 3.0663, loss: 3.0663, grad_norm: 1.8003 2020-10-09 16:49:19,365 - mmaction - INFO - Epoch [181][340/1413] lr: 1.213e-01, eta: 1 day, 6:23:19, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3668, top5_acc: 0.6034, loss_cls: 3.0365, loss: 3.0365, grad_norm: 1.8178 2020-10-09 16:49:38,740 - mmaction - INFO - Epoch [181][360/1413] lr: 1.213e-01, eta: 1 day, 6:22:53, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3673, top5_acc: 0.6073, loss_cls: 3.0114, loss: 3.0114, grad_norm: 1.7798 2020-10-09 16:49:58,186 - mmaction - INFO - Epoch [181][380/1413] lr: 1.213e-01, eta: 1 day, 6:22:26, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3704, top5_acc: 0.6158, loss_cls: 2.9530, loss: 2.9530, grad_norm: 1.8049 2020-10-09 16:50:17,575 - mmaction - INFO - Epoch [181][400/1413] lr: 1.213e-01, eta: 1 day, 6:21:59, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3650, top5_acc: 0.6000, loss_cls: 3.0361, loss: 3.0361, grad_norm: 1.7790 2020-10-09 16:50:36,976 - mmaction - INFO - Epoch [181][420/1413] lr: 1.213e-01, eta: 1 day, 6:21:32, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3676, top5_acc: 0.6094, loss_cls: 2.9812, loss: 2.9812, grad_norm: 1.8042 2020-10-09 16:50:56,355 - mmaction - INFO - Epoch [181][440/1413] lr: 1.213e-01, eta: 1 day, 6:21:05, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3671, top5_acc: 0.6043, loss_cls: 3.0076, loss: 3.0076, grad_norm: 1.7813 2020-10-09 16:51:15,756 - mmaction - INFO - Epoch [181][460/1413] lr: 1.213e-01, eta: 1 day, 6:20:39, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3706, top5_acc: 0.6108, loss_cls: 2.9856, loss: 2.9856, grad_norm: 1.7878 2020-10-09 16:51:35,156 - mmaction - INFO - Epoch [181][480/1413] lr: 1.213e-01, eta: 1 day, 6:20:12, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3598, top5_acc: 0.6094, loss_cls: 3.0233, loss: 3.0233, grad_norm: 1.7868 2020-10-09 16:51:54,619 - mmaction - INFO - Epoch [181][500/1413] lr: 1.213e-01, eta: 1 day, 6:19:45, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3612, top5_acc: 0.6062, loss_cls: 3.0393, loss: 3.0393, grad_norm: 1.7796 2020-10-09 16:52:14,109 - mmaction - INFO - Epoch [181][520/1413] lr: 1.213e-01, eta: 1 day, 6:19:19, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3715, top5_acc: 0.6130, loss_cls: 2.9523, loss: 2.9523, grad_norm: 1.7812 2020-10-09 16:52:33,421 - mmaction - INFO - Epoch [181][540/1413] lr: 1.213e-01, eta: 1 day, 6:18:52, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3642, top5_acc: 0.6151, loss_cls: 2.9842, loss: 2.9842, grad_norm: 1.8067 2020-10-09 16:52:52,769 - mmaction - INFO - Epoch [181][560/1413] lr: 1.213e-01, eta: 1 day, 6:18:25, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3608, top5_acc: 0.5973, loss_cls: 3.0179, loss: 3.0179, grad_norm: 1.8133 2020-10-09 16:53:12,177 - mmaction - INFO - Epoch [181][580/1413] lr: 1.213e-01, eta: 1 day, 6:17:58, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3660, top5_acc: 0.6132, loss_cls: 2.9732, loss: 2.9732, grad_norm: 1.8165 2020-10-09 16:53:31,597 - mmaction - INFO - Epoch [181][600/1413] lr: 1.213e-01, eta: 1 day, 6:17:32, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3672, top5_acc: 0.6090, loss_cls: 2.9939, loss: 2.9939, grad_norm: 1.7951 2020-10-09 16:53:50,961 - mmaction - INFO - Epoch [181][620/1413] lr: 1.213e-01, eta: 1 day, 6:17:05, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3686, top5_acc: 0.6046, loss_cls: 3.0027, loss: 3.0027, grad_norm: 1.8123 2020-10-09 16:54:10,341 - mmaction - INFO - Epoch [181][640/1413] lr: 1.213e-01, eta: 1 day, 6:16:38, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3569, top5_acc: 0.6061, loss_cls: 3.0468, loss: 3.0468, grad_norm: 1.7840 2020-10-09 16:54:29,739 - mmaction - INFO - Epoch [181][660/1413] lr: 1.213e-01, eta: 1 day, 6:16:12, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3708, top5_acc: 0.6112, loss_cls: 2.9909, loss: 2.9909, grad_norm: 1.7754 2020-10-09 16:54:49,115 - mmaction - INFO - Epoch [181][680/1413] lr: 1.213e-01, eta: 1 day, 6:15:45, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3643, top5_acc: 0.6039, loss_cls: 3.0094, loss: 3.0094, grad_norm: 1.8008 2020-10-09 16:55:08,550 - mmaction - INFO - Epoch [181][700/1413] lr: 1.213e-01, eta: 1 day, 6:15:19, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.3626, top5_acc: 0.6060, loss_cls: 2.9931, loss: 2.9931, grad_norm: 1.8051 2020-10-09 16:55:27,893 - mmaction - INFO - Epoch [181][720/1413] lr: 1.213e-01, eta: 1 day, 6:14:52, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3645, top5_acc: 0.6038, loss_cls: 3.0238, loss: 3.0238, grad_norm: 1.7900 2020-10-09 16:55:47,274 - mmaction - INFO - Epoch [181][740/1413] lr: 1.213e-01, eta: 1 day, 6:14:25, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3730, top5_acc: 0.6079, loss_cls: 2.9825, loss: 2.9825, grad_norm: 1.8082 2020-10-09 16:56:06,703 - mmaction - INFO - Epoch [181][760/1413] lr: 1.213e-01, eta: 1 day, 6:13:58, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3651, top5_acc: 0.6104, loss_cls: 3.0145, loss: 3.0145, grad_norm: 1.7803 2020-10-09 16:56:26,159 - mmaction - INFO - Epoch [181][780/1413] lr: 1.213e-01, eta: 1 day, 6:13:32, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3633, top5_acc: 0.6036, loss_cls: 3.0214, loss: 3.0214, grad_norm: 1.8069 2020-10-09 16:56:45,578 - mmaction - INFO - Epoch [181][800/1413] lr: 1.213e-01, eta: 1 day, 6:13:06, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3624, top5_acc: 0.6070, loss_cls: 2.9935, loss: 2.9935, grad_norm: 1.8157 2020-10-09 16:57:04,943 - mmaction - INFO - Epoch [181][820/1413] lr: 1.213e-01, eta: 1 day, 6:12:39, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3579, top5_acc: 0.6029, loss_cls: 3.0264, loss: 3.0264, grad_norm: 1.7971 2020-10-09 16:57:24,334 - mmaction - INFO - Epoch [181][840/1413] lr: 1.213e-01, eta: 1 day, 6:12:13, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3678, top5_acc: 0.6087, loss_cls: 3.0202, loss: 3.0202, grad_norm: 1.7909 2020-10-09 16:57:43,789 - mmaction - INFO - Epoch [181][860/1413] lr: 1.213e-01, eta: 1 day, 6:11:47, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3564, top5_acc: 0.5901, loss_cls: 3.0538, loss: 3.0538, grad_norm: 1.7828 2020-10-09 16:58:03,240 - mmaction - INFO - Epoch [181][880/1413] lr: 1.213e-01, eta: 1 day, 6:11:20, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.3607, top5_acc: 0.6012, loss_cls: 3.0422, loss: 3.0422, grad_norm: 1.7806 2020-10-09 16:58:22,599 - mmaction - INFO - Epoch [181][900/1413] lr: 1.213e-01, eta: 1 day, 6:10:54, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3564, top5_acc: 0.5974, loss_cls: 3.0339, loss: 3.0339, grad_norm: 1.7949 2020-10-09 16:58:41,999 - mmaction - INFO - Epoch [181][920/1413] lr: 1.213e-01, eta: 1 day, 6:10:27, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3684, top5_acc: 0.6100, loss_cls: 2.9896, loss: 2.9896, grad_norm: 1.7868 2020-10-09 16:59:01,366 - mmaction - INFO - Epoch [181][940/1413] lr: 1.213e-01, eta: 1 day, 6:10:01, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3585, top5_acc: 0.6048, loss_cls: 3.0219, loss: 3.0219, grad_norm: 1.7951 2020-10-09 16:59:20,759 - mmaction - INFO - Epoch [181][960/1413] lr: 1.213e-01, eta: 1 day, 6:09:34, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3690, top5_acc: 0.6109, loss_cls: 2.9822, loss: 2.9822, grad_norm: 1.7910 2020-10-09 16:59:40,260 - mmaction - INFO - Epoch [181][980/1413] lr: 1.213e-01, eta: 1 day, 6:09:09, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3716, top5_acc: 0.6102, loss_cls: 2.9862, loss: 2.9862, grad_norm: 1.7951 2020-10-09 16:59:59,762 - mmaction - INFO - Epoch [181][1000/1413] lr: 1.213e-01, eta: 1 day, 6:08:43, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.3690, top5_acc: 0.6089, loss_cls: 3.0215, loss: 3.0215, grad_norm: 1.7902 2020-10-09 17:00:20,420 - mmaction - INFO - Epoch [181][1020/1413] lr: 1.213e-01, eta: 1 day, 6:08:24, time: 1.034, data_time: 0.003, memory: 8482, top1_acc: 0.3563, top5_acc: 0.5988, loss_cls: 3.0714, loss: 3.0714, grad_norm: 1.8199 2020-10-09 17:00:39,842 - mmaction - INFO - Epoch [181][1040/1413] lr: 1.213e-01, eta: 1 day, 6:07:58, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3572, top5_acc: 0.6061, loss_cls: 3.0261, loss: 3.0261, grad_norm: 1.7982 2020-10-09 17:00:59,273 - mmaction - INFO - Epoch [181][1060/1413] lr: 1.213e-01, eta: 1 day, 6:07:32, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3727, top5_acc: 0.6083, loss_cls: 2.9859, loss: 2.9859, grad_norm: 1.7921 2020-10-09 17:01:18,675 - mmaction - INFO - Epoch [181][1080/1413] lr: 1.213e-01, eta: 1 day, 6:07:05, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3686, top5_acc: 0.6099, loss_cls: 2.9958, loss: 2.9958, grad_norm: 1.8186 2020-10-09 17:01:38,073 - mmaction - INFO - Epoch [181][1100/1413] lr: 1.213e-01, eta: 1 day, 6:06:39, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3680, top5_acc: 0.5987, loss_cls: 3.0086, loss: 3.0086, grad_norm: 1.7960 2020-10-09 17:01:57,518 - mmaction - INFO - Epoch [181][1120/1413] lr: 1.213e-01, eta: 1 day, 6:06:13, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3652, top5_acc: 0.6068, loss_cls: 3.0315, loss: 3.0315, grad_norm: 1.7969 2020-10-09 17:02:16,935 - mmaction - INFO - Epoch [181][1140/1413] lr: 1.213e-01, eta: 1 day, 6:05:47, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3658, top5_acc: 0.6112, loss_cls: 3.0166, loss: 3.0166, grad_norm: 1.8128 2020-10-09 17:02:36,291 - mmaction - INFO - Epoch [181][1160/1413] lr: 1.213e-01, eta: 1 day, 6:05:20, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3689, top5_acc: 0.6042, loss_cls: 2.9966, loss: 2.9966, grad_norm: 1.7771 2020-10-09 17:02:55,714 - mmaction - INFO - Epoch [181][1180/1413] lr: 1.213e-01, eta: 1 day, 6:04:54, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3594, top5_acc: 0.6012, loss_cls: 3.0311, loss: 3.0311, grad_norm: 1.7690 2020-10-09 17:03:15,123 - mmaction - INFO - Epoch [181][1200/1413] lr: 1.213e-01, eta: 1 day, 6:04:28, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3686, top5_acc: 0.6142, loss_cls: 2.9848, loss: 2.9848, grad_norm: 1.7947 2020-10-09 17:03:34,492 - mmaction - INFO - Epoch [181][1220/1413] lr: 1.213e-01, eta: 1 day, 6:04:02, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3690, top5_acc: 0.6048, loss_cls: 2.9861, loss: 2.9861, grad_norm: 1.8141 2020-10-09 17:03:53,944 - mmaction - INFO - Epoch [181][1240/1413] lr: 1.213e-01, eta: 1 day, 6:03:36, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.3664, top5_acc: 0.6113, loss_cls: 2.9811, loss: 2.9811, grad_norm: 1.8042 2020-10-09 17:04:13,307 - mmaction - INFO - Epoch [181][1260/1413] lr: 1.213e-01, eta: 1 day, 6:03:10, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3759, top5_acc: 0.6033, loss_cls: 3.0004, loss: 3.0004, grad_norm: 1.7760 2020-10-09 17:04:32,720 - mmaction - INFO - Epoch [181][1280/1413] lr: 1.213e-01, eta: 1 day, 6:02:44, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3669, top5_acc: 0.6043, loss_cls: 3.0224, loss: 3.0224, grad_norm: 1.8011 2020-10-09 17:04:52,127 - mmaction - INFO - Epoch [181][1300/1413] lr: 1.213e-01, eta: 1 day, 6:02:18, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3738, top5_acc: 0.6165, loss_cls: 2.9449, loss: 2.9449, grad_norm: 1.7832 2020-10-09 17:05:11,531 - mmaction - INFO - Epoch [181][1320/1413] lr: 1.213e-01, eta: 1 day, 6:01:51, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3617, top5_acc: 0.6133, loss_cls: 3.0001, loss: 3.0001, grad_norm: 1.8095 2020-10-09 17:05:30,887 - mmaction - INFO - Epoch [181][1340/1413] lr: 1.213e-01, eta: 1 day, 6:01:25, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3736, top5_acc: 0.6016, loss_cls: 3.0118, loss: 3.0118, grad_norm: 1.8108 2020-10-09 17:05:50,317 - mmaction - INFO - Epoch [181][1360/1413] lr: 1.213e-01, eta: 1 day, 6:00:59, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3743, top5_acc: 0.6118, loss_cls: 2.9607, loss: 2.9607, grad_norm: 1.7869 2020-10-09 17:06:09,724 - mmaction - INFO - Epoch [181][1380/1413] lr: 1.213e-01, eta: 1 day, 6:00:33, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3724, top5_acc: 0.6070, loss_cls: 3.0108, loss: 3.0108, grad_norm: 1.8125 2020-10-09 17:06:29,134 - mmaction - INFO - Epoch [181][1400/1413] lr: 1.213e-01, eta: 1 day, 6:00:07, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3689, top5_acc: 0.6083, loss_cls: 2.9931, loss: 2.9931, grad_norm: 1.8029 2020-10-09 17:07:37,225 - mmaction - INFO - Epoch [182][20/1413] lr: 1.183e-01, eta: 1 day, 6:01:29, time: 2.684, data_time: 1.636, memory: 8482, top1_acc: 0.3651, top5_acc: 0.6121, loss_cls: 3.0118, loss: 3.0118, grad_norm: 1.8168 2020-10-09 17:07:56,464 - mmaction - INFO - Epoch [182][40/1413] lr: 1.183e-01, eta: 1 day, 6:01:02, time: 0.963, data_time: 0.003, memory: 8482, top1_acc: 0.3757, top5_acc: 0.6168, loss_cls: 2.9320, loss: 2.9320, grad_norm: 1.7802 2020-10-09 17:08:15,938 - mmaction - INFO - Epoch [182][60/1413] lr: 1.183e-01, eta: 1 day, 6:00:36, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3741, top5_acc: 0.6182, loss_cls: 2.9538, loss: 2.9538, grad_norm: 1.8032 2020-10-09 17:08:35,348 - mmaction - INFO - Epoch [182][80/1413] lr: 1.183e-01, eta: 1 day, 6:00:10, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3711, top5_acc: 0.6167, loss_cls: 2.9443, loss: 2.9443, grad_norm: 1.8011 2020-10-09 17:08:54,704 - mmaction - INFO - Epoch [182][100/1413] lr: 1.183e-01, eta: 1 day, 5:59:44, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3715, top5_acc: 0.6152, loss_cls: 2.9598, loss: 2.9598, grad_norm: 1.8181 2020-10-09 17:09:14,039 - mmaction - INFO - Epoch [182][120/1413] lr: 1.183e-01, eta: 1 day, 5:59:17, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3659, top5_acc: 0.6031, loss_cls: 2.9907, loss: 2.9907, grad_norm: 1.8040 2020-10-09 17:09:33,420 - mmaction - INFO - Epoch [182][140/1413] lr: 1.183e-01, eta: 1 day, 5:58:51, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3737, top5_acc: 0.6161, loss_cls: 2.9569, loss: 2.9569, grad_norm: 1.8017 2020-10-09 17:09:52,765 - mmaction - INFO - Epoch [182][160/1413] lr: 1.183e-01, eta: 1 day, 5:58:25, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3702, top5_acc: 0.6092, loss_cls: 3.0013, loss: 3.0013, grad_norm: 1.8076 2020-10-09 17:10:12,171 - mmaction - INFO - Epoch [182][180/1413] lr: 1.183e-01, eta: 1 day, 5:57:59, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3695, top5_acc: 0.6151, loss_cls: 2.9631, loss: 2.9631, grad_norm: 1.8274 2020-10-09 17:10:31,511 - mmaction - INFO - Epoch [182][200/1413] lr: 1.183e-01, eta: 1 day, 5:57:32, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3652, top5_acc: 0.6085, loss_cls: 2.9852, loss: 2.9852, grad_norm: 1.8087 2020-10-09 17:10:50,848 - mmaction - INFO - Epoch [182][220/1413] lr: 1.183e-01, eta: 1 day, 5:57:06, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3728, top5_acc: 0.6135, loss_cls: 2.9670, loss: 2.9670, grad_norm: 1.7982 2020-10-09 17:11:10,365 - mmaction - INFO - Epoch [182][240/1413] lr: 1.183e-01, eta: 1 day, 5:56:41, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3720, top5_acc: 0.6163, loss_cls: 2.9576, loss: 2.9576, grad_norm: 1.7680 2020-10-09 17:11:29,817 - mmaction - INFO - Epoch [182][260/1413] lr: 1.183e-01, eta: 1 day, 5:56:15, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3788, top5_acc: 0.6204, loss_cls: 2.9296, loss: 2.9296, grad_norm: 1.8139 2020-10-09 17:11:49,240 - mmaction - INFO - Epoch [182][280/1413] lr: 1.183e-01, eta: 1 day, 5:55:49, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3719, top5_acc: 0.6214, loss_cls: 2.9687, loss: 2.9687, grad_norm: 1.8476 2020-10-09 17:12:08,742 - mmaction - INFO - Epoch [182][300/1413] lr: 1.183e-01, eta: 1 day, 5:55:24, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.3650, top5_acc: 0.6074, loss_cls: 3.0209, loss: 3.0209, grad_norm: 1.8154 2020-10-09 17:12:28,168 - mmaction - INFO - Epoch [182][320/1413] lr: 1.183e-01, eta: 1 day, 5:54:58, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3618, top5_acc: 0.6065, loss_cls: 3.0436, loss: 3.0436, grad_norm: 1.8211 2020-10-09 17:12:47,553 - mmaction - INFO - Epoch [182][340/1413] lr: 1.183e-01, eta: 1 day, 5:54:32, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3678, top5_acc: 0.6135, loss_cls: 2.9762, loss: 2.9762, grad_norm: 1.8313 2020-10-09 17:13:06,907 - mmaction - INFO - Epoch [182][360/1413] lr: 1.183e-01, eta: 1 day, 5:54:05, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3660, top5_acc: 0.6128, loss_cls: 2.9832, loss: 2.9832, grad_norm: 1.8191 2020-10-09 17:13:26,370 - mmaction - INFO - Epoch [182][380/1413] lr: 1.183e-01, eta: 1 day, 5:53:40, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3665, top5_acc: 0.6029, loss_cls: 3.0128, loss: 3.0128, grad_norm: 1.8370 2020-10-09 17:13:45,742 - mmaction - INFO - Epoch [182][400/1413] lr: 1.183e-01, eta: 1 day, 5:53:14, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3746, top5_acc: 0.6158, loss_cls: 2.9626, loss: 2.9626, grad_norm: 1.8140 2020-10-09 17:14:05,193 - mmaction - INFO - Epoch [182][420/1413] lr: 1.183e-01, eta: 1 day, 5:52:48, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.3629, top5_acc: 0.6056, loss_cls: 3.0083, loss: 3.0083, grad_norm: 1.8247 2020-10-09 17:14:24,642 - mmaction - INFO - Epoch [182][440/1413] lr: 1.183e-01, eta: 1 day, 5:52:23, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3676, top5_acc: 0.6090, loss_cls: 3.0033, loss: 3.0033, grad_norm: 1.8072 2020-10-09 17:14:44,085 - mmaction - INFO - Epoch [182][460/1413] lr: 1.183e-01, eta: 1 day, 5:51:57, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3643, top5_acc: 0.6051, loss_cls: 3.0079, loss: 3.0079, grad_norm: 1.8287 2020-10-09 17:15:03,579 - mmaction - INFO - Epoch [182][480/1413] lr: 1.183e-01, eta: 1 day, 5:51:32, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3665, top5_acc: 0.6154, loss_cls: 2.9876, loss: 2.9876, grad_norm: 1.7802 2020-10-09 17:15:23,008 - mmaction - INFO - Epoch [182][500/1413] lr: 1.183e-01, eta: 1 day, 5:51:06, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3658, top5_acc: 0.6121, loss_cls: 2.9688, loss: 2.9688, grad_norm: 1.8351 2020-10-09 17:15:42,387 - mmaction - INFO - Epoch [182][520/1413] lr: 1.183e-01, eta: 1 day, 5:50:40, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3693, top5_acc: 0.6103, loss_cls: 2.9920, loss: 2.9920, grad_norm: 1.8223 2020-10-09 17:16:01,775 - mmaction - INFO - Epoch [182][540/1413] lr: 1.183e-01, eta: 1 day, 5:50:14, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3794, top5_acc: 0.6109, loss_cls: 2.9780, loss: 2.9780, grad_norm: 1.8141 2020-10-09 17:16:21,227 - mmaction - INFO - Epoch [182][560/1413] lr: 1.183e-01, eta: 1 day, 5:49:49, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3724, top5_acc: 0.6081, loss_cls: 2.9699, loss: 2.9699, grad_norm: 1.8086 2020-10-09 17:16:40,633 - mmaction - INFO - Epoch [182][580/1413] lr: 1.183e-01, eta: 1 day, 5:49:23, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3699, top5_acc: 0.6076, loss_cls: 2.9810, loss: 2.9810, grad_norm: 1.7933 2020-10-09 17:17:00,036 - mmaction - INFO - Epoch [182][600/1413] lr: 1.183e-01, eta: 1 day, 5:48:57, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3781, top5_acc: 0.6216, loss_cls: 2.9312, loss: 2.9312, grad_norm: 1.7960 2020-10-09 17:17:19,435 - mmaction - INFO - Epoch [182][620/1413] lr: 1.183e-01, eta: 1 day, 5:48:31, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3764, top5_acc: 0.6223, loss_cls: 2.9275, loss: 2.9275, grad_norm: 1.8190 2020-10-09 17:17:38,845 - mmaction - INFO - Epoch [182][640/1413] lr: 1.183e-01, eta: 1 day, 5:48:06, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3684, top5_acc: 0.6079, loss_cls: 2.9803, loss: 2.9803, grad_norm: 1.8227 2020-10-09 17:17:58,279 - mmaction - INFO - Epoch [182][660/1413] lr: 1.183e-01, eta: 1 day, 5:47:40, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3758, top5_acc: 0.6155, loss_cls: 2.9240, loss: 2.9240, grad_norm: 1.8148 2020-10-09 17:18:17,699 - mmaction - INFO - Epoch [182][680/1413] lr: 1.183e-01, eta: 1 day, 5:47:15, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.3776, top5_acc: 0.6066, loss_cls: 2.9905, loss: 2.9905, grad_norm: 1.7937 2020-10-09 17:18:37,149 - mmaction - INFO - Epoch [182][700/1413] lr: 1.183e-01, eta: 1 day, 5:46:49, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3697, top5_acc: 0.6051, loss_cls: 3.0262, loss: 3.0262, grad_norm: 1.8293 2020-10-09 17:18:56,574 - mmaction - INFO - Epoch [182][720/1413] lr: 1.183e-01, eta: 1 day, 5:46:23, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3707, top5_acc: 0.6091, loss_cls: 3.0055, loss: 3.0055, grad_norm: 1.8145 2020-10-09 17:19:15,971 - mmaction - INFO - Epoch [182][740/1413] lr: 1.183e-01, eta: 1 day, 5:45:58, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3768, top5_acc: 0.6147, loss_cls: 2.9964, loss: 2.9964, grad_norm: 1.8127 2020-10-09 17:19:35,430 - mmaction - INFO - Epoch [182][760/1413] lr: 1.183e-01, eta: 1 day, 5:45:32, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3612, top5_acc: 0.6047, loss_cls: 3.0158, loss: 3.0158, grad_norm: 1.8218 2020-10-09 17:19:54,838 - mmaction - INFO - Epoch [182][780/1413] lr: 1.183e-01, eta: 1 day, 5:45:07, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3634, top5_acc: 0.6042, loss_cls: 3.0373, loss: 3.0373, grad_norm: 1.8351 2020-10-09 17:20:14,215 - mmaction - INFO - Epoch [182][800/1413] lr: 1.183e-01, eta: 1 day, 5:44:41, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3771, top5_acc: 0.6141, loss_cls: 2.9764, loss: 2.9764, grad_norm: 1.7889 2020-10-09 17:20:33,673 - mmaction - INFO - Epoch [182][820/1413] lr: 1.183e-01, eta: 1 day, 5:44:16, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3654, top5_acc: 0.6182, loss_cls: 2.9629, loss: 2.9629, grad_norm: 1.8308 2020-10-09 17:20:53,079 - mmaction - INFO - Epoch [182][840/1413] lr: 1.183e-01, eta: 1 day, 5:43:50, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3776, top5_acc: 0.6082, loss_cls: 2.9783, loss: 2.9783, grad_norm: 1.8083 2020-10-09 17:21:12,469 - mmaction - INFO - Epoch [182][860/1413] lr: 1.183e-01, eta: 1 day, 5:43:24, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3706, top5_acc: 0.6182, loss_cls: 2.9494, loss: 2.9494, grad_norm: 1.8276 2020-10-09 17:21:31,894 - mmaction - INFO - Epoch [182][880/1413] lr: 1.183e-01, eta: 1 day, 5:42:59, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3725, top5_acc: 0.6250, loss_cls: 2.9319, loss: 2.9319, grad_norm: 1.8403 2020-10-09 17:21:51,290 - mmaction - INFO - Epoch [182][900/1413] lr: 1.183e-01, eta: 1 day, 5:42:33, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3721, top5_acc: 0.6134, loss_cls: 2.9689, loss: 2.9689, grad_norm: 1.8186 2020-10-09 17:22:10,709 - mmaction - INFO - Epoch [182][920/1413] lr: 1.183e-01, eta: 1 day, 5:42:08, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3689, top5_acc: 0.6044, loss_cls: 3.0051, loss: 3.0051, grad_norm: 1.8099 2020-10-09 17:22:30,068 - mmaction - INFO - Epoch [182][940/1413] lr: 1.183e-01, eta: 1 day, 5:41:42, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3680, top5_acc: 0.6142, loss_cls: 2.9643, loss: 2.9643, grad_norm: 1.8149 2020-10-09 17:22:49,507 - mmaction - INFO - Epoch [182][960/1413] lr: 1.183e-01, eta: 1 day, 5:41:17, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3632, top5_acc: 0.6026, loss_cls: 3.0256, loss: 3.0256, grad_norm: 1.8431 2020-10-09 17:23:08,913 - mmaction - INFO - Epoch [182][980/1413] lr: 1.183e-01, eta: 1 day, 5:40:51, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3688, top5_acc: 0.6116, loss_cls: 2.9896, loss: 2.9896, grad_norm: 1.8381 2020-10-09 17:23:28,276 - mmaction - INFO - Epoch [182][1000/1413] lr: 1.183e-01, eta: 1 day, 5:40:25, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3607, top5_acc: 0.6096, loss_cls: 3.0065, loss: 3.0065, grad_norm: 1.8143 2020-10-09 17:23:47,684 - mmaction - INFO - Epoch [182][1020/1413] lr: 1.183e-01, eta: 1 day, 5:40:00, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3699, top5_acc: 0.6109, loss_cls: 2.9881, loss: 2.9881, grad_norm: 1.8259 2020-10-09 17:24:07,093 - mmaction - INFO - Epoch [182][1040/1413] lr: 1.183e-01, eta: 1 day, 5:39:35, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3634, top5_acc: 0.5973, loss_cls: 3.0042, loss: 3.0042, grad_norm: 1.8300 2020-10-09 17:24:26,465 - mmaction - INFO - Epoch [182][1060/1413] lr: 1.183e-01, eta: 1 day, 5:39:09, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3698, top5_acc: 0.6014, loss_cls: 3.0148, loss: 3.0148, grad_norm: 1.8085 2020-10-09 17:24:45,778 - mmaction - INFO - Epoch [182][1080/1413] lr: 1.183e-01, eta: 1 day, 5:38:43, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3849, top5_acc: 0.6181, loss_cls: 2.9675, loss: 2.9675, grad_norm: 1.8372 2020-10-09 17:25:05,196 - mmaction - INFO - Epoch [182][1100/1413] lr: 1.183e-01, eta: 1 day, 5:38:18, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3711, top5_acc: 0.6118, loss_cls: 3.0002, loss: 3.0002, grad_norm: 1.8192 2020-10-09 17:25:24,568 - mmaction - INFO - Epoch [182][1120/1413] lr: 1.183e-01, eta: 1 day, 5:37:52, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3641, top5_acc: 0.5984, loss_cls: 3.0460, loss: 3.0460, grad_norm: 1.8098 2020-10-09 17:25:44,026 - mmaction - INFO - Epoch [182][1140/1413] lr: 1.183e-01, eta: 1 day, 5:37:27, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3737, top5_acc: 0.6147, loss_cls: 2.9616, loss: 2.9616, grad_norm: 1.7873 2020-10-09 17:26:03,455 - mmaction - INFO - Epoch [182][1160/1413] lr: 1.183e-01, eta: 1 day, 5:37:02, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3526, top5_acc: 0.5979, loss_cls: 3.0423, loss: 3.0423, grad_norm: 1.8159 2020-10-09 17:26:22,928 - mmaction - INFO - Epoch [182][1180/1413] lr: 1.183e-01, eta: 1 day, 5:36:37, time: 0.974, data_time: 0.003, memory: 8482, top1_acc: 0.3687, top5_acc: 0.6083, loss_cls: 2.9903, loss: 2.9903, grad_norm: 1.8050 2020-10-09 17:26:42,348 - mmaction - INFO - Epoch [182][1200/1413] lr: 1.183e-01, eta: 1 day, 5:36:11, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3745, top5_acc: 0.6150, loss_cls: 2.9693, loss: 2.9693, grad_norm: 1.8116 2020-10-09 17:27:01,773 - mmaction - INFO - Epoch [182][1220/1413] lr: 1.183e-01, eta: 1 day, 5:35:46, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3707, top5_acc: 0.6095, loss_cls: 2.9957, loss: 2.9957, grad_norm: 1.8228 2020-10-09 17:27:21,183 - mmaction - INFO - Epoch [182][1240/1413] lr: 1.183e-01, eta: 1 day, 5:35:21, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3646, top5_acc: 0.6083, loss_cls: 3.0060, loss: 3.0060, grad_norm: 1.7990 2020-10-09 17:27:40,549 - mmaction - INFO - Epoch [182][1260/1413] lr: 1.183e-01, eta: 1 day, 5:34:55, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3759, top5_acc: 0.6109, loss_cls: 2.9861, loss: 2.9861, grad_norm: 1.8344 2020-10-09 17:27:59,901 - mmaction - INFO - Epoch [182][1280/1413] lr: 1.183e-01, eta: 1 day, 5:34:30, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3695, top5_acc: 0.6053, loss_cls: 3.0255, loss: 3.0255, grad_norm: 1.8138 2020-10-09 17:28:19,269 - mmaction - INFO - Epoch [182][1300/1413] lr: 1.183e-01, eta: 1 day, 5:34:04, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3693, top5_acc: 0.6102, loss_cls: 2.9803, loss: 2.9803, grad_norm: 1.7952 2020-10-09 17:28:38,697 - mmaction - INFO - Epoch [182][1320/1413] lr: 1.183e-01, eta: 1 day, 5:33:39, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3721, top5_acc: 0.6134, loss_cls: 2.9926, loss: 2.9926, grad_norm: 1.7893 2020-10-09 17:28:58,061 - mmaction - INFO - Epoch [182][1340/1413] lr: 1.183e-01, eta: 1 day, 5:33:13, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3767, top5_acc: 0.6141, loss_cls: 2.9285, loss: 2.9285, grad_norm: 1.7865 2020-10-09 17:29:17,478 - mmaction - INFO - Epoch [182][1360/1413] lr: 1.183e-01, eta: 1 day, 5:32:48, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3639, top5_acc: 0.6021, loss_cls: 3.0069, loss: 3.0069, grad_norm: 1.8277 2020-10-09 17:29:36,935 - mmaction - INFO - Epoch [182][1380/1413] lr: 1.183e-01, eta: 1 day, 5:32:23, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3645, top5_acc: 0.6059, loss_cls: 3.0014, loss: 3.0014, grad_norm: 1.8079 2020-10-09 17:29:56,297 - mmaction - INFO - Epoch [182][1400/1413] lr: 1.183e-01, eta: 1 day, 5:31:58, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3603, top5_acc: 0.6060, loss_cls: 3.0245, loss: 3.0245, grad_norm: 1.8364 2020-10-09 17:30:59,653 - mmaction - INFO - Epoch [183][20/1413] lr: 1.154e-01, eta: 1 day, 5:32:52, time: 2.512, data_time: 1.494, memory: 8482, top1_acc: 0.3721, top5_acc: 0.6132, loss_cls: 2.9505, loss: 2.9505, grad_norm: 1.8250 2020-10-09 17:31:18,939 - mmaction - INFO - Epoch [183][40/1413] lr: 1.154e-01, eta: 1 day, 5:32:26, time: 0.965, data_time: 0.003, memory: 8482, top1_acc: 0.3770, top5_acc: 0.6172, loss_cls: 2.9507, loss: 2.9507, grad_norm: 1.8062 2020-10-09 17:31:38,233 - mmaction - INFO - Epoch [183][60/1413] lr: 1.154e-01, eta: 1 day, 5:32:00, time: 0.964, data_time: 0.002, memory: 8482, top1_acc: 0.3732, top5_acc: 0.6135, loss_cls: 2.9630, loss: 2.9630, grad_norm: 1.8288 2020-10-09 17:31:57,638 - mmaction - INFO - Epoch [183][80/1413] lr: 1.154e-01, eta: 1 day, 5:31:35, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3803, top5_acc: 0.6135, loss_cls: 2.9403, loss: 2.9403, grad_norm: 1.8170 2020-10-09 17:32:17,003 - mmaction - INFO - Epoch [183][100/1413] lr: 1.154e-01, eta: 1 day, 5:31:10, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3648, top5_acc: 0.6118, loss_cls: 3.0110, loss: 3.0110, grad_norm: 1.8518 2020-10-09 17:32:36,418 - mmaction - INFO - Epoch [183][120/1413] lr: 1.154e-01, eta: 1 day, 5:30:44, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3694, top5_acc: 0.6052, loss_cls: 2.9773, loss: 2.9773, grad_norm: 1.7855 2020-10-09 17:32:55,811 - mmaction - INFO - Epoch [183][140/1413] lr: 1.154e-01, eta: 1 day, 5:30:19, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3678, top5_acc: 0.6142, loss_cls: 2.9756, loss: 2.9756, grad_norm: 1.8133 2020-10-09 17:33:15,165 - mmaction - INFO - Epoch [183][160/1413] lr: 1.154e-01, eta: 1 day, 5:29:54, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3812, top5_acc: 0.6199, loss_cls: 2.9163, loss: 2.9163, grad_norm: 1.7953 2020-10-09 17:33:34,562 - mmaction - INFO - Epoch [183][180/1413] lr: 1.154e-01, eta: 1 day, 5:29:28, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3855, top5_acc: 0.6241, loss_cls: 2.9190, loss: 2.9190, grad_norm: 1.8204 2020-10-09 17:33:53,933 - mmaction - INFO - Epoch [183][200/1413] lr: 1.154e-01, eta: 1 day, 5:29:03, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3733, top5_acc: 0.6116, loss_cls: 2.9553, loss: 2.9553, grad_norm: 1.8349 2020-10-09 17:34:13,300 - mmaction - INFO - Epoch [183][220/1413] lr: 1.154e-01, eta: 1 day, 5:28:38, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3728, top5_acc: 0.6229, loss_cls: 2.9777, loss: 2.9777, grad_norm: 1.8248 2020-10-09 17:34:32,646 - mmaction - INFO - Epoch [183][240/1413] lr: 1.154e-01, eta: 1 day, 5:28:12, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.3790, top5_acc: 0.6197, loss_cls: 2.9508, loss: 2.9508, grad_norm: 1.8243 2020-10-09 17:34:52,121 - mmaction - INFO - Epoch [183][260/1413] lr: 1.154e-01, eta: 1 day, 5:27:47, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.3690, top5_acc: 0.6163, loss_cls: 2.9657, loss: 2.9657, grad_norm: 1.8316 2020-10-09 17:35:11,457 - mmaction - INFO - Epoch [183][280/1413] lr: 1.154e-01, eta: 1 day, 5:27:22, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.3699, top5_acc: 0.6142, loss_cls: 2.9595, loss: 2.9595, grad_norm: 1.8346 2020-10-09 17:35:30,898 - mmaction - INFO - Epoch [183][300/1413] lr: 1.154e-01, eta: 1 day, 5:26:57, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.3753, top5_acc: 0.6161, loss_cls: 2.9343, loss: 2.9343, grad_norm: 1.8216 2020-10-09 17:35:50,227 - mmaction - INFO - Epoch [183][320/1413] lr: 1.154e-01, eta: 1 day, 5:26:31, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.3721, top5_acc: 0.6128, loss_cls: 2.9482, loss: 2.9482, grad_norm: 1.8253 2020-10-09 17:36:09,682 - mmaction - INFO - Epoch [183][340/1413] lr: 1.154e-01, eta: 1 day, 5:26:06, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.3659, top5_acc: 0.6154, loss_cls: 2.9521, loss: 2.9521, grad_norm: 1.8483 2020-10-09 17:36:29,099 - mmaction - INFO - Epoch [183][360/1413] lr: 1.154e-01, eta: 1 day, 5:25:41, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3737, top5_acc: 0.6208, loss_cls: 2.9576, loss: 2.9576, grad_norm: 1.8510 2020-10-09 17:36:48,484 - mmaction - INFO - Epoch [183][380/1413] lr: 1.154e-01, eta: 1 day, 5:25:16, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3719, top5_acc: 0.6137, loss_cls: 2.9676, loss: 2.9676, grad_norm: 1.8356 2020-10-09 17:37:07,857 - mmaction - INFO - Epoch [183][400/1413] lr: 1.154e-01, eta: 1 day, 5:24:50, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3814, top5_acc: 0.6125, loss_cls: 2.9287, loss: 2.9287, grad_norm: 1.8108 2020-10-09 17:37:27,243 - mmaction - INFO - Epoch [183][420/1413] lr: 1.154e-01, eta: 1 day, 5:24:25, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3762, top5_acc: 0.6211, loss_cls: 2.9358, loss: 2.9358, grad_norm: 1.8289 2020-10-09 17:37:46,569 - mmaction - INFO - Epoch [183][440/1413] lr: 1.154e-01, eta: 1 day, 5:24:00, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3747, top5_acc: 0.6163, loss_cls: 2.9579, loss: 2.9579, grad_norm: 1.8139 2020-10-09 17:38:05,991 - mmaction - INFO - Epoch [183][460/1413] lr: 1.154e-01, eta: 1 day, 5:23:35, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3723, top5_acc: 0.6104, loss_cls: 2.9823, loss: 2.9823, grad_norm: 1.8329 2020-10-09 17:38:25,364 - mmaction - INFO - Epoch [183][480/1413] lr: 1.154e-01, eta: 1 day, 5:23:10, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3694, top5_acc: 0.6141, loss_cls: 2.9705, loss: 2.9705, grad_norm: 1.8464 2020-10-09 17:38:44,780 - mmaction - INFO - Epoch [183][500/1413] lr: 1.154e-01, eta: 1 day, 5:22:44, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3714, top5_acc: 0.6143, loss_cls: 2.9772, loss: 2.9772, grad_norm: 1.8569 2020-10-09 17:39:04,187 - mmaction - INFO - Epoch [183][520/1413] lr: 1.154e-01, eta: 1 day, 5:22:19, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3578, top5_acc: 0.6001, loss_cls: 3.0410, loss: 3.0410, grad_norm: 1.8409 2020-10-09 17:39:23,600 - mmaction - INFO - Epoch [183][540/1413] lr: 1.154e-01, eta: 1 day, 5:21:54, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3742, top5_acc: 0.6141, loss_cls: 2.9753, loss: 2.9753, grad_norm: 1.8506 2020-10-09 17:39:42,968 - mmaction - INFO - Epoch [183][560/1413] lr: 1.154e-01, eta: 1 day, 5:21:29, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3690, top5_acc: 0.6115, loss_cls: 2.9857, loss: 2.9857, grad_norm: 1.8398 2020-10-09 17:40:02,282 - mmaction - INFO - Epoch [183][580/1413] lr: 1.154e-01, eta: 1 day, 5:21:04, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3732, top5_acc: 0.6143, loss_cls: 2.9735, loss: 2.9735, grad_norm: 1.8376 2020-10-09 17:40:21,693 - mmaction - INFO - Epoch [183][600/1413] lr: 1.154e-01, eta: 1 day, 5:20:39, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3740, top5_acc: 0.6160, loss_cls: 2.9606, loss: 2.9606, grad_norm: 1.8269 2020-10-09 17:40:41,030 - mmaction - INFO - Epoch [183][620/1413] lr: 1.154e-01, eta: 1 day, 5:20:13, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3659, top5_acc: 0.6079, loss_cls: 2.9905, loss: 2.9905, grad_norm: 1.8147 2020-10-09 17:41:00,445 - mmaction - INFO - Epoch [183][640/1413] lr: 1.154e-01, eta: 1 day, 5:19:48, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3737, top5_acc: 0.6126, loss_cls: 2.9603, loss: 2.9603, grad_norm: 1.8321 2020-10-09 17:41:19,842 - mmaction - INFO - Epoch [183][660/1413] lr: 1.154e-01, eta: 1 day, 5:19:24, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3626, top5_acc: 0.6089, loss_cls: 3.0182, loss: 3.0182, grad_norm: 1.8539 2020-10-09 17:41:39,164 - mmaction - INFO - Epoch [183][680/1413] lr: 1.154e-01, eta: 1 day, 5:18:58, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3689, top5_acc: 0.6082, loss_cls: 2.9870, loss: 2.9870, grad_norm: 1.8058 2020-10-09 17:41:58,528 - mmaction - INFO - Epoch [183][700/1413] lr: 1.154e-01, eta: 1 day, 5:18:33, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3697, top5_acc: 0.6090, loss_cls: 2.9917, loss: 2.9917, grad_norm: 1.8114 2020-10-09 17:42:17,930 - mmaction - INFO - Epoch [183][720/1413] lr: 1.154e-01, eta: 1 day, 5:18:08, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3611, top5_acc: 0.6078, loss_cls: 3.0009, loss: 3.0009, grad_norm: 1.8272 2020-10-09 17:42:37,336 - mmaction - INFO - Epoch [183][740/1413] lr: 1.154e-01, eta: 1 day, 5:17:43, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3783, top5_acc: 0.6051, loss_cls: 2.9961, loss: 2.9961, grad_norm: 1.8239 2020-10-09 17:42:56,674 - mmaction - INFO - Epoch [183][760/1413] lr: 1.154e-01, eta: 1 day, 5:17:18, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3704, top5_acc: 0.6103, loss_cls: 2.9798, loss: 2.9798, grad_norm: 1.8450 2020-10-09 17:43:16,067 - mmaction - INFO - Epoch [183][780/1413] lr: 1.154e-01, eta: 1 day, 5:16:53, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3706, top5_acc: 0.6121, loss_cls: 2.9910, loss: 2.9910, grad_norm: 1.8160 2020-10-09 17:43:35,464 - mmaction - INFO - Epoch [183][800/1413] lr: 1.154e-01, eta: 1 day, 5:16:28, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3750, top5_acc: 0.6172, loss_cls: 2.9723, loss: 2.9723, grad_norm: 1.8139 2020-10-09 17:43:54,869 - mmaction - INFO - Epoch [183][820/1413] lr: 1.154e-01, eta: 1 day, 5:16:03, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3780, top5_acc: 0.6134, loss_cls: 2.9711, loss: 2.9711, grad_norm: 1.8183 2020-10-09 17:44:14,240 - mmaction - INFO - Epoch [183][840/1413] lr: 1.154e-01, eta: 1 day, 5:15:38, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3721, top5_acc: 0.6120, loss_cls: 2.9670, loss: 2.9670, grad_norm: 1.7946 2020-10-09 17:44:33,647 - mmaction - INFO - Epoch [183][860/1413] lr: 1.154e-01, eta: 1 day, 5:15:13, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3736, top5_acc: 0.6151, loss_cls: 2.9660, loss: 2.9660, grad_norm: 1.8232 2020-10-09 17:44:53,035 - mmaction - INFO - Epoch [183][880/1413] lr: 1.154e-01, eta: 1 day, 5:14:48, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3697, top5_acc: 0.6005, loss_cls: 3.0265, loss: 3.0265, grad_norm: 1.8129 2020-10-09 17:45:12,422 - mmaction - INFO - Epoch [183][900/1413] lr: 1.154e-01, eta: 1 day, 5:14:23, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3616, top5_acc: 0.6018, loss_cls: 3.0254, loss: 3.0254, grad_norm: 1.8085 2020-10-09 17:45:31,808 - mmaction - INFO - Epoch [183][920/1413] lr: 1.154e-01, eta: 1 day, 5:13:58, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3704, top5_acc: 0.6217, loss_cls: 2.9486, loss: 2.9486, grad_norm: 1.8030 2020-10-09 17:45:51,194 - mmaction - INFO - Epoch [183][940/1413] lr: 1.154e-01, eta: 1 day, 5:13:33, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3720, top5_acc: 0.6105, loss_cls: 2.9692, loss: 2.9692, grad_norm: 1.8418 2020-10-09 17:46:10,611 - mmaction - INFO - Epoch [183][960/1413] lr: 1.154e-01, eta: 1 day, 5:13:09, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3811, top5_acc: 0.6190, loss_cls: 2.9467, loss: 2.9467, grad_norm: 1.8523 2020-10-09 17:46:29,941 - mmaction - INFO - Epoch [183][980/1413] lr: 1.154e-01, eta: 1 day, 5:12:43, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3776, top5_acc: 0.6094, loss_cls: 2.9795, loss: 2.9795, grad_norm: 1.8269 2020-10-09 17:46:49,298 - mmaction - INFO - Epoch [183][1000/1413] lr: 1.154e-01, eta: 1 day, 5:12:18, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3693, top5_acc: 0.6112, loss_cls: 2.9963, loss: 2.9963, grad_norm: 1.8109 2020-10-09 17:47:08,705 - mmaction - INFO - Epoch [183][1020/1413] lr: 1.154e-01, eta: 1 day, 5:11:54, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3694, top5_acc: 0.6109, loss_cls: 2.9750, loss: 2.9750, grad_norm: 1.8489 2020-10-09 17:47:28,136 - mmaction - INFO - Epoch [183][1040/1413] lr: 1.154e-01, eta: 1 day, 5:11:29, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3622, top5_acc: 0.6108, loss_cls: 3.0097, loss: 3.0097, grad_norm: 1.8305 2020-10-09 17:47:47,514 - mmaction - INFO - Epoch [183][1060/1413] lr: 1.154e-01, eta: 1 day, 5:11:04, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3905, top5_acc: 0.6201, loss_cls: 2.9244, loss: 2.9244, grad_norm: 1.8173 2020-10-09 17:48:06,890 - mmaction - INFO - Epoch [183][1080/1413] lr: 1.154e-01, eta: 1 day, 5:10:39, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3772, top5_acc: 0.6215, loss_cls: 2.9502, loss: 2.9502, grad_norm: 1.8319 2020-10-09 17:48:26,236 - mmaction - INFO - Epoch [183][1100/1413] lr: 1.154e-01, eta: 1 day, 5:10:14, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3734, top5_acc: 0.6072, loss_cls: 2.9902, loss: 2.9902, grad_norm: 1.8273 2020-10-09 17:48:45,610 - mmaction - INFO - Epoch [183][1120/1413] lr: 1.154e-01, eta: 1 day, 5:09:49, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3721, top5_acc: 0.6148, loss_cls: 2.9989, loss: 2.9989, grad_norm: 1.8437 2020-10-09 17:49:04,965 - mmaction - INFO - Epoch [183][1140/1413] lr: 1.154e-01, eta: 1 day, 5:09:24, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3613, top5_acc: 0.5983, loss_cls: 3.0291, loss: 3.0291, grad_norm: 1.8224 2020-10-09 17:49:24,402 - mmaction - INFO - Epoch [183][1160/1413] lr: 1.154e-01, eta: 1 day, 5:09:00, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3711, top5_acc: 0.6198, loss_cls: 2.9537, loss: 2.9537, grad_norm: 1.8137 2020-10-09 17:49:43,757 - mmaction - INFO - Epoch [183][1180/1413] lr: 1.154e-01, eta: 1 day, 5:08:35, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3698, top5_acc: 0.6074, loss_cls: 3.0017, loss: 3.0017, grad_norm: 1.8285 2020-10-09 17:50:03,147 - mmaction - INFO - Epoch [183][1200/1413] lr: 1.154e-01, eta: 1 day, 5:08:10, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3702, top5_acc: 0.6113, loss_cls: 2.9878, loss: 2.9878, grad_norm: 1.8282 2020-10-09 17:50:22,546 - mmaction - INFO - Epoch [183][1220/1413] lr: 1.154e-01, eta: 1 day, 5:07:45, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3721, top5_acc: 0.6077, loss_cls: 2.9837, loss: 2.9837, grad_norm: 1.8116 2020-10-09 17:50:41,900 - mmaction - INFO - Epoch [183][1240/1413] lr: 1.154e-01, eta: 1 day, 5:07:20, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3687, top5_acc: 0.6130, loss_cls: 2.9870, loss: 2.9870, grad_norm: 1.8557 2020-10-09 17:51:01,309 - mmaction - INFO - Epoch [183][1260/1413] lr: 1.154e-01, eta: 1 day, 5:06:56, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3732, top5_acc: 0.6098, loss_cls: 2.9735, loss: 2.9735, grad_norm: 1.8282 2020-10-09 17:51:20,711 - mmaction - INFO - Epoch [183][1280/1413] lr: 1.154e-01, eta: 1 day, 5:06:31, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3576, top5_acc: 0.6070, loss_cls: 3.0381, loss: 3.0381, grad_norm: 1.8519 2020-10-09 17:51:40,099 - mmaction - INFO - Epoch [183][1300/1413] lr: 1.154e-01, eta: 1 day, 5:06:06, time: 0.970, data_time: 0.004, memory: 8482, top1_acc: 0.3806, top5_acc: 0.6148, loss_cls: 2.9441, loss: 2.9441, grad_norm: 1.7931 2020-10-09 17:51:59,511 - mmaction - INFO - Epoch [183][1320/1413] lr: 1.154e-01, eta: 1 day, 5:05:42, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3724, top5_acc: 0.6111, loss_cls: 2.9748, loss: 2.9748, grad_norm: 1.8345 2020-10-09 17:52:18,911 - mmaction - INFO - Epoch [183][1340/1413] lr: 1.154e-01, eta: 1 day, 5:05:17, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3578, top5_acc: 0.6112, loss_cls: 2.9900, loss: 2.9900, grad_norm: 1.8526 2020-10-09 17:52:38,233 - mmaction - INFO - Epoch [183][1360/1413] lr: 1.154e-01, eta: 1 day, 5:04:52, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.3629, top5_acc: 0.6065, loss_cls: 3.0036, loss: 3.0036, grad_norm: 1.8572 2020-10-09 17:52:57,684 - mmaction - INFO - Epoch [183][1380/1413] lr: 1.154e-01, eta: 1 day, 5:04:28, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.3685, top5_acc: 0.6035, loss_cls: 3.0185, loss: 3.0185, grad_norm: 1.8251 2020-10-09 17:53:17,117 - mmaction - INFO - Epoch [183][1400/1413] lr: 1.154e-01, eta: 1 day, 5:04:03, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3684, top5_acc: 0.6060, loss_cls: 2.9999, loss: 2.9999, grad_norm: 1.8386 2020-10-09 17:54:20,511 - mmaction - INFO - Epoch [184][20/1413] lr: 1.125e-01, eta: 1 day, 5:04:52, time: 2.520, data_time: 1.478, memory: 8482, top1_acc: 0.3766, top5_acc: 0.6198, loss_cls: 2.9409, loss: 2.9409, grad_norm: 1.8188 2020-10-09 17:54:39,838 - mmaction - INFO - Epoch [184][40/1413] lr: 1.125e-01, eta: 1 day, 5:04:27, time: 0.966, data_time: 0.003, memory: 8482, top1_acc: 0.3801, top5_acc: 0.6228, loss_cls: 2.9240, loss: 2.9240, grad_norm: 1.8284 2020-10-09 17:54:59,187 - mmaction - INFO - Epoch [184][60/1413] lr: 1.125e-01, eta: 1 day, 5:04:02, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3783, top5_acc: 0.6174, loss_cls: 2.9576, loss: 2.9576, grad_norm: 1.8381 2020-10-09 17:55:18,501 - mmaction - INFO - Epoch [184][80/1413] lr: 1.125e-01, eta: 1 day, 5:03:37, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3702, top5_acc: 0.6138, loss_cls: 2.9590, loss: 2.9590, grad_norm: 1.8288 2020-10-09 17:55:37,901 - mmaction - INFO - Epoch [184][100/1413] lr: 1.125e-01, eta: 1 day, 5:03:12, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3746, top5_acc: 0.6130, loss_cls: 2.9532, loss: 2.9532, grad_norm: 1.8441 2020-10-09 17:55:57,285 - mmaction - INFO - Epoch [184][120/1413] lr: 1.125e-01, eta: 1 day, 5:02:48, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3841, top5_acc: 0.6232, loss_cls: 2.9210, loss: 2.9210, grad_norm: 1.8374 2020-10-09 17:56:16,711 - mmaction - INFO - Epoch [184][140/1413] lr: 1.125e-01, eta: 1 day, 5:02:23, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3870, top5_acc: 0.6225, loss_cls: 2.9141, loss: 2.9141, grad_norm: 1.8179 2020-10-09 17:56:36,040 - mmaction - INFO - Epoch [184][160/1413] lr: 1.125e-01, eta: 1 day, 5:01:58, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3759, top5_acc: 0.6151, loss_cls: 2.9432, loss: 2.9432, grad_norm: 1.8691 2020-10-09 17:56:55,420 - mmaction - INFO - Epoch [184][180/1413] lr: 1.125e-01, eta: 1 day, 5:01:34, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3762, top5_acc: 0.6158, loss_cls: 2.9518, loss: 2.9518, grad_norm: 1.8428 2020-10-09 17:57:14,808 - mmaction - INFO - Epoch [184][200/1413] lr: 1.125e-01, eta: 1 day, 5:01:09, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3746, top5_acc: 0.6147, loss_cls: 2.9777, loss: 2.9777, grad_norm: 1.8428 2020-10-09 17:57:34,195 - mmaction - INFO - Epoch [184][220/1413] lr: 1.125e-01, eta: 1 day, 5:00:44, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3685, top5_acc: 0.6202, loss_cls: 2.9715, loss: 2.9715, grad_norm: 1.8265 2020-10-09 17:57:53,598 - mmaction - INFO - Epoch [184][240/1413] lr: 1.125e-01, eta: 1 day, 5:00:20, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3749, top5_acc: 0.6185, loss_cls: 2.9429, loss: 2.9429, grad_norm: 1.8608 2020-10-09 17:58:12,996 - mmaction - INFO - Epoch [184][260/1413] lr: 1.125e-01, eta: 1 day, 4:59:55, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3678, top5_acc: 0.6142, loss_cls: 2.9761, loss: 2.9761, grad_norm: 1.8463 2020-10-09 17:58:32,415 - mmaction - INFO - Epoch [184][280/1413] lr: 1.125e-01, eta: 1 day, 4:59:31, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3792, top5_acc: 0.6186, loss_cls: 2.9225, loss: 2.9225, grad_norm: 1.8153 2020-10-09 17:58:51,864 - mmaction - INFO - Epoch [184][300/1413] lr: 1.125e-01, eta: 1 day, 4:59:06, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3783, top5_acc: 0.6145, loss_cls: 2.9673, loss: 2.9673, grad_norm: 1.8896 2020-10-09 17:59:11,256 - mmaction - INFO - Epoch [184][320/1413] lr: 1.125e-01, eta: 1 day, 4:58:42, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3733, top5_acc: 0.6099, loss_cls: 2.9663, loss: 2.9663, grad_norm: 1.8523 2020-10-09 17:59:30,695 - mmaction - INFO - Epoch [184][340/1413] lr: 1.125e-01, eta: 1 day, 4:58:17, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3646, top5_acc: 0.6065, loss_cls: 2.9902, loss: 2.9902, grad_norm: 1.8376 2020-10-09 17:59:50,117 - mmaction - INFO - Epoch [184][360/1413] lr: 1.125e-01, eta: 1 day, 4:57:53, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3776, top5_acc: 0.6125, loss_cls: 2.9555, loss: 2.9555, grad_norm: 1.8396 2020-10-09 18:00:10,588 - mmaction - INFO - Epoch [184][380/1413] lr: 1.125e-01, eta: 1 day, 4:57:33, time: 1.024, data_time: 0.002, memory: 8482, top1_acc: 0.3725, top5_acc: 0.6184, loss_cls: 2.9638, loss: 2.9638, grad_norm: 1.8471 2020-10-09 18:00:29,960 - mmaction - INFO - Epoch [184][400/1413] lr: 1.125e-01, eta: 1 day, 4:57:09, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3703, top5_acc: 0.6154, loss_cls: 2.9848, loss: 2.9848, grad_norm: 1.8350 2020-10-09 18:00:49,324 - mmaction - INFO - Epoch [184][420/1413] lr: 1.125e-01, eta: 1 day, 4:56:44, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3734, top5_acc: 0.6186, loss_cls: 2.9368, loss: 2.9368, grad_norm: 1.8395 2020-10-09 18:01:08,754 - mmaction - INFO - Epoch [184][440/1413] lr: 1.125e-01, eta: 1 day, 4:56:20, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3811, top5_acc: 0.6232, loss_cls: 2.9139, loss: 2.9139, grad_norm: 1.8432 2020-10-09 18:01:28,158 - mmaction - INFO - Epoch [184][460/1413] lr: 1.125e-01, eta: 1 day, 4:55:55, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3777, top5_acc: 0.6151, loss_cls: 2.9322, loss: 2.9322, grad_norm: 1.8341 2020-10-09 18:01:47,652 - mmaction - INFO - Epoch [184][480/1413] lr: 1.125e-01, eta: 1 day, 4:55:31, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3762, top5_acc: 0.6145, loss_cls: 2.9600, loss: 2.9600, grad_norm: 1.8524 2020-10-09 18:02:07,001 - mmaction - INFO - Epoch [184][500/1413] lr: 1.125e-01, eta: 1 day, 4:55:07, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3766, top5_acc: 0.6130, loss_cls: 2.9659, loss: 2.9659, grad_norm: 1.8143 2020-10-09 18:02:26,369 - mmaction - INFO - Epoch [184][520/1413] lr: 1.125e-01, eta: 1 day, 4:54:42, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3702, top5_acc: 0.6116, loss_cls: 3.0034, loss: 3.0034, grad_norm: 1.8614 2020-10-09 18:02:45,739 - mmaction - INFO - Epoch [184][540/1413] lr: 1.125e-01, eta: 1 day, 4:54:17, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3660, top5_acc: 0.6017, loss_cls: 3.0187, loss: 3.0187, grad_norm: 1.8000 2020-10-09 18:03:05,158 - mmaction - INFO - Epoch [184][560/1413] lr: 1.125e-01, eta: 1 day, 4:53:53, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3699, top5_acc: 0.6121, loss_cls: 2.9836, loss: 2.9836, grad_norm: 1.8325 2020-10-09 18:03:24,591 - mmaction - INFO - Epoch [184][580/1413] lr: 1.125e-01, eta: 1 day, 4:53:29, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3732, top5_acc: 0.6118, loss_cls: 2.9813, loss: 2.9813, grad_norm: 1.8542 2020-10-09 18:03:44,025 - mmaction - INFO - Epoch [184][600/1413] lr: 1.125e-01, eta: 1 day, 4:53:05, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3699, top5_acc: 0.6145, loss_cls: 2.9693, loss: 2.9693, grad_norm: 1.8146 2020-10-09 18:04:03,463 - mmaction - INFO - Epoch [184][620/1413] lr: 1.125e-01, eta: 1 day, 4:52:40, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3708, top5_acc: 0.6094, loss_cls: 2.9725, loss: 2.9725, grad_norm: 1.8494 2020-10-09 18:04:22,847 - mmaction - INFO - Epoch [184][640/1413] lr: 1.125e-01, eta: 1 day, 4:52:16, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3656, top5_acc: 0.6068, loss_cls: 3.0029, loss: 3.0029, grad_norm: 1.8509 2020-10-09 18:04:42,171 - mmaction - INFO - Epoch [184][660/1413] lr: 1.125e-01, eta: 1 day, 4:51:51, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3733, top5_acc: 0.6137, loss_cls: 3.0002, loss: 3.0002, grad_norm: 1.8375 2020-10-09 18:05:01,532 - mmaction - INFO - Epoch [184][680/1413] lr: 1.125e-01, eta: 1 day, 4:51:26, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3799, top5_acc: 0.6159, loss_cls: 2.9330, loss: 2.9330, grad_norm: 1.8586 2020-10-09 18:05:20,953 - mmaction - INFO - Epoch [184][700/1413] lr: 1.125e-01, eta: 1 day, 4:51:02, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3762, top5_acc: 0.6165, loss_cls: 2.9511, loss: 2.9511, grad_norm: 1.8566 2020-10-09 18:05:40,302 - mmaction - INFO - Epoch [184][720/1413] lr: 1.125e-01, eta: 1 day, 4:50:38, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3638, top5_acc: 0.6035, loss_cls: 3.0034, loss: 3.0034, grad_norm: 1.8478 2020-10-09 18:05:59,730 - mmaction - INFO - Epoch [184][740/1413] lr: 1.125e-01, eta: 1 day, 4:50:13, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3771, top5_acc: 0.6169, loss_cls: 2.9512, loss: 2.9512, grad_norm: 1.8194 2020-10-09 18:06:19,085 - mmaction - INFO - Epoch [184][760/1413] lr: 1.125e-01, eta: 1 day, 4:49:49, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3844, top5_acc: 0.6223, loss_cls: 2.9538, loss: 2.9538, grad_norm: 1.8376 2020-10-09 18:06:38,482 - mmaction - INFO - Epoch [184][780/1413] lr: 1.125e-01, eta: 1 day, 4:49:24, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3725, top5_acc: 0.6105, loss_cls: 2.9747, loss: 2.9747, grad_norm: 1.8617 2020-10-09 18:06:57,852 - mmaction - INFO - Epoch [184][800/1413] lr: 1.125e-01, eta: 1 day, 4:49:00, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3702, top5_acc: 0.6069, loss_cls: 2.9860, loss: 2.9860, grad_norm: 1.8439 2020-10-09 18:07:17,237 - mmaction - INFO - Epoch [184][820/1413] lr: 1.125e-01, eta: 1 day, 4:48:36, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3665, top5_acc: 0.6126, loss_cls: 2.9698, loss: 2.9698, grad_norm: 1.8657 2020-10-09 18:07:36,671 - mmaction - INFO - Epoch [184][840/1413] lr: 1.125e-01, eta: 1 day, 4:48:11, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3779, top5_acc: 0.6156, loss_cls: 2.9493, loss: 2.9493, grad_norm: 1.8566 2020-10-09 18:07:56,029 - mmaction - INFO - Epoch [184][860/1413] lr: 1.125e-01, eta: 1 day, 4:47:47, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3701, top5_acc: 0.6068, loss_cls: 2.9897, loss: 2.9897, grad_norm: 1.8462 2020-10-09 18:08:15,384 - mmaction - INFO - Epoch [184][880/1413] lr: 1.125e-01, eta: 1 day, 4:47:22, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3789, top5_acc: 0.6210, loss_cls: 2.9571, loss: 2.9571, grad_norm: 1.8635 2020-10-09 18:08:34,793 - mmaction - INFO - Epoch [184][900/1413] lr: 1.125e-01, eta: 1 day, 4:46:58, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3697, top5_acc: 0.6150, loss_cls: 2.9769, loss: 2.9769, grad_norm: 1.8814 2020-10-09 18:08:54,171 - mmaction - INFO - Epoch [184][920/1413] lr: 1.125e-01, eta: 1 day, 4:46:34, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3680, top5_acc: 0.6120, loss_cls: 2.9630, loss: 2.9630, grad_norm: 1.8247 2020-10-09 18:09:13,615 - mmaction - INFO - Epoch [184][940/1413] lr: 1.125e-01, eta: 1 day, 4:46:10, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3697, top5_acc: 0.6055, loss_cls: 2.9918, loss: 2.9918, grad_norm: 1.8500 2020-10-09 18:09:33,002 - mmaction - INFO - Epoch [184][960/1413] lr: 1.125e-01, eta: 1 day, 4:45:45, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3715, top5_acc: 0.6079, loss_cls: 2.9744, loss: 2.9744, grad_norm: 1.8590 2020-10-09 18:09:52,439 - mmaction - INFO - Epoch [184][980/1413] lr: 1.125e-01, eta: 1 day, 4:45:21, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3789, top5_acc: 0.6228, loss_cls: 2.9486, loss: 2.9486, grad_norm: 1.8396 2020-10-09 18:10:11,861 - mmaction - INFO - Epoch [184][1000/1413] lr: 1.125e-01, eta: 1 day, 4:44:57, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3750, top5_acc: 0.6172, loss_cls: 2.9679, loss: 2.9679, grad_norm: 1.8683 2020-10-09 18:10:31,275 - mmaction - INFO - Epoch [184][1020/1413] lr: 1.125e-01, eta: 1 day, 4:44:33, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3790, top5_acc: 0.6109, loss_cls: 2.9717, loss: 2.9717, grad_norm: 1.8518 2020-10-09 18:10:50,714 - mmaction - INFO - Epoch [184][1040/1413] lr: 1.125e-01, eta: 1 day, 4:44:09, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3682, top5_acc: 0.6104, loss_cls: 2.9906, loss: 2.9906, grad_norm: 1.8757 2020-10-09 18:11:10,079 - mmaction - INFO - Epoch [184][1060/1413] lr: 1.125e-01, eta: 1 day, 4:43:45, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3685, top5_acc: 0.6159, loss_cls: 2.9843, loss: 2.9843, grad_norm: 1.8499 2020-10-09 18:11:29,442 - mmaction - INFO - Epoch [184][1080/1413] lr: 1.125e-01, eta: 1 day, 4:43:20, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3708, top5_acc: 0.6141, loss_cls: 2.9670, loss: 2.9670, grad_norm: 1.8617 2020-10-09 18:11:48,780 - mmaction - INFO - Epoch [184][1100/1413] lr: 1.125e-01, eta: 1 day, 4:42:56, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3815, top5_acc: 0.6198, loss_cls: 2.9194, loss: 2.9194, grad_norm: 1.8276 2020-10-09 18:12:08,221 - mmaction - INFO - Epoch [184][1120/1413] lr: 1.125e-01, eta: 1 day, 4:42:32, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3764, top5_acc: 0.6211, loss_cls: 2.9696, loss: 2.9696, grad_norm: 1.8483 2020-10-09 18:12:27,526 - mmaction - INFO - Epoch [184][1140/1413] lr: 1.125e-01, eta: 1 day, 4:42:07, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3672, top5_acc: 0.6083, loss_cls: 3.0033, loss: 3.0033, grad_norm: 1.8423 2020-10-09 18:12:46,886 - mmaction - INFO - Epoch [184][1160/1413] lr: 1.125e-01, eta: 1 day, 4:41:43, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3677, top5_acc: 0.6081, loss_cls: 2.9992, loss: 2.9992, grad_norm: 1.8546 2020-10-09 18:13:06,323 - mmaction - INFO - Epoch [184][1180/1413] lr: 1.125e-01, eta: 1 day, 4:41:19, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3805, top5_acc: 0.6161, loss_cls: 2.9437, loss: 2.9437, grad_norm: 1.8370 2020-10-09 18:13:25,741 - mmaction - INFO - Epoch [184][1200/1413] lr: 1.125e-01, eta: 1 day, 4:40:55, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3703, top5_acc: 0.6076, loss_cls: 3.0183, loss: 3.0183, grad_norm: 1.8309 2020-10-09 18:13:45,123 - mmaction - INFO - Epoch [184][1220/1413] lr: 1.125e-01, eta: 1 day, 4:40:30, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3668, top5_acc: 0.6108, loss_cls: 2.9864, loss: 2.9864, grad_norm: 1.8521 2020-10-09 18:14:04,525 - mmaction - INFO - Epoch [184][1240/1413] lr: 1.125e-01, eta: 1 day, 4:40:06, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3681, top5_acc: 0.6214, loss_cls: 2.9279, loss: 2.9279, grad_norm: 1.8606 2020-10-09 18:14:23,902 - mmaction - INFO - Epoch [184][1260/1413] lr: 1.125e-01, eta: 1 day, 4:39:42, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3674, top5_acc: 0.6062, loss_cls: 3.0011, loss: 3.0011, grad_norm: 1.8539 2020-10-09 18:14:43,260 - mmaction - INFO - Epoch [184][1280/1413] lr: 1.125e-01, eta: 1 day, 4:39:18, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3836, top5_acc: 0.6182, loss_cls: 2.9394, loss: 2.9394, grad_norm: 1.8291 2020-10-09 18:15:02,651 - mmaction - INFO - Epoch [184][1300/1413] lr: 1.125e-01, eta: 1 day, 4:38:53, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3716, top5_acc: 0.6117, loss_cls: 2.9835, loss: 2.9835, grad_norm: 1.8659 2020-10-09 18:15:22,026 - mmaction - INFO - Epoch [184][1320/1413] lr: 1.125e-01, eta: 1 day, 4:38:29, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3708, top5_acc: 0.6168, loss_cls: 2.9631, loss: 2.9631, grad_norm: 1.8491 2020-10-09 18:15:41,466 - mmaction - INFO - Epoch [184][1340/1413] lr: 1.125e-01, eta: 1 day, 4:38:05, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3758, top5_acc: 0.6182, loss_cls: 2.9437, loss: 2.9437, grad_norm: 1.8496 2020-10-09 18:16:00,885 - mmaction - INFO - Epoch [184][1360/1413] lr: 1.125e-01, eta: 1 day, 4:37:41, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3779, top5_acc: 0.6214, loss_cls: 2.9383, loss: 2.9383, grad_norm: 1.8832 2020-10-09 18:16:20,277 - mmaction - INFO - Epoch [184][1380/1413] lr: 1.125e-01, eta: 1 day, 4:37:17, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3681, top5_acc: 0.6048, loss_cls: 2.9991, loss: 2.9991, grad_norm: 1.8435 2020-10-09 18:16:39,713 - mmaction - INFO - Epoch [184][1400/1413] lr: 1.125e-01, eta: 1 day, 4:36:53, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3719, top5_acc: 0.6148, loss_cls: 2.9698, loss: 2.9698, grad_norm: 1.8432 2020-10-09 18:16:53,868 - mmaction - INFO - Saving checkpoint at 184 epochs 2020-10-09 18:18:19,949 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-09 18:18:22,499 - mmaction - INFO - top1_acc 0.3837 top5_acc 0.6345 2020-10-09 18:18:22,499 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-09 18:18:22,618 - mmaction - INFO - mean_acc 0.3836 2020-10-09 18:18:22,619 - mmaction - INFO - Now best checkpoint is epoch_184.pth 2020-10-09 18:18:22,649 - mmaction - INFO - Epoch(val) [184][1413] top1_acc: 0.3837, top5_acc: 0.6345, mean_class_accuracy: 0.3836 2020-10-09 18:19:07,889 - mmaction - INFO - Epoch [185][20/1413] lr: 1.097e-01, eta: 1 day, 4:37:13, time: 2.260, data_time: 1.236, memory: 8482, top1_acc: 0.3796, top5_acc: 0.6263, loss_cls: 2.9151, loss: 2.9151, grad_norm: 1.8421 2020-10-09 18:19:27,139 - mmaction - INFO - Epoch [185][40/1413] lr: 1.097e-01, eta: 1 day, 4:36:48, time: 0.964, data_time: 0.003, memory: 8482, top1_acc: 0.3775, top5_acc: 0.6232, loss_cls: 2.8943, loss: 2.8943, grad_norm: 1.8476 2020-10-09 18:19:46,423 - mmaction - INFO - Epoch [185][60/1413] lr: 1.097e-01, eta: 1 day, 4:36:24, time: 0.964, data_time: 0.002, memory: 8482, top1_acc: 0.3840, top5_acc: 0.6264, loss_cls: 2.9028, loss: 2.9028, grad_norm: 1.8537 2020-10-09 18:20:05,676 - mmaction - INFO - Epoch [185][80/1413] lr: 1.097e-01, eta: 1 day, 4:35:59, time: 0.962, data_time: 0.001, memory: 8482, top1_acc: 0.3736, top5_acc: 0.6203, loss_cls: 2.9431, loss: 2.9431, grad_norm: 1.8647 2020-10-09 18:20:25,027 - mmaction - INFO - Epoch [185][100/1413] lr: 1.097e-01, eta: 1 day, 4:35:34, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3750, top5_acc: 0.6121, loss_cls: 2.9514, loss: 2.9514, grad_norm: 1.8385 2020-10-09 18:20:44,382 - mmaction - INFO - Epoch [185][120/1413] lr: 1.097e-01, eta: 1 day, 4:35:10, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3759, top5_acc: 0.6156, loss_cls: 2.9668, loss: 2.9668, grad_norm: 1.8561 2020-10-09 18:21:03,782 - mmaction - INFO - Epoch [185][140/1413] lr: 1.097e-01, eta: 1 day, 4:34:46, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3779, top5_acc: 0.6184, loss_cls: 2.9467, loss: 2.9467, grad_norm: 1.8557 2020-10-09 18:21:23,142 - mmaction - INFO - Epoch [185][160/1413] lr: 1.097e-01, eta: 1 day, 4:34:22, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3658, top5_acc: 0.6102, loss_cls: 2.9906, loss: 2.9906, grad_norm: 1.8783 2020-10-09 18:21:42,518 - mmaction - INFO - Epoch [185][180/1413] lr: 1.097e-01, eta: 1 day, 4:33:58, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3798, top5_acc: 0.6217, loss_cls: 2.9482, loss: 2.9482, grad_norm: 1.8236 2020-10-09 18:22:01,883 - mmaction - INFO - Epoch [185][200/1413] lr: 1.097e-01, eta: 1 day, 4:33:33, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3681, top5_acc: 0.6092, loss_cls: 3.0084, loss: 3.0084, grad_norm: 1.8581 2020-10-09 18:22:21,261 - mmaction - INFO - Epoch [185][220/1413] lr: 1.097e-01, eta: 1 day, 4:33:09, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3773, top5_acc: 0.6174, loss_cls: 2.9415, loss: 2.9415, grad_norm: 1.8542 2020-10-09 18:22:40,701 - mmaction - INFO - Epoch [185][240/1413] lr: 1.097e-01, eta: 1 day, 4:32:45, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3746, top5_acc: 0.6178, loss_cls: 2.9515, loss: 2.9515, grad_norm: 1.8634 2020-10-09 18:23:00,054 - mmaction - INFO - Epoch [185][260/1413] lr: 1.097e-01, eta: 1 day, 4:32:21, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3736, top5_acc: 0.6237, loss_cls: 2.9496, loss: 2.9496, grad_norm: 1.8494 2020-10-09 18:23:19,423 - mmaction - INFO - Epoch [185][280/1413] lr: 1.097e-01, eta: 1 day, 4:31:57, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3802, top5_acc: 0.6290, loss_cls: 2.8900, loss: 2.8900, grad_norm: 1.8633 2020-10-09 18:23:38,849 - mmaction - INFO - Epoch [185][300/1413] lr: 1.097e-01, eta: 1 day, 4:31:33, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3733, top5_acc: 0.6100, loss_cls: 2.9896, loss: 2.9896, grad_norm: 1.8303 2020-10-09 18:23:58,203 - mmaction - INFO - Epoch [185][320/1413] lr: 1.097e-01, eta: 1 day, 4:31:09, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.3788, top5_acc: 0.6185, loss_cls: 2.9357, loss: 2.9357, grad_norm: 1.8614 2020-10-09 18:24:17,649 - mmaction - INFO - Epoch [185][340/1413] lr: 1.097e-01, eta: 1 day, 4:30:45, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.3747, top5_acc: 0.6217, loss_cls: 2.9363, loss: 2.9363, grad_norm: 1.8591 2020-10-09 18:24:37,058 - mmaction - INFO - Epoch [185][360/1413] lr: 1.097e-01, eta: 1 day, 4:30:21, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3773, top5_acc: 0.6241, loss_cls: 2.9231, loss: 2.9231, grad_norm: 1.8887 2020-10-09 18:24:56,414 - mmaction - INFO - Epoch [185][380/1413] lr: 1.097e-01, eta: 1 day, 4:29:57, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3681, top5_acc: 0.6111, loss_cls: 2.9897, loss: 2.9897, grad_norm: 1.8685 2020-10-09 18:25:15,847 - mmaction - INFO - Epoch [185][400/1413] lr: 1.097e-01, eta: 1 day, 4:29:33, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3794, top5_acc: 0.6257, loss_cls: 2.9236, loss: 2.9236, grad_norm: 1.8558 2020-10-09 18:25:35,236 - mmaction - INFO - Epoch [185][420/1413] lr: 1.097e-01, eta: 1 day, 4:29:09, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3786, top5_acc: 0.6155, loss_cls: 2.9562, loss: 2.9562, grad_norm: 1.8851 2020-10-09 18:25:54,602 - mmaction - INFO - Epoch [185][440/1413] lr: 1.097e-01, eta: 1 day, 4:28:45, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3734, top5_acc: 0.6133, loss_cls: 2.9556, loss: 2.9556, grad_norm: 1.8744 2020-10-09 18:26:14,073 - mmaction - INFO - Epoch [185][460/1413] lr: 1.097e-01, eta: 1 day, 4:28:22, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3911, top5_acc: 0.6301, loss_cls: 2.8945, loss: 2.8945, grad_norm: 1.8734 2020-10-09 18:26:33,489 - mmaction - INFO - Epoch [185][480/1413] lr: 1.097e-01, eta: 1 day, 4:27:58, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3720, top5_acc: 0.6109, loss_cls: 2.9820, loss: 2.9820, grad_norm: 1.8665 2020-10-09 18:26:52,862 - mmaction - INFO - Epoch [185][500/1413] lr: 1.097e-01, eta: 1 day, 4:27:34, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3870, top5_acc: 0.6251, loss_cls: 2.8994, loss: 2.8994, grad_norm: 1.8571 2020-10-09 18:27:12,251 - mmaction - INFO - Epoch [185][520/1413] lr: 1.097e-01, eta: 1 day, 4:27:10, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3702, top5_acc: 0.6090, loss_cls: 2.9866, loss: 2.9866, grad_norm: 1.8498 2020-10-09 18:27:31,635 - mmaction - INFO - Epoch [185][540/1413] lr: 1.097e-01, eta: 1 day, 4:26:46, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3660, top5_acc: 0.6116, loss_cls: 2.9654, loss: 2.9654, grad_norm: 1.8451 2020-10-09 18:27:51,032 - mmaction - INFO - Epoch [185][560/1413] lr: 1.097e-01, eta: 1 day, 4:26:22, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3767, top5_acc: 0.6182, loss_cls: 2.9460, loss: 2.9460, grad_norm: 1.8508 2020-10-09 18:28:10,418 - mmaction - INFO - Epoch [185][580/1413] lr: 1.097e-01, eta: 1 day, 4:25:58, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3799, top5_acc: 0.6234, loss_cls: 2.9145, loss: 2.9145, grad_norm: 1.8513 2020-10-09 18:28:29,816 - mmaction - INFO - Epoch [185][600/1413] lr: 1.097e-01, eta: 1 day, 4:25:34, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3790, top5_acc: 0.6202, loss_cls: 2.9380, loss: 2.9380, grad_norm: 1.8552 2020-10-09 18:28:49,254 - mmaction - INFO - Epoch [185][620/1413] lr: 1.097e-01, eta: 1 day, 4:25:10, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.3868, top5_acc: 0.6215, loss_cls: 2.9121, loss: 2.9121, grad_norm: 1.8199 2020-10-09 18:29:08,672 - mmaction - INFO - Epoch [185][640/1413] lr: 1.097e-01, eta: 1 day, 4:24:46, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3738, top5_acc: 0.6181, loss_cls: 2.9568, loss: 2.9568, grad_norm: 1.9000 2020-10-09 18:29:28,072 - mmaction - INFO - Epoch [185][660/1413] lr: 1.097e-01, eta: 1 day, 4:24:23, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3750, top5_acc: 0.6210, loss_cls: 2.9331, loss: 2.9331, grad_norm: 1.8475 2020-10-09 18:29:47,479 - mmaction - INFO - Epoch [185][680/1413] lr: 1.097e-01, eta: 1 day, 4:23:59, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3708, top5_acc: 0.6158, loss_cls: 2.9487, loss: 2.9487, grad_norm: 1.8784 2020-10-09 18:30:06,821 - mmaction - INFO - Epoch [185][700/1413] lr: 1.097e-01, eta: 1 day, 4:23:35, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3760, top5_acc: 0.6190, loss_cls: 2.9432, loss: 2.9432, grad_norm: 1.8830 2020-10-09 18:30:26,262 - mmaction - INFO - Epoch [185][720/1413] lr: 1.097e-01, eta: 1 day, 4:23:11, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3789, top5_acc: 0.6221, loss_cls: 2.9056, loss: 2.9056, grad_norm: 1.8545 2020-10-09 18:30:45,645 - mmaction - INFO - Epoch [185][740/1413] lr: 1.097e-01, eta: 1 day, 4:22:47, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3750, top5_acc: 0.6112, loss_cls: 2.9823, loss: 2.9823, grad_norm: 1.8967 2020-10-09 18:31:05,032 - mmaction - INFO - Epoch [185][760/1413] lr: 1.097e-01, eta: 1 day, 4:22:23, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3807, top5_acc: 0.6258, loss_cls: 2.9094, loss: 2.9094, grad_norm: 1.8583 2020-10-09 18:31:24,407 - mmaction - INFO - Epoch [185][780/1413] lr: 1.097e-01, eta: 1 day, 4:21:59, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3725, top5_acc: 0.6141, loss_cls: 2.9657, loss: 2.9657, grad_norm: 1.8641 2020-10-09 18:31:43,773 - mmaction - INFO - Epoch [185][800/1413] lr: 1.097e-01, eta: 1 day, 4:21:35, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3779, top5_acc: 0.6105, loss_cls: 2.9272, loss: 2.9272, grad_norm: 1.8383 2020-10-09 18:32:03,138 - mmaction - INFO - Epoch [185][820/1413] lr: 1.097e-01, eta: 1 day, 4:21:11, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3785, top5_acc: 0.6190, loss_cls: 2.9461, loss: 2.9461, grad_norm: 1.8521 2020-10-09 18:32:22,567 - mmaction - INFO - Epoch [185][840/1413] lr: 1.097e-01, eta: 1 day, 4:20:48, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3754, top5_acc: 0.6146, loss_cls: 2.9532, loss: 2.9532, grad_norm: 1.8863 2020-10-09 18:32:41,961 - mmaction - INFO - Epoch [185][860/1413] lr: 1.097e-01, eta: 1 day, 4:20:24, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3732, top5_acc: 0.6141, loss_cls: 2.9725, loss: 2.9725, grad_norm: 1.8928 2020-10-09 18:33:01,318 - mmaction - INFO - Epoch [185][880/1413] lr: 1.097e-01, eta: 1 day, 4:20:00, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3710, top5_acc: 0.6108, loss_cls: 2.9938, loss: 2.9938, grad_norm: 1.8652 2020-10-09 18:33:20,704 - mmaction - INFO - Epoch [185][900/1413] lr: 1.097e-01, eta: 1 day, 4:19:36, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3781, top5_acc: 0.6227, loss_cls: 2.9166, loss: 2.9166, grad_norm: 1.8583 2020-10-09 18:33:40,122 - mmaction - INFO - Epoch [185][920/1413] lr: 1.097e-01, eta: 1 day, 4:19:12, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3819, top5_acc: 0.6201, loss_cls: 2.9336, loss: 2.9336, grad_norm: 1.8691 2020-10-09 18:33:59,497 - mmaction - INFO - Epoch [185][940/1413] lr: 1.097e-01, eta: 1 day, 4:18:48, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3805, top5_acc: 0.6214, loss_cls: 2.9230, loss: 2.9230, grad_norm: 1.8762 2020-10-09 18:34:18,824 - mmaction - INFO - Epoch [185][960/1413] lr: 1.097e-01, eta: 1 day, 4:18:24, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3706, top5_acc: 0.6060, loss_cls: 2.9942, loss: 2.9942, grad_norm: 1.8836 2020-10-09 18:34:38,161 - mmaction - INFO - Epoch [185][980/1413] lr: 1.097e-01, eta: 1 day, 4:18:00, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3783, top5_acc: 0.6241, loss_cls: 2.9383, loss: 2.9383, grad_norm: 1.8565 2020-10-09 18:34:57,533 - mmaction - INFO - Epoch [185][1000/1413] lr: 1.097e-01, eta: 1 day, 4:17:36, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3767, top5_acc: 0.6143, loss_cls: 2.9617, loss: 2.9617, grad_norm: 1.8529 2020-10-09 18:35:16,900 - mmaction - INFO - Epoch [185][1020/1413] lr: 1.097e-01, eta: 1 day, 4:17:13, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3741, top5_acc: 0.6232, loss_cls: 2.9403, loss: 2.9403, grad_norm: 1.8706 2020-10-09 18:35:36,264 - mmaction - INFO - Epoch [185][1040/1413] lr: 1.097e-01, eta: 1 day, 4:16:49, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3810, top5_acc: 0.6160, loss_cls: 2.9432, loss: 2.9432, grad_norm: 1.8441 2020-10-09 18:35:55,659 - mmaction - INFO - Epoch [185][1060/1413] lr: 1.097e-01, eta: 1 day, 4:16:25, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3708, top5_acc: 0.6083, loss_cls: 3.0032, loss: 3.0032, grad_norm: 1.8757 2020-10-09 18:36:15,018 - mmaction - INFO - Epoch [185][1080/1413] lr: 1.097e-01, eta: 1 day, 4:16:01, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3786, top5_acc: 0.6161, loss_cls: 2.9499, loss: 2.9499, grad_norm: 1.8462 2020-10-09 18:36:34,377 - mmaction - INFO - Epoch [185][1100/1413] lr: 1.097e-01, eta: 1 day, 4:15:37, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.3802, top5_acc: 0.6146, loss_cls: 2.9445, loss: 2.9445, grad_norm: 1.8632 2020-10-09 18:36:53,781 - mmaction - INFO - Epoch [185][1120/1413] lr: 1.097e-01, eta: 1 day, 4:15:14, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3600, top5_acc: 0.6021, loss_cls: 3.0314, loss: 3.0314, grad_norm: 1.8873 2020-10-09 18:37:13,202 - mmaction - INFO - Epoch [185][1140/1413] lr: 1.097e-01, eta: 1 day, 4:14:50, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.3831, top5_acc: 0.6221, loss_cls: 2.8970, loss: 2.8970, grad_norm: 1.8841 2020-10-09 18:37:32,623 - mmaction - INFO - Epoch [185][1160/1413] lr: 1.097e-01, eta: 1 day, 4:14:26, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3784, top5_acc: 0.6221, loss_cls: 2.9240, loss: 2.9240, grad_norm: 1.8920 2020-10-09 18:37:52,030 - mmaction - INFO - Epoch [185][1180/1413] lr: 1.097e-01, eta: 1 day, 4:14:03, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3686, top5_acc: 0.6090, loss_cls: 2.9823, loss: 2.9823, grad_norm: 1.8628 2020-10-09 18:38:11,394 - mmaction - INFO - Epoch [185][1200/1413] lr: 1.097e-01, eta: 1 day, 4:13:39, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3798, top5_acc: 0.6251, loss_cls: 2.9260, loss: 2.9260, grad_norm: 1.8716 2020-10-09 18:38:30,745 - mmaction - INFO - Epoch [185][1220/1413] lr: 1.097e-01, eta: 1 day, 4:13:15, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3661, top5_acc: 0.6185, loss_cls: 2.9650, loss: 2.9650, grad_norm: 1.9024 2020-10-09 18:38:50,197 - mmaction - INFO - Epoch [185][1240/1413] lr: 1.097e-01, eta: 1 day, 4:12:52, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3694, top5_acc: 0.6092, loss_cls: 2.9861, loss: 2.9861, grad_norm: 1.8679 2020-10-09 18:39:09,604 - mmaction - INFO - Epoch [185][1260/1413] lr: 1.097e-01, eta: 1 day, 4:12:28, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3703, top5_acc: 0.6155, loss_cls: 2.9706, loss: 2.9706, grad_norm: 1.8583 2020-10-09 18:39:29,000 - mmaction - INFO - Epoch [185][1280/1413] lr: 1.097e-01, eta: 1 day, 4:12:04, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3671, top5_acc: 0.6103, loss_cls: 2.9679, loss: 2.9679, grad_norm: 1.8565 2020-10-09 18:39:48,402 - mmaction - INFO - Epoch [185][1300/1413] lr: 1.097e-01, eta: 1 day, 4:11:41, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3749, top5_acc: 0.6217, loss_cls: 2.9361, loss: 2.9361, grad_norm: 1.8898 2020-10-09 18:40:07,764 - mmaction - INFO - Epoch [185][1320/1413] lr: 1.097e-01, eta: 1 day, 4:11:17, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3708, top5_acc: 0.6137, loss_cls: 2.9965, loss: 2.9965, grad_norm: 1.8808 2020-10-09 18:40:27,157 - mmaction - INFO - Epoch [185][1340/1413] lr: 1.097e-01, eta: 1 day, 4:10:53, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3790, top5_acc: 0.6180, loss_cls: 2.9598, loss: 2.9598, grad_norm: 1.8912 2020-10-09 18:40:46,506 - mmaction - INFO - Epoch [185][1360/1413] lr: 1.097e-01, eta: 1 day, 4:10:30, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3725, top5_acc: 0.6169, loss_cls: 2.9411, loss: 2.9411, grad_norm: 1.8715 2020-10-09 18:41:05,857 - mmaction - INFO - Epoch [185][1380/1413] lr: 1.097e-01, eta: 1 day, 4:10:06, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3659, top5_acc: 0.6154, loss_cls: 2.9666, loss: 2.9666, grad_norm: 1.8622 2020-10-09 18:41:25,298 - mmaction - INFO - Epoch [185][1400/1413] lr: 1.097e-01, eta: 1 day, 4:09:42, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.3751, top5_acc: 0.6107, loss_cls: 2.9838, loss: 2.9838, grad_norm: 1.8611 2020-10-09 18:42:29,925 - mmaction - INFO - Epoch [186][20/1413] lr: 1.069e-01, eta: 1 day, 4:10:25, time: 2.579, data_time: 1.584, memory: 8482, top1_acc: 0.3770, top5_acc: 0.6180, loss_cls: 2.9312, loss: 2.9312, grad_norm: 1.8864 2020-10-09 18:42:49,199 - mmaction - INFO - Epoch [186][40/1413] lr: 1.069e-01, eta: 1 day, 4:10:01, time: 0.965, data_time: 0.003, memory: 8482, top1_acc: 0.3771, top5_acc: 0.6172, loss_cls: 2.9353, loss: 2.9353, grad_norm: 1.8473 2020-10-09 18:43:08,530 - mmaction - INFO - Epoch [186][60/1413] lr: 1.069e-01, eta: 1 day, 4:09:37, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3805, top5_acc: 0.6232, loss_cls: 2.9209, loss: 2.9209, grad_norm: 1.9042 2020-10-09 18:43:27,894 - mmaction - INFO - Epoch [186][80/1413] lr: 1.069e-01, eta: 1 day, 4:09:13, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3874, top5_acc: 0.6378, loss_cls: 2.8653, loss: 2.8653, grad_norm: 1.8740 2020-10-09 18:43:47,272 - mmaction - INFO - Epoch [186][100/1413] lr: 1.069e-01, eta: 1 day, 4:08:50, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3861, top5_acc: 0.6273, loss_cls: 2.8966, loss: 2.8966, grad_norm: 1.8825 2020-10-09 18:44:06,666 - mmaction - INFO - Epoch [186][120/1413] lr: 1.069e-01, eta: 1 day, 4:08:26, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3766, top5_acc: 0.6147, loss_cls: 2.9451, loss: 2.9451, grad_norm: 1.8753 2020-10-09 18:44:26,079 - mmaction - INFO - Epoch [186][140/1413] lr: 1.069e-01, eta: 1 day, 4:08:02, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3871, top5_acc: 0.6273, loss_cls: 2.9224, loss: 2.9224, grad_norm: 1.8943 2020-10-09 18:44:45,448 - mmaction - INFO - Epoch [186][160/1413] lr: 1.069e-01, eta: 1 day, 4:07:39, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3729, top5_acc: 0.6129, loss_cls: 2.9465, loss: 2.9465, grad_norm: 1.8958 2020-10-09 18:45:04,870 - mmaction - INFO - Epoch [186][180/1413] lr: 1.069e-01, eta: 1 day, 4:07:15, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3906, top5_acc: 0.6272, loss_cls: 2.8986, loss: 2.8986, grad_norm: 1.8694 2020-10-09 18:45:24,251 - mmaction - INFO - Epoch [186][200/1413] lr: 1.069e-01, eta: 1 day, 4:06:51, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3766, top5_acc: 0.6320, loss_cls: 2.8896, loss: 2.8896, grad_norm: 1.8612 2020-10-09 18:45:43,705 - mmaction - INFO - Epoch [186][220/1413] lr: 1.069e-01, eta: 1 day, 4:06:28, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.3771, top5_acc: 0.6216, loss_cls: 2.9163, loss: 2.9163, grad_norm: 1.8882 2020-10-09 18:46:03,085 - mmaction - INFO - Epoch [186][240/1413] lr: 1.069e-01, eta: 1 day, 4:06:04, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3827, top5_acc: 0.6227, loss_cls: 2.9241, loss: 2.9241, grad_norm: 1.8701 2020-10-09 18:46:22,437 - mmaction - INFO - Epoch [186][260/1413] lr: 1.069e-01, eta: 1 day, 4:05:41, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3896, top5_acc: 0.6275, loss_cls: 2.8943, loss: 2.8943, grad_norm: 1.8855 2020-10-09 18:46:41,829 - mmaction - INFO - Epoch [186][280/1413] lr: 1.069e-01, eta: 1 day, 4:05:17, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3780, top5_acc: 0.6211, loss_cls: 2.9389, loss: 2.9389, grad_norm: 1.8969 2020-10-09 18:47:01,236 - mmaction - INFO - Epoch [186][300/1413] lr: 1.069e-01, eta: 1 day, 4:04:53, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3810, top5_acc: 0.6242, loss_cls: 2.9381, loss: 2.9381, grad_norm: 1.8807 2020-10-09 18:47:20,627 - mmaction - INFO - Epoch [186][320/1413] lr: 1.069e-01, eta: 1 day, 4:04:30, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3810, top5_acc: 0.6266, loss_cls: 2.8924, loss: 2.8924, grad_norm: 1.8695 2020-10-09 18:47:40,042 - mmaction - INFO - Epoch [186][340/1413] lr: 1.069e-01, eta: 1 day, 4:04:06, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3760, top5_acc: 0.6202, loss_cls: 2.9138, loss: 2.9138, grad_norm: 1.9003 2020-10-09 18:47:59,468 - mmaction - INFO - Epoch [186][360/1413] lr: 1.069e-01, eta: 1 day, 4:03:43, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3855, top5_acc: 0.6211, loss_cls: 2.9057, loss: 2.9057, grad_norm: 1.8840 2020-10-09 18:48:18,865 - mmaction - INFO - Epoch [186][380/1413] lr: 1.069e-01, eta: 1 day, 4:03:19, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3759, top5_acc: 0.6150, loss_cls: 2.9293, loss: 2.9293, grad_norm: 1.8680 2020-10-09 18:48:38,300 - mmaction - INFO - Epoch [186][400/1413] lr: 1.069e-01, eta: 1 day, 4:02:56, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3734, top5_acc: 0.6150, loss_cls: 2.9592, loss: 2.9592, grad_norm: 1.8867 2020-10-09 18:48:57,698 - mmaction - INFO - Epoch [186][420/1413] lr: 1.069e-01, eta: 1 day, 4:02:32, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3827, top5_acc: 0.6214, loss_cls: 2.9397, loss: 2.9397, grad_norm: 1.8781 2020-10-09 18:49:17,113 - mmaction - INFO - Epoch [186][440/1413] lr: 1.069e-01, eta: 1 day, 4:02:09, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3812, top5_acc: 0.6198, loss_cls: 2.9317, loss: 2.9317, grad_norm: 1.8702 2020-10-09 18:49:36,495 - mmaction - INFO - Epoch [186][460/1413] lr: 1.069e-01, eta: 1 day, 4:01:45, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3768, top5_acc: 0.6212, loss_cls: 2.9253, loss: 2.9253, grad_norm: 1.8714 2020-10-09 18:49:55,911 - mmaction - INFO - Epoch [186][480/1413] lr: 1.069e-01, eta: 1 day, 4:01:22, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3754, top5_acc: 0.6249, loss_cls: 2.8975, loss: 2.8975, grad_norm: 1.8962 2020-10-09 18:50:15,301 - mmaction - INFO - Epoch [186][500/1413] lr: 1.069e-01, eta: 1 day, 4:00:58, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3760, top5_acc: 0.6165, loss_cls: 2.9577, loss: 2.9577, grad_norm: 1.8864 2020-10-09 18:50:34,671 - mmaction - INFO - Epoch [186][520/1413] lr: 1.069e-01, eta: 1 day, 4:00:35, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3927, top5_acc: 0.6214, loss_cls: 2.9146, loss: 2.9146, grad_norm: 1.8797 2020-10-09 18:50:54,045 - mmaction - INFO - Epoch [186][540/1413] lr: 1.069e-01, eta: 1 day, 4:00:11, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3779, top5_acc: 0.6169, loss_cls: 2.9444, loss: 2.9444, grad_norm: 1.8997 2020-10-09 18:51:13,412 - mmaction - INFO - Epoch [186][560/1413] lr: 1.069e-01, eta: 1 day, 3:59:48, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3740, top5_acc: 0.6151, loss_cls: 2.9362, loss: 2.9362, grad_norm: 1.8716 2020-10-09 18:51:32,783 - mmaction - INFO - Epoch [186][580/1413] lr: 1.069e-01, eta: 1 day, 3:59:24, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3760, top5_acc: 0.6186, loss_cls: 2.9295, loss: 2.9295, grad_norm: 1.8931 2020-10-09 18:51:52,221 - mmaction - INFO - Epoch [186][600/1413] lr: 1.069e-01, eta: 1 day, 3:59:01, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3837, top5_acc: 0.6294, loss_cls: 2.8862, loss: 2.8862, grad_norm: 1.8677 2020-10-09 18:52:11,612 - mmaction - INFO - Epoch [186][620/1413] lr: 1.069e-01, eta: 1 day, 3:58:37, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3770, top5_acc: 0.6202, loss_cls: 2.9381, loss: 2.9381, grad_norm: 1.8839 2020-10-09 18:52:31,028 - mmaction - INFO - Epoch [186][640/1413] lr: 1.069e-01, eta: 1 day, 3:58:14, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3770, top5_acc: 0.6154, loss_cls: 2.9321, loss: 2.9321, grad_norm: 1.8890 2020-10-09 18:52:50,401 - mmaction - INFO - Epoch [186][660/1413] lr: 1.069e-01, eta: 1 day, 3:57:50, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3811, top5_acc: 0.6254, loss_cls: 2.9126, loss: 2.9126, grad_norm: 1.8684 2020-10-09 18:53:09,766 - mmaction - INFO - Epoch [186][680/1413] lr: 1.069e-01, eta: 1 day, 3:57:27, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3770, top5_acc: 0.6155, loss_cls: 2.9464, loss: 2.9464, grad_norm: 1.8758 2020-10-09 18:53:29,145 - mmaction - INFO - Epoch [186][700/1413] lr: 1.069e-01, eta: 1 day, 3:57:03, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3809, top5_acc: 0.6240, loss_cls: 2.9550, loss: 2.9550, grad_norm: 1.9051 2020-10-09 18:53:48,526 - mmaction - INFO - Epoch [186][720/1413] lr: 1.069e-01, eta: 1 day, 3:56:40, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3730, top5_acc: 0.6079, loss_cls: 2.9747, loss: 2.9747, grad_norm: 1.8869 2020-10-09 18:54:07,906 - mmaction - INFO - Epoch [186][740/1413] lr: 1.069e-01, eta: 1 day, 3:56:16, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3799, top5_acc: 0.6245, loss_cls: 2.9147, loss: 2.9147, grad_norm: 1.8791 2020-10-09 18:54:27,353 - mmaction - INFO - Epoch [186][760/1413] lr: 1.069e-01, eta: 1 day, 3:55:53, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.3693, top5_acc: 0.6129, loss_cls: 2.9919, loss: 2.9919, grad_norm: 1.9299 2020-10-09 18:54:46,752 - mmaction - INFO - Epoch [186][780/1413] lr: 1.069e-01, eta: 1 day, 3:55:29, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3802, top5_acc: 0.6194, loss_cls: 2.9369, loss: 2.9369, grad_norm: 1.8952 2020-10-09 18:55:06,163 - mmaction - INFO - Epoch [186][800/1413] lr: 1.069e-01, eta: 1 day, 3:55:06, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3806, top5_acc: 0.6227, loss_cls: 2.9237, loss: 2.9237, grad_norm: 1.8677 2020-10-09 18:55:25,567 - mmaction - INFO - Epoch [186][820/1413] lr: 1.069e-01, eta: 1 day, 3:54:43, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3729, top5_acc: 0.6174, loss_cls: 2.9708, loss: 2.9708, grad_norm: 1.8897 2020-10-09 18:55:44,986 - mmaction - INFO - Epoch [186][840/1413] lr: 1.069e-01, eta: 1 day, 3:54:19, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3816, top5_acc: 0.6219, loss_cls: 2.9047, loss: 2.9047, grad_norm: 1.8580 2020-10-09 18:56:04,395 - mmaction - INFO - Epoch [186][860/1413] lr: 1.069e-01, eta: 1 day, 3:53:56, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3786, top5_acc: 0.6152, loss_cls: 2.9707, loss: 2.9707, grad_norm: 1.9122 2020-10-09 18:56:23,796 - mmaction - INFO - Epoch [186][880/1413] lr: 1.069e-01, eta: 1 day, 3:53:33, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3690, top5_acc: 0.6159, loss_cls: 2.9745, loss: 2.9745, grad_norm: 1.8995 2020-10-09 18:56:43,152 - mmaction - INFO - Epoch [186][900/1413] lr: 1.069e-01, eta: 1 day, 3:53:09, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3754, top5_acc: 0.6212, loss_cls: 2.9576, loss: 2.9576, grad_norm: 1.8561 2020-10-09 18:57:02,524 - mmaction - INFO - Epoch [186][920/1413] lr: 1.069e-01, eta: 1 day, 3:52:46, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3764, top5_acc: 0.6116, loss_cls: 2.9701, loss: 2.9701, grad_norm: 1.8957 2020-10-09 18:57:21,910 - mmaction - INFO - Epoch [186][940/1413] lr: 1.069e-01, eta: 1 day, 3:52:22, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3767, top5_acc: 0.6169, loss_cls: 2.9380, loss: 2.9380, grad_norm: 1.8906 2020-10-09 18:57:41,262 - mmaction - INFO - Epoch [186][960/1413] lr: 1.069e-01, eta: 1 day, 3:51:59, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3751, top5_acc: 0.6083, loss_cls: 2.9926, loss: 2.9926, grad_norm: 1.8713 2020-10-09 18:58:00,654 - mmaction - INFO - Epoch [186][980/1413] lr: 1.069e-01, eta: 1 day, 3:51:35, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3732, top5_acc: 0.6128, loss_cls: 2.9800, loss: 2.9800, grad_norm: 1.8767 2020-10-09 18:58:20,084 - mmaction - INFO - Epoch [186][1000/1413] lr: 1.069e-01, eta: 1 day, 3:51:12, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3724, top5_acc: 0.6082, loss_cls: 2.9517, loss: 2.9517, grad_norm: 1.8973 2020-10-09 18:58:39,575 - mmaction - INFO - Epoch [186][1020/1413] lr: 1.069e-01, eta: 1 day, 3:50:49, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3724, top5_acc: 0.6156, loss_cls: 2.9458, loss: 2.9458, grad_norm: 1.8577 2020-10-09 18:58:58,916 - mmaction - INFO - Epoch [186][1040/1413] lr: 1.069e-01, eta: 1 day, 3:50:26, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3802, top5_acc: 0.6122, loss_cls: 2.9709, loss: 2.9709, grad_norm: 1.8770 2020-10-09 18:59:18,342 - mmaction - INFO - Epoch [186][1060/1413] lr: 1.069e-01, eta: 1 day, 3:50:02, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3753, top5_acc: 0.6224, loss_cls: 2.9363, loss: 2.9363, grad_norm: 1.8743 2020-10-09 18:59:37,734 - mmaction - INFO - Epoch [186][1080/1413] lr: 1.069e-01, eta: 1 day, 3:49:39, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3719, top5_acc: 0.6111, loss_cls: 2.9544, loss: 2.9544, grad_norm: 1.8970 2020-10-09 18:59:57,070 - mmaction - INFO - Epoch [186][1100/1413] lr: 1.069e-01, eta: 1 day, 3:49:16, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3723, top5_acc: 0.6186, loss_cls: 2.9366, loss: 2.9366, grad_norm: 1.8937 2020-10-09 19:00:17,886 - mmaction - INFO - Epoch [186][1120/1413] lr: 1.069e-01, eta: 1 day, 3:48:58, time: 1.040, data_time: 0.001, memory: 8482, top1_acc: 0.3828, top5_acc: 0.6263, loss_cls: 2.9056, loss: 2.9056, grad_norm: 1.8900 2020-10-09 19:00:37,220 - mmaction - INFO - Epoch [186][1140/1413] lr: 1.069e-01, eta: 1 day, 3:48:34, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3803, top5_acc: 0.6224, loss_cls: 2.9132, loss: 2.9132, grad_norm: 1.8549 2020-10-09 19:00:56,591 - mmaction - INFO - Epoch [186][1160/1413] lr: 1.069e-01, eta: 1 day, 3:48:11, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3733, top5_acc: 0.6167, loss_cls: 2.9566, loss: 2.9566, grad_norm: 1.8842 2020-10-09 19:01:15,976 - mmaction - INFO - Epoch [186][1180/1413] lr: 1.069e-01, eta: 1 day, 3:47:47, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3721, top5_acc: 0.6061, loss_cls: 2.9894, loss: 2.9894, grad_norm: 1.8809 2020-10-09 19:01:35,323 - mmaction - INFO - Epoch [186][1200/1413] lr: 1.069e-01, eta: 1 day, 3:47:24, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3824, top5_acc: 0.6223, loss_cls: 2.9148, loss: 2.9148, grad_norm: 1.8663 2020-10-09 19:01:54,765 - mmaction - INFO - Epoch [186][1220/1413] lr: 1.069e-01, eta: 1 day, 3:47:01, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3691, top5_acc: 0.6056, loss_cls: 2.9968, loss: 2.9968, grad_norm: 1.8916 2020-10-09 19:02:14,150 - mmaction - INFO - Epoch [186][1240/1413] lr: 1.069e-01, eta: 1 day, 3:46:38, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3740, top5_acc: 0.6174, loss_cls: 2.9223, loss: 2.9223, grad_norm: 1.8739 2020-10-09 19:02:33,519 - mmaction - INFO - Epoch [186][1260/1413] lr: 1.069e-01, eta: 1 day, 3:46:14, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3757, top5_acc: 0.6163, loss_cls: 2.9547, loss: 2.9547, grad_norm: 1.8931 2020-10-09 19:02:52,969 - mmaction - INFO - Epoch [186][1280/1413] lr: 1.069e-01, eta: 1 day, 3:45:51, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.3707, top5_acc: 0.6215, loss_cls: 2.9333, loss: 2.9333, grad_norm: 1.9192 2020-10-09 19:03:12,394 - mmaction - INFO - Epoch [186][1300/1413] lr: 1.069e-01, eta: 1 day, 3:45:28, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3730, top5_acc: 0.6115, loss_cls: 2.9621, loss: 2.9621, grad_norm: 1.8590 2020-10-09 19:03:31,793 - mmaction - INFO - Epoch [186][1320/1413] lr: 1.069e-01, eta: 1 day, 3:45:05, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3807, top5_acc: 0.6158, loss_cls: 2.9472, loss: 2.9472, grad_norm: 1.8836 2020-10-09 19:03:51,204 - mmaction - INFO - Epoch [186][1340/1413] lr: 1.069e-01, eta: 1 day, 3:44:42, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3673, top5_acc: 0.6133, loss_cls: 2.9534, loss: 2.9534, grad_norm: 1.9076 2020-10-09 19:04:10,618 - mmaction - INFO - Epoch [186][1360/1413] lr: 1.069e-01, eta: 1 day, 3:44:18, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3768, top5_acc: 0.6184, loss_cls: 2.9570, loss: 2.9570, grad_norm: 1.8973 2020-10-09 19:04:30,011 - mmaction - INFO - Epoch [186][1380/1413] lr: 1.069e-01, eta: 1 day, 3:43:55, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3762, top5_acc: 0.6233, loss_cls: 2.9131, loss: 2.9131, grad_norm: 1.8863 2020-10-09 19:04:49,409 - mmaction - INFO - Epoch [186][1400/1413] lr: 1.069e-01, eta: 1 day, 3:43:32, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3763, top5_acc: 0.6109, loss_cls: 2.9704, loss: 2.9704, grad_norm: 1.9129 2020-10-09 19:05:58,558 - mmaction - INFO - Epoch [187][20/1413] lr: 1.040e-01, eta: 1 day, 3:44:23, time: 2.752, data_time: 1.756, memory: 8482, top1_acc: 0.3854, top5_acc: 0.6267, loss_cls: 2.8953, loss: 2.8953, grad_norm: 1.8608 2020-10-09 19:06:17,887 - mmaction - INFO - Epoch [187][40/1413] lr: 1.040e-01, eta: 1 day, 3:43:59, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3868, top5_acc: 0.6307, loss_cls: 2.8804, loss: 2.8804, grad_norm: 1.9022 2020-10-09 19:06:37,168 - mmaction - INFO - Epoch [187][60/1413] lr: 1.040e-01, eta: 1 day, 3:43:36, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.3836, top5_acc: 0.6326, loss_cls: 2.8454, loss: 2.8454, grad_norm: 1.8854 2020-10-09 19:06:56,500 - mmaction - INFO - Epoch [187][80/1413] lr: 1.040e-01, eta: 1 day, 3:43:12, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3908, top5_acc: 0.6284, loss_cls: 2.8750, loss: 2.8750, grad_norm: 1.8804 2020-10-09 19:07:15,847 - mmaction - INFO - Epoch [187][100/1413] lr: 1.040e-01, eta: 1 day, 3:42:49, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3854, top5_acc: 0.6276, loss_cls: 2.8969, loss: 2.8969, grad_norm: 1.8857 2020-10-09 19:07:35,237 - mmaction - INFO - Epoch [187][120/1413] lr: 1.040e-01, eta: 1 day, 3:42:25, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3882, top5_acc: 0.6332, loss_cls: 2.8719, loss: 2.8719, grad_norm: 1.9143 2020-10-09 19:07:54,605 - mmaction - INFO - Epoch [187][140/1413] lr: 1.040e-01, eta: 1 day, 3:42:02, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3866, top5_acc: 0.6186, loss_cls: 2.9094, loss: 2.9094, grad_norm: 1.9073 2020-10-09 19:08:14,037 - mmaction - INFO - Epoch [187][160/1413] lr: 1.040e-01, eta: 1 day, 3:41:39, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3884, top5_acc: 0.6249, loss_cls: 2.8887, loss: 2.8887, grad_norm: 1.8855 2020-10-09 19:08:33,432 - mmaction - INFO - Epoch [187][180/1413] lr: 1.040e-01, eta: 1 day, 3:41:16, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3806, top5_acc: 0.6178, loss_cls: 2.9331, loss: 2.9331, grad_norm: 1.8945 2020-10-09 19:08:52,811 - mmaction - INFO - Epoch [187][200/1413] lr: 1.040e-01, eta: 1 day, 3:40:52, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3835, top5_acc: 0.6233, loss_cls: 2.9088, loss: 2.9088, grad_norm: 1.8938 2020-10-09 19:09:12,173 - mmaction - INFO - Epoch [187][220/1413] lr: 1.040e-01, eta: 1 day, 3:40:29, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3908, top5_acc: 0.6335, loss_cls: 2.8602, loss: 2.8602, grad_norm: 1.9021 2020-10-09 19:09:31,545 - mmaction - INFO - Epoch [187][240/1413] lr: 1.040e-01, eta: 1 day, 3:40:06, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3844, top5_acc: 0.6206, loss_cls: 2.9203, loss: 2.9203, grad_norm: 1.9082 2020-10-09 19:09:50,970 - mmaction - INFO - Epoch [187][260/1413] lr: 1.040e-01, eta: 1 day, 3:39:42, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3855, top5_acc: 0.6208, loss_cls: 2.8981, loss: 2.8981, grad_norm: 1.8828 2020-10-09 19:10:10,343 - mmaction - INFO - Epoch [187][280/1413] lr: 1.040e-01, eta: 1 day, 3:39:19, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3762, top5_acc: 0.6173, loss_cls: 2.9303, loss: 2.9303, grad_norm: 1.9127 2020-10-09 19:10:29,764 - mmaction - INFO - Epoch [187][300/1413] lr: 1.040e-01, eta: 1 day, 3:38:56, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3788, top5_acc: 0.6120, loss_cls: 2.9651, loss: 2.9651, grad_norm: 1.8900 2020-10-09 19:10:49,150 - mmaction - INFO - Epoch [187][320/1413] lr: 1.040e-01, eta: 1 day, 3:38:33, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3897, top5_acc: 0.6305, loss_cls: 2.8926, loss: 2.8926, grad_norm: 1.9033 2020-10-09 19:11:08,570 - mmaction - INFO - Epoch [187][340/1413] lr: 1.040e-01, eta: 1 day, 3:38:10, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3867, top5_acc: 0.6305, loss_cls: 2.8930, loss: 2.8930, grad_norm: 1.8944 2020-10-09 19:11:27,942 - mmaction - INFO - Epoch [187][360/1413] lr: 1.040e-01, eta: 1 day, 3:37:46, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3861, top5_acc: 0.6217, loss_cls: 2.9379, loss: 2.9379, grad_norm: 1.9277 2020-10-09 19:11:47,345 - mmaction - INFO - Epoch [187][380/1413] lr: 1.040e-01, eta: 1 day, 3:37:23, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3723, top5_acc: 0.6169, loss_cls: 2.9484, loss: 2.9484, grad_norm: 1.9220 2020-10-09 19:12:06,800 - mmaction - INFO - Epoch [187][400/1413] lr: 1.040e-01, eta: 1 day, 3:37:00, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3826, top5_acc: 0.6160, loss_cls: 2.9460, loss: 2.9460, grad_norm: 1.8991 2020-10-09 19:12:26,155 - mmaction - INFO - Epoch [187][420/1413] lr: 1.040e-01, eta: 1 day, 3:36:37, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3823, top5_acc: 0.6262, loss_cls: 2.8988, loss: 2.8988, grad_norm: 1.8991 2020-10-09 19:12:45,495 - mmaction - INFO - Epoch [187][440/1413] lr: 1.040e-01, eta: 1 day, 3:36:13, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3806, top5_acc: 0.6262, loss_cls: 2.9054, loss: 2.9054, grad_norm: 1.8920 2020-10-09 19:13:04,978 - mmaction - INFO - Epoch [187][460/1413] lr: 1.040e-01, eta: 1 day, 3:35:51, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3716, top5_acc: 0.6230, loss_cls: 2.9357, loss: 2.9357, grad_norm: 1.9138 2020-10-09 19:13:24,351 - mmaction - INFO - Epoch [187][480/1413] lr: 1.040e-01, eta: 1 day, 3:35:27, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3824, top5_acc: 0.6229, loss_cls: 2.9116, loss: 2.9116, grad_norm: 1.8983 2020-10-09 19:13:43,809 - mmaction - INFO - Epoch [187][500/1413] lr: 1.040e-01, eta: 1 day, 3:35:04, time: 0.974, data_time: 0.003, memory: 8482, top1_acc: 0.3822, top5_acc: 0.6193, loss_cls: 2.9411, loss: 2.9411, grad_norm: 1.9195 2020-10-09 19:14:03,165 - mmaction - INFO - Epoch [187][520/1413] lr: 1.040e-01, eta: 1 day, 3:34:41, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3702, top5_acc: 0.6145, loss_cls: 2.9642, loss: 2.9642, grad_norm: 1.9008 2020-10-09 19:14:22,567 - mmaction - INFO - Epoch [187][540/1413] lr: 1.040e-01, eta: 1 day, 3:34:18, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3855, top5_acc: 0.6184, loss_cls: 2.9339, loss: 2.9339, grad_norm: 1.8915 2020-10-09 19:14:42,007 - mmaction - INFO - Epoch [187][560/1413] lr: 1.040e-01, eta: 1 day, 3:33:55, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3896, top5_acc: 0.6233, loss_cls: 2.9022, loss: 2.9022, grad_norm: 1.9044 2020-10-09 19:15:01,368 - mmaction - INFO - Epoch [187][580/1413] lr: 1.040e-01, eta: 1 day, 3:33:32, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3772, top5_acc: 0.6201, loss_cls: 2.9342, loss: 2.9342, grad_norm: 1.9160 2020-10-09 19:15:20,773 - mmaction - INFO - Epoch [187][600/1413] lr: 1.040e-01, eta: 1 day, 3:33:09, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3861, top5_acc: 0.6211, loss_cls: 2.9039, loss: 2.9039, grad_norm: 1.8956 2020-10-09 19:15:40,145 - mmaction - INFO - Epoch [187][620/1413] lr: 1.040e-01, eta: 1 day, 3:32:45, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3730, top5_acc: 0.6204, loss_cls: 2.9526, loss: 2.9526, grad_norm: 1.9189 2020-10-09 19:15:59,522 - mmaction - INFO - Epoch [187][640/1413] lr: 1.040e-01, eta: 1 day, 3:32:22, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.9675, loss: 2.9675, grad_norm: 1.9290 2020-10-09 19:16:18,992 - mmaction - INFO - Epoch [187][660/1413] lr: 1.040e-01, eta: 1 day, 3:31:59, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3840, top5_acc: 0.6277, loss_cls: 2.9004, loss: 2.9004, grad_norm: 1.9207 2020-10-09 19:16:38,321 - mmaction - INFO - Epoch [187][680/1413] lr: 1.040e-01, eta: 1 day, 3:31:36, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3799, top5_acc: 0.6178, loss_cls: 2.9358, loss: 2.9358, grad_norm: 1.8893 2020-10-09 19:16:57,675 - mmaction - INFO - Epoch [187][700/1413] lr: 1.040e-01, eta: 1 day, 3:31:13, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3716, top5_acc: 0.6191, loss_cls: 2.9446, loss: 2.9446, grad_norm: 1.9121 2020-10-09 19:17:17,069 - mmaction - INFO - Epoch [187][720/1413] lr: 1.040e-01, eta: 1 day, 3:30:50, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3803, top5_acc: 0.6217, loss_cls: 2.9252, loss: 2.9252, grad_norm: 1.9257 2020-10-09 19:17:36,397 - mmaction - INFO - Epoch [187][740/1413] lr: 1.040e-01, eta: 1 day, 3:30:26, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3839, top5_acc: 0.6331, loss_cls: 2.8935, loss: 2.8935, grad_norm: 1.8863 2020-10-09 19:17:55,761 - mmaction - INFO - Epoch [187][760/1413] lr: 1.040e-01, eta: 1 day, 3:30:03, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3901, top5_acc: 0.6320, loss_cls: 2.8755, loss: 2.8755, grad_norm: 1.8930 2020-10-09 19:18:15,203 - mmaction - INFO - Epoch [187][780/1413] lr: 1.040e-01, eta: 1 day, 3:29:40, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.3764, top5_acc: 0.6272, loss_cls: 2.9191, loss: 2.9191, grad_norm: 1.9353 2020-10-09 19:18:34,556 - mmaction - INFO - Epoch [187][800/1413] lr: 1.040e-01, eta: 1 day, 3:29:17, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3762, top5_acc: 0.6279, loss_cls: 2.9080, loss: 2.9080, grad_norm: 1.9065 2020-10-09 19:18:53,958 - mmaction - INFO - Epoch [187][820/1413] lr: 1.040e-01, eta: 1 day, 3:28:54, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3740, top5_acc: 0.6219, loss_cls: 2.9209, loss: 2.9209, grad_norm: 1.8973 2020-10-09 19:19:13,352 - mmaction - INFO - Epoch [187][840/1413] lr: 1.040e-01, eta: 1 day, 3:28:31, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3815, top5_acc: 0.6229, loss_cls: 2.9472, loss: 2.9472, grad_norm: 1.8759 2020-10-09 19:19:32,681 - mmaction - INFO - Epoch [187][860/1413] lr: 1.040e-01, eta: 1 day, 3:28:07, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.3893, top5_acc: 0.6190, loss_cls: 2.9255, loss: 2.9255, grad_norm: 1.9054 2020-10-09 19:19:52,090 - mmaction - INFO - Epoch [187][880/1413] lr: 1.040e-01, eta: 1 day, 3:27:44, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3831, top5_acc: 0.6216, loss_cls: 2.9382, loss: 2.9382, grad_norm: 1.9052 2020-10-09 19:20:11,442 - mmaction - INFO - Epoch [187][900/1413] lr: 1.040e-01, eta: 1 day, 3:27:21, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3743, top5_acc: 0.6214, loss_cls: 2.9087, loss: 2.9087, grad_norm: 1.8878 2020-10-09 19:20:30,873 - mmaction - INFO - Epoch [187][920/1413] lr: 1.040e-01, eta: 1 day, 3:26:58, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3741, top5_acc: 0.6168, loss_cls: 2.9472, loss: 2.9472, grad_norm: 1.8970 2020-10-09 19:20:50,176 - mmaction - INFO - Epoch [187][940/1413] lr: 1.040e-01, eta: 1 day, 3:26:35, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.3737, top5_acc: 0.6159, loss_cls: 2.9480, loss: 2.9480, grad_norm: 1.9144 2020-10-09 19:21:09,573 - mmaction - INFO - Epoch [187][960/1413] lr: 1.040e-01, eta: 1 day, 3:26:12, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3814, top5_acc: 0.6228, loss_cls: 2.8965, loss: 2.8965, grad_norm: 1.9119 2020-10-09 19:21:28,973 - mmaction - INFO - Epoch [187][980/1413] lr: 1.040e-01, eta: 1 day, 3:25:49, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3855, top5_acc: 0.6238, loss_cls: 2.9007, loss: 2.9007, grad_norm: 1.8746 2020-10-09 19:21:48,437 - mmaction - INFO - Epoch [187][1000/1413] lr: 1.040e-01, eta: 1 day, 3:25:26, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3785, top5_acc: 0.6182, loss_cls: 2.9217, loss: 2.9217, grad_norm: 1.8839 2020-10-09 19:22:07,788 - mmaction - INFO - Epoch [187][1020/1413] lr: 1.040e-01, eta: 1 day, 3:25:03, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3831, top5_acc: 0.6281, loss_cls: 2.9032, loss: 2.9032, grad_norm: 1.8755 2020-10-09 19:22:27,136 - mmaction - INFO - Epoch [187][1040/1413] lr: 1.040e-01, eta: 1 day, 3:24:40, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3812, top5_acc: 0.6145, loss_cls: 2.9337, loss: 2.9337, grad_norm: 1.8918 2020-10-09 19:22:46,470 - mmaction - INFO - Epoch [187][1060/1413] lr: 1.040e-01, eta: 1 day, 3:24:16, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3868, top5_acc: 0.6228, loss_cls: 2.9204, loss: 2.9204, grad_norm: 1.9234 2020-10-09 19:23:05,815 - mmaction - INFO - Epoch [187][1080/1413] lr: 1.040e-01, eta: 1 day, 3:23:53, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3775, top5_acc: 0.6082, loss_cls: 2.9579, loss: 2.9579, grad_norm: 1.9087 2020-10-09 19:23:25,206 - mmaction - INFO - Epoch [187][1100/1413] lr: 1.040e-01, eta: 1 day, 3:23:30, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3693, top5_acc: 0.6147, loss_cls: 2.9539, loss: 2.9539, grad_norm: 1.9503 2020-10-09 19:23:44,593 - mmaction - INFO - Epoch [187][1120/1413] lr: 1.040e-01, eta: 1 day, 3:23:07, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3827, top5_acc: 0.6258, loss_cls: 2.9020, loss: 2.9020, grad_norm: 1.8841 2020-10-09 19:24:04,016 - mmaction - INFO - Epoch [187][1140/1413] lr: 1.040e-01, eta: 1 day, 3:22:44, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3743, top5_acc: 0.6232, loss_cls: 2.9407, loss: 2.9407, grad_norm: 1.9191 2020-10-09 19:24:23,455 - mmaction - INFO - Epoch [187][1160/1413] lr: 1.040e-01, eta: 1 day, 3:22:21, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3810, top5_acc: 0.6182, loss_cls: 2.9206, loss: 2.9206, grad_norm: 1.8813 2020-10-09 19:24:42,822 - mmaction - INFO - Epoch [187][1180/1413] lr: 1.040e-01, eta: 1 day, 3:21:58, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3874, top5_acc: 0.6303, loss_cls: 2.8958, loss: 2.8958, grad_norm: 1.8853 2020-10-09 19:25:02,199 - mmaction - INFO - Epoch [187][1200/1413] lr: 1.040e-01, eta: 1 day, 3:21:35, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3823, top5_acc: 0.6168, loss_cls: 2.9325, loss: 2.9325, grad_norm: 1.9204 2020-10-09 19:25:21,616 - mmaction - INFO - Epoch [187][1220/1413] lr: 1.040e-01, eta: 1 day, 3:21:13, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3790, top5_acc: 0.6194, loss_cls: 2.9209, loss: 2.9209, grad_norm: 1.9163 2020-10-09 19:25:41,012 - mmaction - INFO - Epoch [187][1240/1413] lr: 1.040e-01, eta: 1 day, 3:20:50, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3762, top5_acc: 0.6182, loss_cls: 2.9610, loss: 2.9610, grad_norm: 1.9288 2020-10-09 19:26:00,419 - mmaction - INFO - Epoch [187][1260/1413] lr: 1.040e-01, eta: 1 day, 3:20:27, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3763, top5_acc: 0.6171, loss_cls: 2.9586, loss: 2.9586, grad_norm: 1.9131 2020-10-09 19:26:19,829 - mmaction - INFO - Epoch [187][1280/1413] lr: 1.040e-01, eta: 1 day, 3:20:04, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3801, top5_acc: 0.6148, loss_cls: 2.9563, loss: 2.9563, grad_norm: 1.8933 2020-10-09 19:26:39,230 - mmaction - INFO - Epoch [187][1300/1413] lr: 1.040e-01, eta: 1 day, 3:19:41, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3788, top5_acc: 0.6203, loss_cls: 2.9481, loss: 2.9481, grad_norm: 1.9183 2020-10-09 19:26:58,635 - mmaction - INFO - Epoch [187][1320/1413] lr: 1.040e-01, eta: 1 day, 3:19:18, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3773, top5_acc: 0.6203, loss_cls: 2.9457, loss: 2.9457, grad_norm: 1.8878 2020-10-09 19:27:18,024 - mmaction - INFO - Epoch [187][1340/1413] lr: 1.040e-01, eta: 1 day, 3:18:55, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3829, top5_acc: 0.6286, loss_cls: 2.8835, loss: 2.8835, grad_norm: 1.8868 2020-10-09 19:27:37,404 - mmaction - INFO - Epoch [187][1360/1413] lr: 1.040e-01, eta: 1 day, 3:18:32, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3773, top5_acc: 0.6066, loss_cls: 2.9609, loss: 2.9609, grad_norm: 1.9027 2020-10-09 19:27:56,873 - mmaction - INFO - Epoch [187][1380/1413] lr: 1.040e-01, eta: 1 day, 3:18:09, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3721, top5_acc: 0.6195, loss_cls: 2.9583, loss: 2.9583, grad_norm: 1.9200 2020-10-09 19:28:16,246 - mmaction - INFO - Epoch [187][1400/1413] lr: 1.040e-01, eta: 1 day, 3:17:46, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3677, top5_acc: 0.6135, loss_cls: 2.9642, loss: 2.9642, grad_norm: 1.8870 2020-10-09 19:29:21,017 - mmaction - INFO - Epoch [188][20/1413] lr: 1.013e-01, eta: 1 day, 3:18:20, time: 2.586, data_time: 1.593, memory: 8482, top1_acc: 0.3831, top5_acc: 0.6243, loss_cls: 2.8922, loss: 2.8922, grad_norm: 1.8878 2020-10-09 19:29:40,364 - mmaction - INFO - Epoch [188][40/1413] lr: 1.013e-01, eta: 1 day, 3:17:57, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3762, top5_acc: 0.6221, loss_cls: 2.9181, loss: 2.9181, grad_norm: 1.9033 2020-10-09 19:29:59,686 - mmaction - INFO - Epoch [188][60/1413] lr: 1.013e-01, eta: 1 day, 3:17:34, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.3859, top5_acc: 0.6250, loss_cls: 2.9039, loss: 2.9039, grad_norm: 1.9100 2020-10-09 19:30:19,008 - mmaction - INFO - Epoch [188][80/1413] lr: 1.013e-01, eta: 1 day, 3:17:11, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3859, top5_acc: 0.6286, loss_cls: 2.8894, loss: 2.8894, grad_norm: 1.9340 2020-10-09 19:30:38,385 - mmaction - INFO - Epoch [188][100/1413] lr: 1.013e-01, eta: 1 day, 3:16:47, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3842, top5_acc: 0.6246, loss_cls: 2.8999, loss: 2.8999, grad_norm: 1.9096 2020-10-09 19:30:57,740 - mmaction - INFO - Epoch [188][120/1413] lr: 1.013e-01, eta: 1 day, 3:16:24, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3937, top5_acc: 0.6307, loss_cls: 2.8798, loss: 2.8798, grad_norm: 1.9055 2020-10-09 19:31:17,157 - mmaction - INFO - Epoch [188][140/1413] lr: 1.013e-01, eta: 1 day, 3:16:02, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3855, top5_acc: 0.6303, loss_cls: 2.8981, loss: 2.8981, grad_norm: 1.9307 2020-10-09 19:31:36,532 - mmaction - INFO - Epoch [188][160/1413] lr: 1.013e-01, eta: 1 day, 3:15:39, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3871, top5_acc: 0.6233, loss_cls: 2.8963, loss: 2.8963, grad_norm: 1.9057 2020-10-09 19:31:55,905 - mmaction - INFO - Epoch [188][180/1413] lr: 1.013e-01, eta: 1 day, 3:15:15, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3803, top5_acc: 0.6258, loss_cls: 2.9132, loss: 2.9132, grad_norm: 1.9301 2020-10-09 19:32:15,253 - mmaction - INFO - Epoch [188][200/1413] lr: 1.013e-01, eta: 1 day, 3:14:52, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3908, top5_acc: 0.6280, loss_cls: 2.8685, loss: 2.8685, grad_norm: 1.9117 2020-10-09 19:32:34,703 - mmaction - INFO - Epoch [188][220/1413] lr: 1.013e-01, eta: 1 day, 3:14:30, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3853, top5_acc: 0.6219, loss_cls: 2.9185, loss: 2.9185, grad_norm: 1.9172 2020-10-09 19:32:54,040 - mmaction - INFO - Epoch [188][240/1413] lr: 1.013e-01, eta: 1 day, 3:14:07, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.3876, top5_acc: 0.6214, loss_cls: 2.9085, loss: 2.9085, grad_norm: 1.8931 2020-10-09 19:33:13,488 - mmaction - INFO - Epoch [188][260/1413] lr: 1.013e-01, eta: 1 day, 3:13:44, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3888, top5_acc: 0.6223, loss_cls: 2.8733, loss: 2.8733, grad_norm: 1.8860 2020-10-09 19:33:32,843 - mmaction - INFO - Epoch [188][280/1413] lr: 1.013e-01, eta: 1 day, 3:13:21, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3958, top5_acc: 0.6359, loss_cls: 2.8592, loss: 2.8592, grad_norm: 1.9036 2020-10-09 19:33:52,200 - mmaction - INFO - Epoch [188][300/1413] lr: 1.013e-01, eta: 1 day, 3:12:58, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3841, top5_acc: 0.6204, loss_cls: 2.9105, loss: 2.9105, grad_norm: 1.9368 2020-10-09 19:34:11,586 - mmaction - INFO - Epoch [188][320/1413] lr: 1.013e-01, eta: 1 day, 3:12:35, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3824, top5_acc: 0.6228, loss_cls: 2.9315, loss: 2.9315, grad_norm: 1.9258 2020-10-09 19:34:31,018 - mmaction - INFO - Epoch [188][340/1413] lr: 1.013e-01, eta: 1 day, 3:12:12, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3822, top5_acc: 0.6187, loss_cls: 2.9404, loss: 2.9404, grad_norm: 1.9310 2020-10-09 19:34:50,411 - mmaction - INFO - Epoch [188][360/1413] lr: 1.013e-01, eta: 1 day, 3:11:49, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3822, top5_acc: 0.6233, loss_cls: 2.9045, loss: 2.9045, grad_norm: 1.8989 2020-10-09 19:35:09,845 - mmaction - INFO - Epoch [188][380/1413] lr: 1.013e-01, eta: 1 day, 3:11:26, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3806, top5_acc: 0.6243, loss_cls: 2.9168, loss: 2.9168, grad_norm: 1.8972 2020-10-09 19:35:29,210 - mmaction - INFO - Epoch [188][400/1413] lr: 1.013e-01, eta: 1 day, 3:11:03, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3831, top5_acc: 0.6216, loss_cls: 2.9162, loss: 2.9162, grad_norm: 1.9000 2020-10-09 19:35:48,593 - mmaction - INFO - Epoch [188][420/1413] lr: 1.013e-01, eta: 1 day, 3:10:40, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3810, top5_acc: 0.6212, loss_cls: 2.9052, loss: 2.9052, grad_norm: 1.9198 2020-10-09 19:36:07,980 - mmaction - INFO - Epoch [188][440/1413] lr: 1.013e-01, eta: 1 day, 3:10:18, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4064, top5_acc: 0.6376, loss_cls: 2.8277, loss: 2.8277, grad_norm: 1.8884 2020-10-09 19:36:27,372 - mmaction - INFO - Epoch [188][460/1413] lr: 1.013e-01, eta: 1 day, 3:09:55, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3921, top5_acc: 0.6322, loss_cls: 2.8448, loss: 2.8448, grad_norm: 1.9183 2020-10-09 19:36:46,770 - mmaction - INFO - Epoch [188][480/1413] lr: 1.013e-01, eta: 1 day, 3:09:32, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3818, top5_acc: 0.6186, loss_cls: 2.9348, loss: 2.9348, grad_norm: 1.9461 2020-10-09 19:37:06,130 - mmaction - INFO - Epoch [188][500/1413] lr: 1.013e-01, eta: 1 day, 3:09:09, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3868, top5_acc: 0.6220, loss_cls: 2.8986, loss: 2.8986, grad_norm: 1.9070 2020-10-09 19:37:25,569 - mmaction - INFO - Epoch [188][520/1413] lr: 1.013e-01, eta: 1 day, 3:08:46, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3842, top5_acc: 0.6195, loss_cls: 2.9077, loss: 2.9077, grad_norm: 1.9201 2020-10-09 19:37:45,002 - mmaction - INFO - Epoch [188][540/1413] lr: 1.013e-01, eta: 1 day, 3:08:23, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3884, top5_acc: 0.6277, loss_cls: 2.9049, loss: 2.9049, grad_norm: 1.9243 2020-10-09 19:38:04,419 - mmaction - INFO - Epoch [188][560/1413] lr: 1.013e-01, eta: 1 day, 3:08:01, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3794, top5_acc: 0.6217, loss_cls: 2.9081, loss: 2.9081, grad_norm: 1.9349 2020-10-09 19:38:23,853 - mmaction - INFO - Epoch [188][580/1413] lr: 1.013e-01, eta: 1 day, 3:07:38, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3898, top5_acc: 0.6288, loss_cls: 2.8964, loss: 2.8964, grad_norm: 1.9169 2020-10-09 19:38:43,211 - mmaction - INFO - Epoch [188][600/1413] lr: 1.013e-01, eta: 1 day, 3:07:15, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3857, top5_acc: 0.6202, loss_cls: 2.9145, loss: 2.9145, grad_norm: 1.9111 2020-10-09 19:39:02,635 - mmaction - INFO - Epoch [188][620/1413] lr: 1.013e-01, eta: 1 day, 3:06:52, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3758, top5_acc: 0.6173, loss_cls: 2.9329, loss: 2.9329, grad_norm: 1.9406 2020-10-09 19:39:22,044 - mmaction - INFO - Epoch [188][640/1413] lr: 1.013e-01, eta: 1 day, 3:06:30, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3755, top5_acc: 0.6091, loss_cls: 2.9461, loss: 2.9461, grad_norm: 1.9055 2020-10-09 19:39:41,431 - mmaction - INFO - Epoch [188][660/1413] lr: 1.013e-01, eta: 1 day, 3:06:07, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3853, top5_acc: 0.6301, loss_cls: 2.8879, loss: 2.8879, grad_norm: 1.8972 2020-10-09 19:40:00,775 - mmaction - INFO - Epoch [188][680/1413] lr: 1.013e-01, eta: 1 day, 3:05:44, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3764, top5_acc: 0.6214, loss_cls: 2.9345, loss: 2.9345, grad_norm: 1.9152 2020-10-09 19:40:20,217 - mmaction - INFO - Epoch [188][700/1413] lr: 1.013e-01, eta: 1 day, 3:05:21, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3783, top5_acc: 0.6212, loss_cls: 2.9247, loss: 2.9247, grad_norm: 1.9481 2020-10-09 19:40:39,639 - mmaction - INFO - Epoch [188][720/1413] lr: 1.013e-01, eta: 1 day, 3:04:58, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3759, top5_acc: 0.6237, loss_cls: 2.9057, loss: 2.9057, grad_norm: 1.9228 2020-10-09 19:40:59,073 - mmaction - INFO - Epoch [188][740/1413] lr: 1.013e-01, eta: 1 day, 3:04:36, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3857, top5_acc: 0.6250, loss_cls: 2.9202, loss: 2.9202, grad_norm: 1.8983 2020-10-09 19:41:18,459 - mmaction - INFO - Epoch [188][760/1413] lr: 1.013e-01, eta: 1 day, 3:04:13, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3816, top5_acc: 0.6224, loss_cls: 2.9198, loss: 2.9198, grad_norm: 1.8806 2020-10-09 19:41:37,891 - mmaction - INFO - Epoch [188][780/1413] lr: 1.013e-01, eta: 1 day, 3:03:50, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3852, top5_acc: 0.6267, loss_cls: 2.9042, loss: 2.9042, grad_norm: 1.9202 2020-10-09 19:41:57,246 - mmaction - INFO - Epoch [188][800/1413] lr: 1.013e-01, eta: 1 day, 3:03:27, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3806, top5_acc: 0.6219, loss_cls: 2.9298, loss: 2.9298, grad_norm: 1.9070 2020-10-09 19:42:16,652 - mmaction - INFO - Epoch [188][820/1413] lr: 1.013e-01, eta: 1 day, 3:03:05, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3918, top5_acc: 0.6294, loss_cls: 2.8590, loss: 2.8590, grad_norm: 1.9103 2020-10-09 19:42:35,963 - mmaction - INFO - Epoch [188][840/1413] lr: 1.013e-01, eta: 1 day, 3:02:41, time: 0.966, data_time: 0.003, memory: 8482, top1_acc: 0.3861, top5_acc: 0.6249, loss_cls: 2.8920, loss: 2.8920, grad_norm: 1.9297 2020-10-09 19:42:55,394 - mmaction - INFO - Epoch [188][860/1413] lr: 1.013e-01, eta: 1 day, 3:02:19, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3902, top5_acc: 0.6323, loss_cls: 2.8763, loss: 2.8763, grad_norm: 1.9063 2020-10-09 19:43:14,754 - mmaction - INFO - Epoch [188][880/1413] lr: 1.013e-01, eta: 1 day, 3:01:56, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3905, top5_acc: 0.6268, loss_cls: 2.8935, loss: 2.8935, grad_norm: 1.9079 2020-10-09 19:43:34,141 - mmaction - INFO - Epoch [188][900/1413] lr: 1.013e-01, eta: 1 day, 3:01:33, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3796, top5_acc: 0.6219, loss_cls: 2.9521, loss: 2.9521, grad_norm: 1.9282 2020-10-09 19:43:53,542 - mmaction - INFO - Epoch [188][920/1413] lr: 1.013e-01, eta: 1 day, 3:01:10, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3919, top5_acc: 0.6315, loss_cls: 2.8795, loss: 2.8795, grad_norm: 1.9172 2020-10-09 19:44:12,880 - mmaction - INFO - Epoch [188][940/1413] lr: 1.013e-01, eta: 1 day, 3:00:47, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3772, top5_acc: 0.6190, loss_cls: 2.9270, loss: 2.9270, grad_norm: 1.9051 2020-10-09 19:44:32,280 - mmaction - INFO - Epoch [188][960/1413] lr: 1.013e-01, eta: 1 day, 3:00:25, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3753, top5_acc: 0.6190, loss_cls: 2.9592, loss: 2.9592, grad_norm: 1.9626 2020-10-09 19:44:51,656 - mmaction - INFO - Epoch [188][980/1413] lr: 1.013e-01, eta: 1 day, 3:00:02, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3809, top5_acc: 0.6207, loss_cls: 2.9368, loss: 2.9368, grad_norm: 1.9102 2020-10-09 19:45:11,095 - mmaction - INFO - Epoch [188][1000/1413] lr: 1.013e-01, eta: 1 day, 2:59:39, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3720, top5_acc: 0.6120, loss_cls: 2.9573, loss: 2.9573, grad_norm: 1.9232 2020-10-09 19:45:30,479 - mmaction - INFO - Epoch [188][1020/1413] lr: 1.013e-01, eta: 1 day, 2:59:17, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3848, top5_acc: 0.6273, loss_cls: 2.9036, loss: 2.9036, grad_norm: 1.9252 2020-10-09 19:45:49,904 - mmaction - INFO - Epoch [188][1040/1413] lr: 1.013e-01, eta: 1 day, 2:58:54, time: 0.973, data_time: 0.004, memory: 8482, top1_acc: 0.3910, top5_acc: 0.6279, loss_cls: 2.9015, loss: 2.9015, grad_norm: 1.9173 2020-10-09 19:46:09,319 - mmaction - INFO - Epoch [188][1060/1413] lr: 1.013e-01, eta: 1 day, 2:58:31, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3766, top5_acc: 0.6264, loss_cls: 2.9050, loss: 2.9050, grad_norm: 1.9351 2020-10-09 19:46:28,691 - mmaction - INFO - Epoch [188][1080/1413] lr: 1.013e-01, eta: 1 day, 2:58:09, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3840, top5_acc: 0.6174, loss_cls: 2.9144, loss: 2.9144, grad_norm: 1.8955 2020-10-09 19:46:48,042 - mmaction - INFO - Epoch [188][1100/1413] lr: 1.013e-01, eta: 1 day, 2:57:46, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3773, top5_acc: 0.6187, loss_cls: 2.9175, loss: 2.9175, grad_norm: 1.9077 2020-10-09 19:47:07,442 - mmaction - INFO - Epoch [188][1120/1413] lr: 1.013e-01, eta: 1 day, 2:57:23, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3865, top5_acc: 0.6229, loss_cls: 2.8816, loss: 2.8816, grad_norm: 1.9438 2020-10-09 19:47:26,778 - mmaction - INFO - Epoch [188][1140/1413] lr: 1.013e-01, eta: 1 day, 2:57:00, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3812, top5_acc: 0.6207, loss_cls: 2.9499, loss: 2.9499, grad_norm: 1.9413 2020-10-09 19:47:46,144 - mmaction - INFO - Epoch [188][1160/1413] lr: 1.013e-01, eta: 1 day, 2:56:37, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3841, top5_acc: 0.6208, loss_cls: 2.9219, loss: 2.9219, grad_norm: 1.9147 2020-10-09 19:48:05,581 - mmaction - INFO - Epoch [188][1180/1413] lr: 1.013e-01, eta: 1 day, 2:56:15, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.3835, top5_acc: 0.6242, loss_cls: 2.8930, loss: 2.8930, grad_norm: 1.9044 2020-10-09 19:48:24,938 - mmaction - INFO - Epoch [188][1200/1413] lr: 1.013e-01, eta: 1 day, 2:55:52, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3814, top5_acc: 0.6263, loss_cls: 2.9043, loss: 2.9043, grad_norm: 1.9310 2020-10-09 19:48:44,251 - mmaction - INFO - Epoch [188][1220/1413] lr: 1.013e-01, eta: 1 day, 2:55:29, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3812, top5_acc: 0.6228, loss_cls: 2.9295, loss: 2.9295, grad_norm: 1.8912 2020-10-09 19:49:03,596 - mmaction - INFO - Epoch [188][1240/1413] lr: 1.013e-01, eta: 1 day, 2:55:06, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3919, top5_acc: 0.6357, loss_cls: 2.8571, loss: 2.8571, grad_norm: 1.9275 2020-10-09 19:49:23,039 - mmaction - INFO - Epoch [188][1260/1413] lr: 1.013e-01, eta: 1 day, 2:54:44, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3848, top5_acc: 0.6168, loss_cls: 2.9223, loss: 2.9223, grad_norm: 1.9260 2020-10-09 19:49:42,396 - mmaction - INFO - Epoch [188][1280/1413] lr: 1.013e-01, eta: 1 day, 2:54:21, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3711, top5_acc: 0.6177, loss_cls: 2.9496, loss: 2.9496, grad_norm: 1.9318 2020-10-09 19:50:01,804 - mmaction - INFO - Epoch [188][1300/1413] lr: 1.013e-01, eta: 1 day, 2:53:58, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3992, top5_acc: 0.6349, loss_cls: 2.8671, loss: 2.8671, grad_norm: 1.8969 2020-10-09 19:50:21,210 - mmaction - INFO - Epoch [188][1320/1413] lr: 1.013e-01, eta: 1 day, 2:53:36, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3771, top5_acc: 0.6139, loss_cls: 2.9420, loss: 2.9420, grad_norm: 1.9294 2020-10-09 19:50:40,634 - mmaction - INFO - Epoch [188][1340/1413] lr: 1.013e-01, eta: 1 day, 2:53:13, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3734, top5_acc: 0.6100, loss_cls: 2.9627, loss: 2.9627, grad_norm: 1.9279 2020-10-09 19:50:59,991 - mmaction - INFO - Epoch [188][1360/1413] lr: 1.013e-01, eta: 1 day, 2:52:50, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3895, top5_acc: 0.6130, loss_cls: 2.9382, loss: 2.9382, grad_norm: 1.9179 2020-10-09 19:51:19,316 - mmaction - INFO - Epoch [188][1380/1413] lr: 1.013e-01, eta: 1 day, 2:52:27, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.3888, top5_acc: 0.6223, loss_cls: 2.9227, loss: 2.9227, grad_norm: 1.9470 2020-10-09 19:51:38,689 - mmaction - INFO - Epoch [188][1400/1413] lr: 1.013e-01, eta: 1 day, 2:52:05, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3802, top5_acc: 0.6174, loss_cls: 2.9668, loss: 2.9668, grad_norm: 1.9440 2020-10-09 19:52:41,778 - mmaction - INFO - Epoch [189][20/1413] lr: 9.853e-02, eta: 1 day, 2:52:29, time: 2.504, data_time: 1.501, memory: 8482, top1_acc: 0.3771, top5_acc: 0.6245, loss_cls: 2.9016, loss: 2.9016, grad_norm: 1.9062 2020-10-09 19:53:01,088 - mmaction - INFO - Epoch [189][40/1413] lr: 9.853e-02, eta: 1 day, 2:52:06, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3866, top5_acc: 0.6307, loss_cls: 2.8680, loss: 2.8680, grad_norm: 1.9292 2020-10-09 19:53:20,382 - mmaction - INFO - Epoch [189][60/1413] lr: 9.853e-02, eta: 1 day, 2:51:43, time: 0.964, data_time: 0.001, memory: 8482, top1_acc: 0.3919, top5_acc: 0.6313, loss_cls: 2.8586, loss: 2.8586, grad_norm: 1.9317 2020-10-09 19:53:39,749 - mmaction - INFO - Epoch [189][80/1413] lr: 9.853e-02, eta: 1 day, 2:51:20, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3927, top5_acc: 0.6307, loss_cls: 2.8858, loss: 2.8858, grad_norm: 1.8883 2020-10-09 19:53:59,114 - mmaction - INFO - Epoch [189][100/1413] lr: 9.853e-02, eta: 1 day, 2:50:57, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3859, top5_acc: 0.6302, loss_cls: 2.9003, loss: 2.9003, grad_norm: 1.9558 2020-10-09 19:54:18,468 - mmaction - INFO - Epoch [189][120/1413] lr: 9.853e-02, eta: 1 day, 2:50:35, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3984, top5_acc: 0.6384, loss_cls: 2.8139, loss: 2.8139, grad_norm: 1.8906 2020-10-09 19:54:37,877 - mmaction - INFO - Epoch [189][140/1413] lr: 9.853e-02, eta: 1 day, 2:50:12, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3995, top5_acc: 0.6367, loss_cls: 2.8380, loss: 2.8380, grad_norm: 1.9084 2020-10-09 19:54:57,274 - mmaction - INFO - Epoch [189][160/1413] lr: 9.853e-02, eta: 1 day, 2:49:49, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3823, top5_acc: 0.6340, loss_cls: 2.8727, loss: 2.8727, grad_norm: 1.9677 2020-10-09 19:55:16,633 - mmaction - INFO - Epoch [189][180/1413] lr: 9.853e-02, eta: 1 day, 2:49:27, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3948, top5_acc: 0.6332, loss_cls: 2.8700, loss: 2.8700, grad_norm: 1.9151 2020-10-09 19:55:36,015 - mmaction - INFO - Epoch [189][200/1413] lr: 9.853e-02, eta: 1 day, 2:49:04, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3828, top5_acc: 0.6260, loss_cls: 2.9062, loss: 2.9062, grad_norm: 1.9610 2020-10-09 19:55:55,444 - mmaction - INFO - Epoch [189][220/1413] lr: 9.853e-02, eta: 1 day, 2:48:41, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3846, top5_acc: 0.6259, loss_cls: 2.8967, loss: 2.8967, grad_norm: 1.9236 2020-10-09 19:56:14,788 - mmaction - INFO - Epoch [189][240/1413] lr: 9.853e-02, eta: 1 day, 2:48:18, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3924, top5_acc: 0.6290, loss_cls: 2.8831, loss: 2.8831, grad_norm: 1.9241 2020-10-09 19:56:34,163 - mmaction - INFO - Epoch [189][260/1413] lr: 9.853e-02, eta: 1 day, 2:47:56, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3849, top5_acc: 0.6290, loss_cls: 2.9096, loss: 2.9096, grad_norm: 1.9756 2020-10-09 19:56:53,559 - mmaction - INFO - Epoch [189][280/1413] lr: 9.853e-02, eta: 1 day, 2:47:33, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3902, top5_acc: 0.6350, loss_cls: 2.8252, loss: 2.8252, grad_norm: 1.9140 2020-10-09 19:57:12,953 - mmaction - INFO - Epoch [189][300/1413] lr: 9.853e-02, eta: 1 day, 2:47:10, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3885, top5_acc: 0.6289, loss_cls: 2.8863, loss: 2.8863, grad_norm: 1.9281 2020-10-09 19:57:32,387 - mmaction - INFO - Epoch [189][320/1413] lr: 9.853e-02, eta: 1 day, 2:46:48, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.3836, top5_acc: 0.6193, loss_cls: 2.9520, loss: 2.9520, grad_norm: 1.9675 2020-10-09 19:57:51,768 - mmaction - INFO - Epoch [189][340/1413] lr: 9.853e-02, eta: 1 day, 2:46:25, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3883, top5_acc: 0.6272, loss_cls: 2.8740, loss: 2.8740, grad_norm: 1.9242 2020-10-09 19:58:11,114 - mmaction - INFO - Epoch [189][360/1413] lr: 9.853e-02, eta: 1 day, 2:46:03, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3846, top5_acc: 0.6316, loss_cls: 2.8799, loss: 2.8799, grad_norm: 1.9845 2020-10-09 19:58:30,530 - mmaction - INFO - Epoch [189][380/1413] lr: 9.853e-02, eta: 1 day, 2:45:40, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3961, top5_acc: 0.6311, loss_cls: 2.8613, loss: 2.8613, grad_norm: 1.9189 2020-10-09 19:58:49,874 - mmaction - INFO - Epoch [189][400/1413] lr: 9.853e-02, eta: 1 day, 2:45:17, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3897, top5_acc: 0.6264, loss_cls: 2.8902, loss: 2.8902, grad_norm: 1.9344 2020-10-09 19:59:09,265 - mmaction - INFO - Epoch [189][420/1413] lr: 9.853e-02, eta: 1 day, 2:44:55, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3836, top5_acc: 0.6245, loss_cls: 2.9170, loss: 2.9170, grad_norm: 1.9179 2020-10-09 19:59:28,663 - mmaction - INFO - Epoch [189][440/1413] lr: 9.853e-02, eta: 1 day, 2:44:32, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3868, top5_acc: 0.6221, loss_cls: 2.9231, loss: 2.9231, grad_norm: 1.9677 2020-10-09 19:59:48,015 - mmaction - INFO - Epoch [189][460/1413] lr: 9.853e-02, eta: 1 day, 2:44:09, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3846, top5_acc: 0.6270, loss_cls: 2.9061, loss: 2.9061, grad_norm: 1.9287 2020-10-09 20:00:08,827 - mmaction - INFO - Epoch [189][480/1413] lr: 9.853e-02, eta: 1 day, 2:43:52, time: 1.041, data_time: 0.003, memory: 8482, top1_acc: 0.3775, top5_acc: 0.6214, loss_cls: 2.9305, loss: 2.9305, grad_norm: 1.9409 2020-10-09 20:00:28,259 - mmaction - INFO - Epoch [189][500/1413] lr: 9.853e-02, eta: 1 day, 2:43:29, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3867, top5_acc: 0.6225, loss_cls: 2.9157, loss: 2.9157, grad_norm: 1.9433 2020-10-09 20:00:47,621 - mmaction - INFO - Epoch [189][520/1413] lr: 9.853e-02, eta: 1 day, 2:43:06, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3901, top5_acc: 0.6296, loss_cls: 2.8924, loss: 2.8924, grad_norm: 1.9213 2020-10-09 20:01:06,985 - mmaction - INFO - Epoch [189][540/1413] lr: 9.853e-02, eta: 1 day, 2:42:44, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3849, top5_acc: 0.6306, loss_cls: 2.8932, loss: 2.8932, grad_norm: 2.0027 2020-10-09 20:01:26,424 - mmaction - INFO - Epoch [189][560/1413] lr: 9.853e-02, eta: 1 day, 2:42:21, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3799, top5_acc: 0.6139, loss_cls: 2.9429, loss: 2.9429, grad_norm: 1.9351 2020-10-09 20:01:45,808 - mmaction - INFO - Epoch [189][580/1413] lr: 9.853e-02, eta: 1 day, 2:41:59, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3861, top5_acc: 0.6266, loss_cls: 2.9067, loss: 2.9067, grad_norm: 1.9134 2020-10-09 20:02:05,231 - mmaction - INFO - Epoch [189][600/1413] lr: 9.853e-02, eta: 1 day, 2:41:36, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3780, top5_acc: 0.6225, loss_cls: 2.9107, loss: 2.9107, grad_norm: 1.9299 2020-10-09 20:02:24,615 - mmaction - INFO - Epoch [189][620/1413] lr: 9.853e-02, eta: 1 day, 2:41:14, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3936, top5_acc: 0.6302, loss_cls: 2.8504, loss: 2.8504, grad_norm: 1.9369 2020-10-09 20:02:44,001 - mmaction - INFO - Epoch [189][640/1413] lr: 9.853e-02, eta: 1 day, 2:40:51, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3815, top5_acc: 0.6208, loss_cls: 2.9281, loss: 2.9281, grad_norm: 1.9495 2020-10-09 20:03:03,302 - mmaction - INFO - Epoch [189][660/1413] lr: 9.853e-02, eta: 1 day, 2:40:28, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.3904, top5_acc: 0.6230, loss_cls: 2.8892, loss: 2.8892, grad_norm: 1.9257 2020-10-09 20:03:22,741 - mmaction - INFO - Epoch [189][680/1413] lr: 9.853e-02, eta: 1 day, 2:40:06, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3891, top5_acc: 0.6267, loss_cls: 2.8875, loss: 2.8875, grad_norm: 1.9090 2020-10-09 20:03:42,138 - mmaction - INFO - Epoch [189][700/1413] lr: 9.853e-02, eta: 1 day, 2:39:43, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3840, top5_acc: 0.6294, loss_cls: 2.8839, loss: 2.8839, grad_norm: 1.9300 2020-10-09 20:04:01,504 - mmaction - INFO - Epoch [189][720/1413] lr: 9.853e-02, eta: 1 day, 2:39:21, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3917, top5_acc: 0.6341, loss_cls: 2.8687, loss: 2.8687, grad_norm: 1.9640 2020-10-09 20:04:20,934 - mmaction - INFO - Epoch [189][740/1413] lr: 9.853e-02, eta: 1 day, 2:38:58, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3904, top5_acc: 0.6289, loss_cls: 2.8597, loss: 2.8597, grad_norm: 1.9068 2020-10-09 20:04:40,340 - mmaction - INFO - Epoch [189][760/1413] lr: 9.853e-02, eta: 1 day, 2:38:36, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3863, top5_acc: 0.6313, loss_cls: 2.8968, loss: 2.8968, grad_norm: 1.9308 2020-10-09 20:04:59,761 - mmaction - INFO - Epoch [189][780/1413] lr: 9.853e-02, eta: 1 day, 2:38:13, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3850, top5_acc: 0.6284, loss_cls: 2.8983, loss: 2.8983, grad_norm: 1.9427 2020-10-09 20:05:19,141 - mmaction - INFO - Epoch [189][800/1413] lr: 9.853e-02, eta: 1 day, 2:37:51, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3915, top5_acc: 0.6319, loss_cls: 2.8779, loss: 2.8779, grad_norm: 1.9233 2020-10-09 20:05:38,544 - mmaction - INFO - Epoch [189][820/1413] lr: 9.853e-02, eta: 1 day, 2:37:28, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3848, top5_acc: 0.6268, loss_cls: 2.9003, loss: 2.9003, grad_norm: 1.9341 2020-10-09 20:05:57,880 - mmaction - INFO - Epoch [189][840/1413] lr: 9.853e-02, eta: 1 day, 2:37:06, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.3861, top5_acc: 0.6240, loss_cls: 2.8868, loss: 2.8868, grad_norm: 1.9233 2020-10-09 20:06:17,229 - mmaction - INFO - Epoch [189][860/1413] lr: 9.853e-02, eta: 1 day, 2:36:43, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.3841, top5_acc: 0.6230, loss_cls: 2.9076, loss: 2.9076, grad_norm: 1.9385 2020-10-09 20:06:36,591 - mmaction - INFO - Epoch [189][880/1413] lr: 9.853e-02, eta: 1 day, 2:36:20, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3853, top5_acc: 0.6246, loss_cls: 2.9068, loss: 2.9068, grad_norm: 1.9631 2020-10-09 20:06:55,898 - mmaction - INFO - Epoch [189][900/1413] lr: 9.853e-02, eta: 1 day, 2:35:58, time: 0.966, data_time: 0.003, memory: 8482, top1_acc: 0.3839, top5_acc: 0.6254, loss_cls: 2.8919, loss: 2.8919, grad_norm: 1.9393 2020-10-09 20:07:15,300 - mmaction - INFO - Epoch [189][920/1413] lr: 9.853e-02, eta: 1 day, 2:35:35, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3871, top5_acc: 0.6245, loss_cls: 2.8921, loss: 2.8921, grad_norm: 1.9704 2020-10-09 20:07:34,683 - mmaction - INFO - Epoch [189][940/1413] lr: 9.853e-02, eta: 1 day, 2:35:13, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3927, top5_acc: 0.6311, loss_cls: 2.8590, loss: 2.8590, grad_norm: 1.9390 2020-10-09 20:07:54,128 - mmaction - INFO - Epoch [189][960/1413] lr: 9.853e-02, eta: 1 day, 2:34:50, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.3798, top5_acc: 0.6124, loss_cls: 2.9341, loss: 2.9341, grad_norm: 1.9634 2020-10-09 20:08:13,490 - mmaction - INFO - Epoch [189][980/1413] lr: 9.853e-02, eta: 1 day, 2:34:28, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3846, top5_acc: 0.6219, loss_cls: 2.8987, loss: 2.8987, grad_norm: 1.9644 2020-10-09 20:08:32,861 - mmaction - INFO - Epoch [189][1000/1413] lr: 9.853e-02, eta: 1 day, 2:34:05, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3872, top5_acc: 0.6246, loss_cls: 2.8845, loss: 2.8845, grad_norm: 1.9310 2020-10-09 20:08:52,235 - mmaction - INFO - Epoch [189][1020/1413] lr: 9.853e-02, eta: 1 day, 2:33:43, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3855, top5_acc: 0.6333, loss_cls: 2.8857, loss: 2.8857, grad_norm: 1.9653 2020-10-09 20:09:11,539 - mmaction - INFO - Epoch [189][1040/1413] lr: 9.853e-02, eta: 1 day, 2:33:20, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3833, top5_acc: 0.6178, loss_cls: 2.9352, loss: 2.9352, grad_norm: 1.9459 2020-10-09 20:09:30,916 - mmaction - INFO - Epoch [189][1060/1413] lr: 9.853e-02, eta: 1 day, 2:32:57, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3850, top5_acc: 0.6349, loss_cls: 2.8835, loss: 2.8835, grad_norm: 1.9776 2020-10-09 20:09:50,304 - mmaction - INFO - Epoch [189][1080/1413] lr: 9.853e-02, eta: 1 day, 2:32:35, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3796, top5_acc: 0.6264, loss_cls: 2.9124, loss: 2.9124, grad_norm: 1.9579 2020-10-09 20:10:09,788 - mmaction - INFO - Epoch [189][1100/1413] lr: 9.853e-02, eta: 1 day, 2:32:13, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3771, top5_acc: 0.6206, loss_cls: 2.9265, loss: 2.9265, grad_norm: 1.9356 2020-10-09 20:10:29,174 - mmaction - INFO - Epoch [189][1120/1413] lr: 9.853e-02, eta: 1 day, 2:31:50, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3820, top5_acc: 0.6203, loss_cls: 2.9171, loss: 2.9171, grad_norm: 1.9383 2020-10-09 20:10:48,522 - mmaction - INFO - Epoch [189][1140/1413] lr: 9.853e-02, eta: 1 day, 2:31:28, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3842, top5_acc: 0.6189, loss_cls: 2.9240, loss: 2.9240, grad_norm: 1.9124 2020-10-09 20:11:07,939 - mmaction - INFO - Epoch [189][1160/1413] lr: 9.853e-02, eta: 1 day, 2:31:05, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3829, top5_acc: 0.6250, loss_cls: 2.8965, loss: 2.8965, grad_norm: 1.9450 2020-10-09 20:11:27,331 - mmaction - INFO - Epoch [189][1180/1413] lr: 9.853e-02, eta: 1 day, 2:30:43, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3839, top5_acc: 0.6186, loss_cls: 2.9179, loss: 2.9179, grad_norm: 1.9078 2020-10-09 20:11:46,740 - mmaction - INFO - Epoch [189][1200/1413] lr: 9.853e-02, eta: 1 day, 2:30:20, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3771, top5_acc: 0.6184, loss_cls: 2.9227, loss: 2.9227, grad_norm: 1.9557 2020-10-09 20:12:06,135 - mmaction - INFO - Epoch [189][1220/1413] lr: 9.853e-02, eta: 1 day, 2:29:58, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3829, top5_acc: 0.6204, loss_cls: 2.9190, loss: 2.9190, grad_norm: 1.9495 2020-10-09 20:12:25,478 - mmaction - INFO - Epoch [189][1240/1413] lr: 9.853e-02, eta: 1 day, 2:29:35, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3807, top5_acc: 0.6195, loss_cls: 2.9298, loss: 2.9298, grad_norm: 1.9598 2020-10-09 20:12:44,888 - mmaction - INFO - Epoch [189][1260/1413] lr: 9.853e-02, eta: 1 day, 2:29:13, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3806, top5_acc: 0.6258, loss_cls: 2.9031, loss: 2.9031, grad_norm: 1.9525 2020-10-09 20:13:04,288 - mmaction - INFO - Epoch [189][1280/1413] lr: 9.853e-02, eta: 1 day, 2:28:51, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3797, top5_acc: 0.6125, loss_cls: 2.9318, loss: 2.9318, grad_norm: 1.9370 2020-10-09 20:13:23,640 - mmaction - INFO - Epoch [189][1300/1413] lr: 9.853e-02, eta: 1 day, 2:28:28, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3801, top5_acc: 0.6129, loss_cls: 2.9230, loss: 2.9230, grad_norm: 1.9822 2020-10-09 20:13:42,975 - mmaction - INFO - Epoch [189][1320/1413] lr: 9.853e-02, eta: 1 day, 2:28:06, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3831, top5_acc: 0.6238, loss_cls: 2.8977, loss: 2.8977, grad_norm: 1.9421 2020-10-09 20:14:02,359 - mmaction - INFO - Epoch [189][1340/1413] lr: 9.853e-02, eta: 1 day, 2:27:43, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3919, top5_acc: 0.6350, loss_cls: 2.8462, loss: 2.8462, grad_norm: 1.9224 2020-10-09 20:14:21,736 - mmaction - INFO - Epoch [189][1360/1413] lr: 9.853e-02, eta: 1 day, 2:27:21, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3913, top5_acc: 0.6297, loss_cls: 2.8890, loss: 2.8890, grad_norm: 1.9459 2020-10-09 20:14:41,141 - mmaction - INFO - Epoch [189][1380/1413] lr: 9.853e-02, eta: 1 day, 2:26:58, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3863, top5_acc: 0.6302, loss_cls: 2.8772, loss: 2.8772, grad_norm: 1.9481 2020-10-09 20:15:00,554 - mmaction - INFO - Epoch [189][1400/1413] lr: 9.853e-02, eta: 1 day, 2:26:36, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3788, top5_acc: 0.6155, loss_cls: 2.9451, loss: 2.9451, grad_norm: 1.9657 2020-10-09 20:16:08,270 - mmaction - INFO - Epoch [190][20/1413] lr: 9.582e-02, eta: 1 day, 2:27:08, time: 2.678, data_time: 1.479, memory: 8482, top1_acc: 0.3854, top5_acc: 0.6344, loss_cls: 2.8652, loss: 2.8652, grad_norm: 1.9628 2020-10-09 20:16:27,591 - mmaction - INFO - Epoch [190][40/1413] lr: 9.582e-02, eta: 1 day, 2:26:45, time: 0.966, data_time: 0.003, memory: 8482, top1_acc: 0.3990, top5_acc: 0.6397, loss_cls: 2.8306, loss: 2.8306, grad_norm: 1.9269 2020-10-09 20:16:46,881 - mmaction - INFO - Epoch [190][60/1413] lr: 9.582e-02, eta: 1 day, 2:26:22, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.3859, top5_acc: 0.6284, loss_cls: 2.8729, loss: 2.8729, grad_norm: 1.9401 2020-10-09 20:17:06,236 - mmaction - INFO - Epoch [190][80/1413] lr: 9.582e-02, eta: 1 day, 2:26:00, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3897, top5_acc: 0.6326, loss_cls: 2.8378, loss: 2.8378, grad_norm: 1.9525 2020-10-09 20:17:25,596 - mmaction - INFO - Epoch [190][100/1413] lr: 9.582e-02, eta: 1 day, 2:25:37, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3876, top5_acc: 0.6250, loss_cls: 2.8976, loss: 2.8976, grad_norm: 1.9905 2020-10-09 20:17:44,977 - mmaction - INFO - Epoch [190][120/1413] lr: 9.582e-02, eta: 1 day, 2:25:15, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4009, top5_acc: 0.6253, loss_cls: 2.8748, loss: 2.8748, grad_norm: 1.9436 2020-10-09 20:18:04,362 - mmaction - INFO - Epoch [190][140/1413] lr: 9.582e-02, eta: 1 day, 2:24:52, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3850, top5_acc: 0.6221, loss_cls: 2.8996, loss: 2.8996, grad_norm: 1.9864 2020-10-09 20:18:23,783 - mmaction - INFO - Epoch [190][160/1413] lr: 9.582e-02, eta: 1 day, 2:24:30, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3911, top5_acc: 0.6257, loss_cls: 2.8935, loss: 2.8935, grad_norm: 1.9698 2020-10-09 20:18:43,203 - mmaction - INFO - Epoch [190][180/1413] lr: 9.582e-02, eta: 1 day, 2:24:08, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3803, top5_acc: 0.6223, loss_cls: 2.9363, loss: 2.9363, grad_norm: 1.9582 2020-10-09 20:19:02,647 - mmaction - INFO - Epoch [190][200/1413] lr: 9.582e-02, eta: 1 day, 2:23:45, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3816, top5_acc: 0.6267, loss_cls: 2.8776, loss: 2.8776, grad_norm: 1.9544 2020-10-09 20:19:22,045 - mmaction - INFO - Epoch [190][220/1413] lr: 9.582e-02, eta: 1 day, 2:23:23, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3937, top5_acc: 0.6346, loss_cls: 2.8539, loss: 2.8539, grad_norm: 1.9518 2020-10-09 20:19:41,446 - mmaction - INFO - Epoch [190][240/1413] lr: 9.582e-02, eta: 1 day, 2:23:01, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3974, top5_acc: 0.6370, loss_cls: 2.8454, loss: 2.8454, grad_norm: 1.9648 2020-10-09 20:20:00,813 - mmaction - INFO - Epoch [190][260/1413] lr: 9.582e-02, eta: 1 day, 2:22:38, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3906, top5_acc: 0.6339, loss_cls: 2.8292, loss: 2.8292, grad_norm: 1.9299 2020-10-09 20:20:20,215 - mmaction - INFO - Epoch [190][280/1413] lr: 9.582e-02, eta: 1 day, 2:22:16, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3779, top5_acc: 0.6178, loss_cls: 2.9170, loss: 2.9170, grad_norm: 1.9650 2020-10-09 20:20:39,630 - mmaction - INFO - Epoch [190][300/1413] lr: 9.582e-02, eta: 1 day, 2:21:53, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3841, top5_acc: 0.6182, loss_cls: 2.9196, loss: 2.9196, grad_norm: 1.9471 2020-10-09 20:20:59,008 - mmaction - INFO - Epoch [190][320/1413] lr: 9.582e-02, eta: 1 day, 2:21:31, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3919, top5_acc: 0.6352, loss_cls: 2.8468, loss: 2.8468, grad_norm: 1.9637 2020-10-09 20:21:18,418 - mmaction - INFO - Epoch [190][340/1413] lr: 9.582e-02, eta: 1 day, 2:21:09, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3846, top5_acc: 0.6271, loss_cls: 2.8990, loss: 2.8990, grad_norm: 1.9474 2020-10-09 20:21:37,845 - mmaction - INFO - Epoch [190][360/1413] lr: 9.582e-02, eta: 1 day, 2:20:46, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3841, top5_acc: 0.6216, loss_cls: 2.9150, loss: 2.9150, grad_norm: 1.9309 2020-10-09 20:21:57,218 - mmaction - INFO - Epoch [190][380/1413] lr: 9.582e-02, eta: 1 day, 2:20:24, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3767, top5_acc: 0.6243, loss_cls: 2.9110, loss: 2.9110, grad_norm: 1.9420 2020-10-09 20:22:16,578 - mmaction - INFO - Epoch [190][400/1413] lr: 9.582e-02, eta: 1 day, 2:20:01, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3814, top5_acc: 0.6288, loss_cls: 2.8945, loss: 2.8945, grad_norm: 1.9486 2020-10-09 20:22:35,936 - mmaction - INFO - Epoch [190][420/1413] lr: 9.582e-02, eta: 1 day, 2:19:39, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3810, top5_acc: 0.6236, loss_cls: 2.9079, loss: 2.9079, grad_norm: 1.9573 2020-10-09 20:22:55,324 - mmaction - INFO - Epoch [190][440/1413] lr: 9.582e-02, eta: 1 day, 2:19:17, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3893, top5_acc: 0.6292, loss_cls: 2.8909, loss: 2.8909, grad_norm: 1.9581 2020-10-09 20:23:14,750 - mmaction - INFO - Epoch [190][460/1413] lr: 9.582e-02, eta: 1 day, 2:18:54, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3872, top5_acc: 0.6314, loss_cls: 2.8790, loss: 2.8790, grad_norm: 1.9776 2020-10-09 20:23:34,146 - mmaction - INFO - Epoch [190][480/1413] lr: 9.582e-02, eta: 1 day, 2:18:32, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3845, top5_acc: 0.6220, loss_cls: 2.9116, loss: 2.9116, grad_norm: 1.9385 2020-10-09 20:23:53,531 - mmaction - INFO - Epoch [190][500/1413] lr: 9.582e-02, eta: 1 day, 2:18:10, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3914, top5_acc: 0.6307, loss_cls: 2.8616, loss: 2.8616, grad_norm: 1.9683 2020-10-09 20:24:12,876 - mmaction - INFO - Epoch [190][520/1413] lr: 9.582e-02, eta: 1 day, 2:17:47, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3832, top5_acc: 0.6187, loss_cls: 2.9210, loss: 2.9210, grad_norm: 1.9529 2020-10-09 20:24:32,283 - mmaction - INFO - Epoch [190][540/1413] lr: 9.582e-02, eta: 1 day, 2:17:25, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3849, top5_acc: 0.6242, loss_cls: 2.8948, loss: 2.8948, grad_norm: 1.9616 2020-10-09 20:24:51,666 - mmaction - INFO - Epoch [190][560/1413] lr: 9.582e-02, eta: 1 day, 2:17:02, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3844, top5_acc: 0.6174, loss_cls: 2.9164, loss: 2.9164, grad_norm: 1.9808 2020-10-09 20:25:11,080 - mmaction - INFO - Epoch [190][580/1413] lr: 9.582e-02, eta: 1 day, 2:16:40, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3979, top5_acc: 0.6354, loss_cls: 2.8576, loss: 2.8576, grad_norm: 1.9504 2020-10-09 20:25:30,380 - mmaction - INFO - Epoch [190][600/1413] lr: 9.582e-02, eta: 1 day, 2:16:18, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.3883, top5_acc: 0.6284, loss_cls: 2.8987, loss: 2.8987, grad_norm: 1.9602 2020-10-09 20:25:49,778 - mmaction - INFO - Epoch [190][620/1413] lr: 9.582e-02, eta: 1 day, 2:15:55, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3837, top5_acc: 0.6242, loss_cls: 2.8859, loss: 2.8859, grad_norm: 1.9726 2020-10-09 20:26:09,191 - mmaction - INFO - Epoch [190][640/1413] lr: 9.582e-02, eta: 1 day, 2:15:33, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3746, top5_acc: 0.6129, loss_cls: 2.9511, loss: 2.9511, grad_norm: 1.9516 2020-10-09 20:26:28,561 - mmaction - INFO - Epoch [190][660/1413] lr: 9.582e-02, eta: 1 day, 2:15:11, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3897, top5_acc: 0.6275, loss_cls: 2.8889, loss: 2.8889, grad_norm: 1.9596 2020-10-09 20:26:47,988 - mmaction - INFO - Epoch [190][680/1413] lr: 9.582e-02, eta: 1 day, 2:14:48, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3803, top5_acc: 0.6159, loss_cls: 2.9260, loss: 2.9260, grad_norm: 1.9435 2020-10-09 20:27:07,353 - mmaction - INFO - Epoch [190][700/1413] lr: 9.582e-02, eta: 1 day, 2:14:26, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3850, top5_acc: 0.6273, loss_cls: 2.9128, loss: 2.9128, grad_norm: 1.9476 2020-10-09 20:27:26,747 - mmaction - INFO - Epoch [190][720/1413] lr: 9.582e-02, eta: 1 day, 2:14:04, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3805, top5_acc: 0.6276, loss_cls: 2.8934, loss: 2.8934, grad_norm: 1.9612 2020-10-09 20:27:46,117 - mmaction - INFO - Epoch [190][740/1413] lr: 9.582e-02, eta: 1 day, 2:13:41, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3799, top5_acc: 0.6199, loss_cls: 2.9170, loss: 2.9170, grad_norm: 1.9346 2020-10-09 20:28:05,512 - mmaction - INFO - Epoch [190][760/1413] lr: 9.582e-02, eta: 1 day, 2:13:19, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3855, top5_acc: 0.6302, loss_cls: 2.8784, loss: 2.8784, grad_norm: 1.9622 2020-10-09 20:28:24,845 - mmaction - INFO - Epoch [190][780/1413] lr: 9.582e-02, eta: 1 day, 2:12:57, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3957, top5_acc: 0.6402, loss_cls: 2.8394, loss: 2.8394, grad_norm: 1.9425 2020-10-09 20:28:44,259 - mmaction - INFO - Epoch [190][800/1413] lr: 9.582e-02, eta: 1 day, 2:12:34, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3859, top5_acc: 0.6281, loss_cls: 2.8768, loss: 2.8768, grad_norm: 1.9638 2020-10-09 20:29:03,685 - mmaction - INFO - Epoch [190][820/1413] lr: 9.582e-02, eta: 1 day, 2:12:12, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.3937, top5_acc: 0.6290, loss_cls: 2.8756, loss: 2.8756, grad_norm: 1.9148 2020-10-09 20:29:23,027 - mmaction - INFO - Epoch [190][840/1413] lr: 9.582e-02, eta: 1 day, 2:11:50, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.3919, top5_acc: 0.6298, loss_cls: 2.8610, loss: 2.8610, grad_norm: 1.9747 2020-10-09 20:29:42,451 - mmaction - INFO - Epoch [190][860/1413] lr: 9.582e-02, eta: 1 day, 2:11:28, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3908, top5_acc: 0.6262, loss_cls: 2.8543, loss: 2.8543, grad_norm: 1.9445 2020-10-09 20:30:01,854 - mmaction - INFO - Epoch [190][880/1413] lr: 9.582e-02, eta: 1 day, 2:11:05, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3891, top5_acc: 0.6289, loss_cls: 2.8883, loss: 2.8883, grad_norm: 1.9776 2020-10-09 20:30:21,267 - mmaction - INFO - Epoch [190][900/1413] lr: 9.582e-02, eta: 1 day, 2:10:43, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3796, top5_acc: 0.6146, loss_cls: 2.9403, loss: 2.9403, grad_norm: 1.9577 2020-10-09 20:30:40,715 - mmaction - INFO - Epoch [190][920/1413] lr: 9.582e-02, eta: 1 day, 2:10:21, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3837, top5_acc: 0.6197, loss_cls: 2.9152, loss: 2.9152, grad_norm: 1.9641 2020-10-09 20:31:00,107 - mmaction - INFO - Epoch [190][940/1413] lr: 9.582e-02, eta: 1 day, 2:09:59, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3855, top5_acc: 0.6276, loss_cls: 2.8979, loss: 2.8979, grad_norm: 1.9688 2020-10-09 20:31:19,499 - mmaction - INFO - Epoch [190][960/1413] lr: 9.582e-02, eta: 1 day, 2:09:36, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3844, top5_acc: 0.6302, loss_cls: 2.8662, loss: 2.8662, grad_norm: 1.9705 2020-10-09 20:31:38,885 - mmaction - INFO - Epoch [190][980/1413] lr: 9.582e-02, eta: 1 day, 2:09:14, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3850, top5_acc: 0.6199, loss_cls: 2.9252, loss: 2.9252, grad_norm: 1.9632 2020-10-09 20:31:58,220 - mmaction - INFO - Epoch [190][1000/1413] lr: 9.582e-02, eta: 1 day, 2:08:52, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.3880, top5_acc: 0.6255, loss_cls: 2.8842, loss: 2.8842, grad_norm: 1.9403 2020-10-09 20:32:17,733 - mmaction - INFO - Epoch [190][1020/1413] lr: 9.582e-02, eta: 1 day, 2:08:30, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3857, top5_acc: 0.6335, loss_cls: 2.8717, loss: 2.8717, grad_norm: 1.9665 2020-10-09 20:32:37,103 - mmaction - INFO - Epoch [190][1040/1413] lr: 9.582e-02, eta: 1 day, 2:08:08, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3891, top5_acc: 0.6296, loss_cls: 2.8761, loss: 2.8761, grad_norm: 1.9482 2020-10-09 20:32:56,537 - mmaction - INFO - Epoch [190][1060/1413] lr: 9.582e-02, eta: 1 day, 2:07:45, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3892, top5_acc: 0.6301, loss_cls: 2.8768, loss: 2.8768, grad_norm: 1.9548 2020-10-09 20:33:15,917 - mmaction - INFO - Epoch [190][1080/1413] lr: 9.582e-02, eta: 1 day, 2:07:23, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3951, top5_acc: 0.6301, loss_cls: 2.8680, loss: 2.8680, grad_norm: 1.9623 2020-10-09 20:33:35,280 - mmaction - INFO - Epoch [190][1100/1413] lr: 9.582e-02, eta: 1 day, 2:07:01, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3884, top5_acc: 0.6275, loss_cls: 2.8804, loss: 2.8804, grad_norm: 1.9735 2020-10-09 20:33:54,680 - mmaction - INFO - Epoch [190][1120/1413] lr: 9.582e-02, eta: 1 day, 2:06:39, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3888, top5_acc: 0.6246, loss_cls: 2.8660, loss: 2.8660, grad_norm: 1.9769 2020-10-09 20:34:14,025 - mmaction - INFO - Epoch [190][1140/1413] lr: 9.582e-02, eta: 1 day, 2:06:16, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3891, top5_acc: 0.6301, loss_cls: 2.8684, loss: 2.8684, grad_norm: 1.9770 2020-10-09 20:34:33,378 - mmaction - INFO - Epoch [190][1160/1413] lr: 9.582e-02, eta: 1 day, 2:05:54, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3888, top5_acc: 0.6301, loss_cls: 2.8544, loss: 2.8544, grad_norm: 1.9653 2020-10-09 20:34:52,778 - mmaction - INFO - Epoch [190][1180/1413] lr: 9.582e-02, eta: 1 day, 2:05:32, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3850, top5_acc: 0.6223, loss_cls: 2.8999, loss: 2.8999, grad_norm: 2.0122 2020-10-09 20:35:12,183 - mmaction - INFO - Epoch [190][1200/1413] lr: 9.582e-02, eta: 1 day, 2:05:09, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3898, top5_acc: 0.6310, loss_cls: 2.8613, loss: 2.8613, grad_norm: 1.9657 2020-10-09 20:35:31,503 - mmaction - INFO - Epoch [190][1220/1413] lr: 9.582e-02, eta: 1 day, 2:04:47, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.3913, top5_acc: 0.6250, loss_cls: 2.8911, loss: 2.8911, grad_norm: 1.9586 2020-10-09 20:35:50,893 - mmaction - INFO - Epoch [190][1240/1413] lr: 9.582e-02, eta: 1 day, 2:04:25, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3863, top5_acc: 0.6203, loss_cls: 2.9011, loss: 2.9011, grad_norm: 1.9785 2020-10-09 20:36:10,288 - mmaction - INFO - Epoch [190][1260/1413] lr: 9.582e-02, eta: 1 day, 2:04:03, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3796, top5_acc: 0.6234, loss_cls: 2.9141, loss: 2.9141, grad_norm: 1.9835 2020-10-09 20:36:29,646 - mmaction - INFO - Epoch [190][1280/1413] lr: 9.582e-02, eta: 1 day, 2:03:40, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3823, top5_acc: 0.6223, loss_cls: 2.9221, loss: 2.9221, grad_norm: 1.9753 2020-10-09 20:36:49,002 - mmaction - INFO - Epoch [190][1300/1413] lr: 9.582e-02, eta: 1 day, 2:03:18, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3875, top5_acc: 0.6342, loss_cls: 2.8690, loss: 2.8690, grad_norm: 1.9609 2020-10-09 20:37:08,393 - mmaction - INFO - Epoch [190][1320/1413] lr: 9.582e-02, eta: 1 day, 2:02:56, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3815, top5_acc: 0.6288, loss_cls: 2.9052, loss: 2.9052, grad_norm: 1.9321 2020-10-09 20:37:27,802 - mmaction - INFO - Epoch [190][1340/1413] lr: 9.582e-02, eta: 1 day, 2:02:34, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3921, top5_acc: 0.6262, loss_cls: 2.8938, loss: 2.8938, grad_norm: 1.9690 2020-10-09 20:37:47,247 - mmaction - INFO - Epoch [190][1360/1413] lr: 9.582e-02, eta: 1 day, 2:02:12, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3766, top5_acc: 0.6253, loss_cls: 2.9283, loss: 2.9283, grad_norm: 1.9508 2020-10-09 20:38:06,652 - mmaction - INFO - Epoch [190][1380/1413] lr: 9.582e-02, eta: 1 day, 2:01:49, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3882, top5_acc: 0.6275, loss_cls: 2.8756, loss: 2.8756, grad_norm: 1.9589 2020-10-09 20:38:26,077 - mmaction - INFO - Epoch [190][1400/1413] lr: 9.582e-02, eta: 1 day, 2:01:27, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3775, top5_acc: 0.6104, loss_cls: 2.9614, loss: 2.9614, grad_norm: 1.9525 2020-10-09 20:39:29,677 - mmaction - INFO - Epoch [191][20/1413] lr: 9.314e-02, eta: 1 day, 2:01:47, time: 2.529, data_time: 1.255, memory: 8482, top1_acc: 0.3832, top5_acc: 0.6271, loss_cls: 2.8885, loss: 2.8885, grad_norm: 1.9706 2020-10-09 20:39:48,904 - mmaction - INFO - Epoch [191][40/1413] lr: 9.314e-02, eta: 1 day, 2:01:24, time: 0.962, data_time: 0.002, memory: 8482, top1_acc: 0.3945, top5_acc: 0.6357, loss_cls: 2.8400, loss: 2.8400, grad_norm: 1.9481 2020-10-09 20:40:08,210 - mmaction - INFO - Epoch [191][60/1413] lr: 9.314e-02, eta: 1 day, 2:01:01, time: 0.965, data_time: 0.001, memory: 8482, top1_acc: 0.3911, top5_acc: 0.6355, loss_cls: 2.8566, loss: 2.8566, grad_norm: 1.9823 2020-10-09 20:40:27,562 - mmaction - INFO - Epoch [191][80/1413] lr: 9.314e-02, eta: 1 day, 2:00:39, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3951, top5_acc: 0.6380, loss_cls: 2.8251, loss: 2.8251, grad_norm: 1.9645 2020-10-09 20:40:46,848 - mmaction - INFO - Epoch [191][100/1413] lr: 9.314e-02, eta: 1 day, 2:00:16, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.3956, top5_acc: 0.6406, loss_cls: 2.8601, loss: 2.8601, grad_norm: 1.9750 2020-10-09 20:41:06,260 - mmaction - INFO - Epoch [191][120/1413] lr: 9.314e-02, eta: 1 day, 1:59:54, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3936, top5_acc: 0.6368, loss_cls: 2.8624, loss: 2.8624, grad_norm: 1.9627 2020-10-09 20:41:25,609 - mmaction - INFO - Epoch [191][140/1413] lr: 9.314e-02, eta: 1 day, 1:59:32, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3837, top5_acc: 0.6177, loss_cls: 2.9244, loss: 2.9244, grad_norm: 1.9685 2020-10-09 20:41:45,050 - mmaction - INFO - Epoch [191][160/1413] lr: 9.314e-02, eta: 1 day, 1:59:10, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3889, top5_acc: 0.6335, loss_cls: 2.8464, loss: 2.8464, grad_norm: 1.9679 2020-10-09 20:42:04,470 - mmaction - INFO - Epoch [191][180/1413] lr: 9.314e-02, eta: 1 day, 1:58:48, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3865, top5_acc: 0.6292, loss_cls: 2.9033, loss: 2.9033, grad_norm: 1.9695 2020-10-09 20:42:23,855 - mmaction - INFO - Epoch [191][200/1413] lr: 9.314e-02, eta: 1 day, 1:58:26, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3949, top5_acc: 0.6449, loss_cls: 2.8178, loss: 2.8178, grad_norm: 1.9602 2020-10-09 20:42:43,225 - mmaction - INFO - Epoch [191][220/1413] lr: 9.314e-02, eta: 1 day, 1:58:03, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3874, top5_acc: 0.6303, loss_cls: 2.8765, loss: 2.8765, grad_norm: 1.9728 2020-10-09 20:43:02,662 - mmaction - INFO - Epoch [191][240/1413] lr: 9.314e-02, eta: 1 day, 1:57:41, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3814, top5_acc: 0.6289, loss_cls: 2.8822, loss: 2.8822, grad_norm: 1.9759 2020-10-09 20:43:22,009 - mmaction - INFO - Epoch [191][260/1413] lr: 9.314e-02, eta: 1 day, 1:57:19, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3914, top5_acc: 0.6310, loss_cls: 2.8441, loss: 2.8441, grad_norm: 1.9645 2020-10-09 20:43:41,374 - mmaction - INFO - Epoch [191][280/1413] lr: 9.314e-02, eta: 1 day, 1:56:57, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3863, top5_acc: 0.6298, loss_cls: 2.8748, loss: 2.8748, grad_norm: 1.9761 2020-10-09 20:44:00,803 - mmaction - INFO - Epoch [191][300/1413] lr: 9.314e-02, eta: 1 day, 1:56:35, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4007, top5_acc: 0.6331, loss_cls: 2.8248, loss: 2.8248, grad_norm: 1.9687 2020-10-09 20:44:20,151 - mmaction - INFO - Epoch [191][320/1413] lr: 9.314e-02, eta: 1 day, 1:56:12, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4025, top5_acc: 0.6478, loss_cls: 2.7958, loss: 2.7958, grad_norm: 2.0063 2020-10-09 20:44:39,529 - mmaction - INFO - Epoch [191][340/1413] lr: 9.314e-02, eta: 1 day, 1:55:50, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3841, top5_acc: 0.6250, loss_cls: 2.8982, loss: 2.8982, grad_norm: 1.9697 2020-10-09 20:44:58,841 - mmaction - INFO - Epoch [191][360/1413] lr: 9.314e-02, eta: 1 day, 1:55:28, time: 0.966, data_time: 0.003, memory: 8482, top1_acc: 0.3958, top5_acc: 0.6328, loss_cls: 2.8574, loss: 2.8574, grad_norm: 1.9831 2020-10-09 20:45:18,279 - mmaction - INFO - Epoch [191][380/1413] lr: 9.314e-02, eta: 1 day, 1:55:06, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3983, top5_acc: 0.6355, loss_cls: 2.8523, loss: 2.8523, grad_norm: 1.9779 2020-10-09 20:45:37,626 - mmaction - INFO - Epoch [191][400/1413] lr: 9.314e-02, eta: 1 day, 1:54:43, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3935, top5_acc: 0.6324, loss_cls: 2.8665, loss: 2.8665, grad_norm: 1.9955 2020-10-09 20:45:57,093 - mmaction - INFO - Epoch [191][420/1413] lr: 9.314e-02, eta: 1 day, 1:54:22, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.4009, top5_acc: 0.6328, loss_cls: 2.8577, loss: 2.8577, grad_norm: 1.9482 2020-10-09 20:46:16,528 - mmaction - INFO - Epoch [191][440/1413] lr: 9.314e-02, eta: 1 day, 1:53:59, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3802, top5_acc: 0.6266, loss_cls: 2.9025, loss: 2.9025, grad_norm: 2.0140 2020-10-09 20:46:35,994 - mmaction - INFO - Epoch [191][460/1413] lr: 9.314e-02, eta: 1 day, 1:53:38, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3897, top5_acc: 0.6314, loss_cls: 2.8680, loss: 2.8680, grad_norm: 1.9777 2020-10-09 20:46:55,367 - mmaction - INFO - Epoch [191][480/1413] lr: 9.314e-02, eta: 1 day, 1:53:15, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3918, top5_acc: 0.6279, loss_cls: 2.8803, loss: 2.8803, grad_norm: 1.9757 2020-10-09 20:47:14,871 - mmaction - INFO - Epoch [191][500/1413] lr: 9.314e-02, eta: 1 day, 1:52:54, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3824, top5_acc: 0.6163, loss_cls: 2.9547, loss: 2.9547, grad_norm: 1.9821 2020-10-09 20:47:34,257 - mmaction - INFO - Epoch [191][520/1413] lr: 9.314e-02, eta: 1 day, 1:52:31, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3927, top5_acc: 0.6242, loss_cls: 2.9073, loss: 2.9073, grad_norm: 1.9667 2020-10-09 20:47:53,626 - mmaction - INFO - Epoch [191][540/1413] lr: 9.314e-02, eta: 1 day, 1:52:09, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3951, top5_acc: 0.6335, loss_cls: 2.8448, loss: 2.8448, grad_norm: 1.9830 2020-10-09 20:48:12,972 - mmaction - INFO - Epoch [191][560/1413] lr: 9.314e-02, eta: 1 day, 1:51:47, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3909, top5_acc: 0.6245, loss_cls: 2.8833, loss: 2.8833, grad_norm: 1.9705 2020-10-09 20:48:32,358 - mmaction - INFO - Epoch [191][580/1413] lr: 9.314e-02, eta: 1 day, 1:51:25, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3902, top5_acc: 0.6312, loss_cls: 2.8773, loss: 2.8773, grad_norm: 1.9803 2020-10-09 20:48:51,724 - mmaction - INFO - Epoch [191][600/1413] lr: 9.314e-02, eta: 1 day, 1:51:03, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3926, top5_acc: 0.6303, loss_cls: 2.8804, loss: 2.8804, grad_norm: 1.9832 2020-10-09 20:49:11,225 - mmaction - INFO - Epoch [191][620/1413] lr: 9.314e-02, eta: 1 day, 1:50:41, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3910, top5_acc: 0.6340, loss_cls: 2.8537, loss: 2.8537, grad_norm: 1.9769 2020-10-09 20:49:30,579 - mmaction - INFO - Epoch [191][640/1413] lr: 9.314e-02, eta: 1 day, 1:50:19, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3908, top5_acc: 0.6290, loss_cls: 2.8638, loss: 2.8638, grad_norm: 1.9762 2020-10-09 20:49:50,001 - mmaction - INFO - Epoch [191][660/1413] lr: 9.314e-02, eta: 1 day, 1:49:57, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3770, top5_acc: 0.6268, loss_cls: 2.8980, loss: 2.8980, grad_norm: 2.0007 2020-10-09 20:50:09,458 - mmaction - INFO - Epoch [191][680/1413] lr: 9.314e-02, eta: 1 day, 1:49:35, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3822, top5_acc: 0.6223, loss_cls: 2.9247, loss: 2.9247, grad_norm: 1.9853 2020-10-09 20:50:28,787 - mmaction - INFO - Epoch [191][700/1413] lr: 9.314e-02, eta: 1 day, 1:49:12, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.3926, top5_acc: 0.6323, loss_cls: 2.8474, loss: 2.8474, grad_norm: 1.9724 2020-10-09 20:50:48,181 - mmaction - INFO - Epoch [191][720/1413] lr: 9.314e-02, eta: 1 day, 1:48:50, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3954, top5_acc: 0.6249, loss_cls: 2.8742, loss: 2.8742, grad_norm: 1.9895 2020-10-09 20:51:07,576 - mmaction - INFO - Epoch [191][740/1413] lr: 9.314e-02, eta: 1 day, 1:48:28, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3848, top5_acc: 0.6355, loss_cls: 2.8661, loss: 2.8661, grad_norm: 1.9977 2020-10-09 20:51:26,997 - mmaction - INFO - Epoch [191][760/1413] lr: 9.314e-02, eta: 1 day, 1:48:06, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3841, top5_acc: 0.6292, loss_cls: 2.8743, loss: 2.8743, grad_norm: 1.9795 2020-10-09 20:51:46,378 - mmaction - INFO - Epoch [191][780/1413] lr: 9.314e-02, eta: 1 day, 1:47:44, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3853, top5_acc: 0.6312, loss_cls: 2.8829, loss: 2.8829, grad_norm: 1.9702 2020-10-09 20:52:05,792 - mmaction - INFO - Epoch [191][800/1413] lr: 9.314e-02, eta: 1 day, 1:47:22, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3870, top5_acc: 0.6324, loss_cls: 2.8773, loss: 2.8773, grad_norm: 1.9530 2020-10-09 20:52:25,204 - mmaction - INFO - Epoch [191][820/1413] lr: 9.314e-02, eta: 1 day, 1:47:00, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3923, top5_acc: 0.6380, loss_cls: 2.8336, loss: 2.8336, grad_norm: 1.9759 2020-10-09 20:52:44,737 - mmaction - INFO - Epoch [191][840/1413] lr: 9.314e-02, eta: 1 day, 1:46:38, time: 0.976, data_time: 0.002, memory: 8482, top1_acc: 0.3841, top5_acc: 0.6240, loss_cls: 2.8988, loss: 2.8988, grad_norm: 2.0094 2020-10-09 20:53:04,066 - mmaction - INFO - Epoch [191][860/1413] lr: 9.314e-02, eta: 1 day, 1:46:16, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3935, top5_acc: 0.6277, loss_cls: 2.8681, loss: 2.8681, grad_norm: 1.9741 2020-10-09 20:53:23,442 - mmaction - INFO - Epoch [191][880/1413] lr: 9.314e-02, eta: 1 day, 1:45:54, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3940, top5_acc: 0.6297, loss_cls: 2.8398, loss: 2.8398, grad_norm: 1.9935 2020-10-09 20:53:42,855 - mmaction - INFO - Epoch [191][900/1413] lr: 9.314e-02, eta: 1 day, 1:45:32, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3874, top5_acc: 0.6245, loss_cls: 2.8666, loss: 2.8666, grad_norm: 1.9695 2020-10-09 20:54:02,267 - mmaction - INFO - Epoch [191][920/1413] lr: 9.314e-02, eta: 1 day, 1:45:10, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3913, top5_acc: 0.6245, loss_cls: 2.8815, loss: 2.8815, grad_norm: 1.9557 2020-10-09 20:54:21,634 - mmaction - INFO - Epoch [191][940/1413] lr: 9.314e-02, eta: 1 day, 1:44:48, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3900, top5_acc: 0.6323, loss_cls: 2.8584, loss: 2.8584, grad_norm: 1.9852 2020-10-09 20:54:41,101 - mmaction - INFO - Epoch [191][960/1413] lr: 9.314e-02, eta: 1 day, 1:44:26, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3896, top5_acc: 0.6367, loss_cls: 2.8568, loss: 2.8568, grad_norm: 1.9728 2020-10-09 20:55:00,499 - mmaction - INFO - Epoch [191][980/1413] lr: 9.314e-02, eta: 1 day, 1:44:04, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3905, top5_acc: 0.6353, loss_cls: 2.8547, loss: 2.8547, grad_norm: 1.9850 2020-10-09 20:55:19,941 - mmaction - INFO - Epoch [191][1000/1413] lr: 9.314e-02, eta: 1 day, 1:43:42, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3836, top5_acc: 0.6344, loss_cls: 2.8617, loss: 2.8617, grad_norm: 1.9610 2020-10-09 20:55:39,347 - mmaction - INFO - Epoch [191][1020/1413] lr: 9.314e-02, eta: 1 day, 1:43:20, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3911, top5_acc: 0.6310, loss_cls: 2.8782, loss: 2.8782, grad_norm: 2.0090 2020-10-09 20:55:58,707 - mmaction - INFO - Epoch [191][1040/1413] lr: 9.314e-02, eta: 1 day, 1:42:58, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3887, top5_acc: 0.6324, loss_cls: 2.8573, loss: 2.8573, grad_norm: 1.9932 2020-10-09 20:56:18,138 - mmaction - INFO - Epoch [191][1060/1413] lr: 9.314e-02, eta: 1 day, 1:42:36, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3857, top5_acc: 0.6340, loss_cls: 2.8636, loss: 2.8636, grad_norm: 1.9917 2020-10-09 20:56:37,591 - mmaction - INFO - Epoch [191][1080/1413] lr: 9.314e-02, eta: 1 day, 1:42:14, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3887, top5_acc: 0.6219, loss_cls: 2.8832, loss: 2.8832, grad_norm: 1.9927 2020-10-09 20:56:56,929 - mmaction - INFO - Epoch [191][1100/1413] lr: 9.314e-02, eta: 1 day, 1:41:52, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3781, top5_acc: 0.6184, loss_cls: 2.9508, loss: 2.9508, grad_norm: 2.0100 2020-10-09 20:57:16,271 - mmaction - INFO - Epoch [191][1120/1413] lr: 9.314e-02, eta: 1 day, 1:41:30, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3707, top5_acc: 0.6182, loss_cls: 2.9609, loss: 2.9609, grad_norm: 2.0097 2020-10-09 20:57:35,676 - mmaction - INFO - Epoch [191][1140/1413] lr: 9.314e-02, eta: 1 day, 1:41:08, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3948, top5_acc: 0.6348, loss_cls: 2.8437, loss: 2.8437, grad_norm: 1.9747 2020-10-09 20:57:55,131 - mmaction - INFO - Epoch [191][1160/1413] lr: 9.314e-02, eta: 1 day, 1:40:46, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3905, top5_acc: 0.6318, loss_cls: 2.8929, loss: 2.8929, grad_norm: 1.9864 2020-10-09 20:58:14,510 - mmaction - INFO - Epoch [191][1180/1413] lr: 9.314e-02, eta: 1 day, 1:40:24, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3836, top5_acc: 0.6286, loss_cls: 2.8755, loss: 2.8755, grad_norm: 1.9661 2020-10-09 20:58:33,879 - mmaction - INFO - Epoch [191][1200/1413] lr: 9.314e-02, eta: 1 day, 1:40:02, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3867, top5_acc: 0.6276, loss_cls: 2.8817, loss: 2.8817, grad_norm: 1.9702 2020-10-09 20:58:53,266 - mmaction - INFO - Epoch [191][1220/1413] lr: 9.314e-02, eta: 1 day, 1:39:40, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3777, top5_acc: 0.6273, loss_cls: 2.8989, loss: 2.8989, grad_norm: 1.9678 2020-10-09 20:59:12,618 - mmaction - INFO - Epoch [191][1240/1413] lr: 9.314e-02, eta: 1 day, 1:39:17, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3810, top5_acc: 0.6197, loss_cls: 2.9195, loss: 2.9195, grad_norm: 1.9816 2020-10-09 20:59:32,041 - mmaction - INFO - Epoch [191][1260/1413] lr: 9.314e-02, eta: 1 day, 1:38:55, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3957, top5_acc: 0.6348, loss_cls: 2.8385, loss: 2.8385, grad_norm: 1.9553 2020-10-09 20:59:51,421 - mmaction - INFO - Epoch [191][1280/1413] lr: 9.314e-02, eta: 1 day, 1:38:33, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3944, top5_acc: 0.6311, loss_cls: 2.8728, loss: 2.8728, grad_norm: 1.9900 2020-10-09 21:00:12,411 - mmaction - INFO - Epoch [191][1300/1413] lr: 9.314e-02, eta: 1 day, 1:38:16, time: 1.049, data_time: 0.001, memory: 8482, top1_acc: 0.3829, top5_acc: 0.6207, loss_cls: 2.9081, loss: 2.9081, grad_norm: 1.9552 2020-10-09 21:00:31,802 - mmaction - INFO - Epoch [191][1320/1413] lr: 9.314e-02, eta: 1 day, 1:37:54, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3914, top5_acc: 0.6350, loss_cls: 2.8470, loss: 2.8470, grad_norm: 1.9500 2020-10-09 21:00:51,207 - mmaction - INFO - Epoch [191][1340/1413] lr: 9.314e-02, eta: 1 day, 1:37:32, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3971, top5_acc: 0.6280, loss_cls: 2.8701, loss: 2.8701, grad_norm: 2.0022 2020-10-09 21:01:10,601 - mmaction - INFO - Epoch [191][1360/1413] lr: 9.314e-02, eta: 1 day, 1:37:10, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3882, top5_acc: 0.6289, loss_cls: 2.8877, loss: 2.8877, grad_norm: 1.9498 2020-10-09 21:01:30,035 - mmaction - INFO - Epoch [191][1380/1413] lr: 9.314e-02, eta: 1 day, 1:36:48, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3974, top5_acc: 0.6329, loss_cls: 2.8452, loss: 2.8452, grad_norm: 1.9799 2020-10-09 21:01:49,411 - mmaction - INFO - Epoch [191][1400/1413] lr: 9.314e-02, eta: 1 day, 1:36:26, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3909, top5_acc: 0.6327, loss_cls: 2.8516, loss: 2.8516, grad_norm: 1.9992 2020-10-09 21:02:57,572 - mmaction - INFO - Epoch [192][20/1413] lr: 9.049e-02, eta: 1 day, 1:36:52, time: 2.695, data_time: 1.640, memory: 8482, top1_acc: 0.4073, top5_acc: 0.6372, loss_cls: 2.7850, loss: 2.7850, grad_norm: 1.9986 2020-10-09 21:03:16,888 - mmaction - INFO - Epoch [192][40/1413] lr: 9.049e-02, eta: 1 day, 1:36:29, time: 0.966, data_time: 0.003, memory: 8482, top1_acc: 0.4027, top5_acc: 0.6474, loss_cls: 2.7768, loss: 2.7768, grad_norm: 1.9725 2020-10-09 21:03:36,165 - mmaction - INFO - Epoch [192][60/1413] lr: 9.049e-02, eta: 1 day, 1:36:07, time: 0.964, data_time: 0.001, memory: 8482, top1_acc: 0.3969, top5_acc: 0.6424, loss_cls: 2.8014, loss: 2.8014, grad_norm: 1.9947 2020-10-09 21:03:55,529 - mmaction - INFO - Epoch [192][80/1413] lr: 9.049e-02, eta: 1 day, 1:35:45, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3893, top5_acc: 0.6342, loss_cls: 2.8616, loss: 2.8616, grad_norm: 1.9906 2020-10-09 21:04:14,975 - mmaction - INFO - Epoch [192][100/1413] lr: 9.049e-02, eta: 1 day, 1:35:23, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3935, top5_acc: 0.6388, loss_cls: 2.8391, loss: 2.8391, grad_norm: 1.9846 2020-10-09 21:04:34,355 - mmaction - INFO - Epoch [192][120/1413] lr: 9.049e-02, eta: 1 day, 1:35:01, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3927, top5_acc: 0.6254, loss_cls: 2.8629, loss: 2.8629, grad_norm: 2.0131 2020-10-09 21:04:53,762 - mmaction - INFO - Epoch [192][140/1413] lr: 9.049e-02, eta: 1 day, 1:34:39, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3902, top5_acc: 0.6306, loss_cls: 2.8558, loss: 2.8558, grad_norm: 2.0159 2020-10-09 21:05:13,172 - mmaction - INFO - Epoch [192][160/1413] lr: 9.049e-02, eta: 1 day, 1:34:17, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3944, top5_acc: 0.6323, loss_cls: 2.8389, loss: 2.8389, grad_norm: 1.9635 2020-10-09 21:05:32,562 - mmaction - INFO - Epoch [192][180/1413] lr: 9.049e-02, eta: 1 day, 1:33:55, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3861, top5_acc: 0.6190, loss_cls: 2.9020, loss: 2.9020, grad_norm: 1.9851 2020-10-09 21:05:51,929 - mmaction - INFO - Epoch [192][200/1413] lr: 9.049e-02, eta: 1 day, 1:33:33, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3952, top5_acc: 0.6349, loss_cls: 2.8513, loss: 2.8513, grad_norm: 1.9752 2020-10-09 21:06:11,331 - mmaction - INFO - Epoch [192][220/1413] lr: 9.049e-02, eta: 1 day, 1:33:11, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3918, top5_acc: 0.6312, loss_cls: 2.8588, loss: 2.8588, grad_norm: 1.9908 2020-10-09 21:06:30,709 - mmaction - INFO - Epoch [192][240/1413] lr: 9.049e-02, eta: 1 day, 1:32:49, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4018, top5_acc: 0.6426, loss_cls: 2.8167, loss: 2.8167, grad_norm: 1.9763 2020-10-09 21:06:50,072 - mmaction - INFO - Epoch [192][260/1413] lr: 9.049e-02, eta: 1 day, 1:32:27, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4048, top5_acc: 0.6466, loss_cls: 2.8007, loss: 2.8007, grad_norm: 1.9878 2020-10-09 21:07:09,460 - mmaction - INFO - Epoch [192][280/1413] lr: 9.049e-02, eta: 1 day, 1:32:05, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3961, top5_acc: 0.6326, loss_cls: 2.8590, loss: 2.8590, grad_norm: 2.0173 2020-10-09 21:07:28,806 - mmaction - INFO - Epoch [192][300/1413] lr: 9.049e-02, eta: 1 day, 1:31:43, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3913, top5_acc: 0.6284, loss_cls: 2.8720, loss: 2.8720, grad_norm: 2.0050 2020-10-09 21:07:48,187 - mmaction - INFO - Epoch [192][320/1413] lr: 9.049e-02, eta: 1 day, 1:31:21, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3895, top5_acc: 0.6297, loss_cls: 2.8434, loss: 2.8434, grad_norm: 1.9878 2020-10-09 21:08:07,598 - mmaction - INFO - Epoch [192][340/1413] lr: 9.049e-02, eta: 1 day, 1:30:59, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3863, top5_acc: 0.6353, loss_cls: 2.8641, loss: 2.8641, grad_norm: 2.0027 2020-10-09 21:08:27,025 - mmaction - INFO - Epoch [192][360/1413] lr: 9.049e-02, eta: 1 day, 1:30:37, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3923, top5_acc: 0.6315, loss_cls: 2.8511, loss: 2.8511, grad_norm: 1.9620 2020-10-09 21:08:46,428 - mmaction - INFO - Epoch [192][380/1413] lr: 9.049e-02, eta: 1 day, 1:30:15, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3828, top5_acc: 0.6292, loss_cls: 2.8890, loss: 2.8890, grad_norm: 1.9972 2020-10-09 21:09:05,800 - mmaction - INFO - Epoch [192][400/1413] lr: 9.049e-02, eta: 1 day, 1:29:53, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4017, top5_acc: 0.6388, loss_cls: 2.8395, loss: 2.8395, grad_norm: 2.0038 2020-10-09 21:09:25,213 - mmaction - INFO - Epoch [192][420/1413] lr: 9.049e-02, eta: 1 day, 1:29:31, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4030, top5_acc: 0.6378, loss_cls: 2.8119, loss: 2.8119, grad_norm: 1.9992 2020-10-09 21:09:44,566 - mmaction - INFO - Epoch [192][440/1413] lr: 9.049e-02, eta: 1 day, 1:29:09, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3882, top5_acc: 0.6324, loss_cls: 2.8689, loss: 2.8689, grad_norm: 2.0121 2020-10-09 21:10:03,970 - mmaction - INFO - Epoch [192][460/1413] lr: 9.049e-02, eta: 1 day, 1:28:47, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3996, top5_acc: 0.6307, loss_cls: 2.8585, loss: 2.8585, grad_norm: 1.9722 2020-10-09 21:10:23,332 - mmaction - INFO - Epoch [192][480/1413] lr: 9.049e-02, eta: 1 day, 1:28:25, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3977, top5_acc: 0.6434, loss_cls: 2.8040, loss: 2.8040, grad_norm: 2.0014 2020-10-09 21:10:42,757 - mmaction - INFO - Epoch [192][500/1413] lr: 9.049e-02, eta: 1 day, 1:28:03, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3918, top5_acc: 0.6281, loss_cls: 2.8715, loss: 2.8715, grad_norm: 1.9896 2020-10-09 21:11:02,093 - mmaction - INFO - Epoch [192][520/1413] lr: 9.049e-02, eta: 1 day, 1:27:41, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3902, top5_acc: 0.6366, loss_cls: 2.8471, loss: 2.8471, grad_norm: 2.0000 2020-10-09 21:11:21,458 - mmaction - INFO - Epoch [192][540/1413] lr: 9.049e-02, eta: 1 day, 1:27:19, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3923, top5_acc: 0.6371, loss_cls: 2.8538, loss: 2.8538, grad_norm: 1.9890 2020-10-09 21:11:40,809 - mmaction - INFO - Epoch [192][560/1413] lr: 9.049e-02, eta: 1 day, 1:26:57, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3956, top5_acc: 0.6276, loss_cls: 2.8445, loss: 2.8445, grad_norm: 1.9812 2020-10-09 21:12:00,204 - mmaction - INFO - Epoch [192][580/1413] lr: 9.049e-02, eta: 1 day, 1:26:35, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3945, top5_acc: 0.6315, loss_cls: 2.8490, loss: 2.8490, grad_norm: 1.9780 2020-10-09 21:12:19,625 - mmaction - INFO - Epoch [192][600/1413] lr: 9.049e-02, eta: 1 day, 1:26:13, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4001, top5_acc: 0.6375, loss_cls: 2.8144, loss: 2.8144, grad_norm: 1.9813 2020-10-09 21:12:38,989 - mmaction - INFO - Epoch [192][620/1413] lr: 9.049e-02, eta: 1 day, 1:25:51, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3865, top5_acc: 0.6324, loss_cls: 2.8709, loss: 2.8709, grad_norm: 2.0300 2020-10-09 21:12:58,409 - mmaction - INFO - Epoch [192][640/1413] lr: 9.049e-02, eta: 1 day, 1:25:29, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3874, top5_acc: 0.6203, loss_cls: 2.8861, loss: 2.8861, grad_norm: 2.0317 2020-10-09 21:13:17,804 - mmaction - INFO - Epoch [192][660/1413] lr: 9.049e-02, eta: 1 day, 1:25:07, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3928, top5_acc: 0.6339, loss_cls: 2.8450, loss: 2.8450, grad_norm: 2.0098 2020-10-09 21:13:37,224 - mmaction - INFO - Epoch [192][680/1413] lr: 9.049e-02, eta: 1 day, 1:24:45, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3858, top5_acc: 0.6311, loss_cls: 2.8779, loss: 2.8779, grad_norm: 1.9969 2020-10-09 21:13:56,616 - mmaction - INFO - Epoch [192][700/1413] lr: 9.049e-02, eta: 1 day, 1:24:23, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3882, top5_acc: 0.6262, loss_cls: 2.9035, loss: 2.9035, grad_norm: 1.9901 2020-10-09 21:14:15,951 - mmaction - INFO - Epoch [192][720/1413] lr: 9.049e-02, eta: 1 day, 1:24:01, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3902, top5_acc: 0.6280, loss_cls: 2.8662, loss: 2.8662, grad_norm: 1.9988 2020-10-09 21:14:35,370 - mmaction - INFO - Epoch [192][740/1413] lr: 9.049e-02, eta: 1 day, 1:23:39, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3865, top5_acc: 0.6294, loss_cls: 2.9003, loss: 2.9003, grad_norm: 2.0065 2020-10-09 21:14:54,745 - mmaction - INFO - Epoch [192][760/1413] lr: 9.049e-02, eta: 1 day, 1:23:17, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3997, top5_acc: 0.6344, loss_cls: 2.8380, loss: 2.8380, grad_norm: 1.9763 2020-10-09 21:15:14,175 - mmaction - INFO - Epoch [192][780/1413] lr: 9.049e-02, eta: 1 day, 1:22:56, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4016, top5_acc: 0.6354, loss_cls: 2.8336, loss: 2.8336, grad_norm: 1.9905 2020-10-09 21:15:33,606 - mmaction - INFO - Epoch [192][800/1413] lr: 9.049e-02, eta: 1 day, 1:22:34, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3936, top5_acc: 0.6333, loss_cls: 2.8713, loss: 2.8713, grad_norm: 1.9840 2020-10-09 21:15:53,047 - mmaction - INFO - Epoch [192][820/1413] lr: 9.049e-02, eta: 1 day, 1:22:12, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3874, top5_acc: 0.6236, loss_cls: 2.8938, loss: 2.8938, grad_norm: 2.0267 2020-10-09 21:16:12,368 - mmaction - INFO - Epoch [192][840/1413] lr: 9.049e-02, eta: 1 day, 1:21:50, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.3953, top5_acc: 0.6378, loss_cls: 2.8457, loss: 2.8457, grad_norm: 2.0216 2020-10-09 21:16:31,794 - mmaction - INFO - Epoch [192][860/1413] lr: 9.049e-02, eta: 1 day, 1:21:28, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3948, top5_acc: 0.6352, loss_cls: 2.8422, loss: 2.8422, grad_norm: 1.9988 2020-10-09 21:16:51,174 - mmaction - INFO - Epoch [192][880/1413] lr: 9.049e-02, eta: 1 day, 1:21:06, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3835, top5_acc: 0.6221, loss_cls: 2.9009, loss: 2.9009, grad_norm: 2.0137 2020-10-09 21:17:10,582 - mmaction - INFO - Epoch [192][900/1413] lr: 9.049e-02, eta: 1 day, 1:20:44, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3956, top5_acc: 0.6354, loss_cls: 2.8345, loss: 2.8345, grad_norm: 2.0418 2020-10-09 21:17:29,937 - mmaction - INFO - Epoch [192][920/1413] lr: 9.049e-02, eta: 1 day, 1:20:22, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3977, top5_acc: 0.6335, loss_cls: 2.8394, loss: 2.8394, grad_norm: 2.0448 2020-10-09 21:17:49,319 - mmaction - INFO - Epoch [192][940/1413] lr: 9.049e-02, eta: 1 day, 1:20:00, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3904, top5_acc: 0.6257, loss_cls: 2.8950, loss: 2.8950, grad_norm: 2.0089 2020-10-09 21:18:08,642 - mmaction - INFO - Epoch [192][960/1413] lr: 9.049e-02, eta: 1 day, 1:19:38, time: 0.965, data_time: 0.001, memory: 8482, top1_acc: 0.3895, top5_acc: 0.6342, loss_cls: 2.8613, loss: 2.8613, grad_norm: 1.9971 2020-10-09 21:18:28,047 - mmaction - INFO - Epoch [192][980/1413] lr: 9.049e-02, eta: 1 day, 1:19:16, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3983, top5_acc: 0.6388, loss_cls: 2.8133, loss: 2.8133, grad_norm: 1.9874 2020-10-09 21:18:47,429 - mmaction - INFO - Epoch [192][1000/1413] lr: 9.049e-02, eta: 1 day, 1:18:54, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3902, top5_acc: 0.6339, loss_cls: 2.8364, loss: 2.8364, grad_norm: 2.0172 2020-10-09 21:19:06,888 - mmaction - INFO - Epoch [192][1020/1413] lr: 9.049e-02, eta: 1 day, 1:18:33, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3953, top5_acc: 0.6326, loss_cls: 2.8393, loss: 2.8393, grad_norm: 1.9981 2020-10-09 21:19:26,321 - mmaction - INFO - Epoch [192][1040/1413] lr: 9.049e-02, eta: 1 day, 1:18:11, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3892, top5_acc: 0.6337, loss_cls: 2.8708, loss: 2.8708, grad_norm: 2.0168 2020-10-09 21:19:45,722 - mmaction - INFO - Epoch [192][1060/1413] lr: 9.049e-02, eta: 1 day, 1:17:49, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3827, top5_acc: 0.6177, loss_cls: 2.9229, loss: 2.9229, grad_norm: 2.0219 2020-10-09 21:20:05,133 - mmaction - INFO - Epoch [192][1080/1413] lr: 9.049e-02, eta: 1 day, 1:17:27, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3870, top5_acc: 0.6224, loss_cls: 2.8968, loss: 2.8968, grad_norm: 1.9852 2020-10-09 21:20:24,498 - mmaction - INFO - Epoch [192][1100/1413] lr: 9.049e-02, eta: 1 day, 1:17:05, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3862, top5_acc: 0.6263, loss_cls: 2.8881, loss: 2.8881, grad_norm: 1.9869 2020-10-09 21:20:43,881 - mmaction - INFO - Epoch [192][1120/1413] lr: 9.049e-02, eta: 1 day, 1:16:43, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3928, top5_acc: 0.6362, loss_cls: 2.8370, loss: 2.8370, grad_norm: 1.9899 2020-10-09 21:21:03,276 - mmaction - INFO - Epoch [192][1140/1413] lr: 9.049e-02, eta: 1 day, 1:16:22, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3926, top5_acc: 0.6333, loss_cls: 2.8533, loss: 2.8533, grad_norm: 1.9987 2020-10-09 21:21:22,660 - mmaction - INFO - Epoch [192][1160/1413] lr: 9.049e-02, eta: 1 day, 1:16:00, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3862, top5_acc: 0.6254, loss_cls: 2.8712, loss: 2.8712, grad_norm: 1.9795 2020-10-09 21:21:42,013 - mmaction - INFO - Epoch [192][1180/1413] lr: 9.049e-02, eta: 1 day, 1:15:38, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3853, top5_acc: 0.6267, loss_cls: 2.9162, loss: 2.9162, grad_norm: 1.9826 2020-10-09 21:22:01,330 - mmaction - INFO - Epoch [192][1200/1413] lr: 9.049e-02, eta: 1 day, 1:15:16, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3892, top5_acc: 0.6362, loss_cls: 2.8606, loss: 2.8606, grad_norm: 1.9811 2020-10-09 21:22:20,745 - mmaction - INFO - Epoch [192][1220/1413] lr: 9.049e-02, eta: 1 day, 1:14:54, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3815, top5_acc: 0.6216, loss_cls: 2.9146, loss: 2.9146, grad_norm: 1.9617 2020-10-09 21:22:40,119 - mmaction - INFO - Epoch [192][1240/1413] lr: 9.049e-02, eta: 1 day, 1:14:32, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3923, top5_acc: 0.6363, loss_cls: 2.8679, loss: 2.8679, grad_norm: 1.9734 2020-10-09 21:22:59,554 - mmaction - INFO - Epoch [192][1260/1413] lr: 9.049e-02, eta: 1 day, 1:14:10, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3970, top5_acc: 0.6336, loss_cls: 2.8295, loss: 2.8295, grad_norm: 2.0017 2020-10-09 21:23:18,895 - mmaction - INFO - Epoch [192][1280/1413] lr: 9.049e-02, eta: 1 day, 1:13:48, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.3844, top5_acc: 0.6320, loss_cls: 2.8713, loss: 2.8713, grad_norm: 2.0428 2020-10-09 21:23:38,289 - mmaction - INFO - Epoch [192][1300/1413] lr: 9.049e-02, eta: 1 day, 1:13:26, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3914, top5_acc: 0.6279, loss_cls: 2.8543, loss: 2.8543, grad_norm: 1.9875 2020-10-09 21:23:57,716 - mmaction - INFO - Epoch [192][1320/1413] lr: 9.049e-02, eta: 1 day, 1:13:05, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3884, top5_acc: 0.6366, loss_cls: 2.8786, loss: 2.8786, grad_norm: 2.0061 2020-10-09 21:24:17,075 - mmaction - INFO - Epoch [192][1340/1413] lr: 9.049e-02, eta: 1 day, 1:12:43, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3889, top5_acc: 0.6358, loss_cls: 2.8723, loss: 2.8723, grad_norm: 1.9965 2020-10-09 21:24:36,530 - mmaction - INFO - Epoch [192][1360/1413] lr: 9.049e-02, eta: 1 day, 1:12:21, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3905, top5_acc: 0.6279, loss_cls: 2.8626, loss: 2.8626, grad_norm: 2.0211 2020-10-09 21:24:55,918 - mmaction - INFO - Epoch [192][1380/1413] lr: 9.049e-02, eta: 1 day, 1:11:59, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3918, top5_acc: 0.6229, loss_cls: 2.8819, loss: 2.8819, grad_norm: 2.0371 2020-10-09 21:25:15,339 - mmaction - INFO - Epoch [192][1400/1413] lr: 9.049e-02, eta: 1 day, 1:11:38, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3794, top5_acc: 0.6195, loss_cls: 2.9168, loss: 2.9168, grad_norm: 2.0024 2020-10-09 21:25:28,338 - mmaction - INFO - Saving checkpoint at 192 epochs 2020-10-09 21:26:52,350 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-09 21:26:54,883 - mmaction - INFO - top1_acc 0.4068 top5_acc 0.6546 2020-10-09 21:26:54,883 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-09 21:26:55,018 - mmaction - INFO - mean_acc 0.4067 2020-10-09 21:26:55,018 - mmaction - INFO - Now best checkpoint is epoch_192.pth 2020-10-09 21:26:55,038 - mmaction - INFO - Epoch(val) [192][1413] top1_acc: 0.4068, top5_acc: 0.6546, mean_class_accuracy: 0.4067 2020-10-09 21:27:41,410 - mmaction - INFO - Epoch [193][20/1413] lr: 8.787e-02, eta: 1 day, 1:11:40, time: 2.317, data_time: 1.239, memory: 8482, top1_acc: 0.3996, top5_acc: 0.6417, loss_cls: 2.8210, loss: 2.8210, grad_norm: 2.0272 2020-10-09 21:28:00,620 - mmaction - INFO - Epoch [193][40/1413] lr: 8.787e-02, eta: 1 day, 1:11:17, time: 0.960, data_time: 0.002, memory: 8482, top1_acc: 0.3945, top5_acc: 0.6309, loss_cls: 2.8487, loss: 2.8487, grad_norm: 1.9423 2020-10-09 21:28:19,923 - mmaction - INFO - Epoch [193][60/1413] lr: 8.787e-02, eta: 1 day, 1:10:55, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4039, top5_acc: 0.6342, loss_cls: 2.8121, loss: 2.8121, grad_norm: 1.9786 2020-10-09 21:28:39,208 - mmaction - INFO - Epoch [193][80/1413] lr: 8.787e-02, eta: 1 day, 1:10:33, time: 0.964, data_time: 0.002, memory: 8482, top1_acc: 0.3921, top5_acc: 0.6344, loss_cls: 2.8686, loss: 2.8686, grad_norm: 2.0151 2020-10-09 21:28:58,571 - mmaction - INFO - Epoch [193][100/1413] lr: 8.787e-02, eta: 1 day, 1:10:11, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3988, top5_acc: 0.6427, loss_cls: 2.7861, loss: 2.7861, grad_norm: 2.0200 2020-10-09 21:29:17,965 - mmaction - INFO - Epoch [193][120/1413] lr: 8.787e-02, eta: 1 day, 1:09:49, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3979, top5_acc: 0.6341, loss_cls: 2.8608, loss: 2.8608, grad_norm: 1.9988 2020-10-09 21:29:37,311 - mmaction - INFO - Epoch [193][140/1413] lr: 8.787e-02, eta: 1 day, 1:09:27, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3987, top5_acc: 0.6397, loss_cls: 2.8123, loss: 2.8123, grad_norm: 1.9964 2020-10-09 21:29:56,677 - mmaction - INFO - Epoch [193][160/1413] lr: 8.787e-02, eta: 1 day, 1:09:06, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4018, top5_acc: 0.6452, loss_cls: 2.8143, loss: 2.8143, grad_norm: 2.0331 2020-10-09 21:30:16,042 - mmaction - INFO - Epoch [193][180/1413] lr: 8.787e-02, eta: 1 day, 1:08:44, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3945, top5_acc: 0.6358, loss_cls: 2.8644, loss: 2.8644, grad_norm: 2.0266 2020-10-09 21:30:35,466 - mmaction - INFO - Epoch [193][200/1413] lr: 8.787e-02, eta: 1 day, 1:08:22, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4052, top5_acc: 0.6405, loss_cls: 2.8122, loss: 2.8122, grad_norm: 2.0183 2020-10-09 21:30:54,874 - mmaction - INFO - Epoch [193][220/1413] lr: 8.787e-02, eta: 1 day, 1:08:00, time: 0.970, data_time: 0.004, memory: 8482, top1_acc: 0.3938, top5_acc: 0.6396, loss_cls: 2.7922, loss: 2.7922, grad_norm: 2.0154 2020-10-09 21:31:14,248 - mmaction - INFO - Epoch [193][240/1413] lr: 8.787e-02, eta: 1 day, 1:07:38, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4066, top5_acc: 0.6409, loss_cls: 2.8058, loss: 2.8058, grad_norm: 2.0116 2020-10-09 21:31:33,630 - mmaction - INFO - Epoch [193][260/1413] lr: 8.787e-02, eta: 1 day, 1:07:16, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3910, top5_acc: 0.6349, loss_cls: 2.8418, loss: 2.8418, grad_norm: 2.0156 2020-10-09 21:31:53,047 - mmaction - INFO - Epoch [193][280/1413] lr: 8.787e-02, eta: 1 day, 1:06:55, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3969, top5_acc: 0.6362, loss_cls: 2.8353, loss: 2.8353, grad_norm: 2.0290 2020-10-09 21:32:12,419 - mmaction - INFO - Epoch [193][300/1413] lr: 8.787e-02, eta: 1 day, 1:06:33, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3969, top5_acc: 0.6401, loss_cls: 2.8038, loss: 2.8038, grad_norm: 2.0096 2020-10-09 21:32:31,802 - mmaction - INFO - Epoch [193][320/1413] lr: 8.787e-02, eta: 1 day, 1:06:11, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3949, top5_acc: 0.6409, loss_cls: 2.8051, loss: 2.8051, grad_norm: 2.0207 2020-10-09 21:32:51,247 - mmaction - INFO - Epoch [193][340/1413] lr: 8.787e-02, eta: 1 day, 1:05:49, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3977, top5_acc: 0.6359, loss_cls: 2.8446, loss: 2.8446, grad_norm: 2.0137 2020-10-09 21:33:10,668 - mmaction - INFO - Epoch [193][360/1413] lr: 8.787e-02, eta: 1 day, 1:05:28, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4039, top5_acc: 0.6363, loss_cls: 2.8343, loss: 2.8343, grad_norm: 2.0075 2020-10-09 21:33:30,077 - mmaction - INFO - Epoch [193][380/1413] lr: 8.787e-02, eta: 1 day, 1:05:06, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4000, top5_acc: 0.6417, loss_cls: 2.8232, loss: 2.8232, grad_norm: 2.0063 2020-10-09 21:33:49,443 - mmaction - INFO - Epoch [193][400/1413] lr: 8.787e-02, eta: 1 day, 1:04:44, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3867, top5_acc: 0.6331, loss_cls: 2.8712, loss: 2.8712, grad_norm: 2.0531 2020-10-09 21:34:08,907 - mmaction - INFO - Epoch [193][420/1413] lr: 8.787e-02, eta: 1 day, 1:04:22, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.3884, top5_acc: 0.6319, loss_cls: 2.8560, loss: 2.8560, grad_norm: 2.0395 2020-10-09 21:34:28,271 - mmaction - INFO - Epoch [193][440/1413] lr: 8.787e-02, eta: 1 day, 1:04:00, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3924, top5_acc: 0.6246, loss_cls: 2.8775, loss: 2.8775, grad_norm: 2.0235 2020-10-09 21:34:47,662 - mmaction - INFO - Epoch [193][460/1413] lr: 8.787e-02, eta: 1 day, 1:03:39, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3937, top5_acc: 0.6375, loss_cls: 2.8321, loss: 2.8321, grad_norm: 2.0096 2020-10-09 21:35:07,107 - mmaction - INFO - Epoch [193][480/1413] lr: 8.787e-02, eta: 1 day, 1:03:17, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3956, top5_acc: 0.6382, loss_cls: 2.8441, loss: 2.8441, grad_norm: 2.0178 2020-10-09 21:35:26,560 - mmaction - INFO - Epoch [193][500/1413] lr: 8.787e-02, eta: 1 day, 1:02:55, time: 0.974, data_time: 0.004, memory: 8482, top1_acc: 0.3859, top5_acc: 0.6345, loss_cls: 2.8663, loss: 2.8663, grad_norm: 2.0258 2020-10-09 21:35:45,967 - mmaction - INFO - Epoch [193][520/1413] lr: 8.787e-02, eta: 1 day, 1:02:34, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3897, top5_acc: 0.6395, loss_cls: 2.8205, loss: 2.8205, grad_norm: 2.0126 2020-10-09 21:36:05,340 - mmaction - INFO - Epoch [193][540/1413] lr: 8.787e-02, eta: 1 day, 1:02:12, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4000, top5_acc: 0.6336, loss_cls: 2.8400, loss: 2.8400, grad_norm: 2.0116 2020-10-09 21:36:24,705 - mmaction - INFO - Epoch [193][560/1413] lr: 8.787e-02, eta: 1 day, 1:01:50, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3944, top5_acc: 0.6315, loss_cls: 2.8608, loss: 2.8608, grad_norm: 2.0290 2020-10-09 21:36:44,104 - mmaction - INFO - Epoch [193][580/1413] lr: 8.787e-02, eta: 1 day, 1:01:28, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3999, top5_acc: 0.6314, loss_cls: 2.8487, loss: 2.8487, grad_norm: 1.9847 2020-10-09 21:37:03,480 - mmaction - INFO - Epoch [193][600/1413] lr: 8.787e-02, eta: 1 day, 1:01:06, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3919, top5_acc: 0.6374, loss_cls: 2.8415, loss: 2.8415, grad_norm: 2.0238 2020-10-09 21:37:22,903 - mmaction - INFO - Epoch [193][620/1413] lr: 8.787e-02, eta: 1 day, 1:00:45, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3882, top5_acc: 0.6327, loss_cls: 2.8674, loss: 2.8674, grad_norm: 2.0108 2020-10-09 21:37:42,316 - mmaction - INFO - Epoch [193][640/1413] lr: 8.787e-02, eta: 1 day, 1:00:23, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4051, top5_acc: 0.6353, loss_cls: 2.8261, loss: 2.8261, grad_norm: 1.9931 2020-10-09 21:38:01,745 - mmaction - INFO - Epoch [193][660/1413] lr: 8.787e-02, eta: 1 day, 1:00:01, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3820, top5_acc: 0.6277, loss_cls: 2.8965, loss: 2.8965, grad_norm: 2.0534 2020-10-09 21:38:21,132 - mmaction - INFO - Epoch [193][680/1413] lr: 8.787e-02, eta: 1 day, 0:59:40, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3987, top5_acc: 0.6376, loss_cls: 2.8615, loss: 2.8615, grad_norm: 2.0218 2020-10-09 21:38:40,546 - mmaction - INFO - Epoch [193][700/1413] lr: 8.787e-02, eta: 1 day, 0:59:18, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3927, top5_acc: 0.6277, loss_cls: 2.8763, loss: 2.8763, grad_norm: 1.9954 2020-10-09 21:38:59,933 - mmaction - INFO - Epoch [193][720/1413] lr: 8.787e-02, eta: 1 day, 0:58:56, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3951, top5_acc: 0.6285, loss_cls: 2.8289, loss: 2.8289, grad_norm: 2.0125 2020-10-09 21:39:19,307 - mmaction - INFO - Epoch [193][740/1413] lr: 8.787e-02, eta: 1 day, 0:58:34, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3923, top5_acc: 0.6310, loss_cls: 2.8675, loss: 2.8675, grad_norm: 2.0426 2020-10-09 21:39:38,770 - mmaction - INFO - Epoch [193][760/1413] lr: 8.787e-02, eta: 1 day, 0:58:13, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3930, top5_acc: 0.6337, loss_cls: 2.8550, loss: 2.8550, grad_norm: 2.0286 2020-10-09 21:39:58,109 - mmaction - INFO - Epoch [193][780/1413] lr: 8.787e-02, eta: 1 day, 0:57:51, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3965, top5_acc: 0.6379, loss_cls: 2.8300, loss: 2.8300, grad_norm: 2.0195 2020-10-09 21:40:17,476 - mmaction - INFO - Epoch [193][800/1413] lr: 8.787e-02, eta: 1 day, 0:57:29, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3965, top5_acc: 0.6294, loss_cls: 2.8628, loss: 2.8628, grad_norm: 2.0409 2020-10-09 21:40:36,880 - mmaction - INFO - Epoch [193][820/1413] lr: 8.787e-02, eta: 1 day, 0:57:07, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3793, top5_acc: 0.6337, loss_cls: 2.8858, loss: 2.8858, grad_norm: 2.0325 2020-10-09 21:40:56,340 - mmaction - INFO - Epoch [193][840/1413] lr: 8.787e-02, eta: 1 day, 0:56:46, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3913, top5_acc: 0.6315, loss_cls: 2.8486, loss: 2.8486, grad_norm: 2.0096 2020-10-09 21:41:15,730 - mmaction - INFO - Epoch [193][860/1413] lr: 8.787e-02, eta: 1 day, 0:56:24, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3915, top5_acc: 0.6277, loss_cls: 2.8777, loss: 2.8777, grad_norm: 2.0206 2020-10-09 21:41:35,108 - mmaction - INFO - Epoch [193][880/1413] lr: 8.787e-02, eta: 1 day, 0:56:02, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4066, top5_acc: 0.6477, loss_cls: 2.7687, loss: 2.7687, grad_norm: 2.0009 2020-10-09 21:41:54,493 - mmaction - INFO - Epoch [193][900/1413] lr: 8.787e-02, eta: 1 day, 0:55:40, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4014, top5_acc: 0.6337, loss_cls: 2.8238, loss: 2.8238, grad_norm: 1.9880 2020-10-09 21:42:13,883 - mmaction - INFO - Epoch [193][920/1413] lr: 8.787e-02, eta: 1 day, 0:55:19, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3896, top5_acc: 0.6349, loss_cls: 2.8633, loss: 2.8633, grad_norm: 2.0252 2020-10-09 21:42:33,282 - mmaction - INFO - Epoch [193][940/1413] lr: 8.787e-02, eta: 1 day, 0:54:57, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3969, top5_acc: 0.6393, loss_cls: 2.8130, loss: 2.8130, grad_norm: 2.0041 2020-10-09 21:42:52,668 - mmaction - INFO - Epoch [193][960/1413] lr: 8.787e-02, eta: 1 day, 0:54:35, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3863, top5_acc: 0.6342, loss_cls: 2.8551, loss: 2.8551, grad_norm: 2.0596 2020-10-09 21:43:12,094 - mmaction - INFO - Epoch [193][980/1413] lr: 8.787e-02, eta: 1 day, 0:54:14, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3790, top5_acc: 0.6236, loss_cls: 2.9052, loss: 2.9052, grad_norm: 2.0640 2020-10-09 21:43:31,487 - mmaction - INFO - Epoch [193][1000/1413] lr: 8.787e-02, eta: 1 day, 0:53:52, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3909, top5_acc: 0.6288, loss_cls: 2.8609, loss: 2.8609, grad_norm: 1.9925 2020-10-09 21:43:50,849 - mmaction - INFO - Epoch [193][1020/1413] lr: 8.787e-02, eta: 1 day, 0:53:30, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3797, top5_acc: 0.6294, loss_cls: 2.8794, loss: 2.8794, grad_norm: 2.0448 2020-10-09 21:44:10,285 - mmaction - INFO - Epoch [193][1040/1413] lr: 8.787e-02, eta: 1 day, 0:53:09, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3977, top5_acc: 0.6323, loss_cls: 2.8617, loss: 2.8617, grad_norm: 2.0201 2020-10-09 21:44:29,741 - mmaction - INFO - Epoch [193][1060/1413] lr: 8.787e-02, eta: 1 day, 0:52:47, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.3897, top5_acc: 0.6387, loss_cls: 2.8433, loss: 2.8433, grad_norm: 2.0253 2020-10-09 21:44:49,130 - mmaction - INFO - Epoch [193][1080/1413] lr: 8.787e-02, eta: 1 day, 0:52:25, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3918, top5_acc: 0.6311, loss_cls: 2.8634, loss: 2.8634, grad_norm: 2.0303 2020-10-09 21:45:08,515 - mmaction - INFO - Epoch [193][1100/1413] lr: 8.787e-02, eta: 1 day, 0:52:04, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3931, top5_acc: 0.6357, loss_cls: 2.8457, loss: 2.8457, grad_norm: 2.0038 2020-10-09 21:45:27,916 - mmaction - INFO - Epoch [193][1120/1413] lr: 8.787e-02, eta: 1 day, 0:51:42, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3939, top5_acc: 0.6421, loss_cls: 2.8237, loss: 2.8237, grad_norm: 2.0296 2020-10-09 21:45:47,328 - mmaction - INFO - Epoch [193][1140/1413] lr: 8.787e-02, eta: 1 day, 0:51:20, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3978, top5_acc: 0.6333, loss_cls: 2.8350, loss: 2.8350, grad_norm: 2.0053 2020-10-09 21:46:06,674 - mmaction - INFO - Epoch [193][1160/1413] lr: 8.787e-02, eta: 1 day, 0:50:58, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3922, top5_acc: 0.6276, loss_cls: 2.8964, loss: 2.8964, grad_norm: 2.0484 2020-10-09 21:46:26,039 - mmaction - INFO - Epoch [193][1180/1413] lr: 8.787e-02, eta: 1 day, 0:50:37, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3827, top5_acc: 0.6289, loss_cls: 2.9045, loss: 2.9045, grad_norm: 2.0293 2020-10-09 21:46:45,441 - mmaction - INFO - Epoch [193][1200/1413] lr: 8.787e-02, eta: 1 day, 0:50:15, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4034, top5_acc: 0.6426, loss_cls: 2.8009, loss: 2.8009, grad_norm: 2.0152 2020-10-09 21:47:04,796 - mmaction - INFO - Epoch [193][1220/1413] lr: 8.787e-02, eta: 1 day, 0:49:53, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3880, top5_acc: 0.6311, loss_cls: 2.8777, loss: 2.8777, grad_norm: 2.0461 2020-10-09 21:47:24,146 - mmaction - INFO - Epoch [193][1240/1413] lr: 8.787e-02, eta: 1 day, 0:49:31, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3900, top5_acc: 0.6285, loss_cls: 2.8644, loss: 2.8644, grad_norm: 2.0398 2020-10-09 21:47:43,510 - mmaction - INFO - Epoch [193][1260/1413] lr: 8.787e-02, eta: 1 day, 0:49:10, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4014, top5_acc: 0.6436, loss_cls: 2.8099, loss: 2.8099, grad_norm: 2.0103 2020-10-09 21:48:02,898 - mmaction - INFO - Epoch [193][1280/1413] lr: 8.787e-02, eta: 1 day, 0:48:48, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3883, top5_acc: 0.6266, loss_cls: 2.8913, loss: 2.8913, grad_norm: 2.0400 2020-10-09 21:48:22,334 - mmaction - INFO - Epoch [193][1300/1413] lr: 8.787e-02, eta: 1 day, 0:48:26, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.3924, top5_acc: 0.6335, loss_cls: 2.8564, loss: 2.8564, grad_norm: 2.0073 2020-10-09 21:48:41,742 - mmaction - INFO - Epoch [193][1320/1413] lr: 8.787e-02, eta: 1 day, 0:48:05, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3855, top5_acc: 0.6279, loss_cls: 2.8858, loss: 2.8858, grad_norm: 2.0269 2020-10-09 21:49:01,102 - mmaction - INFO - Epoch [193][1340/1413] lr: 8.787e-02, eta: 1 day, 0:47:43, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3904, top5_acc: 0.6348, loss_cls: 2.8565, loss: 2.8565, grad_norm: 1.9990 2020-10-09 21:49:20,514 - mmaction - INFO - Epoch [193][1360/1413] lr: 8.787e-02, eta: 1 day, 0:47:21, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3962, top5_acc: 0.6367, loss_cls: 2.8277, loss: 2.8277, grad_norm: 2.0181 2020-10-09 21:49:39,886 - mmaction - INFO - Epoch [193][1380/1413] lr: 8.787e-02, eta: 1 day, 0:47:00, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3880, top5_acc: 0.6243, loss_cls: 2.9040, loss: 2.9040, grad_norm: 2.0049 2020-10-09 21:49:59,338 - mmaction - INFO - Epoch [193][1400/1413] lr: 8.787e-02, eta: 1 day, 0:46:38, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3863, top5_acc: 0.6284, loss_cls: 2.8785, loss: 2.8785, grad_norm: 2.0230 2020-10-09 21:51:03,034 - mmaction - INFO - Epoch [194][20/1413] lr: 8.528e-02, eta: 1 day, 0:46:49, time: 2.534, data_time: 1.529, memory: 8482, top1_acc: 0.4108, top5_acc: 0.6451, loss_cls: 2.7767, loss: 2.7767, grad_norm: 2.0236 2020-10-09 21:51:22,379 - mmaction - INFO - Epoch [194][40/1413] lr: 8.528e-02, eta: 1 day, 0:46:28, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4027, top5_acc: 0.6401, loss_cls: 2.8187, loss: 2.8187, grad_norm: 2.0119 2020-10-09 21:51:41,752 - mmaction - INFO - Epoch [194][60/1413] lr: 8.528e-02, eta: 1 day, 0:46:06, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4040, top5_acc: 0.6376, loss_cls: 2.8162, loss: 2.8162, grad_norm: 2.0466 2020-10-09 21:52:01,169 - mmaction - INFO - Epoch [194][80/1413] lr: 8.528e-02, eta: 1 day, 0:45:44, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3936, top5_acc: 0.6367, loss_cls: 2.8349, loss: 2.8349, grad_norm: 2.0356 2020-10-09 21:52:20,507 - mmaction - INFO - Epoch [194][100/1413] lr: 8.528e-02, eta: 1 day, 0:45:22, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3966, top5_acc: 0.6358, loss_cls: 2.8368, loss: 2.8368, grad_norm: 2.0200 2020-10-09 21:52:39,823 - mmaction - INFO - Epoch [194][120/1413] lr: 8.528e-02, eta: 1 day, 0:45:00, time: 0.964, data_time: 0.001, memory: 8482, top1_acc: 0.3969, top5_acc: 0.6383, loss_cls: 2.8280, loss: 2.8280, grad_norm: 2.0611 2020-10-09 21:52:59,220 - mmaction - INFO - Epoch [194][140/1413] lr: 8.528e-02, eta: 1 day, 0:44:39, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3885, top5_acc: 0.6316, loss_cls: 2.8463, loss: 2.8463, grad_norm: 2.0391 2020-10-09 21:53:18,666 - mmaction - INFO - Epoch [194][160/1413] lr: 8.528e-02, eta: 1 day, 0:44:17, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4154, top5_acc: 0.6592, loss_cls: 2.7250, loss: 2.7250, grad_norm: 2.0403 2020-10-09 21:53:38,060 - mmaction - INFO - Epoch [194][180/1413] lr: 8.528e-02, eta: 1 day, 0:43:56, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4031, top5_acc: 0.6391, loss_cls: 2.8172, loss: 2.8172, grad_norm: 2.0295 2020-10-09 21:53:57,468 - mmaction - INFO - Epoch [194][200/1413] lr: 8.528e-02, eta: 1 day, 0:43:34, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3875, top5_acc: 0.6370, loss_cls: 2.8585, loss: 2.8585, grad_norm: 2.0445 2020-10-09 21:54:16,877 - mmaction - INFO - Epoch [194][220/1413] lr: 8.528e-02, eta: 1 day, 0:43:12, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4001, top5_acc: 0.6374, loss_cls: 2.8383, loss: 2.8383, grad_norm: 2.0348 2020-10-09 21:54:36,284 - mmaction - INFO - Epoch [194][240/1413] lr: 8.528e-02, eta: 1 day, 0:42:51, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4014, top5_acc: 0.6447, loss_cls: 2.7769, loss: 2.7769, grad_norm: 2.0335 2020-10-09 21:54:55,673 - mmaction - INFO - Epoch [194][260/1413] lr: 8.528e-02, eta: 1 day, 0:42:29, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4070, top5_acc: 0.6361, loss_cls: 2.8275, loss: 2.8275, grad_norm: 2.0550 2020-10-09 21:55:15,104 - mmaction - INFO - Epoch [194][280/1413] lr: 8.528e-02, eta: 1 day, 0:42:07, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4003, top5_acc: 0.6380, loss_cls: 2.8331, loss: 2.8331, grad_norm: 2.0297 2020-10-09 21:55:34,497 - mmaction - INFO - Epoch [194][300/1413] lr: 8.528e-02, eta: 1 day, 0:41:46, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3978, top5_acc: 0.6353, loss_cls: 2.8481, loss: 2.8481, grad_norm: 2.0409 2020-10-09 21:55:53,840 - mmaction - INFO - Epoch [194][320/1413] lr: 8.528e-02, eta: 1 day, 0:41:24, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4008, top5_acc: 0.6410, loss_cls: 2.8009, loss: 2.8009, grad_norm: 2.0025 2020-10-09 21:56:13,279 - mmaction - INFO - Epoch [194][340/1413] lr: 8.528e-02, eta: 1 day, 0:41:02, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3924, top5_acc: 0.6335, loss_cls: 2.8385, loss: 2.8385, grad_norm: 2.0381 2020-10-09 21:56:32,641 - mmaction - INFO - Epoch [194][360/1413] lr: 8.528e-02, eta: 1 day, 0:40:41, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4009, top5_acc: 0.6437, loss_cls: 2.7989, loss: 2.7989, grad_norm: 2.0300 2020-10-09 21:56:51,998 - mmaction - INFO - Epoch [194][380/1413] lr: 8.528e-02, eta: 1 day, 0:40:19, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3897, top5_acc: 0.6318, loss_cls: 2.8394, loss: 2.8394, grad_norm: 2.0682 2020-10-09 21:57:11,445 - mmaction - INFO - Epoch [194][400/1413] lr: 8.528e-02, eta: 1 day, 0:39:57, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3928, top5_acc: 0.6395, loss_cls: 2.8231, loss: 2.8231, grad_norm: 2.0200 2020-10-09 21:57:30,820 - mmaction - INFO - Epoch [194][420/1413] lr: 8.528e-02, eta: 1 day, 0:39:36, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4078, top5_acc: 0.6421, loss_cls: 2.7944, loss: 2.7944, grad_norm: 2.0468 2020-10-09 21:57:50,244 - mmaction - INFO - Epoch [194][440/1413] lr: 8.528e-02, eta: 1 day, 0:39:14, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3960, top5_acc: 0.6359, loss_cls: 2.8505, loss: 2.8505, grad_norm: 2.0397 2020-10-09 21:58:09,616 - mmaction - INFO - Epoch [194][460/1413] lr: 8.528e-02, eta: 1 day, 0:38:53, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3997, top5_acc: 0.6419, loss_cls: 2.8086, loss: 2.8086, grad_norm: 2.0355 2020-10-09 21:58:29,025 - mmaction - INFO - Epoch [194][480/1413] lr: 8.528e-02, eta: 1 day, 0:38:31, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3954, top5_acc: 0.6388, loss_cls: 2.8128, loss: 2.8128, grad_norm: 2.0401 2020-10-09 21:58:48,416 - mmaction - INFO - Epoch [194][500/1413] lr: 8.528e-02, eta: 1 day, 0:38:09, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3954, top5_acc: 0.6379, loss_cls: 2.8421, loss: 2.8421, grad_norm: 2.0586 2020-10-09 21:59:07,808 - mmaction - INFO - Epoch [194][520/1413] lr: 8.528e-02, eta: 1 day, 0:37:48, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3945, top5_acc: 0.6303, loss_cls: 2.8758, loss: 2.8758, grad_norm: 2.0522 2020-10-09 21:59:27,279 - mmaction - INFO - Epoch [194][540/1413] lr: 8.528e-02, eta: 1 day, 0:37:26, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.3898, top5_acc: 0.6286, loss_cls: 2.8614, loss: 2.8614, grad_norm: 2.0165 2020-10-09 21:59:46,630 - mmaction - INFO - Epoch [194][560/1413] lr: 8.528e-02, eta: 1 day, 0:37:05, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.3935, top5_acc: 0.6318, loss_cls: 2.8415, loss: 2.8415, grad_norm: 2.0330 2020-10-09 22:00:07,354 - mmaction - INFO - Epoch [194][580/1413] lr: 8.528e-02, eta: 1 day, 0:36:46, time: 1.037, data_time: 0.002, memory: 8482, top1_acc: 0.4043, top5_acc: 0.6451, loss_cls: 2.7874, loss: 2.7874, grad_norm: 2.0178 2020-10-09 22:00:26,749 - mmaction - INFO - Epoch [194][600/1413] lr: 8.528e-02, eta: 1 day, 0:36:25, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3993, top5_acc: 0.6367, loss_cls: 2.8207, loss: 2.8207, grad_norm: 2.0326 2020-10-09 22:00:46,174 - mmaction - INFO - Epoch [194][620/1413] lr: 8.528e-02, eta: 1 day, 0:36:03, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3999, top5_acc: 0.6380, loss_cls: 2.7906, loss: 2.7906, grad_norm: 2.0512 2020-10-09 22:01:05,583 - mmaction - INFO - Epoch [194][640/1413] lr: 8.528e-02, eta: 1 day, 0:35:41, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4040, top5_acc: 0.6384, loss_cls: 2.8229, loss: 2.8229, grad_norm: 2.0339 2020-10-09 22:01:25,009 - mmaction - INFO - Epoch [194][660/1413] lr: 8.528e-02, eta: 1 day, 0:35:20, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3975, top5_acc: 0.6398, loss_cls: 2.8139, loss: 2.8139, grad_norm: 2.0291 2020-10-09 22:01:44,375 - mmaction - INFO - Epoch [194][680/1413] lr: 8.528e-02, eta: 1 day, 0:34:58, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3927, top5_acc: 0.6385, loss_cls: 2.8362, loss: 2.8362, grad_norm: 2.0389 2020-10-09 22:02:03,771 - mmaction - INFO - Epoch [194][700/1413] lr: 8.528e-02, eta: 1 day, 0:34:37, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3982, top5_acc: 0.6365, loss_cls: 2.8288, loss: 2.8288, grad_norm: 2.0345 2020-10-09 22:02:23,180 - mmaction - INFO - Epoch [194][720/1413] lr: 8.528e-02, eta: 1 day, 0:34:15, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3940, top5_acc: 0.6289, loss_cls: 2.8577, loss: 2.8577, grad_norm: 2.0478 2020-10-09 22:02:42,535 - mmaction - INFO - Epoch [194][740/1413] lr: 8.528e-02, eta: 1 day, 0:33:53, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3875, top5_acc: 0.6322, loss_cls: 2.8438, loss: 2.8438, grad_norm: 2.0638 2020-10-09 22:03:02,075 - mmaction - INFO - Epoch [194][760/1413] lr: 8.528e-02, eta: 1 day, 0:33:32, time: 0.977, data_time: 0.002, memory: 8482, top1_acc: 0.3965, top5_acc: 0.6402, loss_cls: 2.8428, loss: 2.8428, grad_norm: 2.0186 2020-10-09 22:03:21,436 - mmaction - INFO - Epoch [194][780/1413] lr: 8.528e-02, eta: 1 day, 0:33:10, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4043, top5_acc: 0.6398, loss_cls: 2.8137, loss: 2.8137, grad_norm: 2.0161 2020-10-09 22:03:40,806 - mmaction - INFO - Epoch [194][800/1413] lr: 8.528e-02, eta: 1 day, 0:32:49, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3928, top5_acc: 0.6346, loss_cls: 2.8375, loss: 2.8375, grad_norm: 2.0299 2020-10-09 22:04:00,148 - mmaction - INFO - Epoch [194][820/1413] lr: 8.528e-02, eta: 1 day, 0:32:27, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4044, top5_acc: 0.6470, loss_cls: 2.7706, loss: 2.7706, grad_norm: 2.0421 2020-10-09 22:04:19,516 - mmaction - INFO - Epoch [194][840/1413] lr: 8.528e-02, eta: 1 day, 0:32:05, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4007, top5_acc: 0.6451, loss_cls: 2.7910, loss: 2.7910, grad_norm: 2.0250 2020-10-09 22:04:38,889 - mmaction - INFO - Epoch [194][860/1413] lr: 8.528e-02, eta: 1 day, 0:31:44, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4008, top5_acc: 0.6422, loss_cls: 2.8008, loss: 2.8008, grad_norm: 2.0187 2020-10-09 22:04:58,252 - mmaction - INFO - Epoch [194][880/1413] lr: 8.528e-02, eta: 1 day, 0:31:22, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3937, top5_acc: 0.6322, loss_cls: 2.8498, loss: 2.8498, grad_norm: 2.0376 2020-10-09 22:05:17,595 - mmaction - INFO - Epoch [194][900/1413] lr: 8.528e-02, eta: 1 day, 0:31:00, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.3953, top5_acc: 0.6366, loss_cls: 2.8362, loss: 2.8362, grad_norm: 2.0333 2020-10-09 22:05:36,972 - mmaction - INFO - Epoch [194][920/1413] lr: 8.528e-02, eta: 1 day, 0:30:39, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3818, top5_acc: 0.6250, loss_cls: 2.8776, loss: 2.8776, grad_norm: 2.0525 2020-10-09 22:05:56,352 - mmaction - INFO - Epoch [194][940/1413] lr: 8.528e-02, eta: 1 day, 0:30:17, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3944, top5_acc: 0.6339, loss_cls: 2.8504, loss: 2.8504, grad_norm: 2.0487 2020-10-09 22:06:15,716 - mmaction - INFO - Epoch [194][960/1413] lr: 8.528e-02, eta: 1 day, 0:29:55, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3979, top5_acc: 0.6411, loss_cls: 2.8315, loss: 2.8315, grad_norm: 2.0291 2020-10-09 22:06:35,125 - mmaction - INFO - Epoch [194][980/1413] lr: 8.528e-02, eta: 1 day, 0:29:34, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3908, top5_acc: 0.6336, loss_cls: 2.8607, loss: 2.8607, grad_norm: 2.0325 2020-10-09 22:06:54,575 - mmaction - INFO - Epoch [194][1000/1413] lr: 8.528e-02, eta: 1 day, 0:29:12, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3990, top5_acc: 0.6393, loss_cls: 2.8149, loss: 2.8149, grad_norm: 2.0565 2020-10-09 22:07:13,942 - mmaction - INFO - Epoch [194][1020/1413] lr: 8.528e-02, eta: 1 day, 0:28:51, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3977, top5_acc: 0.6372, loss_cls: 2.8332, loss: 2.8332, grad_norm: 2.0395 2020-10-09 22:07:33,317 - mmaction - INFO - Epoch [194][1040/1413] lr: 8.528e-02, eta: 1 day, 0:28:29, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3865, top5_acc: 0.6310, loss_cls: 2.8674, loss: 2.8674, grad_norm: 2.0444 2020-10-09 22:07:52,750 - mmaction - INFO - Epoch [194][1060/1413] lr: 8.528e-02, eta: 1 day, 0:28:08, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3885, top5_acc: 0.6437, loss_cls: 2.8330, loss: 2.8330, grad_norm: 2.0420 2020-10-09 22:08:12,146 - mmaction - INFO - Epoch [194][1080/1413] lr: 8.528e-02, eta: 1 day, 0:27:46, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4039, top5_acc: 0.6375, loss_cls: 2.8173, loss: 2.8173, grad_norm: 2.0415 2020-10-09 22:08:31,494 - mmaction - INFO - Epoch [194][1100/1413] lr: 8.528e-02, eta: 1 day, 0:27:25, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3915, top5_acc: 0.6310, loss_cls: 2.8584, loss: 2.8584, grad_norm: 2.0499 2020-10-09 22:08:50,848 - mmaction - INFO - Epoch [194][1120/1413] lr: 8.528e-02, eta: 1 day, 0:27:03, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3982, top5_acc: 0.6451, loss_cls: 2.7957, loss: 2.7957, grad_norm: 2.0374 2020-10-09 22:09:10,222 - mmaction - INFO - Epoch [194][1140/1413] lr: 8.528e-02, eta: 1 day, 0:26:41, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3945, top5_acc: 0.6281, loss_cls: 2.8505, loss: 2.8505, grad_norm: 2.0602 2020-10-09 22:09:29,605 - mmaction - INFO - Epoch [194][1160/1413] lr: 8.528e-02, eta: 1 day, 0:26:20, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3953, top5_acc: 0.6367, loss_cls: 2.8221, loss: 2.8221, grad_norm: 2.0850 2020-10-09 22:09:49,011 - mmaction - INFO - Epoch [194][1180/1413] lr: 8.528e-02, eta: 1 day, 0:25:58, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3866, top5_acc: 0.6336, loss_cls: 2.8550, loss: 2.8550, grad_norm: 2.0415 2020-10-09 22:10:08,410 - mmaction - INFO - Epoch [194][1200/1413] lr: 8.528e-02, eta: 1 day, 0:25:37, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3831, top5_acc: 0.6283, loss_cls: 2.8966, loss: 2.8966, grad_norm: 2.0488 2020-10-09 22:10:27,830 - mmaction - INFO - Epoch [194][1220/1413] lr: 8.528e-02, eta: 1 day, 0:25:15, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4008, top5_acc: 0.6448, loss_cls: 2.7854, loss: 2.7854, grad_norm: 2.0068 2020-10-09 22:10:47,220 - mmaction - INFO - Epoch [194][1240/1413] lr: 8.528e-02, eta: 1 day, 0:24:54, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4003, top5_acc: 0.6431, loss_cls: 2.8004, loss: 2.8004, grad_norm: 2.0208 2020-10-09 22:11:06,626 - mmaction - INFO - Epoch [194][1260/1413] lr: 8.528e-02, eta: 1 day, 0:24:32, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4008, top5_acc: 0.6352, loss_cls: 2.8503, loss: 2.8503, grad_norm: 2.0510 2020-10-09 22:11:25,991 - mmaction - INFO - Epoch [194][1280/1413] lr: 8.528e-02, eta: 1 day, 0:24:10, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3978, top5_acc: 0.6322, loss_cls: 2.8245, loss: 2.8245, grad_norm: 2.0684 2020-10-09 22:11:45,375 - mmaction - INFO - Epoch [194][1300/1413] lr: 8.528e-02, eta: 1 day, 0:23:49, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3966, top5_acc: 0.6389, loss_cls: 2.8370, loss: 2.8370, grad_norm: 2.0447 2020-10-09 22:12:04,765 - mmaction - INFO - Epoch [194][1320/1413] lr: 8.528e-02, eta: 1 day, 0:23:27, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3997, top5_acc: 0.6320, loss_cls: 2.8391, loss: 2.8391, grad_norm: 2.0380 2020-10-09 22:12:24,128 - mmaction - INFO - Epoch [194][1340/1413] lr: 8.528e-02, eta: 1 day, 0:23:06, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4009, top5_acc: 0.6333, loss_cls: 2.8234, loss: 2.8234, grad_norm: 2.0520 2020-10-09 22:12:43,554 - mmaction - INFO - Epoch [194][1360/1413] lr: 8.528e-02, eta: 1 day, 0:22:44, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3956, top5_acc: 0.6421, loss_cls: 2.8314, loss: 2.8314, grad_norm: 2.0285 2020-10-09 22:13:02,906 - mmaction - INFO - Epoch [194][1380/1413] lr: 8.528e-02, eta: 1 day, 0:22:23, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3939, top5_acc: 0.6306, loss_cls: 2.8680, loss: 2.8680, grad_norm: 2.0744 2020-10-09 22:13:22,323 - mmaction - INFO - Epoch [194][1400/1413] lr: 8.528e-02, eta: 1 day, 0:22:01, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3857, top5_acc: 0.6315, loss_cls: 2.8621, loss: 2.8621, grad_norm: 2.0318 2020-10-09 22:14:30,365 - mmaction - INFO - Epoch [195][20/1413] lr: 8.273e-02, eta: 1 day, 0:22:17, time: 2.687, data_time: 1.642, memory: 8482, top1_acc: 0.4060, top5_acc: 0.6417, loss_cls: 2.7850, loss: 2.7850, grad_norm: 2.0475 2020-10-09 22:14:49,621 - mmaction - INFO - Epoch [195][40/1413] lr: 8.273e-02, eta: 1 day, 0:21:56, time: 0.964, data_time: 0.003, memory: 8482, top1_acc: 0.4047, top5_acc: 0.6409, loss_cls: 2.7811, loss: 2.7811, grad_norm: 2.0388 2020-10-09 22:15:08,977 - mmaction - INFO - Epoch [195][60/1413] lr: 8.273e-02, eta: 1 day, 0:21:34, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3984, top5_acc: 0.6331, loss_cls: 2.8245, loss: 2.8245, grad_norm: 2.0439 2020-10-09 22:15:28,342 - mmaction - INFO - Epoch [195][80/1413] lr: 8.273e-02, eta: 1 day, 0:21:12, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4003, top5_acc: 0.6341, loss_cls: 2.8286, loss: 2.8286, grad_norm: 2.0582 2020-10-09 22:15:47,780 - mmaction - INFO - Epoch [195][100/1413] lr: 8.273e-02, eta: 1 day, 0:20:51, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4057, top5_acc: 0.6376, loss_cls: 2.8066, loss: 2.8066, grad_norm: 2.0252 2020-10-09 22:16:07,146 - mmaction - INFO - Epoch [195][120/1413] lr: 8.273e-02, eta: 1 day, 0:20:29, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3978, top5_acc: 0.6400, loss_cls: 2.7989, loss: 2.7989, grad_norm: 2.0425 2020-10-09 22:16:26,520 - mmaction - INFO - Epoch [195][140/1413] lr: 8.273e-02, eta: 1 day, 0:20:08, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4051, top5_acc: 0.6470, loss_cls: 2.7678, loss: 2.7678, grad_norm: 2.0676 2020-10-09 22:16:45,917 - mmaction - INFO - Epoch [195][160/1413] lr: 8.273e-02, eta: 1 day, 0:19:46, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3854, top5_acc: 0.6409, loss_cls: 2.8400, loss: 2.8400, grad_norm: 2.0761 2020-10-09 22:17:05,305 - mmaction - INFO - Epoch [195][180/1413] lr: 8.273e-02, eta: 1 day, 0:19:25, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4065, top5_acc: 0.6520, loss_cls: 2.7405, loss: 2.7405, grad_norm: 2.0501 2020-10-09 22:17:24,669 - mmaction - INFO - Epoch [195][200/1413] lr: 8.273e-02, eta: 1 day, 0:19:03, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3918, top5_acc: 0.6316, loss_cls: 2.8145, loss: 2.8145, grad_norm: 2.0669 2020-10-09 22:17:44,059 - mmaction - INFO - Epoch [195][220/1413] lr: 8.273e-02, eta: 1 day, 0:18:41, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4007, top5_acc: 0.6467, loss_cls: 2.7967, loss: 2.7967, grad_norm: 2.0767 2020-10-09 22:18:03,416 - mmaction - INFO - Epoch [195][240/1413] lr: 8.273e-02, eta: 1 day, 0:18:20, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4013, top5_acc: 0.6430, loss_cls: 2.8076, loss: 2.8076, grad_norm: 2.0518 2020-10-09 22:18:22,892 - mmaction - INFO - Epoch [195][260/1413] lr: 8.273e-02, eta: 1 day, 0:17:58, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.4078, top5_acc: 0.6426, loss_cls: 2.7874, loss: 2.7874, grad_norm: 2.0420 2020-10-09 22:18:42,290 - mmaction - INFO - Epoch [195][280/1413] lr: 8.273e-02, eta: 1 day, 0:17:37, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3967, top5_acc: 0.6421, loss_cls: 2.8166, loss: 2.8166, grad_norm: 2.0701 2020-10-09 22:19:01,676 - mmaction - INFO - Epoch [195][300/1413] lr: 8.273e-02, eta: 1 day, 0:17:15, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4040, top5_acc: 0.6449, loss_cls: 2.8042, loss: 2.8042, grad_norm: 2.0701 2020-10-09 22:19:21,067 - mmaction - INFO - Epoch [195][320/1413] lr: 8.273e-02, eta: 1 day, 0:16:54, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4036, top5_acc: 0.6392, loss_cls: 2.7946, loss: 2.7946, grad_norm: 2.0712 2020-10-09 22:19:40,458 - mmaction - INFO - Epoch [195][340/1413] lr: 8.273e-02, eta: 1 day, 0:16:32, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4049, top5_acc: 0.6452, loss_cls: 2.7867, loss: 2.7867, grad_norm: 2.0872 2020-10-09 22:19:59,859 - mmaction - INFO - Epoch [195][360/1413] lr: 8.273e-02, eta: 1 day, 0:16:11, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4066, top5_acc: 0.6520, loss_cls: 2.7629, loss: 2.7629, grad_norm: 2.0745 2020-10-09 22:20:19,259 - mmaction - INFO - Epoch [195][380/1413] lr: 8.273e-02, eta: 1 day, 0:15:49, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4048, top5_acc: 0.6393, loss_cls: 2.7984, loss: 2.7984, grad_norm: 2.0392 2020-10-09 22:20:38,689 - mmaction - INFO - Epoch [195][400/1413] lr: 8.273e-02, eta: 1 day, 0:15:28, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3953, top5_acc: 0.6431, loss_cls: 2.8396, loss: 2.8396, grad_norm: 2.0646 2020-10-09 22:20:58,078 - mmaction - INFO - Epoch [195][420/1413] lr: 8.273e-02, eta: 1 day, 0:15:06, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4073, top5_acc: 0.6454, loss_cls: 2.7708, loss: 2.7708, grad_norm: 2.0356 2020-10-09 22:21:17,501 - mmaction - INFO - Epoch [195][440/1413] lr: 8.273e-02, eta: 1 day, 0:14:45, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3975, top5_acc: 0.6376, loss_cls: 2.8073, loss: 2.8073, grad_norm: 2.0918 2020-10-09 22:21:36,886 - mmaction - INFO - Epoch [195][460/1413] lr: 8.273e-02, eta: 1 day, 0:14:23, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4118, top5_acc: 0.6504, loss_cls: 2.7660, loss: 2.7660, grad_norm: 2.0677 2020-10-09 22:21:56,326 - mmaction - INFO - Epoch [195][480/1413] lr: 8.273e-02, eta: 1 day, 0:14:02, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4064, top5_acc: 0.6454, loss_cls: 2.7693, loss: 2.7693, grad_norm: 2.0512 2020-10-09 22:22:15,709 - mmaction - INFO - Epoch [195][500/1413] lr: 8.273e-02, eta: 1 day, 0:13:40, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4061, top5_acc: 0.6470, loss_cls: 2.7988, loss: 2.7988, grad_norm: 2.0501 2020-10-09 22:22:35,119 - mmaction - INFO - Epoch [195][520/1413] lr: 8.273e-02, eta: 1 day, 0:13:19, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4030, top5_acc: 0.6432, loss_cls: 2.8048, loss: 2.8048, grad_norm: 2.0672 2020-10-09 22:22:54,551 - mmaction - INFO - Epoch [195][540/1413] lr: 8.273e-02, eta: 1 day, 0:12:57, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3923, top5_acc: 0.6324, loss_cls: 2.8626, loss: 2.8626, grad_norm: 2.0719 2020-10-09 22:23:13,868 - mmaction - INFO - Epoch [195][560/1413] lr: 8.273e-02, eta: 1 day, 0:12:36, time: 0.966, data_time: 0.003, memory: 8482, top1_acc: 0.4020, top5_acc: 0.6400, loss_cls: 2.7990, loss: 2.7990, grad_norm: 2.0618 2020-10-09 22:23:33,219 - mmaction - INFO - Epoch [195][580/1413] lr: 8.273e-02, eta: 1 day, 0:12:14, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3947, top5_acc: 0.6345, loss_cls: 2.8462, loss: 2.8462, grad_norm: 2.0788 2020-10-09 22:23:52,639 - mmaction - INFO - Epoch [195][600/1413] lr: 8.273e-02, eta: 1 day, 0:11:53, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3988, top5_acc: 0.6362, loss_cls: 2.8490, loss: 2.8490, grad_norm: 2.0747 2020-10-09 22:24:12,061 - mmaction - INFO - Epoch [195][620/1413] lr: 8.273e-02, eta: 1 day, 0:11:31, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4007, top5_acc: 0.6379, loss_cls: 2.8291, loss: 2.8291, grad_norm: 2.0533 2020-10-09 22:24:31,435 - mmaction - INFO - Epoch [195][640/1413] lr: 8.273e-02, eta: 1 day, 0:11:10, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4027, top5_acc: 0.6350, loss_cls: 2.8116, loss: 2.8116, grad_norm: 2.0280 2020-10-09 22:24:50,813 - mmaction - INFO - Epoch [195][660/1413] lr: 8.273e-02, eta: 1 day, 0:10:48, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4117, top5_acc: 0.6478, loss_cls: 2.7554, loss: 2.7554, grad_norm: 2.0729 2020-10-09 22:25:10,239 - mmaction - INFO - Epoch [195][680/1413] lr: 8.273e-02, eta: 1 day, 0:10:27, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3883, top5_acc: 0.6327, loss_cls: 2.8730, loss: 2.8730, grad_norm: 2.0541 2020-10-09 22:25:29,589 - mmaction - INFO - Epoch [195][700/1413] lr: 8.273e-02, eta: 1 day, 0:10:05, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3990, top5_acc: 0.6428, loss_cls: 2.7991, loss: 2.7991, grad_norm: 2.0579 2020-10-09 22:25:49,024 - mmaction - INFO - Epoch [195][720/1413] lr: 8.273e-02, eta: 1 day, 0:09:44, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3943, top5_acc: 0.6296, loss_cls: 2.8507, loss: 2.8507, grad_norm: 2.0751 2020-10-09 22:26:08,432 - mmaction - INFO - Epoch [195][740/1413] lr: 8.273e-02, eta: 1 day, 0:09:23, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4007, top5_acc: 0.6332, loss_cls: 2.8147, loss: 2.8147, grad_norm: 2.0825 2020-10-09 22:26:27,873 - mmaction - INFO - Epoch [195][760/1413] lr: 8.273e-02, eta: 1 day, 0:09:01, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3891, top5_acc: 0.6355, loss_cls: 2.8583, loss: 2.8583, grad_norm: 2.0620 2020-10-09 22:26:47,314 - mmaction - INFO - Epoch [195][780/1413] lr: 8.273e-02, eta: 1 day, 0:08:40, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4012, top5_acc: 0.6342, loss_cls: 2.8415, loss: 2.8415, grad_norm: 2.0068 2020-10-09 22:27:06,808 - mmaction - INFO - Epoch [195][800/1413] lr: 8.273e-02, eta: 1 day, 0:08:19, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.3906, top5_acc: 0.6314, loss_cls: 2.8275, loss: 2.8275, grad_norm: 2.1248 2020-10-09 22:27:26,172 - mmaction - INFO - Epoch [195][820/1413] lr: 8.273e-02, eta: 1 day, 0:07:57, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4023, top5_acc: 0.6357, loss_cls: 2.8143, loss: 2.8143, grad_norm: 2.0428 2020-10-09 22:27:45,533 - mmaction - INFO - Epoch [195][840/1413] lr: 8.273e-02, eta: 1 day, 0:07:35, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3982, top5_acc: 0.6362, loss_cls: 2.8574, loss: 2.8574, grad_norm: 2.0580 2020-10-09 22:28:04,917 - mmaction - INFO - Epoch [195][860/1413] lr: 8.273e-02, eta: 1 day, 0:07:14, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4023, top5_acc: 0.6345, loss_cls: 2.8073, loss: 2.8073, grad_norm: 2.0571 2020-10-09 22:28:24,347 - mmaction - INFO - Epoch [195][880/1413] lr: 8.273e-02, eta: 1 day, 0:06:53, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4128, top5_acc: 0.6462, loss_cls: 2.7680, loss: 2.7680, grad_norm: 2.0473 2020-10-09 22:28:43,704 - mmaction - INFO - Epoch [195][900/1413] lr: 8.273e-02, eta: 1 day, 0:06:31, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4000, top5_acc: 0.6384, loss_cls: 2.8147, loss: 2.8147, grad_norm: 2.0661 2020-10-09 22:29:03,143 - mmaction - INFO - Epoch [195][920/1413] lr: 8.273e-02, eta: 1 day, 0:06:10, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4022, top5_acc: 0.6479, loss_cls: 2.7972, loss: 2.7972, grad_norm: 2.0543 2020-10-09 22:29:22,560 - mmaction - INFO - Epoch [195][940/1413] lr: 8.273e-02, eta: 1 day, 0:05:48, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3960, top5_acc: 0.6313, loss_cls: 2.8251, loss: 2.8251, grad_norm: 2.1038 2020-10-09 22:29:41,986 - mmaction - INFO - Epoch [195][960/1413] lr: 8.273e-02, eta: 1 day, 0:05:27, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4001, top5_acc: 0.6454, loss_cls: 2.7888, loss: 2.7888, grad_norm: 2.0465 2020-10-09 22:30:01,383 - mmaction - INFO - Epoch [195][980/1413] lr: 8.273e-02, eta: 1 day, 0:05:05, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4035, top5_acc: 0.6418, loss_cls: 2.7954, loss: 2.7954, grad_norm: 2.0850 2020-10-09 22:30:20,821 - mmaction - INFO - Epoch [195][1000/1413] lr: 8.273e-02, eta: 1 day, 0:04:44, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.3967, top5_acc: 0.6288, loss_cls: 2.8363, loss: 2.8363, grad_norm: 2.0912 2020-10-09 22:30:40,213 - mmaction - INFO - Epoch [195][1020/1413] lr: 8.273e-02, eta: 1 day, 0:04:23, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3997, top5_acc: 0.6366, loss_cls: 2.8407, loss: 2.8407, grad_norm: 2.0828 2020-10-09 22:30:59,620 - mmaction - INFO - Epoch [195][1040/1413] lr: 8.273e-02, eta: 1 day, 0:04:01, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4044, top5_acc: 0.6443, loss_cls: 2.7978, loss: 2.7978, grad_norm: 2.0629 2020-10-09 22:31:19,101 - mmaction - INFO - Epoch [195][1060/1413] lr: 8.273e-02, eta: 1 day, 0:03:40, time: 0.975, data_time: 0.004, memory: 8482, top1_acc: 0.4009, top5_acc: 0.6421, loss_cls: 2.8055, loss: 2.8055, grad_norm: 2.0688 2020-10-09 22:31:38,516 - mmaction - INFO - Epoch [195][1080/1413] lr: 8.273e-02, eta: 1 day, 0:03:19, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4076, top5_acc: 0.6458, loss_cls: 2.7848, loss: 2.7848, grad_norm: 2.0941 2020-10-09 22:31:57,932 - mmaction - INFO - Epoch [195][1100/1413] lr: 8.273e-02, eta: 1 day, 0:02:57, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4013, top5_acc: 0.6434, loss_cls: 2.7885, loss: 2.7885, grad_norm: 2.0575 2020-10-09 22:32:17,378 - mmaction - INFO - Epoch [195][1120/1413] lr: 8.273e-02, eta: 1 day, 0:02:36, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3988, top5_acc: 0.6342, loss_cls: 2.8385, loss: 2.8385, grad_norm: 2.1136 2020-10-09 22:32:36,762 - mmaction - INFO - Epoch [195][1140/1413] lr: 8.273e-02, eta: 1 day, 0:02:14, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3904, top5_acc: 0.6322, loss_cls: 2.8502, loss: 2.8502, grad_norm: 2.0625 2020-10-09 22:32:56,167 - mmaction - INFO - Epoch [195][1160/1413] lr: 8.273e-02, eta: 1 day, 0:01:53, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3914, top5_acc: 0.6316, loss_cls: 2.8375, loss: 2.8375, grad_norm: 2.0595 2020-10-09 22:33:15,525 - mmaction - INFO - Epoch [195][1180/1413] lr: 8.273e-02, eta: 1 day, 0:01:31, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4055, top5_acc: 0.6380, loss_cls: 2.8281, loss: 2.8281, grad_norm: 2.0575 2020-10-09 22:33:34,939 - mmaction - INFO - Epoch [195][1200/1413] lr: 8.273e-02, eta: 1 day, 0:01:10, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3885, top5_acc: 0.6366, loss_cls: 2.8589, loss: 2.8589, grad_norm: 2.0772 2020-10-09 22:33:54,331 - mmaction - INFO - Epoch [195][1220/1413] lr: 8.273e-02, eta: 1 day, 0:00:49, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3999, top5_acc: 0.6370, loss_cls: 2.8217, loss: 2.8217, grad_norm: 2.0285 2020-10-09 22:34:13,765 - mmaction - INFO - Epoch [195][1240/1413] lr: 8.273e-02, eta: 1 day, 0:00:27, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3965, top5_acc: 0.6328, loss_cls: 2.8392, loss: 2.8392, grad_norm: 2.0602 2020-10-09 22:34:33,130 - mmaction - INFO - Epoch [195][1260/1413] lr: 8.273e-02, eta: 1 day, 0:00:06, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4008, top5_acc: 0.6384, loss_cls: 2.8196, loss: 2.8196, grad_norm: 2.0378 2020-10-09 22:34:52,474 - mmaction - INFO - Epoch [195][1280/1413] lr: 8.273e-02, eta: 23:59:44, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3958, top5_acc: 0.6333, loss_cls: 2.8105, loss: 2.8105, grad_norm: 2.0576 2020-10-09 22:35:11,891 - mmaction - INFO - Epoch [195][1300/1413] lr: 8.273e-02, eta: 23:59:23, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3842, top5_acc: 0.6312, loss_cls: 2.8627, loss: 2.8627, grad_norm: 2.0763 2020-10-09 22:35:31,304 - mmaction - INFO - Epoch [195][1320/1413] lr: 8.273e-02, eta: 23:59:01, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4001, top5_acc: 0.6384, loss_cls: 2.8160, loss: 2.8160, grad_norm: 2.0471 2020-10-09 22:35:50,740 - mmaction - INFO - Epoch [195][1340/1413] lr: 8.273e-02, eta: 23:58:40, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.3967, top5_acc: 0.6346, loss_cls: 2.8313, loss: 2.8313, grad_norm: 2.0502 2020-10-09 22:36:10,130 - mmaction - INFO - Epoch [195][1360/1413] lr: 8.273e-02, eta: 23:58:19, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3961, top5_acc: 0.6284, loss_cls: 2.8735, loss: 2.8735, grad_norm: 2.0289 2020-10-09 22:36:29,525 - mmaction - INFO - Epoch [195][1380/1413] lr: 8.273e-02, eta: 23:57:57, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3931, top5_acc: 0.6402, loss_cls: 2.8452, loss: 2.8452, grad_norm: 2.0281 2020-10-09 22:36:49,011 - mmaction - INFO - Epoch [195][1400/1413] lr: 8.273e-02, eta: 23:57:36, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.4026, top5_acc: 0.6411, loss_cls: 2.8014, loss: 2.8014, grad_norm: 2.0442 2020-10-09 22:37:52,149 - mmaction - INFO - Epoch [196][20/1413] lr: 8.020e-02, eta: 23:57:42, time: 2.509, data_time: 1.516, memory: 8482, top1_acc: 0.4003, top5_acc: 0.6466, loss_cls: 2.7877, loss: 2.7877, grad_norm: 2.0654 2020-10-09 22:38:11,489 - mmaction - INFO - Epoch [196][40/1413] lr: 8.020e-02, eta: 23:57:20, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4043, top5_acc: 0.6439, loss_cls: 2.7740, loss: 2.7740, grad_norm: 2.0556 2020-10-09 22:38:30,821 - mmaction - INFO - Epoch [196][60/1413] lr: 8.020e-02, eta: 23:56:59, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.3961, top5_acc: 0.6379, loss_cls: 2.8106, loss: 2.8106, grad_norm: 2.0911 2020-10-09 22:38:50,161 - mmaction - INFO - Epoch [196][80/1413] lr: 8.020e-02, eta: 23:56:37, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4027, top5_acc: 0.6393, loss_cls: 2.8148, loss: 2.8148, grad_norm: 2.0881 2020-10-09 22:39:09,568 - mmaction - INFO - Epoch [196][100/1413] lr: 8.020e-02, eta: 23:56:16, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4202, top5_acc: 0.6551, loss_cls: 2.7406, loss: 2.7406, grad_norm: 2.0736 2020-10-09 22:39:28,963 - mmaction - INFO - Epoch [196][120/1413] lr: 8.020e-02, eta: 23:55:54, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4098, top5_acc: 0.6544, loss_cls: 2.7331, loss: 2.7331, grad_norm: 2.0441 2020-10-09 22:39:48,363 - mmaction - INFO - Epoch [196][140/1413] lr: 8.020e-02, eta: 23:55:33, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4004, top5_acc: 0.6460, loss_cls: 2.8045, loss: 2.8045, grad_norm: 2.0901 2020-10-09 22:40:07,748 - mmaction - INFO - Epoch [196][160/1413] lr: 8.020e-02, eta: 23:55:12, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4014, top5_acc: 0.6398, loss_cls: 2.8093, loss: 2.8093, grad_norm: 2.0695 2020-10-09 22:40:27,093 - mmaction - INFO - Epoch [196][180/1413] lr: 8.020e-02, eta: 23:54:50, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4168, top5_acc: 0.6483, loss_cls: 2.7440, loss: 2.7440, grad_norm: 2.0835 2020-10-09 22:40:46,421 - mmaction - INFO - Epoch [196][200/1413] lr: 8.020e-02, eta: 23:54:28, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4029, top5_acc: 0.6409, loss_cls: 2.7793, loss: 2.7793, grad_norm: 2.0949 2020-10-09 22:41:05,802 - mmaction - INFO - Epoch [196][220/1413] lr: 8.020e-02, eta: 23:54:07, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3986, top5_acc: 0.6383, loss_cls: 2.8229, loss: 2.8229, grad_norm: 2.0740 2020-10-09 22:41:25,153 - mmaction - INFO - Epoch [196][240/1413] lr: 8.020e-02, eta: 23:53:45, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4130, top5_acc: 0.6426, loss_cls: 2.7990, loss: 2.7990, grad_norm: 2.0581 2020-10-09 22:41:44,490 - mmaction - INFO - Epoch [196][260/1413] lr: 8.020e-02, eta: 23:53:24, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4048, top5_acc: 0.6440, loss_cls: 2.7738, loss: 2.7738, grad_norm: 2.0861 2020-10-09 22:42:03,874 - mmaction - INFO - Epoch [196][280/1413] lr: 8.020e-02, eta: 23:53:03, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4086, top5_acc: 0.6492, loss_cls: 2.7567, loss: 2.7567, grad_norm: 2.0956 2020-10-09 22:42:23,302 - mmaction - INFO - Epoch [196][300/1413] lr: 8.020e-02, eta: 23:52:41, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4069, top5_acc: 0.6419, loss_cls: 2.7848, loss: 2.7848, grad_norm: 2.0595 2020-10-09 22:42:42,679 - mmaction - INFO - Epoch [196][320/1413] lr: 8.020e-02, eta: 23:52:20, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4108, top5_acc: 0.6507, loss_cls: 2.7551, loss: 2.7551, grad_norm: 2.0824 2020-10-09 22:43:02,072 - mmaction - INFO - Epoch [196][340/1413] lr: 8.020e-02, eta: 23:51:58, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4023, top5_acc: 0.6478, loss_cls: 2.7746, loss: 2.7746, grad_norm: 2.0986 2020-10-09 22:43:21,504 - mmaction - INFO - Epoch [196][360/1413] lr: 8.020e-02, eta: 23:51:37, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.4104, top5_acc: 0.6488, loss_cls: 2.7613, loss: 2.7613, grad_norm: 2.0922 2020-10-09 22:43:40,902 - mmaction - INFO - Epoch [196][380/1413] lr: 8.020e-02, eta: 23:51:16, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.3878, top5_acc: 0.6370, loss_cls: 2.8523, loss: 2.8523, grad_norm: 2.1123 2020-10-09 22:44:00,306 - mmaction - INFO - Epoch [196][400/1413] lr: 8.020e-02, eta: 23:50:54, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4092, top5_acc: 0.6417, loss_cls: 2.7557, loss: 2.7557, grad_norm: 2.0829 2020-10-09 22:44:19,698 - mmaction - INFO - Epoch [196][420/1413] lr: 8.020e-02, eta: 23:50:33, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4027, top5_acc: 0.6427, loss_cls: 2.7891, loss: 2.7891, grad_norm: 2.0487 2020-10-09 22:44:39,057 - mmaction - INFO - Epoch [196][440/1413] lr: 8.020e-02, eta: 23:50:11, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4046, top5_acc: 0.6419, loss_cls: 2.8019, loss: 2.8019, grad_norm: 2.0700 2020-10-09 22:44:58,434 - mmaction - INFO - Epoch [196][460/1413] lr: 8.020e-02, eta: 23:49:50, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4117, top5_acc: 0.6438, loss_cls: 2.7727, loss: 2.7727, grad_norm: 2.0669 2020-10-09 22:45:17,829 - mmaction - INFO - Epoch [196][480/1413] lr: 8.020e-02, eta: 23:49:29, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3990, top5_acc: 0.6521, loss_cls: 2.7780, loss: 2.7780, grad_norm: 2.1052 2020-10-09 22:45:37,188 - mmaction - INFO - Epoch [196][500/1413] lr: 8.020e-02, eta: 23:49:07, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3975, top5_acc: 0.6352, loss_cls: 2.8235, loss: 2.8235, grad_norm: 2.1064 2020-10-09 22:45:56,587 - mmaction - INFO - Epoch [196][520/1413] lr: 8.020e-02, eta: 23:48:46, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4013, top5_acc: 0.6448, loss_cls: 2.7847, loss: 2.7847, grad_norm: 2.1004 2020-10-09 22:46:15,976 - mmaction - INFO - Epoch [196][540/1413] lr: 8.020e-02, eta: 23:48:24, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3917, top5_acc: 0.6372, loss_cls: 2.8176, loss: 2.8176, grad_norm: 2.0809 2020-10-09 22:46:35,401 - mmaction - INFO - Epoch [196][560/1413] lr: 8.020e-02, eta: 23:48:03, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4010, top5_acc: 0.6436, loss_cls: 2.7805, loss: 2.7805, grad_norm: 2.0820 2020-10-09 22:46:54,805 - mmaction - INFO - Epoch [196][580/1413] lr: 8.020e-02, eta: 23:47:42, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3948, top5_acc: 0.6376, loss_cls: 2.8200, loss: 2.8200, grad_norm: 2.1365 2020-10-09 22:47:14,199 - mmaction - INFO - Epoch [196][600/1413] lr: 8.020e-02, eta: 23:47:20, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3984, top5_acc: 0.6340, loss_cls: 2.8357, loss: 2.8357, grad_norm: 2.0714 2020-10-09 22:47:33,583 - mmaction - INFO - Epoch [196][620/1413] lr: 8.020e-02, eta: 23:46:59, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3934, top5_acc: 0.6422, loss_cls: 2.8158, loss: 2.8158, grad_norm: 2.0835 2020-10-09 22:47:52,938 - mmaction - INFO - Epoch [196][640/1413] lr: 8.020e-02, eta: 23:46:37, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3923, top5_acc: 0.6292, loss_cls: 2.8528, loss: 2.8528, grad_norm: 2.0497 2020-10-09 22:48:12,341 - mmaction - INFO - Epoch [196][660/1413] lr: 8.020e-02, eta: 23:46:16, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4122, top5_acc: 0.6461, loss_cls: 2.7422, loss: 2.7422, grad_norm: 2.0563 2020-10-09 22:48:31,737 - mmaction - INFO - Epoch [196][680/1413] lr: 8.020e-02, eta: 23:45:55, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3935, top5_acc: 0.6374, loss_cls: 2.8238, loss: 2.8238, grad_norm: 2.0868 2020-10-09 22:48:51,090 - mmaction - INFO - Epoch [196][700/1413] lr: 8.020e-02, eta: 23:45:33, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4025, top5_acc: 0.6436, loss_cls: 2.7870, loss: 2.7870, grad_norm: 2.0911 2020-10-09 22:49:10,511 - mmaction - INFO - Epoch [196][720/1413] lr: 8.020e-02, eta: 23:45:12, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4047, top5_acc: 0.6492, loss_cls: 2.7889, loss: 2.7889, grad_norm: 2.1011 2020-10-09 22:49:29,917 - mmaction - INFO - Epoch [196][740/1413] lr: 8.020e-02, eta: 23:44:51, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4005, top5_acc: 0.6359, loss_cls: 2.8146, loss: 2.8146, grad_norm: 2.0681 2020-10-09 22:49:49,353 - mmaction - INFO - Epoch [196][760/1413] lr: 8.020e-02, eta: 23:44:29, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4025, top5_acc: 0.6387, loss_cls: 2.8072, loss: 2.8072, grad_norm: 2.0809 2020-10-09 22:50:08,727 - mmaction - INFO - Epoch [196][780/1413] lr: 8.020e-02, eta: 23:44:08, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4061, top5_acc: 0.6436, loss_cls: 2.7924, loss: 2.7924, grad_norm: 2.0401 2020-10-09 22:50:28,099 - mmaction - INFO - Epoch [196][800/1413] lr: 8.020e-02, eta: 23:43:47, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3944, top5_acc: 0.6379, loss_cls: 2.8310, loss: 2.8310, grad_norm: 2.0866 2020-10-09 22:50:47,485 - mmaction - INFO - Epoch [196][820/1413] lr: 8.020e-02, eta: 23:43:25, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3984, top5_acc: 0.6378, loss_cls: 2.8168, loss: 2.8168, grad_norm: 2.0696 2020-10-09 22:51:06,819 - mmaction - INFO - Epoch [196][840/1413] lr: 8.020e-02, eta: 23:43:04, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4016, top5_acc: 0.6428, loss_cls: 2.8106, loss: 2.8106, grad_norm: 2.1012 2020-10-09 22:51:26,181 - mmaction - INFO - Epoch [196][860/1413] lr: 8.020e-02, eta: 23:42:42, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3995, top5_acc: 0.6371, loss_cls: 2.8158, loss: 2.8158, grad_norm: 2.0654 2020-10-09 22:51:45,658 - mmaction - INFO - Epoch [196][880/1413] lr: 8.020e-02, eta: 23:42:21, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.4074, top5_acc: 0.6471, loss_cls: 2.7878, loss: 2.7878, grad_norm: 2.0957 2020-10-09 22:52:04,987 - mmaction - INFO - Epoch [196][900/1413] lr: 8.020e-02, eta: 23:42:00, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3904, top5_acc: 0.6344, loss_cls: 2.8342, loss: 2.8342, grad_norm: 2.0914 2020-10-09 22:52:24,367 - mmaction - INFO - Epoch [196][920/1413] lr: 8.020e-02, eta: 23:41:38, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.3874, top5_acc: 0.6328, loss_cls: 2.8667, loss: 2.8667, grad_norm: 2.1082 2020-10-09 22:52:43,764 - mmaction - INFO - Epoch [196][940/1413] lr: 8.020e-02, eta: 23:41:17, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.3967, top5_acc: 0.6368, loss_cls: 2.8242, loss: 2.8242, grad_norm: 2.0786 2020-10-09 22:53:03,173 - mmaction - INFO - Epoch [196][960/1413] lr: 8.020e-02, eta: 23:40:56, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3944, top5_acc: 0.6322, loss_cls: 2.8415, loss: 2.8415, grad_norm: 2.0441 2020-10-09 22:53:22,555 - mmaction - INFO - Epoch [196][980/1413] lr: 8.020e-02, eta: 23:40:34, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4081, top5_acc: 0.6516, loss_cls: 2.7726, loss: 2.7726, grad_norm: 2.0718 2020-10-09 22:53:41,946 - mmaction - INFO - Epoch [196][1000/1413] lr: 8.020e-02, eta: 23:40:13, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.3990, top5_acc: 0.6418, loss_cls: 2.8193, loss: 2.8193, grad_norm: 2.0945 2020-10-09 22:54:01,317 - mmaction - INFO - Epoch [196][1020/1413] lr: 8.020e-02, eta: 23:39:52, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4027, top5_acc: 0.6400, loss_cls: 2.8298, loss: 2.8298, grad_norm: 2.0770 2020-10-09 22:54:20,739 - mmaction - INFO - Epoch [196][1040/1413] lr: 8.020e-02, eta: 23:39:30, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3956, top5_acc: 0.6428, loss_cls: 2.8191, loss: 2.8191, grad_norm: 2.0746 2020-10-09 22:54:40,089 - mmaction - INFO - Epoch [196][1060/1413] lr: 8.020e-02, eta: 23:39:09, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4134, top5_acc: 0.6441, loss_cls: 2.7776, loss: 2.7776, grad_norm: 2.1114 2020-10-09 22:54:59,454 - mmaction - INFO - Epoch [196][1080/1413] lr: 8.020e-02, eta: 23:38:47, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3973, top5_acc: 0.6322, loss_cls: 2.8178, loss: 2.8178, grad_norm: 2.0559 2020-10-09 22:55:18,885 - mmaction - INFO - Epoch [196][1100/1413] lr: 8.020e-02, eta: 23:38:26, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4098, top5_acc: 0.6496, loss_cls: 2.7724, loss: 2.7724, grad_norm: 2.0924 2020-10-09 22:55:38,318 - mmaction - INFO - Epoch [196][1120/1413] lr: 8.020e-02, eta: 23:38:05, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4008, top5_acc: 0.6467, loss_cls: 2.8159, loss: 2.8159, grad_norm: 2.0612 2020-10-09 22:55:57,688 - mmaction - INFO - Epoch [196][1140/1413] lr: 8.020e-02, eta: 23:37:44, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3932, top5_acc: 0.6414, loss_cls: 2.8109, loss: 2.8109, grad_norm: 2.0952 2020-10-09 22:56:17,116 - mmaction - INFO - Epoch [196][1160/1413] lr: 8.020e-02, eta: 23:37:22, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4017, top5_acc: 0.6310, loss_cls: 2.8243, loss: 2.8243, grad_norm: 2.0489 2020-10-09 22:56:36,516 - mmaction - INFO - Epoch [196][1180/1413] lr: 8.020e-02, eta: 23:37:01, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4004, top5_acc: 0.6358, loss_cls: 2.7966, loss: 2.7966, grad_norm: 2.0992 2020-10-09 22:56:55,891 - mmaction - INFO - Epoch [196][1200/1413] lr: 8.020e-02, eta: 23:36:40, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4001, top5_acc: 0.6431, loss_cls: 2.8152, loss: 2.8152, grad_norm: 2.0833 2020-10-09 22:57:15,230 - mmaction - INFO - Epoch [196][1220/1413] lr: 8.020e-02, eta: 23:36:18, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.3883, top5_acc: 0.6267, loss_cls: 2.8715, loss: 2.8715, grad_norm: 2.0583 2020-10-09 22:57:34,559 - mmaction - INFO - Epoch [196][1240/1413] lr: 8.020e-02, eta: 23:35:57, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4023, top5_acc: 0.6500, loss_cls: 2.7647, loss: 2.7647, grad_norm: 2.0732 2020-10-09 22:57:53,999 - mmaction - INFO - Epoch [196][1260/1413] lr: 8.020e-02, eta: 23:35:36, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3969, top5_acc: 0.6427, loss_cls: 2.8227, loss: 2.8227, grad_norm: 2.0974 2020-10-09 22:58:13,435 - mmaction - INFO - Epoch [196][1280/1413] lr: 8.020e-02, eta: 23:35:14, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4033, top5_acc: 0.6484, loss_cls: 2.7874, loss: 2.7874, grad_norm: 2.0709 2020-10-09 22:58:32,800 - mmaction - INFO - Epoch [196][1300/1413] lr: 8.020e-02, eta: 23:34:53, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4046, top5_acc: 0.6461, loss_cls: 2.7748, loss: 2.7748, grad_norm: 2.1091 2020-10-09 22:58:52,284 - mmaction - INFO - Epoch [196][1320/1413] lr: 8.020e-02, eta: 23:34:32, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.4057, top5_acc: 0.6501, loss_cls: 2.7826, loss: 2.7826, grad_norm: 2.0862 2020-10-09 22:59:11,638 - mmaction - INFO - Epoch [196][1340/1413] lr: 8.020e-02, eta: 23:34:10, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3923, top5_acc: 0.6358, loss_cls: 2.8293, loss: 2.8293, grad_norm: 2.0620 2020-10-09 22:59:31,017 - mmaction - INFO - Epoch [196][1360/1413] lr: 8.020e-02, eta: 23:33:49, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4047, top5_acc: 0.6469, loss_cls: 2.7744, loss: 2.7744, grad_norm: 2.1002 2020-10-09 22:59:50,446 - mmaction - INFO - Epoch [196][1380/1413] lr: 8.020e-02, eta: 23:33:28, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3949, top5_acc: 0.6309, loss_cls: 2.8537, loss: 2.8537, grad_norm: 2.0913 2020-10-09 23:00:10,936 - mmaction - INFO - Epoch [196][1400/1413] lr: 8.020e-02, eta: 23:33:09, time: 1.026, data_time: 0.002, memory: 8482, top1_acc: 0.3945, top5_acc: 0.6331, loss_cls: 2.8261, loss: 2.8261, grad_norm: 2.1402 2020-10-09 23:01:19,826 - mmaction - INFO - Epoch [197][20/1413] lr: 7.771e-02, eta: 23:33:22, time: 2.731, data_time: 1.662, memory: 8482, top1_acc: 0.4044, top5_acc: 0.6497, loss_cls: 2.7720, loss: 2.7720, grad_norm: 2.0949 2020-10-09 23:01:39,230 - mmaction - INFO - Epoch [197][40/1413] lr: 7.771e-02, eta: 23:33:01, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4059, top5_acc: 0.6428, loss_cls: 2.7889, loss: 2.7889, grad_norm: 2.1121 2020-10-09 23:01:58,571 - mmaction - INFO - Epoch [197][60/1413] lr: 7.771e-02, eta: 23:32:40, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4004, top5_acc: 0.6411, loss_cls: 2.7924, loss: 2.7924, grad_norm: 2.0834 2020-10-09 23:02:17,925 - mmaction - INFO - Epoch [197][80/1413] lr: 7.771e-02, eta: 23:32:18, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.4086, top5_acc: 0.6500, loss_cls: 2.7750, loss: 2.7750, grad_norm: 2.1267 2020-10-09 23:02:37,306 - mmaction - INFO - Epoch [197][100/1413] lr: 7.771e-02, eta: 23:31:57, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4135, top5_acc: 0.6525, loss_cls: 2.7610, loss: 2.7610, grad_norm: 2.0832 2020-10-09 23:02:56,686 - mmaction - INFO - Epoch [197][120/1413] lr: 7.771e-02, eta: 23:31:36, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4036, top5_acc: 0.6423, loss_cls: 2.7942, loss: 2.7942, grad_norm: 2.0969 2020-10-09 23:03:16,120 - mmaction - INFO - Epoch [197][140/1413] lr: 7.771e-02, eta: 23:31:14, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4061, top5_acc: 0.6517, loss_cls: 2.7517, loss: 2.7517, grad_norm: 2.1019 2020-10-09 23:03:35,467 - mmaction - INFO - Epoch [197][160/1413] lr: 7.771e-02, eta: 23:30:53, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4069, top5_acc: 0.6521, loss_cls: 2.7676, loss: 2.7676, grad_norm: 2.1054 2020-10-09 23:03:54,878 - mmaction - INFO - Epoch [197][180/1413] lr: 7.771e-02, eta: 23:30:32, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4147, top5_acc: 0.6568, loss_cls: 2.7150, loss: 2.7150, grad_norm: 2.0888 2020-10-09 23:04:14,262 - mmaction - INFO - Epoch [197][200/1413] lr: 7.771e-02, eta: 23:30:10, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4009, top5_acc: 0.6500, loss_cls: 2.7736, loss: 2.7736, grad_norm: 2.1000 2020-10-09 23:04:33,588 - mmaction - INFO - Epoch [197][220/1413] lr: 7.771e-02, eta: 23:29:49, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4158, top5_acc: 0.6544, loss_cls: 2.7306, loss: 2.7306, grad_norm: 2.0672 2020-10-09 23:04:52,950 - mmaction - INFO - Epoch [197][240/1413] lr: 7.771e-02, eta: 23:29:27, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4096, top5_acc: 0.6457, loss_cls: 2.7661, loss: 2.7661, grad_norm: 2.1153 2020-10-09 23:05:12,388 - mmaction - INFO - Epoch [197][260/1413] lr: 7.771e-02, eta: 23:29:06, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3996, top5_acc: 0.6366, loss_cls: 2.8004, loss: 2.8004, grad_norm: 2.1109 2020-10-09 23:05:31,682 - mmaction - INFO - Epoch [197][280/1413] lr: 7.771e-02, eta: 23:28:45, time: 0.966, data_time: 0.003, memory: 8482, top1_acc: 0.4030, top5_acc: 0.6457, loss_cls: 2.7869, loss: 2.7869, grad_norm: 2.1177 2020-10-09 23:05:51,028 - mmaction - INFO - Epoch [197][300/1413] lr: 7.771e-02, eta: 23:28:23, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3956, top5_acc: 0.6408, loss_cls: 2.8463, loss: 2.8463, grad_norm: 2.0813 2020-10-09 23:06:10,401 - mmaction - INFO - Epoch [197][320/1413] lr: 7.771e-02, eta: 23:28:02, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3961, top5_acc: 0.6487, loss_cls: 2.7934, loss: 2.7934, grad_norm: 2.1117 2020-10-09 23:06:29,851 - mmaction - INFO - Epoch [197][340/1413] lr: 7.771e-02, eta: 23:27:41, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3960, top5_acc: 0.6437, loss_cls: 2.7959, loss: 2.7959, grad_norm: 2.0646 2020-10-09 23:06:49,262 - mmaction - INFO - Epoch [197][360/1413] lr: 7.771e-02, eta: 23:27:19, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.3986, top5_acc: 0.6475, loss_cls: 2.7787, loss: 2.7787, grad_norm: 2.1206 2020-10-09 23:07:08,688 - mmaction - INFO - Epoch [197][380/1413] lr: 7.771e-02, eta: 23:26:58, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.3978, top5_acc: 0.6398, loss_cls: 2.8144, loss: 2.8144, grad_norm: 2.1117 2020-10-09 23:07:28,036 - mmaction - INFO - Epoch [197][400/1413] lr: 7.771e-02, eta: 23:26:37, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4103, top5_acc: 0.6378, loss_cls: 2.8037, loss: 2.8037, grad_norm: 2.1131 2020-10-09 23:07:47,474 - mmaction - INFO - Epoch [197][420/1413] lr: 7.771e-02, eta: 23:26:16, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.3960, top5_acc: 0.6311, loss_cls: 2.8556, loss: 2.8556, grad_norm: 2.1188 2020-10-09 23:08:06,864 - mmaction - INFO - Epoch [197][440/1413] lr: 7.771e-02, eta: 23:25:54, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4059, top5_acc: 0.6488, loss_cls: 2.7694, loss: 2.7694, grad_norm: 2.1031 2020-10-09 23:08:26,307 - mmaction - INFO - Epoch [197][460/1413] lr: 7.771e-02, eta: 23:25:33, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4147, top5_acc: 0.6535, loss_cls: 2.7292, loss: 2.7292, grad_norm: 2.0988 2020-10-09 23:08:45,657 - mmaction - INFO - Epoch [197][480/1413] lr: 7.771e-02, eta: 23:25:12, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4090, top5_acc: 0.6441, loss_cls: 2.7775, loss: 2.7775, grad_norm: 2.0900 2020-10-09 23:09:05,014 - mmaction - INFO - Epoch [197][500/1413] lr: 7.771e-02, eta: 23:24:50, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4120, top5_acc: 0.6486, loss_cls: 2.7548, loss: 2.7548, grad_norm: 2.1046 2020-10-09 23:09:24,380 - mmaction - INFO - Epoch [197][520/1413] lr: 7.771e-02, eta: 23:24:29, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4083, top5_acc: 0.6402, loss_cls: 2.7833, loss: 2.7833, grad_norm: 2.0634 2020-10-09 23:09:43,790 - mmaction - INFO - Epoch [197][540/1413] lr: 7.771e-02, eta: 23:24:08, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4052, top5_acc: 0.6385, loss_cls: 2.7846, loss: 2.7846, grad_norm: 2.1020 2020-10-09 23:10:03,223 - mmaction - INFO - Epoch [197][560/1413] lr: 7.771e-02, eta: 23:23:47, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4033, top5_acc: 0.6426, loss_cls: 2.7868, loss: 2.7868, grad_norm: 2.0868 2020-10-09 23:10:22,608 - mmaction - INFO - Epoch [197][580/1413] lr: 7.771e-02, eta: 23:23:25, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4039, top5_acc: 0.6496, loss_cls: 2.7570, loss: 2.7570, grad_norm: 2.1120 2020-10-09 23:10:41,975 - mmaction - INFO - Epoch [197][600/1413] lr: 7.771e-02, eta: 23:23:04, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3953, top5_acc: 0.6340, loss_cls: 2.8312, loss: 2.8312, grad_norm: 2.1130 2020-10-09 23:11:01,336 - mmaction - INFO - Epoch [197][620/1413] lr: 7.771e-02, eta: 23:22:43, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4018, top5_acc: 0.6359, loss_cls: 2.7765, loss: 2.7765, grad_norm: 2.1100 2020-10-09 23:11:20,742 - mmaction - INFO - Epoch [197][640/1413] lr: 7.771e-02, eta: 23:22:21, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4078, top5_acc: 0.6497, loss_cls: 2.7580, loss: 2.7580, grad_norm: 2.1131 2020-10-09 23:11:40,105 - mmaction - INFO - Epoch [197][660/1413] lr: 7.771e-02, eta: 23:22:00, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4051, top5_acc: 0.6546, loss_cls: 2.7683, loss: 2.7683, grad_norm: 2.1027 2020-10-09 23:11:59,505 - mmaction - INFO - Epoch [197][680/1413] lr: 7.771e-02, eta: 23:21:39, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4018, top5_acc: 0.6415, loss_cls: 2.7936, loss: 2.7936, grad_norm: 2.1392 2020-10-09 23:12:18,868 - mmaction - INFO - Epoch [197][700/1413] lr: 7.771e-02, eta: 23:21:17, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4064, top5_acc: 0.6521, loss_cls: 2.7712, loss: 2.7712, grad_norm: 2.1170 2020-10-09 23:12:38,213 - mmaction - INFO - Epoch [197][720/1413] lr: 7.771e-02, eta: 23:20:56, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.3983, top5_acc: 0.6370, loss_cls: 2.8181, loss: 2.8181, grad_norm: 2.0913 2020-10-09 23:12:57,604 - mmaction - INFO - Epoch [197][740/1413] lr: 7.771e-02, eta: 23:20:35, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4159, top5_acc: 0.6488, loss_cls: 2.7340, loss: 2.7340, grad_norm: 2.0797 2020-10-09 23:13:17,019 - mmaction - INFO - Epoch [197][760/1413] lr: 7.771e-02, eta: 23:20:14, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4094, top5_acc: 0.6487, loss_cls: 2.7641, loss: 2.7641, grad_norm: 2.1024 2020-10-09 23:13:36,422 - mmaction - INFO - Epoch [197][780/1413] lr: 7.771e-02, eta: 23:19:52, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4009, top5_acc: 0.6384, loss_cls: 2.8067, loss: 2.8067, grad_norm: 2.0957 2020-10-09 23:13:55,809 - mmaction - INFO - Epoch [197][800/1413] lr: 7.771e-02, eta: 23:19:31, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4007, top5_acc: 0.6428, loss_cls: 2.8106, loss: 2.8106, grad_norm: 2.0993 2020-10-09 23:14:15,152 - mmaction - INFO - Epoch [197][820/1413] lr: 7.771e-02, eta: 23:19:10, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.3990, top5_acc: 0.6388, loss_cls: 2.8279, loss: 2.8279, grad_norm: 2.0939 2020-10-09 23:14:34,533 - mmaction - INFO - Epoch [197][840/1413] lr: 7.771e-02, eta: 23:18:48, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4038, top5_acc: 0.6389, loss_cls: 2.8056, loss: 2.8056, grad_norm: 2.0996 2020-10-09 23:14:53,902 - mmaction - INFO - Epoch [197][860/1413] lr: 7.771e-02, eta: 23:18:27, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4100, top5_acc: 0.6466, loss_cls: 2.7537, loss: 2.7537, grad_norm: 2.1028 2020-10-09 23:15:13,318 - mmaction - INFO - Epoch [197][880/1413] lr: 7.771e-02, eta: 23:18:06, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4065, top5_acc: 0.6411, loss_cls: 2.8262, loss: 2.8262, grad_norm: 2.1102 2020-10-09 23:15:32,710 - mmaction - INFO - Epoch [197][900/1413] lr: 7.771e-02, eta: 23:17:45, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.3951, top5_acc: 0.6451, loss_cls: 2.7860, loss: 2.7860, grad_norm: 2.0965 2020-10-09 23:15:52,089 - mmaction - INFO - Epoch [197][920/1413] lr: 7.771e-02, eta: 23:17:23, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3967, top5_acc: 0.6362, loss_cls: 2.8214, loss: 2.8214, grad_norm: 2.1033 2020-10-09 23:16:11,490 - mmaction - INFO - Epoch [197][940/1413] lr: 7.771e-02, eta: 23:17:02, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3984, top5_acc: 0.6392, loss_cls: 2.8140, loss: 2.8140, grad_norm: 2.1358 2020-10-09 23:16:30,904 - mmaction - INFO - Epoch [197][960/1413] lr: 7.771e-02, eta: 23:16:41, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4036, top5_acc: 0.6456, loss_cls: 2.7878, loss: 2.7878, grad_norm: 2.1057 2020-10-09 23:16:50,283 - mmaction - INFO - Epoch [197][980/1413] lr: 7.771e-02, eta: 23:16:20, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.3957, top5_acc: 0.6349, loss_cls: 2.8425, loss: 2.8425, grad_norm: 2.1218 2020-10-09 23:17:09,721 - mmaction - INFO - Epoch [197][1000/1413] lr: 7.771e-02, eta: 23:15:59, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4130, top5_acc: 0.6434, loss_cls: 2.7837, loss: 2.7837, grad_norm: 2.0930 2020-10-09 23:17:29,041 - mmaction - INFO - Epoch [197][1020/1413] lr: 7.771e-02, eta: 23:15:37, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3958, top5_acc: 0.6316, loss_cls: 2.8509, loss: 2.8509, grad_norm: 2.1435 2020-10-09 23:17:48,371 - mmaction - INFO - Epoch [197][1040/1413] lr: 7.771e-02, eta: 23:15:16, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.3967, top5_acc: 0.6324, loss_cls: 2.8517, loss: 2.8517, grad_norm: 2.0843 2020-10-09 23:18:07,745 - mmaction - INFO - Epoch [197][1060/1413] lr: 7.771e-02, eta: 23:14:55, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4078, top5_acc: 0.6421, loss_cls: 2.7899, loss: 2.7899, grad_norm: 2.0919 2020-10-09 23:18:27,158 - mmaction - INFO - Epoch [197][1080/1413] lr: 7.771e-02, eta: 23:14:33, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4151, top5_acc: 0.6552, loss_cls: 2.7211, loss: 2.7211, grad_norm: 2.1087 2020-10-09 23:18:46,531 - mmaction - INFO - Epoch [197][1100/1413] lr: 7.771e-02, eta: 23:14:12, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3997, top5_acc: 0.6371, loss_cls: 2.8369, loss: 2.8369, grad_norm: 2.1288 2020-10-09 23:19:05,939 - mmaction - INFO - Epoch [197][1120/1413] lr: 7.771e-02, eta: 23:13:51, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4033, top5_acc: 0.6449, loss_cls: 2.7863, loss: 2.7863, grad_norm: 2.1201 2020-10-09 23:19:25,241 - mmaction - INFO - Epoch [197][1140/1413] lr: 7.771e-02, eta: 23:13:30, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.4022, top5_acc: 0.6447, loss_cls: 2.7895, loss: 2.7895, grad_norm: 2.1248 2020-10-09 23:19:44,679 - mmaction - INFO - Epoch [197][1160/1413] lr: 7.771e-02, eta: 23:13:08, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4029, top5_acc: 0.6398, loss_cls: 2.8103, loss: 2.8103, grad_norm: 2.1332 2020-10-09 23:20:04,140 - mmaction - INFO - Epoch [197][1180/1413] lr: 7.771e-02, eta: 23:12:47, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.3982, top5_acc: 0.6396, loss_cls: 2.8165, loss: 2.8165, grad_norm: 2.1201 2020-10-09 23:20:23,495 - mmaction - INFO - Epoch [197][1200/1413] lr: 7.771e-02, eta: 23:12:26, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.3999, top5_acc: 0.6389, loss_cls: 2.8165, loss: 2.8165, grad_norm: 2.1194 2020-10-09 23:20:42,881 - mmaction - INFO - Epoch [197][1220/1413] lr: 7.771e-02, eta: 23:12:05, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4043, top5_acc: 0.6448, loss_cls: 2.7963, loss: 2.7963, grad_norm: 2.0791 2020-10-09 23:21:02,299 - mmaction - INFO - Epoch [197][1240/1413] lr: 7.771e-02, eta: 23:11:44, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4027, top5_acc: 0.6499, loss_cls: 2.7570, loss: 2.7570, grad_norm: 2.0986 2020-10-09 23:21:21,732 - mmaction - INFO - Epoch [197][1260/1413] lr: 7.771e-02, eta: 23:11:22, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4020, top5_acc: 0.6411, loss_cls: 2.8024, loss: 2.8024, grad_norm: 2.1194 2020-10-09 23:21:41,107 - mmaction - INFO - Epoch [197][1280/1413] lr: 7.771e-02, eta: 23:11:01, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4108, top5_acc: 0.6435, loss_cls: 2.7939, loss: 2.7939, grad_norm: 2.0908 2020-10-09 23:22:00,522 - mmaction - INFO - Epoch [197][1300/1413] lr: 7.771e-02, eta: 23:10:40, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4117, top5_acc: 0.6561, loss_cls: 2.7102, loss: 2.7102, grad_norm: 2.0987 2020-10-09 23:22:19,949 - mmaction - INFO - Epoch [197][1320/1413] lr: 7.771e-02, eta: 23:10:19, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4082, top5_acc: 0.6520, loss_cls: 2.7655, loss: 2.7655, grad_norm: 2.1169 2020-10-09 23:22:39,371 - mmaction - INFO - Epoch [197][1340/1413] lr: 7.771e-02, eta: 23:09:58, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4083, top5_acc: 0.6521, loss_cls: 2.7459, loss: 2.7459, grad_norm: 2.1062 2020-10-09 23:22:58,789 - mmaction - INFO - Epoch [197][1360/1413] lr: 7.771e-02, eta: 23:09:37, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.3917, top5_acc: 0.6313, loss_cls: 2.8344, loss: 2.8344, grad_norm: 2.1207 2020-10-09 23:23:18,140 - mmaction - INFO - Epoch [197][1380/1413] lr: 7.771e-02, eta: 23:09:15, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.3983, top5_acc: 0.6410, loss_cls: 2.8034, loss: 2.8034, grad_norm: 2.1097 2020-10-09 23:23:37,518 - mmaction - INFO - Epoch [197][1400/1413] lr: 7.771e-02, eta: 23:08:54, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4003, top5_acc: 0.6414, loss_cls: 2.8111, loss: 2.8111, grad_norm: 2.0983 2020-10-09 23:24:41,126 - mmaction - INFO - Epoch [198][20/1413] lr: 7.526e-02, eta: 23:08:57, time: 2.530, data_time: 1.531, memory: 8482, top1_acc: 0.4117, top5_acc: 0.6406, loss_cls: 2.8219, loss: 2.8219, grad_norm: 2.1354 2020-10-09 23:25:00,425 - mmaction - INFO - Epoch [198][40/1413] lr: 7.526e-02, eta: 23:08:35, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.4133, top5_acc: 0.6547, loss_cls: 2.7307, loss: 2.7307, grad_norm: 2.1175 2020-10-09 23:25:19,749 - mmaction - INFO - Epoch [198][60/1413] lr: 7.526e-02, eta: 23:08:14, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4159, top5_acc: 0.6521, loss_cls: 2.7444, loss: 2.7444, grad_norm: 2.1014 2020-10-09 23:25:39,049 - mmaction - INFO - Epoch [198][80/1413] lr: 7.526e-02, eta: 23:07:53, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.4132, top5_acc: 0.6569, loss_cls: 2.7166, loss: 2.7166, grad_norm: 2.1357 2020-10-09 23:25:58,371 - mmaction - INFO - Epoch [198][100/1413] lr: 7.526e-02, eta: 23:07:31, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4042, top5_acc: 0.6482, loss_cls: 2.7822, loss: 2.7822, grad_norm: 2.1181 2020-10-09 23:26:17,689 - mmaction - INFO - Epoch [198][120/1413] lr: 7.526e-02, eta: 23:07:10, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4111, top5_acc: 0.6510, loss_cls: 2.7487, loss: 2.7487, grad_norm: 2.1160 2020-10-09 23:26:37,107 - mmaction - INFO - Epoch [198][140/1413] lr: 7.526e-02, eta: 23:06:49, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4043, top5_acc: 0.6474, loss_cls: 2.7564, loss: 2.7564, grad_norm: 2.1276 2020-10-09 23:26:56,459 - mmaction - INFO - Epoch [198][160/1413] lr: 7.526e-02, eta: 23:06:27, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4014, top5_acc: 0.6400, loss_cls: 2.7886, loss: 2.7886, grad_norm: 2.1535 2020-10-09 23:27:15,808 - mmaction - INFO - Epoch [198][180/1413] lr: 7.526e-02, eta: 23:06:06, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4206, top5_acc: 0.6569, loss_cls: 2.7098, loss: 2.7098, grad_norm: 2.0939 2020-10-09 23:27:35,192 - mmaction - INFO - Epoch [198][200/1413] lr: 7.526e-02, eta: 23:05:45, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4076, top5_acc: 0.6555, loss_cls: 2.7283, loss: 2.7283, grad_norm: 2.1253 2020-10-09 23:27:54,560 - mmaction - INFO - Epoch [198][220/1413] lr: 7.526e-02, eta: 23:05:24, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.3980, top5_acc: 0.6477, loss_cls: 2.7996, loss: 2.7996, grad_norm: 2.1214 2020-10-09 23:28:13,968 - mmaction - INFO - Epoch [198][240/1413] lr: 7.526e-02, eta: 23:05:03, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4141, top5_acc: 0.6464, loss_cls: 2.7713, loss: 2.7713, grad_norm: 2.0990 2020-10-09 23:28:33,262 - mmaction - INFO - Epoch [198][260/1413] lr: 7.526e-02, eta: 23:04:41, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.4193, top5_acc: 0.6595, loss_cls: 2.7156, loss: 2.7156, grad_norm: 2.1070 2020-10-09 23:28:52,627 - mmaction - INFO - Epoch [198][280/1413] lr: 7.526e-02, eta: 23:04:20, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3967, top5_acc: 0.6432, loss_cls: 2.8116, loss: 2.8116, grad_norm: 2.1546 2020-10-09 23:29:11,989 - mmaction - INFO - Epoch [198][300/1413] lr: 7.526e-02, eta: 23:03:59, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4143, top5_acc: 0.6488, loss_cls: 2.7692, loss: 2.7692, grad_norm: 2.0770 2020-10-09 23:29:31,338 - mmaction - INFO - Epoch [198][320/1413] lr: 7.526e-02, eta: 23:03:37, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4168, top5_acc: 0.6470, loss_cls: 2.7568, loss: 2.7568, grad_norm: 2.1169 2020-10-09 23:29:50,772 - mmaction - INFO - Epoch [198][340/1413] lr: 7.526e-02, eta: 23:03:16, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.3932, top5_acc: 0.6326, loss_cls: 2.8251, loss: 2.8251, grad_norm: 2.1534 2020-10-09 23:30:10,129 - mmaction - INFO - Epoch [198][360/1413] lr: 7.526e-02, eta: 23:02:55, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3973, top5_acc: 0.6405, loss_cls: 2.8306, loss: 2.8306, grad_norm: 2.1301 2020-10-09 23:30:29,547 - mmaction - INFO - Epoch [198][380/1413] lr: 7.526e-02, eta: 23:02:34, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4021, top5_acc: 0.6444, loss_cls: 2.7721, loss: 2.7721, grad_norm: 2.1208 2020-10-09 23:30:48,948 - mmaction - INFO - Epoch [198][400/1413] lr: 7.526e-02, eta: 23:02:13, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4048, top5_acc: 0.6391, loss_cls: 2.7856, loss: 2.7856, grad_norm: 2.1356 2020-10-09 23:31:08,328 - mmaction - INFO - Epoch [198][420/1413] lr: 7.526e-02, eta: 23:01:51, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4036, top5_acc: 0.6448, loss_cls: 2.8032, loss: 2.8032, grad_norm: 2.1412 2020-10-09 23:31:27,655 - mmaction - INFO - Epoch [198][440/1413] lr: 7.526e-02, eta: 23:01:30, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4109, top5_acc: 0.6509, loss_cls: 2.7518, loss: 2.7518, grad_norm: 2.1326 2020-10-09 23:31:47,000 - mmaction - INFO - Epoch [198][460/1413] lr: 7.526e-02, eta: 23:01:09, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4092, top5_acc: 0.6542, loss_cls: 2.7481, loss: 2.7481, grad_norm: 2.1008 2020-10-09 23:32:06,421 - mmaction - INFO - Epoch [198][480/1413] lr: 7.526e-02, eta: 23:00:48, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4030, top5_acc: 0.6439, loss_cls: 2.8002, loss: 2.8002, grad_norm: 2.1612 2020-10-09 23:32:25,773 - mmaction - INFO - Epoch [198][500/1413] lr: 7.526e-02, eta: 23:00:26, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4083, top5_acc: 0.6478, loss_cls: 2.7577, loss: 2.7577, grad_norm: 2.0994 2020-10-09 23:32:45,158 - mmaction - INFO - Epoch [198][520/1413] lr: 7.526e-02, eta: 23:00:05, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4072, top5_acc: 0.6493, loss_cls: 2.7629, loss: 2.7629, grad_norm: 2.1196 2020-10-09 23:33:04,600 - mmaction - INFO - Epoch [198][540/1413] lr: 7.526e-02, eta: 22:59:44, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.4077, top5_acc: 0.6510, loss_cls: 2.7513, loss: 2.7513, grad_norm: 2.1497 2020-10-09 23:33:24,010 - mmaction - INFO - Epoch [198][560/1413] lr: 7.526e-02, eta: 22:59:23, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4052, top5_acc: 0.6474, loss_cls: 2.7715, loss: 2.7715, grad_norm: 2.0970 2020-10-09 23:33:43,411 - mmaction - INFO - Epoch [198][580/1413] lr: 7.526e-02, eta: 22:59:02, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4124, top5_acc: 0.6527, loss_cls: 2.7381, loss: 2.7381, grad_norm: 2.1353 2020-10-09 23:34:02,806 - mmaction - INFO - Epoch [198][600/1413] lr: 7.526e-02, eta: 22:58:41, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4122, top5_acc: 0.6430, loss_cls: 2.7726, loss: 2.7726, grad_norm: 2.1117 2020-10-09 23:34:22,220 - mmaction - INFO - Epoch [198][620/1413] lr: 7.526e-02, eta: 22:58:19, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4051, top5_acc: 0.6421, loss_cls: 2.7823, loss: 2.7823, grad_norm: 2.1317 2020-10-09 23:34:41,551 - mmaction - INFO - Epoch [198][640/1413] lr: 7.526e-02, eta: 22:57:58, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4115, top5_acc: 0.6500, loss_cls: 2.7623, loss: 2.7623, grad_norm: 2.1263 2020-10-09 23:35:00,951 - mmaction - INFO - Epoch [198][660/1413] lr: 7.526e-02, eta: 22:57:37, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4143, top5_acc: 0.6512, loss_cls: 2.7472, loss: 2.7472, grad_norm: 2.0973 2020-10-09 23:35:20,298 - mmaction - INFO - Epoch [198][680/1413] lr: 7.526e-02, eta: 22:57:16, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4033, top5_acc: 0.6411, loss_cls: 2.8017, loss: 2.8017, grad_norm: 2.1605 2020-10-09 23:35:39,700 - mmaction - INFO - Epoch [198][700/1413] lr: 7.526e-02, eta: 22:56:55, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4085, top5_acc: 0.6379, loss_cls: 2.8022, loss: 2.8022, grad_norm: 2.1230 2020-10-09 23:35:59,109 - mmaction - INFO - Epoch [198][720/1413] lr: 7.526e-02, eta: 22:56:33, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4056, top5_acc: 0.6424, loss_cls: 2.7901, loss: 2.7901, grad_norm: 2.1343 2020-10-09 23:36:18,518 - mmaction - INFO - Epoch [198][740/1413] lr: 7.526e-02, eta: 22:56:12, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4047, top5_acc: 0.6530, loss_cls: 2.7506, loss: 2.7506, grad_norm: 2.1203 2020-10-09 23:36:37,934 - mmaction - INFO - Epoch [198][760/1413] lr: 7.526e-02, eta: 22:55:51, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4059, top5_acc: 0.6497, loss_cls: 2.7530, loss: 2.7530, grad_norm: 2.1430 2020-10-09 23:36:57,336 - mmaction - INFO - Epoch [198][780/1413] lr: 7.526e-02, eta: 22:55:30, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4089, top5_acc: 0.6473, loss_cls: 2.7603, loss: 2.7603, grad_norm: 2.1285 2020-10-09 23:37:16,769 - mmaction - INFO - Epoch [198][800/1413] lr: 7.526e-02, eta: 22:55:09, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4023, top5_acc: 0.6393, loss_cls: 2.8042, loss: 2.8042, grad_norm: 2.1601 2020-10-09 23:37:36,183 - mmaction - INFO - Epoch [198][820/1413] lr: 7.526e-02, eta: 22:54:48, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4009, top5_acc: 0.6419, loss_cls: 2.7794, loss: 2.7794, grad_norm: 2.1342 2020-10-09 23:37:55,546 - mmaction - INFO - Epoch [198][840/1413] lr: 7.526e-02, eta: 22:54:27, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.3971, top5_acc: 0.6424, loss_cls: 2.7906, loss: 2.7906, grad_norm: 2.1538 2020-10-09 23:38:14,933 - mmaction - INFO - Epoch [198][860/1413] lr: 7.526e-02, eta: 22:54:06, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4034, top5_acc: 0.6449, loss_cls: 2.7854, loss: 2.7854, grad_norm: 2.1324 2020-10-09 23:38:34,245 - mmaction - INFO - Epoch [198][880/1413] lr: 7.526e-02, eta: 22:53:44, time: 0.965, data_time: 0.001, memory: 8482, top1_acc: 0.4159, top5_acc: 0.6561, loss_cls: 2.7148, loss: 2.7148, grad_norm: 2.1611 2020-10-09 23:38:53,668 - mmaction - INFO - Epoch [198][900/1413] lr: 7.526e-02, eta: 22:53:23, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4016, top5_acc: 0.6458, loss_cls: 2.8078, loss: 2.8078, grad_norm: 2.1635 2020-10-09 23:39:13,040 - mmaction - INFO - Epoch [198][920/1413] lr: 7.526e-02, eta: 22:53:02, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4042, top5_acc: 0.6447, loss_cls: 2.7807, loss: 2.7807, grad_norm: 2.1202 2020-10-09 23:39:32,457 - mmaction - INFO - Epoch [198][940/1413] lr: 7.526e-02, eta: 22:52:41, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4016, top5_acc: 0.6436, loss_cls: 2.7910, loss: 2.7910, grad_norm: 2.1474 2020-10-09 23:39:51,864 - mmaction - INFO - Epoch [198][960/1413] lr: 7.526e-02, eta: 22:52:20, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4085, top5_acc: 0.6516, loss_cls: 2.7726, loss: 2.7726, grad_norm: 2.1430 2020-10-09 23:40:11,339 - mmaction - INFO - Epoch [198][980/1413] lr: 7.526e-02, eta: 22:51:59, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.4044, top5_acc: 0.6424, loss_cls: 2.7675, loss: 2.7675, grad_norm: 2.1275 2020-10-09 23:40:30,732 - mmaction - INFO - Epoch [198][1000/1413] lr: 7.526e-02, eta: 22:51:38, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4146, top5_acc: 0.6466, loss_cls: 2.7252, loss: 2.7252, grad_norm: 2.1390 2020-10-09 23:40:50,145 - mmaction - INFO - Epoch [198][1020/1413] lr: 7.526e-02, eta: 22:51:16, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4046, top5_acc: 0.6406, loss_cls: 2.7960, loss: 2.7960, grad_norm: 2.1404 2020-10-09 23:41:09,507 - mmaction - INFO - Epoch [198][1040/1413] lr: 7.526e-02, eta: 22:50:55, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4116, top5_acc: 0.6534, loss_cls: 2.7542, loss: 2.7542, grad_norm: 2.1197 2020-10-09 23:41:28,843 - mmaction - INFO - Epoch [198][1060/1413] lr: 7.526e-02, eta: 22:50:34, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.4111, top5_acc: 0.6444, loss_cls: 2.7770, loss: 2.7770, grad_norm: 2.1153 2020-10-09 23:41:48,237 - mmaction - INFO - Epoch [198][1080/1413] lr: 7.526e-02, eta: 22:50:13, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4150, top5_acc: 0.6409, loss_cls: 2.7672, loss: 2.7672, grad_norm: 2.1071 2020-10-09 23:42:07,571 - mmaction - INFO - Epoch [198][1100/1413] lr: 7.526e-02, eta: 22:49:52, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4060, top5_acc: 0.6436, loss_cls: 2.7724, loss: 2.7724, grad_norm: 2.1292 2020-10-09 23:42:26,942 - mmaction - INFO - Epoch [198][1120/1413] lr: 7.526e-02, eta: 22:49:31, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4022, top5_acc: 0.6365, loss_cls: 2.8132, loss: 2.8132, grad_norm: 2.1783 2020-10-09 23:42:46,336 - mmaction - INFO - Epoch [198][1140/1413] lr: 7.526e-02, eta: 22:49:09, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4060, top5_acc: 0.6418, loss_cls: 2.8023, loss: 2.8023, grad_norm: 2.1114 2020-10-09 23:43:05,763 - mmaction - INFO - Epoch [198][1160/1413] lr: 7.526e-02, eta: 22:48:48, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4070, top5_acc: 0.6417, loss_cls: 2.8038, loss: 2.8038, grad_norm: 2.1216 2020-10-09 23:43:25,212 - mmaction - INFO - Epoch [198][1180/1413] lr: 7.526e-02, eta: 22:48:27, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4047, top5_acc: 0.6462, loss_cls: 2.7811, loss: 2.7811, grad_norm: 2.1102 2020-10-09 23:43:44,642 - mmaction - INFO - Epoch [198][1200/1413] lr: 7.526e-02, eta: 22:48:06, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4057, top5_acc: 0.6496, loss_cls: 2.7798, loss: 2.7798, grad_norm: 2.1326 2020-10-09 23:44:04,071 - mmaction - INFO - Epoch [198][1220/1413] lr: 7.526e-02, eta: 22:47:45, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4090, top5_acc: 0.6462, loss_cls: 2.7870, loss: 2.7870, grad_norm: 2.0992 2020-10-09 23:44:23,491 - mmaction - INFO - Epoch [198][1240/1413] lr: 7.526e-02, eta: 22:47:24, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4087, top5_acc: 0.6479, loss_cls: 2.7358, loss: 2.7358, grad_norm: 2.1111 2020-10-09 23:44:42,862 - mmaction - INFO - Epoch [198][1260/1413] lr: 7.526e-02, eta: 22:47:03, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4087, top5_acc: 0.6397, loss_cls: 2.7923, loss: 2.7923, grad_norm: 2.1464 2020-10-09 23:45:02,249 - mmaction - INFO - Epoch [198][1280/1413] lr: 7.526e-02, eta: 22:46:42, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4014, top5_acc: 0.6367, loss_cls: 2.8022, loss: 2.8022, grad_norm: 2.1665 2020-10-09 23:45:21,677 - mmaction - INFO - Epoch [198][1300/1413] lr: 7.526e-02, eta: 22:46:21, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4023, top5_acc: 0.6371, loss_cls: 2.8234, loss: 2.8234, grad_norm: 2.1626 2020-10-09 23:45:41,062 - mmaction - INFO - Epoch [198][1320/1413] lr: 7.526e-02, eta: 22:46:00, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4090, top5_acc: 0.6460, loss_cls: 2.7574, loss: 2.7574, grad_norm: 2.1723 2020-10-09 23:46:00,467 - mmaction - INFO - Epoch [198][1340/1413] lr: 7.526e-02, eta: 22:45:39, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4115, top5_acc: 0.6454, loss_cls: 2.7736, loss: 2.7736, grad_norm: 2.1032 2020-10-09 23:46:19,832 - mmaction - INFO - Epoch [198][1360/1413] lr: 7.526e-02, eta: 22:45:17, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4021, top5_acc: 0.6379, loss_cls: 2.8225, loss: 2.8225, grad_norm: 2.1090 2020-10-09 23:46:39,249 - mmaction - INFO - Epoch [198][1380/1413] lr: 7.526e-02, eta: 22:44:56, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4068, top5_acc: 0.6430, loss_cls: 2.7509, loss: 2.7509, grad_norm: 2.1594 2020-10-09 23:46:58,577 - mmaction - INFO - Epoch [198][1400/1413] lr: 7.526e-02, eta: 22:44:35, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4120, top5_acc: 0.6513, loss_cls: 2.7636, loss: 2.7636, grad_norm: 2.1303 2020-10-09 23:48:02,844 - mmaction - INFO - Epoch [199][20/1413] lr: 7.284e-02, eta: 22:44:37, time: 2.558, data_time: 1.448, memory: 8482, top1_acc: 0.4146, top5_acc: 0.6513, loss_cls: 2.7511, loss: 2.7511, grad_norm: 2.1236 2020-10-09 23:48:22,178 - mmaction - INFO - Epoch [199][40/1413] lr: 7.284e-02, eta: 22:44:16, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4082, top5_acc: 0.6529, loss_cls: 2.7469, loss: 2.7469, grad_norm: 2.1192 2020-10-09 23:48:41,533 - mmaction - INFO - Epoch [199][60/1413] lr: 7.284e-02, eta: 22:43:55, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4199, top5_acc: 0.6566, loss_cls: 2.7101, loss: 2.7101, grad_norm: 2.1255 2020-10-09 23:49:00,924 - mmaction - INFO - Epoch [199][80/1413] lr: 7.284e-02, eta: 22:43:34, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4164, top5_acc: 0.6582, loss_cls: 2.7199, loss: 2.7199, grad_norm: 2.1272 2020-10-09 23:49:20,284 - mmaction - INFO - Epoch [199][100/1413] lr: 7.284e-02, eta: 22:43:12, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4122, top5_acc: 0.6504, loss_cls: 2.7500, loss: 2.7500, grad_norm: 2.1269 2020-10-09 23:49:39,643 - mmaction - INFO - Epoch [199][120/1413] lr: 7.284e-02, eta: 22:42:51, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4091, top5_acc: 0.6560, loss_cls: 2.7317, loss: 2.7317, grad_norm: 2.1541 2020-10-09 23:49:59,047 - mmaction - INFO - Epoch [199][140/1413] lr: 7.284e-02, eta: 22:42:30, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4161, top5_acc: 0.6538, loss_cls: 2.7521, loss: 2.7521, grad_norm: 2.1438 2020-10-09 23:50:18,457 - mmaction - INFO - Epoch [199][160/1413] lr: 7.284e-02, eta: 22:42:09, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4154, top5_acc: 0.6534, loss_cls: 2.7531, loss: 2.7531, grad_norm: 2.1294 2020-10-09 23:50:37,841 - mmaction - INFO - Epoch [199][180/1413] lr: 7.284e-02, eta: 22:41:48, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4186, top5_acc: 0.6542, loss_cls: 2.7098, loss: 2.7098, grad_norm: 2.1323 2020-10-09 23:50:57,200 - mmaction - INFO - Epoch [199][200/1413] lr: 7.284e-02, eta: 22:41:27, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4148, top5_acc: 0.6480, loss_cls: 2.7451, loss: 2.7451, grad_norm: 2.0974 2020-10-09 23:51:16,538 - mmaction - INFO - Epoch [199][220/1413] lr: 7.284e-02, eta: 22:41:06, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4138, top5_acc: 0.6513, loss_cls: 2.7349, loss: 2.7349, grad_norm: 2.1719 2020-10-09 23:51:35,954 - mmaction - INFO - Epoch [199][240/1413] lr: 7.284e-02, eta: 22:40:44, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4103, top5_acc: 0.6527, loss_cls: 2.7626, loss: 2.7626, grad_norm: 2.1585 2020-10-09 23:51:55,414 - mmaction - INFO - Epoch [199][260/1413] lr: 7.284e-02, eta: 22:40:23, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4104, top5_acc: 0.6466, loss_cls: 2.7529, loss: 2.7529, grad_norm: 2.1629 2020-10-09 23:52:14,796 - mmaction - INFO - Epoch [199][280/1413] lr: 7.284e-02, eta: 22:40:02, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4143, top5_acc: 0.6552, loss_cls: 2.7215, loss: 2.7215, grad_norm: 2.1587 2020-10-09 23:52:34,175 - mmaction - INFO - Epoch [199][300/1413] lr: 7.284e-02, eta: 22:39:41, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4057, top5_acc: 0.6400, loss_cls: 2.7750, loss: 2.7750, grad_norm: 2.1593 2020-10-09 23:52:53,556 - mmaction - INFO - Epoch [199][320/1413] lr: 7.284e-02, eta: 22:39:20, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4128, top5_acc: 0.6509, loss_cls: 2.7374, loss: 2.7374, grad_norm: 2.1238 2020-10-09 23:53:12,999 - mmaction - INFO - Epoch [199][340/1413] lr: 7.284e-02, eta: 22:38:59, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4138, top5_acc: 0.6438, loss_cls: 2.7556, loss: 2.7556, grad_norm: 2.1178 2020-10-09 23:53:32,436 - mmaction - INFO - Epoch [199][360/1413] lr: 7.284e-02, eta: 22:38:38, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4121, top5_acc: 0.6441, loss_cls: 2.7655, loss: 2.7655, grad_norm: 2.1372 2020-10-09 23:53:51,840 - mmaction - INFO - Epoch [199][380/1413] lr: 7.284e-02, eta: 22:38:17, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4085, top5_acc: 0.6449, loss_cls: 2.7624, loss: 2.7624, grad_norm: 2.1736 2020-10-09 23:54:11,210 - mmaction - INFO - Epoch [199][400/1413] lr: 7.284e-02, eta: 22:37:56, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4148, top5_acc: 0.6605, loss_cls: 2.7095, loss: 2.7095, grad_norm: 2.1247 2020-10-09 23:54:30,581 - mmaction - INFO - Epoch [199][420/1413] lr: 7.284e-02, eta: 22:37:35, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4150, top5_acc: 0.6473, loss_cls: 2.7551, loss: 2.7551, grad_norm: 2.1490 2020-10-09 23:54:50,010 - mmaction - INFO - Epoch [199][440/1413] lr: 7.284e-02, eta: 22:37:14, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4113, top5_acc: 0.6514, loss_cls: 2.7373, loss: 2.7373, grad_norm: 2.1378 2020-10-09 23:55:09,430 - mmaction - INFO - Epoch [199][460/1413] lr: 7.284e-02, eta: 22:36:53, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4060, top5_acc: 0.6470, loss_cls: 2.7957, loss: 2.7957, grad_norm: 2.1870 2020-10-09 23:55:28,771 - mmaction - INFO - Epoch [199][480/1413] lr: 7.284e-02, eta: 22:36:31, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.4074, top5_acc: 0.6549, loss_cls: 2.7552, loss: 2.7552, grad_norm: 2.1514 2020-10-09 23:55:48,204 - mmaction - INFO - Epoch [199][500/1413] lr: 7.284e-02, eta: 22:36:10, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4120, top5_acc: 0.6526, loss_cls: 2.7244, loss: 2.7244, grad_norm: 2.1613 2020-10-09 23:56:07,670 - mmaction - INFO - Epoch [199][520/1413] lr: 7.284e-02, eta: 22:35:49, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.4018, top5_acc: 0.6409, loss_cls: 2.8049, loss: 2.8049, grad_norm: 2.1712 2020-10-09 23:56:27,054 - mmaction - INFO - Epoch [199][540/1413] lr: 7.284e-02, eta: 22:35:28, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4035, top5_acc: 0.6483, loss_cls: 2.7698, loss: 2.7698, grad_norm: 2.1465 2020-10-09 23:56:46,430 - mmaction - INFO - Epoch [199][560/1413] lr: 7.284e-02, eta: 22:35:07, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4154, top5_acc: 0.6530, loss_cls: 2.7192, loss: 2.7192, grad_norm: 2.1563 2020-10-09 23:57:05,821 - mmaction - INFO - Epoch [199][580/1413] lr: 7.284e-02, eta: 22:34:46, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4117, top5_acc: 0.6569, loss_cls: 2.7375, loss: 2.7375, grad_norm: 2.1400 2020-10-09 23:57:25,225 - mmaction - INFO - Epoch [199][600/1413] lr: 7.284e-02, eta: 22:34:25, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4128, top5_acc: 0.6422, loss_cls: 2.7745, loss: 2.7745, grad_norm: 2.1725 2020-10-09 23:57:44,594 - mmaction - INFO - Epoch [199][620/1413] lr: 7.284e-02, eta: 22:34:04, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4062, top5_acc: 0.6456, loss_cls: 2.7803, loss: 2.7803, grad_norm: 2.1220 2020-10-09 23:58:03,972 - mmaction - INFO - Epoch [199][640/1413] lr: 7.284e-02, eta: 22:33:43, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4020, top5_acc: 0.6413, loss_cls: 2.7977, loss: 2.7977, grad_norm: 2.1822 2020-10-09 23:58:23,323 - mmaction - INFO - Epoch [199][660/1413] lr: 7.284e-02, eta: 22:33:22, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4190, top5_acc: 0.6578, loss_cls: 2.7258, loss: 2.7258, grad_norm: 2.1886 2020-10-09 23:58:42,754 - mmaction - INFO - Epoch [199][680/1413] lr: 7.284e-02, eta: 22:33:01, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4177, top5_acc: 0.6583, loss_cls: 2.7175, loss: 2.7175, grad_norm: 2.1328 2020-10-09 23:59:02,094 - mmaction - INFO - Epoch [199][700/1413] lr: 7.284e-02, eta: 22:32:39, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4079, top5_acc: 0.6461, loss_cls: 2.7766, loss: 2.7766, grad_norm: 2.1306 2020-10-09 23:59:21,464 - mmaction - INFO - Epoch [199][720/1413] lr: 7.284e-02, eta: 22:32:18, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4018, top5_acc: 0.6432, loss_cls: 2.7704, loss: 2.7704, grad_norm: 2.1835 2020-10-09 23:59:40,803 - mmaction - INFO - Epoch [199][740/1413] lr: 7.284e-02, eta: 22:31:57, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4154, top5_acc: 0.6522, loss_cls: 2.7454, loss: 2.7454, grad_norm: 2.1697 2020-10-10 00:00:00,228 - mmaction - INFO - Epoch [199][760/1413] lr: 7.284e-02, eta: 22:31:36, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4018, top5_acc: 0.6427, loss_cls: 2.7774, loss: 2.7774, grad_norm: 2.1562 2020-10-10 00:00:20,606 - mmaction - INFO - Epoch [199][780/1413] lr: 7.284e-02, eta: 22:31:17, time: 1.018, data_time: 0.001, memory: 8482, top1_acc: 0.4043, top5_acc: 0.6482, loss_cls: 2.7738, loss: 2.7738, grad_norm: 2.1432 2020-10-10 00:00:39,985 - mmaction - INFO - Epoch [199][800/1413] lr: 7.284e-02, eta: 22:30:56, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4238, top5_acc: 0.6529, loss_cls: 2.7148, loss: 2.7148, grad_norm: 2.1462 2020-10-10 00:00:59,381 - mmaction - INFO - Epoch [199][820/1413] lr: 7.284e-02, eta: 22:30:35, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4051, top5_acc: 0.6448, loss_cls: 2.7862, loss: 2.7862, grad_norm: 2.1877 2020-10-10 00:01:18,757 - mmaction - INFO - Epoch [199][840/1413] lr: 7.284e-02, eta: 22:30:14, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4062, top5_acc: 0.6467, loss_cls: 2.7757, loss: 2.7757, grad_norm: 2.1426 2020-10-10 00:01:38,138 - mmaction - INFO - Epoch [199][860/1413] lr: 7.284e-02, eta: 22:29:53, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4113, top5_acc: 0.6529, loss_cls: 2.7316, loss: 2.7316, grad_norm: 2.1532 2020-10-10 00:01:57,491 - mmaction - INFO - Epoch [199][880/1413] lr: 7.284e-02, eta: 22:29:31, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4172, top5_acc: 0.6512, loss_cls: 2.7443, loss: 2.7443, grad_norm: 2.1431 2020-10-10 00:02:16,840 - mmaction - INFO - Epoch [199][900/1413] lr: 7.284e-02, eta: 22:29:10, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4132, top5_acc: 0.6526, loss_cls: 2.7632, loss: 2.7632, grad_norm: 2.1570 2020-10-10 00:02:36,246 - mmaction - INFO - Epoch [199][920/1413] lr: 7.284e-02, eta: 22:28:49, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4014, top5_acc: 0.6443, loss_cls: 2.7752, loss: 2.7752, grad_norm: 2.1770 2020-10-10 00:02:55,673 - mmaction - INFO - Epoch [199][940/1413] lr: 7.284e-02, eta: 22:28:28, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4246, top5_acc: 0.6557, loss_cls: 2.7161, loss: 2.7161, grad_norm: 2.1321 2020-10-10 00:03:15,028 - mmaction - INFO - Epoch [199][960/1413] lr: 7.284e-02, eta: 22:28:07, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4074, top5_acc: 0.6534, loss_cls: 2.7531, loss: 2.7531, grad_norm: 2.1546 2020-10-10 00:03:34,487 - mmaction - INFO - Epoch [199][980/1413] lr: 7.284e-02, eta: 22:27:46, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4021, top5_acc: 0.6470, loss_cls: 2.7650, loss: 2.7650, grad_norm: 2.1793 2020-10-10 00:03:53,828 - mmaction - INFO - Epoch [199][1000/1413] lr: 7.284e-02, eta: 22:27:25, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4074, top5_acc: 0.6392, loss_cls: 2.7844, loss: 2.7844, grad_norm: 2.1686 2020-10-10 00:04:13,252 - mmaction - INFO - Epoch [199][1020/1413] lr: 7.284e-02, eta: 22:27:04, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4159, top5_acc: 0.6497, loss_cls: 2.7429, loss: 2.7429, grad_norm: 2.1391 2020-10-10 00:04:32,640 - mmaction - INFO - Epoch [199][1040/1413] lr: 7.284e-02, eta: 22:26:43, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4029, top5_acc: 0.6436, loss_cls: 2.7970, loss: 2.7970, grad_norm: 2.1586 2020-10-10 00:04:52,059 - mmaction - INFO - Epoch [199][1060/1413] lr: 7.284e-02, eta: 22:26:22, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4107, top5_acc: 0.6469, loss_cls: 2.7597, loss: 2.7597, grad_norm: 2.1472 2020-10-10 00:05:11,445 - mmaction - INFO - Epoch [199][1080/1413] lr: 7.284e-02, eta: 22:26:01, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4066, top5_acc: 0.6457, loss_cls: 2.7849, loss: 2.7849, grad_norm: 2.1911 2020-10-10 00:05:30,877 - mmaction - INFO - Epoch [199][1100/1413] lr: 7.284e-02, eta: 22:25:40, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4049, top5_acc: 0.6384, loss_cls: 2.8061, loss: 2.8061, grad_norm: 2.1707 2020-10-10 00:05:50,316 - mmaction - INFO - Epoch [199][1120/1413] lr: 7.284e-02, eta: 22:25:19, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.4112, top5_acc: 0.6488, loss_cls: 2.7669, loss: 2.7669, grad_norm: 2.1362 2020-10-10 00:06:09,668 - mmaction - INFO - Epoch [199][1140/1413] lr: 7.284e-02, eta: 22:24:58, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.3973, top5_acc: 0.6268, loss_cls: 2.8784, loss: 2.8784, grad_norm: 2.1648 2020-10-10 00:06:29,073 - mmaction - INFO - Epoch [199][1160/1413] lr: 7.284e-02, eta: 22:24:37, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4168, top5_acc: 0.6572, loss_cls: 2.7228, loss: 2.7228, grad_norm: 2.1424 2020-10-10 00:06:48,451 - mmaction - INFO - Epoch [199][1180/1413] lr: 7.284e-02, eta: 22:24:16, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4092, top5_acc: 0.6402, loss_cls: 2.7850, loss: 2.7850, grad_norm: 2.1904 2020-10-10 00:07:07,817 - mmaction - INFO - Epoch [199][1200/1413] lr: 7.284e-02, eta: 22:23:55, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4224, top5_acc: 0.6543, loss_cls: 2.7255, loss: 2.7255, grad_norm: 2.1553 2020-10-10 00:07:27,173 - mmaction - INFO - Epoch [199][1220/1413] lr: 7.284e-02, eta: 22:23:34, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4065, top5_acc: 0.6435, loss_cls: 2.7773, loss: 2.7773, grad_norm: 2.1440 2020-10-10 00:07:46,570 - mmaction - INFO - Epoch [199][1240/1413] lr: 7.284e-02, eta: 22:23:13, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4042, top5_acc: 0.6408, loss_cls: 2.8018, loss: 2.8018, grad_norm: 2.1528 2020-10-10 00:08:05,952 - mmaction - INFO - Epoch [199][1260/1413] lr: 7.284e-02, eta: 22:22:51, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4064, top5_acc: 0.6483, loss_cls: 2.7488, loss: 2.7488, grad_norm: 2.1555 2020-10-10 00:08:25,370 - mmaction - INFO - Epoch [199][1280/1413] lr: 7.284e-02, eta: 22:22:30, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4107, top5_acc: 0.6487, loss_cls: 2.7462, loss: 2.7462, grad_norm: 2.1873 2020-10-10 00:08:44,779 - mmaction - INFO - Epoch [199][1300/1413] lr: 7.284e-02, eta: 22:22:09, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4167, top5_acc: 0.6488, loss_cls: 2.7480, loss: 2.7480, grad_norm: 2.1457 2020-10-10 00:09:04,183 - mmaction - INFO - Epoch [199][1320/1413] lr: 7.284e-02, eta: 22:21:48, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4016, top5_acc: 0.6471, loss_cls: 2.7869, loss: 2.7869, grad_norm: 2.1313 2020-10-10 00:09:23,583 - mmaction - INFO - Epoch [199][1340/1413] lr: 7.284e-02, eta: 22:21:27, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4092, top5_acc: 0.6491, loss_cls: 2.7541, loss: 2.7541, grad_norm: 2.1492 2020-10-10 00:09:42,947 - mmaction - INFO - Epoch [199][1360/1413] lr: 7.284e-02, eta: 22:21:06, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4040, top5_acc: 0.6507, loss_cls: 2.8118, loss: 2.8118, grad_norm: 2.1635 2020-10-10 00:10:02,364 - mmaction - INFO - Epoch [199][1380/1413] lr: 7.284e-02, eta: 22:20:45, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4068, top5_acc: 0.6529, loss_cls: 2.7399, loss: 2.7399, grad_norm: 2.1417 2020-10-10 00:10:21,742 - mmaction - INFO - Epoch [199][1400/1413] lr: 7.284e-02, eta: 22:20:24, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4051, top5_acc: 0.6474, loss_cls: 2.7649, loss: 2.7649, grad_norm: 2.1469 2020-10-10 00:11:29,768 - mmaction - INFO - Epoch [200][20/1413] lr: 7.045e-02, eta: 22:20:30, time: 2.692, data_time: 1.548, memory: 8482, top1_acc: 0.4171, top5_acc: 0.6513, loss_cls: 2.7129, loss: 2.7129, grad_norm: 2.1477 2020-10-10 00:11:49,026 - mmaction - INFO - Epoch [200][40/1413] lr: 7.045e-02, eta: 22:20:08, time: 0.963, data_time: 0.003, memory: 8482, top1_acc: 0.4145, top5_acc: 0.6486, loss_cls: 2.7511, loss: 2.7511, grad_norm: 2.1931 2020-10-10 00:12:08,303 - mmaction - INFO - Epoch [200][60/1413] lr: 7.045e-02, eta: 22:19:47, time: 0.964, data_time: 0.002, memory: 8482, top1_acc: 0.4159, top5_acc: 0.6546, loss_cls: 2.7239, loss: 2.7239, grad_norm: 2.1649 2020-10-10 00:12:27,578 - mmaction - INFO - Epoch [200][80/1413] lr: 7.045e-02, eta: 22:19:26, time: 0.963, data_time: 0.002, memory: 8482, top1_acc: 0.4139, top5_acc: 0.6629, loss_cls: 2.6981, loss: 2.6981, grad_norm: 2.1438 2020-10-10 00:12:46,929 - mmaction - INFO - Epoch [200][100/1413] lr: 7.045e-02, eta: 22:19:05, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4172, top5_acc: 0.6609, loss_cls: 2.7133, loss: 2.7133, grad_norm: 2.1631 2020-10-10 00:13:06,332 - mmaction - INFO - Epoch [200][120/1413] lr: 7.045e-02, eta: 22:18:44, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4096, top5_acc: 0.6542, loss_cls: 2.7318, loss: 2.7318, grad_norm: 2.1842 2020-10-10 00:13:25,709 - mmaction - INFO - Epoch [200][140/1413] lr: 7.045e-02, eta: 22:18:23, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4117, top5_acc: 0.6579, loss_cls: 2.7195, loss: 2.7195, grad_norm: 2.1425 2020-10-10 00:13:45,105 - mmaction - INFO - Epoch [200][160/1413] lr: 7.045e-02, eta: 22:18:02, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4085, top5_acc: 0.6530, loss_cls: 2.7464, loss: 2.7464, grad_norm: 2.2172 2020-10-10 00:14:04,504 - mmaction - INFO - Epoch [200][180/1413] lr: 7.045e-02, eta: 22:17:41, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4230, top5_acc: 0.6586, loss_cls: 2.6939, loss: 2.6939, grad_norm: 2.1530 2020-10-10 00:14:23,897 - mmaction - INFO - Epoch [200][200/1413] lr: 7.045e-02, eta: 22:17:20, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4249, top5_acc: 0.6651, loss_cls: 2.6747, loss: 2.6747, grad_norm: 2.1875 2020-10-10 00:14:43,343 - mmaction - INFO - Epoch [200][220/1413] lr: 7.045e-02, eta: 22:16:59, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4167, top5_acc: 0.6569, loss_cls: 2.7448, loss: 2.7448, grad_norm: 2.1883 2020-10-10 00:15:02,689 - mmaction - INFO - Epoch [200][240/1413] lr: 7.045e-02, eta: 22:16:38, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4216, top5_acc: 0.6544, loss_cls: 2.7238, loss: 2.7238, grad_norm: 2.1770 2020-10-10 00:15:22,081 - mmaction - INFO - Epoch [200][260/1413] lr: 7.045e-02, eta: 22:16:16, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4186, top5_acc: 0.6555, loss_cls: 2.7242, loss: 2.7242, grad_norm: 2.1843 2020-10-10 00:15:41,479 - mmaction - INFO - Epoch [200][280/1413] lr: 7.045e-02, eta: 22:15:55, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4078, top5_acc: 0.6465, loss_cls: 2.7518, loss: 2.7518, grad_norm: 2.1908 2020-10-10 00:16:00,858 - mmaction - INFO - Epoch [200][300/1413] lr: 7.045e-02, eta: 22:15:34, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4038, top5_acc: 0.6465, loss_cls: 2.7617, loss: 2.7617, grad_norm: 2.1692 2020-10-10 00:16:20,270 - mmaction - INFO - Epoch [200][320/1413] lr: 7.045e-02, eta: 22:15:13, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4083, top5_acc: 0.6464, loss_cls: 2.7675, loss: 2.7675, grad_norm: 2.1809 2020-10-10 00:16:39,680 - mmaction - INFO - Epoch [200][340/1413] lr: 7.045e-02, eta: 22:14:52, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4215, top5_acc: 0.6475, loss_cls: 2.7441, loss: 2.7441, grad_norm: 2.1755 2020-10-10 00:16:59,066 - mmaction - INFO - Epoch [200][360/1413] lr: 7.045e-02, eta: 22:14:31, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4191, top5_acc: 0.6465, loss_cls: 2.7425, loss: 2.7425, grad_norm: 2.1869 2020-10-10 00:17:18,508 - mmaction - INFO - Epoch [200][380/1413] lr: 7.045e-02, eta: 22:14:10, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4063, top5_acc: 0.6482, loss_cls: 2.7595, loss: 2.7595, grad_norm: 2.1864 2020-10-10 00:17:37,893 - mmaction - INFO - Epoch [200][400/1413] lr: 7.045e-02, eta: 22:13:49, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4143, top5_acc: 0.6527, loss_cls: 2.7422, loss: 2.7422, grad_norm: 2.1590 2020-10-10 00:17:57,248 - mmaction - INFO - Epoch [200][420/1413] lr: 7.045e-02, eta: 22:13:28, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4087, top5_acc: 0.6452, loss_cls: 2.7618, loss: 2.7618, grad_norm: 2.1538 2020-10-10 00:18:16,642 - mmaction - INFO - Epoch [200][440/1413] lr: 7.045e-02, eta: 22:13:07, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4128, top5_acc: 0.6540, loss_cls: 2.7394, loss: 2.7394, grad_norm: 2.1893 2020-10-10 00:18:36,079 - mmaction - INFO - Epoch [200][460/1413] lr: 7.045e-02, eta: 22:12:46, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4086, top5_acc: 0.6513, loss_cls: 2.7540, loss: 2.7540, grad_norm: 2.1629 2020-10-10 00:18:55,434 - mmaction - INFO - Epoch [200][480/1413] lr: 7.045e-02, eta: 22:12:25, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4224, top5_acc: 0.6598, loss_cls: 2.6933, loss: 2.6933, grad_norm: 2.1737 2020-10-10 00:19:14,864 - mmaction - INFO - Epoch [200][500/1413] lr: 7.045e-02, eta: 22:12:04, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4091, top5_acc: 0.6495, loss_cls: 2.7428, loss: 2.7428, grad_norm: 2.1757 2020-10-10 00:19:34,238 - mmaction - INFO - Epoch [200][520/1413] lr: 7.045e-02, eta: 22:11:43, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4137, top5_acc: 0.6509, loss_cls: 2.7426, loss: 2.7426, grad_norm: 2.1903 2020-10-10 00:19:53,689 - mmaction - INFO - Epoch [200][540/1413] lr: 7.045e-02, eta: 22:11:22, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4082, top5_acc: 0.6427, loss_cls: 2.7717, loss: 2.7717, grad_norm: 2.1817 2020-10-10 00:20:13,062 - mmaction - INFO - Epoch [200][560/1413] lr: 7.045e-02, eta: 22:11:01, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4193, top5_acc: 0.6556, loss_cls: 2.7301, loss: 2.7301, grad_norm: 2.1499 2020-10-10 00:20:32,441 - mmaction - INFO - Epoch [200][580/1413] lr: 7.045e-02, eta: 22:10:40, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4186, top5_acc: 0.6534, loss_cls: 2.7492, loss: 2.7492, grad_norm: 2.1665 2020-10-10 00:20:51,845 - mmaction - INFO - Epoch [200][600/1413] lr: 7.045e-02, eta: 22:10:19, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4173, top5_acc: 0.6534, loss_cls: 2.7344, loss: 2.7344, grad_norm: 2.1646 2020-10-10 00:21:11,267 - mmaction - INFO - Epoch [200][620/1413] lr: 7.045e-02, eta: 22:09:58, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4072, top5_acc: 0.6478, loss_cls: 2.7606, loss: 2.7606, grad_norm: 2.1711 2020-10-10 00:21:30,673 - mmaction - INFO - Epoch [200][640/1413] lr: 7.045e-02, eta: 22:09:37, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4099, top5_acc: 0.6536, loss_cls: 2.7290, loss: 2.7290, grad_norm: 2.2047 2020-10-10 00:21:50,079 - mmaction - INFO - Epoch [200][660/1413] lr: 7.045e-02, eta: 22:09:16, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4172, top5_acc: 0.6579, loss_cls: 2.7113, loss: 2.7113, grad_norm: 2.2174 2020-10-10 00:22:09,443 - mmaction - INFO - Epoch [200][680/1413] lr: 7.045e-02, eta: 22:08:55, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4081, top5_acc: 0.6444, loss_cls: 2.7737, loss: 2.7737, grad_norm: 2.1799 2020-10-10 00:22:28,852 - mmaction - INFO - Epoch [200][700/1413] lr: 7.045e-02, eta: 22:08:34, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4257, top5_acc: 0.6576, loss_cls: 2.6920, loss: 2.6920, grad_norm: 2.1523 2020-10-10 00:22:48,256 - mmaction - INFO - Epoch [200][720/1413] lr: 7.045e-02, eta: 22:08:13, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4095, top5_acc: 0.6531, loss_cls: 2.7414, loss: 2.7414, grad_norm: 2.2040 2020-10-10 00:23:07,644 - mmaction - INFO - Epoch [200][740/1413] lr: 7.045e-02, eta: 22:07:52, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4038, top5_acc: 0.6470, loss_cls: 2.7829, loss: 2.7829, grad_norm: 2.1883 2020-10-10 00:23:27,093 - mmaction - INFO - Epoch [200][760/1413] lr: 7.045e-02, eta: 22:07:31, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.4036, top5_acc: 0.6392, loss_cls: 2.7941, loss: 2.7941, grad_norm: 2.1569 2020-10-10 00:23:46,466 - mmaction - INFO - Epoch [200][780/1413] lr: 7.045e-02, eta: 22:07:10, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4068, top5_acc: 0.6436, loss_cls: 2.7678, loss: 2.7678, grad_norm: 2.1654 2020-10-10 00:24:05,830 - mmaction - INFO - Epoch [200][800/1413] lr: 7.045e-02, eta: 22:06:49, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4098, top5_acc: 0.6477, loss_cls: 2.7450, loss: 2.7450, grad_norm: 2.1989 2020-10-10 00:24:25,253 - mmaction - INFO - Epoch [200][820/1413] lr: 7.045e-02, eta: 22:06:28, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4060, top5_acc: 0.6551, loss_cls: 2.7462, loss: 2.7462, grad_norm: 2.2191 2020-10-10 00:24:44,612 - mmaction - INFO - Epoch [200][840/1413] lr: 7.045e-02, eta: 22:06:07, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4125, top5_acc: 0.6500, loss_cls: 2.7674, loss: 2.7674, grad_norm: 2.1690 2020-10-10 00:25:03,966 - mmaction - INFO - Epoch [200][860/1413] lr: 7.045e-02, eta: 22:05:46, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4100, top5_acc: 0.6487, loss_cls: 2.7530, loss: 2.7530, grad_norm: 2.2038 2020-10-10 00:25:23,364 - mmaction - INFO - Epoch [200][880/1413] lr: 7.045e-02, eta: 22:05:25, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4057, top5_acc: 0.6413, loss_cls: 2.8172, loss: 2.8172, grad_norm: 2.1661 2020-10-10 00:25:42,721 - mmaction - INFO - Epoch [200][900/1413] lr: 7.045e-02, eta: 22:05:04, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4096, top5_acc: 0.6491, loss_cls: 2.7630, loss: 2.7630, grad_norm: 2.1695 2020-10-10 00:26:02,141 - mmaction - INFO - Epoch [200][920/1413] lr: 7.045e-02, eta: 22:04:43, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4247, top5_acc: 0.6566, loss_cls: 2.6960, loss: 2.6960, grad_norm: 2.1530 2020-10-10 00:26:21,558 - mmaction - INFO - Epoch [200][940/1413] lr: 7.045e-02, eta: 22:04:22, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4092, top5_acc: 0.6488, loss_cls: 2.7400, loss: 2.7400, grad_norm: 2.1768 2020-10-10 00:26:40,968 - mmaction - INFO - Epoch [200][960/1413] lr: 7.045e-02, eta: 22:04:01, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4116, top5_acc: 0.6530, loss_cls: 2.7223, loss: 2.7223, grad_norm: 2.1621 2020-10-10 00:27:00,369 - mmaction - INFO - Epoch [200][980/1413] lr: 7.045e-02, eta: 22:03:40, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4115, top5_acc: 0.6553, loss_cls: 2.7447, loss: 2.7447, grad_norm: 2.1905 2020-10-10 00:27:19,773 - mmaction - INFO - Epoch [200][1000/1413] lr: 7.045e-02, eta: 22:03:20, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4111, top5_acc: 0.6488, loss_cls: 2.7472, loss: 2.7472, grad_norm: 2.1767 2020-10-10 00:27:39,169 - mmaction - INFO - Epoch [200][1020/1413] lr: 7.045e-02, eta: 22:02:59, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4046, top5_acc: 0.6411, loss_cls: 2.7955, loss: 2.7955, grad_norm: 2.1810 2020-10-10 00:27:58,581 - mmaction - INFO - Epoch [200][1040/1413] lr: 7.045e-02, eta: 22:02:38, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4161, top5_acc: 0.6582, loss_cls: 2.7067, loss: 2.7067, grad_norm: 2.1500 2020-10-10 00:28:17,930 - mmaction - INFO - Epoch [200][1060/1413] lr: 7.045e-02, eta: 22:02:17, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4220, top5_acc: 0.6598, loss_cls: 2.7241, loss: 2.7241, grad_norm: 2.2108 2020-10-10 00:28:37,306 - mmaction - INFO - Epoch [200][1080/1413] lr: 7.045e-02, eta: 22:01:56, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4017, top5_acc: 0.6383, loss_cls: 2.7852, loss: 2.7852, grad_norm: 2.1940 2020-10-10 00:28:56,758 - mmaction - INFO - Epoch [200][1100/1413] lr: 7.045e-02, eta: 22:01:35, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4052, top5_acc: 0.6499, loss_cls: 2.7716, loss: 2.7716, grad_norm: 2.1863 2020-10-10 00:29:16,149 - mmaction - INFO - Epoch [200][1120/1413] lr: 7.045e-02, eta: 22:01:14, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4156, top5_acc: 0.6483, loss_cls: 2.7346, loss: 2.7346, grad_norm: 2.2062 2020-10-10 00:29:35,477 - mmaction - INFO - Epoch [200][1140/1413] lr: 7.045e-02, eta: 22:00:53, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4113, top5_acc: 0.6436, loss_cls: 2.7544, loss: 2.7544, grad_norm: 2.1870 2020-10-10 00:29:54,880 - mmaction - INFO - Epoch [200][1160/1413] lr: 7.045e-02, eta: 22:00:32, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4102, top5_acc: 0.6542, loss_cls: 2.7477, loss: 2.7477, grad_norm: 2.1819 2020-10-10 00:30:14,288 - mmaction - INFO - Epoch [200][1180/1413] lr: 7.045e-02, eta: 22:00:11, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4068, top5_acc: 0.6453, loss_cls: 2.7649, loss: 2.7649, grad_norm: 2.1511 2020-10-10 00:30:33,686 - mmaction - INFO - Epoch [200][1200/1413] lr: 7.045e-02, eta: 21:59:50, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4150, top5_acc: 0.6467, loss_cls: 2.7573, loss: 2.7573, grad_norm: 2.1783 2020-10-10 00:30:53,101 - mmaction - INFO - Epoch [200][1220/1413] lr: 7.045e-02, eta: 21:59:29, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4165, top5_acc: 0.6520, loss_cls: 2.7339, loss: 2.7339, grad_norm: 2.1534 2020-10-10 00:31:12,557 - mmaction - INFO - Epoch [200][1240/1413] lr: 7.045e-02, eta: 21:59:08, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.4091, top5_acc: 0.6461, loss_cls: 2.7815, loss: 2.7815, grad_norm: 2.2124 2020-10-10 00:31:31,978 - mmaction - INFO - Epoch [200][1260/1413] lr: 7.045e-02, eta: 21:58:47, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4171, top5_acc: 0.6531, loss_cls: 2.7381, loss: 2.7381, grad_norm: 2.2085 2020-10-10 00:31:51,358 - mmaction - INFO - Epoch [200][1280/1413] lr: 7.045e-02, eta: 21:58:26, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4113, top5_acc: 0.6471, loss_cls: 2.7485, loss: 2.7485, grad_norm: 2.2108 2020-10-10 00:32:10,735 - mmaction - INFO - Epoch [200][1300/1413] lr: 7.045e-02, eta: 21:58:05, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4103, top5_acc: 0.6522, loss_cls: 2.7585, loss: 2.7585, grad_norm: 2.2314 2020-10-10 00:32:30,122 - mmaction - INFO - Epoch [200][1320/1413] lr: 7.045e-02, eta: 21:57:44, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4125, top5_acc: 0.6516, loss_cls: 2.7583, loss: 2.7583, grad_norm: 2.1688 2020-10-10 00:32:49,543 - mmaction - INFO - Epoch [200][1340/1413] lr: 7.045e-02, eta: 21:57:23, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4229, top5_acc: 0.6548, loss_cls: 2.7312, loss: 2.7312, grad_norm: 2.1945 2020-10-10 00:33:08,913 - mmaction - INFO - Epoch [200][1360/1413] lr: 7.045e-02, eta: 21:57:02, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4040, top5_acc: 0.6453, loss_cls: 2.7938, loss: 2.7938, grad_norm: 2.2180 2020-10-10 00:33:28,339 - mmaction - INFO - Epoch [200][1380/1413] lr: 7.045e-02, eta: 21:56:41, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4182, top5_acc: 0.6569, loss_cls: 2.7266, loss: 2.7266, grad_norm: 2.1588 2020-10-10 00:33:47,782 - mmaction - INFO - Epoch [200][1400/1413] lr: 7.045e-02, eta: 21:56:20, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4129, top5_acc: 0.6480, loss_cls: 2.7400, loss: 2.7400, grad_norm: 2.1598 2020-10-10 00:34:00,822 - mmaction - INFO - Saving checkpoint at 200 epochs 2020-10-10 00:35:24,161 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-10 00:35:26,713 - mmaction - INFO - top1_acc 0.4273 top5_acc 0.6771 2020-10-10 00:35:26,713 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-10 00:35:26,833 - mmaction - INFO - mean_acc 0.4272 2020-10-10 00:35:26,833 - mmaction - INFO - Now best checkpoint is epoch_200.pth 2020-10-10 00:35:26,861 - mmaction - INFO - Epoch(val) [200][1413] top1_acc: 0.4273, top5_acc: 0.6771, mean_class_accuracy: 0.4272 2020-10-10 00:36:13,226 - mmaction - INFO - Epoch [201][20/1413] lr: 6.810e-02, eta: 21:56:11, time: 2.316, data_time: 1.291, memory: 8482, top1_acc: 0.4139, top5_acc: 0.6523, loss_cls: 2.7218, loss: 2.7218, grad_norm: 2.1837 2020-10-10 00:36:32,506 - mmaction - INFO - Epoch [201][40/1413] lr: 6.810e-02, eta: 21:55:50, time: 0.965, data_time: 0.003, memory: 8482, top1_acc: 0.4155, top5_acc: 0.6637, loss_cls: 2.7011, loss: 2.7011, grad_norm: 2.1783 2020-10-10 00:36:51,814 - mmaction - INFO - Epoch [201][60/1413] lr: 6.810e-02, eta: 21:55:29, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4108, top5_acc: 0.6514, loss_cls: 2.7471, loss: 2.7471, grad_norm: 2.1924 2020-10-10 00:37:11,156 - mmaction - INFO - Epoch [201][80/1413] lr: 6.810e-02, eta: 21:55:08, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4297, top5_acc: 0.6650, loss_cls: 2.6908, loss: 2.6908, grad_norm: 2.1627 2020-10-10 00:37:30,453 - mmaction - INFO - Epoch [201][100/1413] lr: 6.810e-02, eta: 21:54:46, time: 0.965, data_time: 0.003, memory: 8482, top1_acc: 0.4263, top5_acc: 0.6658, loss_cls: 2.6723, loss: 2.6723, grad_norm: 2.1779 2020-10-10 00:37:49,889 - mmaction - INFO - Epoch [201][120/1413] lr: 6.810e-02, eta: 21:54:26, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4182, top5_acc: 0.6559, loss_cls: 2.7097, loss: 2.7097, grad_norm: 2.2287 2020-10-10 00:38:09,268 - mmaction - INFO - Epoch [201][140/1413] lr: 6.810e-02, eta: 21:54:05, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4128, top5_acc: 0.6587, loss_cls: 2.7027, loss: 2.7027, grad_norm: 2.2145 2020-10-10 00:38:28,665 - mmaction - INFO - Epoch [201][160/1413] lr: 6.810e-02, eta: 21:53:44, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4208, top5_acc: 0.6622, loss_cls: 2.7068, loss: 2.7068, grad_norm: 2.2000 2020-10-10 00:38:47,985 - mmaction - INFO - Epoch [201][180/1413] lr: 6.810e-02, eta: 21:53:23, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4193, top5_acc: 0.6487, loss_cls: 2.7157, loss: 2.7157, grad_norm: 2.1800 2020-10-10 00:39:07,325 - mmaction - INFO - Epoch [201][200/1413] lr: 6.810e-02, eta: 21:53:02, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4177, top5_acc: 0.6555, loss_cls: 2.7305, loss: 2.7305, grad_norm: 2.1814 2020-10-10 00:39:26,698 - mmaction - INFO - Epoch [201][220/1413] lr: 6.810e-02, eta: 21:52:41, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4264, top5_acc: 0.6573, loss_cls: 2.7070, loss: 2.7070, grad_norm: 2.1947 2020-10-10 00:39:46,091 - mmaction - INFO - Epoch [201][240/1413] lr: 6.810e-02, eta: 21:52:20, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4151, top5_acc: 0.6564, loss_cls: 2.7110, loss: 2.7110, grad_norm: 2.2134 2020-10-10 00:40:05,514 - mmaction - INFO - Epoch [201][260/1413] lr: 6.810e-02, eta: 21:51:59, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4105, top5_acc: 0.6525, loss_cls: 2.7440, loss: 2.7440, grad_norm: 2.2013 2020-10-10 00:40:24,919 - mmaction - INFO - Epoch [201][280/1413] lr: 6.810e-02, eta: 21:51:38, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4182, top5_acc: 0.6556, loss_cls: 2.7248, loss: 2.7248, grad_norm: 2.1802 2020-10-10 00:40:44,281 - mmaction - INFO - Epoch [201][300/1413] lr: 6.810e-02, eta: 21:51:17, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4147, top5_acc: 0.6577, loss_cls: 2.7160, loss: 2.7160, grad_norm: 2.2048 2020-10-10 00:41:03,707 - mmaction - INFO - Epoch [201][320/1413] lr: 6.810e-02, eta: 21:50:56, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4249, top5_acc: 0.6591, loss_cls: 2.6933, loss: 2.6933, grad_norm: 2.1804 2020-10-10 00:41:23,141 - mmaction - INFO - Epoch [201][340/1413] lr: 6.810e-02, eta: 21:50:35, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4163, top5_acc: 0.6475, loss_cls: 2.7455, loss: 2.7455, grad_norm: 2.2026 2020-10-10 00:41:42,532 - mmaction - INFO - Epoch [201][360/1413] lr: 6.810e-02, eta: 21:50:14, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4098, top5_acc: 0.6436, loss_cls: 2.7408, loss: 2.7408, grad_norm: 2.1636 2020-10-10 00:42:01,906 - mmaction - INFO - Epoch [201][380/1413] lr: 6.810e-02, eta: 21:49:53, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4132, top5_acc: 0.6478, loss_cls: 2.7328, loss: 2.7328, grad_norm: 2.1913 2020-10-10 00:42:21,302 - mmaction - INFO - Epoch [201][400/1413] lr: 6.810e-02, eta: 21:49:32, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4236, top5_acc: 0.6556, loss_cls: 2.7218, loss: 2.7218, grad_norm: 2.1874 2020-10-10 00:42:40,689 - mmaction - INFO - Epoch [201][420/1413] lr: 6.810e-02, eta: 21:49:11, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4258, top5_acc: 0.6645, loss_cls: 2.6720, loss: 2.6720, grad_norm: 2.1956 2020-10-10 00:43:00,054 - mmaction - INFO - Epoch [201][440/1413] lr: 6.810e-02, eta: 21:48:50, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4270, top5_acc: 0.6594, loss_cls: 2.6876, loss: 2.6876, grad_norm: 2.1735 2020-10-10 00:43:19,479 - mmaction - INFO - Epoch [201][460/1413] lr: 6.810e-02, eta: 21:48:29, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.4130, top5_acc: 0.6464, loss_cls: 2.7560, loss: 2.7560, grad_norm: 2.2204 2020-10-10 00:43:38,891 - mmaction - INFO - Epoch [201][480/1413] lr: 6.810e-02, eta: 21:48:08, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4128, top5_acc: 0.6517, loss_cls: 2.7430, loss: 2.7430, grad_norm: 2.2184 2020-10-10 00:43:58,332 - mmaction - INFO - Epoch [201][500/1413] lr: 6.810e-02, eta: 21:47:48, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4158, top5_acc: 0.6538, loss_cls: 2.7210, loss: 2.7210, grad_norm: 2.1752 2020-10-10 00:44:17,768 - mmaction - INFO - Epoch [201][520/1413] lr: 6.810e-02, eta: 21:47:27, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4040, top5_acc: 0.6427, loss_cls: 2.7741, loss: 2.7741, grad_norm: 2.2227 2020-10-10 00:44:37,191 - mmaction - INFO - Epoch [201][540/1413] lr: 6.810e-02, eta: 21:47:06, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4129, top5_acc: 0.6592, loss_cls: 2.7166, loss: 2.7166, grad_norm: 2.1774 2020-10-10 00:44:56,613 - mmaction - INFO - Epoch [201][560/1413] lr: 6.810e-02, eta: 21:46:45, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4182, top5_acc: 0.6651, loss_cls: 2.6825, loss: 2.6825, grad_norm: 2.1851 2020-10-10 00:45:15,950 - mmaction - INFO - Epoch [201][580/1413] lr: 6.810e-02, eta: 21:46:24, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.4193, top5_acc: 0.6599, loss_cls: 2.7202, loss: 2.7202, grad_norm: 2.2170 2020-10-10 00:45:35,363 - mmaction - INFO - Epoch [201][600/1413] lr: 6.810e-02, eta: 21:46:03, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4204, top5_acc: 0.6585, loss_cls: 2.6881, loss: 2.6881, grad_norm: 2.2021 2020-10-10 00:45:54,756 - mmaction - INFO - Epoch [201][620/1413] lr: 6.810e-02, eta: 21:45:42, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4150, top5_acc: 0.6518, loss_cls: 2.7157, loss: 2.7157, grad_norm: 2.2088 2020-10-10 00:46:14,117 - mmaction - INFO - Epoch [201][640/1413] lr: 6.810e-02, eta: 21:45:21, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4161, top5_acc: 0.6514, loss_cls: 2.7401, loss: 2.7401, grad_norm: 2.1664 2020-10-10 00:46:33,459 - mmaction - INFO - Epoch [201][660/1413] lr: 6.810e-02, eta: 21:45:00, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4076, top5_acc: 0.6520, loss_cls: 2.7281, loss: 2.7281, grad_norm: 2.2461 2020-10-10 00:46:52,900 - mmaction - INFO - Epoch [201][680/1413] lr: 6.810e-02, eta: 21:44:39, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4212, top5_acc: 0.6596, loss_cls: 2.6943, loss: 2.6943, grad_norm: 2.2178 2020-10-10 00:47:12,295 - mmaction - INFO - Epoch [201][700/1413] lr: 6.810e-02, eta: 21:44:18, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4242, top5_acc: 0.6594, loss_cls: 2.6942, loss: 2.6942, grad_norm: 2.1889 2020-10-10 00:47:31,722 - mmaction - INFO - Epoch [201][720/1413] lr: 6.810e-02, eta: 21:43:57, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4094, top5_acc: 0.6496, loss_cls: 2.7638, loss: 2.7638, grad_norm: 2.2425 2020-10-10 00:47:51,090 - mmaction - INFO - Epoch [201][740/1413] lr: 6.810e-02, eta: 21:43:37, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4134, top5_acc: 0.6523, loss_cls: 2.7429, loss: 2.7429, grad_norm: 2.2421 2020-10-10 00:48:10,483 - mmaction - INFO - Epoch [201][760/1413] lr: 6.810e-02, eta: 21:43:16, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4086, top5_acc: 0.6488, loss_cls: 2.7690, loss: 2.7690, grad_norm: 2.2151 2020-10-10 00:48:29,852 - mmaction - INFO - Epoch [201][780/1413] lr: 6.810e-02, eta: 21:42:55, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4142, top5_acc: 0.6527, loss_cls: 2.7130, loss: 2.7130, grad_norm: 2.1991 2020-10-10 00:48:49,280 - mmaction - INFO - Epoch [201][800/1413] lr: 6.810e-02, eta: 21:42:34, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4107, top5_acc: 0.6540, loss_cls: 2.7401, loss: 2.7401, grad_norm: 2.2417 2020-10-10 00:49:08,742 - mmaction - INFO - Epoch [201][820/1413] lr: 6.810e-02, eta: 21:42:13, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.4021, top5_acc: 0.6430, loss_cls: 2.7751, loss: 2.7751, grad_norm: 2.2102 2020-10-10 00:49:28,088 - mmaction - INFO - Epoch [201][840/1413] lr: 6.810e-02, eta: 21:41:52, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4102, top5_acc: 0.6508, loss_cls: 2.7453, loss: 2.7453, grad_norm: 2.1957 2020-10-10 00:49:47,473 - mmaction - INFO - Epoch [201][860/1413] lr: 6.810e-02, eta: 21:41:31, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4171, top5_acc: 0.6559, loss_cls: 2.7179, loss: 2.7179, grad_norm: 2.2061 2020-10-10 00:50:06,813 - mmaction - INFO - Epoch [201][880/1413] lr: 6.810e-02, eta: 21:41:10, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4245, top5_acc: 0.6608, loss_cls: 2.6944, loss: 2.6944, grad_norm: 2.1778 2020-10-10 00:50:26,278 - mmaction - INFO - Epoch [201][900/1413] lr: 6.810e-02, eta: 21:40:49, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.4074, top5_acc: 0.6474, loss_cls: 2.7682, loss: 2.7682, grad_norm: 2.2375 2020-10-10 00:50:45,685 - mmaction - INFO - Epoch [201][920/1413] lr: 6.810e-02, eta: 21:40:28, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4190, top5_acc: 0.6647, loss_cls: 2.6863, loss: 2.6863, grad_norm: 2.1720 2020-10-10 00:51:05,030 - mmaction - INFO - Epoch [201][940/1413] lr: 6.810e-02, eta: 21:40:07, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4070, top5_acc: 0.6438, loss_cls: 2.7763, loss: 2.7763, grad_norm: 2.2075 2020-10-10 00:51:24,416 - mmaction - INFO - Epoch [201][960/1413] lr: 6.810e-02, eta: 21:39:47, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4155, top5_acc: 0.6527, loss_cls: 2.7224, loss: 2.7224, grad_norm: 2.2100 2020-10-10 00:51:43,803 - mmaction - INFO - Epoch [201][980/1413] lr: 6.810e-02, eta: 21:39:26, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4122, top5_acc: 0.6437, loss_cls: 2.7504, loss: 2.7504, grad_norm: 2.2159 2020-10-10 00:52:03,164 - mmaction - INFO - Epoch [201][1000/1413] lr: 6.810e-02, eta: 21:39:05, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4167, top5_acc: 0.6611, loss_cls: 2.6925, loss: 2.6925, grad_norm: 2.2008 2020-10-10 00:52:22,514 - mmaction - INFO - Epoch [201][1020/1413] lr: 6.810e-02, eta: 21:38:44, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4204, top5_acc: 0.6526, loss_cls: 2.7417, loss: 2.7417, grad_norm: 2.1940 2020-10-10 00:52:41,908 - mmaction - INFO - Epoch [201][1040/1413] lr: 6.810e-02, eta: 21:38:23, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4148, top5_acc: 0.6514, loss_cls: 2.7425, loss: 2.7425, grad_norm: 2.2389 2020-10-10 00:53:01,325 - mmaction - INFO - Epoch [201][1060/1413] lr: 6.810e-02, eta: 21:38:02, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4081, top5_acc: 0.6522, loss_cls: 2.7620, loss: 2.7620, grad_norm: 2.2270 2020-10-10 00:53:20,720 - mmaction - INFO - Epoch [201][1080/1413] lr: 6.810e-02, eta: 21:37:41, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4090, top5_acc: 0.6483, loss_cls: 2.7717, loss: 2.7717, grad_norm: 2.2317 2020-10-10 00:53:40,142 - mmaction - INFO - Epoch [201][1100/1413] lr: 6.810e-02, eta: 21:37:20, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4163, top5_acc: 0.6521, loss_cls: 2.7458, loss: 2.7458, grad_norm: 2.2074 2020-10-10 00:53:59,550 - mmaction - INFO - Epoch [201][1120/1413] lr: 6.810e-02, eta: 21:36:59, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4174, top5_acc: 0.6533, loss_cls: 2.7267, loss: 2.7267, grad_norm: 2.1962 2020-10-10 00:54:18,957 - mmaction - INFO - Epoch [201][1140/1413] lr: 6.810e-02, eta: 21:36:38, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4069, top5_acc: 0.6353, loss_cls: 2.7668, loss: 2.7668, grad_norm: 2.1743 2020-10-10 00:54:38,402 - mmaction - INFO - Epoch [201][1160/1413] lr: 6.810e-02, eta: 21:36:18, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4234, top5_acc: 0.6611, loss_cls: 2.7042, loss: 2.7042, grad_norm: 2.1978 2020-10-10 00:54:57,830 - mmaction - INFO - Epoch [201][1180/1413] lr: 6.810e-02, eta: 21:35:57, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4227, top5_acc: 0.6514, loss_cls: 2.7463, loss: 2.7463, grad_norm: 2.1982 2020-10-10 00:55:17,202 - mmaction - INFO - Epoch [201][1200/1413] lr: 6.810e-02, eta: 21:35:36, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4228, top5_acc: 0.6536, loss_cls: 2.7055, loss: 2.7055, grad_norm: 2.1968 2020-10-10 00:55:36,628 - mmaction - INFO - Epoch [201][1220/1413] lr: 6.810e-02, eta: 21:35:15, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4155, top5_acc: 0.6534, loss_cls: 2.7269, loss: 2.7269, grad_norm: 2.2323 2020-10-10 00:55:56,029 - mmaction - INFO - Epoch [201][1240/1413] lr: 6.810e-02, eta: 21:34:54, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4227, top5_acc: 0.6673, loss_cls: 2.6821, loss: 2.6821, grad_norm: 2.1953 2020-10-10 00:56:15,395 - mmaction - INFO - Epoch [201][1260/1413] lr: 6.810e-02, eta: 21:34:33, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4216, top5_acc: 0.6590, loss_cls: 2.6919, loss: 2.6919, grad_norm: 2.2118 2020-10-10 00:56:34,882 - mmaction - INFO - Epoch [201][1280/1413] lr: 6.810e-02, eta: 21:34:13, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.4216, top5_acc: 0.6508, loss_cls: 2.7259, loss: 2.7259, grad_norm: 2.2120 2020-10-10 00:56:54,303 - mmaction - INFO - Epoch [201][1300/1413] lr: 6.810e-02, eta: 21:33:52, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4065, top5_acc: 0.6443, loss_cls: 2.7816, loss: 2.7816, grad_norm: 2.2198 2020-10-10 00:57:13,666 - mmaction - INFO - Epoch [201][1320/1413] lr: 6.810e-02, eta: 21:33:31, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4016, top5_acc: 0.6436, loss_cls: 2.7797, loss: 2.7797, grad_norm: 2.2396 2020-10-10 00:57:33,018 - mmaction - INFO - Epoch [201][1340/1413] lr: 6.810e-02, eta: 21:33:10, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4178, top5_acc: 0.6500, loss_cls: 2.7417, loss: 2.7417, grad_norm: 2.1972 2020-10-10 00:57:52,430 - mmaction - INFO - Epoch [201][1360/1413] lr: 6.810e-02, eta: 21:32:49, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4086, top5_acc: 0.6551, loss_cls: 2.7393, loss: 2.7393, grad_norm: 2.1905 2020-10-10 00:58:11,792 - mmaction - INFO - Epoch [201][1380/1413] lr: 6.810e-02, eta: 21:32:28, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4077, top5_acc: 0.6469, loss_cls: 2.7759, loss: 2.7759, grad_norm: 2.2206 2020-10-10 00:58:31,139 - mmaction - INFO - Epoch [201][1400/1413] lr: 6.810e-02, eta: 21:32:07, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4148, top5_acc: 0.6480, loss_cls: 2.7415, loss: 2.7415, grad_norm: 2.1734 2020-10-10 00:59:36,668 - mmaction - INFO - Epoch [202][20/1413] lr: 6.578e-02, eta: 21:32:07, time: 2.625, data_time: 1.588, memory: 8482, top1_acc: 0.4270, top5_acc: 0.6667, loss_cls: 2.6810, loss: 2.6810, grad_norm: 2.1936 2020-10-10 00:59:57,053 - mmaction - INFO - Epoch [202][40/1413] lr: 6.578e-02, eta: 21:31:48, time: 1.019, data_time: 0.002, memory: 8482, top1_acc: 0.4069, top5_acc: 0.6461, loss_cls: 2.7690, loss: 2.7690, grad_norm: 2.2286 2020-10-10 01:00:18,071 - mmaction - INFO - Epoch [202][60/1413] lr: 6.578e-02, eta: 21:31:29, time: 1.051, data_time: 0.002, memory: 8482, top1_acc: 0.4228, top5_acc: 0.6621, loss_cls: 2.6843, loss: 2.6843, grad_norm: 2.2036 2020-10-10 01:00:38,525 - mmaction - INFO - Epoch [202][80/1413] lr: 6.578e-02, eta: 21:31:10, time: 1.022, data_time: 0.002, memory: 8482, top1_acc: 0.4277, top5_acc: 0.6688, loss_cls: 2.6622, loss: 2.6622, grad_norm: 2.2072 2020-10-10 01:00:58,863 - mmaction - INFO - Epoch [202][100/1413] lr: 6.578e-02, eta: 21:30:51, time: 1.016, data_time: 0.002, memory: 8482, top1_acc: 0.4104, top5_acc: 0.6566, loss_cls: 2.7457, loss: 2.7457, grad_norm: 2.2142 2020-10-10 01:01:19,217 - mmaction - INFO - Epoch [202][120/1413] lr: 6.578e-02, eta: 21:30:32, time: 1.019, data_time: 0.003, memory: 8482, top1_acc: 0.4128, top5_acc: 0.6586, loss_cls: 2.7190, loss: 2.7190, grad_norm: 2.2748 2020-10-10 01:01:39,647 - mmaction - INFO - Epoch [202][140/1413] lr: 6.578e-02, eta: 21:30:12, time: 1.022, data_time: 0.002, memory: 8482, top1_acc: 0.4283, top5_acc: 0.6608, loss_cls: 2.6717, loss: 2.6717, grad_norm: 2.2066 2020-10-10 01:02:00,116 - mmaction - INFO - Epoch [202][160/1413] lr: 6.578e-02, eta: 21:29:53, time: 1.023, data_time: 0.001, memory: 8482, top1_acc: 0.4189, top5_acc: 0.6529, loss_cls: 2.7224, loss: 2.7224, grad_norm: 2.2689 2020-10-10 01:02:20,516 - mmaction - INFO - Epoch [202][180/1413] lr: 6.578e-02, eta: 21:29:34, time: 1.019, data_time: 0.002, memory: 8482, top1_acc: 0.4177, top5_acc: 0.6525, loss_cls: 2.7286, loss: 2.7286, grad_norm: 2.1990 2020-10-10 01:02:40,907 - mmaction - INFO - Epoch [202][200/1413] lr: 6.578e-02, eta: 21:29:15, time: 1.021, data_time: 0.002, memory: 8482, top1_acc: 0.4068, top5_acc: 0.6510, loss_cls: 2.7366, loss: 2.7366, grad_norm: 2.2279 2020-10-10 01:03:01,327 - mmaction - INFO - Epoch [202][220/1413] lr: 6.578e-02, eta: 21:28:56, time: 1.020, data_time: 0.001, memory: 8482, top1_acc: 0.4141, top5_acc: 0.6566, loss_cls: 2.7240, loss: 2.7240, grad_norm: 2.1972 2020-10-10 01:03:21,792 - mmaction - INFO - Epoch [202][240/1413] lr: 6.578e-02, eta: 21:28:37, time: 1.024, data_time: 0.002, memory: 8482, top1_acc: 0.4172, top5_acc: 0.6556, loss_cls: 2.7366, loss: 2.7366, grad_norm: 2.2097 2020-10-10 01:03:42,159 - mmaction - INFO - Epoch [202][260/1413] lr: 6.578e-02, eta: 21:28:17, time: 1.018, data_time: 0.002, memory: 8482, top1_acc: 0.4292, top5_acc: 0.6617, loss_cls: 2.6756, loss: 2.6756, grad_norm: 2.2073 2020-10-10 01:04:02,591 - mmaction - INFO - Epoch [202][280/1413] lr: 6.578e-02, eta: 21:27:58, time: 1.021, data_time: 0.002, memory: 8482, top1_acc: 0.4241, top5_acc: 0.6559, loss_cls: 2.6973, loss: 2.6973, grad_norm: 2.2518 2020-10-10 01:04:22,963 - mmaction - INFO - Epoch [202][300/1413] lr: 6.578e-02, eta: 21:27:39, time: 1.020, data_time: 0.003, memory: 8482, top1_acc: 0.4177, top5_acc: 0.6557, loss_cls: 2.7341, loss: 2.7341, grad_norm: 2.2050 2020-10-10 01:04:43,346 - mmaction - INFO - Epoch [202][320/1413] lr: 6.578e-02, eta: 21:27:20, time: 1.019, data_time: 0.002, memory: 8482, top1_acc: 0.4198, top5_acc: 0.6576, loss_cls: 2.7009, loss: 2.7009, grad_norm: 2.2199 2020-10-10 01:05:03,718 - mmaction - INFO - Epoch [202][340/1413] lr: 6.578e-02, eta: 21:27:00, time: 1.019, data_time: 0.002, memory: 8482, top1_acc: 0.4124, top5_acc: 0.6486, loss_cls: 2.7625, loss: 2.7625, grad_norm: 2.2296 2020-10-10 01:05:24,088 - mmaction - INFO - Epoch [202][360/1413] lr: 6.578e-02, eta: 21:26:41, time: 1.018, data_time: 0.002, memory: 8482, top1_acc: 0.4288, top5_acc: 0.6723, loss_cls: 2.6237, loss: 2.6237, grad_norm: 2.2434 2020-10-10 01:05:44,441 - mmaction - INFO - Epoch [202][380/1413] lr: 6.578e-02, eta: 21:26:22, time: 1.017, data_time: 0.002, memory: 8482, top1_acc: 0.4176, top5_acc: 0.6530, loss_cls: 2.6986, loss: 2.6986, grad_norm: 2.1966 2020-10-10 01:06:04,787 - mmaction - INFO - Epoch [202][400/1413] lr: 6.578e-02, eta: 21:26:02, time: 1.018, data_time: 0.002, memory: 8482, top1_acc: 0.4199, top5_acc: 0.6544, loss_cls: 2.7065, loss: 2.7065, grad_norm: 2.2282 2020-10-10 01:06:25,203 - mmaction - INFO - Epoch [202][420/1413] lr: 6.578e-02, eta: 21:25:43, time: 1.021, data_time: 0.002, memory: 8482, top1_acc: 0.4233, top5_acc: 0.6626, loss_cls: 2.6868, loss: 2.6868, grad_norm: 2.2087 2020-10-10 01:06:45,622 - mmaction - INFO - Epoch [202][440/1413] lr: 6.578e-02, eta: 21:25:24, time: 1.022, data_time: 0.002, memory: 8482, top1_acc: 0.4118, top5_acc: 0.6526, loss_cls: 2.7465, loss: 2.7465, grad_norm: 2.2298 2020-10-10 01:07:06,079 - mmaction - INFO - Epoch [202][460/1413] lr: 6.578e-02, eta: 21:25:05, time: 1.023, data_time: 0.001, memory: 8482, top1_acc: 0.4206, top5_acc: 0.6613, loss_cls: 2.6840, loss: 2.6840, grad_norm: 2.2096 2020-10-10 01:07:26,500 - mmaction - INFO - Epoch [202][480/1413] lr: 6.578e-02, eta: 21:24:46, time: 1.021, data_time: 0.002, memory: 8482, top1_acc: 0.4267, top5_acc: 0.6672, loss_cls: 2.6720, loss: 2.6720, grad_norm: 2.2227 2020-10-10 01:07:46,857 - mmaction - INFO - Epoch [202][500/1413] lr: 6.578e-02, eta: 21:24:26, time: 1.018, data_time: 0.002, memory: 8482, top1_acc: 0.4288, top5_acc: 0.6637, loss_cls: 2.6462, loss: 2.6462, grad_norm: 2.2181 2020-10-10 01:08:07,294 - mmaction - INFO - Epoch [202][520/1413] lr: 6.578e-02, eta: 21:24:07, time: 1.021, data_time: 0.002, memory: 8482, top1_acc: 0.4182, top5_acc: 0.6585, loss_cls: 2.7314, loss: 2.7314, grad_norm: 2.2411 2020-10-10 01:08:27,629 - mmaction - INFO - Epoch [202][540/1413] lr: 6.578e-02, eta: 21:23:48, time: 1.017, data_time: 0.002, memory: 8482, top1_acc: 0.4234, top5_acc: 0.6602, loss_cls: 2.7002, loss: 2.7002, grad_norm: 2.2395 2020-10-10 01:08:48,006 - mmaction - INFO - Epoch [202][560/1413] lr: 6.578e-02, eta: 21:23:28, time: 1.019, data_time: 0.002, memory: 8482, top1_acc: 0.4142, top5_acc: 0.6448, loss_cls: 2.7333, loss: 2.7333, grad_norm: 2.2566 2020-10-10 01:09:08,340 - mmaction - INFO - Epoch [202][580/1413] lr: 6.578e-02, eta: 21:23:09, time: 1.017, data_time: 0.002, memory: 8482, top1_acc: 0.4203, top5_acc: 0.6605, loss_cls: 2.6975, loss: 2.6975, grad_norm: 2.2283 2020-10-10 01:09:28,686 - mmaction - INFO - Epoch [202][600/1413] lr: 6.578e-02, eta: 21:22:50, time: 1.016, data_time: 0.001, memory: 8482, top1_acc: 0.4214, top5_acc: 0.6542, loss_cls: 2.7110, loss: 2.7110, grad_norm: 2.2173 2020-10-10 01:09:48,997 - mmaction - INFO - Epoch [202][620/1413] lr: 6.578e-02, eta: 21:22:30, time: 1.016, data_time: 0.003, memory: 8482, top1_acc: 0.4085, top5_acc: 0.6538, loss_cls: 2.7327, loss: 2.7327, grad_norm: 2.2251 2020-10-10 01:10:09,471 - mmaction - INFO - Epoch [202][640/1413] lr: 6.578e-02, eta: 21:22:11, time: 1.023, data_time: 0.002, memory: 8482, top1_acc: 0.4148, top5_acc: 0.6552, loss_cls: 2.7134, loss: 2.7134, grad_norm: 2.2607 2020-10-10 01:10:29,789 - mmaction - INFO - Epoch [202][660/1413] lr: 6.578e-02, eta: 21:21:52, time: 1.016, data_time: 0.003, memory: 8482, top1_acc: 0.4077, top5_acc: 0.6486, loss_cls: 2.7453, loss: 2.7453, grad_norm: 2.2568 2020-10-10 01:10:50,173 - mmaction - INFO - Epoch [202][680/1413] lr: 6.578e-02, eta: 21:21:33, time: 1.020, data_time: 0.003, memory: 8482, top1_acc: 0.4171, top5_acc: 0.6595, loss_cls: 2.6914, loss: 2.6914, grad_norm: 2.2207 2020-10-10 01:11:10,500 - mmaction - INFO - Epoch [202][700/1413] lr: 6.578e-02, eta: 21:21:13, time: 1.017, data_time: 0.002, memory: 8482, top1_acc: 0.4184, top5_acc: 0.6570, loss_cls: 2.6922, loss: 2.6922, grad_norm: 2.2204 2020-10-10 01:11:30,894 - mmaction - INFO - Epoch [202][720/1413] lr: 6.578e-02, eta: 21:20:54, time: 1.020, data_time: 0.002, memory: 8482, top1_acc: 0.4202, top5_acc: 0.6505, loss_cls: 2.7292, loss: 2.7292, grad_norm: 2.2265 2020-10-10 01:11:51,284 - mmaction - INFO - Epoch [202][740/1413] lr: 6.578e-02, eta: 21:20:35, time: 1.020, data_time: 0.002, memory: 8482, top1_acc: 0.4145, top5_acc: 0.6530, loss_cls: 2.7434, loss: 2.7434, grad_norm: 2.1762 2020-10-10 01:12:11,668 - mmaction - INFO - Epoch [202][760/1413] lr: 6.578e-02, eta: 21:20:15, time: 1.019, data_time: 0.001, memory: 8482, top1_acc: 0.4173, top5_acc: 0.6589, loss_cls: 2.7063, loss: 2.7063, grad_norm: 2.2393 2020-10-10 01:12:32,007 - mmaction - INFO - Epoch [202][780/1413] lr: 6.578e-02, eta: 21:19:56, time: 1.017, data_time: 0.002, memory: 8482, top1_acc: 0.4191, top5_acc: 0.6564, loss_cls: 2.7151, loss: 2.7151, grad_norm: 2.2131 2020-10-10 01:12:52,445 - mmaction - INFO - Epoch [202][800/1413] lr: 6.578e-02, eta: 21:19:37, time: 1.022, data_time: 0.002, memory: 8482, top1_acc: 0.4160, top5_acc: 0.6495, loss_cls: 2.7125, loss: 2.7125, grad_norm: 2.2276 2020-10-10 01:13:12,795 - mmaction - INFO - Epoch [202][820/1413] lr: 6.578e-02, eta: 21:19:17, time: 1.018, data_time: 0.002, memory: 8482, top1_acc: 0.4130, top5_acc: 0.6549, loss_cls: 2.7486, loss: 2.7486, grad_norm: 2.2340 2020-10-10 01:13:33,155 - mmaction - INFO - Epoch [202][840/1413] lr: 6.578e-02, eta: 21:18:58, time: 1.017, data_time: 0.001, memory: 8482, top1_acc: 0.4194, top5_acc: 0.6620, loss_cls: 2.6729, loss: 2.6729, grad_norm: 2.2281 2020-10-10 01:13:53,555 - mmaction - INFO - Epoch [202][860/1413] lr: 6.578e-02, eta: 21:18:39, time: 1.020, data_time: 0.002, memory: 8482, top1_acc: 0.4115, top5_acc: 0.6439, loss_cls: 2.7511, loss: 2.7511, grad_norm: 2.2250 2020-10-10 01:14:13,937 - mmaction - INFO - Epoch [202][880/1413] lr: 6.578e-02, eta: 21:18:20, time: 1.019, data_time: 0.002, memory: 8482, top1_acc: 0.4217, top5_acc: 0.6570, loss_cls: 2.7105, loss: 2.7105, grad_norm: 2.2301 2020-10-10 01:14:34,339 - mmaction - INFO - Epoch [202][900/1413] lr: 6.578e-02, eta: 21:18:00, time: 1.021, data_time: 0.002, memory: 8482, top1_acc: 0.4228, top5_acc: 0.6577, loss_cls: 2.6975, loss: 2.6975, grad_norm: 2.2166 2020-10-10 01:14:54,676 - mmaction - INFO - Epoch [202][920/1413] lr: 6.578e-02, eta: 21:17:41, time: 1.016, data_time: 0.001, memory: 8482, top1_acc: 0.4255, top5_acc: 0.6674, loss_cls: 2.6611, loss: 2.6611, grad_norm: 2.2504 2020-10-10 01:15:15,058 - mmaction - INFO - Epoch [202][940/1413] lr: 6.578e-02, eta: 21:17:22, time: 1.019, data_time: 0.002, memory: 8482, top1_acc: 0.4066, top5_acc: 0.6465, loss_cls: 2.7554, loss: 2.7554, grad_norm: 2.2188 2020-10-10 01:15:35,466 - mmaction - INFO - Epoch [202][960/1413] lr: 6.578e-02, eta: 21:17:02, time: 1.020, data_time: 0.002, memory: 8482, top1_acc: 0.4134, top5_acc: 0.6560, loss_cls: 2.7339, loss: 2.7339, grad_norm: 2.2258 2020-10-10 01:15:55,908 - mmaction - INFO - Epoch [202][980/1413] lr: 6.578e-02, eta: 21:16:43, time: 1.023, data_time: 0.002, memory: 8482, top1_acc: 0.4190, top5_acc: 0.6570, loss_cls: 2.6959, loss: 2.6959, grad_norm: 2.1961 2020-10-10 01:16:16,304 - mmaction - INFO - Epoch [202][1000/1413] lr: 6.578e-02, eta: 21:16:24, time: 1.019, data_time: 0.001, memory: 8482, top1_acc: 0.4189, top5_acc: 0.6492, loss_cls: 2.7167, loss: 2.7167, grad_norm: 2.2506 2020-10-10 01:16:36,690 - mmaction - INFO - Epoch [202][1020/1413] lr: 6.578e-02, eta: 21:16:05, time: 1.019, data_time: 0.002, memory: 8482, top1_acc: 0.4230, top5_acc: 0.6592, loss_cls: 2.7098, loss: 2.7098, grad_norm: 2.2069 2020-10-10 01:16:57,038 - mmaction - INFO - Epoch [202][1040/1413] lr: 6.578e-02, eta: 21:15:45, time: 1.018, data_time: 0.002, memory: 8482, top1_acc: 0.4233, top5_acc: 0.6600, loss_cls: 2.6773, loss: 2.6773, grad_norm: 2.1956 2020-10-10 01:17:17,472 - mmaction - INFO - Epoch [202][1060/1413] lr: 6.578e-02, eta: 21:15:26, time: 1.022, data_time: 0.001, memory: 8482, top1_acc: 0.4154, top5_acc: 0.6527, loss_cls: 2.7472, loss: 2.7472, grad_norm: 2.2612 2020-10-10 01:17:37,840 - mmaction - INFO - Epoch [202][1080/1413] lr: 6.578e-02, eta: 21:15:07, time: 1.018, data_time: 0.002, memory: 8482, top1_acc: 0.4181, top5_acc: 0.6602, loss_cls: 2.7201, loss: 2.7201, grad_norm: 2.2536 2020-10-10 01:17:58,171 - mmaction - INFO - Epoch [202][1100/1413] lr: 6.578e-02, eta: 21:14:47, time: 1.016, data_time: 0.002, memory: 8482, top1_acc: 0.4263, top5_acc: 0.6613, loss_cls: 2.6789, loss: 2.6789, grad_norm: 2.2121 2020-10-10 01:18:18,557 - mmaction - INFO - Epoch [202][1120/1413] lr: 6.578e-02, eta: 21:14:28, time: 1.020, data_time: 0.002, memory: 8482, top1_acc: 0.4362, top5_acc: 0.6669, loss_cls: 2.6300, loss: 2.6300, grad_norm: 2.1982 2020-10-10 01:18:38,924 - mmaction - INFO - Epoch [202][1140/1413] lr: 6.578e-02, eta: 21:14:09, time: 1.018, data_time: 0.002, memory: 8482, top1_acc: 0.4116, top5_acc: 0.6517, loss_cls: 2.7390, loss: 2.7390, grad_norm: 2.2292 2020-10-10 01:18:59,299 - mmaction - INFO - Epoch [202][1160/1413] lr: 6.578e-02, eta: 21:13:49, time: 1.018, data_time: 0.001, memory: 8482, top1_acc: 0.4216, top5_acc: 0.6592, loss_cls: 2.6893, loss: 2.6893, grad_norm: 2.2286 2020-10-10 01:19:19,703 - mmaction - INFO - Epoch [202][1180/1413] lr: 6.578e-02, eta: 21:13:30, time: 1.022, data_time: 0.003, memory: 8482, top1_acc: 0.4085, top5_acc: 0.6534, loss_cls: 2.7541, loss: 2.7541, grad_norm: 2.2322 2020-10-10 01:19:40,048 - mmaction - INFO - Epoch [202][1200/1413] lr: 6.578e-02, eta: 21:13:11, time: 1.017, data_time: 0.001, memory: 8482, top1_acc: 0.4052, top5_acc: 0.6486, loss_cls: 2.7706, loss: 2.7706, grad_norm: 2.2243 2020-10-10 01:20:00,459 - mmaction - INFO - Epoch [202][1220/1413] lr: 6.578e-02, eta: 21:12:52, time: 1.021, data_time: 0.002, memory: 8482, top1_acc: 0.4182, top5_acc: 0.6613, loss_cls: 2.7017, loss: 2.7017, grad_norm: 2.2193 2020-10-10 01:20:20,877 - mmaction - INFO - Epoch [202][1240/1413] lr: 6.578e-02, eta: 21:12:32, time: 1.021, data_time: 0.001, memory: 8482, top1_acc: 0.4115, top5_acc: 0.6565, loss_cls: 2.7451, loss: 2.7451, grad_norm: 2.1901 2020-10-10 01:20:41,302 - mmaction - INFO - Epoch [202][1260/1413] lr: 6.578e-02, eta: 21:12:13, time: 1.021, data_time: 0.002, memory: 8482, top1_acc: 0.4344, top5_acc: 0.6551, loss_cls: 2.7156, loss: 2.7156, grad_norm: 2.1979 2020-10-10 01:21:01,719 - mmaction - INFO - Epoch [202][1280/1413] lr: 6.578e-02, eta: 21:11:54, time: 1.020, data_time: 0.002, memory: 8482, top1_acc: 0.4230, top5_acc: 0.6561, loss_cls: 2.7235, loss: 2.7235, grad_norm: 2.2356 2020-10-10 01:21:22,075 - mmaction - INFO - Epoch [202][1300/1413] lr: 6.578e-02, eta: 21:11:34, time: 1.018, data_time: 0.002, memory: 8482, top1_acc: 0.4215, top5_acc: 0.6555, loss_cls: 2.7268, loss: 2.7268, grad_norm: 2.2305 2020-10-10 01:21:42,483 - mmaction - INFO - Epoch [202][1320/1413] lr: 6.578e-02, eta: 21:11:15, time: 1.020, data_time: 0.002, memory: 8482, top1_acc: 0.4199, top5_acc: 0.6582, loss_cls: 2.7167, loss: 2.7167, grad_norm: 2.2547 2020-10-10 01:22:02,852 - mmaction - INFO - Epoch [202][1340/1413] lr: 6.578e-02, eta: 21:10:56, time: 1.019, data_time: 0.002, memory: 8482, top1_acc: 0.4134, top5_acc: 0.6499, loss_cls: 2.7334, loss: 2.7334, grad_norm: 2.2475 2020-10-10 01:22:23,207 - mmaction - INFO - Epoch [202][1360/1413] lr: 6.578e-02, eta: 21:10:37, time: 1.018, data_time: 0.002, memory: 8482, top1_acc: 0.4134, top5_acc: 0.6543, loss_cls: 2.7338, loss: 2.7338, grad_norm: 2.2239 2020-10-10 01:22:43,554 - mmaction - INFO - Epoch [202][1380/1413] lr: 6.578e-02, eta: 21:10:17, time: 1.017, data_time: 0.002, memory: 8482, top1_acc: 0.4146, top5_acc: 0.6596, loss_cls: 2.7088, loss: 2.7088, grad_norm: 2.2153 2020-10-10 01:23:03,922 - mmaction - INFO - Epoch [202][1400/1413] lr: 6.578e-02, eta: 21:09:58, time: 1.018, data_time: 0.002, memory: 8482, top1_acc: 0.4112, top5_acc: 0.6562, loss_cls: 2.7154, loss: 2.7154, grad_norm: 2.2500 2020-10-10 01:24:11,834 - mmaction - INFO - Epoch [203][20/1413] lr: 6.350e-02, eta: 21:09:57, time: 2.648, data_time: 1.632, memory: 8482, top1_acc: 0.4174, top5_acc: 0.6555, loss_cls: 2.7215, loss: 2.7215, grad_norm: 2.2333 2020-10-10 01:24:31,150 - mmaction - INFO - Epoch [203][40/1413] lr: 6.350e-02, eta: 21:09:36, time: 0.966, data_time: 0.003, memory: 8482, top1_acc: 0.4190, top5_acc: 0.6604, loss_cls: 2.6850, loss: 2.6850, grad_norm: 2.2372 2020-10-10 01:24:50,411 - mmaction - INFO - Epoch [203][60/1413] lr: 6.350e-02, eta: 21:09:14, time: 0.963, data_time: 0.003, memory: 8482, top1_acc: 0.4297, top5_acc: 0.6674, loss_cls: 2.6375, loss: 2.6375, grad_norm: 2.2404 2020-10-10 01:25:09,734 - mmaction - INFO - Epoch [203][80/1413] lr: 6.350e-02, eta: 21:08:53, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.4225, top5_acc: 0.6600, loss_cls: 2.7216, loss: 2.7216, grad_norm: 2.2804 2020-10-10 01:25:29,071 - mmaction - INFO - Epoch [203][100/1413] lr: 6.350e-02, eta: 21:08:32, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4298, top5_acc: 0.6518, loss_cls: 2.6880, loss: 2.6880, grad_norm: 2.2216 2020-10-10 01:25:48,432 - mmaction - INFO - Epoch [203][120/1413] lr: 6.350e-02, eta: 21:08:12, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4342, top5_acc: 0.6698, loss_cls: 2.6453, loss: 2.6453, grad_norm: 2.2229 2020-10-10 01:26:07,760 - mmaction - INFO - Epoch [203][140/1413] lr: 6.350e-02, eta: 21:07:51, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.4199, top5_acc: 0.6585, loss_cls: 2.6993, loss: 2.6993, grad_norm: 2.2409 2020-10-10 01:26:27,141 - mmaction - INFO - Epoch [203][160/1413] lr: 6.350e-02, eta: 21:07:30, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4197, top5_acc: 0.6754, loss_cls: 2.6338, loss: 2.6338, grad_norm: 2.2348 2020-10-10 01:26:46,522 - mmaction - INFO - Epoch [203][180/1413] lr: 6.350e-02, eta: 21:07:09, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4345, top5_acc: 0.6714, loss_cls: 2.6106, loss: 2.6106, grad_norm: 2.2216 2020-10-10 01:27:05,870 - mmaction - INFO - Epoch [203][200/1413] lr: 6.350e-02, eta: 21:06:48, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.4246, top5_acc: 0.6637, loss_cls: 2.6653, loss: 2.6653, grad_norm: 2.2520 2020-10-10 01:27:25,245 - mmaction - INFO - Epoch [203][220/1413] lr: 6.350e-02, eta: 21:06:27, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4129, top5_acc: 0.6569, loss_cls: 2.7229, loss: 2.7229, grad_norm: 2.2680 2020-10-10 01:27:44,582 - mmaction - INFO - Epoch [203][240/1413] lr: 6.350e-02, eta: 21:06:06, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4167, top5_acc: 0.6647, loss_cls: 2.6880, loss: 2.6880, grad_norm: 2.2637 2020-10-10 01:28:03,953 - mmaction - INFO - Epoch [203][260/1413] lr: 6.350e-02, eta: 21:05:45, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4185, top5_acc: 0.6565, loss_cls: 2.6881, loss: 2.6881, grad_norm: 2.2390 2020-10-10 01:28:23,354 - mmaction - INFO - Epoch [203][280/1413] lr: 6.350e-02, eta: 21:05:24, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4270, top5_acc: 0.6634, loss_cls: 2.6614, loss: 2.6614, grad_norm: 2.2016 2020-10-10 01:28:42,709 - mmaction - INFO - Epoch [203][300/1413] lr: 6.350e-02, eta: 21:05:03, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4102, top5_acc: 0.6561, loss_cls: 2.7182, loss: 2.7182, grad_norm: 2.2449 2020-10-10 01:29:02,049 - mmaction - INFO - Epoch [203][320/1413] lr: 6.350e-02, eta: 21:04:42, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4178, top5_acc: 0.6586, loss_cls: 2.7067, loss: 2.7067, grad_norm: 2.2650 2020-10-10 01:29:21,391 - mmaction - INFO - Epoch [203][340/1413] lr: 6.350e-02, eta: 21:04:21, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4172, top5_acc: 0.6557, loss_cls: 2.7188, loss: 2.7188, grad_norm: 2.2880 2020-10-10 01:29:40,749 - mmaction - INFO - Epoch [203][360/1413] lr: 6.350e-02, eta: 21:04:00, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4257, top5_acc: 0.6605, loss_cls: 2.6493, loss: 2.6493, grad_norm: 2.2431 2020-10-10 01:30:00,127 - mmaction - INFO - Epoch [203][380/1413] lr: 6.350e-02, eta: 21:03:39, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4297, top5_acc: 0.6641, loss_cls: 2.6741, loss: 2.6741, grad_norm: 2.2522 2020-10-10 01:30:19,502 - mmaction - INFO - Epoch [203][400/1413] lr: 6.350e-02, eta: 21:03:18, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4227, top5_acc: 0.6629, loss_cls: 2.7064, loss: 2.7064, grad_norm: 2.2764 2020-10-10 01:30:38,880 - mmaction - INFO - Epoch [203][420/1413] lr: 6.350e-02, eta: 21:02:57, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4191, top5_acc: 0.6655, loss_cls: 2.6834, loss: 2.6834, grad_norm: 2.2731 2020-10-10 01:30:58,308 - mmaction - INFO - Epoch [203][440/1413] lr: 6.350e-02, eta: 21:02:37, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4176, top5_acc: 0.6531, loss_cls: 2.7296, loss: 2.7296, grad_norm: 2.2554 2020-10-10 01:31:17,724 - mmaction - INFO - Epoch [203][460/1413] lr: 6.350e-02, eta: 21:02:16, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4201, top5_acc: 0.6565, loss_cls: 2.6884, loss: 2.6884, grad_norm: 2.2352 2020-10-10 01:31:37,102 - mmaction - INFO - Epoch [203][480/1413] lr: 6.350e-02, eta: 21:01:55, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4236, top5_acc: 0.6570, loss_cls: 2.6989, loss: 2.6989, grad_norm: 2.2438 2020-10-10 01:31:56,470 - mmaction - INFO - Epoch [203][500/1413] lr: 6.350e-02, eta: 21:01:34, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4254, top5_acc: 0.6651, loss_cls: 2.6639, loss: 2.6639, grad_norm: 2.2493 2020-10-10 01:32:15,824 - mmaction - INFO - Epoch [203][520/1413] lr: 6.350e-02, eta: 21:01:13, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4187, top5_acc: 0.6525, loss_cls: 2.7227, loss: 2.7227, grad_norm: 2.2627 2020-10-10 01:32:35,240 - mmaction - INFO - Epoch [203][540/1413] lr: 6.350e-02, eta: 21:00:52, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4132, top5_acc: 0.6474, loss_cls: 2.7416, loss: 2.7416, grad_norm: 2.2639 2020-10-10 01:32:54,620 - mmaction - INFO - Epoch [203][560/1413] lr: 6.350e-02, eta: 21:00:31, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4260, top5_acc: 0.6607, loss_cls: 2.6915, loss: 2.6915, grad_norm: 2.2465 2020-10-10 01:33:13,971 - mmaction - INFO - Epoch [203][580/1413] lr: 6.350e-02, eta: 21:00:10, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4219, top5_acc: 0.6592, loss_cls: 2.6981, loss: 2.6981, grad_norm: 2.2538 2020-10-10 01:33:33,416 - mmaction - INFO - Epoch [203][600/1413] lr: 6.350e-02, eta: 20:59:50, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4206, top5_acc: 0.6553, loss_cls: 2.7208, loss: 2.7208, grad_norm: 2.2495 2020-10-10 01:33:52,772 - mmaction - INFO - Epoch [203][620/1413] lr: 6.350e-02, eta: 20:59:29, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4190, top5_acc: 0.6538, loss_cls: 2.7077, loss: 2.7077, grad_norm: 2.2697 2020-10-10 01:34:12,110 - mmaction - INFO - Epoch [203][640/1413] lr: 6.350e-02, eta: 20:59:08, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4306, top5_acc: 0.6656, loss_cls: 2.6733, loss: 2.6733, grad_norm: 2.2925 2020-10-10 01:34:31,459 - mmaction - INFO - Epoch [203][660/1413] lr: 6.350e-02, eta: 20:58:47, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4168, top5_acc: 0.6525, loss_cls: 2.7242, loss: 2.7242, grad_norm: 2.2324 2020-10-10 01:34:50,837 - mmaction - INFO - Epoch [203][680/1413] lr: 6.350e-02, eta: 20:58:26, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4199, top5_acc: 0.6611, loss_cls: 2.6897, loss: 2.6897, grad_norm: 2.2569 2020-10-10 01:35:10,203 - mmaction - INFO - Epoch [203][700/1413] lr: 6.350e-02, eta: 20:58:05, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4315, top5_acc: 0.6620, loss_cls: 2.6628, loss: 2.6628, grad_norm: 2.2543 2020-10-10 01:35:29,550 - mmaction - INFO - Epoch [203][720/1413] lr: 6.350e-02, eta: 20:57:44, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4167, top5_acc: 0.6632, loss_cls: 2.6801, loss: 2.6801, grad_norm: 2.2392 2020-10-10 01:35:48,944 - mmaction - INFO - Epoch [203][740/1413] lr: 6.350e-02, eta: 20:57:23, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4302, top5_acc: 0.6673, loss_cls: 2.6670, loss: 2.6670, grad_norm: 2.2530 2020-10-10 01:36:08,291 - mmaction - INFO - Epoch [203][760/1413] lr: 6.350e-02, eta: 20:57:02, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4223, top5_acc: 0.6690, loss_cls: 2.6547, loss: 2.6547, grad_norm: 2.2642 2020-10-10 01:36:27,669 - mmaction - INFO - Epoch [203][780/1413] lr: 6.350e-02, eta: 20:56:41, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4294, top5_acc: 0.6668, loss_cls: 2.6681, loss: 2.6681, grad_norm: 2.2418 2020-10-10 01:36:47,076 - mmaction - INFO - Epoch [203][800/1413] lr: 6.350e-02, eta: 20:56:21, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4232, top5_acc: 0.6556, loss_cls: 2.7169, loss: 2.7169, grad_norm: 2.2491 2020-10-10 01:37:06,431 - mmaction - INFO - Epoch [203][820/1413] lr: 6.350e-02, eta: 20:56:00, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4151, top5_acc: 0.6507, loss_cls: 2.7481, loss: 2.7481, grad_norm: 2.2480 2020-10-10 01:37:25,829 - mmaction - INFO - Epoch [203][840/1413] lr: 6.350e-02, eta: 20:55:39, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4187, top5_acc: 0.6598, loss_cls: 2.6950, loss: 2.6950, grad_norm: 2.2182 2020-10-10 01:37:45,201 - mmaction - INFO - Epoch [203][860/1413] lr: 6.350e-02, eta: 20:55:18, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4158, top5_acc: 0.6531, loss_cls: 2.7481, loss: 2.7481, grad_norm: 2.2337 2020-10-10 01:38:04,572 - mmaction - INFO - Epoch [203][880/1413] lr: 6.350e-02, eta: 20:54:57, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4117, top5_acc: 0.6557, loss_cls: 2.7048, loss: 2.7048, grad_norm: 2.2487 2020-10-10 01:38:23,907 - mmaction - INFO - Epoch [203][900/1413] lr: 6.350e-02, eta: 20:54:36, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4199, top5_acc: 0.6605, loss_cls: 2.6785, loss: 2.6785, grad_norm: 2.2227 2020-10-10 01:38:43,294 - mmaction - INFO - Epoch [203][920/1413] lr: 6.350e-02, eta: 20:54:15, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4249, top5_acc: 0.6594, loss_cls: 2.6960, loss: 2.6960, grad_norm: 2.2391 2020-10-10 01:39:02,654 - mmaction - INFO - Epoch [203][940/1413] lr: 6.350e-02, eta: 20:53:54, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4086, top5_acc: 0.6499, loss_cls: 2.7505, loss: 2.7505, grad_norm: 2.2783 2020-10-10 01:39:22,064 - mmaction - INFO - Epoch [203][960/1413] lr: 6.350e-02, eta: 20:53:34, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4216, top5_acc: 0.6538, loss_cls: 2.7159, loss: 2.7159, grad_norm: 2.2534 2020-10-10 01:39:41,506 - mmaction - INFO - Epoch [203][980/1413] lr: 6.350e-02, eta: 20:53:13, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.4247, top5_acc: 0.6603, loss_cls: 2.6997, loss: 2.6997, grad_norm: 2.2783 2020-10-10 01:40:00,890 - mmaction - INFO - Epoch [203][1000/1413] lr: 6.350e-02, eta: 20:52:52, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4139, top5_acc: 0.6572, loss_cls: 2.7206, loss: 2.7206, grad_norm: 2.2988 2020-10-10 01:40:20,304 - mmaction - INFO - Epoch [203][1020/1413] lr: 6.350e-02, eta: 20:52:31, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4031, top5_acc: 0.6471, loss_cls: 2.7666, loss: 2.7666, grad_norm: 2.2287 2020-10-10 01:40:39,664 - mmaction - INFO - Epoch [203][1040/1413] lr: 6.350e-02, eta: 20:52:10, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4240, top5_acc: 0.6560, loss_cls: 2.6861, loss: 2.6861, grad_norm: 2.2340 2020-10-10 01:40:58,999 - mmaction - INFO - Epoch [203][1060/1413] lr: 6.350e-02, eta: 20:51:49, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4229, top5_acc: 0.6556, loss_cls: 2.7137, loss: 2.7137, grad_norm: 2.2760 2020-10-10 01:41:18,437 - mmaction - INFO - Epoch [203][1080/1413] lr: 6.350e-02, eta: 20:51:28, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4184, top5_acc: 0.6608, loss_cls: 2.7107, loss: 2.7107, grad_norm: 2.2552 2020-10-10 01:41:37,852 - mmaction - INFO - Epoch [203][1100/1413] lr: 6.350e-02, eta: 20:51:08, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4230, top5_acc: 0.6572, loss_cls: 2.7063, loss: 2.7063, grad_norm: 2.2519 2020-10-10 01:41:57,231 - mmaction - INFO - Epoch [203][1120/1413] lr: 6.350e-02, eta: 20:50:47, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4172, top5_acc: 0.6544, loss_cls: 2.7179, loss: 2.7179, grad_norm: 2.2579 2020-10-10 01:42:16,648 - mmaction - INFO - Epoch [203][1140/1413] lr: 6.350e-02, eta: 20:50:26, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4156, top5_acc: 0.6526, loss_cls: 2.7306, loss: 2.7306, grad_norm: 2.2725 2020-10-10 01:42:36,038 - mmaction - INFO - Epoch [203][1160/1413] lr: 6.350e-02, eta: 20:50:05, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4165, top5_acc: 0.6504, loss_cls: 2.7355, loss: 2.7355, grad_norm: 2.2596 2020-10-10 01:42:55,411 - mmaction - INFO - Epoch [203][1180/1413] lr: 6.350e-02, eta: 20:49:44, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4169, top5_acc: 0.6565, loss_cls: 2.7424, loss: 2.7424, grad_norm: 2.2768 2020-10-10 01:43:14,782 - mmaction - INFO - Epoch [203][1200/1413] lr: 6.350e-02, eta: 20:49:23, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4215, top5_acc: 0.6586, loss_cls: 2.6936, loss: 2.6936, grad_norm: 2.2311 2020-10-10 01:43:34,188 - mmaction - INFO - Epoch [203][1220/1413] lr: 6.350e-02, eta: 20:49:03, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4221, top5_acc: 0.6689, loss_cls: 2.6821, loss: 2.6821, grad_norm: 2.2844 2020-10-10 01:43:53,573 - mmaction - INFO - Epoch [203][1240/1413] lr: 6.350e-02, eta: 20:48:42, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4326, top5_acc: 0.6681, loss_cls: 2.6461, loss: 2.6461, grad_norm: 2.2515 2020-10-10 01:44:13,008 - mmaction - INFO - Epoch [203][1260/1413] lr: 6.350e-02, eta: 20:48:21, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4208, top5_acc: 0.6586, loss_cls: 2.7201, loss: 2.7201, grad_norm: 2.2383 2020-10-10 01:44:32,392 - mmaction - INFO - Epoch [203][1280/1413] lr: 6.350e-02, eta: 20:48:00, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4142, top5_acc: 0.6551, loss_cls: 2.7302, loss: 2.7302, grad_norm: 2.2541 2020-10-10 01:44:51,709 - mmaction - INFO - Epoch [203][1300/1413] lr: 6.350e-02, eta: 20:47:39, time: 0.965, data_time: 0.001, memory: 8482, top1_acc: 0.4224, top5_acc: 0.6531, loss_cls: 2.7212, loss: 2.7212, grad_norm: 2.2394 2020-10-10 01:45:11,136 - mmaction - INFO - Epoch [203][1320/1413] lr: 6.350e-02, eta: 20:47:18, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.4152, top5_acc: 0.6525, loss_cls: 2.7362, loss: 2.7362, grad_norm: 2.2487 2020-10-10 01:45:30,573 - mmaction - INFO - Epoch [203][1340/1413] lr: 6.350e-02, eta: 20:46:58, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4151, top5_acc: 0.6504, loss_cls: 2.7441, loss: 2.7441, grad_norm: 2.2494 2020-10-10 01:45:50,046 - mmaction - INFO - Epoch [203][1360/1413] lr: 6.350e-02, eta: 20:46:37, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4145, top5_acc: 0.6544, loss_cls: 2.7434, loss: 2.7434, grad_norm: 2.2612 2020-10-10 01:46:09,451 - mmaction - INFO - Epoch [203][1380/1413] lr: 6.350e-02, eta: 20:46:16, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4193, top5_acc: 0.6643, loss_cls: 2.6752, loss: 2.6752, grad_norm: 2.2567 2020-10-10 01:46:28,827 - mmaction - INFO - Epoch [203][1400/1413] lr: 6.350e-02, eta: 20:45:55, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4182, top5_acc: 0.6544, loss_cls: 2.7347, loss: 2.7347, grad_norm: 2.2516 2020-10-10 01:47:32,105 - mmaction - INFO - Epoch [204][20/1413] lr: 6.125e-02, eta: 20:45:48, time: 2.509, data_time: 1.492, memory: 8482, top1_acc: 0.4309, top5_acc: 0.6634, loss_cls: 2.6552, loss: 2.6552, grad_norm: 2.2715 2020-10-10 01:47:51,452 - mmaction - INFO - Epoch [204][40/1413] lr: 6.125e-02, eta: 20:45:28, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4220, top5_acc: 0.6562, loss_cls: 2.7143, loss: 2.7143, grad_norm: 2.2609 2020-10-10 01:48:10,789 - mmaction - INFO - Epoch [204][60/1413] lr: 6.125e-02, eta: 20:45:07, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4331, top5_acc: 0.6628, loss_cls: 2.6477, loss: 2.6477, grad_norm: 2.2423 2020-10-10 01:48:30,085 - mmaction - INFO - Epoch [204][80/1413] lr: 6.125e-02, eta: 20:44:46, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4186, top5_acc: 0.6635, loss_cls: 2.6600, loss: 2.6600, grad_norm: 2.2475 2020-10-10 01:48:49,455 - mmaction - INFO - Epoch [204][100/1413] lr: 6.125e-02, eta: 20:44:25, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4254, top5_acc: 0.6624, loss_cls: 2.6661, loss: 2.6661, grad_norm: 2.2503 2020-10-10 01:49:08,851 - mmaction - INFO - Epoch [204][120/1413] lr: 6.125e-02, eta: 20:44:04, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4215, top5_acc: 0.6622, loss_cls: 2.6736, loss: 2.6736, grad_norm: 2.2857 2020-10-10 01:49:28,212 - mmaction - INFO - Epoch [204][140/1413] lr: 6.125e-02, eta: 20:43:43, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4352, top5_acc: 0.6721, loss_cls: 2.6149, loss: 2.6149, grad_norm: 2.2647 2020-10-10 01:49:47,540 - mmaction - INFO - Epoch [204][160/1413] lr: 6.125e-02, eta: 20:43:22, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4299, top5_acc: 0.6585, loss_cls: 2.7064, loss: 2.7064, grad_norm: 2.2879 2020-10-10 01:50:06,979 - mmaction - INFO - Epoch [204][180/1413] lr: 6.125e-02, eta: 20:43:01, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4303, top5_acc: 0.6637, loss_cls: 2.6649, loss: 2.6649, grad_norm: 2.2980 2020-10-10 01:50:26,311 - mmaction - INFO - Epoch [204][200/1413] lr: 6.125e-02, eta: 20:42:40, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4370, top5_acc: 0.6710, loss_cls: 2.6368, loss: 2.6368, grad_norm: 2.2256 2020-10-10 01:50:45,708 - mmaction - INFO - Epoch [204][220/1413] lr: 6.125e-02, eta: 20:42:20, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4182, top5_acc: 0.6561, loss_cls: 2.7091, loss: 2.7091, grad_norm: 2.2424 2020-10-10 01:51:05,085 - mmaction - INFO - Epoch [204][240/1413] lr: 6.125e-02, eta: 20:41:59, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4206, top5_acc: 0.6646, loss_cls: 2.6883, loss: 2.6883, grad_norm: 2.2707 2020-10-10 01:51:24,480 - mmaction - INFO - Epoch [204][260/1413] lr: 6.125e-02, eta: 20:41:38, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4298, top5_acc: 0.6668, loss_cls: 2.6259, loss: 2.6259, grad_norm: 2.2563 2020-10-10 01:51:43,880 - mmaction - INFO - Epoch [204][280/1413] lr: 6.125e-02, eta: 20:41:17, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4165, top5_acc: 0.6568, loss_cls: 2.7035, loss: 2.7035, grad_norm: 2.2787 2020-10-10 01:52:03,275 - mmaction - INFO - Epoch [204][300/1413] lr: 6.125e-02, eta: 20:40:56, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4285, top5_acc: 0.6701, loss_cls: 2.6436, loss: 2.6436, grad_norm: 2.2556 2020-10-10 01:52:22,617 - mmaction - INFO - Epoch [204][320/1413] lr: 6.125e-02, eta: 20:40:35, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4271, top5_acc: 0.6663, loss_cls: 2.6561, loss: 2.6561, grad_norm: 2.2518 2020-10-10 01:52:42,084 - mmaction - INFO - Epoch [204][340/1413] lr: 6.125e-02, eta: 20:40:15, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.4358, top5_acc: 0.6686, loss_cls: 2.6567, loss: 2.6567, grad_norm: 2.2488 2020-10-10 01:53:01,463 - mmaction - INFO - Epoch [204][360/1413] lr: 6.125e-02, eta: 20:39:54, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4246, top5_acc: 0.6585, loss_cls: 2.6822, loss: 2.6822, grad_norm: 2.2928 2020-10-10 01:53:20,863 - mmaction - INFO - Epoch [204][380/1413] lr: 6.125e-02, eta: 20:39:33, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4318, top5_acc: 0.6660, loss_cls: 2.6406, loss: 2.6406, grad_norm: 2.2761 2020-10-10 01:53:40,237 - mmaction - INFO - Epoch [204][400/1413] lr: 6.125e-02, eta: 20:39:12, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4223, top5_acc: 0.6534, loss_cls: 2.6990, loss: 2.6990, grad_norm: 2.2845 2020-10-10 01:53:59,621 - mmaction - INFO - Epoch [204][420/1413] lr: 6.125e-02, eta: 20:38:51, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4268, top5_acc: 0.6590, loss_cls: 2.6611, loss: 2.6611, grad_norm: 2.2470 2020-10-10 01:54:18,977 - mmaction - INFO - Epoch [204][440/1413] lr: 6.125e-02, eta: 20:38:31, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4224, top5_acc: 0.6717, loss_cls: 2.6609, loss: 2.6609, grad_norm: 2.3051 2020-10-10 01:54:38,393 - mmaction - INFO - Epoch [204][460/1413] lr: 6.125e-02, eta: 20:38:10, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4250, top5_acc: 0.6676, loss_cls: 2.6735, loss: 2.6735, grad_norm: 2.3218 2020-10-10 01:54:57,792 - mmaction - INFO - Epoch [204][480/1413] lr: 6.125e-02, eta: 20:37:49, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4294, top5_acc: 0.6667, loss_cls: 2.6631, loss: 2.6631, grad_norm: 2.2963 2020-10-10 01:55:17,184 - mmaction - INFO - Epoch [204][500/1413] lr: 6.125e-02, eta: 20:37:28, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4234, top5_acc: 0.6589, loss_cls: 2.6961, loss: 2.6961, grad_norm: 2.2951 2020-10-10 01:55:36,535 - mmaction - INFO - Epoch [204][520/1413] lr: 6.125e-02, eta: 20:37:07, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4224, top5_acc: 0.6539, loss_cls: 2.7002, loss: 2.7002, grad_norm: 2.2807 2020-10-10 01:55:55,902 - mmaction - INFO - Epoch [204][540/1413] lr: 6.125e-02, eta: 20:36:46, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4297, top5_acc: 0.6674, loss_cls: 2.6562, loss: 2.6562, grad_norm: 2.2731 2020-10-10 01:56:15,329 - mmaction - INFO - Epoch [204][560/1413] lr: 6.125e-02, eta: 20:36:26, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4137, top5_acc: 0.6509, loss_cls: 2.7411, loss: 2.7411, grad_norm: 2.2856 2020-10-10 01:56:34,702 - mmaction - INFO - Epoch [204][580/1413] lr: 6.125e-02, eta: 20:36:05, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4181, top5_acc: 0.6539, loss_cls: 2.7036, loss: 2.7036, grad_norm: 2.2438 2020-10-10 01:56:54,094 - mmaction - INFO - Epoch [204][600/1413] lr: 6.125e-02, eta: 20:35:44, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4245, top5_acc: 0.6714, loss_cls: 2.6508, loss: 2.6508, grad_norm: 2.2961 2020-10-10 01:57:13,510 - mmaction - INFO - Epoch [204][620/1413] lr: 6.125e-02, eta: 20:35:23, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4236, top5_acc: 0.6552, loss_cls: 2.7062, loss: 2.7062, grad_norm: 2.3038 2020-10-10 01:57:32,886 - mmaction - INFO - Epoch [204][640/1413] lr: 6.125e-02, eta: 20:35:02, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4332, top5_acc: 0.6702, loss_cls: 2.6491, loss: 2.6491, grad_norm: 2.2490 2020-10-10 01:57:52,260 - mmaction - INFO - Epoch [204][660/1413] lr: 6.125e-02, eta: 20:34:42, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4168, top5_acc: 0.6513, loss_cls: 2.7189, loss: 2.7189, grad_norm: 2.2672 2020-10-10 01:58:11,642 - mmaction - INFO - Epoch [204][680/1413] lr: 6.125e-02, eta: 20:34:21, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4186, top5_acc: 0.6647, loss_cls: 2.6624, loss: 2.6624, grad_norm: 2.3015 2020-10-10 01:58:31,083 - mmaction - INFO - Epoch [204][700/1413] lr: 6.125e-02, eta: 20:34:00, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4224, top5_acc: 0.6615, loss_cls: 2.6721, loss: 2.6721, grad_norm: 2.2722 2020-10-10 01:58:50,491 - mmaction - INFO - Epoch [204][720/1413] lr: 6.125e-02, eta: 20:33:39, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4159, top5_acc: 0.6605, loss_cls: 2.7204, loss: 2.7204, grad_norm: 2.2807 2020-10-10 01:59:09,860 - mmaction - INFO - Epoch [204][740/1413] lr: 6.125e-02, eta: 20:33:18, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4233, top5_acc: 0.6628, loss_cls: 2.6803, loss: 2.6803, grad_norm: 2.2653 2020-10-10 01:59:29,174 - mmaction - INFO - Epoch [204][760/1413] lr: 6.125e-02, eta: 20:32:58, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.4105, top5_acc: 0.6499, loss_cls: 2.7438, loss: 2.7438, grad_norm: 2.2778 2020-10-10 01:59:48,512 - mmaction - INFO - Epoch [204][780/1413] lr: 6.125e-02, eta: 20:32:37, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4254, top5_acc: 0.6604, loss_cls: 2.6870, loss: 2.6870, grad_norm: 2.3031 2020-10-10 02:00:08,958 - mmaction - INFO - Epoch [204][800/1413] lr: 6.125e-02, eta: 20:32:17, time: 1.023, data_time: 0.002, memory: 8482, top1_acc: 0.4207, top5_acc: 0.6682, loss_cls: 2.6747, loss: 2.6747, grad_norm: 2.2914 2020-10-10 02:00:28,315 - mmaction - INFO - Epoch [204][820/1413] lr: 6.125e-02, eta: 20:31:57, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4187, top5_acc: 0.6600, loss_cls: 2.6810, loss: 2.6810, grad_norm: 2.2774 2020-10-10 02:00:47,739 - mmaction - INFO - Epoch [204][840/1413] lr: 6.125e-02, eta: 20:31:36, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4154, top5_acc: 0.6582, loss_cls: 2.6798, loss: 2.6798, grad_norm: 2.2837 2020-10-10 02:01:07,071 - mmaction - INFO - Epoch [204][860/1413] lr: 6.125e-02, eta: 20:31:15, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.4055, top5_acc: 0.6473, loss_cls: 2.7792, loss: 2.7792, grad_norm: 2.2867 2020-10-10 02:01:26,522 - mmaction - INFO - Epoch [204][880/1413] lr: 6.125e-02, eta: 20:30:54, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4298, top5_acc: 0.6658, loss_cls: 2.6737, loss: 2.6737, grad_norm: 2.2800 2020-10-10 02:01:45,892 - mmaction - INFO - Epoch [204][900/1413] lr: 6.125e-02, eta: 20:30:33, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4210, top5_acc: 0.6613, loss_cls: 2.6734, loss: 2.6734, grad_norm: 2.2713 2020-10-10 02:02:05,300 - mmaction - INFO - Epoch [204][920/1413] lr: 6.125e-02, eta: 20:30:13, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4319, top5_acc: 0.6680, loss_cls: 2.6640, loss: 2.6640, grad_norm: 2.2834 2020-10-10 02:02:24,664 - mmaction - INFO - Epoch [204][940/1413] lr: 6.125e-02, eta: 20:29:52, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4207, top5_acc: 0.6583, loss_cls: 2.7131, loss: 2.7131, grad_norm: 2.2914 2020-10-10 02:02:44,093 - mmaction - INFO - Epoch [204][960/1413] lr: 6.125e-02, eta: 20:29:31, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4262, top5_acc: 0.6633, loss_cls: 2.6739, loss: 2.6739, grad_norm: 2.3116 2020-10-10 02:03:03,462 - mmaction - INFO - Epoch [204][980/1413] lr: 6.125e-02, eta: 20:29:10, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4275, top5_acc: 0.6504, loss_cls: 2.6939, loss: 2.6939, grad_norm: 2.2944 2020-10-10 02:03:22,882 - mmaction - INFO - Epoch [204][1000/1413] lr: 6.125e-02, eta: 20:28:50, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4277, top5_acc: 0.6615, loss_cls: 2.6831, loss: 2.6831, grad_norm: 2.3089 2020-10-10 02:03:42,267 - mmaction - INFO - Epoch [204][1020/1413] lr: 6.125e-02, eta: 20:28:29, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4228, top5_acc: 0.6648, loss_cls: 2.6826, loss: 2.6826, grad_norm: 2.2713 2020-10-10 02:04:01,642 - mmaction - INFO - Epoch [204][1040/1413] lr: 6.125e-02, eta: 20:28:08, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4246, top5_acc: 0.6638, loss_cls: 2.6570, loss: 2.6570, grad_norm: 2.2579 2020-10-10 02:04:21,047 - mmaction - INFO - Epoch [204][1060/1413] lr: 6.125e-02, eta: 20:27:47, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4189, top5_acc: 0.6574, loss_cls: 2.6800, loss: 2.6800, grad_norm: 2.2745 2020-10-10 02:04:40,479 - mmaction - INFO - Epoch [204][1080/1413] lr: 6.125e-02, eta: 20:27:26, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4105, top5_acc: 0.6505, loss_cls: 2.7632, loss: 2.7632, grad_norm: 2.3232 2020-10-10 02:04:59,845 - mmaction - INFO - Epoch [204][1100/1413] lr: 6.125e-02, eta: 20:27:06, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4107, top5_acc: 0.6590, loss_cls: 2.6998, loss: 2.6998, grad_norm: 2.3045 2020-10-10 02:05:19,219 - mmaction - INFO - Epoch [204][1120/1413] lr: 6.125e-02, eta: 20:26:45, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4079, top5_acc: 0.6602, loss_cls: 2.7060, loss: 2.7060, grad_norm: 2.3214 2020-10-10 02:05:38,614 - mmaction - INFO - Epoch [204][1140/1413] lr: 6.125e-02, eta: 20:26:24, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4285, top5_acc: 0.6624, loss_cls: 2.6768, loss: 2.6768, grad_norm: 2.2964 2020-10-10 02:05:58,036 - mmaction - INFO - Epoch [204][1160/1413] lr: 6.125e-02, eta: 20:26:03, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4135, top5_acc: 0.6526, loss_cls: 2.7344, loss: 2.7344, grad_norm: 2.2967 2020-10-10 02:06:17,434 - mmaction - INFO - Epoch [204][1180/1413] lr: 6.125e-02, eta: 20:25:43, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4133, top5_acc: 0.6565, loss_cls: 2.7175, loss: 2.7175, grad_norm: 2.3033 2020-10-10 02:06:36,844 - mmaction - INFO - Epoch [204][1200/1413] lr: 6.125e-02, eta: 20:25:22, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4246, top5_acc: 0.6573, loss_cls: 2.6760, loss: 2.6760, grad_norm: 2.2863 2020-10-10 02:06:56,171 - mmaction - INFO - Epoch [204][1220/1413] lr: 6.125e-02, eta: 20:25:01, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4246, top5_acc: 0.6624, loss_cls: 2.7021, loss: 2.7021, grad_norm: 2.2557 2020-10-10 02:07:15,580 - mmaction - INFO - Epoch [204][1240/1413] lr: 6.125e-02, eta: 20:24:40, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4333, top5_acc: 0.6599, loss_cls: 2.6653, loss: 2.6653, grad_norm: 2.2965 2020-10-10 02:07:34,941 - mmaction - INFO - Epoch [204][1260/1413] lr: 6.125e-02, eta: 20:24:19, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4294, top5_acc: 0.6725, loss_cls: 2.6338, loss: 2.6338, grad_norm: 2.2810 2020-10-10 02:07:54,313 - mmaction - INFO - Epoch [204][1280/1413] lr: 6.125e-02, eta: 20:23:59, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4227, top5_acc: 0.6598, loss_cls: 2.6660, loss: 2.6660, grad_norm: 2.3029 2020-10-10 02:08:13,722 - mmaction - INFO - Epoch [204][1300/1413] lr: 6.125e-02, eta: 20:23:38, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4137, top5_acc: 0.6556, loss_cls: 2.7313, loss: 2.7313, grad_norm: 2.3101 2020-10-10 02:08:33,080 - mmaction - INFO - Epoch [204][1320/1413] lr: 6.125e-02, eta: 20:23:17, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4294, top5_acc: 0.6613, loss_cls: 2.6751, loss: 2.6751, grad_norm: 2.2293 2020-10-10 02:08:52,467 - mmaction - INFO - Epoch [204][1340/1413] lr: 6.125e-02, eta: 20:22:56, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4230, top5_acc: 0.6617, loss_cls: 2.6715, loss: 2.6715, grad_norm: 2.2928 2020-10-10 02:09:11,882 - mmaction - INFO - Epoch [204][1360/1413] lr: 6.125e-02, eta: 20:22:35, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4227, top5_acc: 0.6547, loss_cls: 2.6978, loss: 2.6978, grad_norm: 2.3417 2020-10-10 02:09:31,263 - mmaction - INFO - Epoch [204][1380/1413] lr: 6.125e-02, eta: 20:22:15, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4345, top5_acc: 0.6678, loss_cls: 2.6561, loss: 2.6561, grad_norm: 2.2466 2020-10-10 02:09:50,679 - mmaction - INFO - Epoch [204][1400/1413] lr: 6.125e-02, eta: 20:21:54, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4134, top5_acc: 0.6535, loss_cls: 2.7187, loss: 2.7187, grad_norm: 2.3132 2020-10-10 02:10:59,022 - mmaction - INFO - Epoch [205][20/1413] lr: 5.904e-02, eta: 20:21:52, time: 2.707, data_time: 1.697, memory: 8482, top1_acc: 0.4210, top5_acc: 0.6721, loss_cls: 2.6519, loss: 2.6519, grad_norm: 2.2812 2020-10-10 02:11:18,352 - mmaction - INFO - Epoch [205][40/1413] lr: 5.904e-02, eta: 20:21:31, time: 0.968, data_time: 0.004, memory: 8482, top1_acc: 0.4225, top5_acc: 0.6646, loss_cls: 2.6644, loss: 2.6644, grad_norm: 2.3008 2020-10-10 02:11:37,652 - mmaction - INFO - Epoch [205][60/1413] lr: 5.904e-02, eta: 20:21:10, time: 0.963, data_time: 0.001, memory: 8482, top1_acc: 0.4293, top5_acc: 0.6646, loss_cls: 2.6454, loss: 2.6454, grad_norm: 2.2501 2020-10-10 02:11:57,023 - mmaction - INFO - Epoch [205][80/1413] lr: 5.904e-02, eta: 20:20:49, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4301, top5_acc: 0.6630, loss_cls: 2.6515, loss: 2.6515, grad_norm: 2.2809 2020-10-10 02:12:16,372 - mmaction - INFO - Epoch [205][100/1413] lr: 5.904e-02, eta: 20:20:28, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4289, top5_acc: 0.6626, loss_cls: 2.6575, loss: 2.6575, grad_norm: 2.2754 2020-10-10 02:12:35,699 - mmaction - INFO - Epoch [205][120/1413] lr: 5.904e-02, eta: 20:20:07, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4173, top5_acc: 0.6642, loss_cls: 2.7040, loss: 2.7040, grad_norm: 2.2849 2020-10-10 02:12:55,141 - mmaction - INFO - Epoch [205][140/1413] lr: 5.904e-02, eta: 20:19:47, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4315, top5_acc: 0.6659, loss_cls: 2.6469, loss: 2.6469, grad_norm: 2.2990 2020-10-10 02:13:14,509 - mmaction - INFO - Epoch [205][160/1413] lr: 5.904e-02, eta: 20:19:26, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4230, top5_acc: 0.6641, loss_cls: 2.6571, loss: 2.6571, grad_norm: 2.2722 2020-10-10 02:13:33,883 - mmaction - INFO - Epoch [205][180/1413] lr: 5.904e-02, eta: 20:19:05, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4208, top5_acc: 0.6612, loss_cls: 2.6709, loss: 2.6709, grad_norm: 2.2855 2020-10-10 02:13:53,270 - mmaction - INFO - Epoch [205][200/1413] lr: 5.904e-02, eta: 20:18:44, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4333, top5_acc: 0.6745, loss_cls: 2.6159, loss: 2.6159, grad_norm: 2.2666 2020-10-10 02:14:12,674 - mmaction - INFO - Epoch [205][220/1413] lr: 5.904e-02, eta: 20:18:24, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4296, top5_acc: 0.6688, loss_cls: 2.6365, loss: 2.6365, grad_norm: 2.2963 2020-10-10 02:14:32,063 - mmaction - INFO - Epoch [205][240/1413] lr: 5.904e-02, eta: 20:18:03, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4314, top5_acc: 0.6659, loss_cls: 2.6340, loss: 2.6340, grad_norm: 2.3078 2020-10-10 02:14:51,432 - mmaction - INFO - Epoch [205][260/1413] lr: 5.904e-02, eta: 20:17:42, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4323, top5_acc: 0.6750, loss_cls: 2.6092, loss: 2.6092, grad_norm: 2.3028 2020-10-10 02:15:10,836 - mmaction - INFO - Epoch [205][280/1413] lr: 5.904e-02, eta: 20:17:21, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4335, top5_acc: 0.6763, loss_cls: 2.6360, loss: 2.6360, grad_norm: 2.3014 2020-10-10 02:15:30,279 - mmaction - INFO - Epoch [205][300/1413] lr: 5.904e-02, eta: 20:17:01, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4246, top5_acc: 0.6531, loss_cls: 2.6914, loss: 2.6914, grad_norm: 2.3395 2020-10-10 02:15:49,682 - mmaction - INFO - Epoch [205][320/1413] lr: 5.904e-02, eta: 20:16:40, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4361, top5_acc: 0.6697, loss_cls: 2.6201, loss: 2.6201, grad_norm: 2.2912 2020-10-10 02:16:09,053 - mmaction - INFO - Epoch [205][340/1413] lr: 5.904e-02, eta: 20:16:19, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4177, top5_acc: 0.6641, loss_cls: 2.6850, loss: 2.6850, grad_norm: 2.2964 2020-10-10 02:16:28,466 - mmaction - INFO - Epoch [205][360/1413] lr: 5.904e-02, eta: 20:15:58, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4259, top5_acc: 0.6629, loss_cls: 2.6749, loss: 2.6749, grad_norm: 2.2996 2020-10-10 02:16:47,828 - mmaction - INFO - Epoch [205][380/1413] lr: 5.904e-02, eta: 20:15:37, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4111, top5_acc: 0.6560, loss_cls: 2.7013, loss: 2.7013, grad_norm: 2.3092 2020-10-10 02:17:07,289 - mmaction - INFO - Epoch [205][400/1413] lr: 5.904e-02, eta: 20:15:17, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.4307, top5_acc: 0.6699, loss_cls: 2.6333, loss: 2.6333, grad_norm: 2.2895 2020-10-10 02:17:26,655 - mmaction - INFO - Epoch [205][420/1413] lr: 5.904e-02, eta: 20:14:56, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4159, top5_acc: 0.6518, loss_cls: 2.7140, loss: 2.7140, grad_norm: 2.3076 2020-10-10 02:17:46,086 - mmaction - INFO - Epoch [205][440/1413] lr: 5.904e-02, eta: 20:14:35, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4372, top5_acc: 0.6689, loss_cls: 2.6270, loss: 2.6270, grad_norm: 2.2970 2020-10-10 02:18:05,518 - mmaction - INFO - Epoch [205][460/1413] lr: 5.904e-02, eta: 20:14:15, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4286, top5_acc: 0.6686, loss_cls: 2.6408, loss: 2.6408, grad_norm: 2.3088 2020-10-10 02:18:24,944 - mmaction - INFO - Epoch [205][480/1413] lr: 5.904e-02, eta: 20:13:54, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4284, top5_acc: 0.6568, loss_cls: 2.7090, loss: 2.7090, grad_norm: 2.3367 2020-10-10 02:18:44,337 - mmaction - INFO - Epoch [205][500/1413] lr: 5.904e-02, eta: 20:13:33, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4219, top5_acc: 0.6572, loss_cls: 2.6957, loss: 2.6957, grad_norm: 2.3023 2020-10-10 02:19:03,690 - mmaction - INFO - Epoch [205][520/1413] lr: 5.904e-02, eta: 20:13:12, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4242, top5_acc: 0.6576, loss_cls: 2.6847, loss: 2.6847, grad_norm: 2.2972 2020-10-10 02:19:23,110 - mmaction - INFO - Epoch [205][540/1413] lr: 5.904e-02, eta: 20:12:52, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4204, top5_acc: 0.6641, loss_cls: 2.6798, loss: 2.6798, grad_norm: 2.3336 2020-10-10 02:19:42,436 - mmaction - INFO - Epoch [205][560/1413] lr: 5.904e-02, eta: 20:12:31, time: 0.965, data_time: 0.001, memory: 8482, top1_acc: 0.4202, top5_acc: 0.6635, loss_cls: 2.6708, loss: 2.6708, grad_norm: 2.2886 2020-10-10 02:20:01,828 - mmaction - INFO - Epoch [205][580/1413] lr: 5.904e-02, eta: 20:12:10, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4289, top5_acc: 0.6648, loss_cls: 2.6566, loss: 2.6566, grad_norm: 2.3444 2020-10-10 02:20:21,232 - mmaction - INFO - Epoch [205][600/1413] lr: 5.904e-02, eta: 20:11:49, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4268, top5_acc: 0.6642, loss_cls: 2.6862, loss: 2.6862, grad_norm: 2.3358 2020-10-10 02:20:40,598 - mmaction - INFO - Epoch [205][620/1413] lr: 5.904e-02, eta: 20:11:28, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4173, top5_acc: 0.6565, loss_cls: 2.6713, loss: 2.6713, grad_norm: 2.3228 2020-10-10 02:21:00,044 - mmaction - INFO - Epoch [205][640/1413] lr: 5.904e-02, eta: 20:11:08, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4311, top5_acc: 0.6663, loss_cls: 2.6616, loss: 2.6616, grad_norm: 2.2640 2020-10-10 02:21:19,412 - mmaction - INFO - Epoch [205][660/1413] lr: 5.904e-02, eta: 20:10:47, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4251, top5_acc: 0.6665, loss_cls: 2.6539, loss: 2.6539, grad_norm: 2.3132 2020-10-10 02:21:38,838 - mmaction - INFO - Epoch [205][680/1413] lr: 5.904e-02, eta: 20:10:26, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4363, top5_acc: 0.6686, loss_cls: 2.6613, loss: 2.6613, grad_norm: 2.3145 2020-10-10 02:21:58,193 - mmaction - INFO - Epoch [205][700/1413] lr: 5.904e-02, eta: 20:10:06, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4201, top5_acc: 0.6546, loss_cls: 2.6994, loss: 2.6994, grad_norm: 2.3097 2020-10-10 02:22:17,599 - mmaction - INFO - Epoch [205][720/1413] lr: 5.904e-02, eta: 20:09:45, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4315, top5_acc: 0.6712, loss_cls: 2.6310, loss: 2.6310, grad_norm: 2.2992 2020-10-10 02:22:36,995 - mmaction - INFO - Epoch [205][740/1413] lr: 5.904e-02, eta: 20:09:24, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4273, top5_acc: 0.6729, loss_cls: 2.5998, loss: 2.5998, grad_norm: 2.3270 2020-10-10 02:22:56,413 - mmaction - INFO - Epoch [205][760/1413] lr: 5.904e-02, eta: 20:09:03, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4281, top5_acc: 0.6626, loss_cls: 2.6768, loss: 2.6768, grad_norm: 2.3113 2020-10-10 02:23:15,785 - mmaction - INFO - Epoch [205][780/1413] lr: 5.904e-02, eta: 20:08:43, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4233, top5_acc: 0.6603, loss_cls: 2.6624, loss: 2.6624, grad_norm: 2.2935 2020-10-10 02:23:35,152 - mmaction - INFO - Epoch [205][800/1413] lr: 5.904e-02, eta: 20:08:22, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4292, top5_acc: 0.6570, loss_cls: 2.6805, loss: 2.6805, grad_norm: 2.3164 2020-10-10 02:23:54,499 - mmaction - INFO - Epoch [205][820/1413] lr: 5.904e-02, eta: 20:08:01, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4228, top5_acc: 0.6651, loss_cls: 2.6763, loss: 2.6763, grad_norm: 2.3122 2020-10-10 02:24:13,954 - mmaction - INFO - Epoch [205][840/1413] lr: 5.904e-02, eta: 20:07:40, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.4367, top5_acc: 0.6714, loss_cls: 2.6479, loss: 2.6479, grad_norm: 2.3397 2020-10-10 02:24:33,346 - mmaction - INFO - Epoch [205][860/1413] lr: 5.904e-02, eta: 20:07:20, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4298, top5_acc: 0.6687, loss_cls: 2.6586, loss: 2.6586, grad_norm: 2.2947 2020-10-10 02:24:52,814 - mmaction - INFO - Epoch [205][880/1413] lr: 5.904e-02, eta: 20:06:59, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.4243, top5_acc: 0.6616, loss_cls: 2.6749, loss: 2.6749, grad_norm: 2.2945 2020-10-10 02:25:12,169 - mmaction - INFO - Epoch [205][900/1413] lr: 5.904e-02, eta: 20:06:38, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4402, top5_acc: 0.6766, loss_cls: 2.6239, loss: 2.6239, grad_norm: 2.3169 2020-10-10 02:25:31,588 - mmaction - INFO - Epoch [205][920/1413] lr: 5.904e-02, eta: 20:06:17, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4181, top5_acc: 0.6500, loss_cls: 2.7127, loss: 2.7127, grad_norm: 2.3376 2020-10-10 02:25:50,909 - mmaction - INFO - Epoch [205][940/1413] lr: 5.904e-02, eta: 20:05:57, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4223, top5_acc: 0.6602, loss_cls: 2.6745, loss: 2.6745, grad_norm: 2.2748 2020-10-10 02:26:10,278 - mmaction - INFO - Epoch [205][960/1413] lr: 5.904e-02, eta: 20:05:36, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4258, top5_acc: 0.6602, loss_cls: 2.6822, loss: 2.6822, grad_norm: 2.3012 2020-10-10 02:26:29,636 - mmaction - INFO - Epoch [205][980/1413] lr: 5.904e-02, eta: 20:05:15, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4159, top5_acc: 0.6526, loss_cls: 2.7309, loss: 2.7309, grad_norm: 2.3176 2020-10-10 02:26:49,017 - mmaction - INFO - Epoch [205][1000/1413] lr: 5.904e-02, eta: 20:04:54, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4230, top5_acc: 0.6632, loss_cls: 2.6755, loss: 2.6755, grad_norm: 2.3141 2020-10-10 02:27:08,353 - mmaction - INFO - Epoch [205][1020/1413] lr: 5.904e-02, eta: 20:04:34, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4268, top5_acc: 0.6663, loss_cls: 2.6427, loss: 2.6427, grad_norm: 2.3176 2020-10-10 02:27:27,728 - mmaction - INFO - Epoch [205][1040/1413] lr: 5.904e-02, eta: 20:04:13, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4151, top5_acc: 0.6538, loss_cls: 2.7319, loss: 2.7319, grad_norm: 2.3206 2020-10-10 02:27:47,079 - mmaction - INFO - Epoch [205][1060/1413] lr: 5.904e-02, eta: 20:03:52, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4216, top5_acc: 0.6591, loss_cls: 2.7047, loss: 2.7047, grad_norm: 2.3352 2020-10-10 02:28:06,479 - mmaction - INFO - Epoch [205][1080/1413] lr: 5.904e-02, eta: 20:03:31, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4296, top5_acc: 0.6600, loss_cls: 2.6580, loss: 2.6580, grad_norm: 2.3378 2020-10-10 02:28:25,869 - mmaction - INFO - Epoch [205][1100/1413] lr: 5.904e-02, eta: 20:03:11, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4366, top5_acc: 0.6695, loss_cls: 2.6344, loss: 2.6344, grad_norm: 2.2996 2020-10-10 02:28:45,315 - mmaction - INFO - Epoch [205][1120/1413] lr: 5.904e-02, eta: 20:02:50, time: 0.974, data_time: 0.004, memory: 8482, top1_acc: 0.4280, top5_acc: 0.6585, loss_cls: 2.6648, loss: 2.6648, grad_norm: 2.3054 2020-10-10 02:29:04,693 - mmaction - INFO - Epoch [205][1140/1413] lr: 5.904e-02, eta: 20:02:29, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4219, top5_acc: 0.6535, loss_cls: 2.7149, loss: 2.7149, grad_norm: 2.3161 2020-10-10 02:29:24,138 - mmaction - INFO - Epoch [205][1160/1413] lr: 5.904e-02, eta: 20:02:09, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4237, top5_acc: 0.6594, loss_cls: 2.6708, loss: 2.6708, grad_norm: 2.2988 2020-10-10 02:29:43,500 - mmaction - INFO - Epoch [205][1180/1413] lr: 5.904e-02, eta: 20:01:48, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4285, top5_acc: 0.6620, loss_cls: 2.6667, loss: 2.6667, grad_norm: 2.3102 2020-10-10 02:30:02,898 - mmaction - INFO - Epoch [205][1200/1413] lr: 5.904e-02, eta: 20:01:27, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4245, top5_acc: 0.6582, loss_cls: 2.6864, loss: 2.6864, grad_norm: 2.3128 2020-10-10 02:30:22,283 - mmaction - INFO - Epoch [205][1220/1413] lr: 5.904e-02, eta: 20:01:06, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4165, top5_acc: 0.6523, loss_cls: 2.7102, loss: 2.7102, grad_norm: 2.3513 2020-10-10 02:30:41,702 - mmaction - INFO - Epoch [205][1240/1413] lr: 5.904e-02, eta: 20:00:46, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4148, top5_acc: 0.6560, loss_cls: 2.7123, loss: 2.7123, grad_norm: 2.3262 2020-10-10 02:31:01,070 - mmaction - INFO - Epoch [205][1260/1413] lr: 5.904e-02, eta: 20:00:25, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4294, top5_acc: 0.6622, loss_cls: 2.6430, loss: 2.6430, grad_norm: 2.2764 2020-10-10 02:31:20,489 - mmaction - INFO - Epoch [205][1280/1413] lr: 5.904e-02, eta: 20:00:04, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4273, top5_acc: 0.6583, loss_cls: 2.6844, loss: 2.6844, grad_norm: 2.3485 2020-10-10 02:31:39,870 - mmaction - INFO - Epoch [205][1300/1413] lr: 5.904e-02, eta: 19:59:43, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4197, top5_acc: 0.6530, loss_cls: 2.7131, loss: 2.7131, grad_norm: 2.3387 2020-10-10 02:31:59,328 - mmaction - INFO - Epoch [205][1320/1413] lr: 5.904e-02, eta: 19:59:23, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.4251, top5_acc: 0.6678, loss_cls: 2.6528, loss: 2.6528, grad_norm: 2.3098 2020-10-10 02:32:18,716 - mmaction - INFO - Epoch [205][1340/1413] lr: 5.904e-02, eta: 19:59:02, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4275, top5_acc: 0.6625, loss_cls: 2.6694, loss: 2.6694, grad_norm: 2.3140 2020-10-10 02:32:38,106 - mmaction - INFO - Epoch [205][1360/1413] lr: 5.904e-02, eta: 19:58:41, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4234, top5_acc: 0.6562, loss_cls: 2.6975, loss: 2.6975, grad_norm: 2.3011 2020-10-10 02:32:57,490 - mmaction - INFO - Epoch [205][1380/1413] lr: 5.904e-02, eta: 19:58:21, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4199, top5_acc: 0.6647, loss_cls: 2.6980, loss: 2.6980, grad_norm: 2.2990 2020-10-10 02:33:16,875 - mmaction - INFO - Epoch [205][1400/1413] lr: 5.904e-02, eta: 19:58:00, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4201, top5_acc: 0.6659, loss_cls: 2.6849, loss: 2.6849, grad_norm: 2.3343 2020-10-10 02:34:23,739 - mmaction - INFO - Epoch [206][20/1413] lr: 5.686e-02, eta: 19:57:56, time: 2.686, data_time: 1.492, memory: 8482, top1_acc: 0.4303, top5_acc: 0.6651, loss_cls: 2.6513, loss: 2.6513, grad_norm: 2.3278 2020-10-10 02:34:45,889 - mmaction - INFO - Epoch [206][40/1413] lr: 5.686e-02, eta: 19:57:39, time: 1.108, data_time: 0.002, memory: 8482, top1_acc: 0.4286, top5_acc: 0.6689, loss_cls: 2.6358, loss: 2.6358, grad_norm: 2.3345 2020-10-10 02:35:08,054 - mmaction - INFO - Epoch [206][60/1413] lr: 5.686e-02, eta: 19:57:22, time: 1.108, data_time: 0.001, memory: 8482, top1_acc: 0.4296, top5_acc: 0.6685, loss_cls: 2.6326, loss: 2.6326, grad_norm: 2.2936 2020-10-10 02:35:30,213 - mmaction - INFO - Epoch [206][80/1413] lr: 5.686e-02, eta: 19:57:05, time: 1.108, data_time: 0.002, memory: 8482, top1_acc: 0.4310, top5_acc: 0.6694, loss_cls: 2.6532, loss: 2.6532, grad_norm: 2.3329 2020-10-10 02:35:52,411 - mmaction - INFO - Epoch [206][100/1413] lr: 5.686e-02, eta: 19:56:48, time: 1.109, data_time: 0.001, memory: 8482, top1_acc: 0.4277, top5_acc: 0.6603, loss_cls: 2.6837, loss: 2.6837, grad_norm: 2.3487 2020-10-10 02:36:14,606 - mmaction - INFO - Epoch [206][120/1413] lr: 5.686e-02, eta: 19:56:31, time: 1.110, data_time: 0.001, memory: 8482, top1_acc: 0.4306, top5_acc: 0.6698, loss_cls: 2.6611, loss: 2.6611, grad_norm: 2.3595 2020-10-10 02:36:36,818 - mmaction - INFO - Epoch [206][140/1413] lr: 5.686e-02, eta: 19:56:14, time: 1.110, data_time: 0.002, memory: 8482, top1_acc: 0.4366, top5_acc: 0.6685, loss_cls: 2.6052, loss: 2.6052, grad_norm: 2.3048 2020-10-10 02:36:59,018 - mmaction - INFO - Epoch [206][160/1413] lr: 5.686e-02, eta: 19:55:57, time: 1.110, data_time: 0.002, memory: 8482, top1_acc: 0.4339, top5_acc: 0.6677, loss_cls: 2.6510, loss: 2.6510, grad_norm: 2.3061 2020-10-10 02:37:21,200 - mmaction - INFO - Epoch [206][180/1413] lr: 5.686e-02, eta: 19:55:41, time: 1.109, data_time: 0.002, memory: 8482, top1_acc: 0.4290, top5_acc: 0.6723, loss_cls: 2.6492, loss: 2.6492, grad_norm: 2.2925 2020-10-10 02:37:43,348 - mmaction - INFO - Epoch [206][200/1413] lr: 5.686e-02, eta: 19:55:24, time: 1.108, data_time: 0.002, memory: 8482, top1_acc: 0.4315, top5_acc: 0.6677, loss_cls: 2.6348, loss: 2.6348, grad_norm: 2.3114 2020-10-10 02:38:05,521 - mmaction - INFO - Epoch [206][220/1413] lr: 5.686e-02, eta: 19:55:07, time: 1.109, data_time: 0.001, memory: 8482, top1_acc: 0.4316, top5_acc: 0.6650, loss_cls: 2.6535, loss: 2.6535, grad_norm: 2.3373 2020-10-10 02:38:27,712 - mmaction - INFO - Epoch [206][240/1413] lr: 5.686e-02, eta: 19:54:50, time: 1.110, data_time: 0.002, memory: 8482, top1_acc: 0.4329, top5_acc: 0.6671, loss_cls: 2.6535, loss: 2.6535, grad_norm: 2.2967 2020-10-10 02:38:49,903 - mmaction - INFO - Epoch [206][260/1413] lr: 5.686e-02, eta: 19:54:33, time: 1.110, data_time: 0.002, memory: 8482, top1_acc: 0.4311, top5_acc: 0.6585, loss_cls: 2.6522, loss: 2.6522, grad_norm: 2.3256 2020-10-10 02:39:12,080 - mmaction - INFO - Epoch [206][280/1413] lr: 5.686e-02, eta: 19:54:16, time: 1.109, data_time: 0.002, memory: 8482, top1_acc: 0.4277, top5_acc: 0.6620, loss_cls: 2.6741, loss: 2.6741, grad_norm: 2.3427 2020-10-10 02:39:34,333 - mmaction - INFO - Epoch [206][300/1413] lr: 5.686e-02, eta: 19:53:59, time: 1.112, data_time: 0.002, memory: 8482, top1_acc: 0.4371, top5_acc: 0.6678, loss_cls: 2.6176, loss: 2.6176, grad_norm: 2.3329 2020-10-10 02:39:56,522 - mmaction - INFO - Epoch [206][320/1413] lr: 5.686e-02, eta: 19:53:42, time: 1.110, data_time: 0.003, memory: 8482, top1_acc: 0.4284, top5_acc: 0.6730, loss_cls: 2.6218, loss: 2.6218, grad_norm: 2.3351 2020-10-10 02:40:18,703 - mmaction - INFO - Epoch [206][340/1413] lr: 5.686e-02, eta: 19:53:25, time: 1.109, data_time: 0.002, memory: 8482, top1_acc: 0.4367, top5_acc: 0.6694, loss_cls: 2.6230, loss: 2.6230, grad_norm: 2.3397 2020-10-10 02:40:40,856 - mmaction - INFO - Epoch [206][360/1413] lr: 5.686e-02, eta: 19:53:08, time: 1.109, data_time: 0.003, memory: 8482, top1_acc: 0.4383, top5_acc: 0.6677, loss_cls: 2.6090, loss: 2.6090, grad_norm: 2.3156 2020-10-10 02:41:03,044 - mmaction - INFO - Epoch [206][380/1413] lr: 5.686e-02, eta: 19:52:51, time: 1.109, data_time: 0.001, memory: 8482, top1_acc: 0.4328, top5_acc: 0.6697, loss_cls: 2.6249, loss: 2.6249, grad_norm: 2.3117 2020-10-10 02:41:25,258 - mmaction - INFO - Epoch [206][400/1413] lr: 5.686e-02, eta: 19:52:34, time: 1.110, data_time: 0.002, memory: 8482, top1_acc: 0.4314, top5_acc: 0.6660, loss_cls: 2.6313, loss: 2.6313, grad_norm: 2.3089 2020-10-10 02:41:47,435 - mmaction - INFO - Epoch [206][420/1413] lr: 5.686e-02, eta: 19:52:17, time: 1.110, data_time: 0.003, memory: 8482, top1_acc: 0.4189, top5_acc: 0.6638, loss_cls: 2.6503, loss: 2.6503, grad_norm: 2.3406 2020-10-10 02:42:09,611 - mmaction - INFO - Epoch [206][440/1413] lr: 5.686e-02, eta: 19:52:00, time: 1.109, data_time: 0.002, memory: 8482, top1_acc: 0.4302, top5_acc: 0.6652, loss_cls: 2.6713, loss: 2.6713, grad_norm: 2.3354 2020-10-10 02:42:31,747 - mmaction - INFO - Epoch [206][460/1413] lr: 5.686e-02, eta: 19:51:43, time: 1.107, data_time: 0.002, memory: 8482, top1_acc: 0.4276, top5_acc: 0.6757, loss_cls: 2.6187, loss: 2.6187, grad_norm: 2.3191 2020-10-10 02:42:53,965 - mmaction - INFO - Epoch [206][480/1413] lr: 5.686e-02, eta: 19:51:26, time: 1.110, data_time: 0.002, memory: 8482, top1_acc: 0.4324, top5_acc: 0.6694, loss_cls: 2.6157, loss: 2.6157, grad_norm: 2.3146 2020-10-10 02:43:16,219 - mmaction - INFO - Epoch [206][500/1413] lr: 5.686e-02, eta: 19:51:10, time: 1.113, data_time: 0.002, memory: 8482, top1_acc: 0.4354, top5_acc: 0.6676, loss_cls: 2.6327, loss: 2.6327, grad_norm: 2.3150 2020-10-10 02:43:38,371 - mmaction - INFO - Epoch [206][520/1413] lr: 5.686e-02, eta: 19:50:52, time: 1.108, data_time: 0.001, memory: 8482, top1_acc: 0.4240, top5_acc: 0.6635, loss_cls: 2.6579, loss: 2.6579, grad_norm: 2.3421 2020-10-10 02:44:00,549 - mmaction - INFO - Epoch [206][540/1413] lr: 5.686e-02, eta: 19:50:36, time: 1.109, data_time: 0.001, memory: 8482, top1_acc: 0.4303, top5_acc: 0.6707, loss_cls: 2.6540, loss: 2.6540, grad_norm: 2.3395 2020-10-10 02:44:22,739 - mmaction - INFO - Epoch [206][560/1413] lr: 5.686e-02, eta: 19:50:19, time: 1.109, data_time: 0.001, memory: 8482, top1_acc: 0.4194, top5_acc: 0.6577, loss_cls: 2.6902, loss: 2.6902, grad_norm: 2.3139 2020-10-10 02:44:44,937 - mmaction - INFO - Epoch [206][580/1413] lr: 5.686e-02, eta: 19:50:02, time: 1.109, data_time: 0.001, memory: 8482, top1_acc: 0.4382, top5_acc: 0.6736, loss_cls: 2.6047, loss: 2.6047, grad_norm: 2.3326 2020-10-10 02:45:07,113 - mmaction - INFO - Epoch [206][600/1413] lr: 5.686e-02, eta: 19:49:45, time: 1.110, data_time: 0.002, memory: 8482, top1_acc: 0.4337, top5_acc: 0.6701, loss_cls: 2.6180, loss: 2.6180, grad_norm: 2.2876 2020-10-10 02:45:29,309 - mmaction - INFO - Epoch [206][620/1413] lr: 5.686e-02, eta: 19:49:28, time: 1.109, data_time: 0.001, memory: 8482, top1_acc: 0.4348, top5_acc: 0.6684, loss_cls: 2.6441, loss: 2.6441, grad_norm: 2.3406 2020-10-10 02:45:51,471 - mmaction - INFO - Epoch [206][640/1413] lr: 5.686e-02, eta: 19:49:11, time: 1.109, data_time: 0.002, memory: 8482, top1_acc: 0.4233, top5_acc: 0.6671, loss_cls: 2.6373, loss: 2.6373, grad_norm: 2.3546 2020-10-10 02:46:13,721 - mmaction - INFO - Epoch [206][660/1413] lr: 5.686e-02, eta: 19:48:54, time: 1.112, data_time: 0.001, memory: 8482, top1_acc: 0.4257, top5_acc: 0.6693, loss_cls: 2.6414, loss: 2.6414, grad_norm: 2.3395 2020-10-10 02:46:35,921 - mmaction - INFO - Epoch [206][680/1413] lr: 5.686e-02, eta: 19:48:37, time: 1.110, data_time: 0.001, memory: 8482, top1_acc: 0.4329, top5_acc: 0.6725, loss_cls: 2.6163, loss: 2.6163, grad_norm: 2.2844 2020-10-10 02:46:58,112 - mmaction - INFO - Epoch [206][700/1413] lr: 5.686e-02, eta: 19:48:20, time: 1.110, data_time: 0.001, memory: 8482, top1_acc: 0.4345, top5_acc: 0.6721, loss_cls: 2.6169, loss: 2.6169, grad_norm: 2.3381 2020-10-10 02:47:20,322 - mmaction - INFO - Epoch [206][720/1413] lr: 5.686e-02, eta: 19:48:03, time: 1.110, data_time: 0.001, memory: 8482, top1_acc: 0.4293, top5_acc: 0.6671, loss_cls: 2.6530, loss: 2.6530, grad_norm: 2.3762 2020-10-10 02:47:42,542 - mmaction - INFO - Epoch [206][740/1413] lr: 5.686e-02, eta: 19:47:46, time: 1.111, data_time: 0.002, memory: 8482, top1_acc: 0.4324, top5_acc: 0.6656, loss_cls: 2.6401, loss: 2.6401, grad_norm: 2.3305 2020-10-10 02:48:04,760 - mmaction - INFO - Epoch [206][760/1413] lr: 5.686e-02, eta: 19:47:29, time: 1.110, data_time: 0.001, memory: 8482, top1_acc: 0.4259, top5_acc: 0.6638, loss_cls: 2.6720, loss: 2.6720, grad_norm: 2.3344 2020-10-10 02:48:26,945 - mmaction - INFO - Epoch [206][780/1413] lr: 5.686e-02, eta: 19:47:12, time: 1.109, data_time: 0.002, memory: 8482, top1_acc: 0.4319, top5_acc: 0.6617, loss_cls: 2.6787, loss: 2.6787, grad_norm: 2.3470 2020-10-10 02:48:49,096 - mmaction - INFO - Epoch [206][800/1413] lr: 5.686e-02, eta: 19:46:55, time: 1.107, data_time: 0.002, memory: 8482, top1_acc: 0.4283, top5_acc: 0.6741, loss_cls: 2.6611, loss: 2.6611, grad_norm: 2.3513 2020-10-10 02:49:11,346 - mmaction - INFO - Epoch [206][820/1413] lr: 5.686e-02, eta: 19:46:38, time: 1.113, data_time: 0.002, memory: 8482, top1_acc: 0.4344, top5_acc: 0.6745, loss_cls: 2.6105, loss: 2.6105, grad_norm: 2.3079 2020-10-10 02:49:33,516 - mmaction - INFO - Epoch [206][840/1413] lr: 5.686e-02, eta: 19:46:21, time: 1.109, data_time: 0.002, memory: 8482, top1_acc: 0.4204, top5_acc: 0.6639, loss_cls: 2.6632, loss: 2.6632, grad_norm: 2.3444 2020-10-10 02:49:55,758 - mmaction - INFO - Epoch [206][860/1413] lr: 5.686e-02, eta: 19:46:04, time: 1.112, data_time: 0.001, memory: 8482, top1_acc: 0.4285, top5_acc: 0.6583, loss_cls: 2.6877, loss: 2.6877, grad_norm: 2.3545 2020-10-10 02:50:17,955 - mmaction - INFO - Epoch [206][880/1413] lr: 5.686e-02, eta: 19:45:47, time: 1.110, data_time: 0.001, memory: 8482, top1_acc: 0.4251, top5_acc: 0.6682, loss_cls: 2.6499, loss: 2.6499, grad_norm: 2.3566 2020-10-10 02:50:40,123 - mmaction - INFO - Epoch [206][900/1413] lr: 5.686e-02, eta: 19:45:29, time: 1.107, data_time: 0.001, memory: 8482, top1_acc: 0.4376, top5_acc: 0.6671, loss_cls: 2.6550, loss: 2.6550, grad_norm: 2.3699 2020-10-10 02:51:02,292 - mmaction - INFO - Epoch [206][920/1413] lr: 5.686e-02, eta: 19:45:12, time: 1.109, data_time: 0.002, memory: 8482, top1_acc: 0.4262, top5_acc: 0.6647, loss_cls: 2.6704, loss: 2.6704, grad_norm: 2.3507 2020-10-10 02:51:24,457 - mmaction - INFO - Epoch [206][940/1413] lr: 5.686e-02, eta: 19:44:55, time: 1.108, data_time: 0.001, memory: 8482, top1_acc: 0.4221, top5_acc: 0.6660, loss_cls: 2.6602, loss: 2.6602, grad_norm: 2.3628 2020-10-10 02:51:46,656 - mmaction - INFO - Epoch [206][960/1413] lr: 5.686e-02, eta: 19:44:38, time: 1.110, data_time: 0.002, memory: 8482, top1_acc: 0.4240, top5_acc: 0.6711, loss_cls: 2.6451, loss: 2.6451, grad_norm: 2.3516 2020-10-10 02:52:08,817 - mmaction - INFO - Epoch [206][980/1413] lr: 5.686e-02, eta: 19:44:21, time: 1.108, data_time: 0.001, memory: 8482, top1_acc: 0.4263, top5_acc: 0.6690, loss_cls: 2.6565, loss: 2.6565, grad_norm: 2.3142 2020-10-10 02:52:31,010 - mmaction - INFO - Epoch [206][1000/1413] lr: 5.686e-02, eta: 19:44:04, time: 1.110, data_time: 0.002, memory: 8482, top1_acc: 0.4214, top5_acc: 0.6553, loss_cls: 2.6924, loss: 2.6924, grad_norm: 2.3429 2020-10-10 02:52:53,117 - mmaction - INFO - Epoch [206][1020/1413] lr: 5.686e-02, eta: 19:43:47, time: 1.105, data_time: 0.001, memory: 8482, top1_acc: 0.4180, top5_acc: 0.6531, loss_cls: 2.7106, loss: 2.7106, grad_norm: 2.3669 2020-10-10 02:53:15,302 - mmaction - INFO - Epoch [206][1040/1413] lr: 5.686e-02, eta: 19:43:30, time: 1.109, data_time: 0.001, memory: 8482, top1_acc: 0.4293, top5_acc: 0.6621, loss_cls: 2.6839, loss: 2.6839, grad_norm: 2.3480 2020-10-10 02:53:37,471 - mmaction - INFO - Epoch [206][1060/1413] lr: 5.686e-02, eta: 19:43:13, time: 1.109, data_time: 0.002, memory: 8482, top1_acc: 0.4276, top5_acc: 0.6674, loss_cls: 2.6704, loss: 2.6704, grad_norm: 2.3038 2020-10-10 02:53:59,646 - mmaction - INFO - Epoch [206][1080/1413] lr: 5.686e-02, eta: 19:42:56, time: 1.108, data_time: 0.001, memory: 8482, top1_acc: 0.4191, top5_acc: 0.6617, loss_cls: 2.6943, loss: 2.6943, grad_norm: 2.3782 2020-10-10 02:54:21,792 - mmaction - INFO - Epoch [206][1100/1413] lr: 5.686e-02, eta: 19:42:39, time: 1.108, data_time: 0.002, memory: 8482, top1_acc: 0.4272, top5_acc: 0.6695, loss_cls: 2.6386, loss: 2.6386, grad_norm: 2.3237 2020-10-10 02:54:43,946 - mmaction - INFO - Epoch [206][1120/1413] lr: 5.686e-02, eta: 19:42:21, time: 1.107, data_time: 0.001, memory: 8482, top1_acc: 0.4277, top5_acc: 0.6674, loss_cls: 2.6499, loss: 2.6499, grad_norm: 2.3634 2020-10-10 02:55:06,118 - mmaction - INFO - Epoch [206][1140/1413] lr: 5.686e-02, eta: 19:42:04, time: 1.109, data_time: 0.002, memory: 8482, top1_acc: 0.4257, top5_acc: 0.6604, loss_cls: 2.6771, loss: 2.6771, grad_norm: 2.3265 2020-10-10 02:55:28,347 - mmaction - INFO - Epoch [206][1160/1413] lr: 5.686e-02, eta: 19:41:47, time: 1.111, data_time: 0.002, memory: 8482, top1_acc: 0.4337, top5_acc: 0.6663, loss_cls: 2.6422, loss: 2.6422, grad_norm: 2.3269 2020-10-10 02:55:50,561 - mmaction - INFO - Epoch [206][1180/1413] lr: 5.686e-02, eta: 19:41:30, time: 1.111, data_time: 0.002, memory: 8482, top1_acc: 0.4311, top5_acc: 0.6741, loss_cls: 2.6238, loss: 2.6238, grad_norm: 2.2995 2020-10-10 02:56:12,742 - mmaction - INFO - Epoch [206][1200/1413] lr: 5.686e-02, eta: 19:41:13, time: 1.109, data_time: 0.001, memory: 8482, top1_acc: 0.4322, top5_acc: 0.6668, loss_cls: 2.6475, loss: 2.6475, grad_norm: 2.3225 2020-10-10 02:56:34,932 - mmaction - INFO - Epoch [206][1220/1413] lr: 5.686e-02, eta: 19:40:56, time: 1.109, data_time: 0.001, memory: 8482, top1_acc: 0.4262, top5_acc: 0.6758, loss_cls: 2.6248, loss: 2.6248, grad_norm: 2.3618 2020-10-10 02:56:57,088 - mmaction - INFO - Epoch [206][1240/1413] lr: 5.686e-02, eta: 19:40:39, time: 1.108, data_time: 0.003, memory: 8482, top1_acc: 0.4180, top5_acc: 0.6579, loss_cls: 2.7099, loss: 2.7099, grad_norm: 2.3503 2020-10-10 02:57:19,285 - mmaction - INFO - Epoch [206][1260/1413] lr: 5.686e-02, eta: 19:40:22, time: 1.110, data_time: 0.001, memory: 8482, top1_acc: 0.4267, top5_acc: 0.6638, loss_cls: 2.6459, loss: 2.6459, grad_norm: 2.3406 2020-10-10 02:57:41,471 - mmaction - INFO - Epoch [206][1280/1413] lr: 5.686e-02, eta: 19:40:05, time: 1.109, data_time: 0.002, memory: 8482, top1_acc: 0.4316, top5_acc: 0.6702, loss_cls: 2.6462, loss: 2.6462, grad_norm: 2.3390 2020-10-10 02:58:03,755 - mmaction - INFO - Epoch [206][1300/1413] lr: 5.686e-02, eta: 19:39:47, time: 1.113, data_time: 0.001, memory: 8482, top1_acc: 0.4276, top5_acc: 0.6603, loss_cls: 2.6637, loss: 2.6637, grad_norm: 2.3594 2020-10-10 02:58:25,868 - mmaction - INFO - Epoch [206][1320/1413] lr: 5.686e-02, eta: 19:39:30, time: 1.107, data_time: 0.003, memory: 8482, top1_acc: 0.4254, top5_acc: 0.6599, loss_cls: 2.6916, loss: 2.6916, grad_norm: 2.3370 2020-10-10 02:58:48,037 - mmaction - INFO - Epoch [206][1340/1413] lr: 5.686e-02, eta: 19:39:13, time: 1.108, data_time: 0.002, memory: 8482, top1_acc: 0.4284, top5_acc: 0.6668, loss_cls: 2.6709, loss: 2.6709, grad_norm: 2.3448 2020-10-10 02:59:10,246 - mmaction - INFO - Epoch [206][1360/1413] lr: 5.686e-02, eta: 19:38:56, time: 1.111, data_time: 0.001, memory: 8482, top1_acc: 0.4391, top5_acc: 0.6738, loss_cls: 2.6197, loss: 2.6197, grad_norm: 2.3092 2020-10-10 02:59:32,419 - mmaction - INFO - Epoch [206][1380/1413] lr: 5.686e-02, eta: 19:38:39, time: 1.108, data_time: 0.002, memory: 8482, top1_acc: 0.4130, top5_acc: 0.6616, loss_cls: 2.6826, loss: 2.6826, grad_norm: 2.3798 2020-10-10 02:59:54,627 - mmaction - INFO - Epoch [206][1400/1413] lr: 5.686e-02, eta: 19:38:22, time: 1.111, data_time: 0.002, memory: 8482, top1_acc: 0.4326, top5_acc: 0.6626, loss_cls: 2.6660, loss: 2.6660, grad_norm: 2.2976 2020-10-10 03:01:06,194 - mmaction - INFO - Epoch [207][20/1413] lr: 5.472e-02, eta: 19:38:16, time: 2.704, data_time: 1.670, memory: 8482, top1_acc: 0.4335, top5_acc: 0.6721, loss_cls: 2.6075, loss: 2.6075, grad_norm: 2.3641 2020-10-10 03:01:25,486 - mmaction - INFO - Epoch [207][40/1413] lr: 5.472e-02, eta: 19:37:55, time: 0.964, data_time: 0.002, memory: 8482, top1_acc: 0.4318, top5_acc: 0.6665, loss_cls: 2.6342, loss: 2.6342, grad_norm: 2.3159 2020-10-10 03:01:44,851 - mmaction - INFO - Epoch [207][60/1413] lr: 5.472e-02, eta: 19:37:35, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4266, top5_acc: 0.6676, loss_cls: 2.6526, loss: 2.6526, grad_norm: 2.3274 2020-10-10 03:02:04,216 - mmaction - INFO - Epoch [207][80/1413] lr: 5.472e-02, eta: 19:37:14, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4422, top5_acc: 0.6736, loss_cls: 2.6193, loss: 2.6193, grad_norm: 2.3475 2020-10-10 03:02:23,594 - mmaction - INFO - Epoch [207][100/1413] lr: 5.472e-02, eta: 19:36:53, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4436, top5_acc: 0.6790, loss_cls: 2.5975, loss: 2.5975, grad_norm: 2.3788 2020-10-10 03:02:42,974 - mmaction - INFO - Epoch [207][120/1413] lr: 5.472e-02, eta: 19:36:32, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4355, top5_acc: 0.6763, loss_cls: 2.6056, loss: 2.6056, grad_norm: 2.3408 2020-10-10 03:03:02,386 - mmaction - INFO - Epoch [207][140/1413] lr: 5.472e-02, eta: 19:36:11, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4238, top5_acc: 0.6595, loss_cls: 2.6809, loss: 2.6809, grad_norm: 2.3931 2020-10-10 03:03:21,699 - mmaction - INFO - Epoch [207][160/1413] lr: 5.472e-02, eta: 19:35:50, time: 0.965, data_time: 0.001, memory: 8482, top1_acc: 0.4368, top5_acc: 0.6746, loss_cls: 2.6105, loss: 2.6105, grad_norm: 2.3404 2020-10-10 03:03:41,080 - mmaction - INFO - Epoch [207][180/1413] lr: 5.472e-02, eta: 19:35:29, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4301, top5_acc: 0.6673, loss_cls: 2.6313, loss: 2.6313, grad_norm: 2.3461 2020-10-10 03:04:00,463 - mmaction - INFO - Epoch [207][200/1413] lr: 5.472e-02, eta: 19:35:09, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4421, top5_acc: 0.6803, loss_cls: 2.5848, loss: 2.5848, grad_norm: 2.3428 2020-10-10 03:04:19,782 - mmaction - INFO - Epoch [207][220/1413] lr: 5.472e-02, eta: 19:34:48, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4384, top5_acc: 0.6751, loss_cls: 2.5858, loss: 2.5858, grad_norm: 2.3181 2020-10-10 03:04:39,135 - mmaction - INFO - Epoch [207][240/1413] lr: 5.472e-02, eta: 19:34:27, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4229, top5_acc: 0.6728, loss_cls: 2.6198, loss: 2.6198, grad_norm: 2.3578 2020-10-10 03:04:58,462 - mmaction - INFO - Epoch [207][260/1413] lr: 5.472e-02, eta: 19:34:06, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4363, top5_acc: 0.6746, loss_cls: 2.5999, loss: 2.5999, grad_norm: 2.3459 2020-10-10 03:05:17,909 - mmaction - INFO - Epoch [207][280/1413] lr: 5.472e-02, eta: 19:33:45, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.4286, top5_acc: 0.6608, loss_cls: 2.6378, loss: 2.6378, grad_norm: 2.3236 2020-10-10 03:05:37,308 - mmaction - INFO - Epoch [207][300/1413] lr: 5.472e-02, eta: 19:33:24, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4319, top5_acc: 0.6768, loss_cls: 2.6060, loss: 2.6060, grad_norm: 2.3551 2020-10-10 03:05:56,706 - mmaction - INFO - Epoch [207][320/1413] lr: 5.472e-02, eta: 19:33:03, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4290, top5_acc: 0.6706, loss_cls: 2.6220, loss: 2.6220, grad_norm: 2.3410 2020-10-10 03:06:16,123 - mmaction - INFO - Epoch [207][340/1413] lr: 5.472e-02, eta: 19:32:43, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4323, top5_acc: 0.6651, loss_cls: 2.6344, loss: 2.6344, grad_norm: 2.3546 2020-10-10 03:06:35,575 - mmaction - INFO - Epoch [207][360/1413] lr: 5.472e-02, eta: 19:32:22, time: 0.974, data_time: 0.003, memory: 8482, top1_acc: 0.4312, top5_acc: 0.6680, loss_cls: 2.6470, loss: 2.6470, grad_norm: 2.3608 2020-10-10 03:06:54,975 - mmaction - INFO - Epoch [207][380/1413] lr: 5.472e-02, eta: 19:32:01, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4353, top5_acc: 0.6764, loss_cls: 2.5969, loss: 2.5969, grad_norm: 2.3598 2020-10-10 03:07:14,377 - mmaction - INFO - Epoch [207][400/1413] lr: 5.472e-02, eta: 19:31:40, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4401, top5_acc: 0.6760, loss_cls: 2.5825, loss: 2.5825, grad_norm: 2.3545 2020-10-10 03:07:33,792 - mmaction - INFO - Epoch [207][420/1413] lr: 5.472e-02, eta: 19:31:19, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4361, top5_acc: 0.6738, loss_cls: 2.6065, loss: 2.6065, grad_norm: 2.3709 2020-10-10 03:07:53,187 - mmaction - INFO - Epoch [207][440/1413] lr: 5.472e-02, eta: 19:30:59, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4443, top5_acc: 0.6704, loss_cls: 2.6042, loss: 2.6042, grad_norm: 2.3503 2020-10-10 03:08:12,587 - mmaction - INFO - Epoch [207][460/1413] lr: 5.472e-02, eta: 19:30:38, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4319, top5_acc: 0.6661, loss_cls: 2.6566, loss: 2.6566, grad_norm: 2.3454 2020-10-10 03:08:31,978 - mmaction - INFO - Epoch [207][480/1413] lr: 5.472e-02, eta: 19:30:17, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4389, top5_acc: 0.6652, loss_cls: 2.6324, loss: 2.6324, grad_norm: 2.3667 2020-10-10 03:08:51,335 - mmaction - INFO - Epoch [207][500/1413] lr: 5.472e-02, eta: 19:29:56, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4349, top5_acc: 0.6645, loss_cls: 2.6372, loss: 2.6372, grad_norm: 2.3361 2020-10-10 03:09:10,763 - mmaction - INFO - Epoch [207][520/1413] lr: 5.472e-02, eta: 19:29:35, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4312, top5_acc: 0.6707, loss_cls: 2.6323, loss: 2.6323, grad_norm: 2.3705 2020-10-10 03:09:30,168 - mmaction - INFO - Epoch [207][540/1413] lr: 5.472e-02, eta: 19:29:15, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4349, top5_acc: 0.6655, loss_cls: 2.6412, loss: 2.6412, grad_norm: 2.3373 2020-10-10 03:09:49,544 - mmaction - INFO - Epoch [207][560/1413] lr: 5.472e-02, eta: 19:28:54, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4305, top5_acc: 0.6699, loss_cls: 2.6181, loss: 2.6181, grad_norm: 2.3527 2020-10-10 03:10:08,950 - mmaction - INFO - Epoch [207][580/1413] lr: 5.472e-02, eta: 19:28:33, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4346, top5_acc: 0.6734, loss_cls: 2.6189, loss: 2.6189, grad_norm: 2.3943 2020-10-10 03:10:28,297 - mmaction - INFO - Epoch [207][600/1413] lr: 5.472e-02, eta: 19:28:12, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4283, top5_acc: 0.6747, loss_cls: 2.6165, loss: 2.6165, grad_norm: 2.3784 2020-10-10 03:10:47,700 - mmaction - INFO - Epoch [207][620/1413] lr: 5.472e-02, eta: 19:27:51, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4389, top5_acc: 0.6788, loss_cls: 2.6043, loss: 2.6043, grad_norm: 2.3827 2020-10-10 03:11:07,174 - mmaction - INFO - Epoch [207][640/1413] lr: 5.472e-02, eta: 19:27:31, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.4376, top5_acc: 0.6736, loss_cls: 2.6140, loss: 2.6140, grad_norm: 2.3791 2020-10-10 03:11:26,540 - mmaction - INFO - Epoch [207][660/1413] lr: 5.472e-02, eta: 19:27:10, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4332, top5_acc: 0.6707, loss_cls: 2.6276, loss: 2.6276, grad_norm: 2.3635 2020-10-10 03:11:45,914 - mmaction - INFO - Epoch [207][680/1413] lr: 5.472e-02, eta: 19:26:49, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4345, top5_acc: 0.6646, loss_cls: 2.6277, loss: 2.6277, grad_norm: 2.3846 2020-10-10 03:12:05,269 - mmaction - INFO - Epoch [207][700/1413] lr: 5.472e-02, eta: 19:26:28, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4280, top5_acc: 0.6641, loss_cls: 2.6724, loss: 2.6724, grad_norm: 2.3403 2020-10-10 03:12:24,684 - mmaction - INFO - Epoch [207][720/1413] lr: 5.472e-02, eta: 19:26:07, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4320, top5_acc: 0.6641, loss_cls: 2.6555, loss: 2.6555, grad_norm: 2.3588 2020-10-10 03:12:44,101 - mmaction - INFO - Epoch [207][740/1413] lr: 5.472e-02, eta: 19:25:46, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4357, top5_acc: 0.6721, loss_cls: 2.6207, loss: 2.6207, grad_norm: 2.3387 2020-10-10 03:13:03,478 - mmaction - INFO - Epoch [207][760/1413] lr: 5.472e-02, eta: 19:25:26, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4312, top5_acc: 0.6704, loss_cls: 2.6313, loss: 2.6313, grad_norm: 2.3866 2020-10-10 03:13:22,859 - mmaction - INFO - Epoch [207][780/1413] lr: 5.472e-02, eta: 19:25:05, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4324, top5_acc: 0.6697, loss_cls: 2.6486, loss: 2.6486, grad_norm: 2.3854 2020-10-10 03:13:42,228 - mmaction - INFO - Epoch [207][800/1413] lr: 5.472e-02, eta: 19:24:44, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4197, top5_acc: 0.6595, loss_cls: 2.6771, loss: 2.6771, grad_norm: 2.3743 2020-10-10 03:14:01,579 - mmaction - INFO - Epoch [207][820/1413] lr: 5.472e-02, eta: 19:24:23, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4324, top5_acc: 0.6667, loss_cls: 2.6472, loss: 2.6472, grad_norm: 2.4015 2020-10-10 03:14:20,933 - mmaction - INFO - Epoch [207][840/1413] lr: 5.472e-02, eta: 19:24:02, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4323, top5_acc: 0.6690, loss_cls: 2.6274, loss: 2.6274, grad_norm: 2.3641 2020-10-10 03:14:40,290 - mmaction - INFO - Epoch [207][860/1413] lr: 5.472e-02, eta: 19:23:41, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4332, top5_acc: 0.6736, loss_cls: 2.6345, loss: 2.6345, grad_norm: 2.3768 2020-10-10 03:14:59,730 - mmaction - INFO - Epoch [207][880/1413] lr: 5.472e-02, eta: 19:23:21, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4238, top5_acc: 0.6635, loss_cls: 2.6477, loss: 2.6477, grad_norm: 2.3781 2020-10-10 03:15:19,128 - mmaction - INFO - Epoch [207][900/1413] lr: 5.472e-02, eta: 19:23:00, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4219, top5_acc: 0.6589, loss_cls: 2.6866, loss: 2.6866, grad_norm: 2.3641 2020-10-10 03:15:38,502 - mmaction - INFO - Epoch [207][920/1413] lr: 5.472e-02, eta: 19:22:39, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4487, top5_acc: 0.6770, loss_cls: 2.5793, loss: 2.5793, grad_norm: 2.3363 2020-10-10 03:15:57,892 - mmaction - INFO - Epoch [207][940/1413] lr: 5.472e-02, eta: 19:22:18, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4323, top5_acc: 0.6715, loss_cls: 2.6145, loss: 2.6145, grad_norm: 2.3950 2020-10-10 03:16:17,272 - mmaction - INFO - Epoch [207][960/1413] lr: 5.472e-02, eta: 19:21:58, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4220, top5_acc: 0.6699, loss_cls: 2.6428, loss: 2.6428, grad_norm: 2.3588 2020-10-10 03:16:36,624 - mmaction - INFO - Epoch [207][980/1413] lr: 5.472e-02, eta: 19:21:37, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4273, top5_acc: 0.6573, loss_cls: 2.6672, loss: 2.6672, grad_norm: 2.3821 2020-10-10 03:16:56,059 - mmaction - INFO - Epoch [207][1000/1413] lr: 5.472e-02, eta: 19:21:16, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4379, top5_acc: 0.6646, loss_cls: 2.6505, loss: 2.6505, grad_norm: 2.3713 2020-10-10 03:17:15,440 - mmaction - INFO - Epoch [207][1020/1413] lr: 5.472e-02, eta: 19:20:55, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4301, top5_acc: 0.6632, loss_cls: 2.6316, loss: 2.6316, grad_norm: 2.3595 2020-10-10 03:17:34,878 - mmaction - INFO - Epoch [207][1040/1413] lr: 5.472e-02, eta: 19:20:34, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4286, top5_acc: 0.6609, loss_cls: 2.6581, loss: 2.6581, grad_norm: 2.3557 2020-10-10 03:17:54,282 - mmaction - INFO - Epoch [207][1060/1413] lr: 5.472e-02, eta: 19:20:14, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4281, top5_acc: 0.6612, loss_cls: 2.6820, loss: 2.6820, grad_norm: 2.3867 2020-10-10 03:18:13,666 - mmaction - INFO - Epoch [207][1080/1413] lr: 5.472e-02, eta: 19:19:53, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4236, top5_acc: 0.6589, loss_cls: 2.6795, loss: 2.6795, grad_norm: 2.3533 2020-10-10 03:18:33,070 - mmaction - INFO - Epoch [207][1100/1413] lr: 5.472e-02, eta: 19:19:32, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4380, top5_acc: 0.6789, loss_cls: 2.6079, loss: 2.6079, grad_norm: 2.3869 2020-10-10 03:18:52,457 - mmaction - INFO - Epoch [207][1120/1413] lr: 5.472e-02, eta: 19:19:11, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4229, top5_acc: 0.6650, loss_cls: 2.6688, loss: 2.6688, grad_norm: 2.3913 2020-10-10 03:19:11,853 - mmaction - INFO - Epoch [207][1140/1413] lr: 5.472e-02, eta: 19:18:50, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4384, top5_acc: 0.6750, loss_cls: 2.5970, loss: 2.5970, grad_norm: 2.3671 2020-10-10 03:19:31,251 - mmaction - INFO - Epoch [207][1160/1413] lr: 5.472e-02, eta: 19:18:30, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4240, top5_acc: 0.6585, loss_cls: 2.6779, loss: 2.6779, grad_norm: 2.3759 2020-10-10 03:19:50,629 - mmaction - INFO - Epoch [207][1180/1413] lr: 5.472e-02, eta: 19:18:09, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4307, top5_acc: 0.6771, loss_cls: 2.5987, loss: 2.5987, grad_norm: 2.3335 2020-10-10 03:20:10,021 - mmaction - INFO - Epoch [207][1200/1413] lr: 5.472e-02, eta: 19:17:48, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4302, top5_acc: 0.6633, loss_cls: 2.6224, loss: 2.6224, grad_norm: 2.3497 2020-10-10 03:20:29,413 - mmaction - INFO - Epoch [207][1220/1413] lr: 5.472e-02, eta: 19:17:27, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4315, top5_acc: 0.6702, loss_cls: 2.6429, loss: 2.6429, grad_norm: 2.4205 2020-10-10 03:20:48,764 - mmaction - INFO - Epoch [207][1240/1413] lr: 5.472e-02, eta: 19:17:07, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4352, top5_acc: 0.6729, loss_cls: 2.6325, loss: 2.6325, grad_norm: 2.3801 2020-10-10 03:21:08,137 - mmaction - INFO - Epoch [207][1260/1413] lr: 5.472e-02, eta: 19:16:46, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4327, top5_acc: 0.6691, loss_cls: 2.6582, loss: 2.6582, grad_norm: 2.3787 2020-10-10 03:21:27,502 - mmaction - INFO - Epoch [207][1280/1413] lr: 5.472e-02, eta: 19:16:25, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4409, top5_acc: 0.6728, loss_cls: 2.6162, loss: 2.6162, grad_norm: 2.3485 2020-10-10 03:21:46,925 - mmaction - INFO - Epoch [207][1300/1413] lr: 5.472e-02, eta: 19:16:04, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4241, top5_acc: 0.6596, loss_cls: 2.6812, loss: 2.6812, grad_norm: 2.4391 2020-10-10 03:22:06,345 - mmaction - INFO - Epoch [207][1320/1413] lr: 5.472e-02, eta: 19:15:43, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4384, top5_acc: 0.6712, loss_cls: 2.6016, loss: 2.6016, grad_norm: 2.3560 2020-10-10 03:22:25,710 - mmaction - INFO - Epoch [207][1340/1413] lr: 5.472e-02, eta: 19:15:23, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4335, top5_acc: 0.6625, loss_cls: 2.6614, loss: 2.6614, grad_norm: 2.4173 2020-10-10 03:22:45,029 - mmaction - INFO - Epoch [207][1360/1413] lr: 5.472e-02, eta: 19:15:02, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.4281, top5_acc: 0.6659, loss_cls: 2.6497, loss: 2.6497, grad_norm: 2.3824 2020-10-10 03:23:04,418 - mmaction - INFO - Epoch [207][1380/1413] lr: 5.472e-02, eta: 19:14:41, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4221, top5_acc: 0.6677, loss_cls: 2.6583, loss: 2.6583, grad_norm: 2.4232 2020-10-10 03:23:23,809 - mmaction - INFO - Epoch [207][1400/1413] lr: 5.472e-02, eta: 19:14:20, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4250, top5_acc: 0.6637, loss_cls: 2.6693, loss: 2.6693, grad_norm: 2.3512 2020-10-10 03:24:27,115 - mmaction - INFO - Epoch [208][20/1413] lr: 5.262e-02, eta: 19:14:09, time: 2.508, data_time: 1.454, memory: 8482, top1_acc: 0.4323, top5_acc: 0.6794, loss_cls: 2.5838, loss: 2.5838, grad_norm: 2.3731 2020-10-10 03:24:46,378 - mmaction - INFO - Epoch [208][40/1413] lr: 5.262e-02, eta: 19:13:48, time: 0.964, data_time: 0.003, memory: 8482, top1_acc: 0.4465, top5_acc: 0.6742, loss_cls: 2.5760, loss: 2.5760, grad_norm: 2.3653 2020-10-10 03:25:05,664 - mmaction - INFO - Epoch [208][60/1413] lr: 5.262e-02, eta: 19:13:27, time: 0.964, data_time: 0.001, memory: 8482, top1_acc: 0.4410, top5_acc: 0.6762, loss_cls: 2.6025, loss: 2.6025, grad_norm: 2.3697 2020-10-10 03:25:25,003 - mmaction - INFO - Epoch [208][80/1413] lr: 5.262e-02, eta: 19:13:06, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4375, top5_acc: 0.6714, loss_cls: 2.6097, loss: 2.6097, grad_norm: 2.3884 2020-10-10 03:25:44,292 - mmaction - INFO - Epoch [208][100/1413] lr: 5.262e-02, eta: 19:12:45, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.4323, top5_acc: 0.6661, loss_cls: 2.6246, loss: 2.6246, grad_norm: 2.3965 2020-10-10 03:26:03,639 - mmaction - INFO - Epoch [208][120/1413] lr: 5.262e-02, eta: 19:12:24, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4427, top5_acc: 0.6797, loss_cls: 2.5785, loss: 2.5785, grad_norm: 2.3821 2020-10-10 03:26:23,013 - mmaction - INFO - Epoch [208][140/1413] lr: 5.262e-02, eta: 19:12:03, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4370, top5_acc: 0.6687, loss_cls: 2.6329, loss: 2.6329, grad_norm: 2.3900 2020-10-10 03:26:42,306 - mmaction - INFO - Epoch [208][160/1413] lr: 5.262e-02, eta: 19:11:43, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.4262, top5_acc: 0.6690, loss_cls: 2.6180, loss: 2.6180, grad_norm: 2.3833 2020-10-10 03:27:01,725 - mmaction - INFO - Epoch [208][180/1413] lr: 5.262e-02, eta: 19:11:22, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4401, top5_acc: 0.6703, loss_cls: 2.6156, loss: 2.6156, grad_norm: 2.3630 2020-10-10 03:27:21,070 - mmaction - INFO - Epoch [208][200/1413] lr: 5.262e-02, eta: 19:11:01, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4354, top5_acc: 0.6690, loss_cls: 2.6214, loss: 2.6214, grad_norm: 2.3820 2020-10-10 03:27:40,504 - mmaction - INFO - Epoch [208][220/1413] lr: 5.262e-02, eta: 19:10:40, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4345, top5_acc: 0.6733, loss_cls: 2.6000, loss: 2.6000, grad_norm: 2.3956 2020-10-10 03:27:59,889 - mmaction - INFO - Epoch [208][240/1413] lr: 5.262e-02, eta: 19:10:19, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4279, top5_acc: 0.6652, loss_cls: 2.6491, loss: 2.6491, grad_norm: 2.4263 2020-10-10 03:28:19,280 - mmaction - INFO - Epoch [208][260/1413] lr: 5.262e-02, eta: 19:09:59, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4257, top5_acc: 0.6680, loss_cls: 2.6404, loss: 2.6404, grad_norm: 2.3944 2020-10-10 03:28:38,694 - mmaction - INFO - Epoch [208][280/1413] lr: 5.262e-02, eta: 19:09:38, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4290, top5_acc: 0.6693, loss_cls: 2.6738, loss: 2.6738, grad_norm: 2.4071 2020-10-10 03:28:58,086 - mmaction - INFO - Epoch [208][300/1413] lr: 5.262e-02, eta: 19:09:17, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4339, top5_acc: 0.6741, loss_cls: 2.6188, loss: 2.6188, grad_norm: 2.3702 2020-10-10 03:29:17,521 - mmaction - INFO - Epoch [208][320/1413] lr: 5.262e-02, eta: 19:08:56, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4276, top5_acc: 0.6701, loss_cls: 2.6470, loss: 2.6470, grad_norm: 2.4245 2020-10-10 03:29:36,946 - mmaction - INFO - Epoch [208][340/1413] lr: 5.262e-02, eta: 19:08:36, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4370, top5_acc: 0.6802, loss_cls: 2.6088, loss: 2.6088, grad_norm: 2.3739 2020-10-10 03:29:56,332 - mmaction - INFO - Epoch [208][360/1413] lr: 5.262e-02, eta: 19:08:15, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4469, top5_acc: 0.6794, loss_cls: 2.5730, loss: 2.5730, grad_norm: 2.3584 2020-10-10 03:30:15,699 - mmaction - INFO - Epoch [208][380/1413] lr: 5.262e-02, eta: 19:07:54, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4292, top5_acc: 0.6684, loss_cls: 2.6477, loss: 2.6477, grad_norm: 2.3850 2020-10-10 03:30:35,104 - mmaction - INFO - Epoch [208][400/1413] lr: 5.262e-02, eta: 19:07:33, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4358, top5_acc: 0.6785, loss_cls: 2.6076, loss: 2.6076, grad_norm: 2.3604 2020-10-10 03:30:54,584 - mmaction - INFO - Epoch [208][420/1413] lr: 5.262e-02, eta: 19:07:13, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4332, top5_acc: 0.6708, loss_cls: 2.6141, loss: 2.6141, grad_norm: 2.4043 2020-10-10 03:31:13,911 - mmaction - INFO - Epoch [208][440/1413] lr: 5.262e-02, eta: 19:06:52, time: 0.966, data_time: 0.003, memory: 8482, top1_acc: 0.4333, top5_acc: 0.6648, loss_cls: 2.6310, loss: 2.6310, grad_norm: 2.3867 2020-10-10 03:31:33,243 - mmaction - INFO - Epoch [208][460/1413] lr: 5.262e-02, eta: 19:06:31, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4387, top5_acc: 0.6734, loss_cls: 2.6006, loss: 2.6006, grad_norm: 2.3824 2020-10-10 03:31:52,678 - mmaction - INFO - Epoch [208][480/1413] lr: 5.262e-02, eta: 19:06:10, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4257, top5_acc: 0.6572, loss_cls: 2.6801, loss: 2.6801, grad_norm: 2.3883 2020-10-10 03:32:11,999 - mmaction - INFO - Epoch [208][500/1413] lr: 5.262e-02, eta: 19:05:50, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4462, top5_acc: 0.6786, loss_cls: 2.5638, loss: 2.5638, grad_norm: 2.3600 2020-10-10 03:32:31,384 - mmaction - INFO - Epoch [208][520/1413] lr: 5.262e-02, eta: 19:05:29, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4297, top5_acc: 0.6667, loss_cls: 2.6506, loss: 2.6506, grad_norm: 2.4089 2020-10-10 03:32:50,797 - mmaction - INFO - Epoch [208][540/1413] lr: 5.262e-02, eta: 19:05:08, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4426, top5_acc: 0.6889, loss_cls: 2.5396, loss: 2.5396, grad_norm: 2.3757 2020-10-10 03:33:10,165 - mmaction - INFO - Epoch [208][560/1413] lr: 5.262e-02, eta: 19:04:47, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4415, top5_acc: 0.6750, loss_cls: 2.6004, loss: 2.6004, grad_norm: 2.4082 2020-10-10 03:33:29,549 - mmaction - INFO - Epoch [208][580/1413] lr: 5.262e-02, eta: 19:04:26, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4266, top5_acc: 0.6727, loss_cls: 2.6327, loss: 2.6327, grad_norm: 2.3787 2020-10-10 03:33:48,953 - mmaction - INFO - Epoch [208][600/1413] lr: 5.262e-02, eta: 19:04:06, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4307, top5_acc: 0.6704, loss_cls: 2.6358, loss: 2.6358, grad_norm: 2.3648 2020-10-10 03:34:08,288 - mmaction - INFO - Epoch [208][620/1413] lr: 5.262e-02, eta: 19:03:45, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.4418, top5_acc: 0.6802, loss_cls: 2.5898, loss: 2.5898, grad_norm: 2.4006 2020-10-10 03:34:27,650 - mmaction - INFO - Epoch [208][640/1413] lr: 5.262e-02, eta: 19:03:24, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4309, top5_acc: 0.6665, loss_cls: 2.6405, loss: 2.6405, grad_norm: 2.3890 2020-10-10 03:34:47,052 - mmaction - INFO - Epoch [208][660/1413] lr: 5.262e-02, eta: 19:03:03, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4417, top5_acc: 0.6777, loss_cls: 2.5856, loss: 2.5856, grad_norm: 2.3293 2020-10-10 03:35:06,455 - mmaction - INFO - Epoch [208][680/1413] lr: 5.262e-02, eta: 19:02:43, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4434, top5_acc: 0.6826, loss_cls: 2.5732, loss: 2.5732, grad_norm: 2.4156 2020-10-10 03:35:25,824 - mmaction - INFO - Epoch [208][700/1413] lr: 5.262e-02, eta: 19:02:22, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4389, top5_acc: 0.6784, loss_cls: 2.5899, loss: 2.5899, grad_norm: 2.4048 2020-10-10 03:35:45,276 - mmaction - INFO - Epoch [208][720/1413] lr: 5.262e-02, eta: 19:02:01, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.4427, top5_acc: 0.6742, loss_cls: 2.6295, loss: 2.6295, grad_norm: 2.3863 2020-10-10 03:36:04,644 - mmaction - INFO - Epoch [208][740/1413] lr: 5.262e-02, eta: 19:01:40, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4348, top5_acc: 0.6668, loss_cls: 2.6263, loss: 2.6263, grad_norm: 2.3862 2020-10-10 03:36:24,041 - mmaction - INFO - Epoch [208][760/1413] lr: 5.262e-02, eta: 19:01:20, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4388, top5_acc: 0.6680, loss_cls: 2.6427, loss: 2.6427, grad_norm: 2.4267 2020-10-10 03:36:43,424 - mmaction - INFO - Epoch [208][780/1413] lr: 5.262e-02, eta: 19:00:59, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4266, top5_acc: 0.6645, loss_cls: 2.6525, loss: 2.6525, grad_norm: 2.4094 2020-10-10 03:37:02,817 - mmaction - INFO - Epoch [208][800/1413] lr: 5.262e-02, eta: 19:00:38, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4353, top5_acc: 0.6677, loss_cls: 2.6270, loss: 2.6270, grad_norm: 2.3580 2020-10-10 03:37:22,198 - mmaction - INFO - Epoch [208][820/1413] lr: 5.262e-02, eta: 19:00:17, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4340, top5_acc: 0.6699, loss_cls: 2.6268, loss: 2.6268, grad_norm: 2.4150 2020-10-10 03:37:41,565 - mmaction - INFO - Epoch [208][840/1413] lr: 5.262e-02, eta: 18:59:57, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4327, top5_acc: 0.6716, loss_cls: 2.6111, loss: 2.6111, grad_norm: 2.3833 2020-10-10 03:38:00,934 - mmaction - INFO - Epoch [208][860/1413] lr: 5.262e-02, eta: 18:59:36, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4365, top5_acc: 0.6810, loss_cls: 2.5811, loss: 2.5811, grad_norm: 2.3809 2020-10-10 03:38:20,340 - mmaction - INFO - Epoch [208][880/1413] lr: 5.262e-02, eta: 18:59:15, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4283, top5_acc: 0.6646, loss_cls: 2.6589, loss: 2.6589, grad_norm: 2.4163 2020-10-10 03:38:39,737 - mmaction - INFO - Epoch [208][900/1413] lr: 5.262e-02, eta: 18:58:54, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4275, top5_acc: 0.6745, loss_cls: 2.6272, loss: 2.6272, grad_norm: 2.3612 2020-10-10 03:38:59,150 - mmaction - INFO - Epoch [208][920/1413] lr: 5.262e-02, eta: 18:58:34, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4286, top5_acc: 0.6681, loss_cls: 2.6413, loss: 2.6413, grad_norm: 2.3941 2020-10-10 03:39:18,559 - mmaction - INFO - Epoch [208][940/1413] lr: 5.262e-02, eta: 18:58:13, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4383, top5_acc: 0.6682, loss_cls: 2.6250, loss: 2.6250, grad_norm: 2.4132 2020-10-10 03:39:37,966 - mmaction - INFO - Epoch [208][960/1413] lr: 5.262e-02, eta: 18:57:52, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4465, top5_acc: 0.6723, loss_cls: 2.6031, loss: 2.6031, grad_norm: 2.3706 2020-10-10 03:39:57,318 - mmaction - INFO - Epoch [208][980/1413] lr: 5.262e-02, eta: 18:57:31, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4375, top5_acc: 0.6691, loss_cls: 2.6237, loss: 2.6237, grad_norm: 2.3649 2020-10-10 03:40:16,703 - mmaction - INFO - Epoch [208][1000/1413] lr: 5.262e-02, eta: 18:57:11, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4385, top5_acc: 0.6661, loss_cls: 2.6427, loss: 2.6427, grad_norm: 2.3981 2020-10-10 03:40:36,067 - mmaction - INFO - Epoch [208][1020/1413] lr: 5.262e-02, eta: 18:56:50, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4327, top5_acc: 0.6755, loss_cls: 2.6254, loss: 2.6254, grad_norm: 2.3725 2020-10-10 03:40:55,480 - mmaction - INFO - Epoch [208][1040/1413] lr: 5.262e-02, eta: 18:56:29, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4405, top5_acc: 0.6716, loss_cls: 2.5959, loss: 2.5959, grad_norm: 2.3608 2020-10-10 03:41:14,894 - mmaction - INFO - Epoch [208][1060/1413] lr: 5.262e-02, eta: 18:56:09, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4367, top5_acc: 0.6697, loss_cls: 2.6088, loss: 2.6088, grad_norm: 2.3998 2020-10-10 03:41:34,250 - mmaction - INFO - Epoch [208][1080/1413] lr: 5.262e-02, eta: 18:55:48, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4451, top5_acc: 0.6747, loss_cls: 2.5888, loss: 2.5888, grad_norm: 2.3873 2020-10-10 03:41:53,591 - mmaction - INFO - Epoch [208][1100/1413] lr: 5.262e-02, eta: 18:55:27, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4434, top5_acc: 0.6704, loss_cls: 2.6151, loss: 2.6151, grad_norm: 2.3927 2020-10-10 03:42:12,987 - mmaction - INFO - Epoch [208][1120/1413] lr: 5.262e-02, eta: 18:55:06, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4358, top5_acc: 0.6768, loss_cls: 2.6069, loss: 2.6069, grad_norm: 2.4028 2020-10-10 03:42:32,302 - mmaction - INFO - Epoch [208][1140/1413] lr: 5.262e-02, eta: 18:54:45, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4316, top5_acc: 0.6632, loss_cls: 2.6414, loss: 2.6414, grad_norm: 2.4232 2020-10-10 03:42:51,795 - mmaction - INFO - Epoch [208][1160/1413] lr: 5.262e-02, eta: 18:54:25, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.4392, top5_acc: 0.6687, loss_cls: 2.6430, loss: 2.6430, grad_norm: 2.4014 2020-10-10 03:43:11,157 - mmaction - INFO - Epoch [208][1180/1413] lr: 5.262e-02, eta: 18:54:04, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4302, top5_acc: 0.6724, loss_cls: 2.6177, loss: 2.6177, grad_norm: 2.3998 2020-10-10 03:43:30,590 - mmaction - INFO - Epoch [208][1200/1413] lr: 5.262e-02, eta: 18:53:43, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4337, top5_acc: 0.6708, loss_cls: 2.6181, loss: 2.6181, grad_norm: 2.3886 2020-10-10 03:43:49,928 - mmaction - INFO - Epoch [208][1220/1413] lr: 5.262e-02, eta: 18:53:23, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4169, top5_acc: 0.6587, loss_cls: 2.6817, loss: 2.6817, grad_norm: 2.3875 2020-10-10 03:44:09,326 - mmaction - INFO - Epoch [208][1240/1413] lr: 5.262e-02, eta: 18:53:02, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4201, top5_acc: 0.6603, loss_cls: 2.6936, loss: 2.6936, grad_norm: 2.4497 2020-10-10 03:44:28,674 - mmaction - INFO - Epoch [208][1260/1413] lr: 5.262e-02, eta: 18:52:41, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.4462, top5_acc: 0.6729, loss_cls: 2.5969, loss: 2.5969, grad_norm: 2.3768 2020-10-10 03:44:48,065 - mmaction - INFO - Epoch [208][1280/1413] lr: 5.262e-02, eta: 18:52:20, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4280, top5_acc: 0.6664, loss_cls: 2.6688, loss: 2.6688, grad_norm: 2.4406 2020-10-10 03:45:07,426 - mmaction - INFO - Epoch [208][1300/1413] lr: 5.262e-02, eta: 18:52:00, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4341, top5_acc: 0.6659, loss_cls: 2.6330, loss: 2.6330, grad_norm: 2.3910 2020-10-10 03:45:26,809 - mmaction - INFO - Epoch [208][1320/1413] lr: 5.262e-02, eta: 18:51:39, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4277, top5_acc: 0.6702, loss_cls: 2.6194, loss: 2.6194, grad_norm: 2.4087 2020-10-10 03:45:46,143 - mmaction - INFO - Epoch [208][1340/1413] lr: 5.262e-02, eta: 18:51:18, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4296, top5_acc: 0.6691, loss_cls: 2.6380, loss: 2.6380, grad_norm: 2.3817 2020-10-10 03:46:05,525 - mmaction - INFO - Epoch [208][1360/1413] lr: 5.262e-02, eta: 18:50:57, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4272, top5_acc: 0.6721, loss_cls: 2.6463, loss: 2.6463, grad_norm: 2.4318 2020-10-10 03:46:24,935 - mmaction - INFO - Epoch [208][1380/1413] lr: 5.262e-02, eta: 18:50:37, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4320, top5_acc: 0.6755, loss_cls: 2.6134, loss: 2.6134, grad_norm: 2.4298 2020-10-10 03:46:44,338 - mmaction - INFO - Epoch [208][1400/1413] lr: 5.262e-02, eta: 18:50:16, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4415, top5_acc: 0.6767, loss_cls: 2.6083, loss: 2.6083, grad_norm: 2.3925 2020-10-10 03:46:57,483 - mmaction - INFO - Saving checkpoint at 208 epochs 2020-10-10 03:48:20,461 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-10 03:48:22,974 - mmaction - INFO - top1_acc 0.4531 top5_acc 0.6946 2020-10-10 03:48:22,975 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-10 03:48:23,092 - mmaction - INFO - mean_acc 0.4530 2020-10-10 03:48:23,092 - mmaction - INFO - Now best checkpoint is epoch_208.pth 2020-10-10 03:48:23,112 - mmaction - INFO - Epoch(val) [208][1413] top1_acc: 0.4531, top5_acc: 0.6946, mean_class_accuracy: 0.4530 2020-10-10 03:49:09,138 - mmaction - INFO - Epoch [209][20/1413] lr: 5.056e-02, eta: 18:49:59, time: 2.299, data_time: 1.214, memory: 8482, top1_acc: 0.4415, top5_acc: 0.6728, loss_cls: 2.5919, loss: 2.5919, grad_norm: 2.4048 2020-10-10 03:49:28,423 - mmaction - INFO - Epoch [209][40/1413] lr: 5.056e-02, eta: 18:49:38, time: 0.964, data_time: 0.003, memory: 8482, top1_acc: 0.4435, top5_acc: 0.6811, loss_cls: 2.5666, loss: 2.5666, grad_norm: 2.3855 2020-10-10 03:49:47,808 - mmaction - INFO - Epoch [209][60/1413] lr: 5.056e-02, eta: 18:49:17, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4451, top5_acc: 0.6732, loss_cls: 2.5635, loss: 2.5635, grad_norm: 2.3907 2020-10-10 03:50:07,156 - mmaction - INFO - Epoch [209][80/1413] lr: 5.056e-02, eta: 18:48:56, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4401, top5_acc: 0.6758, loss_cls: 2.5883, loss: 2.5883, grad_norm: 2.3921 2020-10-10 03:50:26,476 - mmaction - INFO - Epoch [209][100/1413] lr: 5.056e-02, eta: 18:48:35, time: 0.966, data_time: 0.004, memory: 8482, top1_acc: 0.4374, top5_acc: 0.6764, loss_cls: 2.5842, loss: 2.5842, grad_norm: 2.4442 2020-10-10 03:50:45,889 - mmaction - INFO - Epoch [209][120/1413] lr: 5.056e-02, eta: 18:48:15, time: 0.971, data_time: 0.005, memory: 8482, top1_acc: 0.4375, top5_acc: 0.6730, loss_cls: 2.6170, loss: 2.6170, grad_norm: 2.4303 2020-10-10 03:51:05,231 - mmaction - INFO - Epoch [209][140/1413] lr: 5.056e-02, eta: 18:47:54, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4445, top5_acc: 0.6762, loss_cls: 2.5959, loss: 2.5959, grad_norm: 2.4433 2020-10-10 03:51:24,671 - mmaction - INFO - Epoch [209][160/1413] lr: 5.056e-02, eta: 18:47:33, time: 0.971, data_time: 0.004, memory: 8482, top1_acc: 0.4488, top5_acc: 0.6801, loss_cls: 2.5423, loss: 2.5423, grad_norm: 2.3899 2020-10-10 03:51:44,107 - mmaction - INFO - Epoch [209][180/1413] lr: 5.056e-02, eta: 18:47:13, time: 0.972, data_time: 0.005, memory: 8482, top1_acc: 0.4526, top5_acc: 0.6831, loss_cls: 2.5131, loss: 2.5131, grad_norm: 2.3799 2020-10-10 03:52:03,521 - mmaction - INFO - Epoch [209][200/1413] lr: 5.056e-02, eta: 18:46:52, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4298, top5_acc: 0.6680, loss_cls: 2.6142, loss: 2.6142, grad_norm: 2.4285 2020-10-10 03:52:22,881 - mmaction - INFO - Epoch [209][220/1413] lr: 5.056e-02, eta: 18:46:31, time: 0.969, data_time: 0.005, memory: 8482, top1_acc: 0.4413, top5_acc: 0.6746, loss_cls: 2.5771, loss: 2.5771, grad_norm: 2.4061 2020-10-10 03:52:42,221 - mmaction - INFO - Epoch [209][240/1413] lr: 5.056e-02, eta: 18:46:10, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4363, top5_acc: 0.6767, loss_cls: 2.6121, loss: 2.6121, grad_norm: 2.4626 2020-10-10 03:53:01,667 - mmaction - INFO - Epoch [209][260/1413] lr: 5.056e-02, eta: 18:45:50, time: 0.972, data_time: 0.005, memory: 8482, top1_acc: 0.4393, top5_acc: 0.6833, loss_cls: 2.5805, loss: 2.5805, grad_norm: 2.4537 2020-10-10 03:53:21,021 - mmaction - INFO - Epoch [209][280/1413] lr: 5.056e-02, eta: 18:45:29, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4337, top5_acc: 0.6715, loss_cls: 2.6127, loss: 2.6127, grad_norm: 2.4263 2020-10-10 03:53:40,445 - mmaction - INFO - Epoch [209][300/1413] lr: 5.056e-02, eta: 18:45:08, time: 0.971, data_time: 0.004, memory: 8482, top1_acc: 0.4405, top5_acc: 0.6814, loss_cls: 2.5942, loss: 2.5942, grad_norm: 2.4122 2020-10-10 03:53:59,828 - mmaction - INFO - Epoch [209][320/1413] lr: 5.056e-02, eta: 18:44:48, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4340, top5_acc: 0.6639, loss_cls: 2.6415, loss: 2.6415, grad_norm: 2.4038 2020-10-10 03:54:19,194 - mmaction - INFO - Epoch [209][340/1413] lr: 5.056e-02, eta: 18:44:27, time: 0.968, data_time: 0.004, memory: 8482, top1_acc: 0.4413, top5_acc: 0.6750, loss_cls: 2.5702, loss: 2.5702, grad_norm: 2.4212 2020-10-10 03:54:38,613 - mmaction - INFO - Epoch [209][360/1413] lr: 5.056e-02, eta: 18:44:06, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4475, top5_acc: 0.6729, loss_cls: 2.5739, loss: 2.5739, grad_norm: 2.4222 2020-10-10 03:54:58,033 - mmaction - INFO - Epoch [209][380/1413] lr: 5.056e-02, eta: 18:43:45, time: 0.970, data_time: 0.004, memory: 8482, top1_acc: 0.4422, top5_acc: 0.6734, loss_cls: 2.6138, loss: 2.6138, grad_norm: 2.4163 2020-10-10 03:55:17,437 - mmaction - INFO - Epoch [209][400/1413] lr: 5.056e-02, eta: 18:43:25, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4323, top5_acc: 0.6816, loss_cls: 2.6399, loss: 2.6399, grad_norm: 2.4171 2020-10-10 03:55:36,862 - mmaction - INFO - Epoch [209][420/1413] lr: 5.056e-02, eta: 18:43:04, time: 0.971, data_time: 0.005, memory: 8482, top1_acc: 0.4346, top5_acc: 0.6716, loss_cls: 2.6049, loss: 2.6049, grad_norm: 2.4132 2020-10-10 03:55:56,283 - mmaction - INFO - Epoch [209][440/1413] lr: 5.056e-02, eta: 18:42:43, time: 0.971, data_time: 0.004, memory: 8482, top1_acc: 0.4411, top5_acc: 0.6776, loss_cls: 2.5808, loss: 2.5808, grad_norm: 2.4360 2020-10-10 03:56:15,737 - mmaction - INFO - Epoch [209][460/1413] lr: 5.056e-02, eta: 18:42:23, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4358, top5_acc: 0.6738, loss_cls: 2.6271, loss: 2.6271, grad_norm: 2.4050 2020-10-10 03:56:35,145 - mmaction - INFO - Epoch [209][480/1413] lr: 5.056e-02, eta: 18:42:02, time: 0.971, data_time: 0.005, memory: 8482, top1_acc: 0.4408, top5_acc: 0.6721, loss_cls: 2.6233, loss: 2.6233, grad_norm: 2.4215 2020-10-10 03:56:54,589 - mmaction - INFO - Epoch [209][500/1413] lr: 5.056e-02, eta: 18:41:41, time: 0.973, data_time: 0.005, memory: 8482, top1_acc: 0.4411, top5_acc: 0.6802, loss_cls: 2.5613, loss: 2.5613, grad_norm: 2.4164 2020-10-10 03:57:13,960 - mmaction - INFO - Epoch [209][520/1413] lr: 5.056e-02, eta: 18:41:21, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4415, top5_acc: 0.6720, loss_cls: 2.6028, loss: 2.6028, grad_norm: 2.4719 2020-10-10 03:57:33,376 - mmaction - INFO - Epoch [209][540/1413] lr: 5.056e-02, eta: 18:41:00, time: 0.971, data_time: 0.005, memory: 8482, top1_acc: 0.4426, top5_acc: 0.6758, loss_cls: 2.5844, loss: 2.5844, grad_norm: 2.4214 2020-10-10 03:57:52,846 - mmaction - INFO - Epoch [209][560/1413] lr: 5.056e-02, eta: 18:40:39, time: 0.974, data_time: 0.005, memory: 8482, top1_acc: 0.4221, top5_acc: 0.6694, loss_cls: 2.6520, loss: 2.6520, grad_norm: 2.4529 2020-10-10 03:58:12,166 - mmaction - INFO - Epoch [209][580/1413] lr: 5.056e-02, eta: 18:40:19, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4352, top5_acc: 0.6746, loss_cls: 2.6118, loss: 2.6118, grad_norm: 2.4156 2020-10-10 03:58:31,550 - mmaction - INFO - Epoch [209][600/1413] lr: 5.056e-02, eta: 18:39:58, time: 0.969, data_time: 0.004, memory: 8482, top1_acc: 0.4388, top5_acc: 0.6776, loss_cls: 2.5885, loss: 2.5885, grad_norm: 2.4286 2020-10-10 03:58:50,913 - mmaction - INFO - Epoch [209][620/1413] lr: 5.056e-02, eta: 18:39:37, time: 0.969, data_time: 0.005, memory: 8482, top1_acc: 0.4448, top5_acc: 0.6757, loss_cls: 2.5828, loss: 2.5828, grad_norm: 2.4039 2020-10-10 03:59:10,265 - mmaction - INFO - Epoch [209][640/1413] lr: 5.056e-02, eta: 18:39:16, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4382, top5_acc: 0.6742, loss_cls: 2.6171, loss: 2.6171, grad_norm: 2.4167 2020-10-10 03:59:29,704 - mmaction - INFO - Epoch [209][660/1413] lr: 5.056e-02, eta: 18:38:56, time: 0.972, data_time: 0.004, memory: 8482, top1_acc: 0.4380, top5_acc: 0.6686, loss_cls: 2.6353, loss: 2.6353, grad_norm: 2.4646 2020-10-10 03:59:49,161 - mmaction - INFO - Epoch [209][680/1413] lr: 5.056e-02, eta: 18:38:35, time: 0.972, data_time: 0.005, memory: 8482, top1_acc: 0.4410, top5_acc: 0.6728, loss_cls: 2.5936, loss: 2.5936, grad_norm: 2.4215 2020-10-10 04:00:09,403 - mmaction - INFO - Epoch [209][700/1413] lr: 5.056e-02, eta: 18:38:15, time: 1.012, data_time: 0.003, memory: 8482, top1_acc: 0.4417, top5_acc: 0.6762, loss_cls: 2.5972, loss: 2.5972, grad_norm: 2.4276 2020-10-10 04:00:28,794 - mmaction - INFO - Epoch [209][720/1413] lr: 5.056e-02, eta: 18:37:55, time: 0.970, data_time: 0.005, memory: 8482, top1_acc: 0.4331, top5_acc: 0.6681, loss_cls: 2.6191, loss: 2.6191, grad_norm: 2.4344 2020-10-10 04:00:48,243 - mmaction - INFO - Epoch [209][740/1413] lr: 5.056e-02, eta: 18:37:34, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4410, top5_acc: 0.6729, loss_cls: 2.6242, loss: 2.6242, grad_norm: 2.4056 2020-10-10 04:01:07,656 - mmaction - INFO - Epoch [209][760/1413] lr: 5.056e-02, eta: 18:37:13, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4393, top5_acc: 0.6754, loss_cls: 2.6020, loss: 2.6020, grad_norm: 2.4213 2020-10-10 04:01:27,090 - mmaction - INFO - Epoch [209][780/1413] lr: 5.056e-02, eta: 18:36:53, time: 0.973, data_time: 0.005, memory: 8482, top1_acc: 0.4375, top5_acc: 0.6732, loss_cls: 2.6005, loss: 2.6005, grad_norm: 2.4418 2020-10-10 04:01:46,505 - mmaction - INFO - Epoch [209][800/1413] lr: 5.056e-02, eta: 18:36:32, time: 0.970, data_time: 0.005, memory: 8482, top1_acc: 0.4349, top5_acc: 0.6759, loss_cls: 2.6003, loss: 2.6003, grad_norm: 2.4066 2020-10-10 04:02:05,950 - mmaction - INFO - Epoch [209][820/1413] lr: 5.056e-02, eta: 18:36:12, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4331, top5_acc: 0.6708, loss_cls: 2.6183, loss: 2.6183, grad_norm: 2.4388 2020-10-10 04:02:25,306 - mmaction - INFO - Epoch [209][840/1413] lr: 5.056e-02, eta: 18:35:51, time: 0.968, data_time: 0.005, memory: 8482, top1_acc: 0.4385, top5_acc: 0.6796, loss_cls: 2.6003, loss: 2.6003, grad_norm: 2.4129 2020-10-10 04:02:44,727 - mmaction - INFO - Epoch [209][860/1413] lr: 5.056e-02, eta: 18:35:30, time: 0.970, data_time: 0.005, memory: 8482, top1_acc: 0.4329, top5_acc: 0.6776, loss_cls: 2.5887, loss: 2.5887, grad_norm: 2.4293 2020-10-10 04:03:04,163 - mmaction - INFO - Epoch [209][880/1413] lr: 5.056e-02, eta: 18:35:10, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.4421, top5_acc: 0.6715, loss_cls: 2.5968, loss: 2.5968, grad_norm: 2.4165 2020-10-10 04:03:23,567 - mmaction - INFO - Epoch [209][900/1413] lr: 5.056e-02, eta: 18:34:49, time: 0.969, data_time: 0.004, memory: 8482, top1_acc: 0.4340, top5_acc: 0.6730, loss_cls: 2.5814, loss: 2.5814, grad_norm: 2.4409 2020-10-10 04:03:43,007 - mmaction - INFO - Epoch [209][920/1413] lr: 5.056e-02, eta: 18:34:28, time: 0.972, data_time: 0.005, memory: 8482, top1_acc: 0.4362, top5_acc: 0.6708, loss_cls: 2.6385, loss: 2.6385, grad_norm: 2.4382 2020-10-10 04:04:02,420 - mmaction - INFO - Epoch [209][940/1413] lr: 5.056e-02, eta: 18:34:08, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4441, top5_acc: 0.6654, loss_cls: 2.6344, loss: 2.6344, grad_norm: 2.4168 2020-10-10 04:04:21,851 - mmaction - INFO - Epoch [209][960/1413] lr: 5.056e-02, eta: 18:33:47, time: 0.971, data_time: 0.004, memory: 8482, top1_acc: 0.4388, top5_acc: 0.6703, loss_cls: 2.6346, loss: 2.6346, grad_norm: 2.4140 2020-10-10 04:04:41,255 - mmaction - INFO - Epoch [209][980/1413] lr: 5.056e-02, eta: 18:33:26, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4380, top5_acc: 0.6747, loss_cls: 2.6163, loss: 2.6163, grad_norm: 2.4382 2020-10-10 04:05:00,688 - mmaction - INFO - Epoch [209][1000/1413] lr: 5.056e-02, eta: 18:33:06, time: 0.972, data_time: 0.004, memory: 8482, top1_acc: 0.4370, top5_acc: 0.6672, loss_cls: 2.6221, loss: 2.6221, grad_norm: 2.4432 2020-10-10 04:05:20,024 - mmaction - INFO - Epoch [209][1020/1413] lr: 5.056e-02, eta: 18:32:45, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4283, top5_acc: 0.6693, loss_cls: 2.6739, loss: 2.6739, grad_norm: 2.4496 2020-10-10 04:05:39,505 - mmaction - INFO - Epoch [209][1040/1413] lr: 5.056e-02, eta: 18:32:24, time: 0.973, data_time: 0.004, memory: 8482, top1_acc: 0.4387, top5_acc: 0.6810, loss_cls: 2.5657, loss: 2.5657, grad_norm: 2.4330 2020-10-10 04:05:58,969 - mmaction - INFO - Epoch [209][1060/1413] lr: 5.056e-02, eta: 18:32:04, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.4355, top5_acc: 0.6712, loss_cls: 2.6219, loss: 2.6219, grad_norm: 2.4721 2020-10-10 04:06:18,378 - mmaction - INFO - Epoch [209][1080/1413] lr: 5.056e-02, eta: 18:31:43, time: 0.970, data_time: 0.005, memory: 8482, top1_acc: 0.4375, top5_acc: 0.6773, loss_cls: 2.5902, loss: 2.5902, grad_norm: 2.3969 2020-10-10 04:06:37,768 - mmaction - INFO - Epoch [209][1100/1413] lr: 5.056e-02, eta: 18:31:22, time: 0.971, data_time: 0.004, memory: 8482, top1_acc: 0.4437, top5_acc: 0.6721, loss_cls: 2.5742, loss: 2.5742, grad_norm: 2.4117 2020-10-10 04:06:57,191 - mmaction - INFO - Epoch [209][1120/1413] lr: 5.056e-02, eta: 18:31:02, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4357, top5_acc: 0.6698, loss_cls: 2.6336, loss: 2.6336, grad_norm: 2.4538 2020-10-10 04:07:16,587 - mmaction - INFO - Epoch [209][1140/1413] lr: 5.056e-02, eta: 18:30:41, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4392, top5_acc: 0.6763, loss_cls: 2.6025, loss: 2.6025, grad_norm: 2.4190 2020-10-10 04:07:36,017 - mmaction - INFO - Epoch [209][1160/1413] lr: 5.056e-02, eta: 18:30:20, time: 0.972, data_time: 0.005, memory: 8482, top1_acc: 0.4354, top5_acc: 0.6674, loss_cls: 2.6092, loss: 2.6092, grad_norm: 2.4451 2020-10-10 04:07:55,384 - mmaction - INFO - Epoch [209][1180/1413] lr: 5.056e-02, eta: 18:30:00, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4354, top5_acc: 0.6678, loss_cls: 2.6399, loss: 2.6399, grad_norm: 2.4423 2020-10-10 04:08:14,828 - mmaction - INFO - Epoch [209][1200/1413] lr: 5.056e-02, eta: 18:29:39, time: 0.972, data_time: 0.005, memory: 8482, top1_acc: 0.4320, top5_acc: 0.6661, loss_cls: 2.6359, loss: 2.6359, grad_norm: 2.4608 2020-10-10 04:08:34,193 - mmaction - INFO - Epoch [209][1220/1413] lr: 5.056e-02, eta: 18:29:18, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4314, top5_acc: 0.6671, loss_cls: 2.6258, loss: 2.6258, grad_norm: 2.4535 2020-10-10 04:08:53,601 - mmaction - INFO - Epoch [209][1240/1413] lr: 5.056e-02, eta: 18:28:58, time: 0.970, data_time: 0.004, memory: 8482, top1_acc: 0.4228, top5_acc: 0.6725, loss_cls: 2.6632, loss: 2.6632, grad_norm: 2.4363 2020-10-10 04:09:12,999 - mmaction - INFO - Epoch [209][1260/1413] lr: 5.056e-02, eta: 18:28:37, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4279, top5_acc: 0.6695, loss_cls: 2.6369, loss: 2.6369, grad_norm: 2.4289 2020-10-10 04:09:32,341 - mmaction - INFO - Epoch [209][1280/1413] lr: 5.056e-02, eta: 18:28:16, time: 0.968, data_time: 0.005, memory: 8482, top1_acc: 0.4376, top5_acc: 0.6676, loss_cls: 2.6208, loss: 2.6208, grad_norm: 2.4413 2020-10-10 04:09:51,738 - mmaction - INFO - Epoch [209][1300/1413] lr: 5.056e-02, eta: 18:27:56, time: 0.970, data_time: 0.004, memory: 8482, top1_acc: 0.4367, top5_acc: 0.6715, loss_cls: 2.6101, loss: 2.6101, grad_norm: 2.4057 2020-10-10 04:10:11,130 - mmaction - INFO - Epoch [209][1320/1413] lr: 5.056e-02, eta: 18:27:35, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4367, top5_acc: 0.6643, loss_cls: 2.6216, loss: 2.6216, grad_norm: 2.4284 2020-10-10 04:10:30,564 - mmaction - INFO - Epoch [209][1340/1413] lr: 5.056e-02, eta: 18:27:14, time: 0.971, data_time: 0.005, memory: 8482, top1_acc: 0.4426, top5_acc: 0.6755, loss_cls: 2.5878, loss: 2.5878, grad_norm: 2.4182 2020-10-10 04:10:49,960 - mmaction - INFO - Epoch [209][1360/1413] lr: 5.056e-02, eta: 18:26:54, time: 0.970, data_time: 0.005, memory: 8482, top1_acc: 0.4357, top5_acc: 0.6751, loss_cls: 2.6127, loss: 2.6127, grad_norm: 2.4355 2020-10-10 04:11:09,367 - mmaction - INFO - Epoch [209][1380/1413] lr: 5.056e-02, eta: 18:26:33, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4448, top5_acc: 0.6740, loss_cls: 2.5785, loss: 2.5785, grad_norm: 2.3970 2020-10-10 04:11:28,792 - mmaction - INFO - Epoch [209][1400/1413] lr: 5.056e-02, eta: 18:26:12, time: 0.971, data_time: 0.005, memory: 8482, top1_acc: 0.4348, top5_acc: 0.6754, loss_cls: 2.6346, loss: 2.6346, grad_norm: 2.4609 2020-10-10 04:13:10,213 - mmaction - INFO - Epoch [210][20/1413] lr: 4.853e-02, eta: 18:26:41, time: 4.356, data_time: 3.088, memory: 8482, top1_acc: 0.4419, top5_acc: 0.6802, loss_cls: 2.5737, loss: 2.5737, grad_norm: 2.4255 2020-10-10 04:13:32,551 - mmaction - INFO - Epoch [210][40/1413] lr: 4.853e-02, eta: 18:26:24, time: 1.117, data_time: 0.005, memory: 8482, top1_acc: 0.4424, top5_acc: 0.6766, loss_cls: 2.5816, loss: 2.5816, grad_norm: 2.4164 2020-10-10 04:13:54,928 - mmaction - INFO - Epoch [210][60/1413] lr: 4.853e-02, eta: 18:26:07, time: 1.119, data_time: 0.005, memory: 8482, top1_acc: 0.4453, top5_acc: 0.6833, loss_cls: 2.5619, loss: 2.5619, grad_norm: 2.4096 2020-10-10 04:14:14,503 - mmaction - INFO - Epoch [210][80/1413] lr: 4.853e-02, eta: 18:25:46, time: 0.978, data_time: 0.004, memory: 8482, top1_acc: 0.4367, top5_acc: 0.6823, loss_cls: 2.5805, loss: 2.5805, grad_norm: 2.4443 2020-10-10 04:14:33,818 - mmaction - INFO - Epoch [210][100/1413] lr: 4.853e-02, eta: 18:25:26, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.4352, top5_acc: 0.6750, loss_cls: 2.5805, loss: 2.5805, grad_norm: 2.4609 2020-10-10 04:14:53,212 - mmaction - INFO - Epoch [210][120/1413] lr: 4.853e-02, eta: 18:25:05, time: 0.970, data_time: 0.005, memory: 8482, top1_acc: 0.4509, top5_acc: 0.6868, loss_cls: 2.5404, loss: 2.5404, grad_norm: 2.4173 2020-10-10 04:15:12,554 - mmaction - INFO - Epoch [210][140/1413] lr: 4.853e-02, eta: 18:24:44, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4434, top5_acc: 0.6801, loss_cls: 2.5637, loss: 2.5637, grad_norm: 2.4353 2020-10-10 04:15:31,873 - mmaction - INFO - Epoch [210][160/1413] lr: 4.853e-02, eta: 18:24:23, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.4465, top5_acc: 0.6819, loss_cls: 2.5783, loss: 2.5783, grad_norm: 2.4325 2020-10-10 04:15:51,179 - mmaction - INFO - Epoch [210][180/1413] lr: 4.853e-02, eta: 18:24:03, time: 0.966, data_time: 0.003, memory: 8482, top1_acc: 0.4415, top5_acc: 0.6760, loss_cls: 2.5782, loss: 2.5782, grad_norm: 2.4581 2020-10-10 04:16:10,527 - mmaction - INFO - Epoch [210][200/1413] lr: 4.853e-02, eta: 18:23:42, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4384, top5_acc: 0.6727, loss_cls: 2.5872, loss: 2.5872, grad_norm: 2.4472 2020-10-10 04:16:29,976 - mmaction - INFO - Epoch [210][220/1413] lr: 4.853e-02, eta: 18:23:21, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4477, top5_acc: 0.6786, loss_cls: 2.5939, loss: 2.5939, grad_norm: 2.4677 2020-10-10 04:16:49,333 - mmaction - INFO - Epoch [210][240/1413] lr: 4.853e-02, eta: 18:23:00, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4320, top5_acc: 0.6708, loss_cls: 2.6147, loss: 2.6147, grad_norm: 2.4253 2020-10-10 04:17:08,687 - mmaction - INFO - Epoch [210][260/1413] lr: 4.853e-02, eta: 18:22:40, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4398, top5_acc: 0.6811, loss_cls: 2.5535, loss: 2.5535, grad_norm: 2.4210 2020-10-10 04:17:28,018 - mmaction - INFO - Epoch [210][280/1413] lr: 4.853e-02, eta: 18:22:19, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4439, top5_acc: 0.6763, loss_cls: 2.5649, loss: 2.5649, grad_norm: 2.4463 2020-10-10 04:17:47,410 - mmaction - INFO - Epoch [210][300/1413] lr: 4.853e-02, eta: 18:21:58, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4447, top5_acc: 0.6770, loss_cls: 2.5710, loss: 2.5710, grad_norm: 2.4292 2020-10-10 04:18:06,807 - mmaction - INFO - Epoch [210][320/1413] lr: 4.853e-02, eta: 18:21:38, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4415, top5_acc: 0.6807, loss_cls: 2.5828, loss: 2.5828, grad_norm: 2.4397 2020-10-10 04:18:26,199 - mmaction - INFO - Epoch [210][340/1413] lr: 4.853e-02, eta: 18:21:17, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4484, top5_acc: 0.6806, loss_cls: 2.5661, loss: 2.5661, grad_norm: 2.4555 2020-10-10 04:18:45,559 - mmaction - INFO - Epoch [210][360/1413] lr: 4.853e-02, eta: 18:20:56, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4414, top5_acc: 0.6833, loss_cls: 2.5508, loss: 2.5508, grad_norm: 2.4098 2020-10-10 04:19:04,882 - mmaction - INFO - Epoch [210][380/1413] lr: 4.853e-02, eta: 18:20:35, time: 0.965, data_time: 0.001, memory: 8482, top1_acc: 0.4370, top5_acc: 0.6721, loss_cls: 2.5976, loss: 2.5976, grad_norm: 2.4566 2020-10-10 04:19:24,278 - mmaction - INFO - Epoch [210][400/1413] lr: 4.853e-02, eta: 18:20:15, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4322, top5_acc: 0.6625, loss_cls: 2.6329, loss: 2.6329, grad_norm: 2.4629 2020-10-10 04:19:43,684 - mmaction - INFO - Epoch [210][420/1413] lr: 4.853e-02, eta: 18:19:54, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4509, top5_acc: 0.6855, loss_cls: 2.5388, loss: 2.5388, grad_norm: 2.4415 2020-10-10 04:20:03,079 - mmaction - INFO - Epoch [210][440/1413] lr: 4.853e-02, eta: 18:19:33, time: 0.971, data_time: 0.004, memory: 8482, top1_acc: 0.4439, top5_acc: 0.6863, loss_cls: 2.5453, loss: 2.5453, grad_norm: 2.4483 2020-10-10 04:20:22,453 - mmaction - INFO - Epoch [210][460/1413] lr: 4.853e-02, eta: 18:19:13, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4432, top5_acc: 0.6819, loss_cls: 2.5728, loss: 2.5728, grad_norm: 2.4356 2020-10-10 04:20:41,848 - mmaction - INFO - Epoch [210][480/1413] lr: 4.853e-02, eta: 18:18:52, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4342, top5_acc: 0.6740, loss_cls: 2.6017, loss: 2.6017, grad_norm: 2.4766 2020-10-10 04:21:01,198 - mmaction - INFO - Epoch [210][500/1413] lr: 4.853e-02, eta: 18:18:31, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4535, top5_acc: 0.6849, loss_cls: 2.5280, loss: 2.5280, grad_norm: 2.3763 2020-10-10 04:21:20,611 - mmaction - INFO - Epoch [210][520/1413] lr: 4.853e-02, eta: 18:18:10, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4435, top5_acc: 0.6781, loss_cls: 2.5629, loss: 2.5629, grad_norm: 2.4468 2020-10-10 04:21:39,979 - mmaction - INFO - Epoch [210][540/1413] lr: 4.853e-02, eta: 18:17:50, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4441, top5_acc: 0.6743, loss_cls: 2.5926, loss: 2.5926, grad_norm: 2.4602 2020-10-10 04:21:59,444 - mmaction - INFO - Epoch [210][560/1413] lr: 4.853e-02, eta: 18:17:29, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4353, top5_acc: 0.6724, loss_cls: 2.6149, loss: 2.6149, grad_norm: 2.4581 2020-10-10 04:22:18,859 - mmaction - INFO - Epoch [210][580/1413] lr: 4.853e-02, eta: 18:17:08, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4421, top5_acc: 0.6794, loss_cls: 2.5650, loss: 2.5650, grad_norm: 2.4364 2020-10-10 04:22:38,225 - mmaction - INFO - Epoch [210][600/1413] lr: 4.853e-02, eta: 18:16:48, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4436, top5_acc: 0.6786, loss_cls: 2.6004, loss: 2.6004, grad_norm: 2.4616 2020-10-10 04:22:57,611 - mmaction - INFO - Epoch [210][620/1413] lr: 4.853e-02, eta: 18:16:27, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4466, top5_acc: 0.6818, loss_cls: 2.5454, loss: 2.5454, grad_norm: 2.4545 2020-10-10 04:23:16,962 - mmaction - INFO - Epoch [210][640/1413] lr: 4.853e-02, eta: 18:16:06, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4355, top5_acc: 0.6686, loss_cls: 2.6267, loss: 2.6267, grad_norm: 2.4489 2020-10-10 04:23:36,396 - mmaction - INFO - Epoch [210][660/1413] lr: 4.853e-02, eta: 18:15:46, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4508, top5_acc: 0.6790, loss_cls: 2.5648, loss: 2.5648, grad_norm: 2.4295 2020-10-10 04:23:55,818 - mmaction - INFO - Epoch [210][680/1413] lr: 4.853e-02, eta: 18:15:25, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4492, top5_acc: 0.6845, loss_cls: 2.5557, loss: 2.5557, grad_norm: 2.4530 2020-10-10 04:24:15,267 - mmaction - INFO - Epoch [210][700/1413] lr: 4.853e-02, eta: 18:15:04, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4435, top5_acc: 0.6802, loss_cls: 2.5717, loss: 2.5717, grad_norm: 2.4793 2020-10-10 04:24:34,647 - mmaction - INFO - Epoch [210][720/1413] lr: 4.853e-02, eta: 18:14:44, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4384, top5_acc: 0.6785, loss_cls: 2.5884, loss: 2.5884, grad_norm: 2.4841 2020-10-10 04:24:53,992 - mmaction - INFO - Epoch [210][740/1413] lr: 4.853e-02, eta: 18:14:23, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4303, top5_acc: 0.6710, loss_cls: 2.6156, loss: 2.6156, grad_norm: 2.4578 2020-10-10 04:25:13,425 - mmaction - INFO - Epoch [210][760/1413] lr: 4.853e-02, eta: 18:14:02, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4439, top5_acc: 0.6814, loss_cls: 2.5692, loss: 2.5692, grad_norm: 2.4487 2020-10-10 04:25:32,833 - mmaction - INFO - Epoch [210][780/1413] lr: 4.853e-02, eta: 18:13:42, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4224, top5_acc: 0.6616, loss_cls: 2.6729, loss: 2.6729, grad_norm: 2.4645 2020-10-10 04:25:52,224 - mmaction - INFO - Epoch [210][800/1413] lr: 4.853e-02, eta: 18:13:21, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4428, top5_acc: 0.6792, loss_cls: 2.5717, loss: 2.5717, grad_norm: 2.4517 2020-10-10 04:26:11,581 - mmaction - INFO - Epoch [210][820/1413] lr: 4.853e-02, eta: 18:13:00, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4467, top5_acc: 0.6775, loss_cls: 2.5791, loss: 2.5791, grad_norm: 2.4652 2020-10-10 04:26:30,972 - mmaction - INFO - Epoch [210][840/1413] lr: 4.853e-02, eta: 18:12:40, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4329, top5_acc: 0.6699, loss_cls: 2.6152, loss: 2.6152, grad_norm: 2.4466 2020-10-10 04:26:50,398 - mmaction - INFO - Epoch [210][860/1413] lr: 4.853e-02, eta: 18:12:19, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4490, top5_acc: 0.6862, loss_cls: 2.5487, loss: 2.5487, grad_norm: 2.4678 2020-10-10 04:27:09,769 - mmaction - INFO - Epoch [210][880/1413] lr: 4.853e-02, eta: 18:11:58, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4448, top5_acc: 0.6734, loss_cls: 2.5951, loss: 2.5951, grad_norm: 2.4753 2020-10-10 04:27:29,147 - mmaction - INFO - Epoch [210][900/1413] lr: 4.853e-02, eta: 18:11:38, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4378, top5_acc: 0.6785, loss_cls: 2.6027, loss: 2.6027, grad_norm: 2.4787 2020-10-10 04:27:48,574 - mmaction - INFO - Epoch [210][920/1413] lr: 4.853e-02, eta: 18:11:17, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4393, top5_acc: 0.6656, loss_cls: 2.6193, loss: 2.6193, grad_norm: 2.4570 2020-10-10 04:28:07,936 - mmaction - INFO - Epoch [210][940/1413] lr: 4.853e-02, eta: 18:10:56, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4496, top5_acc: 0.6818, loss_cls: 2.5462, loss: 2.5462, grad_norm: 2.4157 2020-10-10 04:28:27,358 - mmaction - INFO - Epoch [210][960/1413] lr: 4.853e-02, eta: 18:10:36, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4449, top5_acc: 0.6798, loss_cls: 2.5801, loss: 2.5801, grad_norm: 2.4823 2020-10-10 04:28:46,707 - mmaction - INFO - Epoch [210][980/1413] lr: 4.853e-02, eta: 18:10:15, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4486, top5_acc: 0.6822, loss_cls: 2.5738, loss: 2.5738, grad_norm: 2.4357 2020-10-10 04:29:06,128 - mmaction - INFO - Epoch [210][1000/1413] lr: 4.853e-02, eta: 18:09:54, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4449, top5_acc: 0.6802, loss_cls: 2.5786, loss: 2.5786, grad_norm: 2.4548 2020-10-10 04:29:25,521 - mmaction - INFO - Epoch [210][1020/1413] lr: 4.853e-02, eta: 18:09:34, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4444, top5_acc: 0.6725, loss_cls: 2.6063, loss: 2.6063, grad_norm: 2.4539 2020-10-10 04:29:44,863 - mmaction - INFO - Epoch [210][1040/1413] lr: 4.853e-02, eta: 18:09:13, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4454, top5_acc: 0.6828, loss_cls: 2.5498, loss: 2.5498, grad_norm: 2.4243 2020-10-10 04:30:04,279 - mmaction - INFO - Epoch [210][1060/1413] lr: 4.853e-02, eta: 18:08:52, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4370, top5_acc: 0.6712, loss_cls: 2.6218, loss: 2.6218, grad_norm: 2.4885 2020-10-10 04:30:23,686 - mmaction - INFO - Epoch [210][1080/1413] lr: 4.853e-02, eta: 18:08:32, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4415, top5_acc: 0.6716, loss_cls: 2.5861, loss: 2.5861, grad_norm: 2.4541 2020-10-10 04:30:43,094 - mmaction - INFO - Epoch [210][1100/1413] lr: 4.853e-02, eta: 18:08:11, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4361, top5_acc: 0.6725, loss_cls: 2.6272, loss: 2.6272, grad_norm: 2.4737 2020-10-10 04:31:02,474 - mmaction - INFO - Epoch [210][1120/1413] lr: 4.853e-02, eta: 18:07:50, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4383, top5_acc: 0.6797, loss_cls: 2.5898, loss: 2.5898, grad_norm: 2.4572 2020-10-10 04:31:21,830 - mmaction - INFO - Epoch [210][1140/1413] lr: 4.853e-02, eta: 18:07:30, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4451, top5_acc: 0.6768, loss_cls: 2.5806, loss: 2.5806, grad_norm: 2.4577 2020-10-10 04:31:41,208 - mmaction - INFO - Epoch [210][1160/1413] lr: 4.853e-02, eta: 18:07:09, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4448, top5_acc: 0.6790, loss_cls: 2.5870, loss: 2.5870, grad_norm: 2.4815 2020-10-10 04:32:00,651 - mmaction - INFO - Epoch [210][1180/1413] lr: 4.853e-02, eta: 18:06:48, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4292, top5_acc: 0.6715, loss_cls: 2.6172, loss: 2.6172, grad_norm: 2.4835 2020-10-10 04:32:20,052 - mmaction - INFO - Epoch [210][1200/1413] lr: 4.853e-02, eta: 18:06:28, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4342, top5_acc: 0.6773, loss_cls: 2.5854, loss: 2.5854, grad_norm: 2.4549 2020-10-10 04:32:39,471 - mmaction - INFO - Epoch [210][1220/1413] lr: 4.853e-02, eta: 18:06:07, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4401, top5_acc: 0.6759, loss_cls: 2.5972, loss: 2.5972, grad_norm: 2.4594 2020-10-10 04:32:58,833 - mmaction - INFO - Epoch [210][1240/1413] lr: 4.853e-02, eta: 18:05:46, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4401, top5_acc: 0.6835, loss_cls: 2.5614, loss: 2.5614, grad_norm: 2.4368 2020-10-10 04:33:18,215 - mmaction - INFO - Epoch [210][1260/1413] lr: 4.853e-02, eta: 18:05:26, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4430, top5_acc: 0.6815, loss_cls: 2.5685, loss: 2.5685, grad_norm: 2.4297 2020-10-10 04:33:37,674 - mmaction - INFO - Epoch [210][1280/1413] lr: 4.853e-02, eta: 18:05:05, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.4391, top5_acc: 0.6751, loss_cls: 2.6024, loss: 2.6024, grad_norm: 2.5021 2020-10-10 04:33:57,073 - mmaction - INFO - Epoch [210][1300/1413] lr: 4.853e-02, eta: 18:04:45, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4389, top5_acc: 0.6687, loss_cls: 2.6023, loss: 2.6023, grad_norm: 2.4754 2020-10-10 04:34:16,436 - mmaction - INFO - Epoch [210][1320/1413] lr: 4.853e-02, eta: 18:04:24, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4421, top5_acc: 0.6874, loss_cls: 2.5490, loss: 2.5490, grad_norm: 2.4313 2020-10-10 04:34:35,864 - mmaction - INFO - Epoch [210][1340/1413] lr: 4.853e-02, eta: 18:04:03, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4387, top5_acc: 0.6695, loss_cls: 2.6176, loss: 2.6176, grad_norm: 2.4712 2020-10-10 04:34:55,271 - mmaction - INFO - Epoch [210][1360/1413] lr: 4.853e-02, eta: 18:03:43, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4335, top5_acc: 0.6715, loss_cls: 2.6386, loss: 2.6386, grad_norm: 2.5276 2020-10-10 04:35:14,686 - mmaction - INFO - Epoch [210][1380/1413] lr: 4.853e-02, eta: 18:03:22, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4331, top5_acc: 0.6704, loss_cls: 2.6153, loss: 2.6153, grad_norm: 2.4933 2020-10-10 04:35:34,100 - mmaction - INFO - Epoch [210][1400/1413] lr: 4.853e-02, eta: 18:03:01, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4362, top5_acc: 0.6684, loss_cls: 2.6200, loss: 2.6200, grad_norm: 2.4660 2020-10-10 04:36:38,511 - mmaction - INFO - Epoch [211][20/1413] lr: 4.654e-02, eta: 18:02:49, time: 2.577, data_time: 1.514, memory: 8482, top1_acc: 0.4493, top5_acc: 0.6870, loss_cls: 2.5316, loss: 2.5316, grad_norm: 2.4229 2020-10-10 04:36:57,837 - mmaction - INFO - Epoch [211][40/1413] lr: 4.654e-02, eta: 18:02:28, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4487, top5_acc: 0.6844, loss_cls: 2.5452, loss: 2.5452, grad_norm: 2.4667 2020-10-10 04:37:17,172 - mmaction - INFO - Epoch [211][60/1413] lr: 4.654e-02, eta: 18:02:07, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.4490, top5_acc: 0.6784, loss_cls: 2.5592, loss: 2.5592, grad_norm: 2.4775 2020-10-10 04:37:36,559 - mmaction - INFO - Epoch [211][80/1413] lr: 4.654e-02, eta: 18:01:47, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4414, top5_acc: 0.6805, loss_cls: 2.5748, loss: 2.5748, grad_norm: 2.4422 2020-10-10 04:37:55,924 - mmaction - INFO - Epoch [211][100/1413] lr: 4.654e-02, eta: 18:01:26, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4466, top5_acc: 0.6760, loss_cls: 2.5526, loss: 2.5526, grad_norm: 2.4587 2020-10-10 04:38:15,376 - mmaction - INFO - Epoch [211][120/1413] lr: 4.654e-02, eta: 18:01:05, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.4491, top5_acc: 0.6772, loss_cls: 2.5522, loss: 2.5522, grad_norm: 2.4804 2020-10-10 04:38:34,811 - mmaction - INFO - Epoch [211][140/1413] lr: 4.654e-02, eta: 18:00:45, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4432, top5_acc: 0.6813, loss_cls: 2.5386, loss: 2.5386, grad_norm: 2.4608 2020-10-10 04:38:54,240 - mmaction - INFO - Epoch [211][160/1413] lr: 4.654e-02, eta: 18:00:24, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4460, top5_acc: 0.6805, loss_cls: 2.5668, loss: 2.5668, grad_norm: 2.5007 2020-10-10 04:39:13,587 - mmaction - INFO - Epoch [211][180/1413] lr: 4.654e-02, eta: 18:00:03, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4461, top5_acc: 0.6766, loss_cls: 2.5572, loss: 2.5572, grad_norm: 2.4691 2020-10-10 04:39:32,963 - mmaction - INFO - Epoch [211][200/1413] lr: 4.654e-02, eta: 17:59:43, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4406, top5_acc: 0.6764, loss_cls: 2.5913, loss: 2.5913, grad_norm: 2.4983 2020-10-10 04:39:52,423 - mmaction - INFO - Epoch [211][220/1413] lr: 4.654e-02, eta: 17:59:22, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4449, top5_acc: 0.6835, loss_cls: 2.5542, loss: 2.5542, grad_norm: 2.4756 2020-10-10 04:40:11,766 - mmaction - INFO - Epoch [211][240/1413] lr: 4.654e-02, eta: 17:59:01, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4391, top5_acc: 0.6720, loss_cls: 2.6086, loss: 2.6086, grad_norm: 2.5124 2020-10-10 04:40:31,128 - mmaction - INFO - Epoch [211][260/1413] lr: 4.654e-02, eta: 17:58:41, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4383, top5_acc: 0.6771, loss_cls: 2.5815, loss: 2.5815, grad_norm: 2.4399 2020-10-10 04:40:50,531 - mmaction - INFO - Epoch [211][280/1413] lr: 4.654e-02, eta: 17:58:20, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4530, top5_acc: 0.6775, loss_cls: 2.5635, loss: 2.5635, grad_norm: 2.4727 2020-10-10 04:41:09,906 - mmaction - INFO - Epoch [211][300/1413] lr: 4.654e-02, eta: 17:57:59, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4551, top5_acc: 0.6889, loss_cls: 2.5155, loss: 2.5155, grad_norm: 2.4440 2020-10-10 04:41:29,321 - mmaction - INFO - Epoch [211][320/1413] lr: 4.654e-02, eta: 17:57:39, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4483, top5_acc: 0.6823, loss_cls: 2.5609, loss: 2.5609, grad_norm: 2.4789 2020-10-10 04:41:48,727 - mmaction - INFO - Epoch [211][340/1413] lr: 4.654e-02, eta: 17:57:18, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4393, top5_acc: 0.6796, loss_cls: 2.5452, loss: 2.5452, grad_norm: 2.5024 2020-10-10 04:42:08,142 - mmaction - INFO - Epoch [211][360/1413] lr: 4.654e-02, eta: 17:56:58, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4380, top5_acc: 0.6745, loss_cls: 2.5782, loss: 2.5782, grad_norm: 2.4418 2020-10-10 04:42:27,541 - mmaction - INFO - Epoch [211][380/1413] lr: 4.654e-02, eta: 17:56:37, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4500, top5_acc: 0.6839, loss_cls: 2.5325, loss: 2.5325, grad_norm: 2.5064 2020-10-10 04:42:46,964 - mmaction - INFO - Epoch [211][400/1413] lr: 4.654e-02, eta: 17:56:16, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4492, top5_acc: 0.6842, loss_cls: 2.5418, loss: 2.5418, grad_norm: 2.4341 2020-10-10 04:43:06,365 - mmaction - INFO - Epoch [211][420/1413] lr: 4.654e-02, eta: 17:55:56, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4454, top5_acc: 0.6807, loss_cls: 2.5763, loss: 2.5763, grad_norm: 2.4870 2020-10-10 04:43:25,760 - mmaction - INFO - Epoch [211][440/1413] lr: 4.654e-02, eta: 17:55:35, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4439, top5_acc: 0.6755, loss_cls: 2.5732, loss: 2.5732, grad_norm: 2.4573 2020-10-10 04:43:45,183 - mmaction - INFO - Epoch [211][460/1413] lr: 4.654e-02, eta: 17:55:14, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4431, top5_acc: 0.6781, loss_cls: 2.5683, loss: 2.5683, grad_norm: 2.5075 2020-10-10 04:44:04,580 - mmaction - INFO - Epoch [211][480/1413] lr: 4.654e-02, eta: 17:54:54, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4419, top5_acc: 0.6729, loss_cls: 2.5898, loss: 2.5898, grad_norm: 2.5170 2020-10-10 04:44:24,017 - mmaction - INFO - Epoch [211][500/1413] lr: 4.654e-02, eta: 17:54:33, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4483, top5_acc: 0.6785, loss_cls: 2.5477, loss: 2.5477, grad_norm: 2.4601 2020-10-10 04:44:43,379 - mmaction - INFO - Epoch [211][520/1413] lr: 4.654e-02, eta: 17:54:13, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4452, top5_acc: 0.6798, loss_cls: 2.5736, loss: 2.5736, grad_norm: 2.4866 2020-10-10 04:45:02,786 - mmaction - INFO - Epoch [211][540/1413] lr: 4.654e-02, eta: 17:53:52, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4341, top5_acc: 0.6734, loss_cls: 2.5909, loss: 2.5909, grad_norm: 2.5232 2020-10-10 04:45:22,187 - mmaction - INFO - Epoch [211][560/1413] lr: 4.654e-02, eta: 17:53:31, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4423, top5_acc: 0.6790, loss_cls: 2.5534, loss: 2.5534, grad_norm: 2.4548 2020-10-10 04:45:41,617 - mmaction - INFO - Epoch [211][580/1413] lr: 4.654e-02, eta: 17:53:11, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4483, top5_acc: 0.6863, loss_cls: 2.5471, loss: 2.5471, grad_norm: 2.4907 2020-10-10 04:46:01,005 - mmaction - INFO - Epoch [211][600/1413] lr: 4.654e-02, eta: 17:52:50, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4503, top5_acc: 0.6813, loss_cls: 2.5670, loss: 2.5670, grad_norm: 2.5038 2020-10-10 04:46:20,426 - mmaction - INFO - Epoch [211][620/1413] lr: 4.654e-02, eta: 17:52:29, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4457, top5_acc: 0.6815, loss_cls: 2.5511, loss: 2.5511, grad_norm: 2.4860 2020-10-10 04:46:39,791 - mmaction - INFO - Epoch [211][640/1413] lr: 4.654e-02, eta: 17:52:09, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4358, top5_acc: 0.6690, loss_cls: 2.6405, loss: 2.6405, grad_norm: 2.5099 2020-10-10 04:46:59,160 - mmaction - INFO - Epoch [211][660/1413] lr: 4.654e-02, eta: 17:51:48, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4475, top5_acc: 0.6814, loss_cls: 2.5779, loss: 2.5779, grad_norm: 2.4784 2020-10-10 04:47:18,594 - mmaction - INFO - Epoch [211][680/1413] lr: 4.654e-02, eta: 17:51:28, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4426, top5_acc: 0.6865, loss_cls: 2.5607, loss: 2.5607, grad_norm: 2.5086 2020-10-10 04:47:38,004 - mmaction - INFO - Epoch [211][700/1413] lr: 4.654e-02, eta: 17:51:07, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4454, top5_acc: 0.6802, loss_cls: 2.5712, loss: 2.5712, grad_norm: 2.4781 2020-10-10 04:47:57,420 - mmaction - INFO - Epoch [211][720/1413] lr: 4.654e-02, eta: 17:50:46, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4374, top5_acc: 0.6764, loss_cls: 2.5828, loss: 2.5828, grad_norm: 2.5190 2020-10-10 04:48:16,747 - mmaction - INFO - Epoch [211][740/1413] lr: 4.654e-02, eta: 17:50:26, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.4376, top5_acc: 0.6695, loss_cls: 2.6047, loss: 2.6047, grad_norm: 2.5038 2020-10-10 04:48:36,132 - mmaction - INFO - Epoch [211][760/1413] lr: 4.654e-02, eta: 17:50:05, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4449, top5_acc: 0.6720, loss_cls: 2.5893, loss: 2.5893, grad_norm: 2.5064 2020-10-10 04:48:55,487 - mmaction - INFO - Epoch [211][780/1413] lr: 4.654e-02, eta: 17:49:44, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4520, top5_acc: 0.6827, loss_cls: 2.5419, loss: 2.5419, grad_norm: 2.4607 2020-10-10 04:49:14,936 - mmaction - INFO - Epoch [211][800/1413] lr: 4.654e-02, eta: 17:49:24, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.4421, top5_acc: 0.6818, loss_cls: 2.5758, loss: 2.5758, grad_norm: 2.4725 2020-10-10 04:49:34,324 - mmaction - INFO - Epoch [211][820/1413] lr: 4.654e-02, eta: 17:49:03, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4443, top5_acc: 0.6882, loss_cls: 2.5402, loss: 2.5402, grad_norm: 2.4742 2020-10-10 04:49:53,707 - mmaction - INFO - Epoch [211][840/1413] lr: 4.654e-02, eta: 17:48:43, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4350, top5_acc: 0.6758, loss_cls: 2.5789, loss: 2.5789, grad_norm: 2.4934 2020-10-10 04:50:13,047 - mmaction - INFO - Epoch [211][860/1413] lr: 4.654e-02, eta: 17:48:22, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4423, top5_acc: 0.6737, loss_cls: 2.5890, loss: 2.5890, grad_norm: 2.4584 2020-10-10 04:50:32,442 - mmaction - INFO - Epoch [211][880/1413] lr: 4.654e-02, eta: 17:48:01, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4470, top5_acc: 0.6755, loss_cls: 2.5523, loss: 2.5523, grad_norm: 2.4913 2020-10-10 04:50:51,863 - mmaction - INFO - Epoch [211][900/1413] lr: 4.654e-02, eta: 17:47:41, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4474, top5_acc: 0.6785, loss_cls: 2.5924, loss: 2.5924, grad_norm: 2.4844 2020-10-10 04:51:11,248 - mmaction - INFO - Epoch [211][920/1413] lr: 4.654e-02, eta: 17:47:20, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4510, top5_acc: 0.6837, loss_cls: 2.5454, loss: 2.5454, grad_norm: 2.4975 2020-10-10 04:51:30,687 - mmaction - INFO - Epoch [211][940/1413] lr: 4.654e-02, eta: 17:46:59, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4473, top5_acc: 0.6798, loss_cls: 2.5691, loss: 2.5691, grad_norm: 2.5018 2020-10-10 04:51:50,095 - mmaction - INFO - Epoch [211][960/1413] lr: 4.654e-02, eta: 17:46:39, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4461, top5_acc: 0.6762, loss_cls: 2.5987, loss: 2.5987, grad_norm: 2.5000 2020-10-10 04:52:09,494 - mmaction - INFO - Epoch [211][980/1413] lr: 4.654e-02, eta: 17:46:18, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4488, top5_acc: 0.6772, loss_cls: 2.5538, loss: 2.5538, grad_norm: 2.4746 2020-10-10 04:52:28,877 - mmaction - INFO - Epoch [211][1000/1413] lr: 4.654e-02, eta: 17:45:58, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4440, top5_acc: 0.6876, loss_cls: 2.5546, loss: 2.5546, grad_norm: 2.4823 2020-10-10 04:52:48,224 - mmaction - INFO - Epoch [211][1020/1413] lr: 4.654e-02, eta: 17:45:37, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4395, top5_acc: 0.6701, loss_cls: 2.6195, loss: 2.6195, grad_norm: 2.5010 2020-10-10 04:53:07,542 - mmaction - INFO - Epoch [211][1040/1413] lr: 4.654e-02, eta: 17:45:16, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4388, top5_acc: 0.6798, loss_cls: 2.5849, loss: 2.5849, grad_norm: 2.4943 2020-10-10 04:53:26,979 - mmaction - INFO - Epoch [211][1060/1413] lr: 4.654e-02, eta: 17:44:56, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4336, top5_acc: 0.6728, loss_cls: 2.6088, loss: 2.6088, grad_norm: 2.5120 2020-10-10 04:53:46,402 - mmaction - INFO - Epoch [211][1080/1413] lr: 4.654e-02, eta: 17:44:35, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4482, top5_acc: 0.6799, loss_cls: 2.5563, loss: 2.5563, grad_norm: 2.4890 2020-10-10 04:54:05,756 - mmaction - INFO - Epoch [211][1100/1413] lr: 4.654e-02, eta: 17:44:14, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4396, top5_acc: 0.6745, loss_cls: 2.5939, loss: 2.5939, grad_norm: 2.5130 2020-10-10 04:54:25,131 - mmaction - INFO - Epoch [211][1120/1413] lr: 4.654e-02, eta: 17:43:54, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4383, top5_acc: 0.6736, loss_cls: 2.5943, loss: 2.5943, grad_norm: 2.4948 2020-10-10 04:54:44,557 - mmaction - INFO - Epoch [211][1140/1413] lr: 4.654e-02, eta: 17:43:33, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4387, top5_acc: 0.6842, loss_cls: 2.5807, loss: 2.5807, grad_norm: 2.4844 2020-10-10 04:55:03,898 - mmaction - INFO - Epoch [211][1160/1413] lr: 4.654e-02, eta: 17:43:13, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4486, top5_acc: 0.6760, loss_cls: 2.5752, loss: 2.5752, grad_norm: 2.4752 2020-10-10 04:55:23,283 - mmaction - INFO - Epoch [211][1180/1413] lr: 4.654e-02, eta: 17:42:52, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4419, top5_acc: 0.6750, loss_cls: 2.5937, loss: 2.5937, grad_norm: 2.4503 2020-10-10 04:55:42,661 - mmaction - INFO - Epoch [211][1200/1413] lr: 4.654e-02, eta: 17:42:31, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4503, top5_acc: 0.6777, loss_cls: 2.5909, loss: 2.5909, grad_norm: 2.4779 2020-10-10 04:56:02,079 - mmaction - INFO - Epoch [211][1220/1413] lr: 4.654e-02, eta: 17:42:11, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4439, top5_acc: 0.6814, loss_cls: 2.5640, loss: 2.5640, grad_norm: 2.5256 2020-10-10 04:56:21,476 - mmaction - INFO - Epoch [211][1240/1413] lr: 4.654e-02, eta: 17:41:50, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4344, top5_acc: 0.6714, loss_cls: 2.6128, loss: 2.6128, grad_norm: 2.5080 2020-10-10 04:56:40,866 - mmaction - INFO - Epoch [211][1260/1413] lr: 4.654e-02, eta: 17:41:29, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4434, top5_acc: 0.6854, loss_cls: 2.5693, loss: 2.5693, grad_norm: 2.5060 2020-10-10 04:57:00,270 - mmaction - INFO - Epoch [211][1280/1413] lr: 4.654e-02, eta: 17:41:09, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4406, top5_acc: 0.6794, loss_cls: 2.5677, loss: 2.5677, grad_norm: 2.4628 2020-10-10 04:57:19,678 - mmaction - INFO - Epoch [211][1300/1413] lr: 4.654e-02, eta: 17:40:48, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4449, top5_acc: 0.6833, loss_cls: 2.5563, loss: 2.5563, grad_norm: 2.4525 2020-10-10 04:57:39,098 - mmaction - INFO - Epoch [211][1320/1413] lr: 4.654e-02, eta: 17:40:28, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4464, top5_acc: 0.6833, loss_cls: 2.5694, loss: 2.5694, grad_norm: 2.5109 2020-10-10 04:57:58,527 - mmaction - INFO - Epoch [211][1340/1413] lr: 4.654e-02, eta: 17:40:07, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4458, top5_acc: 0.6712, loss_cls: 2.5867, loss: 2.5867, grad_norm: 2.5172 2020-10-10 04:58:17,930 - mmaction - INFO - Epoch [211][1360/1413] lr: 4.654e-02, eta: 17:39:47, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4361, top5_acc: 0.6743, loss_cls: 2.5955, loss: 2.5955, grad_norm: 2.5058 2020-10-10 04:58:37,335 - mmaction - INFO - Epoch [211][1380/1413] lr: 4.654e-02, eta: 17:39:26, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4488, top5_acc: 0.6784, loss_cls: 2.5519, loss: 2.5519, grad_norm: 2.4899 2020-10-10 04:58:56,673 - mmaction - INFO - Epoch [211][1400/1413] lr: 4.654e-02, eta: 17:39:05, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4460, top5_acc: 0.6837, loss_cls: 2.5604, loss: 2.5604, grad_norm: 2.5244 2020-10-10 05:00:01,534 - mmaction - INFO - Epoch [212][20/1413] lr: 4.459e-02, eta: 17:38:52, time: 2.578, data_time: 1.553, memory: 8482, top1_acc: 0.4487, top5_acc: 0.6828, loss_cls: 2.5280, loss: 2.5280, grad_norm: 2.5048 2020-10-10 05:00:21,562 - mmaction - INFO - Epoch [212][40/1413] lr: 4.459e-02, eta: 17:38:32, time: 1.002, data_time: 0.003, memory: 8482, top1_acc: 0.4471, top5_acc: 0.6841, loss_cls: 2.5393, loss: 2.5393, grad_norm: 2.4886 2020-10-10 05:00:40,924 - mmaction - INFO - Epoch [212][60/1413] lr: 4.459e-02, eta: 17:38:11, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4444, top5_acc: 0.6789, loss_cls: 2.5755, loss: 2.5755, grad_norm: 2.5367 2020-10-10 05:01:00,207 - mmaction - INFO - Epoch [212][80/1413] lr: 4.459e-02, eta: 17:37:50, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.4510, top5_acc: 0.6841, loss_cls: 2.5594, loss: 2.5594, grad_norm: 2.5218 2020-10-10 05:01:19,570 - mmaction - INFO - Epoch [212][100/1413] lr: 4.459e-02, eta: 17:37:30, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4484, top5_acc: 0.6922, loss_cls: 2.5088, loss: 2.5088, grad_norm: 2.4959 2020-10-10 05:01:38,965 - mmaction - INFO - Epoch [212][120/1413] lr: 4.459e-02, eta: 17:37:09, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4492, top5_acc: 0.6861, loss_cls: 2.5477, loss: 2.5477, grad_norm: 2.5196 2020-10-10 05:01:58,386 - mmaction - INFO - Epoch [212][140/1413] lr: 4.459e-02, eta: 17:36:49, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4589, top5_acc: 0.6908, loss_cls: 2.5135, loss: 2.5135, grad_norm: 2.5240 2020-10-10 05:02:17,840 - mmaction - INFO - Epoch [212][160/1413] lr: 4.459e-02, eta: 17:36:28, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.4454, top5_acc: 0.6842, loss_cls: 2.5541, loss: 2.5541, grad_norm: 2.5234 2020-10-10 05:02:37,213 - mmaction - INFO - Epoch [212][180/1413] lr: 4.459e-02, eta: 17:36:07, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4540, top5_acc: 0.6901, loss_cls: 2.5133, loss: 2.5133, grad_norm: 2.5296 2020-10-10 05:02:56,653 - mmaction - INFO - Epoch [212][200/1413] lr: 4.459e-02, eta: 17:35:47, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4479, top5_acc: 0.6755, loss_cls: 2.5783, loss: 2.5783, grad_norm: 2.5266 2020-10-10 05:03:16,054 - mmaction - INFO - Epoch [212][220/1413] lr: 4.459e-02, eta: 17:35:26, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4452, top5_acc: 0.6816, loss_cls: 2.5400, loss: 2.5400, grad_norm: 2.5396 2020-10-10 05:03:35,501 - mmaction - INFO - Epoch [212][240/1413] lr: 4.459e-02, eta: 17:35:06, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4551, top5_acc: 0.6893, loss_cls: 2.5208, loss: 2.5208, grad_norm: 2.5150 2020-10-10 05:03:54,871 - mmaction - INFO - Epoch [212][260/1413] lr: 4.459e-02, eta: 17:34:45, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4577, top5_acc: 0.6909, loss_cls: 2.4749, loss: 2.4749, grad_norm: 2.4890 2020-10-10 05:04:14,275 - mmaction - INFO - Epoch [212][280/1413] lr: 4.459e-02, eta: 17:34:25, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4443, top5_acc: 0.6803, loss_cls: 2.5510, loss: 2.5510, grad_norm: 2.5147 2020-10-10 05:04:33,696 - mmaction - INFO - Epoch [212][300/1413] lr: 4.459e-02, eta: 17:34:04, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4510, top5_acc: 0.6810, loss_cls: 2.5356, loss: 2.5356, grad_norm: 2.5484 2020-10-10 05:04:53,116 - mmaction - INFO - Epoch [212][320/1413] lr: 4.459e-02, eta: 17:33:43, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4372, top5_acc: 0.6788, loss_cls: 2.5743, loss: 2.5743, grad_norm: 2.5200 2020-10-10 05:05:12,473 - mmaction - INFO - Epoch [212][340/1413] lr: 4.459e-02, eta: 17:33:23, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4445, top5_acc: 0.6796, loss_cls: 2.5856, loss: 2.5856, grad_norm: 2.4873 2020-10-10 05:05:31,788 - mmaction - INFO - Epoch [212][360/1413] lr: 4.459e-02, eta: 17:33:02, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.4525, top5_acc: 0.6883, loss_cls: 2.5262, loss: 2.5262, grad_norm: 2.5114 2020-10-10 05:05:51,317 - mmaction - INFO - Epoch [212][380/1413] lr: 4.459e-02, eta: 17:32:42, time: 0.977, data_time: 0.003, memory: 8482, top1_acc: 0.4500, top5_acc: 0.6763, loss_cls: 2.5602, loss: 2.5602, grad_norm: 2.5324 2020-10-10 05:06:10,667 - mmaction - INFO - Epoch [212][400/1413] lr: 4.459e-02, eta: 17:32:21, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4393, top5_acc: 0.6828, loss_cls: 2.5668, loss: 2.5668, grad_norm: 2.5444 2020-10-10 05:06:30,074 - mmaction - INFO - Epoch [212][420/1413] lr: 4.459e-02, eta: 17:32:00, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4538, top5_acc: 0.6904, loss_cls: 2.5093, loss: 2.5093, grad_norm: 2.5097 2020-10-10 05:06:49,433 - mmaction - INFO - Epoch [212][440/1413] lr: 4.459e-02, eta: 17:31:40, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4471, top5_acc: 0.6813, loss_cls: 2.5625, loss: 2.5625, grad_norm: 2.5301 2020-10-10 05:07:08,824 - mmaction - INFO - Epoch [212][460/1413] lr: 4.459e-02, eta: 17:31:19, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4560, top5_acc: 0.6872, loss_cls: 2.5157, loss: 2.5157, grad_norm: 2.5021 2020-10-10 05:07:28,202 - mmaction - INFO - Epoch [212][480/1413] lr: 4.459e-02, eta: 17:30:59, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4432, top5_acc: 0.6796, loss_cls: 2.5632, loss: 2.5632, grad_norm: 2.4925 2020-10-10 05:07:47,685 - mmaction - INFO - Epoch [212][500/1413] lr: 4.459e-02, eta: 17:30:38, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4453, top5_acc: 0.6793, loss_cls: 2.5609, loss: 2.5609, grad_norm: 2.4838 2020-10-10 05:08:07,023 - mmaction - INFO - Epoch [212][520/1413] lr: 4.459e-02, eta: 17:30:17, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4413, top5_acc: 0.6829, loss_cls: 2.5689, loss: 2.5689, grad_norm: 2.5121 2020-10-10 05:08:26,372 - mmaction - INFO - Epoch [212][540/1413] lr: 4.459e-02, eta: 17:29:57, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4527, top5_acc: 0.6801, loss_cls: 2.5530, loss: 2.5530, grad_norm: 2.5122 2020-10-10 05:08:45,823 - mmaction - INFO - Epoch [212][560/1413] lr: 4.459e-02, eta: 17:29:36, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.4563, top5_acc: 0.6887, loss_cls: 2.5311, loss: 2.5311, grad_norm: 2.4973 2020-10-10 05:09:05,193 - mmaction - INFO - Epoch [212][580/1413] lr: 4.459e-02, eta: 17:29:16, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4404, top5_acc: 0.6750, loss_cls: 2.5861, loss: 2.5861, grad_norm: 2.4971 2020-10-10 05:09:24,530 - mmaction - INFO - Epoch [212][600/1413] lr: 4.459e-02, eta: 17:28:55, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4493, top5_acc: 0.6807, loss_cls: 2.5616, loss: 2.5616, grad_norm: 2.5356 2020-10-10 05:09:43,922 - mmaction - INFO - Epoch [212][620/1413] lr: 4.459e-02, eta: 17:28:34, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4499, top5_acc: 0.6831, loss_cls: 2.5220, loss: 2.5220, grad_norm: 2.4985 2020-10-10 05:10:03,324 - mmaction - INFO - Epoch [212][640/1413] lr: 4.459e-02, eta: 17:28:14, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4447, top5_acc: 0.6826, loss_cls: 2.5625, loss: 2.5625, grad_norm: 2.5484 2020-10-10 05:10:22,775 - mmaction - INFO - Epoch [212][660/1413] lr: 4.459e-02, eta: 17:27:53, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4480, top5_acc: 0.6793, loss_cls: 2.5600, loss: 2.5600, grad_norm: 2.5101 2020-10-10 05:10:42,171 - mmaction - INFO - Epoch [212][680/1413] lr: 4.459e-02, eta: 17:27:33, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4505, top5_acc: 0.6845, loss_cls: 2.5398, loss: 2.5398, grad_norm: 2.5237 2020-10-10 05:11:01,586 - mmaction - INFO - Epoch [212][700/1413] lr: 4.459e-02, eta: 17:27:12, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4508, top5_acc: 0.6836, loss_cls: 2.5578, loss: 2.5578, grad_norm: 2.5311 2020-10-10 05:11:20,952 - mmaction - INFO - Epoch [212][720/1413] lr: 4.459e-02, eta: 17:26:51, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4514, top5_acc: 0.6918, loss_cls: 2.5336, loss: 2.5336, grad_norm: 2.5238 2020-10-10 05:11:40,399 - mmaction - INFO - Epoch [212][740/1413] lr: 4.459e-02, eta: 17:26:31, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4380, top5_acc: 0.6711, loss_cls: 2.6145, loss: 2.6145, grad_norm: 2.5528 2020-10-10 05:11:59,729 - mmaction - INFO - Epoch [212][760/1413] lr: 4.459e-02, eta: 17:26:10, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4504, top5_acc: 0.6858, loss_cls: 2.5432, loss: 2.5432, grad_norm: 2.5356 2020-10-10 05:12:19,133 - mmaction - INFO - Epoch [212][780/1413] lr: 4.459e-02, eta: 17:25:50, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4467, top5_acc: 0.6878, loss_cls: 2.5361, loss: 2.5361, grad_norm: 2.5561 2020-10-10 05:12:38,475 - mmaction - INFO - Epoch [212][800/1413] lr: 4.459e-02, eta: 17:25:29, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4569, top5_acc: 0.6922, loss_cls: 2.5071, loss: 2.5071, grad_norm: 2.5303 2020-10-10 05:12:57,900 - mmaction - INFO - Epoch [212][820/1413] lr: 4.459e-02, eta: 17:25:09, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4509, top5_acc: 0.6870, loss_cls: 2.5277, loss: 2.5277, grad_norm: 2.5258 2020-10-10 05:13:17,256 - mmaction - INFO - Epoch [212][840/1413] lr: 4.459e-02, eta: 17:24:48, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4512, top5_acc: 0.6888, loss_cls: 2.5347, loss: 2.5347, grad_norm: 2.5250 2020-10-10 05:13:36,579 - mmaction - INFO - Epoch [212][860/1413] lr: 4.459e-02, eta: 17:24:27, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4493, top5_acc: 0.6802, loss_cls: 2.5414, loss: 2.5414, grad_norm: 2.5457 2020-10-10 05:13:55,922 - mmaction - INFO - Epoch [212][880/1413] lr: 4.459e-02, eta: 17:24:07, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4487, top5_acc: 0.6789, loss_cls: 2.5508, loss: 2.5508, grad_norm: 2.5190 2020-10-10 05:14:15,323 - mmaction - INFO - Epoch [212][900/1413] lr: 4.459e-02, eta: 17:23:46, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4436, top5_acc: 0.6792, loss_cls: 2.5714, loss: 2.5714, grad_norm: 2.5383 2020-10-10 05:14:34,692 - mmaction - INFO - Epoch [212][920/1413] lr: 4.459e-02, eta: 17:23:25, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4492, top5_acc: 0.6789, loss_cls: 2.5637, loss: 2.5637, grad_norm: 2.5204 2020-10-10 05:14:54,084 - mmaction - INFO - Epoch [212][940/1413] lr: 4.459e-02, eta: 17:23:05, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4382, top5_acc: 0.6831, loss_cls: 2.5734, loss: 2.5734, grad_norm: 2.5289 2020-10-10 05:15:13,489 - mmaction - INFO - Epoch [212][960/1413] lr: 4.459e-02, eta: 17:22:44, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4500, top5_acc: 0.6842, loss_cls: 2.5223, loss: 2.5223, grad_norm: 2.5219 2020-10-10 05:15:32,856 - mmaction - INFO - Epoch [212][980/1413] lr: 4.459e-02, eta: 17:22:24, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4434, top5_acc: 0.6801, loss_cls: 2.5733, loss: 2.5733, grad_norm: 2.5353 2020-10-10 05:15:52,184 - mmaction - INFO - Epoch [212][1000/1413] lr: 4.459e-02, eta: 17:22:03, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.4366, top5_acc: 0.6824, loss_cls: 2.5616, loss: 2.5616, grad_norm: 2.5486 2020-10-10 05:16:11,629 - mmaction - INFO - Epoch [212][1020/1413] lr: 4.459e-02, eta: 17:21:43, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4475, top5_acc: 0.6799, loss_cls: 2.5497, loss: 2.5497, grad_norm: 2.5545 2020-10-10 05:16:30,992 - mmaction - INFO - Epoch [212][1040/1413] lr: 4.459e-02, eta: 17:21:22, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4388, top5_acc: 0.6702, loss_cls: 2.6267, loss: 2.6267, grad_norm: 2.5540 2020-10-10 05:16:50,411 - mmaction - INFO - Epoch [212][1060/1413] lr: 4.459e-02, eta: 17:21:01, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4337, top5_acc: 0.6770, loss_cls: 2.5925, loss: 2.5925, grad_norm: 2.5314 2020-10-10 05:17:09,828 - mmaction - INFO - Epoch [212][1080/1413] lr: 4.459e-02, eta: 17:20:41, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4500, top5_acc: 0.6806, loss_cls: 2.5688, loss: 2.5688, grad_norm: 2.5381 2020-10-10 05:17:29,238 - mmaction - INFO - Epoch [212][1100/1413] lr: 4.459e-02, eta: 17:20:20, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4392, top5_acc: 0.6703, loss_cls: 2.5849, loss: 2.5849, grad_norm: 2.5126 2020-10-10 05:17:48,582 - mmaction - INFO - Epoch [212][1120/1413] lr: 4.459e-02, eta: 17:20:00, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4379, top5_acc: 0.6797, loss_cls: 2.6018, loss: 2.6018, grad_norm: 2.6046 2020-10-10 05:18:07,993 - mmaction - INFO - Epoch [212][1140/1413] lr: 4.459e-02, eta: 17:19:39, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4497, top5_acc: 0.6768, loss_cls: 2.5454, loss: 2.5454, grad_norm: 2.5010 2020-10-10 05:18:27,408 - mmaction - INFO - Epoch [212][1160/1413] lr: 4.459e-02, eta: 17:19:19, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4503, top5_acc: 0.6819, loss_cls: 2.5481, loss: 2.5481, grad_norm: 2.5024 2020-10-10 05:18:46,795 - mmaction - INFO - Epoch [212][1180/1413] lr: 4.459e-02, eta: 17:18:58, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4372, top5_acc: 0.6738, loss_cls: 2.5983, loss: 2.5983, grad_norm: 2.5337 2020-10-10 05:19:06,133 - mmaction - INFO - Epoch [212][1200/1413] lr: 4.459e-02, eta: 17:18:37, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4457, top5_acc: 0.6833, loss_cls: 2.5647, loss: 2.5647, grad_norm: 2.5073 2020-10-10 05:19:25,511 - mmaction - INFO - Epoch [212][1220/1413] lr: 4.459e-02, eta: 17:18:17, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4522, top5_acc: 0.6940, loss_cls: 2.5072, loss: 2.5072, grad_norm: 2.5409 2020-10-10 05:19:44,913 - mmaction - INFO - Epoch [212][1240/1413] lr: 4.459e-02, eta: 17:17:56, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4536, top5_acc: 0.6814, loss_cls: 2.5449, loss: 2.5449, grad_norm: 2.4903 2020-10-10 05:20:04,280 - mmaction - INFO - Epoch [212][1260/1413] lr: 4.459e-02, eta: 17:17:36, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4367, top5_acc: 0.6788, loss_cls: 2.5853, loss: 2.5853, grad_norm: 2.5743 2020-10-10 05:20:23,659 - mmaction - INFO - Epoch [212][1280/1413] lr: 4.459e-02, eta: 17:17:15, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4375, top5_acc: 0.6677, loss_cls: 2.6262, loss: 2.6262, grad_norm: 2.5264 2020-10-10 05:20:43,053 - mmaction - INFO - Epoch [212][1300/1413] lr: 4.459e-02, eta: 17:16:54, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4418, top5_acc: 0.6845, loss_cls: 2.5637, loss: 2.5637, grad_norm: 2.4988 2020-10-10 05:21:02,481 - mmaction - INFO - Epoch [212][1320/1413] lr: 4.459e-02, eta: 17:16:34, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4434, top5_acc: 0.6727, loss_cls: 2.5856, loss: 2.5856, grad_norm: 2.5400 2020-10-10 05:21:21,856 - mmaction - INFO - Epoch [212][1340/1413] lr: 4.459e-02, eta: 17:16:13, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4438, top5_acc: 0.6816, loss_cls: 2.5770, loss: 2.5770, grad_norm: 2.4862 2020-10-10 05:21:41,185 - mmaction - INFO - Epoch [212][1360/1413] lr: 4.459e-02, eta: 17:15:53, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.4539, top5_acc: 0.6895, loss_cls: 2.5110, loss: 2.5110, grad_norm: 2.5188 2020-10-10 05:22:00,561 - mmaction - INFO - Epoch [212][1380/1413] lr: 4.459e-02, eta: 17:15:32, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4447, top5_acc: 0.6832, loss_cls: 2.5666, loss: 2.5666, grad_norm: 2.5275 2020-10-10 05:22:20,024 - mmaction - INFO - Epoch [212][1400/1413] lr: 4.459e-02, eta: 17:15:12, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4451, top5_acc: 0.6815, loss_cls: 2.5764, loss: 2.5764, grad_norm: 2.5237 2020-10-10 05:23:29,114 - mmaction - INFO - Epoch [213][20/1413] lr: 4.268e-02, eta: 17:15:00, time: 2.736, data_time: 1.669, memory: 8482, top1_acc: 0.4503, top5_acc: 0.6930, loss_cls: 2.4995, loss: 2.4995, grad_norm: 2.5405 2020-10-10 05:23:48,432 - mmaction - INFO - Epoch [213][40/1413] lr: 4.268e-02, eta: 17:14:40, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4565, top5_acc: 0.6913, loss_cls: 2.5084, loss: 2.5084, grad_norm: 2.5302 2020-10-10 05:24:07,735 - mmaction - INFO - Epoch [213][60/1413] lr: 4.268e-02, eta: 17:14:19, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.4363, top5_acc: 0.6801, loss_cls: 2.5632, loss: 2.5632, grad_norm: 2.5683 2020-10-10 05:24:27,108 - mmaction - INFO - Epoch [213][80/1413] lr: 4.268e-02, eta: 17:13:59, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4382, top5_acc: 0.6723, loss_cls: 2.5895, loss: 2.5895, grad_norm: 2.5780 2020-10-10 05:24:46,511 - mmaction - INFO - Epoch [213][100/1413] lr: 4.268e-02, eta: 17:13:38, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4488, top5_acc: 0.6863, loss_cls: 2.5093, loss: 2.5093, grad_norm: 2.5213 2020-10-10 05:25:05,906 - mmaction - INFO - Epoch [213][120/1413] lr: 4.268e-02, eta: 17:13:17, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4578, top5_acc: 0.6965, loss_cls: 2.4740, loss: 2.4740, grad_norm: 2.5176 2020-10-10 05:25:25,254 - mmaction - INFO - Epoch [213][140/1413] lr: 4.268e-02, eta: 17:12:57, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4592, top5_acc: 0.6889, loss_cls: 2.5089, loss: 2.5089, grad_norm: 2.5391 2020-10-10 05:25:44,694 - mmaction - INFO - Epoch [213][160/1413] lr: 4.268e-02, eta: 17:12:36, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4445, top5_acc: 0.6792, loss_cls: 2.5382, loss: 2.5382, grad_norm: 2.5434 2020-10-10 05:26:04,147 - mmaction - INFO - Epoch [213][180/1413] lr: 4.268e-02, eta: 17:12:16, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4499, top5_acc: 0.6842, loss_cls: 2.5444, loss: 2.5444, grad_norm: 2.4904 2020-10-10 05:26:23,567 - mmaction - INFO - Epoch [213][200/1413] lr: 4.268e-02, eta: 17:11:55, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4466, top5_acc: 0.6819, loss_cls: 2.5734, loss: 2.5734, grad_norm: 2.5735 2020-10-10 05:26:42,942 - mmaction - INFO - Epoch [213][220/1413] lr: 4.268e-02, eta: 17:11:35, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4525, top5_acc: 0.6850, loss_cls: 2.5370, loss: 2.5370, grad_norm: 2.5373 2020-10-10 05:27:02,307 - mmaction - INFO - Epoch [213][240/1413] lr: 4.268e-02, eta: 17:11:14, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4501, top5_acc: 0.6859, loss_cls: 2.5142, loss: 2.5142, grad_norm: 2.5264 2020-10-10 05:27:21,675 - mmaction - INFO - Epoch [213][260/1413] lr: 4.268e-02, eta: 17:10:53, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4513, top5_acc: 0.6879, loss_cls: 2.5096, loss: 2.5096, grad_norm: 2.5078 2020-10-10 05:27:41,106 - mmaction - INFO - Epoch [213][280/1413] lr: 4.268e-02, eta: 17:10:33, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4512, top5_acc: 0.6750, loss_cls: 2.5488, loss: 2.5488, grad_norm: 2.5627 2020-10-10 05:28:00,496 - mmaction - INFO - Epoch [213][300/1413] lr: 4.268e-02, eta: 17:10:12, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4465, top5_acc: 0.6820, loss_cls: 2.5584, loss: 2.5584, grad_norm: 2.5571 2020-10-10 05:28:19,922 - mmaction - INFO - Epoch [213][320/1413] lr: 4.268e-02, eta: 17:09:52, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4522, top5_acc: 0.6823, loss_cls: 2.5545, loss: 2.5545, grad_norm: 2.5258 2020-10-10 05:28:39,397 - mmaction - INFO - Epoch [213][340/1413] lr: 4.268e-02, eta: 17:09:31, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.4570, top5_acc: 0.6889, loss_cls: 2.5258, loss: 2.5258, grad_norm: 2.5139 2020-10-10 05:28:58,805 - mmaction - INFO - Epoch [213][360/1413] lr: 4.268e-02, eta: 17:09:11, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4551, top5_acc: 0.6887, loss_cls: 2.5120, loss: 2.5120, grad_norm: 2.5324 2020-10-10 05:29:18,162 - mmaction - INFO - Epoch [213][380/1413] lr: 4.268e-02, eta: 17:08:50, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4415, top5_acc: 0.6833, loss_cls: 2.5587, loss: 2.5587, grad_norm: 2.5705 2020-10-10 05:29:37,543 - mmaction - INFO - Epoch [213][400/1413] lr: 4.268e-02, eta: 17:08:30, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4462, top5_acc: 0.6839, loss_cls: 2.5485, loss: 2.5485, grad_norm: 2.4943 2020-10-10 05:29:56,990 - mmaction - INFO - Epoch [213][420/1413] lr: 4.268e-02, eta: 17:08:09, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4513, top5_acc: 0.6865, loss_cls: 2.5231, loss: 2.5231, grad_norm: 2.5308 2020-10-10 05:30:16,380 - mmaction - INFO - Epoch [213][440/1413] lr: 4.268e-02, eta: 17:07:49, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4475, top5_acc: 0.6874, loss_cls: 2.5396, loss: 2.5396, grad_norm: 2.5611 2020-10-10 05:30:35,755 - mmaction - INFO - Epoch [213][460/1413] lr: 4.268e-02, eta: 17:07:28, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4451, top5_acc: 0.6833, loss_cls: 2.5400, loss: 2.5400, grad_norm: 2.5504 2020-10-10 05:30:55,080 - mmaction - INFO - Epoch [213][480/1413] lr: 4.268e-02, eta: 17:07:07, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4444, top5_acc: 0.6751, loss_cls: 2.5552, loss: 2.5552, grad_norm: 2.5452 2020-10-10 05:31:14,473 - mmaction - INFO - Epoch [213][500/1413] lr: 4.268e-02, eta: 17:06:47, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4495, top5_acc: 0.6820, loss_cls: 2.5350, loss: 2.5350, grad_norm: 2.5426 2020-10-10 05:31:33,855 - mmaction - INFO - Epoch [213][520/1413] lr: 4.268e-02, eta: 17:06:26, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4509, top5_acc: 0.6853, loss_cls: 2.5273, loss: 2.5273, grad_norm: 2.5397 2020-10-10 05:31:53,263 - mmaction - INFO - Epoch [213][540/1413] lr: 4.268e-02, eta: 17:06:06, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4540, top5_acc: 0.6853, loss_cls: 2.5501, loss: 2.5501, grad_norm: 2.5450 2020-10-10 05:32:12,657 - mmaction - INFO - Epoch [213][560/1413] lr: 4.268e-02, eta: 17:05:45, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4527, top5_acc: 0.6872, loss_cls: 2.5262, loss: 2.5262, grad_norm: 2.5071 2020-10-10 05:32:32,050 - mmaction - INFO - Epoch [213][580/1413] lr: 4.268e-02, eta: 17:05:25, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4495, top5_acc: 0.6891, loss_cls: 2.5287, loss: 2.5287, grad_norm: 2.5358 2020-10-10 05:32:51,414 - mmaction - INFO - Epoch [213][600/1413] lr: 4.268e-02, eta: 17:05:04, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4555, top5_acc: 0.6815, loss_cls: 2.5306, loss: 2.5306, grad_norm: 2.5575 2020-10-10 05:33:10,770 - mmaction - INFO - Epoch [213][620/1413] lr: 4.268e-02, eta: 17:04:43, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4374, top5_acc: 0.6730, loss_cls: 2.6278, loss: 2.6278, grad_norm: 2.6123 2020-10-10 05:33:30,148 - mmaction - INFO - Epoch [213][640/1413] lr: 4.268e-02, eta: 17:04:23, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4509, top5_acc: 0.6930, loss_cls: 2.5138, loss: 2.5138, grad_norm: 2.5096 2020-10-10 05:33:49,535 - mmaction - INFO - Epoch [213][660/1413] lr: 4.268e-02, eta: 17:04:02, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4525, top5_acc: 0.6900, loss_cls: 2.5116, loss: 2.5116, grad_norm: 2.5226 2020-10-10 05:34:08,911 - mmaction - INFO - Epoch [213][680/1413] lr: 4.268e-02, eta: 17:03:42, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4371, top5_acc: 0.6809, loss_cls: 2.5766, loss: 2.5766, grad_norm: 2.5790 2020-10-10 05:34:28,335 - mmaction - INFO - Epoch [213][700/1413] lr: 4.268e-02, eta: 17:03:21, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4495, top5_acc: 0.6755, loss_cls: 2.5356, loss: 2.5356, grad_norm: 2.5125 2020-10-10 05:34:47,723 - mmaction - INFO - Epoch [213][720/1413] lr: 4.268e-02, eta: 17:03:01, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4514, top5_acc: 0.6822, loss_cls: 2.5573, loss: 2.5573, grad_norm: 2.5529 2020-10-10 05:35:07,118 - mmaction - INFO - Epoch [213][740/1413] lr: 4.268e-02, eta: 17:02:40, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4482, top5_acc: 0.6871, loss_cls: 2.5456, loss: 2.5456, grad_norm: 2.5433 2020-10-10 05:35:26,569 - mmaction - INFO - Epoch [213][760/1413] lr: 4.268e-02, eta: 17:02:20, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4422, top5_acc: 0.6786, loss_cls: 2.5743, loss: 2.5743, grad_norm: 2.5629 2020-10-10 05:35:46,041 - mmaction - INFO - Epoch [213][780/1413] lr: 4.268e-02, eta: 17:01:59, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.4484, top5_acc: 0.6823, loss_cls: 2.5499, loss: 2.5499, grad_norm: 2.5589 2020-10-10 05:36:05,443 - mmaction - INFO - Epoch [213][800/1413] lr: 4.268e-02, eta: 17:01:39, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4510, top5_acc: 0.6901, loss_cls: 2.5103, loss: 2.5103, grad_norm: 2.5446 2020-10-10 05:36:24,815 - mmaction - INFO - Epoch [213][820/1413] lr: 4.268e-02, eta: 17:01:18, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4556, top5_acc: 0.6949, loss_cls: 2.4891, loss: 2.4891, grad_norm: 2.5761 2020-10-10 05:36:44,192 - mmaction - INFO - Epoch [213][840/1413] lr: 4.268e-02, eta: 17:00:58, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4431, top5_acc: 0.6820, loss_cls: 2.5462, loss: 2.5462, grad_norm: 2.5434 2020-10-10 05:37:03,599 - mmaction - INFO - Epoch [213][860/1413] lr: 4.268e-02, eta: 17:00:37, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4490, top5_acc: 0.6896, loss_cls: 2.5166, loss: 2.5166, grad_norm: 2.5618 2020-10-10 05:37:22,983 - mmaction - INFO - Epoch [213][880/1413] lr: 4.268e-02, eta: 17:00:16, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4583, top5_acc: 0.6863, loss_cls: 2.5293, loss: 2.5293, grad_norm: 2.5079 2020-10-10 05:37:42,358 - mmaction - INFO - Epoch [213][900/1413] lr: 4.268e-02, eta: 16:59:56, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4458, top5_acc: 0.6872, loss_cls: 2.5261, loss: 2.5261, grad_norm: 2.5623 2020-10-10 05:38:01,732 - mmaction - INFO - Epoch [213][920/1413] lr: 4.268e-02, eta: 16:59:35, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4461, top5_acc: 0.6777, loss_cls: 2.5541, loss: 2.5541, grad_norm: 2.5864 2020-10-10 05:38:21,077 - mmaction - INFO - Epoch [213][940/1413] lr: 4.268e-02, eta: 16:59:15, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4501, top5_acc: 0.6842, loss_cls: 2.5209, loss: 2.5209, grad_norm: 2.5477 2020-10-10 05:38:40,484 - mmaction - INFO - Epoch [213][960/1413] lr: 4.268e-02, eta: 16:58:54, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4518, top5_acc: 0.6885, loss_cls: 2.5136, loss: 2.5136, grad_norm: 2.5113 2020-10-10 05:38:59,937 - mmaction - INFO - Epoch [213][980/1413] lr: 4.268e-02, eta: 16:58:34, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.4477, top5_acc: 0.6796, loss_cls: 2.5532, loss: 2.5532, grad_norm: 2.5835 2020-10-10 05:39:19,313 - mmaction - INFO - Epoch [213][1000/1413] lr: 4.268e-02, eta: 16:58:13, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4549, top5_acc: 0.6807, loss_cls: 2.5662, loss: 2.5662, grad_norm: 2.5384 2020-10-10 05:39:38,662 - mmaction - INFO - Epoch [213][1020/1413] lr: 4.268e-02, eta: 16:57:53, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4503, top5_acc: 0.6896, loss_cls: 2.5336, loss: 2.5336, grad_norm: 2.5465 2020-10-10 05:39:58,020 - mmaction - INFO - Epoch [213][1040/1413] lr: 4.268e-02, eta: 16:57:32, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4522, top5_acc: 0.6841, loss_cls: 2.5430, loss: 2.5430, grad_norm: 2.5985 2020-10-10 05:40:17,416 - mmaction - INFO - Epoch [213][1060/1413] lr: 4.268e-02, eta: 16:57:11, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4475, top5_acc: 0.6832, loss_cls: 2.5311, loss: 2.5311, grad_norm: 2.5658 2020-10-10 05:40:36,848 - mmaction - INFO - Epoch [213][1080/1413] lr: 4.268e-02, eta: 16:56:51, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4523, top5_acc: 0.6867, loss_cls: 2.5286, loss: 2.5286, grad_norm: 2.5387 2020-10-10 05:40:56,261 - mmaction - INFO - Epoch [213][1100/1413] lr: 4.268e-02, eta: 16:56:30, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4592, top5_acc: 0.6921, loss_cls: 2.4846, loss: 2.4846, grad_norm: 2.5026 2020-10-10 05:41:15,695 - mmaction - INFO - Epoch [213][1120/1413] lr: 4.268e-02, eta: 16:56:10, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4475, top5_acc: 0.6902, loss_cls: 2.5351, loss: 2.5351, grad_norm: 2.6059 2020-10-10 05:41:35,171 - mmaction - INFO - Epoch [213][1140/1413] lr: 4.268e-02, eta: 16:55:50, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4368, top5_acc: 0.6772, loss_cls: 2.5990, loss: 2.5990, grad_norm: 2.6259 2020-10-10 05:41:54,576 - mmaction - INFO - Epoch [213][1160/1413] lr: 4.268e-02, eta: 16:55:29, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4436, top5_acc: 0.6831, loss_cls: 2.5610, loss: 2.5610, grad_norm: 2.5836 2020-10-10 05:42:13,990 - mmaction - INFO - Epoch [213][1180/1413] lr: 4.268e-02, eta: 16:55:08, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4507, top5_acc: 0.6785, loss_cls: 2.5629, loss: 2.5629, grad_norm: 2.5752 2020-10-10 05:42:33,405 - mmaction - INFO - Epoch [213][1200/1413] lr: 4.268e-02, eta: 16:54:48, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4487, top5_acc: 0.6848, loss_cls: 2.5348, loss: 2.5348, grad_norm: 2.5711 2020-10-10 05:42:52,826 - mmaction - INFO - Epoch [213][1220/1413] lr: 4.268e-02, eta: 16:54:27, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4572, top5_acc: 0.6839, loss_cls: 2.5348, loss: 2.5348, grad_norm: 2.5506 2020-10-10 05:43:12,180 - mmaction - INFO - Epoch [213][1240/1413] lr: 4.268e-02, eta: 16:54:07, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4456, top5_acc: 0.6767, loss_cls: 2.5711, loss: 2.5711, grad_norm: 2.5110 2020-10-10 05:43:31,631 - mmaction - INFO - Epoch [213][1260/1413] lr: 4.268e-02, eta: 16:53:46, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4538, top5_acc: 0.6826, loss_cls: 2.5292, loss: 2.5292, grad_norm: 2.5380 2020-10-10 05:43:51,024 - mmaction - INFO - Epoch [213][1280/1413] lr: 4.268e-02, eta: 16:53:26, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4449, top5_acc: 0.6853, loss_cls: 2.5293, loss: 2.5293, grad_norm: 2.5111 2020-10-10 05:44:10,416 - mmaction - INFO - Epoch [213][1300/1413] lr: 4.268e-02, eta: 16:53:05, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4562, top5_acc: 0.6810, loss_cls: 2.5101, loss: 2.5101, grad_norm: 2.5334 2020-10-10 05:44:29,828 - mmaction - INFO - Epoch [213][1320/1413] lr: 4.268e-02, eta: 16:52:45, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4477, top5_acc: 0.6820, loss_cls: 2.5552, loss: 2.5552, grad_norm: 2.5600 2020-10-10 05:44:49,228 - mmaction - INFO - Epoch [213][1340/1413] lr: 4.268e-02, eta: 16:52:24, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4543, top5_acc: 0.6857, loss_cls: 2.5291, loss: 2.5291, grad_norm: 2.5345 2020-10-10 05:45:08,593 - mmaction - INFO - Epoch [213][1360/1413] lr: 4.268e-02, eta: 16:52:04, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4478, top5_acc: 0.6796, loss_cls: 2.5446, loss: 2.5446, grad_norm: 2.5587 2020-10-10 05:45:27,976 - mmaction - INFO - Epoch [213][1380/1413] lr: 4.268e-02, eta: 16:51:43, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4508, top5_acc: 0.6833, loss_cls: 2.5328, loss: 2.5328, grad_norm: 2.5662 2020-10-10 05:45:47,367 - mmaction - INFO - Epoch [213][1400/1413] lr: 4.268e-02, eta: 16:51:23, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4553, top5_acc: 0.6796, loss_cls: 2.5444, loss: 2.5444, grad_norm: 2.5815 2020-10-10 05:46:51,416 - mmaction - INFO - Epoch [214][20/1413] lr: 4.081e-02, eta: 16:51:07, time: 2.557, data_time: 1.491, memory: 8482, top1_acc: 0.4565, top5_acc: 0.6876, loss_cls: 2.4997, loss: 2.4997, grad_norm: 2.5654 2020-10-10 05:47:10,716 - mmaction - INFO - Epoch [214][40/1413] lr: 4.081e-02, eta: 16:50:47, time: 0.965, data_time: 0.003, memory: 8482, top1_acc: 0.4557, top5_acc: 0.6922, loss_cls: 2.5178, loss: 2.5178, grad_norm: 2.5590 2020-10-10 05:47:30,137 - mmaction - INFO - Epoch [214][60/1413] lr: 4.081e-02, eta: 16:50:26, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4428, top5_acc: 0.6818, loss_cls: 2.5641, loss: 2.5641, grad_norm: 2.5790 2020-10-10 05:47:49,440 - mmaction - INFO - Epoch [214][80/1413] lr: 4.081e-02, eta: 16:50:05, time: 0.965, data_time: 0.001, memory: 8482, top1_acc: 0.4634, top5_acc: 0.6975, loss_cls: 2.4491, loss: 2.4491, grad_norm: 2.5269 2020-10-10 05:48:08,809 - mmaction - INFO - Epoch [214][100/1413] lr: 4.081e-02, eta: 16:49:45, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4564, top5_acc: 0.6987, loss_cls: 2.4676, loss: 2.4676, grad_norm: 2.5568 2020-10-10 05:48:28,204 - mmaction - INFO - Epoch [214][120/1413] lr: 4.081e-02, eta: 16:49:24, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4626, top5_acc: 0.7005, loss_cls: 2.4685, loss: 2.4685, grad_norm: 2.5832 2020-10-10 05:48:47,563 - mmaction - INFO - Epoch [214][140/1413] lr: 4.081e-02, eta: 16:49:04, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4643, top5_acc: 0.6914, loss_cls: 2.4887, loss: 2.4887, grad_norm: 2.5594 2020-10-10 05:49:06,958 - mmaction - INFO - Epoch [214][160/1413] lr: 4.081e-02, eta: 16:48:43, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4500, top5_acc: 0.6855, loss_cls: 2.5200, loss: 2.5200, grad_norm: 2.5716 2020-10-10 05:49:26,374 - mmaction - INFO - Epoch [214][180/1413] lr: 4.081e-02, eta: 16:48:23, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4574, top5_acc: 0.6852, loss_cls: 2.5238, loss: 2.5238, grad_norm: 2.5699 2020-10-10 05:49:45,732 - mmaction - INFO - Epoch [214][200/1413] lr: 4.081e-02, eta: 16:48:02, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4557, top5_acc: 0.6940, loss_cls: 2.4927, loss: 2.4927, grad_norm: 2.5377 2020-10-10 05:50:05,107 - mmaction - INFO - Epoch [214][220/1413] lr: 4.081e-02, eta: 16:47:42, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4543, top5_acc: 0.6768, loss_cls: 2.5253, loss: 2.5253, grad_norm: 2.5714 2020-10-10 05:50:24,480 - mmaction - INFO - Epoch [214][240/1413] lr: 4.081e-02, eta: 16:47:21, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4552, top5_acc: 0.6951, loss_cls: 2.5023, loss: 2.5023, grad_norm: 2.6044 2020-10-10 05:50:43,882 - mmaction - INFO - Epoch [214][260/1413] lr: 4.081e-02, eta: 16:47:01, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4499, top5_acc: 0.6891, loss_cls: 2.5152, loss: 2.5152, grad_norm: 2.6063 2020-10-10 05:51:03,305 - mmaction - INFO - Epoch [214][280/1413] lr: 4.081e-02, eta: 16:46:40, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4562, top5_acc: 0.6934, loss_cls: 2.4916, loss: 2.4916, grad_norm: 2.5843 2020-10-10 05:51:22,684 - mmaction - INFO - Epoch [214][300/1413] lr: 4.081e-02, eta: 16:46:20, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4525, top5_acc: 0.6842, loss_cls: 2.5130, loss: 2.5130, grad_norm: 2.6054 2020-10-10 05:51:42,136 - mmaction - INFO - Epoch [214][320/1413] lr: 4.081e-02, eta: 16:45:59, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4564, top5_acc: 0.6880, loss_cls: 2.5157, loss: 2.5157, grad_norm: 2.5846 2020-10-10 05:52:01,492 - mmaction - INFO - Epoch [214][340/1413] lr: 4.081e-02, eta: 16:45:39, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4587, top5_acc: 0.6939, loss_cls: 2.4885, loss: 2.4885, grad_norm: 2.5965 2020-10-10 05:52:20,879 - mmaction - INFO - Epoch [214][360/1413] lr: 4.081e-02, eta: 16:45:18, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4460, top5_acc: 0.6768, loss_cls: 2.5746, loss: 2.5746, grad_norm: 2.5663 2020-10-10 05:52:40,298 - mmaction - INFO - Epoch [214][380/1413] lr: 4.081e-02, eta: 16:44:57, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4516, top5_acc: 0.6827, loss_cls: 2.5324, loss: 2.5324, grad_norm: 2.5971 2020-10-10 05:52:59,685 - mmaction - INFO - Epoch [214][400/1413] lr: 4.081e-02, eta: 16:44:37, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4440, top5_acc: 0.6849, loss_cls: 2.5622, loss: 2.5622, grad_norm: 2.6136 2020-10-10 05:53:19,102 - mmaction - INFO - Epoch [214][420/1413] lr: 4.081e-02, eta: 16:44:16, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4531, top5_acc: 0.6880, loss_cls: 2.5088, loss: 2.5088, grad_norm: 2.5591 2020-10-10 05:53:38,507 - mmaction - INFO - Epoch [214][440/1413] lr: 4.081e-02, eta: 16:43:56, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4409, top5_acc: 0.6790, loss_cls: 2.5654, loss: 2.5654, grad_norm: 2.6187 2020-10-10 05:53:57,906 - mmaction - INFO - Epoch [214][460/1413] lr: 4.081e-02, eta: 16:43:35, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4577, top5_acc: 0.6878, loss_cls: 2.4928, loss: 2.4928, grad_norm: 2.5917 2020-10-10 05:54:17,287 - mmaction - INFO - Epoch [214][480/1413] lr: 4.081e-02, eta: 16:43:15, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4622, top5_acc: 0.6940, loss_cls: 2.4799, loss: 2.4799, grad_norm: 2.5603 2020-10-10 05:54:36,717 - mmaction - INFO - Epoch [214][500/1413] lr: 4.081e-02, eta: 16:42:54, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4570, top5_acc: 0.6897, loss_cls: 2.4917, loss: 2.4917, grad_norm: 2.5800 2020-10-10 05:54:56,085 - mmaction - INFO - Epoch [214][520/1413] lr: 4.081e-02, eta: 16:42:34, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4495, top5_acc: 0.6771, loss_cls: 2.5463, loss: 2.5463, grad_norm: 2.6051 2020-10-10 05:55:15,485 - mmaction - INFO - Epoch [214][540/1413] lr: 4.081e-02, eta: 16:42:13, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4568, top5_acc: 0.6880, loss_cls: 2.5181, loss: 2.5181, grad_norm: 2.6062 2020-10-10 05:55:34,824 - mmaction - INFO - Epoch [214][560/1413] lr: 4.081e-02, eta: 16:41:53, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4500, top5_acc: 0.6895, loss_cls: 2.5198, loss: 2.5198, grad_norm: 2.5562 2020-10-10 05:55:54,259 - mmaction - INFO - Epoch [214][580/1413] lr: 4.081e-02, eta: 16:41:32, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4577, top5_acc: 0.6900, loss_cls: 2.5025, loss: 2.5025, grad_norm: 2.6020 2020-10-10 05:56:13,646 - mmaction - INFO - Epoch [214][600/1413] lr: 4.081e-02, eta: 16:41:12, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4478, top5_acc: 0.6814, loss_cls: 2.5629, loss: 2.5629, grad_norm: 2.6074 2020-10-10 05:56:33,044 - mmaction - INFO - Epoch [214][620/1413] lr: 4.081e-02, eta: 16:40:51, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4583, top5_acc: 0.6980, loss_cls: 2.4868, loss: 2.4868, grad_norm: 2.5832 2020-10-10 05:56:52,440 - mmaction - INFO - Epoch [214][640/1413] lr: 4.081e-02, eta: 16:40:31, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4530, top5_acc: 0.6918, loss_cls: 2.5071, loss: 2.5071, grad_norm: 2.5517 2020-10-10 05:57:11,820 - mmaction - INFO - Epoch [214][660/1413] lr: 4.081e-02, eta: 16:40:10, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4548, top5_acc: 0.6815, loss_cls: 2.5232, loss: 2.5232, grad_norm: 2.5996 2020-10-10 05:57:31,259 - mmaction - INFO - Epoch [214][680/1413] lr: 4.081e-02, eta: 16:39:50, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4529, top5_acc: 0.6868, loss_cls: 2.5276, loss: 2.5276, grad_norm: 2.5820 2020-10-10 05:57:50,601 - mmaction - INFO - Epoch [214][700/1413] lr: 4.081e-02, eta: 16:39:29, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4570, top5_acc: 0.6908, loss_cls: 2.5054, loss: 2.5054, grad_norm: 2.5940 2020-10-10 05:58:10,018 - mmaction - INFO - Epoch [214][720/1413] lr: 4.081e-02, eta: 16:39:09, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4466, top5_acc: 0.6807, loss_cls: 2.5597, loss: 2.5597, grad_norm: 2.5971 2020-10-10 05:58:29,359 - mmaction - INFO - Epoch [214][740/1413] lr: 4.081e-02, eta: 16:38:48, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.4611, top5_acc: 0.6840, loss_cls: 2.5270, loss: 2.5270, grad_norm: 2.5372 2020-10-10 05:58:48,738 - mmaction - INFO - Epoch [214][760/1413] lr: 4.081e-02, eta: 16:38:28, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4572, top5_acc: 0.6956, loss_cls: 2.4723, loss: 2.4723, grad_norm: 2.5679 2020-10-10 05:59:08,130 - mmaction - INFO - Epoch [214][780/1413] lr: 4.081e-02, eta: 16:38:07, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4526, top5_acc: 0.6840, loss_cls: 2.5323, loss: 2.5323, grad_norm: 2.5854 2020-10-10 05:59:27,487 - mmaction - INFO - Epoch [214][800/1413] lr: 4.081e-02, eta: 16:37:47, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4479, top5_acc: 0.6861, loss_cls: 2.5573, loss: 2.5573, grad_norm: 2.6022 2020-10-10 05:59:46,882 - mmaction - INFO - Epoch [214][820/1413] lr: 4.081e-02, eta: 16:37:26, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4415, top5_acc: 0.6820, loss_cls: 2.5544, loss: 2.5544, grad_norm: 2.5952 2020-10-10 06:00:07,569 - mmaction - INFO - Epoch [214][840/1413] lr: 4.081e-02, eta: 16:37:07, time: 1.035, data_time: 0.003, memory: 8482, top1_acc: 0.4503, top5_acc: 0.6811, loss_cls: 2.5386, loss: 2.5386, grad_norm: 2.5865 2020-10-10 06:00:26,933 - mmaction - INFO - Epoch [214][860/1413] lr: 4.081e-02, eta: 16:36:46, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4501, top5_acc: 0.6893, loss_cls: 2.5314, loss: 2.5314, grad_norm: 2.5829 2020-10-10 06:00:46,304 - mmaction - INFO - Epoch [214][880/1413] lr: 4.081e-02, eta: 16:36:26, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4547, top5_acc: 0.6936, loss_cls: 2.5174, loss: 2.5174, grad_norm: 2.5631 2020-10-10 06:01:05,656 - mmaction - INFO - Epoch [214][900/1413] lr: 4.081e-02, eta: 16:36:05, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4415, top5_acc: 0.6802, loss_cls: 2.5563, loss: 2.5563, grad_norm: 2.6066 2020-10-10 06:01:24,982 - mmaction - INFO - Epoch [214][920/1413] lr: 4.081e-02, eta: 16:35:45, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4531, top5_acc: 0.6844, loss_cls: 2.5506, loss: 2.5506, grad_norm: 2.6001 2020-10-10 06:01:44,407 - mmaction - INFO - Epoch [214][940/1413] lr: 4.081e-02, eta: 16:35:24, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4543, top5_acc: 0.6815, loss_cls: 2.5167, loss: 2.5167, grad_norm: 2.5943 2020-10-10 06:02:03,776 - mmaction - INFO - Epoch [214][960/1413] lr: 4.081e-02, eta: 16:35:04, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4533, top5_acc: 0.6816, loss_cls: 2.5327, loss: 2.5327, grad_norm: 2.5869 2020-10-10 06:02:23,110 - mmaction - INFO - Epoch [214][980/1413] lr: 4.081e-02, eta: 16:34:43, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4508, top5_acc: 0.6844, loss_cls: 2.5083, loss: 2.5083, grad_norm: 2.6101 2020-10-10 06:02:42,565 - mmaction - INFO - Epoch [214][1000/1413] lr: 4.081e-02, eta: 16:34:23, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4464, top5_acc: 0.6898, loss_cls: 2.5336, loss: 2.5336, grad_norm: 2.6190 2020-10-10 06:03:01,969 - mmaction - INFO - Epoch [214][1020/1413] lr: 4.081e-02, eta: 16:34:02, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4492, top5_acc: 0.6798, loss_cls: 2.5628, loss: 2.5628, grad_norm: 2.5728 2020-10-10 06:03:21,401 - mmaction - INFO - Epoch [214][1040/1413] lr: 4.081e-02, eta: 16:33:42, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4510, top5_acc: 0.6874, loss_cls: 2.5327, loss: 2.5327, grad_norm: 2.5900 2020-10-10 06:03:40,829 - mmaction - INFO - Epoch [214][1060/1413] lr: 4.081e-02, eta: 16:33:21, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4518, top5_acc: 0.6848, loss_cls: 2.5244, loss: 2.5244, grad_norm: 2.5738 2020-10-10 06:04:00,189 - mmaction - INFO - Epoch [214][1080/1413] lr: 4.081e-02, eta: 16:33:01, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4534, top5_acc: 0.6922, loss_cls: 2.5038, loss: 2.5038, grad_norm: 2.5821 2020-10-10 06:04:19,621 - mmaction - INFO - Epoch [214][1100/1413] lr: 4.081e-02, eta: 16:32:40, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4530, top5_acc: 0.6883, loss_cls: 2.5166, loss: 2.5166, grad_norm: 2.5962 2020-10-10 06:04:39,041 - mmaction - INFO - Epoch [214][1120/1413] lr: 4.081e-02, eta: 16:32:20, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4490, top5_acc: 0.6866, loss_cls: 2.5377, loss: 2.5377, grad_norm: 2.6013 2020-10-10 06:04:58,361 - mmaction - INFO - Epoch [214][1140/1413] lr: 4.081e-02, eta: 16:31:59, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4568, top5_acc: 0.6868, loss_cls: 2.5146, loss: 2.5146, grad_norm: 2.5637 2020-10-10 06:05:17,756 - mmaction - INFO - Epoch [214][1160/1413] lr: 4.081e-02, eta: 16:31:39, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4521, top5_acc: 0.6810, loss_cls: 2.5306, loss: 2.5306, grad_norm: 2.5584 2020-10-10 06:05:37,149 - mmaction - INFO - Epoch [214][1180/1413] lr: 4.081e-02, eta: 16:31:18, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4507, top5_acc: 0.6888, loss_cls: 2.5184, loss: 2.5184, grad_norm: 2.6205 2020-10-10 06:05:56,528 - mmaction - INFO - Epoch [214][1200/1413] lr: 4.081e-02, eta: 16:30:58, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4500, top5_acc: 0.6841, loss_cls: 2.5284, loss: 2.5284, grad_norm: 2.6118 2020-10-10 06:06:15,910 - mmaction - INFO - Epoch [214][1220/1413] lr: 4.081e-02, eta: 16:30:37, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4493, top5_acc: 0.6871, loss_cls: 2.5246, loss: 2.5246, grad_norm: 2.6051 2020-10-10 06:06:35,282 - mmaction - INFO - Epoch [214][1240/1413] lr: 4.081e-02, eta: 16:30:17, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4540, top5_acc: 0.6917, loss_cls: 2.5066, loss: 2.5066, grad_norm: 2.5930 2020-10-10 06:06:54,716 - mmaction - INFO - Epoch [214][1260/1413] lr: 4.081e-02, eta: 16:29:56, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4513, top5_acc: 0.6805, loss_cls: 2.5757, loss: 2.5757, grad_norm: 2.6165 2020-10-10 06:07:14,090 - mmaction - INFO - Epoch [214][1280/1413] lr: 4.081e-02, eta: 16:29:36, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4405, top5_acc: 0.6823, loss_cls: 2.5888, loss: 2.5888, grad_norm: 2.6701 2020-10-10 06:07:33,464 - mmaction - INFO - Epoch [214][1300/1413] lr: 4.081e-02, eta: 16:29:15, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4522, top5_acc: 0.6857, loss_cls: 2.5332, loss: 2.5332, grad_norm: 2.6018 2020-10-10 06:07:52,819 - mmaction - INFO - Epoch [214][1320/1413] lr: 4.081e-02, eta: 16:28:55, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4557, top5_acc: 0.6870, loss_cls: 2.5175, loss: 2.5175, grad_norm: 2.5924 2020-10-10 06:08:12,202 - mmaction - INFO - Epoch [214][1340/1413] lr: 4.081e-02, eta: 16:28:34, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4509, top5_acc: 0.6767, loss_cls: 2.5501, loss: 2.5501, grad_norm: 2.6111 2020-10-10 06:08:31,570 - mmaction - INFO - Epoch [214][1360/1413] lr: 4.081e-02, eta: 16:28:14, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4419, top5_acc: 0.6835, loss_cls: 2.5368, loss: 2.5368, grad_norm: 2.6047 2020-10-10 06:08:50,913 - mmaction - INFO - Epoch [214][1380/1413] lr: 4.081e-02, eta: 16:27:53, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4564, top5_acc: 0.6969, loss_cls: 2.4900, loss: 2.4900, grad_norm: 2.5857 2020-10-10 06:09:10,318 - mmaction - INFO - Epoch [214][1400/1413] lr: 4.081e-02, eta: 16:27:33, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4582, top5_acc: 0.7005, loss_cls: 2.4677, loss: 2.4677, grad_norm: 2.5947 2020-10-10 06:10:18,111 - mmaction - INFO - Epoch [215][20/1413] lr: 3.897e-02, eta: 16:27:19, time: 2.674, data_time: 1.627, memory: 8482, top1_acc: 0.4553, top5_acc: 0.6854, loss_cls: 2.5232, loss: 2.5232, grad_norm: 2.5546 2020-10-10 06:10:37,454 - mmaction - INFO - Epoch [215][40/1413] lr: 3.897e-02, eta: 16:26:58, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4561, top5_acc: 0.6969, loss_cls: 2.4814, loss: 2.4814, grad_norm: 2.5950 2020-10-10 06:10:56,760 - mmaction - INFO - Epoch [215][60/1413] lr: 3.897e-02, eta: 16:26:37, time: 0.964, data_time: 0.002, memory: 8482, top1_acc: 0.4712, top5_acc: 0.6945, loss_cls: 2.4623, loss: 2.4623, grad_norm: 2.5764 2020-10-10 06:11:16,101 - mmaction - INFO - Epoch [215][80/1413] lr: 3.897e-02, eta: 16:26:17, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4635, top5_acc: 0.6934, loss_cls: 2.4813, loss: 2.4813, grad_norm: 2.5990 2020-10-10 06:11:35,420 - mmaction - INFO - Epoch [215][100/1413] lr: 3.897e-02, eta: 16:25:56, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4486, top5_acc: 0.6938, loss_cls: 2.5129, loss: 2.5129, grad_norm: 2.6248 2020-10-10 06:11:54,860 - mmaction - INFO - Epoch [215][120/1413] lr: 3.897e-02, eta: 16:25:36, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4523, top5_acc: 0.6850, loss_cls: 2.5222, loss: 2.5222, grad_norm: 2.6336 2020-10-10 06:12:14,273 - mmaction - INFO - Epoch [215][140/1413] lr: 3.897e-02, eta: 16:25:15, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4687, top5_acc: 0.7027, loss_cls: 2.4364, loss: 2.4364, grad_norm: 2.6045 2020-10-10 06:12:33,687 - mmaction - INFO - Epoch [215][160/1413] lr: 3.897e-02, eta: 16:24:55, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4650, top5_acc: 0.6970, loss_cls: 2.4574, loss: 2.4574, grad_norm: 2.5953 2020-10-10 06:12:53,078 - mmaction - INFO - Epoch [215][180/1413] lr: 3.897e-02, eta: 16:24:34, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4577, top5_acc: 0.6893, loss_cls: 2.4988, loss: 2.4988, grad_norm: 2.5917 2020-10-10 06:13:12,462 - mmaction - INFO - Epoch [215][200/1413] lr: 3.897e-02, eta: 16:24:14, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4514, top5_acc: 0.6872, loss_cls: 2.5249, loss: 2.5249, grad_norm: 2.5969 2020-10-10 06:13:31,816 - mmaction - INFO - Epoch [215][220/1413] lr: 3.897e-02, eta: 16:23:53, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4598, top5_acc: 0.6954, loss_cls: 2.4571, loss: 2.4571, grad_norm: 2.5907 2020-10-10 06:13:51,200 - mmaction - INFO - Epoch [215][240/1413] lr: 3.897e-02, eta: 16:23:33, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4568, top5_acc: 0.6902, loss_cls: 2.4952, loss: 2.4952, grad_norm: 2.6085 2020-10-10 06:14:10,604 - mmaction - INFO - Epoch [215][260/1413] lr: 3.897e-02, eta: 16:23:12, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4540, top5_acc: 0.6918, loss_cls: 2.5212, loss: 2.5212, grad_norm: 2.6454 2020-10-10 06:14:30,005 - mmaction - INFO - Epoch [215][280/1413] lr: 3.897e-02, eta: 16:22:52, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4658, top5_acc: 0.6936, loss_cls: 2.4748, loss: 2.4748, grad_norm: 2.6502 2020-10-10 06:14:49,382 - mmaction - INFO - Epoch [215][300/1413] lr: 3.897e-02, eta: 16:22:31, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4574, top5_acc: 0.6923, loss_cls: 2.5061, loss: 2.5061, grad_norm: 2.5990 2020-10-10 06:15:08,849 - mmaction - INFO - Epoch [215][320/1413] lr: 3.897e-02, eta: 16:22:11, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4564, top5_acc: 0.6897, loss_cls: 2.5165, loss: 2.5165, grad_norm: 2.6169 2020-10-10 06:15:28,205 - mmaction - INFO - Epoch [215][340/1413] lr: 3.897e-02, eta: 16:21:50, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4482, top5_acc: 0.6857, loss_cls: 2.5281, loss: 2.5281, grad_norm: 2.6178 2020-10-10 06:15:47,621 - mmaction - INFO - Epoch [215][360/1413] lr: 3.897e-02, eta: 16:21:30, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4564, top5_acc: 0.6850, loss_cls: 2.5190, loss: 2.5190, grad_norm: 2.6012 2020-10-10 06:16:07,049 - mmaction - INFO - Epoch [215][380/1413] lr: 3.897e-02, eta: 16:21:10, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4561, top5_acc: 0.6927, loss_cls: 2.5077, loss: 2.5077, grad_norm: 2.6142 2020-10-10 06:16:26,456 - mmaction - INFO - Epoch [215][400/1413] lr: 3.897e-02, eta: 16:20:49, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4590, top5_acc: 0.6892, loss_cls: 2.4938, loss: 2.4938, grad_norm: 2.6281 2020-10-10 06:16:45,796 - mmaction - INFO - Epoch [215][420/1413] lr: 3.897e-02, eta: 16:20:29, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4598, top5_acc: 0.6919, loss_cls: 2.4925, loss: 2.4925, grad_norm: 2.6112 2020-10-10 06:17:05,201 - mmaction - INFO - Epoch [215][440/1413] lr: 3.897e-02, eta: 16:20:08, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4665, top5_acc: 0.7043, loss_cls: 2.4325, loss: 2.4325, grad_norm: 2.5933 2020-10-10 06:17:24,592 - mmaction - INFO - Epoch [215][460/1413] lr: 3.897e-02, eta: 16:19:48, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4560, top5_acc: 0.6945, loss_cls: 2.5007, loss: 2.5007, grad_norm: 2.6066 2020-10-10 06:17:43,957 - mmaction - INFO - Epoch [215][480/1413] lr: 3.897e-02, eta: 16:19:27, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4624, top5_acc: 0.6932, loss_cls: 2.4933, loss: 2.4933, grad_norm: 2.6306 2020-10-10 06:18:03,370 - mmaction - INFO - Epoch [215][500/1413] lr: 3.897e-02, eta: 16:19:07, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4577, top5_acc: 0.6930, loss_cls: 2.4911, loss: 2.4911, grad_norm: 2.6351 2020-10-10 06:18:22,696 - mmaction - INFO - Epoch [215][520/1413] lr: 3.897e-02, eta: 16:18:46, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4544, top5_acc: 0.6979, loss_cls: 2.4840, loss: 2.4840, grad_norm: 2.6094 2020-10-10 06:18:42,034 - mmaction - INFO - Epoch [215][540/1413] lr: 3.897e-02, eta: 16:18:26, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4595, top5_acc: 0.6883, loss_cls: 2.5003, loss: 2.5003, grad_norm: 2.6411 2020-10-10 06:19:01,469 - mmaction - INFO - Epoch [215][560/1413] lr: 3.897e-02, eta: 16:18:05, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4621, top5_acc: 0.6965, loss_cls: 2.4777, loss: 2.4777, grad_norm: 2.6286 2020-10-10 06:19:20,832 - mmaction - INFO - Epoch [215][580/1413] lr: 3.897e-02, eta: 16:17:45, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4648, top5_acc: 0.6992, loss_cls: 2.4502, loss: 2.4502, grad_norm: 2.6134 2020-10-10 06:19:40,270 - mmaction - INFO - Epoch [215][600/1413] lr: 3.897e-02, eta: 16:17:24, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4605, top5_acc: 0.6887, loss_cls: 2.4973, loss: 2.4973, grad_norm: 2.6058 2020-10-10 06:19:59,644 - mmaction - INFO - Epoch [215][620/1413] lr: 3.897e-02, eta: 16:17:04, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4551, top5_acc: 0.6823, loss_cls: 2.5265, loss: 2.5265, grad_norm: 2.6247 2020-10-10 06:20:19,097 - mmaction - INFO - Epoch [215][640/1413] lr: 3.897e-02, eta: 16:16:43, time: 0.973, data_time: 0.004, memory: 8482, top1_acc: 0.4639, top5_acc: 0.6949, loss_cls: 2.4608, loss: 2.4608, grad_norm: 2.5940 2020-10-10 06:20:38,541 - mmaction - INFO - Epoch [215][660/1413] lr: 3.897e-02, eta: 16:16:23, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4482, top5_acc: 0.6793, loss_cls: 2.5557, loss: 2.5557, grad_norm: 2.6688 2020-10-10 06:20:57,908 - mmaction - INFO - Epoch [215][680/1413] lr: 3.897e-02, eta: 16:16:02, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4531, top5_acc: 0.6906, loss_cls: 2.5308, loss: 2.5308, grad_norm: 2.6158 2020-10-10 06:21:17,275 - mmaction - INFO - Epoch [215][700/1413] lr: 3.897e-02, eta: 16:15:42, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4685, top5_acc: 0.7016, loss_cls: 2.4558, loss: 2.4558, grad_norm: 2.5995 2020-10-10 06:21:36,722 - mmaction - INFO - Epoch [215][720/1413] lr: 3.897e-02, eta: 16:15:21, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4517, top5_acc: 0.6846, loss_cls: 2.5292, loss: 2.5292, grad_norm: 2.6530 2020-10-10 06:21:56,110 - mmaction - INFO - Epoch [215][740/1413] lr: 3.897e-02, eta: 16:15:01, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4561, top5_acc: 0.6879, loss_cls: 2.5174, loss: 2.5174, grad_norm: 2.6376 2020-10-10 06:22:15,511 - mmaction - INFO - Epoch [215][760/1413] lr: 3.897e-02, eta: 16:14:40, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4573, top5_acc: 0.6938, loss_cls: 2.5051, loss: 2.5051, grad_norm: 2.6431 2020-10-10 06:22:34,930 - mmaction - INFO - Epoch [215][780/1413] lr: 3.897e-02, eta: 16:14:20, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4621, top5_acc: 0.6973, loss_cls: 2.4628, loss: 2.4628, grad_norm: 2.6177 2020-10-10 06:22:54,330 - mmaction - INFO - Epoch [215][800/1413] lr: 3.897e-02, eta: 16:14:00, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4611, top5_acc: 0.6867, loss_cls: 2.5040, loss: 2.5040, grad_norm: 2.5736 2020-10-10 06:23:13,716 - mmaction - INFO - Epoch [215][820/1413] lr: 3.897e-02, eta: 16:13:39, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4574, top5_acc: 0.6848, loss_cls: 2.5009, loss: 2.5009, grad_norm: 2.6290 2020-10-10 06:23:33,124 - mmaction - INFO - Epoch [215][840/1413] lr: 3.897e-02, eta: 16:13:19, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4604, top5_acc: 0.6875, loss_cls: 2.5065, loss: 2.5065, grad_norm: 2.6358 2020-10-10 06:23:52,521 - mmaction - INFO - Epoch [215][860/1413] lr: 3.897e-02, eta: 16:12:58, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4539, top5_acc: 0.6811, loss_cls: 2.5235, loss: 2.5235, grad_norm: 2.6221 2020-10-10 06:24:11,881 - mmaction - INFO - Epoch [215][880/1413] lr: 3.897e-02, eta: 16:12:38, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4605, top5_acc: 0.6960, loss_cls: 2.4682, loss: 2.4682, grad_norm: 2.5806 2020-10-10 06:24:31,219 - mmaction - INFO - Epoch [215][900/1413] lr: 3.897e-02, eta: 16:12:17, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4560, top5_acc: 0.6913, loss_cls: 2.5130, loss: 2.5130, grad_norm: 2.6438 2020-10-10 06:24:50,648 - mmaction - INFO - Epoch [215][920/1413] lr: 3.897e-02, eta: 16:11:57, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4634, top5_acc: 0.7005, loss_cls: 2.4755, loss: 2.4755, grad_norm: 2.6219 2020-10-10 06:25:09,989 - mmaction - INFO - Epoch [215][940/1413] lr: 3.897e-02, eta: 16:11:36, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4587, top5_acc: 0.7001, loss_cls: 2.4820, loss: 2.4820, grad_norm: 2.6014 2020-10-10 06:25:29,435 - mmaction - INFO - Epoch [215][960/1413] lr: 3.897e-02, eta: 16:11:16, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4496, top5_acc: 0.6901, loss_cls: 2.5155, loss: 2.5155, grad_norm: 2.6246 2020-10-10 06:25:48,817 - mmaction - INFO - Epoch [215][980/1413] lr: 3.897e-02, eta: 16:10:55, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4661, top5_acc: 0.6967, loss_cls: 2.4685, loss: 2.4685, grad_norm: 2.6119 2020-10-10 06:26:08,297 - mmaction - INFO - Epoch [215][1000/1413] lr: 3.897e-02, eta: 16:10:35, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.4505, top5_acc: 0.6841, loss_cls: 2.5089, loss: 2.5089, grad_norm: 2.6321 2020-10-10 06:26:27,641 - mmaction - INFO - Epoch [215][1020/1413] lr: 3.897e-02, eta: 16:10:14, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4596, top5_acc: 0.6948, loss_cls: 2.5049, loss: 2.5049, grad_norm: 2.6540 2020-10-10 06:26:47,082 - mmaction - INFO - Epoch [215][1040/1413] lr: 3.897e-02, eta: 16:09:54, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4534, top5_acc: 0.6913, loss_cls: 2.5161, loss: 2.5161, grad_norm: 2.6471 2020-10-10 06:27:06,504 - mmaction - INFO - Epoch [215][1060/1413] lr: 3.897e-02, eta: 16:09:33, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4539, top5_acc: 0.6859, loss_cls: 2.5218, loss: 2.5218, grad_norm: 2.6044 2020-10-10 06:27:25,876 - mmaction - INFO - Epoch [215][1080/1413] lr: 3.897e-02, eta: 16:09:13, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4560, top5_acc: 0.6874, loss_cls: 2.4927, loss: 2.4927, grad_norm: 2.6181 2020-10-10 06:27:45,326 - mmaction - INFO - Epoch [215][1100/1413] lr: 3.897e-02, eta: 16:08:53, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4582, top5_acc: 0.6960, loss_cls: 2.4549, loss: 2.4549, grad_norm: 2.6142 2020-10-10 06:28:04,715 - mmaction - INFO - Epoch [215][1120/1413] lr: 3.897e-02, eta: 16:08:32, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4517, top5_acc: 0.6880, loss_cls: 2.5109, loss: 2.5109, grad_norm: 2.6381 2020-10-10 06:28:24,103 - mmaction - INFO - Epoch [215][1140/1413] lr: 3.897e-02, eta: 16:08:12, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4538, top5_acc: 0.6896, loss_cls: 2.5168, loss: 2.5168, grad_norm: 2.6220 2020-10-10 06:28:43,521 - mmaction - INFO - Epoch [215][1160/1413] lr: 3.897e-02, eta: 16:07:51, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4569, top5_acc: 0.6876, loss_cls: 2.5190, loss: 2.5190, grad_norm: 2.6157 2020-10-10 06:29:02,963 - mmaction - INFO - Epoch [215][1180/1413] lr: 3.897e-02, eta: 16:07:31, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.4582, top5_acc: 0.6979, loss_cls: 2.4762, loss: 2.4762, grad_norm: 2.6132 2020-10-10 06:29:22,325 - mmaction - INFO - Epoch [215][1200/1413] lr: 3.897e-02, eta: 16:07:10, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4518, top5_acc: 0.6797, loss_cls: 2.5201, loss: 2.5201, grad_norm: 2.6157 2020-10-10 06:29:41,725 - mmaction - INFO - Epoch [215][1220/1413] lr: 3.897e-02, eta: 16:06:50, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4652, top5_acc: 0.6911, loss_cls: 2.4715, loss: 2.4715, grad_norm: 2.5703 2020-10-10 06:30:01,076 - mmaction - INFO - Epoch [215][1240/1413] lr: 3.897e-02, eta: 16:06:29, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4543, top5_acc: 0.6846, loss_cls: 2.5199, loss: 2.5199, grad_norm: 2.6235 2020-10-10 06:30:20,488 - mmaction - INFO - Epoch [215][1260/1413] lr: 3.897e-02, eta: 16:06:09, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4569, top5_acc: 0.6888, loss_cls: 2.5100, loss: 2.5100, grad_norm: 2.6148 2020-10-10 06:30:39,869 - mmaction - INFO - Epoch [215][1280/1413] lr: 3.897e-02, eta: 16:05:48, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4560, top5_acc: 0.6863, loss_cls: 2.5389, loss: 2.5389, grad_norm: 2.6391 2020-10-10 06:30:59,314 - mmaction - INFO - Epoch [215][1300/1413] lr: 3.897e-02, eta: 16:05:28, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4553, top5_acc: 0.6827, loss_cls: 2.5286, loss: 2.5286, grad_norm: 2.6544 2020-10-10 06:31:18,636 - mmaction - INFO - Epoch [215][1320/1413] lr: 3.897e-02, eta: 16:05:08, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4547, top5_acc: 0.6897, loss_cls: 2.5040, loss: 2.5040, grad_norm: 2.6251 2020-10-10 06:31:38,019 - mmaction - INFO - Epoch [215][1340/1413] lr: 3.897e-02, eta: 16:04:47, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4572, top5_acc: 0.6859, loss_cls: 2.5276, loss: 2.5276, grad_norm: 2.6246 2020-10-10 06:31:57,481 - mmaction - INFO - Epoch [215][1360/1413] lr: 3.897e-02, eta: 16:04:27, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4530, top5_acc: 0.6941, loss_cls: 2.4949, loss: 2.4949, grad_norm: 2.5892 2020-10-10 06:32:16,914 - mmaction - INFO - Epoch [215][1380/1413] lr: 3.897e-02, eta: 16:04:06, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4462, top5_acc: 0.6889, loss_cls: 2.5286, loss: 2.5286, grad_norm: 2.6733 2020-10-10 06:32:36,297 - mmaction - INFO - Epoch [215][1400/1413] lr: 3.897e-02, eta: 16:03:46, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4581, top5_acc: 0.6885, loss_cls: 2.5018, loss: 2.5018, grad_norm: 2.6413 2020-10-10 06:33:40,397 - mmaction - INFO - Epoch [216][20/1413] lr: 3.718e-02, eta: 16:03:29, time: 2.551, data_time: 1.477, memory: 8482, top1_acc: 0.4600, top5_acc: 0.6957, loss_cls: 2.4799, loss: 2.4799, grad_norm: 2.5974 2020-10-10 06:33:59,736 - mmaction - INFO - Epoch [216][40/1413] lr: 3.718e-02, eta: 16:03:08, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4617, top5_acc: 0.6941, loss_cls: 2.4792, loss: 2.4792, grad_norm: 2.6796 2020-10-10 06:34:19,004 - mmaction - INFO - Epoch [216][60/1413] lr: 3.718e-02, eta: 16:02:48, time: 0.963, data_time: 0.002, memory: 8482, top1_acc: 0.4600, top5_acc: 0.6901, loss_cls: 2.4851, loss: 2.4851, grad_norm: 2.6335 2020-10-10 06:34:38,401 - mmaction - INFO - Epoch [216][80/1413] lr: 3.718e-02, eta: 16:02:27, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4646, top5_acc: 0.6951, loss_cls: 2.4697, loss: 2.4697, grad_norm: 2.6472 2020-10-10 06:34:57,745 - mmaction - INFO - Epoch [216][100/1413] lr: 3.718e-02, eta: 16:02:07, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4616, top5_acc: 0.6863, loss_cls: 2.5078, loss: 2.5078, grad_norm: 2.6590 2020-10-10 06:35:17,126 - mmaction - INFO - Epoch [216][120/1413] lr: 3.718e-02, eta: 16:01:46, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4656, top5_acc: 0.6888, loss_cls: 2.4649, loss: 2.4649, grad_norm: 2.6113 2020-10-10 06:35:36,502 - mmaction - INFO - Epoch [216][140/1413] lr: 3.718e-02, eta: 16:01:26, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4625, top5_acc: 0.6892, loss_cls: 2.4835, loss: 2.4835, grad_norm: 2.6426 2020-10-10 06:35:55,882 - mmaction - INFO - Epoch [216][160/1413] lr: 3.718e-02, eta: 16:01:05, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4599, top5_acc: 0.6957, loss_cls: 2.4530, loss: 2.4530, grad_norm: 2.6051 2020-10-10 06:36:15,271 - mmaction - INFO - Epoch [216][180/1413] lr: 3.718e-02, eta: 16:00:45, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4643, top5_acc: 0.6988, loss_cls: 2.4603, loss: 2.4603, grad_norm: 2.6421 2020-10-10 06:36:34,654 - mmaction - INFO - Epoch [216][200/1413] lr: 3.718e-02, eta: 16:00:24, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4613, top5_acc: 0.6990, loss_cls: 2.4661, loss: 2.4661, grad_norm: 2.6414 2020-10-10 06:36:54,063 - mmaction - INFO - Epoch [216][220/1413] lr: 3.718e-02, eta: 16:00:04, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4582, top5_acc: 0.6918, loss_cls: 2.4894, loss: 2.4894, grad_norm: 2.6428 2020-10-10 06:37:13,434 - mmaction - INFO - Epoch [216][240/1413] lr: 3.718e-02, eta: 15:59:43, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4667, top5_acc: 0.7008, loss_cls: 2.4386, loss: 2.4386, grad_norm: 2.6177 2020-10-10 06:37:32,768 - mmaction - INFO - Epoch [216][260/1413] lr: 3.718e-02, eta: 15:59:23, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.4620, top5_acc: 0.6939, loss_cls: 2.4692, loss: 2.4692, grad_norm: 2.6620 2020-10-10 06:37:52,168 - mmaction - INFO - Epoch [216][280/1413] lr: 3.718e-02, eta: 15:59:02, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4625, top5_acc: 0.7001, loss_cls: 2.4523, loss: 2.4523, grad_norm: 2.6679 2020-10-10 06:38:11,530 - mmaction - INFO - Epoch [216][300/1413] lr: 3.718e-02, eta: 15:58:42, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4655, top5_acc: 0.6953, loss_cls: 2.4479, loss: 2.4479, grad_norm: 2.6455 2020-10-10 06:38:30,940 - mmaction - INFO - Epoch [216][320/1413] lr: 3.718e-02, eta: 15:58:21, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4572, top5_acc: 0.6845, loss_cls: 2.5299, loss: 2.5299, grad_norm: 2.6357 2020-10-10 06:38:50,411 - mmaction - INFO - Epoch [216][340/1413] lr: 3.718e-02, eta: 15:58:01, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.4668, top5_acc: 0.6974, loss_cls: 2.4654, loss: 2.4654, grad_norm: 2.6553 2020-10-10 06:39:09,775 - mmaction - INFO - Epoch [216][360/1413] lr: 3.718e-02, eta: 15:57:41, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4629, top5_acc: 0.7003, loss_cls: 2.4657, loss: 2.4657, grad_norm: 2.6590 2020-10-10 06:39:29,239 - mmaction - INFO - Epoch [216][380/1413] lr: 3.718e-02, eta: 15:57:20, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4538, top5_acc: 0.6826, loss_cls: 2.5379, loss: 2.5379, grad_norm: 2.6730 2020-10-10 06:39:48,683 - mmaction - INFO - Epoch [216][400/1413] lr: 3.718e-02, eta: 15:57:00, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.4704, top5_acc: 0.7040, loss_cls: 2.4446, loss: 2.4446, grad_norm: 2.6330 2020-10-10 06:40:08,115 - mmaction - INFO - Epoch [216][420/1413] lr: 3.718e-02, eta: 15:56:39, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4557, top5_acc: 0.6935, loss_cls: 2.4853, loss: 2.4853, grad_norm: 2.6550 2020-10-10 06:40:27,513 - mmaction - INFO - Epoch [216][440/1413] lr: 3.718e-02, eta: 15:56:19, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4689, top5_acc: 0.7059, loss_cls: 2.4522, loss: 2.4522, grad_norm: 2.6590 2020-10-10 06:40:46,907 - mmaction - INFO - Epoch [216][460/1413] lr: 3.718e-02, eta: 15:55:58, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4544, top5_acc: 0.6911, loss_cls: 2.4996, loss: 2.4996, grad_norm: 2.6505 2020-10-10 06:41:06,301 - mmaction - INFO - Epoch [216][480/1413] lr: 3.718e-02, eta: 15:55:38, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4585, top5_acc: 0.6905, loss_cls: 2.5102, loss: 2.5102, grad_norm: 2.6531 2020-10-10 06:41:25,631 - mmaction - INFO - Epoch [216][500/1413] lr: 3.718e-02, eta: 15:55:18, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4565, top5_acc: 0.6852, loss_cls: 2.4939, loss: 2.4939, grad_norm: 2.6405 2020-10-10 06:41:45,007 - mmaction - INFO - Epoch [216][520/1413] lr: 3.718e-02, eta: 15:54:57, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4604, top5_acc: 0.6832, loss_cls: 2.5110, loss: 2.5110, grad_norm: 2.6609 2020-10-10 06:42:04,487 - mmaction - INFO - Epoch [216][540/1413] lr: 3.718e-02, eta: 15:54:37, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.4582, top5_acc: 0.6971, loss_cls: 2.4890, loss: 2.4890, grad_norm: 2.7112 2020-10-10 06:42:23,827 - mmaction - INFO - Epoch [216][560/1413] lr: 3.718e-02, eta: 15:54:16, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4615, top5_acc: 0.6947, loss_cls: 2.4892, loss: 2.4892, grad_norm: 2.6420 2020-10-10 06:42:43,234 - mmaction - INFO - Epoch [216][580/1413] lr: 3.718e-02, eta: 15:53:56, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4622, top5_acc: 0.6911, loss_cls: 2.4922, loss: 2.4922, grad_norm: 2.6234 2020-10-10 06:43:02,620 - mmaction - INFO - Epoch [216][600/1413] lr: 3.718e-02, eta: 15:53:35, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4600, top5_acc: 0.6914, loss_cls: 2.4866, loss: 2.4866, grad_norm: 2.6383 2020-10-10 06:43:22,058 - mmaction - INFO - Epoch [216][620/1413] lr: 3.718e-02, eta: 15:53:15, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.4543, top5_acc: 0.6878, loss_cls: 2.4952, loss: 2.4952, grad_norm: 2.6679 2020-10-10 06:43:41,487 - mmaction - INFO - Epoch [216][640/1413] lr: 3.718e-02, eta: 15:52:55, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4655, top5_acc: 0.6932, loss_cls: 2.4875, loss: 2.4875, grad_norm: 2.6672 2020-10-10 06:44:00,897 - mmaction - INFO - Epoch [216][660/1413] lr: 3.718e-02, eta: 15:52:34, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4579, top5_acc: 0.6915, loss_cls: 2.4767, loss: 2.4767, grad_norm: 2.6714 2020-10-10 06:44:20,314 - mmaction - INFO - Epoch [216][680/1413] lr: 3.718e-02, eta: 15:52:14, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4582, top5_acc: 0.6908, loss_cls: 2.5099, loss: 2.5099, grad_norm: 2.6649 2020-10-10 06:44:39,662 - mmaction - INFO - Epoch [216][700/1413] lr: 3.718e-02, eta: 15:51:53, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4690, top5_acc: 0.6982, loss_cls: 2.4615, loss: 2.4615, grad_norm: 2.6269 2020-10-10 06:44:59,115 - mmaction - INFO - Epoch [216][720/1413] lr: 3.718e-02, eta: 15:51:33, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4590, top5_acc: 0.6945, loss_cls: 2.4768, loss: 2.4768, grad_norm: 2.6363 2020-10-10 06:45:18,519 - mmaction - INFO - Epoch [216][740/1413] lr: 3.718e-02, eta: 15:51:12, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4596, top5_acc: 0.6924, loss_cls: 2.4851, loss: 2.4851, grad_norm: 2.6524 2020-10-10 06:45:37,916 - mmaction - INFO - Epoch [216][760/1413] lr: 3.718e-02, eta: 15:50:52, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4668, top5_acc: 0.6974, loss_cls: 2.4513, loss: 2.4513, grad_norm: 2.6396 2020-10-10 06:45:57,305 - mmaction - INFO - Epoch [216][780/1413] lr: 3.718e-02, eta: 15:50:32, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4667, top5_acc: 0.7018, loss_cls: 2.4452, loss: 2.4452, grad_norm: 2.6636 2020-10-10 06:46:16,716 - mmaction - INFO - Epoch [216][800/1413] lr: 3.718e-02, eta: 15:50:11, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4605, top5_acc: 0.6868, loss_cls: 2.5174, loss: 2.5174, grad_norm: 2.6853 2020-10-10 06:46:36,190 - mmaction - INFO - Epoch [216][820/1413] lr: 3.718e-02, eta: 15:49:51, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.4628, top5_acc: 0.6943, loss_cls: 2.4751, loss: 2.4751, grad_norm: 2.6503 2020-10-10 06:46:55,577 - mmaction - INFO - Epoch [216][840/1413] lr: 3.718e-02, eta: 15:49:30, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4574, top5_acc: 0.6918, loss_cls: 2.4879, loss: 2.4879, grad_norm: 2.6759 2020-10-10 06:47:14,876 - mmaction - INFO - Epoch [216][860/1413] lr: 3.718e-02, eta: 15:49:10, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.4651, top5_acc: 0.6941, loss_cls: 2.4835, loss: 2.4835, grad_norm: 2.6622 2020-10-10 06:47:34,325 - mmaction - INFO - Epoch [216][880/1413] lr: 3.718e-02, eta: 15:48:49, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4604, top5_acc: 0.6934, loss_cls: 2.4694, loss: 2.4694, grad_norm: 2.6423 2020-10-10 06:47:53,654 - mmaction - INFO - Epoch [216][900/1413] lr: 3.718e-02, eta: 15:48:29, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.4599, top5_acc: 0.6850, loss_cls: 2.5205, loss: 2.5205, grad_norm: 2.6700 2020-10-10 06:48:12,995 - mmaction - INFO - Epoch [216][920/1413] lr: 3.718e-02, eta: 15:48:08, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4591, top5_acc: 0.6940, loss_cls: 2.4992, loss: 2.4992, grad_norm: 2.6649 2020-10-10 06:48:32,372 - mmaction - INFO - Epoch [216][940/1413] lr: 3.718e-02, eta: 15:47:48, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4469, top5_acc: 0.6866, loss_cls: 2.5159, loss: 2.5159, grad_norm: 2.6541 2020-10-10 06:48:51,744 - mmaction - INFO - Epoch [216][960/1413] lr: 3.718e-02, eta: 15:47:28, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4553, top5_acc: 0.6919, loss_cls: 2.5043, loss: 2.5043, grad_norm: 2.6599 2020-10-10 06:49:11,137 - mmaction - INFO - Epoch [216][980/1413] lr: 3.718e-02, eta: 15:47:07, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4568, top5_acc: 0.7000, loss_cls: 2.4700, loss: 2.4700, grad_norm: 2.6849 2020-10-10 06:49:30,562 - mmaction - INFO - Epoch [216][1000/1413] lr: 3.718e-02, eta: 15:46:47, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4513, top5_acc: 0.6934, loss_cls: 2.4976, loss: 2.4976, grad_norm: 2.6802 2020-10-10 06:49:49,927 - mmaction - INFO - Epoch [216][1020/1413] lr: 3.718e-02, eta: 15:46:26, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4587, top5_acc: 0.6915, loss_cls: 2.4873, loss: 2.4873, grad_norm: 2.6369 2020-10-10 06:50:09,258 - mmaction - INFO - Epoch [216][1040/1413] lr: 3.718e-02, eta: 15:46:06, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.4583, top5_acc: 0.6909, loss_cls: 2.4972, loss: 2.4972, grad_norm: 2.6574 2020-10-10 06:50:28,667 - mmaction - INFO - Epoch [216][1060/1413] lr: 3.718e-02, eta: 15:45:45, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4585, top5_acc: 0.6901, loss_cls: 2.5028, loss: 2.5028, grad_norm: 2.6423 2020-10-10 06:50:48,015 - mmaction - INFO - Epoch [216][1080/1413] lr: 3.718e-02, eta: 15:45:25, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4561, top5_acc: 0.6958, loss_cls: 2.4872, loss: 2.4872, grad_norm: 2.6431 2020-10-10 06:51:07,346 - mmaction - INFO - Epoch [216][1100/1413] lr: 3.718e-02, eta: 15:45:04, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4568, top5_acc: 0.7000, loss_cls: 2.4666, loss: 2.4666, grad_norm: 2.6678 2020-10-10 06:51:26,722 - mmaction - INFO - Epoch [216][1120/1413] lr: 3.718e-02, eta: 15:44:44, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4665, top5_acc: 0.6953, loss_cls: 2.4735, loss: 2.4735, grad_norm: 2.6599 2020-10-10 06:51:46,094 - mmaction - INFO - Epoch [216][1140/1413] lr: 3.718e-02, eta: 15:44:23, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4586, top5_acc: 0.6961, loss_cls: 2.4932, loss: 2.4932, grad_norm: 2.6694 2020-10-10 06:52:05,541 - mmaction - INFO - Epoch [216][1160/1413] lr: 3.718e-02, eta: 15:44:03, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4602, top5_acc: 0.6936, loss_cls: 2.4627, loss: 2.4627, grad_norm: 2.6279 2020-10-10 06:52:24,912 - mmaction - INFO - Epoch [216][1180/1413] lr: 3.718e-02, eta: 15:43:43, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4635, top5_acc: 0.6947, loss_cls: 2.4714, loss: 2.4714, grad_norm: 2.6912 2020-10-10 06:52:44,327 - mmaction - INFO - Epoch [216][1200/1413] lr: 3.718e-02, eta: 15:43:22, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4573, top5_acc: 0.6905, loss_cls: 2.5148, loss: 2.5148, grad_norm: 2.7288 2020-10-10 06:53:03,711 - mmaction - INFO - Epoch [216][1220/1413] lr: 3.718e-02, eta: 15:43:02, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4594, top5_acc: 0.6892, loss_cls: 2.4999, loss: 2.4999, grad_norm: 2.6959 2020-10-10 06:53:23,042 - mmaction - INFO - Epoch [216][1240/1413] lr: 3.718e-02, eta: 15:42:41, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4708, top5_acc: 0.6964, loss_cls: 2.4525, loss: 2.4525, grad_norm: 2.6525 2020-10-10 06:53:42,416 - mmaction - INFO - Epoch [216][1260/1413] lr: 3.718e-02, eta: 15:42:21, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4647, top5_acc: 0.6883, loss_cls: 2.4837, loss: 2.4837, grad_norm: 2.6463 2020-10-10 06:54:01,770 - mmaction - INFO - Epoch [216][1280/1413] lr: 3.718e-02, eta: 15:42:00, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4549, top5_acc: 0.6923, loss_cls: 2.4990, loss: 2.4990, grad_norm: 2.6843 2020-10-10 06:54:21,232 - mmaction - INFO - Epoch [216][1300/1413] lr: 3.718e-02, eta: 15:41:40, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4742, top5_acc: 0.6969, loss_cls: 2.4316, loss: 2.4316, grad_norm: 2.6197 2020-10-10 06:54:40,653 - mmaction - INFO - Epoch [216][1320/1413] lr: 3.718e-02, eta: 15:41:20, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4451, top5_acc: 0.6895, loss_cls: 2.5296, loss: 2.5296, grad_norm: 2.6922 2020-10-10 06:55:00,049 - mmaction - INFO - Epoch [216][1340/1413] lr: 3.718e-02, eta: 15:40:59, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4531, top5_acc: 0.6948, loss_cls: 2.4613, loss: 2.4613, grad_norm: 2.6747 2020-10-10 06:55:19,432 - mmaction - INFO - Epoch [216][1360/1413] lr: 3.718e-02, eta: 15:40:39, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4594, top5_acc: 0.6996, loss_cls: 2.4659, loss: 2.4659, grad_norm: 2.6624 2020-10-10 06:55:38,813 - mmaction - INFO - Epoch [216][1380/1413] lr: 3.718e-02, eta: 15:40:18, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4574, top5_acc: 0.6861, loss_cls: 2.5079, loss: 2.5079, grad_norm: 2.6530 2020-10-10 06:55:58,226 - mmaction - INFO - Epoch [216][1400/1413] lr: 3.718e-02, eta: 15:39:58, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4717, top5_acc: 0.6949, loss_cls: 2.4509, loss: 2.4509, grad_norm: 2.6269 2020-10-10 06:56:11,315 - mmaction - INFO - Saving checkpoint at 216 epochs 2020-10-10 06:57:34,760 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-10 06:57:37,270 - mmaction - INFO - top1_acc 0.4732 top5_acc 0.7167 2020-10-10 06:57:37,270 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-10 06:57:37,388 - mmaction - INFO - mean_acc 0.4730 2020-10-10 06:57:37,388 - mmaction - INFO - Now best checkpoint is epoch_216.pth 2020-10-10 06:57:37,408 - mmaction - INFO - Epoch(val) [216][1413] top1_acc: 0.4732, top5_acc: 0.7167, mean_class_accuracy: 0.4730 2020-10-10 06:58:23,717 - mmaction - INFO - Epoch [217][20/1413] lr: 3.542e-02, eta: 15:39:36, time: 2.314, data_time: 1.192, memory: 8482, top1_acc: 0.4751, top5_acc: 0.6913, loss_cls: 2.4680, loss: 2.4680, grad_norm: 2.6276 2020-10-10 06:58:43,009 - mmaction - INFO - Epoch [217][40/1413] lr: 3.542e-02, eta: 15:39:16, time: 0.965, data_time: 0.003, memory: 8482, top1_acc: 0.4668, top5_acc: 0.6966, loss_cls: 2.4586, loss: 2.4586, grad_norm: 2.7229 2020-10-10 06:59:02,360 - mmaction - INFO - Epoch [217][60/1413] lr: 3.542e-02, eta: 15:38:55, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4564, top5_acc: 0.6878, loss_cls: 2.4890, loss: 2.4890, grad_norm: 2.6925 2020-10-10 06:59:21,738 - mmaction - INFO - Epoch [217][80/1413] lr: 3.542e-02, eta: 15:38:35, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4706, top5_acc: 0.6995, loss_cls: 2.4300, loss: 2.4300, grad_norm: 2.6706 2020-10-10 06:59:41,023 - mmaction - INFO - Epoch [217][100/1413] lr: 3.542e-02, eta: 15:38:14, time: 0.964, data_time: 0.002, memory: 8482, top1_acc: 0.4570, top5_acc: 0.6956, loss_cls: 2.4876, loss: 2.4876, grad_norm: 2.7093 2020-10-10 07:00:00,359 - mmaction - INFO - Epoch [217][120/1413] lr: 3.542e-02, eta: 15:37:54, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4605, top5_acc: 0.6979, loss_cls: 2.4472, loss: 2.4472, grad_norm: 2.6609 2020-10-10 07:00:20,852 - mmaction - INFO - Epoch [217][140/1413] lr: 3.542e-02, eta: 15:37:34, time: 1.024, data_time: 0.001, memory: 8482, top1_acc: 0.4572, top5_acc: 0.6934, loss_cls: 2.4756, loss: 2.4756, grad_norm: 2.6246 2020-10-10 07:00:40,260 - mmaction - INFO - Epoch [217][160/1413] lr: 3.542e-02, eta: 15:37:14, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4659, top5_acc: 0.7012, loss_cls: 2.4432, loss: 2.4432, grad_norm: 2.6687 2020-10-10 07:00:59,645 - mmaction - INFO - Epoch [217][180/1413] lr: 3.542e-02, eta: 15:36:53, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4716, top5_acc: 0.7068, loss_cls: 2.3949, loss: 2.3949, grad_norm: 2.6474 2020-10-10 07:01:19,040 - mmaction - INFO - Epoch [217][200/1413] lr: 3.542e-02, eta: 15:36:33, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4590, top5_acc: 0.6958, loss_cls: 2.4760, loss: 2.4760, grad_norm: 2.6736 2020-10-10 07:01:38,434 - mmaction - INFO - Epoch [217][220/1413] lr: 3.542e-02, eta: 15:36:13, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4547, top5_acc: 0.6927, loss_cls: 2.4859, loss: 2.4859, grad_norm: 2.7096 2020-10-10 07:01:57,810 - mmaction - INFO - Epoch [217][240/1413] lr: 3.542e-02, eta: 15:35:52, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4660, top5_acc: 0.6988, loss_cls: 2.4621, loss: 2.4621, grad_norm: 2.6812 2020-10-10 07:02:17,190 - mmaction - INFO - Epoch [217][260/1413] lr: 3.542e-02, eta: 15:35:32, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4650, top5_acc: 0.6970, loss_cls: 2.4533, loss: 2.4533, grad_norm: 2.7166 2020-10-10 07:02:36,552 - mmaction - INFO - Epoch [217][280/1413] lr: 3.542e-02, eta: 15:35:11, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4712, top5_acc: 0.7031, loss_cls: 2.4113, loss: 2.4113, grad_norm: 2.6709 2020-10-10 07:02:55,867 - mmaction - INFO - Epoch [217][300/1413] lr: 3.542e-02, eta: 15:34:51, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4656, top5_acc: 0.6971, loss_cls: 2.4477, loss: 2.4477, grad_norm: 2.6807 2020-10-10 07:03:15,306 - mmaction - INFO - Epoch [217][320/1413] lr: 3.542e-02, eta: 15:34:30, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4663, top5_acc: 0.6962, loss_cls: 2.4579, loss: 2.4579, grad_norm: 2.6965 2020-10-10 07:03:34,680 - mmaction - INFO - Epoch [217][340/1413] lr: 3.542e-02, eta: 15:34:10, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4734, top5_acc: 0.6995, loss_cls: 2.4391, loss: 2.4391, grad_norm: 2.6728 2020-10-10 07:03:54,110 - mmaction - INFO - Epoch [217][360/1413] lr: 3.542e-02, eta: 15:33:50, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4607, top5_acc: 0.6932, loss_cls: 2.4699, loss: 2.4699, grad_norm: 2.7335 2020-10-10 07:04:13,552 - mmaction - INFO - Epoch [217][380/1413] lr: 3.542e-02, eta: 15:33:29, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4568, top5_acc: 0.6979, loss_cls: 2.4741, loss: 2.4741, grad_norm: 2.6749 2020-10-10 07:04:32,975 - mmaction - INFO - Epoch [217][400/1413] lr: 3.542e-02, eta: 15:33:09, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4642, top5_acc: 0.7010, loss_cls: 2.4446, loss: 2.4446, grad_norm: 2.7130 2020-10-10 07:04:52,366 - mmaction - INFO - Epoch [217][420/1413] lr: 3.542e-02, eta: 15:32:48, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4612, top5_acc: 0.6906, loss_cls: 2.4719, loss: 2.4719, grad_norm: 2.6829 2020-10-10 07:05:11,708 - mmaction - INFO - Epoch [217][440/1413] lr: 3.542e-02, eta: 15:32:28, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4583, top5_acc: 0.6936, loss_cls: 2.4886, loss: 2.4886, grad_norm: 2.6797 2020-10-10 07:05:31,083 - mmaction - INFO - Epoch [217][460/1413] lr: 3.542e-02, eta: 15:32:08, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4613, top5_acc: 0.6980, loss_cls: 2.4627, loss: 2.4627, grad_norm: 2.6990 2020-10-10 07:05:50,474 - mmaction - INFO - Epoch [217][480/1413] lr: 3.542e-02, eta: 15:31:47, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4693, top5_acc: 0.7055, loss_cls: 2.4236, loss: 2.4236, grad_norm: 2.6616 2020-10-10 07:06:09,895 - mmaction - INFO - Epoch [217][500/1413] lr: 3.542e-02, eta: 15:31:27, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4659, top5_acc: 0.6911, loss_cls: 2.4692, loss: 2.4692, grad_norm: 2.7019 2020-10-10 07:06:29,291 - mmaction - INFO - Epoch [217][520/1413] lr: 3.542e-02, eta: 15:31:06, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4621, top5_acc: 0.6951, loss_cls: 2.4599, loss: 2.4599, grad_norm: 2.7072 2020-10-10 07:06:48,677 - mmaction - INFO - Epoch [217][540/1413] lr: 3.542e-02, eta: 15:30:46, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4634, top5_acc: 0.7000, loss_cls: 2.4367, loss: 2.4367, grad_norm: 2.6849 2020-10-10 07:07:08,114 - mmaction - INFO - Epoch [217][560/1413] lr: 3.542e-02, eta: 15:30:26, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4682, top5_acc: 0.7042, loss_cls: 2.4192, loss: 2.4192, grad_norm: 2.6808 2020-10-10 07:07:27,499 - mmaction - INFO - Epoch [217][580/1413] lr: 3.542e-02, eta: 15:30:05, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4737, top5_acc: 0.6977, loss_cls: 2.4431, loss: 2.4431, grad_norm: 2.7113 2020-10-10 07:07:46,878 - mmaction - INFO - Epoch [217][600/1413] lr: 3.542e-02, eta: 15:29:45, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4591, top5_acc: 0.6934, loss_cls: 2.4767, loss: 2.4767, grad_norm: 2.7429 2020-10-10 07:08:06,280 - mmaction - INFO - Epoch [217][620/1413] lr: 3.542e-02, eta: 15:29:24, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4694, top5_acc: 0.7052, loss_cls: 2.4384, loss: 2.4384, grad_norm: 2.6800 2020-10-10 07:08:25,609 - mmaction - INFO - Epoch [217][640/1413] lr: 3.542e-02, eta: 15:29:04, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4734, top5_acc: 0.6991, loss_cls: 2.4555, loss: 2.4555, grad_norm: 2.6845 2020-10-10 07:08:45,051 - mmaction - INFO - Epoch [217][660/1413] lr: 3.542e-02, eta: 15:28:44, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4646, top5_acc: 0.7007, loss_cls: 2.4467, loss: 2.4467, grad_norm: 2.6911 2020-10-10 07:09:04,393 - mmaction - INFO - Epoch [217][680/1413] lr: 3.542e-02, eta: 15:28:23, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4733, top5_acc: 0.6908, loss_cls: 2.4682, loss: 2.4682, grad_norm: 2.6614 2020-10-10 07:09:23,808 - mmaction - INFO - Epoch [217][700/1413] lr: 3.542e-02, eta: 15:28:03, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4605, top5_acc: 0.6973, loss_cls: 2.4708, loss: 2.4708, grad_norm: 2.7137 2020-10-10 07:09:43,184 - mmaction - INFO - Epoch [217][720/1413] lr: 3.542e-02, eta: 15:27:42, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4540, top5_acc: 0.6911, loss_cls: 2.5102, loss: 2.5102, grad_norm: 2.7063 2020-10-10 07:10:02,601 - mmaction - INFO - Epoch [217][740/1413] lr: 3.542e-02, eta: 15:27:22, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4617, top5_acc: 0.6940, loss_cls: 2.4673, loss: 2.4673, grad_norm: 2.6631 2020-10-10 07:10:22,038 - mmaction - INFO - Epoch [217][760/1413] lr: 3.542e-02, eta: 15:27:02, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4576, top5_acc: 0.6895, loss_cls: 2.4966, loss: 2.4966, grad_norm: 2.7429 2020-10-10 07:10:41,426 - mmaction - INFO - Epoch [217][780/1413] lr: 3.542e-02, eta: 15:26:41, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4697, top5_acc: 0.6984, loss_cls: 2.4487, loss: 2.4487, grad_norm: 2.7078 2020-10-10 07:11:00,772 - mmaction - INFO - Epoch [217][800/1413] lr: 3.542e-02, eta: 15:26:21, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4733, top5_acc: 0.6991, loss_cls: 2.4345, loss: 2.4345, grad_norm: 2.6455 2020-10-10 07:11:20,163 - mmaction - INFO - Epoch [217][820/1413] lr: 3.542e-02, eta: 15:26:00, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4647, top5_acc: 0.7021, loss_cls: 2.4569, loss: 2.4569, grad_norm: 2.7261 2020-10-10 07:11:39,588 - mmaction - INFO - Epoch [217][840/1413] lr: 3.542e-02, eta: 15:25:40, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4642, top5_acc: 0.6979, loss_cls: 2.4568, loss: 2.4568, grad_norm: 2.7023 2020-10-10 07:11:58,984 - mmaction - INFO - Epoch [217][860/1413] lr: 3.542e-02, eta: 15:25:19, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4568, top5_acc: 0.6905, loss_cls: 2.5012, loss: 2.5012, grad_norm: 2.7055 2020-10-10 07:12:18,391 - mmaction - INFO - Epoch [217][880/1413] lr: 3.542e-02, eta: 15:24:59, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4602, top5_acc: 0.6987, loss_cls: 2.4675, loss: 2.4675, grad_norm: 2.6897 2020-10-10 07:12:37,770 - mmaction - INFO - Epoch [217][900/1413] lr: 3.542e-02, eta: 15:24:39, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4536, top5_acc: 0.6932, loss_cls: 2.5105, loss: 2.5105, grad_norm: 2.7135 2020-10-10 07:12:57,195 - mmaction - INFO - Epoch [217][920/1413] lr: 3.542e-02, eta: 15:24:18, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4626, top5_acc: 0.6876, loss_cls: 2.5040, loss: 2.5040, grad_norm: 2.7115 2020-10-10 07:13:16,546 - mmaction - INFO - Epoch [217][940/1413] lr: 3.542e-02, eta: 15:23:58, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4625, top5_acc: 0.6926, loss_cls: 2.4913, loss: 2.4913, grad_norm: 2.6666 2020-10-10 07:13:35,975 - mmaction - INFO - Epoch [217][960/1413] lr: 3.542e-02, eta: 15:23:38, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4652, top5_acc: 0.6949, loss_cls: 2.4762, loss: 2.4762, grad_norm: 2.7051 2020-10-10 07:13:55,330 - mmaction - INFO - Epoch [217][980/1413] lr: 3.542e-02, eta: 15:23:17, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4743, top5_acc: 0.7020, loss_cls: 2.4314, loss: 2.4314, grad_norm: 2.6830 2020-10-10 07:14:14,749 - mmaction - INFO - Epoch [217][1000/1413] lr: 3.542e-02, eta: 15:22:57, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4633, top5_acc: 0.6970, loss_cls: 2.4639, loss: 2.4639, grad_norm: 2.7050 2020-10-10 07:14:34,183 - mmaction - INFO - Epoch [217][1020/1413] lr: 3.542e-02, eta: 15:22:36, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4655, top5_acc: 0.6904, loss_cls: 2.4795, loss: 2.4795, grad_norm: 2.7013 2020-10-10 07:14:53,584 - mmaction - INFO - Epoch [217][1040/1413] lr: 3.542e-02, eta: 15:22:16, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4499, top5_acc: 0.6962, loss_cls: 2.4825, loss: 2.4825, grad_norm: 2.7150 2020-10-10 07:15:12,972 - mmaction - INFO - Epoch [217][1060/1413] lr: 3.542e-02, eta: 15:21:56, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4673, top5_acc: 0.6919, loss_cls: 2.4871, loss: 2.4871, grad_norm: 2.6879 2020-10-10 07:15:32,392 - mmaction - INFO - Epoch [217][1080/1413] lr: 3.542e-02, eta: 15:21:35, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4603, top5_acc: 0.7048, loss_cls: 2.4364, loss: 2.4364, grad_norm: 2.7179 2020-10-10 07:15:51,803 - mmaction - INFO - Epoch [217][1100/1413] lr: 3.542e-02, eta: 15:21:15, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4690, top5_acc: 0.7012, loss_cls: 2.4525, loss: 2.4525, grad_norm: 2.7184 2020-10-10 07:16:11,219 - mmaction - INFO - Epoch [217][1120/1413] lr: 3.542e-02, eta: 15:20:54, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4676, top5_acc: 0.7005, loss_cls: 2.4380, loss: 2.4380, grad_norm: 2.7014 2020-10-10 07:16:30,585 - mmaction - INFO - Epoch [217][1140/1413] lr: 3.542e-02, eta: 15:20:34, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4535, top5_acc: 0.6905, loss_cls: 2.5226, loss: 2.5226, grad_norm: 2.7550 2020-10-10 07:16:49,967 - mmaction - INFO - Epoch [217][1160/1413] lr: 3.542e-02, eta: 15:20:14, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4617, top5_acc: 0.6906, loss_cls: 2.4737, loss: 2.4737, grad_norm: 2.6925 2020-10-10 07:17:09,362 - mmaction - INFO - Epoch [217][1180/1413] lr: 3.542e-02, eta: 15:19:53, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4668, top5_acc: 0.7030, loss_cls: 2.4224, loss: 2.4224, grad_norm: 2.7207 2020-10-10 07:17:28,758 - mmaction - INFO - Epoch [217][1200/1413] lr: 3.542e-02, eta: 15:19:33, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4617, top5_acc: 0.6958, loss_cls: 2.4586, loss: 2.4586, grad_norm: 2.7560 2020-10-10 07:17:48,082 - mmaction - INFO - Epoch [217][1220/1413] lr: 3.542e-02, eta: 15:19:12, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4645, top5_acc: 0.7005, loss_cls: 2.4490, loss: 2.4490, grad_norm: 2.6887 2020-10-10 07:18:07,486 - mmaction - INFO - Epoch [217][1240/1413] lr: 3.542e-02, eta: 15:18:52, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4650, top5_acc: 0.6957, loss_cls: 2.4695, loss: 2.4695, grad_norm: 2.7180 2020-10-10 07:18:26,928 - mmaction - INFO - Epoch [217][1260/1413] lr: 3.542e-02, eta: 15:18:32, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4574, top5_acc: 0.6905, loss_cls: 2.4839, loss: 2.4839, grad_norm: 2.6730 2020-10-10 07:18:46,313 - mmaction - INFO - Epoch [217][1280/1413] lr: 3.542e-02, eta: 15:18:11, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4577, top5_acc: 0.6958, loss_cls: 2.4989, loss: 2.4989, grad_norm: 2.6807 2020-10-10 07:19:05,719 - mmaction - INFO - Epoch [217][1300/1413] lr: 3.542e-02, eta: 15:17:51, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4620, top5_acc: 0.6905, loss_cls: 2.4828, loss: 2.4828, grad_norm: 2.7314 2020-10-10 07:19:25,131 - mmaction - INFO - Epoch [217][1320/1413] lr: 3.542e-02, eta: 15:17:30, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4598, top5_acc: 0.6892, loss_cls: 2.5010, loss: 2.5010, grad_norm: 2.7687 2020-10-10 07:19:44,525 - mmaction - INFO - Epoch [217][1340/1413] lr: 3.542e-02, eta: 15:17:10, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4600, top5_acc: 0.6927, loss_cls: 2.4903, loss: 2.4903, grad_norm: 2.7537 2020-10-10 07:20:03,947 - mmaction - INFO - Epoch [217][1360/1413] lr: 3.542e-02, eta: 15:16:50, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4592, top5_acc: 0.6868, loss_cls: 2.5114, loss: 2.5114, grad_norm: 2.7281 2020-10-10 07:20:23,370 - mmaction - INFO - Epoch [217][1380/1413] lr: 3.542e-02, eta: 15:16:29, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4586, top5_acc: 0.6997, loss_cls: 2.4559, loss: 2.4559, grad_norm: 2.7022 2020-10-10 07:20:42,761 - mmaction - INFO - Epoch [217][1400/1413] lr: 3.542e-02, eta: 15:16:09, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4565, top5_acc: 0.7004, loss_cls: 2.4797, loss: 2.4797, grad_norm: 2.7314 2020-10-10 07:21:51,503 - mmaction - INFO - Epoch [218][20/1413] lr: 3.371e-02, eta: 15:15:53, time: 2.720, data_time: 1.692, memory: 8482, top1_acc: 0.4689, top5_acc: 0.7010, loss_cls: 2.4258, loss: 2.4258, grad_norm: 2.6852 2020-10-10 07:22:10,729 - mmaction - INFO - Epoch [218][40/1413] lr: 3.371e-02, eta: 15:15:33, time: 0.961, data_time: 0.002, memory: 8482, top1_acc: 0.4667, top5_acc: 0.7057, loss_cls: 2.4096, loss: 2.4096, grad_norm: 2.7401 2020-10-10 07:22:30,045 - mmaction - INFO - Epoch [218][60/1413] lr: 3.371e-02, eta: 15:15:12, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4738, top5_acc: 0.7102, loss_cls: 2.3947, loss: 2.3947, grad_norm: 2.7021 2020-10-10 07:22:49,440 - mmaction - INFO - Epoch [218][80/1413] lr: 3.371e-02, eta: 15:14:52, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4651, top5_acc: 0.6999, loss_cls: 2.4477, loss: 2.4477, grad_norm: 2.6997 2020-10-10 07:23:08,783 - mmaction - INFO - Epoch [218][100/1413] lr: 3.371e-02, eta: 15:14:31, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4711, top5_acc: 0.7047, loss_cls: 2.4078, loss: 2.4078, grad_norm: 2.7354 2020-10-10 07:23:28,135 - mmaction - INFO - Epoch [218][120/1413] lr: 3.371e-02, eta: 15:14:11, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4693, top5_acc: 0.6966, loss_cls: 2.4554, loss: 2.4554, grad_norm: 2.6895 2020-10-10 07:23:47,528 - mmaction - INFO - Epoch [218][140/1413] lr: 3.371e-02, eta: 15:13:51, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4767, top5_acc: 0.7057, loss_cls: 2.4030, loss: 2.4030, grad_norm: 2.7068 2020-10-10 07:24:06,917 - mmaction - INFO - Epoch [218][160/1413] lr: 3.371e-02, eta: 15:13:30, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4618, top5_acc: 0.6919, loss_cls: 2.4609, loss: 2.4609, grad_norm: 2.7458 2020-10-10 07:24:26,283 - mmaction - INFO - Epoch [218][180/1413] lr: 3.371e-02, eta: 15:13:10, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4576, top5_acc: 0.6952, loss_cls: 2.4899, loss: 2.4899, grad_norm: 2.7689 2020-10-10 07:24:45,684 - mmaction - INFO - Epoch [218][200/1413] lr: 3.371e-02, eta: 15:12:49, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4663, top5_acc: 0.6973, loss_cls: 2.4392, loss: 2.4392, grad_norm: 2.6937 2020-10-10 07:25:05,051 - mmaction - INFO - Epoch [218][220/1413] lr: 3.371e-02, eta: 15:12:29, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4729, top5_acc: 0.7036, loss_cls: 2.4314, loss: 2.4314, grad_norm: 2.7243 2020-10-10 07:25:24,452 - mmaction - INFO - Epoch [218][240/1413] lr: 3.371e-02, eta: 15:12:09, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4643, top5_acc: 0.6974, loss_cls: 2.4771, loss: 2.4771, grad_norm: 2.7286 2020-10-10 07:25:43,883 - mmaction - INFO - Epoch [218][260/1413] lr: 3.371e-02, eta: 15:11:48, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4676, top5_acc: 0.7007, loss_cls: 2.4371, loss: 2.4371, grad_norm: 2.7108 2020-10-10 07:26:03,324 - mmaction - INFO - Epoch [218][280/1413] lr: 3.371e-02, eta: 15:11:28, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4717, top5_acc: 0.6990, loss_cls: 2.4237, loss: 2.4237, grad_norm: 2.6950 2020-10-10 07:26:22,712 - mmaction - INFO - Epoch [218][300/1413] lr: 3.371e-02, eta: 15:11:07, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4583, top5_acc: 0.6964, loss_cls: 2.4741, loss: 2.4741, grad_norm: 2.7471 2020-10-10 07:26:42,122 - mmaction - INFO - Epoch [218][320/1413] lr: 3.371e-02, eta: 15:10:47, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4685, top5_acc: 0.6957, loss_cls: 2.4526, loss: 2.4526, grad_norm: 2.7605 2020-10-10 07:27:01,521 - mmaction - INFO - Epoch [218][340/1413] lr: 3.371e-02, eta: 15:10:27, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4690, top5_acc: 0.7030, loss_cls: 2.4482, loss: 2.4482, grad_norm: 2.7639 2020-10-10 07:27:20,956 - mmaction - INFO - Epoch [218][360/1413] lr: 3.371e-02, eta: 15:10:06, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4697, top5_acc: 0.6953, loss_cls: 2.4371, loss: 2.4371, grad_norm: 2.7455 2020-10-10 07:27:40,339 - mmaction - INFO - Epoch [218][380/1413] lr: 3.371e-02, eta: 15:09:46, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4704, top5_acc: 0.7007, loss_cls: 2.4461, loss: 2.4461, grad_norm: 2.7505 2020-10-10 07:27:59,738 - mmaction - INFO - Epoch [218][400/1413] lr: 3.371e-02, eta: 15:09:26, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4641, top5_acc: 0.6934, loss_cls: 2.4485, loss: 2.4485, grad_norm: 2.7612 2020-10-10 07:28:19,107 - mmaction - INFO - Epoch [218][420/1413] lr: 3.371e-02, eta: 15:09:05, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4794, top5_acc: 0.6990, loss_cls: 2.4386, loss: 2.4386, grad_norm: 2.6789 2020-10-10 07:28:38,485 - mmaction - INFO - Epoch [218][440/1413] lr: 3.371e-02, eta: 15:08:45, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4646, top5_acc: 0.6980, loss_cls: 2.4578, loss: 2.4578, grad_norm: 2.7304 2020-10-10 07:28:57,921 - mmaction - INFO - Epoch [218][460/1413] lr: 3.371e-02, eta: 15:08:24, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4703, top5_acc: 0.6961, loss_cls: 2.4404, loss: 2.4404, grad_norm: 2.6994 2020-10-10 07:29:17,362 - mmaction - INFO - Epoch [218][480/1413] lr: 3.371e-02, eta: 15:08:04, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4703, top5_acc: 0.6964, loss_cls: 2.4574, loss: 2.4574, grad_norm: 2.7244 2020-10-10 07:29:36,734 - mmaction - INFO - Epoch [218][500/1413] lr: 3.371e-02, eta: 15:07:44, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4736, top5_acc: 0.7070, loss_cls: 2.4097, loss: 2.4097, grad_norm: 2.6753 2020-10-10 07:29:56,144 - mmaction - INFO - Epoch [218][520/1413] lr: 3.371e-02, eta: 15:07:23, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4658, top5_acc: 0.7029, loss_cls: 2.4282, loss: 2.4282, grad_norm: 2.7266 2020-10-10 07:30:15,533 - mmaction - INFO - Epoch [218][540/1413] lr: 3.371e-02, eta: 15:07:03, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4578, top5_acc: 0.6964, loss_cls: 2.4667, loss: 2.4667, grad_norm: 2.7600 2020-10-10 07:30:34,940 - mmaction - INFO - Epoch [218][560/1413] lr: 3.371e-02, eta: 15:06:43, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4650, top5_acc: 0.6980, loss_cls: 2.4349, loss: 2.4349, grad_norm: 2.6900 2020-10-10 07:30:54,326 - mmaction - INFO - Epoch [218][580/1413] lr: 3.371e-02, eta: 15:06:22, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4684, top5_acc: 0.6960, loss_cls: 2.4362, loss: 2.4362, grad_norm: 2.7164 2020-10-10 07:31:13,721 - mmaction - INFO - Epoch [218][600/1413] lr: 3.371e-02, eta: 15:06:02, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4628, top5_acc: 0.6918, loss_cls: 2.4533, loss: 2.4533, grad_norm: 2.7740 2020-10-10 07:31:33,079 - mmaction - INFO - Epoch [218][620/1413] lr: 3.371e-02, eta: 15:05:41, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4637, top5_acc: 0.6944, loss_cls: 2.4408, loss: 2.4408, grad_norm: 2.7302 2020-10-10 07:31:52,511 - mmaction - INFO - Epoch [218][640/1413] lr: 3.371e-02, eta: 15:05:21, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4706, top5_acc: 0.7023, loss_cls: 2.4270, loss: 2.4270, grad_norm: 2.7051 2020-10-10 07:32:11,950 - mmaction - INFO - Epoch [218][660/1413] lr: 3.371e-02, eta: 15:05:01, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4714, top5_acc: 0.6974, loss_cls: 2.4440, loss: 2.4440, grad_norm: 2.7411 2020-10-10 07:32:31,437 - mmaction - INFO - Epoch [218][680/1413] lr: 3.371e-02, eta: 15:04:40, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.4624, top5_acc: 0.6928, loss_cls: 2.4771, loss: 2.4771, grad_norm: 2.7571 2020-10-10 07:32:50,817 - mmaction - INFO - Epoch [218][700/1413] lr: 3.371e-02, eta: 15:04:20, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4714, top5_acc: 0.7038, loss_cls: 2.4183, loss: 2.4183, grad_norm: 2.7465 2020-10-10 07:33:10,223 - mmaction - INFO - Epoch [218][720/1413] lr: 3.371e-02, eta: 15:04:00, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4622, top5_acc: 0.6904, loss_cls: 2.4784, loss: 2.4784, grad_norm: 2.7254 2020-10-10 07:33:29,614 - mmaction - INFO - Epoch [218][740/1413] lr: 3.371e-02, eta: 15:03:39, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4654, top5_acc: 0.6984, loss_cls: 2.4585, loss: 2.4585, grad_norm: 2.7430 2020-10-10 07:33:49,006 - mmaction - INFO - Epoch [218][760/1413] lr: 3.371e-02, eta: 15:03:19, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4762, top5_acc: 0.7051, loss_cls: 2.4243, loss: 2.4243, grad_norm: 2.7268 2020-10-10 07:34:08,464 - mmaction - INFO - Epoch [218][780/1413] lr: 3.371e-02, eta: 15:02:59, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4609, top5_acc: 0.6911, loss_cls: 2.4769, loss: 2.4769, grad_norm: 2.7334 2020-10-10 07:34:27,873 - mmaction - INFO - Epoch [218][800/1413] lr: 3.371e-02, eta: 15:02:38, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4628, top5_acc: 0.7000, loss_cls: 2.4809, loss: 2.4809, grad_norm: 2.7683 2020-10-10 07:34:47,300 - mmaction - INFO - Epoch [218][820/1413] lr: 3.371e-02, eta: 15:02:18, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4685, top5_acc: 0.7005, loss_cls: 2.4265, loss: 2.4265, grad_norm: 2.7664 2020-10-10 07:35:06,705 - mmaction - INFO - Epoch [218][840/1413] lr: 3.371e-02, eta: 15:01:57, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4659, top5_acc: 0.6997, loss_cls: 2.4465, loss: 2.4465, grad_norm: 2.7549 2020-10-10 07:35:26,082 - mmaction - INFO - Epoch [218][860/1413] lr: 3.371e-02, eta: 15:01:37, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4556, top5_acc: 0.6967, loss_cls: 2.4758, loss: 2.4758, grad_norm: 2.7334 2020-10-10 07:35:45,461 - mmaction - INFO - Epoch [218][880/1413] lr: 3.371e-02, eta: 15:01:17, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4686, top5_acc: 0.7059, loss_cls: 2.4296, loss: 2.4296, grad_norm: 2.6800 2020-10-10 07:36:04,857 - mmaction - INFO - Epoch [218][900/1413] lr: 3.371e-02, eta: 15:00:56, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4604, top5_acc: 0.6888, loss_cls: 2.4766, loss: 2.4766, grad_norm: 2.7137 2020-10-10 07:36:24,253 - mmaction - INFO - Epoch [218][920/1413] lr: 3.371e-02, eta: 15:00:36, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4727, top5_acc: 0.6958, loss_cls: 2.4367, loss: 2.4367, grad_norm: 2.7138 2020-10-10 07:36:43,645 - mmaction - INFO - Epoch [218][940/1413] lr: 3.371e-02, eta: 15:00:16, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4682, top5_acc: 0.7012, loss_cls: 2.4456, loss: 2.4456, grad_norm: 2.7453 2020-10-10 07:37:03,010 - mmaction - INFO - Epoch [218][960/1413] lr: 3.371e-02, eta: 14:59:55, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4615, top5_acc: 0.7013, loss_cls: 2.4392, loss: 2.4392, grad_norm: 2.7455 2020-10-10 07:37:22,442 - mmaction - INFO - Epoch [218][980/1413] lr: 3.371e-02, eta: 14:59:35, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4660, top5_acc: 0.6967, loss_cls: 2.4556, loss: 2.4556, grad_norm: 2.6873 2020-10-10 07:37:41,877 - mmaction - INFO - Epoch [218][1000/1413] lr: 3.371e-02, eta: 14:59:15, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4701, top5_acc: 0.7001, loss_cls: 2.4417, loss: 2.4417, grad_norm: 2.7534 2020-10-10 07:38:01,243 - mmaction - INFO - Epoch [218][1020/1413] lr: 3.371e-02, eta: 14:58:54, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4793, top5_acc: 0.7051, loss_cls: 2.4076, loss: 2.4076, grad_norm: 2.6957 2020-10-10 07:38:20,671 - mmaction - INFO - Epoch [218][1040/1413] lr: 3.371e-02, eta: 14:58:34, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4760, top5_acc: 0.7004, loss_cls: 2.4282, loss: 2.4282, grad_norm: 2.7052 2020-10-10 07:38:40,014 - mmaction - INFO - Epoch [218][1060/1413] lr: 3.371e-02, eta: 14:58:13, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4592, top5_acc: 0.6932, loss_cls: 2.4889, loss: 2.4889, grad_norm: 2.7723 2020-10-10 07:38:59,420 - mmaction - INFO - Epoch [218][1080/1413] lr: 3.371e-02, eta: 14:57:53, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4740, top5_acc: 0.6948, loss_cls: 2.4340, loss: 2.4340, grad_norm: 2.6664 2020-10-10 07:39:18,828 - mmaction - INFO - Epoch [218][1100/1413] lr: 3.371e-02, eta: 14:57:33, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4603, top5_acc: 0.6945, loss_cls: 2.4621, loss: 2.4621, grad_norm: 2.7148 2020-10-10 07:39:38,249 - mmaction - INFO - Epoch [218][1120/1413] lr: 3.371e-02, eta: 14:57:12, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4634, top5_acc: 0.7004, loss_cls: 2.4557, loss: 2.4557, grad_norm: 2.7427 2020-10-10 07:39:57,671 - mmaction - INFO - Epoch [218][1140/1413] lr: 3.371e-02, eta: 14:56:52, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4772, top5_acc: 0.6996, loss_cls: 2.4322, loss: 2.4322, grad_norm: 2.7911 2020-10-10 07:40:17,090 - mmaction - INFO - Epoch [218][1160/1413] lr: 3.371e-02, eta: 14:56:32, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4688, top5_acc: 0.7003, loss_cls: 2.4511, loss: 2.4511, grad_norm: 2.7263 2020-10-10 07:40:36,387 - mmaction - INFO - Epoch [218][1180/1413] lr: 3.371e-02, eta: 14:56:11, time: 0.964, data_time: 0.002, memory: 8482, top1_acc: 0.4625, top5_acc: 0.7061, loss_cls: 2.4411, loss: 2.4411, grad_norm: 2.7460 2020-10-10 07:40:55,726 - mmaction - INFO - Epoch [218][1200/1413] lr: 3.371e-02, eta: 14:55:51, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4590, top5_acc: 0.6921, loss_cls: 2.4871, loss: 2.4871, grad_norm: 2.7712 2020-10-10 07:41:15,128 - mmaction - INFO - Epoch [218][1220/1413] lr: 3.371e-02, eta: 14:55:30, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4629, top5_acc: 0.7013, loss_cls: 2.4595, loss: 2.4595, grad_norm: 2.7466 2020-10-10 07:41:34,554 - mmaction - INFO - Epoch [218][1240/1413] lr: 3.371e-02, eta: 14:55:10, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4681, top5_acc: 0.6982, loss_cls: 2.4513, loss: 2.4513, grad_norm: 2.7947 2020-10-10 07:41:53,945 - mmaction - INFO - Epoch [218][1260/1413] lr: 3.371e-02, eta: 14:54:50, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4626, top5_acc: 0.6914, loss_cls: 2.4853, loss: 2.4853, grad_norm: 2.7334 2020-10-10 07:42:13,361 - mmaction - INFO - Epoch [218][1280/1413] lr: 3.371e-02, eta: 14:54:29, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4628, top5_acc: 0.6964, loss_cls: 2.4882, loss: 2.4882, grad_norm: 2.7154 2020-10-10 07:42:32,765 - mmaction - INFO - Epoch [218][1300/1413] lr: 3.371e-02, eta: 14:54:09, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4658, top5_acc: 0.6947, loss_cls: 2.4604, loss: 2.4604, grad_norm: 2.7686 2020-10-10 07:42:52,141 - mmaction - INFO - Epoch [218][1320/1413] lr: 3.371e-02, eta: 14:53:49, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4650, top5_acc: 0.6960, loss_cls: 2.4439, loss: 2.4439, grad_norm: 2.7323 2020-10-10 07:43:11,576 - mmaction - INFO - Epoch [218][1340/1413] lr: 3.371e-02, eta: 14:53:28, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4710, top5_acc: 0.6984, loss_cls: 2.4391, loss: 2.4391, grad_norm: 2.7468 2020-10-10 07:43:31,007 - mmaction - INFO - Epoch [218][1360/1413] lr: 3.371e-02, eta: 14:53:08, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4642, top5_acc: 0.6992, loss_cls: 2.4586, loss: 2.4586, grad_norm: 2.7278 2020-10-10 07:43:50,406 - mmaction - INFO - Epoch [218][1380/1413] lr: 3.371e-02, eta: 14:52:48, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4682, top5_acc: 0.6975, loss_cls: 2.4454, loss: 2.4454, grad_norm: 2.7098 2020-10-10 07:44:09,808 - mmaction - INFO - Epoch [218][1400/1413] lr: 3.371e-02, eta: 14:52:27, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4637, top5_acc: 0.6915, loss_cls: 2.4808, loss: 2.4808, grad_norm: 2.7655 2020-10-10 07:45:12,867 - mmaction - INFO - Epoch [219][20/1413] lr: 3.203e-02, eta: 14:52:07, time: 2.502, data_time: 1.511, memory: 8482, top1_acc: 0.4712, top5_acc: 0.7029, loss_cls: 2.4334, loss: 2.4334, grad_norm: 2.7584 2020-10-10 07:45:32,179 - mmaction - INFO - Epoch [219][40/1413] lr: 3.203e-02, eta: 14:51:47, time: 0.965, data_time: 0.003, memory: 8482, top1_acc: 0.4715, top5_acc: 0.6960, loss_cls: 2.4221, loss: 2.4221, grad_norm: 2.6905 2020-10-10 07:45:51,557 - mmaction - INFO - Epoch [219][60/1413] lr: 3.203e-02, eta: 14:51:27, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4742, top5_acc: 0.7020, loss_cls: 2.4097, loss: 2.4097, grad_norm: 2.7249 2020-10-10 07:46:10,884 - mmaction - INFO - Epoch [219][80/1413] lr: 3.203e-02, eta: 14:51:06, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4710, top5_acc: 0.7081, loss_cls: 2.4019, loss: 2.4019, grad_norm: 2.7407 2020-10-10 07:46:30,301 - mmaction - INFO - Epoch [219][100/1413] lr: 3.203e-02, eta: 14:50:46, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4617, top5_acc: 0.7031, loss_cls: 2.4466, loss: 2.4466, grad_norm: 2.7831 2020-10-10 07:46:49,646 - mmaction - INFO - Epoch [219][120/1413] lr: 3.203e-02, eta: 14:50:25, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4665, top5_acc: 0.6974, loss_cls: 2.4540, loss: 2.4540, grad_norm: 2.7495 2020-10-10 07:47:09,058 - mmaction - INFO - Epoch [219][140/1413] lr: 3.203e-02, eta: 14:50:05, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4702, top5_acc: 0.7115, loss_cls: 2.3908, loss: 2.3908, grad_norm: 2.7266 2020-10-10 07:47:28,423 - mmaction - INFO - Epoch [219][160/1413] lr: 3.203e-02, eta: 14:49:45, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4786, top5_acc: 0.7132, loss_cls: 2.3542, loss: 2.3542, grad_norm: 2.7342 2020-10-10 07:47:47,850 - mmaction - INFO - Epoch [219][180/1413] lr: 3.203e-02, eta: 14:49:24, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4809, top5_acc: 0.7185, loss_cls: 2.3523, loss: 2.3523, grad_norm: 2.7801 2020-10-10 07:48:07,268 - mmaction - INFO - Epoch [219][200/1413] lr: 3.203e-02, eta: 14:49:04, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4676, top5_acc: 0.6954, loss_cls: 2.4550, loss: 2.4550, grad_norm: 2.7410 2020-10-10 07:48:26,636 - mmaction - INFO - Epoch [219][220/1413] lr: 3.203e-02, eta: 14:48:44, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4598, top5_acc: 0.6918, loss_cls: 2.4660, loss: 2.4660, grad_norm: 2.8132 2020-10-10 07:48:46,041 - mmaction - INFO - Epoch [219][240/1413] lr: 3.203e-02, eta: 14:48:23, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4685, top5_acc: 0.7005, loss_cls: 2.4436, loss: 2.4436, grad_norm: 2.7376 2020-10-10 07:49:05,424 - mmaction - INFO - Epoch [219][260/1413] lr: 3.203e-02, eta: 14:48:03, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4678, top5_acc: 0.7026, loss_cls: 2.4274, loss: 2.4274, grad_norm: 2.7841 2020-10-10 07:49:24,756 - mmaction - INFO - Epoch [219][280/1413] lr: 3.203e-02, eta: 14:47:43, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4758, top5_acc: 0.7035, loss_cls: 2.4240, loss: 2.4240, grad_norm: 2.7639 2020-10-10 07:49:44,129 - mmaction - INFO - Epoch [219][300/1413] lr: 3.203e-02, eta: 14:47:22, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4632, top5_acc: 0.7017, loss_cls: 2.4448, loss: 2.4448, grad_norm: 2.7562 2020-10-10 07:50:03,550 - mmaction - INFO - Epoch [219][320/1413] lr: 3.203e-02, eta: 14:47:02, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4734, top5_acc: 0.7029, loss_cls: 2.4099, loss: 2.4099, grad_norm: 2.7687 2020-10-10 07:50:22,938 - mmaction - INFO - Epoch [219][340/1413] lr: 3.203e-02, eta: 14:46:42, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4824, top5_acc: 0.7117, loss_cls: 2.3802, loss: 2.3802, grad_norm: 2.7202 2020-10-10 07:50:42,369 - mmaction - INFO - Epoch [219][360/1413] lr: 3.203e-02, eta: 14:46:21, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4652, top5_acc: 0.7027, loss_cls: 2.4328, loss: 2.4328, grad_norm: 2.7409 2020-10-10 07:51:01,810 - mmaction - INFO - Epoch [219][380/1413] lr: 3.203e-02, eta: 14:46:01, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4740, top5_acc: 0.7096, loss_cls: 2.3974, loss: 2.3974, grad_norm: 2.7750 2020-10-10 07:51:21,163 - mmaction - INFO - Epoch [219][400/1413] lr: 3.203e-02, eta: 14:45:40, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4794, top5_acc: 0.7074, loss_cls: 2.3918, loss: 2.3918, grad_norm: 2.7371 2020-10-10 07:51:40,529 - mmaction - INFO - Epoch [219][420/1413] lr: 3.203e-02, eta: 14:45:20, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4754, top5_acc: 0.7026, loss_cls: 2.4283, loss: 2.4283, grad_norm: 2.7184 2020-10-10 07:51:59,950 - mmaction - INFO - Epoch [219][440/1413] lr: 3.203e-02, eta: 14:45:00, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4777, top5_acc: 0.7074, loss_cls: 2.4071, loss: 2.4071, grad_norm: 2.7451 2020-10-10 07:52:19,368 - mmaction - INFO - Epoch [219][460/1413] lr: 3.203e-02, eta: 14:44:39, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4678, top5_acc: 0.6997, loss_cls: 2.4372, loss: 2.4372, grad_norm: 2.7773 2020-10-10 07:52:38,731 - mmaction - INFO - Epoch [219][480/1413] lr: 3.203e-02, eta: 14:44:19, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4673, top5_acc: 0.6969, loss_cls: 2.4425, loss: 2.4425, grad_norm: 2.7866 2020-10-10 07:52:58,128 - mmaction - INFO - Epoch [219][500/1413] lr: 3.203e-02, eta: 14:43:59, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4776, top5_acc: 0.7021, loss_cls: 2.4164, loss: 2.4164, grad_norm: 2.7186 2020-10-10 07:53:17,495 - mmaction - INFO - Epoch [219][520/1413] lr: 3.203e-02, eta: 14:43:38, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4784, top5_acc: 0.7049, loss_cls: 2.3753, loss: 2.3753, grad_norm: 2.7488 2020-10-10 07:53:36,845 - mmaction - INFO - Epoch [219][540/1413] lr: 3.203e-02, eta: 14:43:18, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4648, top5_acc: 0.6970, loss_cls: 2.4513, loss: 2.4513, grad_norm: 2.7644 2020-10-10 07:53:56,242 - mmaction - INFO - Epoch [219][560/1413] lr: 3.203e-02, eta: 14:42:58, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4797, top5_acc: 0.7079, loss_cls: 2.3827, loss: 2.3827, grad_norm: 2.7386 2020-10-10 07:54:15,654 - mmaction - INFO - Epoch [219][580/1413] lr: 3.203e-02, eta: 14:42:37, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4729, top5_acc: 0.7044, loss_cls: 2.4039, loss: 2.4039, grad_norm: 2.7536 2020-10-10 07:54:35,045 - mmaction - INFO - Epoch [219][600/1413] lr: 3.203e-02, eta: 14:42:17, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4674, top5_acc: 0.6990, loss_cls: 2.4469, loss: 2.4469, grad_norm: 2.7785 2020-10-10 07:54:54,430 - mmaction - INFO - Epoch [219][620/1413] lr: 3.203e-02, eta: 14:41:57, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4637, top5_acc: 0.6996, loss_cls: 2.4599, loss: 2.4599, grad_norm: 2.7853 2020-10-10 07:55:13,810 - mmaction - INFO - Epoch [219][640/1413] lr: 3.203e-02, eta: 14:41:36, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4725, top5_acc: 0.6947, loss_cls: 2.4540, loss: 2.4540, grad_norm: 2.7673 2020-10-10 07:55:33,257 - mmaction - INFO - Epoch [219][660/1413] lr: 3.203e-02, eta: 14:41:16, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4681, top5_acc: 0.7055, loss_cls: 2.4116, loss: 2.4116, grad_norm: 2.7581 2020-10-10 07:55:52,639 - mmaction - INFO - Epoch [219][680/1413] lr: 3.203e-02, eta: 14:40:56, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4784, top5_acc: 0.7108, loss_cls: 2.3873, loss: 2.3873, grad_norm: 2.7335 2020-10-10 07:56:12,070 - mmaction - INFO - Epoch [219][700/1413] lr: 3.203e-02, eta: 14:40:35, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4686, top5_acc: 0.6969, loss_cls: 2.4649, loss: 2.4649, grad_norm: 2.7726 2020-10-10 07:56:31,510 - mmaction - INFO - Epoch [219][720/1413] lr: 3.203e-02, eta: 14:40:15, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.4704, top5_acc: 0.6915, loss_cls: 2.4603, loss: 2.4603, grad_norm: 2.8331 2020-10-10 07:56:50,912 - mmaction - INFO - Epoch [219][740/1413] lr: 3.203e-02, eta: 14:39:55, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4686, top5_acc: 0.7005, loss_cls: 2.4375, loss: 2.4375, grad_norm: 2.7474 2020-10-10 07:57:10,306 - mmaction - INFO - Epoch [219][760/1413] lr: 3.203e-02, eta: 14:39:34, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4697, top5_acc: 0.6995, loss_cls: 2.4382, loss: 2.4382, grad_norm: 2.8083 2020-10-10 07:57:29,695 - mmaction - INFO - Epoch [219][780/1413] lr: 3.203e-02, eta: 14:39:14, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4716, top5_acc: 0.6979, loss_cls: 2.4314, loss: 2.4314, grad_norm: 2.7643 2020-10-10 07:57:49,069 - mmaction - INFO - Epoch [219][800/1413] lr: 3.203e-02, eta: 14:38:54, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4704, top5_acc: 0.7031, loss_cls: 2.4421, loss: 2.4421, grad_norm: 2.7773 2020-10-10 07:58:08,479 - mmaction - INFO - Epoch [219][820/1413] lr: 3.203e-02, eta: 14:38:33, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4724, top5_acc: 0.6996, loss_cls: 2.4293, loss: 2.4293, grad_norm: 2.7419 2020-10-10 07:58:27,873 - mmaction - INFO - Epoch [219][840/1413] lr: 3.203e-02, eta: 14:38:13, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4701, top5_acc: 0.7047, loss_cls: 2.4180, loss: 2.4180, grad_norm: 2.7546 2020-10-10 07:58:47,251 - mmaction - INFO - Epoch [219][860/1413] lr: 3.203e-02, eta: 14:37:52, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4751, top5_acc: 0.7113, loss_cls: 2.3948, loss: 2.3948, grad_norm: 2.7539 2020-10-10 07:59:06,673 - mmaction - INFO - Epoch [219][880/1413] lr: 3.203e-02, eta: 14:37:32, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4648, top5_acc: 0.6995, loss_cls: 2.4427, loss: 2.4427, grad_norm: 2.7764 2020-10-10 07:59:26,071 - mmaction - INFO - Epoch [219][900/1413] lr: 3.203e-02, eta: 14:37:12, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4704, top5_acc: 0.6987, loss_cls: 2.4207, loss: 2.4207, grad_norm: 2.7851 2020-10-10 07:59:45,492 - mmaction - INFO - Epoch [219][920/1413] lr: 3.203e-02, eta: 14:36:51, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4663, top5_acc: 0.6986, loss_cls: 2.4633, loss: 2.4633, grad_norm: 2.7879 2020-10-10 08:00:05,940 - mmaction - INFO - Epoch [219][940/1413] lr: 3.203e-02, eta: 14:36:32, time: 1.020, data_time: 0.003, memory: 8482, top1_acc: 0.4693, top5_acc: 0.7085, loss_cls: 2.4130, loss: 2.4130, grad_norm: 2.7844 2020-10-10 08:00:25,419 - mmaction - INFO - Epoch [219][960/1413] lr: 3.203e-02, eta: 14:36:12, time: 0.978, data_time: 0.006, memory: 8482, top1_acc: 0.4807, top5_acc: 0.7134, loss_cls: 2.3726, loss: 2.3726, grad_norm: 2.7962 2020-10-10 08:00:44,798 - mmaction - INFO - Epoch [219][980/1413] lr: 3.203e-02, eta: 14:35:51, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4771, top5_acc: 0.7057, loss_cls: 2.3845, loss: 2.3845, grad_norm: 2.7357 2020-10-10 08:01:04,214 - mmaction - INFO - Epoch [219][1000/1413] lr: 3.203e-02, eta: 14:35:31, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4732, top5_acc: 0.7030, loss_cls: 2.4237, loss: 2.4237, grad_norm: 2.7810 2020-10-10 08:01:23,675 - mmaction - INFO - Epoch [219][1020/1413] lr: 3.203e-02, eta: 14:35:11, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4669, top5_acc: 0.6936, loss_cls: 2.4632, loss: 2.4632, grad_norm: 2.7940 2020-10-10 08:01:43,133 - mmaction - INFO - Epoch [219][1040/1413] lr: 3.203e-02, eta: 14:34:50, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4648, top5_acc: 0.7042, loss_cls: 2.4283, loss: 2.4283, grad_norm: 2.7781 2020-10-10 08:02:02,526 - mmaction - INFO - Epoch [219][1060/1413] lr: 3.203e-02, eta: 14:34:30, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4592, top5_acc: 0.6882, loss_cls: 2.4947, loss: 2.4947, grad_norm: 2.8003 2020-10-10 08:02:22,015 - mmaction - INFO - Epoch [219][1080/1413] lr: 3.203e-02, eta: 14:34:10, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.4671, top5_acc: 0.6944, loss_cls: 2.4624, loss: 2.4624, grad_norm: 2.8098 2020-10-10 08:02:41,356 - mmaction - INFO - Epoch [219][1100/1413] lr: 3.203e-02, eta: 14:33:49, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4650, top5_acc: 0.6986, loss_cls: 2.4371, loss: 2.4371, grad_norm: 2.7708 2020-10-10 08:03:00,827 - mmaction - INFO - Epoch [219][1120/1413] lr: 3.203e-02, eta: 14:33:29, time: 0.974, data_time: 0.003, memory: 8482, top1_acc: 0.4701, top5_acc: 0.6971, loss_cls: 2.4469, loss: 2.4469, grad_norm: 2.7757 2020-10-10 08:03:20,160 - mmaction - INFO - Epoch [219][1140/1413] lr: 3.203e-02, eta: 14:33:09, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4543, top5_acc: 0.6937, loss_cls: 2.4650, loss: 2.4650, grad_norm: 2.8029 2020-10-10 08:03:39,502 - mmaction - INFO - Epoch [219][1160/1413] lr: 3.203e-02, eta: 14:32:48, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4681, top5_acc: 0.6965, loss_cls: 2.4827, loss: 2.4827, grad_norm: 2.8136 2020-10-10 08:03:58,827 - mmaction - INFO - Epoch [219][1180/1413] lr: 3.203e-02, eta: 14:32:28, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4635, top5_acc: 0.6936, loss_cls: 2.4693, loss: 2.4693, grad_norm: 2.8077 2020-10-10 08:04:18,170 - mmaction - INFO - Epoch [219][1200/1413] lr: 3.203e-02, eta: 14:32:08, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4672, top5_acc: 0.6966, loss_cls: 2.4516, loss: 2.4516, grad_norm: 2.8055 2020-10-10 08:04:37,477 - mmaction - INFO - Epoch [219][1220/1413] lr: 3.203e-02, eta: 14:31:47, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4684, top5_acc: 0.7053, loss_cls: 2.4128, loss: 2.4128, grad_norm: 2.7625 2020-10-10 08:04:56,864 - mmaction - INFO - Epoch [219][1240/1413] lr: 3.203e-02, eta: 14:31:27, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4676, top5_acc: 0.7055, loss_cls: 2.4230, loss: 2.4230, grad_norm: 2.7927 2020-10-10 08:05:16,304 - mmaction - INFO - Epoch [219][1260/1413] lr: 3.203e-02, eta: 14:31:07, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4676, top5_acc: 0.7010, loss_cls: 2.4181, loss: 2.4181, grad_norm: 2.7658 2020-10-10 08:05:35,647 - mmaction - INFO - Epoch [219][1280/1413] lr: 3.203e-02, eta: 14:30:46, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4733, top5_acc: 0.6952, loss_cls: 2.4556, loss: 2.4556, grad_norm: 2.7650 2020-10-10 08:05:55,059 - mmaction - INFO - Epoch [219][1300/1413] lr: 3.203e-02, eta: 14:30:26, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4727, top5_acc: 0.7044, loss_cls: 2.4218, loss: 2.4218, grad_norm: 2.7926 2020-10-10 08:06:14,484 - mmaction - INFO - Epoch [219][1320/1413] lr: 3.203e-02, eta: 14:30:06, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4697, top5_acc: 0.7051, loss_cls: 2.4246, loss: 2.4246, grad_norm: 2.8016 2020-10-10 08:06:33,920 - mmaction - INFO - Epoch [219][1340/1413] lr: 3.203e-02, eta: 14:29:45, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4708, top5_acc: 0.7039, loss_cls: 2.4333, loss: 2.4333, grad_norm: 2.8235 2020-10-10 08:06:53,312 - mmaction - INFO - Epoch [219][1360/1413] lr: 3.203e-02, eta: 14:29:25, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4582, top5_acc: 0.6953, loss_cls: 2.4627, loss: 2.4627, grad_norm: 2.8199 2020-10-10 08:07:12,741 - mmaction - INFO - Epoch [219][1380/1413] lr: 3.203e-02, eta: 14:29:05, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4598, top5_acc: 0.6992, loss_cls: 2.4456, loss: 2.4456, grad_norm: 2.7952 2020-10-10 08:07:32,084 - mmaction - INFO - Epoch [219][1400/1413] lr: 3.203e-02, eta: 14:28:44, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4660, top5_acc: 0.6974, loss_cls: 2.4468, loss: 2.4468, grad_norm: 2.8383 2020-10-10 08:08:41,795 - mmaction - INFO - Epoch [220][20/1413] lr: 3.040e-02, eta: 14:28:28, time: 2.769, data_time: 1.528, memory: 8482, top1_acc: 0.4672, top5_acc: 0.7053, loss_cls: 2.3896, loss: 2.3896, grad_norm: 2.7611 2020-10-10 08:09:01,074 - mmaction - INFO - Epoch [220][40/1413] lr: 3.040e-02, eta: 14:28:07, time: 0.964, data_time: 0.002, memory: 8482, top1_acc: 0.4790, top5_acc: 0.7012, loss_cls: 2.4166, loss: 2.4166, grad_norm: 2.7696 2020-10-10 08:09:20,414 - mmaction - INFO - Epoch [220][60/1413] lr: 3.040e-02, eta: 14:27:47, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.4823, top5_acc: 0.7069, loss_cls: 2.3754, loss: 2.3754, grad_norm: 2.7451 2020-10-10 08:09:39,749 - mmaction - INFO - Epoch [220][80/1413] lr: 3.040e-02, eta: 14:27:27, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4727, top5_acc: 0.7074, loss_cls: 2.3986, loss: 2.3986, grad_norm: 2.7929 2020-10-10 08:09:59,120 - mmaction - INFO - Epoch [220][100/1413] lr: 3.040e-02, eta: 14:27:06, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4736, top5_acc: 0.7026, loss_cls: 2.4017, loss: 2.4017, grad_norm: 2.7705 2020-10-10 08:10:18,533 - mmaction - INFO - Epoch [220][120/1413] lr: 3.040e-02, eta: 14:26:46, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4737, top5_acc: 0.7092, loss_cls: 2.3936, loss: 2.3936, grad_norm: 2.7797 2020-10-10 08:10:37,927 - mmaction - INFO - Epoch [220][140/1413] lr: 3.040e-02, eta: 14:26:26, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4750, top5_acc: 0.7077, loss_cls: 2.4007, loss: 2.4007, grad_norm: 2.7864 2020-10-10 08:10:57,299 - mmaction - INFO - Epoch [220][160/1413] lr: 3.040e-02, eta: 14:26:05, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4688, top5_acc: 0.6999, loss_cls: 2.4159, loss: 2.4159, grad_norm: 2.7682 2020-10-10 08:11:16,654 - mmaction - INFO - Epoch [220][180/1413] lr: 3.040e-02, eta: 14:25:45, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4702, top5_acc: 0.7056, loss_cls: 2.4157, loss: 2.4157, grad_norm: 2.7994 2020-10-10 08:11:36,045 - mmaction - INFO - Epoch [220][200/1413] lr: 3.040e-02, eta: 14:25:24, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4794, top5_acc: 0.7126, loss_cls: 2.3731, loss: 2.3731, grad_norm: 2.7769 2020-10-10 08:11:55,456 - mmaction - INFO - Epoch [220][220/1413] lr: 3.040e-02, eta: 14:25:04, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4719, top5_acc: 0.7022, loss_cls: 2.4354, loss: 2.4354, grad_norm: 2.7941 2020-10-10 08:12:14,783 - mmaction - INFO - Epoch [220][240/1413] lr: 3.040e-02, eta: 14:24:44, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4707, top5_acc: 0.6973, loss_cls: 2.4346, loss: 2.4346, grad_norm: 2.7842 2020-10-10 08:12:34,153 - mmaction - INFO - Epoch [220][260/1413] lr: 3.040e-02, eta: 14:24:23, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4763, top5_acc: 0.7023, loss_cls: 2.3968, loss: 2.3968, grad_norm: 2.7812 2020-10-10 08:12:53,578 - mmaction - INFO - Epoch [220][280/1413] lr: 3.040e-02, eta: 14:24:03, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4633, top5_acc: 0.6975, loss_cls: 2.4433, loss: 2.4433, grad_norm: 2.8465 2020-10-10 08:13:13,003 - mmaction - INFO - Epoch [220][300/1413] lr: 3.040e-02, eta: 14:23:43, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.4736, top5_acc: 0.6986, loss_cls: 2.4255, loss: 2.4255, grad_norm: 2.7781 2020-10-10 08:13:32,377 - mmaction - INFO - Epoch [220][320/1413] lr: 3.040e-02, eta: 14:23:22, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4784, top5_acc: 0.7025, loss_cls: 2.4134, loss: 2.4134, grad_norm: 2.8161 2020-10-10 08:13:51,734 - mmaction - INFO - Epoch [220][340/1413] lr: 3.040e-02, eta: 14:23:02, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4826, top5_acc: 0.7121, loss_cls: 2.3504, loss: 2.3504, grad_norm: 2.7792 2020-10-10 08:14:11,110 - mmaction - INFO - Epoch [220][360/1413] lr: 3.040e-02, eta: 14:22:42, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4850, top5_acc: 0.7112, loss_cls: 2.3680, loss: 2.3680, grad_norm: 2.7784 2020-10-10 08:14:30,456 - mmaction - INFO - Epoch [220][380/1413] lr: 3.040e-02, eta: 14:22:21, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.4681, top5_acc: 0.6975, loss_cls: 2.4501, loss: 2.4501, grad_norm: 2.8147 2020-10-10 08:14:49,832 - mmaction - INFO - Epoch [220][400/1413] lr: 3.040e-02, eta: 14:22:01, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4711, top5_acc: 0.7004, loss_cls: 2.4356, loss: 2.4356, grad_norm: 2.8546 2020-10-10 08:15:09,222 - mmaction - INFO - Epoch [220][420/1413] lr: 3.040e-02, eta: 14:21:41, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4783, top5_acc: 0.7012, loss_cls: 2.3771, loss: 2.3771, grad_norm: 2.7580 2020-10-10 08:15:28,664 - mmaction - INFO - Epoch [220][440/1413] lr: 3.040e-02, eta: 14:21:20, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4802, top5_acc: 0.7129, loss_cls: 2.3737, loss: 2.3737, grad_norm: 2.8023 2020-10-10 08:15:48,059 - mmaction - INFO - Epoch [220][460/1413] lr: 3.040e-02, eta: 14:21:00, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4708, top5_acc: 0.7027, loss_cls: 2.4224, loss: 2.4224, grad_norm: 2.8561 2020-10-10 08:16:07,441 - mmaction - INFO - Epoch [220][480/1413] lr: 3.040e-02, eta: 14:20:40, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4807, top5_acc: 0.7048, loss_cls: 2.3916, loss: 2.3916, grad_norm: 2.7876 2020-10-10 08:16:26,820 - mmaction - INFO - Epoch [220][500/1413] lr: 3.040e-02, eta: 14:20:19, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4676, top5_acc: 0.7051, loss_cls: 2.4208, loss: 2.4208, grad_norm: 2.7906 2020-10-10 08:16:46,252 - mmaction - INFO - Epoch [220][520/1413] lr: 3.040e-02, eta: 14:19:59, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4793, top5_acc: 0.7039, loss_cls: 2.4009, loss: 2.4009, grad_norm: 2.7759 2020-10-10 08:17:05,667 - mmaction - INFO - Epoch [220][540/1413] lr: 3.040e-02, eta: 14:19:39, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4914, top5_acc: 0.7100, loss_cls: 2.3633, loss: 2.3633, grad_norm: 2.8280 2020-10-10 08:17:25,111 - mmaction - INFO - Epoch [220][560/1413] lr: 3.040e-02, eta: 14:19:19, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4831, top5_acc: 0.7089, loss_cls: 2.3944, loss: 2.3944, grad_norm: 2.8040 2020-10-10 08:17:44,435 - mmaction - INFO - Epoch [220][580/1413] lr: 3.040e-02, eta: 14:18:58, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4758, top5_acc: 0.7095, loss_cls: 2.3945, loss: 2.3945, grad_norm: 2.8149 2020-10-10 08:18:03,785 - mmaction - INFO - Epoch [220][600/1413] lr: 3.040e-02, eta: 14:18:38, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4695, top5_acc: 0.7039, loss_cls: 2.4379, loss: 2.4379, grad_norm: 2.8158 2020-10-10 08:18:23,217 - mmaction - INFO - Epoch [220][620/1413] lr: 3.040e-02, eta: 14:18:18, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4809, top5_acc: 0.7176, loss_cls: 2.3617, loss: 2.3617, grad_norm: 2.7961 2020-10-10 08:18:42,644 - mmaction - INFO - Epoch [220][640/1413] lr: 3.040e-02, eta: 14:17:57, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4770, top5_acc: 0.7038, loss_cls: 2.4169, loss: 2.4169, grad_norm: 2.7900 2020-10-10 08:19:02,036 - mmaction - INFO - Epoch [220][660/1413] lr: 3.040e-02, eta: 14:17:37, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4676, top5_acc: 0.7044, loss_cls: 2.4355, loss: 2.4355, grad_norm: 2.7811 2020-10-10 08:19:21,439 - mmaction - INFO - Epoch [220][680/1413] lr: 3.040e-02, eta: 14:17:17, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4753, top5_acc: 0.7078, loss_cls: 2.3986, loss: 2.3986, grad_norm: 2.8309 2020-10-10 08:19:40,840 - mmaction - INFO - Epoch [220][700/1413] lr: 3.040e-02, eta: 14:16:56, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4759, top5_acc: 0.7010, loss_cls: 2.4212, loss: 2.4212, grad_norm: 2.8325 2020-10-10 08:20:00,205 - mmaction - INFO - Epoch [220][720/1413] lr: 3.040e-02, eta: 14:16:36, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4704, top5_acc: 0.6921, loss_cls: 2.4482, loss: 2.4482, grad_norm: 2.8110 2020-10-10 08:20:19,622 - mmaction - INFO - Epoch [220][740/1413] lr: 3.040e-02, eta: 14:16:16, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4755, top5_acc: 0.7118, loss_cls: 2.4057, loss: 2.4057, grad_norm: 2.7985 2020-10-10 08:20:39,037 - mmaction - INFO - Epoch [220][760/1413] lr: 3.040e-02, eta: 14:15:55, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4710, top5_acc: 0.6975, loss_cls: 2.4206, loss: 2.4206, grad_norm: 2.8040 2020-10-10 08:20:58,393 - mmaction - INFO - Epoch [220][780/1413] lr: 3.040e-02, eta: 14:15:35, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4736, top5_acc: 0.7047, loss_cls: 2.4243, loss: 2.4243, grad_norm: 2.8172 2020-10-10 08:21:17,775 - mmaction - INFO - Epoch [220][800/1413] lr: 3.040e-02, eta: 14:15:15, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4753, top5_acc: 0.7026, loss_cls: 2.4147, loss: 2.4147, grad_norm: 2.7900 2020-10-10 08:21:37,096 - mmaction - INFO - Epoch [220][820/1413] lr: 3.040e-02, eta: 14:14:54, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4677, top5_acc: 0.7068, loss_cls: 2.4147, loss: 2.4147, grad_norm: 2.7943 2020-10-10 08:21:56,483 - mmaction - INFO - Epoch [220][840/1413] lr: 3.040e-02, eta: 14:14:34, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4775, top5_acc: 0.7023, loss_cls: 2.4042, loss: 2.4042, grad_norm: 2.8020 2020-10-10 08:22:15,894 - mmaction - INFO - Epoch [220][860/1413] lr: 3.040e-02, eta: 14:14:14, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4766, top5_acc: 0.7111, loss_cls: 2.3946, loss: 2.3946, grad_norm: 2.7520 2020-10-10 08:22:35,336 - mmaction - INFO - Epoch [220][880/1413] lr: 3.040e-02, eta: 14:13:53, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4685, top5_acc: 0.7052, loss_cls: 2.4174, loss: 2.4174, grad_norm: 2.8421 2020-10-10 08:22:54,769 - mmaction - INFO - Epoch [220][900/1413] lr: 3.040e-02, eta: 14:13:33, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4673, top5_acc: 0.6980, loss_cls: 2.4246, loss: 2.4246, grad_norm: 2.7928 2020-10-10 08:23:14,168 - mmaction - INFO - Epoch [220][920/1413] lr: 3.040e-02, eta: 14:13:13, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4632, top5_acc: 0.6927, loss_cls: 2.4735, loss: 2.4735, grad_norm: 2.8145 2020-10-10 08:23:33,549 - mmaction - INFO - Epoch [220][940/1413] lr: 3.040e-02, eta: 14:12:52, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4798, top5_acc: 0.7063, loss_cls: 2.3962, loss: 2.3962, grad_norm: 2.8163 2020-10-10 08:23:52,910 - mmaction - INFO - Epoch [220][960/1413] lr: 3.040e-02, eta: 14:12:32, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4790, top5_acc: 0.7064, loss_cls: 2.3992, loss: 2.3992, grad_norm: 2.8184 2020-10-10 08:24:12,289 - mmaction - INFO - Epoch [220][980/1413] lr: 3.040e-02, eta: 14:12:12, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4846, top5_acc: 0.7130, loss_cls: 2.3534, loss: 2.3534, grad_norm: 2.7841 2020-10-10 08:24:31,689 - mmaction - INFO - Epoch [220][1000/1413] lr: 3.040e-02, eta: 14:11:51, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4758, top5_acc: 0.7128, loss_cls: 2.3920, loss: 2.3920, grad_norm: 2.8153 2020-10-10 08:24:51,105 - mmaction - INFO - Epoch [220][1020/1413] lr: 3.040e-02, eta: 14:11:31, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4673, top5_acc: 0.6977, loss_cls: 2.4516, loss: 2.4516, grad_norm: 2.8637 2020-10-10 08:25:10,531 - mmaction - INFO - Epoch [220][1040/1413] lr: 3.040e-02, eta: 14:11:11, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4732, top5_acc: 0.7043, loss_cls: 2.4054, loss: 2.4054, grad_norm: 2.8308 2020-10-10 08:25:29,923 - mmaction - INFO - Epoch [220][1060/1413] lr: 3.040e-02, eta: 14:10:51, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4671, top5_acc: 0.6952, loss_cls: 2.4570, loss: 2.4570, grad_norm: 2.8236 2020-10-10 08:25:49,354 - mmaction - INFO - Epoch [220][1080/1413] lr: 3.040e-02, eta: 14:10:30, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4772, top5_acc: 0.7094, loss_cls: 2.3966, loss: 2.3966, grad_norm: 2.7966 2020-10-10 08:26:08,741 - mmaction - INFO - Epoch [220][1100/1413] lr: 3.040e-02, eta: 14:10:10, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4796, top5_acc: 0.7176, loss_cls: 2.3474, loss: 2.3474, grad_norm: 2.8136 2020-10-10 08:26:28,217 - mmaction - INFO - Epoch [220][1120/1413] lr: 3.040e-02, eta: 14:09:50, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4818, top5_acc: 0.7029, loss_cls: 2.3966, loss: 2.3966, grad_norm: 2.8685 2020-10-10 08:26:47,655 - mmaction - INFO - Epoch [220][1140/1413] lr: 3.040e-02, eta: 14:09:29, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4632, top5_acc: 0.6999, loss_cls: 2.4248, loss: 2.4248, grad_norm: 2.8511 2020-10-10 08:27:07,021 - mmaction - INFO - Epoch [220][1160/1413] lr: 3.040e-02, eta: 14:09:09, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4738, top5_acc: 0.7009, loss_cls: 2.4341, loss: 2.4341, grad_norm: 2.8199 2020-10-10 08:27:26,433 - mmaction - INFO - Epoch [220][1180/1413] lr: 3.040e-02, eta: 14:08:49, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4694, top5_acc: 0.7004, loss_cls: 2.4400, loss: 2.4400, grad_norm: 2.8233 2020-10-10 08:27:45,806 - mmaction - INFO - Epoch [220][1200/1413] lr: 3.040e-02, eta: 14:08:28, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4663, top5_acc: 0.6979, loss_cls: 2.4398, loss: 2.4398, grad_norm: 2.8322 2020-10-10 08:28:05,176 - mmaction - INFO - Epoch [220][1220/1413] lr: 3.040e-02, eta: 14:08:08, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4707, top5_acc: 0.7007, loss_cls: 2.4317, loss: 2.4317, grad_norm: 2.7931 2020-10-10 08:28:24,550 - mmaction - INFO - Epoch [220][1240/1413] lr: 3.040e-02, eta: 14:07:48, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4698, top5_acc: 0.6978, loss_cls: 2.4421, loss: 2.4421, grad_norm: 2.8291 2020-10-10 08:28:43,981 - mmaction - INFO - Epoch [220][1260/1413] lr: 3.040e-02, eta: 14:07:28, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4760, top5_acc: 0.7030, loss_cls: 2.4156, loss: 2.4156, grad_norm: 2.8259 2020-10-10 08:29:03,355 - mmaction - INFO - Epoch [220][1280/1413] lr: 3.040e-02, eta: 14:07:07, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4702, top5_acc: 0.7056, loss_cls: 2.4207, loss: 2.4207, grad_norm: 2.8047 2020-10-10 08:29:22,759 - mmaction - INFO - Epoch [220][1300/1413] lr: 3.040e-02, eta: 14:06:47, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4736, top5_acc: 0.7055, loss_cls: 2.4062, loss: 2.4062, grad_norm: 2.7936 2020-10-10 08:29:42,182 - mmaction - INFO - Epoch [220][1320/1413] lr: 3.040e-02, eta: 14:06:27, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4717, top5_acc: 0.7022, loss_cls: 2.4189, loss: 2.4189, grad_norm: 2.8254 2020-10-10 08:30:01,624 - mmaction - INFO - Epoch [220][1340/1413] lr: 3.040e-02, eta: 14:06:06, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4669, top5_acc: 0.7077, loss_cls: 2.4314, loss: 2.4314, grad_norm: 2.8234 2020-10-10 08:30:21,014 - mmaction - INFO - Epoch [220][1360/1413] lr: 3.040e-02, eta: 14:05:46, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4768, top5_acc: 0.7025, loss_cls: 2.4193, loss: 2.4193, grad_norm: 2.8122 2020-10-10 08:30:40,397 - mmaction - INFO - Epoch [220][1380/1413] lr: 3.040e-02, eta: 14:05:26, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4697, top5_acc: 0.7013, loss_cls: 2.4390, loss: 2.4390, grad_norm: 2.8335 2020-10-10 08:30:59,835 - mmaction - INFO - Epoch [220][1400/1413] lr: 3.040e-02, eta: 14:05:05, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4656, top5_acc: 0.7016, loss_cls: 2.4323, loss: 2.4323, grad_norm: 2.8548 2020-10-10 08:32:03,834 - mmaction - INFO - Epoch [221][20/1413] lr: 2.880e-02, eta: 14:04:45, time: 2.548, data_time: 1.499, memory: 8482, top1_acc: 0.4677, top5_acc: 0.7021, loss_cls: 2.4254, loss: 2.4254, grad_norm: 2.8337 2020-10-10 08:32:23,174 - mmaction - INFO - Epoch [221][40/1413] lr: 2.880e-02, eta: 14:04:25, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4753, top5_acc: 0.7073, loss_cls: 2.3786, loss: 2.3786, grad_norm: 2.8130 2020-10-10 08:32:42,493 - mmaction - INFO - Epoch [221][60/1413] lr: 2.880e-02, eta: 14:04:04, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4749, top5_acc: 0.7085, loss_cls: 2.3941, loss: 2.3941, grad_norm: 2.8386 2020-10-10 08:33:01,844 - mmaction - INFO - Epoch [221][80/1413] lr: 2.880e-02, eta: 14:03:44, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4844, top5_acc: 0.7168, loss_cls: 2.3316, loss: 2.3316, grad_norm: 2.8095 2020-10-10 08:33:21,169 - mmaction - INFO - Epoch [221][100/1413] lr: 2.880e-02, eta: 14:03:24, time: 0.965, data_time: 0.001, memory: 8482, top1_acc: 0.4871, top5_acc: 0.7146, loss_cls: 2.3331, loss: 2.3331, grad_norm: 2.8397 2020-10-10 08:33:40,558 - mmaction - INFO - Epoch [221][120/1413] lr: 2.880e-02, eta: 14:03:03, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4717, top5_acc: 0.7034, loss_cls: 2.3994, loss: 2.3994, grad_norm: 2.8302 2020-10-10 08:33:59,993 - mmaction - INFO - Epoch [221][140/1413] lr: 2.880e-02, eta: 14:02:43, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4768, top5_acc: 0.7105, loss_cls: 2.3787, loss: 2.3787, grad_norm: 2.8486 2020-10-10 08:34:19,370 - mmaction - INFO - Epoch [221][160/1413] lr: 2.880e-02, eta: 14:02:23, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4724, top5_acc: 0.7029, loss_cls: 2.4144, loss: 2.4144, grad_norm: 2.8716 2020-10-10 08:34:38,718 - mmaction - INFO - Epoch [221][180/1413] lr: 2.880e-02, eta: 14:02:02, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4637, top5_acc: 0.7026, loss_cls: 2.4321, loss: 2.4321, grad_norm: 2.8565 2020-10-10 08:34:58,110 - mmaction - INFO - Epoch [221][200/1413] lr: 2.880e-02, eta: 14:01:42, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4775, top5_acc: 0.7042, loss_cls: 2.3793, loss: 2.3793, grad_norm: 2.8509 2020-10-10 08:35:17,491 - mmaction - INFO - Epoch [221][220/1413] lr: 2.880e-02, eta: 14:01:22, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4724, top5_acc: 0.7116, loss_cls: 2.3934, loss: 2.3934, grad_norm: 2.8709 2020-10-10 08:35:36,889 - mmaction - INFO - Epoch [221][240/1413] lr: 2.880e-02, eta: 14:01:02, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4749, top5_acc: 0.7102, loss_cls: 2.3838, loss: 2.3838, grad_norm: 2.8603 2020-10-10 08:35:56,259 - mmaction - INFO - Epoch [221][260/1413] lr: 2.880e-02, eta: 14:00:41, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4823, top5_acc: 0.7091, loss_cls: 2.3638, loss: 2.3638, grad_norm: 2.8146 2020-10-10 08:36:15,747 - mmaction - INFO - Epoch [221][280/1413] lr: 2.880e-02, eta: 14:00:21, time: 0.975, data_time: 0.004, memory: 8482, top1_acc: 0.4807, top5_acc: 0.7120, loss_cls: 2.3638, loss: 2.3638, grad_norm: 2.8461 2020-10-10 08:36:35,164 - mmaction - INFO - Epoch [221][300/1413] lr: 2.880e-02, eta: 14:00:01, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4783, top5_acc: 0.7142, loss_cls: 2.3779, loss: 2.3779, grad_norm: 2.8360 2020-10-10 08:36:54,581 - mmaction - INFO - Epoch [221][320/1413] lr: 2.880e-02, eta: 13:59:40, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4708, top5_acc: 0.7060, loss_cls: 2.3932, loss: 2.3932, grad_norm: 2.8434 2020-10-10 08:37:13,947 - mmaction - INFO - Epoch [221][340/1413] lr: 2.880e-02, eta: 13:59:20, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4855, top5_acc: 0.7132, loss_cls: 2.3565, loss: 2.3565, grad_norm: 2.8385 2020-10-10 08:37:33,321 - mmaction - INFO - Epoch [221][360/1413] lr: 2.880e-02, eta: 13:59:00, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4793, top5_acc: 0.7014, loss_cls: 2.3944, loss: 2.3944, grad_norm: 2.8251 2020-10-10 08:37:52,757 - mmaction - INFO - Epoch [221][380/1413] lr: 2.880e-02, eta: 13:58:39, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4891, top5_acc: 0.7139, loss_cls: 2.3515, loss: 2.3515, grad_norm: 2.8322 2020-10-10 08:38:12,190 - mmaction - INFO - Epoch [221][400/1413] lr: 2.880e-02, eta: 13:58:19, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4706, top5_acc: 0.6980, loss_cls: 2.4246, loss: 2.4246, grad_norm: 2.8597 2020-10-10 08:38:31,628 - mmaction - INFO - Epoch [221][420/1413] lr: 2.880e-02, eta: 13:57:59, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4730, top5_acc: 0.7016, loss_cls: 2.4025, loss: 2.4025, grad_norm: 2.8249 2020-10-10 08:38:51,028 - mmaction - INFO - Epoch [221][440/1413] lr: 2.880e-02, eta: 13:57:39, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4865, top5_acc: 0.7156, loss_cls: 2.3590, loss: 2.3590, grad_norm: 2.8197 2020-10-10 08:39:10,423 - mmaction - INFO - Epoch [221][460/1413] lr: 2.880e-02, eta: 13:57:18, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4764, top5_acc: 0.7065, loss_cls: 2.3962, loss: 2.3962, grad_norm: 2.8452 2020-10-10 08:39:29,750 - mmaction - INFO - Epoch [221][480/1413] lr: 2.880e-02, eta: 13:56:58, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4788, top5_acc: 0.7038, loss_cls: 2.4121, loss: 2.4121, grad_norm: 2.8619 2020-10-10 08:39:49,177 - mmaction - INFO - Epoch [221][500/1413] lr: 2.880e-02, eta: 13:56:38, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4767, top5_acc: 0.7065, loss_cls: 2.4097, loss: 2.4097, grad_norm: 2.8603 2020-10-10 08:40:08,562 - mmaction - INFO - Epoch [221][520/1413] lr: 2.880e-02, eta: 13:56:17, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4802, top5_acc: 0.7051, loss_cls: 2.3984, loss: 2.3984, grad_norm: 2.8302 2020-10-10 08:40:27,925 - mmaction - INFO - Epoch [221][540/1413] lr: 2.880e-02, eta: 13:55:57, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4698, top5_acc: 0.7018, loss_cls: 2.4351, loss: 2.4351, grad_norm: 2.8479 2020-10-10 08:40:47,339 - mmaction - INFO - Epoch [221][560/1413] lr: 2.880e-02, eta: 13:55:37, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4780, top5_acc: 0.7070, loss_cls: 2.3886, loss: 2.3886, grad_norm: 2.8207 2020-10-10 08:41:06,749 - mmaction - INFO - Epoch [221][580/1413] lr: 2.880e-02, eta: 13:55:16, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4816, top5_acc: 0.7138, loss_cls: 2.3628, loss: 2.3628, grad_norm: 2.8389 2020-10-10 08:41:26,112 - mmaction - INFO - Epoch [221][600/1413] lr: 2.880e-02, eta: 13:54:56, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4736, top5_acc: 0.7095, loss_cls: 2.3811, loss: 2.3811, grad_norm: 2.8384 2020-10-10 08:41:45,510 - mmaction - INFO - Epoch [221][620/1413] lr: 2.880e-02, eta: 13:54:36, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4813, top5_acc: 0.7130, loss_cls: 2.3639, loss: 2.3639, grad_norm: 2.8599 2020-10-10 08:42:04,938 - mmaction - INFO - Epoch [221][640/1413] lr: 2.880e-02, eta: 13:54:16, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4879, top5_acc: 0.7094, loss_cls: 2.3897, loss: 2.3897, grad_norm: 2.8483 2020-10-10 08:42:24,359 - mmaction - INFO - Epoch [221][660/1413] lr: 2.880e-02, eta: 13:53:55, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4880, top5_acc: 0.7259, loss_cls: 2.3171, loss: 2.3171, grad_norm: 2.8295 2020-10-10 08:42:43,725 - mmaction - INFO - Epoch [221][680/1413] lr: 2.880e-02, eta: 13:53:35, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4814, top5_acc: 0.7082, loss_cls: 2.3816, loss: 2.3816, grad_norm: 2.8557 2020-10-10 08:43:03,134 - mmaction - INFO - Epoch [221][700/1413] lr: 2.880e-02, eta: 13:53:15, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4872, top5_acc: 0.7117, loss_cls: 2.3625, loss: 2.3625, grad_norm: 2.8226 2020-10-10 08:43:22,571 - mmaction - INFO - Epoch [221][720/1413] lr: 2.880e-02, eta: 13:52:54, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4698, top5_acc: 0.6984, loss_cls: 2.4284, loss: 2.4284, grad_norm: 2.8531 2020-10-10 08:43:41,971 - mmaction - INFO - Epoch [221][740/1413] lr: 2.880e-02, eta: 13:52:34, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4836, top5_acc: 0.7091, loss_cls: 2.3992, loss: 2.3992, grad_norm: 2.8178 2020-10-10 08:44:01,371 - mmaction - INFO - Epoch [221][760/1413] lr: 2.880e-02, eta: 13:52:14, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4637, top5_acc: 0.6984, loss_cls: 2.4370, loss: 2.4370, grad_norm: 2.8793 2020-10-10 08:44:20,784 - mmaction - INFO - Epoch [221][780/1413] lr: 2.880e-02, eta: 13:51:54, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4875, top5_acc: 0.7104, loss_cls: 2.3681, loss: 2.3681, grad_norm: 2.8648 2020-10-10 08:44:40,151 - mmaction - INFO - Epoch [221][800/1413] lr: 2.880e-02, eta: 13:51:33, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4725, top5_acc: 0.7103, loss_cls: 2.3825, loss: 2.3825, grad_norm: 2.8225 2020-10-10 08:44:59,551 - mmaction - INFO - Epoch [221][820/1413] lr: 2.880e-02, eta: 13:51:13, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4736, top5_acc: 0.7070, loss_cls: 2.3907, loss: 2.3907, grad_norm: 2.8547 2020-10-10 08:45:19,002 - mmaction - INFO - Epoch [221][840/1413] lr: 2.880e-02, eta: 13:50:53, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4689, top5_acc: 0.7020, loss_cls: 2.4246, loss: 2.4246, grad_norm: 2.8981 2020-10-10 08:45:38,419 - mmaction - INFO - Epoch [221][860/1413] lr: 2.880e-02, eta: 13:50:32, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4738, top5_acc: 0.6997, loss_cls: 2.4238, loss: 2.4238, grad_norm: 2.8759 2020-10-10 08:45:57,764 - mmaction - INFO - Epoch [221][880/1413] lr: 2.880e-02, eta: 13:50:12, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4737, top5_acc: 0.7105, loss_cls: 2.3966, loss: 2.3966, grad_norm: 2.8425 2020-10-10 08:46:17,157 - mmaction - INFO - Epoch [221][900/1413] lr: 2.880e-02, eta: 13:49:52, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4781, top5_acc: 0.7066, loss_cls: 2.3923, loss: 2.3923, grad_norm: 2.8254 2020-10-10 08:46:36,555 - mmaction - INFO - Epoch [221][920/1413] lr: 2.880e-02, eta: 13:49:32, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4781, top5_acc: 0.7082, loss_cls: 2.4009, loss: 2.4009, grad_norm: 2.7788 2020-10-10 08:46:55,942 - mmaction - INFO - Epoch [221][940/1413] lr: 2.880e-02, eta: 13:49:11, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4824, top5_acc: 0.7133, loss_cls: 2.3668, loss: 2.3668, grad_norm: 2.8432 2020-10-10 08:47:15,360 - mmaction - INFO - Epoch [221][960/1413] lr: 2.880e-02, eta: 13:48:51, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4764, top5_acc: 0.7072, loss_cls: 2.3986, loss: 2.3986, grad_norm: 2.8436 2020-10-10 08:47:34,753 - mmaction - INFO - Epoch [221][980/1413] lr: 2.880e-02, eta: 13:48:31, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4716, top5_acc: 0.7056, loss_cls: 2.3750, loss: 2.3750, grad_norm: 2.8852 2020-10-10 08:47:54,122 - mmaction - INFO - Epoch [221][1000/1413] lr: 2.880e-02, eta: 13:48:10, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4766, top5_acc: 0.7064, loss_cls: 2.4021, loss: 2.4021, grad_norm: 2.8272 2020-10-10 08:48:13,519 - mmaction - INFO - Epoch [221][1020/1413] lr: 2.880e-02, eta: 13:47:50, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4654, top5_acc: 0.6949, loss_cls: 2.4566, loss: 2.4566, grad_norm: 2.8701 2020-10-10 08:48:32,880 - mmaction - INFO - Epoch [221][1040/1413] lr: 2.880e-02, eta: 13:47:30, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4771, top5_acc: 0.7055, loss_cls: 2.4113, loss: 2.4113, grad_norm: 2.8600 2020-10-10 08:48:52,246 - mmaction - INFO - Epoch [221][1060/1413] lr: 2.880e-02, eta: 13:47:10, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4753, top5_acc: 0.7098, loss_cls: 2.3751, loss: 2.3751, grad_norm: 2.8804 2020-10-10 08:49:11,669 - mmaction - INFO - Epoch [221][1080/1413] lr: 2.880e-02, eta: 13:46:49, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4868, top5_acc: 0.7089, loss_cls: 2.3871, loss: 2.3871, grad_norm: 2.8171 2020-10-10 08:49:31,083 - mmaction - INFO - Epoch [221][1100/1413] lr: 2.880e-02, eta: 13:46:29, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4845, top5_acc: 0.7139, loss_cls: 2.3720, loss: 2.3720, grad_norm: 2.8442 2020-10-10 08:49:50,487 - mmaction - INFO - Epoch [221][1120/1413] lr: 2.880e-02, eta: 13:46:09, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4844, top5_acc: 0.7082, loss_cls: 2.3802, loss: 2.3802, grad_norm: 2.8273 2020-10-10 08:50:09,847 - mmaction - INFO - Epoch [221][1140/1413] lr: 2.880e-02, eta: 13:45:48, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4805, top5_acc: 0.7151, loss_cls: 2.3728, loss: 2.3728, grad_norm: 2.8928 2020-10-10 08:50:29,161 - mmaction - INFO - Epoch [221][1160/1413] lr: 2.880e-02, eta: 13:45:28, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4844, top5_acc: 0.7027, loss_cls: 2.3959, loss: 2.3959, grad_norm: 2.8219 2020-10-10 08:50:48,592 - mmaction - INFO - Epoch [221][1180/1413] lr: 2.880e-02, eta: 13:45:08, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4699, top5_acc: 0.7066, loss_cls: 2.4141, loss: 2.4141, grad_norm: 2.8880 2020-10-10 08:51:08,040 - mmaction - INFO - Epoch [221][1200/1413] lr: 2.880e-02, eta: 13:44:48, time: 0.973, data_time: 0.004, memory: 8482, top1_acc: 0.4759, top5_acc: 0.7038, loss_cls: 2.3946, loss: 2.3946, grad_norm: 2.8084 2020-10-10 08:51:27,411 - mmaction - INFO - Epoch [221][1220/1413] lr: 2.880e-02, eta: 13:44:27, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4832, top5_acc: 0.7102, loss_cls: 2.3558, loss: 2.3558, grad_norm: 2.8422 2020-10-10 08:51:46,835 - mmaction - INFO - Epoch [221][1240/1413] lr: 2.880e-02, eta: 13:44:07, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4842, top5_acc: 0.7104, loss_cls: 2.3636, loss: 2.3636, grad_norm: 2.8576 2020-10-10 08:52:06,167 - mmaction - INFO - Epoch [221][1260/1413] lr: 2.880e-02, eta: 13:43:47, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4702, top5_acc: 0.6937, loss_cls: 2.4638, loss: 2.4638, grad_norm: 2.8575 2020-10-10 08:52:25,532 - mmaction - INFO - Epoch [221][1280/1413] lr: 2.880e-02, eta: 13:43:26, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4781, top5_acc: 0.7102, loss_cls: 2.3755, loss: 2.3755, grad_norm: 2.8248 2020-10-10 08:52:44,959 - mmaction - INFO - Epoch [221][1300/1413] lr: 2.880e-02, eta: 13:43:06, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4806, top5_acc: 0.7078, loss_cls: 2.3793, loss: 2.3793, grad_norm: 2.8441 2020-10-10 08:53:04,364 - mmaction - INFO - Epoch [221][1320/1413] lr: 2.880e-02, eta: 13:42:46, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4777, top5_acc: 0.7055, loss_cls: 2.3975, loss: 2.3975, grad_norm: 2.9208 2020-10-10 08:53:23,765 - mmaction - INFO - Epoch [221][1340/1413] lr: 2.880e-02, eta: 13:42:26, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4755, top5_acc: 0.7040, loss_cls: 2.3874, loss: 2.3874, grad_norm: 2.8502 2020-10-10 08:53:43,142 - mmaction - INFO - Epoch [221][1360/1413] lr: 2.880e-02, eta: 13:42:05, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4704, top5_acc: 0.7087, loss_cls: 2.3999, loss: 2.3999, grad_norm: 2.8836 2020-10-10 08:54:02,568 - mmaction - INFO - Epoch [221][1380/1413] lr: 2.880e-02, eta: 13:41:45, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4674, top5_acc: 0.6965, loss_cls: 2.4397, loss: 2.4397, grad_norm: 2.8778 2020-10-10 08:54:21,907 - mmaction - INFO - Epoch [221][1400/1413] lr: 2.880e-02, eta: 13:41:25, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4750, top5_acc: 0.7039, loss_cls: 2.4081, loss: 2.4081, grad_norm: 2.8344 2020-10-10 08:55:26,434 - mmaction - INFO - Epoch [222][20/1413] lr: 2.725e-02, eta: 13:41:04, time: 2.575, data_time: 1.333, memory: 8482, top1_acc: 0.4793, top5_acc: 0.7063, loss_cls: 2.3970, loss: 2.3970, grad_norm: 2.8805 2020-10-10 08:55:45,790 - mmaction - INFO - Epoch [222][40/1413] lr: 2.725e-02, eta: 13:40:44, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4831, top5_acc: 0.7068, loss_cls: 2.3531, loss: 2.3531, grad_norm: 2.8804 2020-10-10 08:56:05,126 - mmaction - INFO - Epoch [222][60/1413] lr: 2.725e-02, eta: 13:40:23, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4811, top5_acc: 0.7112, loss_cls: 2.3551, loss: 2.3551, grad_norm: 2.8256 2020-10-10 08:56:24,479 - mmaction - INFO - Epoch [222][80/1413] lr: 2.725e-02, eta: 13:40:03, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4790, top5_acc: 0.7038, loss_cls: 2.3996, loss: 2.3996, grad_norm: 2.9093 2020-10-10 08:56:43,824 - mmaction - INFO - Epoch [222][100/1413] lr: 2.725e-02, eta: 13:39:43, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4839, top5_acc: 0.7079, loss_cls: 2.3708, loss: 2.3708, grad_norm: 2.8649 2020-10-10 08:57:03,220 - mmaction - INFO - Epoch [222][120/1413] lr: 2.725e-02, eta: 13:39:23, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4868, top5_acc: 0.7125, loss_cls: 2.3529, loss: 2.3529, grad_norm: 2.8580 2020-10-10 08:57:22,577 - mmaction - INFO - Epoch [222][140/1413] lr: 2.725e-02, eta: 13:39:02, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4865, top5_acc: 0.7128, loss_cls: 2.3510, loss: 2.3510, grad_norm: 2.8482 2020-10-10 08:57:41,905 - mmaction - INFO - Epoch [222][160/1413] lr: 2.725e-02, eta: 13:38:42, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.4805, top5_acc: 0.7092, loss_cls: 2.3725, loss: 2.3725, grad_norm: 2.8978 2020-10-10 08:58:01,344 - mmaction - INFO - Epoch [222][180/1413] lr: 2.725e-02, eta: 13:38:22, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4863, top5_acc: 0.7177, loss_cls: 2.3533, loss: 2.3533, grad_norm: 2.8799 2020-10-10 08:58:20,718 - mmaction - INFO - Epoch [222][200/1413] lr: 2.725e-02, eta: 13:38:01, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4954, top5_acc: 0.7165, loss_cls: 2.3198, loss: 2.3198, grad_norm: 2.8276 2020-10-10 08:58:40,103 - mmaction - INFO - Epoch [222][220/1413] lr: 2.725e-02, eta: 13:37:41, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4901, top5_acc: 0.7240, loss_cls: 2.2998, loss: 2.2998, grad_norm: 2.8631 2020-10-10 08:58:59,538 - mmaction - INFO - Epoch [222][240/1413] lr: 2.725e-02, eta: 13:37:21, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.4902, top5_acc: 0.7207, loss_cls: 2.3218, loss: 2.3218, grad_norm: 2.8748 2020-10-10 08:59:18,917 - mmaction - INFO - Epoch [222][260/1413] lr: 2.725e-02, eta: 13:37:01, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4934, top5_acc: 0.7230, loss_cls: 2.3062, loss: 2.3062, grad_norm: 2.8619 2020-10-10 08:59:38,360 - mmaction - INFO - Epoch [222][280/1413] lr: 2.725e-02, eta: 13:36:40, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4784, top5_acc: 0.7155, loss_cls: 2.3641, loss: 2.3641, grad_norm: 2.8936 2020-10-10 08:59:57,726 - mmaction - INFO - Epoch [222][300/1413] lr: 2.725e-02, eta: 13:36:20, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4750, top5_acc: 0.7098, loss_cls: 2.3665, loss: 2.3665, grad_norm: 2.8753 2020-10-10 09:00:18,460 - mmaction - INFO - Epoch [222][320/1413] lr: 2.725e-02, eta: 13:36:01, time: 1.037, data_time: 0.002, memory: 8482, top1_acc: 0.4812, top5_acc: 0.7171, loss_cls: 2.3450, loss: 2.3450, grad_norm: 2.8374 2020-10-10 09:00:37,837 - mmaction - INFO - Epoch [222][340/1413] lr: 2.725e-02, eta: 13:35:40, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4754, top5_acc: 0.7118, loss_cls: 2.3624, loss: 2.3624, grad_norm: 2.8884 2020-10-10 09:00:57,200 - mmaction - INFO - Epoch [222][360/1413] lr: 2.725e-02, eta: 13:35:20, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4789, top5_acc: 0.7134, loss_cls: 2.3719, loss: 2.3719, grad_norm: 2.8787 2020-10-10 09:01:16,642 - mmaction - INFO - Epoch [222][380/1413] lr: 2.725e-02, eta: 13:35:00, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4691, top5_acc: 0.7040, loss_cls: 2.4129, loss: 2.4129, grad_norm: 2.8919 2020-10-10 09:01:36,039 - mmaction - INFO - Epoch [222][400/1413] lr: 2.725e-02, eta: 13:34:39, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4716, top5_acc: 0.7023, loss_cls: 2.4058, loss: 2.4058, grad_norm: 2.8979 2020-10-10 09:01:55,442 - mmaction - INFO - Epoch [222][420/1413] lr: 2.725e-02, eta: 13:34:19, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4792, top5_acc: 0.7111, loss_cls: 2.3821, loss: 2.3821, grad_norm: 2.8701 2020-10-10 09:02:14,770 - mmaction - INFO - Epoch [222][440/1413] lr: 2.725e-02, eta: 13:33:59, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4792, top5_acc: 0.7081, loss_cls: 2.3891, loss: 2.3891, grad_norm: 2.9228 2020-10-10 09:02:34,239 - mmaction - INFO - Epoch [222][460/1413] lr: 2.725e-02, eta: 13:33:39, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4849, top5_acc: 0.7174, loss_cls: 2.3818, loss: 2.3818, grad_norm: 2.9185 2020-10-10 09:02:53,634 - mmaction - INFO - Epoch [222][480/1413] lr: 2.725e-02, eta: 13:33:18, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4841, top5_acc: 0.7159, loss_cls: 2.3545, loss: 2.3545, grad_norm: 2.9005 2020-10-10 09:03:13,050 - mmaction - INFO - Epoch [222][500/1413] lr: 2.725e-02, eta: 13:32:58, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4889, top5_acc: 0.7089, loss_cls: 2.3587, loss: 2.3587, grad_norm: 2.8559 2020-10-10 09:03:32,456 - mmaction - INFO - Epoch [222][520/1413] lr: 2.725e-02, eta: 13:32:38, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4770, top5_acc: 0.7090, loss_cls: 2.3901, loss: 2.3901, grad_norm: 2.9264 2020-10-10 09:03:51,882 - mmaction - INFO - Epoch [222][540/1413] lr: 2.725e-02, eta: 13:32:18, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4913, top5_acc: 0.7184, loss_cls: 2.3190, loss: 2.3190, grad_norm: 2.8717 2020-10-10 09:04:11,256 - mmaction - INFO - Epoch [222][560/1413] lr: 2.725e-02, eta: 13:31:57, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4854, top5_acc: 0.7082, loss_cls: 2.3771, loss: 2.3771, grad_norm: 2.8763 2020-10-10 09:04:30,682 - mmaction - INFO - Epoch [222][580/1413] lr: 2.725e-02, eta: 13:31:37, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4831, top5_acc: 0.7142, loss_cls: 2.3385, loss: 2.3385, grad_norm: 2.9126 2020-10-10 09:04:50,084 - mmaction - INFO - Epoch [222][600/1413] lr: 2.725e-02, eta: 13:31:17, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4901, top5_acc: 0.7116, loss_cls: 2.3470, loss: 2.3470, grad_norm: 2.8826 2020-10-10 09:05:09,474 - mmaction - INFO - Epoch [222][620/1413] lr: 2.725e-02, eta: 13:30:57, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4797, top5_acc: 0.7099, loss_cls: 2.3711, loss: 2.3711, grad_norm: 2.9021 2020-10-10 09:05:28,899 - mmaction - INFO - Epoch [222][640/1413] lr: 2.725e-02, eta: 13:30:36, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4889, top5_acc: 0.7167, loss_cls: 2.3424, loss: 2.3424, grad_norm: 2.8570 2020-10-10 09:05:48,281 - mmaction - INFO - Epoch [222][660/1413] lr: 2.725e-02, eta: 13:30:16, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4758, top5_acc: 0.7142, loss_cls: 2.3756, loss: 2.3756, grad_norm: 2.9107 2020-10-10 09:06:07,643 - mmaction - INFO - Epoch [222][680/1413] lr: 2.725e-02, eta: 13:29:56, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4745, top5_acc: 0.7126, loss_cls: 2.3788, loss: 2.3788, grad_norm: 2.8947 2020-10-10 09:06:27,038 - mmaction - INFO - Epoch [222][700/1413] lr: 2.725e-02, eta: 13:29:35, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4628, top5_acc: 0.7057, loss_cls: 2.4346, loss: 2.4346, grad_norm: 2.9668 2020-10-10 09:06:46,423 - mmaction - INFO - Epoch [222][720/1413] lr: 2.725e-02, eta: 13:29:15, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4786, top5_acc: 0.7160, loss_cls: 2.3606, loss: 2.3606, grad_norm: 2.8372 2020-10-10 09:07:05,794 - mmaction - INFO - Epoch [222][740/1413] lr: 2.725e-02, eta: 13:28:55, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4801, top5_acc: 0.7038, loss_cls: 2.3745, loss: 2.3745, grad_norm: 2.8979 2020-10-10 09:07:25,165 - mmaction - INFO - Epoch [222][760/1413] lr: 2.725e-02, eta: 13:28:35, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4733, top5_acc: 0.7108, loss_cls: 2.3920, loss: 2.3920, grad_norm: 2.9413 2020-10-10 09:07:44,522 - mmaction - INFO - Epoch [222][780/1413] lr: 2.725e-02, eta: 13:28:14, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4770, top5_acc: 0.7085, loss_cls: 2.3973, loss: 2.3973, grad_norm: 2.9169 2020-10-10 09:08:03,873 - mmaction - INFO - Epoch [222][800/1413] lr: 2.725e-02, eta: 13:27:54, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4826, top5_acc: 0.7124, loss_cls: 2.3643, loss: 2.3643, grad_norm: 2.8637 2020-10-10 09:08:23,264 - mmaction - INFO - Epoch [222][820/1413] lr: 2.725e-02, eta: 13:27:34, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4879, top5_acc: 0.7161, loss_cls: 2.3461, loss: 2.3461, grad_norm: 2.8804 2020-10-10 09:08:42,619 - mmaction - INFO - Epoch [222][840/1413] lr: 2.725e-02, eta: 13:27:13, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4850, top5_acc: 0.7065, loss_cls: 2.3742, loss: 2.3742, grad_norm: 2.8888 2020-10-10 09:09:02,056 - mmaction - INFO - Epoch [222][860/1413] lr: 2.725e-02, eta: 13:26:53, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4794, top5_acc: 0.7118, loss_cls: 2.3820, loss: 2.3820, grad_norm: 2.9027 2020-10-10 09:09:21,453 - mmaction - INFO - Epoch [222][880/1413] lr: 2.725e-02, eta: 13:26:33, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4755, top5_acc: 0.7072, loss_cls: 2.3790, loss: 2.3790, grad_norm: 2.9019 2020-10-10 09:09:40,827 - mmaction - INFO - Epoch [222][900/1413] lr: 2.725e-02, eta: 13:26:13, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4790, top5_acc: 0.7096, loss_cls: 2.3987, loss: 2.3987, grad_norm: 2.8702 2020-10-10 09:10:00,194 - mmaction - INFO - Epoch [222][920/1413] lr: 2.725e-02, eta: 13:25:52, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4809, top5_acc: 0.7109, loss_cls: 2.3628, loss: 2.3628, grad_norm: 2.9228 2020-10-10 09:10:19,589 - mmaction - INFO - Epoch [222][940/1413] lr: 2.725e-02, eta: 13:25:32, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4766, top5_acc: 0.7060, loss_cls: 2.4008, loss: 2.4008, grad_norm: 2.9262 2020-10-10 09:10:38,994 - mmaction - INFO - Epoch [222][960/1413] lr: 2.725e-02, eta: 13:25:12, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4802, top5_acc: 0.7152, loss_cls: 2.3517, loss: 2.3517, grad_norm: 2.8583 2020-10-10 09:10:58,425 - mmaction - INFO - Epoch [222][980/1413] lr: 2.725e-02, eta: 13:24:52, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4836, top5_acc: 0.7113, loss_cls: 2.3767, loss: 2.3767, grad_norm: 2.8682 2020-10-10 09:11:17,798 - mmaction - INFO - Epoch [222][1000/1413] lr: 2.725e-02, eta: 13:24:31, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4835, top5_acc: 0.7130, loss_cls: 2.3493, loss: 2.3493, grad_norm: 2.8877 2020-10-10 09:11:37,218 - mmaction - INFO - Epoch [222][1020/1413] lr: 2.725e-02, eta: 13:24:11, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4839, top5_acc: 0.7021, loss_cls: 2.3847, loss: 2.3847, grad_norm: 2.9221 2020-10-10 09:11:56,597 - mmaction - INFO - Epoch [222][1040/1413] lr: 2.725e-02, eta: 13:23:51, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4784, top5_acc: 0.7090, loss_cls: 2.3989, loss: 2.3989, grad_norm: 2.9311 2020-10-10 09:12:15,978 - mmaction - INFO - Epoch [222][1060/1413] lr: 2.725e-02, eta: 13:23:31, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4711, top5_acc: 0.7033, loss_cls: 2.4213, loss: 2.4213, grad_norm: 2.9243 2020-10-10 09:12:35,363 - mmaction - INFO - Epoch [222][1080/1413] lr: 2.725e-02, eta: 13:23:10, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4814, top5_acc: 0.7118, loss_cls: 2.3815, loss: 2.3815, grad_norm: 2.8817 2020-10-10 09:12:54,722 - mmaction - INFO - Epoch [222][1100/1413] lr: 2.725e-02, eta: 13:22:50, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4727, top5_acc: 0.7042, loss_cls: 2.4260, loss: 2.4260, grad_norm: 2.9053 2020-10-10 09:13:14,220 - mmaction - INFO - Epoch [222][1120/1413] lr: 2.725e-02, eta: 13:22:30, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.4811, top5_acc: 0.7100, loss_cls: 2.3691, loss: 2.3691, grad_norm: 2.8804 2020-10-10 09:13:33,621 - mmaction - INFO - Epoch [222][1140/1413] lr: 2.725e-02, eta: 13:22:10, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4865, top5_acc: 0.7164, loss_cls: 2.3458, loss: 2.3458, grad_norm: 2.9184 2020-10-10 09:13:53,035 - mmaction - INFO - Epoch [222][1160/1413] lr: 2.725e-02, eta: 13:21:49, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4794, top5_acc: 0.7086, loss_cls: 2.3922, loss: 2.3922, grad_norm: 2.8915 2020-10-10 09:14:12,474 - mmaction - INFO - Epoch [222][1180/1413] lr: 2.725e-02, eta: 13:21:29, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4858, top5_acc: 0.7133, loss_cls: 2.3696, loss: 2.3696, grad_norm: 2.8865 2020-10-10 09:14:31,890 - mmaction - INFO - Epoch [222][1200/1413] lr: 2.725e-02, eta: 13:21:09, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4785, top5_acc: 0.7090, loss_cls: 2.4010, loss: 2.4010, grad_norm: 2.8964 2020-10-10 09:14:51,243 - mmaction - INFO - Epoch [222][1220/1413] lr: 2.725e-02, eta: 13:20:49, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4749, top5_acc: 0.7107, loss_cls: 2.3946, loss: 2.3946, grad_norm: 2.9278 2020-10-10 09:15:10,596 - mmaction - INFO - Epoch [222][1240/1413] lr: 2.725e-02, eta: 13:20:28, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4820, top5_acc: 0.7161, loss_cls: 2.3444, loss: 2.3444, grad_norm: 2.9108 2020-10-10 09:15:29,954 - mmaction - INFO - Epoch [222][1260/1413] lr: 2.725e-02, eta: 13:20:08, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4780, top5_acc: 0.7069, loss_cls: 2.3778, loss: 2.3778, grad_norm: 2.8852 2020-10-10 09:15:49,400 - mmaction - INFO - Epoch [222][1280/1413] lr: 2.725e-02, eta: 13:19:48, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4790, top5_acc: 0.7117, loss_cls: 2.3794, loss: 2.3794, grad_norm: 2.8909 2020-10-10 09:16:08,827 - mmaction - INFO - Epoch [222][1300/1413] lr: 2.725e-02, eta: 13:19:28, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4826, top5_acc: 0.7043, loss_cls: 2.4005, loss: 2.4005, grad_norm: 2.9052 2020-10-10 09:16:28,195 - mmaction - INFO - Epoch [222][1320/1413] lr: 2.725e-02, eta: 13:19:07, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4736, top5_acc: 0.7074, loss_cls: 2.4073, loss: 2.4073, grad_norm: 2.9578 2020-10-10 09:16:47,601 - mmaction - INFO - Epoch [222][1340/1413] lr: 2.725e-02, eta: 13:18:47, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4763, top5_acc: 0.7065, loss_cls: 2.3847, loss: 2.3847, grad_norm: 2.9119 2020-10-10 09:17:07,008 - mmaction - INFO - Epoch [222][1360/1413] lr: 2.725e-02, eta: 13:18:27, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4681, top5_acc: 0.7021, loss_cls: 2.4287, loss: 2.4287, grad_norm: 2.9559 2020-10-10 09:17:26,396 - mmaction - INFO - Epoch [222][1380/1413] lr: 2.725e-02, eta: 13:18:07, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4882, top5_acc: 0.7188, loss_cls: 2.3454, loss: 2.3454, grad_norm: 2.9169 2020-10-10 09:17:45,852 - mmaction - INFO - Epoch [222][1400/1413] lr: 2.725e-02, eta: 13:17:46, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4728, top5_acc: 0.7087, loss_cls: 2.3794, loss: 2.3794, grad_norm: 2.9847 2020-10-10 09:18:54,154 - mmaction - INFO - Epoch [223][20/1413] lr: 2.574e-02, eta: 13:17:27, time: 2.695, data_time: 1.511, memory: 8482, top1_acc: 0.4952, top5_acc: 0.7234, loss_cls: 2.2970, loss: 2.2970, grad_norm: 2.8561 2020-10-10 09:19:13,461 - mmaction - INFO - Epoch [223][40/1413] lr: 2.574e-02, eta: 13:17:06, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.4802, top5_acc: 0.7083, loss_cls: 2.3561, loss: 2.3561, grad_norm: 2.8883 2020-10-10 09:19:32,835 - mmaction - INFO - Epoch [223][60/1413] lr: 2.574e-02, eta: 13:16:46, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4876, top5_acc: 0.7096, loss_cls: 2.3756, loss: 2.3756, grad_norm: 2.9377 2020-10-10 09:19:52,154 - mmaction - INFO - Epoch [223][80/1413] lr: 2.574e-02, eta: 13:16:26, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4732, top5_acc: 0.7139, loss_cls: 2.3727, loss: 2.3727, grad_norm: 2.9519 2020-10-10 09:20:11,585 - mmaction - INFO - Epoch [223][100/1413] lr: 2.574e-02, eta: 13:16:06, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4833, top5_acc: 0.7159, loss_cls: 2.3332, loss: 2.3332, grad_norm: 2.9011 2020-10-10 09:20:31,040 - mmaction - INFO - Epoch [223][120/1413] lr: 2.574e-02, eta: 13:15:45, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4887, top5_acc: 0.7150, loss_cls: 2.3193, loss: 2.3193, grad_norm: 2.9236 2020-10-10 09:20:50,426 - mmaction - INFO - Epoch [223][140/1413] lr: 2.574e-02, eta: 13:15:25, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4760, top5_acc: 0.7094, loss_cls: 2.3892, loss: 2.3892, grad_norm: 2.9731 2020-10-10 09:21:09,874 - mmaction - INFO - Epoch [223][160/1413] lr: 2.574e-02, eta: 13:15:05, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4854, top5_acc: 0.7212, loss_cls: 2.3318, loss: 2.3318, grad_norm: 2.9907 2020-10-10 09:21:29,245 - mmaction - INFO - Epoch [223][180/1413] lr: 2.574e-02, eta: 13:14:45, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4943, top5_acc: 0.7253, loss_cls: 2.3033, loss: 2.3033, grad_norm: 2.9421 2020-10-10 09:21:48,602 - mmaction - INFO - Epoch [223][200/1413] lr: 2.574e-02, eta: 13:14:24, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4763, top5_acc: 0.7081, loss_cls: 2.3755, loss: 2.3755, grad_norm: 2.9410 2020-10-10 09:22:08,007 - mmaction - INFO - Epoch [223][220/1413] lr: 2.574e-02, eta: 13:14:04, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4927, top5_acc: 0.7176, loss_cls: 2.2945, loss: 2.2945, grad_norm: 2.9191 2020-10-10 09:22:27,460 - mmaction - INFO - Epoch [223][240/1413] lr: 2.574e-02, eta: 13:13:44, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4799, top5_acc: 0.7138, loss_cls: 2.3515, loss: 2.3515, grad_norm: 2.9408 2020-10-10 09:22:46,834 - mmaction - INFO - Epoch [223][260/1413] lr: 2.574e-02, eta: 13:13:24, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4879, top5_acc: 0.7190, loss_cls: 2.3305, loss: 2.3305, grad_norm: 2.9103 2020-10-10 09:23:06,208 - mmaction - INFO - Epoch [223][280/1413] lr: 2.574e-02, eta: 13:13:03, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4939, top5_acc: 0.7285, loss_cls: 2.2940, loss: 2.2940, grad_norm: 2.9207 2020-10-10 09:23:25,557 - mmaction - INFO - Epoch [223][300/1413] lr: 2.574e-02, eta: 13:12:43, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4898, top5_acc: 0.7246, loss_cls: 2.3101, loss: 2.3101, grad_norm: 2.8995 2020-10-10 09:23:44,969 - mmaction - INFO - Epoch [223][320/1413] lr: 2.574e-02, eta: 13:12:23, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4812, top5_acc: 0.7194, loss_cls: 2.3462, loss: 2.3462, grad_norm: 2.9240 2020-10-10 09:24:04,354 - mmaction - INFO - Epoch [223][340/1413] lr: 2.574e-02, eta: 13:12:02, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4906, top5_acc: 0.7174, loss_cls: 2.3406, loss: 2.3406, grad_norm: 2.9008 2020-10-10 09:24:23,765 - mmaction - INFO - Epoch [223][360/1413] lr: 2.574e-02, eta: 13:11:42, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4865, top5_acc: 0.7151, loss_cls: 2.3493, loss: 2.3493, grad_norm: 2.9287 2020-10-10 09:24:43,158 - mmaction - INFO - Epoch [223][380/1413] lr: 2.574e-02, eta: 13:11:22, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4842, top5_acc: 0.7125, loss_cls: 2.3505, loss: 2.3505, grad_norm: 2.9587 2020-10-10 09:25:02,577 - mmaction - INFO - Epoch [223][400/1413] lr: 2.574e-02, eta: 13:11:02, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4905, top5_acc: 0.7188, loss_cls: 2.3244, loss: 2.3244, grad_norm: 2.8929 2020-10-10 09:25:22,030 - mmaction - INFO - Epoch [223][420/1413] lr: 2.574e-02, eta: 13:10:41, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4852, top5_acc: 0.7118, loss_cls: 2.3666, loss: 2.3666, grad_norm: 2.9548 2020-10-10 09:25:41,456 - mmaction - INFO - Epoch [223][440/1413] lr: 2.574e-02, eta: 13:10:21, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4885, top5_acc: 0.7107, loss_cls: 2.3374, loss: 2.3374, grad_norm: 2.8939 2020-10-10 09:26:00,787 - mmaction - INFO - Epoch [223][460/1413] lr: 2.574e-02, eta: 13:10:01, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4827, top5_acc: 0.7130, loss_cls: 2.3558, loss: 2.3558, grad_norm: 2.9938 2020-10-10 09:26:20,217 - mmaction - INFO - Epoch [223][480/1413] lr: 2.574e-02, eta: 13:09:41, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4859, top5_acc: 0.7194, loss_cls: 2.3162, loss: 2.3162, grad_norm: 2.9139 2020-10-10 09:26:39,619 - mmaction - INFO - Epoch [223][500/1413] lr: 2.574e-02, eta: 13:09:20, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4842, top5_acc: 0.7089, loss_cls: 2.3551, loss: 2.3551, grad_norm: 2.9383 2020-10-10 09:26:59,041 - mmaction - INFO - Epoch [223][520/1413] lr: 2.574e-02, eta: 13:09:00, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4828, top5_acc: 0.7154, loss_cls: 2.3531, loss: 2.3531, grad_norm: 2.9140 2020-10-10 09:27:18,459 - mmaction - INFO - Epoch [223][540/1413] lr: 2.574e-02, eta: 13:08:40, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4962, top5_acc: 0.7207, loss_cls: 2.3149, loss: 2.3149, grad_norm: 2.9101 2020-10-10 09:27:37,849 - mmaction - INFO - Epoch [223][560/1413] lr: 2.574e-02, eta: 13:08:20, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4870, top5_acc: 0.7121, loss_cls: 2.3411, loss: 2.3411, grad_norm: 2.9499 2020-10-10 09:27:57,333 - mmaction - INFO - Epoch [223][580/1413] lr: 2.574e-02, eta: 13:08:00, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.4803, top5_acc: 0.7056, loss_cls: 2.4176, loss: 2.4176, grad_norm: 2.9411 2020-10-10 09:28:16,748 - mmaction - INFO - Epoch [223][600/1413] lr: 2.574e-02, eta: 13:07:39, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4749, top5_acc: 0.7029, loss_cls: 2.4049, loss: 2.4049, grad_norm: 2.9427 2020-10-10 09:28:36,216 - mmaction - INFO - Epoch [223][620/1413] lr: 2.574e-02, eta: 13:07:19, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.4904, top5_acc: 0.7145, loss_cls: 2.3548, loss: 2.3548, grad_norm: 2.9369 2020-10-10 09:28:55,655 - mmaction - INFO - Epoch [223][640/1413] lr: 2.574e-02, eta: 13:06:59, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.4789, top5_acc: 0.7113, loss_cls: 2.3579, loss: 2.3579, grad_norm: 2.9563 2020-10-10 09:29:15,083 - mmaction - INFO - Epoch [223][660/1413] lr: 2.574e-02, eta: 13:06:39, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4999, top5_acc: 0.7215, loss_cls: 2.3085, loss: 2.3085, grad_norm: 2.9498 2020-10-10 09:29:34,469 - mmaction - INFO - Epoch [223][680/1413] lr: 2.574e-02, eta: 13:06:18, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4835, top5_acc: 0.7184, loss_cls: 2.3403, loss: 2.3403, grad_norm: 2.9611 2020-10-10 09:29:53,892 - mmaction - INFO - Epoch [223][700/1413] lr: 2.574e-02, eta: 13:05:58, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4914, top5_acc: 0.7135, loss_cls: 2.3245, loss: 2.3245, grad_norm: 2.9680 2020-10-10 09:30:13,272 - mmaction - INFO - Epoch [223][720/1413] lr: 2.574e-02, eta: 13:05:38, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4777, top5_acc: 0.7047, loss_cls: 2.3869, loss: 2.3869, grad_norm: 2.9486 2020-10-10 09:30:32,661 - mmaction - INFO - Epoch [223][740/1413] lr: 2.574e-02, eta: 13:05:18, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4863, top5_acc: 0.7116, loss_cls: 2.3283, loss: 2.3283, grad_norm: 2.8723 2020-10-10 09:30:52,042 - mmaction - INFO - Epoch [223][760/1413] lr: 2.574e-02, eta: 13:04:57, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4898, top5_acc: 0.7204, loss_cls: 2.3014, loss: 2.3014, grad_norm: 2.9397 2020-10-10 09:31:11,491 - mmaction - INFO - Epoch [223][780/1413] lr: 2.574e-02, eta: 13:04:37, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.4824, top5_acc: 0.7125, loss_cls: 2.3625, loss: 2.3625, grad_norm: 2.9702 2020-10-10 09:31:30,917 - mmaction - INFO - Epoch [223][800/1413] lr: 2.574e-02, eta: 13:04:17, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4819, top5_acc: 0.7100, loss_cls: 2.3819, loss: 2.3819, grad_norm: 2.9355 2020-10-10 09:31:50,346 - mmaction - INFO - Epoch [223][820/1413] lr: 2.574e-02, eta: 13:03:57, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4896, top5_acc: 0.7224, loss_cls: 2.3058, loss: 2.3058, grad_norm: 2.9411 2020-10-10 09:32:09,788 - mmaction - INFO - Epoch [223][840/1413] lr: 2.574e-02, eta: 13:03:37, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4801, top5_acc: 0.7109, loss_cls: 2.3811, loss: 2.3811, grad_norm: 2.9071 2020-10-10 09:32:29,148 - mmaction - INFO - Epoch [223][860/1413] lr: 2.574e-02, eta: 13:03:16, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4832, top5_acc: 0.7137, loss_cls: 2.3354, loss: 2.3354, grad_norm: 2.9626 2020-10-10 09:32:48,549 - mmaction - INFO - Epoch [223][880/1413] lr: 2.574e-02, eta: 13:02:56, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4892, top5_acc: 0.7132, loss_cls: 2.3416, loss: 2.3416, grad_norm: 2.9022 2020-10-10 09:33:07,961 - mmaction - INFO - Epoch [223][900/1413] lr: 2.574e-02, eta: 13:02:36, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4888, top5_acc: 0.7100, loss_cls: 2.3742, loss: 2.3742, grad_norm: 2.9653 2020-10-10 09:33:27,351 - mmaction - INFO - Epoch [223][920/1413] lr: 2.574e-02, eta: 13:02:16, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4852, top5_acc: 0.7125, loss_cls: 2.3644, loss: 2.3644, grad_norm: 2.9127 2020-10-10 09:33:46,740 - mmaction - INFO - Epoch [223][940/1413] lr: 2.574e-02, eta: 13:01:55, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4730, top5_acc: 0.6999, loss_cls: 2.4232, loss: 2.4232, grad_norm: 3.0047 2020-10-10 09:34:06,185 - mmaction - INFO - Epoch [223][960/1413] lr: 2.574e-02, eta: 13:01:35, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4803, top5_acc: 0.7128, loss_cls: 2.3745, loss: 2.3745, grad_norm: 2.9353 2020-10-10 09:34:25,615 - mmaction - INFO - Epoch [223][980/1413] lr: 2.574e-02, eta: 13:01:15, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4840, top5_acc: 0.7178, loss_cls: 2.3554, loss: 2.3554, grad_norm: 2.9396 2020-10-10 09:34:45,014 - mmaction - INFO - Epoch [223][1000/1413] lr: 2.574e-02, eta: 13:00:55, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4969, top5_acc: 0.7191, loss_cls: 2.3281, loss: 2.3281, grad_norm: 2.9146 2020-10-10 09:35:04,388 - mmaction - INFO - Epoch [223][1020/1413] lr: 2.574e-02, eta: 13:00:34, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4753, top5_acc: 0.6962, loss_cls: 2.4080, loss: 2.4080, grad_norm: 3.0036 2020-10-10 09:35:23,804 - mmaction - INFO - Epoch [223][1040/1413] lr: 2.574e-02, eta: 13:00:14, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4814, top5_acc: 0.7059, loss_cls: 2.4008, loss: 2.4008, grad_norm: 2.9442 2020-10-10 09:35:43,214 - mmaction - INFO - Epoch [223][1060/1413] lr: 2.574e-02, eta: 12:59:54, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4970, top5_acc: 0.7173, loss_cls: 2.3255, loss: 2.3255, grad_norm: 2.9174 2020-10-10 09:36:02,600 - mmaction - INFO - Epoch [223][1080/1413] lr: 2.574e-02, eta: 12:59:34, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4852, top5_acc: 0.7065, loss_cls: 2.3717, loss: 2.3717, grad_norm: 2.9591 2020-10-10 09:36:21,959 - mmaction - INFO - Epoch [223][1100/1413] lr: 2.574e-02, eta: 12:59:13, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4820, top5_acc: 0.7124, loss_cls: 2.3664, loss: 2.3664, grad_norm: 2.8896 2020-10-10 09:36:41,396 - mmaction - INFO - Epoch [223][1120/1413] lr: 2.574e-02, eta: 12:58:53, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4842, top5_acc: 0.7188, loss_cls: 2.3281, loss: 2.3281, grad_norm: 2.9203 2020-10-10 09:37:00,814 - mmaction - INFO - Epoch [223][1140/1413] lr: 2.574e-02, eta: 12:58:33, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4729, top5_acc: 0.7086, loss_cls: 2.4017, loss: 2.4017, grad_norm: 2.9311 2020-10-10 09:37:20,196 - mmaction - INFO - Epoch [223][1160/1413] lr: 2.574e-02, eta: 12:58:13, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4757, top5_acc: 0.7098, loss_cls: 2.3785, loss: 2.3785, grad_norm: 2.9401 2020-10-10 09:37:39,595 - mmaction - INFO - Epoch [223][1180/1413] lr: 2.574e-02, eta: 12:57:53, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4867, top5_acc: 0.7133, loss_cls: 2.3376, loss: 2.3376, grad_norm: 2.9238 2020-10-10 09:37:58,953 - mmaction - INFO - Epoch [223][1200/1413] lr: 2.574e-02, eta: 12:57:32, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4868, top5_acc: 0.7171, loss_cls: 2.3232, loss: 2.3232, grad_norm: 2.9505 2020-10-10 09:38:18,451 - mmaction - INFO - Epoch [223][1220/1413] lr: 2.574e-02, eta: 12:57:12, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.4909, top5_acc: 0.7120, loss_cls: 2.3404, loss: 2.3404, grad_norm: 2.9062 2020-10-10 09:38:37,836 - mmaction - INFO - Epoch [223][1240/1413] lr: 2.574e-02, eta: 12:56:52, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4833, top5_acc: 0.7105, loss_cls: 2.3609, loss: 2.3609, grad_norm: 2.9445 2020-10-10 09:38:57,314 - mmaction - INFO - Epoch [223][1260/1413] lr: 2.574e-02, eta: 12:56:32, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.4768, top5_acc: 0.7117, loss_cls: 2.3781, loss: 2.3781, grad_norm: 2.9395 2020-10-10 09:39:16,669 - mmaction - INFO - Epoch [223][1280/1413] lr: 2.574e-02, eta: 12:56:11, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4806, top5_acc: 0.7139, loss_cls: 2.3689, loss: 2.3689, grad_norm: 2.9817 2020-10-10 09:39:36,109 - mmaction - INFO - Epoch [223][1300/1413] lr: 2.574e-02, eta: 12:55:51, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4892, top5_acc: 0.7168, loss_cls: 2.3407, loss: 2.3407, grad_norm: 2.9123 2020-10-10 09:39:55,500 - mmaction - INFO - Epoch [223][1320/1413] lr: 2.574e-02, eta: 12:55:31, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4826, top5_acc: 0.7083, loss_cls: 2.3694, loss: 2.3694, grad_norm: 2.9654 2020-10-10 09:40:14,884 - mmaction - INFO - Epoch [223][1340/1413] lr: 2.574e-02, eta: 12:55:11, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4694, top5_acc: 0.7073, loss_cls: 2.4019, loss: 2.4019, grad_norm: 2.9216 2020-10-10 09:40:34,314 - mmaction - INFO - Epoch [223][1360/1413] lr: 2.574e-02, eta: 12:54:51, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4803, top5_acc: 0.7103, loss_cls: 2.3861, loss: 2.3861, grad_norm: 2.9740 2020-10-10 09:40:53,752 - mmaction - INFO - Epoch [223][1380/1413] lr: 2.574e-02, eta: 12:54:30, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4861, top5_acc: 0.7184, loss_cls: 2.3299, loss: 2.3299, grad_norm: 2.9311 2020-10-10 09:41:13,151 - mmaction - INFO - Epoch [223][1400/1413] lr: 2.574e-02, eta: 12:54:10, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4849, top5_acc: 0.7161, loss_cls: 2.3493, loss: 2.3493, grad_norm: 2.8915 2020-10-10 09:42:16,010 - mmaction - INFO - Epoch [224][20/1413] lr: 2.427e-02, eta: 12:53:47, time: 2.491, data_time: 1.450, memory: 8482, top1_acc: 0.4939, top5_acc: 0.7221, loss_cls: 2.3108, loss: 2.3108, grad_norm: 2.9261 2020-10-10 09:42:35,303 - mmaction - INFO - Epoch [224][40/1413] lr: 2.427e-02, eta: 12:53:27, time: 0.963, data_time: 0.002, memory: 8482, top1_acc: 0.4785, top5_acc: 0.7124, loss_cls: 2.3555, loss: 2.3555, grad_norm: 2.9452 2020-10-10 09:42:54,601 - mmaction - INFO - Epoch [224][60/1413] lr: 2.427e-02, eta: 12:53:07, time: 0.966, data_time: 0.003, memory: 8482, top1_acc: 0.4914, top5_acc: 0.7133, loss_cls: 2.3466, loss: 2.3466, grad_norm: 2.9543 2020-10-10 09:43:13,933 - mmaction - INFO - Epoch [224][80/1413] lr: 2.427e-02, eta: 12:52:46, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5021, top5_acc: 0.7216, loss_cls: 2.2974, loss: 2.2974, grad_norm: 2.9272 2020-10-10 09:43:33,354 - mmaction - INFO - Epoch [224][100/1413] lr: 2.427e-02, eta: 12:52:26, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4827, top5_acc: 0.7169, loss_cls: 2.3331, loss: 2.3331, grad_norm: 2.9819 2020-10-10 09:43:52,762 - mmaction - INFO - Epoch [224][120/1413] lr: 2.427e-02, eta: 12:52:06, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4919, top5_acc: 0.7259, loss_cls: 2.2884, loss: 2.2884, grad_norm: 2.9444 2020-10-10 09:44:12,198 - mmaction - INFO - Epoch [224][140/1413] lr: 2.427e-02, eta: 12:51:46, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4943, top5_acc: 0.7208, loss_cls: 2.3129, loss: 2.3129, grad_norm: 2.9434 2020-10-10 09:44:31,575 - mmaction - INFO - Epoch [224][160/1413] lr: 2.427e-02, eta: 12:51:26, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4835, top5_acc: 0.7100, loss_cls: 2.3488, loss: 2.3488, grad_norm: 3.0181 2020-10-10 09:44:50,968 - mmaction - INFO - Epoch [224][180/1413] lr: 2.427e-02, eta: 12:51:05, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4874, top5_acc: 0.7215, loss_cls: 2.3489, loss: 2.3489, grad_norm: 2.9783 2020-10-10 09:45:10,382 - mmaction - INFO - Epoch [224][200/1413] lr: 2.427e-02, eta: 12:50:45, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4902, top5_acc: 0.7090, loss_cls: 2.3373, loss: 2.3373, grad_norm: 2.9295 2020-10-10 09:45:29,819 - mmaction - INFO - Epoch [224][220/1413] lr: 2.427e-02, eta: 12:50:25, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4906, top5_acc: 0.7189, loss_cls: 2.3089, loss: 2.3089, grad_norm: 2.9587 2020-10-10 09:45:49,287 - mmaction - INFO - Epoch [224][240/1413] lr: 2.427e-02, eta: 12:50:05, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4987, top5_acc: 0.7314, loss_cls: 2.2490, loss: 2.2490, grad_norm: 2.9382 2020-10-10 09:46:08,702 - mmaction - INFO - Epoch [224][260/1413] lr: 2.427e-02, eta: 12:49:44, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4977, top5_acc: 0.7237, loss_cls: 2.2744, loss: 2.2744, grad_norm: 2.9335 2020-10-10 09:46:28,098 - mmaction - INFO - Epoch [224][280/1413] lr: 2.427e-02, eta: 12:49:24, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4883, top5_acc: 0.7184, loss_cls: 2.3294, loss: 2.3294, grad_norm: 2.9602 2020-10-10 09:46:47,493 - mmaction - INFO - Epoch [224][300/1413] lr: 2.427e-02, eta: 12:49:04, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4921, top5_acc: 0.7190, loss_cls: 2.3379, loss: 2.3379, grad_norm: 2.9607 2020-10-10 09:47:06,899 - mmaction - INFO - Epoch [224][320/1413] lr: 2.427e-02, eta: 12:48:44, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4849, top5_acc: 0.7161, loss_cls: 2.3318, loss: 2.3318, grad_norm: 2.9734 2020-10-10 09:47:26,319 - mmaction - INFO - Epoch [224][340/1413] lr: 2.427e-02, eta: 12:48:24, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4836, top5_acc: 0.7150, loss_cls: 2.3540, loss: 2.3540, grad_norm: 2.9821 2020-10-10 09:47:45,742 - mmaction - INFO - Epoch [224][360/1413] lr: 2.427e-02, eta: 12:48:03, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4961, top5_acc: 0.7172, loss_cls: 2.3254, loss: 2.3254, grad_norm: 2.9565 2020-10-10 09:48:05,186 - mmaction - INFO - Epoch [224][380/1413] lr: 2.427e-02, eta: 12:47:43, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.4893, top5_acc: 0.7169, loss_cls: 2.3104, loss: 2.3104, grad_norm: 2.8942 2020-10-10 09:48:24,623 - mmaction - INFO - Epoch [224][400/1413] lr: 2.427e-02, eta: 12:47:23, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4913, top5_acc: 0.7120, loss_cls: 2.3442, loss: 2.3442, grad_norm: 2.9680 2020-10-10 09:48:43,968 - mmaction - INFO - Epoch [224][420/1413] lr: 2.427e-02, eta: 12:47:03, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4953, top5_acc: 0.7217, loss_cls: 2.3135, loss: 2.3135, grad_norm: 2.9548 2020-10-10 09:49:03,331 - mmaction - INFO - Epoch [224][440/1413] lr: 2.427e-02, eta: 12:46:42, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4859, top5_acc: 0.7194, loss_cls: 2.3449, loss: 2.3449, grad_norm: 3.0174 2020-10-10 09:49:22,726 - mmaction - INFO - Epoch [224][460/1413] lr: 2.427e-02, eta: 12:46:22, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5021, top5_acc: 0.7215, loss_cls: 2.2993, loss: 2.2993, grad_norm: 2.9363 2020-10-10 09:49:42,140 - mmaction - INFO - Epoch [224][480/1413] lr: 2.427e-02, eta: 12:46:02, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4865, top5_acc: 0.7191, loss_cls: 2.3595, loss: 2.3595, grad_norm: 2.9250 2020-10-10 09:50:01,564 - mmaction - INFO - Epoch [224][500/1413] lr: 2.427e-02, eta: 12:45:42, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4837, top5_acc: 0.7169, loss_cls: 2.3582, loss: 2.3582, grad_norm: 2.9886 2020-10-10 09:50:20,952 - mmaction - INFO - Epoch [224][520/1413] lr: 2.427e-02, eta: 12:45:22, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4880, top5_acc: 0.7137, loss_cls: 2.3391, loss: 2.3391, grad_norm: 3.0080 2020-10-10 09:50:40,333 - mmaction - INFO - Epoch [224][540/1413] lr: 2.427e-02, eta: 12:45:01, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4917, top5_acc: 0.7194, loss_cls: 2.3224, loss: 2.3224, grad_norm: 2.9618 2020-10-10 09:50:59,780 - mmaction - INFO - Epoch [224][560/1413] lr: 2.427e-02, eta: 12:44:41, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.4872, top5_acc: 0.7199, loss_cls: 2.3306, loss: 2.3306, grad_norm: 2.9901 2020-10-10 09:51:19,223 - mmaction - INFO - Epoch [224][580/1413] lr: 2.427e-02, eta: 12:44:21, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4882, top5_acc: 0.7189, loss_cls: 2.3440, loss: 2.3440, grad_norm: 2.9733 2020-10-10 09:51:38,643 - mmaction - INFO - Epoch [224][600/1413] lr: 2.427e-02, eta: 12:44:01, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4822, top5_acc: 0.7108, loss_cls: 2.3723, loss: 2.3723, grad_norm: 2.9966 2020-10-10 09:51:58,044 - mmaction - INFO - Epoch [224][620/1413] lr: 2.427e-02, eta: 12:43:41, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4949, top5_acc: 0.7210, loss_cls: 2.2963, loss: 2.2963, grad_norm: 2.9663 2020-10-10 09:52:17,483 - mmaction - INFO - Epoch [224][640/1413] lr: 2.427e-02, eta: 12:43:20, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4823, top5_acc: 0.7167, loss_cls: 2.3464, loss: 2.3464, grad_norm: 3.0158 2020-10-10 09:52:36,943 - mmaction - INFO - Epoch [224][660/1413] lr: 2.427e-02, eta: 12:43:00, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4953, top5_acc: 0.7230, loss_cls: 2.2979, loss: 2.2979, grad_norm: 3.0121 2020-10-10 09:52:56,374 - mmaction - INFO - Epoch [224][680/1413] lr: 2.427e-02, eta: 12:42:40, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4865, top5_acc: 0.7198, loss_cls: 2.3278, loss: 2.3278, grad_norm: 3.0435 2020-10-10 09:53:15,825 - mmaction - INFO - Epoch [224][700/1413] lr: 2.427e-02, eta: 12:42:20, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4857, top5_acc: 0.7151, loss_cls: 2.3428, loss: 2.3428, grad_norm: 3.0029 2020-10-10 09:53:35,179 - mmaction - INFO - Epoch [224][720/1413] lr: 2.427e-02, eta: 12:41:59, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4900, top5_acc: 0.7220, loss_cls: 2.3254, loss: 2.3254, grad_norm: 2.9993 2020-10-10 09:53:54,612 - mmaction - INFO - Epoch [224][740/1413] lr: 2.427e-02, eta: 12:41:39, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4811, top5_acc: 0.7112, loss_cls: 2.3741, loss: 2.3741, grad_norm: 3.0295 2020-10-10 09:54:13,979 - mmaction - INFO - Epoch [224][760/1413] lr: 2.427e-02, eta: 12:41:19, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4918, top5_acc: 0.7258, loss_cls: 2.2803, loss: 2.2803, grad_norm: 3.0121 2020-10-10 09:54:33,378 - mmaction - INFO - Epoch [224][780/1413] lr: 2.427e-02, eta: 12:40:59, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4863, top5_acc: 0.7186, loss_cls: 2.3046, loss: 2.3046, grad_norm: 3.0047 2020-10-10 09:54:52,820 - mmaction - INFO - Epoch [224][800/1413] lr: 2.427e-02, eta: 12:40:39, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4840, top5_acc: 0.7132, loss_cls: 2.3510, loss: 2.3510, grad_norm: 3.0051 2020-10-10 09:55:12,182 - mmaction - INFO - Epoch [224][820/1413] lr: 2.427e-02, eta: 12:40:18, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4970, top5_acc: 0.7180, loss_cls: 2.3128, loss: 2.3128, grad_norm: 2.9860 2020-10-10 09:55:31,629 - mmaction - INFO - Epoch [224][840/1413] lr: 2.427e-02, eta: 12:39:58, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4884, top5_acc: 0.7078, loss_cls: 2.3369, loss: 2.3369, grad_norm: 2.9287 2020-10-10 09:55:51,024 - mmaction - INFO - Epoch [224][860/1413] lr: 2.427e-02, eta: 12:39:38, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4901, top5_acc: 0.7236, loss_cls: 2.3173, loss: 2.3173, grad_norm: 2.9614 2020-10-10 09:56:10,379 - mmaction - INFO - Epoch [224][880/1413] lr: 2.427e-02, eta: 12:39:18, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4826, top5_acc: 0.7212, loss_cls: 2.3081, loss: 2.3081, grad_norm: 2.9844 2020-10-10 09:56:29,721 - mmaction - INFO - Epoch [224][900/1413] lr: 2.427e-02, eta: 12:38:57, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4936, top5_acc: 0.7254, loss_cls: 2.2888, loss: 2.2888, grad_norm: 2.9750 2020-10-10 09:56:49,227 - mmaction - INFO - Epoch [224][920/1413] lr: 2.427e-02, eta: 12:38:37, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.4803, top5_acc: 0.7107, loss_cls: 2.3731, loss: 2.3731, grad_norm: 3.0340 2020-10-10 09:57:08,709 - mmaction - INFO - Epoch [224][940/1413] lr: 2.427e-02, eta: 12:38:17, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.4832, top5_acc: 0.7141, loss_cls: 2.3426, loss: 2.3426, grad_norm: 2.9923 2020-10-10 09:57:28,116 - mmaction - INFO - Epoch [224][960/1413] lr: 2.427e-02, eta: 12:37:57, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4783, top5_acc: 0.7105, loss_cls: 2.3681, loss: 2.3681, grad_norm: 3.0254 2020-10-10 09:57:47,508 - mmaction - INFO - Epoch [224][980/1413] lr: 2.427e-02, eta: 12:37:37, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4880, top5_acc: 0.7184, loss_cls: 2.3249, loss: 2.3249, grad_norm: 3.0140 2020-10-10 09:58:06,893 - mmaction - INFO - Epoch [224][1000/1413] lr: 2.427e-02, eta: 12:37:16, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4893, top5_acc: 0.7124, loss_cls: 2.3387, loss: 2.3387, grad_norm: 2.9641 2020-10-10 09:58:26,303 - mmaction - INFO - Epoch [224][1020/1413] lr: 2.427e-02, eta: 12:36:56, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4934, top5_acc: 0.7152, loss_cls: 2.3473, loss: 2.3473, grad_norm: 2.9828 2020-10-10 09:58:45,742 - mmaction - INFO - Epoch [224][1040/1413] lr: 2.427e-02, eta: 12:36:36, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4828, top5_acc: 0.7113, loss_cls: 2.3520, loss: 2.3520, grad_norm: 3.0397 2020-10-10 09:59:05,203 - mmaction - INFO - Epoch [224][1060/1413] lr: 2.427e-02, eta: 12:36:16, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.4836, top5_acc: 0.7118, loss_cls: 2.3489, loss: 2.3489, grad_norm: 2.9858 2020-10-10 09:59:24,610 - mmaction - INFO - Epoch [224][1080/1413] lr: 2.427e-02, eta: 12:35:56, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4867, top5_acc: 0.7092, loss_cls: 2.3745, loss: 2.3745, grad_norm: 2.9816 2020-10-10 09:59:43,992 - mmaction - INFO - Epoch [224][1100/1413] lr: 2.427e-02, eta: 12:35:35, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4855, top5_acc: 0.7142, loss_cls: 2.3433, loss: 2.3433, grad_norm: 3.0242 2020-10-10 10:00:04,199 - mmaction - INFO - Epoch [224][1120/1413] lr: 2.427e-02, eta: 12:35:16, time: 1.010, data_time: 0.002, memory: 8482, top1_acc: 0.4806, top5_acc: 0.7135, loss_cls: 2.3617, loss: 2.3617, grad_norm: 3.0034 2020-10-10 10:00:24,454 - mmaction - INFO - Epoch [224][1140/1413] lr: 2.427e-02, eta: 12:34:56, time: 1.014, data_time: 0.004, memory: 8482, top1_acc: 0.4815, top5_acc: 0.7169, loss_cls: 2.3388, loss: 2.3388, grad_norm: 2.9763 2020-10-10 10:00:43,894 - mmaction - INFO - Epoch [224][1160/1413] lr: 2.427e-02, eta: 12:34:36, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4822, top5_acc: 0.7137, loss_cls: 2.3472, loss: 2.3472, grad_norm: 2.9526 2020-10-10 10:01:03,330 - mmaction - INFO - Epoch [224][1180/1413] lr: 2.427e-02, eta: 12:34:16, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4910, top5_acc: 0.7247, loss_cls: 2.2960, loss: 2.2960, grad_norm: 2.9993 2020-10-10 10:01:22,739 - mmaction - INFO - Epoch [224][1200/1413] lr: 2.427e-02, eta: 12:33:55, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4885, top5_acc: 0.7236, loss_cls: 2.3195, loss: 2.3195, grad_norm: 2.9866 2020-10-10 10:01:42,150 - mmaction - INFO - Epoch [224][1220/1413] lr: 2.427e-02, eta: 12:33:35, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4831, top5_acc: 0.7148, loss_cls: 2.3623, loss: 2.3623, grad_norm: 3.0082 2020-10-10 10:02:01,516 - mmaction - INFO - Epoch [224][1240/1413] lr: 2.427e-02, eta: 12:33:15, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4892, top5_acc: 0.7142, loss_cls: 2.3613, loss: 2.3613, grad_norm: 3.0216 2020-10-10 10:02:20,954 - mmaction - INFO - Epoch [224][1260/1413] lr: 2.427e-02, eta: 12:32:55, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4885, top5_acc: 0.7130, loss_cls: 2.3503, loss: 2.3503, grad_norm: 2.9902 2020-10-10 10:02:40,362 - mmaction - INFO - Epoch [224][1280/1413] lr: 2.427e-02, eta: 12:32:35, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4823, top5_acc: 0.7156, loss_cls: 2.3444, loss: 2.3444, grad_norm: 3.0342 2020-10-10 10:02:59,781 - mmaction - INFO - Epoch [224][1300/1413] lr: 2.427e-02, eta: 12:32:14, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4865, top5_acc: 0.7134, loss_cls: 2.3296, loss: 2.3296, grad_norm: 3.0263 2020-10-10 10:03:19,279 - mmaction - INFO - Epoch [224][1320/1413] lr: 2.427e-02, eta: 12:31:54, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.4876, top5_acc: 0.7079, loss_cls: 2.3517, loss: 2.3517, grad_norm: 2.9631 2020-10-10 10:03:38,686 - mmaction - INFO - Epoch [224][1340/1413] lr: 2.427e-02, eta: 12:31:34, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4888, top5_acc: 0.7147, loss_cls: 2.3268, loss: 2.3268, grad_norm: 3.0044 2020-10-10 10:03:58,217 - mmaction - INFO - Epoch [224][1360/1413] lr: 2.427e-02, eta: 12:31:14, time: 0.976, data_time: 0.001, memory: 8482, top1_acc: 0.4893, top5_acc: 0.7168, loss_cls: 2.3266, loss: 2.3266, grad_norm: 2.9474 2020-10-10 10:04:17,595 - mmaction - INFO - Epoch [224][1380/1413] lr: 2.427e-02, eta: 12:30:54, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4844, top5_acc: 0.7199, loss_cls: 2.3377, loss: 2.3377, grad_norm: 3.0073 2020-10-10 10:04:37,006 - mmaction - INFO - Epoch [224][1400/1413] lr: 2.427e-02, eta: 12:30:33, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4885, top5_acc: 0.7159, loss_cls: 2.3489, loss: 2.3489, grad_norm: 3.0265 2020-10-10 10:04:51,164 - mmaction - INFO - Saving checkpoint at 224 epochs 2020-10-10 10:06:17,013 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-10 10:06:19,670 - mmaction - INFO - top1_acc 0.5052 top5_acc 0.7424 2020-10-10 10:06:19,670 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-10 10:06:19,790 - mmaction - INFO - mean_acc 0.5051 2020-10-10 10:06:19,790 - mmaction - INFO - Now best checkpoint is epoch_224.pth 2020-10-10 10:06:19,836 - mmaction - INFO - Epoch(val) [224][1413] top1_acc: 0.5052, top5_acc: 0.7424, mean_class_accuracy: 0.5051 2020-10-10 10:07:06,387 - mmaction - INFO - Epoch [225][20/1413] lr: 2.284e-02, eta: 12:30:08, time: 2.326, data_time: 1.262, memory: 8482, top1_acc: 0.4923, top5_acc: 0.7171, loss_cls: 2.3627, loss: 2.3627, grad_norm: 3.0330 2020-10-10 10:07:25,589 - mmaction - INFO - Epoch [225][40/1413] lr: 2.284e-02, eta: 12:29:48, time: 0.961, data_time: 0.002, memory: 8482, top1_acc: 0.4940, top5_acc: 0.7195, loss_cls: 2.3120, loss: 2.3120, grad_norm: 2.9809 2020-10-10 10:07:44,864 - mmaction - INFO - Epoch [225][60/1413] lr: 2.284e-02, eta: 12:29:28, time: 0.962, data_time: 0.001, memory: 8482, top1_acc: 0.4954, top5_acc: 0.7246, loss_cls: 2.2824, loss: 2.2824, grad_norm: 3.0022 2020-10-10 10:08:04,174 - mmaction - INFO - Epoch [225][80/1413] lr: 2.284e-02, eta: 12:29:08, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.5017, top5_acc: 0.7337, loss_cls: 2.2438, loss: 2.2438, grad_norm: 3.0088 2020-10-10 10:08:23,530 - mmaction - INFO - Epoch [225][100/1413] lr: 2.284e-02, eta: 12:28:47, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4844, top5_acc: 0.7173, loss_cls: 2.3365, loss: 2.3365, grad_norm: 3.0827 2020-10-10 10:08:42,864 - mmaction - INFO - Epoch [225][120/1413] lr: 2.284e-02, eta: 12:28:27, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4951, top5_acc: 0.7234, loss_cls: 2.2960, loss: 2.2960, grad_norm: 2.9905 2020-10-10 10:09:02,291 - mmaction - INFO - Epoch [225][140/1413] lr: 2.284e-02, eta: 12:28:07, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5064, top5_acc: 0.7279, loss_cls: 2.2738, loss: 2.2738, grad_norm: 3.0174 2020-10-10 10:09:21,630 - mmaction - INFO - Epoch [225][160/1413] lr: 2.284e-02, eta: 12:27:47, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4939, top5_acc: 0.7223, loss_cls: 2.2977, loss: 2.2977, grad_norm: 2.9598 2020-10-10 10:09:41,038 - mmaction - INFO - Epoch [225][180/1413] lr: 2.284e-02, eta: 12:27:26, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4936, top5_acc: 0.7215, loss_cls: 2.2923, loss: 2.2923, grad_norm: 3.0393 2020-10-10 10:10:00,412 - mmaction - INFO - Epoch [225][200/1413] lr: 2.284e-02, eta: 12:27:06, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4969, top5_acc: 0.7178, loss_cls: 2.3054, loss: 2.3054, grad_norm: 2.9907 2020-10-10 10:10:19,797 - mmaction - INFO - Epoch [225][220/1413] lr: 2.284e-02, eta: 12:26:46, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4902, top5_acc: 0.7122, loss_cls: 2.3143, loss: 2.3143, grad_norm: 3.0301 2020-10-10 10:10:39,214 - mmaction - INFO - Epoch [225][240/1413] lr: 2.284e-02, eta: 12:26:26, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4828, top5_acc: 0.7169, loss_cls: 2.3250, loss: 2.3250, grad_norm: 3.0091 2020-10-10 10:10:58,617 - mmaction - INFO - Epoch [225][260/1413] lr: 2.284e-02, eta: 12:26:06, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4934, top5_acc: 0.7189, loss_cls: 2.3311, loss: 2.3311, grad_norm: 2.9977 2020-10-10 10:11:17,974 - mmaction - INFO - Epoch [225][280/1413] lr: 2.284e-02, eta: 12:25:45, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4953, top5_acc: 0.7246, loss_cls: 2.2878, loss: 2.2878, grad_norm: 3.0312 2020-10-10 10:11:37,395 - mmaction - INFO - Epoch [225][300/1413] lr: 2.284e-02, eta: 12:25:25, time: 0.971, data_time: 0.004, memory: 8482, top1_acc: 0.4990, top5_acc: 0.7230, loss_cls: 2.2990, loss: 2.2990, grad_norm: 3.0068 2020-10-10 10:11:56,805 - mmaction - INFO - Epoch [225][320/1413] lr: 2.284e-02, eta: 12:25:05, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4911, top5_acc: 0.7208, loss_cls: 2.3076, loss: 2.3076, grad_norm: 3.0353 2020-10-10 10:12:16,215 - mmaction - INFO - Epoch [225][340/1413] lr: 2.284e-02, eta: 12:24:45, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4927, top5_acc: 0.7246, loss_cls: 2.2867, loss: 2.2867, grad_norm: 3.0284 2020-10-10 10:12:35,585 - mmaction - INFO - Epoch [225][360/1413] lr: 2.284e-02, eta: 12:24:25, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4824, top5_acc: 0.7124, loss_cls: 2.3604, loss: 2.3604, grad_norm: 3.0604 2020-10-10 10:12:55,009 - mmaction - INFO - Epoch [225][380/1413] lr: 2.284e-02, eta: 12:24:04, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4944, top5_acc: 0.7237, loss_cls: 2.2835, loss: 2.2835, grad_norm: 3.0217 2020-10-10 10:13:14,385 - mmaction - INFO - Epoch [225][400/1413] lr: 2.284e-02, eta: 12:23:44, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4957, top5_acc: 0.7249, loss_cls: 2.2865, loss: 2.2865, grad_norm: 3.0539 2020-10-10 10:13:33,740 - mmaction - INFO - Epoch [225][420/1413] lr: 2.284e-02, eta: 12:23:24, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4996, top5_acc: 0.7285, loss_cls: 2.2604, loss: 2.2604, grad_norm: 3.0057 2020-10-10 10:13:53,184 - mmaction - INFO - Epoch [225][440/1413] lr: 2.284e-02, eta: 12:23:04, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4902, top5_acc: 0.7207, loss_cls: 2.3075, loss: 2.3075, grad_norm: 2.9988 2020-10-10 10:14:12,603 - mmaction - INFO - Epoch [225][460/1413] lr: 2.284e-02, eta: 12:22:44, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4854, top5_acc: 0.7124, loss_cls: 2.3797, loss: 2.3797, grad_norm: 3.0191 2020-10-10 10:14:31,947 - mmaction - INFO - Epoch [225][480/1413] lr: 2.284e-02, eta: 12:22:23, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4939, top5_acc: 0.7143, loss_cls: 2.3337, loss: 2.3337, grad_norm: 3.0236 2020-10-10 10:14:51,343 - mmaction - INFO - Epoch [225][500/1413] lr: 2.284e-02, eta: 12:22:03, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4940, top5_acc: 0.7219, loss_cls: 2.3140, loss: 2.3140, grad_norm: 3.0500 2020-10-10 10:15:10,726 - mmaction - INFO - Epoch [225][520/1413] lr: 2.284e-02, eta: 12:21:43, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4841, top5_acc: 0.7121, loss_cls: 2.3446, loss: 2.3446, grad_norm: 2.9973 2020-10-10 10:15:30,074 - mmaction - INFO - Epoch [225][540/1413] lr: 2.284e-02, eta: 12:21:23, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4824, top5_acc: 0.7203, loss_cls: 2.3358, loss: 2.3358, grad_norm: 3.0243 2020-10-10 10:15:49,494 - mmaction - INFO - Epoch [225][560/1413] lr: 2.284e-02, eta: 12:21:02, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4986, top5_acc: 0.7156, loss_cls: 2.2935, loss: 2.2935, grad_norm: 2.9904 2020-10-10 10:16:08,986 - mmaction - INFO - Epoch [225][580/1413] lr: 2.284e-02, eta: 12:20:42, time: 0.974, data_time: 0.001, memory: 8482, top1_acc: 0.4865, top5_acc: 0.7167, loss_cls: 2.3302, loss: 2.3302, grad_norm: 3.0277 2020-10-10 10:16:28,336 - mmaction - INFO - Epoch [225][600/1413] lr: 2.284e-02, eta: 12:20:22, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4926, top5_acc: 0.7272, loss_cls: 2.3087, loss: 2.3087, grad_norm: 3.0224 2020-10-10 10:16:47,703 - mmaction - INFO - Epoch [225][620/1413] lr: 2.284e-02, eta: 12:20:02, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4905, top5_acc: 0.7177, loss_cls: 2.3325, loss: 2.3325, grad_norm: 3.0378 2020-10-10 10:17:07,026 - mmaction - INFO - Epoch [225][640/1413] lr: 2.284e-02, eta: 12:19:42, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.4947, top5_acc: 0.7290, loss_cls: 2.2787, loss: 2.2787, grad_norm: 3.0363 2020-10-10 10:17:26,459 - mmaction - INFO - Epoch [225][660/1413] lr: 2.284e-02, eta: 12:19:21, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4852, top5_acc: 0.7115, loss_cls: 2.3537, loss: 2.3537, grad_norm: 2.9890 2020-10-10 10:17:45,852 - mmaction - INFO - Epoch [225][680/1413] lr: 2.284e-02, eta: 12:19:01, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4934, top5_acc: 0.7178, loss_cls: 2.3162, loss: 2.3162, grad_norm: 3.0335 2020-10-10 10:18:05,275 - mmaction - INFO - Epoch [225][700/1413] lr: 2.284e-02, eta: 12:18:41, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4893, top5_acc: 0.7220, loss_cls: 2.2983, loss: 2.2983, grad_norm: 3.0205 2020-10-10 10:18:24,726 - mmaction - INFO - Epoch [225][720/1413] lr: 2.284e-02, eta: 12:18:21, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4917, top5_acc: 0.7195, loss_cls: 2.3079, loss: 2.3079, grad_norm: 2.9929 2020-10-10 10:18:44,114 - mmaction - INFO - Epoch [225][740/1413] lr: 2.284e-02, eta: 12:18:01, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4857, top5_acc: 0.7111, loss_cls: 2.3376, loss: 2.3376, grad_norm: 3.0199 2020-10-10 10:19:03,523 - mmaction - INFO - Epoch [225][760/1413] lr: 2.284e-02, eta: 12:17:40, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4850, top5_acc: 0.7182, loss_cls: 2.3398, loss: 2.3398, grad_norm: 3.0219 2020-10-10 10:19:22,854 - mmaction - INFO - Epoch [225][780/1413] lr: 2.284e-02, eta: 12:17:20, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4902, top5_acc: 0.7168, loss_cls: 2.3397, loss: 2.3397, grad_norm: 3.0650 2020-10-10 10:19:42,316 - mmaction - INFO - Epoch [225][800/1413] lr: 2.284e-02, eta: 12:17:00, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4943, top5_acc: 0.7129, loss_cls: 2.3089, loss: 2.3089, grad_norm: 2.9772 2020-10-10 10:20:01,760 - mmaction - INFO - Epoch [225][820/1413] lr: 2.284e-02, eta: 12:16:40, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4896, top5_acc: 0.7161, loss_cls: 2.3327, loss: 2.3327, grad_norm: 3.0334 2020-10-10 10:20:21,110 - mmaction - INFO - Epoch [225][840/1413] lr: 2.284e-02, eta: 12:16:20, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5033, top5_acc: 0.7243, loss_cls: 2.3046, loss: 2.3046, grad_norm: 3.0113 2020-10-10 10:20:40,534 - mmaction - INFO - Epoch [225][860/1413] lr: 2.284e-02, eta: 12:15:59, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4898, top5_acc: 0.7077, loss_cls: 2.3685, loss: 2.3685, grad_norm: 3.0258 2020-10-10 10:20:59,944 - mmaction - INFO - Epoch [225][880/1413] lr: 2.284e-02, eta: 12:15:39, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4911, top5_acc: 0.7151, loss_cls: 2.3231, loss: 2.3231, grad_norm: 2.9898 2020-10-10 10:21:19,339 - mmaction - INFO - Epoch [225][900/1413] lr: 2.284e-02, eta: 12:15:19, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4934, top5_acc: 0.7133, loss_cls: 2.3188, loss: 2.3188, grad_norm: 2.9921 2020-10-10 10:21:38,741 - mmaction - INFO - Epoch [225][920/1413] lr: 2.284e-02, eta: 12:14:59, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4960, top5_acc: 0.7301, loss_cls: 2.2706, loss: 2.2706, grad_norm: 3.0260 2020-10-10 10:21:58,099 - mmaction - INFO - Epoch [225][940/1413] lr: 2.284e-02, eta: 12:14:39, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4888, top5_acc: 0.7190, loss_cls: 2.3177, loss: 2.3177, grad_norm: 3.0549 2020-10-10 10:22:17,521 - mmaction - INFO - Epoch [225][960/1413] lr: 2.284e-02, eta: 12:14:19, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4919, top5_acc: 0.7190, loss_cls: 2.3174, loss: 2.3174, grad_norm: 3.0544 2020-10-10 10:22:36,878 - mmaction - INFO - Epoch [225][980/1413] lr: 2.284e-02, eta: 12:13:58, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4949, top5_acc: 0.7111, loss_cls: 2.3220, loss: 2.3220, grad_norm: 3.0635 2020-10-10 10:22:56,230 - mmaction - INFO - Epoch [225][1000/1413] lr: 2.284e-02, eta: 12:13:38, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4820, top5_acc: 0.7141, loss_cls: 2.3594, loss: 2.3594, grad_norm: 2.9976 2020-10-10 10:23:15,615 - mmaction - INFO - Epoch [225][1020/1413] lr: 2.284e-02, eta: 12:13:18, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4862, top5_acc: 0.7216, loss_cls: 2.3047, loss: 2.3047, grad_norm: 3.0040 2020-10-10 10:23:35,032 - mmaction - INFO - Epoch [225][1040/1413] lr: 2.284e-02, eta: 12:12:58, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4967, top5_acc: 0.7245, loss_cls: 2.2931, loss: 2.2931, grad_norm: 3.0166 2020-10-10 10:23:54,393 - mmaction - INFO - Epoch [225][1060/1413] lr: 2.284e-02, eta: 12:12:37, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4935, top5_acc: 0.7189, loss_cls: 2.3149, loss: 2.3149, grad_norm: 3.0445 2020-10-10 10:24:13,712 - mmaction - INFO - Epoch [225][1080/1413] lr: 2.284e-02, eta: 12:12:17, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4892, top5_acc: 0.7152, loss_cls: 2.3287, loss: 2.3287, grad_norm: 3.0404 2020-10-10 10:24:33,174 - mmaction - INFO - Epoch [225][1100/1413] lr: 2.284e-02, eta: 12:11:57, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4893, top5_acc: 0.7219, loss_cls: 2.3041, loss: 2.3041, grad_norm: 3.0401 2020-10-10 10:24:52,566 - mmaction - INFO - Epoch [225][1120/1413] lr: 2.284e-02, eta: 12:11:37, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4983, top5_acc: 0.7247, loss_cls: 2.2704, loss: 2.2704, grad_norm: 3.0235 2020-10-10 10:25:11,943 - mmaction - INFO - Epoch [225][1140/1413] lr: 2.284e-02, eta: 12:11:17, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4887, top5_acc: 0.7174, loss_cls: 2.3372, loss: 2.3372, grad_norm: 3.0547 2020-10-10 10:25:31,305 - mmaction - INFO - Epoch [225][1160/1413] lr: 2.284e-02, eta: 12:10:56, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4852, top5_acc: 0.7104, loss_cls: 2.3665, loss: 2.3665, grad_norm: 3.1071 2020-10-10 10:25:50,671 - mmaction - INFO - Epoch [225][1180/1413] lr: 2.284e-02, eta: 12:10:36, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4951, top5_acc: 0.7305, loss_cls: 2.2672, loss: 2.2672, grad_norm: 3.0450 2020-10-10 10:26:09,993 - mmaction - INFO - Epoch [225][1200/1413] lr: 2.284e-02, eta: 12:10:16, time: 0.965, data_time: 0.001, memory: 8482, top1_acc: 0.4855, top5_acc: 0.7108, loss_cls: 2.3713, loss: 2.3713, grad_norm: 3.0828 2020-10-10 10:26:29,375 - mmaction - INFO - Epoch [225][1220/1413] lr: 2.284e-02, eta: 12:09:56, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4833, top5_acc: 0.7091, loss_cls: 2.3666, loss: 2.3666, grad_norm: 3.1132 2020-10-10 10:26:48,783 - mmaction - INFO - Epoch [225][1240/1413] lr: 2.284e-02, eta: 12:09:36, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4953, top5_acc: 0.7180, loss_cls: 2.3041, loss: 2.3041, grad_norm: 3.0108 2020-10-10 10:27:08,188 - mmaction - INFO - Epoch [225][1260/1413] lr: 2.284e-02, eta: 12:09:15, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4852, top5_acc: 0.7208, loss_cls: 2.3247, loss: 2.3247, grad_norm: 3.0494 2020-10-10 10:27:27,598 - mmaction - INFO - Epoch [225][1280/1413] lr: 2.284e-02, eta: 12:08:55, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4973, top5_acc: 0.7155, loss_cls: 2.3351, loss: 2.3351, grad_norm: 3.0242 2020-10-10 10:27:46,950 - mmaction - INFO - Epoch [225][1300/1413] lr: 2.284e-02, eta: 12:08:35, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.4967, top5_acc: 0.7223, loss_cls: 2.2772, loss: 2.2772, grad_norm: 3.0308 2020-10-10 10:28:06,329 - mmaction - INFO - Epoch [225][1320/1413] lr: 2.284e-02, eta: 12:08:15, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4866, top5_acc: 0.7184, loss_cls: 2.3243, loss: 2.3243, grad_norm: 3.0472 2020-10-10 10:28:25,742 - mmaction - INFO - Epoch [225][1340/1413] lr: 2.284e-02, eta: 12:07:55, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4900, top5_acc: 0.7212, loss_cls: 2.3188, loss: 2.3188, grad_norm: 3.0341 2020-10-10 10:28:45,158 - mmaction - INFO - Epoch [225][1360/1413] lr: 2.284e-02, eta: 12:07:35, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4914, top5_acc: 0.7182, loss_cls: 2.3253, loss: 2.3253, grad_norm: 3.0778 2020-10-10 10:29:04,555 - mmaction - INFO - Epoch [225][1380/1413] lr: 2.284e-02, eta: 12:07:14, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4913, top5_acc: 0.7145, loss_cls: 2.3154, loss: 2.3154, grad_norm: 3.0264 2020-10-10 10:29:23,972 - mmaction - INFO - Epoch [225][1400/1413] lr: 2.284e-02, eta: 12:06:54, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4918, top5_acc: 0.7229, loss_cls: 2.2912, loss: 2.2912, grad_norm: 3.0825 2020-10-10 10:30:28,128 - mmaction - INFO - Epoch [226][20/1413] lr: 2.145e-02, eta: 12:06:31, time: 2.559, data_time: 1.516, memory: 8482, top1_acc: 0.5052, top5_acc: 0.7271, loss_cls: 2.2575, loss: 2.2575, grad_norm: 3.0051 2020-10-10 10:30:47,457 - mmaction - INFO - Epoch [226][40/1413] lr: 2.145e-02, eta: 12:06:11, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4991, top5_acc: 0.7268, loss_cls: 2.2657, loss: 2.2657, grad_norm: 3.0284 2020-10-10 10:31:06,826 - mmaction - INFO - Epoch [226][60/1413] lr: 2.145e-02, eta: 12:05:51, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4947, top5_acc: 0.7208, loss_cls: 2.3074, loss: 2.3074, grad_norm: 3.0875 2020-10-10 10:31:26,178 - mmaction - INFO - Epoch [226][80/1413] lr: 2.145e-02, eta: 12:05:31, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4983, top5_acc: 0.7236, loss_cls: 2.3013, loss: 2.3013, grad_norm: 3.0254 2020-10-10 10:31:45,576 - mmaction - INFO - Epoch [226][100/1413] lr: 2.145e-02, eta: 12:05:10, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5008, top5_acc: 0.7258, loss_cls: 2.2868, loss: 2.2868, grad_norm: 3.0426 2020-10-10 10:32:04,972 - mmaction - INFO - Epoch [226][120/1413] lr: 2.145e-02, eta: 12:04:50, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4937, top5_acc: 0.7182, loss_cls: 2.2944, loss: 2.2944, grad_norm: 3.0426 2020-10-10 10:32:24,337 - mmaction - INFO - Epoch [226][140/1413] lr: 2.145e-02, eta: 12:04:30, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5094, top5_acc: 0.7201, loss_cls: 2.2657, loss: 2.2657, grad_norm: 3.0336 2020-10-10 10:32:43,753 - mmaction - INFO - Epoch [226][160/1413] lr: 2.145e-02, eta: 12:04:10, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5078, top5_acc: 0.7286, loss_cls: 2.2457, loss: 2.2457, grad_norm: 3.0070 2020-10-10 10:33:03,188 - mmaction - INFO - Epoch [226][180/1413] lr: 2.145e-02, eta: 12:03:50, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5085, top5_acc: 0.7328, loss_cls: 2.2247, loss: 2.2247, grad_norm: 2.9956 2020-10-10 10:33:22,587 - mmaction - INFO - Epoch [226][200/1413] lr: 2.145e-02, eta: 12:03:29, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4993, top5_acc: 0.7224, loss_cls: 2.2862, loss: 2.2862, grad_norm: 3.0338 2020-10-10 10:33:41,970 - mmaction - INFO - Epoch [226][220/1413] lr: 2.145e-02, eta: 12:03:09, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5043, top5_acc: 0.7366, loss_cls: 2.2403, loss: 2.2403, grad_norm: 3.0604 2020-10-10 10:34:01,392 - mmaction - INFO - Epoch [226][240/1413] lr: 2.145e-02, eta: 12:02:49, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5016, top5_acc: 0.7332, loss_cls: 2.2524, loss: 2.2524, grad_norm: 3.0840 2020-10-10 10:34:20,699 - mmaction - INFO - Epoch [226][260/1413] lr: 2.145e-02, eta: 12:02:29, time: 0.966, data_time: 0.003, memory: 8482, top1_acc: 0.4987, top5_acc: 0.7312, loss_cls: 2.2555, loss: 2.2555, grad_norm: 3.0597 2020-10-10 10:34:40,043 - mmaction - INFO - Epoch [226][280/1413] lr: 2.145e-02, eta: 12:02:09, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.4923, top5_acc: 0.7229, loss_cls: 2.3023, loss: 2.3023, grad_norm: 3.0965 2020-10-10 10:34:59,489 - mmaction - INFO - Epoch [226][300/1413] lr: 2.145e-02, eta: 12:01:48, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4867, top5_acc: 0.7177, loss_cls: 2.3143, loss: 2.3143, grad_norm: 3.1329 2020-10-10 10:35:18,953 - mmaction - INFO - Epoch [226][320/1413] lr: 2.145e-02, eta: 12:01:28, time: 0.975, data_time: 0.003, memory: 8482, top1_acc: 0.4986, top5_acc: 0.7258, loss_cls: 2.2770, loss: 2.2770, grad_norm: 3.0651 2020-10-10 10:35:38,369 - mmaction - INFO - Epoch [226][340/1413] lr: 2.145e-02, eta: 12:01:08, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4909, top5_acc: 0.7211, loss_cls: 2.3059, loss: 2.3059, grad_norm: 3.0277 2020-10-10 10:35:57,729 - mmaction - INFO - Epoch [226][360/1413] lr: 2.145e-02, eta: 12:00:48, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5007, top5_acc: 0.7276, loss_cls: 2.2817, loss: 2.2817, grad_norm: 3.0841 2020-10-10 10:36:17,130 - mmaction - INFO - Epoch [226][380/1413] lr: 2.145e-02, eta: 12:00:28, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4871, top5_acc: 0.7195, loss_cls: 2.3015, loss: 2.3015, grad_norm: 3.1336 2020-10-10 10:36:36,542 - mmaction - INFO - Epoch [226][400/1413] lr: 2.145e-02, eta: 12:00:08, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4944, top5_acc: 0.7238, loss_cls: 2.2827, loss: 2.2827, grad_norm: 3.1161 2020-10-10 10:36:55,942 - mmaction - INFO - Epoch [226][420/1413] lr: 2.145e-02, eta: 11:59:47, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4922, top5_acc: 0.7268, loss_cls: 2.2761, loss: 2.2761, grad_norm: 3.1027 2020-10-10 10:37:15,361 - mmaction - INFO - Epoch [226][440/1413] lr: 2.145e-02, eta: 11:59:27, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5004, top5_acc: 0.7245, loss_cls: 2.2941, loss: 2.2941, grad_norm: 3.0570 2020-10-10 10:37:34,773 - mmaction - INFO - Epoch [226][460/1413] lr: 2.145e-02, eta: 11:59:07, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4970, top5_acc: 0.7232, loss_cls: 2.2910, loss: 2.2910, grad_norm: 3.0799 2020-10-10 10:37:54,169 - mmaction - INFO - Epoch [226][480/1413] lr: 2.145e-02, eta: 11:58:47, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4984, top5_acc: 0.7223, loss_cls: 2.2995, loss: 2.2995, grad_norm: 3.1002 2020-10-10 10:38:13,540 - mmaction - INFO - Epoch [226][500/1413] lr: 2.145e-02, eta: 11:58:27, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4957, top5_acc: 0.7210, loss_cls: 2.3007, loss: 2.3007, grad_norm: 3.1047 2020-10-10 10:38:32,998 - mmaction - INFO - Epoch [226][520/1413] lr: 2.145e-02, eta: 11:58:07, time: 0.974, data_time: 0.003, memory: 8482, top1_acc: 0.4898, top5_acc: 0.7164, loss_cls: 2.3301, loss: 2.3301, grad_norm: 3.0598 2020-10-10 10:38:52,340 - mmaction - INFO - Epoch [226][540/1413] lr: 2.145e-02, eta: 11:57:46, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5030, top5_acc: 0.7260, loss_cls: 2.2695, loss: 2.2695, grad_norm: 3.0372 2020-10-10 10:39:11,731 - mmaction - INFO - Epoch [226][560/1413] lr: 2.145e-02, eta: 11:57:26, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4852, top5_acc: 0.7118, loss_cls: 2.3310, loss: 2.3310, grad_norm: 3.0848 2020-10-10 10:39:31,125 - mmaction - INFO - Epoch [226][580/1413] lr: 2.145e-02, eta: 11:57:06, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4951, top5_acc: 0.7198, loss_cls: 2.2987, loss: 2.2987, grad_norm: 3.0381 2020-10-10 10:39:50,499 - mmaction - INFO - Epoch [226][600/1413] lr: 2.145e-02, eta: 11:56:46, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5096, top5_acc: 0.7345, loss_cls: 2.2142, loss: 2.2142, grad_norm: 3.0221 2020-10-10 10:40:09,921 - mmaction - INFO - Epoch [226][620/1413] lr: 2.145e-02, eta: 11:56:26, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4958, top5_acc: 0.7174, loss_cls: 2.2971, loss: 2.2971, grad_norm: 3.0380 2020-10-10 10:40:29,316 - mmaction - INFO - Epoch [226][640/1413] lr: 2.145e-02, eta: 11:56:05, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4983, top5_acc: 0.7241, loss_cls: 2.2747, loss: 2.2747, grad_norm: 3.0762 2020-10-10 10:40:48,757 - mmaction - INFO - Epoch [226][660/1413] lr: 2.145e-02, eta: 11:55:45, time: 0.972, data_time: 0.005, memory: 8482, top1_acc: 0.5027, top5_acc: 0.7273, loss_cls: 2.2672, loss: 2.2672, grad_norm: 3.0983 2020-10-10 10:41:08,075 - mmaction - INFO - Epoch [226][680/1413] lr: 2.145e-02, eta: 11:55:25, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.4971, top5_acc: 0.7232, loss_cls: 2.2896, loss: 2.2896, grad_norm: 3.1131 2020-10-10 10:41:27,475 - mmaction - INFO - Epoch [226][700/1413] lr: 2.145e-02, eta: 11:55:05, time: 0.970, data_time: 0.004, memory: 8482, top1_acc: 0.4924, top5_acc: 0.7143, loss_cls: 2.3347, loss: 2.3347, grad_norm: 3.0772 2020-10-10 10:41:46,897 - mmaction - INFO - Epoch [226][720/1413] lr: 2.145e-02, eta: 11:54:45, time: 0.971, data_time: 0.005, memory: 8482, top1_acc: 0.4951, top5_acc: 0.7201, loss_cls: 2.3020, loss: 2.3020, grad_norm: 3.1159 2020-10-10 10:42:06,343 - mmaction - INFO - Epoch [226][740/1413] lr: 2.145e-02, eta: 11:54:25, time: 0.972, data_time: 0.005, memory: 8482, top1_acc: 0.4941, top5_acc: 0.7221, loss_cls: 2.3098, loss: 2.3098, grad_norm: 3.0878 2020-10-10 10:42:25,743 - mmaction - INFO - Epoch [226][760/1413] lr: 2.145e-02, eta: 11:54:04, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4995, top5_acc: 0.7253, loss_cls: 2.2884, loss: 2.2884, grad_norm: 3.0541 2020-10-10 10:42:45,145 - mmaction - INFO - Epoch [226][780/1413] lr: 2.145e-02, eta: 11:53:44, time: 0.969, data_time: 0.004, memory: 8482, top1_acc: 0.5008, top5_acc: 0.7220, loss_cls: 2.2943, loss: 2.2943, grad_norm: 3.1026 2020-10-10 10:43:04,509 - mmaction - INFO - Epoch [226][800/1413] lr: 2.145e-02, eta: 11:53:24, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4936, top5_acc: 0.7182, loss_cls: 2.3318, loss: 2.3318, grad_norm: 3.1342 2020-10-10 10:43:23,948 - mmaction - INFO - Epoch [226][820/1413] lr: 2.145e-02, eta: 11:53:04, time: 0.971, data_time: 0.004, memory: 8482, top1_acc: 0.4988, top5_acc: 0.7275, loss_cls: 2.2690, loss: 2.2690, grad_norm: 3.0943 2020-10-10 10:43:43,381 - mmaction - INFO - Epoch [226][840/1413] lr: 2.145e-02, eta: 11:52:44, time: 0.972, data_time: 0.005, memory: 8482, top1_acc: 0.4863, top5_acc: 0.7128, loss_cls: 2.3488, loss: 2.3488, grad_norm: 3.1042 2020-10-10 10:44:02,732 - mmaction - INFO - Epoch [226][860/1413] lr: 2.145e-02, eta: 11:52:23, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5016, top5_acc: 0.7268, loss_cls: 2.2859, loss: 2.2859, grad_norm: 3.1113 2020-10-10 10:44:22,124 - mmaction - INFO - Epoch [226][880/1413] lr: 2.145e-02, eta: 11:52:03, time: 0.970, data_time: 0.004, memory: 8482, top1_acc: 0.4995, top5_acc: 0.7230, loss_cls: 2.2780, loss: 2.2780, grad_norm: 3.0420 2020-10-10 10:44:41,457 - mmaction - INFO - Epoch [226][900/1413] lr: 2.145e-02, eta: 11:51:43, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5016, top5_acc: 0.7223, loss_cls: 2.2861, loss: 2.2861, grad_norm: 3.0295 2020-10-10 10:45:00,891 - mmaction - INFO - Epoch [226][920/1413] lr: 2.145e-02, eta: 11:51:23, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4999, top5_acc: 0.7285, loss_cls: 2.2829, loss: 2.2829, grad_norm: 3.1076 2020-10-10 10:45:20,321 - mmaction - INFO - Epoch [226][940/1413] lr: 2.145e-02, eta: 11:51:03, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4895, top5_acc: 0.7207, loss_cls: 2.3189, loss: 2.3189, grad_norm: 3.1558 2020-10-10 10:45:39,727 - mmaction - INFO - Epoch [226][960/1413] lr: 2.145e-02, eta: 11:50:43, time: 0.970, data_time: 0.004, memory: 8482, top1_acc: 0.4820, top5_acc: 0.7132, loss_cls: 2.3638, loss: 2.3638, grad_norm: 3.1294 2020-10-10 10:45:59,126 - mmaction - INFO - Epoch [226][980/1413] lr: 2.145e-02, eta: 11:50:22, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4928, top5_acc: 0.7184, loss_cls: 2.3156, loss: 2.3156, grad_norm: 3.0934 2020-10-10 10:46:18,633 - mmaction - INFO - Epoch [226][1000/1413] lr: 2.145e-02, eta: 11:50:02, time: 0.976, data_time: 0.005, memory: 8482, top1_acc: 0.4990, top5_acc: 0.7221, loss_cls: 2.3051, loss: 2.3051, grad_norm: 3.0741 2020-10-10 10:46:37,993 - mmaction - INFO - Epoch [226][1020/1413] lr: 2.145e-02, eta: 11:49:42, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4941, top5_acc: 0.7211, loss_cls: 2.2987, loss: 2.2987, grad_norm: 3.0133 2020-10-10 10:46:57,348 - mmaction - INFO - Epoch [226][1040/1413] lr: 2.145e-02, eta: 11:49:22, time: 0.968, data_time: 0.005, memory: 8482, top1_acc: 0.5009, top5_acc: 0.7223, loss_cls: 2.2640, loss: 2.2640, grad_norm: 3.0989 2020-10-10 10:47:16,701 - mmaction - INFO - Epoch [226][1060/1413] lr: 2.145e-02, eta: 11:49:02, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5010, top5_acc: 0.7255, loss_cls: 2.2788, loss: 2.2788, grad_norm: 3.0699 2020-10-10 10:47:36,081 - mmaction - INFO - Epoch [226][1080/1413] lr: 2.145e-02, eta: 11:48:42, time: 0.969, data_time: 0.004, memory: 8482, top1_acc: 0.5036, top5_acc: 0.7268, loss_cls: 2.2491, loss: 2.2491, grad_norm: 3.0505 2020-10-10 10:47:55,414 - mmaction - INFO - Epoch [226][1100/1413] lr: 2.145e-02, eta: 11:48:21, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.4993, top5_acc: 0.7188, loss_cls: 2.2941, loss: 2.2941, grad_norm: 3.0974 2020-10-10 10:48:14,796 - mmaction - INFO - Epoch [226][1120/1413] lr: 2.145e-02, eta: 11:48:01, time: 0.969, data_time: 0.004, memory: 8482, top1_acc: 0.4884, top5_acc: 0.7219, loss_cls: 2.3197, loss: 2.3197, grad_norm: 3.1373 2020-10-10 10:48:34,193 - mmaction - INFO - Epoch [226][1140/1413] lr: 2.145e-02, eta: 11:47:41, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5010, top5_acc: 0.7259, loss_cls: 2.2796, loss: 2.2796, grad_norm: 3.0692 2020-10-10 10:48:53,640 - mmaction - INFO - Epoch [226][1160/1413] lr: 2.145e-02, eta: 11:47:21, time: 0.971, data_time: 0.004, memory: 8482, top1_acc: 0.4917, top5_acc: 0.7210, loss_cls: 2.3014, loss: 2.3014, grad_norm: 3.0782 2020-10-10 10:49:13,096 - mmaction - INFO - Epoch [226][1180/1413] lr: 2.145e-02, eta: 11:47:01, time: 0.974, data_time: 0.003, memory: 8482, top1_acc: 0.4964, top5_acc: 0.7148, loss_cls: 2.3290, loss: 2.3290, grad_norm: 3.1380 2020-10-10 10:49:32,558 - mmaction - INFO - Epoch [226][1200/1413] lr: 2.145e-02, eta: 11:46:41, time: 0.973, data_time: 0.004, memory: 8482, top1_acc: 0.4872, top5_acc: 0.7180, loss_cls: 2.3306, loss: 2.3306, grad_norm: 3.1370 2020-10-10 10:49:52,032 - mmaction - INFO - Epoch [226][1220/1413] lr: 2.145e-02, eta: 11:46:20, time: 0.973, data_time: 0.004, memory: 8482, top1_acc: 0.5068, top5_acc: 0.7301, loss_cls: 2.2727, loss: 2.2727, grad_norm: 3.0619 2020-10-10 10:50:11,414 - mmaction - INFO - Epoch [226][1240/1413] lr: 2.145e-02, eta: 11:46:00, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4967, top5_acc: 0.7219, loss_cls: 2.3197, loss: 2.3197, grad_norm: 3.1145 2020-10-10 10:50:30,791 - mmaction - INFO - Epoch [226][1260/1413] lr: 2.145e-02, eta: 11:45:40, time: 0.968, data_time: 0.004, memory: 8482, top1_acc: 0.4987, top5_acc: 0.7257, loss_cls: 2.2874, loss: 2.2874, grad_norm: 3.0619 2020-10-10 10:50:50,273 - mmaction - INFO - Epoch [226][1280/1413] lr: 2.145e-02, eta: 11:45:20, time: 0.975, data_time: 0.005, memory: 8482, top1_acc: 0.4898, top5_acc: 0.7156, loss_cls: 2.3214, loss: 2.3214, grad_norm: 3.1291 2020-10-10 10:51:09,670 - mmaction - INFO - Epoch [226][1300/1413] lr: 2.145e-02, eta: 11:45:00, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4829, top5_acc: 0.7125, loss_cls: 2.3628, loss: 2.3628, grad_norm: 3.0994 2020-10-10 10:51:29,198 - mmaction - INFO - Epoch [226][1320/1413] lr: 2.145e-02, eta: 11:44:40, time: 0.976, data_time: 0.004, memory: 8482, top1_acc: 0.5012, top5_acc: 0.7271, loss_cls: 2.2582, loss: 2.2582, grad_norm: 3.1188 2020-10-10 10:51:48,510 - mmaction - INFO - Epoch [226][1340/1413] lr: 2.145e-02, eta: 11:44:19, time: 0.966, data_time: 0.004, memory: 8482, top1_acc: 0.4941, top5_acc: 0.7243, loss_cls: 2.2883, loss: 2.2883, grad_norm: 3.1524 2020-10-10 10:52:07,932 - mmaction - INFO - Epoch [226][1360/1413] lr: 2.145e-02, eta: 11:43:59, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4944, top5_acc: 0.7145, loss_cls: 2.3074, loss: 2.3074, grad_norm: 3.1185 2020-10-10 10:52:27,416 - mmaction - INFO - Epoch [226][1380/1413] lr: 2.145e-02, eta: 11:43:39, time: 0.973, data_time: 0.004, memory: 8482, top1_acc: 0.4945, top5_acc: 0.7197, loss_cls: 2.2923, loss: 2.2923, grad_norm: 3.0671 2020-10-10 10:52:46,818 - mmaction - INFO - Epoch [226][1400/1413] lr: 2.145e-02, eta: 11:43:19, time: 0.970, data_time: 0.005, memory: 8482, top1_acc: 0.4883, top5_acc: 0.7171, loss_cls: 2.3290, loss: 2.3290, grad_norm: 3.0820 2020-10-10 10:54:22,549 - mmaction - INFO - Epoch [227][20/1413] lr: 2.010e-02, eta: 11:43:12, time: 4.132, data_time: 3.066, memory: 8482, top1_acc: 0.4938, top5_acc: 0.7251, loss_cls: 2.2847, loss: 2.2847, grad_norm: 3.1014 2020-10-10 10:54:41,948 - mmaction - INFO - Epoch [227][40/1413] lr: 2.010e-02, eta: 11:42:52, time: 0.969, data_time: 0.005, memory: 8482, top1_acc: 0.5070, top5_acc: 0.7326, loss_cls: 2.2460, loss: 2.2460, grad_norm: 3.0925 2020-10-10 10:55:01,210 - mmaction - INFO - Epoch [227][60/1413] lr: 2.010e-02, eta: 11:42:31, time: 0.963, data_time: 0.003, memory: 8482, top1_acc: 0.4978, top5_acc: 0.7267, loss_cls: 2.2737, loss: 2.2737, grad_norm: 3.1072 2020-10-10 10:55:20,482 - mmaction - INFO - Epoch [227][80/1413] lr: 2.010e-02, eta: 11:42:11, time: 0.964, data_time: 0.005, memory: 8482, top1_acc: 0.5017, top5_acc: 0.7272, loss_cls: 2.2492, loss: 2.2492, grad_norm: 3.1075 2020-10-10 10:55:39,840 - mmaction - INFO - Epoch [227][100/1413] lr: 2.010e-02, eta: 11:41:51, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5087, top5_acc: 0.7309, loss_cls: 2.2258, loss: 2.2258, grad_norm: 3.1029 2020-10-10 10:55:59,206 - mmaction - INFO - Epoch [227][120/1413] lr: 2.010e-02, eta: 11:41:31, time: 0.968, data_time: 0.004, memory: 8482, top1_acc: 0.5013, top5_acc: 0.7266, loss_cls: 2.2761, loss: 2.2761, grad_norm: 3.1199 2020-10-10 10:56:18,551 - mmaction - INFO - Epoch [227][140/1413] lr: 2.010e-02, eta: 11:41:11, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5053, top5_acc: 0.7280, loss_cls: 2.2456, loss: 2.2456, grad_norm: 3.0997 2020-10-10 10:56:37,933 - mmaction - INFO - Epoch [227][160/1413] lr: 2.010e-02, eta: 11:40:50, time: 0.968, data_time: 0.004, memory: 8482, top1_acc: 0.5031, top5_acc: 0.7312, loss_cls: 2.2570, loss: 2.2570, grad_norm: 3.1024 2020-10-10 10:56:57,331 - mmaction - INFO - Epoch [227][180/1413] lr: 2.010e-02, eta: 11:40:30, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5049, top5_acc: 0.7277, loss_cls: 2.2630, loss: 2.2630, grad_norm: 3.1189 2020-10-10 10:57:16,766 - mmaction - INFO - Epoch [227][200/1413] lr: 2.010e-02, eta: 11:40:10, time: 0.972, data_time: 0.004, memory: 8482, top1_acc: 0.5023, top5_acc: 0.7263, loss_cls: 2.2401, loss: 2.2401, grad_norm: 3.1119 2020-10-10 10:57:36,147 - mmaction - INFO - Epoch [227][220/1413] lr: 2.010e-02, eta: 11:39:50, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5030, top5_acc: 0.7211, loss_cls: 2.2728, loss: 2.2728, grad_norm: 3.1254 2020-10-10 10:57:55,606 - mmaction - INFO - Epoch [227][240/1413] lr: 2.010e-02, eta: 11:39:30, time: 0.973, data_time: 0.005, memory: 8482, top1_acc: 0.5091, top5_acc: 0.7366, loss_cls: 2.2272, loss: 2.2272, grad_norm: 3.0746 2020-10-10 10:58:15,054 - mmaction - INFO - Epoch [227][260/1413] lr: 2.010e-02, eta: 11:39:10, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4960, top5_acc: 0.7234, loss_cls: 2.2984, loss: 2.2984, grad_norm: 3.1547 2020-10-10 10:58:34,479 - mmaction - INFO - Epoch [227][280/1413] lr: 2.010e-02, eta: 11:38:49, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4940, top5_acc: 0.7229, loss_cls: 2.3133, loss: 2.3133, grad_norm: 3.1275 2020-10-10 10:58:53,859 - mmaction - INFO - Epoch [227][300/1413] lr: 2.010e-02, eta: 11:38:29, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5040, top5_acc: 0.7303, loss_cls: 2.2555, loss: 2.2555, grad_norm: 3.0476 2020-10-10 10:59:13,262 - mmaction - INFO - Epoch [227][320/1413] lr: 2.010e-02, eta: 11:38:09, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4990, top5_acc: 0.7281, loss_cls: 2.2782, loss: 2.2782, grad_norm: 3.1638 2020-10-10 10:59:32,635 - mmaction - INFO - Epoch [227][340/1413] lr: 2.010e-02, eta: 11:37:49, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5035, top5_acc: 0.7318, loss_cls: 2.2498, loss: 2.2498, grad_norm: 3.1193 2020-10-10 10:59:52,067 - mmaction - INFO - Epoch [227][360/1413] lr: 2.010e-02, eta: 11:37:29, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5001, top5_acc: 0.7245, loss_cls: 2.2980, loss: 2.2980, grad_norm: 3.1031 2020-10-10 11:00:12,820 - mmaction - INFO - Epoch [227][380/1413] lr: 2.010e-02, eta: 11:37:09, time: 1.038, data_time: 0.002, memory: 8482, top1_acc: 0.5082, top5_acc: 0.7380, loss_cls: 2.2281, loss: 2.2281, grad_norm: 3.1256 2020-10-10 11:00:32,201 - mmaction - INFO - Epoch [227][400/1413] lr: 2.010e-02, eta: 11:36:49, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4996, top5_acc: 0.7290, loss_cls: 2.2677, loss: 2.2677, grad_norm: 3.1587 2020-10-10 11:00:51,609 - mmaction - INFO - Epoch [227][420/1413] lr: 2.010e-02, eta: 11:36:29, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4919, top5_acc: 0.7173, loss_cls: 2.3172, loss: 2.3172, grad_norm: 3.1597 2020-10-10 11:01:11,045 - mmaction - INFO - Epoch [227][440/1413] lr: 2.010e-02, eta: 11:36:09, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4910, top5_acc: 0.7190, loss_cls: 2.2925, loss: 2.2925, grad_norm: 3.1009 2020-10-10 11:01:30,424 - mmaction - INFO - Epoch [227][460/1413] lr: 2.010e-02, eta: 11:35:49, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4941, top5_acc: 0.7190, loss_cls: 2.3223, loss: 2.3223, grad_norm: 3.1103 2020-10-10 11:01:49,865 - mmaction - INFO - Epoch [227][480/1413] lr: 2.010e-02, eta: 11:35:28, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4964, top5_acc: 0.7323, loss_cls: 2.2498, loss: 2.2498, grad_norm: 3.1373 2020-10-10 11:02:09,262 - mmaction - INFO - Epoch [227][500/1413] lr: 2.010e-02, eta: 11:35:08, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4974, top5_acc: 0.7198, loss_cls: 2.2936, loss: 2.2936, grad_norm: 3.1254 2020-10-10 11:02:28,687 - mmaction - INFO - Epoch [227][520/1413] lr: 2.010e-02, eta: 11:34:48, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4973, top5_acc: 0.7276, loss_cls: 2.2798, loss: 2.2798, grad_norm: 3.1214 2020-10-10 11:02:48,040 - mmaction - INFO - Epoch [227][540/1413] lr: 2.010e-02, eta: 11:34:28, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4944, top5_acc: 0.7275, loss_cls: 2.2700, loss: 2.2700, grad_norm: 3.1220 2020-10-10 11:03:07,424 - mmaction - INFO - Epoch [227][560/1413] lr: 2.010e-02, eta: 11:34:08, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5039, top5_acc: 0.7286, loss_cls: 2.2496, loss: 2.2496, grad_norm: 3.0891 2020-10-10 11:03:26,824 - mmaction - INFO - Epoch [227][580/1413] lr: 2.010e-02, eta: 11:33:47, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5013, top5_acc: 0.7293, loss_cls: 2.2436, loss: 2.2436, grad_norm: 3.1032 2020-10-10 11:03:46,237 - mmaction - INFO - Epoch [227][600/1413] lr: 2.010e-02, eta: 11:33:27, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5092, top5_acc: 0.7371, loss_cls: 2.2189, loss: 2.2189, grad_norm: 3.1437 2020-10-10 11:04:05,584 - mmaction - INFO - Epoch [227][620/1413] lr: 2.010e-02, eta: 11:33:07, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4993, top5_acc: 0.7303, loss_cls: 2.2580, loss: 2.2580, grad_norm: 3.1137 2020-10-10 11:04:24,971 - mmaction - INFO - Epoch [227][640/1413] lr: 2.010e-02, eta: 11:32:47, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5064, top5_acc: 0.7260, loss_cls: 2.2669, loss: 2.2669, grad_norm: 3.1101 2020-10-10 11:04:44,415 - mmaction - INFO - Epoch [227][660/1413] lr: 2.010e-02, eta: 11:32:27, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4943, top5_acc: 0.7257, loss_cls: 2.2841, loss: 2.2841, grad_norm: 3.1139 2020-10-10 11:05:03,844 - mmaction - INFO - Epoch [227][680/1413] lr: 2.010e-02, eta: 11:32:07, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4974, top5_acc: 0.7266, loss_cls: 2.2612, loss: 2.2612, grad_norm: 3.1240 2020-10-10 11:05:23,254 - mmaction - INFO - Epoch [227][700/1413] lr: 2.010e-02, eta: 11:31:46, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4924, top5_acc: 0.7171, loss_cls: 2.3194, loss: 2.3194, grad_norm: 3.1406 2020-10-10 11:05:42,644 - mmaction - INFO - Epoch [227][720/1413] lr: 2.010e-02, eta: 11:31:26, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5012, top5_acc: 0.7266, loss_cls: 2.2720, loss: 2.2720, grad_norm: 3.1203 2020-10-10 11:06:02,047 - mmaction - INFO - Epoch [227][740/1413] lr: 2.010e-02, eta: 11:31:06, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5021, top5_acc: 0.7280, loss_cls: 2.2655, loss: 2.2655, grad_norm: 3.0819 2020-10-10 11:06:21,435 - mmaction - INFO - Epoch [227][760/1413] lr: 2.010e-02, eta: 11:30:46, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5068, top5_acc: 0.7294, loss_cls: 2.2494, loss: 2.2494, grad_norm: 3.1514 2020-10-10 11:06:40,879 - mmaction - INFO - Epoch [227][780/1413] lr: 2.010e-02, eta: 11:30:26, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5039, top5_acc: 0.7254, loss_cls: 2.2702, loss: 2.2702, grad_norm: 3.1272 2020-10-10 11:07:00,339 - mmaction - INFO - Epoch [227][800/1413] lr: 2.010e-02, eta: 11:30:06, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.4945, top5_acc: 0.7195, loss_cls: 2.3043, loss: 2.3043, grad_norm: 3.1545 2020-10-10 11:07:19,769 - mmaction - INFO - Epoch [227][820/1413] lr: 2.010e-02, eta: 11:29:46, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4921, top5_acc: 0.7125, loss_cls: 2.3203, loss: 2.3203, grad_norm: 3.0731 2020-10-10 11:07:39,104 - mmaction - INFO - Epoch [227][840/1413] lr: 2.010e-02, eta: 11:29:25, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.4945, top5_acc: 0.7225, loss_cls: 2.2881, loss: 2.2881, grad_norm: 3.1135 2020-10-10 11:07:58,526 - mmaction - INFO - Epoch [227][860/1413] lr: 2.010e-02, eta: 11:29:05, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5008, top5_acc: 0.7254, loss_cls: 2.2903, loss: 2.2903, grad_norm: 3.1344 2020-10-10 11:08:17,947 - mmaction - INFO - Epoch [227][880/1413] lr: 2.010e-02, eta: 11:28:45, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.4986, top5_acc: 0.7242, loss_cls: 2.2799, loss: 2.2799, grad_norm: 3.1335 2020-10-10 11:08:37,404 - mmaction - INFO - Epoch [227][900/1413] lr: 2.010e-02, eta: 11:28:25, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4996, top5_acc: 0.7270, loss_cls: 2.2672, loss: 2.2672, grad_norm: 3.0942 2020-10-10 11:08:56,742 - mmaction - INFO - Epoch [227][920/1413] lr: 2.010e-02, eta: 11:28:05, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5073, top5_acc: 0.7254, loss_cls: 2.2865, loss: 2.2865, grad_norm: 3.1417 2020-10-10 11:09:16,095 - mmaction - INFO - Epoch [227][940/1413] lr: 2.010e-02, eta: 11:27:44, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4926, top5_acc: 0.7201, loss_cls: 2.2900, loss: 2.2900, grad_norm: 3.1516 2020-10-10 11:09:35,466 - mmaction - INFO - Epoch [227][960/1413] lr: 2.010e-02, eta: 11:27:24, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4961, top5_acc: 0.7229, loss_cls: 2.2906, loss: 2.2906, grad_norm: 3.1795 2020-10-10 11:09:54,816 - mmaction - INFO - Epoch [227][980/1413] lr: 2.010e-02, eta: 11:27:04, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4993, top5_acc: 0.7143, loss_cls: 2.2926, loss: 2.2926, grad_norm: 3.1125 2020-10-10 11:10:14,154 - mmaction - INFO - Epoch [227][1000/1413] lr: 2.010e-02, eta: 11:26:44, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.5135, top5_acc: 0.7419, loss_cls: 2.1973, loss: 2.1973, grad_norm: 3.0739 2020-10-10 11:10:33,542 - mmaction - INFO - Epoch [227][1020/1413] lr: 2.010e-02, eta: 11:26:24, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5013, top5_acc: 0.7303, loss_cls: 2.2641, loss: 2.2641, grad_norm: 3.1393 2020-10-10 11:10:52,911 - mmaction - INFO - Epoch [227][1040/1413] lr: 2.010e-02, eta: 11:26:04, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5047, top5_acc: 0.7247, loss_cls: 2.2642, loss: 2.2642, grad_norm: 3.1348 2020-10-10 11:11:12,268 - mmaction - INFO - Epoch [227][1060/1413] lr: 2.010e-02, eta: 11:25:43, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5020, top5_acc: 0.7217, loss_cls: 2.2931, loss: 2.2931, grad_norm: 3.0714 2020-10-10 11:11:31,718 - mmaction - INFO - Epoch [227][1080/1413] lr: 2.010e-02, eta: 11:25:23, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.4962, top5_acc: 0.7216, loss_cls: 2.2926, loss: 2.2926, grad_norm: 3.1526 2020-10-10 11:11:51,073 - mmaction - INFO - Epoch [227][1100/1413] lr: 2.010e-02, eta: 11:25:03, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4987, top5_acc: 0.7219, loss_cls: 2.2972, loss: 2.2972, grad_norm: 3.0788 2020-10-10 11:12:10,587 - mmaction - INFO - Epoch [227][1120/1413] lr: 2.010e-02, eta: 11:24:43, time: 0.975, data_time: 0.001, memory: 8482, top1_acc: 0.4995, top5_acc: 0.7332, loss_cls: 2.2789, loss: 2.2789, grad_norm: 3.1404 2020-10-10 11:12:29,988 - mmaction - INFO - Epoch [227][1140/1413] lr: 2.010e-02, eta: 11:24:23, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4954, top5_acc: 0.7129, loss_cls: 2.3041, loss: 2.3041, grad_norm: 3.1071 2020-10-10 11:12:49,371 - mmaction - INFO - Epoch [227][1160/1413] lr: 2.010e-02, eta: 11:24:03, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4953, top5_acc: 0.7173, loss_cls: 2.2928, loss: 2.2928, grad_norm: 3.1542 2020-10-10 11:13:08,757 - mmaction - INFO - Epoch [227][1180/1413] lr: 2.010e-02, eta: 11:23:42, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4858, top5_acc: 0.7201, loss_cls: 2.3193, loss: 2.3193, grad_norm: 3.1833 2020-10-10 11:13:28,124 - mmaction - INFO - Epoch [227][1200/1413] lr: 2.010e-02, eta: 11:23:22, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5033, top5_acc: 0.7211, loss_cls: 2.2915, loss: 2.2915, grad_norm: 3.0585 2020-10-10 11:13:47,446 - mmaction - INFO - Epoch [227][1220/1413] lr: 2.010e-02, eta: 11:23:02, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.5035, top5_acc: 0.7254, loss_cls: 2.2807, loss: 2.2807, grad_norm: 3.1145 2020-10-10 11:14:06,854 - mmaction - INFO - Epoch [227][1240/1413] lr: 2.010e-02, eta: 11:22:42, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4973, top5_acc: 0.7249, loss_cls: 2.2944, loss: 2.2944, grad_norm: 3.1725 2020-10-10 11:14:26,199 - mmaction - INFO - Epoch [227][1260/1413] lr: 2.010e-02, eta: 11:22:22, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5017, top5_acc: 0.7301, loss_cls: 2.2786, loss: 2.2786, grad_norm: 3.1233 2020-10-10 11:14:45,512 - mmaction - INFO - Epoch [227][1280/1413] lr: 2.010e-02, eta: 11:22:02, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.4936, top5_acc: 0.7129, loss_cls: 2.3466, loss: 2.3466, grad_norm: 3.1479 2020-10-10 11:15:04,948 - mmaction - INFO - Epoch [227][1300/1413] lr: 2.010e-02, eta: 11:21:41, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4993, top5_acc: 0.7247, loss_cls: 2.2670, loss: 2.2670, grad_norm: 3.1551 2020-10-10 11:15:24,407 - mmaction - INFO - Epoch [227][1320/1413] lr: 2.010e-02, eta: 11:21:21, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4836, top5_acc: 0.7198, loss_cls: 2.3384, loss: 2.3384, grad_norm: 3.1979 2020-10-10 11:15:43,734 - mmaction - INFO - Epoch [227][1340/1413] lr: 2.010e-02, eta: 11:21:01, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.4951, top5_acc: 0.7217, loss_cls: 2.3134, loss: 2.3134, grad_norm: 3.1468 2020-10-10 11:16:03,104 - mmaction - INFO - Epoch [227][1360/1413] lr: 2.010e-02, eta: 11:20:41, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5005, top5_acc: 0.7280, loss_cls: 2.2482, loss: 2.2482, grad_norm: 3.1713 2020-10-10 11:16:22,464 - mmaction - INFO - Epoch [227][1380/1413] lr: 2.010e-02, eta: 11:20:21, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4966, top5_acc: 0.7171, loss_cls: 2.3001, loss: 2.3001, grad_norm: 3.1517 2020-10-10 11:16:41,884 - mmaction - INFO - Epoch [227][1400/1413] lr: 2.010e-02, eta: 11:20:01, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5007, top5_acc: 0.7314, loss_cls: 2.2581, loss: 2.2581, grad_norm: 3.1495 2020-10-10 11:17:50,414 - mmaction - INFO - Epoch [228][20/1413] lr: 1.880e-02, eta: 11:19:38, time: 2.714, data_time: 1.716, memory: 8482, top1_acc: 0.5154, top5_acc: 0.7376, loss_cls: 2.2174, loss: 2.2174, grad_norm: 3.1086 2020-10-10 11:18:09,710 - mmaction - INFO - Epoch [228][40/1413] lr: 1.880e-02, eta: 11:19:18, time: 0.965, data_time: 0.003, memory: 8482, top1_acc: 0.5008, top5_acc: 0.7324, loss_cls: 2.2732, loss: 2.2732, grad_norm: 3.1267 2020-10-10 11:18:29,071 - mmaction - INFO - Epoch [228][60/1413] lr: 1.880e-02, eta: 11:18:58, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5098, top5_acc: 0.7355, loss_cls: 2.2101, loss: 2.2101, grad_norm: 3.0671 2020-10-10 11:18:48,419 - mmaction - INFO - Epoch [228][80/1413] lr: 1.880e-02, eta: 11:18:38, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5064, top5_acc: 0.7268, loss_cls: 2.2578, loss: 2.2578, grad_norm: 3.1227 2020-10-10 11:19:07,759 - mmaction - INFO - Epoch [228][100/1413] lr: 1.880e-02, eta: 11:18:17, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.5079, top5_acc: 0.7267, loss_cls: 2.2595, loss: 2.2595, grad_norm: 3.1284 2020-10-10 11:19:27,195 - mmaction - INFO - Epoch [228][120/1413] lr: 1.880e-02, eta: 11:17:57, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.5029, top5_acc: 0.7365, loss_cls: 2.2415, loss: 2.2415, grad_norm: 3.1549 2020-10-10 11:19:46,567 - mmaction - INFO - Epoch [228][140/1413] lr: 1.880e-02, eta: 11:17:37, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5109, top5_acc: 0.7283, loss_cls: 2.2406, loss: 2.2406, grad_norm: 3.1912 2020-10-10 11:20:05,925 - mmaction - INFO - Epoch [228][160/1413] lr: 1.880e-02, eta: 11:17:17, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.5074, top5_acc: 0.7318, loss_cls: 2.2347, loss: 2.2347, grad_norm: 3.1707 2020-10-10 11:20:25,276 - mmaction - INFO - Epoch [228][180/1413] lr: 1.880e-02, eta: 11:16:57, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4966, top5_acc: 0.7193, loss_cls: 2.2905, loss: 2.2905, grad_norm: 3.1866 2020-10-10 11:20:44,674 - mmaction - INFO - Epoch [228][200/1413] lr: 1.880e-02, eta: 11:16:37, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5046, top5_acc: 0.7294, loss_cls: 2.2543, loss: 2.2543, grad_norm: 3.1824 2020-10-10 11:21:04,081 - mmaction - INFO - Epoch [228][220/1413] lr: 1.880e-02, eta: 11:16:16, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5076, top5_acc: 0.7313, loss_cls: 2.2330, loss: 2.2330, grad_norm: 3.1791 2020-10-10 11:21:23,507 - mmaction - INFO - Epoch [228][240/1413] lr: 1.880e-02, eta: 11:15:56, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5010, top5_acc: 0.7178, loss_cls: 2.2738, loss: 2.2738, grad_norm: 3.1982 2020-10-10 11:21:42,927 - mmaction - INFO - Epoch [228][260/1413] lr: 1.880e-02, eta: 11:15:36, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5219, top5_acc: 0.7398, loss_cls: 2.1931, loss: 2.1931, grad_norm: 3.1185 2020-10-10 11:22:02,332 - mmaction - INFO - Epoch [228][280/1413] lr: 1.880e-02, eta: 11:15:16, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5078, top5_acc: 0.7331, loss_cls: 2.2217, loss: 2.2217, grad_norm: 3.1595 2020-10-10 11:22:21,697 - mmaction - INFO - Epoch [228][300/1413] lr: 1.880e-02, eta: 11:14:56, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5005, top5_acc: 0.7190, loss_cls: 2.2885, loss: 2.2885, grad_norm: 3.1260 2020-10-10 11:22:41,072 - mmaction - INFO - Epoch [228][320/1413] lr: 1.880e-02, eta: 11:14:36, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4974, top5_acc: 0.7310, loss_cls: 2.2560, loss: 2.2560, grad_norm: 3.1434 2020-10-10 11:23:00,508 - mmaction - INFO - Epoch [228][340/1413] lr: 1.880e-02, eta: 11:14:15, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5013, top5_acc: 0.7292, loss_cls: 2.2594, loss: 2.2594, grad_norm: 3.1752 2020-10-10 11:23:19,936 - mmaction - INFO - Epoch [228][360/1413] lr: 1.880e-02, eta: 11:13:55, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5099, top5_acc: 0.7311, loss_cls: 2.2320, loss: 2.2320, grad_norm: 3.1988 2020-10-10 11:23:39,311 - mmaction - INFO - Epoch [228][380/1413] lr: 1.880e-02, eta: 11:13:35, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5077, top5_acc: 0.7342, loss_cls: 2.2350, loss: 2.2350, grad_norm: 3.2125 2020-10-10 11:23:58,763 - mmaction - INFO - Epoch [228][400/1413] lr: 1.880e-02, eta: 11:13:15, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5003, top5_acc: 0.7312, loss_cls: 2.2677, loss: 2.2677, grad_norm: 3.2176 2020-10-10 11:24:18,208 - mmaction - INFO - Epoch [228][420/1413] lr: 1.880e-02, eta: 11:12:55, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5025, top5_acc: 0.7267, loss_cls: 2.2795, loss: 2.2795, grad_norm: 3.1870 2020-10-10 11:24:37,571 - mmaction - INFO - Epoch [228][440/1413] lr: 1.880e-02, eta: 11:12:35, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4991, top5_acc: 0.7253, loss_cls: 2.2539, loss: 2.2539, grad_norm: 3.1884 2020-10-10 11:24:56,902 - mmaction - INFO - Epoch [228][460/1413] lr: 1.880e-02, eta: 11:12:15, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5040, top5_acc: 0.7276, loss_cls: 2.2458, loss: 2.2458, grad_norm: 3.1070 2020-10-10 11:25:16,264 - mmaction - INFO - Epoch [228][480/1413] lr: 1.880e-02, eta: 11:11:54, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5012, top5_acc: 0.7284, loss_cls: 2.2690, loss: 2.2690, grad_norm: 3.2018 2020-10-10 11:25:35,651 - mmaction - INFO - Epoch [228][500/1413] lr: 1.880e-02, eta: 11:11:34, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4984, top5_acc: 0.7169, loss_cls: 2.3085, loss: 2.3085, grad_norm: 3.2094 2020-10-10 11:25:55,005 - mmaction - INFO - Epoch [228][520/1413] lr: 1.880e-02, eta: 11:11:14, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5047, top5_acc: 0.7203, loss_cls: 2.2650, loss: 2.2650, grad_norm: 3.1526 2020-10-10 11:26:14,392 - mmaction - INFO - Epoch [228][540/1413] lr: 1.880e-02, eta: 11:10:54, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5074, top5_acc: 0.7439, loss_cls: 2.1990, loss: 2.1990, grad_norm: 3.1559 2020-10-10 11:26:33,830 - mmaction - INFO - Epoch [228][560/1413] lr: 1.880e-02, eta: 11:10:34, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5060, top5_acc: 0.7253, loss_cls: 2.2330, loss: 2.2330, grad_norm: 3.1596 2020-10-10 11:26:53,241 - mmaction - INFO - Epoch [228][580/1413] lr: 1.880e-02, eta: 11:10:14, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.4892, top5_acc: 0.7247, loss_cls: 2.2888, loss: 2.2888, grad_norm: 3.1885 2020-10-10 11:27:12,649 - mmaction - INFO - Epoch [228][600/1413] lr: 1.880e-02, eta: 11:09:53, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.4978, top5_acc: 0.7280, loss_cls: 2.2665, loss: 2.2665, grad_norm: 3.1327 2020-10-10 11:27:32,002 - mmaction - INFO - Epoch [228][620/1413] lr: 1.880e-02, eta: 11:09:33, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4962, top5_acc: 0.7161, loss_cls: 2.2991, loss: 2.2991, grad_norm: 3.1748 2020-10-10 11:27:51,414 - mmaction - INFO - Epoch [228][640/1413] lr: 1.880e-02, eta: 11:09:13, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4965, top5_acc: 0.7182, loss_cls: 2.3035, loss: 2.3035, grad_norm: 3.1308 2020-10-10 11:28:10,817 - mmaction - INFO - Epoch [228][660/1413] lr: 1.880e-02, eta: 11:08:53, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4957, top5_acc: 0.7155, loss_cls: 2.2962, loss: 2.2962, grad_norm: 3.1865 2020-10-10 11:28:30,216 - mmaction - INFO - Epoch [228][680/1413] lr: 1.880e-02, eta: 11:08:33, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5044, top5_acc: 0.7316, loss_cls: 2.2441, loss: 2.2441, grad_norm: 3.1266 2020-10-10 11:28:49,628 - mmaction - INFO - Epoch [228][700/1413] lr: 1.880e-02, eta: 11:08:13, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5001, top5_acc: 0.7259, loss_cls: 2.2687, loss: 2.2687, grad_norm: 3.1658 2020-10-10 11:29:08,993 - mmaction - INFO - Epoch [228][720/1413] lr: 1.880e-02, eta: 11:07:52, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4957, top5_acc: 0.7221, loss_cls: 2.2756, loss: 2.2756, grad_norm: 3.2371 2020-10-10 11:29:28,407 - mmaction - INFO - Epoch [228][740/1413] lr: 1.880e-02, eta: 11:07:32, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5118, top5_acc: 0.7227, loss_cls: 2.2556, loss: 2.2556, grad_norm: 3.1267 2020-10-10 11:29:47,744 - mmaction - INFO - Epoch [228][760/1413] lr: 1.880e-02, eta: 11:07:12, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5008, top5_acc: 0.7283, loss_cls: 2.2647, loss: 2.2647, grad_norm: 3.2017 2020-10-10 11:30:07,147 - mmaction - INFO - Epoch [228][780/1413] lr: 1.880e-02, eta: 11:06:52, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5060, top5_acc: 0.7306, loss_cls: 2.2354, loss: 2.2354, grad_norm: 3.1942 2020-10-10 11:30:26,496 - mmaction - INFO - Epoch [228][800/1413] lr: 1.880e-02, eta: 11:06:32, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5108, top5_acc: 0.7323, loss_cls: 2.2370, loss: 2.2370, grad_norm: 3.1396 2020-10-10 11:30:45,902 - mmaction - INFO - Epoch [228][820/1413] lr: 1.880e-02, eta: 11:06:12, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.4992, top5_acc: 0.7368, loss_cls: 2.2558, loss: 2.2558, grad_norm: 3.1689 2020-10-10 11:31:05,343 - mmaction - INFO - Epoch [228][840/1413] lr: 1.880e-02, eta: 11:05:52, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5016, top5_acc: 0.7290, loss_cls: 2.2668, loss: 2.2668, grad_norm: 3.2152 2020-10-10 11:31:24,739 - mmaction - INFO - Epoch [228][860/1413] lr: 1.880e-02, eta: 11:05:31, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5057, top5_acc: 0.7339, loss_cls: 2.2229, loss: 2.2229, grad_norm: 3.1654 2020-10-10 11:31:44,199 - mmaction - INFO - Epoch [228][880/1413] lr: 1.880e-02, eta: 11:05:11, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5033, top5_acc: 0.7349, loss_cls: 2.2399, loss: 2.2399, grad_norm: 3.2062 2020-10-10 11:32:03,564 - mmaction - INFO - Epoch [228][900/1413] lr: 1.880e-02, eta: 11:04:51, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5113, top5_acc: 0.7316, loss_cls: 2.2211, loss: 2.2211, grad_norm: 3.1319 2020-10-10 11:32:22,917 - mmaction - INFO - Epoch [228][920/1413] lr: 1.880e-02, eta: 11:04:31, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5074, top5_acc: 0.7284, loss_cls: 2.2414, loss: 2.2414, grad_norm: 3.2002 2020-10-10 11:32:42,319 - mmaction - INFO - Epoch [228][940/1413] lr: 1.880e-02, eta: 11:04:11, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5065, top5_acc: 0.7366, loss_cls: 2.2382, loss: 2.2382, grad_norm: 3.1794 2020-10-10 11:33:01,716 - mmaction - INFO - Epoch [228][960/1413] lr: 1.880e-02, eta: 11:03:51, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5130, top5_acc: 0.7358, loss_cls: 2.2188, loss: 2.2188, grad_norm: 3.1776 2020-10-10 11:33:21,124 - mmaction - INFO - Epoch [228][980/1413] lr: 1.880e-02, eta: 11:03:30, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5051, top5_acc: 0.7301, loss_cls: 2.2469, loss: 2.2469, grad_norm: 3.1891 2020-10-10 11:33:40,548 - mmaction - INFO - Epoch [228][1000/1413] lr: 1.880e-02, eta: 11:03:10, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5001, top5_acc: 0.7273, loss_cls: 2.2741, loss: 2.2741, grad_norm: 3.1947 2020-10-10 11:33:59,979 - mmaction - INFO - Epoch [228][1020/1413] lr: 1.880e-02, eta: 11:02:50, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5000, top5_acc: 0.7232, loss_cls: 2.2864, loss: 2.2864, grad_norm: 3.1443 2020-10-10 11:34:19,337 - mmaction - INFO - Epoch [228][1040/1413] lr: 1.880e-02, eta: 11:02:30, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5160, top5_acc: 0.7410, loss_cls: 2.1922, loss: 2.1922, grad_norm: 3.1599 2020-10-10 11:34:38,753 - mmaction - INFO - Epoch [228][1060/1413] lr: 1.880e-02, eta: 11:02:10, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.4961, top5_acc: 0.7253, loss_cls: 2.2860, loss: 2.2860, grad_norm: 3.2622 2020-10-10 11:34:58,187 - mmaction - INFO - Epoch [228][1080/1413] lr: 1.880e-02, eta: 11:01:50, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5076, top5_acc: 0.7329, loss_cls: 2.2387, loss: 2.2387, grad_norm: 3.2089 2020-10-10 11:35:17,571 - mmaction - INFO - Epoch [228][1100/1413] lr: 1.880e-02, eta: 11:01:30, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5020, top5_acc: 0.7324, loss_cls: 2.2445, loss: 2.2445, grad_norm: 3.1994 2020-10-10 11:35:36,941 - mmaction - INFO - Epoch [228][1120/1413] lr: 1.880e-02, eta: 11:01:09, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4987, top5_acc: 0.7247, loss_cls: 2.2622, loss: 2.2622, grad_norm: 3.1356 2020-10-10 11:35:56,294 - mmaction - INFO - Epoch [228][1140/1413] lr: 1.880e-02, eta: 11:00:49, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5059, top5_acc: 0.7332, loss_cls: 2.2493, loss: 2.2493, grad_norm: 3.2197 2020-10-10 11:36:15,653 - mmaction - INFO - Epoch [228][1160/1413] lr: 1.880e-02, eta: 11:00:29, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5053, top5_acc: 0.7241, loss_cls: 2.2700, loss: 2.2700, grad_norm: 3.2464 2020-10-10 11:36:35,063 - mmaction - INFO - Epoch [228][1180/1413] lr: 1.880e-02, eta: 11:00:09, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5043, top5_acc: 0.7326, loss_cls: 2.2509, loss: 2.2509, grad_norm: 3.2100 2020-10-10 11:36:54,414 - mmaction - INFO - Epoch [228][1200/1413] lr: 1.880e-02, eta: 10:59:49, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5039, top5_acc: 0.7319, loss_cls: 2.2526, loss: 2.2526, grad_norm: 3.1556 2020-10-10 11:37:13,817 - mmaction - INFO - Epoch [228][1220/1413] lr: 1.880e-02, eta: 10:59:29, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5003, top5_acc: 0.7242, loss_cls: 2.2524, loss: 2.2524, grad_norm: 3.1746 2020-10-10 11:37:33,217 - mmaction - INFO - Epoch [228][1240/1413] lr: 1.880e-02, eta: 10:59:09, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5082, top5_acc: 0.7236, loss_cls: 2.2582, loss: 2.2582, grad_norm: 3.1661 2020-10-10 11:37:52,600 - mmaction - INFO - Epoch [228][1260/1413] lr: 1.880e-02, eta: 10:58:48, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5005, top5_acc: 0.7255, loss_cls: 2.2647, loss: 2.2647, grad_norm: 3.1904 2020-10-10 11:38:12,023 - mmaction - INFO - Epoch [228][1280/1413] lr: 1.880e-02, eta: 10:58:28, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4928, top5_acc: 0.7283, loss_cls: 2.2666, loss: 2.2666, grad_norm: 3.1605 2020-10-10 11:38:31,371 - mmaction - INFO - Epoch [228][1300/1413] lr: 1.880e-02, eta: 10:58:08, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.5021, top5_acc: 0.7323, loss_cls: 2.2489, loss: 2.2489, grad_norm: 3.1728 2020-10-10 11:38:50,717 - mmaction - INFO - Epoch [228][1320/1413] lr: 1.880e-02, eta: 10:57:48, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.4967, top5_acc: 0.7275, loss_cls: 2.2805, loss: 2.2805, grad_norm: 3.2076 2020-10-10 11:39:10,105 - mmaction - INFO - Epoch [228][1340/1413] lr: 1.880e-02, eta: 10:57:28, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5014, top5_acc: 0.7225, loss_cls: 2.2717, loss: 2.2717, grad_norm: 3.1551 2020-10-10 11:39:29,454 - mmaction - INFO - Epoch [228][1360/1413] lr: 1.880e-02, eta: 10:57:08, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.4999, top5_acc: 0.7324, loss_cls: 2.2483, loss: 2.2483, grad_norm: 3.2157 2020-10-10 11:39:48,878 - mmaction - INFO - Epoch [228][1380/1413] lr: 1.880e-02, eta: 10:56:48, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.4982, top5_acc: 0.7279, loss_cls: 2.2597, loss: 2.2597, grad_norm: 3.2098 2020-10-10 11:40:08,279 - mmaction - INFO - Epoch [228][1400/1413] lr: 1.880e-02, eta: 10:56:27, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5025, top5_acc: 0.7243, loss_cls: 2.2574, loss: 2.2574, grad_norm: 3.2362 2020-10-10 11:41:12,787 - mmaction - INFO - Epoch [229][20/1413] lr: 1.754e-02, eta: 10:56:03, time: 2.572, data_time: 1.548, memory: 8482, top1_acc: 0.5120, top5_acc: 0.7354, loss_cls: 2.2300, loss: 2.2300, grad_norm: 3.1561 2020-10-10 11:41:32,162 - mmaction - INFO - Epoch [229][40/1413] lr: 1.754e-02, eta: 10:55:43, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5031, top5_acc: 0.7341, loss_cls: 2.2356, loss: 2.2356, grad_norm: 3.2544 2020-10-10 11:41:51,539 - mmaction - INFO - Epoch [229][60/1413] lr: 1.754e-02, eta: 10:55:23, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5115, top5_acc: 0.7380, loss_cls: 2.2010, loss: 2.2010, grad_norm: 3.1857 2020-10-10 11:42:10,896 - mmaction - INFO - Epoch [229][80/1413] lr: 1.754e-02, eta: 10:55:03, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5159, top5_acc: 0.7380, loss_cls: 2.1900, loss: 2.1900, grad_norm: 3.1933 2020-10-10 11:42:30,223 - mmaction - INFO - Epoch [229][100/1413] lr: 1.754e-02, eta: 10:54:43, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5062, top5_acc: 0.7298, loss_cls: 2.2317, loss: 2.2317, grad_norm: 3.2507 2020-10-10 11:42:49,656 - mmaction - INFO - Epoch [229][120/1413] lr: 1.754e-02, eta: 10:54:22, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5129, top5_acc: 0.7306, loss_cls: 2.2320, loss: 2.2320, grad_norm: 3.1676 2020-10-10 11:43:09,014 - mmaction - INFO - Epoch [229][140/1413] lr: 1.754e-02, eta: 10:54:02, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5163, top5_acc: 0.7393, loss_cls: 2.1829, loss: 2.1829, grad_norm: 3.1656 2020-10-10 11:43:28,431 - mmaction - INFO - Epoch [229][160/1413] lr: 1.754e-02, eta: 10:53:42, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5180, top5_acc: 0.7410, loss_cls: 2.1676, loss: 2.1676, grad_norm: 3.1490 2020-10-10 11:43:47,831 - mmaction - INFO - Epoch [229][180/1413] lr: 1.754e-02, eta: 10:53:22, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5025, top5_acc: 0.7366, loss_cls: 2.2259, loss: 2.2259, grad_norm: 3.2256 2020-10-10 11:44:07,235 - mmaction - INFO - Epoch [229][200/1413] lr: 1.754e-02, eta: 10:53:02, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5103, top5_acc: 0.7286, loss_cls: 2.2364, loss: 2.2364, grad_norm: 3.1868 2020-10-10 11:44:26,647 - mmaction - INFO - Epoch [229][220/1413] lr: 1.754e-02, eta: 10:52:42, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5086, top5_acc: 0.7281, loss_cls: 2.2517, loss: 2.2517, grad_norm: 3.1987 2020-10-10 11:44:46,045 - mmaction - INFO - Epoch [229][240/1413] lr: 1.754e-02, eta: 10:52:22, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5094, top5_acc: 0.7396, loss_cls: 2.1915, loss: 2.1915, grad_norm: 3.1722 2020-10-10 11:45:05,438 - mmaction - INFO - Epoch [229][260/1413] lr: 1.754e-02, eta: 10:52:01, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5042, top5_acc: 0.7228, loss_cls: 2.2710, loss: 2.2710, grad_norm: 3.2511 2020-10-10 11:45:24,814 - mmaction - INFO - Epoch [229][280/1413] lr: 1.754e-02, eta: 10:51:41, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5089, top5_acc: 0.7310, loss_cls: 2.2398, loss: 2.2398, grad_norm: 3.1815 2020-10-10 11:45:44,189 - mmaction - INFO - Epoch [229][300/1413] lr: 1.754e-02, eta: 10:51:21, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5053, top5_acc: 0.7307, loss_cls: 2.2368, loss: 2.2368, grad_norm: 3.2276 2020-10-10 11:46:03,567 - mmaction - INFO - Epoch [229][320/1413] lr: 1.754e-02, eta: 10:51:01, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5138, top5_acc: 0.7372, loss_cls: 2.1860, loss: 2.1860, grad_norm: 3.2027 2020-10-10 11:46:22,948 - mmaction - INFO - Epoch [229][340/1413] lr: 1.754e-02, eta: 10:50:41, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5090, top5_acc: 0.7375, loss_cls: 2.1791, loss: 2.1791, grad_norm: 3.1599 2020-10-10 11:46:42,426 - mmaction - INFO - Epoch [229][360/1413] lr: 1.754e-02, eta: 10:50:21, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.5089, top5_acc: 0.7288, loss_cls: 2.2321, loss: 2.2321, grad_norm: 3.2039 2020-10-10 11:47:01,798 - mmaction - INFO - Epoch [229][380/1413] lr: 1.754e-02, eta: 10:50:01, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5089, top5_acc: 0.7354, loss_cls: 2.2153, loss: 2.2153, grad_norm: 3.2290 2020-10-10 11:47:21,141 - mmaction - INFO - Epoch [229][400/1413] lr: 1.754e-02, eta: 10:49:40, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5079, top5_acc: 0.7272, loss_cls: 2.2429, loss: 2.2429, grad_norm: 3.2090 2020-10-10 11:47:40,549 - mmaction - INFO - Epoch [229][420/1413] lr: 1.754e-02, eta: 10:49:20, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5161, top5_acc: 0.7345, loss_cls: 2.2128, loss: 2.2128, grad_norm: 3.2149 2020-10-10 11:47:59,935 - mmaction - INFO - Epoch [229][440/1413] lr: 1.754e-02, eta: 10:49:00, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5095, top5_acc: 0.7314, loss_cls: 2.2202, loss: 2.2202, grad_norm: 3.1910 2020-10-10 11:48:19,408 - mmaction - INFO - Epoch [229][460/1413] lr: 1.754e-02, eta: 10:48:40, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.5112, top5_acc: 0.7333, loss_cls: 2.2041, loss: 2.2041, grad_norm: 3.1708 2020-10-10 11:48:38,806 - mmaction - INFO - Epoch [229][480/1413] lr: 1.754e-02, eta: 10:48:20, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5044, top5_acc: 0.7272, loss_cls: 2.2393, loss: 2.2393, grad_norm: 3.2184 2020-10-10 11:48:58,210 - mmaction - INFO - Epoch [229][500/1413] lr: 1.754e-02, eta: 10:48:00, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5085, top5_acc: 0.7228, loss_cls: 2.2469, loss: 2.2469, grad_norm: 3.2225 2020-10-10 11:49:17,589 - mmaction - INFO - Epoch [229][520/1413] lr: 1.754e-02, eta: 10:47:40, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.4982, top5_acc: 0.7266, loss_cls: 2.2716, loss: 2.2716, grad_norm: 3.2466 2020-10-10 11:49:36,989 - mmaction - INFO - Epoch [229][540/1413] lr: 1.754e-02, eta: 10:47:19, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5068, top5_acc: 0.7327, loss_cls: 2.2462, loss: 2.2462, grad_norm: 3.2203 2020-10-10 11:49:56,409 - mmaction - INFO - Epoch [229][560/1413] lr: 1.754e-02, eta: 10:46:59, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5184, top5_acc: 0.7460, loss_cls: 2.1657, loss: 2.1657, grad_norm: 3.1909 2020-10-10 11:50:15,846 - mmaction - INFO - Epoch [229][580/1413] lr: 1.754e-02, eta: 10:46:39, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5008, top5_acc: 0.7234, loss_cls: 2.2736, loss: 2.2736, grad_norm: 3.2702 2020-10-10 11:50:35,177 - mmaction - INFO - Epoch [229][600/1413] lr: 1.754e-02, eta: 10:46:19, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5129, top5_acc: 0.7335, loss_cls: 2.2202, loss: 2.2202, grad_norm: 3.2488 2020-10-10 11:50:54,610 - mmaction - INFO - Epoch [229][620/1413] lr: 1.754e-02, eta: 10:45:59, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5081, top5_acc: 0.7264, loss_cls: 2.2479, loss: 2.2479, grad_norm: 3.2130 2020-10-10 11:51:13,968 - mmaction - INFO - Epoch [229][640/1413] lr: 1.754e-02, eta: 10:45:39, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5118, top5_acc: 0.7349, loss_cls: 2.2182, loss: 2.2182, grad_norm: 3.1786 2020-10-10 11:51:33,420 - mmaction - INFO - Epoch [229][660/1413] lr: 1.754e-02, eta: 10:45:19, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5069, top5_acc: 0.7353, loss_cls: 2.2326, loss: 2.2326, grad_norm: 3.1753 2020-10-10 11:51:52,773 - mmaction - INFO - Epoch [229][680/1413] lr: 1.754e-02, eta: 10:44:58, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5034, top5_acc: 0.7323, loss_cls: 2.2293, loss: 2.2293, grad_norm: 3.2464 2020-10-10 11:52:12,126 - mmaction - INFO - Epoch [229][700/1413] lr: 1.754e-02, eta: 10:44:38, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5129, top5_acc: 0.7319, loss_cls: 2.2307, loss: 2.2307, grad_norm: 3.3187 2020-10-10 11:52:31,536 - mmaction - INFO - Epoch [229][720/1413] lr: 1.754e-02, eta: 10:44:18, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5079, top5_acc: 0.7340, loss_cls: 2.2178, loss: 2.2178, grad_norm: 3.2212 2020-10-10 11:52:50,922 - mmaction - INFO - Epoch [229][740/1413] lr: 1.754e-02, eta: 10:43:58, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5081, top5_acc: 0.7335, loss_cls: 2.2259, loss: 2.2259, grad_norm: 3.1980 2020-10-10 11:53:10,323 - mmaction - INFO - Epoch [229][760/1413] lr: 1.754e-02, eta: 10:43:38, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5052, top5_acc: 0.7311, loss_cls: 2.2391, loss: 2.2391, grad_norm: 3.2391 2020-10-10 11:53:29,745 - mmaction - INFO - Epoch [229][780/1413] lr: 1.754e-02, eta: 10:43:18, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.4909, top5_acc: 0.7293, loss_cls: 2.2723, loss: 2.2723, grad_norm: 3.2603 2020-10-10 11:53:49,155 - mmaction - INFO - Epoch [229][800/1413] lr: 1.754e-02, eta: 10:42:58, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5042, top5_acc: 0.7323, loss_cls: 2.2254, loss: 2.2254, grad_norm: 3.1936 2020-10-10 11:54:08,540 - mmaction - INFO - Epoch [229][820/1413] lr: 1.754e-02, eta: 10:42:38, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5009, top5_acc: 0.7245, loss_cls: 2.2783, loss: 2.2783, grad_norm: 3.2430 2020-10-10 11:54:27,915 - mmaction - INFO - Epoch [229][840/1413] lr: 1.754e-02, eta: 10:42:17, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5145, top5_acc: 0.7359, loss_cls: 2.2281, loss: 2.2281, grad_norm: 3.2369 2020-10-10 11:54:47,272 - mmaction - INFO - Epoch [229][860/1413] lr: 1.754e-02, eta: 10:41:57, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5159, top5_acc: 0.7344, loss_cls: 2.2183, loss: 2.2183, grad_norm: 3.1784 2020-10-10 11:55:06,673 - mmaction - INFO - Epoch [229][880/1413] lr: 1.754e-02, eta: 10:41:37, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5035, top5_acc: 0.7303, loss_cls: 2.2459, loss: 2.2459, grad_norm: 3.1909 2020-10-10 11:55:26,027 - mmaction - INFO - Epoch [229][900/1413] lr: 1.754e-02, eta: 10:41:17, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5020, top5_acc: 0.7283, loss_cls: 2.2589, loss: 2.2589, grad_norm: 3.2475 2020-10-10 11:55:45,448 - mmaction - INFO - Epoch [229][920/1413] lr: 1.754e-02, eta: 10:40:57, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5109, top5_acc: 0.7375, loss_cls: 2.2108, loss: 2.2108, grad_norm: 3.2568 2020-10-10 11:56:04,839 - mmaction - INFO - Epoch [229][940/1413] lr: 1.754e-02, eta: 10:40:37, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5018, top5_acc: 0.7285, loss_cls: 2.2369, loss: 2.2369, grad_norm: 3.2531 2020-10-10 11:56:24,221 - mmaction - INFO - Epoch [229][960/1413] lr: 1.754e-02, eta: 10:40:17, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5034, top5_acc: 0.7271, loss_cls: 2.2367, loss: 2.2367, grad_norm: 3.2265 2020-10-10 11:56:43,633 - mmaction - INFO - Epoch [229][980/1413] lr: 1.754e-02, eta: 10:39:56, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5034, top5_acc: 0.7268, loss_cls: 2.2469, loss: 2.2469, grad_norm: 3.2544 2020-10-10 11:57:02,975 - mmaction - INFO - Epoch [229][1000/1413] lr: 1.754e-02, eta: 10:39:36, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5086, top5_acc: 0.7289, loss_cls: 2.2489, loss: 2.2489, grad_norm: 3.2734 2020-10-10 11:57:22,340 - mmaction - INFO - Epoch [229][1020/1413] lr: 1.754e-02, eta: 10:39:16, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5151, top5_acc: 0.7353, loss_cls: 2.2167, loss: 2.2167, grad_norm: 3.3300 2020-10-10 11:57:41,697 - mmaction - INFO - Epoch [229][1040/1413] lr: 1.754e-02, eta: 10:38:56, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5023, top5_acc: 0.7297, loss_cls: 2.2485, loss: 2.2485, grad_norm: 3.2481 2020-10-10 11:58:01,053 - mmaction - INFO - Epoch [229][1060/1413] lr: 1.754e-02, eta: 10:38:36, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5130, top5_acc: 0.7311, loss_cls: 2.2147, loss: 2.2147, grad_norm: 3.2060 2020-10-10 11:58:20,398 - mmaction - INFO - Epoch [229][1080/1413] lr: 1.754e-02, eta: 10:38:16, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5061, top5_acc: 0.7362, loss_cls: 2.2213, loss: 2.2213, grad_norm: 3.1813 2020-10-10 11:58:39,783 - mmaction - INFO - Epoch [229][1100/1413] lr: 1.754e-02, eta: 10:37:56, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5098, top5_acc: 0.7288, loss_cls: 2.2359, loss: 2.2359, grad_norm: 3.2702 2020-10-10 11:58:59,188 - mmaction - INFO - Epoch [229][1120/1413] lr: 1.754e-02, eta: 10:37:35, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5000, top5_acc: 0.7232, loss_cls: 2.2825, loss: 2.2825, grad_norm: 3.3141 2020-10-10 11:59:18,626 - mmaction - INFO - Epoch [229][1140/1413] lr: 1.754e-02, eta: 10:37:15, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5141, top5_acc: 0.7331, loss_cls: 2.2053, loss: 2.2053, grad_norm: 3.2497 2020-10-10 11:59:38,011 - mmaction - INFO - Epoch [229][1160/1413] lr: 1.754e-02, eta: 10:36:55, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.4943, top5_acc: 0.7275, loss_cls: 2.2869, loss: 2.2869, grad_norm: 3.2854 2020-10-10 11:59:57,411 - mmaction - INFO - Epoch [229][1180/1413] lr: 1.754e-02, eta: 10:36:35, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5004, top5_acc: 0.7299, loss_cls: 2.2548, loss: 2.2548, grad_norm: 3.2545 2020-10-10 12:00:17,870 - mmaction - INFO - Epoch [229][1200/1413] lr: 1.754e-02, eta: 10:36:15, time: 1.023, data_time: 0.002, memory: 8482, top1_acc: 0.5055, top5_acc: 0.7337, loss_cls: 2.2289, loss: 2.2289, grad_norm: 3.2504 2020-10-10 12:00:37,275 - mmaction - INFO - Epoch [229][1220/1413] lr: 1.754e-02, eta: 10:35:55, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5081, top5_acc: 0.7286, loss_cls: 2.2492, loss: 2.2492, grad_norm: 3.2544 2020-10-10 12:00:56,649 - mmaction - INFO - Epoch [229][1240/1413] lr: 1.754e-02, eta: 10:35:35, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5008, top5_acc: 0.7271, loss_cls: 2.2574, loss: 2.2574, grad_norm: 3.2499 2020-10-10 12:01:15,965 - mmaction - INFO - Epoch [229][1260/1413] lr: 1.754e-02, eta: 10:35:15, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5005, top5_acc: 0.7241, loss_cls: 2.2549, loss: 2.2549, grad_norm: 3.2663 2020-10-10 12:01:35,333 - mmaction - INFO - Epoch [229][1280/1413] lr: 1.754e-02, eta: 10:34:55, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5096, top5_acc: 0.7337, loss_cls: 2.2429, loss: 2.2429, grad_norm: 3.2534 2020-10-10 12:01:54,712 - mmaction - INFO - Epoch [229][1300/1413] lr: 1.754e-02, eta: 10:34:35, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.4966, top5_acc: 0.7266, loss_cls: 2.2975, loss: 2.2975, grad_norm: 3.3201 2020-10-10 12:02:14,147 - mmaction - INFO - Epoch [229][1320/1413] lr: 1.754e-02, eta: 10:34:15, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5099, top5_acc: 0.7411, loss_cls: 2.1954, loss: 2.1954, grad_norm: 3.2305 2020-10-10 12:02:33,539 - mmaction - INFO - Epoch [229][1340/1413] lr: 1.754e-02, eta: 10:33:54, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5056, top5_acc: 0.7280, loss_cls: 2.2400, loss: 2.2400, grad_norm: 3.2226 2020-10-10 12:02:52,912 - mmaction - INFO - Epoch [229][1360/1413] lr: 1.754e-02, eta: 10:33:34, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5113, top5_acc: 0.7353, loss_cls: 2.2123, loss: 2.2123, grad_norm: 3.2573 2020-10-10 12:03:12,310 - mmaction - INFO - Epoch [229][1380/1413] lr: 1.754e-02, eta: 10:33:14, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5087, top5_acc: 0.7332, loss_cls: 2.2496, loss: 2.2496, grad_norm: 3.2350 2020-10-10 12:03:31,694 - mmaction - INFO - Epoch [229][1400/1413] lr: 1.754e-02, eta: 10:32:54, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5073, top5_acc: 0.7290, loss_cls: 2.2244, loss: 2.2244, grad_norm: 3.2408 2020-10-10 12:04:38,663 - mmaction - INFO - Epoch [230][20/1413] lr: 1.632e-02, eta: 10:32:30, time: 2.632, data_time: 1.509, memory: 8482, top1_acc: 0.5102, top5_acc: 0.7353, loss_cls: 2.1949, loss: 2.1949, grad_norm: 3.2382 2020-10-10 12:04:57,948 - mmaction - INFO - Epoch [230][40/1413] lr: 1.632e-02, eta: 10:32:10, time: 0.965, data_time: 0.003, memory: 8482, top1_acc: 0.5185, top5_acc: 0.7323, loss_cls: 2.2030, loss: 2.2030, grad_norm: 3.2178 2020-10-10 12:05:17,292 - mmaction - INFO - Epoch [230][60/1413] lr: 1.632e-02, eta: 10:31:50, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5210, top5_acc: 0.7379, loss_cls: 2.1670, loss: 2.1670, grad_norm: 3.2369 2020-10-10 12:05:36,650 - mmaction - INFO - Epoch [230][80/1413] lr: 1.632e-02, eta: 10:31:29, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5135, top5_acc: 0.7379, loss_cls: 2.1933, loss: 2.1933, grad_norm: 3.2516 2020-10-10 12:05:56,092 - mmaction - INFO - Epoch [230][100/1413] lr: 1.632e-02, eta: 10:31:09, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.5141, top5_acc: 0.7358, loss_cls: 2.2088, loss: 2.2088, grad_norm: 3.2680 2020-10-10 12:06:15,464 - mmaction - INFO - Epoch [230][120/1413] lr: 1.632e-02, eta: 10:30:49, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5099, top5_acc: 0.7379, loss_cls: 2.1993, loss: 2.1993, grad_norm: 3.2921 2020-10-10 12:06:34,840 - mmaction - INFO - Epoch [230][140/1413] lr: 1.632e-02, eta: 10:30:29, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5190, top5_acc: 0.7333, loss_cls: 2.1929, loss: 2.1929, grad_norm: 3.2291 2020-10-10 12:06:54,273 - mmaction - INFO - Epoch [230][160/1413] lr: 1.632e-02, eta: 10:30:09, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5161, top5_acc: 0.7363, loss_cls: 2.1979, loss: 2.1979, grad_norm: 3.2317 2020-10-10 12:07:13,684 - mmaction - INFO - Epoch [230][180/1413] lr: 1.632e-02, eta: 10:29:49, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5103, top5_acc: 0.7352, loss_cls: 2.2062, loss: 2.2062, grad_norm: 3.2731 2020-10-10 12:07:33,073 - mmaction - INFO - Epoch [230][200/1413] lr: 1.632e-02, eta: 10:29:29, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5201, top5_acc: 0.7501, loss_cls: 2.1398, loss: 2.1398, grad_norm: 3.2126 2020-10-10 12:07:52,408 - mmaction - INFO - Epoch [230][220/1413] lr: 1.632e-02, eta: 10:29:09, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5092, top5_acc: 0.7357, loss_cls: 2.2152, loss: 2.2152, grad_norm: 3.2781 2020-10-10 12:08:11,685 - mmaction - INFO - Epoch [230][240/1413] lr: 1.632e-02, eta: 10:28:48, time: 0.964, data_time: 0.002, memory: 8482, top1_acc: 0.5138, top5_acc: 0.7273, loss_cls: 2.2418, loss: 2.2418, grad_norm: 3.2338 2020-10-10 12:08:31,115 - mmaction - INFO - Epoch [230][260/1413] lr: 1.632e-02, eta: 10:28:28, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5100, top5_acc: 0.7283, loss_cls: 2.2251, loss: 2.2251, grad_norm: 3.2824 2020-10-10 12:08:50,502 - mmaction - INFO - Epoch [230][280/1413] lr: 1.632e-02, eta: 10:28:08, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5055, top5_acc: 0.7250, loss_cls: 2.2780, loss: 2.2780, grad_norm: 3.3113 2020-10-10 12:09:09,867 - mmaction - INFO - Epoch [230][300/1413] lr: 1.632e-02, eta: 10:27:48, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5138, top5_acc: 0.7335, loss_cls: 2.2149, loss: 2.2149, grad_norm: 3.2205 2020-10-10 12:09:29,328 - mmaction - INFO - Epoch [230][320/1413] lr: 1.632e-02, eta: 10:27:28, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5117, top5_acc: 0.7329, loss_cls: 2.2085, loss: 2.2085, grad_norm: 3.3093 2020-10-10 12:09:48,701 - mmaction - INFO - Epoch [230][340/1413] lr: 1.632e-02, eta: 10:27:08, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5155, top5_acc: 0.7366, loss_cls: 2.2048, loss: 2.2048, grad_norm: 3.3020 2020-10-10 12:10:08,104 - mmaction - INFO - Epoch [230][360/1413] lr: 1.632e-02, eta: 10:26:48, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5163, top5_acc: 0.7415, loss_cls: 2.1538, loss: 2.1538, grad_norm: 3.2491 2020-10-10 12:10:27,542 - mmaction - INFO - Epoch [230][380/1413] lr: 1.632e-02, eta: 10:26:28, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5176, top5_acc: 0.7438, loss_cls: 2.1714, loss: 2.1714, grad_norm: 3.2488 2020-10-10 12:10:46,892 - mmaction - INFO - Epoch [230][400/1413] lr: 1.632e-02, eta: 10:26:07, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.5129, top5_acc: 0.7392, loss_cls: 2.1914, loss: 2.1914, grad_norm: 3.2574 2020-10-10 12:11:06,303 - mmaction - INFO - Epoch [230][420/1413] lr: 1.632e-02, eta: 10:25:47, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5220, top5_acc: 0.7348, loss_cls: 2.2103, loss: 2.2103, grad_norm: 3.2864 2020-10-10 12:11:25,679 - mmaction - INFO - Epoch [230][440/1413] lr: 1.632e-02, eta: 10:25:27, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5155, top5_acc: 0.7426, loss_cls: 2.1859, loss: 2.1859, grad_norm: 3.2303 2020-10-10 12:11:45,067 - mmaction - INFO - Epoch [230][460/1413] lr: 1.632e-02, eta: 10:25:07, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5129, top5_acc: 0.7363, loss_cls: 2.1943, loss: 2.1943, grad_norm: 3.2562 2020-10-10 12:12:04,425 - mmaction - INFO - Epoch [230][480/1413] lr: 1.632e-02, eta: 10:24:47, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5068, top5_acc: 0.7345, loss_cls: 2.2040, loss: 2.2040, grad_norm: 3.2950 2020-10-10 12:12:23,863 - mmaction - INFO - Epoch [230][500/1413] lr: 1.632e-02, eta: 10:24:27, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5059, top5_acc: 0.7350, loss_cls: 2.2252, loss: 2.2252, grad_norm: 3.2911 2020-10-10 12:12:43,264 - mmaction - INFO - Epoch [230][520/1413] lr: 1.632e-02, eta: 10:24:07, time: 0.971, data_time: 0.004, memory: 8482, top1_acc: 0.5173, top5_acc: 0.7376, loss_cls: 2.2029, loss: 2.2029, grad_norm: 3.2472 2020-10-10 12:13:02,751 - mmaction - INFO - Epoch [230][540/1413] lr: 1.632e-02, eta: 10:23:47, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.5112, top5_acc: 0.7414, loss_cls: 2.1861, loss: 2.1861, grad_norm: 3.2749 2020-10-10 12:13:22,089 - mmaction - INFO - Epoch [230][560/1413] lr: 1.632e-02, eta: 10:23:26, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5164, top5_acc: 0.7388, loss_cls: 2.1755, loss: 2.1755, grad_norm: 3.2400 2020-10-10 12:13:41,422 - mmaction - INFO - Epoch [230][580/1413] lr: 1.632e-02, eta: 10:23:06, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.5113, top5_acc: 0.7342, loss_cls: 2.1948, loss: 2.1948, grad_norm: 3.2899 2020-10-10 12:14:00,797 - mmaction - INFO - Epoch [230][600/1413] lr: 1.632e-02, eta: 10:22:46, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5125, top5_acc: 0.7362, loss_cls: 2.2019, loss: 2.2019, grad_norm: 3.2850 2020-10-10 12:14:20,284 - mmaction - INFO - Epoch [230][620/1413] lr: 1.632e-02, eta: 10:22:26, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.5030, top5_acc: 0.7288, loss_cls: 2.2206, loss: 2.2206, grad_norm: 3.3232 2020-10-10 12:14:39,745 - mmaction - INFO - Epoch [230][640/1413] lr: 1.632e-02, eta: 10:22:06, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.5189, top5_acc: 0.7357, loss_cls: 2.1924, loss: 2.1924, grad_norm: 3.2537 2020-10-10 12:14:59,124 - mmaction - INFO - Epoch [230][660/1413] lr: 1.632e-02, eta: 10:21:46, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5105, top5_acc: 0.7378, loss_cls: 2.2334, loss: 2.2334, grad_norm: 3.3169 2020-10-10 12:15:18,507 - mmaction - INFO - Epoch [230][680/1413] lr: 1.632e-02, eta: 10:21:26, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5061, top5_acc: 0.7336, loss_cls: 2.2423, loss: 2.2423, grad_norm: 3.2987 2020-10-10 12:15:37,896 - mmaction - INFO - Epoch [230][700/1413] lr: 1.632e-02, eta: 10:21:06, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5090, top5_acc: 0.7378, loss_cls: 2.2220, loss: 2.2220, grad_norm: 3.2975 2020-10-10 12:15:57,201 - mmaction - INFO - Epoch [230][720/1413] lr: 1.632e-02, eta: 10:20:45, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5099, top5_acc: 0.7363, loss_cls: 2.2082, loss: 2.2082, grad_norm: 3.2537 2020-10-10 12:16:16,539 - mmaction - INFO - Epoch [230][740/1413] lr: 1.632e-02, eta: 10:20:25, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5146, top5_acc: 0.7368, loss_cls: 2.2009, loss: 2.2009, grad_norm: 3.2932 2020-10-10 12:16:35,860 - mmaction - INFO - Epoch [230][760/1413] lr: 1.632e-02, eta: 10:20:05, time: 0.965, data_time: 0.001, memory: 8482, top1_acc: 0.5064, top5_acc: 0.7374, loss_cls: 2.2083, loss: 2.2083, grad_norm: 3.2832 2020-10-10 12:16:55,191 - mmaction - INFO - Epoch [230][780/1413] lr: 1.632e-02, eta: 10:19:45, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5126, top5_acc: 0.7391, loss_cls: 2.1950, loss: 2.1950, grad_norm: 3.2768 2020-10-10 12:17:14,628 - mmaction - INFO - Epoch [230][800/1413] lr: 1.632e-02, eta: 10:19:25, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5152, top5_acc: 0.7342, loss_cls: 2.2220, loss: 2.2220, grad_norm: 3.2835 2020-10-10 12:17:34,019 - mmaction - INFO - Epoch [230][820/1413] lr: 1.632e-02, eta: 10:19:05, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5112, top5_acc: 0.7385, loss_cls: 2.2126, loss: 2.2126, grad_norm: 3.2929 2020-10-10 12:17:53,417 - mmaction - INFO - Epoch [230][840/1413] lr: 1.632e-02, eta: 10:18:45, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5159, top5_acc: 0.7378, loss_cls: 2.1784, loss: 2.1784, grad_norm: 3.2701 2020-10-10 12:18:12,760 - mmaction - INFO - Epoch [230][860/1413] lr: 1.632e-02, eta: 10:18:25, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5057, top5_acc: 0.7310, loss_cls: 2.2315, loss: 2.2315, grad_norm: 3.3100 2020-10-10 12:18:32,151 - mmaction - INFO - Epoch [230][880/1413] lr: 1.632e-02, eta: 10:18:04, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5176, top5_acc: 0.7410, loss_cls: 2.1813, loss: 2.1813, grad_norm: 3.2694 2020-10-10 12:18:51,508 - mmaction - INFO - Epoch [230][900/1413] lr: 1.632e-02, eta: 10:17:44, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5133, top5_acc: 0.7288, loss_cls: 2.2348, loss: 2.2348, grad_norm: 3.3000 2020-10-10 12:19:10,877 - mmaction - INFO - Epoch [230][920/1413] lr: 1.632e-02, eta: 10:17:24, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5208, top5_acc: 0.7408, loss_cls: 2.1690, loss: 2.1690, grad_norm: 3.2707 2020-10-10 12:19:30,332 - mmaction - INFO - Epoch [230][940/1413] lr: 1.632e-02, eta: 10:17:04, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5069, top5_acc: 0.7349, loss_cls: 2.2126, loss: 2.2126, grad_norm: 3.3396 2020-10-10 12:19:49,733 - mmaction - INFO - Epoch [230][960/1413] lr: 1.632e-02, eta: 10:16:44, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5068, top5_acc: 0.7375, loss_cls: 2.2061, loss: 2.2061, grad_norm: 3.2727 2020-10-10 12:20:09,094 - mmaction - INFO - Epoch [230][980/1413] lr: 1.632e-02, eta: 10:16:24, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5224, top5_acc: 0.7332, loss_cls: 2.1846, loss: 2.1846, grad_norm: 3.2475 2020-10-10 12:20:28,471 - mmaction - INFO - Epoch [230][1000/1413] lr: 1.632e-02, eta: 10:16:04, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5124, top5_acc: 0.7404, loss_cls: 2.1838, loss: 2.1838, grad_norm: 3.2506 2020-10-10 12:20:47,862 - mmaction - INFO - Epoch [230][1020/1413] lr: 1.632e-02, eta: 10:15:44, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5014, top5_acc: 0.7238, loss_cls: 2.2639, loss: 2.2639, grad_norm: 3.3434 2020-10-10 12:21:07,221 - mmaction - INFO - Epoch [230][1040/1413] lr: 1.632e-02, eta: 10:15:23, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5143, top5_acc: 0.7365, loss_cls: 2.2067, loss: 2.2067, grad_norm: 3.3514 2020-10-10 12:21:26,617 - mmaction - INFO - Epoch [230][1060/1413] lr: 1.632e-02, eta: 10:15:03, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5135, top5_acc: 0.7315, loss_cls: 2.2339, loss: 2.2339, grad_norm: 3.3182 2020-10-10 12:21:45,974 - mmaction - INFO - Epoch [230][1080/1413] lr: 1.632e-02, eta: 10:14:43, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.4965, top5_acc: 0.7199, loss_cls: 2.2782, loss: 2.2782, grad_norm: 3.3321 2020-10-10 12:22:05,313 - mmaction - INFO - Epoch [230][1100/1413] lr: 1.632e-02, eta: 10:14:23, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5073, top5_acc: 0.7361, loss_cls: 2.2088, loss: 2.2088, grad_norm: 3.2817 2020-10-10 12:22:24,692 - mmaction - INFO - Epoch [230][1120/1413] lr: 1.632e-02, eta: 10:14:03, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5072, top5_acc: 0.7385, loss_cls: 2.2120, loss: 2.2120, grad_norm: 3.3028 2020-10-10 12:22:44,026 - mmaction - INFO - Epoch [230][1140/1413] lr: 1.632e-02, eta: 10:13:43, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.5148, top5_acc: 0.7365, loss_cls: 2.2137, loss: 2.2137, grad_norm: 3.3305 2020-10-10 12:23:03,475 - mmaction - INFO - Epoch [230][1160/1413] lr: 1.632e-02, eta: 10:13:23, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5065, top5_acc: 0.7345, loss_cls: 2.2361, loss: 2.2361, grad_norm: 3.2510 2020-10-10 12:23:22,863 - mmaction - INFO - Epoch [230][1180/1413] lr: 1.632e-02, eta: 10:13:03, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5096, top5_acc: 0.7331, loss_cls: 2.2308, loss: 2.2308, grad_norm: 3.3323 2020-10-10 12:23:42,279 - mmaction - INFO - Epoch [230][1200/1413] lr: 1.632e-02, eta: 10:12:43, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5044, top5_acc: 0.7345, loss_cls: 2.2531, loss: 2.2531, grad_norm: 3.3398 2020-10-10 12:24:01,634 - mmaction - INFO - Epoch [230][1220/1413] lr: 1.632e-02, eta: 10:12:22, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5094, top5_acc: 0.7365, loss_cls: 2.2099, loss: 2.2099, grad_norm: 3.2511 2020-10-10 12:24:21,021 - mmaction - INFO - Epoch [230][1240/1413] lr: 1.632e-02, eta: 10:12:02, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5107, top5_acc: 0.7293, loss_cls: 2.2089, loss: 2.2089, grad_norm: 3.2795 2020-10-10 12:24:40,383 - mmaction - INFO - Epoch [230][1260/1413] lr: 1.632e-02, eta: 10:11:42, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5092, top5_acc: 0.7328, loss_cls: 2.2229, loss: 2.2229, grad_norm: 3.2912 2020-10-10 12:24:59,739 - mmaction - INFO - Epoch [230][1280/1413] lr: 1.632e-02, eta: 10:11:22, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5150, top5_acc: 0.7378, loss_cls: 2.2193, loss: 2.2193, grad_norm: 3.3063 2020-10-10 12:25:19,096 - mmaction - INFO - Epoch [230][1300/1413] lr: 1.632e-02, eta: 10:11:02, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.4928, top5_acc: 0.7292, loss_cls: 2.2613, loss: 2.2613, grad_norm: 3.3921 2020-10-10 12:25:38,444 - mmaction - INFO - Epoch [230][1320/1413] lr: 1.632e-02, eta: 10:10:42, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5139, top5_acc: 0.7418, loss_cls: 2.1763, loss: 2.1763, grad_norm: 3.3044 2020-10-10 12:25:57,796 - mmaction - INFO - Epoch [230][1340/1413] lr: 1.632e-02, eta: 10:10:22, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5147, top5_acc: 0.7348, loss_cls: 2.2122, loss: 2.2122, grad_norm: 3.2874 2020-10-10 12:26:17,171 - mmaction - INFO - Epoch [230][1360/1413] lr: 1.632e-02, eta: 10:10:02, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5109, top5_acc: 0.7355, loss_cls: 2.2264, loss: 2.2264, grad_norm: 3.2991 2020-10-10 12:26:36,520 - mmaction - INFO - Epoch [230][1380/1413] lr: 1.632e-02, eta: 10:09:41, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5016, top5_acc: 0.7332, loss_cls: 2.2458, loss: 2.2458, grad_norm: 3.2913 2020-10-10 12:26:55,824 - mmaction - INFO - Epoch [230][1400/1413] lr: 1.632e-02, eta: 10:09:21, time: 0.964, data_time: 0.001, memory: 8482, top1_acc: 0.5066, top5_acc: 0.7413, loss_cls: 2.2246, loss: 2.2246, grad_norm: 3.3228 2020-10-10 12:27:59,086 - mmaction - INFO - Epoch [231][20/1413] lr: 1.514e-02, eta: 10:08:56, time: 2.515, data_time: 1.543, memory: 8482, top1_acc: 0.5185, top5_acc: 0.7376, loss_cls: 2.1843, loss: 2.1843, grad_norm: 3.2666 2020-10-10 12:28:18,374 - mmaction - INFO - Epoch [231][40/1413] lr: 1.514e-02, eta: 10:08:36, time: 0.966, data_time: 0.003, memory: 8482, top1_acc: 0.5227, top5_acc: 0.7474, loss_cls: 2.1415, loss: 2.1415, grad_norm: 3.2314 2020-10-10 12:28:37,704 - mmaction - INFO - Epoch [231][60/1413] lr: 1.514e-02, eta: 10:08:15, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.5098, top5_acc: 0.7297, loss_cls: 2.2259, loss: 2.2259, grad_norm: 3.2851 2020-10-10 12:28:57,024 - mmaction - INFO - Epoch [231][80/1413] lr: 1.514e-02, eta: 10:07:55, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5092, top5_acc: 0.7363, loss_cls: 2.2122, loss: 2.2122, grad_norm: 3.3069 2020-10-10 12:29:16,354 - mmaction - INFO - Epoch [231][100/1413] lr: 1.514e-02, eta: 10:07:35, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.5178, top5_acc: 0.7410, loss_cls: 2.1770, loss: 2.1770, grad_norm: 3.2478 2020-10-10 12:29:35,740 - mmaction - INFO - Epoch [231][120/1413] lr: 1.514e-02, eta: 10:07:15, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5367, top5_acc: 0.7452, loss_cls: 2.1022, loss: 2.1022, grad_norm: 3.2555 2020-10-10 12:29:55,081 - mmaction - INFO - Epoch [231][140/1413] lr: 1.514e-02, eta: 10:06:55, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5165, top5_acc: 0.7349, loss_cls: 2.2046, loss: 2.2046, grad_norm: 3.2983 2020-10-10 12:30:14,463 - mmaction - INFO - Epoch [231][160/1413] lr: 1.514e-02, eta: 10:06:35, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5146, top5_acc: 0.7395, loss_cls: 2.2007, loss: 2.2007, grad_norm: 3.3344 2020-10-10 12:30:33,824 - mmaction - INFO - Epoch [231][180/1413] lr: 1.514e-02, eta: 10:06:15, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5161, top5_acc: 0.7430, loss_cls: 2.1561, loss: 2.1561, grad_norm: 3.3054 2020-10-10 12:30:53,171 - mmaction - INFO - Epoch [231][200/1413] lr: 1.514e-02, eta: 10:05:55, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5212, top5_acc: 0.7389, loss_cls: 2.1818, loss: 2.1818, grad_norm: 3.3296 2020-10-10 12:31:12,494 - mmaction - INFO - Epoch [231][220/1413] lr: 1.514e-02, eta: 10:05:34, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5198, top5_acc: 0.7405, loss_cls: 2.1693, loss: 2.1693, grad_norm: 3.3290 2020-10-10 12:31:31,859 - mmaction - INFO - Epoch [231][240/1413] lr: 1.514e-02, eta: 10:05:14, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5168, top5_acc: 0.7396, loss_cls: 2.1852, loss: 2.1852, grad_norm: 3.3355 2020-10-10 12:31:51,254 - mmaction - INFO - Epoch [231][260/1413] lr: 1.514e-02, eta: 10:04:54, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5177, top5_acc: 0.7410, loss_cls: 2.1813, loss: 2.1813, grad_norm: 3.3344 2020-10-10 12:32:10,644 - mmaction - INFO - Epoch [231][280/1413] lr: 1.514e-02, eta: 10:04:34, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5132, top5_acc: 0.7410, loss_cls: 2.1877, loss: 2.1877, grad_norm: 3.3262 2020-10-10 12:32:30,068 - mmaction - INFO - Epoch [231][300/1413] lr: 1.514e-02, eta: 10:04:14, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5154, top5_acc: 0.7318, loss_cls: 2.2117, loss: 2.2117, grad_norm: 3.3216 2020-10-10 12:32:49,482 - mmaction - INFO - Epoch [231][320/1413] lr: 1.514e-02, eta: 10:03:54, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5199, top5_acc: 0.7419, loss_cls: 2.1825, loss: 2.1825, grad_norm: 3.3346 2020-10-10 12:33:08,867 - mmaction - INFO - Epoch [231][340/1413] lr: 1.514e-02, eta: 10:03:34, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5124, top5_acc: 0.7374, loss_cls: 2.1914, loss: 2.1914, grad_norm: 3.2916 2020-10-10 12:33:28,227 - mmaction - INFO - Epoch [231][360/1413] lr: 1.514e-02, eta: 10:03:14, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5141, top5_acc: 0.7437, loss_cls: 2.1774, loss: 2.1774, grad_norm: 3.3023 2020-10-10 12:33:47,688 - mmaction - INFO - Epoch [231][380/1413] lr: 1.514e-02, eta: 10:02:54, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.5174, top5_acc: 0.7316, loss_cls: 2.2319, loss: 2.2319, grad_norm: 3.3169 2020-10-10 12:34:07,079 - mmaction - INFO - Epoch [231][400/1413] lr: 1.514e-02, eta: 10:02:33, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5217, top5_acc: 0.7354, loss_cls: 2.1777, loss: 2.1777, grad_norm: 3.3196 2020-10-10 12:34:26,460 - mmaction - INFO - Epoch [231][420/1413] lr: 1.514e-02, eta: 10:02:13, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5118, top5_acc: 0.7354, loss_cls: 2.1927, loss: 2.1927, grad_norm: 3.2761 2020-10-10 12:34:45,797 - mmaction - INFO - Epoch [231][440/1413] lr: 1.514e-02, eta: 10:01:53, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5240, top5_acc: 0.7428, loss_cls: 2.1425, loss: 2.1425, grad_norm: 3.3150 2020-10-10 12:35:05,155 - mmaction - INFO - Epoch [231][460/1413] lr: 1.514e-02, eta: 10:01:33, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5180, top5_acc: 0.7419, loss_cls: 2.1792, loss: 2.1792, grad_norm: 3.3331 2020-10-10 12:35:24,463 - mmaction - INFO - Epoch [231][480/1413] lr: 1.514e-02, eta: 10:01:13, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5064, top5_acc: 0.7358, loss_cls: 2.2316, loss: 2.2316, grad_norm: 3.4124 2020-10-10 12:35:43,903 - mmaction - INFO - Epoch [231][500/1413] lr: 1.514e-02, eta: 10:00:53, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5112, top5_acc: 0.7375, loss_cls: 2.2230, loss: 2.2230, grad_norm: 3.2952 2020-10-10 12:36:03,320 - mmaction - INFO - Epoch [231][520/1413] lr: 1.514e-02, eta: 10:00:33, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5122, top5_acc: 0.7388, loss_cls: 2.1720, loss: 2.1720, grad_norm: 3.2552 2020-10-10 12:36:22,701 - mmaction - INFO - Epoch [231][540/1413] lr: 1.514e-02, eta: 10:00:13, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5102, top5_acc: 0.7341, loss_cls: 2.2159, loss: 2.2159, grad_norm: 3.3138 2020-10-10 12:36:42,125 - mmaction - INFO - Epoch [231][560/1413] lr: 1.514e-02, eta: 9:59:53, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.1242, loss: 2.1242, grad_norm: 3.3201 2020-10-10 12:37:01,546 - mmaction - INFO - Epoch [231][580/1413] lr: 1.514e-02, eta: 9:59:32, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5263, top5_acc: 0.7495, loss_cls: 2.1337, loss: 2.1337, grad_norm: 3.3372 2020-10-10 12:37:20,971 - mmaction - INFO - Epoch [231][600/1413] lr: 1.514e-02, eta: 9:59:12, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5108, top5_acc: 0.7366, loss_cls: 2.2100, loss: 2.2100, grad_norm: 3.3523 2020-10-10 12:37:40,342 - mmaction - INFO - Epoch [231][620/1413] lr: 1.514e-02, eta: 9:58:52, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5195, top5_acc: 0.7335, loss_cls: 2.2154, loss: 2.2154, grad_norm: 3.3243 2020-10-10 12:37:59,768 - mmaction - INFO - Epoch [231][640/1413] lr: 1.514e-02, eta: 9:58:32, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5281, top5_acc: 0.7444, loss_cls: 2.1501, loss: 2.1501, grad_norm: 3.2654 2020-10-10 12:38:19,153 - mmaction - INFO - Epoch [231][660/1413] lr: 1.514e-02, eta: 9:58:12, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5092, top5_acc: 0.7305, loss_cls: 2.2238, loss: 2.2238, grad_norm: 3.3814 2020-10-10 12:38:38,558 - mmaction - INFO - Epoch [231][680/1413] lr: 1.514e-02, eta: 9:57:52, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5068, top5_acc: 0.7305, loss_cls: 2.2322, loss: 2.2322, grad_norm: 3.3358 2020-10-10 12:38:57,963 - mmaction - INFO - Epoch [231][700/1413] lr: 1.514e-02, eta: 9:57:32, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5120, top5_acc: 0.7389, loss_cls: 2.2129, loss: 2.2129, grad_norm: 3.3337 2020-10-10 12:39:17,373 - mmaction - INFO - Epoch [231][720/1413] lr: 1.514e-02, eta: 9:57:12, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5242, top5_acc: 0.7391, loss_cls: 2.1694, loss: 2.1694, grad_norm: 3.3648 2020-10-10 12:39:36,776 - mmaction - INFO - Epoch [231][740/1413] lr: 1.514e-02, eta: 9:56:52, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5118, top5_acc: 0.7322, loss_cls: 2.2037, loss: 2.2037, grad_norm: 3.3174 2020-10-10 12:39:56,143 - mmaction - INFO - Epoch [231][760/1413] lr: 1.514e-02, eta: 9:56:32, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5160, top5_acc: 0.7413, loss_cls: 2.1861, loss: 2.1861, grad_norm: 3.3073 2020-10-10 12:40:15,545 - mmaction - INFO - Epoch [231][780/1413] lr: 1.514e-02, eta: 9:56:11, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5034, top5_acc: 0.7327, loss_cls: 2.2227, loss: 2.2227, grad_norm: 3.4031 2020-10-10 12:40:34,951 - mmaction - INFO - Epoch [231][800/1413] lr: 1.514e-02, eta: 9:55:51, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5068, top5_acc: 0.7306, loss_cls: 2.2126, loss: 2.2126, grad_norm: 3.3396 2020-10-10 12:40:54,307 - mmaction - INFO - Epoch [231][820/1413] lr: 1.514e-02, eta: 9:55:31, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5060, top5_acc: 0.7404, loss_cls: 2.2120, loss: 2.2120, grad_norm: 3.3398 2020-10-10 12:41:13,686 - mmaction - INFO - Epoch [231][840/1413] lr: 1.514e-02, eta: 9:55:11, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5066, top5_acc: 0.7314, loss_cls: 2.2331, loss: 2.2331, grad_norm: 3.4057 2020-10-10 12:41:33,017 - mmaction - INFO - Epoch [231][860/1413] lr: 1.514e-02, eta: 9:54:51, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.5174, top5_acc: 0.7339, loss_cls: 2.1917, loss: 2.1917, grad_norm: 3.2764 2020-10-10 12:41:52,350 - mmaction - INFO - Epoch [231][880/1413] lr: 1.514e-02, eta: 9:54:31, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5134, top5_acc: 0.7397, loss_cls: 2.1867, loss: 2.1867, grad_norm: 3.3322 2020-10-10 12:42:11,712 - mmaction - INFO - Epoch [231][900/1413] lr: 1.514e-02, eta: 9:54:11, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5130, top5_acc: 0.7316, loss_cls: 2.2227, loss: 2.2227, grad_norm: 3.3293 2020-10-10 12:42:31,101 - mmaction - INFO - Epoch [231][920/1413] lr: 1.514e-02, eta: 9:53:51, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5189, top5_acc: 0.7492, loss_cls: 2.1493, loss: 2.1493, grad_norm: 3.3328 2020-10-10 12:42:50,479 - mmaction - INFO - Epoch [231][940/1413] lr: 1.514e-02, eta: 9:53:31, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5180, top5_acc: 0.7396, loss_cls: 2.1749, loss: 2.1749, grad_norm: 3.3428 2020-10-10 12:43:09,858 - mmaction - INFO - Epoch [231][960/1413] lr: 1.514e-02, eta: 9:53:10, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5173, top5_acc: 0.7405, loss_cls: 2.1818, loss: 2.1818, grad_norm: 3.3459 2020-10-10 12:43:29,305 - mmaction - INFO - Epoch [231][980/1413] lr: 1.514e-02, eta: 9:52:50, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.5081, top5_acc: 0.7329, loss_cls: 2.2230, loss: 2.2230, grad_norm: 3.3480 2020-10-10 12:43:48,670 - mmaction - INFO - Epoch [231][1000/1413] lr: 1.514e-02, eta: 9:52:30, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5078, top5_acc: 0.7270, loss_cls: 2.2487, loss: 2.2487, grad_norm: 3.3744 2020-10-10 12:44:08,017 - mmaction - INFO - Epoch [231][1020/1413] lr: 1.514e-02, eta: 9:52:10, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5068, top5_acc: 0.7406, loss_cls: 2.1967, loss: 2.1967, grad_norm: 3.3793 2020-10-10 12:44:27,318 - mmaction - INFO - Epoch [231][1040/1413] lr: 1.514e-02, eta: 9:51:50, time: 0.965, data_time: 0.003, memory: 8482, top1_acc: 0.5126, top5_acc: 0.7424, loss_cls: 2.1762, loss: 2.1762, grad_norm: 3.3236 2020-10-10 12:44:46,727 - mmaction - INFO - Epoch [231][1060/1413] lr: 1.514e-02, eta: 9:51:30, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5189, top5_acc: 0.7439, loss_cls: 2.1487, loss: 2.1487, grad_norm: 3.3665 2020-10-10 12:45:06,134 - mmaction - INFO - Epoch [231][1080/1413] lr: 1.514e-02, eta: 9:51:10, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5094, top5_acc: 0.7363, loss_cls: 2.2312, loss: 2.2312, grad_norm: 3.3512 2020-10-10 12:45:25,508 - mmaction - INFO - Epoch [231][1100/1413] lr: 1.514e-02, eta: 9:50:50, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5182, top5_acc: 0.7348, loss_cls: 2.2184, loss: 2.2184, grad_norm: 3.3612 2020-10-10 12:45:44,866 - mmaction - INFO - Epoch [231][1120/1413] lr: 1.514e-02, eta: 9:50:30, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5115, top5_acc: 0.7370, loss_cls: 2.1967, loss: 2.1967, grad_norm: 3.3666 2020-10-10 12:46:04,255 - mmaction - INFO - Epoch [231][1140/1413] lr: 1.514e-02, eta: 9:50:10, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5168, top5_acc: 0.7387, loss_cls: 2.1705, loss: 2.1705, grad_norm: 3.3631 2020-10-10 12:46:23,654 - mmaction - INFO - Epoch [231][1160/1413] lr: 1.514e-02, eta: 9:49:49, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5148, top5_acc: 0.7424, loss_cls: 2.1846, loss: 2.1846, grad_norm: 3.3594 2020-10-10 12:46:43,079 - mmaction - INFO - Epoch [231][1180/1413] lr: 1.514e-02, eta: 9:49:29, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5242, top5_acc: 0.7401, loss_cls: 2.1682, loss: 2.1682, grad_norm: 3.2982 2020-10-10 12:47:02,477 - mmaction - INFO - Epoch [231][1200/1413] lr: 1.514e-02, eta: 9:49:09, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5158, top5_acc: 0.7273, loss_cls: 2.2440, loss: 2.2440, grad_norm: 3.3198 2020-10-10 12:47:21,842 - mmaction - INFO - Epoch [231][1220/1413] lr: 1.514e-02, eta: 9:48:49, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5191, top5_acc: 0.7434, loss_cls: 2.1815, loss: 2.1815, grad_norm: 3.3282 2020-10-10 12:47:41,190 - mmaction - INFO - Epoch [231][1240/1413] lr: 1.514e-02, eta: 9:48:29, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5185, top5_acc: 0.7336, loss_cls: 2.1979, loss: 2.1979, grad_norm: 3.3216 2020-10-10 12:48:00,578 - mmaction - INFO - Epoch [231][1260/1413] lr: 1.514e-02, eta: 9:48:09, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5227, top5_acc: 0.7470, loss_cls: 2.1709, loss: 2.1709, grad_norm: 3.3640 2020-10-10 12:48:19,928 - mmaction - INFO - Epoch [231][1280/1413] lr: 1.514e-02, eta: 9:47:49, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5352, top5_acc: 0.7539, loss_cls: 2.1347, loss: 2.1347, grad_norm: 3.2949 2020-10-10 12:48:39,297 - mmaction - INFO - Epoch [231][1300/1413] lr: 1.514e-02, eta: 9:47:29, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5185, top5_acc: 0.7383, loss_cls: 2.1951, loss: 2.1951, grad_norm: 3.3745 2020-10-10 12:48:58,671 - mmaction - INFO - Epoch [231][1320/1413] lr: 1.514e-02, eta: 9:47:09, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5236, top5_acc: 0.7379, loss_cls: 2.1727, loss: 2.1727, grad_norm: 3.3593 2020-10-10 12:49:18,063 - mmaction - INFO - Epoch [231][1340/1413] lr: 1.514e-02, eta: 9:46:49, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5154, top5_acc: 0.7418, loss_cls: 2.1832, loss: 2.1832, grad_norm: 3.4098 2020-10-10 12:49:37,408 - mmaction - INFO - Epoch [231][1360/1413] lr: 1.514e-02, eta: 9:46:28, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5219, top5_acc: 0.7449, loss_cls: 2.1762, loss: 2.1762, grad_norm: 3.3672 2020-10-10 12:49:56,792 - mmaction - INFO - Epoch [231][1380/1413] lr: 1.514e-02, eta: 9:46:08, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5156, top5_acc: 0.7371, loss_cls: 2.2097, loss: 2.2097, grad_norm: 3.3564 2020-10-10 12:50:16,130 - mmaction - INFO - Epoch [231][1400/1413] lr: 1.514e-02, eta: 9:45:48, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5111, top5_acc: 0.7363, loss_cls: 2.2089, loss: 2.2089, grad_norm: 3.3123 2020-10-10 12:51:19,391 - mmaction - INFO - Epoch [232][20/1413] lr: 1.401e-02, eta: 9:45:22, time: 2.514, data_time: 1.550, memory: 8482, top1_acc: 0.5081, top5_acc: 0.7417, loss_cls: 2.1847, loss: 2.1847, grad_norm: 3.4136 2020-10-10 12:51:38,753 - mmaction - INFO - Epoch [232][40/1413] lr: 1.401e-02, eta: 9:45:02, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5160, top5_acc: 0.7405, loss_cls: 2.1785, loss: 2.1785, grad_norm: 3.3913 2020-10-10 12:51:58,117 - mmaction - INFO - Epoch [232][60/1413] lr: 1.401e-02, eta: 9:44:42, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5126, top5_acc: 0.7384, loss_cls: 2.1969, loss: 2.1969, grad_norm: 3.3666 2020-10-10 12:52:17,476 - mmaction - INFO - Epoch [232][80/1413] lr: 1.401e-02, eta: 9:44:22, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5161, top5_acc: 0.7415, loss_cls: 2.1807, loss: 2.1807, grad_norm: 3.3493 2020-10-10 12:52:36,790 - mmaction - INFO - Epoch [232][100/1413] lr: 1.401e-02, eta: 9:44:02, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.5173, top5_acc: 0.7432, loss_cls: 2.1630, loss: 2.1630, grad_norm: 3.3624 2020-10-10 12:52:56,117 - mmaction - INFO - Epoch [232][120/1413] lr: 1.401e-02, eta: 9:43:42, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5184, top5_acc: 0.7406, loss_cls: 2.1634, loss: 2.1634, grad_norm: 3.3375 2020-10-10 12:53:15,474 - mmaction - INFO - Epoch [232][140/1413] lr: 1.401e-02, eta: 9:43:22, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5219, top5_acc: 0.7452, loss_cls: 2.1483, loss: 2.1483, grad_norm: 3.3823 2020-10-10 12:53:34,808 - mmaction - INFO - Epoch [232][160/1413] lr: 1.401e-02, eta: 9:43:02, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5233, top5_acc: 0.7348, loss_cls: 2.1841, loss: 2.1841, grad_norm: 3.3568 2020-10-10 12:53:54,218 - mmaction - INFO - Epoch [232][180/1413] lr: 1.401e-02, eta: 9:42:41, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5219, top5_acc: 0.7400, loss_cls: 2.1536, loss: 2.1536, grad_norm: 3.3366 2020-10-10 12:54:13,599 - mmaction - INFO - Epoch [232][200/1413] lr: 1.401e-02, eta: 9:42:21, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5090, top5_acc: 0.7406, loss_cls: 2.1997, loss: 2.1997, grad_norm: 3.4161 2020-10-10 12:54:32,971 - mmaction - INFO - Epoch [232][220/1413] lr: 1.401e-02, eta: 9:42:01, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5243, top5_acc: 0.7484, loss_cls: 2.1295, loss: 2.1295, grad_norm: 3.3709 2020-10-10 12:54:52,376 - mmaction - INFO - Epoch [232][240/1413] lr: 1.401e-02, eta: 9:41:41, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5276, top5_acc: 0.7432, loss_cls: 2.1636, loss: 2.1636, grad_norm: 3.3380 2020-10-10 12:55:11,722 - mmaction - INFO - Epoch [232][260/1413] lr: 1.401e-02, eta: 9:41:21, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5138, top5_acc: 0.7391, loss_cls: 2.1780, loss: 2.1780, grad_norm: 3.3864 2020-10-10 12:55:31,116 - mmaction - INFO - Epoch [232][280/1413] lr: 1.401e-02, eta: 9:41:01, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5220, top5_acc: 0.7478, loss_cls: 2.1366, loss: 2.1366, grad_norm: 3.3835 2020-10-10 12:55:50,535 - mmaction - INFO - Epoch [232][300/1413] lr: 1.401e-02, eta: 9:40:41, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5279, top5_acc: 0.7508, loss_cls: 2.1290, loss: 2.1290, grad_norm: 3.3220 2020-10-10 12:56:09,986 - mmaction - INFO - Epoch [232][320/1413] lr: 1.401e-02, eta: 9:40:21, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5270, top5_acc: 0.7432, loss_cls: 2.1458, loss: 2.1458, grad_norm: 3.3223 2020-10-10 12:56:29,423 - mmaction - INFO - Epoch [232][340/1413] lr: 1.401e-02, eta: 9:40:01, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5228, top5_acc: 0.7466, loss_cls: 2.1482, loss: 2.1482, grad_norm: 3.3678 2020-10-10 12:56:48,874 - mmaction - INFO - Epoch [232][360/1413] lr: 1.401e-02, eta: 9:39:41, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5138, top5_acc: 0.7368, loss_cls: 2.1878, loss: 2.1878, grad_norm: 3.3908 2020-10-10 12:57:08,223 - mmaction - INFO - Epoch [232][380/1413] lr: 1.401e-02, eta: 9:39:21, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5158, top5_acc: 0.7372, loss_cls: 2.1757, loss: 2.1757, grad_norm: 3.3615 2020-10-10 12:57:27,521 - mmaction - INFO - Epoch [232][400/1413] lr: 1.401e-02, eta: 9:39:00, time: 0.964, data_time: 0.002, memory: 8482, top1_acc: 0.5249, top5_acc: 0.7444, loss_cls: 2.1431, loss: 2.1431, grad_norm: 3.3317 2020-10-10 12:57:46,945 - mmaction - INFO - Epoch [232][420/1413] lr: 1.401e-02, eta: 9:38:40, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5195, top5_acc: 0.7436, loss_cls: 2.1638, loss: 2.1638, grad_norm: 3.3428 2020-10-10 12:58:06,352 - mmaction - INFO - Epoch [232][440/1413] lr: 1.401e-02, eta: 9:38:20, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5202, top5_acc: 0.7447, loss_cls: 2.1802, loss: 2.1802, grad_norm: 3.4277 2020-10-10 12:58:25,723 - mmaction - INFO - Epoch [232][460/1413] lr: 1.401e-02, eta: 9:38:00, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5202, top5_acc: 0.7456, loss_cls: 2.1531, loss: 2.1531, grad_norm: 3.3572 2020-10-10 12:58:45,063 - mmaction - INFO - Epoch [232][480/1413] lr: 1.401e-02, eta: 9:37:40, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5237, top5_acc: 0.7426, loss_cls: 2.1534, loss: 2.1534, grad_norm: 3.3918 2020-10-10 12:59:04,472 - mmaction - INFO - Epoch [232][500/1413] lr: 1.401e-02, eta: 9:37:20, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5230, top5_acc: 0.7392, loss_cls: 2.1542, loss: 2.1542, grad_norm: 3.3558 2020-10-10 12:59:23,797 - mmaction - INFO - Epoch [232][520/1413] lr: 1.401e-02, eta: 9:37:00, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5240, top5_acc: 0.7436, loss_cls: 2.1569, loss: 2.1569, grad_norm: 3.3506 2020-10-10 12:59:43,186 - mmaction - INFO - Epoch [232][540/1413] lr: 1.401e-02, eta: 9:36:40, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5189, top5_acc: 0.7470, loss_cls: 2.1500, loss: 2.1500, grad_norm: 3.3526 2020-10-10 13:00:02,690 - mmaction - INFO - Epoch [232][560/1413] lr: 1.401e-02, eta: 9:36:20, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5180, top5_acc: 0.7437, loss_cls: 2.1579, loss: 2.1579, grad_norm: 3.4030 2020-10-10 13:00:23,410 - mmaction - INFO - Epoch [232][580/1413] lr: 1.401e-02, eta: 9:36:00, time: 1.043, data_time: 0.009, memory: 8482, top1_acc: 0.5206, top5_acc: 0.7462, loss_cls: 2.1630, loss: 2.1630, grad_norm: 3.3545 2020-10-10 13:00:42,841 - mmaction - INFO - Epoch [232][600/1413] lr: 1.401e-02, eta: 9:35:40, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5229, top5_acc: 0.7418, loss_cls: 2.1444, loss: 2.1444, grad_norm: 3.3353 2020-10-10 13:01:02,264 - mmaction - INFO - Epoch [232][620/1413] lr: 1.401e-02, eta: 9:35:20, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5201, top5_acc: 0.7395, loss_cls: 2.1642, loss: 2.1642, grad_norm: 3.3914 2020-10-10 13:01:21,614 - mmaction - INFO - Epoch [232][640/1413] lr: 1.401e-02, eta: 9:35:00, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5221, top5_acc: 0.7439, loss_cls: 2.1531, loss: 2.1531, grad_norm: 3.3510 2020-10-10 13:01:41,003 - mmaction - INFO - Epoch [232][660/1413] lr: 1.401e-02, eta: 9:34:40, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5132, top5_acc: 0.7363, loss_cls: 2.1877, loss: 2.1877, grad_norm: 3.4297 2020-10-10 13:02:00,423 - mmaction - INFO - Epoch [232][680/1413] lr: 1.401e-02, eta: 9:34:20, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5352, top5_acc: 0.7460, loss_cls: 2.1307, loss: 2.1307, grad_norm: 3.3419 2020-10-10 13:02:19,827 - mmaction - INFO - Epoch [232][700/1413] lr: 1.401e-02, eta: 9:34:00, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5174, top5_acc: 0.7366, loss_cls: 2.1871, loss: 2.1871, grad_norm: 3.3877 2020-10-10 13:02:39,205 - mmaction - INFO - Epoch [232][720/1413] lr: 1.401e-02, eta: 9:33:40, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5240, top5_acc: 0.7445, loss_cls: 2.1502, loss: 2.1502, grad_norm: 3.3961 2020-10-10 13:02:58,683 - mmaction - INFO - Epoch [232][740/1413] lr: 1.401e-02, eta: 9:33:20, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.5293, top5_acc: 0.7448, loss_cls: 2.1362, loss: 2.1362, grad_norm: 3.3673 2020-10-10 13:03:18,101 - mmaction - INFO - Epoch [232][760/1413] lr: 1.401e-02, eta: 9:32:59, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5247, top5_acc: 0.7495, loss_cls: 2.1247, loss: 2.1247, grad_norm: 3.4060 2020-10-10 13:03:37,508 - mmaction - INFO - Epoch [232][780/1413] lr: 1.401e-02, eta: 9:32:39, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5227, top5_acc: 0.7469, loss_cls: 2.1385, loss: 2.1385, grad_norm: 3.4241 2020-10-10 13:03:56,974 - mmaction - INFO - Epoch [232][800/1413] lr: 1.401e-02, eta: 9:32:19, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.5254, top5_acc: 0.7417, loss_cls: 2.1899, loss: 2.1899, grad_norm: 3.3624 2020-10-10 13:04:16,348 - mmaction - INFO - Epoch [232][820/1413] lr: 1.401e-02, eta: 9:31:59, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5099, top5_acc: 0.7431, loss_cls: 2.1785, loss: 2.1785, grad_norm: 3.4049 2020-10-10 13:04:35,677 - mmaction - INFO - Epoch [232][840/1413] lr: 1.401e-02, eta: 9:31:39, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5156, top5_acc: 0.7428, loss_cls: 2.1716, loss: 2.1716, grad_norm: 3.3868 2020-10-10 13:04:55,026 - mmaction - INFO - Epoch [232][860/1413] lr: 1.401e-02, eta: 9:31:19, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5180, top5_acc: 0.7363, loss_cls: 2.1790, loss: 2.1790, grad_norm: 3.3795 2020-10-10 13:05:14,518 - mmaction - INFO - Epoch [232][880/1413] lr: 1.401e-02, eta: 9:30:59, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.5217, top5_acc: 0.7486, loss_cls: 2.1484, loss: 2.1484, grad_norm: 3.3945 2020-10-10 13:05:33,917 - mmaction - INFO - Epoch [232][900/1413] lr: 1.401e-02, eta: 9:30:39, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5148, top5_acc: 0.7370, loss_cls: 2.2015, loss: 2.2015, grad_norm: 3.4460 2020-10-10 13:05:53,321 - mmaction - INFO - Epoch [232][920/1413] lr: 1.401e-02, eta: 9:30:19, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5139, top5_acc: 0.7406, loss_cls: 2.1929, loss: 2.1929, grad_norm: 3.3638 2020-10-10 13:06:12,735 - mmaction - INFO - Epoch [232][940/1413] lr: 1.401e-02, eta: 9:29:59, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5145, top5_acc: 0.7367, loss_cls: 2.2141, loss: 2.2141, grad_norm: 3.4225 2020-10-10 13:06:32,148 - mmaction - INFO - Epoch [232][960/1413] lr: 1.401e-02, eta: 9:29:39, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5184, top5_acc: 0.7405, loss_cls: 2.1549, loss: 2.1549, grad_norm: 3.3999 2020-10-10 13:06:51,544 - mmaction - INFO - Epoch [232][980/1413] lr: 1.401e-02, eta: 9:29:19, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5227, top5_acc: 0.7384, loss_cls: 2.1732, loss: 2.1732, grad_norm: 3.3799 2020-10-10 13:07:10,940 - mmaction - INFO - Epoch [232][1000/1413] lr: 1.401e-02, eta: 9:28:58, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5207, top5_acc: 0.7405, loss_cls: 2.1649, loss: 2.1649, grad_norm: 3.4086 2020-10-10 13:07:30,353 - mmaction - INFO - Epoch [232][1020/1413] lr: 1.401e-02, eta: 9:28:38, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5185, top5_acc: 0.7418, loss_cls: 2.1633, loss: 2.1633, grad_norm: 3.4134 2020-10-10 13:07:49,718 - mmaction - INFO - Epoch [232][1040/1413] lr: 1.401e-02, eta: 9:28:18, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5262, top5_acc: 0.7453, loss_cls: 2.1523, loss: 2.1523, grad_norm: 3.4112 2020-10-10 13:08:09,065 - mmaction - INFO - Epoch [232][1060/1413] lr: 1.401e-02, eta: 9:27:58, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5161, top5_acc: 0.7389, loss_cls: 2.1773, loss: 2.1773, grad_norm: 3.3532 2020-10-10 13:08:28,409 - mmaction - INFO - Epoch [232][1080/1413] lr: 1.401e-02, eta: 9:27:38, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.5234, top5_acc: 0.7432, loss_cls: 2.1449, loss: 2.1449, grad_norm: 3.3559 2020-10-10 13:08:47,743 - mmaction - INFO - Epoch [232][1100/1413] lr: 1.401e-02, eta: 9:27:18, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5264, top5_acc: 0.7482, loss_cls: 2.1247, loss: 2.1247, grad_norm: 3.3585 2020-10-10 13:09:07,149 - mmaction - INFO - Epoch [232][1120/1413] lr: 1.401e-02, eta: 9:26:58, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5203, top5_acc: 0.7422, loss_cls: 2.1788, loss: 2.1788, grad_norm: 3.3994 2020-10-10 13:09:26,518 - mmaction - INFO - Epoch [232][1140/1413] lr: 1.401e-02, eta: 9:26:38, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5224, top5_acc: 0.7352, loss_cls: 2.1790, loss: 2.1790, grad_norm: 3.4029 2020-10-10 13:09:45,928 - mmaction - INFO - Epoch [232][1160/1413] lr: 1.401e-02, eta: 9:26:18, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5198, top5_acc: 0.7414, loss_cls: 2.1832, loss: 2.1832, grad_norm: 3.3558 2020-10-10 13:10:05,353 - mmaction - INFO - Epoch [232][1180/1413] lr: 1.401e-02, eta: 9:25:58, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5129, top5_acc: 0.7418, loss_cls: 2.1773, loss: 2.1773, grad_norm: 3.4363 2020-10-10 13:10:24,729 - mmaction - INFO - Epoch [232][1200/1413] lr: 1.401e-02, eta: 9:25:38, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5148, top5_acc: 0.7367, loss_cls: 2.1934, loss: 2.1934, grad_norm: 3.4046 2020-10-10 13:10:44,141 - mmaction - INFO - Epoch [232][1220/1413] lr: 1.401e-02, eta: 9:25:18, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5236, top5_acc: 0.7349, loss_cls: 2.1865, loss: 2.1865, grad_norm: 3.3929 2020-10-10 13:11:03,539 - mmaction - INFO - Epoch [232][1240/1413] lr: 1.401e-02, eta: 9:24:57, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5171, top5_acc: 0.7480, loss_cls: 2.1674, loss: 2.1674, grad_norm: 3.4184 2020-10-10 13:11:22,905 - mmaction - INFO - Epoch [232][1260/1413] lr: 1.401e-02, eta: 9:24:37, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5135, top5_acc: 0.7315, loss_cls: 2.2063, loss: 2.2063, grad_norm: 3.4126 2020-10-10 13:11:42,316 - mmaction - INFO - Epoch [232][1280/1413] lr: 1.401e-02, eta: 9:24:17, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5198, top5_acc: 0.7441, loss_cls: 2.1788, loss: 2.1788, grad_norm: 3.3938 2020-10-10 13:12:01,818 - mmaction - INFO - Epoch [232][1300/1413] lr: 1.401e-02, eta: 9:23:57, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.5194, top5_acc: 0.7332, loss_cls: 2.2085, loss: 2.2085, grad_norm: 3.3471 2020-10-10 13:12:21,204 - mmaction - INFO - Epoch [232][1320/1413] lr: 1.401e-02, eta: 9:23:37, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5169, top5_acc: 0.7352, loss_cls: 2.1910, loss: 2.1910, grad_norm: 3.4142 2020-10-10 13:12:40,651 - mmaction - INFO - Epoch [232][1340/1413] lr: 1.401e-02, eta: 9:23:17, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5146, top5_acc: 0.7405, loss_cls: 2.1978, loss: 2.1978, grad_norm: 3.4157 2020-10-10 13:13:00,024 - mmaction - INFO - Epoch [232][1360/1413] lr: 1.401e-02, eta: 9:22:57, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5171, top5_acc: 0.7353, loss_cls: 2.1986, loss: 2.1986, grad_norm: 3.4137 2020-10-10 13:13:19,386 - mmaction - INFO - Epoch [232][1380/1413] lr: 1.401e-02, eta: 9:22:37, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5109, top5_acc: 0.7276, loss_cls: 2.2405, loss: 2.2405, grad_norm: 3.4248 2020-10-10 13:13:38,759 - mmaction - INFO - Epoch [232][1400/1413] lr: 1.401e-02, eta: 9:22:17, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5220, top5_acc: 0.7400, loss_cls: 2.1781, loss: 2.1781, grad_norm: 3.3957 2020-10-10 13:13:53,042 - mmaction - INFO - Saving checkpoint at 232 epochs 2020-10-10 13:15:20,155 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-10 13:15:22,749 - mmaction - INFO - top1_acc 0.5285 top5_acc 0.7612 2020-10-10 13:15:22,750 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-10 13:15:22,888 - mmaction - INFO - mean_acc 0.5284 2020-10-10 13:15:22,889 - mmaction - INFO - Now best checkpoint is epoch_232.pth 2020-10-10 13:15:22,920 - mmaction - INFO - Epoch(val) [232][1413] top1_acc: 0.5285, top5_acc: 0.7612, mean_class_accuracy: 0.5284 2020-10-10 13:16:11,365 - mmaction - INFO - Epoch [233][20/1413] lr: 1.292e-02, eta: 9:21:50, time: 2.421, data_time: 1.212, memory: 8482, top1_acc: 0.5169, top5_acc: 0.7443, loss_cls: 2.1452, loss: 2.1452, grad_norm: 3.4209 2020-10-10 13:16:31,791 - mmaction - INFO - Epoch [233][40/1413] lr: 1.292e-02, eta: 9:21:30, time: 1.021, data_time: 0.002, memory: 8482, top1_acc: 0.5271, top5_acc: 0.7441, loss_cls: 2.1404, loss: 2.1404, grad_norm: 3.4203 2020-10-10 13:16:51,077 - mmaction - INFO - Epoch [233][60/1413] lr: 1.292e-02, eta: 9:21:10, time: 0.964, data_time: 0.002, memory: 8482, top1_acc: 0.5240, top5_acc: 0.7517, loss_cls: 2.1152, loss: 2.1152, grad_norm: 3.4378 2020-10-10 13:17:10,381 - mmaction - INFO - Epoch [233][80/1413] lr: 1.292e-02, eta: 9:20:50, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.5264, top5_acc: 0.7513, loss_cls: 2.1174, loss: 2.1174, grad_norm: 3.4231 2020-10-10 13:17:29,686 - mmaction - INFO - Epoch [233][100/1413] lr: 1.292e-02, eta: 9:20:30, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.5288, top5_acc: 0.7439, loss_cls: 2.1427, loss: 2.1427, grad_norm: 3.3788 2020-10-10 13:17:49,048 - mmaction - INFO - Epoch [233][120/1413] lr: 1.292e-02, eta: 9:20:10, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5378, top5_acc: 0.7548, loss_cls: 2.1051, loss: 2.1051, grad_norm: 3.3773 2020-10-10 13:18:08,362 - mmaction - INFO - Epoch [233][140/1413] lr: 1.292e-02, eta: 9:19:50, time: 0.965, data_time: 0.001, memory: 8482, top1_acc: 0.5273, top5_acc: 0.7424, loss_cls: 2.1283, loss: 2.1283, grad_norm: 3.3953 2020-10-10 13:18:27,743 - mmaction - INFO - Epoch [233][160/1413] lr: 1.292e-02, eta: 9:19:30, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5251, top5_acc: 0.7491, loss_cls: 2.1266, loss: 2.1266, grad_norm: 3.4333 2020-10-10 13:18:47,126 - mmaction - INFO - Epoch [233][180/1413] lr: 1.292e-02, eta: 9:19:10, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5124, top5_acc: 0.7367, loss_cls: 2.2032, loss: 2.2032, grad_norm: 3.4319 2020-10-10 13:19:06,471 - mmaction - INFO - Epoch [233][200/1413] lr: 1.292e-02, eta: 9:18:49, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5345, top5_acc: 0.7531, loss_cls: 2.1071, loss: 2.1071, grad_norm: 3.3542 2020-10-10 13:19:25,845 - mmaction - INFO - Epoch [233][220/1413] lr: 1.292e-02, eta: 9:18:29, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5333, top5_acc: 0.7535, loss_cls: 2.1150, loss: 2.1150, grad_norm: 3.4407 2020-10-10 13:19:45,205 - mmaction - INFO - Epoch [233][240/1413] lr: 1.292e-02, eta: 9:18:09, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5221, top5_acc: 0.7462, loss_cls: 2.1346, loss: 2.1346, grad_norm: 3.3901 2020-10-10 13:20:04,592 - mmaction - INFO - Epoch [233][260/1413] lr: 1.292e-02, eta: 9:17:49, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5337, top5_acc: 0.7592, loss_cls: 2.0758, loss: 2.0758, grad_norm: 3.3658 2020-10-10 13:20:23,944 - mmaction - INFO - Epoch [233][280/1413] lr: 1.292e-02, eta: 9:17:29, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5273, top5_acc: 0.7477, loss_cls: 2.1070, loss: 2.1070, grad_norm: 3.4270 2020-10-10 13:20:43,317 - mmaction - INFO - Epoch [233][300/1413] lr: 1.292e-02, eta: 9:17:09, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5215, top5_acc: 0.7437, loss_cls: 2.1437, loss: 2.1437, grad_norm: 3.4343 2020-10-10 13:21:02,716 - mmaction - INFO - Epoch [233][320/1413] lr: 1.292e-02, eta: 9:16:49, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5329, top5_acc: 0.7547, loss_cls: 2.0844, loss: 2.0844, grad_norm: 3.4392 2020-10-10 13:21:22,065 - mmaction - INFO - Epoch [233][340/1413] lr: 1.292e-02, eta: 9:16:29, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5251, top5_acc: 0.7517, loss_cls: 2.1312, loss: 2.1312, grad_norm: 3.4711 2020-10-10 13:21:41,407 - mmaction - INFO - Epoch [233][360/1413] lr: 1.292e-02, eta: 9:16:09, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5283, top5_acc: 0.7516, loss_cls: 2.1356, loss: 2.1356, grad_norm: 3.4440 2020-10-10 13:22:00,872 - mmaction - INFO - Epoch [233][380/1413] lr: 1.292e-02, eta: 9:15:49, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.5241, top5_acc: 0.7436, loss_cls: 2.1546, loss: 2.1546, grad_norm: 3.4619 2020-10-10 13:22:20,261 - mmaction - INFO - Epoch [233][400/1413] lr: 1.292e-02, eta: 9:15:29, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5223, top5_acc: 0.7449, loss_cls: 2.1585, loss: 2.1585, grad_norm: 3.4186 2020-10-10 13:22:39,604 - mmaction - INFO - Epoch [233][420/1413] lr: 1.292e-02, eta: 9:15:09, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.5224, top5_acc: 0.7482, loss_cls: 2.1388, loss: 2.1388, grad_norm: 3.4354 2020-10-10 13:22:58,999 - mmaction - INFO - Epoch [233][440/1413] lr: 1.292e-02, eta: 9:14:48, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5214, top5_acc: 0.7382, loss_cls: 2.1687, loss: 2.1687, grad_norm: 3.4410 2020-10-10 13:23:18,367 - mmaction - INFO - Epoch [233][460/1413] lr: 1.292e-02, eta: 9:14:28, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5181, top5_acc: 0.7437, loss_cls: 2.1602, loss: 2.1602, grad_norm: 3.4072 2020-10-10 13:23:37,804 - mmaction - INFO - Epoch [233][480/1413] lr: 1.292e-02, eta: 9:14:08, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5186, top5_acc: 0.7409, loss_cls: 2.1675, loss: 2.1675, grad_norm: 3.4908 2020-10-10 13:23:57,188 - mmaction - INFO - Epoch [233][500/1413] lr: 1.292e-02, eta: 9:13:48, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5307, top5_acc: 0.7432, loss_cls: 2.1270, loss: 2.1270, grad_norm: 3.3488 2020-10-10 13:24:16,479 - mmaction - INFO - Epoch [233][520/1413] lr: 1.292e-02, eta: 9:13:28, time: 0.964, data_time: 0.002, memory: 8482, top1_acc: 0.5266, top5_acc: 0.7539, loss_cls: 2.0987, loss: 2.0987, grad_norm: 3.4361 2020-10-10 13:24:35,817 - mmaction - INFO - Epoch [233][540/1413] lr: 1.292e-02, eta: 9:13:08, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5267, top5_acc: 0.7457, loss_cls: 2.1350, loss: 2.1350, grad_norm: 3.4191 2020-10-10 13:24:55,282 - mmaction - INFO - Epoch [233][560/1413] lr: 1.292e-02, eta: 9:12:48, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.5177, top5_acc: 0.7400, loss_cls: 2.1868, loss: 2.1868, grad_norm: 3.4578 2020-10-10 13:25:14,727 - mmaction - INFO - Epoch [233][580/1413] lr: 1.292e-02, eta: 9:12:28, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.5194, top5_acc: 0.7404, loss_cls: 2.1721, loss: 2.1721, grad_norm: 3.4279 2020-10-10 13:25:34,138 - mmaction - INFO - Epoch [233][600/1413] lr: 1.292e-02, eta: 9:12:08, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5237, top5_acc: 0.7462, loss_cls: 2.1395, loss: 2.1395, grad_norm: 3.4234 2020-10-10 13:25:53,550 - mmaction - INFO - Epoch [233][620/1413] lr: 1.292e-02, eta: 9:11:48, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5299, top5_acc: 0.7512, loss_cls: 2.1143, loss: 2.1143, grad_norm: 3.4538 2020-10-10 13:26:12,923 - mmaction - INFO - Epoch [233][640/1413] lr: 1.292e-02, eta: 9:11:28, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5204, top5_acc: 0.7417, loss_cls: 2.1484, loss: 2.1484, grad_norm: 3.4475 2020-10-10 13:26:32,294 - mmaction - INFO - Epoch [233][660/1413] lr: 1.292e-02, eta: 9:11:08, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5211, top5_acc: 0.7435, loss_cls: 2.1586, loss: 2.1586, grad_norm: 3.4567 2020-10-10 13:26:51,665 - mmaction - INFO - Epoch [233][680/1413] lr: 1.292e-02, eta: 9:10:48, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5159, top5_acc: 0.7400, loss_cls: 2.1920, loss: 2.1920, grad_norm: 3.4945 2020-10-10 13:27:11,085 - mmaction - INFO - Epoch [233][700/1413] lr: 1.292e-02, eta: 9:10:27, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5264, top5_acc: 0.7358, loss_cls: 2.1568, loss: 2.1568, grad_norm: 3.4279 2020-10-10 13:27:30,491 - mmaction - INFO - Epoch [233][720/1413] lr: 1.292e-02, eta: 9:10:07, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5201, top5_acc: 0.7493, loss_cls: 2.1371, loss: 2.1371, grad_norm: 3.4628 2020-10-10 13:27:49,942 - mmaction - INFO - Epoch [233][740/1413] lr: 1.292e-02, eta: 9:09:47, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5212, top5_acc: 0.7411, loss_cls: 2.1869, loss: 2.1869, grad_norm: 3.4788 2020-10-10 13:28:09,312 - mmaction - INFO - Epoch [233][760/1413] lr: 1.292e-02, eta: 9:09:27, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5221, top5_acc: 0.7470, loss_cls: 2.1421, loss: 2.1421, grad_norm: 3.4338 2020-10-10 13:28:28,674 - mmaction - INFO - Epoch [233][780/1413] lr: 1.292e-02, eta: 9:09:07, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5074, top5_acc: 0.7365, loss_cls: 2.2059, loss: 2.2059, grad_norm: 3.5238 2020-10-10 13:28:48,058 - mmaction - INFO - Epoch [233][800/1413] lr: 1.292e-02, eta: 9:08:47, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5315, top5_acc: 0.7523, loss_cls: 2.1348, loss: 2.1348, grad_norm: 3.4242 2020-10-10 13:29:07,450 - mmaction - INFO - Epoch [233][820/1413] lr: 1.292e-02, eta: 9:08:27, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5341, top5_acc: 0.7581, loss_cls: 2.0940, loss: 2.0940, grad_norm: 3.4361 2020-10-10 13:29:26,874 - mmaction - INFO - Epoch [233][840/1413] lr: 1.292e-02, eta: 9:08:07, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5281, top5_acc: 0.7469, loss_cls: 2.1344, loss: 2.1344, grad_norm: 3.4715 2020-10-10 13:29:46,237 - mmaction - INFO - Epoch [233][860/1413] lr: 1.292e-02, eta: 9:07:47, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5290, top5_acc: 0.7486, loss_cls: 2.1277, loss: 2.1277, grad_norm: 3.4301 2020-10-10 13:30:05,613 - mmaction - INFO - Epoch [233][880/1413] lr: 1.292e-02, eta: 9:07:27, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5285, top5_acc: 0.7505, loss_cls: 2.1043, loss: 2.1043, grad_norm: 3.4821 2020-10-10 13:30:24,983 - mmaction - INFO - Epoch [233][900/1413] lr: 1.292e-02, eta: 9:07:07, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5318, top5_acc: 0.7493, loss_cls: 2.1323, loss: 2.1323, grad_norm: 3.5008 2020-10-10 13:30:44,476 - mmaction - INFO - Epoch [233][920/1413] lr: 1.292e-02, eta: 9:06:47, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.5247, top5_acc: 0.7406, loss_cls: 2.1684, loss: 2.1684, grad_norm: 3.4393 2020-10-10 13:31:03,847 - mmaction - INFO - Epoch [233][940/1413] lr: 1.292e-02, eta: 9:06:27, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5296, top5_acc: 0.7488, loss_cls: 2.1392, loss: 2.1392, grad_norm: 3.4247 2020-10-10 13:31:23,229 - mmaction - INFO - Epoch [233][960/1413] lr: 1.292e-02, eta: 9:06:07, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5167, top5_acc: 0.7424, loss_cls: 2.1810, loss: 2.1810, grad_norm: 3.4362 2020-10-10 13:31:42,614 - mmaction - INFO - Epoch [233][980/1413] lr: 1.292e-02, eta: 9:05:47, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5270, top5_acc: 0.7440, loss_cls: 2.1626, loss: 2.1626, grad_norm: 3.4495 2020-10-10 13:32:01,989 - mmaction - INFO - Epoch [233][1000/1413] lr: 1.292e-02, eta: 9:05:26, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5250, top5_acc: 0.7408, loss_cls: 2.1631, loss: 2.1631, grad_norm: 3.3829 2020-10-10 13:32:21,358 - mmaction - INFO - Epoch [233][1020/1413] lr: 1.292e-02, eta: 9:05:06, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5246, top5_acc: 0.7427, loss_cls: 2.1401, loss: 2.1401, grad_norm: 3.4170 2020-10-10 13:32:40,744 - mmaction - INFO - Epoch [233][1040/1413] lr: 1.292e-02, eta: 9:04:46, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5335, top5_acc: 0.7447, loss_cls: 2.1194, loss: 2.1194, grad_norm: 3.4640 2020-10-10 13:33:00,085 - mmaction - INFO - Epoch [233][1060/1413] lr: 1.292e-02, eta: 9:04:26, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5128, top5_acc: 0.7352, loss_cls: 2.1986, loss: 2.1986, grad_norm: 3.4995 2020-10-10 13:33:19,467 - mmaction - INFO - Epoch [233][1080/1413] lr: 1.292e-02, eta: 9:04:06, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5245, top5_acc: 0.7452, loss_cls: 2.1485, loss: 2.1485, grad_norm: 3.4089 2020-10-10 13:33:38,869 - mmaction - INFO - Epoch [233][1100/1413] lr: 1.292e-02, eta: 9:03:46, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5245, top5_acc: 0.7428, loss_cls: 2.1652, loss: 2.1652, grad_norm: 3.4514 2020-10-10 13:33:58,217 - mmaction - INFO - Epoch [233][1120/1413] lr: 1.292e-02, eta: 9:03:26, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.5280, top5_acc: 0.7488, loss_cls: 2.1409, loss: 2.1409, grad_norm: 3.4465 2020-10-10 13:34:17,624 - mmaction - INFO - Epoch [233][1140/1413] lr: 1.292e-02, eta: 9:03:06, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5159, top5_acc: 0.7419, loss_cls: 2.1686, loss: 2.1686, grad_norm: 3.4683 2020-10-10 13:34:37,027 - mmaction - INFO - Epoch [233][1160/1413] lr: 1.292e-02, eta: 9:02:46, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5285, top5_acc: 0.7421, loss_cls: 2.1487, loss: 2.1487, grad_norm: 3.4180 2020-10-10 13:34:56,345 - mmaction - INFO - Epoch [233][1180/1413] lr: 1.292e-02, eta: 9:02:26, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5268, top5_acc: 0.7576, loss_cls: 2.1148, loss: 2.1148, grad_norm: 3.5138 2020-10-10 13:35:15,741 - mmaction - INFO - Epoch [233][1200/1413] lr: 1.292e-02, eta: 9:02:06, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5195, top5_acc: 0.7421, loss_cls: 2.1596, loss: 2.1596, grad_norm: 3.5008 2020-10-10 13:35:35,126 - mmaction - INFO - Epoch [233][1220/1413] lr: 1.292e-02, eta: 9:01:46, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5190, top5_acc: 0.7465, loss_cls: 2.1839, loss: 2.1839, grad_norm: 3.4744 2020-10-10 13:35:54,540 - mmaction - INFO - Epoch [233][1240/1413] lr: 1.292e-02, eta: 9:01:26, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5214, top5_acc: 0.7475, loss_cls: 2.1414, loss: 2.1414, grad_norm: 3.4473 2020-10-10 13:36:13,946 - mmaction - INFO - Epoch [233][1260/1413] lr: 1.292e-02, eta: 9:01:06, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5229, top5_acc: 0.7447, loss_cls: 2.1341, loss: 2.1341, grad_norm: 3.4269 2020-10-10 13:36:33,290 - mmaction - INFO - Epoch [233][1280/1413] lr: 1.292e-02, eta: 9:00:46, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5227, top5_acc: 0.7370, loss_cls: 2.1949, loss: 2.1949, grad_norm: 3.4492 2020-10-10 13:36:52,700 - mmaction - INFO - Epoch [233][1300/1413] lr: 1.292e-02, eta: 9:00:25, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5206, top5_acc: 0.7422, loss_cls: 2.1429, loss: 2.1429, grad_norm: 3.4961 2020-10-10 13:37:12,107 - mmaction - INFO - Epoch [233][1320/1413] lr: 1.292e-02, eta: 9:00:05, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5253, top5_acc: 0.7477, loss_cls: 2.1131, loss: 2.1131, grad_norm: 3.4779 2020-10-10 13:37:31,440 - mmaction - INFO - Epoch [233][1340/1413] lr: 1.292e-02, eta: 8:59:45, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5230, top5_acc: 0.7440, loss_cls: 2.1621, loss: 2.1621, grad_norm: 3.4688 2020-10-10 13:37:50,794 - mmaction - INFO - Epoch [233][1360/1413] lr: 1.292e-02, eta: 8:59:25, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5173, top5_acc: 0.7452, loss_cls: 2.1694, loss: 2.1694, grad_norm: 3.4331 2020-10-10 13:38:10,158 - mmaction - INFO - Epoch [233][1380/1413] lr: 1.292e-02, eta: 8:59:05, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5227, top5_acc: 0.7487, loss_cls: 2.1446, loss: 2.1446, grad_norm: 3.4618 2020-10-10 13:38:29,589 - mmaction - INFO - Epoch [233][1400/1413] lr: 1.292e-02, eta: 8:58:45, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5263, top5_acc: 0.7490, loss_cls: 2.1187, loss: 2.1187, grad_norm: 3.4378 2020-10-10 13:39:32,668 - mmaction - INFO - Epoch [234][20/1413] lr: 1.187e-02, eta: 8:58:18, time: 2.499, data_time: 1.413, memory: 8482, top1_acc: 0.5253, top5_acc: 0.7449, loss_cls: 2.1277, loss: 2.1277, grad_norm: 3.4720 2020-10-10 13:39:51,994 - mmaction - INFO - Epoch [234][40/1413] lr: 1.187e-02, eta: 8:57:58, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5301, top5_acc: 0.7533, loss_cls: 2.1010, loss: 2.1010, grad_norm: 3.5258 2020-10-10 13:40:11,378 - mmaction - INFO - Epoch [234][60/1413] lr: 1.187e-02, eta: 8:57:38, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5277, top5_acc: 0.7454, loss_cls: 2.1423, loss: 2.1423, grad_norm: 3.5057 2020-10-10 13:40:30,698 - mmaction - INFO - Epoch [234][80/1413] lr: 1.187e-02, eta: 8:57:18, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5272, top5_acc: 0.7509, loss_cls: 2.1087, loss: 2.1087, grad_norm: 3.4539 2020-10-10 13:40:50,057 - mmaction - INFO - Epoch [234][100/1413] lr: 1.187e-02, eta: 8:56:58, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5284, top5_acc: 0.7495, loss_cls: 2.1236, loss: 2.1236, grad_norm: 3.4485 2020-10-10 13:41:09,394 - mmaction - INFO - Epoch [234][120/1413] lr: 1.187e-02, eta: 8:56:38, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.5353, top5_acc: 0.7505, loss_cls: 2.0955, loss: 2.0955, grad_norm: 3.4652 2020-10-10 13:41:28,723 - mmaction - INFO - Epoch [234][140/1413] lr: 1.187e-02, eta: 8:56:18, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5289, top5_acc: 0.7460, loss_cls: 2.1223, loss: 2.1223, grad_norm: 3.5174 2020-10-10 13:41:48,115 - mmaction - INFO - Epoch [234][160/1413] lr: 1.187e-02, eta: 8:55:58, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5333, top5_acc: 0.7516, loss_cls: 2.1144, loss: 2.1144, grad_norm: 3.4269 2020-10-10 13:42:07,529 - mmaction - INFO - Epoch [234][180/1413] lr: 1.187e-02, eta: 8:55:38, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5294, top5_acc: 0.7534, loss_cls: 2.1157, loss: 2.1157, grad_norm: 3.4611 2020-10-10 13:42:26,880 - mmaction - INFO - Epoch [234][200/1413] lr: 1.187e-02, eta: 8:55:18, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5328, top5_acc: 0.7556, loss_cls: 2.0927, loss: 2.0927, grad_norm: 3.4817 2020-10-10 13:42:46,225 - mmaction - INFO - Epoch [234][220/1413] lr: 1.187e-02, eta: 8:54:58, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5238, top5_acc: 0.7457, loss_cls: 2.1516, loss: 2.1516, grad_norm: 3.5098 2020-10-10 13:43:05,644 - mmaction - INFO - Epoch [234][240/1413] lr: 1.187e-02, eta: 8:54:38, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5232, top5_acc: 0.7585, loss_cls: 2.1088, loss: 2.1088, grad_norm: 3.4648 2020-10-10 13:43:25,018 - mmaction - INFO - Epoch [234][260/1413] lr: 1.187e-02, eta: 8:54:18, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5320, top5_acc: 0.7406, loss_cls: 2.1363, loss: 2.1363, grad_norm: 3.4641 2020-10-10 13:43:44,434 - mmaction - INFO - Epoch [234][280/1413] lr: 1.187e-02, eta: 8:53:57, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5324, top5_acc: 0.7484, loss_cls: 2.1165, loss: 2.1165, grad_norm: 3.4264 2020-10-10 13:44:03,854 - mmaction - INFO - Epoch [234][300/1413] lr: 1.187e-02, eta: 8:53:37, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5178, top5_acc: 0.7464, loss_cls: 2.1171, loss: 2.1171, grad_norm: 3.5095 2020-10-10 13:44:23,192 - mmaction - INFO - Epoch [234][320/1413] lr: 1.187e-02, eta: 8:53:17, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5184, top5_acc: 0.7503, loss_cls: 2.1359, loss: 2.1359, grad_norm: 3.5047 2020-10-10 13:44:42,583 - mmaction - INFO - Epoch [234][340/1413] lr: 1.187e-02, eta: 8:52:57, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5346, top5_acc: 0.7564, loss_cls: 2.0962, loss: 2.0962, grad_norm: 3.4982 2020-10-10 13:45:01,972 - mmaction - INFO - Epoch [234][360/1413] lr: 1.187e-02, eta: 8:52:37, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5267, top5_acc: 0.7500, loss_cls: 2.1315, loss: 2.1315, grad_norm: 3.5108 2020-10-10 13:45:21,429 - mmaction - INFO - Epoch [234][380/1413] lr: 1.187e-02, eta: 8:52:17, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5214, top5_acc: 0.7478, loss_cls: 2.1400, loss: 2.1400, grad_norm: 3.4963 2020-10-10 13:45:40,789 - mmaction - INFO - Epoch [234][400/1413] lr: 1.187e-02, eta: 8:51:57, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5326, top5_acc: 0.7551, loss_cls: 2.0798, loss: 2.0798, grad_norm: 3.4657 2020-10-10 13:46:00,192 - mmaction - INFO - Epoch [234][420/1413] lr: 1.187e-02, eta: 8:51:37, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5368, top5_acc: 0.7556, loss_cls: 2.0956, loss: 2.0956, grad_norm: 3.4773 2020-10-10 13:46:19,604 - mmaction - INFO - Epoch [234][440/1413] lr: 1.187e-02, eta: 8:51:17, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5285, top5_acc: 0.7490, loss_cls: 2.1113, loss: 2.1113, grad_norm: 3.4814 2020-10-10 13:46:39,000 - mmaction - INFO - Epoch [234][460/1413] lr: 1.187e-02, eta: 8:50:57, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5243, top5_acc: 0.7402, loss_cls: 2.1715, loss: 2.1715, grad_norm: 3.5158 2020-10-10 13:46:58,385 - mmaction - INFO - Epoch [234][480/1413] lr: 1.187e-02, eta: 8:50:37, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5255, top5_acc: 0.7456, loss_cls: 2.1130, loss: 2.1130, grad_norm: 3.4260 2020-10-10 13:47:17,772 - mmaction - INFO - Epoch [234][500/1413] lr: 1.187e-02, eta: 8:50:17, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5238, top5_acc: 0.7452, loss_cls: 2.1410, loss: 2.1410, grad_norm: 3.4981 2020-10-10 13:47:37,119 - mmaction - INFO - Epoch [234][520/1413] lr: 1.187e-02, eta: 8:49:57, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5275, top5_acc: 0.7487, loss_cls: 2.1082, loss: 2.1082, grad_norm: 3.4526 2020-10-10 13:47:56,521 - mmaction - INFO - Epoch [234][540/1413] lr: 1.187e-02, eta: 8:49:37, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5299, top5_acc: 0.7503, loss_cls: 2.1155, loss: 2.1155, grad_norm: 3.5112 2020-10-10 13:48:15,902 - mmaction - INFO - Epoch [234][560/1413] lr: 1.187e-02, eta: 8:49:17, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5323, top5_acc: 0.7525, loss_cls: 2.1010, loss: 2.1010, grad_norm: 3.4812 2020-10-10 13:48:35,320 - mmaction - INFO - Epoch [234][580/1413] lr: 1.187e-02, eta: 8:48:57, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5378, top5_acc: 0.7512, loss_cls: 2.0887, loss: 2.0887, grad_norm: 3.4428 2020-10-10 13:48:54,684 - mmaction - INFO - Epoch [234][600/1413] lr: 1.187e-02, eta: 8:48:37, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5284, top5_acc: 0.7447, loss_cls: 2.1330, loss: 2.1330, grad_norm: 3.5402 2020-10-10 13:49:14,063 - mmaction - INFO - Epoch [234][620/1413] lr: 1.187e-02, eta: 8:48:16, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5263, top5_acc: 0.7470, loss_cls: 2.1164, loss: 2.1164, grad_norm: 3.4868 2020-10-10 13:49:33,515 - mmaction - INFO - Epoch [234][640/1413] lr: 1.187e-02, eta: 8:47:56, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5276, top5_acc: 0.7418, loss_cls: 2.1385, loss: 2.1385, grad_norm: 3.5078 2020-10-10 13:49:52,854 - mmaction - INFO - Epoch [234][660/1413] lr: 1.187e-02, eta: 8:47:36, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5327, top5_acc: 0.7530, loss_cls: 2.1338, loss: 2.1338, grad_norm: 3.4904 2020-10-10 13:50:12,221 - mmaction - INFO - Epoch [234][680/1413] lr: 1.187e-02, eta: 8:47:16, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5371, top5_acc: 0.7501, loss_cls: 2.0998, loss: 2.0998, grad_norm: 3.4627 2020-10-10 13:50:31,650 - mmaction - INFO - Epoch [234][700/1413] lr: 1.187e-02, eta: 8:46:56, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5216, top5_acc: 0.7454, loss_cls: 2.1505, loss: 2.1505, grad_norm: 3.5282 2020-10-10 13:50:51,009 - mmaction - INFO - Epoch [234][720/1413] lr: 1.187e-02, eta: 8:46:36, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5221, top5_acc: 0.7496, loss_cls: 2.1330, loss: 2.1330, grad_norm: 3.5568 2020-10-10 13:51:10,448 - mmaction - INFO - Epoch [234][740/1413] lr: 1.187e-02, eta: 8:46:16, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5258, top5_acc: 0.7439, loss_cls: 2.1407, loss: 2.1407, grad_norm: 3.5066 2020-10-10 13:51:29,857 - mmaction - INFO - Epoch [234][760/1413] lr: 1.187e-02, eta: 8:45:56, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5389, top5_acc: 0.7574, loss_cls: 2.0752, loss: 2.0752, grad_norm: 3.5034 2020-10-10 13:51:49,330 - mmaction - INFO - Epoch [234][780/1413] lr: 1.187e-02, eta: 8:45:36, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5284, top5_acc: 0.7426, loss_cls: 2.1213, loss: 2.1213, grad_norm: 3.4857 2020-10-10 13:52:08,725 - mmaction - INFO - Epoch [234][800/1413] lr: 1.187e-02, eta: 8:45:16, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5220, top5_acc: 0.7466, loss_cls: 2.1369, loss: 2.1369, grad_norm: 3.5541 2020-10-10 13:52:28,121 - mmaction - INFO - Epoch [234][820/1413] lr: 1.187e-02, eta: 8:44:56, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5198, top5_acc: 0.7458, loss_cls: 2.1565, loss: 2.1565, grad_norm: 3.5285 2020-10-10 13:52:47,472 - mmaction - INFO - Epoch [234][840/1413] lr: 1.187e-02, eta: 8:44:36, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5342, top5_acc: 0.7465, loss_cls: 2.1218, loss: 2.1218, grad_norm: 3.5182 2020-10-10 13:53:06,866 - mmaction - INFO - Epoch [234][860/1413] lr: 1.187e-02, eta: 8:44:16, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5302, top5_acc: 0.7499, loss_cls: 2.1264, loss: 2.1264, grad_norm: 3.5582 2020-10-10 13:53:26,242 - mmaction - INFO - Epoch [234][880/1413] lr: 1.187e-02, eta: 8:43:56, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5285, top5_acc: 0.7456, loss_cls: 2.1478, loss: 2.1478, grad_norm: 3.5525 2020-10-10 13:53:45,663 - mmaction - INFO - Epoch [234][900/1413] lr: 1.187e-02, eta: 8:43:36, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5305, top5_acc: 0.7486, loss_cls: 2.1183, loss: 2.1183, grad_norm: 3.5133 2020-10-10 13:54:05,060 - mmaction - INFO - Epoch [234][920/1413] lr: 1.187e-02, eta: 8:43:16, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5221, top5_acc: 0.7400, loss_cls: 2.1820, loss: 2.1820, grad_norm: 3.5547 2020-10-10 13:54:24,445 - mmaction - INFO - Epoch [234][940/1413] lr: 1.187e-02, eta: 8:42:56, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5272, top5_acc: 0.7475, loss_cls: 2.1514, loss: 2.1514, grad_norm: 3.5214 2020-10-10 13:54:43,846 - mmaction - INFO - Epoch [234][960/1413] lr: 1.187e-02, eta: 8:42:36, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5268, top5_acc: 0.7503, loss_cls: 2.1206, loss: 2.1206, grad_norm: 3.5066 2020-10-10 13:55:03,256 - mmaction - INFO - Epoch [234][980/1413] lr: 1.187e-02, eta: 8:42:16, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5215, top5_acc: 0.7475, loss_cls: 2.1092, loss: 2.1092, grad_norm: 3.4580 2020-10-10 13:55:22,647 - mmaction - INFO - Epoch [234][1000/1413] lr: 1.187e-02, eta: 8:41:55, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5225, top5_acc: 0.7456, loss_cls: 2.1378, loss: 2.1378, grad_norm: 3.5178 2020-10-10 13:55:42,019 - mmaction - INFO - Epoch [234][1020/1413] lr: 1.187e-02, eta: 8:41:35, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5305, top5_acc: 0.7487, loss_cls: 2.1279, loss: 2.1279, grad_norm: 3.4604 2020-10-10 13:56:01,369 - mmaction - INFO - Epoch [234][1040/1413] lr: 1.187e-02, eta: 8:41:15, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5216, top5_acc: 0.7487, loss_cls: 2.1496, loss: 2.1496, grad_norm: 3.4901 2020-10-10 13:56:20,762 - mmaction - INFO - Epoch [234][1060/1413] lr: 1.187e-02, eta: 8:40:55, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5236, top5_acc: 0.7523, loss_cls: 2.1379, loss: 2.1379, grad_norm: 3.5168 2020-10-10 13:56:40,147 - mmaction - INFO - Epoch [234][1080/1413] lr: 1.187e-02, eta: 8:40:35, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5352, top5_acc: 0.7556, loss_cls: 2.0956, loss: 2.0956, grad_norm: 3.4990 2020-10-10 13:56:59,551 - mmaction - INFO - Epoch [234][1100/1413] lr: 1.187e-02, eta: 8:40:15, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5229, top5_acc: 0.7375, loss_cls: 2.1500, loss: 2.1500, grad_norm: 3.5177 2020-10-10 13:57:18,929 - mmaction - INFO - Epoch [234][1120/1413] lr: 1.187e-02, eta: 8:39:55, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5306, top5_acc: 0.7480, loss_cls: 2.1151, loss: 2.1151, grad_norm: 3.4708 2020-10-10 13:57:38,373 - mmaction - INFO - Epoch [234][1140/1413] lr: 1.187e-02, eta: 8:39:35, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5352, top5_acc: 0.7488, loss_cls: 2.0932, loss: 2.0932, grad_norm: 3.4842 2020-10-10 13:57:57,716 - mmaction - INFO - Epoch [234][1160/1413] lr: 1.187e-02, eta: 8:39:15, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5275, top5_acc: 0.7500, loss_cls: 2.1153, loss: 2.1153, grad_norm: 3.4935 2020-10-10 13:58:17,091 - mmaction - INFO - Epoch [234][1180/1413] lr: 1.187e-02, eta: 8:38:55, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5164, top5_acc: 0.7473, loss_cls: 2.1725, loss: 2.1725, grad_norm: 3.5684 2020-10-10 13:58:36,460 - mmaction - INFO - Epoch [234][1200/1413] lr: 1.187e-02, eta: 8:38:35, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5337, top5_acc: 0.7510, loss_cls: 2.1165, loss: 2.1165, grad_norm: 3.4524 2020-10-10 13:58:55,887 - mmaction - INFO - Epoch [234][1220/1413] lr: 1.187e-02, eta: 8:38:15, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5328, top5_acc: 0.7561, loss_cls: 2.1324, loss: 2.1324, grad_norm: 3.5215 2020-10-10 13:59:15,330 - mmaction - INFO - Epoch [234][1240/1413] lr: 1.187e-02, eta: 8:37:55, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5311, top5_acc: 0.7441, loss_cls: 2.1459, loss: 2.1459, grad_norm: 3.4649 2020-10-10 13:59:34,681 - mmaction - INFO - Epoch [234][1260/1413] lr: 1.187e-02, eta: 8:37:35, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5370, top5_acc: 0.7576, loss_cls: 2.0909, loss: 2.0909, grad_norm: 3.4921 2020-10-10 13:59:54,074 - mmaction - INFO - Epoch [234][1280/1413] lr: 1.187e-02, eta: 8:37:15, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5297, top5_acc: 0.7507, loss_cls: 2.1102, loss: 2.1102, grad_norm: 3.4912 2020-10-10 14:00:14,667 - mmaction - INFO - Epoch [234][1300/1413] lr: 1.187e-02, eta: 8:36:55, time: 1.030, data_time: 0.002, memory: 8482, top1_acc: 0.5301, top5_acc: 0.7531, loss_cls: 2.1109, loss: 2.1109, grad_norm: 3.5255 2020-10-10 14:00:34,003 - mmaction - INFO - Epoch [234][1320/1413] lr: 1.187e-02, eta: 8:36:35, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.5341, top5_acc: 0.7505, loss_cls: 2.0889, loss: 2.0889, grad_norm: 3.5155 2020-10-10 14:00:53,407 - mmaction - INFO - Epoch [234][1340/1413] lr: 1.187e-02, eta: 8:36:15, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5221, top5_acc: 0.7482, loss_cls: 2.1395, loss: 2.1395, grad_norm: 3.5337 2020-10-10 14:01:12,788 - mmaction - INFO - Epoch [234][1360/1413] lr: 1.187e-02, eta: 8:35:55, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5357, top5_acc: 0.7576, loss_cls: 2.0721, loss: 2.0721, grad_norm: 3.4352 2020-10-10 14:01:32,158 - mmaction - INFO - Epoch [234][1380/1413] lr: 1.187e-02, eta: 8:35:35, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5301, top5_acc: 0.7475, loss_cls: 2.1110, loss: 2.1110, grad_norm: 3.4822 2020-10-10 14:01:51,503 - mmaction - INFO - Epoch [234][1400/1413] lr: 1.187e-02, eta: 8:35:15, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5238, top5_acc: 0.7440, loss_cls: 2.1259, loss: 2.1259, grad_norm: 3.4916 2020-10-10 14:03:00,059 - mmaction - INFO - Epoch [235][20/1413] lr: 1.087e-02, eta: 8:34:49, time: 2.715, data_time: 1.568, memory: 8482, top1_acc: 0.5303, top5_acc: 0.7534, loss_cls: 2.1108, loss: 2.1108, grad_norm: 3.5379 2020-10-10 14:03:19,363 - mmaction - INFO - Epoch [235][40/1413] lr: 1.087e-02, eta: 8:34:29, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5397, top5_acc: 0.7599, loss_cls: 2.0505, loss: 2.0505, grad_norm: 3.4756 2020-10-10 14:03:38,696 - mmaction - INFO - Epoch [235][60/1413] lr: 1.087e-02, eta: 8:34:09, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5342, top5_acc: 0.7656, loss_cls: 2.0731, loss: 2.0731, grad_norm: 3.4903 2020-10-10 14:03:58,051 - mmaction - INFO - Epoch [235][80/1413] lr: 1.087e-02, eta: 8:33:49, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.5345, top5_acc: 0.7559, loss_cls: 2.0873, loss: 2.0873, grad_norm: 3.5076 2020-10-10 14:04:17,426 - mmaction - INFO - Epoch [235][100/1413] lr: 1.087e-02, eta: 8:33:29, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5340, top5_acc: 0.7517, loss_cls: 2.1082, loss: 2.1082, grad_norm: 3.5067 2020-10-10 14:04:36,843 - mmaction - INFO - Epoch [235][120/1413] lr: 1.087e-02, eta: 8:33:09, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5430, top5_acc: 0.7572, loss_cls: 2.0822, loss: 2.0822, grad_norm: 3.5231 2020-10-10 14:04:56,177 - mmaction - INFO - Epoch [235][140/1413] lr: 1.087e-02, eta: 8:32:49, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.5388, top5_acc: 0.7503, loss_cls: 2.0834, loss: 2.0834, grad_norm: 3.5106 2020-10-10 14:05:15,592 - mmaction - INFO - Epoch [235][160/1413] lr: 1.087e-02, eta: 8:32:29, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5346, top5_acc: 0.7538, loss_cls: 2.0867, loss: 2.0867, grad_norm: 3.5035 2020-10-10 14:05:35,006 - mmaction - INFO - Epoch [235][180/1413] lr: 1.087e-02, eta: 8:32:09, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5348, top5_acc: 0.7579, loss_cls: 2.0574, loss: 2.0574, grad_norm: 3.5039 2020-10-10 14:05:54,401 - mmaction - INFO - Epoch [235][200/1413] lr: 1.087e-02, eta: 8:31:49, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5335, top5_acc: 0.7569, loss_cls: 2.0828, loss: 2.0828, grad_norm: 3.4883 2020-10-10 14:06:13,743 - mmaction - INFO - Epoch [235][220/1413] lr: 1.087e-02, eta: 8:31:29, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5359, top5_acc: 0.7552, loss_cls: 2.0824, loss: 2.0824, grad_norm: 3.5329 2020-10-10 14:06:33,147 - mmaction - INFO - Epoch [235][240/1413] lr: 1.087e-02, eta: 8:31:09, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5413, top5_acc: 0.7596, loss_cls: 2.0719, loss: 2.0719, grad_norm: 3.5386 2020-10-10 14:06:52,470 - mmaction - INFO - Epoch [235][260/1413] lr: 1.087e-02, eta: 8:30:49, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5378, top5_acc: 0.7581, loss_cls: 2.0774, loss: 2.0774, grad_norm: 3.5343 2020-10-10 14:07:11,860 - mmaction - INFO - Epoch [235][280/1413] lr: 1.087e-02, eta: 8:30:28, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5398, top5_acc: 0.7495, loss_cls: 2.0912, loss: 2.0912, grad_norm: 3.5439 2020-10-10 14:07:31,285 - mmaction - INFO - Epoch [235][300/1413] lr: 1.087e-02, eta: 8:30:08, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5230, top5_acc: 0.7411, loss_cls: 2.1404, loss: 2.1404, grad_norm: 3.5429 2020-10-10 14:07:50,678 - mmaction - INFO - Epoch [235][320/1413] lr: 1.087e-02, eta: 8:29:48, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5254, top5_acc: 0.7547, loss_cls: 2.1199, loss: 2.1199, grad_norm: 3.5449 2020-10-10 14:08:10,047 - mmaction - INFO - Epoch [235][340/1413] lr: 1.087e-02, eta: 8:29:28, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5430, top5_acc: 0.7578, loss_cls: 2.0669, loss: 2.0669, grad_norm: 3.5600 2020-10-10 14:08:29,497 - mmaction - INFO - Epoch [235][360/1413] lr: 1.087e-02, eta: 8:29:08, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5354, top5_acc: 0.7539, loss_cls: 2.0984, loss: 2.0984, grad_norm: 3.5307 2020-10-10 14:08:48,889 - mmaction - INFO - Epoch [235][380/1413] lr: 1.087e-02, eta: 8:28:48, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5181, top5_acc: 0.7443, loss_cls: 2.1446, loss: 2.1446, grad_norm: 3.5960 2020-10-10 14:09:08,294 - mmaction - INFO - Epoch [235][400/1413] lr: 1.087e-02, eta: 8:28:28, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5367, top5_acc: 0.7622, loss_cls: 2.0627, loss: 2.0627, grad_norm: 3.5303 2020-10-10 14:09:27,651 - mmaction - INFO - Epoch [235][420/1413] lr: 1.087e-02, eta: 8:28:08, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5345, top5_acc: 0.7514, loss_cls: 2.0853, loss: 2.0853, grad_norm: 3.5447 2020-10-10 14:09:47,018 - mmaction - INFO - Epoch [235][440/1413] lr: 1.087e-02, eta: 8:27:48, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5344, top5_acc: 0.7578, loss_cls: 2.0786, loss: 2.0786, grad_norm: 3.5358 2020-10-10 14:10:06,447 - mmaction - INFO - Epoch [235][460/1413] lr: 1.087e-02, eta: 8:27:28, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5385, top5_acc: 0.7527, loss_cls: 2.0849, loss: 2.0849, grad_norm: 3.5575 2020-10-10 14:10:25,798 - mmaction - INFO - Epoch [235][480/1413] lr: 1.087e-02, eta: 8:27:08, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5353, top5_acc: 0.7539, loss_cls: 2.0837, loss: 2.0837, grad_norm: 3.5597 2020-10-10 14:10:45,260 - mmaction - INFO - Epoch [235][500/1413] lr: 1.087e-02, eta: 8:26:48, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5422, top5_acc: 0.7514, loss_cls: 2.0901, loss: 2.0901, grad_norm: 3.5239 2020-10-10 14:11:04,659 - mmaction - INFO - Epoch [235][520/1413] lr: 1.087e-02, eta: 8:26:28, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5378, top5_acc: 0.7565, loss_cls: 2.0702, loss: 2.0702, grad_norm: 3.5212 2020-10-10 14:11:24,039 - mmaction - INFO - Epoch [235][540/1413] lr: 1.087e-02, eta: 8:26:08, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5273, top5_acc: 0.7491, loss_cls: 2.1224, loss: 2.1224, grad_norm: 3.5959 2020-10-10 14:11:43,464 - mmaction - INFO - Epoch [235][560/1413] lr: 1.087e-02, eta: 8:25:48, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5311, top5_acc: 0.7457, loss_cls: 2.1273, loss: 2.1273, grad_norm: 3.5006 2020-10-10 14:12:02,811 - mmaction - INFO - Epoch [235][580/1413] lr: 1.087e-02, eta: 8:25:28, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5415, top5_acc: 0.7508, loss_cls: 2.0849, loss: 2.0849, grad_norm: 3.5428 2020-10-10 14:12:22,229 - mmaction - INFO - Epoch [235][600/1413] lr: 1.087e-02, eta: 8:25:08, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5323, top5_acc: 0.7533, loss_cls: 2.0761, loss: 2.0761, grad_norm: 3.5444 2020-10-10 14:12:41,639 - mmaction - INFO - Epoch [235][620/1413] lr: 1.087e-02, eta: 8:24:48, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5342, top5_acc: 0.7565, loss_cls: 2.0877, loss: 2.0877, grad_norm: 3.5941 2020-10-10 14:13:01,008 - mmaction - INFO - Epoch [235][640/1413] lr: 1.087e-02, eta: 8:24:28, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5290, top5_acc: 0.7516, loss_cls: 2.1218, loss: 2.1218, grad_norm: 3.6205 2020-10-10 14:13:20,362 - mmaction - INFO - Epoch [235][660/1413] lr: 1.087e-02, eta: 8:24:08, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5352, top5_acc: 0.7535, loss_cls: 2.0853, loss: 2.0853, grad_norm: 3.5419 2020-10-10 14:13:39,745 - mmaction - INFO - Epoch [235][680/1413] lr: 1.087e-02, eta: 8:23:48, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5438, top5_acc: 0.7562, loss_cls: 2.0470, loss: 2.0470, grad_norm: 3.5012 2020-10-10 14:13:59,165 - mmaction - INFO - Epoch [235][700/1413] lr: 1.087e-02, eta: 8:23:28, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5289, top5_acc: 0.7534, loss_cls: 2.1066, loss: 2.1066, grad_norm: 3.5808 2020-10-10 14:14:18,532 - mmaction - INFO - Epoch [235][720/1413] lr: 1.087e-02, eta: 8:23:08, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5272, top5_acc: 0.7487, loss_cls: 2.1290, loss: 2.1290, grad_norm: 3.5835 2020-10-10 14:14:37,943 - mmaction - INFO - Epoch [235][740/1413] lr: 1.087e-02, eta: 8:22:47, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5350, top5_acc: 0.7565, loss_cls: 2.0842, loss: 2.0842, grad_norm: 3.5572 2020-10-10 14:14:57,386 - mmaction - INFO - Epoch [235][760/1413] lr: 1.087e-02, eta: 8:22:27, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5417, top5_acc: 0.7568, loss_cls: 2.0744, loss: 2.0744, grad_norm: 3.5661 2020-10-10 14:15:16,800 - mmaction - INFO - Epoch [235][780/1413] lr: 1.087e-02, eta: 8:22:07, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5327, top5_acc: 0.7526, loss_cls: 2.1087, loss: 2.1087, grad_norm: 3.6214 2020-10-10 14:15:36,169 - mmaction - INFO - Epoch [235][800/1413] lr: 1.087e-02, eta: 8:21:47, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5292, top5_acc: 0.7510, loss_cls: 2.1091, loss: 2.1091, grad_norm: 3.5845 2020-10-10 14:15:55,589 - mmaction - INFO - Epoch [235][820/1413] lr: 1.087e-02, eta: 8:21:27, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5355, top5_acc: 0.7555, loss_cls: 2.1020, loss: 2.1020, grad_norm: 3.5494 2020-10-10 14:16:14,964 - mmaction - INFO - Epoch [235][840/1413] lr: 1.087e-02, eta: 8:21:07, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5339, top5_acc: 0.7509, loss_cls: 2.1173, loss: 2.1173, grad_norm: 3.5834 2020-10-10 14:16:34,320 - mmaction - INFO - Epoch [235][860/1413] lr: 1.087e-02, eta: 8:20:47, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5353, top5_acc: 0.7508, loss_cls: 2.0930, loss: 2.0930, grad_norm: 3.5804 2020-10-10 14:16:53,744 - mmaction - INFO - Epoch [235][880/1413] lr: 1.087e-02, eta: 8:20:27, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5447, top5_acc: 0.7527, loss_cls: 2.0741, loss: 2.0741, grad_norm: 3.5251 2020-10-10 14:17:13,131 - mmaction - INFO - Epoch [235][900/1413] lr: 1.087e-02, eta: 8:20:07, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5354, top5_acc: 0.7553, loss_cls: 2.1101, loss: 2.1101, grad_norm: 3.5815 2020-10-10 14:17:32,513 - mmaction - INFO - Epoch [235][920/1413] lr: 1.087e-02, eta: 8:19:47, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5411, top5_acc: 0.7573, loss_cls: 2.0851, loss: 2.0851, grad_norm: 3.5539 2020-10-10 14:17:51,902 - mmaction - INFO - Epoch [235][940/1413] lr: 1.087e-02, eta: 8:19:27, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5355, top5_acc: 0.7484, loss_cls: 2.1035, loss: 2.1035, grad_norm: 3.5604 2020-10-10 14:18:11,318 - mmaction - INFO - Epoch [235][960/1413] lr: 1.087e-02, eta: 8:19:07, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5280, top5_acc: 0.7497, loss_cls: 2.1223, loss: 2.1223, grad_norm: 3.5521 2020-10-10 14:18:30,690 - mmaction - INFO - Epoch [235][980/1413] lr: 1.087e-02, eta: 8:18:47, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5262, top5_acc: 0.7424, loss_cls: 2.1453, loss: 2.1453, grad_norm: 3.5361 2020-10-10 14:18:50,070 - mmaction - INFO - Epoch [235][1000/1413] lr: 1.087e-02, eta: 8:18:27, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5260, top5_acc: 0.7464, loss_cls: 2.1221, loss: 2.1221, grad_norm: 3.5745 2020-10-10 14:19:09,466 - mmaction - INFO - Epoch [235][1020/1413] lr: 1.087e-02, eta: 8:18:07, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5382, top5_acc: 0.7508, loss_cls: 2.0930, loss: 2.0930, grad_norm: 3.5717 2020-10-10 14:19:28,793 - mmaction - INFO - Epoch [235][1040/1413] lr: 1.087e-02, eta: 8:17:47, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5393, top5_acc: 0.7530, loss_cls: 2.0756, loss: 2.0756, grad_norm: 3.5570 2020-10-10 14:19:48,201 - mmaction - INFO - Epoch [235][1060/1413] lr: 1.087e-02, eta: 8:17:27, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5290, top5_acc: 0.7512, loss_cls: 2.1216, loss: 2.1216, grad_norm: 3.6276 2020-10-10 14:20:07,577 - mmaction - INFO - Epoch [235][1080/1413] lr: 1.087e-02, eta: 8:17:07, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5355, top5_acc: 0.7526, loss_cls: 2.0930, loss: 2.0930, grad_norm: 3.5598 2020-10-10 14:20:27,044 - mmaction - INFO - Epoch [235][1100/1413] lr: 1.087e-02, eta: 8:16:47, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5298, top5_acc: 0.7478, loss_cls: 2.1168, loss: 2.1168, grad_norm: 3.5513 2020-10-10 14:20:46,476 - mmaction - INFO - Epoch [235][1120/1413] lr: 1.087e-02, eta: 8:16:27, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5365, top5_acc: 0.7507, loss_cls: 2.0671, loss: 2.0671, grad_norm: 3.6006 2020-10-10 14:21:05,801 - mmaction - INFO - Epoch [235][1140/1413] lr: 1.087e-02, eta: 8:16:07, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5374, top5_acc: 0.7467, loss_cls: 2.0909, loss: 2.0909, grad_norm: 3.5254 2020-10-10 14:21:25,159 - mmaction - INFO - Epoch [235][1160/1413] lr: 1.087e-02, eta: 8:15:47, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5311, top5_acc: 0.7488, loss_cls: 2.1086, loss: 2.1086, grad_norm: 3.5531 2020-10-10 14:21:44,527 - mmaction - INFO - Epoch [235][1180/1413] lr: 1.087e-02, eta: 8:15:27, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5307, top5_acc: 0.7486, loss_cls: 2.1118, loss: 2.1118, grad_norm: 3.5617 2020-10-10 14:22:03,904 - mmaction - INFO - Epoch [235][1200/1413] lr: 1.087e-02, eta: 8:15:07, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5262, top5_acc: 0.7523, loss_cls: 2.1145, loss: 2.1145, grad_norm: 3.5835 2020-10-10 14:22:23,340 - mmaction - INFO - Epoch [235][1220/1413] lr: 1.087e-02, eta: 8:14:47, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5365, top5_acc: 0.7529, loss_cls: 2.0927, loss: 2.0927, grad_norm: 3.5748 2020-10-10 14:22:42,782 - mmaction - INFO - Epoch [235][1240/1413] lr: 1.087e-02, eta: 8:14:27, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.5345, top5_acc: 0.7559, loss_cls: 2.0881, loss: 2.0881, grad_norm: 3.5838 2020-10-10 14:23:02,205 - mmaction - INFO - Epoch [235][1260/1413] lr: 1.087e-02, eta: 8:14:07, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5172, top5_acc: 0.7430, loss_cls: 2.1594, loss: 2.1594, grad_norm: 3.6189 2020-10-10 14:23:21,547 - mmaction - INFO - Epoch [235][1280/1413] lr: 1.087e-02, eta: 8:13:46, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5263, top5_acc: 0.7491, loss_cls: 2.1213, loss: 2.1213, grad_norm: 3.5257 2020-10-10 14:23:40,993 - mmaction - INFO - Epoch [235][1300/1413] lr: 1.087e-02, eta: 8:13:26, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5357, top5_acc: 0.7536, loss_cls: 2.1123, loss: 2.1123, grad_norm: 3.5666 2020-10-10 14:24:00,385 - mmaction - INFO - Epoch [235][1320/1413] lr: 1.087e-02, eta: 8:13:06, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5270, top5_acc: 0.7474, loss_cls: 2.1391, loss: 2.1391, grad_norm: 3.6217 2020-10-10 14:24:19,752 - mmaction - INFO - Epoch [235][1340/1413] lr: 1.087e-02, eta: 8:12:46, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5229, top5_acc: 0.7493, loss_cls: 2.1432, loss: 2.1432, grad_norm: 3.5946 2020-10-10 14:24:39,125 - mmaction - INFO - Epoch [235][1360/1413] lr: 1.087e-02, eta: 8:12:26, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5243, top5_acc: 0.7525, loss_cls: 2.1317, loss: 2.1317, grad_norm: 3.6158 2020-10-10 14:24:58,500 - mmaction - INFO - Epoch [235][1380/1413] lr: 1.087e-02, eta: 8:12:06, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5301, top5_acc: 0.7512, loss_cls: 2.1137, loss: 2.1137, grad_norm: 3.6330 2020-10-10 14:25:17,887 - mmaction - INFO - Epoch [235][1400/1413] lr: 1.087e-02, eta: 8:11:46, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5379, top5_acc: 0.7493, loss_cls: 2.0871, loss: 2.0871, grad_norm: 3.5607 2020-10-10 14:26:20,984 - mmaction - INFO - Epoch [236][20/1413] lr: 9.907e-03, eta: 8:11:19, time: 2.503, data_time: 1.529, memory: 8482, top1_acc: 0.5457, top5_acc: 0.7615, loss_cls: 2.0572, loss: 2.0572, grad_norm: 3.5390 2020-10-10 14:26:40,289 - mmaction - INFO - Epoch [236][40/1413] lr: 9.907e-03, eta: 8:10:59, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.5517, top5_acc: 0.7611, loss_cls: 2.0410, loss: 2.0410, grad_norm: 3.5643 2020-10-10 14:26:59,651 - mmaction - INFO - Epoch [236][60/1413] lr: 9.907e-03, eta: 8:10:39, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5374, top5_acc: 0.7608, loss_cls: 2.0595, loss: 2.0595, grad_norm: 3.5493 2020-10-10 14:27:19,007 - mmaction - INFO - Epoch [236][80/1413] lr: 9.907e-03, eta: 8:10:19, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5404, top5_acc: 0.7605, loss_cls: 2.0529, loss: 2.0529, grad_norm: 3.5804 2020-10-10 14:27:38,345 - mmaction - INFO - Epoch [236][100/1413] lr: 9.907e-03, eta: 8:09:59, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5328, top5_acc: 0.7582, loss_cls: 2.0989, loss: 2.0989, grad_norm: 3.6541 2020-10-10 14:27:57,704 - mmaction - INFO - Epoch [236][120/1413] lr: 9.907e-03, eta: 8:09:39, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5346, top5_acc: 0.7539, loss_cls: 2.0826, loss: 2.0826, grad_norm: 3.6161 2020-10-10 14:28:17,096 - mmaction - INFO - Epoch [236][140/1413] lr: 9.907e-03, eta: 8:09:19, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5470, top5_acc: 0.7612, loss_cls: 2.0387, loss: 2.0387, grad_norm: 3.5456 2020-10-10 14:28:36,502 - mmaction - INFO - Epoch [236][160/1413] lr: 9.907e-03, eta: 8:08:59, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5379, top5_acc: 0.7596, loss_cls: 2.0633, loss: 2.0633, grad_norm: 3.5812 2020-10-10 14:28:55,867 - mmaction - INFO - Epoch [236][180/1413] lr: 9.907e-03, eta: 8:08:39, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5327, top5_acc: 0.7482, loss_cls: 2.1147, loss: 2.1147, grad_norm: 3.6261 2020-10-10 14:29:15,222 - mmaction - INFO - Epoch [236][200/1413] lr: 9.907e-03, eta: 8:08:18, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5319, top5_acc: 0.7521, loss_cls: 2.0781, loss: 2.0781, grad_norm: 3.5917 2020-10-10 14:29:34,557 - mmaction - INFO - Epoch [236][220/1413] lr: 9.907e-03, eta: 8:07:58, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5340, top5_acc: 0.7478, loss_cls: 2.0965, loss: 2.0965, grad_norm: 3.6176 2020-10-10 14:29:53,910 - mmaction - INFO - Epoch [236][240/1413] lr: 9.907e-03, eta: 8:07:38, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5354, top5_acc: 0.7590, loss_cls: 2.0648, loss: 2.0648, grad_norm: 3.5931 2020-10-10 14:30:13,284 - mmaction - INFO - Epoch [236][260/1413] lr: 9.907e-03, eta: 8:07:18, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5402, top5_acc: 0.7531, loss_cls: 2.0960, loss: 2.0960, grad_norm: 3.6024 2020-10-10 14:30:32,655 - mmaction - INFO - Epoch [236][280/1413] lr: 9.907e-03, eta: 8:06:58, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5319, top5_acc: 0.7490, loss_cls: 2.1071, loss: 2.1071, grad_norm: 3.5625 2020-10-10 14:30:52,036 - mmaction - INFO - Epoch [236][300/1413] lr: 9.907e-03, eta: 8:06:38, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5335, top5_acc: 0.7543, loss_cls: 2.0967, loss: 2.0967, grad_norm: 3.6234 2020-10-10 14:31:11,351 - mmaction - INFO - Epoch [236][320/1413] lr: 9.907e-03, eta: 8:06:18, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5428, top5_acc: 0.7546, loss_cls: 2.0727, loss: 2.0727, grad_norm: 3.5877 2020-10-10 14:31:30,736 - mmaction - INFO - Epoch [236][340/1413] lr: 9.907e-03, eta: 8:05:58, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5424, top5_acc: 0.7534, loss_cls: 2.0582, loss: 2.0582, grad_norm: 3.5777 2020-10-10 14:31:50,161 - mmaction - INFO - Epoch [236][360/1413] lr: 9.907e-03, eta: 8:05:38, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5410, top5_acc: 0.7560, loss_cls: 2.0835, loss: 2.0835, grad_norm: 3.6310 2020-10-10 14:32:09,554 - mmaction - INFO - Epoch [236][380/1413] lr: 9.907e-03, eta: 8:05:18, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5337, top5_acc: 0.7500, loss_cls: 2.0985, loss: 2.0985, grad_norm: 3.6005 2020-10-10 14:32:28,869 - mmaction - INFO - Epoch [236][400/1413] lr: 9.907e-03, eta: 8:04:58, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5310, top5_acc: 0.7488, loss_cls: 2.1135, loss: 2.1135, grad_norm: 3.6107 2020-10-10 14:32:48,311 - mmaction - INFO - Epoch [236][420/1413] lr: 9.907e-03, eta: 8:04:38, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5333, top5_acc: 0.7509, loss_cls: 2.0955, loss: 2.0955, grad_norm: 3.6068 2020-10-10 14:33:07,679 - mmaction - INFO - Epoch [236][440/1413] lr: 9.907e-03, eta: 8:04:18, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5421, top5_acc: 0.7522, loss_cls: 2.0519, loss: 2.0519, grad_norm: 3.5379 2020-10-10 14:33:27,031 - mmaction - INFO - Epoch [236][460/1413] lr: 9.907e-03, eta: 8:03:58, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5329, top5_acc: 0.7499, loss_cls: 2.0909, loss: 2.0909, grad_norm: 3.6038 2020-10-10 14:33:46,411 - mmaction - INFO - Epoch [236][480/1413] lr: 9.907e-03, eta: 8:03:38, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5324, top5_acc: 0.7505, loss_cls: 2.1131, loss: 2.1131, grad_norm: 3.6503 2020-10-10 14:34:05,735 - mmaction - INFO - Epoch [236][500/1413] lr: 9.907e-03, eta: 8:03:18, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5341, top5_acc: 0.7546, loss_cls: 2.0777, loss: 2.0777, grad_norm: 3.6102 2020-10-10 14:34:25,109 - mmaction - INFO - Epoch [236][520/1413] lr: 9.907e-03, eta: 8:02:58, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5378, top5_acc: 0.7559, loss_cls: 2.0905, loss: 2.0905, grad_norm: 3.5813 2020-10-10 14:34:44,480 - mmaction - INFO - Epoch [236][540/1413] lr: 9.907e-03, eta: 8:02:38, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5359, top5_acc: 0.7600, loss_cls: 2.0804, loss: 2.0804, grad_norm: 3.6049 2020-10-10 14:35:03,933 - mmaction - INFO - Epoch [236][560/1413] lr: 9.907e-03, eta: 8:02:18, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5333, top5_acc: 0.7473, loss_cls: 2.0997, loss: 2.0997, grad_norm: 3.6190 2020-10-10 14:35:23,288 - mmaction - INFO - Epoch [236][580/1413] lr: 9.907e-03, eta: 8:01:58, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5378, top5_acc: 0.7572, loss_cls: 2.0818, loss: 2.0818, grad_norm: 3.6043 2020-10-10 14:35:42,692 - mmaction - INFO - Epoch [236][600/1413] lr: 9.907e-03, eta: 8:01:38, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5397, top5_acc: 0.7544, loss_cls: 2.0875, loss: 2.0875, grad_norm: 3.5953 2020-10-10 14:36:02,026 - mmaction - INFO - Epoch [236][620/1413] lr: 9.907e-03, eta: 8:01:18, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5408, top5_acc: 0.7574, loss_cls: 2.0579, loss: 2.0579, grad_norm: 3.5859 2020-10-10 14:36:21,405 - mmaction - INFO - Epoch [236][640/1413] lr: 9.907e-03, eta: 8:00:58, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5349, top5_acc: 0.7573, loss_cls: 2.0659, loss: 2.0659, grad_norm: 3.5746 2020-10-10 14:36:40,818 - mmaction - INFO - Epoch [236][660/1413] lr: 9.907e-03, eta: 8:00:38, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5368, top5_acc: 0.7518, loss_cls: 2.0974, loss: 2.0974, grad_norm: 3.6419 2020-10-10 14:37:00,101 - mmaction - INFO - Epoch [236][680/1413] lr: 9.907e-03, eta: 8:00:18, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.5318, top5_acc: 0.7507, loss_cls: 2.1059, loss: 2.1059, grad_norm: 3.5895 2020-10-10 14:37:19,515 - mmaction - INFO - Epoch [236][700/1413] lr: 9.907e-03, eta: 7:59:58, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5331, top5_acc: 0.7530, loss_cls: 2.0905, loss: 2.0905, grad_norm: 3.6581 2020-10-10 14:37:38,933 - mmaction - INFO - Epoch [236][720/1413] lr: 9.907e-03, eta: 7:59:38, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5331, top5_acc: 0.7533, loss_cls: 2.0871, loss: 2.0871, grad_norm: 3.6138 2020-10-10 14:37:58,301 - mmaction - INFO - Epoch [236][740/1413] lr: 9.907e-03, eta: 7:59:17, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5298, top5_acc: 0.7591, loss_cls: 2.0725, loss: 2.0725, grad_norm: 3.6435 2020-10-10 14:38:17,665 - mmaction - INFO - Epoch [236][760/1413] lr: 9.907e-03, eta: 7:58:57, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5249, top5_acc: 0.7533, loss_cls: 2.0943, loss: 2.0943, grad_norm: 3.5909 2020-10-10 14:38:37,005 - mmaction - INFO - Epoch [236][780/1413] lr: 9.907e-03, eta: 7:58:37, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5365, top5_acc: 0.7518, loss_cls: 2.0801, loss: 2.0801, grad_norm: 3.6511 2020-10-10 14:38:56,459 - mmaction - INFO - Epoch [236][800/1413] lr: 9.907e-03, eta: 7:58:17, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5283, top5_acc: 0.7513, loss_cls: 2.1180, loss: 2.1180, grad_norm: 3.6939 2020-10-10 14:39:15,834 - mmaction - INFO - Epoch [236][820/1413] lr: 9.907e-03, eta: 7:57:57, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5384, top5_acc: 0.7585, loss_cls: 2.0609, loss: 2.0609, grad_norm: 3.6099 2020-10-10 14:39:35,247 - mmaction - INFO - Epoch [236][840/1413] lr: 9.907e-03, eta: 7:57:37, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5380, top5_acc: 0.7546, loss_cls: 2.0883, loss: 2.0883, grad_norm: 3.6212 2020-10-10 14:39:54,620 - mmaction - INFO - Epoch [236][860/1413] lr: 9.907e-03, eta: 7:57:17, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5292, top5_acc: 0.7560, loss_cls: 2.0883, loss: 2.0883, grad_norm: 3.6216 2020-10-10 14:40:13,989 - mmaction - INFO - Epoch [236][880/1413] lr: 9.907e-03, eta: 7:56:57, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5359, top5_acc: 0.7517, loss_cls: 2.1193, loss: 2.1193, grad_norm: 3.5858 2020-10-10 14:40:33,425 - mmaction - INFO - Epoch [236][900/1413] lr: 9.907e-03, eta: 7:56:37, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5276, top5_acc: 0.7434, loss_cls: 2.1402, loss: 2.1402, grad_norm: 3.6151 2020-10-10 14:40:52,815 - mmaction - INFO - Epoch [236][920/1413] lr: 9.907e-03, eta: 7:56:17, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5335, top5_acc: 0.7434, loss_cls: 2.1133, loss: 2.1133, grad_norm: 3.6565 2020-10-10 14:41:12,212 - mmaction - INFO - Epoch [236][940/1413] lr: 9.907e-03, eta: 7:55:57, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5434, top5_acc: 0.7608, loss_cls: 2.0742, loss: 2.0742, grad_norm: 3.6194 2020-10-10 14:41:31,621 - mmaction - INFO - Epoch [236][960/1413] lr: 9.907e-03, eta: 7:55:37, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5393, top5_acc: 0.7582, loss_cls: 2.0531, loss: 2.0531, grad_norm: 3.5840 2020-10-10 14:41:50,983 - mmaction - INFO - Epoch [236][980/1413] lr: 9.907e-03, eta: 7:55:17, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5331, top5_acc: 0.7531, loss_cls: 2.0792, loss: 2.0792, grad_norm: 3.6412 2020-10-10 14:42:10,399 - mmaction - INFO - Epoch [236][1000/1413] lr: 9.907e-03, eta: 7:54:57, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5333, top5_acc: 0.7546, loss_cls: 2.0767, loss: 2.0767, grad_norm: 3.6711 2020-10-10 14:42:29,795 - mmaction - INFO - Epoch [236][1020/1413] lr: 9.907e-03, eta: 7:54:37, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5320, top5_acc: 0.7534, loss_cls: 2.0884, loss: 2.0884, grad_norm: 3.6321 2020-10-10 14:42:49,221 - mmaction - INFO - Epoch [236][1040/1413] lr: 9.907e-03, eta: 7:54:17, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5384, top5_acc: 0.7549, loss_cls: 2.0937, loss: 2.0937, grad_norm: 3.6480 2020-10-10 14:43:08,571 - mmaction - INFO - Epoch [236][1060/1413] lr: 9.907e-03, eta: 7:53:57, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5370, top5_acc: 0.7503, loss_cls: 2.1032, loss: 2.1032, grad_norm: 3.6377 2020-10-10 14:43:27,969 - mmaction - INFO - Epoch [236][1080/1413] lr: 9.907e-03, eta: 7:53:37, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5391, top5_acc: 0.7605, loss_cls: 2.0641, loss: 2.0641, grad_norm: 3.6539 2020-10-10 14:43:47,360 - mmaction - INFO - Epoch [236][1100/1413] lr: 9.907e-03, eta: 7:53:17, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5402, top5_acc: 0.7598, loss_cls: 2.0564, loss: 2.0564, grad_norm: 3.5996 2020-10-10 14:44:06,728 - mmaction - INFO - Epoch [236][1120/1413] lr: 9.907e-03, eta: 7:52:57, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5336, top5_acc: 0.7496, loss_cls: 2.1063, loss: 2.1063, grad_norm: 3.6410 2020-10-10 14:44:26,112 - mmaction - INFO - Epoch [236][1140/1413] lr: 9.907e-03, eta: 7:52:37, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5388, top5_acc: 0.7590, loss_cls: 2.0671, loss: 2.0671, grad_norm: 3.6612 2020-10-10 14:44:45,478 - mmaction - INFO - Epoch [236][1160/1413] lr: 9.907e-03, eta: 7:52:17, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5326, top5_acc: 0.7535, loss_cls: 2.0837, loss: 2.0837, grad_norm: 3.6659 2020-10-10 14:45:04,876 - mmaction - INFO - Epoch [236][1180/1413] lr: 9.907e-03, eta: 7:51:57, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5366, top5_acc: 0.7533, loss_cls: 2.0765, loss: 2.0765, grad_norm: 3.6081 2020-10-10 14:45:24,274 - mmaction - INFO - Epoch [236][1200/1413] lr: 9.907e-03, eta: 7:51:37, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5307, top5_acc: 0.7499, loss_cls: 2.1095, loss: 2.1095, grad_norm: 3.6223 2020-10-10 14:45:43,691 - mmaction - INFO - Epoch [236][1220/1413] lr: 9.907e-03, eta: 7:51:17, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5380, top5_acc: 0.7618, loss_cls: 2.0271, loss: 2.0271, grad_norm: 3.6301 2020-10-10 14:46:03,119 - mmaction - INFO - Epoch [236][1240/1413] lr: 9.907e-03, eta: 7:50:57, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5414, top5_acc: 0.7592, loss_cls: 2.0744, loss: 2.0744, grad_norm: 3.6422 2020-10-10 14:46:22,480 - mmaction - INFO - Epoch [236][1260/1413] lr: 9.907e-03, eta: 7:50:37, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5435, top5_acc: 0.7620, loss_cls: 2.0357, loss: 2.0357, grad_norm: 3.6002 2020-10-10 14:46:41,925 - mmaction - INFO - Epoch [236][1280/1413] lr: 9.907e-03, eta: 7:50:17, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5342, top5_acc: 0.7512, loss_cls: 2.0873, loss: 2.0873, grad_norm: 3.6495 2020-10-10 14:47:01,353 - mmaction - INFO - Epoch [236][1300/1413] lr: 9.907e-03, eta: 7:49:57, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5448, top5_acc: 0.7533, loss_cls: 2.0572, loss: 2.0572, grad_norm: 3.6173 2020-10-10 14:47:20,775 - mmaction - INFO - Epoch [236][1320/1413] lr: 9.907e-03, eta: 7:49:37, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5365, top5_acc: 0.7547, loss_cls: 2.0907, loss: 2.0907, grad_norm: 3.6774 2020-10-10 14:47:40,223 - mmaction - INFO - Epoch [236][1340/1413] lr: 9.907e-03, eta: 7:49:17, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5348, top5_acc: 0.7573, loss_cls: 2.0696, loss: 2.0696, grad_norm: 3.6322 2020-10-10 14:47:59,609 - mmaction - INFO - Epoch [236][1360/1413] lr: 9.907e-03, eta: 7:48:57, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5340, top5_acc: 0.7566, loss_cls: 2.0939, loss: 2.0939, grad_norm: 3.6232 2020-10-10 14:48:19,042 - mmaction - INFO - Epoch [236][1380/1413] lr: 9.907e-03, eta: 7:48:37, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5307, top5_acc: 0.7497, loss_cls: 2.1045, loss: 2.1045, grad_norm: 3.6136 2020-10-10 14:48:38,425 - mmaction - INFO - Epoch [236][1400/1413] lr: 9.907e-03, eta: 7:48:17, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5382, top5_acc: 0.7536, loss_cls: 2.0802, loss: 2.0802, grad_norm: 3.5911 2020-10-10 14:49:43,038 - mmaction - INFO - Epoch [237][20/1413] lr: 8.991e-03, eta: 7:47:50, time: 2.579, data_time: 1.600, memory: 8482, top1_acc: 0.5509, top5_acc: 0.7711, loss_cls: 2.0040, loss: 2.0040, grad_norm: 3.6063 2020-10-10 14:50:02,317 - mmaction - INFO - Epoch [237][40/1413] lr: 8.991e-03, eta: 7:47:29, time: 0.965, data_time: 0.003, memory: 8482, top1_acc: 0.5470, top5_acc: 0.7624, loss_cls: 2.0299, loss: 2.0299, grad_norm: 3.6347 2020-10-10 14:50:21,653 - mmaction - INFO - Epoch [237][60/1413] lr: 8.991e-03, eta: 7:47:09, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5512, top5_acc: 0.7681, loss_cls: 2.0161, loss: 2.0161, grad_norm: 3.5931 2020-10-10 14:50:41,030 - mmaction - INFO - Epoch [237][80/1413] lr: 8.991e-03, eta: 7:46:49, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5520, top5_acc: 0.7609, loss_cls: 2.0214, loss: 2.0214, grad_norm: 3.6155 2020-10-10 14:51:00,367 - mmaction - INFO - Epoch [237][100/1413] lr: 8.991e-03, eta: 7:46:29, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5491, top5_acc: 0.7651, loss_cls: 2.0082, loss: 2.0082, grad_norm: 3.6392 2020-10-10 14:51:19,732 - mmaction - INFO - Epoch [237][120/1413] lr: 8.991e-03, eta: 7:46:09, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5400, top5_acc: 0.7600, loss_cls: 2.0619, loss: 2.0619, grad_norm: 3.6404 2020-10-10 14:51:39,143 - mmaction - INFO - Epoch [237][140/1413] lr: 8.991e-03, eta: 7:45:49, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5559, top5_acc: 0.7689, loss_cls: 1.9853, loss: 1.9853, grad_norm: 3.6201 2020-10-10 14:51:58,506 - mmaction - INFO - Epoch [237][160/1413] lr: 8.991e-03, eta: 7:45:29, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5404, top5_acc: 0.7611, loss_cls: 2.0535, loss: 2.0535, grad_norm: 3.6797 2020-10-10 14:52:17,918 - mmaction - INFO - Epoch [237][180/1413] lr: 8.991e-03, eta: 7:45:09, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5387, top5_acc: 0.7565, loss_cls: 2.0603, loss: 2.0603, grad_norm: 3.6856 2020-10-10 14:52:37,261 - mmaction - INFO - Epoch [237][200/1413] lr: 8.991e-03, eta: 7:44:49, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5483, top5_acc: 0.7620, loss_cls: 2.0446, loss: 2.0446, grad_norm: 3.6852 2020-10-10 14:52:56,649 - mmaction - INFO - Epoch [237][220/1413] lr: 8.991e-03, eta: 7:44:29, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5432, top5_acc: 0.7629, loss_cls: 2.0463, loss: 2.0463, grad_norm: 3.6932 2020-10-10 14:53:16,048 - mmaction - INFO - Epoch [237][240/1413] lr: 8.991e-03, eta: 7:44:09, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5458, top5_acc: 0.7652, loss_cls: 2.0460, loss: 2.0460, grad_norm: 3.6838 2020-10-10 14:53:35,418 - mmaction - INFO - Epoch [237][260/1413] lr: 8.991e-03, eta: 7:43:49, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5337, top5_acc: 0.7462, loss_cls: 2.0811, loss: 2.0811, grad_norm: 3.6652 2020-10-10 14:53:54,801 - mmaction - INFO - Epoch [237][280/1413] lr: 8.991e-03, eta: 7:43:29, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5479, top5_acc: 0.7594, loss_cls: 2.0260, loss: 2.0260, grad_norm: 3.5732 2020-10-10 14:54:14,212 - mmaction - INFO - Epoch [237][300/1413] lr: 8.991e-03, eta: 7:43:09, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5456, top5_acc: 0.7635, loss_cls: 2.0223, loss: 2.0223, grad_norm: 3.6575 2020-10-10 14:54:33,647 - mmaction - INFO - Epoch [237][320/1413] lr: 8.991e-03, eta: 7:42:49, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5517, top5_acc: 0.7658, loss_cls: 2.0436, loss: 2.0436, grad_norm: 3.7210 2020-10-10 14:54:53,010 - mmaction - INFO - Epoch [237][340/1413] lr: 8.991e-03, eta: 7:42:29, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5387, top5_acc: 0.7557, loss_cls: 2.0838, loss: 2.0838, grad_norm: 3.7059 2020-10-10 14:55:12,366 - mmaction - INFO - Epoch [237][360/1413] lr: 8.991e-03, eta: 7:42:09, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5398, top5_acc: 0.7559, loss_cls: 2.0764, loss: 2.0764, grad_norm: 3.6844 2020-10-10 14:55:31,779 - mmaction - INFO - Epoch [237][380/1413] lr: 8.991e-03, eta: 7:41:49, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5453, top5_acc: 0.7612, loss_cls: 2.0317, loss: 2.0317, grad_norm: 3.5786 2020-10-10 14:55:51,190 - mmaction - INFO - Epoch [237][400/1413] lr: 8.991e-03, eta: 7:41:29, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5484, top5_acc: 0.7595, loss_cls: 2.0321, loss: 2.0321, grad_norm: 3.6848 2020-10-10 14:56:10,567 - mmaction - INFO - Epoch [237][420/1413] lr: 8.991e-03, eta: 7:41:09, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5400, top5_acc: 0.7611, loss_cls: 2.0455, loss: 2.0455, grad_norm: 3.6882 2020-10-10 14:56:29,944 - mmaction - INFO - Epoch [237][440/1413] lr: 8.991e-03, eta: 7:40:49, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5344, top5_acc: 0.7556, loss_cls: 2.0953, loss: 2.0953, grad_norm: 3.7031 2020-10-10 14:56:49,329 - mmaction - INFO - Epoch [237][460/1413] lr: 8.991e-03, eta: 7:40:29, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5306, top5_acc: 0.7587, loss_cls: 2.0875, loss: 2.0875, grad_norm: 3.6789 2020-10-10 14:57:08,746 - mmaction - INFO - Epoch [237][480/1413] lr: 8.991e-03, eta: 7:40:09, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5368, top5_acc: 0.7572, loss_cls: 2.0463, loss: 2.0463, grad_norm: 3.6782 2020-10-10 14:57:28,118 - mmaction - INFO - Epoch [237][500/1413] lr: 8.991e-03, eta: 7:39:49, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5456, top5_acc: 0.7650, loss_cls: 2.0028, loss: 2.0028, grad_norm: 3.6021 2020-10-10 14:57:47,571 - mmaction - INFO - Epoch [237][520/1413] lr: 8.991e-03, eta: 7:39:29, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5526, top5_acc: 0.7613, loss_cls: 2.0276, loss: 2.0276, grad_norm: 3.6819 2020-10-10 14:58:06,907 - mmaction - INFO - Epoch [237][540/1413] lr: 8.991e-03, eta: 7:39:09, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5474, top5_acc: 0.7645, loss_cls: 2.0166, loss: 2.0166, grad_norm: 3.6386 2020-10-10 14:58:26,289 - mmaction - INFO - Epoch [237][560/1413] lr: 8.991e-03, eta: 7:38:49, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5413, top5_acc: 0.7613, loss_cls: 2.0563, loss: 2.0563, grad_norm: 3.6852 2020-10-10 14:58:45,695 - mmaction - INFO - Epoch [237][580/1413] lr: 8.991e-03, eta: 7:38:29, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5453, top5_acc: 0.7604, loss_cls: 2.0413, loss: 2.0413, grad_norm: 3.6305 2020-10-10 14:59:05,093 - mmaction - INFO - Epoch [237][600/1413] lr: 8.991e-03, eta: 7:38:09, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5431, top5_acc: 0.7646, loss_cls: 2.0447, loss: 2.0447, grad_norm: 3.6586 2020-10-10 14:59:24,503 - mmaction - INFO - Epoch [237][620/1413] lr: 8.991e-03, eta: 7:37:49, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5477, top5_acc: 0.7656, loss_cls: 2.0336, loss: 2.0336, grad_norm: 3.6840 2020-10-10 14:59:43,915 - mmaction - INFO - Epoch [237][640/1413] lr: 8.991e-03, eta: 7:37:29, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5359, top5_acc: 0.7505, loss_cls: 2.0887, loss: 2.0887, grad_norm: 3.7319 2020-10-10 15:00:03,412 - mmaction - INFO - Epoch [237][660/1413] lr: 8.991e-03, eta: 7:37:09, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5454, top5_acc: 0.7600, loss_cls: 2.0516, loss: 2.0516, grad_norm: 3.6049 2020-10-10 15:00:23,791 - mmaction - INFO - Epoch [237][680/1413] lr: 8.991e-03, eta: 7:36:49, time: 1.023, data_time: 0.006, memory: 8482, top1_acc: 0.5482, top5_acc: 0.7641, loss_cls: 2.0292, loss: 2.0292, grad_norm: 3.6313 2020-10-10 15:00:43,198 - mmaction - INFO - Epoch [237][700/1413] lr: 8.991e-03, eta: 7:36:29, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5543, top5_acc: 0.7681, loss_cls: 2.0052, loss: 2.0052, grad_norm: 3.6600 2020-10-10 15:01:02,571 - mmaction - INFO - Epoch [237][720/1413] lr: 8.991e-03, eta: 7:36:09, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5383, top5_acc: 0.7596, loss_cls: 2.0472, loss: 2.0472, grad_norm: 3.6957 2020-10-10 15:01:21,951 - mmaction - INFO - Epoch [237][740/1413] lr: 8.991e-03, eta: 7:35:49, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5444, top5_acc: 0.7581, loss_cls: 2.0483, loss: 2.0483, grad_norm: 3.6592 2020-10-10 15:01:41,383 - mmaction - INFO - Epoch [237][760/1413] lr: 8.991e-03, eta: 7:35:29, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5391, top5_acc: 0.7561, loss_cls: 2.0815, loss: 2.0815, grad_norm: 3.6613 2020-10-10 15:02:00,736 - mmaction - INFO - Epoch [237][780/1413] lr: 8.991e-03, eta: 7:35:09, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5361, top5_acc: 0.7576, loss_cls: 2.0672, loss: 2.0672, grad_norm: 3.6752 2020-10-10 15:02:20,101 - mmaction - INFO - Epoch [237][800/1413] lr: 8.991e-03, eta: 7:34:49, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5471, top5_acc: 0.7622, loss_cls: 2.0497, loss: 2.0497, grad_norm: 3.6814 2020-10-10 15:02:39,532 - mmaction - INFO - Epoch [237][820/1413] lr: 8.991e-03, eta: 7:34:29, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5466, top5_acc: 0.7638, loss_cls: 2.0107, loss: 2.0107, grad_norm: 3.6109 2020-10-10 15:02:58,933 - mmaction - INFO - Epoch [237][840/1413] lr: 8.991e-03, eta: 7:34:09, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5444, top5_acc: 0.7563, loss_cls: 2.0722, loss: 2.0722, grad_norm: 3.6563 2020-10-10 15:03:18,270 - mmaction - INFO - Epoch [237][860/1413] lr: 8.991e-03, eta: 7:33:49, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5534, top5_acc: 0.7603, loss_cls: 2.0168, loss: 2.0168, grad_norm: 3.6421 2020-10-10 15:03:37,654 - mmaction - INFO - Epoch [237][880/1413] lr: 8.991e-03, eta: 7:33:29, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5370, top5_acc: 0.7579, loss_cls: 2.0715, loss: 2.0715, grad_norm: 3.6845 2020-10-10 15:03:57,002 - mmaction - INFO - Epoch [237][900/1413] lr: 8.991e-03, eta: 7:33:09, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5432, top5_acc: 0.7602, loss_cls: 2.0358, loss: 2.0358, grad_norm: 3.6399 2020-10-10 15:04:16,341 - mmaction - INFO - Epoch [237][920/1413] lr: 8.991e-03, eta: 7:32:49, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5302, top5_acc: 0.7540, loss_cls: 2.0895, loss: 2.0895, grad_norm: 3.7074 2020-10-10 15:04:35,715 - mmaction - INFO - Epoch [237][940/1413] lr: 8.991e-03, eta: 7:32:29, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5293, top5_acc: 0.7574, loss_cls: 2.0769, loss: 2.0769, grad_norm: 3.7128 2020-10-10 15:04:55,106 - mmaction - INFO - Epoch [237][960/1413] lr: 8.991e-03, eta: 7:32:09, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5380, top5_acc: 0.7536, loss_cls: 2.0650, loss: 2.0650, grad_norm: 3.7141 2020-10-10 15:05:14,488 - mmaction - INFO - Epoch [237][980/1413] lr: 8.991e-03, eta: 7:31:49, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5384, top5_acc: 0.7577, loss_cls: 2.0695, loss: 2.0695, grad_norm: 3.7400 2020-10-10 15:05:33,891 - mmaction - INFO - Epoch [237][1000/1413] lr: 8.991e-03, eta: 7:31:29, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5326, top5_acc: 0.7616, loss_cls: 2.0401, loss: 2.0401, grad_norm: 3.6555 2020-10-10 15:05:53,265 - mmaction - INFO - Epoch [237][1020/1413] lr: 8.991e-03, eta: 7:31:09, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5375, top5_acc: 0.7573, loss_cls: 2.0575, loss: 2.0575, grad_norm: 3.7396 2020-10-10 15:06:12,589 - mmaction - INFO - Epoch [237][1040/1413] lr: 8.991e-03, eta: 7:30:49, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5411, top5_acc: 0.7566, loss_cls: 2.0759, loss: 2.0759, grad_norm: 3.6703 2020-10-10 15:06:31,978 - mmaction - INFO - Epoch [237][1060/1413] lr: 8.991e-03, eta: 7:30:29, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5482, top5_acc: 0.7546, loss_cls: 2.0403, loss: 2.0403, grad_norm: 3.7012 2020-10-10 15:06:51,366 - mmaction - INFO - Epoch [237][1080/1413] lr: 8.991e-03, eta: 7:30:09, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5411, top5_acc: 0.7604, loss_cls: 2.0511, loss: 2.0511, grad_norm: 3.7485 2020-10-10 15:07:10,757 - mmaction - INFO - Epoch [237][1100/1413] lr: 8.991e-03, eta: 7:29:49, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5400, top5_acc: 0.7591, loss_cls: 2.0672, loss: 2.0672, grad_norm: 3.7176 2020-10-10 15:07:30,135 - mmaction - INFO - Epoch [237][1120/1413] lr: 8.991e-03, eta: 7:29:29, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5470, top5_acc: 0.7626, loss_cls: 2.0243, loss: 2.0243, grad_norm: 3.6826 2020-10-10 15:07:49,474 - mmaction - INFO - Epoch [237][1140/1413] lr: 8.991e-03, eta: 7:29:09, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5336, top5_acc: 0.7500, loss_cls: 2.0755, loss: 2.0755, grad_norm: 3.7165 2020-10-10 15:08:08,884 - mmaction - INFO - Epoch [237][1160/1413] lr: 8.991e-03, eta: 7:28:49, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5316, top5_acc: 0.7518, loss_cls: 2.1136, loss: 2.1136, grad_norm: 3.7218 2020-10-10 15:08:28,280 - mmaction - INFO - Epoch [237][1180/1413] lr: 8.991e-03, eta: 7:28:29, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5388, top5_acc: 0.7605, loss_cls: 2.0600, loss: 2.0600, grad_norm: 3.6397 2020-10-10 15:08:47,722 - mmaction - INFO - Epoch [237][1200/1413] lr: 8.991e-03, eta: 7:28:09, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5449, top5_acc: 0.7527, loss_cls: 2.0535, loss: 2.0535, grad_norm: 3.6184 2020-10-10 15:09:07,082 - mmaction - INFO - Epoch [237][1220/1413] lr: 8.991e-03, eta: 7:27:49, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5355, top5_acc: 0.7536, loss_cls: 2.0854, loss: 2.0854, grad_norm: 3.6885 2020-10-10 15:09:26,428 - mmaction - INFO - Epoch [237][1240/1413] lr: 8.991e-03, eta: 7:27:29, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5279, top5_acc: 0.7495, loss_cls: 2.0991, loss: 2.0991, grad_norm: 3.7422 2020-10-10 15:09:45,774 - mmaction - INFO - Epoch [237][1260/1413] lr: 8.991e-03, eta: 7:27:09, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5370, top5_acc: 0.7611, loss_cls: 2.0667, loss: 2.0667, grad_norm: 3.6717 2020-10-10 15:10:05,183 - mmaction - INFO - Epoch [237][1280/1413] lr: 8.991e-03, eta: 7:26:49, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5423, top5_acc: 0.7630, loss_cls: 2.0328, loss: 2.0328, grad_norm: 3.6515 2020-10-10 15:10:24,477 - mmaction - INFO - Epoch [237][1300/1413] lr: 8.991e-03, eta: 7:26:29, time: 0.964, data_time: 0.002, memory: 8482, top1_acc: 0.5419, top5_acc: 0.7583, loss_cls: 2.0630, loss: 2.0630, grad_norm: 3.6997 2020-10-10 15:10:43,899 - mmaction - INFO - Epoch [237][1320/1413] lr: 8.991e-03, eta: 7:26:09, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5323, top5_acc: 0.7572, loss_cls: 2.0930, loss: 2.0930, grad_norm: 3.7490 2020-10-10 15:11:03,303 - mmaction - INFO - Epoch [237][1340/1413] lr: 8.991e-03, eta: 7:25:49, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5434, top5_acc: 0.7559, loss_cls: 2.0814, loss: 2.0814, grad_norm: 3.7430 2020-10-10 15:11:22,659 - mmaction - INFO - Epoch [237][1360/1413] lr: 8.991e-03, eta: 7:25:29, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5426, top5_acc: 0.7600, loss_cls: 2.0669, loss: 2.0669, grad_norm: 3.6763 2020-10-10 15:11:42,060 - mmaction - INFO - Epoch [237][1380/1413] lr: 8.991e-03, eta: 7:25:09, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5365, top5_acc: 0.7492, loss_cls: 2.0954, loss: 2.0954, grad_norm: 3.7348 2020-10-10 15:12:01,472 - mmaction - INFO - Epoch [237][1400/1413] lr: 8.991e-03, eta: 7:24:49, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5357, top5_acc: 0.7592, loss_cls: 2.0402, loss: 2.0402, grad_norm: 3.7034 2020-10-10 15:13:09,021 - mmaction - INFO - Epoch [238][20/1413] lr: 8.118e-03, eta: 7:24:22, time: 2.669, data_time: 1.635, memory: 8482, top1_acc: 0.5478, top5_acc: 0.7645, loss_cls: 2.0253, loss: 2.0253, grad_norm: 3.6603 2020-10-10 15:13:28,327 - mmaction - INFO - Epoch [238][40/1413] lr: 8.118e-03, eta: 7:24:02, time: 0.966, data_time: 0.003, memory: 8482, top1_acc: 0.5551, top5_acc: 0.7708, loss_cls: 1.9753, loss: 1.9753, grad_norm: 3.6778 2020-10-10 15:13:47,638 - mmaction - INFO - Epoch [238][60/1413] lr: 8.118e-03, eta: 7:23:41, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5418, top5_acc: 0.7607, loss_cls: 2.0511, loss: 2.0511, grad_norm: 3.7134 2020-10-10 15:14:07,079 - mmaction - INFO - Epoch [238][80/1413] lr: 8.118e-03, eta: 7:23:21, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5504, top5_acc: 0.7656, loss_cls: 2.0097, loss: 2.0097, grad_norm: 3.6400 2020-10-10 15:14:26,425 - mmaction - INFO - Epoch [238][100/1413] lr: 8.118e-03, eta: 7:23:01, time: 0.965, data_time: 0.001, memory: 8482, top1_acc: 0.5464, top5_acc: 0.7602, loss_cls: 2.0440, loss: 2.0440, grad_norm: 3.6680 2020-10-10 15:14:45,786 - mmaction - INFO - Epoch [238][120/1413] lr: 8.118e-03, eta: 7:22:41, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5533, top5_acc: 0.7654, loss_cls: 2.0115, loss: 2.0115, grad_norm: 3.6673 2020-10-10 15:15:05,186 - mmaction - INFO - Epoch [238][140/1413] lr: 8.118e-03, eta: 7:22:21, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5612, top5_acc: 0.7691, loss_cls: 1.9720, loss: 1.9720, grad_norm: 3.6662 2020-10-10 15:15:24,591 - mmaction - INFO - Epoch [238][160/1413] lr: 8.118e-03, eta: 7:22:01, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5535, top5_acc: 0.7664, loss_cls: 2.0002, loss: 2.0002, grad_norm: 3.6872 2020-10-10 15:15:43,986 - mmaction - INFO - Epoch [238][180/1413] lr: 8.118e-03, eta: 7:21:41, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5418, top5_acc: 0.7556, loss_cls: 2.0692, loss: 2.0692, grad_norm: 3.7208 2020-10-10 15:16:03,374 - mmaction - INFO - Epoch [238][200/1413] lr: 8.118e-03, eta: 7:21:21, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5504, top5_acc: 0.7684, loss_cls: 2.0229, loss: 2.0229, grad_norm: 3.7370 2020-10-10 15:16:22,753 - mmaction - INFO - Epoch [238][220/1413] lr: 8.118e-03, eta: 7:21:01, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5475, top5_acc: 0.7620, loss_cls: 2.0315, loss: 2.0315, grad_norm: 3.7197 2020-10-10 15:16:42,156 - mmaction - INFO - Epoch [238][240/1413] lr: 8.118e-03, eta: 7:20:41, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5525, top5_acc: 0.7612, loss_cls: 2.0118, loss: 2.0118, grad_norm: 3.6939 2020-10-10 15:17:01,492 - mmaction - INFO - Epoch [238][260/1413] lr: 8.118e-03, eta: 7:20:21, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5572, top5_acc: 0.7674, loss_cls: 1.9824, loss: 1.9824, grad_norm: 3.6920 2020-10-10 15:17:20,917 - mmaction - INFO - Epoch [238][280/1413] lr: 8.118e-03, eta: 7:20:01, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5415, top5_acc: 0.7572, loss_cls: 2.0420, loss: 2.0420, grad_norm: 3.6843 2020-10-10 15:17:40,294 - mmaction - INFO - Epoch [238][300/1413] lr: 8.118e-03, eta: 7:19:41, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5380, top5_acc: 0.7576, loss_cls: 2.0618, loss: 2.0618, grad_norm: 3.6927 2020-10-10 15:17:59,660 - mmaction - INFO - Epoch [238][320/1413] lr: 8.118e-03, eta: 7:19:21, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5441, top5_acc: 0.7673, loss_cls: 2.0246, loss: 2.0246, grad_norm: 3.7431 2020-10-10 15:18:19,058 - mmaction - INFO - Epoch [238][340/1413] lr: 8.118e-03, eta: 7:19:01, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5413, top5_acc: 0.7633, loss_cls: 2.0366, loss: 2.0366, grad_norm: 3.7347 2020-10-10 15:18:38,527 - mmaction - INFO - Epoch [238][360/1413] lr: 8.118e-03, eta: 7:18:41, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.5447, top5_acc: 0.7586, loss_cls: 2.0449, loss: 2.0449, grad_norm: 3.7420 2020-10-10 15:18:57,859 - mmaction - INFO - Epoch [238][380/1413] lr: 8.118e-03, eta: 7:18:21, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5370, top5_acc: 0.7577, loss_cls: 2.0777, loss: 2.0777, grad_norm: 3.7292 2020-10-10 15:19:17,263 - mmaction - INFO - Epoch [238][400/1413] lr: 8.118e-03, eta: 7:18:01, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5470, top5_acc: 0.7566, loss_cls: 2.0518, loss: 2.0518, grad_norm: 3.7594 2020-10-10 15:19:36,642 - mmaction - INFO - Epoch [238][420/1413] lr: 8.118e-03, eta: 7:17:41, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5469, top5_acc: 0.7689, loss_cls: 2.0267, loss: 2.0267, grad_norm: 3.7620 2020-10-10 15:19:56,033 - mmaction - INFO - Epoch [238][440/1413] lr: 8.118e-03, eta: 7:17:21, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5488, top5_acc: 0.7647, loss_cls: 2.0188, loss: 2.0188, grad_norm: 3.6999 2020-10-10 15:20:15,453 - mmaction - INFO - Epoch [238][460/1413] lr: 8.118e-03, eta: 7:17:01, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5413, top5_acc: 0.7607, loss_cls: 2.0465, loss: 2.0465, grad_norm: 3.7222 2020-10-10 15:20:34,801 - mmaction - INFO - Epoch [238][480/1413] lr: 8.118e-03, eta: 7:16:41, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5495, top5_acc: 0.7621, loss_cls: 2.0202, loss: 2.0202, grad_norm: 3.7233 2020-10-10 15:20:54,197 - mmaction - INFO - Epoch [238][500/1413] lr: 8.118e-03, eta: 7:16:21, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5477, top5_acc: 0.7639, loss_cls: 2.0361, loss: 2.0361, grad_norm: 3.7024 2020-10-10 15:21:13,523 - mmaction - INFO - Epoch [238][520/1413] lr: 8.118e-03, eta: 7:16:01, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5466, top5_acc: 0.7547, loss_cls: 2.0591, loss: 2.0591, grad_norm: 3.7018 2020-10-10 15:21:32,876 - mmaction - INFO - Epoch [238][540/1413] lr: 8.118e-03, eta: 7:15:41, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5527, top5_acc: 0.7663, loss_cls: 1.9942, loss: 1.9942, grad_norm: 3.6680 2020-10-10 15:21:52,212 - mmaction - INFO - Epoch [238][560/1413] lr: 8.118e-03, eta: 7:15:21, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5449, top5_acc: 0.7625, loss_cls: 2.0450, loss: 2.0450, grad_norm: 3.7614 2020-10-10 15:22:11,624 - mmaction - INFO - Epoch [238][580/1413] lr: 8.118e-03, eta: 7:15:01, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5598, top5_acc: 0.7688, loss_cls: 1.9931, loss: 1.9931, grad_norm: 3.6447 2020-10-10 15:22:31,003 - mmaction - INFO - Epoch [238][600/1413] lr: 8.118e-03, eta: 7:14:41, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5363, top5_acc: 0.7577, loss_cls: 2.0546, loss: 2.0546, grad_norm: 3.7734 2020-10-10 15:22:50,392 - mmaction - INFO - Epoch [238][620/1413] lr: 8.118e-03, eta: 7:14:21, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5510, top5_acc: 0.7594, loss_cls: 2.0380, loss: 2.0380, grad_norm: 3.7341 2020-10-10 15:23:09,829 - mmaction - INFO - Epoch [238][640/1413] lr: 8.118e-03, eta: 7:14:01, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5383, top5_acc: 0.7507, loss_cls: 2.0835, loss: 2.0835, grad_norm: 3.7480 2020-10-10 15:23:29,259 - mmaction - INFO - Epoch [238][660/1413] lr: 8.118e-03, eta: 7:13:41, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5495, top5_acc: 0.7560, loss_cls: 2.0468, loss: 2.0468, grad_norm: 3.7481 2020-10-10 15:23:48,658 - mmaction - INFO - Epoch [238][680/1413] lr: 8.118e-03, eta: 7:13:21, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5372, top5_acc: 0.7564, loss_cls: 2.0787, loss: 2.0787, grad_norm: 3.7640 2020-10-10 15:24:08,003 - mmaction - INFO - Epoch [238][700/1413] lr: 8.118e-03, eta: 7:13:01, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5497, top5_acc: 0.7651, loss_cls: 2.0054, loss: 2.0054, grad_norm: 3.7547 2020-10-10 15:24:27,400 - mmaction - INFO - Epoch [238][720/1413] lr: 8.118e-03, eta: 7:12:41, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5536, top5_acc: 0.7733, loss_cls: 1.9911, loss: 1.9911, grad_norm: 3.7148 2020-10-10 15:24:46,787 - mmaction - INFO - Epoch [238][740/1413] lr: 8.118e-03, eta: 7:12:21, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5400, top5_acc: 0.7599, loss_cls: 2.0313, loss: 2.0313, grad_norm: 3.7272 2020-10-10 15:25:06,196 - mmaction - INFO - Epoch [238][760/1413] lr: 8.118e-03, eta: 7:12:01, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5473, top5_acc: 0.7611, loss_cls: 2.0235, loss: 2.0235, grad_norm: 3.6989 2020-10-10 15:25:25,596 - mmaction - INFO - Epoch [238][780/1413] lr: 8.118e-03, eta: 7:11:41, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5393, top5_acc: 0.7547, loss_cls: 2.0458, loss: 2.0458, grad_norm: 3.6826 2020-10-10 15:25:44,909 - mmaction - INFO - Epoch [238][800/1413] lr: 8.118e-03, eta: 7:11:21, time: 0.965, data_time: 0.001, memory: 8482, top1_acc: 0.5437, top5_acc: 0.7637, loss_cls: 2.0184, loss: 2.0184, grad_norm: 3.7346 2020-10-10 15:26:04,315 - mmaction - INFO - Epoch [238][820/1413] lr: 8.118e-03, eta: 7:11:01, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5438, top5_acc: 0.7622, loss_cls: 2.0142, loss: 2.0142, grad_norm: 3.7307 2020-10-10 15:26:23,679 - mmaction - INFO - Epoch [238][840/1413] lr: 8.118e-03, eta: 7:10:41, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5543, top5_acc: 0.7646, loss_cls: 2.0039, loss: 2.0039, grad_norm: 3.7393 2020-10-10 15:26:43,081 - mmaction - INFO - Epoch [238][860/1413] lr: 8.118e-03, eta: 7:10:21, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5395, top5_acc: 0.7548, loss_cls: 2.0615, loss: 2.0615, grad_norm: 3.8040 2020-10-10 15:27:02,470 - mmaction - INFO - Epoch [238][880/1413] lr: 8.118e-03, eta: 7:10:01, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5344, top5_acc: 0.7581, loss_cls: 2.0896, loss: 2.0896, grad_norm: 3.7790 2020-10-10 15:27:21,884 - mmaction - INFO - Epoch [238][900/1413] lr: 8.118e-03, eta: 7:09:41, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5451, top5_acc: 0.7553, loss_cls: 2.0589, loss: 2.0589, grad_norm: 3.6886 2020-10-10 15:27:41,216 - mmaction - INFO - Epoch [238][920/1413] lr: 8.118e-03, eta: 7:09:21, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5435, top5_acc: 0.7608, loss_cls: 2.0489, loss: 2.0489, grad_norm: 3.7274 2020-10-10 15:28:00,625 - mmaction - INFO - Epoch [238][940/1413] lr: 8.118e-03, eta: 7:09:01, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5501, top5_acc: 0.7647, loss_cls: 2.0130, loss: 2.0130, grad_norm: 3.7196 2020-10-10 15:28:20,065 - mmaction - INFO - Epoch [238][960/1413] lr: 8.118e-03, eta: 7:08:41, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5444, top5_acc: 0.7699, loss_cls: 2.0310, loss: 2.0310, grad_norm: 3.7704 2020-10-10 15:28:39,448 - mmaction - INFO - Epoch [238][980/1413] lr: 8.118e-03, eta: 7:08:21, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5486, top5_acc: 0.7596, loss_cls: 2.0369, loss: 2.0369, grad_norm: 3.7725 2020-10-10 15:28:58,836 - mmaction - INFO - Epoch [238][1000/1413] lr: 8.118e-03, eta: 7:08:01, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5480, top5_acc: 0.7656, loss_cls: 1.9992, loss: 1.9992, grad_norm: 3.6992 2020-10-10 15:29:18,148 - mmaction - INFO - Epoch [238][1020/1413] lr: 8.118e-03, eta: 7:07:41, time: 0.965, data_time: 0.001, memory: 8482, top1_acc: 0.5449, top5_acc: 0.7592, loss_cls: 2.0534, loss: 2.0534, grad_norm: 3.7319 2020-10-10 15:29:37,575 - mmaction - INFO - Epoch [238][1040/1413] lr: 8.118e-03, eta: 7:07:21, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5443, top5_acc: 0.7615, loss_cls: 2.0283, loss: 2.0283, grad_norm: 3.7568 2020-10-10 15:29:56,976 - mmaction - INFO - Epoch [238][1060/1413] lr: 8.118e-03, eta: 7:07:01, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5393, top5_acc: 0.7609, loss_cls: 2.0692, loss: 2.0692, grad_norm: 3.8023 2020-10-10 15:30:16,358 - mmaction - INFO - Epoch [238][1080/1413] lr: 8.118e-03, eta: 7:06:41, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5404, top5_acc: 0.7549, loss_cls: 2.0756, loss: 2.0756, grad_norm: 3.7968 2020-10-10 15:30:35,760 - mmaction - INFO - Epoch [238][1100/1413] lr: 8.118e-03, eta: 7:06:21, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5372, top5_acc: 0.7514, loss_cls: 2.1035, loss: 2.1035, grad_norm: 3.8369 2020-10-10 15:30:55,118 - mmaction - INFO - Epoch [238][1120/1413] lr: 8.118e-03, eta: 7:06:01, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5368, top5_acc: 0.7534, loss_cls: 2.0947, loss: 2.0947, grad_norm: 3.7953 2020-10-10 15:31:14,484 - mmaction - INFO - Epoch [238][1140/1413] lr: 8.118e-03, eta: 7:05:41, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5467, top5_acc: 0.7587, loss_cls: 2.0441, loss: 2.0441, grad_norm: 3.7794 2020-10-10 15:31:33,906 - mmaction - INFO - Epoch [238][1160/1413] lr: 8.118e-03, eta: 7:05:21, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5404, top5_acc: 0.7551, loss_cls: 2.0731, loss: 2.0731, grad_norm: 3.8072 2020-10-10 15:31:53,222 - mmaction - INFO - Epoch [238][1180/1413] lr: 8.118e-03, eta: 7:05:01, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.5367, top5_acc: 0.7561, loss_cls: 2.0636, loss: 2.0636, grad_norm: 3.7847 2020-10-10 15:32:12,592 - mmaction - INFO - Epoch [238][1200/1413] lr: 8.118e-03, eta: 7:04:41, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5411, top5_acc: 0.7658, loss_cls: 2.0471, loss: 2.0471, grad_norm: 3.7600 2020-10-10 15:32:31,984 - mmaction - INFO - Epoch [238][1220/1413] lr: 8.118e-03, eta: 7:04:21, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5471, top5_acc: 0.7659, loss_cls: 2.0183, loss: 2.0183, grad_norm: 3.7099 2020-10-10 15:32:51,387 - mmaction - INFO - Epoch [238][1240/1413] lr: 8.118e-03, eta: 7:04:01, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5397, top5_acc: 0.7579, loss_cls: 2.0676, loss: 2.0676, grad_norm: 3.7972 2020-10-10 15:33:10,815 - mmaction - INFO - Epoch [238][1260/1413] lr: 8.118e-03, eta: 7:03:41, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5342, top5_acc: 0.7603, loss_cls: 2.0764, loss: 2.0764, grad_norm: 3.8295 2020-10-10 15:33:30,220 - mmaction - INFO - Epoch [238][1280/1413] lr: 8.118e-03, eta: 7:03:21, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5379, top5_acc: 0.7531, loss_cls: 2.0884, loss: 2.0884, grad_norm: 3.7997 2020-10-10 15:33:49,563 - mmaction - INFO - Epoch [238][1300/1413] lr: 8.118e-03, eta: 7:03:01, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.5374, top5_acc: 0.7542, loss_cls: 2.0880, loss: 2.0880, grad_norm: 3.7572 2020-10-10 15:34:08,928 - mmaction - INFO - Epoch [238][1320/1413] lr: 8.118e-03, eta: 7:02:41, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5546, top5_acc: 0.7680, loss_cls: 2.0025, loss: 2.0025, grad_norm: 3.6865 2020-10-10 15:34:28,346 - mmaction - INFO - Epoch [238][1340/1413] lr: 8.118e-03, eta: 7:02:21, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5404, top5_acc: 0.7630, loss_cls: 2.0344, loss: 2.0344, grad_norm: 3.7998 2020-10-10 15:34:47,725 - mmaction - INFO - Epoch [238][1360/1413] lr: 8.118e-03, eta: 7:02:01, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5507, top5_acc: 0.7635, loss_cls: 2.0143, loss: 2.0143, grad_norm: 3.7395 2020-10-10 15:35:07,060 - mmaction - INFO - Epoch [238][1380/1413] lr: 8.118e-03, eta: 7:01:41, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5449, top5_acc: 0.7638, loss_cls: 2.0326, loss: 2.0326, grad_norm: 3.7594 2020-10-10 15:35:26,408 - mmaction - INFO - Epoch [238][1400/1413] lr: 8.118e-03, eta: 7:01:21, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5493, top5_acc: 0.7611, loss_cls: 2.0201, loss: 2.0201, grad_norm: 3.7857 2020-10-10 15:36:30,695 - mmaction - INFO - Epoch [239][20/1413] lr: 7.289e-03, eta: 7:00:53, time: 2.568, data_time: 1.585, memory: 8482, top1_acc: 0.5451, top5_acc: 0.7659, loss_cls: 1.9980, loss: 1.9980, grad_norm: 3.7288 2020-10-10 15:36:50,001 - mmaction - INFO - Epoch [239][40/1413] lr: 7.289e-03, eta: 7:00:33, time: 0.966, data_time: 0.003, memory: 8482, top1_acc: 0.5496, top5_acc: 0.7576, loss_cls: 2.0315, loss: 2.0315, grad_norm: 3.7493 2020-10-10 15:37:09,354 - mmaction - INFO - Epoch [239][60/1413] lr: 7.289e-03, eta: 7:00:13, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5569, top5_acc: 0.7660, loss_cls: 2.0095, loss: 2.0095, grad_norm: 3.7202 2020-10-10 15:37:28,650 - mmaction - INFO - Epoch [239][80/1413] lr: 7.289e-03, eta: 6:59:53, time: 0.965, data_time: 0.003, memory: 8482, top1_acc: 0.5500, top5_acc: 0.7642, loss_cls: 2.0249, loss: 2.0249, grad_norm: 3.7239 2020-10-10 15:37:48,048 - mmaction - INFO - Epoch [239][100/1413] lr: 7.289e-03, eta: 6:59:33, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5447, top5_acc: 0.7674, loss_cls: 2.0276, loss: 2.0276, grad_norm: 3.7604 2020-10-10 15:38:07,419 - mmaction - INFO - Epoch [239][120/1413] lr: 7.289e-03, eta: 6:59:13, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5516, top5_acc: 0.7677, loss_cls: 2.0024, loss: 2.0024, grad_norm: 3.7450 2020-10-10 15:38:26,761 - mmaction - INFO - Epoch [239][140/1413] lr: 7.289e-03, eta: 6:58:53, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5490, top5_acc: 0.7621, loss_cls: 2.0097, loss: 2.0097, grad_norm: 3.7854 2020-10-10 15:38:46,166 - mmaction - INFO - Epoch [239][160/1413] lr: 7.289e-03, eta: 6:58:33, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5501, top5_acc: 0.7656, loss_cls: 2.0118, loss: 2.0118, grad_norm: 3.7395 2020-10-10 15:39:05,498 - mmaction - INFO - Epoch [239][180/1413] lr: 7.289e-03, eta: 6:58:13, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5415, top5_acc: 0.7704, loss_cls: 2.0150, loss: 2.0150, grad_norm: 3.7945 2020-10-10 15:39:24,852 - mmaction - INFO - Epoch [239][200/1413] lr: 7.289e-03, eta: 6:57:53, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5573, top5_acc: 0.7690, loss_cls: 2.0052, loss: 2.0052, grad_norm: 3.8107 2020-10-10 15:39:44,203 - mmaction - INFO - Epoch [239][220/1413] lr: 7.289e-03, eta: 6:57:33, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5374, top5_acc: 0.7663, loss_cls: 2.0167, loss: 2.0167, grad_norm: 3.7765 2020-10-10 15:40:03,554 - mmaction - INFO - Epoch [239][240/1413] lr: 7.289e-03, eta: 6:57:13, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5529, top5_acc: 0.7712, loss_cls: 1.9944, loss: 1.9944, grad_norm: 3.7718 2020-10-10 15:40:22,878 - mmaction - INFO - Epoch [239][260/1413] lr: 7.289e-03, eta: 6:56:53, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5540, top5_acc: 0.7589, loss_cls: 2.0294, loss: 2.0294, grad_norm: 3.7966 2020-10-10 15:40:42,263 - mmaction - INFO - Epoch [239][280/1413] lr: 7.289e-03, eta: 6:56:33, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5514, top5_acc: 0.7646, loss_cls: 2.0136, loss: 2.0136, grad_norm: 3.7362 2020-10-10 15:41:01,646 - mmaction - INFO - Epoch [239][300/1413] lr: 7.289e-03, eta: 6:56:13, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5553, top5_acc: 0.7724, loss_cls: 1.9789, loss: 1.9789, grad_norm: 3.8074 2020-10-10 15:41:21,004 - mmaction - INFO - Epoch [239][320/1413] lr: 7.289e-03, eta: 6:55:53, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5499, top5_acc: 0.7699, loss_cls: 2.0070, loss: 2.0070, grad_norm: 3.7928 2020-10-10 15:41:40,340 - mmaction - INFO - Epoch [239][340/1413] lr: 7.289e-03, eta: 6:55:33, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5544, top5_acc: 0.7702, loss_cls: 1.9820, loss: 1.9820, grad_norm: 3.7287 2020-10-10 15:41:59,783 - mmaction - INFO - Epoch [239][360/1413] lr: 7.289e-03, eta: 6:55:13, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5486, top5_acc: 0.7656, loss_cls: 2.0136, loss: 2.0136, grad_norm: 3.7955 2020-10-10 15:42:19,199 - mmaction - INFO - Epoch [239][380/1413] lr: 7.289e-03, eta: 6:54:53, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5577, top5_acc: 0.7766, loss_cls: 1.9869, loss: 1.9869, grad_norm: 3.7585 2020-10-10 15:42:38,556 - mmaction - INFO - Epoch [239][400/1413] lr: 7.289e-03, eta: 6:54:33, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5322, top5_acc: 0.7585, loss_cls: 2.0725, loss: 2.0725, grad_norm: 3.8887 2020-10-10 15:42:57,929 - mmaction - INFO - Epoch [239][420/1413] lr: 7.289e-03, eta: 6:54:13, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5434, top5_acc: 0.7572, loss_cls: 2.0564, loss: 2.0564, grad_norm: 3.8267 2020-10-10 15:43:17,269 - mmaction - INFO - Epoch [239][440/1413] lr: 7.289e-03, eta: 6:53:53, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5496, top5_acc: 0.7668, loss_cls: 2.0161, loss: 2.0161, grad_norm: 3.7394 2020-10-10 15:43:36,645 - mmaction - INFO - Epoch [239][460/1413] lr: 7.289e-03, eta: 6:53:33, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5466, top5_acc: 0.7574, loss_cls: 2.0402, loss: 2.0402, grad_norm: 3.7455 2020-10-10 15:43:56,089 - mmaction - INFO - Epoch [239][480/1413] lr: 7.289e-03, eta: 6:53:13, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5531, top5_acc: 0.7660, loss_cls: 2.0181, loss: 2.0181, grad_norm: 3.7680 2020-10-10 15:44:15,468 - mmaction - INFO - Epoch [239][500/1413] lr: 7.289e-03, eta: 6:52:53, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5470, top5_acc: 0.7598, loss_cls: 2.0492, loss: 2.0492, grad_norm: 3.7624 2020-10-10 15:44:34,828 - mmaction - INFO - Epoch [239][520/1413] lr: 7.289e-03, eta: 6:52:33, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5544, top5_acc: 0.7677, loss_cls: 1.9985, loss: 1.9985, grad_norm: 3.7846 2020-10-10 15:44:54,180 - mmaction - INFO - Epoch [239][540/1413] lr: 7.289e-03, eta: 6:52:13, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5484, top5_acc: 0.7628, loss_cls: 2.0333, loss: 2.0333, grad_norm: 3.8779 2020-10-10 15:45:13,651 - mmaction - INFO - Epoch [239][560/1413] lr: 7.289e-03, eta: 6:51:53, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.5543, top5_acc: 0.7708, loss_cls: 1.9824, loss: 1.9824, grad_norm: 3.8048 2020-10-10 15:45:33,046 - mmaction - INFO - Epoch [239][580/1413] lr: 7.289e-03, eta: 6:51:33, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5505, top5_acc: 0.7685, loss_cls: 1.9933, loss: 1.9933, grad_norm: 3.8018 2020-10-10 15:45:52,454 - mmaction - INFO - Epoch [239][600/1413] lr: 7.289e-03, eta: 6:51:13, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5484, top5_acc: 0.7667, loss_cls: 2.0028, loss: 2.0028, grad_norm: 3.7933 2020-10-10 15:46:11,818 - mmaction - INFO - Epoch [239][620/1413] lr: 7.289e-03, eta: 6:50:53, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5413, top5_acc: 0.7522, loss_cls: 2.0836, loss: 2.0836, grad_norm: 3.8701 2020-10-10 15:46:31,216 - mmaction - INFO - Epoch [239][640/1413] lr: 7.289e-03, eta: 6:50:33, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5569, top5_acc: 0.7652, loss_cls: 1.9962, loss: 1.9962, grad_norm: 3.7409 2020-10-10 15:46:50,578 - mmaction - INFO - Epoch [239][660/1413] lr: 7.289e-03, eta: 6:50:13, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5469, top5_acc: 0.7617, loss_cls: 2.0171, loss: 2.0171, grad_norm: 3.7124 2020-10-10 15:47:09,941 - mmaction - INFO - Epoch [239][680/1413] lr: 7.289e-03, eta: 6:49:53, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5572, top5_acc: 0.7742, loss_cls: 1.9651, loss: 1.9651, grad_norm: 3.7661 2020-10-10 15:47:29,273 - mmaction - INFO - Epoch [239][700/1413] lr: 7.289e-03, eta: 6:49:33, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5421, top5_acc: 0.7617, loss_cls: 2.0337, loss: 2.0337, grad_norm: 3.8278 2020-10-10 15:47:48,579 - mmaction - INFO - Epoch [239][720/1413] lr: 7.289e-03, eta: 6:49:13, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.5538, top5_acc: 0.7646, loss_cls: 1.9999, loss: 1.9999, grad_norm: 3.7612 2020-10-10 15:48:08,006 - mmaction - INFO - Epoch [239][740/1413] lr: 7.289e-03, eta: 6:48:53, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5493, top5_acc: 0.7641, loss_cls: 2.0059, loss: 2.0059, grad_norm: 3.8028 2020-10-10 15:48:27,384 - mmaction - INFO - Epoch [239][760/1413] lr: 7.289e-03, eta: 6:48:33, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5507, top5_acc: 0.7621, loss_cls: 2.0276, loss: 2.0276, grad_norm: 3.8097 2020-10-10 15:48:46,704 - mmaction - INFO - Epoch [239][780/1413] lr: 7.289e-03, eta: 6:48:13, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.5500, top5_acc: 0.7672, loss_cls: 2.0143, loss: 2.0143, grad_norm: 3.7963 2020-10-10 15:49:06,087 - mmaction - INFO - Epoch [239][800/1413] lr: 7.289e-03, eta: 6:47:53, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5465, top5_acc: 0.7656, loss_cls: 2.0096, loss: 2.0096, grad_norm: 3.7615 2020-10-10 15:49:25,490 - mmaction - INFO - Epoch [239][820/1413] lr: 7.289e-03, eta: 6:47:33, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5490, top5_acc: 0.7630, loss_cls: 2.0244, loss: 2.0244, grad_norm: 3.7755 2020-10-10 15:49:44,947 - mmaction - INFO - Epoch [239][840/1413] lr: 7.289e-03, eta: 6:47:13, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5457, top5_acc: 0.7714, loss_cls: 2.0136, loss: 2.0136, grad_norm: 3.8320 2020-10-10 15:50:04,326 - mmaction - INFO - Epoch [239][860/1413] lr: 7.289e-03, eta: 6:46:53, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5467, top5_acc: 0.7661, loss_cls: 2.0110, loss: 2.0110, grad_norm: 3.7766 2020-10-10 15:50:23,660 - mmaction - INFO - Epoch [239][880/1413] lr: 7.289e-03, eta: 6:46:33, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5555, top5_acc: 0.7642, loss_cls: 2.0067, loss: 2.0067, grad_norm: 3.7318 2020-10-10 15:50:43,064 - mmaction - INFO - Epoch [239][900/1413] lr: 7.289e-03, eta: 6:46:13, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5501, top5_acc: 0.7634, loss_cls: 2.0144, loss: 2.0144, grad_norm: 3.7930 2020-10-10 15:51:02,407 - mmaction - INFO - Epoch [239][920/1413] lr: 7.289e-03, eta: 6:45:53, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5613, top5_acc: 0.7703, loss_cls: 1.9609, loss: 1.9609, grad_norm: 3.6880 2020-10-10 15:51:21,781 - mmaction - INFO - Epoch [239][940/1413] lr: 7.289e-03, eta: 6:45:33, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5462, top5_acc: 0.7661, loss_cls: 2.0156, loss: 2.0156, grad_norm: 3.8214 2020-10-10 15:51:41,166 - mmaction - INFO - Epoch [239][960/1413] lr: 7.289e-03, eta: 6:45:13, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5410, top5_acc: 0.7607, loss_cls: 2.0547, loss: 2.0547, grad_norm: 3.8451 2020-10-10 15:52:00,530 - mmaction - INFO - Epoch [239][980/1413] lr: 7.289e-03, eta: 6:44:53, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5469, top5_acc: 0.7633, loss_cls: 2.0345, loss: 2.0345, grad_norm: 3.8060 2020-10-10 15:52:19,893 - mmaction - INFO - Epoch [239][1000/1413] lr: 7.289e-03, eta: 6:44:33, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5522, top5_acc: 0.7648, loss_cls: 1.9972, loss: 1.9972, grad_norm: 3.7646 2020-10-10 15:52:39,267 - mmaction - INFO - Epoch [239][1020/1413] lr: 7.289e-03, eta: 6:44:13, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5448, top5_acc: 0.7658, loss_cls: 2.0254, loss: 2.0254, grad_norm: 3.8784 2020-10-10 15:52:58,569 - mmaction - INFO - Epoch [239][1040/1413] lr: 7.289e-03, eta: 6:43:53, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.5451, top5_acc: 0.7618, loss_cls: 2.0250, loss: 2.0250, grad_norm: 3.8250 2020-10-10 15:53:17,974 - mmaction - INFO - Epoch [239][1060/1413] lr: 7.289e-03, eta: 6:43:33, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5404, top5_acc: 0.7553, loss_cls: 2.0616, loss: 2.0616, grad_norm: 3.8600 2020-10-10 15:53:37,322 - mmaction - INFO - Epoch [239][1080/1413] lr: 7.289e-03, eta: 6:43:13, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5316, top5_acc: 0.7546, loss_cls: 2.0849, loss: 2.0849, grad_norm: 3.9108 2020-10-10 15:53:56,748 - mmaction - INFO - Epoch [239][1100/1413] lr: 7.289e-03, eta: 6:42:53, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5521, top5_acc: 0.7669, loss_cls: 2.0124, loss: 2.0124, grad_norm: 3.8366 2020-10-10 15:54:16,086 - mmaction - INFO - Epoch [239][1120/1413] lr: 7.289e-03, eta: 6:42:33, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.5547, top5_acc: 0.7648, loss_cls: 2.0126, loss: 2.0126, grad_norm: 3.7875 2020-10-10 15:54:35,479 - mmaction - INFO - Epoch [239][1140/1413] lr: 7.289e-03, eta: 6:42:13, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5440, top5_acc: 0.7645, loss_cls: 2.0122, loss: 2.0122, grad_norm: 3.7813 2020-10-10 15:54:54,896 - mmaction - INFO - Epoch [239][1160/1413] lr: 7.289e-03, eta: 6:41:53, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5462, top5_acc: 0.7646, loss_cls: 2.0333, loss: 2.0333, grad_norm: 3.7839 2020-10-10 15:55:14,261 - mmaction - INFO - Epoch [239][1180/1413] lr: 7.289e-03, eta: 6:41:33, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5594, top5_acc: 0.7702, loss_cls: 1.9781, loss: 1.9781, grad_norm: 3.7620 2020-10-10 15:55:33,671 - mmaction - INFO - Epoch [239][1200/1413] lr: 7.289e-03, eta: 6:41:14, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5658, top5_acc: 0.7685, loss_cls: 1.9789, loss: 1.9789, grad_norm: 3.7616 2020-10-10 15:55:53,013 - mmaction - INFO - Epoch [239][1220/1413] lr: 7.289e-03, eta: 6:40:54, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5536, top5_acc: 0.7711, loss_cls: 1.9882, loss: 1.9882, grad_norm: 3.7963 2020-10-10 15:56:12,388 - mmaction - INFO - Epoch [239][1240/1413] lr: 7.289e-03, eta: 6:40:34, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5492, top5_acc: 0.7621, loss_cls: 2.0325, loss: 2.0325, grad_norm: 3.8855 2020-10-10 15:56:31,726 - mmaction - INFO - Epoch [239][1260/1413] lr: 7.289e-03, eta: 6:40:14, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5530, top5_acc: 0.7600, loss_cls: 2.0367, loss: 2.0367, grad_norm: 3.8685 2020-10-10 15:56:51,102 - mmaction - INFO - Epoch [239][1280/1413] lr: 7.289e-03, eta: 6:39:54, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5350, top5_acc: 0.7543, loss_cls: 2.0674, loss: 2.0674, grad_norm: 3.8980 2020-10-10 15:57:10,464 - mmaction - INFO - Epoch [239][1300/1413] lr: 7.289e-03, eta: 6:39:34, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5568, top5_acc: 0.7733, loss_cls: 1.9911, loss: 1.9911, grad_norm: 3.8866 2020-10-10 15:57:29,820 - mmaction - INFO - Epoch [239][1320/1413] lr: 7.289e-03, eta: 6:39:14, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5509, top5_acc: 0.7641, loss_cls: 2.0111, loss: 2.0111, grad_norm: 3.8096 2020-10-10 15:57:49,191 - mmaction - INFO - Epoch [239][1340/1413] lr: 7.289e-03, eta: 6:38:54, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5488, top5_acc: 0.7626, loss_cls: 2.0272, loss: 2.0272, grad_norm: 3.8550 2020-10-10 15:58:08,601 - mmaction - INFO - Epoch [239][1360/1413] lr: 7.289e-03, eta: 6:38:34, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5539, top5_acc: 0.7634, loss_cls: 2.0043, loss: 2.0043, grad_norm: 3.8505 2020-10-10 15:58:27,953 - mmaction - INFO - Epoch [239][1380/1413] lr: 7.289e-03, eta: 6:38:14, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5512, top5_acc: 0.7717, loss_cls: 1.9878, loss: 1.9878, grad_norm: 3.8098 2020-10-10 15:58:47,327 - mmaction - INFO - Epoch [239][1400/1413] lr: 7.289e-03, eta: 6:37:54, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5344, top5_acc: 0.7635, loss_cls: 2.0531, loss: 2.0531, grad_norm: 3.8526 2020-10-10 15:59:51,003 - mmaction - INFO - Epoch [240][20/1413] lr: 6.505e-03, eta: 6:37:25, time: 2.534, data_time: 1.563, memory: 8482, top1_acc: 0.5497, top5_acc: 0.7676, loss_cls: 2.0058, loss: 2.0058, grad_norm: 3.8139 2020-10-10 16:00:11,703 - mmaction - INFO - Epoch [240][40/1413] lr: 6.505e-03, eta: 6:37:05, time: 1.036, data_time: 0.003, memory: 8482, top1_acc: 0.5483, top5_acc: 0.7650, loss_cls: 2.0071, loss: 2.0071, grad_norm: 3.8537 2020-10-10 16:00:31,006 - mmaction - INFO - Epoch [240][60/1413] lr: 6.505e-03, eta: 6:36:45, time: 0.964, data_time: 0.002, memory: 8482, top1_acc: 0.5536, top5_acc: 0.7676, loss_cls: 2.0087, loss: 2.0087, grad_norm: 3.8106 2020-10-10 16:00:50,361 - mmaction - INFO - Epoch [240][80/1413] lr: 6.505e-03, eta: 6:36:25, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5602, top5_acc: 0.7703, loss_cls: 1.9937, loss: 1.9937, grad_norm: 3.8279 2020-10-10 16:01:09,647 - mmaction - INFO - Epoch [240][100/1413] lr: 6.505e-03, eta: 6:36:05, time: 0.963, data_time: 0.002, memory: 8482, top1_acc: 0.5509, top5_acc: 0.7716, loss_cls: 1.9851, loss: 1.9851, grad_norm: 3.8452 2020-10-10 16:01:29,088 - mmaction - INFO - Epoch [240][120/1413] lr: 6.505e-03, eta: 6:35:45, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.5583, top5_acc: 0.7724, loss_cls: 1.9642, loss: 1.9642, grad_norm: 3.8031 2020-10-10 16:01:48,471 - mmaction - INFO - Epoch [240][140/1413] lr: 6.505e-03, eta: 6:35:25, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5600, top5_acc: 0.7673, loss_cls: 1.9790, loss: 1.9790, grad_norm: 3.8143 2020-10-10 16:02:07,886 - mmaction - INFO - Epoch [240][160/1413] lr: 6.505e-03, eta: 6:35:06, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5516, top5_acc: 0.7668, loss_cls: 2.0082, loss: 2.0082, grad_norm: 3.8147 2020-10-10 16:02:27,322 - mmaction - INFO - Epoch [240][180/1413] lr: 6.505e-03, eta: 6:34:46, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5487, top5_acc: 0.7667, loss_cls: 2.0056, loss: 2.0056, grad_norm: 3.8235 2020-10-10 16:02:46,728 - mmaction - INFO - Epoch [240][200/1413] lr: 6.505e-03, eta: 6:34:26, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5673, top5_acc: 0.7770, loss_cls: 1.9271, loss: 1.9271, grad_norm: 3.7803 2020-10-10 16:03:06,132 - mmaction - INFO - Epoch [240][220/1413] lr: 6.505e-03, eta: 6:34:06, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5517, top5_acc: 0.7622, loss_cls: 2.0093, loss: 2.0093, grad_norm: 3.8898 2020-10-10 16:03:25,462 - mmaction - INFO - Epoch [240][240/1413] lr: 6.505e-03, eta: 6:33:46, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.5608, top5_acc: 0.7757, loss_cls: 1.9554, loss: 1.9554, grad_norm: 3.7928 2020-10-10 16:03:44,812 - mmaction - INFO - Epoch [240][260/1413] lr: 6.505e-03, eta: 6:33:26, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5525, top5_acc: 0.7686, loss_cls: 1.9953, loss: 1.9953, grad_norm: 3.8611 2020-10-10 16:04:04,184 - mmaction - INFO - Epoch [240][280/1413] lr: 6.505e-03, eta: 6:33:06, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5605, top5_acc: 0.7650, loss_cls: 1.9983, loss: 1.9983, grad_norm: 3.8277 2020-10-10 16:04:23,564 - mmaction - INFO - Epoch [240][300/1413] lr: 6.505e-03, eta: 6:32:46, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5501, top5_acc: 0.7629, loss_cls: 1.9942, loss: 1.9942, grad_norm: 3.8341 2020-10-10 16:04:43,000 - mmaction - INFO - Epoch [240][320/1413] lr: 6.505e-03, eta: 6:32:26, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5548, top5_acc: 0.7708, loss_cls: 1.9965, loss: 1.9965, grad_norm: 3.8645 2020-10-10 16:05:02,413 - mmaction - INFO - Epoch [240][340/1413] lr: 6.505e-03, eta: 6:32:06, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5529, top5_acc: 0.7633, loss_cls: 1.9777, loss: 1.9777, grad_norm: 3.8748 2020-10-10 16:05:21,823 - mmaction - INFO - Epoch [240][360/1413] lr: 6.505e-03, eta: 6:31:46, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5557, top5_acc: 0.7736, loss_cls: 1.9867, loss: 1.9867, grad_norm: 3.8684 2020-10-10 16:05:41,200 - mmaction - INFO - Epoch [240][380/1413] lr: 6.505e-03, eta: 6:31:26, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5427, top5_acc: 0.7680, loss_cls: 2.0100, loss: 2.0100, grad_norm: 3.8419 2020-10-10 16:06:00,603 - mmaction - INFO - Epoch [240][400/1413] lr: 6.505e-03, eta: 6:31:06, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5560, top5_acc: 0.7710, loss_cls: 1.9656, loss: 1.9656, grad_norm: 3.8545 2020-10-10 16:06:20,063 - mmaction - INFO - Epoch [240][420/1413] lr: 6.505e-03, eta: 6:30:46, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.5552, top5_acc: 0.7671, loss_cls: 1.9776, loss: 1.9776, grad_norm: 3.8051 2020-10-10 16:06:39,456 - mmaction - INFO - Epoch [240][440/1413] lr: 6.505e-03, eta: 6:30:26, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5495, top5_acc: 0.7581, loss_cls: 2.0436, loss: 2.0436, grad_norm: 3.8154 2020-10-10 16:06:58,830 - mmaction - INFO - Epoch [240][460/1413] lr: 6.505e-03, eta: 6:30:06, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5579, top5_acc: 0.7723, loss_cls: 1.9904, loss: 1.9904, grad_norm: 3.8079 2020-10-10 16:07:18,190 - mmaction - INFO - Epoch [240][480/1413] lr: 6.505e-03, eta: 6:29:46, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5509, top5_acc: 0.7669, loss_cls: 1.9928, loss: 1.9928, grad_norm: 3.8164 2020-10-10 16:07:37,558 - mmaction - INFO - Epoch [240][500/1413] lr: 6.505e-03, eta: 6:29:26, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5555, top5_acc: 0.7669, loss_cls: 1.9894, loss: 1.9894, grad_norm: 3.8263 2020-10-10 16:07:56,912 - mmaction - INFO - Epoch [240][520/1413] lr: 6.505e-03, eta: 6:29:06, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5660, top5_acc: 0.7754, loss_cls: 1.9644, loss: 1.9644, grad_norm: 3.7884 2020-10-10 16:08:16,321 - mmaction - INFO - Epoch [240][540/1413] lr: 6.505e-03, eta: 6:28:46, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5453, top5_acc: 0.7633, loss_cls: 2.0302, loss: 2.0302, grad_norm: 3.9005 2020-10-10 16:08:35,741 - mmaction - INFO - Epoch [240][560/1413] lr: 6.505e-03, eta: 6:28:26, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5437, top5_acc: 0.7639, loss_cls: 2.0216, loss: 2.0216, grad_norm: 3.8573 2020-10-10 16:08:55,128 - mmaction - INFO - Epoch [240][580/1413] lr: 6.505e-03, eta: 6:28:06, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5493, top5_acc: 0.7647, loss_cls: 2.0004, loss: 2.0004, grad_norm: 3.8858 2020-10-10 16:09:14,541 - mmaction - INFO - Epoch [240][600/1413] lr: 6.505e-03, eta: 6:27:46, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5582, top5_acc: 0.7760, loss_cls: 1.9585, loss: 1.9585, grad_norm: 3.8804 2020-10-10 16:09:33,941 - mmaction - INFO - Epoch [240][620/1413] lr: 6.505e-03, eta: 6:27:26, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5490, top5_acc: 0.7688, loss_cls: 1.9910, loss: 1.9910, grad_norm: 3.8440 2020-10-10 16:09:53,312 - mmaction - INFO - Epoch [240][640/1413] lr: 6.505e-03, eta: 6:27:06, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5639, top5_acc: 0.7730, loss_cls: 1.9585, loss: 1.9585, grad_norm: 3.8797 2020-10-10 16:10:12,699 - mmaction - INFO - Epoch [240][660/1413] lr: 6.505e-03, eta: 6:26:46, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5591, top5_acc: 0.7660, loss_cls: 1.9877, loss: 1.9877, grad_norm: 3.8294 2020-10-10 16:10:32,100 - mmaction - INFO - Epoch [240][680/1413] lr: 6.505e-03, eta: 6:26:26, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5505, top5_acc: 0.7632, loss_cls: 2.0149, loss: 2.0149, grad_norm: 3.8633 2020-10-10 16:10:51,486 - mmaction - INFO - Epoch [240][700/1413] lr: 6.505e-03, eta: 6:26:06, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5526, top5_acc: 0.7681, loss_cls: 2.0030, loss: 2.0030, grad_norm: 3.8867 2020-10-10 16:11:10,916 - mmaction - INFO - Epoch [240][720/1413] lr: 6.505e-03, eta: 6:25:46, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5546, top5_acc: 0.7715, loss_cls: 2.0099, loss: 2.0099, grad_norm: 3.8412 2020-10-10 16:11:30,355 - mmaction - INFO - Epoch [240][740/1413] lr: 6.505e-03, eta: 6:25:26, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5546, top5_acc: 0.7754, loss_cls: 1.9530, loss: 1.9530, grad_norm: 3.8391 2020-10-10 16:11:49,766 - mmaction - INFO - Epoch [240][760/1413] lr: 6.505e-03, eta: 6:25:06, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5496, top5_acc: 0.7638, loss_cls: 2.0064, loss: 2.0064, grad_norm: 3.7921 2020-10-10 16:12:09,130 - mmaction - INFO - Epoch [240][780/1413] lr: 6.505e-03, eta: 6:24:46, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5568, top5_acc: 0.7708, loss_cls: 1.9886, loss: 1.9886, grad_norm: 3.7900 2020-10-10 16:12:28,551 - mmaction - INFO - Epoch [240][800/1413] lr: 6.505e-03, eta: 6:24:26, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5590, top5_acc: 0.7669, loss_cls: 1.9677, loss: 1.9677, grad_norm: 3.8474 2020-10-10 16:12:47,924 - mmaction - INFO - Epoch [240][820/1413] lr: 6.505e-03, eta: 6:24:06, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5490, top5_acc: 0.7654, loss_cls: 2.0104, loss: 2.0104, grad_norm: 3.9070 2020-10-10 16:13:07,377 - mmaction - INFO - Epoch [240][840/1413] lr: 6.505e-03, eta: 6:23:46, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5622, top5_acc: 0.7689, loss_cls: 1.9697, loss: 1.9697, grad_norm: 3.8329 2020-10-10 16:13:26,711 - mmaction - INFO - Epoch [240][860/1413] lr: 6.505e-03, eta: 6:23:26, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5510, top5_acc: 0.7626, loss_cls: 2.0120, loss: 2.0120, grad_norm: 3.8561 2020-10-10 16:13:46,087 - mmaction - INFO - Epoch [240][880/1413] lr: 6.505e-03, eta: 6:23:06, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5521, top5_acc: 0.7665, loss_cls: 2.0028, loss: 2.0028, grad_norm: 3.8451 2020-10-10 16:14:05,465 - mmaction - INFO - Epoch [240][900/1413] lr: 6.505e-03, eta: 6:22:46, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5530, top5_acc: 0.7690, loss_cls: 1.9884, loss: 1.9884, grad_norm: 3.8844 2020-10-10 16:14:24,856 - mmaction - INFO - Epoch [240][920/1413] lr: 6.505e-03, eta: 6:22:26, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5448, top5_acc: 0.7664, loss_cls: 2.0105, loss: 2.0105, grad_norm: 3.8392 2020-10-10 16:14:44,212 - mmaction - INFO - Epoch [240][940/1413] lr: 6.505e-03, eta: 6:22:06, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5465, top5_acc: 0.7694, loss_cls: 2.0047, loss: 2.0047, grad_norm: 3.8671 2020-10-10 16:15:03,595 - mmaction - INFO - Epoch [240][960/1413] lr: 6.505e-03, eta: 6:21:46, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5646, top5_acc: 0.7694, loss_cls: 1.9754, loss: 1.9754, grad_norm: 3.8261 2020-10-10 16:15:22,959 - mmaction - INFO - Epoch [240][980/1413] lr: 6.505e-03, eta: 6:21:26, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5576, top5_acc: 0.7697, loss_cls: 1.9936, loss: 1.9936, grad_norm: 3.8432 2020-10-10 16:15:42,321 - mmaction - INFO - Epoch [240][1000/1413] lr: 6.505e-03, eta: 6:21:06, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5500, top5_acc: 0.7667, loss_cls: 2.0164, loss: 2.0164, grad_norm: 3.8366 2020-10-10 16:16:01,750 - mmaction - INFO - Epoch [240][1020/1413] lr: 6.505e-03, eta: 6:20:46, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5599, top5_acc: 0.7716, loss_cls: 1.9708, loss: 1.9708, grad_norm: 3.7925 2020-10-10 16:16:21,176 - mmaction - INFO - Epoch [240][1040/1413] lr: 6.505e-03, eta: 6:20:26, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5577, top5_acc: 0.7721, loss_cls: 1.9718, loss: 1.9718, grad_norm: 3.8146 2020-10-10 16:16:40,548 - mmaction - INFO - Epoch [240][1060/1413] lr: 6.505e-03, eta: 6:20:06, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5553, top5_acc: 0.7638, loss_cls: 2.0084, loss: 2.0084, grad_norm: 3.8456 2020-10-10 16:16:59,934 - mmaction - INFO - Epoch [240][1080/1413] lr: 6.505e-03, eta: 6:19:47, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5572, top5_acc: 0.7728, loss_cls: 1.9825, loss: 1.9825, grad_norm: 3.8839 2020-10-10 16:17:19,406 - mmaction - INFO - Epoch [240][1100/1413] lr: 6.505e-03, eta: 6:19:27, time: 0.974, data_time: 0.003, memory: 8482, top1_acc: 0.5624, top5_acc: 0.7687, loss_cls: 1.9748, loss: 1.9748, grad_norm: 3.8991 2020-10-10 16:17:38,805 - mmaction - INFO - Epoch [240][1120/1413] lr: 6.505e-03, eta: 6:19:07, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5583, top5_acc: 0.7699, loss_cls: 1.9660, loss: 1.9660, grad_norm: 3.8151 2020-10-10 16:17:58,215 - mmaction - INFO - Epoch [240][1140/1413] lr: 6.505e-03, eta: 6:18:47, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5611, top5_acc: 0.7723, loss_cls: 1.9632, loss: 1.9632, grad_norm: 3.8743 2020-10-10 16:18:17,602 - mmaction - INFO - Epoch [240][1160/1413] lr: 6.505e-03, eta: 6:18:27, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5517, top5_acc: 0.7663, loss_cls: 2.0254, loss: 2.0254, grad_norm: 3.9166 2020-10-10 16:18:36,947 - mmaction - INFO - Epoch [240][1180/1413] lr: 6.505e-03, eta: 6:18:07, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5430, top5_acc: 0.7566, loss_cls: 2.0569, loss: 2.0569, grad_norm: 3.8944 2020-10-10 16:18:56,267 - mmaction - INFO - Epoch [240][1200/1413] lr: 6.505e-03, eta: 6:17:47, time: 0.965, data_time: 0.001, memory: 8482, top1_acc: 0.5536, top5_acc: 0.7665, loss_cls: 2.0094, loss: 2.0094, grad_norm: 3.8968 2020-10-10 16:19:15,653 - mmaction - INFO - Epoch [240][1220/1413] lr: 6.505e-03, eta: 6:17:27, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5488, top5_acc: 0.7680, loss_cls: 2.0000, loss: 2.0000, grad_norm: 3.8665 2020-10-10 16:19:35,028 - mmaction - INFO - Epoch [240][1240/1413] lr: 6.505e-03, eta: 6:17:07, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5613, top5_acc: 0.7721, loss_cls: 1.9483, loss: 1.9483, grad_norm: 3.8379 2020-10-10 16:19:54,437 - mmaction - INFO - Epoch [240][1260/1413] lr: 6.505e-03, eta: 6:16:47, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5622, top5_acc: 0.7742, loss_cls: 1.9629, loss: 1.9629, grad_norm: 3.9366 2020-10-10 16:20:13,828 - mmaction - INFO - Epoch [240][1280/1413] lr: 6.505e-03, eta: 6:16:27, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5523, top5_acc: 0.7676, loss_cls: 2.0188, loss: 2.0188, grad_norm: 3.9361 2020-10-10 16:20:33,239 - mmaction - INFO - Epoch [240][1300/1413] lr: 6.505e-03, eta: 6:16:07, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5490, top5_acc: 0.7667, loss_cls: 2.0086, loss: 2.0086, grad_norm: 3.8794 2020-10-10 16:20:52,615 - mmaction - INFO - Epoch [240][1320/1413] lr: 6.505e-03, eta: 6:15:47, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5457, top5_acc: 0.7695, loss_cls: 2.0048, loss: 2.0048, grad_norm: 3.8949 2020-10-10 16:21:12,024 - mmaction - INFO - Epoch [240][1340/1413] lr: 6.505e-03, eta: 6:15:27, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5538, top5_acc: 0.7635, loss_cls: 2.0132, loss: 2.0132, grad_norm: 3.8706 2020-10-10 16:21:31,403 - mmaction - INFO - Epoch [240][1360/1413] lr: 6.505e-03, eta: 6:15:07, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5488, top5_acc: 0.7654, loss_cls: 2.0193, loss: 2.0193, grad_norm: 3.8883 2020-10-10 16:21:50,747 - mmaction - INFO - Epoch [240][1380/1413] lr: 6.505e-03, eta: 6:14:47, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5538, top5_acc: 0.7687, loss_cls: 2.0012, loss: 2.0012, grad_norm: 3.8762 2020-10-10 16:22:10,071 - mmaction - INFO - Epoch [240][1400/1413] lr: 6.505e-03, eta: 6:14:27, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5548, top5_acc: 0.7680, loss_cls: 1.9894, loss: 1.9894, grad_norm: 3.8770 2020-10-10 16:22:24,333 - mmaction - INFO - Saving checkpoint at 240 epochs 2020-10-10 16:23:51,407 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-10 16:23:53,931 - mmaction - INFO - top1_acc 0.5539 top5_acc 0.7811 2020-10-10 16:23:53,931 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-10 16:23:54,069 - mmaction - INFO - mean_acc 0.5538 2020-10-10 16:23:54,070 - mmaction - INFO - Now best checkpoint is epoch_240.pth 2020-10-10 16:23:54,091 - mmaction - INFO - Epoch(val) [240][1413] top1_acc: 0.5539, top5_acc: 0.7811, mean_class_accuracy: 0.5538 2020-10-10 16:24:39,993 - mmaction - INFO - Epoch [241][20/1413] lr: 5.764e-03, eta: 6:13:57, time: 2.294, data_time: 1.151, memory: 8482, top1_acc: 0.5474, top5_acc: 0.7641, loss_cls: 2.0187, loss: 2.0187, grad_norm: 3.8916 2020-10-10 16:24:59,309 - mmaction - INFO - Epoch [241][40/1413] lr: 5.764e-03, eta: 6:13:37, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5540, top5_acc: 0.7667, loss_cls: 1.9893, loss: 1.9893, grad_norm: 3.8919 2020-10-10 16:25:18,690 - mmaction - INFO - Epoch [241][60/1413] lr: 5.764e-03, eta: 6:13:17, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5565, top5_acc: 0.7733, loss_cls: 1.9736, loss: 1.9736, grad_norm: 3.8418 2020-10-10 16:25:37,970 - mmaction - INFO - Epoch [241][80/1413] lr: 5.764e-03, eta: 6:12:57, time: 0.966, data_time: 0.003, memory: 8482, top1_acc: 0.5703, top5_acc: 0.7724, loss_cls: 1.9450, loss: 1.9450, grad_norm: 3.8524 2020-10-10 16:25:57,295 - mmaction - INFO - Epoch [241][100/1413] lr: 5.764e-03, eta: 6:12:37, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.5508, top5_acc: 0.7707, loss_cls: 1.9944, loss: 1.9944, grad_norm: 3.9188 2020-10-10 16:26:16,673 - mmaction - INFO - Epoch [241][120/1413] lr: 5.764e-03, eta: 6:12:17, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5642, top5_acc: 0.7693, loss_cls: 1.9663, loss: 1.9663, grad_norm: 3.8782 2020-10-10 16:26:36,073 - mmaction - INFO - Epoch [241][140/1413] lr: 5.764e-03, eta: 6:11:57, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5495, top5_acc: 0.7691, loss_cls: 1.9991, loss: 1.9991, grad_norm: 3.9744 2020-10-10 16:26:55,468 - mmaction - INFO - Epoch [241][160/1413] lr: 5.764e-03, eta: 6:11:37, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5655, top5_acc: 0.7819, loss_cls: 1.9484, loss: 1.9484, grad_norm: 3.8541 2020-10-10 16:27:14,805 - mmaction - INFO - Epoch [241][180/1413] lr: 5.764e-03, eta: 6:11:17, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5650, top5_acc: 0.7763, loss_cls: 1.9150, loss: 1.9150, grad_norm: 3.8850 2020-10-10 16:27:34,170 - mmaction - INFO - Epoch [241][200/1413] lr: 5.764e-03, eta: 6:10:57, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5504, top5_acc: 0.7617, loss_cls: 1.9846, loss: 1.9846, grad_norm: 3.8794 2020-10-10 16:27:53,532 - mmaction - INFO - Epoch [241][220/1413] lr: 5.764e-03, eta: 6:10:37, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5615, top5_acc: 0.7738, loss_cls: 1.9603, loss: 1.9603, grad_norm: 3.8995 2020-10-10 16:28:12,951 - mmaction - INFO - Epoch [241][240/1413] lr: 5.764e-03, eta: 6:10:17, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5629, top5_acc: 0.7733, loss_cls: 1.9562, loss: 1.9562, grad_norm: 3.8435 2020-10-10 16:28:32,299 - mmaction - INFO - Epoch [241][260/1413] lr: 5.764e-03, eta: 6:09:57, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5605, top5_acc: 0.7703, loss_cls: 1.9693, loss: 1.9693, grad_norm: 3.8960 2020-10-10 16:28:51,625 - mmaction - INFO - Epoch [241][280/1413] lr: 5.764e-03, eta: 6:09:37, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5522, top5_acc: 0.7725, loss_cls: 1.9698, loss: 1.9698, grad_norm: 3.9175 2020-10-10 16:29:11,001 - mmaction - INFO - Epoch [241][300/1413] lr: 5.764e-03, eta: 6:09:17, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5585, top5_acc: 0.7719, loss_cls: 1.9755, loss: 1.9755, grad_norm: 3.9026 2020-10-10 16:29:30,360 - mmaction - INFO - Epoch [241][320/1413] lr: 5.764e-03, eta: 6:08:57, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5600, top5_acc: 0.7763, loss_cls: 1.9554, loss: 1.9554, grad_norm: 3.8950 2020-10-10 16:29:49,759 - mmaction - INFO - Epoch [241][340/1413] lr: 5.764e-03, eta: 6:08:37, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5600, top5_acc: 0.7723, loss_cls: 1.9631, loss: 1.9631, grad_norm: 3.8522 2020-10-10 16:30:09,212 - mmaction - INFO - Epoch [241][360/1413] lr: 5.764e-03, eta: 6:08:17, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5604, top5_acc: 0.7773, loss_cls: 1.9437, loss: 1.9437, grad_norm: 3.8115 2020-10-10 16:30:28,576 - mmaction - INFO - Epoch [241][380/1413] lr: 5.764e-03, eta: 6:07:58, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5641, top5_acc: 0.7734, loss_cls: 1.9633, loss: 1.9633, grad_norm: 3.9279 2020-10-10 16:30:47,922 - mmaction - INFO - Epoch [241][400/1413] lr: 5.764e-03, eta: 6:07:38, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5652, top5_acc: 0.7707, loss_cls: 1.9788, loss: 1.9788, grad_norm: 3.9321 2020-10-10 16:31:07,265 - mmaction - INFO - Epoch [241][420/1413] lr: 5.764e-03, eta: 6:07:18, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5600, top5_acc: 0.7737, loss_cls: 1.9561, loss: 1.9561, grad_norm: 3.8713 2020-10-10 16:31:26,671 - mmaction - INFO - Epoch [241][440/1413] lr: 5.764e-03, eta: 6:06:58, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5466, top5_acc: 0.7660, loss_cls: 1.9905, loss: 1.9905, grad_norm: 3.9262 2020-10-10 16:31:46,041 - mmaction - INFO - Epoch [241][460/1413] lr: 5.764e-03, eta: 6:06:38, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5599, top5_acc: 0.7701, loss_cls: 1.9666, loss: 1.9666, grad_norm: 3.9223 2020-10-10 16:32:05,388 - mmaction - INFO - Epoch [241][480/1413] lr: 5.764e-03, eta: 6:06:18, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5602, top5_acc: 0.7674, loss_cls: 1.9809, loss: 1.9809, grad_norm: 3.9463 2020-10-10 16:32:24,840 - mmaction - INFO - Epoch [241][500/1413] lr: 5.764e-03, eta: 6:05:58, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5681, top5_acc: 0.7801, loss_cls: 1.9300, loss: 1.9300, grad_norm: 3.8975 2020-10-10 16:32:44,198 - mmaction - INFO - Epoch [241][520/1413] lr: 5.764e-03, eta: 6:05:38, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5579, top5_acc: 0.7642, loss_cls: 1.9992, loss: 1.9992, grad_norm: 3.9178 2020-10-10 16:33:03,543 - mmaction - INFO - Epoch [241][540/1413] lr: 5.764e-03, eta: 6:05:18, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5551, top5_acc: 0.7687, loss_cls: 1.9628, loss: 1.9628, grad_norm: 3.9064 2020-10-10 16:33:22,970 - mmaction - INFO - Epoch [241][560/1413] lr: 5.764e-03, eta: 6:04:58, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5686, top5_acc: 0.7770, loss_cls: 1.9292, loss: 1.9292, grad_norm: 3.8825 2020-10-10 16:33:42,327 - mmaction - INFO - Epoch [241][580/1413] lr: 5.764e-03, eta: 6:04:38, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5536, top5_acc: 0.7681, loss_cls: 1.9911, loss: 1.9911, grad_norm: 3.9459 2020-10-10 16:34:01,705 - mmaction - INFO - Epoch [241][600/1413] lr: 5.764e-03, eta: 6:04:18, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5500, top5_acc: 0.7622, loss_cls: 2.0117, loss: 2.0117, grad_norm: 3.9398 2020-10-10 16:34:21,085 - mmaction - INFO - Epoch [241][620/1413] lr: 5.764e-03, eta: 6:03:58, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5577, top5_acc: 0.7689, loss_cls: 1.9799, loss: 1.9799, grad_norm: 3.9273 2020-10-10 16:34:40,438 - mmaction - INFO - Epoch [241][640/1413] lr: 5.764e-03, eta: 6:03:38, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5637, top5_acc: 0.7720, loss_cls: 1.9548, loss: 1.9548, grad_norm: 3.8232 2020-10-10 16:34:59,853 - mmaction - INFO - Epoch [241][660/1413] lr: 5.764e-03, eta: 6:03:18, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5621, top5_acc: 0.7730, loss_cls: 1.9617, loss: 1.9617, grad_norm: 3.8733 2020-10-10 16:35:19,238 - mmaction - INFO - Epoch [241][680/1413] lr: 5.764e-03, eta: 6:02:58, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5586, top5_acc: 0.7707, loss_cls: 1.9859, loss: 1.9859, grad_norm: 3.9508 2020-10-10 16:35:38,686 - mmaction - INFO - Epoch [241][700/1413] lr: 5.764e-03, eta: 6:02:38, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5661, top5_acc: 0.7724, loss_cls: 1.9477, loss: 1.9477, grad_norm: 3.9030 2020-10-10 16:35:58,039 - mmaction - INFO - Epoch [241][720/1413] lr: 5.764e-03, eta: 6:02:18, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5534, top5_acc: 0.7715, loss_cls: 1.9823, loss: 1.9823, grad_norm: 3.9257 2020-10-10 16:36:17,389 - mmaction - INFO - Epoch [241][740/1413] lr: 5.764e-03, eta: 6:01:58, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5507, top5_acc: 0.7667, loss_cls: 2.0004, loss: 2.0004, grad_norm: 3.9359 2020-10-10 16:36:36,758 - mmaction - INFO - Epoch [241][760/1413] lr: 5.764e-03, eta: 6:01:38, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5677, top5_acc: 0.7749, loss_cls: 1.9573, loss: 1.9573, grad_norm: 3.9375 2020-10-10 16:36:56,163 - mmaction - INFO - Epoch [241][780/1413] lr: 5.764e-03, eta: 6:01:18, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5503, top5_acc: 0.7663, loss_cls: 1.9894, loss: 1.9894, grad_norm: 3.9242 2020-10-10 16:37:15,526 - mmaction - INFO - Epoch [241][800/1413] lr: 5.764e-03, eta: 6:00:58, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5568, top5_acc: 0.7730, loss_cls: 1.9667, loss: 1.9667, grad_norm: 3.8760 2020-10-10 16:37:34,863 - mmaction - INFO - Epoch [241][820/1413] lr: 5.764e-03, eta: 6:00:38, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5595, top5_acc: 0.7738, loss_cls: 1.9535, loss: 1.9535, grad_norm: 3.8995 2020-10-10 16:37:54,247 - mmaction - INFO - Epoch [241][840/1413] lr: 5.764e-03, eta: 6:00:18, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5561, top5_acc: 0.7716, loss_cls: 1.9781, loss: 1.9781, grad_norm: 3.9139 2020-10-10 16:38:13,582 - mmaction - INFO - Epoch [241][860/1413] lr: 5.764e-03, eta: 5:59:58, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5616, top5_acc: 0.7714, loss_cls: 1.9623, loss: 1.9623, grad_norm: 3.9046 2020-10-10 16:38:32,997 - mmaction - INFO - Epoch [241][880/1413] lr: 5.764e-03, eta: 5:59:38, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5460, top5_acc: 0.7667, loss_cls: 2.0047, loss: 2.0047, grad_norm: 3.9408 2020-10-10 16:38:52,399 - mmaction - INFO - Epoch [241][900/1413] lr: 5.764e-03, eta: 5:59:18, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5628, top5_acc: 0.7673, loss_cls: 1.9750, loss: 1.9750, grad_norm: 3.8986 2020-10-10 16:39:11,821 - mmaction - INFO - Epoch [241][920/1413] lr: 5.764e-03, eta: 5:58:58, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5514, top5_acc: 0.7681, loss_cls: 2.0044, loss: 2.0044, grad_norm: 3.9867 2020-10-10 16:39:31,239 - mmaction - INFO - Epoch [241][940/1413] lr: 5.764e-03, eta: 5:58:38, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5591, top5_acc: 0.7714, loss_cls: 1.9692, loss: 1.9692, grad_norm: 3.9288 2020-10-10 16:39:50,579 - mmaction - INFO - Epoch [241][960/1413] lr: 5.764e-03, eta: 5:58:18, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5634, top5_acc: 0.7725, loss_cls: 1.9654, loss: 1.9654, grad_norm: 3.8849 2020-10-10 16:40:09,940 - mmaction - INFO - Epoch [241][980/1413] lr: 5.764e-03, eta: 5:57:58, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5583, top5_acc: 0.7763, loss_cls: 1.9660, loss: 1.9660, grad_norm: 3.8946 2020-10-10 16:40:29,377 - mmaction - INFO - Epoch [241][1000/1413] lr: 5.764e-03, eta: 5:57:39, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5497, top5_acc: 0.7716, loss_cls: 1.9877, loss: 1.9877, grad_norm: 3.9110 2020-10-10 16:40:48,776 - mmaction - INFO - Epoch [241][1020/1413] lr: 5.764e-03, eta: 5:57:19, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5642, top5_acc: 0.7703, loss_cls: 1.9710, loss: 1.9710, grad_norm: 3.8965 2020-10-10 16:41:08,208 - mmaction - INFO - Epoch [241][1040/1413] lr: 5.764e-03, eta: 5:56:59, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5587, top5_acc: 0.7691, loss_cls: 1.9721, loss: 1.9721, grad_norm: 3.9243 2020-10-10 16:41:27,619 - mmaction - INFO - Epoch [241][1060/1413] lr: 5.764e-03, eta: 5:56:39, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5590, top5_acc: 0.7694, loss_cls: 1.9918, loss: 1.9918, grad_norm: 3.9139 2020-10-10 16:41:47,009 - mmaction - INFO - Epoch [241][1080/1413] lr: 5.764e-03, eta: 5:56:19, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5608, top5_acc: 0.7712, loss_cls: 1.9703, loss: 1.9703, grad_norm: 3.8644 2020-10-10 16:42:06,392 - mmaction - INFO - Epoch [241][1100/1413] lr: 5.764e-03, eta: 5:55:59, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5589, top5_acc: 0.7704, loss_cls: 1.9710, loss: 1.9710, grad_norm: 3.9060 2020-10-10 16:42:25,785 - mmaction - INFO - Epoch [241][1120/1413] lr: 5.764e-03, eta: 5:55:39, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5534, top5_acc: 0.7719, loss_cls: 1.9725, loss: 1.9725, grad_norm: 3.8972 2020-10-10 16:42:45,129 - mmaction - INFO - Epoch [241][1140/1413] lr: 5.764e-03, eta: 5:55:19, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5686, top5_acc: 0.7771, loss_cls: 1.9226, loss: 1.9226, grad_norm: 3.9648 2020-10-10 16:43:04,515 - mmaction - INFO - Epoch [241][1160/1413] lr: 5.764e-03, eta: 5:54:59, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5460, top5_acc: 0.7592, loss_cls: 2.0510, loss: 2.0510, grad_norm: 4.0195 2020-10-10 16:43:23,900 - mmaction - INFO - Epoch [241][1180/1413] lr: 5.764e-03, eta: 5:54:39, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5637, top5_acc: 0.7645, loss_cls: 1.9871, loss: 1.9871, grad_norm: 3.9175 2020-10-10 16:43:43,235 - mmaction - INFO - Epoch [241][1200/1413] lr: 5.764e-03, eta: 5:54:19, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.5594, top5_acc: 0.7698, loss_cls: 1.9805, loss: 1.9805, grad_norm: 3.8959 2020-10-10 16:44:02,659 - mmaction - INFO - Epoch [241][1220/1413] lr: 5.764e-03, eta: 5:53:59, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5590, top5_acc: 0.7729, loss_cls: 1.9601, loss: 1.9601, grad_norm: 3.8607 2020-10-10 16:44:22,060 - mmaction - INFO - Epoch [241][1240/1413] lr: 5.764e-03, eta: 5:53:39, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5525, top5_acc: 0.7711, loss_cls: 1.9823, loss: 1.9823, grad_norm: 3.9619 2020-10-10 16:44:41,480 - mmaction - INFO - Epoch [241][1260/1413] lr: 5.764e-03, eta: 5:53:19, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5740, top5_acc: 0.7829, loss_cls: 1.9074, loss: 1.9074, grad_norm: 3.8936 2020-10-10 16:45:00,935 - mmaction - INFO - Epoch [241][1280/1413] lr: 5.764e-03, eta: 5:52:59, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5563, top5_acc: 0.7621, loss_cls: 2.0004, loss: 2.0004, grad_norm: 3.9527 2020-10-10 16:45:20,300 - mmaction - INFO - Epoch [241][1300/1413] lr: 5.764e-03, eta: 5:52:39, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5527, top5_acc: 0.7641, loss_cls: 2.0031, loss: 2.0031, grad_norm: 3.9180 2020-10-10 16:45:39,716 - mmaction - INFO - Epoch [241][1320/1413] lr: 5.764e-03, eta: 5:52:19, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5626, top5_acc: 0.7733, loss_cls: 1.9413, loss: 1.9413, grad_norm: 3.8983 2020-10-10 16:45:59,074 - mmaction - INFO - Epoch [241][1340/1413] lr: 5.764e-03, eta: 5:51:59, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5635, top5_acc: 0.7814, loss_cls: 1.9167, loss: 1.9167, grad_norm: 3.8979 2020-10-10 16:46:18,467 - mmaction - INFO - Epoch [241][1360/1413] lr: 5.764e-03, eta: 5:51:39, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5598, top5_acc: 0.7777, loss_cls: 1.9574, loss: 1.9574, grad_norm: 3.9571 2020-10-10 16:46:37,909 - mmaction - INFO - Epoch [241][1380/1413] lr: 5.764e-03, eta: 5:51:19, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5527, top5_acc: 0.7708, loss_cls: 1.9947, loss: 1.9947, grad_norm: 3.9453 2020-10-10 16:46:57,360 - mmaction - INFO - Epoch [241][1400/1413] lr: 5.764e-03, eta: 5:50:59, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5633, top5_acc: 0.7691, loss_cls: 1.9617, loss: 1.9617, grad_norm: 3.9342 2020-10-10 16:48:02,260 - mmaction - INFO - Epoch [242][20/1413] lr: 5.068e-03, eta: 5:50:30, time: 2.580, data_time: 1.582, memory: 8482, top1_acc: 0.5642, top5_acc: 0.7755, loss_cls: 1.9243, loss: 1.9243, grad_norm: 3.8816 2020-10-10 16:48:21,591 - mmaction - INFO - Epoch [242][40/1413] lr: 5.068e-03, eta: 5:50:11, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.5616, top5_acc: 0.7659, loss_cls: 1.9933, loss: 1.9933, grad_norm: 3.9247 2020-10-10 16:48:40,869 - mmaction - INFO - Epoch [242][60/1413] lr: 5.068e-03, eta: 5:49:51, time: 0.964, data_time: 0.002, memory: 8482, top1_acc: 0.5607, top5_acc: 0.7732, loss_cls: 1.9656, loss: 1.9656, grad_norm: 3.9661 2020-10-10 16:49:00,273 - mmaction - INFO - Epoch [242][80/1413] lr: 5.068e-03, eta: 5:49:31, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5622, top5_acc: 0.7688, loss_cls: 1.9759, loss: 1.9759, grad_norm: 3.9432 2020-10-10 16:49:19,663 - mmaction - INFO - Epoch [242][100/1413] lr: 5.068e-03, eta: 5:49:11, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5520, top5_acc: 0.7650, loss_cls: 1.9997, loss: 1.9997, grad_norm: 4.0017 2020-10-10 16:49:38,994 - mmaction - INFO - Epoch [242][120/1413] lr: 5.068e-03, eta: 5:48:51, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5586, top5_acc: 0.7738, loss_cls: 1.9367, loss: 1.9367, grad_norm: 3.8882 2020-10-10 16:49:58,349 - mmaction - INFO - Epoch [242][140/1413] lr: 5.068e-03, eta: 5:48:31, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5587, top5_acc: 0.7706, loss_cls: 1.9715, loss: 1.9715, grad_norm: 3.9536 2020-10-10 16:50:17,731 - mmaction - INFO - Epoch [242][160/1413] lr: 5.068e-03, eta: 5:48:11, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5658, top5_acc: 0.7697, loss_cls: 1.9565, loss: 1.9565, grad_norm: 3.9456 2020-10-10 16:50:37,112 - mmaction - INFO - Epoch [242][180/1413] lr: 5.068e-03, eta: 5:47:51, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5608, top5_acc: 0.7697, loss_cls: 1.9749, loss: 1.9749, grad_norm: 4.0023 2020-10-10 16:50:56,480 - mmaction - INFO - Epoch [242][200/1413] lr: 5.068e-03, eta: 5:47:31, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5803, top5_acc: 0.7882, loss_cls: 1.8604, loss: 1.8604, grad_norm: 3.9189 2020-10-10 16:51:15,876 - mmaction - INFO - Epoch [242][220/1413] lr: 5.068e-03, eta: 5:47:11, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5624, top5_acc: 0.7753, loss_cls: 1.9570, loss: 1.9570, grad_norm: 4.0289 2020-10-10 16:51:35,213 - mmaction - INFO - Epoch [242][240/1413] lr: 5.068e-03, eta: 5:46:51, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5659, top5_acc: 0.7714, loss_cls: 1.9519, loss: 1.9519, grad_norm: 3.9151 2020-10-10 16:51:54,651 - mmaction - INFO - Epoch [242][260/1413] lr: 5.068e-03, eta: 5:46:31, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5669, top5_acc: 0.7697, loss_cls: 1.9594, loss: 1.9594, grad_norm: 3.9522 2020-10-10 16:52:14,061 - mmaction - INFO - Epoch [242][280/1413] lr: 5.068e-03, eta: 5:46:11, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5646, top5_acc: 0.7707, loss_cls: 1.9693, loss: 1.9693, grad_norm: 3.9608 2020-10-10 16:52:33,451 - mmaction - INFO - Epoch [242][300/1413] lr: 5.068e-03, eta: 5:45:51, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5501, top5_acc: 0.7680, loss_cls: 1.9874, loss: 1.9874, grad_norm: 3.9636 2020-10-10 16:52:52,870 - mmaction - INFO - Epoch [242][320/1413] lr: 5.068e-03, eta: 5:45:31, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5615, top5_acc: 0.7686, loss_cls: 1.9727, loss: 1.9727, grad_norm: 3.9544 2020-10-10 16:53:12,294 - mmaction - INFO - Epoch [242][340/1413] lr: 5.068e-03, eta: 5:45:11, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5633, top5_acc: 0.7698, loss_cls: 1.9712, loss: 1.9712, grad_norm: 3.9546 2020-10-10 16:53:31,666 - mmaction - INFO - Epoch [242][360/1413] lr: 5.068e-03, eta: 5:44:51, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5686, top5_acc: 0.7796, loss_cls: 1.9193, loss: 1.9193, grad_norm: 3.8893 2020-10-10 16:53:51,054 - mmaction - INFO - Epoch [242][380/1413] lr: 5.068e-03, eta: 5:44:31, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5551, top5_acc: 0.7668, loss_cls: 2.0053, loss: 2.0053, grad_norm: 3.9851 2020-10-10 16:54:10,432 - mmaction - INFO - Epoch [242][400/1413] lr: 5.068e-03, eta: 5:44:11, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5665, top5_acc: 0.7776, loss_cls: 1.9410, loss: 1.9410, grad_norm: 3.9777 2020-10-10 16:54:29,836 - mmaction - INFO - Epoch [242][420/1413] lr: 5.068e-03, eta: 5:43:51, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5645, top5_acc: 0.7759, loss_cls: 1.9248, loss: 1.9248, grad_norm: 3.8818 2020-10-10 16:54:49,238 - mmaction - INFO - Epoch [242][440/1413] lr: 5.068e-03, eta: 5:43:31, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5655, top5_acc: 0.7776, loss_cls: 1.9477, loss: 1.9477, grad_norm: 4.0413 2020-10-10 16:55:08,657 - mmaction - INFO - Epoch [242][460/1413] lr: 5.068e-03, eta: 5:43:11, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5751, top5_acc: 0.7801, loss_cls: 1.9102, loss: 1.9102, grad_norm: 3.8835 2020-10-10 16:55:28,014 - mmaction - INFO - Epoch [242][480/1413] lr: 5.068e-03, eta: 5:42:51, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5544, top5_acc: 0.7715, loss_cls: 1.9656, loss: 1.9656, grad_norm: 3.9918 2020-10-10 16:55:47,429 - mmaction - INFO - Epoch [242][500/1413] lr: 5.068e-03, eta: 5:42:31, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5677, top5_acc: 0.7796, loss_cls: 1.9036, loss: 1.9036, grad_norm: 3.9576 2020-10-10 16:56:06,805 - mmaction - INFO - Epoch [242][520/1413] lr: 5.068e-03, eta: 5:42:11, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5564, top5_acc: 0.7669, loss_cls: 1.9911, loss: 1.9911, grad_norm: 4.0120 2020-10-10 16:56:26,183 - mmaction - INFO - Epoch [242][540/1413] lr: 5.068e-03, eta: 5:41:52, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5620, top5_acc: 0.7737, loss_cls: 1.9596, loss: 1.9596, grad_norm: 3.9908 2020-10-10 16:56:45,575 - mmaction - INFO - Epoch [242][560/1413] lr: 5.068e-03, eta: 5:41:32, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5672, top5_acc: 0.7779, loss_cls: 1.9304, loss: 1.9304, grad_norm: 3.8840 2020-10-10 16:57:04,904 - mmaction - INFO - Epoch [242][580/1413] lr: 5.068e-03, eta: 5:41:12, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5651, top5_acc: 0.7799, loss_cls: 1.9229, loss: 1.9229, grad_norm: 3.9252 2020-10-10 16:57:24,254 - mmaction - INFO - Epoch [242][600/1413] lr: 5.068e-03, eta: 5:40:52, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5674, top5_acc: 0.7771, loss_cls: 1.9235, loss: 1.9235, grad_norm: 3.9238 2020-10-10 16:57:43,659 - mmaction - INFO - Epoch [242][620/1413] lr: 5.068e-03, eta: 5:40:32, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5622, top5_acc: 0.7757, loss_cls: 1.9557, loss: 1.9557, grad_norm: 3.9750 2020-10-10 16:58:02,996 - mmaction - INFO - Epoch [242][640/1413] lr: 5.068e-03, eta: 5:40:12, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.5539, top5_acc: 0.7677, loss_cls: 1.9883, loss: 1.9883, grad_norm: 3.9547 2020-10-10 16:58:22,384 - mmaction - INFO - Epoch [242][660/1413] lr: 5.068e-03, eta: 5:39:52, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5607, top5_acc: 0.7741, loss_cls: 1.9508, loss: 1.9508, grad_norm: 3.9850 2020-10-10 16:58:41,840 - mmaction - INFO - Epoch [242][680/1413] lr: 5.068e-03, eta: 5:39:32, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5690, top5_acc: 0.7743, loss_cls: 1.9300, loss: 1.9300, grad_norm: 3.9244 2020-10-10 16:59:01,219 - mmaction - INFO - Epoch [242][700/1413] lr: 5.068e-03, eta: 5:39:12, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5655, top5_acc: 0.7823, loss_cls: 1.9325, loss: 1.9325, grad_norm: 3.9893 2020-10-10 16:59:20,656 - mmaction - INFO - Epoch [242][720/1413] lr: 5.068e-03, eta: 5:38:52, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5680, top5_acc: 0.7814, loss_cls: 1.9195, loss: 1.9195, grad_norm: 3.9427 2020-10-10 16:59:40,026 - mmaction - INFO - Epoch [242][740/1413] lr: 5.068e-03, eta: 5:38:32, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5536, top5_acc: 0.7704, loss_cls: 1.9685, loss: 1.9685, grad_norm: 4.0105 2020-10-10 16:59:59,422 - mmaction - INFO - Epoch [242][760/1413] lr: 5.068e-03, eta: 5:38:12, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5535, top5_acc: 0.7695, loss_cls: 1.9867, loss: 1.9867, grad_norm: 4.0115 2020-10-10 17:00:20,112 - mmaction - INFO - Epoch [242][780/1413] lr: 5.068e-03, eta: 5:37:52, time: 1.035, data_time: 0.003, memory: 8482, top1_acc: 0.5634, top5_acc: 0.7754, loss_cls: 1.9389, loss: 1.9389, grad_norm: 3.9831 2020-10-10 17:00:39,529 - mmaction - INFO - Epoch [242][800/1413] lr: 5.068e-03, eta: 5:37:32, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5602, top5_acc: 0.7730, loss_cls: 1.9675, loss: 1.9675, grad_norm: 3.9824 2020-10-10 17:00:58,866 - mmaction - INFO - Epoch [242][820/1413] lr: 5.068e-03, eta: 5:37:12, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5578, top5_acc: 0.7790, loss_cls: 1.9400, loss: 1.9400, grad_norm: 4.0271 2020-10-10 17:01:18,254 - mmaction - INFO - Epoch [242][840/1413] lr: 5.068e-03, eta: 5:36:52, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5560, top5_acc: 0.7676, loss_cls: 1.9786, loss: 1.9786, grad_norm: 3.9295 2020-10-10 17:01:37,660 - mmaction - INFO - Epoch [242][860/1413] lr: 5.068e-03, eta: 5:36:33, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5599, top5_acc: 0.7754, loss_cls: 1.9519, loss: 1.9519, grad_norm: 3.9476 2020-10-10 17:01:57,047 - mmaction - INFO - Epoch [242][880/1413] lr: 5.068e-03, eta: 5:36:13, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5569, top5_acc: 0.7736, loss_cls: 1.9621, loss: 1.9621, grad_norm: 4.0075 2020-10-10 17:02:16,454 - mmaction - INFO - Epoch [242][900/1413] lr: 5.068e-03, eta: 5:35:53, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5589, top5_acc: 0.7635, loss_cls: 2.0018, loss: 2.0018, grad_norm: 4.0150 2020-10-10 17:02:35,891 - mmaction - INFO - Epoch [242][920/1413] lr: 5.068e-03, eta: 5:35:33, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5646, top5_acc: 0.7741, loss_cls: 1.9488, loss: 1.9488, grad_norm: 3.9007 2020-10-10 17:02:55,285 - mmaction - INFO - Epoch [242][940/1413] lr: 5.068e-03, eta: 5:35:13, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5658, top5_acc: 0.7797, loss_cls: 1.9285, loss: 1.9285, grad_norm: 3.9698 2020-10-10 17:03:14,694 - mmaction - INFO - Epoch [242][960/1413] lr: 5.068e-03, eta: 5:34:53, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5628, top5_acc: 0.7715, loss_cls: 1.9592, loss: 1.9592, grad_norm: 4.0160 2020-10-10 17:03:34,061 - mmaction - INFO - Epoch [242][980/1413] lr: 5.068e-03, eta: 5:34:33, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5591, top5_acc: 0.7659, loss_cls: 1.9769, loss: 1.9769, grad_norm: 4.0178 2020-10-10 17:03:53,463 - mmaction - INFO - Epoch [242][1000/1413] lr: 5.068e-03, eta: 5:34:13, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5641, top5_acc: 0.7809, loss_cls: 1.9408, loss: 1.9408, grad_norm: 3.9733 2020-10-10 17:04:12,776 - mmaction - INFO - Epoch [242][1020/1413] lr: 5.068e-03, eta: 5:33:53, time: 0.966, data_time: 0.003, memory: 8482, top1_acc: 0.5665, top5_acc: 0.7770, loss_cls: 1.9364, loss: 1.9364, grad_norm: 3.9552 2020-10-10 17:04:32,167 - mmaction - INFO - Epoch [242][1040/1413] lr: 5.068e-03, eta: 5:33:33, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5645, top5_acc: 0.7760, loss_cls: 1.9355, loss: 1.9355, grad_norm: 3.8819 2020-10-10 17:04:51,603 - mmaction - INFO - Epoch [242][1060/1413] lr: 5.068e-03, eta: 5:33:13, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5664, top5_acc: 0.7784, loss_cls: 1.9179, loss: 1.9179, grad_norm: 3.9835 2020-10-10 17:05:11,016 - mmaction - INFO - Epoch [242][1080/1413] lr: 5.068e-03, eta: 5:32:53, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5663, top5_acc: 0.7719, loss_cls: 1.9396, loss: 1.9396, grad_norm: 3.8854 2020-10-10 17:05:30,365 - mmaction - INFO - Epoch [242][1100/1413] lr: 5.068e-03, eta: 5:32:33, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5615, top5_acc: 0.7716, loss_cls: 1.9815, loss: 1.9815, grad_norm: 3.9973 2020-10-10 17:05:49,804 - mmaction - INFO - Epoch [242][1120/1413] lr: 5.068e-03, eta: 5:32:13, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5602, top5_acc: 0.7775, loss_cls: 1.9672, loss: 1.9672, grad_norm: 4.0166 2020-10-10 17:06:09,252 - mmaction - INFO - Epoch [242][1140/1413] lr: 5.068e-03, eta: 5:31:53, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5598, top5_acc: 0.7751, loss_cls: 1.9602, loss: 1.9602, grad_norm: 3.9659 2020-10-10 17:06:28,623 - mmaction - INFO - Epoch [242][1160/1413] lr: 5.068e-03, eta: 5:31:33, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5594, top5_acc: 0.7724, loss_cls: 1.9710, loss: 1.9710, grad_norm: 3.9665 2020-10-10 17:06:47,962 - mmaction - INFO - Epoch [242][1180/1413] lr: 5.068e-03, eta: 5:31:13, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5663, top5_acc: 0.7759, loss_cls: 1.9287, loss: 1.9287, grad_norm: 3.9435 2020-10-10 17:07:07,297 - mmaction - INFO - Epoch [242][1200/1413] lr: 5.068e-03, eta: 5:30:53, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5717, top5_acc: 0.7780, loss_cls: 1.9207, loss: 1.9207, grad_norm: 4.0277 2020-10-10 17:07:26,757 - mmaction - INFO - Epoch [242][1220/1413] lr: 5.068e-03, eta: 5:30:33, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5535, top5_acc: 0.7672, loss_cls: 1.9964, loss: 1.9964, grad_norm: 4.0666 2020-10-10 17:07:46,160 - mmaction - INFO - Epoch [242][1240/1413] lr: 5.068e-03, eta: 5:30:13, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5556, top5_acc: 0.7721, loss_cls: 1.9509, loss: 1.9509, grad_norm: 4.0196 2020-10-10 17:08:05,571 - mmaction - INFO - Epoch [242][1260/1413] lr: 5.068e-03, eta: 5:29:54, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5672, top5_acc: 0.7764, loss_cls: 1.9304, loss: 1.9304, grad_norm: 3.9830 2020-10-10 17:08:24,978 - mmaction - INFO - Epoch [242][1280/1413] lr: 5.068e-03, eta: 5:29:34, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5708, top5_acc: 0.7762, loss_cls: 1.9259, loss: 1.9259, grad_norm: 3.9956 2020-10-10 17:08:44,345 - mmaction - INFO - Epoch [242][1300/1413] lr: 5.068e-03, eta: 5:29:14, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5589, top5_acc: 0.7759, loss_cls: 1.9417, loss: 1.9417, grad_norm: 4.0245 2020-10-10 17:09:03,768 - mmaction - INFO - Epoch [242][1320/1413] lr: 5.068e-03, eta: 5:28:54, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5629, top5_acc: 0.7695, loss_cls: 1.9740, loss: 1.9740, grad_norm: 4.0553 2020-10-10 17:09:23,197 - mmaction - INFO - Epoch [242][1340/1413] lr: 5.068e-03, eta: 5:28:34, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.5585, top5_acc: 0.7715, loss_cls: 1.9664, loss: 1.9664, grad_norm: 4.0310 2020-10-10 17:09:42,608 - mmaction - INFO - Epoch [242][1360/1413] lr: 5.068e-03, eta: 5:28:14, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5674, top5_acc: 0.7733, loss_cls: 1.9610, loss: 1.9610, grad_norm: 3.9829 2020-10-10 17:10:01,996 - mmaction - INFO - Epoch [242][1380/1413] lr: 5.068e-03, eta: 5:27:54, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5576, top5_acc: 0.7694, loss_cls: 1.9922, loss: 1.9922, grad_norm: 3.9959 2020-10-10 17:10:21,400 - mmaction - INFO - Epoch [242][1400/1413] lr: 5.068e-03, eta: 5:27:34, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5592, top5_acc: 0.7730, loss_cls: 1.9401, loss: 1.9401, grad_norm: 3.9863 2020-10-10 17:11:30,310 - mmaction - INFO - Epoch [243][20/1413] lr: 4.417e-03, eta: 5:27:05, time: 2.736, data_time: 1.709, memory: 8482, top1_acc: 0.5728, top5_acc: 0.7818, loss_cls: 1.8948, loss: 1.8948, grad_norm: 3.9450 2020-10-10 17:11:49,614 - mmaction - INFO - Epoch [243][40/1413] lr: 4.417e-03, eta: 5:26:45, time: 0.964, data_time: 0.001, memory: 8482, top1_acc: 0.5691, top5_acc: 0.7793, loss_cls: 1.9306, loss: 1.9306, grad_norm: 3.9817 2020-10-10 17:12:08,924 - mmaction - INFO - Epoch [243][60/1413] lr: 4.417e-03, eta: 5:26:25, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5559, top5_acc: 0.7702, loss_cls: 1.9794, loss: 1.9794, grad_norm: 3.9859 2020-10-10 17:12:28,295 - mmaction - INFO - Epoch [243][80/1413] lr: 4.417e-03, eta: 5:26:05, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5594, top5_acc: 0.7656, loss_cls: 1.9671, loss: 1.9671, grad_norm: 3.9586 2020-10-10 17:12:47,635 - mmaction - INFO - Epoch [243][100/1413] lr: 4.417e-03, eta: 5:25:45, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5680, top5_acc: 0.7740, loss_cls: 1.9200, loss: 1.9200, grad_norm: 3.9699 2020-10-10 17:13:07,069 - mmaction - INFO - Epoch [243][120/1413] lr: 4.417e-03, eta: 5:25:25, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5616, top5_acc: 0.7768, loss_cls: 1.9527, loss: 1.9527, grad_norm: 4.0354 2020-10-10 17:13:26,451 - mmaction - INFO - Epoch [243][140/1413] lr: 4.417e-03, eta: 5:25:06, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5612, top5_acc: 0.7721, loss_cls: 1.9536, loss: 1.9536, grad_norm: 4.0203 2020-10-10 17:13:45,892 - mmaction - INFO - Epoch [243][160/1413] lr: 4.417e-03, eta: 5:24:46, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5517, top5_acc: 0.7693, loss_cls: 1.9844, loss: 1.9844, grad_norm: 4.0446 2020-10-10 17:14:05,262 - mmaction - INFO - Epoch [243][180/1413] lr: 4.417e-03, eta: 5:24:26, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5680, top5_acc: 0.7728, loss_cls: 1.9256, loss: 1.9256, grad_norm: 3.9713 2020-10-10 17:14:24,676 - mmaction - INFO - Epoch [243][200/1413] lr: 4.417e-03, eta: 5:24:06, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5566, top5_acc: 0.7720, loss_cls: 1.9617, loss: 1.9617, grad_norm: 3.9873 2020-10-10 17:14:44,082 - mmaction - INFO - Epoch [243][220/1413] lr: 4.417e-03, eta: 5:23:46, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5579, top5_acc: 0.7740, loss_cls: 1.9496, loss: 1.9496, grad_norm: 3.9884 2020-10-10 17:15:03,523 - mmaction - INFO - Epoch [243][240/1413] lr: 4.417e-03, eta: 5:23:26, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5642, top5_acc: 0.7702, loss_cls: 1.9714, loss: 1.9714, grad_norm: 3.9722 2020-10-10 17:15:22,899 - mmaction - INFO - Epoch [243][260/1413] lr: 4.417e-03, eta: 5:23:06, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5741, top5_acc: 0.7796, loss_cls: 1.9060, loss: 1.9060, grad_norm: 3.9737 2020-10-10 17:15:42,278 - mmaction - INFO - Epoch [243][280/1413] lr: 4.417e-03, eta: 5:22:46, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5789, top5_acc: 0.7897, loss_cls: 1.8701, loss: 1.8701, grad_norm: 3.9481 2020-10-10 17:16:01,728 - mmaction - INFO - Epoch [243][300/1413] lr: 4.417e-03, eta: 5:22:26, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5615, top5_acc: 0.7775, loss_cls: 1.9291, loss: 1.9291, grad_norm: 4.0597 2020-10-10 17:16:21,175 - mmaction - INFO - Epoch [243][320/1413] lr: 4.417e-03, eta: 5:22:06, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5693, top5_acc: 0.7784, loss_cls: 1.9218, loss: 1.9218, grad_norm: 4.0408 2020-10-10 17:16:40,584 - mmaction - INFO - Epoch [243][340/1413] lr: 4.417e-03, eta: 5:21:46, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5615, top5_acc: 0.7697, loss_cls: 1.9870, loss: 1.9870, grad_norm: 3.9952 2020-10-10 17:16:59,955 - mmaction - INFO - Epoch [243][360/1413] lr: 4.417e-03, eta: 5:21:26, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5724, top5_acc: 0.7878, loss_cls: 1.8950, loss: 1.8950, grad_norm: 3.9555 2020-10-10 17:17:19,372 - mmaction - INFO - Epoch [243][380/1413] lr: 4.417e-03, eta: 5:21:06, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5701, top5_acc: 0.7780, loss_cls: 1.9150, loss: 1.9150, grad_norm: 3.9574 2020-10-10 17:17:38,841 - mmaction - INFO - Epoch [243][400/1413] lr: 4.417e-03, eta: 5:20:46, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.5715, top5_acc: 0.7794, loss_cls: 1.9084, loss: 1.9084, grad_norm: 4.0246 2020-10-10 17:17:58,240 - mmaction - INFO - Epoch [243][420/1413] lr: 4.417e-03, eta: 5:20:26, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5685, top5_acc: 0.7798, loss_cls: 1.9247, loss: 1.9247, grad_norm: 4.0052 2020-10-10 17:18:17,612 - mmaction - INFO - Epoch [243][440/1413] lr: 4.417e-03, eta: 5:20:06, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5660, top5_acc: 0.7759, loss_cls: 1.9221, loss: 1.9221, grad_norm: 4.0008 2020-10-10 17:18:36,971 - mmaction - INFO - Epoch [243][460/1413] lr: 4.417e-03, eta: 5:19:46, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5658, top5_acc: 0.7755, loss_cls: 1.9300, loss: 1.9300, grad_norm: 4.0115 2020-10-10 17:18:56,383 - mmaction - INFO - Epoch [243][480/1413] lr: 4.417e-03, eta: 5:19:26, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5603, top5_acc: 0.7725, loss_cls: 1.9679, loss: 1.9679, grad_norm: 4.0582 2020-10-10 17:19:15,798 - mmaction - INFO - Epoch [243][500/1413] lr: 4.417e-03, eta: 5:19:07, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5659, top5_acc: 0.7754, loss_cls: 1.9451, loss: 1.9451, grad_norm: 4.0349 2020-10-10 17:19:35,201 - mmaction - INFO - Epoch [243][520/1413] lr: 4.417e-03, eta: 5:18:47, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5647, top5_acc: 0.7788, loss_cls: 1.9316, loss: 1.9316, grad_norm: 4.0432 2020-10-10 17:19:54,612 - mmaction - INFO - Epoch [243][540/1413] lr: 4.417e-03, eta: 5:18:27, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5658, top5_acc: 0.7767, loss_cls: 1.9481, loss: 1.9481, grad_norm: 4.0584 2020-10-10 17:20:13,961 - mmaction - INFO - Epoch [243][560/1413] lr: 4.417e-03, eta: 5:18:07, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5690, top5_acc: 0.7773, loss_cls: 1.9293, loss: 1.9293, grad_norm: 4.0033 2020-10-10 17:20:33,395 - mmaction - INFO - Epoch [243][580/1413] lr: 4.417e-03, eta: 5:17:47, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5682, top5_acc: 0.7807, loss_cls: 1.9234, loss: 1.9234, grad_norm: 3.9663 2020-10-10 17:20:52,815 - mmaction - INFO - Epoch [243][600/1413] lr: 4.417e-03, eta: 5:17:27, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5741, top5_acc: 0.7801, loss_cls: 1.8890, loss: 1.8890, grad_norm: 4.0208 2020-10-10 17:21:12,247 - mmaction - INFO - Epoch [243][620/1413] lr: 4.417e-03, eta: 5:17:07, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5763, top5_acc: 0.7823, loss_cls: 1.9039, loss: 1.9039, grad_norm: 4.0228 2020-10-10 17:21:31,679 - mmaction - INFO - Epoch [243][640/1413] lr: 4.417e-03, eta: 5:16:47, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5622, top5_acc: 0.7767, loss_cls: 1.9444, loss: 1.9444, grad_norm: 4.0542 2020-10-10 17:21:51,039 - mmaction - INFO - Epoch [243][660/1413] lr: 4.417e-03, eta: 5:16:27, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5690, top5_acc: 0.7837, loss_cls: 1.9241, loss: 1.9241, grad_norm: 4.0065 2020-10-10 17:22:10,397 - mmaction - INFO - Epoch [243][680/1413] lr: 4.417e-03, eta: 5:16:07, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.5681, top5_acc: 0.7755, loss_cls: 1.9435, loss: 1.9435, grad_norm: 4.0704 2020-10-10 17:22:29,841 - mmaction - INFO - Epoch [243][700/1413] lr: 4.417e-03, eta: 5:15:47, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5845, top5_acc: 0.7845, loss_cls: 1.8871, loss: 1.8871, grad_norm: 4.0160 2020-10-10 17:22:49,232 - mmaction - INFO - Epoch [243][720/1413] lr: 4.417e-03, eta: 5:15:27, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5523, top5_acc: 0.7719, loss_cls: 1.9834, loss: 1.9834, grad_norm: 4.1171 2020-10-10 17:23:08,569 - mmaction - INFO - Epoch [243][740/1413] lr: 4.417e-03, eta: 5:15:07, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5667, top5_acc: 0.7750, loss_cls: 1.9447, loss: 1.9447, grad_norm: 4.0481 2020-10-10 17:23:28,023 - mmaction - INFO - Epoch [243][760/1413] lr: 4.417e-03, eta: 5:14:47, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5582, top5_acc: 0.7702, loss_cls: 1.9556, loss: 1.9556, grad_norm: 4.0411 2020-10-10 17:23:47,436 - mmaction - INFO - Epoch [243][780/1413] lr: 4.417e-03, eta: 5:14:27, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5733, top5_acc: 0.7833, loss_cls: 1.9123, loss: 1.9123, grad_norm: 3.9976 2020-10-10 17:24:06,827 - mmaction - INFO - Epoch [243][800/1413] lr: 4.417e-03, eta: 5:14:07, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5656, top5_acc: 0.7785, loss_cls: 1.9328, loss: 1.9328, grad_norm: 3.9648 2020-10-10 17:24:26,216 - mmaction - INFO - Epoch [243][820/1413] lr: 4.417e-03, eta: 5:13:47, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5650, top5_acc: 0.7777, loss_cls: 1.9348, loss: 1.9348, grad_norm: 3.9596 2020-10-10 17:24:45,619 - mmaction - INFO - Epoch [243][840/1413] lr: 4.417e-03, eta: 5:13:28, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5754, top5_acc: 0.7893, loss_cls: 1.8751, loss: 1.8751, grad_norm: 3.9804 2020-10-10 17:25:05,034 - mmaction - INFO - Epoch [243][860/1413] lr: 4.417e-03, eta: 5:13:08, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5695, top5_acc: 0.7733, loss_cls: 1.9394, loss: 1.9394, grad_norm: 3.9979 2020-10-10 17:25:24,498 - mmaction - INFO - Epoch [243][880/1413] lr: 4.417e-03, eta: 5:12:48, time: 0.974, data_time: 0.003, memory: 8482, top1_acc: 0.5750, top5_acc: 0.7788, loss_cls: 1.9182, loss: 1.9182, grad_norm: 3.9812 2020-10-10 17:25:43,883 - mmaction - INFO - Epoch [243][900/1413] lr: 4.417e-03, eta: 5:12:28, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5596, top5_acc: 0.7743, loss_cls: 1.9571, loss: 1.9571, grad_norm: 4.0548 2020-10-10 17:26:03,310 - mmaction - INFO - Epoch [243][920/1413] lr: 4.417e-03, eta: 5:12:08, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5693, top5_acc: 0.7763, loss_cls: 1.9177, loss: 1.9177, grad_norm: 4.0560 2020-10-10 17:26:22,757 - mmaction - INFO - Epoch [243][940/1413] lr: 4.417e-03, eta: 5:11:48, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5711, top5_acc: 0.7786, loss_cls: 1.9273, loss: 1.9273, grad_norm: 4.0068 2020-10-10 17:26:42,172 - mmaction - INFO - Epoch [243][960/1413] lr: 4.417e-03, eta: 5:11:28, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5667, top5_acc: 0.7770, loss_cls: 1.9561, loss: 1.9561, grad_norm: 4.0348 2020-10-10 17:27:01,520 - mmaction - INFO - Epoch [243][980/1413] lr: 4.417e-03, eta: 5:11:08, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5604, top5_acc: 0.7720, loss_cls: 1.9535, loss: 1.9535, grad_norm: 4.0466 2020-10-10 17:27:20,924 - mmaction - INFO - Epoch [243][1000/1413] lr: 4.417e-03, eta: 5:10:48, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5660, top5_acc: 0.7734, loss_cls: 1.9495, loss: 1.9495, grad_norm: 4.0092 2020-10-10 17:27:40,312 - mmaction - INFO - Epoch [243][1020/1413] lr: 4.417e-03, eta: 5:10:28, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5707, top5_acc: 0.7822, loss_cls: 1.8874, loss: 1.8874, grad_norm: 4.0102 2020-10-10 17:27:59,681 - mmaction - INFO - Epoch [243][1040/1413] lr: 4.417e-03, eta: 5:10:08, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5678, top5_acc: 0.7779, loss_cls: 1.9320, loss: 1.9320, grad_norm: 3.9985 2020-10-10 17:28:19,090 - mmaction - INFO - Epoch [243][1060/1413] lr: 4.417e-03, eta: 5:09:48, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5695, top5_acc: 0.7823, loss_cls: 1.9008, loss: 1.9008, grad_norm: 4.0076 2020-10-10 17:28:38,508 - mmaction - INFO - Epoch [243][1080/1413] lr: 4.417e-03, eta: 5:09:28, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5759, top5_acc: 0.7772, loss_cls: 1.9047, loss: 1.9047, grad_norm: 4.0073 2020-10-10 17:28:57,901 - mmaction - INFO - Epoch [243][1100/1413] lr: 4.417e-03, eta: 5:09:08, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5634, top5_acc: 0.7757, loss_cls: 1.9325, loss: 1.9325, grad_norm: 4.0191 2020-10-10 17:29:17,276 - mmaction - INFO - Epoch [243][1120/1413] lr: 4.417e-03, eta: 5:08:48, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5520, top5_acc: 0.7751, loss_cls: 1.9736, loss: 1.9736, grad_norm: 4.0964 2020-10-10 17:29:36,633 - mmaction - INFO - Epoch [243][1140/1413] lr: 4.417e-03, eta: 5:08:28, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5714, top5_acc: 0.7803, loss_cls: 1.9021, loss: 1.9021, grad_norm: 4.0379 2020-10-10 17:29:56,074 - mmaction - INFO - Epoch [243][1160/1413] lr: 4.417e-03, eta: 5:08:08, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5525, top5_acc: 0.7721, loss_cls: 1.9579, loss: 1.9579, grad_norm: 4.0461 2020-10-10 17:30:15,429 - mmaction - INFO - Epoch [243][1180/1413] lr: 4.417e-03, eta: 5:07:49, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5608, top5_acc: 0.7733, loss_cls: 1.9392, loss: 1.9392, grad_norm: 4.0287 2020-10-10 17:30:34,810 - mmaction - INFO - Epoch [243][1200/1413] lr: 4.417e-03, eta: 5:07:29, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5728, top5_acc: 0.7790, loss_cls: 1.9087, loss: 1.9087, grad_norm: 4.0270 2020-10-10 17:30:54,239 - mmaction - INFO - Epoch [243][1220/1413] lr: 4.417e-03, eta: 5:07:09, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5677, top5_acc: 0.7743, loss_cls: 1.9222, loss: 1.9222, grad_norm: 3.9706 2020-10-10 17:31:13,632 - mmaction - INFO - Epoch [243][1240/1413] lr: 4.417e-03, eta: 5:06:49, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5562, top5_acc: 0.7725, loss_cls: 1.9511, loss: 1.9511, grad_norm: 4.0667 2020-10-10 17:31:33,069 - mmaction - INFO - Epoch [243][1260/1413] lr: 4.417e-03, eta: 5:06:29, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5556, top5_acc: 0.7682, loss_cls: 1.9651, loss: 1.9651, grad_norm: 4.0311 2020-10-10 17:31:52,452 - mmaction - INFO - Epoch [243][1280/1413] lr: 4.417e-03, eta: 5:06:09, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5576, top5_acc: 0.7685, loss_cls: 1.9800, loss: 1.9800, grad_norm: 4.0829 2020-10-10 17:32:11,821 - mmaction - INFO - Epoch [243][1300/1413] lr: 4.417e-03, eta: 5:05:49, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5645, top5_acc: 0.7789, loss_cls: 1.9398, loss: 1.9398, grad_norm: 4.0370 2020-10-10 17:32:31,231 - mmaction - INFO - Epoch [243][1320/1413] lr: 4.417e-03, eta: 5:05:29, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5607, top5_acc: 0.7767, loss_cls: 1.9512, loss: 1.9512, grad_norm: 4.1045 2020-10-10 17:32:50,641 - mmaction - INFO - Epoch [243][1340/1413] lr: 4.417e-03, eta: 5:05:09, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5630, top5_acc: 0.7770, loss_cls: 1.9387, loss: 1.9387, grad_norm: 4.1013 2020-10-10 17:33:10,022 - mmaction - INFO - Epoch [243][1360/1413] lr: 4.417e-03, eta: 5:04:49, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5595, top5_acc: 0.7734, loss_cls: 1.9615, loss: 1.9615, grad_norm: 4.1351 2020-10-10 17:33:29,429 - mmaction - INFO - Epoch [243][1380/1413] lr: 4.417e-03, eta: 5:04:29, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5704, top5_acc: 0.7842, loss_cls: 1.9093, loss: 1.9093, grad_norm: 4.0459 2020-10-10 17:33:48,809 - mmaction - INFO - Epoch [243][1400/1413] lr: 4.417e-03, eta: 5:04:09, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5681, top5_acc: 0.7797, loss_cls: 1.9062, loss: 1.9062, grad_norm: 3.9989 2020-10-10 17:34:53,304 - mmaction - INFO - Epoch [244][20/1413] lr: 3.810e-03, eta: 5:03:40, time: 2.574, data_time: 1.568, memory: 8482, top1_acc: 0.5686, top5_acc: 0.7811, loss_cls: 1.9083, loss: 1.9083, grad_norm: 3.9836 2020-10-10 17:35:12,630 - mmaction - INFO - Epoch [244][40/1413] lr: 3.810e-03, eta: 5:03:20, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.5746, top5_acc: 0.7792, loss_cls: 1.9078, loss: 1.9078, grad_norm: 4.0190 2020-10-10 17:35:32,019 - mmaction - INFO - Epoch [244][60/1413] lr: 3.810e-03, eta: 5:03:00, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5714, top5_acc: 0.7814, loss_cls: 1.9266, loss: 1.9266, grad_norm: 4.0148 2020-10-10 17:35:51,383 - mmaction - INFO - Epoch [244][80/1413] lr: 3.810e-03, eta: 5:02:40, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5757, top5_acc: 0.7807, loss_cls: 1.8923, loss: 1.8923, grad_norm: 4.0506 2020-10-10 17:36:10,761 - mmaction - INFO - Epoch [244][100/1413] lr: 3.810e-03, eta: 5:02:20, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5673, top5_acc: 0.7724, loss_cls: 1.9398, loss: 1.9398, grad_norm: 4.0649 2020-10-10 17:36:30,132 - mmaction - INFO - Epoch [244][120/1413] lr: 3.810e-03, eta: 5:02:00, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5793, top5_acc: 0.7893, loss_cls: 1.8713, loss: 1.8713, grad_norm: 4.0200 2020-10-10 17:36:49,591 - mmaction - INFO - Epoch [244][140/1413] lr: 3.810e-03, eta: 5:01:40, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5720, top5_acc: 0.7742, loss_cls: 1.9312, loss: 1.9312, grad_norm: 4.0270 2020-10-10 17:37:08,983 - mmaction - INFO - Epoch [244][160/1413] lr: 3.810e-03, eta: 5:01:20, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5637, top5_acc: 0.7811, loss_cls: 1.9138, loss: 1.9138, grad_norm: 4.1056 2020-10-10 17:37:28,350 - mmaction - INFO - Epoch [244][180/1413] lr: 3.810e-03, eta: 5:01:00, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5637, top5_acc: 0.7766, loss_cls: 1.9141, loss: 1.9141, grad_norm: 4.0398 2020-10-10 17:37:47,771 - mmaction - INFO - Epoch [244][200/1413] lr: 3.810e-03, eta: 5:00:40, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5734, top5_acc: 0.7829, loss_cls: 1.8785, loss: 1.8785, grad_norm: 4.0391 2020-10-10 17:38:07,193 - mmaction - INFO - Epoch [244][220/1413] lr: 3.810e-03, eta: 5:00:20, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5730, top5_acc: 0.7780, loss_cls: 1.9149, loss: 1.9149, grad_norm: 4.0534 2020-10-10 17:38:26,562 - mmaction - INFO - Epoch [244][240/1413] lr: 3.810e-03, eta: 5:00:00, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5680, top5_acc: 0.7749, loss_cls: 1.9446, loss: 1.9446, grad_norm: 4.0577 2020-10-10 17:38:45,937 - mmaction - INFO - Epoch [244][260/1413] lr: 3.810e-03, eta: 4:59:40, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5635, top5_acc: 0.7753, loss_cls: 1.9409, loss: 1.9409, grad_norm: 4.0813 2020-10-10 17:39:05,294 - mmaction - INFO - Epoch [244][280/1413] lr: 3.810e-03, eta: 4:59:20, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5716, top5_acc: 0.7836, loss_cls: 1.8820, loss: 1.8820, grad_norm: 4.0451 2020-10-10 17:39:24,688 - mmaction - INFO - Epoch [244][300/1413] lr: 3.810e-03, eta: 4:59:01, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5829, top5_acc: 0.7924, loss_cls: 1.8506, loss: 1.8506, grad_norm: 3.9980 2020-10-10 17:39:44,063 - mmaction - INFO - Epoch [244][320/1413] lr: 3.810e-03, eta: 4:58:41, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5733, top5_acc: 0.7811, loss_cls: 1.9080, loss: 1.9080, grad_norm: 4.0657 2020-10-10 17:40:03,472 - mmaction - INFO - Epoch [244][340/1413] lr: 3.810e-03, eta: 4:58:21, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5725, top5_acc: 0.7732, loss_cls: 1.9204, loss: 1.9204, grad_norm: 4.0745 2020-10-10 17:40:22,856 - mmaction - INFO - Epoch [244][360/1413] lr: 3.810e-03, eta: 4:58:01, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5697, top5_acc: 0.7792, loss_cls: 1.9015, loss: 1.9015, grad_norm: 4.0743 2020-10-10 17:40:42,226 - mmaction - INFO - Epoch [244][380/1413] lr: 3.810e-03, eta: 4:57:41, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5784, top5_acc: 0.7814, loss_cls: 1.8722, loss: 1.8722, grad_norm: 4.0386 2020-10-10 17:41:01,621 - mmaction - INFO - Epoch [244][400/1413] lr: 3.810e-03, eta: 4:57:21, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5798, top5_acc: 0.7879, loss_cls: 1.8734, loss: 1.8734, grad_norm: 4.0529 2020-10-10 17:41:21,003 - mmaction - INFO - Epoch [244][420/1413] lr: 3.810e-03, eta: 4:57:01, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5723, top5_acc: 0.7829, loss_cls: 1.8881, loss: 1.8881, grad_norm: 4.0857 2020-10-10 17:41:40,445 - mmaction - INFO - Epoch [244][440/1413] lr: 3.810e-03, eta: 4:56:41, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5697, top5_acc: 0.7745, loss_cls: 1.9312, loss: 1.9312, grad_norm: 4.1158 2020-10-10 17:41:59,843 - mmaction - INFO - Epoch [244][460/1413] lr: 3.810e-03, eta: 4:56:21, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5645, top5_acc: 0.7708, loss_cls: 1.9344, loss: 1.9344, grad_norm: 4.0978 2020-10-10 17:42:19,237 - mmaction - INFO - Epoch [244][480/1413] lr: 3.810e-03, eta: 4:56:01, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5620, top5_acc: 0.7708, loss_cls: 1.9596, loss: 1.9596, grad_norm: 4.1457 2020-10-10 17:42:38,640 - mmaction - INFO - Epoch [244][500/1413] lr: 3.810e-03, eta: 4:55:41, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5622, top5_acc: 0.7749, loss_cls: 1.9389, loss: 1.9389, grad_norm: 4.1100 2020-10-10 17:42:58,036 - mmaction - INFO - Epoch [244][520/1413] lr: 3.810e-03, eta: 4:55:21, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5723, top5_acc: 0.7757, loss_cls: 1.9184, loss: 1.9184, grad_norm: 4.0203 2020-10-10 17:43:17,446 - mmaction - INFO - Epoch [244][540/1413] lr: 3.810e-03, eta: 4:55:01, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5730, top5_acc: 0.7854, loss_cls: 1.8982, loss: 1.8982, grad_norm: 4.0593 2020-10-10 17:43:36,805 - mmaction - INFO - Epoch [244][560/1413] lr: 3.810e-03, eta: 4:54:41, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5688, top5_acc: 0.7803, loss_cls: 1.9164, loss: 1.9164, grad_norm: 4.1478 2020-10-10 17:43:56,238 - mmaction - INFO - Epoch [244][580/1413] lr: 3.810e-03, eta: 4:54:21, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5711, top5_acc: 0.7783, loss_cls: 1.9209, loss: 1.9209, grad_norm: 4.0413 2020-10-10 17:44:15,597 - mmaction - INFO - Epoch [244][600/1413] lr: 3.810e-03, eta: 4:54:02, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5659, top5_acc: 0.7760, loss_cls: 1.9172, loss: 1.9172, grad_norm: 4.0854 2020-10-10 17:44:34,957 - mmaction - INFO - Epoch [244][620/1413] lr: 3.810e-03, eta: 4:53:42, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5693, top5_acc: 0.7766, loss_cls: 1.9298, loss: 1.9298, grad_norm: 4.1195 2020-10-10 17:44:54,369 - mmaction - INFO - Epoch [244][640/1413] lr: 3.810e-03, eta: 4:53:22, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5682, top5_acc: 0.7717, loss_cls: 1.9358, loss: 1.9358, grad_norm: 4.0368 2020-10-10 17:45:13,741 - mmaction - INFO - Epoch [244][660/1413] lr: 3.810e-03, eta: 4:53:02, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5781, top5_acc: 0.7872, loss_cls: 1.8821, loss: 1.8821, grad_norm: 4.0364 2020-10-10 17:45:33,105 - mmaction - INFO - Epoch [244][680/1413] lr: 3.810e-03, eta: 4:52:42, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5712, top5_acc: 0.7801, loss_cls: 1.8944, loss: 1.8944, grad_norm: 4.0819 2020-10-10 17:45:52,512 - mmaction - INFO - Epoch [244][700/1413] lr: 3.810e-03, eta: 4:52:22, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5706, top5_acc: 0.7803, loss_cls: 1.9231, loss: 1.9231, grad_norm: 4.0674 2020-10-10 17:46:11,900 - mmaction - INFO - Epoch [244][720/1413] lr: 3.810e-03, eta: 4:52:02, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5648, top5_acc: 0.7822, loss_cls: 1.9039, loss: 1.9039, grad_norm: 4.0682 2020-10-10 17:46:31,305 - mmaction - INFO - Epoch [244][740/1413] lr: 3.810e-03, eta: 4:51:42, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5750, top5_acc: 0.7863, loss_cls: 1.8698, loss: 1.8698, grad_norm: 4.0547 2020-10-10 17:46:50,711 - mmaction - INFO - Epoch [244][760/1413] lr: 3.810e-03, eta: 4:51:22, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5639, top5_acc: 0.7772, loss_cls: 1.9257, loss: 1.9257, grad_norm: 4.1212 2020-10-10 17:47:10,092 - mmaction - INFO - Epoch [244][780/1413] lr: 3.810e-03, eta: 4:51:02, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5669, top5_acc: 0.7802, loss_cls: 1.9043, loss: 1.9043, grad_norm: 4.1288 2020-10-10 17:47:29,519 - mmaction - INFO - Epoch [244][800/1413] lr: 3.810e-03, eta: 4:50:42, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5712, top5_acc: 0.7801, loss_cls: 1.9160, loss: 1.9160, grad_norm: 4.1289 2020-10-10 17:47:48,898 - mmaction - INFO - Epoch [244][820/1413] lr: 3.810e-03, eta: 4:50:22, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5754, top5_acc: 0.7887, loss_cls: 1.8697, loss: 1.8697, grad_norm: 4.1112 2020-10-10 17:48:08,221 - mmaction - INFO - Epoch [244][840/1413] lr: 3.810e-03, eta: 4:50:02, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5763, top5_acc: 0.7855, loss_cls: 1.8834, loss: 1.8834, grad_norm: 4.0647 2020-10-10 17:48:27,639 - mmaction - INFO - Epoch [244][860/1413] lr: 3.810e-03, eta: 4:49:42, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5582, top5_acc: 0.7721, loss_cls: 1.9680, loss: 1.9680, grad_norm: 4.1475 2020-10-10 17:48:47,091 - mmaction - INFO - Epoch [244][880/1413] lr: 3.810e-03, eta: 4:49:22, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5687, top5_acc: 0.7835, loss_cls: 1.8949, loss: 1.8949, grad_norm: 4.1443 2020-10-10 17:49:06,500 - mmaction - INFO - Epoch [244][900/1413] lr: 3.810e-03, eta: 4:49:03, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5729, top5_acc: 0.7842, loss_cls: 1.9010, loss: 1.9010, grad_norm: 4.1052 2020-10-10 17:49:25,933 - mmaction - INFO - Epoch [244][920/1413] lr: 3.810e-03, eta: 4:48:43, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5745, top5_acc: 0.7852, loss_cls: 1.8869, loss: 1.8869, grad_norm: 4.0795 2020-10-10 17:49:45,293 - mmaction - INFO - Epoch [244][940/1413] lr: 3.810e-03, eta: 4:48:23, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5618, top5_acc: 0.7781, loss_cls: 1.9228, loss: 1.9228, grad_norm: 4.1059 2020-10-10 17:50:04,720 - mmaction - INFO - Epoch [244][960/1413] lr: 3.810e-03, eta: 4:48:03, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5816, top5_acc: 0.7780, loss_cls: 1.8834, loss: 1.8834, grad_norm: 4.0104 2020-10-10 17:50:24,078 - mmaction - INFO - Epoch [244][980/1413] lr: 3.810e-03, eta: 4:47:43, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5690, top5_acc: 0.7839, loss_cls: 1.8936, loss: 1.8936, grad_norm: 4.0663 2020-10-10 17:50:43,543 - mmaction - INFO - Epoch [244][1000/1413] lr: 3.810e-03, eta: 4:47:23, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5829, top5_acc: 0.7841, loss_cls: 1.8791, loss: 1.8791, grad_norm: 4.0457 2020-10-10 17:51:02,925 - mmaction - INFO - Epoch [244][1020/1413] lr: 3.810e-03, eta: 4:47:03, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5719, top5_acc: 0.7841, loss_cls: 1.8726, loss: 1.8726, grad_norm: 4.0833 2020-10-10 17:51:22,297 - mmaction - INFO - Epoch [244][1040/1413] lr: 3.810e-03, eta: 4:46:43, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5626, top5_acc: 0.7687, loss_cls: 1.9696, loss: 1.9696, grad_norm: 4.1413 2020-10-10 17:51:41,647 - mmaction - INFO - Epoch [244][1060/1413] lr: 3.810e-03, eta: 4:46:23, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5613, top5_acc: 0.7697, loss_cls: 1.9522, loss: 1.9522, grad_norm: 4.1131 2020-10-10 17:52:01,004 - mmaction - INFO - Epoch [244][1080/1413] lr: 3.810e-03, eta: 4:46:03, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5612, top5_acc: 0.7812, loss_cls: 1.9265, loss: 1.9265, grad_norm: 4.1250 2020-10-10 17:52:20,443 - mmaction - INFO - Epoch [244][1100/1413] lr: 3.810e-03, eta: 4:45:43, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5677, top5_acc: 0.7836, loss_cls: 1.8900, loss: 1.8900, grad_norm: 4.1137 2020-10-10 17:52:39,891 - mmaction - INFO - Epoch [244][1120/1413] lr: 3.810e-03, eta: 4:45:23, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5684, top5_acc: 0.7773, loss_cls: 1.9321, loss: 1.9321, grad_norm: 4.0938 2020-10-10 17:52:59,322 - mmaction - INFO - Epoch [244][1140/1413] lr: 3.810e-03, eta: 4:45:03, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5746, top5_acc: 0.7897, loss_cls: 1.8694, loss: 1.8694, grad_norm: 4.0551 2020-10-10 17:53:18,699 - mmaction - INFO - Epoch [244][1160/1413] lr: 3.810e-03, eta: 4:44:43, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5711, top5_acc: 0.7828, loss_cls: 1.9173, loss: 1.9173, grad_norm: 4.0887 2020-10-10 17:53:38,135 - mmaction - INFO - Epoch [244][1180/1413] lr: 3.810e-03, eta: 4:44:24, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5702, top5_acc: 0.7775, loss_cls: 1.9202, loss: 1.9202, grad_norm: 4.1287 2020-10-10 17:53:57,596 - mmaction - INFO - Epoch [244][1200/1413] lr: 3.810e-03, eta: 4:44:04, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5711, top5_acc: 0.7859, loss_cls: 1.8928, loss: 1.8928, grad_norm: 4.0817 2020-10-10 17:54:16,980 - mmaction - INFO - Epoch [244][1220/1413] lr: 3.810e-03, eta: 4:43:44, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5668, top5_acc: 0.7839, loss_cls: 1.8884, loss: 1.8884, grad_norm: 4.0803 2020-10-10 17:54:36,370 - mmaction - INFO - Epoch [244][1240/1413] lr: 3.810e-03, eta: 4:43:24, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5793, top5_acc: 0.7820, loss_cls: 1.8916, loss: 1.8916, grad_norm: 4.1232 2020-10-10 17:54:55,763 - mmaction - INFO - Epoch [244][1260/1413] lr: 3.810e-03, eta: 4:43:04, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5714, top5_acc: 0.7867, loss_cls: 1.8859, loss: 1.8859, grad_norm: 4.1149 2020-10-10 17:55:15,156 - mmaction - INFO - Epoch [244][1280/1413] lr: 3.810e-03, eta: 4:42:44, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5813, top5_acc: 0.7849, loss_cls: 1.8578, loss: 1.8578, grad_norm: 4.1026 2020-10-10 17:55:34,573 - mmaction - INFO - Epoch [244][1300/1413] lr: 3.810e-03, eta: 4:42:24, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5757, top5_acc: 0.7858, loss_cls: 1.8928, loss: 1.8928, grad_norm: 4.0856 2020-10-10 17:55:53,918 - mmaction - INFO - Epoch [244][1320/1413] lr: 3.810e-03, eta: 4:42:04, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5728, top5_acc: 0.7805, loss_cls: 1.9181, loss: 1.9181, grad_norm: 4.0959 2020-10-10 17:56:13,383 - mmaction - INFO - Epoch [244][1340/1413] lr: 3.810e-03, eta: 4:41:44, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.5568, top5_acc: 0.7669, loss_cls: 1.9908, loss: 1.9908, grad_norm: 4.1490 2020-10-10 17:56:32,802 - mmaction - INFO - Epoch [244][1360/1413] lr: 3.810e-03, eta: 4:41:24, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5688, top5_acc: 0.7727, loss_cls: 1.9319, loss: 1.9319, grad_norm: 4.1708 2020-10-10 17:56:52,254 - mmaction - INFO - Epoch [244][1380/1413] lr: 3.810e-03, eta: 4:41:04, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5663, top5_acc: 0.7803, loss_cls: 1.9336, loss: 1.9336, grad_norm: 4.1343 2020-10-10 17:57:11,642 - mmaction - INFO - Epoch [244][1400/1413] lr: 3.810e-03, eta: 4:40:44, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5668, top5_acc: 0.7798, loss_cls: 1.9145, loss: 1.9145, grad_norm: 4.0822 2020-10-10 17:58:15,355 - mmaction - INFO - Epoch [245][20/1413] lr: 3.247e-03, eta: 4:40:14, time: 2.536, data_time: 1.286, memory: 8482, top1_acc: 0.5729, top5_acc: 0.7846, loss_cls: 1.8863, loss: 1.8863, grad_norm: 4.0646 2020-10-10 17:58:34,659 - mmaction - INFO - Epoch [245][40/1413] lr: 3.247e-03, eta: 4:39:54, time: 0.965, data_time: 0.003, memory: 8482, top1_acc: 0.5762, top5_acc: 0.7796, loss_cls: 1.8827, loss: 1.8827, grad_norm: 4.0399 2020-10-10 17:58:53,946 - mmaction - INFO - Epoch [245][60/1413] lr: 3.247e-03, eta: 4:39:35, time: 0.965, data_time: 0.003, memory: 8482, top1_acc: 0.5785, top5_acc: 0.7823, loss_cls: 1.8830, loss: 1.8830, grad_norm: 4.0859 2020-10-10 17:59:13,353 - mmaction - INFO - Epoch [245][80/1413] lr: 3.247e-03, eta: 4:39:15, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5708, top5_acc: 0.7745, loss_cls: 1.9279, loss: 1.9279, grad_norm: 4.1444 2020-10-10 17:59:32,707 - mmaction - INFO - Epoch [245][100/1413] lr: 3.247e-03, eta: 4:38:55, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5716, top5_acc: 0.7802, loss_cls: 1.8950, loss: 1.8950, grad_norm: 4.1082 2020-10-10 17:59:52,067 - mmaction - INFO - Epoch [245][120/1413] lr: 3.247e-03, eta: 4:38:35, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5799, top5_acc: 0.7819, loss_cls: 1.8827, loss: 1.8827, grad_norm: 4.0763 2020-10-10 18:00:12,397 - mmaction - INFO - Epoch [245][140/1413] lr: 3.247e-03, eta: 4:38:15, time: 1.017, data_time: 0.002, memory: 8482, top1_acc: 0.5728, top5_acc: 0.7848, loss_cls: 1.8868, loss: 1.8868, grad_norm: 4.1023 2020-10-10 18:00:31,780 - mmaction - INFO - Epoch [245][160/1413] lr: 3.247e-03, eta: 4:37:55, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5806, top5_acc: 0.7831, loss_cls: 1.8646, loss: 1.8646, grad_norm: 4.0457 2020-10-10 18:00:51,178 - mmaction - INFO - Epoch [245][180/1413] lr: 3.247e-03, eta: 4:37:35, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5758, top5_acc: 0.7844, loss_cls: 1.8712, loss: 1.8712, grad_norm: 4.1122 2020-10-10 18:01:10,563 - mmaction - INFO - Epoch [245][200/1413] lr: 3.247e-03, eta: 4:37:15, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5751, top5_acc: 0.7745, loss_cls: 1.9178, loss: 1.9178, grad_norm: 4.1879 2020-10-10 18:01:29,915 - mmaction - INFO - Epoch [245][220/1413] lr: 3.247e-03, eta: 4:36:55, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5661, top5_acc: 0.7859, loss_cls: 1.9080, loss: 1.9080, grad_norm: 4.1563 2020-10-10 18:01:49,252 - mmaction - INFO - Epoch [245][240/1413] lr: 3.247e-03, eta: 4:36:35, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5733, top5_acc: 0.7807, loss_cls: 1.9058, loss: 1.9058, grad_norm: 4.0886 2020-10-10 18:02:08,583 - mmaction - INFO - Epoch [245][260/1413] lr: 3.247e-03, eta: 4:36:15, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5742, top5_acc: 0.7837, loss_cls: 1.8814, loss: 1.8814, grad_norm: 4.0809 2020-10-10 18:02:27,953 - mmaction - INFO - Epoch [245][280/1413] lr: 3.247e-03, eta: 4:35:55, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5706, top5_acc: 0.7803, loss_cls: 1.8872, loss: 1.8872, grad_norm: 4.1213 2020-10-10 18:02:47,349 - mmaction - INFO - Epoch [245][300/1413] lr: 3.247e-03, eta: 4:35:36, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5953, top5_acc: 0.7936, loss_cls: 1.8137, loss: 1.8137, grad_norm: 4.0423 2020-10-10 18:03:06,790 - mmaction - INFO - Epoch [245][320/1413] lr: 3.247e-03, eta: 4:35:16, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5743, top5_acc: 0.7807, loss_cls: 1.8921, loss: 1.8921, grad_norm: 4.1014 2020-10-10 18:03:26,156 - mmaction - INFO - Epoch [245][340/1413] lr: 3.247e-03, eta: 4:34:56, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5673, top5_acc: 0.7824, loss_cls: 1.9059, loss: 1.9059, grad_norm: 4.1282 2020-10-10 18:03:45,586 - mmaction - INFO - Epoch [245][360/1413] lr: 3.247e-03, eta: 4:34:36, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5762, top5_acc: 0.7831, loss_cls: 1.8962, loss: 1.8962, grad_norm: 4.0746 2020-10-10 18:04:05,016 - mmaction - INFO - Epoch [245][380/1413] lr: 3.247e-03, eta: 4:34:16, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5724, top5_acc: 0.7833, loss_cls: 1.8872, loss: 1.8872, grad_norm: 4.1237 2020-10-10 18:04:24,341 - mmaction - INFO - Epoch [245][400/1413] lr: 3.247e-03, eta: 4:33:56, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5728, top5_acc: 0.7852, loss_cls: 1.8839, loss: 1.8839, grad_norm: 4.1050 2020-10-10 18:04:43,701 - mmaction - INFO - Epoch [245][420/1413] lr: 3.247e-03, eta: 4:33:36, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5803, top5_acc: 0.7930, loss_cls: 1.8549, loss: 1.8549, grad_norm: 4.0878 2020-10-10 18:05:03,156 - mmaction - INFO - Epoch [245][440/1413] lr: 3.247e-03, eta: 4:33:16, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5703, top5_acc: 0.7842, loss_cls: 1.8844, loss: 1.8844, grad_norm: 4.1054 2020-10-10 18:05:22,558 - mmaction - INFO - Epoch [245][460/1413] lr: 3.247e-03, eta: 4:32:56, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5633, top5_acc: 0.7706, loss_cls: 1.9347, loss: 1.9347, grad_norm: 4.1553 2020-10-10 18:05:41,922 - mmaction - INFO - Epoch [245][480/1413] lr: 3.247e-03, eta: 4:32:36, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5706, top5_acc: 0.7792, loss_cls: 1.8998, loss: 1.8998, grad_norm: 4.1096 2020-10-10 18:06:01,351 - mmaction - INFO - Epoch [245][500/1413] lr: 3.247e-03, eta: 4:32:16, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5629, top5_acc: 0.7788, loss_cls: 1.9311, loss: 1.9311, grad_norm: 4.1997 2020-10-10 18:06:20,744 - mmaction - INFO - Epoch [245][520/1413] lr: 3.247e-03, eta: 4:31:56, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5711, top5_acc: 0.7820, loss_cls: 1.9197, loss: 1.9197, grad_norm: 4.1780 2020-10-10 18:06:40,166 - mmaction - INFO - Epoch [245][540/1413] lr: 3.247e-03, eta: 4:31:36, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5759, top5_acc: 0.7865, loss_cls: 1.8913, loss: 1.8913, grad_norm: 4.1393 2020-10-10 18:06:59,555 - mmaction - INFO - Epoch [245][560/1413] lr: 3.247e-03, eta: 4:31:16, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5728, top5_acc: 0.7816, loss_cls: 1.8928, loss: 1.8928, grad_norm: 4.1215 2020-10-10 18:07:18,967 - mmaction - INFO - Epoch [245][580/1413] lr: 3.247e-03, eta: 4:30:57, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5757, top5_acc: 0.7811, loss_cls: 1.8840, loss: 1.8840, grad_norm: 4.0851 2020-10-10 18:07:38,401 - mmaction - INFO - Epoch [245][600/1413] lr: 3.247e-03, eta: 4:30:37, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5802, top5_acc: 0.7874, loss_cls: 1.8629, loss: 1.8629, grad_norm: 4.0744 2020-10-10 18:07:57,832 - mmaction - INFO - Epoch [245][620/1413] lr: 3.247e-03, eta: 4:30:17, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.5643, top5_acc: 0.7802, loss_cls: 1.9268, loss: 1.9268, grad_norm: 4.1544 2020-10-10 18:08:17,202 - mmaction - INFO - Epoch [245][640/1413] lr: 3.247e-03, eta: 4:29:57, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5720, top5_acc: 0.7818, loss_cls: 1.9061, loss: 1.9061, grad_norm: 4.2109 2020-10-10 18:08:36,577 - mmaction - INFO - Epoch [245][660/1413] lr: 3.247e-03, eta: 4:29:37, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5724, top5_acc: 0.7826, loss_cls: 1.9123, loss: 1.9123, grad_norm: 4.1709 2020-10-10 18:08:55,993 - mmaction - INFO - Epoch [245][680/1413] lr: 3.247e-03, eta: 4:29:17, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5767, top5_acc: 0.7811, loss_cls: 1.8660, loss: 1.8660, grad_norm: 4.1238 2020-10-10 18:09:15,393 - mmaction - INFO - Epoch [245][700/1413] lr: 3.247e-03, eta: 4:28:57, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5802, top5_acc: 0.7879, loss_cls: 1.8407, loss: 1.8407, grad_norm: 4.1129 2020-10-10 18:09:34,809 - mmaction - INFO - Epoch [245][720/1413] lr: 3.247e-03, eta: 4:28:37, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5708, top5_acc: 0.7798, loss_cls: 1.9091, loss: 1.9091, grad_norm: 4.1219 2020-10-10 18:09:54,197 - mmaction - INFO - Epoch [245][740/1413] lr: 3.247e-03, eta: 4:28:17, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5818, top5_acc: 0.7883, loss_cls: 1.8542, loss: 1.8542, grad_norm: 4.0948 2020-10-10 18:10:13,640 - mmaction - INFO - Epoch [245][760/1413] lr: 3.247e-03, eta: 4:27:57, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5642, top5_acc: 0.7775, loss_cls: 1.9369, loss: 1.9369, grad_norm: 4.1830 2020-10-10 18:10:33,057 - mmaction - INFO - Epoch [245][780/1413] lr: 3.247e-03, eta: 4:27:37, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5690, top5_acc: 0.7828, loss_cls: 1.9020, loss: 1.9020, grad_norm: 4.1826 2020-10-10 18:10:52,450 - mmaction - INFO - Epoch [245][800/1413] lr: 3.247e-03, eta: 4:27:17, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5745, top5_acc: 0.7801, loss_cls: 1.9037, loss: 1.9037, grad_norm: 4.1104 2020-10-10 18:11:11,800 - mmaction - INFO - Epoch [245][820/1413] lr: 3.247e-03, eta: 4:26:57, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5788, top5_acc: 0.7852, loss_cls: 1.8896, loss: 1.8896, grad_norm: 4.1234 2020-10-10 18:11:31,144 - mmaction - INFO - Epoch [245][840/1413] lr: 3.247e-03, eta: 4:26:38, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5742, top5_acc: 0.7793, loss_cls: 1.9170, loss: 1.9170, grad_norm: 4.1764 2020-10-10 18:11:50,569 - mmaction - INFO - Epoch [245][860/1413] lr: 3.247e-03, eta: 4:26:18, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5708, top5_acc: 0.7842, loss_cls: 1.8769, loss: 1.8769, grad_norm: 4.1376 2020-10-10 18:12:09,927 - mmaction - INFO - Epoch [245][880/1413] lr: 3.247e-03, eta: 4:25:58, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5729, top5_acc: 0.7852, loss_cls: 1.9039, loss: 1.9039, grad_norm: 4.2072 2020-10-10 18:12:29,307 - mmaction - INFO - Epoch [245][900/1413] lr: 3.247e-03, eta: 4:25:38, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5745, top5_acc: 0.7854, loss_cls: 1.8991, loss: 1.8991, grad_norm: 4.2083 2020-10-10 18:12:48,740 - mmaction - INFO - Epoch [245][920/1413] lr: 3.247e-03, eta: 4:25:18, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5738, top5_acc: 0.7777, loss_cls: 1.9007, loss: 1.9007, grad_norm: 4.1176 2020-10-10 18:13:08,119 - mmaction - INFO - Epoch [245][940/1413] lr: 3.247e-03, eta: 4:24:58, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5776, top5_acc: 0.7829, loss_cls: 1.9027, loss: 1.9027, grad_norm: 4.1145 2020-10-10 18:13:27,526 - mmaction - INFO - Epoch [245][960/1413] lr: 3.247e-03, eta: 4:24:38, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5737, top5_acc: 0.7740, loss_cls: 1.9122, loss: 1.9122, grad_norm: 4.1416 2020-10-10 18:13:46,930 - mmaction - INFO - Epoch [245][980/1413] lr: 3.247e-03, eta: 4:24:18, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5651, top5_acc: 0.7750, loss_cls: 1.9256, loss: 1.9256, grad_norm: 4.1635 2020-10-10 18:14:06,333 - mmaction - INFO - Epoch [245][1000/1413] lr: 3.247e-03, eta: 4:23:58, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5659, top5_acc: 0.7816, loss_cls: 1.9090, loss: 1.9090, grad_norm: 4.1409 2020-10-10 18:14:25,796 - mmaction - INFO - Epoch [245][1020/1413] lr: 3.247e-03, eta: 4:23:38, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5707, top5_acc: 0.7742, loss_cls: 1.9272, loss: 1.9272, grad_norm: 4.1575 2020-10-10 18:14:45,129 - mmaction - INFO - Epoch [245][1040/1413] lr: 3.247e-03, eta: 4:23:18, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.5819, top5_acc: 0.7876, loss_cls: 1.8629, loss: 1.8629, grad_norm: 4.1140 2020-10-10 18:15:04,527 - mmaction - INFO - Epoch [245][1060/1413] lr: 3.247e-03, eta: 4:22:58, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5661, top5_acc: 0.7753, loss_cls: 1.9159, loss: 1.9159, grad_norm: 4.1614 2020-10-10 18:15:23,905 - mmaction - INFO - Epoch [245][1080/1413] lr: 3.247e-03, eta: 4:22:39, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5716, top5_acc: 0.7816, loss_cls: 1.9008, loss: 1.9008, grad_norm: 4.1859 2020-10-10 18:15:43,296 - mmaction - INFO - Epoch [245][1100/1413] lr: 3.247e-03, eta: 4:22:19, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5720, top5_acc: 0.7792, loss_cls: 1.9075, loss: 1.9075, grad_norm: 4.1973 2020-10-10 18:16:02,668 - mmaction - INFO - Epoch [245][1120/1413] lr: 3.247e-03, eta: 4:21:59, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5785, top5_acc: 0.7845, loss_cls: 1.8850, loss: 1.8850, grad_norm: 4.1207 2020-10-10 18:16:22,048 - mmaction - INFO - Epoch [245][1140/1413] lr: 3.247e-03, eta: 4:21:39, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5723, top5_acc: 0.7746, loss_cls: 1.9245, loss: 1.9245, grad_norm: 4.1451 2020-10-10 18:16:41,443 - mmaction - INFO - Epoch [245][1160/1413] lr: 3.247e-03, eta: 4:21:19, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5783, top5_acc: 0.7849, loss_cls: 1.8893, loss: 1.8893, grad_norm: 4.0965 2020-10-10 18:17:00,804 - mmaction - INFO - Epoch [245][1180/1413] lr: 3.247e-03, eta: 4:20:59, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5764, top5_acc: 0.7811, loss_cls: 1.9001, loss: 1.9001, grad_norm: 4.1243 2020-10-10 18:17:20,216 - mmaction - INFO - Epoch [245][1200/1413] lr: 3.247e-03, eta: 4:20:39, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5749, top5_acc: 0.7815, loss_cls: 1.9076, loss: 1.9076, grad_norm: 4.1484 2020-10-10 18:17:39,637 - mmaction - INFO - Epoch [245][1220/1413] lr: 3.247e-03, eta: 4:20:19, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5763, top5_acc: 0.7865, loss_cls: 1.8970, loss: 1.8970, grad_norm: 4.1443 2020-10-10 18:17:59,028 - mmaction - INFO - Epoch [245][1240/1413] lr: 3.247e-03, eta: 4:19:59, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5706, top5_acc: 0.7755, loss_cls: 1.9108, loss: 1.9108, grad_norm: 4.1168 2020-10-10 18:18:18,362 - mmaction - INFO - Epoch [245][1260/1413] lr: 3.247e-03, eta: 4:19:39, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5850, top5_acc: 0.7867, loss_cls: 1.8639, loss: 1.8639, grad_norm: 4.0494 2020-10-10 18:18:37,770 - mmaction - INFO - Epoch [245][1280/1413] lr: 3.247e-03, eta: 4:19:19, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5749, top5_acc: 0.7840, loss_cls: 1.8936, loss: 1.8936, grad_norm: 4.1392 2020-10-10 18:18:57,127 - mmaction - INFO - Epoch [245][1300/1413] lr: 3.247e-03, eta: 4:18:59, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5633, top5_acc: 0.7805, loss_cls: 1.9388, loss: 1.9388, grad_norm: 4.1322 2020-10-10 18:19:16,544 - mmaction - INFO - Epoch [245][1320/1413] lr: 3.247e-03, eta: 4:18:39, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5729, top5_acc: 0.7798, loss_cls: 1.8954, loss: 1.8954, grad_norm: 4.1743 2020-10-10 18:19:35,911 - mmaction - INFO - Epoch [245][1340/1413] lr: 3.247e-03, eta: 4:18:20, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5775, top5_acc: 0.7794, loss_cls: 1.8840, loss: 1.8840, grad_norm: 4.1566 2020-10-10 18:19:55,267 - mmaction - INFO - Epoch [245][1360/1413] lr: 3.247e-03, eta: 4:18:00, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5841, top5_acc: 0.7819, loss_cls: 1.8816, loss: 1.8816, grad_norm: 4.1649 2020-10-10 18:20:14,687 - mmaction - INFO - Epoch [245][1380/1413] lr: 3.247e-03, eta: 4:17:40, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5767, top5_acc: 0.7884, loss_cls: 1.8690, loss: 1.8690, grad_norm: 4.1792 2020-10-10 18:20:34,036 - mmaction - INFO - Epoch [245][1400/1413] lr: 3.247e-03, eta: 4:17:20, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5668, top5_acc: 0.7777, loss_cls: 1.9250, loss: 1.9250, grad_norm: 4.1771 2020-10-10 18:21:42,402 - mmaction - INFO - Epoch [246][20/1413] lr: 2.729e-03, eta: 4:16:50, time: 2.707, data_time: 1.509, memory: 8482, top1_acc: 0.5883, top5_acc: 0.7913, loss_cls: 1.8396, loss: 1.8396, grad_norm: 4.0569 2020-10-10 18:22:01,750 - mmaction - INFO - Epoch [246][40/1413] lr: 2.729e-03, eta: 4:16:30, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5741, top5_acc: 0.7803, loss_cls: 1.8915, loss: 1.8915, grad_norm: 4.1426 2020-10-10 18:22:21,056 - mmaction - INFO - Epoch [246][60/1413] lr: 2.729e-03, eta: 4:16:10, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5780, top5_acc: 0.7807, loss_cls: 1.8960, loss: 1.8960, grad_norm: 4.1681 2020-10-10 18:22:40,358 - mmaction - INFO - Epoch [246][80/1413] lr: 2.729e-03, eta: 4:15:50, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.5819, top5_acc: 0.7852, loss_cls: 1.8643, loss: 1.8643, grad_norm: 4.0920 2020-10-10 18:22:59,773 - mmaction - INFO - Epoch [246][100/1413] lr: 2.729e-03, eta: 4:15:30, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5866, top5_acc: 0.7898, loss_cls: 1.8364, loss: 1.8364, grad_norm: 4.0647 2020-10-10 18:23:19,102 - mmaction - INFO - Epoch [246][120/1413] lr: 2.729e-03, eta: 4:15:10, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5824, top5_acc: 0.7866, loss_cls: 1.8712, loss: 1.8712, grad_norm: 4.1524 2020-10-10 18:23:38,444 - mmaction - INFO - Epoch [246][140/1413] lr: 2.729e-03, eta: 4:14:51, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5812, top5_acc: 0.7930, loss_cls: 1.8548, loss: 1.8548, grad_norm: 4.1361 2020-10-10 18:23:57,827 - mmaction - INFO - Epoch [246][160/1413] lr: 2.729e-03, eta: 4:14:31, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5728, top5_acc: 0.7850, loss_cls: 1.8999, loss: 1.8999, grad_norm: 4.1928 2020-10-10 18:24:17,307 - mmaction - INFO - Epoch [246][180/1413] lr: 2.729e-03, eta: 4:14:11, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.5777, top5_acc: 0.7826, loss_cls: 1.8973, loss: 1.8973, grad_norm: 4.2083 2020-10-10 18:24:36,718 - mmaction - INFO - Epoch [246][200/1413] lr: 2.729e-03, eta: 4:13:51, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5848, top5_acc: 0.7802, loss_cls: 1.8813, loss: 1.8813, grad_norm: 4.1801 2020-10-10 18:24:56,075 - mmaction - INFO - Epoch [246][220/1413] lr: 2.729e-03, eta: 4:13:31, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5884, top5_acc: 0.7871, loss_cls: 1.8646, loss: 1.8646, grad_norm: 4.1706 2020-10-10 18:25:15,483 - mmaction - INFO - Epoch [246][240/1413] lr: 2.729e-03, eta: 4:13:11, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5797, top5_acc: 0.7865, loss_cls: 1.8658, loss: 1.8658, grad_norm: 4.1499 2020-10-10 18:25:34,871 - mmaction - INFO - Epoch [246][260/1413] lr: 2.729e-03, eta: 4:12:51, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5807, top5_acc: 0.7857, loss_cls: 1.8767, loss: 1.8767, grad_norm: 4.1818 2020-10-10 18:25:54,222 - mmaction - INFO - Epoch [246][280/1413] lr: 2.729e-03, eta: 4:12:31, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5822, top5_acc: 0.7809, loss_cls: 1.8786, loss: 1.8786, grad_norm: 4.1745 2020-10-10 18:26:13,632 - mmaction - INFO - Epoch [246][300/1413] lr: 2.729e-03, eta: 4:12:11, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5848, top5_acc: 0.7895, loss_cls: 1.8256, loss: 1.8256, grad_norm: 4.1410 2020-10-10 18:26:33,003 - mmaction - INFO - Epoch [246][320/1413] lr: 2.729e-03, eta: 4:11:51, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5775, top5_acc: 0.7880, loss_cls: 1.8570, loss: 1.8570, grad_norm: 4.1489 2020-10-10 18:26:52,371 - mmaction - INFO - Epoch [246][340/1413] lr: 2.729e-03, eta: 4:11:31, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5654, top5_acc: 0.7820, loss_cls: 1.9046, loss: 1.9046, grad_norm: 4.2168 2020-10-10 18:27:11,743 - mmaction - INFO - Epoch [246][360/1413] lr: 2.729e-03, eta: 4:11:11, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5747, top5_acc: 0.7867, loss_cls: 1.8714, loss: 1.8714, grad_norm: 4.0915 2020-10-10 18:27:31,118 - mmaction - INFO - Epoch [246][380/1413] lr: 2.729e-03, eta: 4:10:51, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5746, top5_acc: 0.7807, loss_cls: 1.8884, loss: 1.8884, grad_norm: 4.1495 2020-10-10 18:27:50,498 - mmaction - INFO - Epoch [246][400/1413] lr: 2.729e-03, eta: 4:10:32, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5829, top5_acc: 0.7911, loss_cls: 1.8464, loss: 1.8464, grad_norm: 4.1601 2020-10-10 18:28:09,863 - mmaction - INFO - Epoch [246][420/1413] lr: 2.729e-03, eta: 4:10:12, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5661, top5_acc: 0.7823, loss_cls: 1.9006, loss: 1.9006, grad_norm: 4.1596 2020-10-10 18:28:29,203 - mmaction - INFO - Epoch [246][440/1413] lr: 2.729e-03, eta: 4:09:52, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5762, top5_acc: 0.7858, loss_cls: 1.8826, loss: 1.8826, grad_norm: 4.1927 2020-10-10 18:28:48,613 - mmaction - INFO - Epoch [246][460/1413] lr: 2.729e-03, eta: 4:09:32, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5822, top5_acc: 0.7868, loss_cls: 1.8615, loss: 1.8615, grad_norm: 4.1448 2020-10-10 18:29:07,943 - mmaction - INFO - Epoch [246][480/1413] lr: 2.729e-03, eta: 4:09:12, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5845, top5_acc: 0.7855, loss_cls: 1.8419, loss: 1.8419, grad_norm: 4.1060 2020-10-10 18:29:27,321 - mmaction - INFO - Epoch [246][500/1413] lr: 2.729e-03, eta: 4:08:52, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5828, top5_acc: 0.7855, loss_cls: 1.8511, loss: 1.8511, grad_norm: 4.1678 2020-10-10 18:29:46,722 - mmaction - INFO - Epoch [246][520/1413] lr: 2.729e-03, eta: 4:08:32, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5858, top5_acc: 0.7958, loss_cls: 1.8370, loss: 1.8370, grad_norm: 4.1945 2020-10-10 18:30:06,160 - mmaction - INFO - Epoch [246][540/1413] lr: 2.729e-03, eta: 4:08:12, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5717, top5_acc: 0.7833, loss_cls: 1.8959, loss: 1.8959, grad_norm: 4.1834 2020-10-10 18:30:25,606 - mmaction - INFO - Epoch [246][560/1413] lr: 2.729e-03, eta: 4:07:52, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5773, top5_acc: 0.7859, loss_cls: 1.8648, loss: 1.8648, grad_norm: 4.2542 2020-10-10 18:30:45,032 - mmaction - INFO - Epoch [246][580/1413] lr: 2.729e-03, eta: 4:07:32, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5772, top5_acc: 0.7819, loss_cls: 1.8698, loss: 1.8698, grad_norm: 4.2383 2020-10-10 18:31:04,445 - mmaction - INFO - Epoch [246][600/1413] lr: 2.729e-03, eta: 4:07:12, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5839, top5_acc: 0.7855, loss_cls: 1.8497, loss: 1.8497, grad_norm: 4.1291 2020-10-10 18:31:23,858 - mmaction - INFO - Epoch [246][620/1413] lr: 2.729e-03, eta: 4:06:53, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5797, top5_acc: 0.7828, loss_cls: 1.8691, loss: 1.8691, grad_norm: 4.1441 2020-10-10 18:31:43,290 - mmaction - INFO - Epoch [246][640/1413] lr: 2.729e-03, eta: 4:06:33, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5728, top5_acc: 0.7789, loss_cls: 1.9316, loss: 1.9316, grad_norm: 4.2320 2020-10-10 18:32:02,693 - mmaction - INFO - Epoch [246][660/1413] lr: 2.729e-03, eta: 4:06:13, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5793, top5_acc: 0.7888, loss_cls: 1.8466, loss: 1.8466, grad_norm: 4.1515 2020-10-10 18:32:22,145 - mmaction - INFO - Epoch [246][680/1413] lr: 2.729e-03, eta: 4:05:53, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.5712, top5_acc: 0.7812, loss_cls: 1.8967, loss: 1.8967, grad_norm: 4.1834 2020-10-10 18:32:41,574 - mmaction - INFO - Epoch [246][700/1413] lr: 2.729e-03, eta: 4:05:33, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5747, top5_acc: 0.7776, loss_cls: 1.9130, loss: 1.9130, grad_norm: 4.1637 2020-10-10 18:33:00,979 - mmaction - INFO - Epoch [246][720/1413] lr: 2.729e-03, eta: 4:05:13, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5810, top5_acc: 0.7917, loss_cls: 1.8518, loss: 1.8518, grad_norm: 4.1441 2020-10-10 18:33:20,333 - mmaction - INFO - Epoch [246][740/1413] lr: 2.729e-03, eta: 4:04:53, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5754, top5_acc: 0.7872, loss_cls: 1.8697, loss: 1.8697, grad_norm: 4.1741 2020-10-10 18:33:39,725 - mmaction - INFO - Epoch [246][760/1413] lr: 2.729e-03, eta: 4:04:33, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5716, top5_acc: 0.7767, loss_cls: 1.9003, loss: 1.9003, grad_norm: 4.2003 2020-10-10 18:33:59,072 - mmaction - INFO - Epoch [246][780/1413] lr: 2.729e-03, eta: 4:04:13, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5839, top5_acc: 0.7930, loss_cls: 1.8408, loss: 1.8408, grad_norm: 4.1357 2020-10-10 18:34:18,408 - mmaction - INFO - Epoch [246][800/1413] lr: 2.729e-03, eta: 4:03:53, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5681, top5_acc: 0.7760, loss_cls: 1.9133, loss: 1.9133, grad_norm: 4.2669 2020-10-10 18:34:37,821 - mmaction - INFO - Epoch [246][820/1413] lr: 2.729e-03, eta: 4:03:33, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5760, top5_acc: 0.7844, loss_cls: 1.8668, loss: 1.8668, grad_norm: 4.1492 2020-10-10 18:34:57,166 - mmaction - INFO - Epoch [246][840/1413] lr: 2.729e-03, eta: 4:03:13, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5775, top5_acc: 0.7811, loss_cls: 1.8983, loss: 1.8983, grad_norm: 4.1996 2020-10-10 18:35:16,536 - mmaction - INFO - Epoch [246][860/1413] lr: 2.729e-03, eta: 4:02:54, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5836, top5_acc: 0.7892, loss_cls: 1.8594, loss: 1.8594, grad_norm: 4.1488 2020-10-10 18:35:35,915 - mmaction - INFO - Epoch [246][880/1413] lr: 2.729e-03, eta: 4:02:34, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5889, top5_acc: 0.7939, loss_cls: 1.7951, loss: 1.7951, grad_norm: 4.1063 2020-10-10 18:35:55,347 - mmaction - INFO - Epoch [246][900/1413] lr: 2.729e-03, eta: 4:02:14, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5681, top5_acc: 0.7727, loss_cls: 1.9306, loss: 1.9306, grad_norm: 4.1838 2020-10-10 18:36:14,748 - mmaction - INFO - Epoch [246][920/1413] lr: 2.729e-03, eta: 4:01:54, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5772, top5_acc: 0.7831, loss_cls: 1.8836, loss: 1.8836, grad_norm: 4.1640 2020-10-10 18:36:34,149 - mmaction - INFO - Epoch [246][940/1413] lr: 2.729e-03, eta: 4:01:34, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5719, top5_acc: 0.7798, loss_cls: 1.8674, loss: 1.8674, grad_norm: 4.2103 2020-10-10 18:36:53,542 - mmaction - INFO - Epoch [246][960/1413] lr: 2.729e-03, eta: 4:01:14, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5799, top5_acc: 0.7906, loss_cls: 1.8639, loss: 1.8639, grad_norm: 4.2660 2020-10-10 18:37:12,997 - mmaction - INFO - Epoch [246][980/1413] lr: 2.729e-03, eta: 4:00:54, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.5816, top5_acc: 0.7902, loss_cls: 1.8534, loss: 1.8534, grad_norm: 4.2615 2020-10-10 18:37:32,397 - mmaction - INFO - Epoch [246][1000/1413] lr: 2.729e-03, eta: 4:00:34, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5772, top5_acc: 0.7831, loss_cls: 1.8736, loss: 1.8736, grad_norm: 4.1836 2020-10-10 18:37:51,808 - mmaction - INFO - Epoch [246][1020/1413] lr: 2.729e-03, eta: 4:00:14, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5853, top5_acc: 0.7815, loss_cls: 1.8555, loss: 1.8555, grad_norm: 4.1374 2020-10-10 18:38:11,217 - mmaction - INFO - Epoch [246][1040/1413] lr: 2.729e-03, eta: 3:59:54, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5745, top5_acc: 0.7833, loss_cls: 1.8721, loss: 1.8721, grad_norm: 4.2275 2020-10-10 18:38:30,631 - mmaction - INFO - Epoch [246][1060/1413] lr: 2.729e-03, eta: 3:59:34, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5773, top5_acc: 0.7848, loss_cls: 1.8676, loss: 1.8676, grad_norm: 4.2078 2020-10-10 18:38:49,987 - mmaction - INFO - Epoch [246][1080/1413] lr: 2.729e-03, eta: 3:59:15, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5763, top5_acc: 0.7904, loss_cls: 1.8666, loss: 1.8666, grad_norm: 4.1934 2020-10-10 18:39:09,356 - mmaction - INFO - Epoch [246][1100/1413] lr: 2.729e-03, eta: 3:58:55, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5922, top5_acc: 0.7901, loss_cls: 1.8354, loss: 1.8354, grad_norm: 4.1427 2020-10-10 18:39:28,761 - mmaction - INFO - Epoch [246][1120/1413] lr: 2.729e-03, eta: 3:58:35, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5775, top5_acc: 0.7853, loss_cls: 1.8786, loss: 1.8786, grad_norm: 4.1866 2020-10-10 18:39:48,259 - mmaction - INFO - Epoch [246][1140/1413] lr: 2.729e-03, eta: 3:58:15, time: 0.976, data_time: 0.003, memory: 8482, top1_acc: 0.5777, top5_acc: 0.7833, loss_cls: 1.8926, loss: 1.8926, grad_norm: 4.2175 2020-10-10 18:40:07,611 - mmaction - INFO - Epoch [246][1160/1413] lr: 2.729e-03, eta: 3:57:55, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5667, top5_acc: 0.7762, loss_cls: 1.9111, loss: 1.9111, grad_norm: 4.2278 2020-10-10 18:40:27,036 - mmaction - INFO - Epoch [246][1180/1413] lr: 2.729e-03, eta: 3:57:35, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5823, top5_acc: 0.7836, loss_cls: 1.8683, loss: 1.8683, grad_norm: 4.1900 2020-10-10 18:40:46,421 - mmaction - INFO - Epoch [246][1200/1413] lr: 2.729e-03, eta: 3:57:15, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5832, top5_acc: 0.7862, loss_cls: 1.8460, loss: 1.8460, grad_norm: 4.1505 2020-10-10 18:41:05,783 - mmaction - INFO - Epoch [246][1220/1413] lr: 2.729e-03, eta: 3:56:55, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5807, top5_acc: 0.7951, loss_cls: 1.8265, loss: 1.8265, grad_norm: 4.1855 2020-10-10 18:41:25,171 - mmaction - INFO - Epoch [246][1240/1413] lr: 2.729e-03, eta: 3:56:35, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5667, top5_acc: 0.7763, loss_cls: 1.9271, loss: 1.9271, grad_norm: 4.2438 2020-10-10 18:41:44,593 - mmaction - INFO - Epoch [246][1260/1413] lr: 2.729e-03, eta: 3:56:15, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5725, top5_acc: 0.7809, loss_cls: 1.8927, loss: 1.8927, grad_norm: 4.2329 2020-10-10 18:42:03,971 - mmaction - INFO - Epoch [246][1280/1413] lr: 2.729e-03, eta: 3:55:55, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5763, top5_acc: 0.7780, loss_cls: 1.9088, loss: 1.9088, grad_norm: 4.2290 2020-10-10 18:42:23,387 - mmaction - INFO - Epoch [246][1300/1413] lr: 2.729e-03, eta: 3:55:36, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5833, top5_acc: 0.7829, loss_cls: 1.8800, loss: 1.8800, grad_norm: 4.1186 2020-10-10 18:42:42,763 - mmaction - INFO - Epoch [246][1320/1413] lr: 2.729e-03, eta: 3:55:16, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5733, top5_acc: 0.7824, loss_cls: 1.9048, loss: 1.9048, grad_norm: 4.2697 2020-10-10 18:43:02,134 - mmaction - INFO - Epoch [246][1340/1413] lr: 2.729e-03, eta: 3:54:56, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5824, top5_acc: 0.7904, loss_cls: 1.8569, loss: 1.8569, grad_norm: 4.2259 2020-10-10 18:43:21,537 - mmaction - INFO - Epoch [246][1360/1413] lr: 2.729e-03, eta: 3:54:36, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5790, top5_acc: 0.7859, loss_cls: 1.8852, loss: 1.8852, grad_norm: 4.2048 2020-10-10 18:43:40,918 - mmaction - INFO - Epoch [246][1380/1413] lr: 2.729e-03, eta: 3:54:16, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5796, top5_acc: 0.7871, loss_cls: 1.8576, loss: 1.8576, grad_norm: 4.1688 2020-10-10 18:44:00,273 - mmaction - INFO - Epoch [246][1400/1413] lr: 2.729e-03, eta: 3:53:56, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5837, top5_acc: 0.7888, loss_cls: 1.8502, loss: 1.8502, grad_norm: 4.1787 2020-10-10 18:45:04,994 - mmaction - INFO - Epoch [247][20/1413] lr: 2.256e-03, eta: 3:53:26, time: 2.584, data_time: 1.619, memory: 8482, top1_acc: 0.5796, top5_acc: 0.7892, loss_cls: 1.8494, loss: 1.8494, grad_norm: 4.1508 2020-10-10 18:45:24,355 - mmaction - INFO - Epoch [247][40/1413] lr: 2.256e-03, eta: 3:53:06, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5844, top5_acc: 0.7888, loss_cls: 1.8421, loss: 1.8421, grad_norm: 4.1656 2020-10-10 18:45:43,700 - mmaction - INFO - Epoch [247][60/1413] lr: 2.256e-03, eta: 3:52:46, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.5910, top5_acc: 0.7870, loss_cls: 1.8314, loss: 1.8314, grad_norm: 4.1116 2020-10-10 18:46:03,113 - mmaction - INFO - Epoch [247][80/1413] lr: 2.256e-03, eta: 3:52:26, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5884, top5_acc: 0.7866, loss_cls: 1.8430, loss: 1.8430, grad_norm: 4.1803 2020-10-10 18:46:22,449 - mmaction - INFO - Epoch [247][100/1413] lr: 2.256e-03, eta: 3:52:06, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5833, top5_acc: 0.7870, loss_cls: 1.8591, loss: 1.8591, grad_norm: 4.2283 2020-10-10 18:46:41,825 - mmaction - INFO - Epoch [247][120/1413] lr: 2.256e-03, eta: 3:51:46, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5716, top5_acc: 0.7777, loss_cls: 1.9059, loss: 1.9059, grad_norm: 4.2427 2020-10-10 18:47:01,194 - mmaction - INFO - Epoch [247][140/1413] lr: 2.256e-03, eta: 3:51:26, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5841, top5_acc: 0.7928, loss_cls: 1.8283, loss: 1.8283, grad_norm: 4.1772 2020-10-10 18:47:20,555 - mmaction - INFO - Epoch [247][160/1413] lr: 2.256e-03, eta: 3:51:06, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5699, top5_acc: 0.7729, loss_cls: 1.9332, loss: 1.9332, grad_norm: 4.2739 2020-10-10 18:47:39,939 - mmaction - INFO - Epoch [247][180/1413] lr: 2.256e-03, eta: 3:50:46, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5673, top5_acc: 0.7763, loss_cls: 1.9154, loss: 1.9154, grad_norm: 4.2682 2020-10-10 18:47:59,334 - mmaction - INFO - Epoch [247][200/1413] lr: 2.256e-03, eta: 3:50:26, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5772, top5_acc: 0.7858, loss_cls: 1.8709, loss: 1.8709, grad_norm: 4.2422 2020-10-10 18:48:18,749 - mmaction - INFO - Epoch [247][220/1413] lr: 2.256e-03, eta: 3:50:07, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5794, top5_acc: 0.7879, loss_cls: 1.8526, loss: 1.8526, grad_norm: 4.1845 2020-10-10 18:48:38,153 - mmaction - INFO - Epoch [247][240/1413] lr: 2.256e-03, eta: 3:49:47, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5764, top5_acc: 0.7911, loss_cls: 1.8522, loss: 1.8522, grad_norm: 4.1847 2020-10-10 18:48:57,514 - mmaction - INFO - Epoch [247][260/1413] lr: 2.256e-03, eta: 3:49:27, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5799, top5_acc: 0.7852, loss_cls: 1.8628, loss: 1.8628, grad_norm: 4.2411 2020-10-10 18:49:16,886 - mmaction - INFO - Epoch [247][280/1413] lr: 2.256e-03, eta: 3:49:07, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5759, top5_acc: 0.7862, loss_cls: 1.8837, loss: 1.8837, grad_norm: 4.2609 2020-10-10 18:49:36,318 - mmaction - INFO - Epoch [247][300/1413] lr: 2.256e-03, eta: 3:48:47, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5818, top5_acc: 0.7900, loss_cls: 1.8578, loss: 1.8578, grad_norm: 4.1991 2020-10-10 18:49:55,706 - mmaction - INFO - Epoch [247][320/1413] lr: 2.256e-03, eta: 3:48:27, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5814, top5_acc: 0.7781, loss_cls: 1.8808, loss: 1.8808, grad_norm: 4.2599 2020-10-10 18:50:15,099 - mmaction - INFO - Epoch [247][340/1413] lr: 2.256e-03, eta: 3:48:07, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5878, top5_acc: 0.7983, loss_cls: 1.8023, loss: 1.8023, grad_norm: 4.1777 2020-10-10 18:50:34,524 - mmaction - INFO - Epoch [247][360/1413] lr: 2.256e-03, eta: 3:47:47, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5723, top5_acc: 0.7811, loss_cls: 1.8918, loss: 1.8918, grad_norm: 4.2362 2020-10-10 18:50:53,866 - mmaction - INFO - Epoch [247][380/1413] lr: 2.256e-03, eta: 3:47:27, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5863, top5_acc: 0.7937, loss_cls: 1.8276, loss: 1.8276, grad_norm: 4.1579 2020-10-10 18:51:13,240 - mmaction - INFO - Epoch [247][400/1413] lr: 2.256e-03, eta: 3:47:07, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5918, top5_acc: 0.7980, loss_cls: 1.7970, loss: 1.7970, grad_norm: 4.1118 2020-10-10 18:51:32,664 - mmaction - INFO - Epoch [247][420/1413] lr: 2.256e-03, eta: 3:46:47, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5780, top5_acc: 0.7918, loss_cls: 1.8662, loss: 1.8662, grad_norm: 4.2273 2020-10-10 18:51:52,093 - mmaction - INFO - Epoch [247][440/1413] lr: 2.256e-03, eta: 3:46:28, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5725, top5_acc: 0.7813, loss_cls: 1.9007, loss: 1.9007, grad_norm: 4.2890 2020-10-10 18:52:11,500 - mmaction - INFO - Epoch [247][460/1413] lr: 2.256e-03, eta: 3:46:08, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5812, top5_acc: 0.7878, loss_cls: 1.8681, loss: 1.8681, grad_norm: 4.2766 2020-10-10 18:52:30,879 - mmaction - INFO - Epoch [247][480/1413] lr: 2.256e-03, eta: 3:45:48, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5805, top5_acc: 0.7857, loss_cls: 1.8573, loss: 1.8573, grad_norm: 4.2168 2020-10-10 18:52:50,305 - mmaction - INFO - Epoch [247][500/1413] lr: 2.256e-03, eta: 3:45:28, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5826, top5_acc: 0.7889, loss_cls: 1.8517, loss: 1.8517, grad_norm: 4.1937 2020-10-10 18:53:09,759 - mmaction - INFO - Epoch [247][520/1413] lr: 2.256e-03, eta: 3:45:08, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5793, top5_acc: 0.7875, loss_cls: 1.8739, loss: 1.8739, grad_norm: 4.2217 2020-10-10 18:53:29,134 - mmaction - INFO - Epoch [247][540/1413] lr: 2.256e-03, eta: 3:44:48, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5815, top5_acc: 0.7902, loss_cls: 1.8340, loss: 1.8340, grad_norm: 4.2397 2020-10-10 18:53:48,542 - mmaction - INFO - Epoch [247][560/1413] lr: 2.256e-03, eta: 3:44:28, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5866, top5_acc: 0.7844, loss_cls: 1.8648, loss: 1.8648, grad_norm: 4.2591 2020-10-10 18:54:08,001 - mmaction - INFO - Epoch [247][580/1413] lr: 2.256e-03, eta: 3:44:08, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.5776, top5_acc: 0.7849, loss_cls: 1.8621, loss: 1.8621, grad_norm: 4.2568 2020-10-10 18:54:27,366 - mmaction - INFO - Epoch [247][600/1413] lr: 2.256e-03, eta: 3:43:48, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5844, top5_acc: 0.7866, loss_cls: 1.8704, loss: 1.8704, grad_norm: 4.2258 2020-10-10 18:54:46,767 - mmaction - INFO - Epoch [247][620/1413] lr: 2.256e-03, eta: 3:43:28, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5909, top5_acc: 0.8017, loss_cls: 1.7915, loss: 1.7915, grad_norm: 4.1957 2020-10-10 18:55:06,202 - mmaction - INFO - Epoch [247][640/1413] lr: 2.256e-03, eta: 3:43:08, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5789, top5_acc: 0.7865, loss_cls: 1.8770, loss: 1.8770, grad_norm: 4.3011 2020-10-10 18:55:25,638 - mmaction - INFO - Epoch [247][660/1413] lr: 2.256e-03, eta: 3:42:49, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5812, top5_acc: 0.7835, loss_cls: 1.8527, loss: 1.8527, grad_norm: 4.2219 2020-10-10 18:55:45,061 - mmaction - INFO - Epoch [247][680/1413] lr: 2.256e-03, eta: 3:42:29, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.5828, top5_acc: 0.7871, loss_cls: 1.8371, loss: 1.8371, grad_norm: 4.2426 2020-10-10 18:56:04,475 - mmaction - INFO - Epoch [247][700/1413] lr: 2.256e-03, eta: 3:42:09, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5871, top5_acc: 0.7965, loss_cls: 1.8316, loss: 1.8316, grad_norm: 4.1744 2020-10-10 18:56:23,884 - mmaction - INFO - Epoch [247][720/1413] lr: 2.256e-03, eta: 3:41:49, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5859, top5_acc: 0.7895, loss_cls: 1.8351, loss: 1.8351, grad_norm: 4.1951 2020-10-10 18:56:43,280 - mmaction - INFO - Epoch [247][740/1413] lr: 2.256e-03, eta: 3:41:29, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5810, top5_acc: 0.7879, loss_cls: 1.8592, loss: 1.8592, grad_norm: 4.2763 2020-10-10 18:57:02,663 - mmaction - INFO - Epoch [247][760/1413] lr: 2.256e-03, eta: 3:41:09, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5725, top5_acc: 0.7850, loss_cls: 1.8598, loss: 1.8598, grad_norm: 4.3075 2020-10-10 18:57:22,073 - mmaction - INFO - Epoch [247][780/1413] lr: 2.256e-03, eta: 3:40:49, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5814, top5_acc: 0.7949, loss_cls: 1.8341, loss: 1.8341, grad_norm: 4.2350 2020-10-10 18:57:41,425 - mmaction - INFO - Epoch [247][800/1413] lr: 2.256e-03, eta: 3:40:29, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5888, top5_acc: 0.7948, loss_cls: 1.8359, loss: 1.8359, grad_norm: 4.2509 2020-10-10 18:58:00,853 - mmaction - INFO - Epoch [247][820/1413] lr: 2.256e-03, eta: 3:40:09, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5848, top5_acc: 0.7913, loss_cls: 1.8436, loss: 1.8436, grad_norm: 4.2253 2020-10-10 18:58:20,226 - mmaction - INFO - Epoch [247][840/1413] lr: 2.256e-03, eta: 3:39:49, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5721, top5_acc: 0.7828, loss_cls: 1.8842, loss: 1.8842, grad_norm: 4.3182 2020-10-10 18:58:39,577 - mmaction - INFO - Epoch [247][860/1413] lr: 2.256e-03, eta: 3:39:30, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5876, top5_acc: 0.7882, loss_cls: 1.8356, loss: 1.8356, grad_norm: 4.2231 2020-10-10 18:58:59,039 - mmaction - INFO - Epoch [247][880/1413] lr: 2.256e-03, eta: 3:39:10, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5806, top5_acc: 0.7888, loss_cls: 1.8501, loss: 1.8501, grad_norm: 4.2120 2020-10-10 18:59:18,439 - mmaction - INFO - Epoch [247][900/1413] lr: 2.256e-03, eta: 3:38:50, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5852, top5_acc: 0.7878, loss_cls: 1.8589, loss: 1.8589, grad_norm: 4.2513 2020-10-10 18:59:37,851 - mmaction - INFO - Epoch [247][920/1413] lr: 2.256e-03, eta: 3:38:30, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5784, top5_acc: 0.7868, loss_cls: 1.8720, loss: 1.8720, grad_norm: 4.2220 2020-10-10 18:59:57,286 - mmaction - INFO - Epoch [247][940/1413] lr: 2.256e-03, eta: 3:38:10, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5797, top5_acc: 0.7844, loss_cls: 1.8740, loss: 1.8740, grad_norm: 4.2747 2020-10-10 19:00:17,711 - mmaction - INFO - Epoch [247][960/1413] lr: 2.256e-03, eta: 3:37:50, time: 1.023, data_time: 0.003, memory: 8482, top1_acc: 0.5776, top5_acc: 0.7902, loss_cls: 1.8550, loss: 1.8550, grad_norm: 4.2362 2020-10-10 19:00:37,106 - mmaction - INFO - Epoch [247][980/1413] lr: 2.256e-03, eta: 3:37:30, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5887, top5_acc: 0.7939, loss_cls: 1.8219, loss: 1.8219, grad_norm: 4.1933 2020-10-10 19:00:56,497 - mmaction - INFO - Epoch [247][1000/1413] lr: 2.256e-03, eta: 3:37:10, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5887, top5_acc: 0.7917, loss_cls: 1.8026, loss: 1.8026, grad_norm: 4.1809 2020-10-10 19:01:15,953 - mmaction - INFO - Epoch [247][1020/1413] lr: 2.256e-03, eta: 3:36:50, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.5891, top5_acc: 0.7917, loss_cls: 1.8186, loss: 1.8186, grad_norm: 4.1921 2020-10-10 19:01:35,384 - mmaction - INFO - Epoch [247][1040/1413] lr: 2.256e-03, eta: 3:36:31, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5716, top5_acc: 0.7848, loss_cls: 1.8834, loss: 1.8834, grad_norm: 4.2491 2020-10-10 19:01:54,772 - mmaction - INFO - Epoch [247][1060/1413] lr: 2.256e-03, eta: 3:36:11, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5816, top5_acc: 0.7848, loss_cls: 1.9010, loss: 1.9010, grad_norm: 4.2996 2020-10-10 19:02:14,251 - mmaction - INFO - Epoch [247][1080/1413] lr: 2.256e-03, eta: 3:35:51, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.5866, top5_acc: 0.7887, loss_cls: 1.8428, loss: 1.8428, grad_norm: 4.2456 2020-10-10 19:02:33,602 - mmaction - INFO - Epoch [247][1100/1413] lr: 2.256e-03, eta: 3:35:31, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5887, top5_acc: 0.7928, loss_cls: 1.8210, loss: 1.8210, grad_norm: 4.2905 2020-10-10 19:02:53,066 - mmaction - INFO - Epoch [247][1120/1413] lr: 2.256e-03, eta: 3:35:11, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5799, top5_acc: 0.7852, loss_cls: 1.8616, loss: 1.8616, grad_norm: 4.2696 2020-10-10 19:03:12,473 - mmaction - INFO - Epoch [247][1140/1413] lr: 2.256e-03, eta: 3:34:51, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5848, top5_acc: 0.7870, loss_cls: 1.8401, loss: 1.8401, grad_norm: 4.2287 2020-10-10 19:03:31,891 - mmaction - INFO - Epoch [247][1160/1413] lr: 2.256e-03, eta: 3:34:31, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5793, top5_acc: 0.7818, loss_cls: 1.8681, loss: 1.8681, grad_norm: 4.2319 2020-10-10 19:03:51,292 - mmaction - INFO - Epoch [247][1180/1413] lr: 2.256e-03, eta: 3:34:11, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5841, top5_acc: 0.7905, loss_cls: 1.8355, loss: 1.8355, grad_norm: 4.1963 2020-10-10 19:04:10,623 - mmaction - INFO - Epoch [247][1200/1413] lr: 2.256e-03, eta: 3:33:51, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5831, top5_acc: 0.7863, loss_cls: 1.8633, loss: 1.8633, grad_norm: 4.1642 2020-10-10 19:04:30,019 - mmaction - INFO - Epoch [247][1220/1413] lr: 2.256e-03, eta: 3:33:31, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5872, top5_acc: 0.7861, loss_cls: 1.8570, loss: 1.8570, grad_norm: 4.2001 2020-10-10 19:04:49,467 - mmaction - INFO - Epoch [247][1240/1413] lr: 2.256e-03, eta: 3:33:12, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5828, top5_acc: 0.7882, loss_cls: 1.8397, loss: 1.8397, grad_norm: 4.2094 2020-10-10 19:05:08,883 - mmaction - INFO - Epoch [247][1260/1413] lr: 2.256e-03, eta: 3:32:52, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5753, top5_acc: 0.7793, loss_cls: 1.9024, loss: 1.9024, grad_norm: 4.2655 2020-10-10 19:05:28,297 - mmaction - INFO - Epoch [247][1280/1413] lr: 2.256e-03, eta: 3:32:32, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5764, top5_acc: 0.7841, loss_cls: 1.8680, loss: 1.8680, grad_norm: 4.2356 2020-10-10 19:05:47,685 - mmaction - INFO - Epoch [247][1300/1413] lr: 2.256e-03, eta: 3:32:12, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5751, top5_acc: 0.7780, loss_cls: 1.9028, loss: 1.9028, grad_norm: 4.2449 2020-10-10 19:06:07,065 - mmaction - INFO - Epoch [247][1320/1413] lr: 2.256e-03, eta: 3:31:52, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5898, top5_acc: 0.7977, loss_cls: 1.8160, loss: 1.8160, grad_norm: 4.1620 2020-10-10 19:06:26,467 - mmaction - INFO - Epoch [247][1340/1413] lr: 2.256e-03, eta: 3:31:32, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5848, top5_acc: 0.7887, loss_cls: 1.8574, loss: 1.8574, grad_norm: 4.2088 2020-10-10 19:06:45,949 - mmaction - INFO - Epoch [247][1360/1413] lr: 2.256e-03, eta: 3:31:12, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.5772, top5_acc: 0.7850, loss_cls: 1.8775, loss: 1.8775, grad_norm: 4.2868 2020-10-10 19:07:05,381 - mmaction - INFO - Epoch [247][1380/1413] lr: 2.256e-03, eta: 3:30:52, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5827, top5_acc: 0.7889, loss_cls: 1.8513, loss: 1.8513, grad_norm: 4.2479 2020-10-10 19:07:24,835 - mmaction - INFO - Epoch [247][1400/1413] lr: 2.256e-03, eta: 3:30:32, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5717, top5_acc: 0.7826, loss_cls: 1.8808, loss: 1.8808, grad_norm: 4.2866 2020-10-10 19:08:32,621 - mmaction - INFO - Epoch [248][20/1413] lr: 1.828e-03, eta: 3:30:02, time: 2.686, data_time: 1.631, memory: 8482, top1_acc: 0.5810, top5_acc: 0.7888, loss_cls: 1.8520, loss: 1.8520, grad_norm: 4.2183 2020-10-10 19:08:51,904 - mmaction - INFO - Epoch [248][40/1413] lr: 1.828e-03, eta: 3:29:42, time: 0.964, data_time: 0.002, memory: 8482, top1_acc: 0.5900, top5_acc: 0.7939, loss_cls: 1.8118, loss: 1.8118, grad_norm: 4.1555 2020-10-10 19:09:11,188 - mmaction - INFO - Epoch [248][60/1413] lr: 1.828e-03, eta: 3:29:22, time: 0.964, data_time: 0.001, memory: 8482, top1_acc: 0.5815, top5_acc: 0.7919, loss_cls: 1.8416, loss: 1.8416, grad_norm: 4.2660 2020-10-10 19:09:30,538 - mmaction - INFO - Epoch [248][80/1413] lr: 1.828e-03, eta: 3:29:02, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5862, top5_acc: 0.7891, loss_cls: 1.8130, loss: 1.8130, grad_norm: 4.2344 2020-10-10 19:09:49,909 - mmaction - INFO - Epoch [248][100/1413] lr: 1.828e-03, eta: 3:28:42, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5902, top5_acc: 0.7944, loss_cls: 1.8011, loss: 1.8011, grad_norm: 4.1988 2020-10-10 19:10:09,287 - mmaction - INFO - Epoch [248][120/1413] lr: 1.828e-03, eta: 3:28:22, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5780, top5_acc: 0.7879, loss_cls: 1.8642, loss: 1.8642, grad_norm: 4.2479 2020-10-10 19:10:28,667 - mmaction - INFO - Epoch [248][140/1413] lr: 1.828e-03, eta: 3:28:03, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5809, top5_acc: 0.7883, loss_cls: 1.8588, loss: 1.8588, grad_norm: 4.3236 2020-10-10 19:10:48,064 - mmaction - INFO - Epoch [248][160/1413] lr: 1.828e-03, eta: 3:27:43, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5857, top5_acc: 0.7935, loss_cls: 1.8200, loss: 1.8200, grad_norm: 4.2326 2020-10-10 19:11:07,332 - mmaction - INFO - Epoch [248][180/1413] lr: 1.828e-03, eta: 3:27:23, time: 0.964, data_time: 0.001, memory: 8482, top1_acc: 0.5849, top5_acc: 0.7911, loss_cls: 1.8436, loss: 1.8436, grad_norm: 4.2583 2020-10-10 19:11:26,642 - mmaction - INFO - Epoch [248][200/1413] lr: 1.828e-03, eta: 3:27:03, time: 0.964, data_time: 0.001, memory: 8482, top1_acc: 0.5854, top5_acc: 0.7915, loss_cls: 1.8360, loss: 1.8360, grad_norm: 4.2955 2020-10-10 19:11:45,953 - mmaction - INFO - Epoch [248][220/1413] lr: 1.828e-03, eta: 3:26:43, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.5892, top5_acc: 0.7898, loss_cls: 1.8290, loss: 1.8290, grad_norm: 4.2167 2020-10-10 19:12:05,342 - mmaction - INFO - Epoch [248][240/1413] lr: 1.828e-03, eta: 3:26:23, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5888, top5_acc: 0.7931, loss_cls: 1.8287, loss: 1.8287, grad_norm: 4.2472 2020-10-10 19:12:24,763 - mmaction - INFO - Epoch [248][260/1413] lr: 1.828e-03, eta: 3:26:03, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5845, top5_acc: 0.7898, loss_cls: 1.8366, loss: 1.8366, grad_norm: 4.2914 2020-10-10 19:12:44,138 - mmaction - INFO - Epoch [248][280/1413] lr: 1.828e-03, eta: 3:25:43, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5803, top5_acc: 0.7829, loss_cls: 1.8643, loss: 1.8643, grad_norm: 4.2799 2020-10-10 19:13:03,602 - mmaction - INFO - Epoch [248][300/1413] lr: 1.828e-03, eta: 3:25:23, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5874, top5_acc: 0.7922, loss_cls: 1.8309, loss: 1.8309, grad_norm: 4.2627 2020-10-10 19:13:22,958 - mmaction - INFO - Epoch [248][320/1413] lr: 1.828e-03, eta: 3:25:03, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5870, top5_acc: 0.7927, loss_cls: 1.8089, loss: 1.8089, grad_norm: 4.2161 2020-10-10 19:13:42,341 - mmaction - INFO - Epoch [248][340/1413] lr: 1.828e-03, eta: 3:24:44, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5870, top5_acc: 0.7953, loss_cls: 1.8174, loss: 1.8174, grad_norm: 4.2496 2020-10-10 19:14:01,739 - mmaction - INFO - Epoch [248][360/1413] lr: 1.828e-03, eta: 3:24:24, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5749, top5_acc: 0.7813, loss_cls: 1.8783, loss: 1.8783, grad_norm: 4.3394 2020-10-10 19:14:21,224 - mmaction - INFO - Epoch [248][380/1413] lr: 1.828e-03, eta: 3:24:04, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.5763, top5_acc: 0.7820, loss_cls: 1.8799, loss: 1.8799, grad_norm: 4.3302 2020-10-10 19:14:40,670 - mmaction - INFO - Epoch [248][400/1413] lr: 1.828e-03, eta: 3:23:44, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5893, top5_acc: 0.7940, loss_cls: 1.8197, loss: 1.8197, grad_norm: 4.2515 2020-10-10 19:15:00,136 - mmaction - INFO - Epoch [248][420/1413] lr: 1.828e-03, eta: 3:23:24, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5876, top5_acc: 0.7848, loss_cls: 1.8571, loss: 1.8571, grad_norm: 4.3148 2020-10-10 19:15:19,513 - mmaction - INFO - Epoch [248][440/1413] lr: 1.828e-03, eta: 3:23:04, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5790, top5_acc: 0.7902, loss_cls: 1.8579, loss: 1.8579, grad_norm: 4.3491 2020-10-10 19:15:38,935 - mmaction - INFO - Epoch [248][460/1413] lr: 1.828e-03, eta: 3:22:44, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5814, top5_acc: 0.7895, loss_cls: 1.8477, loss: 1.8477, grad_norm: 4.3025 2020-10-10 19:15:58,327 - mmaction - INFO - Epoch [248][480/1413] lr: 1.828e-03, eta: 3:22:24, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5863, top5_acc: 0.7996, loss_cls: 1.8143, loss: 1.8143, grad_norm: 4.2610 2020-10-10 19:16:17,715 - mmaction - INFO - Epoch [248][500/1413] lr: 1.828e-03, eta: 3:22:04, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5775, top5_acc: 0.7922, loss_cls: 1.8379, loss: 1.8379, grad_norm: 4.2939 2020-10-10 19:16:37,111 - mmaction - INFO - Epoch [248][520/1413] lr: 1.828e-03, eta: 3:21:44, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5852, top5_acc: 0.7880, loss_cls: 1.8490, loss: 1.8490, grad_norm: 4.2716 2020-10-10 19:16:56,476 - mmaction - INFO - Epoch [248][540/1413] lr: 1.828e-03, eta: 3:21:25, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5969, top5_acc: 0.7960, loss_cls: 1.7999, loss: 1.7999, grad_norm: 4.1687 2020-10-10 19:17:15,903 - mmaction - INFO - Epoch [248][560/1413] lr: 1.828e-03, eta: 3:21:05, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5871, top5_acc: 0.7874, loss_cls: 1.8175, loss: 1.8175, grad_norm: 4.1854 2020-10-10 19:17:35,255 - mmaction - INFO - Epoch [248][580/1413] lr: 1.828e-03, eta: 3:20:45, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5754, top5_acc: 0.7922, loss_cls: 1.8452, loss: 1.8452, grad_norm: 4.2321 2020-10-10 19:17:54,673 - mmaction - INFO - Epoch [248][600/1413] lr: 1.828e-03, eta: 3:20:25, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5919, top5_acc: 0.7958, loss_cls: 1.8043, loss: 1.8043, grad_norm: 4.2572 2020-10-10 19:18:14,049 - mmaction - INFO - Epoch [248][620/1413] lr: 1.828e-03, eta: 3:20:05, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5849, top5_acc: 0.7951, loss_cls: 1.8327, loss: 1.8327, grad_norm: 4.3003 2020-10-10 19:18:33,447 - mmaction - INFO - Epoch [248][640/1413] lr: 1.828e-03, eta: 3:19:45, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5789, top5_acc: 0.7924, loss_cls: 1.8385, loss: 1.8385, grad_norm: 4.3208 2020-10-10 19:18:52,860 - mmaction - INFO - Epoch [248][660/1413] lr: 1.828e-03, eta: 3:19:25, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5879, top5_acc: 0.7896, loss_cls: 1.8165, loss: 1.8165, grad_norm: 4.2323 2020-10-10 19:19:12,247 - mmaction - INFO - Epoch [248][680/1413] lr: 1.828e-03, eta: 3:19:05, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5835, top5_acc: 0.7875, loss_cls: 1.8485, loss: 1.8485, grad_norm: 4.2708 2020-10-10 19:19:31,604 - mmaction - INFO - Epoch [248][700/1413] lr: 1.828e-03, eta: 3:18:45, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5865, top5_acc: 0.7891, loss_cls: 1.8449, loss: 1.8449, grad_norm: 4.3209 2020-10-10 19:19:50,988 - mmaction - INFO - Epoch [248][720/1413] lr: 1.828e-03, eta: 3:18:25, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5844, top5_acc: 0.7898, loss_cls: 1.8295, loss: 1.8295, grad_norm: 4.3066 2020-10-10 19:20:10,404 - mmaction - INFO - Epoch [248][740/1413] lr: 1.828e-03, eta: 3:18:06, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5854, top5_acc: 0.7867, loss_cls: 1.8515, loss: 1.8515, grad_norm: 4.2926 2020-10-10 19:20:29,781 - mmaction - INFO - Epoch [248][760/1413] lr: 1.828e-03, eta: 3:17:46, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5816, top5_acc: 0.7819, loss_cls: 1.8693, loss: 1.8693, grad_norm: 4.2913 2020-10-10 19:20:49,150 - mmaction - INFO - Epoch [248][780/1413] lr: 1.828e-03, eta: 3:17:26, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5871, top5_acc: 0.7902, loss_cls: 1.8325, loss: 1.8325, grad_norm: 4.3000 2020-10-10 19:21:08,590 - mmaction - INFO - Epoch [248][800/1413] lr: 1.828e-03, eta: 3:17:06, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5772, top5_acc: 0.7831, loss_cls: 1.8666, loss: 1.8666, grad_norm: 4.2600 2020-10-10 19:21:27,953 - mmaction - INFO - Epoch [248][820/1413] lr: 1.828e-03, eta: 3:16:46, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5936, top5_acc: 0.7915, loss_cls: 1.8199, loss: 1.8199, grad_norm: 4.3014 2020-10-10 19:21:47,344 - mmaction - INFO - Epoch [248][840/1413] lr: 1.828e-03, eta: 3:16:26, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5836, top5_acc: 0.7945, loss_cls: 1.8319, loss: 1.8319, grad_norm: 4.2677 2020-10-10 19:22:06,794 - mmaction - INFO - Epoch [248][860/1413] lr: 1.828e-03, eta: 3:16:06, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.5809, top5_acc: 0.7895, loss_cls: 1.8487, loss: 1.8487, grad_norm: 4.3363 2020-10-10 19:22:26,241 - mmaction - INFO - Epoch [248][880/1413] lr: 1.828e-03, eta: 3:15:46, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5874, top5_acc: 0.7914, loss_cls: 1.8296, loss: 1.8296, grad_norm: 4.2680 2020-10-10 19:22:45,671 - mmaction - INFO - Epoch [248][900/1413] lr: 1.828e-03, eta: 3:15:26, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5811, top5_acc: 0.7934, loss_cls: 1.8457, loss: 1.8457, grad_norm: 4.3414 2020-10-10 19:23:05,045 - mmaction - INFO - Epoch [248][920/1413] lr: 1.828e-03, eta: 3:15:07, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5839, top5_acc: 0.7897, loss_cls: 1.8395, loss: 1.8395, grad_norm: 4.2901 2020-10-10 19:23:24,502 - mmaction - INFO - Epoch [248][940/1413] lr: 1.828e-03, eta: 3:14:47, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5822, top5_acc: 0.7833, loss_cls: 1.8560, loss: 1.8560, grad_norm: 4.2810 2020-10-10 19:23:43,914 - mmaction - INFO - Epoch [248][960/1413] lr: 1.828e-03, eta: 3:14:27, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5781, top5_acc: 0.7837, loss_cls: 1.8632, loss: 1.8632, grad_norm: 4.2349 2020-10-10 19:24:03,275 - mmaction - INFO - Epoch [248][980/1413] lr: 1.828e-03, eta: 3:14:07, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5814, top5_acc: 0.7868, loss_cls: 1.8475, loss: 1.8475, grad_norm: 4.2705 2020-10-10 19:24:22,651 - mmaction - INFO - Epoch [248][1000/1413] lr: 1.828e-03, eta: 3:13:47, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5857, top5_acc: 0.7857, loss_cls: 1.8406, loss: 1.8406, grad_norm: 4.2837 2020-10-10 19:24:42,066 - mmaction - INFO - Epoch [248][1020/1413] lr: 1.828e-03, eta: 3:13:27, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5872, top5_acc: 0.7889, loss_cls: 1.8243, loss: 1.8243, grad_norm: 4.2458 2020-10-10 19:25:01,464 - mmaction - INFO - Epoch [248][1040/1413] lr: 1.828e-03, eta: 3:13:07, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5961, top5_acc: 0.7908, loss_cls: 1.8037, loss: 1.8037, grad_norm: 4.1975 2020-10-10 19:25:20,798 - mmaction - INFO - Epoch [248][1060/1413] lr: 1.828e-03, eta: 3:12:47, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5866, top5_acc: 0.7889, loss_cls: 1.8639, loss: 1.8639, grad_norm: 4.2886 2020-10-10 19:25:40,168 - mmaction - INFO - Epoch [248][1080/1413] lr: 1.828e-03, eta: 3:12:27, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5845, top5_acc: 0.7906, loss_cls: 1.8655, loss: 1.8655, grad_norm: 4.2937 2020-10-10 19:25:59,600 - mmaction - INFO - Epoch [248][1100/1413] lr: 1.828e-03, eta: 3:12:07, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5833, top5_acc: 0.7900, loss_cls: 1.8432, loss: 1.8432, grad_norm: 4.3054 2020-10-10 19:26:19,004 - mmaction - INFO - Epoch [248][1120/1413] lr: 1.828e-03, eta: 3:11:48, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5892, top5_acc: 0.7928, loss_cls: 1.8343, loss: 1.8343, grad_norm: 4.2799 2020-10-10 19:26:38,385 - mmaction - INFO - Epoch [248][1140/1413] lr: 1.828e-03, eta: 3:11:28, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5857, top5_acc: 0.7924, loss_cls: 1.8427, loss: 1.8427, grad_norm: 4.3175 2020-10-10 19:26:57,738 - mmaction - INFO - Epoch [248][1160/1413] lr: 1.828e-03, eta: 3:11:08, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5871, top5_acc: 0.8044, loss_cls: 1.7947, loss: 1.7947, grad_norm: 4.3052 2020-10-10 19:27:17,186 - mmaction - INFO - Epoch [248][1180/1413] lr: 1.828e-03, eta: 3:10:48, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5814, top5_acc: 0.7884, loss_cls: 1.8647, loss: 1.8647, grad_norm: 4.3050 2020-10-10 19:27:36,507 - mmaction - INFO - Epoch [248][1200/1413] lr: 1.828e-03, eta: 3:10:28, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.5803, top5_acc: 0.7849, loss_cls: 1.8703, loss: 1.8703, grad_norm: 4.3171 2020-10-10 19:27:55,967 - mmaction - INFO - Epoch [248][1220/1413] lr: 1.828e-03, eta: 3:10:08, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5792, top5_acc: 0.7909, loss_cls: 1.8452, loss: 1.8452, grad_norm: 4.2402 2020-10-10 19:28:15,356 - mmaction - INFO - Epoch [248][1240/1413] lr: 1.828e-03, eta: 3:09:48, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5919, top5_acc: 0.7944, loss_cls: 1.8058, loss: 1.8058, grad_norm: 4.2698 2020-10-10 19:28:34,750 - mmaction - INFO - Epoch [248][1260/1413] lr: 1.828e-03, eta: 3:09:28, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5809, top5_acc: 0.7891, loss_cls: 1.8564, loss: 1.8564, grad_norm: 4.2869 2020-10-10 19:28:54,120 - mmaction - INFO - Epoch [248][1280/1413] lr: 1.828e-03, eta: 3:09:08, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5858, top5_acc: 0.7891, loss_cls: 1.8359, loss: 1.8359, grad_norm: 4.3056 2020-10-10 19:29:13,564 - mmaction - INFO - Epoch [248][1300/1413] lr: 1.828e-03, eta: 3:08:49, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5858, top5_acc: 0.7914, loss_cls: 1.8440, loss: 1.8440, grad_norm: 4.3252 2020-10-10 19:29:32,962 - mmaction - INFO - Epoch [248][1320/1413] lr: 1.828e-03, eta: 3:08:29, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5806, top5_acc: 0.7842, loss_cls: 1.8597, loss: 1.8597, grad_norm: 4.2985 2020-10-10 19:29:52,374 - mmaction - INFO - Epoch [248][1340/1413] lr: 1.828e-03, eta: 3:08:09, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5868, top5_acc: 0.7964, loss_cls: 1.8108, loss: 1.8108, grad_norm: 4.2364 2020-10-10 19:30:11,749 - mmaction - INFO - Epoch [248][1360/1413] lr: 1.828e-03, eta: 3:07:49, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5846, top5_acc: 0.7882, loss_cls: 1.8358, loss: 1.8358, grad_norm: 4.2425 2020-10-10 19:30:31,135 - mmaction - INFO - Epoch [248][1380/1413] lr: 1.828e-03, eta: 3:07:29, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5826, top5_acc: 0.7922, loss_cls: 1.8341, loss: 1.8341, grad_norm: 4.3214 2020-10-10 19:30:50,528 - mmaction - INFO - Epoch [248][1400/1413] lr: 1.828e-03, eta: 3:07:09, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5859, top5_acc: 0.7891, loss_cls: 1.8316, loss: 1.8316, grad_norm: 4.3509 2020-10-10 19:31:03,527 - mmaction - INFO - Saving checkpoint at 248 epochs 2020-10-10 19:32:27,830 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-10 19:32:30,400 - mmaction - INFO - top1_acc 0.5740 top5_acc 0.7960 2020-10-10 19:32:30,400 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-10 19:32:30,519 - mmaction - INFO - mean_acc 0.5739 2020-10-10 19:32:30,519 - mmaction - INFO - Now best checkpoint is epoch_248.pth 2020-10-10 19:32:30,539 - mmaction - INFO - Epoch(val) [248][1413] top1_acc: 0.5740, top5_acc: 0.7960, mean_class_accuracy: 0.5739 2020-10-10 19:33:16,443 - mmaction - INFO - Epoch [249][20/1413] lr: 1.445e-03, eta: 3:06:38, time: 2.293, data_time: 1.304, memory: 8482, top1_acc: 0.5863, top5_acc: 0.7904, loss_cls: 1.8210, loss: 1.8210, grad_norm: 4.2316 2020-10-10 19:33:35,752 - mmaction - INFO - Epoch [249][40/1413] lr: 1.445e-03, eta: 3:06:18, time: 0.966, data_time: 0.003, memory: 8482, top1_acc: 0.5749, top5_acc: 0.7861, loss_cls: 1.8743, loss: 1.8743, grad_norm: 4.3249 2020-10-10 19:33:55,068 - mmaction - INFO - Epoch [249][60/1413] lr: 1.445e-03, eta: 3:05:58, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5835, top5_acc: 0.7852, loss_cls: 1.8475, loss: 1.8475, grad_norm: 4.2932 2020-10-10 19:34:14,316 - mmaction - INFO - Epoch [249][80/1413] lr: 1.445e-03, eta: 3:05:38, time: 0.963, data_time: 0.002, memory: 8482, top1_acc: 0.5930, top5_acc: 0.7919, loss_cls: 1.8183, loss: 1.8183, grad_norm: 4.2502 2020-10-10 19:34:33,633 - mmaction - INFO - Epoch [249][100/1413] lr: 1.445e-03, eta: 3:05:18, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5865, top5_acc: 0.7919, loss_cls: 1.8349, loss: 1.8349, grad_norm: 4.2813 2020-10-10 19:34:52,970 - mmaction - INFO - Epoch [249][120/1413] lr: 1.445e-03, eta: 3:04:58, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5768, top5_acc: 0.7846, loss_cls: 1.8742, loss: 1.8742, grad_norm: 4.3851 2020-10-10 19:35:12,383 - mmaction - INFO - Epoch [249][140/1413] lr: 1.445e-03, eta: 3:04:38, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5964, top5_acc: 0.7960, loss_cls: 1.8026, loss: 1.8026, grad_norm: 4.2766 2020-10-10 19:35:31,787 - mmaction - INFO - Epoch [249][160/1413] lr: 1.445e-03, eta: 3:04:18, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5840, top5_acc: 0.7900, loss_cls: 1.8547, loss: 1.8547, grad_norm: 4.2839 2020-10-10 19:35:51,142 - mmaction - INFO - Epoch [249][180/1413] lr: 1.445e-03, eta: 3:03:58, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5819, top5_acc: 0.7918, loss_cls: 1.8327, loss: 1.8327, grad_norm: 4.2913 2020-10-10 19:36:10,524 - mmaction - INFO - Epoch [249][200/1413] lr: 1.445e-03, eta: 3:03:39, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5767, top5_acc: 0.7836, loss_cls: 1.8608, loss: 1.8608, grad_norm: 4.3519 2020-10-10 19:36:29,894 - mmaction - INFO - Epoch [249][220/1413] lr: 1.445e-03, eta: 3:03:19, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5936, top5_acc: 0.7962, loss_cls: 1.7874, loss: 1.7874, grad_norm: 4.3142 2020-10-10 19:36:49,230 - mmaction - INFO - Epoch [249][240/1413] lr: 1.445e-03, eta: 3:02:59, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5845, top5_acc: 0.7883, loss_cls: 1.8346, loss: 1.8346, grad_norm: 4.2914 2020-10-10 19:37:08,607 - mmaction - INFO - Epoch [249][260/1413] lr: 1.445e-03, eta: 3:02:39, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5872, top5_acc: 0.7892, loss_cls: 1.8312, loss: 1.8312, grad_norm: 4.3029 2020-10-10 19:37:27,988 - mmaction - INFO - Epoch [249][280/1413] lr: 1.445e-03, eta: 3:02:19, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5815, top5_acc: 0.7947, loss_cls: 1.8273, loss: 1.8273, grad_norm: 4.3499 2020-10-10 19:37:47,386 - mmaction - INFO - Epoch [249][300/1413] lr: 1.445e-03, eta: 3:01:59, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5938, top5_acc: 0.7977, loss_cls: 1.7815, loss: 1.7815, grad_norm: 4.2515 2020-10-10 19:38:06,768 - mmaction - INFO - Epoch [249][320/1413] lr: 1.445e-03, eta: 3:01:39, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.6030, top5_acc: 0.8009, loss_cls: 1.7751, loss: 1.7751, grad_norm: 4.2210 2020-10-10 19:38:26,140 - mmaction - INFO - Epoch [249][340/1413] lr: 1.445e-03, eta: 3:01:19, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5947, top5_acc: 0.7951, loss_cls: 1.7827, loss: 1.7827, grad_norm: 4.2462 2020-10-10 19:38:45,513 - mmaction - INFO - Epoch [249][360/1413] lr: 1.445e-03, eta: 3:00:59, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5876, top5_acc: 0.7940, loss_cls: 1.8279, loss: 1.8279, grad_norm: 4.3176 2020-10-10 19:39:04,940 - mmaction - INFO - Epoch [249][380/1413] lr: 1.445e-03, eta: 3:00:40, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5841, top5_acc: 0.7973, loss_cls: 1.8114, loss: 1.8114, grad_norm: 4.3248 2020-10-10 19:39:24,409 - mmaction - INFO - Epoch [249][400/1413] lr: 1.445e-03, eta: 3:00:20, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5938, top5_acc: 0.7905, loss_cls: 1.8216, loss: 1.8216, grad_norm: 4.2893 2020-10-10 19:39:43,839 - mmaction - INFO - Epoch [249][420/1413] lr: 1.445e-03, eta: 3:00:00, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5859, top5_acc: 0.7829, loss_cls: 1.8381, loss: 1.8381, grad_norm: 4.2912 2020-10-10 19:40:03,191 - mmaction - INFO - Epoch [249][440/1413] lr: 1.445e-03, eta: 2:59:40, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5862, top5_acc: 0.7850, loss_cls: 1.8763, loss: 1.8763, grad_norm: 4.3296 2020-10-10 19:40:22,621 - mmaction - INFO - Epoch [249][460/1413] lr: 1.445e-03, eta: 2:59:20, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5816, top5_acc: 0.7928, loss_cls: 1.8293, loss: 1.8293, grad_norm: 4.2732 2020-10-10 19:40:41,974 - mmaction - INFO - Epoch [249][480/1413] lr: 1.445e-03, eta: 2:59:00, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5882, top5_acc: 0.7947, loss_cls: 1.8155, loss: 1.8155, grad_norm: 4.2961 2020-10-10 19:41:01,371 - mmaction - INFO - Epoch [249][500/1413] lr: 1.445e-03, eta: 2:58:40, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5841, top5_acc: 0.7897, loss_cls: 1.8486, loss: 1.8486, grad_norm: 4.3673 2020-10-10 19:41:20,707 - mmaction - INFO - Epoch [249][520/1413] lr: 1.445e-03, eta: 2:58:20, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5895, top5_acc: 0.7944, loss_cls: 1.8160, loss: 1.8160, grad_norm: 4.2849 2020-10-10 19:41:40,095 - mmaction - INFO - Epoch [249][540/1413] lr: 1.445e-03, eta: 2:58:00, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5883, top5_acc: 0.7918, loss_cls: 1.8027, loss: 1.8027, grad_norm: 4.2218 2020-10-10 19:41:59,556 - mmaction - INFO - Epoch [249][560/1413] lr: 1.445e-03, eta: 2:57:41, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5915, top5_acc: 0.7904, loss_cls: 1.8104, loss: 1.8104, grad_norm: 4.2759 2020-10-10 19:42:18,907 - mmaction - INFO - Epoch [249][580/1413] lr: 1.445e-03, eta: 2:57:21, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5878, top5_acc: 0.7854, loss_cls: 1.8551, loss: 1.8551, grad_norm: 4.3086 2020-10-10 19:42:38,322 - mmaction - INFO - Epoch [249][600/1413] lr: 1.445e-03, eta: 2:57:01, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5893, top5_acc: 0.7979, loss_cls: 1.7950, loss: 1.7950, grad_norm: 4.2746 2020-10-10 19:42:57,757 - mmaction - INFO - Epoch [249][620/1413] lr: 1.445e-03, eta: 2:56:41, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.5878, top5_acc: 0.7901, loss_cls: 1.8034, loss: 1.8034, grad_norm: 4.2935 2020-10-10 19:43:17,196 - mmaction - INFO - Epoch [249][640/1413] lr: 1.445e-03, eta: 2:56:21, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5813, top5_acc: 0.7871, loss_cls: 1.8393, loss: 1.8393, grad_norm: 4.2877 2020-10-10 19:43:36,646 - mmaction - INFO - Epoch [249][660/1413] lr: 1.445e-03, eta: 2:56:01, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5831, top5_acc: 0.7924, loss_cls: 1.8483, loss: 1.8483, grad_norm: 4.2983 2020-10-10 19:43:56,002 - mmaction - INFO - Epoch [249][680/1413] lr: 1.445e-03, eta: 2:55:41, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5871, top5_acc: 0.7966, loss_cls: 1.8099, loss: 1.8099, grad_norm: 4.3406 2020-10-10 19:44:15,381 - mmaction - INFO - Epoch [249][700/1413] lr: 1.445e-03, eta: 2:55:21, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5849, top5_acc: 0.7876, loss_cls: 1.8281, loss: 1.8281, grad_norm: 4.3146 2020-10-10 19:44:34,823 - mmaction - INFO - Epoch [249][720/1413] lr: 1.445e-03, eta: 2:55:01, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5939, top5_acc: 0.7962, loss_cls: 1.7859, loss: 1.7859, grad_norm: 4.2623 2020-10-10 19:44:54,272 - mmaction - INFO - Epoch [249][740/1413] lr: 1.445e-03, eta: 2:54:42, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5809, top5_acc: 0.7871, loss_cls: 1.8455, loss: 1.8455, grad_norm: 4.3130 2020-10-10 19:45:13,600 - mmaction - INFO - Epoch [249][760/1413] lr: 1.445e-03, eta: 2:54:22, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5852, top5_acc: 0.7876, loss_cls: 1.8615, loss: 1.8615, grad_norm: 4.2921 2020-10-10 19:45:32,943 - mmaction - INFO - Epoch [249][780/1413] lr: 1.445e-03, eta: 2:54:02, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5802, top5_acc: 0.7823, loss_cls: 1.8647, loss: 1.8647, grad_norm: 4.3199 2020-10-10 19:45:52,331 - mmaction - INFO - Epoch [249][800/1413] lr: 1.445e-03, eta: 2:53:42, time: 0.970, data_time: 0.004, memory: 8482, top1_acc: 0.5901, top5_acc: 0.7962, loss_cls: 1.7887, loss: 1.7887, grad_norm: 4.2436 2020-10-10 19:46:11,754 - mmaction - INFO - Epoch [249][820/1413] lr: 1.445e-03, eta: 2:53:22, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5935, top5_acc: 0.7974, loss_cls: 1.8085, loss: 1.8085, grad_norm: 4.2799 2020-10-10 19:46:31,157 - mmaction - INFO - Epoch [249][840/1413] lr: 1.445e-03, eta: 2:53:02, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5840, top5_acc: 0.7878, loss_cls: 1.8470, loss: 1.8470, grad_norm: 4.3147 2020-10-10 19:46:50,504 - mmaction - INFO - Epoch [249][860/1413] lr: 1.445e-03, eta: 2:52:42, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5836, top5_acc: 0.7932, loss_cls: 1.8261, loss: 1.8261, grad_norm: 4.3298 2020-10-10 19:47:09,923 - mmaction - INFO - Epoch [249][880/1413] lr: 1.445e-03, eta: 2:52:22, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5875, top5_acc: 0.7924, loss_cls: 1.7974, loss: 1.7974, grad_norm: 4.3442 2020-10-10 19:47:29,263 - mmaction - INFO - Epoch [249][900/1413] lr: 1.445e-03, eta: 2:52:02, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5823, top5_acc: 0.7891, loss_cls: 1.8327, loss: 1.8327, grad_norm: 4.2969 2020-10-10 19:47:48,650 - mmaction - INFO - Epoch [249][920/1413] lr: 1.445e-03, eta: 2:51:43, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5897, top5_acc: 0.7861, loss_cls: 1.8581, loss: 1.8581, grad_norm: 4.3470 2020-10-10 19:48:08,012 - mmaction - INFO - Epoch [249][940/1413] lr: 1.445e-03, eta: 2:51:23, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5997, top5_acc: 0.8026, loss_cls: 1.7927, loss: 1.7927, grad_norm: 4.3668 2020-10-10 19:48:27,377 - mmaction - INFO - Epoch [249][960/1413] lr: 1.445e-03, eta: 2:51:03, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5845, top5_acc: 0.7909, loss_cls: 1.8357, loss: 1.8357, grad_norm: 4.3405 2020-10-10 19:48:46,711 - mmaction - INFO - Epoch [249][980/1413] lr: 1.445e-03, eta: 2:50:43, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5855, top5_acc: 0.7917, loss_cls: 1.8348, loss: 1.8348, grad_norm: 4.3276 2020-10-10 19:49:06,123 - mmaction - INFO - Epoch [249][1000/1413] lr: 1.445e-03, eta: 2:50:23, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5885, top5_acc: 0.7927, loss_cls: 1.8225, loss: 1.8225, grad_norm: 4.2926 2020-10-10 19:49:25,537 - mmaction - INFO - Epoch [249][1020/1413] lr: 1.445e-03, eta: 2:50:03, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5875, top5_acc: 0.7876, loss_cls: 1.8472, loss: 1.8472, grad_norm: 4.3175 2020-10-10 19:49:44,924 - mmaction - INFO - Epoch [249][1040/1413] lr: 1.445e-03, eta: 2:49:43, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5840, top5_acc: 0.7953, loss_cls: 1.8218, loss: 1.8218, grad_norm: 4.3654 2020-10-10 19:50:04,321 - mmaction - INFO - Epoch [249][1060/1413] lr: 1.445e-03, eta: 2:49:23, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5900, top5_acc: 0.7951, loss_cls: 1.8158, loss: 1.8158, grad_norm: 4.2914 2020-10-10 19:50:23,738 - mmaction - INFO - Epoch [249][1080/1413] lr: 1.445e-03, eta: 2:49:04, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5814, top5_acc: 0.7915, loss_cls: 1.8266, loss: 1.8266, grad_norm: 4.3272 2020-10-10 19:50:43,139 - mmaction - INFO - Epoch [249][1100/1413] lr: 1.445e-03, eta: 2:48:44, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5874, top5_acc: 0.7878, loss_cls: 1.8382, loss: 1.8382, grad_norm: 4.3265 2020-10-10 19:51:02,538 - mmaction - INFO - Epoch [249][1120/1413] lr: 1.445e-03, eta: 2:48:24, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5935, top5_acc: 0.7945, loss_cls: 1.8173, loss: 1.8173, grad_norm: 4.2510 2020-10-10 19:51:21,982 - mmaction - INFO - Epoch [249][1140/1413] lr: 1.445e-03, eta: 2:48:04, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5837, top5_acc: 0.7862, loss_cls: 1.8402, loss: 1.8402, grad_norm: 4.3164 2020-10-10 19:51:41,353 - mmaction - INFO - Epoch [249][1160/1413] lr: 1.445e-03, eta: 2:47:44, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5772, top5_acc: 0.7910, loss_cls: 1.8399, loss: 1.8399, grad_norm: 4.3744 2020-10-10 19:52:00,766 - mmaction - INFO - Epoch [249][1180/1413] lr: 1.445e-03, eta: 2:47:24, time: 0.971, data_time: 0.004, memory: 8482, top1_acc: 0.5785, top5_acc: 0.7859, loss_cls: 1.8668, loss: 1.8668, grad_norm: 4.3766 2020-10-10 19:52:20,163 - mmaction - INFO - Epoch [249][1200/1413] lr: 1.445e-03, eta: 2:47:04, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5802, top5_acc: 0.7884, loss_cls: 1.8467, loss: 1.8467, grad_norm: 4.3498 2020-10-10 19:52:39,498 - mmaction - INFO - Epoch [249][1220/1413] lr: 1.445e-03, eta: 2:46:44, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5814, top5_acc: 0.7866, loss_cls: 1.8587, loss: 1.8587, grad_norm: 4.3315 2020-10-10 19:52:58,878 - mmaction - INFO - Epoch [249][1240/1413] lr: 1.445e-03, eta: 2:46:24, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5865, top5_acc: 0.7915, loss_cls: 1.8228, loss: 1.8228, grad_norm: 4.3328 2020-10-10 19:53:18,262 - mmaction - INFO - Epoch [249][1260/1413] lr: 1.445e-03, eta: 2:46:05, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5962, top5_acc: 0.7921, loss_cls: 1.7918, loss: 1.7918, grad_norm: 4.2320 2020-10-10 19:53:37,636 - mmaction - INFO - Epoch [249][1280/1413] lr: 1.445e-03, eta: 2:45:45, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5961, top5_acc: 0.7997, loss_cls: 1.8031, loss: 1.8031, grad_norm: 4.2937 2020-10-10 19:53:57,018 - mmaction - INFO - Epoch [249][1300/1413] lr: 1.445e-03, eta: 2:45:25, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5836, top5_acc: 0.7965, loss_cls: 1.8192, loss: 1.8192, grad_norm: 4.3414 2020-10-10 19:54:16,474 - mmaction - INFO - Epoch [249][1320/1413] lr: 1.445e-03, eta: 2:45:05, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.5978, top5_acc: 0.8018, loss_cls: 1.7778, loss: 1.7778, grad_norm: 4.2472 2020-10-10 19:54:35,855 - mmaction - INFO - Epoch [249][1340/1413] lr: 1.445e-03, eta: 2:44:45, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.6003, top5_acc: 0.7988, loss_cls: 1.7693, loss: 1.7693, grad_norm: 4.2890 2020-10-10 19:54:55,222 - mmaction - INFO - Epoch [249][1360/1413] lr: 1.445e-03, eta: 2:44:25, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5872, top5_acc: 0.7936, loss_cls: 1.8045, loss: 1.8045, grad_norm: 4.3311 2020-10-10 19:55:14,622 - mmaction - INFO - Epoch [249][1380/1413] lr: 1.445e-03, eta: 2:44:05, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5872, top5_acc: 0.7949, loss_cls: 1.8441, loss: 1.8441, grad_norm: 4.3450 2020-10-10 19:55:33,943 - mmaction - INFO - Epoch [249][1400/1413] lr: 1.445e-03, eta: 2:43:45, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5836, top5_acc: 0.7865, loss_cls: 1.8463, loss: 1.8463, grad_norm: 4.2926 2020-10-10 19:56:39,295 - mmaction - INFO - Epoch [250][20/1413] lr: 1.106e-03, eta: 2:43:14, time: 2.613, data_time: 1.631, memory: 8482, top1_acc: 0.5915, top5_acc: 0.7943, loss_cls: 1.8032, loss: 1.8032, grad_norm: 4.2925 2020-10-10 19:56:58,575 - mmaction - INFO - Epoch [250][40/1413] lr: 1.106e-03, eta: 2:42:54, time: 0.965, data_time: 0.003, memory: 8482, top1_acc: 0.5938, top5_acc: 0.7965, loss_cls: 1.8010, loss: 1.8010, grad_norm: 4.3479 2020-10-10 19:57:17,878 - mmaction - INFO - Epoch [250][60/1413] lr: 1.106e-03, eta: 2:42:35, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.5938, top5_acc: 0.7962, loss_cls: 1.7915, loss: 1.7915, grad_norm: 4.2723 2020-10-10 19:57:37,304 - mmaction - INFO - Epoch [250][80/1413] lr: 1.106e-03, eta: 2:42:15, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5849, top5_acc: 0.7884, loss_cls: 1.8267, loss: 1.8267, grad_norm: 4.3571 2020-10-10 19:57:56,656 - mmaction - INFO - Epoch [250][100/1413] lr: 1.106e-03, eta: 2:41:55, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5845, top5_acc: 0.7878, loss_cls: 1.8542, loss: 1.8542, grad_norm: 4.3507 2020-10-10 19:58:16,028 - mmaction - INFO - Epoch [250][120/1413] lr: 1.106e-03, eta: 2:41:35, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5855, top5_acc: 0.7870, loss_cls: 1.8365, loss: 1.8365, grad_norm: 4.3469 2020-10-10 19:58:35,440 - mmaction - INFO - Epoch [250][140/1413] lr: 1.106e-03, eta: 2:41:15, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5859, top5_acc: 0.7926, loss_cls: 1.8442, loss: 1.8442, grad_norm: 4.3545 2020-10-10 19:58:54,808 - mmaction - INFO - Epoch [250][160/1413] lr: 1.106e-03, eta: 2:40:55, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5958, top5_acc: 0.7971, loss_cls: 1.7887, loss: 1.7887, grad_norm: 4.3209 2020-10-10 19:59:14,242 - mmaction - INFO - Epoch [250][180/1413] lr: 1.106e-03, eta: 2:40:35, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5930, top5_acc: 0.7995, loss_cls: 1.7927, loss: 1.7927, grad_norm: 4.3503 2020-10-10 19:59:33,630 - mmaction - INFO - Epoch [250][200/1413] lr: 1.106e-03, eta: 2:40:15, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5852, top5_acc: 0.7897, loss_cls: 1.8303, loss: 1.8303, grad_norm: 4.3373 2020-10-10 19:59:52,998 - mmaction - INFO - Epoch [250][220/1413] lr: 1.106e-03, eta: 2:39:55, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5988, top5_acc: 0.7983, loss_cls: 1.7903, loss: 1.7903, grad_norm: 4.3062 2020-10-10 20:00:13,515 - mmaction - INFO - Epoch [250][240/1413] lr: 1.106e-03, eta: 2:39:36, time: 1.026, data_time: 0.003, memory: 8482, top1_acc: 0.5900, top5_acc: 0.7943, loss_cls: 1.7965, loss: 1.7965, grad_norm: 4.3556 2020-10-10 20:00:32,951 - mmaction - INFO - Epoch [250][260/1413] lr: 1.106e-03, eta: 2:39:16, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5934, top5_acc: 0.7934, loss_cls: 1.7967, loss: 1.7967, grad_norm: 4.3262 2020-10-10 20:00:52,316 - mmaction - INFO - Epoch [250][280/1413] lr: 1.106e-03, eta: 2:38:56, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5895, top5_acc: 0.7957, loss_cls: 1.8293, loss: 1.8293, grad_norm: 4.3781 2020-10-10 20:01:11,671 - mmaction - INFO - Epoch [250][300/1413] lr: 1.106e-03, eta: 2:38:36, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5966, top5_acc: 0.8033, loss_cls: 1.7661, loss: 1.7661, grad_norm: 4.2519 2020-10-10 20:01:31,076 - mmaction - INFO - Epoch [250][320/1413] lr: 1.106e-03, eta: 2:38:16, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5970, top5_acc: 0.7965, loss_cls: 1.7843, loss: 1.7843, grad_norm: 4.3230 2020-10-10 20:01:50,399 - mmaction - INFO - Epoch [250][340/1413] lr: 1.106e-03, eta: 2:37:56, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5855, top5_acc: 0.7954, loss_cls: 1.8326, loss: 1.8326, grad_norm: 4.3915 2020-10-10 20:02:09,782 - mmaction - INFO - Epoch [250][360/1413] lr: 1.106e-03, eta: 2:37:36, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5826, top5_acc: 0.7896, loss_cls: 1.8444, loss: 1.8444, grad_norm: 4.3401 2020-10-10 20:02:29,134 - mmaction - INFO - Epoch [250][380/1413] lr: 1.106e-03, eta: 2:37:16, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5923, top5_acc: 0.8020, loss_cls: 1.7755, loss: 1.7755, grad_norm: 4.3248 2020-10-10 20:02:48,539 - mmaction - INFO - Epoch [250][400/1413] lr: 1.106e-03, eta: 2:36:57, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5840, top5_acc: 0.7962, loss_cls: 1.8214, loss: 1.8214, grad_norm: 4.3106 2020-10-10 20:03:07,954 - mmaction - INFO - Epoch [250][420/1413] lr: 1.106e-03, eta: 2:36:37, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5855, top5_acc: 0.7928, loss_cls: 1.8276, loss: 1.8276, grad_norm: 4.3074 2020-10-10 20:03:27,331 - mmaction - INFO - Epoch [250][440/1413] lr: 1.106e-03, eta: 2:36:17, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5867, top5_acc: 0.7910, loss_cls: 1.8181, loss: 1.8181, grad_norm: 4.3262 2020-10-10 20:03:46,746 - mmaction - INFO - Epoch [250][460/1413] lr: 1.106e-03, eta: 2:35:57, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5859, top5_acc: 0.7922, loss_cls: 1.8160, loss: 1.8160, grad_norm: 4.3550 2020-10-10 20:04:06,123 - mmaction - INFO - Epoch [250][480/1413] lr: 1.106e-03, eta: 2:35:37, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5904, top5_acc: 0.7922, loss_cls: 1.8240, loss: 1.8240, grad_norm: 4.3519 2020-10-10 20:04:25,517 - mmaction - INFO - Epoch [250][500/1413] lr: 1.106e-03, eta: 2:35:17, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5880, top5_acc: 0.7961, loss_cls: 1.8169, loss: 1.8169, grad_norm: 4.3452 2020-10-10 20:04:44,916 - mmaction - INFO - Epoch [250][520/1413] lr: 1.106e-03, eta: 2:34:57, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5934, top5_acc: 0.8059, loss_cls: 1.7676, loss: 1.7676, grad_norm: 4.3418 2020-10-10 20:05:04,325 - mmaction - INFO - Epoch [250][540/1413] lr: 1.106e-03, eta: 2:34:37, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5829, top5_acc: 0.7926, loss_cls: 1.8145, loss: 1.8145, grad_norm: 4.3507 2020-10-10 20:05:23,777 - mmaction - INFO - Epoch [250][560/1413] lr: 1.106e-03, eta: 2:34:18, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5863, top5_acc: 0.7875, loss_cls: 1.8437, loss: 1.8437, grad_norm: 4.4143 2020-10-10 20:05:43,113 - mmaction - INFO - Epoch [250][580/1413] lr: 1.106e-03, eta: 2:33:58, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5889, top5_acc: 0.8038, loss_cls: 1.7925, loss: 1.7925, grad_norm: 4.3538 2020-10-10 20:06:02,624 - mmaction - INFO - Epoch [250][600/1413] lr: 1.106e-03, eta: 2:33:38, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.5871, top5_acc: 0.7867, loss_cls: 1.8380, loss: 1.8380, grad_norm: 4.3608 2020-10-10 20:06:21,969 - mmaction - INFO - Epoch [250][620/1413] lr: 1.106e-03, eta: 2:33:18, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5936, top5_acc: 0.7887, loss_cls: 1.8448, loss: 1.8448, grad_norm: 4.3554 2020-10-10 20:06:41,346 - mmaction - INFO - Epoch [250][640/1413] lr: 1.106e-03, eta: 2:32:58, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5957, top5_acc: 0.7984, loss_cls: 1.7883, loss: 1.7883, grad_norm: 4.3277 2020-10-10 20:07:00,800 - mmaction - INFO - Epoch [250][660/1413] lr: 1.106e-03, eta: 2:32:38, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5698, top5_acc: 0.7797, loss_cls: 1.9044, loss: 1.9044, grad_norm: 4.4218 2020-10-10 20:07:20,189 - mmaction - INFO - Epoch [250][680/1413] lr: 1.106e-03, eta: 2:32:18, time: 0.971, data_time: 0.004, memory: 8482, top1_acc: 0.5897, top5_acc: 0.7928, loss_cls: 1.8169, loss: 1.8169, grad_norm: 4.3872 2020-10-10 20:07:39,583 - mmaction - INFO - Epoch [250][700/1413] lr: 1.106e-03, eta: 2:31:58, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5944, top5_acc: 0.7935, loss_cls: 1.7946, loss: 1.7946, grad_norm: 4.2891 2020-10-10 20:07:58,914 - mmaction - INFO - Epoch [250][720/1413] lr: 1.106e-03, eta: 2:31:39, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5997, top5_acc: 0.8051, loss_cls: 1.7532, loss: 1.7532, grad_norm: 4.3259 2020-10-10 20:08:18,299 - mmaction - INFO - Epoch [250][740/1413] lr: 1.106e-03, eta: 2:31:19, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5874, top5_acc: 0.7895, loss_cls: 1.8271, loss: 1.8271, grad_norm: 4.3709 2020-10-10 20:08:37,700 - mmaction - INFO - Epoch [250][760/1413] lr: 1.106e-03, eta: 2:30:59, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5902, top5_acc: 0.7898, loss_cls: 1.8249, loss: 1.8249, grad_norm: 4.3639 2020-10-10 20:08:57,073 - mmaction - INFO - Epoch [250][780/1413] lr: 1.106e-03, eta: 2:30:39, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5918, top5_acc: 0.7984, loss_cls: 1.7831, loss: 1.7831, grad_norm: 4.3090 2020-10-10 20:09:16,445 - mmaction - INFO - Epoch [250][800/1413] lr: 1.106e-03, eta: 2:30:19, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5904, top5_acc: 0.7904, loss_cls: 1.8306, loss: 1.8306, grad_norm: 4.3740 2020-10-10 20:09:35,822 - mmaction - INFO - Epoch [250][820/1413] lr: 1.106e-03, eta: 2:29:59, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5820, top5_acc: 0.7918, loss_cls: 1.8459, loss: 1.8459, grad_norm: 4.3786 2020-10-10 20:09:55,220 - mmaction - INFO - Epoch [250][840/1413] lr: 1.106e-03, eta: 2:29:39, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5898, top5_acc: 0.7949, loss_cls: 1.8200, loss: 1.8200, grad_norm: 4.3896 2020-10-10 20:10:14,563 - mmaction - INFO - Epoch [250][860/1413] lr: 1.106e-03, eta: 2:29:19, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5915, top5_acc: 0.8014, loss_cls: 1.7907, loss: 1.7907, grad_norm: 4.3285 2020-10-10 20:10:33,908 - mmaction - INFO - Epoch [250][880/1413] lr: 1.106e-03, eta: 2:28:59, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5845, top5_acc: 0.7913, loss_cls: 1.8351, loss: 1.8351, grad_norm: 4.3429 2020-10-10 20:10:53,312 - mmaction - INFO - Epoch [250][900/1413] lr: 1.106e-03, eta: 2:28:40, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5898, top5_acc: 0.8009, loss_cls: 1.7867, loss: 1.7867, grad_norm: 4.3577 2020-10-10 20:11:12,707 - mmaction - INFO - Epoch [250][920/1413] lr: 1.106e-03, eta: 2:28:20, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5973, top5_acc: 0.7961, loss_cls: 1.7884, loss: 1.7884, grad_norm: 4.3380 2020-10-10 20:11:32,055 - mmaction - INFO - Epoch [250][940/1413] lr: 1.106e-03, eta: 2:28:00, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5870, top5_acc: 0.7883, loss_cls: 1.8207, loss: 1.8207, grad_norm: 4.3346 2020-10-10 20:11:51,424 - mmaction - INFO - Epoch [250][960/1413] lr: 1.106e-03, eta: 2:27:40, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5934, top5_acc: 0.7962, loss_cls: 1.7994, loss: 1.7994, grad_norm: 4.3585 2020-10-10 20:12:10,859 - mmaction - INFO - Epoch [250][980/1413] lr: 1.106e-03, eta: 2:27:20, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5913, top5_acc: 0.7918, loss_cls: 1.8063, loss: 1.8063, grad_norm: 4.3539 2020-10-10 20:12:30,239 - mmaction - INFO - Epoch [250][1000/1413] lr: 1.106e-03, eta: 2:27:00, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5796, top5_acc: 0.7855, loss_cls: 1.8450, loss: 1.8450, grad_norm: 4.3816 2020-10-10 20:12:49,615 - mmaction - INFO - Epoch [250][1020/1413] lr: 1.106e-03, eta: 2:26:40, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5826, top5_acc: 0.7863, loss_cls: 1.8442, loss: 1.8442, grad_norm: 4.3931 2020-10-10 20:13:09,059 - mmaction - INFO - Epoch [250][1040/1413] lr: 1.106e-03, eta: 2:26:20, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5865, top5_acc: 0.7952, loss_cls: 1.8136, loss: 1.8136, grad_norm: 4.3997 2020-10-10 20:13:28,461 - mmaction - INFO - Epoch [250][1060/1413] lr: 1.106e-03, eta: 2:26:01, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5945, top5_acc: 0.7947, loss_cls: 1.8119, loss: 1.8119, grad_norm: 4.2951 2020-10-10 20:13:47,895 - mmaction - INFO - Epoch [250][1080/1413] lr: 1.106e-03, eta: 2:25:41, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5892, top5_acc: 0.7977, loss_cls: 1.8090, loss: 1.8090, grad_norm: 4.3106 2020-10-10 20:14:07,306 - mmaction - INFO - Epoch [250][1100/1413] lr: 1.106e-03, eta: 2:25:21, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5910, top5_acc: 0.7987, loss_cls: 1.7912, loss: 1.7912, grad_norm: 4.3024 2020-10-10 20:14:26,654 - mmaction - INFO - Epoch [250][1120/1413] lr: 1.106e-03, eta: 2:25:01, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5850, top5_acc: 0.7883, loss_cls: 1.8398, loss: 1.8398, grad_norm: 4.3433 2020-10-10 20:14:46,100 - mmaction - INFO - Epoch [250][1140/1413] lr: 1.106e-03, eta: 2:24:41, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.5952, top5_acc: 0.7993, loss_cls: 1.7731, loss: 1.7731, grad_norm: 4.2685 2020-10-10 20:15:05,488 - mmaction - INFO - Epoch [250][1160/1413] lr: 1.106e-03, eta: 2:24:21, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5880, top5_acc: 0.7910, loss_cls: 1.8164, loss: 1.8164, grad_norm: 4.3764 2020-10-10 20:15:24,839 - mmaction - INFO - Epoch [250][1180/1413] lr: 1.106e-03, eta: 2:24:01, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5900, top5_acc: 0.7901, loss_cls: 1.8393, loss: 1.8393, grad_norm: 4.3951 2020-10-10 20:15:44,183 - mmaction - INFO - Epoch [250][1200/1413] lr: 1.106e-03, eta: 2:23:41, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5917, top5_acc: 0.7961, loss_cls: 1.8017, loss: 1.8017, grad_norm: 4.3757 2020-10-10 20:16:03,543 - mmaction - INFO - Epoch [250][1220/1413] lr: 1.106e-03, eta: 2:23:22, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5908, top5_acc: 0.8009, loss_cls: 1.7878, loss: 1.7878, grad_norm: 4.3508 2020-10-10 20:16:22,930 - mmaction - INFO - Epoch [250][1240/1413] lr: 1.106e-03, eta: 2:23:02, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5889, top5_acc: 0.7965, loss_cls: 1.8392, loss: 1.8392, grad_norm: 4.4070 2020-10-10 20:16:42,315 - mmaction - INFO - Epoch [250][1260/1413] lr: 1.106e-03, eta: 2:22:42, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5846, top5_acc: 0.7891, loss_cls: 1.8459, loss: 1.8459, grad_norm: 4.4068 2020-10-10 20:17:01,725 - mmaction - INFO - Epoch [250][1280/1413] lr: 1.106e-03, eta: 2:22:22, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5960, top5_acc: 0.8039, loss_cls: 1.7613, loss: 1.7613, grad_norm: 4.2953 2020-10-10 20:17:21,128 - mmaction - INFO - Epoch [250][1300/1413] lr: 1.106e-03, eta: 2:22:02, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5829, top5_acc: 0.7884, loss_cls: 1.8420, loss: 1.8420, grad_norm: 4.3939 2020-10-10 20:17:40,531 - mmaction - INFO - Epoch [250][1320/1413] lr: 1.106e-03, eta: 2:21:42, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5967, top5_acc: 0.7949, loss_cls: 1.8028, loss: 1.8028, grad_norm: 4.3173 2020-10-10 20:17:59,887 - mmaction - INFO - Epoch [250][1340/1413] lr: 1.106e-03, eta: 2:21:22, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5839, top5_acc: 0.7919, loss_cls: 1.8298, loss: 1.8298, grad_norm: 4.4398 2020-10-10 20:18:19,321 - mmaction - INFO - Epoch [250][1360/1413] lr: 1.106e-03, eta: 2:21:02, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5926, top5_acc: 0.7930, loss_cls: 1.8020, loss: 1.8020, grad_norm: 4.3523 2020-10-10 20:18:38,734 - mmaction - INFO - Epoch [250][1380/1413] lr: 1.106e-03, eta: 2:20:43, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5820, top5_acc: 0.7893, loss_cls: 1.8478, loss: 1.8478, grad_norm: 4.4226 2020-10-10 20:18:58,150 - mmaction - INFO - Epoch [250][1400/1413] lr: 1.106e-03, eta: 2:20:23, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5841, top5_acc: 0.7971, loss_cls: 1.8436, loss: 1.8436, grad_norm: 4.4102 2020-10-10 20:20:07,202 - mmaction - INFO - Epoch [251][20/1413] lr: 8.129e-04, eta: 2:19:52, time: 2.742, data_time: 1.669, memory: 8482, top1_acc: 0.5891, top5_acc: 0.7893, loss_cls: 1.8274, loss: 1.8274, grad_norm: 4.3511 2020-10-10 20:20:26,537 - mmaction - INFO - Epoch [251][40/1413] lr: 8.129e-04, eta: 2:19:32, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.5984, top5_acc: 0.8000, loss_cls: 1.7694, loss: 1.7694, grad_norm: 4.2712 2020-10-10 20:20:45,897 - mmaction - INFO - Epoch [251][60/1413] lr: 8.129e-04, eta: 2:19:12, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5857, top5_acc: 0.7926, loss_cls: 1.8412, loss: 1.8412, grad_norm: 4.4120 2020-10-10 20:21:05,242 - mmaction - INFO - Epoch [251][80/1413] lr: 8.129e-04, eta: 2:18:52, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.5792, top5_acc: 0.7835, loss_cls: 1.8601, loss: 1.8601, grad_norm: 4.3866 2020-10-10 20:21:24,610 - mmaction - INFO - Epoch [251][100/1413] lr: 8.129e-04, eta: 2:18:32, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5857, top5_acc: 0.7921, loss_cls: 1.8375, loss: 1.8375, grad_norm: 4.4350 2020-10-10 20:21:43,979 - mmaction - INFO - Epoch [251][120/1413] lr: 8.129e-04, eta: 2:18:12, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5892, top5_acc: 0.7934, loss_cls: 1.8151, loss: 1.8151, grad_norm: 4.3953 2020-10-10 20:22:03,326 - mmaction - INFO - Epoch [251][140/1413] lr: 8.129e-04, eta: 2:17:52, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5887, top5_acc: 0.7970, loss_cls: 1.8046, loss: 1.8046, grad_norm: 4.3769 2020-10-10 20:22:22,787 - mmaction - INFO - Epoch [251][160/1413] lr: 8.129e-04, eta: 2:17:32, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5993, top5_acc: 0.7978, loss_cls: 1.7802, loss: 1.7802, grad_norm: 4.2883 2020-10-10 20:22:42,213 - mmaction - INFO - Epoch [251][180/1413] lr: 8.129e-04, eta: 2:17:13, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5884, top5_acc: 0.7908, loss_cls: 1.8138, loss: 1.8138, grad_norm: 4.3405 2020-10-10 20:23:01,681 - mmaction - INFO - Epoch [251][200/1413] lr: 8.129e-04, eta: 2:16:53, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5874, top5_acc: 0.7992, loss_cls: 1.8198, loss: 1.8198, grad_norm: 4.3967 2020-10-10 20:23:21,091 - mmaction - INFO - Epoch [251][220/1413] lr: 8.129e-04, eta: 2:16:33, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5874, top5_acc: 0.7928, loss_cls: 1.7991, loss: 1.7991, grad_norm: 4.3285 2020-10-10 20:23:40,532 - mmaction - INFO - Epoch [251][240/1413] lr: 8.129e-04, eta: 2:16:13, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5883, top5_acc: 0.7911, loss_cls: 1.8150, loss: 1.8150, grad_norm: 4.3727 2020-10-10 20:23:59,886 - mmaction - INFO - Epoch [251][260/1413] lr: 8.129e-04, eta: 2:15:53, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.6014, top5_acc: 0.8115, loss_cls: 1.7508, loss: 1.7508, grad_norm: 4.3245 2020-10-10 20:24:19,305 - mmaction - INFO - Epoch [251][280/1413] lr: 8.129e-04, eta: 2:15:33, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5823, top5_acc: 0.7865, loss_cls: 1.8645, loss: 1.8645, grad_norm: 4.4171 2020-10-10 20:24:38,695 - mmaction - INFO - Epoch [251][300/1413] lr: 8.129e-04, eta: 2:15:13, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5883, top5_acc: 0.7931, loss_cls: 1.8112, loss: 1.8112, grad_norm: 4.3586 2020-10-10 20:24:58,094 - mmaction - INFO - Epoch [251][320/1413] lr: 8.129e-04, eta: 2:14:53, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5887, top5_acc: 0.7910, loss_cls: 1.8296, loss: 1.8296, grad_norm: 4.3463 2020-10-10 20:25:17,479 - mmaction - INFO - Epoch [251][340/1413] lr: 8.129e-04, eta: 2:14:34, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5948, top5_acc: 0.7974, loss_cls: 1.7867, loss: 1.7867, grad_norm: 4.3408 2020-10-10 20:25:36,897 - mmaction - INFO - Epoch [251][360/1413] lr: 8.129e-04, eta: 2:14:14, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5880, top5_acc: 0.7962, loss_cls: 1.8236, loss: 1.8236, grad_norm: 4.3768 2020-10-10 20:25:56,284 - mmaction - INFO - Epoch [251][380/1413] lr: 8.129e-04, eta: 2:13:54, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5876, top5_acc: 0.7965, loss_cls: 1.7909, loss: 1.7909, grad_norm: 4.3488 2020-10-10 20:26:15,714 - mmaction - INFO - Epoch [251][400/1413] lr: 8.129e-04, eta: 2:13:34, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5948, top5_acc: 0.7936, loss_cls: 1.7951, loss: 1.7951, grad_norm: 4.3523 2020-10-10 20:26:35,167 - mmaction - INFO - Epoch [251][420/1413] lr: 8.129e-04, eta: 2:13:14, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5928, top5_acc: 0.7970, loss_cls: 1.7970, loss: 1.7970, grad_norm: 4.3565 2020-10-10 20:26:54,611 - mmaction - INFO - Epoch [251][440/1413] lr: 8.129e-04, eta: 2:12:54, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.5832, top5_acc: 0.7919, loss_cls: 1.8143, loss: 1.8143, grad_norm: 4.4393 2020-10-10 20:27:14,075 - mmaction - INFO - Epoch [251][460/1413] lr: 8.129e-04, eta: 2:12:34, time: 0.973, data_time: 0.001, memory: 8482, top1_acc: 0.5937, top5_acc: 0.7999, loss_cls: 1.7796, loss: 1.7796, grad_norm: 4.3603 2020-10-10 20:27:33,465 - mmaction - INFO - Epoch [251][480/1413] lr: 8.129e-04, eta: 2:12:15, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5919, top5_acc: 0.7945, loss_cls: 1.8093, loss: 1.8093, grad_norm: 4.4065 2020-10-10 20:27:52,880 - mmaction - INFO - Epoch [251][500/1413] lr: 8.129e-04, eta: 2:11:55, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5979, top5_acc: 0.8017, loss_cls: 1.7770, loss: 1.7770, grad_norm: 4.3324 2020-10-10 20:28:12,260 - mmaction - INFO - Epoch [251][520/1413] lr: 8.129e-04, eta: 2:11:35, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5809, top5_acc: 0.7876, loss_cls: 1.8276, loss: 1.8276, grad_norm: 4.3775 2020-10-10 20:28:31,596 - mmaction - INFO - Epoch [251][540/1413] lr: 8.129e-04, eta: 2:11:15, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.5953, top5_acc: 0.7936, loss_cls: 1.7886, loss: 1.7886, grad_norm: 4.2829 2020-10-10 20:28:51,003 - mmaction - INFO - Epoch [251][560/1413] lr: 8.129e-04, eta: 2:10:55, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5919, top5_acc: 0.7975, loss_cls: 1.7908, loss: 1.7908, grad_norm: 4.3173 2020-10-10 20:29:10,287 - mmaction - INFO - Epoch [251][580/1413] lr: 8.129e-04, eta: 2:10:35, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.5870, top5_acc: 0.7897, loss_cls: 1.8183, loss: 1.8183, grad_norm: 4.3997 2020-10-10 20:29:29,699 - mmaction - INFO - Epoch [251][600/1413] lr: 8.129e-04, eta: 2:10:15, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5995, top5_acc: 0.8005, loss_cls: 1.7764, loss: 1.7764, grad_norm: 4.3825 2020-10-10 20:29:49,156 - mmaction - INFO - Epoch [251][620/1413] lr: 8.129e-04, eta: 2:09:55, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5999, top5_acc: 0.8003, loss_cls: 1.7838, loss: 1.7838, grad_norm: 4.3826 2020-10-10 20:30:08,558 - mmaction - INFO - Epoch [251][640/1413] lr: 8.129e-04, eta: 2:09:36, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5908, top5_acc: 0.7934, loss_cls: 1.8072, loss: 1.8072, grad_norm: 4.3350 2020-10-10 20:30:27,941 - mmaction - INFO - Epoch [251][660/1413] lr: 8.129e-04, eta: 2:09:16, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.6033, top5_acc: 0.7896, loss_cls: 1.7854, loss: 1.7854, grad_norm: 4.3346 2020-10-10 20:30:47,345 - mmaction - INFO - Epoch [251][680/1413] lr: 8.129e-04, eta: 2:08:56, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5956, top5_acc: 0.7977, loss_cls: 1.7756, loss: 1.7756, grad_norm: 4.3292 2020-10-10 20:31:06,763 - mmaction - INFO - Epoch [251][700/1413] lr: 8.129e-04, eta: 2:08:36, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5793, top5_acc: 0.7935, loss_cls: 1.8249, loss: 1.8249, grad_norm: 4.4103 2020-10-10 20:31:26,161 - mmaction - INFO - Epoch [251][720/1413] lr: 8.129e-04, eta: 2:08:16, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5884, top5_acc: 0.7964, loss_cls: 1.7949, loss: 1.7949, grad_norm: 4.3880 2020-10-10 20:31:45,621 - mmaction - INFO - Epoch [251][740/1413] lr: 8.129e-04, eta: 2:07:56, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5910, top5_acc: 0.7944, loss_cls: 1.8074, loss: 1.8074, grad_norm: 4.3646 2020-10-10 20:32:05,065 - mmaction - INFO - Epoch [251][760/1413] lr: 8.129e-04, eta: 2:07:36, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5855, top5_acc: 0.7957, loss_cls: 1.7869, loss: 1.7869, grad_norm: 4.3639 2020-10-10 20:32:24,461 - mmaction - INFO - Epoch [251][780/1413] lr: 8.129e-04, eta: 2:07:16, time: 0.970, data_time: 0.004, memory: 8482, top1_acc: 0.5908, top5_acc: 0.7897, loss_cls: 1.8265, loss: 1.8265, grad_norm: 4.3889 2020-10-10 20:32:43,841 - mmaction - INFO - Epoch [251][800/1413] lr: 8.129e-04, eta: 2:06:57, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5906, top5_acc: 0.7987, loss_cls: 1.7964, loss: 1.7964, grad_norm: 4.3968 2020-10-10 20:33:03,239 - mmaction - INFO - Epoch [251][820/1413] lr: 8.129e-04, eta: 2:06:37, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5871, top5_acc: 0.7970, loss_cls: 1.8105, loss: 1.8105, grad_norm: 4.3550 2020-10-10 20:33:22,680 - mmaction - INFO - Epoch [251][840/1413] lr: 8.129e-04, eta: 2:06:17, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5922, top5_acc: 0.7977, loss_cls: 1.7758, loss: 1.7758, grad_norm: 4.3628 2020-10-10 20:33:42,062 - mmaction - INFO - Epoch [251][860/1413] lr: 8.129e-04, eta: 2:05:57, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5967, top5_acc: 0.7948, loss_cls: 1.7820, loss: 1.7820, grad_norm: 4.4355 2020-10-10 20:34:01,466 - mmaction - INFO - Epoch [251][880/1413] lr: 8.129e-04, eta: 2:05:37, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5954, top5_acc: 0.7992, loss_cls: 1.8048, loss: 1.8048, grad_norm: 4.3679 2020-10-10 20:34:20,859 - mmaction - INFO - Epoch [251][900/1413] lr: 8.129e-04, eta: 2:05:17, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5917, top5_acc: 0.7923, loss_cls: 1.8124, loss: 1.8124, grad_norm: 4.4107 2020-10-10 20:34:40,302 - mmaction - INFO - Epoch [251][920/1413] lr: 8.129e-04, eta: 2:04:57, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5895, top5_acc: 0.7908, loss_cls: 1.8278, loss: 1.8278, grad_norm: 4.3820 2020-10-10 20:34:59,671 - mmaction - INFO - Epoch [251][940/1413] lr: 8.129e-04, eta: 2:04:37, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.6005, top5_acc: 0.8051, loss_cls: 1.7542, loss: 1.7542, grad_norm: 4.3909 2020-10-10 20:35:19,089 - mmaction - INFO - Epoch [251][960/1413] lr: 8.129e-04, eta: 2:04:18, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5974, top5_acc: 0.8020, loss_cls: 1.7687, loss: 1.7687, grad_norm: 4.3616 2020-10-10 20:35:38,513 - mmaction - INFO - Epoch [251][980/1413] lr: 8.129e-04, eta: 2:03:58, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5897, top5_acc: 0.7878, loss_cls: 1.8138, loss: 1.8138, grad_norm: 4.4045 2020-10-10 20:35:57,901 - mmaction - INFO - Epoch [251][1000/1413] lr: 8.129e-04, eta: 2:03:38, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5977, top5_acc: 0.8017, loss_cls: 1.7627, loss: 1.7627, grad_norm: 4.4072 2020-10-10 20:36:17,297 - mmaction - INFO - Epoch [251][1020/1413] lr: 8.129e-04, eta: 2:03:18, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5997, top5_acc: 0.8030, loss_cls: 1.7804, loss: 1.7804, grad_norm: 4.3722 2020-10-10 20:36:36,669 - mmaction - INFO - Epoch [251][1040/1413] lr: 8.129e-04, eta: 2:02:58, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5885, top5_acc: 0.7962, loss_cls: 1.8170, loss: 1.8170, grad_norm: 4.4055 2020-10-10 20:36:56,086 - mmaction - INFO - Epoch [251][1060/1413] lr: 8.129e-04, eta: 2:02:38, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5842, top5_acc: 0.7943, loss_cls: 1.8136, loss: 1.8136, grad_norm: 4.3922 2020-10-10 20:37:15,480 - mmaction - INFO - Epoch [251][1080/1413] lr: 8.129e-04, eta: 2:02:18, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5937, top5_acc: 0.7926, loss_cls: 1.7929, loss: 1.7929, grad_norm: 4.3555 2020-10-10 20:37:34,885 - mmaction - INFO - Epoch [251][1100/1413] lr: 8.129e-04, eta: 2:01:59, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5900, top5_acc: 0.7927, loss_cls: 1.8100, loss: 1.8100, grad_norm: 4.3955 2020-10-10 20:37:54,257 - mmaction - INFO - Epoch [251][1120/1413] lr: 8.129e-04, eta: 2:01:39, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5957, top5_acc: 0.8074, loss_cls: 1.7802, loss: 1.7802, grad_norm: 4.4115 2020-10-10 20:38:13,726 - mmaction - INFO - Epoch [251][1140/1413] lr: 8.129e-04, eta: 2:01:19, time: 0.974, data_time: 0.002, memory: 8482, top1_acc: 0.5926, top5_acc: 0.7988, loss_cls: 1.7927, loss: 1.7927, grad_norm: 4.4000 2020-10-10 20:38:33,138 - mmaction - INFO - Epoch [251][1160/1413] lr: 8.129e-04, eta: 2:00:59, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5936, top5_acc: 0.7888, loss_cls: 1.8331, loss: 1.8331, grad_norm: 4.4016 2020-10-10 20:38:52,508 - mmaction - INFO - Epoch [251][1180/1413] lr: 8.129e-04, eta: 2:00:39, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5988, top5_acc: 0.7922, loss_cls: 1.7917, loss: 1.7917, grad_norm: 4.3749 2020-10-10 20:39:11,930 - mmaction - INFO - Epoch [251][1200/1413] lr: 8.129e-04, eta: 2:00:19, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5934, top5_acc: 0.7937, loss_cls: 1.8089, loss: 1.8089, grad_norm: 4.4227 2020-10-10 20:39:31,254 - mmaction - INFO - Epoch [251][1220/1413] lr: 8.129e-04, eta: 1:59:59, time: 0.966, data_time: 0.003, memory: 8482, top1_acc: 0.5768, top5_acc: 0.7913, loss_cls: 1.8348, loss: 1.8348, grad_norm: 4.4126 2020-10-10 20:39:50,694 - mmaction - INFO - Epoch [251][1240/1413] lr: 8.129e-04, eta: 1:59:39, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5973, top5_acc: 0.8042, loss_cls: 1.7728, loss: 1.7728, grad_norm: 4.4103 2020-10-10 20:40:10,073 - mmaction - INFO - Epoch [251][1260/1413] lr: 8.129e-04, eta: 1:59:20, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5839, top5_acc: 0.7908, loss_cls: 1.8521, loss: 1.8521, grad_norm: 4.4826 2020-10-10 20:40:29,468 - mmaction - INFO - Epoch [251][1280/1413] lr: 8.129e-04, eta: 1:59:00, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5874, top5_acc: 0.7911, loss_cls: 1.8183, loss: 1.8183, grad_norm: 4.4292 2020-10-10 20:40:48,825 - mmaction - INFO - Epoch [251][1300/1413] lr: 8.129e-04, eta: 1:58:40, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5935, top5_acc: 0.7973, loss_cls: 1.7970, loss: 1.7970, grad_norm: 4.3422 2020-10-10 20:41:08,191 - mmaction - INFO - Epoch [251][1320/1413] lr: 8.129e-04, eta: 1:58:20, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5935, top5_acc: 0.7983, loss_cls: 1.8044, loss: 1.8044, grad_norm: 4.3297 2020-10-10 20:41:27,557 - mmaction - INFO - Epoch [251][1340/1413] lr: 8.129e-04, eta: 1:58:00, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5949, top5_acc: 0.7988, loss_cls: 1.7887, loss: 1.7887, grad_norm: 4.3892 2020-10-10 20:41:46,939 - mmaction - INFO - Epoch [251][1360/1413] lr: 8.129e-04, eta: 1:57:40, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5876, top5_acc: 0.7936, loss_cls: 1.8131, loss: 1.8131, grad_norm: 4.4227 2020-10-10 20:42:06,340 - mmaction - INFO - Epoch [251][1380/1413] lr: 8.129e-04, eta: 1:57:20, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5887, top5_acc: 0.7948, loss_cls: 1.8143, loss: 1.8143, grad_norm: 4.3830 2020-10-10 20:42:25,725 - mmaction - INFO - Epoch [251][1400/1413] lr: 8.129e-04, eta: 1:57:01, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5935, top5_acc: 0.7922, loss_cls: 1.8007, loss: 1.8007, grad_norm: 4.3225 2020-10-10 20:43:28,890 - mmaction - INFO - Epoch [252][20/1413] lr: 5.646e-04, eta: 1:56:29, time: 2.508, data_time: 1.462, memory: 8482, top1_acc: 0.5889, top5_acc: 0.7928, loss_cls: 1.8200, loss: 1.8200, grad_norm: 4.4100 2020-10-10 20:43:48,181 - mmaction - INFO - Epoch [252][40/1413] lr: 5.646e-04, eta: 1:56:09, time: 0.964, data_time: 0.003, memory: 8482, top1_acc: 0.5936, top5_acc: 0.7986, loss_cls: 1.7686, loss: 1.7686, grad_norm: 4.3808 2020-10-10 20:44:07,523 - mmaction - INFO - Epoch [252][60/1413] lr: 5.646e-04, eta: 1:55:49, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5866, top5_acc: 0.7880, loss_cls: 1.8321, loss: 1.8321, grad_norm: 4.4004 2020-10-10 20:44:26,792 - mmaction - INFO - Epoch [252][80/1413] lr: 5.646e-04, eta: 1:55:29, time: 0.964, data_time: 0.002, memory: 8482, top1_acc: 0.5965, top5_acc: 0.7957, loss_cls: 1.7876, loss: 1.7876, grad_norm: 4.3743 2020-10-10 20:44:46,181 - mmaction - INFO - Epoch [252][100/1413] lr: 5.646e-04, eta: 1:55:09, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.6023, top5_acc: 0.8044, loss_cls: 1.7387, loss: 1.7387, grad_norm: 4.2906 2020-10-10 20:45:05,555 - mmaction - INFO - Epoch [252][120/1413] lr: 5.646e-04, eta: 1:54:49, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5862, top5_acc: 0.7932, loss_cls: 1.7994, loss: 1.7994, grad_norm: 4.3807 2020-10-10 20:45:24,931 - mmaction - INFO - Epoch [252][140/1413] lr: 5.646e-04, eta: 1:54:30, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5940, top5_acc: 0.7966, loss_cls: 1.8146, loss: 1.8146, grad_norm: 4.4315 2020-10-10 20:45:44,271 - mmaction - INFO - Epoch [252][160/1413] lr: 5.646e-04, eta: 1:54:10, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5892, top5_acc: 0.7879, loss_cls: 1.8311, loss: 1.8311, grad_norm: 4.4293 2020-10-10 20:46:03,635 - mmaction - INFO - Epoch [252][180/1413] lr: 5.646e-04, eta: 1:53:50, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5936, top5_acc: 0.7945, loss_cls: 1.7955, loss: 1.7955, grad_norm: 4.3779 2020-10-10 20:46:23,062 - mmaction - INFO - Epoch [252][200/1413] lr: 5.646e-04, eta: 1:53:30, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5956, top5_acc: 0.7936, loss_cls: 1.8152, loss: 1.8152, grad_norm: 4.3926 2020-10-10 20:46:42,511 - mmaction - INFO - Epoch [252][220/1413] lr: 5.646e-04, eta: 1:53:10, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5871, top5_acc: 0.7971, loss_cls: 1.8034, loss: 1.8034, grad_norm: 4.3680 2020-10-10 20:47:01,864 - mmaction - INFO - Epoch [252][240/1413] lr: 5.646e-04, eta: 1:52:50, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5952, top5_acc: 0.7966, loss_cls: 1.7938, loss: 1.7938, grad_norm: 4.3778 2020-10-10 20:47:21,262 - mmaction - INFO - Epoch [252][260/1413] lr: 5.646e-04, eta: 1:52:30, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.6055, top5_acc: 0.8034, loss_cls: 1.7381, loss: 1.7381, grad_norm: 4.3341 2020-10-10 20:47:40,628 - mmaction - INFO - Epoch [252][280/1413] lr: 5.646e-04, eta: 1:52:11, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5952, top5_acc: 0.7970, loss_cls: 1.7925, loss: 1.7925, grad_norm: 4.3784 2020-10-10 20:48:00,027 - mmaction - INFO - Epoch [252][300/1413] lr: 5.646e-04, eta: 1:51:51, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.6046, top5_acc: 0.8013, loss_cls: 1.7401, loss: 1.7401, grad_norm: 4.3000 2020-10-10 20:48:19,419 - mmaction - INFO - Epoch [252][320/1413] lr: 5.646e-04, eta: 1:51:31, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5908, top5_acc: 0.7924, loss_cls: 1.7865, loss: 1.7865, grad_norm: 4.3867 2020-10-10 20:48:38,837 - mmaction - INFO - Epoch [252][340/1413] lr: 5.646e-04, eta: 1:51:11, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5936, top5_acc: 0.7943, loss_cls: 1.8036, loss: 1.8036, grad_norm: 4.4212 2020-10-10 20:48:58,217 - mmaction - INFO - Epoch [252][360/1413] lr: 5.646e-04, eta: 1:50:51, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5995, top5_acc: 0.7993, loss_cls: 1.7760, loss: 1.7760, grad_norm: 4.3535 2020-10-10 20:49:17,642 - mmaction - INFO - Epoch [252][380/1413] lr: 5.646e-04, eta: 1:50:31, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5944, top5_acc: 0.7878, loss_cls: 1.8373, loss: 1.8373, grad_norm: 4.4173 2020-10-10 20:49:37,081 - mmaction - INFO - Epoch [252][400/1413] lr: 5.646e-04, eta: 1:50:11, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5892, top5_acc: 0.7971, loss_cls: 1.7973, loss: 1.7973, grad_norm: 4.4152 2020-10-10 20:49:56,483 - mmaction - INFO - Epoch [252][420/1413] lr: 5.646e-04, eta: 1:49:51, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5853, top5_acc: 0.7870, loss_cls: 1.8483, loss: 1.8483, grad_norm: 4.4462 2020-10-10 20:50:15,882 - mmaction - INFO - Epoch [252][440/1413] lr: 5.646e-04, eta: 1:49:32, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5913, top5_acc: 0.7910, loss_cls: 1.8270, loss: 1.8270, grad_norm: 4.3733 2020-10-10 20:50:35,341 - mmaction - INFO - Epoch [252][460/1413] lr: 5.646e-04, eta: 1:49:12, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5964, top5_acc: 0.8005, loss_cls: 1.7572, loss: 1.7572, grad_norm: 4.3674 2020-10-10 20:50:54,727 - mmaction - INFO - Epoch [252][480/1413] lr: 5.646e-04, eta: 1:48:52, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5828, top5_acc: 0.7923, loss_cls: 1.8258, loss: 1.8258, grad_norm: 4.4935 2020-10-10 20:51:14,184 - mmaction - INFO - Epoch [252][500/1413] lr: 5.646e-04, eta: 1:48:32, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5957, top5_acc: 0.7974, loss_cls: 1.8094, loss: 1.8094, grad_norm: 4.3871 2020-10-10 20:51:33,560 - mmaction - INFO - Epoch [252][520/1413] lr: 5.646e-04, eta: 1:48:12, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.6010, top5_acc: 0.7980, loss_cls: 1.7950, loss: 1.7950, grad_norm: 4.3483 2020-10-10 20:51:52,945 - mmaction - INFO - Epoch [252][540/1413] lr: 5.646e-04, eta: 1:47:52, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5898, top5_acc: 0.7971, loss_cls: 1.8011, loss: 1.8011, grad_norm: 4.4247 2020-10-10 20:52:12,386 - mmaction - INFO - Epoch [252][560/1413] lr: 5.646e-04, eta: 1:47:32, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5832, top5_acc: 0.7911, loss_cls: 1.8455, loss: 1.8455, grad_norm: 4.4385 2020-10-10 20:52:31,772 - mmaction - INFO - Epoch [252][580/1413] lr: 5.646e-04, eta: 1:47:13, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5879, top5_acc: 0.7938, loss_cls: 1.8173, loss: 1.8173, grad_norm: 4.3919 2020-10-10 20:52:51,163 - mmaction - INFO - Epoch [252][600/1413] lr: 5.646e-04, eta: 1:46:53, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5934, top5_acc: 0.7932, loss_cls: 1.8114, loss: 1.8114, grad_norm: 4.3710 2020-10-10 20:53:10,581 - mmaction - INFO - Epoch [252][620/1413] lr: 5.646e-04, eta: 1:46:33, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.6081, top5_acc: 0.8049, loss_cls: 1.7223, loss: 1.7223, grad_norm: 4.2818 2020-10-10 20:53:29,896 - mmaction - INFO - Epoch [252][640/1413] lr: 5.646e-04, eta: 1:46:13, time: 0.966, data_time: 0.004, memory: 8482, top1_acc: 0.5883, top5_acc: 0.7915, loss_cls: 1.7942, loss: 1.7942, grad_norm: 4.4066 2020-10-10 20:53:49,301 - mmaction - INFO - Epoch [252][660/1413] lr: 5.646e-04, eta: 1:45:53, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.6016, top5_acc: 0.7996, loss_cls: 1.7860, loss: 1.7860, grad_norm: 4.3518 2020-10-10 20:54:08,654 - mmaction - INFO - Epoch [252][680/1413] lr: 5.646e-04, eta: 1:45:33, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5983, top5_acc: 0.8014, loss_cls: 1.7788, loss: 1.7788, grad_norm: 4.4043 2020-10-10 20:54:28,046 - mmaction - INFO - Epoch [252][700/1413] lr: 5.646e-04, eta: 1:45:13, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5882, top5_acc: 0.7926, loss_cls: 1.8208, loss: 1.8208, grad_norm: 4.4150 2020-10-10 20:54:47,471 - mmaction - INFO - Epoch [252][720/1413] lr: 5.646e-04, eta: 1:44:54, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5905, top5_acc: 0.7951, loss_cls: 1.8197, loss: 1.8197, grad_norm: 4.4194 2020-10-10 20:55:06,838 - mmaction - INFO - Epoch [252][740/1413] lr: 5.646e-04, eta: 1:44:34, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5940, top5_acc: 0.7997, loss_cls: 1.7705, loss: 1.7705, grad_norm: 4.4159 2020-10-10 20:55:26,237 - mmaction - INFO - Epoch [252][760/1413] lr: 5.646e-04, eta: 1:44:14, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5970, top5_acc: 0.7965, loss_cls: 1.7722, loss: 1.7722, grad_norm: 4.3187 2020-10-10 20:55:45,584 - mmaction - INFO - Epoch [252][780/1413] lr: 5.646e-04, eta: 1:43:54, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5882, top5_acc: 0.8057, loss_cls: 1.7895, loss: 1.7895, grad_norm: 4.4138 2020-10-10 20:56:04,978 - mmaction - INFO - Epoch [252][800/1413] lr: 5.646e-04, eta: 1:43:34, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5934, top5_acc: 0.7958, loss_cls: 1.7876, loss: 1.7876, grad_norm: 4.4014 2020-10-10 20:56:24,377 - mmaction - INFO - Epoch [252][820/1413] lr: 5.646e-04, eta: 1:43:14, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5853, top5_acc: 0.7932, loss_cls: 1.8227, loss: 1.8227, grad_norm: 4.4397 2020-10-10 20:56:43,732 - mmaction - INFO - Epoch [252][840/1413] lr: 5.646e-04, eta: 1:42:54, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5939, top5_acc: 0.7928, loss_cls: 1.8070, loss: 1.8070, grad_norm: 4.3873 2020-10-10 20:57:03,088 - mmaction - INFO - Epoch [252][860/1413] lr: 5.646e-04, eta: 1:42:34, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5988, top5_acc: 0.7993, loss_cls: 1.7669, loss: 1.7669, grad_norm: 4.3758 2020-10-10 20:57:22,573 - mmaction - INFO - Epoch [252][880/1413] lr: 5.646e-04, eta: 1:42:15, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.5926, top5_acc: 0.7939, loss_cls: 1.7835, loss: 1.7835, grad_norm: 4.4137 2020-10-10 20:57:41,949 - mmaction - INFO - Epoch [252][900/1413] lr: 5.646e-04, eta: 1:41:55, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.6013, top5_acc: 0.7975, loss_cls: 1.7957, loss: 1.7957, grad_norm: 4.3695 2020-10-10 20:58:01,362 - mmaction - INFO - Epoch [252][920/1413] lr: 5.646e-04, eta: 1:41:35, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5951, top5_acc: 0.7932, loss_cls: 1.8043, loss: 1.8043, grad_norm: 4.4003 2020-10-10 20:58:20,691 - mmaction - INFO - Epoch [252][940/1413] lr: 5.646e-04, eta: 1:41:15, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5965, top5_acc: 0.7922, loss_cls: 1.8026, loss: 1.8026, grad_norm: 4.4035 2020-10-10 20:58:40,115 - mmaction - INFO - Epoch [252][960/1413] lr: 5.646e-04, eta: 1:40:55, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5988, top5_acc: 0.7992, loss_cls: 1.7839, loss: 1.7839, grad_norm: 4.4037 2020-10-10 20:58:59,497 - mmaction - INFO - Epoch [252][980/1413] lr: 5.646e-04, eta: 1:40:35, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5848, top5_acc: 0.7927, loss_cls: 1.8332, loss: 1.8332, grad_norm: 4.4184 2020-10-10 20:59:18,891 - mmaction - INFO - Epoch [252][1000/1413] lr: 5.646e-04, eta: 1:40:15, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5906, top5_acc: 0.7902, loss_cls: 1.8170, loss: 1.8170, grad_norm: 4.4046 2020-10-10 20:59:38,262 - mmaction - INFO - Epoch [252][1020/1413] lr: 5.646e-04, eta: 1:39:56, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5842, top5_acc: 0.7932, loss_cls: 1.8147, loss: 1.8147, grad_norm: 4.3974 2020-10-10 20:59:57,648 - mmaction - INFO - Epoch [252][1040/1413] lr: 5.646e-04, eta: 1:39:36, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5947, top5_acc: 0.7956, loss_cls: 1.7868, loss: 1.7868, grad_norm: 4.3671 2020-10-10 21:00:18,220 - mmaction - INFO - Epoch [252][1060/1413] lr: 5.646e-04, eta: 1:39:16, time: 1.029, data_time: 0.003, memory: 8482, top1_acc: 0.5932, top5_acc: 0.7991, loss_cls: 1.7934, loss: 1.7934, grad_norm: 4.3847 2020-10-10 21:00:37,597 - mmaction - INFO - Epoch [252][1080/1413] lr: 5.646e-04, eta: 1:38:56, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5863, top5_acc: 0.7914, loss_cls: 1.8290, loss: 1.8290, grad_norm: 4.4267 2020-10-10 21:00:56,959 - mmaction - INFO - Epoch [252][1100/1413] lr: 5.646e-04, eta: 1:38:36, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5866, top5_acc: 0.7840, loss_cls: 1.8688, loss: 1.8688, grad_norm: 4.4571 2020-10-10 21:01:16,366 - mmaction - INFO - Epoch [252][1120/1413] lr: 5.646e-04, eta: 1:38:16, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5954, top5_acc: 0.7966, loss_cls: 1.7772, loss: 1.7772, grad_norm: 4.3782 2020-10-10 21:01:35,714 - mmaction - INFO - Epoch [252][1140/1413] lr: 5.646e-04, eta: 1:37:56, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5938, top5_acc: 0.7919, loss_cls: 1.7941, loss: 1.7941, grad_norm: 4.3806 2020-10-10 21:01:55,114 - mmaction - INFO - Epoch [252][1160/1413] lr: 5.646e-04, eta: 1:37:37, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5938, top5_acc: 0.7977, loss_cls: 1.7860, loss: 1.7860, grad_norm: 4.3784 2020-10-10 21:02:14,486 - mmaction - INFO - Epoch [252][1180/1413] lr: 5.646e-04, eta: 1:37:17, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5944, top5_acc: 0.8005, loss_cls: 1.7743, loss: 1.7743, grad_norm: 4.3913 2020-10-10 21:02:33,913 - mmaction - INFO - Epoch [252][1200/1413] lr: 5.646e-04, eta: 1:36:57, time: 0.972, data_time: 0.004, memory: 8482, top1_acc: 0.5895, top5_acc: 0.7992, loss_cls: 1.7866, loss: 1.7866, grad_norm: 4.3873 2020-10-10 21:02:53,327 - mmaction - INFO - Epoch [252][1220/1413] lr: 5.646e-04, eta: 1:36:37, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.6016, top5_acc: 0.7980, loss_cls: 1.7812, loss: 1.7812, grad_norm: 4.3794 2020-10-10 21:03:12,749 - mmaction - INFO - Epoch [252][1240/1413] lr: 5.646e-04, eta: 1:36:17, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5971, top5_acc: 0.7927, loss_cls: 1.7989, loss: 1.7989, grad_norm: 4.3335 2020-10-10 21:03:32,116 - mmaction - INFO - Epoch [252][1260/1413] lr: 5.646e-04, eta: 1:35:57, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5909, top5_acc: 0.7924, loss_cls: 1.7977, loss: 1.7977, grad_norm: 4.3944 2020-10-10 21:03:51,523 - mmaction - INFO - Epoch [252][1280/1413] lr: 5.646e-04, eta: 1:35:37, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5904, top5_acc: 0.7964, loss_cls: 1.8074, loss: 1.8074, grad_norm: 4.3955 2020-10-10 21:04:10,941 - mmaction - INFO - Epoch [252][1300/1413] lr: 5.646e-04, eta: 1:35:18, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5961, top5_acc: 0.7932, loss_cls: 1.8055, loss: 1.8055, grad_norm: 4.3897 2020-10-10 21:04:30,313 - mmaction - INFO - Epoch [252][1320/1413] lr: 5.646e-04, eta: 1:34:58, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5990, top5_acc: 0.8036, loss_cls: 1.7674, loss: 1.7674, grad_norm: 4.3526 2020-10-10 21:04:49,677 - mmaction - INFO - Epoch [252][1340/1413] lr: 5.646e-04, eta: 1:34:38, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5901, top5_acc: 0.7974, loss_cls: 1.8036, loss: 1.8036, grad_norm: 4.3900 2020-10-10 21:05:09,101 - mmaction - INFO - Epoch [252][1360/1413] lr: 5.646e-04, eta: 1:34:18, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5969, top5_acc: 0.7977, loss_cls: 1.7667, loss: 1.7667, grad_norm: 4.3206 2020-10-10 21:05:28,471 - mmaction - INFO - Epoch [252][1380/1413] lr: 5.646e-04, eta: 1:33:58, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5836, top5_acc: 0.7919, loss_cls: 1.8184, loss: 1.8184, grad_norm: 4.4383 2020-10-10 21:05:47,848 - mmaction - INFO - Epoch [252][1400/1413] lr: 5.646e-04, eta: 1:33:38, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5962, top5_acc: 0.7909, loss_cls: 1.8137, loss: 1.8137, grad_norm: 4.3420 2020-10-10 21:06:55,758 - mmaction - INFO - Epoch [253][20/1413] lr: 3.614e-04, eta: 1:33:07, time: 2.678, data_time: 1.711, memory: 8482, top1_acc: 0.5918, top5_acc: 0.7984, loss_cls: 1.7947, loss: 1.7947, grad_norm: 4.3491 2020-10-10 21:07:15,115 - mmaction - INFO - Epoch [253][40/1413] lr: 3.614e-04, eta: 1:32:47, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5949, top5_acc: 0.8042, loss_cls: 1.7565, loss: 1.7565, grad_norm: 4.3412 2020-10-10 21:07:34,402 - mmaction - INFO - Epoch [253][60/1413] lr: 3.614e-04, eta: 1:32:27, time: 0.964, data_time: 0.001, memory: 8482, top1_acc: 0.5932, top5_acc: 0.7967, loss_cls: 1.7894, loss: 1.7894, grad_norm: 4.4212 2020-10-10 21:07:53,763 - mmaction - INFO - Epoch [253][80/1413] lr: 3.614e-04, eta: 1:32:07, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5956, top5_acc: 0.7973, loss_cls: 1.8023, loss: 1.8023, grad_norm: 4.4477 2020-10-10 21:08:13,091 - mmaction - INFO - Epoch [253][100/1413] lr: 3.614e-04, eta: 1:31:47, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5928, top5_acc: 0.7958, loss_cls: 1.8024, loss: 1.8024, grad_norm: 4.3579 2020-10-10 21:08:32,544 - mmaction - INFO - Epoch [253][120/1413] lr: 3.614e-04, eta: 1:31:27, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5980, top5_acc: 0.8027, loss_cls: 1.7526, loss: 1.7526, grad_norm: 4.3989 2020-10-10 21:08:51,940 - mmaction - INFO - Epoch [253][140/1413] lr: 3.614e-04, eta: 1:31:07, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.6047, top5_acc: 0.8077, loss_cls: 1.7284, loss: 1.7284, grad_norm: 4.3360 2020-10-10 21:09:11,290 - mmaction - INFO - Epoch [253][160/1413] lr: 3.614e-04, eta: 1:30:48, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5954, top5_acc: 0.7982, loss_cls: 1.7744, loss: 1.7744, grad_norm: 4.3596 2020-10-10 21:09:30,714 - mmaction - INFO - Epoch [253][180/1413] lr: 3.614e-04, eta: 1:30:28, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5992, top5_acc: 0.7961, loss_cls: 1.7712, loss: 1.7712, grad_norm: 4.3407 2020-10-10 21:09:50,084 - mmaction - INFO - Epoch [253][200/1413] lr: 3.614e-04, eta: 1:30:08, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5885, top5_acc: 0.7983, loss_cls: 1.7958, loss: 1.7958, grad_norm: 4.4063 2020-10-10 21:10:09,455 - mmaction - INFO - Epoch [253][220/1413] lr: 3.614e-04, eta: 1:29:48, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5936, top5_acc: 0.7987, loss_cls: 1.7912, loss: 1.7912, grad_norm: 4.4000 2020-10-10 21:10:28,840 - mmaction - INFO - Epoch [253][240/1413] lr: 3.614e-04, eta: 1:29:28, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5941, top5_acc: 0.7952, loss_cls: 1.8016, loss: 1.8016, grad_norm: 4.4417 2020-10-10 21:10:48,162 - mmaction - INFO - Epoch [253][260/1413] lr: 3.614e-04, eta: 1:29:08, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5905, top5_acc: 0.7980, loss_cls: 1.7888, loss: 1.7888, grad_norm: 4.3970 2020-10-10 21:11:07,570 - mmaction - INFO - Epoch [253][280/1413] lr: 3.614e-04, eta: 1:28:48, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.6003, top5_acc: 0.7977, loss_cls: 1.7676, loss: 1.7676, grad_norm: 4.3412 2020-10-10 21:11:26,970 - mmaction - INFO - Epoch [253][300/1413] lr: 3.614e-04, eta: 1:28:28, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5889, top5_acc: 0.7927, loss_cls: 1.8219, loss: 1.8219, grad_norm: 4.4056 2020-10-10 21:11:46,381 - mmaction - INFO - Epoch [253][320/1413] lr: 3.614e-04, eta: 1:28:09, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5990, top5_acc: 0.8063, loss_cls: 1.7443, loss: 1.7443, grad_norm: 4.3586 2020-10-10 21:12:05,749 - mmaction - INFO - Epoch [253][340/1413] lr: 3.614e-04, eta: 1:27:49, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5951, top5_acc: 0.8021, loss_cls: 1.7648, loss: 1.7648, grad_norm: 4.3522 2020-10-10 21:12:25,167 - mmaction - INFO - Epoch [253][360/1413] lr: 3.614e-04, eta: 1:27:29, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5882, top5_acc: 0.7931, loss_cls: 1.8132, loss: 1.8132, grad_norm: 4.3945 2020-10-10 21:12:44,530 - mmaction - INFO - Epoch [253][380/1413] lr: 3.614e-04, eta: 1:27:09, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5982, top5_acc: 0.8017, loss_cls: 1.7731, loss: 1.7731, grad_norm: 4.3932 2020-10-10 21:13:03,926 - mmaction - INFO - Epoch [253][400/1413] lr: 3.614e-04, eta: 1:26:49, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5922, top5_acc: 0.7962, loss_cls: 1.7859, loss: 1.7859, grad_norm: 4.3651 2020-10-10 21:13:23,315 - mmaction - INFO - Epoch [253][420/1413] lr: 3.614e-04, eta: 1:26:29, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5908, top5_acc: 0.7965, loss_cls: 1.8031, loss: 1.8031, grad_norm: 4.4305 2020-10-10 21:13:42,745 - mmaction - INFO - Epoch [253][440/1413] lr: 3.614e-04, eta: 1:26:09, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.6010, top5_acc: 0.8007, loss_cls: 1.7728, loss: 1.7728, grad_norm: 4.3465 2020-10-10 21:14:02,135 - mmaction - INFO - Epoch [253][460/1413] lr: 3.614e-04, eta: 1:25:50, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5990, top5_acc: 0.7996, loss_cls: 1.7768, loss: 1.7768, grad_norm: 4.4452 2020-10-10 21:14:21,466 - mmaction - INFO - Epoch [253][480/1413] lr: 3.614e-04, eta: 1:25:30, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5978, top5_acc: 0.7947, loss_cls: 1.8070, loss: 1.8070, grad_norm: 4.4440 2020-10-10 21:14:40,853 - mmaction - INFO - Epoch [253][500/1413] lr: 3.614e-04, eta: 1:25:10, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.6000, top5_acc: 0.8031, loss_cls: 1.7629, loss: 1.7629, grad_norm: 4.4234 2020-10-10 21:15:00,255 - mmaction - INFO - Epoch [253][520/1413] lr: 3.614e-04, eta: 1:24:50, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.6005, top5_acc: 0.7951, loss_cls: 1.7822, loss: 1.7822, grad_norm: 4.3514 2020-10-10 21:15:19,635 - mmaction - INFO - Epoch [253][540/1413] lr: 3.614e-04, eta: 1:24:30, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5949, top5_acc: 0.7991, loss_cls: 1.7733, loss: 1.7733, grad_norm: 4.3920 2020-10-10 21:15:39,026 - mmaction - INFO - Epoch [253][560/1413] lr: 3.614e-04, eta: 1:24:10, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5977, top5_acc: 0.7990, loss_cls: 1.7752, loss: 1.7752, grad_norm: 4.4360 2020-10-10 21:15:58,459 - mmaction - INFO - Epoch [253][580/1413] lr: 3.614e-04, eta: 1:23:50, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5928, top5_acc: 0.8012, loss_cls: 1.7832, loss: 1.7832, grad_norm: 4.4365 2020-10-10 21:16:17,852 - mmaction - INFO - Epoch [253][600/1413] lr: 3.614e-04, eta: 1:23:31, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5964, top5_acc: 0.8023, loss_cls: 1.7686, loss: 1.7686, grad_norm: 4.4136 2020-10-10 21:16:37,275 - mmaction - INFO - Epoch [253][620/1413] lr: 3.614e-04, eta: 1:23:11, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5905, top5_acc: 0.7988, loss_cls: 1.7947, loss: 1.7947, grad_norm: 4.4688 2020-10-10 21:16:56,717 - mmaction - INFO - Epoch [253][640/1413] lr: 3.614e-04, eta: 1:22:51, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5953, top5_acc: 0.8021, loss_cls: 1.7752, loss: 1.7752, grad_norm: 4.4468 2020-10-10 21:17:16,135 - mmaction - INFO - Epoch [253][660/1413] lr: 3.614e-04, eta: 1:22:31, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5858, top5_acc: 0.7883, loss_cls: 1.8247, loss: 1.8247, grad_norm: 4.4613 2020-10-10 21:17:35,598 - mmaction - INFO - Epoch [253][680/1413] lr: 3.614e-04, eta: 1:22:11, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5892, top5_acc: 0.7984, loss_cls: 1.7892, loss: 1.7892, grad_norm: 4.4055 2020-10-10 21:17:54,985 - mmaction - INFO - Epoch [253][700/1413] lr: 3.614e-04, eta: 1:21:51, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5892, top5_acc: 0.7990, loss_cls: 1.8009, loss: 1.8009, grad_norm: 4.4472 2020-10-10 21:18:14,389 - mmaction - INFO - Epoch [253][720/1413] lr: 3.614e-04, eta: 1:21:31, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.6025, top5_acc: 0.8013, loss_cls: 1.7623, loss: 1.7623, grad_norm: 4.3988 2020-10-10 21:18:33,802 - mmaction - INFO - Epoch [253][740/1413] lr: 3.614e-04, eta: 1:21:12, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5910, top5_acc: 0.7937, loss_cls: 1.8112, loss: 1.8112, grad_norm: 4.5256 2020-10-10 21:18:53,234 - mmaction - INFO - Epoch [253][760/1413] lr: 3.614e-04, eta: 1:20:52, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5948, top5_acc: 0.8021, loss_cls: 1.7698, loss: 1.7698, grad_norm: 4.3972 2020-10-10 21:19:12,625 - mmaction - INFO - Epoch [253][780/1413] lr: 3.614e-04, eta: 1:20:32, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5905, top5_acc: 0.7956, loss_cls: 1.8121, loss: 1.8121, grad_norm: 4.4245 2020-10-10 21:19:31,971 - mmaction - INFO - Epoch [253][800/1413] lr: 3.614e-04, eta: 1:20:12, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.6001, top5_acc: 0.8020, loss_cls: 1.7737, loss: 1.7737, grad_norm: 4.4443 2020-10-10 21:19:51,393 - mmaction - INFO - Epoch [253][820/1413] lr: 3.614e-04, eta: 1:19:52, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5967, top5_acc: 0.7990, loss_cls: 1.7680, loss: 1.7680, grad_norm: 4.3676 2020-10-10 21:20:10,760 - mmaction - INFO - Epoch [253][840/1413] lr: 3.614e-04, eta: 1:19:32, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5926, top5_acc: 0.7978, loss_cls: 1.7983, loss: 1.7983, grad_norm: 4.4377 2020-10-10 21:20:30,153 - mmaction - INFO - Epoch [253][860/1413] lr: 3.614e-04, eta: 1:19:12, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5964, top5_acc: 0.7918, loss_cls: 1.8014, loss: 1.8014, grad_norm: 4.4371 2020-10-10 21:20:49,497 - mmaction - INFO - Epoch [253][880/1413] lr: 3.614e-04, eta: 1:18:53, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5975, top5_acc: 0.8049, loss_cls: 1.7573, loss: 1.7573, grad_norm: 4.4083 2020-10-10 21:21:08,956 - mmaction - INFO - Epoch [253][900/1413] lr: 3.614e-04, eta: 1:18:33, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5884, top5_acc: 0.7900, loss_cls: 1.8178, loss: 1.8178, grad_norm: 4.4143 2020-10-10 21:21:28,314 - mmaction - INFO - Epoch [253][920/1413] lr: 3.614e-04, eta: 1:18:13, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5901, top5_acc: 0.7979, loss_cls: 1.7913, loss: 1.7913, grad_norm: 4.4384 2020-10-10 21:21:47,670 - mmaction - INFO - Epoch [253][940/1413] lr: 3.614e-04, eta: 1:17:53, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5962, top5_acc: 0.7983, loss_cls: 1.7752, loss: 1.7752, grad_norm: 4.3955 2020-10-10 21:22:07,029 - mmaction - INFO - Epoch [253][960/1413] lr: 3.614e-04, eta: 1:17:33, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5861, top5_acc: 0.7931, loss_cls: 1.8192, loss: 1.8192, grad_norm: 4.4452 2020-10-10 21:22:26,529 - mmaction - INFO - Epoch [253][980/1413] lr: 3.614e-04, eta: 1:17:13, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.5876, top5_acc: 0.7914, loss_cls: 1.8313, loss: 1.8313, grad_norm: 4.5263 2020-10-10 21:22:45,977 - mmaction - INFO - Epoch [253][1000/1413] lr: 3.614e-04, eta: 1:16:54, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5983, top5_acc: 0.7943, loss_cls: 1.7791, loss: 1.7791, grad_norm: 4.4298 2020-10-10 21:23:05,356 - mmaction - INFO - Epoch [253][1020/1413] lr: 3.614e-04, eta: 1:16:34, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5997, top5_acc: 0.8000, loss_cls: 1.7791, loss: 1.7791, grad_norm: 4.4177 2020-10-10 21:23:24,803 - mmaction - INFO - Epoch [253][1040/1413] lr: 3.614e-04, eta: 1:16:14, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5958, top5_acc: 0.7975, loss_cls: 1.7877, loss: 1.7877, grad_norm: 4.3971 2020-10-10 21:23:44,163 - mmaction - INFO - Epoch [253][1060/1413] lr: 3.614e-04, eta: 1:15:54, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5939, top5_acc: 0.7944, loss_cls: 1.8080, loss: 1.8080, grad_norm: 4.4535 2020-10-10 21:24:03,571 - mmaction - INFO - Epoch [253][1080/1413] lr: 3.614e-04, eta: 1:15:34, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5904, top5_acc: 0.7961, loss_cls: 1.8062, loss: 1.8062, grad_norm: 4.4576 2020-10-10 21:24:22,979 - mmaction - INFO - Epoch [253][1100/1413] lr: 3.614e-04, eta: 1:15:14, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.6020, top5_acc: 0.8027, loss_cls: 1.7543, loss: 1.7543, grad_norm: 4.3715 2020-10-10 21:24:42,387 - mmaction - INFO - Epoch [253][1120/1413] lr: 3.614e-04, eta: 1:14:54, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5896, top5_acc: 0.7939, loss_cls: 1.8049, loss: 1.8049, grad_norm: 4.4135 2020-10-10 21:25:01,781 - mmaction - INFO - Epoch [253][1140/1413] lr: 3.614e-04, eta: 1:14:35, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5936, top5_acc: 0.7993, loss_cls: 1.7907, loss: 1.7907, grad_norm: 4.4276 2020-10-10 21:25:21,155 - mmaction - INFO - Epoch [253][1160/1413] lr: 3.614e-04, eta: 1:14:15, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5971, top5_acc: 0.7901, loss_cls: 1.8166, loss: 1.8166, grad_norm: 4.4426 2020-10-10 21:25:40,571 - mmaction - INFO - Epoch [253][1180/1413] lr: 3.614e-04, eta: 1:13:55, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5887, top5_acc: 0.7932, loss_cls: 1.8101, loss: 1.8101, grad_norm: 4.4390 2020-10-10 21:26:00,015 - mmaction - INFO - Epoch [253][1200/1413] lr: 3.614e-04, eta: 1:13:35, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5970, top5_acc: 0.7932, loss_cls: 1.7963, loss: 1.7963, grad_norm: 4.4502 2020-10-10 21:26:19,377 - mmaction - INFO - Epoch [253][1220/1413] lr: 3.614e-04, eta: 1:13:15, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5960, top5_acc: 0.8016, loss_cls: 1.7758, loss: 1.7758, grad_norm: 4.4224 2020-10-10 21:26:38,755 - mmaction - INFO - Epoch [253][1240/1413] lr: 3.614e-04, eta: 1:12:55, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5958, top5_acc: 0.7992, loss_cls: 1.7734, loss: 1.7734, grad_norm: 4.4330 2020-10-10 21:26:58,152 - mmaction - INFO - Epoch [253][1260/1413] lr: 3.614e-04, eta: 1:12:35, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5983, top5_acc: 0.8026, loss_cls: 1.7585, loss: 1.7585, grad_norm: 4.3907 2020-10-10 21:27:17,538 - mmaction - INFO - Epoch [253][1280/1413] lr: 3.614e-04, eta: 1:12:16, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5848, top5_acc: 0.7924, loss_cls: 1.8187, loss: 1.8187, grad_norm: 4.4226 2020-10-10 21:27:36,950 - mmaction - INFO - Epoch [253][1300/1413] lr: 3.614e-04, eta: 1:11:56, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5943, top5_acc: 0.7956, loss_cls: 1.8011, loss: 1.8011, grad_norm: 4.4787 2020-10-10 21:27:56,344 - mmaction - INFO - Epoch [253][1320/1413] lr: 3.614e-04, eta: 1:11:36, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5974, top5_acc: 0.7956, loss_cls: 1.7932, loss: 1.7932, grad_norm: 4.4537 2020-10-10 21:28:15,742 - mmaction - INFO - Epoch [253][1340/1413] lr: 3.614e-04, eta: 1:11:16, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5857, top5_acc: 0.7983, loss_cls: 1.7921, loss: 1.7921, grad_norm: 4.4740 2020-10-10 21:28:35,164 - mmaction - INFO - Epoch [253][1360/1413] lr: 3.614e-04, eta: 1:10:56, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5969, top5_acc: 0.7995, loss_cls: 1.7706, loss: 1.7706, grad_norm: 4.3532 2020-10-10 21:28:54,580 - mmaction - INFO - Epoch [253][1380/1413] lr: 3.614e-04, eta: 1:10:36, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.6023, top5_acc: 0.8000, loss_cls: 1.7610, loss: 1.7610, grad_norm: 4.3468 2020-10-10 21:29:13,998 - mmaction - INFO - Epoch [253][1400/1413] lr: 3.614e-04, eta: 1:10:16, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5927, top5_acc: 0.7951, loss_cls: 1.7926, loss: 1.7926, grad_norm: 4.3962 2020-10-10 21:30:17,298 - mmaction - INFO - Epoch [254][20/1413] lr: 2.033e-04, eta: 1:09:44, time: 2.517, data_time: 1.539, memory: 8482, top1_acc: 0.5915, top5_acc: 0.7951, loss_cls: 1.8133, loss: 1.8133, grad_norm: 4.4405 2020-10-10 21:30:36,578 - mmaction - INFO - Epoch [254][40/1413] lr: 2.033e-04, eta: 1:09:25, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.5898, top5_acc: 0.7927, loss_cls: 1.8125, loss: 1.8125, grad_norm: 4.4532 2020-10-10 21:30:55,859 - mmaction - INFO - Epoch [254][60/1413] lr: 2.033e-04, eta: 1:09:05, time: 0.963, data_time: 0.001, memory: 8482, top1_acc: 0.6009, top5_acc: 0.8013, loss_cls: 1.7673, loss: 1.7673, grad_norm: 4.3907 2020-10-10 21:31:15,154 - mmaction - INFO - Epoch [254][80/1413] lr: 2.033e-04, eta: 1:08:45, time: 0.965, data_time: 0.002, memory: 8482, top1_acc: 0.5982, top5_acc: 0.7862, loss_cls: 1.8267, loss: 1.8267, grad_norm: 4.4401 2020-10-10 21:31:34,571 - mmaction - INFO - Epoch [254][100/1413] lr: 2.033e-04, eta: 1:08:25, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.6061, top5_acc: 0.7956, loss_cls: 1.7721, loss: 1.7721, grad_norm: 4.3859 2020-10-10 21:31:53,974 - mmaction - INFO - Epoch [254][120/1413] lr: 2.033e-04, eta: 1:08:05, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5919, top5_acc: 0.7927, loss_cls: 1.7972, loss: 1.7972, grad_norm: 4.4111 2020-10-10 21:32:13,354 - mmaction - INFO - Epoch [254][140/1413] lr: 2.033e-04, eta: 1:07:45, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5915, top5_acc: 0.7915, loss_cls: 1.8088, loss: 1.8088, grad_norm: 4.3962 2020-10-10 21:32:32,736 - mmaction - INFO - Epoch [254][160/1413] lr: 2.033e-04, eta: 1:07:25, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.6079, top5_acc: 0.8048, loss_cls: 1.7274, loss: 1.7274, grad_norm: 4.3721 2020-10-10 21:32:52,060 - mmaction - INFO - Epoch [254][180/1413] lr: 2.033e-04, eta: 1:07:06, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5893, top5_acc: 0.7960, loss_cls: 1.7961, loss: 1.7961, grad_norm: 4.4765 2020-10-10 21:33:11,469 - mmaction - INFO - Epoch [254][200/1413] lr: 2.033e-04, eta: 1:06:46, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5901, top5_acc: 0.7965, loss_cls: 1.8075, loss: 1.8075, grad_norm: 4.4550 2020-10-10 21:33:30,856 - mmaction - INFO - Epoch [254][220/1413] lr: 2.033e-04, eta: 1:06:26, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5915, top5_acc: 0.7871, loss_cls: 1.8189, loss: 1.8189, grad_norm: 4.4539 2020-10-10 21:33:50,270 - mmaction - INFO - Epoch [254][240/1413] lr: 2.033e-04, eta: 1:06:06, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5898, top5_acc: 0.7948, loss_cls: 1.8219, loss: 1.8219, grad_norm: 4.4281 2020-10-10 21:34:09,630 - mmaction - INFO - Epoch [254][260/1413] lr: 2.033e-04, eta: 1:05:46, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.5978, top5_acc: 0.7990, loss_cls: 1.8081, loss: 1.8081, grad_norm: 4.3956 2020-10-10 21:34:28,929 - mmaction - INFO - Epoch [254][280/1413] lr: 2.033e-04, eta: 1:05:26, time: 0.966, data_time: 0.003, memory: 8482, top1_acc: 0.5991, top5_acc: 0.7944, loss_cls: 1.7879, loss: 1.7879, grad_norm: 4.3791 2020-10-10 21:34:48,325 - mmaction - INFO - Epoch [254][300/1413] lr: 2.033e-04, eta: 1:05:06, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5966, top5_acc: 0.7928, loss_cls: 1.7939, loss: 1.7939, grad_norm: 4.4084 2020-10-10 21:35:07,683 - mmaction - INFO - Epoch [254][320/1413] lr: 2.033e-04, eta: 1:04:47, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5917, top5_acc: 0.7971, loss_cls: 1.7988, loss: 1.7988, grad_norm: 4.4561 2020-10-10 21:35:27,053 - mmaction - INFO - Epoch [254][340/1413] lr: 2.033e-04, eta: 1:04:27, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5948, top5_acc: 0.8018, loss_cls: 1.7783, loss: 1.7783, grad_norm: 4.4169 2020-10-10 21:35:46,451 - mmaction - INFO - Epoch [254][360/1413] lr: 2.033e-04, eta: 1:04:07, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.6051, top5_acc: 0.8044, loss_cls: 1.7394, loss: 1.7394, grad_norm: 4.3999 2020-10-10 21:36:05,865 - mmaction - INFO - Epoch [254][380/1413] lr: 2.033e-04, eta: 1:03:47, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.6005, top5_acc: 0.7965, loss_cls: 1.7832, loss: 1.7832, grad_norm: 4.4063 2020-10-10 21:36:25,252 - mmaction - INFO - Epoch [254][400/1413] lr: 2.033e-04, eta: 1:03:27, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5906, top5_acc: 0.7911, loss_cls: 1.8144, loss: 1.8144, grad_norm: 4.4540 2020-10-10 21:36:44,643 - mmaction - INFO - Epoch [254][420/1413] lr: 2.033e-04, eta: 1:03:07, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5953, top5_acc: 0.8013, loss_cls: 1.7750, loss: 1.7750, grad_norm: 4.4349 2020-10-10 21:37:03,980 - mmaction - INFO - Epoch [254][440/1413] lr: 2.033e-04, eta: 1:02:47, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5987, top5_acc: 0.7951, loss_cls: 1.7722, loss: 1.7722, grad_norm: 4.3651 2020-10-10 21:37:23,341 - mmaction - INFO - Epoch [254][460/1413] lr: 2.033e-04, eta: 1:02:28, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5970, top5_acc: 0.8031, loss_cls: 1.7679, loss: 1.7679, grad_norm: 4.3887 2020-10-10 21:37:42,723 - mmaction - INFO - Epoch [254][480/1413] lr: 2.033e-04, eta: 1:02:08, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.6064, top5_acc: 0.7979, loss_cls: 1.7670, loss: 1.7670, grad_norm: 4.3810 2020-10-10 21:38:02,175 - mmaction - INFO - Epoch [254][500/1413] lr: 2.033e-04, eta: 1:01:48, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.6038, top5_acc: 0.8001, loss_cls: 1.7662, loss: 1.7662, grad_norm: 4.3785 2020-10-10 21:38:21,569 - mmaction - INFO - Epoch [254][520/1413] lr: 2.033e-04, eta: 1:01:28, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5940, top5_acc: 0.7990, loss_cls: 1.7798, loss: 1.7798, grad_norm: 4.4728 2020-10-10 21:38:40,924 - mmaction - INFO - Epoch [254][540/1413] lr: 2.033e-04, eta: 1:01:08, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.6039, top5_acc: 0.8039, loss_cls: 1.7552, loss: 1.7552, grad_norm: 4.4179 2020-10-10 21:39:00,359 - mmaction - INFO - Epoch [254][560/1413] lr: 2.033e-04, eta: 1:00:48, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5984, top5_acc: 0.7958, loss_cls: 1.7876, loss: 1.7876, grad_norm: 4.4611 2020-10-10 21:39:19,780 - mmaction - INFO - Epoch [254][580/1413] lr: 2.033e-04, eta: 1:00:29, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5941, top5_acc: 0.8003, loss_cls: 1.7879, loss: 1.7879, grad_norm: 4.3712 2020-10-10 21:39:39,115 - mmaction - INFO - Epoch [254][600/1413] lr: 2.033e-04, eta: 1:00:09, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.6038, top5_acc: 0.8070, loss_cls: 1.7512, loss: 1.7512, grad_norm: 4.4133 2020-10-10 21:39:58,508 - mmaction - INFO - Epoch [254][620/1413] lr: 2.033e-04, eta: 0:59:49, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5987, top5_acc: 0.7941, loss_cls: 1.8005, loss: 1.8005, grad_norm: 4.3901 2020-10-10 21:40:17,900 - mmaction - INFO - Epoch [254][640/1413] lr: 2.033e-04, eta: 0:59:29, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5934, top5_acc: 0.7905, loss_cls: 1.8133, loss: 1.8133, grad_norm: 4.4468 2020-10-10 21:40:37,305 - mmaction - INFO - Epoch [254][660/1413] lr: 2.033e-04, eta: 0:59:09, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.6047, top5_acc: 0.8042, loss_cls: 1.7422, loss: 1.7422, grad_norm: 4.3739 2020-10-10 21:40:56,663 - mmaction - INFO - Epoch [254][680/1413] lr: 2.033e-04, eta: 0:58:49, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5931, top5_acc: 0.7978, loss_cls: 1.8046, loss: 1.8046, grad_norm: 4.4777 2020-10-10 21:41:16,045 - mmaction - INFO - Epoch [254][700/1413] lr: 2.033e-04, eta: 0:58:29, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5931, top5_acc: 0.7917, loss_cls: 1.8122, loss: 1.8122, grad_norm: 4.4096 2020-10-10 21:41:35,437 - mmaction - INFO - Epoch [254][720/1413] lr: 2.033e-04, eta: 0:58:10, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5991, top5_acc: 0.7982, loss_cls: 1.7507, loss: 1.7507, grad_norm: 4.3660 2020-10-10 21:41:54,803 - mmaction - INFO - Epoch [254][740/1413] lr: 2.033e-04, eta: 0:57:50, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5954, top5_acc: 0.7971, loss_cls: 1.7881, loss: 1.7881, grad_norm: 4.3998 2020-10-10 21:42:14,182 - mmaction - INFO - Epoch [254][760/1413] lr: 2.033e-04, eta: 0:57:30, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.6044, top5_acc: 0.8013, loss_cls: 1.7639, loss: 1.7639, grad_norm: 4.4208 2020-10-10 21:42:33,524 - mmaction - INFO - Epoch [254][780/1413] lr: 2.033e-04, eta: 0:57:10, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5956, top5_acc: 0.7966, loss_cls: 1.7771, loss: 1.7771, grad_norm: 4.4354 2020-10-10 21:42:52,852 - mmaction - INFO - Epoch [254][800/1413] lr: 2.033e-04, eta: 0:56:50, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5911, top5_acc: 0.7954, loss_cls: 1.7960, loss: 1.7960, grad_norm: 4.4489 2020-10-10 21:43:12,221 - mmaction - INFO - Epoch [254][820/1413] lr: 2.033e-04, eta: 0:56:30, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5992, top5_acc: 0.7990, loss_cls: 1.7715, loss: 1.7715, grad_norm: 4.4102 2020-10-10 21:43:31,617 - mmaction - INFO - Epoch [254][840/1413] lr: 2.033e-04, eta: 0:56:10, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5960, top5_acc: 0.7993, loss_cls: 1.7679, loss: 1.7679, grad_norm: 4.4112 2020-10-10 21:43:50,943 - mmaction - INFO - Epoch [254][860/1413] lr: 2.033e-04, eta: 0:55:51, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5979, top5_acc: 0.8021, loss_cls: 1.7615, loss: 1.7615, grad_norm: 4.4367 2020-10-10 21:44:10,335 - mmaction - INFO - Epoch [254][880/1413] lr: 2.033e-04, eta: 0:55:31, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5841, top5_acc: 0.7964, loss_cls: 1.8095, loss: 1.8095, grad_norm: 4.4619 2020-10-10 21:44:29,686 - mmaction - INFO - Epoch [254][900/1413] lr: 2.033e-04, eta: 0:55:11, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5908, top5_acc: 0.8009, loss_cls: 1.7868, loss: 1.7868, grad_norm: 4.4223 2020-10-10 21:44:49,070 - mmaction - INFO - Epoch [254][920/1413] lr: 2.033e-04, eta: 0:54:51, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5960, top5_acc: 0.8001, loss_cls: 1.7708, loss: 1.7708, grad_norm: 4.3772 2020-10-10 21:45:08,524 - mmaction - INFO - Epoch [254][940/1413] lr: 2.033e-04, eta: 0:54:31, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5930, top5_acc: 0.7896, loss_cls: 1.7998, loss: 1.7998, grad_norm: 4.4093 2020-10-10 21:45:27,936 - mmaction - INFO - Epoch [254][960/1413] lr: 2.033e-04, eta: 0:54:11, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5862, top5_acc: 0.7897, loss_cls: 1.8247, loss: 1.8247, grad_norm: 4.4393 2020-10-10 21:45:47,344 - mmaction - INFO - Epoch [254][980/1413] lr: 2.033e-04, eta: 0:53:52, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5958, top5_acc: 0.7975, loss_cls: 1.7884, loss: 1.7884, grad_norm: 4.4291 2020-10-10 21:46:06,788 - mmaction - INFO - Epoch [254][1000/1413] lr: 2.033e-04, eta: 0:53:32, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.6005, top5_acc: 0.8034, loss_cls: 1.7383, loss: 1.7383, grad_norm: 4.3356 2020-10-10 21:46:26,160 - mmaction - INFO - Epoch [254][1020/1413] lr: 2.033e-04, eta: 0:53:12, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5960, top5_acc: 0.8018, loss_cls: 1.7683, loss: 1.7683, grad_norm: 4.3945 2020-10-10 21:46:45,579 - mmaction - INFO - Epoch [254][1040/1413] lr: 2.033e-04, eta: 0:52:52, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.6018, top5_acc: 0.7949, loss_cls: 1.7962, loss: 1.7962, grad_norm: 4.4291 2020-10-10 21:47:04,984 - mmaction - INFO - Epoch [254][1060/1413] lr: 2.033e-04, eta: 0:52:32, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5978, top5_acc: 0.7924, loss_cls: 1.7928, loss: 1.7928, grad_norm: 4.4184 2020-10-10 21:47:24,345 - mmaction - INFO - Epoch [254][1080/1413] lr: 2.033e-04, eta: 0:52:12, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5879, top5_acc: 0.7906, loss_cls: 1.8276, loss: 1.8276, grad_norm: 4.5022 2020-10-10 21:47:43,747 - mmaction - INFO - Epoch [254][1100/1413] lr: 2.033e-04, eta: 0:51:52, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5974, top5_acc: 0.7984, loss_cls: 1.7581, loss: 1.7581, grad_norm: 4.4293 2020-10-10 21:48:03,118 - mmaction - INFO - Epoch [254][1120/1413] lr: 2.033e-04, eta: 0:51:33, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5958, top5_acc: 0.7970, loss_cls: 1.7923, loss: 1.7923, grad_norm: 4.4158 2020-10-10 21:48:22,523 - mmaction - INFO - Epoch [254][1140/1413] lr: 2.033e-04, eta: 0:51:13, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5892, top5_acc: 0.7895, loss_cls: 1.8243, loss: 1.8243, grad_norm: 4.4646 2020-10-10 21:48:41,897 - mmaction - INFO - Epoch [254][1160/1413] lr: 2.033e-04, eta: 0:50:53, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5945, top5_acc: 0.7938, loss_cls: 1.7708, loss: 1.7708, grad_norm: 4.3789 2020-10-10 21:49:01,307 - mmaction - INFO - Epoch [254][1180/1413] lr: 2.033e-04, eta: 0:50:33, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5953, top5_acc: 0.7927, loss_cls: 1.7948, loss: 1.7948, grad_norm: 4.4150 2020-10-10 21:49:20,691 - mmaction - INFO - Epoch [254][1200/1413] lr: 2.033e-04, eta: 0:50:13, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5967, top5_acc: 0.8004, loss_cls: 1.7891, loss: 1.7891, grad_norm: 4.4223 2020-10-10 21:49:40,060 - mmaction - INFO - Epoch [254][1220/1413] lr: 2.033e-04, eta: 0:49:53, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.6020, top5_acc: 0.8095, loss_cls: 1.7429, loss: 1.7429, grad_norm: 4.3707 2020-10-10 21:49:59,472 - mmaction - INFO - Epoch [254][1240/1413] lr: 2.033e-04, eta: 0:49:34, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5962, top5_acc: 0.8017, loss_cls: 1.7606, loss: 1.7606, grad_norm: 4.4812 2020-10-10 21:50:18,858 - mmaction - INFO - Epoch [254][1260/1413] lr: 2.033e-04, eta: 0:49:14, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5983, top5_acc: 0.7948, loss_cls: 1.7686, loss: 1.7686, grad_norm: 4.3789 2020-10-10 21:50:38,211 - mmaction - INFO - Epoch [254][1280/1413] lr: 2.033e-04, eta: 0:48:54, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5958, top5_acc: 0.8013, loss_cls: 1.7653, loss: 1.7653, grad_norm: 4.4323 2020-10-10 21:50:57,650 - mmaction - INFO - Epoch [254][1300/1413] lr: 2.033e-04, eta: 0:48:34, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5984, top5_acc: 0.8007, loss_cls: 1.7735, loss: 1.7735, grad_norm: 4.4003 2020-10-10 21:51:17,086 - mmaction - INFO - Epoch [254][1320/1413] lr: 2.033e-04, eta: 0:48:14, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5766, top5_acc: 0.7876, loss_cls: 1.8700, loss: 1.8700, grad_norm: 4.5192 2020-10-10 21:51:36,440 - mmaction - INFO - Epoch [254][1340/1413] lr: 2.033e-04, eta: 0:47:54, time: 0.968, data_time: 0.003, memory: 8482, top1_acc: 0.5949, top5_acc: 0.7922, loss_cls: 1.8028, loss: 1.8028, grad_norm: 4.4074 2020-10-10 21:51:55,868 - mmaction - INFO - Epoch [254][1360/1413] lr: 2.033e-04, eta: 0:47:34, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5927, top5_acc: 0.8020, loss_cls: 1.7919, loss: 1.7919, grad_norm: 4.4166 2020-10-10 21:52:15,276 - mmaction - INFO - Epoch [254][1380/1413] lr: 2.033e-04, eta: 0:47:15, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.6013, top5_acc: 0.7992, loss_cls: 1.7763, loss: 1.7763, grad_norm: 4.4425 2020-10-10 21:52:34,623 - mmaction - INFO - Epoch [254][1400/1413] lr: 2.033e-04, eta: 0:46:55, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5978, top5_acc: 0.8022, loss_cls: 1.7688, loss: 1.7688, grad_norm: 4.3953 2020-10-10 21:53:38,351 - mmaction - INFO - Epoch [255][20/1413] lr: 9.035e-05, eta: 0:46:22, time: 2.537, data_time: 1.546, memory: 8482, top1_acc: 0.5973, top5_acc: 0.7943, loss_cls: 1.7755, loss: 1.7755, grad_norm: 4.3766 2020-10-10 21:53:57,665 - mmaction - INFO - Epoch [255][40/1413] lr: 9.035e-05, eta: 0:46:03, time: 0.964, data_time: 0.002, memory: 8482, top1_acc: 0.5897, top5_acc: 0.7947, loss_cls: 1.7935, loss: 1.7935, grad_norm: 4.4817 2020-10-10 21:54:17,066 - mmaction - INFO - Epoch [255][60/1413] lr: 9.035e-05, eta: 0:45:43, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5954, top5_acc: 0.8052, loss_cls: 1.7439, loss: 1.7439, grad_norm: 4.3770 2020-10-10 21:54:36,421 - mmaction - INFO - Epoch [255][80/1413] lr: 9.035e-05, eta: 0:45:23, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5924, top5_acc: 0.7956, loss_cls: 1.7965, loss: 1.7965, grad_norm: 4.4666 2020-10-10 21:54:55,789 - mmaction - INFO - Epoch [255][100/1413] lr: 9.035e-05, eta: 0:45:03, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.6036, top5_acc: 0.7923, loss_cls: 1.8006, loss: 1.8006, grad_norm: 4.4056 2020-10-10 21:55:15,180 - mmaction - INFO - Epoch [255][120/1413] lr: 9.035e-05, eta: 0:44:43, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5958, top5_acc: 0.7939, loss_cls: 1.8044, loss: 1.8044, grad_norm: 4.4449 2020-10-10 21:55:34,551 - mmaction - INFO - Epoch [255][140/1413] lr: 9.035e-05, eta: 0:44:23, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5983, top5_acc: 0.7996, loss_cls: 1.7854, loss: 1.7854, grad_norm: 4.3500 2020-10-10 21:55:53,973 - mmaction - INFO - Epoch [255][160/1413] lr: 9.035e-05, eta: 0:44:04, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.6043, top5_acc: 0.8007, loss_cls: 1.7659, loss: 1.7659, grad_norm: 4.4171 2020-10-10 21:56:13,346 - mmaction - INFO - Epoch [255][180/1413] lr: 9.035e-05, eta: 0:43:44, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5964, top5_acc: 0.7939, loss_cls: 1.7857, loss: 1.7857, grad_norm: 4.4245 2020-10-10 21:56:32,689 - mmaction - INFO - Epoch [255][200/1413] lr: 9.035e-05, eta: 0:43:24, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5945, top5_acc: 0.7934, loss_cls: 1.8070, loss: 1.8070, grad_norm: 4.4609 2020-10-10 21:56:52,081 - mmaction - INFO - Epoch [255][220/1413] lr: 9.035e-05, eta: 0:43:04, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5993, top5_acc: 0.8040, loss_cls: 1.7773, loss: 1.7773, grad_norm: 4.3629 2020-10-10 21:57:11,441 - mmaction - INFO - Epoch [255][240/1413] lr: 9.035e-05, eta: 0:42:44, time: 0.970, data_time: 0.004, memory: 8482, top1_acc: 0.5988, top5_acc: 0.8008, loss_cls: 1.7805, loss: 1.7805, grad_norm: 4.4014 2020-10-10 21:57:30,812 - mmaction - INFO - Epoch [255][260/1413] lr: 9.035e-05, eta: 0:42:24, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5943, top5_acc: 0.7911, loss_cls: 1.7985, loss: 1.7985, grad_norm: 4.4334 2020-10-10 21:57:50,162 - mmaction - INFO - Epoch [255][280/1413] lr: 9.035e-05, eta: 0:42:04, time: 0.966, data_time: 0.001, memory: 8482, top1_acc: 0.6008, top5_acc: 0.8049, loss_cls: 1.7423, loss: 1.7423, grad_norm: 4.3899 2020-10-10 21:58:09,529 - mmaction - INFO - Epoch [255][300/1413] lr: 9.035e-05, eta: 0:41:45, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5987, top5_acc: 0.7943, loss_cls: 1.7830, loss: 1.7830, grad_norm: 4.4050 2020-10-10 21:58:28,935 - mmaction - INFO - Epoch [255][320/1413] lr: 9.035e-05, eta: 0:41:25, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5917, top5_acc: 0.8035, loss_cls: 1.7743, loss: 1.7743, grad_norm: 4.4534 2020-10-10 21:58:48,331 - mmaction - INFO - Epoch [255][340/1413] lr: 9.035e-05, eta: 0:41:05, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5887, top5_acc: 0.7986, loss_cls: 1.8091, loss: 1.8091, grad_norm: 4.4254 2020-10-10 21:59:07,697 - mmaction - INFO - Epoch [255][360/1413] lr: 9.035e-05, eta: 0:40:45, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5891, top5_acc: 0.7956, loss_cls: 1.8031, loss: 1.8031, grad_norm: 4.4694 2020-10-10 21:59:27,052 - mmaction - INFO - Epoch [255][380/1413] lr: 9.035e-05, eta: 0:40:25, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.6048, top5_acc: 0.8048, loss_cls: 1.7387, loss: 1.7387, grad_norm: 4.3890 2020-10-10 21:59:46,477 - mmaction - INFO - Epoch [255][400/1413] lr: 9.035e-05, eta: 0:40:05, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5897, top5_acc: 0.7917, loss_cls: 1.8233, loss: 1.8233, grad_norm: 4.4580 2020-10-10 22:00:06,895 - mmaction - INFO - Epoch [255][420/1413] lr: 9.035e-05, eta: 0:39:46, time: 1.020, data_time: 0.001, memory: 8482, top1_acc: 0.5960, top5_acc: 0.8030, loss_cls: 1.7589, loss: 1.7589, grad_norm: 4.4184 2020-10-10 22:00:26,329 - mmaction - INFO - Epoch [255][440/1413] lr: 9.035e-05, eta: 0:39:26, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5911, top5_acc: 0.7952, loss_cls: 1.7905, loss: 1.7905, grad_norm: 4.3890 2020-10-10 22:00:45,777 - mmaction - INFO - Epoch [255][460/1413] lr: 9.035e-05, eta: 0:39:06, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5966, top5_acc: 0.8007, loss_cls: 1.7646, loss: 1.7646, grad_norm: 4.3893 2020-10-10 22:01:05,092 - mmaction - INFO - Epoch [255][480/1413] lr: 9.035e-05, eta: 0:38:46, time: 0.967, data_time: 0.004, memory: 8482, top1_acc: 0.6022, top5_acc: 0.8056, loss_cls: 1.7706, loss: 1.7706, grad_norm: 4.4226 2020-10-10 22:01:24,515 - mmaction - INFO - Epoch [255][500/1413] lr: 9.035e-05, eta: 0:38:26, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5927, top5_acc: 0.7948, loss_cls: 1.8007, loss: 1.8007, grad_norm: 4.4682 2020-10-10 22:01:43,970 - mmaction - INFO - Epoch [255][520/1413] lr: 9.035e-05, eta: 0:38:06, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5923, top5_acc: 0.7941, loss_cls: 1.8127, loss: 1.8127, grad_norm: 4.4797 2020-10-10 22:02:03,303 - mmaction - INFO - Epoch [255][540/1413] lr: 9.035e-05, eta: 0:37:47, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5965, top5_acc: 0.8055, loss_cls: 1.7540, loss: 1.7540, grad_norm: 4.3978 2020-10-10 22:02:22,770 - mmaction - INFO - Epoch [255][560/1413] lr: 9.035e-05, eta: 0:37:27, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.5954, top5_acc: 0.7914, loss_cls: 1.7923, loss: 1.7923, grad_norm: 4.4327 2020-10-10 22:02:42,101 - mmaction - INFO - Epoch [255][580/1413] lr: 9.035e-05, eta: 0:37:07, time: 0.967, data_time: 0.003, memory: 8482, top1_acc: 0.5928, top5_acc: 0.7964, loss_cls: 1.7990, loss: 1.7990, grad_norm: 4.4588 2020-10-10 22:03:01,519 - mmaction - INFO - Epoch [255][600/1413] lr: 9.035e-05, eta: 0:36:47, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.6005, top5_acc: 0.8013, loss_cls: 1.7647, loss: 1.7647, grad_norm: 4.4058 2020-10-10 22:03:20,931 - mmaction - INFO - Epoch [255][620/1413] lr: 9.035e-05, eta: 0:36:27, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5895, top5_acc: 0.7895, loss_cls: 1.8358, loss: 1.8358, grad_norm: 4.4205 2020-10-10 22:03:40,342 - mmaction - INFO - Epoch [255][640/1413] lr: 9.035e-05, eta: 0:36:07, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.6021, top5_acc: 0.7987, loss_cls: 1.7782, loss: 1.7782, grad_norm: 4.4165 2020-10-10 22:03:59,769 - mmaction - INFO - Epoch [255][660/1413] lr: 9.035e-05, eta: 0:35:47, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5888, top5_acc: 0.7926, loss_cls: 1.8060, loss: 1.8060, grad_norm: 4.4387 2020-10-10 22:04:19,142 - mmaction - INFO - Epoch [255][680/1413] lr: 9.035e-05, eta: 0:35:28, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.6003, top5_acc: 0.8083, loss_cls: 1.7498, loss: 1.7498, grad_norm: 4.3899 2020-10-10 22:04:38,584 - mmaction - INFO - Epoch [255][700/1413] lr: 9.035e-05, eta: 0:35:08, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.6001, top5_acc: 0.8007, loss_cls: 1.7647, loss: 1.7647, grad_norm: 4.3662 2020-10-10 22:04:57,971 - mmaction - INFO - Epoch [255][720/1413] lr: 9.035e-05, eta: 0:34:48, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5921, top5_acc: 0.7961, loss_cls: 1.7949, loss: 1.7949, grad_norm: 4.4490 2020-10-10 22:05:17,334 - mmaction - INFO - Epoch [255][740/1413] lr: 9.035e-05, eta: 0:34:28, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5965, top5_acc: 0.7939, loss_cls: 1.7913, loss: 1.7913, grad_norm: 4.4238 2020-10-10 22:05:36,723 - mmaction - INFO - Epoch [255][760/1413] lr: 9.035e-05, eta: 0:34:08, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5999, top5_acc: 0.7944, loss_cls: 1.7872, loss: 1.7872, grad_norm: 4.4272 2020-10-10 22:05:56,089 - mmaction - INFO - Epoch [255][780/1413] lr: 9.035e-05, eta: 0:33:48, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5893, top5_acc: 0.7897, loss_cls: 1.8065, loss: 1.8065, grad_norm: 4.4608 2020-10-10 22:06:15,534 - mmaction - INFO - Epoch [255][800/1413] lr: 9.035e-05, eta: 0:33:29, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.6044, top5_acc: 0.7982, loss_cls: 1.7447, loss: 1.7447, grad_norm: 4.3965 2020-10-10 22:06:34,914 - mmaction - INFO - Epoch [255][820/1413] lr: 9.035e-05, eta: 0:33:09, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5999, top5_acc: 0.7978, loss_cls: 1.7830, loss: 1.7830, grad_norm: 4.4111 2020-10-10 22:06:54,337 - mmaction - INFO - Epoch [255][840/1413] lr: 9.035e-05, eta: 0:32:49, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.6001, top5_acc: 0.8005, loss_cls: 1.7651, loss: 1.7651, grad_norm: 4.3559 2020-10-10 22:07:13,686 - mmaction - INFO - Epoch [255][860/1413] lr: 9.035e-05, eta: 0:32:29, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.6010, top5_acc: 0.8046, loss_cls: 1.7330, loss: 1.7330, grad_norm: 4.3446 2020-10-10 22:07:33,078 - mmaction - INFO - Epoch [255][880/1413] lr: 9.035e-05, eta: 0:32:09, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5962, top5_acc: 0.7949, loss_cls: 1.7844, loss: 1.7844, grad_norm: 4.4080 2020-10-10 22:07:52,510 - mmaction - INFO - Epoch [255][900/1413] lr: 9.035e-05, eta: 0:31:49, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5954, top5_acc: 0.7952, loss_cls: 1.8007, loss: 1.8007, grad_norm: 4.4200 2020-10-10 22:08:11,913 - mmaction - INFO - Epoch [255][920/1413] lr: 9.035e-05, eta: 0:31:30, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5887, top5_acc: 0.7987, loss_cls: 1.7931, loss: 1.7931, grad_norm: 4.4777 2020-10-10 22:08:31,248 - mmaction - INFO - Epoch [255][940/1413] lr: 9.035e-05, eta: 0:31:10, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5993, top5_acc: 0.7953, loss_cls: 1.7710, loss: 1.7710, grad_norm: 4.3730 2020-10-10 22:08:50,709 - mmaction - INFO - Epoch [255][960/1413] lr: 9.035e-05, eta: 0:30:50, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.6023, top5_acc: 0.8044, loss_cls: 1.7369, loss: 1.7369, grad_norm: 4.4629 2020-10-10 22:09:10,106 - mmaction - INFO - Epoch [255][980/1413] lr: 9.035e-05, eta: 0:30:30, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5921, top5_acc: 0.7992, loss_cls: 1.7825, loss: 1.7825, grad_norm: 4.4100 2020-10-10 22:09:29,529 - mmaction - INFO - Epoch [255][1000/1413] lr: 9.035e-05, eta: 0:30:10, time: 0.973, data_time: 0.003, memory: 8482, top1_acc: 0.6007, top5_acc: 0.7997, loss_cls: 1.7574, loss: 1.7574, grad_norm: 4.3918 2020-10-10 22:09:48,914 - mmaction - INFO - Epoch [255][1020/1413] lr: 9.035e-05, eta: 0:29:50, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.6005, top5_acc: 0.7991, loss_cls: 1.7727, loss: 1.7727, grad_norm: 4.3988 2020-10-10 22:10:08,336 - mmaction - INFO - Epoch [255][1040/1413] lr: 9.035e-05, eta: 0:29:31, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.6023, top5_acc: 0.8010, loss_cls: 1.7656, loss: 1.7656, grad_norm: 4.4214 2020-10-10 22:10:27,712 - mmaction - INFO - Epoch [255][1060/1413] lr: 9.035e-05, eta: 0:29:11, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5943, top5_acc: 0.7967, loss_cls: 1.7986, loss: 1.7986, grad_norm: 4.4132 2020-10-10 22:10:47,316 - mmaction - INFO - Epoch [255][1080/1413] lr: 9.035e-05, eta: 0:28:51, time: 0.981, data_time: 0.002, memory: 8482, top1_acc: 0.5982, top5_acc: 0.7996, loss_cls: 1.7586, loss: 1.7586, grad_norm: 4.4019 2020-10-10 22:11:06,654 - mmaction - INFO - Epoch [255][1100/1413] lr: 9.035e-05, eta: 0:28:31, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.6009, top5_acc: 0.7967, loss_cls: 1.7514, loss: 1.7514, grad_norm: 4.3773 2020-10-10 22:11:26,085 - mmaction - INFO - Epoch [255][1120/1413] lr: 9.035e-05, eta: 0:28:11, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5975, top5_acc: 0.7904, loss_cls: 1.8044, loss: 1.8044, grad_norm: 4.3636 2020-10-10 22:11:45,505 - mmaction - INFO - Epoch [255][1140/1413] lr: 9.035e-05, eta: 0:27:51, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5961, top5_acc: 0.8100, loss_cls: 1.7594, loss: 1.7594, grad_norm: 4.4447 2020-10-10 22:12:04,897 - mmaction - INFO - Epoch [255][1160/1413] lr: 9.035e-05, eta: 0:27:32, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5940, top5_acc: 0.7898, loss_cls: 1.8071, loss: 1.8071, grad_norm: 4.4384 2020-10-10 22:12:24,273 - mmaction - INFO - Epoch [255][1180/1413] lr: 9.035e-05, eta: 0:27:12, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5936, top5_acc: 0.7967, loss_cls: 1.7958, loss: 1.7958, grad_norm: 4.5173 2020-10-10 22:12:43,605 - mmaction - INFO - Epoch [255][1200/1413] lr: 9.035e-05, eta: 0:26:52, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.6016, top5_acc: 0.8022, loss_cls: 1.7545, loss: 1.7545, grad_norm: 4.4276 2020-10-10 22:13:03,037 - mmaction - INFO - Epoch [255][1220/1413] lr: 9.035e-05, eta: 0:26:32, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5962, top5_acc: 0.7948, loss_cls: 1.7833, loss: 1.7833, grad_norm: 4.4891 2020-10-10 22:13:22,426 - mmaction - INFO - Epoch [255][1240/1413] lr: 9.035e-05, eta: 0:26:12, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.5891, top5_acc: 0.7941, loss_cls: 1.8067, loss: 1.8067, grad_norm: 4.4818 2020-10-10 22:13:41,786 - mmaction - INFO - Epoch [255][1260/1413] lr: 9.035e-05, eta: 0:25:52, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5913, top5_acc: 0.7905, loss_cls: 1.8074, loss: 1.8074, grad_norm: 4.4154 2020-10-10 22:14:01,168 - mmaction - INFO - Epoch [255][1280/1413] lr: 9.035e-05, eta: 0:25:32, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5928, top5_acc: 0.7935, loss_cls: 1.7913, loss: 1.7913, grad_norm: 4.4522 2020-10-10 22:14:20,570 - mmaction - INFO - Epoch [255][1300/1413] lr: 9.035e-05, eta: 0:25:13, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5936, top5_acc: 0.7987, loss_cls: 1.7937, loss: 1.7937, grad_norm: 4.4430 2020-10-10 22:14:40,064 - mmaction - INFO - Epoch [255][1320/1413] lr: 9.035e-05, eta: 0:24:53, time: 0.975, data_time: 0.002, memory: 8482, top1_acc: 0.5853, top5_acc: 0.7932, loss_cls: 1.8207, loss: 1.8207, grad_norm: 4.4680 2020-10-10 22:14:59,478 - mmaction - INFO - Epoch [255][1340/1413] lr: 9.035e-05, eta: 0:24:33, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5947, top5_acc: 0.8000, loss_cls: 1.7965, loss: 1.7965, grad_norm: 4.4614 2020-10-10 22:15:18,883 - mmaction - INFO - Epoch [255][1360/1413] lr: 9.035e-05, eta: 0:24:13, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5849, top5_acc: 0.7953, loss_cls: 1.8358, loss: 1.8358, grad_norm: 4.4832 2020-10-10 22:15:38,244 - mmaction - INFO - Epoch [255][1380/1413] lr: 9.035e-05, eta: 0:23:53, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5930, top5_acc: 0.7906, loss_cls: 1.8299, loss: 1.8299, grad_norm: 4.4576 2020-10-10 22:15:57,603 - mmaction - INFO - Epoch [255][1400/1413] lr: 9.035e-05, eta: 0:23:33, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5960, top5_acc: 0.7992, loss_cls: 1.7675, loss: 1.7675, grad_norm: 4.4361 2020-10-10 22:17:06,378 - mmaction - INFO - Epoch [256][20/1413] lr: 2.259e-05, eta: 0:23:01, time: 2.724, data_time: 1.739, memory: 8482, top1_acc: 0.5893, top5_acc: 0.7879, loss_cls: 1.8082, loss: 1.8082, grad_norm: 4.3842 2020-10-10 22:17:25,708 - mmaction - INFO - Epoch [256][40/1413] lr: 2.259e-05, eta: 0:22:41, time: 0.966, data_time: 0.003, memory: 8482, top1_acc: 0.5977, top5_acc: 0.7940, loss_cls: 1.7930, loss: 1.7930, grad_norm: 4.4601 2020-10-10 22:17:44,990 - mmaction - INFO - Epoch [256][60/1413] lr: 2.259e-05, eta: 0:22:21, time: 0.965, data_time: 0.003, memory: 8482, top1_acc: 0.5914, top5_acc: 0.7986, loss_cls: 1.7773, loss: 1.7773, grad_norm: 4.4087 2020-10-10 22:18:04,299 - mmaction - INFO - Epoch [256][80/1413] lr: 2.259e-05, eta: 0:22:01, time: 0.965, data_time: 0.001, memory: 8482, top1_acc: 0.5945, top5_acc: 0.8026, loss_cls: 1.7664, loss: 1.7664, grad_norm: 4.4324 2020-10-10 22:18:23,743 - mmaction - INFO - Epoch [256][100/1413] lr: 2.259e-05, eta: 0:21:42, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5874, top5_acc: 0.7937, loss_cls: 1.8163, loss: 1.8163, grad_norm: 4.4081 2020-10-10 22:18:43,051 - mmaction - INFO - Epoch [256][120/1413] lr: 2.259e-05, eta: 0:21:22, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5908, top5_acc: 0.7902, loss_cls: 1.8257, loss: 1.8257, grad_norm: 4.4352 2020-10-10 22:19:02,444 - mmaction - INFO - Epoch [256][140/1413] lr: 2.259e-05, eta: 0:21:02, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5919, top5_acc: 0.7951, loss_cls: 1.8130, loss: 1.8130, grad_norm: 4.4299 2020-10-10 22:19:21,831 - mmaction - INFO - Epoch [256][160/1413] lr: 2.259e-05, eta: 0:20:42, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5944, top5_acc: 0.7936, loss_cls: 1.7831, loss: 1.7831, grad_norm: 4.4301 2020-10-10 22:19:41,261 - mmaction - INFO - Epoch [256][180/1413] lr: 2.259e-05, eta: 0:20:22, time: 0.972, data_time: 0.003, memory: 8482, top1_acc: 0.5878, top5_acc: 0.7927, loss_cls: 1.8063, loss: 1.8063, grad_norm: 4.4316 2020-10-10 22:20:00,678 - mmaction - INFO - Epoch [256][200/1413] lr: 2.259e-05, eta: 0:20:02, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5944, top5_acc: 0.7961, loss_cls: 1.7715, loss: 1.7715, grad_norm: 4.3804 2020-10-10 22:20:20,075 - mmaction - INFO - Epoch [256][220/1413] lr: 2.259e-05, eta: 0:19:43, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.6023, top5_acc: 0.7996, loss_cls: 1.7505, loss: 1.7505, grad_norm: 4.3956 2020-10-10 22:20:39,474 - mmaction - INFO - Epoch [256][240/1413] lr: 2.259e-05, eta: 0:19:23, time: 0.970, data_time: 0.003, memory: 8482, top1_acc: 0.6030, top5_acc: 0.8020, loss_cls: 1.7559, loss: 1.7559, grad_norm: 4.3906 2020-10-10 22:20:58,927 - mmaction - INFO - Epoch [256][260/1413] lr: 2.259e-05, eta: 0:19:03, time: 0.974, data_time: 0.003, memory: 8482, top1_acc: 0.6049, top5_acc: 0.7977, loss_cls: 1.7658, loss: 1.7658, grad_norm: 4.3400 2020-10-10 22:21:18,297 - mmaction - INFO - Epoch [256][280/1413] lr: 2.259e-05, eta: 0:18:43, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5904, top5_acc: 0.7861, loss_cls: 1.8153, loss: 1.8153, grad_norm: 4.4345 2020-10-10 22:21:37,686 - mmaction - INFO - Epoch [256][300/1413] lr: 2.259e-05, eta: 0:18:23, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5924, top5_acc: 0.7923, loss_cls: 1.8116, loss: 1.8116, grad_norm: 4.4381 2020-10-10 22:21:57,090 - mmaction - INFO - Epoch [256][320/1413] lr: 2.259e-05, eta: 0:18:03, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5965, top5_acc: 0.7967, loss_cls: 1.7796, loss: 1.7796, grad_norm: 4.3950 2020-10-10 22:22:16,469 - mmaction - INFO - Epoch [256][340/1413] lr: 2.259e-05, eta: 0:17:44, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5990, top5_acc: 0.7992, loss_cls: 1.7836, loss: 1.7836, grad_norm: 4.4364 2020-10-10 22:22:35,891 - mmaction - INFO - Epoch [256][360/1413] lr: 2.259e-05, eta: 0:17:24, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5961, top5_acc: 0.7949, loss_cls: 1.7855, loss: 1.7855, grad_norm: 4.3674 2020-10-10 22:22:55,267 - mmaction - INFO - Epoch [256][380/1413] lr: 2.259e-05, eta: 0:17:04, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5859, top5_acc: 0.7887, loss_cls: 1.8314, loss: 1.8314, grad_norm: 4.5125 2020-10-10 22:23:14,636 - mmaction - INFO - Epoch [256][400/1413] lr: 2.259e-05, eta: 0:16:44, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5902, top5_acc: 0.7988, loss_cls: 1.7882, loss: 1.7882, grad_norm: 4.4388 2020-10-10 22:23:34,091 - mmaction - INFO - Epoch [256][420/1413] lr: 2.259e-05, eta: 0:16:24, time: 0.973, data_time: 0.002, memory: 8482, top1_acc: 0.5948, top5_acc: 0.7969, loss_cls: 1.7766, loss: 1.7766, grad_norm: 4.4361 2020-10-10 22:23:53,418 - mmaction - INFO - Epoch [256][440/1413] lr: 2.259e-05, eta: 0:16:04, time: 0.966, data_time: 0.002, memory: 8482, top1_acc: 0.5980, top5_acc: 0.7975, loss_cls: 1.7772, loss: 1.7772, grad_norm: 4.3954 2020-10-10 22:24:12,843 - mmaction - INFO - Epoch [256][460/1413] lr: 2.259e-05, eta: 0:15:45, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.6013, top5_acc: 0.8013, loss_cls: 1.7522, loss: 1.7522, grad_norm: 4.4208 2020-10-10 22:24:32,234 - mmaction - INFO - Epoch [256][480/1413] lr: 2.259e-05, eta: 0:15:25, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.6052, top5_acc: 0.7977, loss_cls: 1.7670, loss: 1.7670, grad_norm: 4.3682 2020-10-10 22:24:51,606 - mmaction - INFO - Epoch [256][500/1413] lr: 2.259e-05, eta: 0:15:05, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5957, top5_acc: 0.7962, loss_cls: 1.7823, loss: 1.7823, grad_norm: 4.4095 2020-10-10 22:25:10,984 - mmaction - INFO - Epoch [256][520/1413] lr: 2.259e-05, eta: 0:14:45, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.6018, top5_acc: 0.8060, loss_cls: 1.7380, loss: 1.7380, grad_norm: 4.3710 2020-10-10 22:25:30,417 - mmaction - INFO - Epoch [256][540/1413] lr: 2.259e-05, eta: 0:14:25, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.6025, top5_acc: 0.7953, loss_cls: 1.7712, loss: 1.7712, grad_norm: 4.3391 2020-10-10 22:25:49,781 - mmaction - INFO - Epoch [256][560/1413] lr: 2.259e-05, eta: 0:14:05, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5900, top5_acc: 0.7954, loss_cls: 1.8187, loss: 1.8187, grad_norm: 4.4314 2020-10-10 22:26:09,207 - mmaction - INFO - Epoch [256][580/1413] lr: 2.259e-05, eta: 0:13:46, time: 0.972, data_time: 0.001, memory: 8482, top1_acc: 0.5930, top5_acc: 0.7951, loss_cls: 1.7854, loss: 1.7854, grad_norm: 4.4116 2020-10-10 22:26:28,581 - mmaction - INFO - Epoch [256][600/1413] lr: 2.259e-05, eta: 0:13:26, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5974, top5_acc: 0.7995, loss_cls: 1.7842, loss: 1.7842, grad_norm: 4.4161 2020-10-10 22:26:47,943 - mmaction - INFO - Epoch [256][620/1413] lr: 2.259e-05, eta: 0:13:06, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5901, top5_acc: 0.7965, loss_cls: 1.7980, loss: 1.7980, grad_norm: 4.4553 2020-10-10 22:27:07,309 - mmaction - INFO - Epoch [256][640/1413] lr: 2.259e-05, eta: 0:12:46, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5987, top5_acc: 0.7973, loss_cls: 1.7791, loss: 1.7791, grad_norm: 4.4503 2020-10-10 22:27:26,699 - mmaction - INFO - Epoch [256][660/1413] lr: 2.259e-05, eta: 0:12:26, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.6116, top5_acc: 0.8012, loss_cls: 1.7467, loss: 1.7467, grad_norm: 4.3621 2020-10-10 22:27:46,106 - mmaction - INFO - Epoch [256][680/1413] lr: 2.259e-05, eta: 0:12:06, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.6046, top5_acc: 0.8029, loss_cls: 1.7446, loss: 1.7446, grad_norm: 4.4070 2020-10-10 22:28:05,464 - mmaction - INFO - Epoch [256][700/1413] lr: 2.259e-05, eta: 0:11:47, time: 0.967, data_time: 0.001, memory: 8482, top1_acc: 0.5993, top5_acc: 0.7958, loss_cls: 1.7832, loss: 1.7832, grad_norm: 4.4213 2020-10-10 22:28:24,849 - mmaction - INFO - Epoch [256][720/1413] lr: 2.259e-05, eta: 0:11:27, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.6008, top5_acc: 0.7983, loss_cls: 1.7556, loss: 1.7556, grad_norm: 4.3900 2020-10-10 22:28:44,293 - mmaction - INFO - Epoch [256][740/1413] lr: 2.259e-05, eta: 0:11:07, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.6010, top5_acc: 0.7995, loss_cls: 1.7652, loss: 1.7652, grad_norm: 4.3853 2020-10-10 22:29:03,717 - mmaction - INFO - Epoch [256][760/1413] lr: 2.259e-05, eta: 0:10:47, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.5964, top5_acc: 0.7984, loss_cls: 1.7672, loss: 1.7672, grad_norm: 4.4207 2020-10-10 22:29:23,107 - mmaction - INFO - Epoch [256][780/1413] lr: 2.259e-05, eta: 0:10:27, time: 0.970, data_time: 0.001, memory: 8482, top1_acc: 0.5958, top5_acc: 0.7921, loss_cls: 1.7899, loss: 1.7899, grad_norm: 4.3520 2020-10-10 22:29:42,533 - mmaction - INFO - Epoch [256][800/1413] lr: 2.259e-05, eta: 0:10:07, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.6053, top5_acc: 0.8014, loss_cls: 1.7769, loss: 1.7769, grad_norm: 4.4095 2020-10-10 22:30:01,958 - mmaction - INFO - Epoch [256][820/1413] lr: 2.259e-05, eta: 0:09:48, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.6082, top5_acc: 0.8078, loss_cls: 1.7083, loss: 1.7083, grad_norm: 4.3594 2020-10-10 22:30:21,286 - mmaction - INFO - Epoch [256][840/1413] lr: 2.259e-05, eta: 0:09:28, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.6074, top5_acc: 0.8057, loss_cls: 1.7518, loss: 1.7518, grad_norm: 4.4153 2020-10-10 22:30:40,702 - mmaction - INFO - Epoch [256][860/1413] lr: 2.259e-05, eta: 0:09:08, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5909, top5_acc: 0.8029, loss_cls: 1.7784, loss: 1.7784, grad_norm: 4.4431 2020-10-10 22:31:00,114 - mmaction - INFO - Epoch [256][880/1413] lr: 2.259e-05, eta: 0:08:48, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5992, top5_acc: 0.7977, loss_cls: 1.7637, loss: 1.7637, grad_norm: 4.3673 2020-10-10 22:31:19,467 - mmaction - INFO - Epoch [256][900/1413] lr: 2.259e-05, eta: 0:08:28, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5913, top5_acc: 0.7980, loss_cls: 1.8011, loss: 1.8011, grad_norm: 4.4614 2020-10-10 22:31:38,814 - mmaction - INFO - Epoch [256][920/1413] lr: 2.259e-05, eta: 0:08:08, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5990, top5_acc: 0.7944, loss_cls: 1.7855, loss: 1.7855, grad_norm: 4.4426 2020-10-10 22:31:58,167 - mmaction - INFO - Epoch [256][940/1413] lr: 2.259e-05, eta: 0:07:49, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.5934, top5_acc: 0.7975, loss_cls: 1.8066, loss: 1.8066, grad_norm: 4.4361 2020-10-10 22:32:17,530 - mmaction - INFO - Epoch [256][960/1413] lr: 2.259e-05, eta: 0:07:29, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.6092, top5_acc: 0.8072, loss_cls: 1.7348, loss: 1.7348, grad_norm: 4.4072 2020-10-10 22:32:36,935 - mmaction - INFO - Epoch [256][980/1413] lr: 2.259e-05, eta: 0:07:09, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5969, top5_acc: 0.7974, loss_cls: 1.7792, loss: 1.7792, grad_norm: 4.3932 2020-10-10 22:32:56,328 - mmaction - INFO - Epoch [256][1000/1413] lr: 2.259e-05, eta: 0:06:49, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5971, top5_acc: 0.7978, loss_cls: 1.7861, loss: 1.7861, grad_norm: 4.4329 2020-10-10 22:33:15,701 - mmaction - INFO - Epoch [256][1020/1413] lr: 2.259e-05, eta: 0:06:29, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5930, top5_acc: 0.7934, loss_cls: 1.7922, loss: 1.7922, grad_norm: 4.4102 2020-10-10 22:33:35,093 - mmaction - INFO - Epoch [256][1040/1413] lr: 2.259e-05, eta: 0:06:09, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5904, top5_acc: 0.8060, loss_cls: 1.7606, loss: 1.7606, grad_norm: 4.4198 2020-10-10 22:33:54,493 - mmaction - INFO - Epoch [256][1060/1413] lr: 2.259e-05, eta: 0:05:50, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5945, top5_acc: 0.7987, loss_cls: 1.7951, loss: 1.7951, grad_norm: 4.4399 2020-10-10 22:34:13,933 - mmaction - INFO - Epoch [256][1080/1413] lr: 2.259e-05, eta: 0:05:30, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.6055, top5_acc: 0.8038, loss_cls: 1.7551, loss: 1.7551, grad_norm: 4.3756 2020-10-10 22:34:33,369 - mmaction - INFO - Epoch [256][1100/1413] lr: 2.259e-05, eta: 0:05:10, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.6026, top5_acc: 0.8031, loss_cls: 1.7529, loss: 1.7529, grad_norm: 4.3909 2020-10-10 22:34:52,752 - mmaction - INFO - Epoch [256][1120/1413] lr: 2.259e-05, eta: 0:04:50, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.6007, top5_acc: 0.8022, loss_cls: 1.7468, loss: 1.7468, grad_norm: 4.4233 2020-10-10 22:35:12,120 - mmaction - INFO - Epoch [256][1140/1413] lr: 2.259e-05, eta: 0:04:30, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.6047, top5_acc: 0.8073, loss_cls: 1.7406, loss: 1.7406, grad_norm: 4.3839 2020-10-10 22:35:31,473 - mmaction - INFO - Epoch [256][1160/1413] lr: 2.259e-05, eta: 0:04:10, time: 0.968, data_time: 0.002, memory: 8482, top1_acc: 0.5973, top5_acc: 0.7979, loss_cls: 1.7815, loss: 1.7815, grad_norm: 4.4788 2020-10-10 22:35:50,858 - mmaction - INFO - Epoch [256][1180/1413] lr: 2.259e-05, eta: 0:03:51, time: 0.968, data_time: 0.001, memory: 8482, top1_acc: 0.6044, top5_acc: 0.8064, loss_cls: 1.7502, loss: 1.7502, grad_norm: 4.3877 2020-10-10 22:36:10,280 - mmaction - INFO - Epoch [256][1200/1413] lr: 2.259e-05, eta: 0:03:31, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5858, top5_acc: 0.8014, loss_cls: 1.7944, loss: 1.7944, grad_norm: 4.4857 2020-10-10 22:36:29,645 - mmaction - INFO - Epoch [256][1220/1413] lr: 2.259e-05, eta: 0:03:11, time: 0.969, data_time: 0.003, memory: 8482, top1_acc: 0.5888, top5_acc: 0.7954, loss_cls: 1.7859, loss: 1.7859, grad_norm: 4.4100 2020-10-10 22:36:49,053 - mmaction - INFO - Epoch [256][1240/1413] lr: 2.259e-05, eta: 0:02:51, time: 0.970, data_time: 0.002, memory: 8482, top1_acc: 0.5852, top5_acc: 0.7953, loss_cls: 1.8110, loss: 1.8110, grad_norm: 4.4658 2020-10-10 22:37:08,469 - mmaction - INFO - Epoch [256][1260/1413] lr: 2.259e-05, eta: 0:02:31, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.5868, top5_acc: 0.7931, loss_cls: 1.8194, loss: 1.8194, grad_norm: 4.4795 2020-10-10 22:37:27,856 - mmaction - INFO - Epoch [256][1280/1413] lr: 2.259e-05, eta: 0:02:11, time: 0.969, data_time: 0.002, memory: 8482, top1_acc: 0.5966, top5_acc: 0.8027, loss_cls: 1.7726, loss: 1.7726, grad_norm: 4.4126 2020-10-10 22:37:47,286 - mmaction - INFO - Epoch [256][1300/1413] lr: 2.259e-05, eta: 0:01:52, time: 0.972, data_time: 0.002, memory: 8482, top1_acc: 0.6059, top5_acc: 0.8038, loss_cls: 1.7520, loss: 1.7520, grad_norm: 4.3957 2020-10-10 22:38:06,661 - mmaction - INFO - Epoch [256][1320/1413] lr: 2.259e-05, eta: 0:01:32, time: 0.969, data_time: 0.001, memory: 8482, top1_acc: 0.5858, top5_acc: 0.7924, loss_cls: 1.8027, loss: 1.8027, grad_norm: 4.4472 2020-10-10 22:38:26,018 - mmaction - INFO - Epoch [256][1340/1413] lr: 2.259e-05, eta: 0:01:12, time: 0.967, data_time: 0.002, memory: 8482, top1_acc: 0.5887, top5_acc: 0.7996, loss_cls: 1.7983, loss: 1.7983, grad_norm: 4.4475 2020-10-10 22:38:45,421 - mmaction - INFO - Epoch [256][1360/1413] lr: 2.259e-05, eta: 0:00:52, time: 0.971, data_time: 0.003, memory: 8482, top1_acc: 0.5997, top5_acc: 0.8029, loss_cls: 1.7641, loss: 1.7641, grad_norm: 4.4502 2020-10-10 22:39:04,852 - mmaction - INFO - Epoch [256][1380/1413] lr: 2.259e-05, eta: 0:00:32, time: 0.971, data_time: 0.001, memory: 8482, top1_acc: 0.5866, top5_acc: 0.7917, loss_cls: 1.8123, loss: 1.8123, grad_norm: 4.4650 2020-10-10 22:39:24,283 - mmaction - INFO - Epoch [256][1400/1413] lr: 2.259e-05, eta: 0:00:12, time: 0.971, data_time: 0.002, memory: 8482, top1_acc: 0.6016, top5_acc: 0.8026, loss_cls: 1.7598, loss: 1.7598, grad_norm: 4.4517 2020-10-10 22:39:37,143 - mmaction - INFO - Saving checkpoint at 256 epochs 2020-10-10 22:41:01,231 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-10 22:41:04,287 - mmaction - INFO - top1_acc 0.5778 top5_acc 0.7996 2020-10-10 22:41:04,287 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-10 22:41:04,410 - mmaction - INFO - mean_acc 0.5777 2020-10-10 22:41:04,410 - mmaction - INFO - Now best checkpoint is epoch_256.pth 2020-10-10 22:41:04,435 - mmaction - INFO - Epoch(val) [256][1413] top1_acc: 0.5778, top5_acc: 0.7996, mean_class_accuracy: 0.5777