2020-07-22 14:59:35,662 - 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 CUDA_HOME: /usr/local/cuda NVCC: Cuda compilation tools, release 9.0, V9.0.176 GPU 0,1,2,3,4,5,6,7: GeForce GTX 1080 Ti GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-4) PyTorch: 1.1.0 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: 4.1.0 MMCV: 1.0.3 MMAction: 0.1.0+c43f912 ------------------------------------------------------------ 2020-07-22 14:59:35,662 - mmaction - INFO - Distributed training: True 2020-07-22 14:59:35,662 - mmaction - INFO - Config: /mnt/lustre/duanhaodong/mmaction2/configs/benchmark/slowonly_fix.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=400, spatial_type='avg', dropout_ratio=0.5)) train_cfg = None test_cfg = dict(average_clips=None) dataset_type = 'RawframeDataset' data_root = '/mnt/lustre/DATAshare2/zhaoyue/Kinetics_extracted' data_root_val = '/mnt/lustre/DATAshare2/zhaoyue/Kinetics_extracted_val' ann_file_train = 'data/kinetics400/kinetics_train_list.txt' ann_file_val = 'data/kinetics400/kinetics_val_list.txt' ann_file_test = 'data/kinetics400/kinetics_val_list.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='SampleFrames', clip_len=4, frame_interval=16, num_clips=1), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), 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='SampleFrames', clip_len=4, frame_interval=16, num_clips=1, test_mode=True), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=4, frame_interval=16, num_clips=10, test_mode=True), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), 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=16, 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=4) workflow = [('train', 1)] evaluation = dict( interval=5, 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/slowonly_fix' load_from = None resume_from = None find_unused_parameters = False 2020-07-22 14:59:51,274 - mmaction - INFO - Start running, host: duanhaodong@SH-IDC1-10-5-36-197, work_dir: /mnt/lustre/duanhaodong/mmaction2/work_dirs/slowonly_fix 2020-07-22 14:59:51,275 - mmaction - INFO - workflow: [('train', 1)], max: 256 epochs 2020-07-22 15:02:39,926 - mmaction - INFO - Epoch [1][20/940] lr: 6.000e-01, eta: 23 days, 11:20:10, time: 8.428, data_time: 6.656, memory: 9444, top1_acc: 0.0057, top5_acc: 0.0230, loss_cls: 6.7142, loss: 6.7142, grad_norm: 1.6313 2020-07-22 15:03:00,733 - mmaction - INFO - Epoch [1][40/940] lr: 6.000e-01, eta: 13 days, 4:26:37, time: 1.041, data_time: 0.016, memory: 9444, top1_acc: 0.0090, top5_acc: 0.0369, loss_cls: 6.0067, loss: 6.0067, grad_norm: 0.4004 2020-07-22 15:03:17,425 - mmaction - INFO - Epoch [1][60/940] lr: 6.000e-01, eta: 9 days, 13:29:03, time: 0.832, data_time: 0.004, memory: 9444, top1_acc: 0.0076, top5_acc: 0.0402, loss_cls: 5.8834, loss: 5.8834, grad_norm: 0.2806 2020-07-22 15:03:41,128 - mmaction - INFO - Epoch [1][80/940] lr: 6.000e-01, eta: 7 days, 23:53:15, time: 1.185, data_time: 0.009, memory: 9444, top1_acc: 0.0102, top5_acc: 0.0432, loss_cls: 5.8245, loss: 5.8245, grad_norm: 0.2763 2020-07-22 15:03:59,602 - mmaction - INFO - Epoch [1][100/940] lr: 6.000e-01, eta: 6 days, 21:53:55, time: 0.928, data_time: 0.009, memory: 9444, top1_acc: 0.0102, top5_acc: 0.0449, loss_cls: 5.8001, loss: 5.8001, grad_norm: 0.2718 2020-07-22 15:04:20,546 - mmaction - INFO - Epoch [1][120/940] lr: 6.000e-01, eta: 6 days, 5:50:40, time: 1.042, data_time: 0.006, memory: 9444, top1_acc: 0.0139, top5_acc: 0.0535, loss_cls: 5.7292, loss: 5.7292, grad_norm: 0.3015 2020-07-22 15:04:41,810 - mmaction - INFO - Epoch [1][140/940] lr: 6.000e-01, eta: 5 days, 18:35:18, time: 1.065, data_time: 0.009, memory: 9444, top1_acc: 0.0145, top5_acc: 0.0580, loss_cls: 5.6989, loss: 5.6989, grad_norm: 0.3182 2020-07-22 15:05:02,463 - mmaction - INFO - Epoch [1][160/940] lr: 6.000e-01, eta: 5 days, 9:54:23, time: 1.036, data_time: 0.009, memory: 9444, top1_acc: 0.0137, top5_acc: 0.0574, loss_cls: 5.6779, loss: 5.6779, grad_norm: 0.3293 2020-07-22 15:05:22,507 - mmaction - INFO - Epoch [1][180/940] lr: 6.000e-01, eta: 5 days, 2:49:59, time: 0.993, data_time: 0.005, memory: 9444, top1_acc: 0.0172, top5_acc: 0.0668, loss_cls: 5.6352, loss: 5.6352, grad_norm: 0.3550 2020-07-22 15:05:41,373 - mmaction - INFO - Epoch [1][200/940] lr: 6.000e-01, eta: 4 days, 20:54:06, time: 0.952, data_time: 0.016, memory: 9444, top1_acc: 0.0160, top5_acc: 0.0686, loss_cls: 5.6202, loss: 5.6202, grad_norm: 0.3404 2020-07-22 15:06:01,104 - mmaction - INFO - Epoch [1][220/940] lr: 6.000e-01, eta: 4 days, 16:15:15, time: 0.986, data_time: 0.005, memory: 9444, top1_acc: 0.0189, top5_acc: 0.0736, loss_cls: 5.6008, loss: 5.6008, grad_norm: 0.3388 2020-07-22 15:06:20,466 - mmaction - INFO - Epoch [1][240/940] lr: 6.000e-01, eta: 4 days, 12:16:07, time: 0.966, data_time: 0.005, memory: 9444, top1_acc: 0.0150, top5_acc: 0.0688, loss_cls: 5.5934, loss: 5.5934, grad_norm: 0.3799 2020-07-22 15:06:41,519 - mmaction - INFO - Epoch [1][260/940] lr: 6.000e-01, eta: 4 days, 9:20:43, time: 1.054, data_time: 0.005, memory: 9444, top1_acc: 0.0201, top5_acc: 0.0754, loss_cls: 5.5828, loss: 5.5828, grad_norm: 0.3450 2020-07-22 15:07:02,568 - mmaction - INFO - Epoch [1][280/940] lr: 6.000e-01, eta: 4 days, 6:49:58, time: 1.053, data_time: 0.005, memory: 9444, top1_acc: 0.0189, top5_acc: 0.0727, loss_cls: 5.5770, loss: 5.5770, grad_norm: 0.3542 2020-07-22 15:07:24,428 - mmaction - INFO - Epoch [1][300/940] lr: 6.000e-01, eta: 4 days, 4:49:57, time: 1.093, data_time: 0.004, memory: 9444, top1_acc: 0.0234, top5_acc: 0.0807, loss_cls: 5.5475, loss: 5.5475, grad_norm: 0.3598 2020-07-22 15:07:48,024 - mmaction - INFO - Epoch [1][320/940] lr: 6.000e-01, eta: 4 days, 3:23:32, time: 1.167, data_time: 0.007, memory: 9444, top1_acc: 0.0232, top5_acc: 0.0844, loss_cls: 5.5339, loss: 5.5339, grad_norm: 0.3674 2020-07-22 15:08:09,388 - mmaction - INFO - Epoch [1][340/940] lr: 6.000e-01, eta: 4 days, 1:46:56, time: 1.081, data_time: 0.016, memory: 9444, top1_acc: 0.0230, top5_acc: 0.0891, loss_cls: 5.4863, loss: 5.4863, grad_norm: 0.3845 2020-07-22 15:08:27,403 - mmaction - INFO - Epoch [1][360/940] lr: 6.000e-01, eta: 3 days, 23:40:53, time: 0.901, data_time: 0.005, memory: 9444, top1_acc: 0.0236, top5_acc: 0.0922, loss_cls: 5.4889, loss: 5.4889, grad_norm: 0.3789 2020-07-22 15:08:48,194 - mmaction - INFO - Epoch [1][380/940] lr: 6.000e-01, eta: 3 days, 22:17:26, time: 1.040, data_time: 0.006, memory: 9444, top1_acc: 0.0281, top5_acc: 0.0928, loss_cls: 5.4698, loss: 5.4698, grad_norm: 0.3998 2020-07-22 15:09:12,227 - mmaction - INFO - Epoch [1][400/940] lr: 6.000e-01, eta: 3 days, 21:34:46, time: 1.202, data_time: 0.004, memory: 9444, top1_acc: 0.0232, top5_acc: 0.0896, loss_cls: 5.4386, loss: 5.4386, grad_norm: 0.3831 2020-07-22 15:09:31,802 - mmaction - INFO - Epoch [1][420/940] lr: 6.000e-01, eta: 3 days, 20:13:06, time: 0.976, data_time: 0.010, memory: 9444, top1_acc: 0.0250, top5_acc: 0.0975, loss_cls: 5.4774, loss: 5.4774, grad_norm: 0.3965 2020-07-22 15:09:49,072 - mmaction - INFO - Epoch [1][440/940] lr: 6.000e-01, eta: 3 days, 18:38:41, time: 0.866, data_time: 0.007, memory: 9444, top1_acc: 0.0266, top5_acc: 0.1045, loss_cls: 5.4138, loss: 5.4138, grad_norm: 0.3918 2020-07-22 15:10:09,612 - mmaction - INFO - Epoch [1][460/940] lr: 6.000e-01, eta: 3 days, 17:40:26, time: 1.026, data_time: 0.003, memory: 9444, top1_acc: 0.0279, top5_acc: 0.1092, loss_cls: 5.3911, loss: 5.3911, grad_norm: 0.4010 2020-07-22 15:10:29,977 - mmaction - INFO - Epoch [1][480/940] lr: 6.000e-01, eta: 3 days, 16:45:24, time: 1.017, data_time: 0.005, memory: 9444, top1_acc: 0.0291, top5_acc: 0.1098, loss_cls: 5.3883, loss: 5.3883, grad_norm: 0.4232 2020-07-22 15:10:48,699 - mmaction - INFO - Epoch [1][500/940] lr: 6.000e-01, eta: 3 days, 15:42:15, time: 0.939, data_time: 0.007, memory: 9444, top1_acc: 0.0322, top5_acc: 0.1090, loss_cls: 5.3736, loss: 5.3736, grad_norm: 0.4416 2020-07-22 15:11:08,426 - mmaction - INFO - Epoch [1][520/940] lr: 6.000e-01, eta: 3 days, 14:51:03, time: 0.985, data_time: 0.003, memory: 9444, top1_acc: 0.0320, top5_acc: 0.1115, loss_cls: 5.3595, loss: 5.3595, grad_norm: 0.4197 2020-07-22 15:11:30,221 - mmaction - INFO - Epoch [1][540/940] lr: 6.000e-01, eta: 3 days, 14:17:42, time: 1.080, data_time: 0.006, memory: 9444, top1_acc: 0.0357, top5_acc: 0.1172, loss_cls: 5.3238, loss: 5.3238, grad_norm: 0.4395 2020-07-22 15:11:51,519 - mmaction - INFO - Epoch [1][560/940] lr: 6.000e-01, eta: 3 days, 13:45:54, time: 1.074, data_time: 0.016, memory: 9444, top1_acc: 0.0307, top5_acc: 0.1195, loss_cls: 5.3128, loss: 5.3128, grad_norm: 0.4333 2020-07-22 15:12:09,615 - mmaction - INFO - Epoch [1][580/940] lr: 6.000e-01, eta: 3 days, 12:53:06, time: 0.906, data_time: 0.004, memory: 9444, top1_acc: 0.0346, top5_acc: 0.1250, loss_cls: 5.2925, loss: 5.2925, grad_norm: 0.4488 2020-07-22 15:12:30,841 - mmaction - INFO - Epoch [1][600/940] lr: 6.000e-01, eta: 3 days, 12:24:20, time: 1.061, data_time: 0.004, memory: 9444, top1_acc: 0.0355, top5_acc: 0.1150, loss_cls: 5.3013, loss: 5.3013, grad_norm: 0.4391 2020-07-22 15:12:51,609 - mmaction - INFO - Epoch [1][620/940] lr: 6.000e-01, eta: 3 days, 11:52:56, time: 1.026, data_time: 0.004, memory: 9444, top1_acc: 0.0387, top5_acc: 0.1305, loss_cls: 5.2744, loss: 5.2744, grad_norm: 0.4494 2020-07-22 15:13:09,932 - mmaction - INFO - Epoch [1][640/940] lr: 6.000e-01, eta: 3 days, 11:11:23, time: 0.929, data_time: 0.019, memory: 9444, top1_acc: 0.0436, top5_acc: 0.1373, loss_cls: 5.2308, loss: 5.2308, grad_norm: 0.4497 2020-07-22 15:13:29,962 - mmaction - INFO - Epoch [1][660/940] lr: 6.000e-01, eta: 3 days, 10:41:04, time: 1.001, data_time: 0.005, memory: 9444, top1_acc: 0.0377, top5_acc: 0.1281, loss_cls: 5.2508, loss: 5.2508, grad_norm: 0.4592 2020-07-22 15:13:47,453 - mmaction - INFO - Epoch [1][680/940] lr: 6.000e-01, eta: 3 days, 9:57:43, time: 0.875, data_time: 0.006, memory: 9444, top1_acc: 0.0352, top5_acc: 0.1340, loss_cls: 5.2150, loss: 5.2150, grad_norm: 0.4623 2020-07-22 15:14:11,013 - mmaction - INFO - Epoch [1][700/940] lr: 6.000e-01, eta: 3 days, 9:49:39, time: 1.163, data_time: 0.005, memory: 9444, top1_acc: 0.0418, top5_acc: 0.1344, loss_cls: 5.2176, loss: 5.2176, grad_norm: 0.4722 2020-07-22 15:14:33,714 - mmaction - INFO - Epoch [1][720/940] lr: 6.000e-01, eta: 3 days, 9:40:30, time: 1.149, data_time: 0.020, memory: 9444, top1_acc: 0.0385, top5_acc: 0.1422, loss_cls: 5.1785, loss: 5.1785, grad_norm: 0.4661 2020-07-22 15:14:52,236 - mmaction - INFO - Epoch [1][740/940] lr: 6.000e-01, eta: 3 days, 9:07:50, time: 0.927, data_time: 0.007, memory: 9444, top1_acc: 0.0352, top5_acc: 0.1320, loss_cls: 5.2393, loss: 5.2393, grad_norm: 0.4612 2020-07-22 15:15:13,171 - mmaction - INFO - Epoch [1][760/940] lr: 6.000e-01, eta: 3 days, 8:49:29, time: 1.047, data_time: 0.004, memory: 9444, top1_acc: 0.0455, top5_acc: 0.1395, loss_cls: 5.2194, loss: 5.2194, grad_norm: 0.4700 2020-07-22 15:15:31,101 - mmaction - INFO - Epoch [1][780/940] lr: 6.000e-01, eta: 3 days, 8:16:35, time: 0.896, data_time: 0.003, memory: 9444, top1_acc: 0.0449, top5_acc: 0.1396, loss_cls: 5.1983, loss: 5.1983, grad_norm: 0.4553 2020-07-22 15:15:52,602 - mmaction - INFO - Epoch [1][800/940] lr: 6.000e-01, eta: 3 days, 8:03:10, time: 1.075, data_time: 0.005, memory: 9444, top1_acc: 0.0449, top5_acc: 0.1480, loss_cls: 5.1521, loss: 5.1521, grad_norm: 0.4885 2020-07-22 15:16:10,024 - mmaction - INFO - Epoch [1][820/940] lr: 6.000e-01, eta: 3 days, 7:30:39, time: 0.872, data_time: 0.003, memory: 9444, top1_acc: 0.0439, top5_acc: 0.1434, loss_cls: 5.1675, loss: 5.1675, grad_norm: 0.4644 2020-07-22 15:16:29,388 - mmaction - INFO - Epoch [1][840/940] lr: 6.000e-01, eta: 3 days, 7:08:13, time: 0.962, data_time: 0.007, memory: 9444, top1_acc: 0.0477, top5_acc: 0.1463, loss_cls: 5.1480, loss: 5.1480, grad_norm: 0.4911 2020-07-22 15:16:49,576 - mmaction - INFO - Epoch [1][860/940] lr: 6.000e-01, eta: 3 days, 6:51:43, time: 1.015, data_time: 0.010, memory: 9444, top1_acc: 0.0490, top5_acc: 0.1551, loss_cls: 5.1318, loss: 5.1318, grad_norm: 0.4812 2020-07-22 15:17:08,338 - mmaction - INFO - Epoch [1][880/940] lr: 6.000e-01, eta: 3 days, 6:29:02, time: 0.939, data_time: 0.018, memory: 9444, top1_acc: 0.0484, top5_acc: 0.1555, loss_cls: 5.1302, loss: 5.1302, grad_norm: 0.4864 2020-07-22 15:17:27,164 - mmaction - INFO - Epoch [1][900/940] lr: 6.000e-01, eta: 3 days, 6:07:34, time: 0.941, data_time: 0.023, memory: 9444, top1_acc: 0.0437, top5_acc: 0.1535, loss_cls: 5.1376, loss: 5.1376, grad_norm: 0.4850 2020-07-22 15:17:45,563 - mmaction - INFO - Epoch [1][920/940] lr: 6.000e-01, eta: 3 days, 5:45:13, time: 0.920, data_time: 0.006, memory: 9444, top1_acc: 0.0496, top5_acc: 0.1602, loss_cls: 5.0927, loss: 5.0927, grad_norm: 0.4712 2020-07-22 15:18:04,089 - mmaction - INFO - Epoch [1][940/940] lr: 6.000e-01, eta: 3 days, 5:24:19, time: 0.926, data_time: 0.011, memory: 9444, top1_acc: 0.0487, top5_acc: 0.1615, loss_cls: 5.0882, loss: 5.0882, grad_norm: 0.4931 2020-07-22 15:21:06,603 - mmaction - INFO - Epoch [2][20/940] lr: 6.000e-01, eta: 3 days, 15:54:17, time: 8.737, data_time: 7.567, memory: 9444, top1_acc: 0.0492, top5_acc: 0.1516, loss_cls: 5.1175, loss: 5.1175, grad_norm: 0.4937 2020-07-22 15:21:25,240 - mmaction - INFO - Epoch [2][40/940] lr: 6.000e-01, eta: 3 days, 15:22:22, time: 0.934, data_time: 0.007, memory: 9444, top1_acc: 0.0508, top5_acc: 0.1590, loss_cls: 5.0659, loss: 5.0659, grad_norm: 0.4941 2020-07-22 15:21:46,562 - mmaction - INFO - Epoch [2][60/940] lr: 6.000e-01, eta: 3 days, 15:02:07, time: 1.064, data_time: 0.003, memory: 9444, top1_acc: 0.0490, top5_acc: 0.1646, loss_cls: 5.0574, loss: 5.0574, grad_norm: 0.4980 2020-07-22 15:22:05,079 - mmaction - INFO - Epoch [2][80/940] lr: 6.000e-01, eta: 3 days, 14:31:54, time: 0.927, data_time: 0.007, memory: 9444, top1_acc: 0.0566, top5_acc: 0.1740, loss_cls: 5.0476, loss: 5.0476, grad_norm: 0.4895 2020-07-22 15:22:21,926 - mmaction - INFO - Epoch [2][100/940] lr: 6.000e-01, eta: 3 days, 13:56:13, time: 0.841, data_time: 0.005, memory: 9444, top1_acc: 0.0537, top5_acc: 0.1650, loss_cls: 5.0622, loss: 5.0622, grad_norm: 0.5121 2020-07-22 15:22:43,544 - mmaction - INFO - Epoch [2][120/940] lr: 6.000e-01, eta: 3 days, 13:39:58, time: 1.081, data_time: 0.007, memory: 9444, top1_acc: 0.0541, top5_acc: 0.1629, loss_cls: 5.0598, loss: 5.0598, grad_norm: 0.4988 2020-07-22 15:23:03,613 - mmaction - INFO - Epoch [2][140/940] lr: 6.000e-01, eta: 3 days, 13:18:41, time: 1.005, data_time: 0.111, memory: 9444, top1_acc: 0.0561, top5_acc: 0.1721, loss_cls: 5.0250, loss: 5.0250, grad_norm: 0.5132 2020-07-22 15:23:23,175 - mmaction - INFO - Epoch [2][160/940] lr: 6.000e-01, eta: 3 days, 12:55:18, time: 0.966, data_time: 0.006, memory: 9444, top1_acc: 0.0545, top5_acc: 0.1684, loss_cls: 5.0301, loss: 5.0301, grad_norm: 0.4993 2020-07-22 15:23:43,015 - mmaction - INFO - Epoch [2][180/940] lr: 6.000e-01, eta: 3 days, 12:34:33, time: 0.991, data_time: 0.017, memory: 9444, top1_acc: 0.0570, top5_acc: 0.1801, loss_cls: 5.0090, loss: 5.0090, grad_norm: 0.5031 2020-07-22 15:24:02,554 - mmaction - INFO - Epoch [2][200/940] lr: 6.000e-01, eta: 3 days, 12:14:29, time: 0.991, data_time: 0.019, memory: 9444, top1_acc: 0.0598, top5_acc: 0.1850, loss_cls: 4.9750, loss: 4.9750, grad_norm: 0.5043 2020-07-22 15:24:23,209 - mmaction - INFO - Epoch [2][220/940] lr: 6.000e-01, eta: 3 days, 11:57:56, time: 1.032, data_time: 0.004, memory: 9444, top1_acc: 0.0611, top5_acc: 0.1836, loss_cls: 4.9718, loss: 4.9718, grad_norm: 0.5102 2020-07-22 15:24:42,277 - mmaction - INFO - Epoch [2][240/940] lr: 6.000e-01, eta: 3 days, 11:35:28, time: 0.936, data_time: 0.003, memory: 9444, top1_acc: 0.0635, top5_acc: 0.1900, loss_cls: 4.9339, loss: 4.9339, grad_norm: 0.5199 2020-07-22 15:24:57,874 - mmaction - INFO - Epoch [2][260/940] lr: 6.000e-01, eta: 3 days, 11:04:30, time: 0.798, data_time: 0.021, memory: 9444, top1_acc: 0.0580, top5_acc: 0.1754, loss_cls: 4.9697, loss: 4.9697, grad_norm: 0.5231 2020-07-22 15:25:18,647 - mmaction - INFO - Epoch [2][280/940] lr: 6.000e-01, eta: 3 days, 10:50:08, time: 1.036, data_time: 0.005, memory: 9444, top1_acc: 0.0609, top5_acc: 0.1793, loss_cls: 4.9900, loss: 4.9900, grad_norm: 0.5088 2020-07-22 15:25:36,156 - mmaction - INFO - Epoch [2][300/940] lr: 6.000e-01, eta: 3 days, 10:26:04, time: 0.878, data_time: 0.007, memory: 9444, top1_acc: 0.0607, top5_acc: 0.1826, loss_cls: 4.9576, loss: 4.9576, grad_norm: 0.5292 2020-07-22 15:25:54,539 - mmaction - INFO - Epoch [2][320/940] lr: 6.000e-01, eta: 3 days, 10:05:13, time: 0.917, data_time: 0.005, memory: 9444, top1_acc: 0.0633, top5_acc: 0.1928, loss_cls: 4.9413, loss: 4.9413, grad_norm: 0.5179 2020-07-22 15:26:14,959 - mmaction - INFO - Epoch [2][340/940] lr: 6.000e-01, eta: 3 days, 9:51:34, time: 1.022, data_time: 0.007, memory: 9444, top1_acc: 0.0598, top5_acc: 0.1859, loss_cls: 4.9474, loss: 4.9474, grad_norm: 0.5225 2020-07-22 15:26:34,825 - mmaction - INFO - Epoch [2][360/940] lr: 6.000e-01, eta: 3 days, 9:36:32, time: 0.993, data_time: 0.005, memory: 9444, top1_acc: 0.0605, top5_acc: 0.1844, loss_cls: 4.9424, loss: 4.9424, grad_norm: 0.5175 2020-07-22 15:26:53,120 - mmaction - INFO - Epoch [2][380/940] lr: 6.000e-01, eta: 3 days, 9:17:16, time: 0.916, data_time: 0.006, memory: 9444, top1_acc: 0.0662, top5_acc: 0.1939, loss_cls: 4.9196, loss: 4.9196, grad_norm: 0.5224 2020-07-22 15:27:14,246 - mmaction - INFO - Epoch [2][400/940] lr: 6.000e-01, eta: 3 days, 9:06:29, time: 1.048, data_time: 0.008, memory: 9444, top1_acc: 0.0711, top5_acc: 0.2025, loss_cls: 4.8862, loss: 4.8862, grad_norm: 0.5445 2020-07-22 15:27:31,897 - mmaction - INFO - Epoch [2][420/940] lr: 6.000e-01, eta: 3 days, 8:46:47, time: 0.891, data_time: 0.014, memory: 9444, top1_acc: 0.0643, top5_acc: 0.1988, loss_cls: 4.9154, loss: 4.9154, grad_norm: 0.5228 2020-07-22 15:27:53,983 - mmaction - INFO - Epoch [2][440/940] lr: 6.000e-01, eta: 3 days, 8:39:56, time: 1.104, data_time: 0.003, memory: 9444, top1_acc: 0.0643, top5_acc: 0.1984, loss_cls: 4.9069, loss: 4.9069, grad_norm: 0.5449 2020-07-22 15:28:15,100 - mmaction - INFO - Epoch [2][460/940] lr: 6.000e-01, eta: 3 days, 8:30:30, time: 1.055, data_time: 0.004, memory: 9444, top1_acc: 0.0592, top5_acc: 0.1977, loss_cls: 4.8943, loss: 4.8943, grad_norm: 0.5237 2020-07-22 15:28:32,229 - mmaction - INFO - Epoch [2][480/940] lr: 6.000e-01, eta: 3 days, 8:10:10, time: 0.857, data_time: 0.003, memory: 9444, top1_acc: 0.0734, top5_acc: 0.2059, loss_cls: 4.8488, loss: 4.8488, grad_norm: 0.5472 2020-07-22 15:28:52,508 - mmaction - INFO - Epoch [2][500/940] lr: 6.000e-01, eta: 3 days, 7:59:05, time: 1.014, data_time: 0.006, memory: 9444, top1_acc: 0.0725, top5_acc: 0.2051, loss_cls: 4.8720, loss: 4.8720, grad_norm: 0.5362 2020-07-22 15:29:10,553 - mmaction - INFO - Epoch [2][520/940] lr: 6.000e-01, eta: 3 days, 7:42:11, time: 0.902, data_time: 0.006, memory: 9444, top1_acc: 0.0676, top5_acc: 0.1902, loss_cls: 4.8932, loss: 4.8932, grad_norm: 0.5437 2020-07-22 15:29:30,934 - mmaction - INFO - Epoch [2][540/940] lr: 6.000e-01, eta: 3 days, 7:31:24, time: 1.007, data_time: 0.008, memory: 9444, top1_acc: 0.0689, top5_acc: 0.1994, loss_cls: 4.8799, loss: 4.8799, grad_norm: 0.5381 2020-07-22 15:29:50,306 - mmaction - INFO - Epoch [2][560/940] lr: 6.000e-01, eta: 3 days, 7:19:33, time: 0.981, data_time: 0.018, memory: 9444, top1_acc: 0.0744, top5_acc: 0.2076, loss_cls: 4.8641, loss: 4.8641, grad_norm: 0.5466 2020-07-22 15:30:08,318 - mmaction - INFO - Epoch [2][580/940] lr: 6.000e-01, eta: 3 days, 7:03:45, time: 0.900, data_time: 0.007, memory: 9444, top1_acc: 0.0719, top5_acc: 0.2135, loss_cls: 4.8405, loss: 4.8405, grad_norm: 0.5502 2020-07-22 15:30:26,362 - mmaction - INFO - Epoch [2][600/940] lr: 6.000e-01, eta: 3 days, 6:47:19, time: 0.881, data_time: 0.007, memory: 9444, top1_acc: 0.0691, top5_acc: 0.2064, loss_cls: 4.8508, loss: 4.8508, grad_norm: 0.5671 2020-07-22 15:30:50,891 - mmaction - INFO - Epoch [2][620/940] lr: 6.000e-01, eta: 3 days, 6:48:59, time: 1.227, data_time: 0.029, memory: 9444, top1_acc: 0.0686, top5_acc: 0.2051, loss_cls: 4.8502, loss: 4.8502, grad_norm: 0.5355 2020-07-22 15:31:09,455 - mmaction - INFO - Epoch [2][640/940] lr: 6.000e-01, eta: 3 days, 6:36:38, time: 0.950, data_time: 0.031, memory: 9444, top1_acc: 0.0754, top5_acc: 0.2184, loss_cls: 4.8578, loss: 4.8578, grad_norm: 0.5597 2020-07-22 15:31:27,560 - mmaction - INFO - Epoch [2][660/940] lr: 6.000e-01, eta: 3 days, 6:22:27, time: 0.907, data_time: 0.006, memory: 9444, top1_acc: 0.0705, top5_acc: 0.2172, loss_cls: 4.8082, loss: 4.8082, grad_norm: 0.5475 2020-07-22 15:31:45,850 - mmaction - INFO - Epoch [2][680/940] lr: 6.000e-01, eta: 3 days, 6:08:57, time: 0.914, data_time: 0.005, memory: 9444, top1_acc: 0.0807, top5_acc: 0.2168, loss_cls: 4.8224, loss: 4.8224, grad_norm: 0.5522 2020-07-22 15:32:07,539 - mmaction - INFO - Epoch [2][700/940] lr: 6.000e-01, eta: 3 days, 6:03:59, time: 1.083, data_time: 0.009, memory: 9444, top1_acc: 0.0738, top5_acc: 0.2178, loss_cls: 4.8127, loss: 4.8127, grad_norm: 0.5650 2020-07-22 15:32:25,087 - mmaction - INFO - Epoch [2][720/940] lr: 6.000e-01, eta: 3 days, 5:49:18, time: 0.878, data_time: 0.005, memory: 9444, top1_acc: 0.0721, top5_acc: 0.2143, loss_cls: 4.8574, loss: 4.8574, grad_norm: 0.5601 2020-07-22 15:32:42,938 - mmaction - INFO - Epoch [2][740/940] lr: 6.000e-01, eta: 3 days, 5:35:36, time: 0.892, data_time: 0.005, memory: 9444, top1_acc: 0.0793, top5_acc: 0.2195, loss_cls: 4.8148, loss: 4.8148, grad_norm: 0.5567 2020-07-22 15:33:04,563 - mmaction - INFO - Epoch [2][760/940] lr: 6.000e-01, eta: 3 days, 5:30:00, time: 1.058, data_time: 0.009, memory: 9444, top1_acc: 0.0887, top5_acc: 0.2322, loss_cls: 4.7595, loss: 4.7595, grad_norm: 0.5916 2020-07-22 15:33:22,946 - mmaction - INFO - Epoch [2][780/940] lr: 6.000e-01, eta: 3 days, 5:19:16, time: 0.944, data_time: 0.030, memory: 9444, top1_acc: 0.0830, top5_acc: 0.2301, loss_cls: 4.7853, loss: 4.7853, grad_norm: 0.5595 2020-07-22 15:33:40,845 - mmaction - INFO - Epoch [2][800/940] lr: 6.000e-01, eta: 3 days, 5:06:29, time: 0.894, data_time: 0.005, memory: 9444, top1_acc: 0.0805, top5_acc: 0.2275, loss_cls: 4.7862, loss: 4.7862, grad_norm: 0.5774 2020-07-22 15:34:01,125 - mmaction - INFO - Epoch [2][820/940] lr: 6.000e-01, eta: 3 days, 4:59:20, time: 1.013, data_time: 0.008, memory: 9444, top1_acc: 0.0854, top5_acc: 0.2316, loss_cls: 4.7945, loss: 4.7945, grad_norm: 0.5704 2020-07-22 15:34:20,734 - mmaction - INFO - Epoch [2][840/940] lr: 6.000e-01, eta: 3 days, 4:50:58, time: 0.982, data_time: 0.008, memory: 9444, top1_acc: 0.0791, top5_acc: 0.2275, loss_cls: 4.8015, loss: 4.8015, grad_norm: 0.5790 2020-07-22 15:34:37,290 - mmaction - INFO - Epoch [2][860/940] lr: 6.000e-01, eta: 3 days, 4:36:00, time: 0.829, data_time: 0.007, memory: 9444, top1_acc: 0.0814, top5_acc: 0.2281, loss_cls: 4.7948, loss: 4.7948, grad_norm: 0.5725 2020-07-22 15:34:56,925 - mmaction - INFO - Epoch [2][880/940] lr: 6.000e-01, eta: 3 days, 4:28:00, time: 0.981, data_time: 0.006, memory: 9444, top1_acc: 0.0752, top5_acc: 0.2301, loss_cls: 4.7672, loss: 4.7672, grad_norm: 0.5788 2020-07-22 15:35:18,613 - mmaction - INFO - Epoch [2][900/940] lr: 6.000e-01, eta: 3 days, 4:24:42, time: 1.085, data_time: 0.008, memory: 9444, top1_acc: 0.0748, top5_acc: 0.2281, loss_cls: 4.7811, loss: 4.7811, grad_norm: 0.5711 2020-07-22 15:35:36,875 - mmaction - INFO - Epoch [2][920/940] lr: 6.000e-01, eta: 3 days, 4:14:00, time: 0.911, data_time: 0.003, memory: 9444, top1_acc: 0.0793, top5_acc: 0.2275, loss_cls: 4.7613, loss: 4.7613, grad_norm: 0.5769 2020-07-22 15:35:56,337 - mmaction - INFO - Epoch [2][940/940] lr: 6.000e-01, eta: 3 days, 4:06:16, time: 0.976, data_time: 0.010, memory: 9444, top1_acc: 0.0759, top5_acc: 0.2319, loss_cls: 4.7793, loss: 4.7793, grad_norm: 0.5872 2020-07-22 15:41:55,740 - mmaction - INFO - Epoch [3][20/940] lr: 5.999e-01, eta: 3 days, 15:25:03, time: 17.363, data_time: 15.537, memory: 9444, top1_acc: 0.0873, top5_acc: 0.2416, loss_cls: 4.7360, loss: 4.7360, grad_norm: 0.5766 2020-07-22 15:42:12,997 - mmaction - INFO - Epoch [3][40/940] lr: 5.999e-01, eta: 3 days, 15:05:59, time: 0.869, data_time: 0.009, memory: 9444, top1_acc: 0.0814, top5_acc: 0.2275, loss_cls: 4.7571, loss: 4.7571, grad_norm: 0.5834 2020-07-22 15:42:32,522 - mmaction - INFO - Epoch [3][60/940] lr: 5.999e-01, eta: 3 days, 14:51:38, time: 0.974, data_time: 0.007, memory: 9444, top1_acc: 0.0844, top5_acc: 0.2326, loss_cls: 4.7286, loss: 4.7286, grad_norm: 0.5891 2020-07-22 15:42:50,706 - mmaction - INFO - Epoch [3][80/940] lr: 5.999e-01, eta: 3 days, 14:34:56, time: 0.910, data_time: 0.005, memory: 9444, top1_acc: 0.0848, top5_acc: 0.2398, loss_cls: 4.7133, loss: 4.7133, grad_norm: 0.5910 2020-07-22 15:43:08,453 - mmaction - INFO - Epoch [3][100/940] lr: 5.999e-01, eta: 3 days, 14:17:42, time: 0.888, data_time: 0.008, memory: 9444, top1_acc: 0.0834, top5_acc: 0.2254, loss_cls: 4.7458, loss: 4.7458, grad_norm: 0.5954 2020-07-22 15:43:29,333 - mmaction - INFO - Epoch [3][120/940] lr: 5.999e-01, eta: 3 days, 14:07:03, time: 1.045, data_time: 0.006, memory: 9444, top1_acc: 0.0900, top5_acc: 0.2437, loss_cls: 4.7053, loss: 4.7053, grad_norm: 0.5671 2020-07-22 15:43:43,549 - mmaction - INFO - Epoch [3][140/940] lr: 5.999e-01, eta: 3 days, 13:43:28, time: 0.711, data_time: 0.002, memory: 9444, top1_acc: 0.0809, top5_acc: 0.2361, loss_cls: 4.7183, loss: 4.7183, grad_norm: 0.5994 2020-07-22 15:44:04,302 - mmaction - INFO - Epoch [3][160/940] lr: 5.999e-01, eta: 3 days, 13:33:03, time: 1.037, data_time: 0.007, memory: 9444, top1_acc: 0.0873, top5_acc: 0.2498, loss_cls: 4.6669, loss: 4.6669, grad_norm: 0.5891 2020-07-22 15:44:22,721 - mmaction - INFO - Epoch [3][180/940] lr: 5.999e-01, eta: 3 days, 13:18:19, time: 0.920, data_time: 0.005, memory: 9444, top1_acc: 0.0895, top5_acc: 0.2508, loss_cls: 4.6665, loss: 4.6665, grad_norm: 0.6159 2020-07-22 15:44:43,169 - mmaction - INFO - Epoch [3][200/940] lr: 5.999e-01, eta: 3 days, 13:07:45, time: 1.022, data_time: 0.006, memory: 9444, top1_acc: 0.0887, top5_acc: 0.2488, loss_cls: 4.6480, loss: 4.6480, grad_norm: 0.6099 2020-07-22 15:45:02,369 - mmaction - INFO - Epoch [3][220/940] lr: 5.999e-01, eta: 3 days, 12:54:53, time: 0.956, data_time: 0.007, memory: 9444, top1_acc: 0.0828, top5_acc: 0.2414, loss_cls: 4.6820, loss: 4.6820, grad_norm: 0.5949 2020-07-22 15:45:23,965 - mmaction - INFO - Epoch [3][240/940] lr: 5.999e-01, eta: 3 days, 12:47:04, time: 1.085, data_time: 0.011, memory: 9444, top1_acc: 0.0871, top5_acc: 0.2453, loss_cls: 4.6932, loss: 4.6932, grad_norm: 0.6091 2020-07-22 15:45:41,620 - mmaction - INFO - Epoch [3][260/940] lr: 5.999e-01, eta: 3 days, 12:31:52, time: 0.882, data_time: 0.003, memory: 9444, top1_acc: 0.0969, top5_acc: 0.2484, loss_cls: 4.6831, loss: 4.6831, grad_norm: 0.6000 2020-07-22 15:45:58,916 - mmaction - INFO - Epoch [3][280/940] lr: 5.999e-01, eta: 3 days, 12:16:18, time: 0.864, data_time: 0.004, memory: 9444, top1_acc: 0.0850, top5_acc: 0.2492, loss_cls: 4.6343, loss: 4.6343, grad_norm: 0.6101 2020-07-22 15:46:17,775 - mmaction - INFO - Epoch [3][300/940] lr: 5.999e-01, eta: 3 days, 12:03:54, time: 0.944, data_time: 0.009, memory: 9444, top1_acc: 0.0918, top5_acc: 0.2582, loss_cls: 4.6346, loss: 4.6346, grad_norm: 0.6083 2020-07-22 15:46:35,683 - mmaction - INFO - Epoch [3][320/940] lr: 5.999e-01, eta: 3 days, 11:49:56, time: 0.894, data_time: 0.005, memory: 9444, top1_acc: 0.0926, top5_acc: 0.2482, loss_cls: 4.6608, loss: 4.6608, grad_norm: 0.6173 2020-07-22 15:46:54,628 - mmaction - INFO - Epoch [3][340/940] lr: 5.999e-01, eta: 3 days, 11:38:09, time: 0.949, data_time: 0.008, memory: 9444, top1_acc: 0.0951, top5_acc: 0.2611, loss_cls: 4.6372, loss: 4.6372, grad_norm: 0.6148 2020-07-22 15:47:11,991 - mmaction - INFO - Epoch [3][360/940] lr: 5.999e-01, eta: 3 days, 11:23:43, time: 0.868, data_time: 0.002, memory: 9444, top1_acc: 0.0918, top5_acc: 0.2537, loss_cls: 4.6586, loss: 4.6586, grad_norm: 0.6080 2020-07-22 15:47:29,983 - mmaction - INFO - Epoch [3][380/940] lr: 5.999e-01, eta: 3 days, 11:10:36, time: 0.898, data_time: 0.007, memory: 9444, top1_acc: 0.0906, top5_acc: 0.2572, loss_cls: 4.6259, loss: 4.6259, grad_norm: 0.6090 2020-07-22 15:47:45,773 - mmaction - INFO - Epoch [3][400/940] lr: 5.999e-01, eta: 3 days, 10:53:57, time: 0.790, data_time: 0.011, memory: 9444, top1_acc: 0.1008, top5_acc: 0.2666, loss_cls: 4.5698, loss: 4.5698, grad_norm: 0.6245 2020-07-22 15:48:08,206 - mmaction - INFO - Epoch [3][420/940] lr: 5.999e-01, eta: 3 days, 10:49:00, time: 1.121, data_time: 0.005, memory: 9444, top1_acc: 0.0949, top5_acc: 0.2504, loss_cls: 4.6444, loss: 4.6444, grad_norm: 0.6161 2020-07-22 15:48:25,754 - mmaction - INFO - Epoch [3][440/940] lr: 5.999e-01, eta: 3 days, 10:35:51, time: 0.879, data_time: 0.004, memory: 9444, top1_acc: 0.1074, top5_acc: 0.2689, loss_cls: 4.5477, loss: 4.5477, grad_norm: 0.6244 2020-07-22 15:48:44,261 - mmaction - INFO - Epoch [3][460/940] lr: 5.999e-01, eta: 3 days, 10:24:30, time: 0.926, data_time: 0.006, memory: 9444, top1_acc: 0.0975, top5_acc: 0.2605, loss_cls: 4.6008, loss: 4.6008, grad_norm: 0.6238 2020-07-22 15:49:02,725 - mmaction - INFO - Epoch [3][480/940] lr: 5.999e-01, eta: 3 days, 10:13:04, time: 0.918, data_time: 0.004, memory: 9444, top1_acc: 0.0994, top5_acc: 0.2664, loss_cls: 4.5955, loss: 4.5955, grad_norm: 0.6325 2020-07-22 15:49:23,198 - mmaction - INFO - Epoch [3][500/940] lr: 5.999e-01, eta: 3 days, 10:05:33, time: 1.029, data_time: 0.012, memory: 9444, top1_acc: 0.0875, top5_acc: 0.2461, loss_cls: 4.6691, loss: 4.6691, grad_norm: 0.6126 2020-07-22 15:49:40,515 - mmaction - INFO - Epoch [3][520/940] lr: 5.999e-01, eta: 3 days, 9:52:46, time: 0.867, data_time: 0.002, memory: 9444, top1_acc: 0.0971, top5_acc: 0.2635, loss_cls: 4.6230, loss: 4.6230, grad_norm: 0.6358 2020-07-22 15:49:57,491 - mmaction - INFO - Epoch [3][540/940] lr: 5.999e-01, eta: 3 days, 9:39:35, time: 0.848, data_time: 0.014, memory: 9444, top1_acc: 0.0982, top5_acc: 0.2613, loss_cls: 4.6101, loss: 4.6101, grad_norm: 0.6249 2020-07-22 15:50:21,330 - mmaction - INFO - Epoch [3][560/940] lr: 5.999e-01, eta: 3 days, 9:37:42, time: 1.189, data_time: 0.006, memory: 9444, top1_acc: 0.1045, top5_acc: 0.2684, loss_cls: 4.5692, loss: 4.5692, grad_norm: 0.6341 2020-07-22 15:50:40,252 - mmaction - INFO - Epoch [3][580/940] lr: 5.999e-01, eta: 3 days, 9:28:07, time: 0.950, data_time: 0.006, memory: 9444, top1_acc: 0.1061, top5_acc: 0.2719, loss_cls: 4.5597, loss: 4.5597, grad_norm: 0.6274 2020-07-22 15:50:59,942 - mmaction - INFO - Epoch [3][600/940] lr: 5.999e-01, eta: 3 days, 9:19:44, time: 0.982, data_time: 0.006, memory: 9444, top1_acc: 0.0967, top5_acc: 0.2703, loss_cls: 4.5880, loss: 4.5880, grad_norm: 0.6475 2020-07-22 15:51:17,334 - mmaction - INFO - Epoch [3][620/940] lr: 5.999e-01, eta: 3 days, 9:07:58, time: 0.872, data_time: 0.008, memory: 9444, top1_acc: 0.0986, top5_acc: 0.2691, loss_cls: 4.5915, loss: 4.5915, grad_norm: 0.6266 2020-07-22 15:51:39,405 - mmaction - INFO - Epoch [3][640/940] lr: 5.999e-01, eta: 3 days, 9:02:49, time: 1.076, data_time: 0.005, memory: 9444, top1_acc: 0.1029, top5_acc: 0.2691, loss_cls: 4.5841, loss: 4.5841, grad_norm: 0.6448 2020-07-22 15:52:00,130 - mmaction - INFO - Epoch [3][660/940] lr: 5.999e-01, eta: 3 days, 8:57:11, time: 1.058, data_time: 0.033, memory: 9444, top1_acc: 0.0977, top5_acc: 0.2705, loss_cls: 4.5534, loss: 4.5534, grad_norm: 0.6423 2020-07-22 15:52:19,078 - mmaction - INFO - Epoch [3][680/940] lr: 5.999e-01, eta: 3 days, 8:48:21, time: 0.952, data_time: 0.010, memory: 9444, top1_acc: 0.1006, top5_acc: 0.2711, loss_cls: 4.5718, loss: 4.5718, grad_norm: 0.6294 2020-07-22 15:52:40,369 - mmaction - INFO - Epoch [3][700/940] lr: 5.999e-01, eta: 3 days, 8:42:45, time: 1.053, data_time: 0.008, memory: 9444, top1_acc: 0.1055, top5_acc: 0.2818, loss_cls: 4.5141, loss: 4.5141, grad_norm: 0.6478 2020-07-22 15:52:56,988 - mmaction - INFO - Epoch [3][720/940] lr: 5.999e-01, eta: 3 days, 8:30:51, time: 0.844, data_time: 0.020, memory: 9444, top1_acc: 0.1041, top5_acc: 0.2723, loss_cls: 4.5777, loss: 4.5777, grad_norm: 0.6470 2020-07-22 15:53:20,070 - mmaction - INFO - Epoch [3][740/940] lr: 5.999e-01, eta: 3 days, 8:28:27, time: 1.152, data_time: 0.006, memory: 9444, top1_acc: 0.1023, top5_acc: 0.2654, loss_cls: 4.5729, loss: 4.5729, grad_norm: 0.6381 2020-07-22 15:53:35,802 - mmaction - INFO - Epoch [3][760/940] lr: 5.999e-01, eta: 3 days, 8:14:47, time: 0.776, data_time: 0.006, memory: 9444, top1_acc: 0.1029, top5_acc: 0.2701, loss_cls: 4.5400, loss: 4.5400, grad_norm: 0.6364 2020-07-22 15:53:54,007 - mmaction - INFO - Epoch [3][780/940] lr: 5.999e-01, eta: 3 days, 8:05:42, time: 0.923, data_time: 0.019, memory: 9444, top1_acc: 0.1080, top5_acc: 0.2713, loss_cls: 4.5354, loss: 4.5354, grad_norm: 0.6621 2020-07-22 15:54:13,600 - mmaction - INFO - Epoch [3][800/940] lr: 5.999e-01, eta: 3 days, 7:58:13, time: 0.973, data_time: 0.004, memory: 9444, top1_acc: 0.1117, top5_acc: 0.2762, loss_cls: 4.5246, loss: 4.5246, grad_norm: 0.6474 2020-07-22 15:54:37,851 - mmaction - INFO - Epoch [3][820/940] lr: 5.999e-01, eta: 3 days, 7:58:01, time: 1.217, data_time: 0.013, memory: 9444, top1_acc: 0.1029, top5_acc: 0.2693, loss_cls: 4.5777, loss: 4.5777, grad_norm: 0.6395 2020-07-22 15:54:57,896 - mmaction - INFO - Epoch [3][840/940] lr: 5.999e-01, eta: 3 days, 7:51:25, time: 0.997, data_time: 0.006, memory: 9444, top1_acc: 0.1031, top5_acc: 0.2803, loss_cls: 4.5233, loss: 4.5233, grad_norm: 0.6414 2020-07-22 15:55:17,083 - mmaction - INFO - Epoch [3][860/940] lr: 5.999e-01, eta: 3 days, 7:44:02, time: 0.967, data_time: 0.013, memory: 9444, top1_acc: 0.1000, top5_acc: 0.2623, loss_cls: 4.5725, loss: 4.5725, grad_norm: 0.6341 2020-07-22 15:55:33,488 - mmaction - INFO - Epoch [3][880/940] lr: 5.999e-01, eta: 3 days, 7:32:31, time: 0.820, data_time: 0.003, memory: 9444, top1_acc: 0.1152, top5_acc: 0.2936, loss_cls: 4.4798, loss: 4.4798, grad_norm: 0.6469 2020-07-22 15:55:53,078 - mmaction - INFO - Epoch [3][900/940] lr: 5.999e-01, eta: 3 days, 7:25:40, time: 0.978, data_time: 0.007, memory: 9444, top1_acc: 0.1111, top5_acc: 0.2877, loss_cls: 4.4767, loss: 4.4767, grad_norm: 0.6438 2020-07-22 15:56:08,935 - mmaction - INFO - Epoch [3][920/940] lr: 5.999e-01, eta: 3 days, 7:13:45, time: 0.795, data_time: 0.008, memory: 9444, top1_acc: 0.1117, top5_acc: 0.2912, loss_cls: 4.4780, loss: 4.4780, grad_norm: 0.6558 2020-07-22 15:56:28,478 - mmaction - INFO - Epoch [3][940/940] lr: 5.999e-01, eta: 3 days, 7:07:06, time: 0.977, data_time: 0.007, memory: 9444, top1_acc: 0.1161, top5_acc: 0.2890, loss_cls: 4.4689, loss: 4.4689, grad_norm: 0.6607 2020-07-22 15:59:36,246 - mmaction - INFO - Epoch [4][20/940] lr: 5.998e-01, eta: 3 days, 10:46:58, time: 9.089, data_time: 6.094, memory: 9444, top1_acc: 0.1076, top5_acc: 0.2791, loss_cls: 4.5063, loss: 4.5063, grad_norm: 0.6421 2020-07-22 15:59:53,299 - mmaction - INFO - Epoch [4][40/940] lr: 5.998e-01, eta: 3 days, 10:35:27, time: 0.853, data_time: 0.005, memory: 9444, top1_acc: 0.1133, top5_acc: 0.2840, loss_cls: 4.4924, loss: 4.4924, grad_norm: 0.6712 2020-07-22 16:00:14,213 - mmaction - INFO - Epoch [4][60/940] lr: 5.998e-01, eta: 3 days, 10:28:10, time: 1.001, data_time: 0.004, memory: 9444, top1_acc: 0.1107, top5_acc: 0.2891, loss_cls: 4.4735, loss: 4.4735, grad_norm: 0.6423 2020-07-22 16:00:41,059 - mmaction - INFO - Epoch [4][80/940] lr: 5.998e-01, eta: 3 days, 10:31:26, time: 1.383, data_time: 0.101, memory: 9444, top1_acc: 0.1105, top5_acc: 0.2869, loss_cls: 4.4928, loss: 4.4928, grad_norm: 0.6667 2020-07-22 16:00:55,939 - mmaction - INFO - Epoch [4][100/940] lr: 5.998e-01, eta: 3 days, 10:17:23, time: 0.747, data_time: 0.016, memory: 9444, top1_acc: 0.1170, top5_acc: 0.3006, loss_cls: 4.4614, loss: 4.4614, grad_norm: 0.6789 2020-07-22 16:01:16,650 - mmaction - INFO - Epoch [4][120/940] lr: 5.998e-01, eta: 3 days, 10:11:18, time: 1.036, data_time: 0.007, memory: 9444, top1_acc: 0.1086, top5_acc: 0.3080, loss_cls: 4.4597, loss: 4.4597, grad_norm: 0.6587 2020-07-22 16:01:33,404 - mmaction - INFO - Epoch [4][140/940] lr: 5.998e-01, eta: 3 days, 9:59:58, time: 0.836, data_time: 0.004, memory: 9444, top1_acc: 0.1121, top5_acc: 0.2846, loss_cls: 4.4802, loss: 4.4802, grad_norm: 0.6505 2020-07-22 16:01:49,040 - mmaction - INFO - Epoch [4][160/940] lr: 5.998e-01, eta: 3 days, 9:47:21, time: 0.783, data_time: 0.005, memory: 9444, top1_acc: 0.1100, top5_acc: 0.2941, loss_cls: 4.4686, loss: 4.4686, grad_norm: 0.6712 2020-07-22 16:02:10,069 - mmaction - INFO - Epoch [4][180/940] lr: 5.998e-01, eta: 3 days, 9:41:55, time: 1.049, data_time: 0.007, memory: 9444, top1_acc: 0.1201, top5_acc: 0.3057, loss_cls: 4.4084, loss: 4.4084, grad_norm: 0.6552 2020-07-22 16:02:25,705 - mmaction - INFO - Epoch [4][200/940] lr: 5.998e-01, eta: 3 days, 9:29:35, time: 0.783, data_time: 0.006, memory: 9444, top1_acc: 0.1080, top5_acc: 0.2887, loss_cls: 4.4944, loss: 4.4944, grad_norm: 0.6505 2020-07-22 16:02:47,782 - mmaction - INFO - Epoch [4][220/940] lr: 5.998e-01, eta: 3 days, 9:25:24, time: 1.090, data_time: 0.007, memory: 9444, top1_acc: 0.1213, top5_acc: 0.2994, loss_cls: 4.4477, loss: 4.4477, grad_norm: 0.6619 2020-07-22 16:03:05,914 - mmaction - INFO - Epoch [4][240/940] lr: 5.998e-01, eta: 3 days, 9:16:55, time: 0.922, data_time: 0.022, memory: 9444, top1_acc: 0.1164, top5_acc: 0.2979, loss_cls: 4.4433, loss: 4.4433, grad_norm: 0.6726 2020-07-22 16:03:25,828 - mmaction - INFO - Epoch [4][260/940] lr: 5.998e-01, eta: 3 days, 9:10:23, time: 0.994, data_time: 0.006, memory: 9444, top1_acc: 0.1209, top5_acc: 0.2998, loss_cls: 4.3976, loss: 4.3976, grad_norm: 0.6617 2020-07-22 16:03:43,214 - mmaction - INFO - Epoch [4][280/940] lr: 5.998e-01, eta: 3 days, 9:00:47, time: 0.870, data_time: 0.005, memory: 9444, top1_acc: 0.1266, top5_acc: 0.3088, loss_cls: 4.4273, loss: 4.4273, grad_norm: 0.6596 2020-07-22 16:04:00,780 - mmaction - INFO - Epoch [4][300/940] lr: 5.998e-01, eta: 3 days, 8:51:26, time: 0.876, data_time: 0.007, memory: 9444, top1_acc: 0.1182, top5_acc: 0.2904, loss_cls: 4.4477, loss: 4.4477, grad_norm: 0.6795 2020-07-22 16:04:21,791 - mmaction - INFO - Epoch [4][320/940] lr: 5.998e-01, eta: 3 days, 8:46:41, time: 1.053, data_time: 0.008, memory: 9444, top1_acc: 0.1213, top5_acc: 0.3084, loss_cls: 4.4367, loss: 4.4367, grad_norm: 0.6742 2020-07-22 16:04:40,758 - mmaction - INFO - Epoch [4][340/940] lr: 5.998e-01, eta: 3 days, 8:39:22, time: 0.949, data_time: 0.012, memory: 9444, top1_acc: 0.1137, top5_acc: 0.3000, loss_cls: 4.4378, loss: 4.4378, grad_norm: 0.6567 2020-07-22 16:04:59,873 - mmaction - INFO - Epoch [4][360/940] lr: 5.998e-01, eta: 3 days, 8:32:20, time: 0.957, data_time: 0.007, memory: 9444, top1_acc: 0.1180, top5_acc: 0.3061, loss_cls: 4.4162, loss: 4.4162, grad_norm: 0.6750 2020-07-22 16:05:17,247 - mmaction - INFO - Epoch [4][380/940] lr: 5.998e-01, eta: 3 days, 8:23:13, time: 0.869, data_time: 0.004, memory: 9444, top1_acc: 0.1193, top5_acc: 0.3000, loss_cls: 4.4139, loss: 4.4139, grad_norm: 0.6680 2020-07-22 16:05:37,237 - mmaction - INFO - Epoch [4][400/940] lr: 5.998e-01, eta: 3 days, 8:17:24, time: 0.999, data_time: 0.003, memory: 9444, top1_acc: 0.1207, top5_acc: 0.3035, loss_cls: 4.4188, loss: 4.4188, grad_norm: 0.6844 2020-07-22 16:05:54,783 - mmaction - INFO - Epoch [4][420/940] lr: 5.998e-01, eta: 3 days, 8:08:43, time: 0.878, data_time: 0.004, memory: 9444, top1_acc: 0.1199, top5_acc: 0.3088, loss_cls: 4.4004, loss: 4.4004, grad_norm: 0.6595 2020-07-22 16:06:14,658 - mmaction - INFO - Epoch [4][440/940] lr: 5.998e-01, eta: 3 days, 8:02:53, time: 0.992, data_time: 0.010, memory: 9444, top1_acc: 0.1186, top5_acc: 0.3043, loss_cls: 4.3934, loss: 4.3934, grad_norm: 0.6860 2020-07-22 16:06:32,553 - mmaction - INFO - Epoch [4][460/940] lr: 5.998e-01, eta: 3 days, 7:54:50, time: 0.897, data_time: 0.008, memory: 9444, top1_acc: 0.1164, top5_acc: 0.3010, loss_cls: 4.4136, loss: 4.4136, grad_norm: 0.6733 2020-07-22 16:06:53,795 - mmaction - INFO - Epoch [4][480/940] lr: 5.998e-01, eta: 3 days, 7:50:48, time: 1.061, data_time: 0.008, memory: 9444, top1_acc: 0.1184, top5_acc: 0.3076, loss_cls: 4.4225, loss: 4.4225, grad_norm: 0.6899 2020-07-22 16:07:09,846 - mmaction - INFO - Epoch [4][500/940] lr: 5.998e-01, eta: 3 days, 7:40:41, time: 0.804, data_time: 0.007, memory: 9444, top1_acc: 0.1123, top5_acc: 0.3016, loss_cls: 4.4511, loss: 4.4511, grad_norm: 0.6799 2020-07-22 16:07:28,986 - mmaction - INFO - Epoch [4][520/940] lr: 5.998e-01, eta: 3 days, 7:34:19, time: 0.957, data_time: 0.006, memory: 9444, top1_acc: 0.1262, top5_acc: 0.3066, loss_cls: 4.4092, loss: 4.4092, grad_norm: 0.6596 2020-07-22 16:07:45,832 - mmaction - INFO - Epoch [4][540/940] lr: 5.998e-01, eta: 3 days, 7:25:19, time: 0.842, data_time: 0.004, memory: 9444, top1_acc: 0.1262, top5_acc: 0.2949, loss_cls: 4.4485, loss: 4.4485, grad_norm: 0.6713 2020-07-22 16:08:01,757 - mmaction - INFO - Epoch [4][560/940] lr: 5.998e-01, eta: 3 days, 7:15:22, time: 0.797, data_time: 0.005, memory: 9444, top1_acc: 0.1143, top5_acc: 0.3074, loss_cls: 4.4238, loss: 4.4238, grad_norm: 0.6907 2020-07-22 16:08:23,630 - mmaction - INFO - Epoch [4][580/940] lr: 5.998e-01, eta: 3 days, 7:12:16, time: 1.087, data_time: 0.006, memory: 9444, top1_acc: 0.1219, top5_acc: 0.3066, loss_cls: 4.4258, loss: 4.4258, grad_norm: 0.6906 2020-07-22 16:08:42,390 - mmaction - INFO - Epoch [4][600/940] lr: 5.998e-01, eta: 3 days, 7:05:56, time: 0.945, data_time: 0.011, memory: 9444, top1_acc: 0.1182, top5_acc: 0.3018, loss_cls: 4.3885, loss: 4.3885, grad_norm: 0.6656 2020-07-22 16:09:03,190 - mmaction - INFO - Epoch [4][620/940] lr: 5.998e-01, eta: 3 days, 7:01:35, time: 1.029, data_time: 0.007, memory: 9444, top1_acc: 0.1252, top5_acc: 0.3166, loss_cls: 4.3769, loss: 4.3769, grad_norm: 0.6893 2020-07-22 16:09:20,188 - mmaction - INFO - Epoch [4][640/940] lr: 5.998e-01, eta: 3 days, 6:53:28, time: 0.862, data_time: 0.017, memory: 9444, top1_acc: 0.1193, top5_acc: 0.2973, loss_cls: 4.4110, loss: 4.4110, grad_norm: 0.6829 2020-07-22 16:09:40,457 - mmaction - INFO - Epoch [4][660/940] lr: 5.998e-01, eta: 3 days, 6:48:51, time: 1.012, data_time: 0.003, memory: 9444, top1_acc: 0.1182, top5_acc: 0.3146, loss_cls: 4.3832, loss: 4.3832, grad_norm: 0.6709 2020-07-22 16:09:56,880 - mmaction - INFO - Epoch [4][680/940] lr: 5.998e-01, eta: 3 days, 6:39:59, time: 0.821, data_time: 0.028, memory: 9444, top1_acc: 0.1197, top5_acc: 0.3127, loss_cls: 4.3614, loss: 4.3614, grad_norm: 0.6885 2020-07-22 16:10:19,123 - mmaction - INFO - Epoch [4][700/940] lr: 5.998e-01, eta: 3 days, 6:37:44, time: 1.111, data_time: 0.007, memory: 9444, top1_acc: 0.1248, top5_acc: 0.3102, loss_cls: 4.3574, loss: 4.3574, grad_norm: 0.6889 2020-07-22 16:10:36,353 - mmaction - INFO - Epoch [4][720/940] lr: 5.998e-01, eta: 3 days, 6:29:55, time: 0.862, data_time: 0.006, memory: 9444, top1_acc: 0.1254, top5_acc: 0.3135, loss_cls: 4.3691, loss: 4.3691, grad_norm: 0.6954 2020-07-22 16:10:58,098 - mmaction - INFO - Epoch [4][740/940] lr: 5.998e-01, eta: 3 days, 6:27:12, time: 1.088, data_time: 0.006, memory: 9444, top1_acc: 0.1229, top5_acc: 0.3059, loss_cls: 4.4014, loss: 4.4014, grad_norm: 0.6870 2020-07-22 16:11:15,514 - mmaction - INFO - Epoch [4][760/940] lr: 5.998e-01, eta: 3 days, 6:19:43, time: 0.870, data_time: 0.003, memory: 9444, top1_acc: 0.1215, top5_acc: 0.3119, loss_cls: 4.3798, loss: 4.3798, grad_norm: 0.6879 2020-07-22 16:11:36,136 - mmaction - INFO - Epoch [4][780/940] lr: 5.998e-01, eta: 3 days, 6:15:52, time: 1.032, data_time: 0.007, memory: 9444, top1_acc: 0.1184, top5_acc: 0.3178, loss_cls: 4.3826, loss: 4.3826, grad_norm: 0.6925 2020-07-22 16:11:53,852 - mmaction - INFO - Epoch [4][800/940] lr: 5.998e-01, eta: 3 days, 6:08:51, time: 0.885, data_time: 0.002, memory: 9444, top1_acc: 0.1205, top5_acc: 0.3066, loss_cls: 4.4055, loss: 4.4055, grad_norm: 0.6766 2020-07-22 16:12:10,618 - mmaction - INFO - Epoch [4][820/940] lr: 5.998e-01, eta: 3 days, 6:00:54, time: 0.839, data_time: 0.006, memory: 9444, top1_acc: 0.1262, top5_acc: 0.3174, loss_cls: 4.3498, loss: 4.3498, grad_norm: 0.6846 2020-07-22 16:12:32,714 - mmaction - INFO - Epoch [4][840/940] lr: 5.998e-01, eta: 3 days, 5:58:46, time: 1.105, data_time: 0.006, memory: 9444, top1_acc: 0.1260, top5_acc: 0.3170, loss_cls: 4.3751, loss: 4.3751, grad_norm: 0.7011 2020-07-22 16:12:49,665 - mmaction - INFO - Epoch [4][860/940] lr: 5.998e-01, eta: 3 days, 5:51:09, time: 0.848, data_time: 0.003, memory: 9444, top1_acc: 0.1270, top5_acc: 0.3164, loss_cls: 4.3822, loss: 4.3822, grad_norm: 0.6870 2020-07-22 16:13:06,476 - mmaction - INFO - Epoch [4][880/940] lr: 5.998e-01, eta: 3 days, 5:43:23, time: 0.837, data_time: 0.005, memory: 9444, top1_acc: 0.1371, top5_acc: 0.3311, loss_cls: 4.3211, loss: 4.3211, grad_norm: 0.6838 2020-07-22 16:13:24,900 - mmaction - INFO - Epoch [4][900/940] lr: 5.998e-01, eta: 3 days, 5:37:31, time: 0.923, data_time: 0.010, memory: 9444, top1_acc: 0.1313, top5_acc: 0.3229, loss_cls: 4.3293, loss: 4.3293, grad_norm: 0.6937 2020-07-22 16:13:41,518 - mmaction - INFO - Epoch [4][920/940] lr: 5.998e-01, eta: 3 days, 5:29:47, time: 0.832, data_time: 0.007, memory: 9444, top1_acc: 0.1283, top5_acc: 0.3158, loss_cls: 4.3413, loss: 4.3413, grad_norm: 0.6947 2020-07-22 16:13:58,673 - mmaction - INFO - Epoch [4][940/940] lr: 5.998e-01, eta: 3 days, 5:22:40, time: 0.857, data_time: 0.005, memory: 9444, top1_acc: 0.1358, top5_acc: 0.3159, loss_cls: 4.3589, loss: 4.3589, grad_norm: 0.7087 2020-07-22 16:14:06,792 - mmaction - INFO - Saving checkpoint at 4 epochs 2020-07-22 16:17:16,763 - mmaction - INFO - Epoch [5][20/940] lr: 5.996e-01, eta: 3 days, 8:15:10, time: 9.453, data_time: 6.928, memory: 9444, top1_acc: 0.1318, top5_acc: 0.3156, loss_cls: 4.3508, loss: 4.3508, grad_norm: 0.7013 2020-07-22 16:17:35,887 - mmaction - INFO - Epoch [5][40/940] lr: 5.996e-01, eta: 3 days, 8:09:20, time: 0.959, data_time: 0.008, memory: 9444, top1_acc: 0.1338, top5_acc: 0.3281, loss_cls: 4.2944, loss: 4.2944, grad_norm: 0.6931 2020-07-22 16:17:52,757 - mmaction - INFO - Epoch [5][60/940] lr: 5.996e-01, eta: 3 days, 8:01:11, time: 0.844, data_time: 0.003, memory: 9444, top1_acc: 0.1297, top5_acc: 0.3266, loss_cls: 4.3250, loss: 4.3250, grad_norm: 0.6968 2020-07-22 16:18:10,812 - mmaction - INFO - Epoch [5][80/940] lr: 5.996e-01, eta: 3 days, 7:54:18, time: 0.901, data_time: 0.002, memory: 9444, top1_acc: 0.1293, top5_acc: 0.3182, loss_cls: 4.3338, loss: 4.3338, grad_norm: 0.6871 2020-07-22 16:18:28,809 - mmaction - INFO - Epoch [5][100/940] lr: 5.996e-01, eta: 3 days, 7:47:29, time: 0.901, data_time: 0.007, memory: 9444, top1_acc: 0.1398, top5_acc: 0.3373, loss_cls: 4.2696, loss: 4.2696, grad_norm: 0.7072 2020-07-22 16:18:48,959 - mmaction - INFO - Epoch [5][120/940] lr: 5.996e-01, eta: 3 days, 7:42:34, time: 0.991, data_time: 0.018, memory: 9444, top1_acc: 0.1314, top5_acc: 0.3271, loss_cls: 4.3092, loss: 4.3092, grad_norm: 0.6931 2020-07-22 16:19:08,597 - mmaction - INFO - Epoch [5][140/940] lr: 5.996e-01, eta: 3 days, 7:37:31, time: 0.983, data_time: 0.022, memory: 9444, top1_acc: 0.1291, top5_acc: 0.3215, loss_cls: 4.3335, loss: 4.3335, grad_norm: 0.7062 2020-07-22 16:19:25,566 - mmaction - INFO - Epoch [5][160/940] lr: 5.996e-01, eta: 3 days, 7:30:07, time: 0.863, data_time: 0.023, memory: 9444, top1_acc: 0.1404, top5_acc: 0.3320, loss_cls: 4.3257, loss: 4.3257, grad_norm: 0.7151 2020-07-22 16:19:47,253 - mmaction - INFO - Epoch [5][180/940] lr: 5.996e-01, eta: 3 days, 7:26:55, time: 1.070, data_time: 0.017, memory: 9444, top1_acc: 0.1426, top5_acc: 0.3342, loss_cls: 4.2816, loss: 4.2816, grad_norm: 0.7109 2020-07-22 16:20:06,326 - mmaction - INFO - Epoch [5][200/940] lr: 5.996e-01, eta: 3 days, 7:21:44, time: 0.968, data_time: 0.021, memory: 9444, top1_acc: 0.1383, top5_acc: 0.3277, loss_cls: 4.2761, loss: 4.2761, grad_norm: 0.6995 2020-07-22 16:20:22,082 - mmaction - INFO - Epoch [5][220/940] lr: 5.996e-01, eta: 3 days, 7:13:02, time: 0.789, data_time: 0.006, memory: 9444, top1_acc: 0.1338, top5_acc: 0.3277, loss_cls: 4.3096, loss: 4.3096, grad_norm: 0.6985 2020-07-22 16:20:44,248 - mmaction - INFO - Epoch [5][240/940] lr: 5.996e-01, eta: 3 days, 7:10:44, time: 1.109, data_time: 0.006, memory: 9444, top1_acc: 0.1404, top5_acc: 0.3439, loss_cls: 4.2586, loss: 4.2586, grad_norm: 0.7023 2020-07-22 16:21:00,615 - mmaction - INFO - Epoch [5][260/940] lr: 5.996e-01, eta: 3 days, 7:02:45, time: 0.818, data_time: 0.002, memory: 9444, top1_acc: 0.1385, top5_acc: 0.3326, loss_cls: 4.3030, loss: 4.3030, grad_norm: 0.7024 2020-07-22 16:21:18,357 - mmaction - INFO - Epoch [5][280/940] lr: 5.996e-01, eta: 3 days, 6:56:11, time: 0.887, data_time: 0.004, memory: 9444, top1_acc: 0.1357, top5_acc: 0.3299, loss_cls: 4.2954, loss: 4.2954, grad_norm: 0.7021 2020-07-22 16:21:35,965 - mmaction - INFO - Epoch [5][300/940] lr: 5.996e-01, eta: 3 days, 6:49:33, time: 0.880, data_time: 0.006, memory: 9444, top1_acc: 0.1451, top5_acc: 0.3455, loss_cls: 4.2264, loss: 4.2264, grad_norm: 0.6962 2020-07-22 16:21:54,960 - mmaction - INFO - Epoch [5][320/940] lr: 5.996e-01, eta: 3 days, 6:44:17, time: 0.948, data_time: 0.006, memory: 9444, top1_acc: 0.1385, top5_acc: 0.3387, loss_cls: 4.2855, loss: 4.2855, grad_norm: 0.7027 2020-07-22 16:22:14,488 - mmaction - INFO - Epoch [5][340/940] lr: 5.996e-01, eta: 3 days, 6:39:40, time: 0.979, data_time: 0.008, memory: 9444, top1_acc: 0.1350, top5_acc: 0.3377, loss_cls: 4.2617, loss: 4.2617, grad_norm: 0.7084 2020-07-22 16:22:30,672 - mmaction - INFO - Epoch [5][360/940] lr: 5.996e-01, eta: 3 days, 6:31:50, time: 0.809, data_time: 0.003, memory: 9444, top1_acc: 0.1377, top5_acc: 0.3291, loss_cls: 4.2795, loss: 4.2795, grad_norm: 0.7068 2020-07-22 16:22:49,243 - mmaction - INFO - Epoch [5][380/940] lr: 5.996e-01, eta: 3 days, 6:26:19, time: 0.926, data_time: 0.003, memory: 9444, top1_acc: 0.1420, top5_acc: 0.3354, loss_cls: 4.2634, loss: 4.2634, grad_norm: 0.7157 2020-07-22 16:23:08,479 - mmaction - INFO - Epoch [5][400/940] lr: 5.996e-01, eta: 3 days, 6:21:33, time: 0.963, data_time: 0.010, memory: 9444, top1_acc: 0.1359, top5_acc: 0.3383, loss_cls: 4.2771, loss: 4.2771, grad_norm: 0.7118 2020-07-22 16:23:27,696 - mmaction - INFO - Epoch [5][420/940] lr: 5.996e-01, eta: 3 days, 6:16:27, time: 0.943, data_time: 0.008, memory: 9444, top1_acc: 0.1334, top5_acc: 0.3207, loss_cls: 4.2845, loss: 4.2845, grad_norm: 0.7017 2020-07-22 16:23:44,293 - mmaction - INFO - Epoch [5][440/940] lr: 5.996e-01, eta: 3 days, 6:09:36, time: 0.848, data_time: 0.025, memory: 9444, top1_acc: 0.1303, top5_acc: 0.3248, loss_cls: 4.3130, loss: 4.3130, grad_norm: 0.7101 2020-07-22 16:24:07,363 - mmaction - INFO - Epoch [5][460/940] lr: 5.996e-01, eta: 3 days, 6:08:26, time: 1.149, data_time: 0.005, memory: 9444, top1_acc: 0.1361, top5_acc: 0.3311, loss_cls: 4.2901, loss: 4.2901, grad_norm: 0.7087 2020-07-22 16:24:27,792 - mmaction - INFO - Epoch [5][480/940] lr: 5.996e-01, eta: 3 days, 6:04:59, time: 1.026, data_time: 0.009, memory: 9444, top1_acc: 0.1377, top5_acc: 0.3402, loss_cls: 4.2523, loss: 4.2523, grad_norm: 0.7260 2020-07-22 16:26:31,913 - mmaction - INFO - Epoch [5][500/940] lr: 5.996e-01, eta: 3 days, 7:37:11, time: 6.195, data_time: 0.003, memory: 9444, top1_acc: 0.1412, top5_acc: 0.3422, loss_cls: 4.2759, loss: 4.2759, grad_norm: 0.7114 2020-07-22 16:26:51,302 - mmaction - INFO - Epoch [5][520/940] lr: 5.996e-01, eta: 3 days, 7:32:30, time: 0.981, data_time: 0.017, memory: 9444, top1_acc: 0.1369, top5_acc: 0.3275, loss_cls: 4.3316, loss: 4.3316, grad_norm: 0.7036 2020-07-22 16:27:09,760 - mmaction - INFO - Epoch [5][540/940] lr: 5.996e-01, eta: 3 days, 7:26:49, time: 0.923, data_time: 0.005, memory: 9444, top1_acc: 0.1313, top5_acc: 0.3367, loss_cls: 4.2887, loss: 4.2887, grad_norm: 0.7079 2020-07-22 16:27:29,445 - mmaction - INFO - Epoch [5][560/940] lr: 5.996e-01, eta: 3 days, 7:21:52, time: 0.961, data_time: 0.004, memory: 9444, top1_acc: 0.1430, top5_acc: 0.3469, loss_cls: 4.2327, loss: 4.2327, grad_norm: 0.7237 2020-07-22 16:27:49,174 - mmaction - INFO - Epoch [5][580/940] lr: 5.996e-01, eta: 3 days, 7:17:49, time: 1.008, data_time: 0.032, memory: 9444, top1_acc: 0.1469, top5_acc: 0.3398, loss_cls: 4.2586, loss: 4.2586, grad_norm: 0.7084 2020-07-22 16:28:08,101 - mmaction - INFO - Epoch [5][600/940] lr: 5.996e-01, eta: 3 days, 7:12:43, time: 0.948, data_time: 0.006, memory: 9444, top1_acc: 0.1330, top5_acc: 0.3266, loss_cls: 4.2933, loss: 4.2933, grad_norm: 0.7080 2020-07-22 16:28:26,628 - mmaction - INFO - Epoch [5][620/940] lr: 5.996e-01, eta: 3 days, 7:07:09, time: 0.920, data_time: 0.005, memory: 9444, top1_acc: 0.1527, top5_acc: 0.3613, loss_cls: 4.1779, loss: 4.1779, grad_norm: 0.7183 2020-07-22 16:28:44,650 - mmaction - INFO - Epoch [5][640/940] lr: 5.996e-01, eta: 3 days, 7:01:25, time: 0.908, data_time: 0.019, memory: 9444, top1_acc: 0.1432, top5_acc: 0.3406, loss_cls: 4.2431, loss: 4.2431, grad_norm: 0.7203 2020-07-22 16:29:05,961 - mmaction - INFO - Epoch [5][660/940] lr: 5.996e-01, eta: 3 days, 6:58:33, time: 1.065, data_time: 0.004, memory: 9444, top1_acc: 0.1475, top5_acc: 0.3451, loss_cls: 4.2240, loss: 4.2240, grad_norm: 0.7244 2020-07-22 16:29:22,951 - mmaction - INFO - Epoch [5][680/940] lr: 5.996e-01, eta: 3 days, 6:51:52, time: 0.850, data_time: 0.005, memory: 9444, top1_acc: 0.1461, top5_acc: 0.3383, loss_cls: 4.2462, loss: 4.2462, grad_norm: 0.7206 2020-07-22 16:29:44,013 - mmaction - INFO - Epoch [5][700/940] lr: 5.996e-01, eta: 3 days, 6:48:42, time: 1.045, data_time: 0.006, memory: 9444, top1_acc: 0.1436, top5_acc: 0.3400, loss_cls: 4.2791, loss: 4.2791, grad_norm: 0.7038 2020-07-22 16:30:01,614 - mmaction - INFO - Epoch [5][720/940] lr: 5.996e-01, eta: 3 days, 6:42:48, time: 0.889, data_time: 0.012, memory: 9444, top1_acc: 0.1441, top5_acc: 0.3393, loss_cls: 4.2451, loss: 4.2451, grad_norm: 0.7194 2020-07-22 16:30:18,262 - mmaction - INFO - Epoch [5][740/940] lr: 5.996e-01, eta: 3 days, 6:35:57, time: 0.831, data_time: 0.004, memory: 9444, top1_acc: 0.1451, top5_acc: 0.3469, loss_cls: 4.2483, loss: 4.2483, grad_norm: 0.7238 2020-07-22 16:30:38,485 - mmaction - INFO - Epoch [5][760/940] lr: 5.996e-01, eta: 3 days, 6:32:19, time: 1.012, data_time: 0.008, memory: 9444, top1_acc: 0.1455, top5_acc: 0.3441, loss_cls: 4.2647, loss: 4.2647, grad_norm: 0.7167 2020-07-22 16:30:56,173 - mmaction - INFO - Epoch [5][780/940] lr: 5.996e-01, eta: 3 days, 6:26:28, time: 0.883, data_time: 0.004, memory: 9444, top1_acc: 0.1439, top5_acc: 0.3424, loss_cls: 4.2573, loss: 4.2573, grad_norm: 0.7385 2020-07-22 16:31:12,290 - mmaction - INFO - Epoch [5][800/940] lr: 5.996e-01, eta: 3 days, 6:19:21, time: 0.807, data_time: 0.074, memory: 9444, top1_acc: 0.1395, top5_acc: 0.3379, loss_cls: 4.2513, loss: 4.2513, grad_norm: 0.7199 2020-07-22 16:31:32,416 - mmaction - INFO - Epoch [5][820/940] lr: 5.996e-01, eta: 3 days, 6:15:39, time: 1.002, data_time: 0.007, memory: 9444, top1_acc: 0.1406, top5_acc: 0.3389, loss_cls: 4.2418, loss: 4.2418, grad_norm: 0.7239 2020-07-22 16:31:53,548 - mmaction - INFO - Epoch [5][840/940] lr: 5.996e-01, eta: 3 days, 6:12:58, time: 1.060, data_time: 0.008, memory: 9444, top1_acc: 0.1455, top5_acc: 0.3516, loss_cls: 4.1731, loss: 4.1731, grad_norm: 0.7281 2020-07-22 16:32:09,629 - mmaction - INFO - Epoch [5][860/940] lr: 5.996e-01, eta: 3 days, 6:05:57, time: 0.805, data_time: 0.004, memory: 9444, top1_acc: 0.1426, top5_acc: 0.3443, loss_cls: 4.2497, loss: 4.2497, grad_norm: 0.7333 2020-07-22 16:32:27,962 - mmaction - INFO - Epoch [5][880/940] lr: 5.996e-01, eta: 3 days, 6:00:54, time: 0.917, data_time: 0.004, memory: 9444, top1_acc: 0.1406, top5_acc: 0.3467, loss_cls: 4.2091, loss: 4.2091, grad_norm: 0.7275 2020-07-22 16:32:46,134 - mmaction - INFO - Epoch [5][900/940] lr: 5.996e-01, eta: 3 days, 5:55:45, time: 0.908, data_time: 0.008, memory: 9444, top1_acc: 0.1342, top5_acc: 0.3443, loss_cls: 4.2549, loss: 4.2549, grad_norm: 0.7222 2020-07-22 16:33:03,195 - mmaction - INFO - Epoch [5][920/940] lr: 5.996e-01, eta: 3 days, 5:49:44, time: 0.854, data_time: 0.008, memory: 9444, top1_acc: 0.1406, top5_acc: 0.3316, loss_cls: 4.2597, loss: 4.2597, grad_norm: 0.7215 2020-07-22 16:33:22,279 - mmaction - INFO - Epoch [5][940/940] lr: 5.996e-01, eta: 3 days, 5:45:25, time: 0.954, data_time: 0.002, memory: 9444, top1_acc: 0.1416, top5_acc: 0.3509, loss_cls: 4.2367, loss: 4.2367, grad_norm: 0.7335 2020-07-22 16:36:18,270 - mmaction - INFO - Epoch [6][20/940] lr: 5.994e-01, eta: 3 days, 7:43:49, time: 8.316, data_time: 5.906, memory: 9444, top1_acc: 0.1451, top5_acc: 0.3590, loss_cls: 4.2025, loss: 4.2025, grad_norm: 0.7122 2020-07-22 16:36:37,847 - mmaction - INFO - Epoch [6][40/940] lr: 5.994e-01, eta: 3 days, 7:39:48, time: 0.999, data_time: 0.026, memory: 9444, top1_acc: 0.1432, top5_acc: 0.3439, loss_cls: 4.2356, loss: 4.2356, grad_norm: 0.7368 2020-07-22 16:36:54,740 - mmaction - INFO - Epoch [6][60/940] lr: 5.994e-01, eta: 3 days, 7:33:15, time: 0.844, data_time: 0.003, memory: 9444, top1_acc: 0.1430, top5_acc: 0.3488, loss_cls: 4.2208, loss: 4.2208, grad_norm: 0.7348 2020-07-22 16:37:13,132 - mmaction - INFO - Epoch [6][80/940] lr: 5.994e-01, eta: 3 days, 7:28:01, time: 0.921, data_time: 0.008, memory: 9444, top1_acc: 0.1516, top5_acc: 0.3543, loss_cls: 4.1803, loss: 4.1803, grad_norm: 0.7247 2020-07-22 16:37:29,460 - mmaction - INFO - Epoch [6][100/940] lr: 5.994e-01, eta: 3 days, 7:21:06, time: 0.815, data_time: 0.004, memory: 9444, top1_acc: 0.1508, top5_acc: 0.3705, loss_cls: 4.1494, loss: 4.1494, grad_norm: 0.7491 2020-07-22 16:37:48,378 - mmaction - INFO - Epoch [6][120/940] lr: 5.994e-01, eta: 3 days, 7:16:15, time: 0.938, data_time: 0.007, memory: 9444, top1_acc: 0.1525, top5_acc: 0.3551, loss_cls: 4.1915, loss: 4.1915, grad_norm: 0.7250 2020-07-22 16:38:10,176 - mmaction - INFO - Epoch [6][140/940] lr: 5.994e-01, eta: 3 days, 7:14:01, time: 1.098, data_time: 0.013, memory: 9444, top1_acc: 0.1473, top5_acc: 0.3518, loss_cls: 4.1770, loss: 4.1770, grad_norm: 0.7298 2020-07-22 16:38:27,759 - mmaction - INFO - Epoch [6][160/940] lr: 5.994e-01, eta: 3 days, 7:08:15, time: 0.878, data_time: 0.003, memory: 9444, top1_acc: 0.1531, top5_acc: 0.3566, loss_cls: 4.2042, loss: 4.2042, grad_norm: 0.7675 2020-07-22 16:38:45,464 - mmaction - INFO - Epoch [6][180/940] lr: 5.994e-01, eta: 3 days, 7:02:40, time: 0.886, data_time: 0.005, memory: 9444, top1_acc: 0.1486, top5_acc: 0.3459, loss_cls: 4.1953, loss: 4.1953, grad_norm: 0.7302 2020-07-22 16:39:00,361 - mmaction - INFO - Epoch [6][200/940] lr: 5.994e-01, eta: 3 days, 6:54:52, time: 0.745, data_time: 0.013, memory: 9444, top1_acc: 0.1428, top5_acc: 0.3504, loss_cls: 4.1747, loss: 4.1747, grad_norm: 0.7322 2020-07-22 16:39:19,402 - mmaction - INFO - Epoch [6][220/940] lr: 5.994e-01, eta: 3 days, 6:50:25, time: 0.952, data_time: 0.004, memory: 9444, top1_acc: 0.1508, top5_acc: 0.3600, loss_cls: 4.1747, loss: 4.1747, grad_norm: 0.7340 2020-07-22 16:39:39,312 - mmaction - INFO - Epoch [6][240/940] lr: 5.994e-01, eta: 3 days, 6:46:41, time: 0.995, data_time: 0.002, memory: 9444, top1_acc: 0.1506, top5_acc: 0.3650, loss_cls: 4.1863, loss: 4.1863, grad_norm: 0.7272 2020-07-22 16:39:59,048 - mmaction - INFO - Epoch [6][260/940] lr: 5.994e-01, eta: 3 days, 6:42:50, time: 0.985, data_time: 0.004, memory: 9444, top1_acc: 0.1531, top5_acc: 0.3598, loss_cls: 4.1762, loss: 4.1762, grad_norm: 0.7620 2020-07-22 16:40:19,372 - mmaction - INFO - Epoch [6][280/940] lr: 5.994e-01, eta: 3 days, 6:39:29, time: 1.015, data_time: 0.015, memory: 9444, top1_acc: 0.1631, top5_acc: 0.3658, loss_cls: 4.1212, loss: 4.1212, grad_norm: 0.7308 2020-07-22 16:40:37,035 - mmaction - INFO - Epoch [6][300/940] lr: 5.994e-01, eta: 3 days, 6:34:07, time: 0.885, data_time: 0.010, memory: 9444, top1_acc: 0.1490, top5_acc: 0.3584, loss_cls: 4.2076, loss: 4.2076, grad_norm: 0.7533 2020-07-22 16:40:54,078 - mmaction - INFO - Epoch [6][320/940] lr: 5.994e-01, eta: 3 days, 6:28:16, time: 0.852, data_time: 0.006, memory: 9444, top1_acc: 0.1535, top5_acc: 0.3596, loss_cls: 4.1369, loss: 4.1369, grad_norm: 0.7320 2020-07-22 16:41:13,540 - mmaction - INFO - Epoch [6][340/940] lr: 5.994e-01, eta: 3 days, 6:24:22, time: 0.975, data_time: 0.006, memory: 9444, top1_acc: 0.1498, top5_acc: 0.3639, loss_cls: 4.1464, loss: 4.1464, grad_norm: 0.7368 2020-07-22 16:41:32,140 - mmaction - INFO - Epoch [6][360/940] lr: 5.994e-01, eta: 3 days, 6:19:48, time: 0.929, data_time: 0.005, memory: 9444, top1_acc: 0.1436, top5_acc: 0.3480, loss_cls: 4.2110, loss: 4.2110, grad_norm: 0.7316 2020-07-22 16:41:51,715 - mmaction - INFO - Epoch [6][380/940] lr: 5.994e-01, eta: 3 days, 6:15:44, time: 0.960, data_time: 0.006, memory: 9444, top1_acc: 0.1539, top5_acc: 0.3588, loss_cls: 4.1693, loss: 4.1693, grad_norm: 0.7487 2020-07-22 16:42:10,801 - mmaction - INFO - Epoch [6][400/940] lr: 5.994e-01, eta: 3 days, 6:11:54, time: 0.973, data_time: 0.026, memory: 9444, top1_acc: 0.1539, top5_acc: 0.3486, loss_cls: 4.1744, loss: 4.1744, grad_norm: 0.7462 2020-07-22 16:42:29,114 - mmaction - INFO - Epoch [6][420/940] lr: 5.994e-01, eta: 3 days, 6:07:13, time: 0.915, data_time: 0.004, memory: 9444, top1_acc: 0.1607, top5_acc: 0.3592, loss_cls: 4.1285, loss: 4.1285, grad_norm: 0.7551 2020-07-22 16:42:46,679 - mmaction - INFO - Epoch [6][440/940] lr: 5.994e-01, eta: 3 days, 6:01:59, time: 0.878, data_time: 0.009, memory: 9444, top1_acc: 0.1613, top5_acc: 0.3754, loss_cls: 4.1202, loss: 4.1202, grad_norm: 0.7435 2020-07-22 16:43:03,295 - mmaction - INFO - Epoch [6][460/940] lr: 5.994e-01, eta: 3 days, 5:56:05, time: 0.831, data_time: 0.008, memory: 9444, top1_acc: 0.1578, top5_acc: 0.3709, loss_cls: 4.1237, loss: 4.1237, grad_norm: 0.7663 2020-07-22 16:43:23,349 - mmaction - INFO - Epoch [6][480/940] lr: 5.994e-01, eta: 3 days, 5:52:50, time: 1.003, data_time: 0.006, memory: 9444, top1_acc: 0.1494, top5_acc: 0.3500, loss_cls: 4.1860, loss: 4.1860, grad_norm: 0.7496 2020-07-22 16:43:40,795 - mmaction - INFO - Epoch [6][500/940] lr: 5.994e-01, eta: 3 days, 5:47:37, time: 0.872, data_time: 0.003, memory: 9444, top1_acc: 0.1506, top5_acc: 0.3635, loss_cls: 4.1590, loss: 4.1590, grad_norm: 0.7413 2020-07-22 16:43:57,405 - mmaction - INFO - Epoch [6][520/940] lr: 5.994e-01, eta: 3 days, 5:41:50, time: 0.831, data_time: 0.004, memory: 9444, top1_acc: 0.1500, top5_acc: 0.3469, loss_cls: 4.1968, loss: 4.1968, grad_norm: 0.7440 2020-07-22 16:44:15,458 - mmaction - INFO - Epoch [6][540/940] lr: 5.994e-01, eta: 3 days, 5:37:09, time: 0.902, data_time: 0.004, memory: 9444, top1_acc: 0.1578, top5_acc: 0.3715, loss_cls: 4.1233, loss: 4.1233, grad_norm: 0.7441 2020-07-22 16:44:34,212 - mmaction - INFO - Epoch [6][560/940] lr: 5.994e-01, eta: 3 days, 5:33:03, time: 0.939, data_time: 0.005, memory: 9444, top1_acc: 0.1523, top5_acc: 0.3582, loss_cls: 4.1623, loss: 4.1623, grad_norm: 0.7548 2020-07-22 16:44:51,853 - mmaction - INFO - Epoch [6][580/940] lr: 5.994e-01, eta: 3 days, 5:28:08, time: 0.882, data_time: 0.008, memory: 9444, top1_acc: 0.1564, top5_acc: 0.3668, loss_cls: 4.1181, loss: 4.1181, grad_norm: 0.7609 2020-07-22 16:45:08,428 - mmaction - INFO - Epoch [6][600/940] lr: 5.994e-01, eta: 3 days, 5:22:28, time: 0.829, data_time: 0.126, memory: 9444, top1_acc: 0.1465, top5_acc: 0.3541, loss_cls: 4.1781, loss: 4.1781, grad_norm: 0.7380 2020-07-22 16:45:26,258 - mmaction - INFO - Epoch [6][620/940] lr: 5.994e-01, eta: 3 days, 5:17:46, time: 0.892, data_time: 0.020, memory: 9444, top1_acc: 0.1459, top5_acc: 0.3535, loss_cls: 4.1793, loss: 4.1793, grad_norm: 0.7418 2020-07-22 16:45:45,326 - mmaction - INFO - Epoch [6][640/940] lr: 5.994e-01, eta: 3 days, 5:14:00, time: 0.953, data_time: 0.006, memory: 9444, top1_acc: 0.1514, top5_acc: 0.3582, loss_cls: 4.1810, loss: 4.1810, grad_norm: 0.7454 2020-07-22 16:46:03,538 - mmaction - INFO - Epoch [6][660/940] lr: 5.994e-01, eta: 3 days, 5:09:38, time: 0.910, data_time: 0.007, memory: 9444, top1_acc: 0.1525, top5_acc: 0.3512, loss_cls: 4.1889, loss: 4.1889, grad_norm: 0.7438 2020-07-22 16:46:19,676 - mmaction - INFO - Epoch [6][680/940] lr: 5.994e-01, eta: 3 days, 5:03:47, time: 0.806, data_time: 0.006, memory: 9444, top1_acc: 0.1623, top5_acc: 0.3793, loss_cls: 4.1134, loss: 4.1134, grad_norm: 0.7374 2020-07-22 16:46:38,698 - mmaction - INFO - Epoch [6][700/940] lr: 5.994e-01, eta: 3 days, 5:00:06, time: 0.952, data_time: 0.007, memory: 9444, top1_acc: 0.1586, top5_acc: 0.3686, loss_cls: 4.1382, loss: 4.1382, grad_norm: 0.7460 2020-07-22 16:46:59,306 - mmaction - INFO - Epoch [6][720/940] lr: 5.994e-01, eta: 3 days, 4:57:34, time: 1.030, data_time: 0.004, memory: 9444, top1_acc: 0.1584, top5_acc: 0.3707, loss_cls: 4.1278, loss: 4.1278, grad_norm: 0.7538 2020-07-22 16:47:19,067 - mmaction - INFO - Epoch [6][740/940] lr: 5.994e-01, eta: 3 days, 4:54:26, time: 0.988, data_time: 0.006, memory: 9444, top1_acc: 0.1604, top5_acc: 0.3689, loss_cls: 4.1259, loss: 4.1259, grad_norm: 0.7551 2020-07-22 16:47:38,247 - mmaction - INFO - Epoch [6][760/940] lr: 5.994e-01, eta: 3 days, 4:50:48, time: 0.951, data_time: 0.004, memory: 9444, top1_acc: 0.1559, top5_acc: 0.3541, loss_cls: 4.1751, loss: 4.1751, grad_norm: 0.7470 2020-07-22 16:47:56,490 - mmaction - INFO - Epoch [6][780/940] lr: 5.994e-01, eta: 3 days, 4:46:45, time: 0.921, data_time: 0.015, memory: 9444, top1_acc: 0.1619, top5_acc: 0.3689, loss_cls: 4.1283, loss: 4.1283, grad_norm: 0.7516 2020-07-22 16:48:12,825 - mmaction - INFO - Epoch [6][800/940] lr: 5.994e-01, eta: 3 days, 4:41:14, time: 0.816, data_time: 0.004, memory: 9444, top1_acc: 0.1414, top5_acc: 0.3564, loss_cls: 4.1697, loss: 4.1697, grad_norm: 0.7487 2020-07-22 16:48:30,823 - mmaction - INFO - Epoch [6][820/940] lr: 5.994e-01, eta: 3 days, 4:36:56, time: 0.899, data_time: 0.006, memory: 9444, top1_acc: 0.1572, top5_acc: 0.3697, loss_cls: 4.1054, loss: 4.1054, grad_norm: 0.7443 2020-07-22 16:48:47,881 - mmaction - INFO - Epoch [6][840/940] lr: 5.994e-01, eta: 3 days, 4:32:02, time: 0.854, data_time: 0.006, memory: 9444, top1_acc: 0.1525, top5_acc: 0.3623, loss_cls: 4.1538, loss: 4.1538, grad_norm: 0.7561 2020-07-22 16:49:07,085 - mmaction - INFO - Epoch [6][860/940] lr: 5.994e-01, eta: 3 days, 4:28:40, time: 0.961, data_time: 0.006, memory: 9444, top1_acc: 0.1533, top5_acc: 0.3727, loss_cls: 4.1413, loss: 4.1413, grad_norm: 0.7445 2020-07-22 16:49:24,357 - mmaction - INFO - Epoch [6][880/940] lr: 5.994e-01, eta: 3 days, 4:23:58, time: 0.864, data_time: 0.002, memory: 9444, top1_acc: 0.1631, top5_acc: 0.3811, loss_cls: 4.0846, loss: 4.0846, grad_norm: 0.7572 2020-07-22 16:49:43,012 - mmaction - INFO - Epoch [6][900/940] lr: 5.994e-01, eta: 3 days, 4:20:14, time: 0.931, data_time: 0.004, memory: 9444, top1_acc: 0.1580, top5_acc: 0.3646, loss_cls: 4.1150, loss: 4.1150, grad_norm: 0.7539 2020-07-22 16:49:59,856 - mmaction - INFO - Epoch [6][920/940] lr: 5.994e-01, eta: 3 days, 4:15:16, time: 0.841, data_time: 0.004, memory: 9444, top1_acc: 0.1533, top5_acc: 0.3633, loss_cls: 4.1425, loss: 4.1425, grad_norm: 0.7559 2020-07-22 16:50:16,283 - mmaction - INFO - Epoch [6][940/940] lr: 5.994e-01, eta: 3 days, 4:10:05, time: 0.823, data_time: 0.008, memory: 9444, top1_acc: 0.1540, top5_acc: 0.3543, loss_cls: 4.1858, loss: 4.1858, grad_norm: 0.7517 2020-07-22 16:53:35,419 - mmaction - INFO - Epoch [7][20/940] lr: 5.992e-01, eta: 3 days, 6:07:04, time: 9.648, data_time: 7.176, memory: 9444, top1_acc: 0.1598, top5_acc: 0.3650, loss_cls: 4.1194, loss: 4.1194, grad_norm: 0.7742 2020-07-22 16:53:50,337 - mmaction - INFO - Epoch [7][40/940] lr: 5.992e-01, eta: 3 days, 6:00:28, time: 0.747, data_time: 0.009, memory: 9444, top1_acc: 0.1594, top5_acc: 0.3709, loss_cls: 4.0836, loss: 4.0836, grad_norm: 0.7563 2020-07-22 16:54:08,659 - mmaction - INFO - Epoch [7][60/940] lr: 5.992e-01, eta: 3 days, 5:56:15, time: 0.917, data_time: 0.008, memory: 9444, top1_acc: 0.1594, top5_acc: 0.3660, loss_cls: 4.1145, loss: 4.1145, grad_norm: 0.7604 2020-07-22 16:54:26,810 - mmaction - INFO - Epoch [7][80/940] lr: 5.992e-01, eta: 3 days, 5:51:54, time: 0.906, data_time: 0.003, memory: 9444, top1_acc: 0.1664, top5_acc: 0.3752, loss_cls: 4.0968, loss: 4.0968, grad_norm: 0.7537 2020-07-22 16:54:43,246 - mmaction - INFO - Epoch [7][100/940] lr: 5.992e-01, eta: 3 days, 5:46:28, time: 0.824, data_time: 0.006, memory: 9444, top1_acc: 0.1656, top5_acc: 0.3816, loss_cls: 4.0574, loss: 4.0574, grad_norm: 0.7806 2020-07-22 16:55:01,050 - mmaction - INFO - Epoch [7][120/940] lr: 5.992e-01, eta: 3 days, 5:41:54, time: 0.886, data_time: 0.004, memory: 9444, top1_acc: 0.1689, top5_acc: 0.3832, loss_cls: 4.0661, loss: 4.0661, grad_norm: 0.7664 2020-07-22 16:55:22,801 - mmaction - INFO - Epoch [7][140/940] lr: 5.992e-01, eta: 3 days, 5:40:09, time: 1.091, data_time: 0.006, memory: 9444, top1_acc: 0.1689, top5_acc: 0.3777, loss_cls: 4.1150, loss: 4.1150, grad_norm: 0.7626 2020-07-22 16:55:39,893 - mmaction - INFO - Epoch [7][160/940] lr: 5.992e-01, eta: 3 days, 5:35:14, time: 0.855, data_time: 0.002, memory: 9444, top1_acc: 0.1494, top5_acc: 0.3664, loss_cls: 4.1504, loss: 4.1504, grad_norm: 0.7629 2020-07-22 16:55:56,111 - mmaction - INFO - Epoch [7][180/940] lr: 5.992e-01, eta: 3 days, 5:29:44, time: 0.810, data_time: 0.005, memory: 9444, top1_acc: 0.1660, top5_acc: 0.3713, loss_cls: 4.1027, loss: 4.1027, grad_norm: 0.7494 2020-07-22 16:56:13,791 - mmaction - INFO - Epoch [7][200/940] lr: 5.992e-01, eta: 3 days, 5:25:16, time: 0.884, data_time: 0.003, memory: 9444, top1_acc: 0.1539, top5_acc: 0.3787, loss_cls: 4.0692, loss: 4.0692, grad_norm: 0.7794 2020-07-22 16:56:29,955 - mmaction - INFO - Epoch [7][220/940] lr: 5.992e-01, eta: 3 days, 5:19:48, time: 0.808, data_time: 0.009, memory: 9444, top1_acc: 0.1525, top5_acc: 0.3670, loss_cls: 4.1423, loss: 4.1423, grad_norm: 0.7541 2020-07-22 16:56:48,114 - mmaction - INFO - Epoch [7][240/940] lr: 5.992e-01, eta: 3 days, 5:15:43, time: 0.909, data_time: 0.010, memory: 9444, top1_acc: 0.1699, top5_acc: 0.3838, loss_cls: 4.0301, loss: 4.0301, grad_norm: 0.7801 2020-07-22 16:57:10,123 - mmaction - INFO - Epoch [7][260/940] lr: 5.992e-01, eta: 3 days, 5:14:10, time: 1.097, data_time: 0.003, memory: 9444, top1_acc: 0.1641, top5_acc: 0.3684, loss_cls: 4.0918, loss: 4.0918, grad_norm: 0.7618 2020-07-22 16:57:28,188 - mmaction - INFO - Epoch [7][280/940] lr: 5.992e-01, eta: 3 days, 5:10:06, time: 0.906, data_time: 0.007, memory: 9444, top1_acc: 0.1648, top5_acc: 0.3859, loss_cls: 4.0567, loss: 4.0567, grad_norm: 0.7836 2020-07-22 16:57:43,813 - mmaction - INFO - Epoch [7][300/940] lr: 5.992e-01, eta: 3 days, 5:04:24, time: 0.781, data_time: 0.006, memory: 9444, top1_acc: 0.1584, top5_acc: 0.3791, loss_cls: 4.0854, loss: 4.0854, grad_norm: 0.7641 2020-07-22 16:58:04,380 - mmaction - INFO - Epoch [7][320/940] lr: 5.992e-01, eta: 3 days, 5:01:59, time: 1.028, data_time: 0.005, memory: 9444, top1_acc: 0.1650, top5_acc: 0.3838, loss_cls: 4.0636, loss: 4.0636, grad_norm: 0.7650 2020-07-22 16:58:20,858 - mmaction - INFO - Epoch [7][340/940] lr: 5.992e-01, eta: 3 days, 4:56:54, time: 0.823, data_time: 0.004, memory: 9444, top1_acc: 0.1592, top5_acc: 0.3645, loss_cls: 4.1216, loss: 4.1216, grad_norm: 0.7658 2020-07-22 16:58:38,601 - mmaction - INFO - Epoch [7][360/940] lr: 5.992e-01, eta: 3 days, 4:52:41, time: 0.888, data_time: 0.004, memory: 9444, top1_acc: 0.1611, top5_acc: 0.3781, loss_cls: 4.0896, loss: 4.0896, grad_norm: 0.7823 2020-07-22 16:58:56,060 - mmaction - INFO - Epoch [7][380/940] lr: 5.992e-01, eta: 3 days, 4:48:19, time: 0.874, data_time: 0.003, memory: 9444, top1_acc: 0.1719, top5_acc: 0.3861, loss_cls: 4.0656, loss: 4.0656, grad_norm: 0.7700 2020-07-22 16:59:13,862 - mmaction - INFO - Epoch [7][400/940] lr: 5.992e-01, eta: 3 days, 4:44:09, time: 0.887, data_time: 0.004, memory: 9444, top1_acc: 0.1682, top5_acc: 0.3775, loss_cls: 4.0595, loss: 4.0595, grad_norm: 0.7629 2020-07-22 16:59:28,960 - mmaction - INFO - Epoch [7][420/940] lr: 5.992e-01, eta: 3 days, 4:38:21, time: 0.758, data_time: 0.008, memory: 9444, top1_acc: 0.1613, top5_acc: 0.3678, loss_cls: 4.1065, loss: 4.1065, grad_norm: 0.7571 2020-07-22 16:59:48,687 - mmaction - INFO - Epoch [7][440/940] lr: 5.992e-01, eta: 3 days, 4:35:26, time: 0.980, data_time: 0.004, memory: 9444, top1_acc: 0.1633, top5_acc: 0.3744, loss_cls: 4.1012, loss: 4.1012, grad_norm: 0.7590 2020-07-22 17:00:05,399 - mmaction - INFO - Epoch [7][460/940] lr: 5.992e-01, eta: 3 days, 4:30:16, time: 0.804, data_time: 0.010, memory: 9444, top1_acc: 0.1648, top5_acc: 0.3656, loss_cls: 4.1123, loss: 4.1123, grad_norm: 0.7857 2020-07-22 17:00:31,689 - mmaction - INFO - Epoch [7][480/940] lr: 5.992e-01, eta: 3 days, 4:31:51, time: 1.329, data_time: 0.096, memory: 9444, top1_acc: 0.1660, top5_acc: 0.3684, loss_cls: 4.1124, loss: 4.1124, grad_norm: 0.7572 2020-07-22 17:00:47,688 - mmaction - INFO - Epoch [7][500/940] lr: 5.992e-01, eta: 3 days, 4:27:00, time: 0.824, data_time: 0.041, memory: 9444, top1_acc: 0.1674, top5_acc: 0.3842, loss_cls: 4.0394, loss: 4.0394, grad_norm: 0.7671 2020-07-22 17:01:05,244 - mmaction - INFO - Epoch [7][520/940] lr: 5.992e-01, eta: 3 days, 4:22:50, time: 0.876, data_time: 0.006, memory: 9444, top1_acc: 0.1602, top5_acc: 0.3729, loss_cls: 4.1029, loss: 4.1029, grad_norm: 0.7740 2020-07-22 17:01:22,151 - mmaction - INFO - Epoch [7][540/940] lr: 5.992e-01, eta: 3 days, 4:18:19, time: 0.847, data_time: 0.010, memory: 9444, top1_acc: 0.1596, top5_acc: 0.3801, loss_cls: 4.0807, loss: 4.0807, grad_norm: 0.7681 2020-07-22 17:01:39,978 - mmaction - INFO - Epoch [7][560/940] lr: 5.992e-01, eta: 3 days, 4:14:24, time: 0.892, data_time: 0.005, memory: 9444, top1_acc: 0.1654, top5_acc: 0.3756, loss_cls: 4.1143, loss: 4.1143, grad_norm: 0.7774 2020-07-22 17:01:58,146 - mmaction - INFO - Epoch [7][580/940] lr: 5.992e-01, eta: 3 days, 4:10:43, time: 0.908, data_time: 0.004, memory: 9444, top1_acc: 0.1689, top5_acc: 0.3893, loss_cls: 4.0417, loss: 4.0417, grad_norm: 0.7698 2020-07-22 17:02:16,214 - mmaction - INFO - Epoch [7][600/940] lr: 5.992e-01, eta: 3 days, 4:06:59, time: 0.903, data_time: 0.006, memory: 9444, top1_acc: 0.1645, top5_acc: 0.3729, loss_cls: 4.0920, loss: 4.0920, grad_norm: 0.7773 2020-07-22 17:02:31,967 - mmaction - INFO - Epoch [7][620/940] lr: 5.992e-01, eta: 3 days, 4:01:50, time: 0.787, data_time: 0.004, memory: 9444, top1_acc: 0.1688, top5_acc: 0.3797, loss_cls: 4.0521, loss: 4.0521, grad_norm: 0.7637 2020-07-22 17:02:52,408 - mmaction - INFO - Epoch [7][640/940] lr: 5.992e-01, eta: 3 days, 3:59:37, time: 1.022, data_time: 0.006, memory: 9444, top1_acc: 0.1686, top5_acc: 0.3941, loss_cls: 4.0310, loss: 4.0310, grad_norm: 0.7790 2020-07-22 17:03:11,840 - mmaction - INFO - Epoch [7][660/940] lr: 5.992e-01, eta: 3 days, 3:56:40, time: 0.960, data_time: 0.005, memory: 9444, top1_acc: 0.1715, top5_acc: 0.3842, loss_cls: 4.0379, loss: 4.0379, grad_norm: 0.7726 2020-07-22 17:03:27,577 - mmaction - INFO - Epoch [7][680/940] lr: 5.992e-01, eta: 3 days, 3:51:42, time: 0.797, data_time: 0.018, memory: 9444, top1_acc: 0.1643, top5_acc: 0.3797, loss_cls: 4.0667, loss: 4.0667, grad_norm: 0.7704 2020-07-22 17:03:44,687 - mmaction - INFO - Epoch [7][700/940] lr: 5.992e-01, eta: 3 days, 3:47:31, time: 0.857, data_time: 0.007, memory: 9444, top1_acc: 0.1732, top5_acc: 0.3871, loss_cls: 4.0310, loss: 4.0310, grad_norm: 0.7799 2020-07-22 17:04:04,046 - mmaction - INFO - Epoch [7][720/940] lr: 5.992e-01, eta: 3 days, 3:44:34, time: 0.955, data_time: 0.004, memory: 9444, top1_acc: 0.1789, top5_acc: 0.3959, loss_cls: 4.0093, loss: 4.0093, grad_norm: 0.7830 2020-07-22 17:04:22,383 - mmaction - INFO - Epoch [7][740/940] lr: 5.992e-01, eta: 3 days, 3:41:19, time: 0.930, data_time: 0.020, memory: 9444, top1_acc: 0.1684, top5_acc: 0.3793, loss_cls: 4.0595, loss: 4.0595, grad_norm: 0.7743 2020-07-22 17:04:40,704 - mmaction - INFO - Epoch [7][760/940] lr: 5.992e-01, eta: 3 days, 3:37:54, time: 0.915, data_time: 0.005, memory: 9444, top1_acc: 0.1664, top5_acc: 0.3785, loss_cls: 4.0565, loss: 4.0565, grad_norm: 0.7858 2020-07-22 17:04:59,345 - mmaction - INFO - Epoch [7][780/940] lr: 5.992e-01, eta: 3 days, 3:34:43, time: 0.932, data_time: 0.006, memory: 9444, top1_acc: 0.1631, top5_acc: 0.3756, loss_cls: 4.0825, loss: 4.0825, grad_norm: 0.7766 2020-07-22 17:05:18,111 - mmaction - INFO - Epoch [7][800/940] lr: 5.992e-01, eta: 3 days, 3:31:37, time: 0.938, data_time: 0.004, memory: 9444, top1_acc: 0.1785, top5_acc: 0.3834, loss_cls: 4.0138, loss: 4.0138, grad_norm: 0.7624 2020-07-22 17:05:35,727 - mmaction - INFO - Epoch [7][820/940] lr: 5.992e-01, eta: 3 days, 3:27:49, time: 0.879, data_time: 0.005, memory: 9444, top1_acc: 0.1678, top5_acc: 0.3822, loss_cls: 4.0580, loss: 4.0580, grad_norm: 0.7810 2020-07-22 17:05:55,430 - mmaction - INFO - Epoch [7][840/940] lr: 5.992e-01, eta: 3 days, 3:25:21, time: 0.988, data_time: 0.010, memory: 9444, top1_acc: 0.1715, top5_acc: 0.3869, loss_cls: 4.0745, loss: 4.0745, grad_norm: 0.7858 2020-07-22 17:06:11,970 - mmaction - INFO - Epoch [7][860/940] lr: 5.992e-01, eta: 3 days, 3:20:58, time: 0.826, data_time: 0.005, memory: 9444, top1_acc: 0.1670, top5_acc: 0.3801, loss_cls: 4.0444, loss: 4.0444, grad_norm: 0.7767 2020-07-22 17:06:28,906 - mmaction - INFO - Epoch [7][880/940] lr: 5.992e-01, eta: 3 days, 3:16:51, time: 0.847, data_time: 0.005, memory: 9444, top1_acc: 0.1695, top5_acc: 0.3744, loss_cls: 4.0779, loss: 4.0779, grad_norm: 0.7739 2020-07-22 17:06:46,218 - mmaction - INFO - Epoch [7][900/940] lr: 5.992e-01, eta: 3 days, 3:12:59, time: 0.865, data_time: 0.004, memory: 9444, top1_acc: 0.1695, top5_acc: 0.3844, loss_cls: 4.0608, loss: 4.0608, grad_norm: 0.7631 2020-07-22 17:07:03,449 - mmaction - INFO - Epoch [7][920/940] lr: 5.992e-01, eta: 3 days, 3:09:04, time: 0.861, data_time: 0.005, memory: 9444, top1_acc: 0.1684, top5_acc: 0.3937, loss_cls: 4.0261, loss: 4.0261, grad_norm: 0.7708 2020-07-22 17:07:19,021 - mmaction - INFO - Epoch [7][940/940] lr: 5.992e-01, eta: 3 days, 3:04:14, time: 0.781, data_time: 0.007, memory: 9444, top1_acc: 0.1709, top5_acc: 0.3837, loss_cls: 4.0507, loss: 4.0507, grad_norm: 0.7782 2020-07-22 17:10:06,277 - mmaction - INFO - Epoch [8][20/940] lr: 5.989e-01, eta: 3 days, 4:24:37, time: 7.986, data_time: 6.448, memory: 9444, top1_acc: 0.1695, top5_acc: 0.3937, loss_cls: 4.0495, loss: 4.0495, grad_norm: 0.7900 2020-07-22 17:10:26,796 - mmaction - INFO - Epoch [8][40/940] lr: 5.989e-01, eta: 3 days, 4:22:28, time: 1.027, data_time: 0.005, memory: 9444, top1_acc: 0.1732, top5_acc: 0.3865, loss_cls: 4.0419, loss: 4.0419, grad_norm: 0.7874 2020-07-22 17:10:40,359 - mmaction - INFO - Epoch [8][60/940] lr: 5.989e-01, eta: 3 days, 4:16:15, time: 0.679, data_time: 0.009, memory: 9444, top1_acc: 0.1697, top5_acc: 0.3863, loss_cls: 4.0513, loss: 4.0513, grad_norm: 0.7658 2020-07-22 17:10:59,813 - mmaction - INFO - Epoch [8][80/940] lr: 5.989e-01, eta: 3 days, 4:13:24, time: 0.963, data_time: 0.006, memory: 9444, top1_acc: 0.1801, top5_acc: 0.4010, loss_cls: 3.9949, loss: 3.9949, grad_norm: 0.7759 2020-07-22 17:11:16,613 - mmaction - INFO - Epoch [8][100/940] lr: 5.989e-01, eta: 3 days, 4:09:13, time: 0.848, data_time: 0.014, memory: 9444, top1_acc: 0.1789, top5_acc: 0.3914, loss_cls: 4.0234, loss: 4.0234, grad_norm: 0.7731 2020-07-22 17:11:35,240 - mmaction - INFO - Epoch [8][120/940] lr: 5.989e-01, eta: 3 days, 4:05:53, time: 0.919, data_time: 0.006, memory: 9444, top1_acc: 0.1711, top5_acc: 0.3883, loss_cls: 4.0489, loss: 4.0489, grad_norm: 0.7850 2020-07-22 17:11:52,264 - mmaction - INFO - Epoch [8][140/940] lr: 5.989e-01, eta: 3 days, 4:01:56, time: 0.864, data_time: 0.020, memory: 9444, top1_acc: 0.1738, top5_acc: 0.3951, loss_cls: 4.0117, loss: 4.0117, grad_norm: 0.7830 2020-07-22 17:12:11,168 - mmaction - INFO - Epoch [8][160/940] lr: 5.989e-01, eta: 3 days, 3:58:56, time: 0.944, data_time: 0.002, memory: 9444, top1_acc: 0.1760, top5_acc: 0.3859, loss_cls: 4.0166, loss: 4.0166, grad_norm: 0.7783 2020-07-22 17:12:25,386 - mmaction - INFO - Epoch [8][180/940] lr: 5.989e-01, eta: 3 days, 3:53:16, time: 0.712, data_time: 0.005, memory: 9444, top1_acc: 0.1730, top5_acc: 0.3863, loss_cls: 3.9939, loss: 3.9939, grad_norm: 0.7651 2020-07-22 17:12:44,585 - mmaction - INFO - Epoch [8][200/940] lr: 5.989e-01, eta: 3 days, 3:50:25, time: 0.954, data_time: 0.007, memory: 9444, top1_acc: 0.1760, top5_acc: 0.3961, loss_cls: 3.9810, loss: 3.9810, grad_norm: 0.7889 2020-07-22 17:13:02,763 - mmaction - INFO - Epoch [8][220/940] lr: 5.989e-01, eta: 3 days, 3:47:08, time: 0.915, data_time: 0.012, memory: 9444, top1_acc: 0.1674, top5_acc: 0.3891, loss_cls: 4.0313, loss: 4.0313, grad_norm: 0.7890 2020-07-22 17:13:19,340 - mmaction - INFO - Epoch [8][240/940] lr: 5.989e-01, eta: 3 days, 3:42:53, time: 0.828, data_time: 0.005, memory: 9444, top1_acc: 0.1766, top5_acc: 0.3979, loss_cls: 4.0038, loss: 4.0038, grad_norm: 0.7891 2020-07-22 17:13:38,610 - mmaction - INFO - Epoch [8][260/940] lr: 5.989e-01, eta: 3 days, 3:40:11, time: 0.963, data_time: 0.005, memory: 9444, top1_acc: 0.1758, top5_acc: 0.4031, loss_cls: 3.9284, loss: 3.9284, grad_norm: 0.8028 2020-07-22 17:13:55,694 - mmaction - INFO - Epoch [8][280/940] lr: 5.989e-01, eta: 3 days, 3:36:16, time: 0.854, data_time: 0.004, memory: 9444, top1_acc: 0.1742, top5_acc: 0.3992, loss_cls: 4.0099, loss: 4.0099, grad_norm: 0.7896 2020-07-22 17:14:16,947 - mmaction - INFO - Epoch [8][300/940] lr: 5.989e-01, eta: 3 days, 3:34:44, time: 1.063, data_time: 0.005, memory: 9444, top1_acc: 0.1668, top5_acc: 0.3820, loss_cls: 4.0541, loss: 4.0541, grad_norm: 0.7784 2020-07-22 17:14:37,224 - mmaction - INFO - Epoch [8][320/940] lr: 5.989e-01, eta: 3 days, 3:32:37, time: 1.012, data_time: 0.004, memory: 9444, top1_acc: 0.1766, top5_acc: 0.4047, loss_cls: 3.9783, loss: 3.9783, grad_norm: 0.7983 2020-07-22 17:14:56,249 - mmaction - INFO - Epoch [8][340/940] lr: 5.989e-01, eta: 3 days, 3:29:48, time: 0.948, data_time: 0.005, memory: 9444, top1_acc: 0.1797, top5_acc: 0.3930, loss_cls: 3.9932, loss: 3.9932, grad_norm: 0.7955 2020-07-22 17:15:14,042 - mmaction - INFO - Epoch [8][360/940] lr: 5.989e-01, eta: 3 days, 3:26:25, time: 0.896, data_time: 0.010, memory: 9444, top1_acc: 0.1713, top5_acc: 0.3850, loss_cls: 4.0271, loss: 4.0271, grad_norm: 0.7934 2020-07-22 17:15:32,020 - mmaction - INFO - Epoch [8][380/940] lr: 5.989e-01, eta: 3 days, 3:23:05, time: 0.899, data_time: 0.003, memory: 9444, top1_acc: 0.1670, top5_acc: 0.3848, loss_cls: 4.0430, loss: 4.0430, grad_norm: 0.7815 2020-07-22 17:15:48,854 - mmaction - INFO - Epoch [8][400/940] lr: 5.989e-01, eta: 3 days, 3:19:07, time: 0.841, data_time: 0.004, memory: 9444, top1_acc: 0.1795, top5_acc: 0.3848, loss_cls: 4.0237, loss: 4.0237, grad_norm: 0.8025 2020-07-22 17:16:06,279 - mmaction - INFO - Epoch [8][420/940] lr: 5.989e-01, eta: 3 days, 3:15:31, time: 0.871, data_time: 0.006, memory: 9444, top1_acc: 0.1785, top5_acc: 0.4010, loss_cls: 3.9961, loss: 3.9961, grad_norm: 0.8022 2020-07-22 17:16:24,176 - mmaction - INFO - Epoch [8][440/940] lr: 5.989e-01, eta: 3 days, 3:12:06, time: 0.888, data_time: 0.004, memory: 9444, top1_acc: 0.1781, top5_acc: 0.4004, loss_cls: 3.9794, loss: 3.9794, grad_norm: 0.7983 2020-07-22 17:16:44,240 - mmaction - INFO - Epoch [8][460/940] lr: 5.989e-01, eta: 3 days, 3:10:05, time: 1.011, data_time: 0.239, memory: 9444, top1_acc: 0.1725, top5_acc: 0.3883, loss_cls: 4.0307, loss: 4.0307, grad_norm: 0.7854 2020-07-22 17:17:03,357 - mmaction - INFO - Epoch [8][480/940] lr: 5.989e-01, eta: 3 days, 3:07:28, time: 0.957, data_time: 0.004, memory: 9444, top1_acc: 0.1914, top5_acc: 0.4035, loss_cls: 3.9380, loss: 3.9380, grad_norm: 0.8007 2020-07-22 17:17:19,940 - mmaction - INFO - Epoch [8][500/940] lr: 5.989e-01, eta: 3 days, 3:03:28, time: 0.828, data_time: 0.005, memory: 9444, top1_acc: 0.1691, top5_acc: 0.3996, loss_cls: 4.0071, loss: 4.0071, grad_norm: 0.8179 2020-07-22 17:17:38,875 - mmaction - INFO - Epoch [8][520/940] lr: 5.989e-01, eta: 3 days, 3:00:46, time: 0.947, data_time: 0.007, memory: 9444, top1_acc: 0.1734, top5_acc: 0.3877, loss_cls: 4.0692, loss: 4.0692, grad_norm: 0.7972 2020-07-22 17:17:55,212 - mmaction - INFO - Epoch [8][540/940] lr: 5.989e-01, eta: 3 days, 2:56:40, time: 0.816, data_time: 0.003, memory: 9444, top1_acc: 0.1842, top5_acc: 0.3963, loss_cls: 3.9942, loss: 3.9942, grad_norm: 0.8039 2020-07-22 17:18:13,413 - mmaction - INFO - Epoch [8][560/940] lr: 5.989e-01, eta: 3 days, 2:53:37, time: 0.911, data_time: 0.007, memory: 9444, top1_acc: 0.1664, top5_acc: 0.3951, loss_cls: 4.0202, loss: 4.0202, grad_norm: 0.8021 2020-07-22 17:18:29,966 - mmaction - INFO - Epoch [8][580/940] lr: 5.989e-01, eta: 3 days, 2:49:42, time: 0.829, data_time: 0.003, memory: 9444, top1_acc: 0.1830, top5_acc: 0.4082, loss_cls: 3.9814, loss: 3.9814, grad_norm: 0.7857 2020-07-22 17:18:49,726 - mmaction - INFO - Epoch [8][600/940] lr: 5.989e-01, eta: 3 days, 2:47:30, time: 0.987, data_time: 0.018, memory: 9444, top1_acc: 0.1697, top5_acc: 0.3883, loss_cls: 4.0143, loss: 4.0143, grad_norm: 0.7740 2020-07-22 17:19:02,996 - mmaction - INFO - Epoch [8][620/940] lr: 5.989e-01, eta: 3 days, 2:41:49, time: 0.663, data_time: 0.002, memory: 9444, top1_acc: 0.1783, top5_acc: 0.4039, loss_cls: 3.9746, loss: 3.9746, grad_norm: 0.7959 2020-07-22 17:19:22,165 - mmaction - INFO - Epoch [8][640/940] lr: 5.989e-01, eta: 3 days, 2:39:21, time: 0.958, data_time: 0.007, memory: 9444, top1_acc: 0.1670, top5_acc: 0.3918, loss_cls: 4.0145, loss: 4.0145, grad_norm: 0.8012 2020-07-22 17:19:43,181 - mmaction - INFO - Epoch [8][660/940] lr: 5.989e-01, eta: 3 days, 2:37:53, time: 1.051, data_time: 0.006, memory: 9444, top1_acc: 0.1781, top5_acc: 0.3973, loss_cls: 3.9801, loss: 3.9801, grad_norm: 0.7972 2020-07-22 17:19:59,863 - mmaction - INFO - Epoch [8][680/940] lr: 5.989e-01, eta: 3 days, 2:34:05, time: 0.832, data_time: 0.002, memory: 9444, top1_acc: 0.1807, top5_acc: 0.3965, loss_cls: 3.9940, loss: 3.9940, grad_norm: 0.7929 2020-07-22 17:20:17,564 - mmaction - INFO - Epoch [8][700/940] lr: 5.989e-01, eta: 3 days, 2:30:53, time: 0.887, data_time: 0.008, memory: 9444, top1_acc: 0.1811, top5_acc: 0.4014, loss_cls: 3.9850, loss: 3.9850, grad_norm: 0.8093 2020-07-22 17:20:35,227 - mmaction - INFO - Epoch [8][720/940] lr: 5.989e-01, eta: 3 days, 2:27:39, time: 0.882, data_time: 0.004, memory: 9444, top1_acc: 0.1727, top5_acc: 0.3932, loss_cls: 3.9962, loss: 3.9962, grad_norm: 0.8028 2020-07-22 17:20:52,333 - mmaction - INFO - Epoch [8][740/940] lr: 5.989e-01, eta: 3 days, 2:24:10, time: 0.856, data_time: 0.006, memory: 9444, top1_acc: 0.1844, top5_acc: 0.4193, loss_cls: 3.9538, loss: 3.9538, grad_norm: 0.7868 2020-07-22 17:21:08,748 - mmaction - INFO - Epoch [8][760/940] lr: 5.989e-01, eta: 3 days, 2:20:18, time: 0.820, data_time: 0.004, memory: 9444, top1_acc: 0.1756, top5_acc: 0.4002, loss_cls: 4.0009, loss: 4.0009, grad_norm: 0.7725 2020-07-22 17:21:27,771 - mmaction - INFO - Epoch [8][780/940] lr: 5.989e-01, eta: 3 days, 2:17:52, time: 0.952, data_time: 0.009, memory: 9444, top1_acc: 0.1871, top5_acc: 0.4076, loss_cls: 3.9678, loss: 3.9678, grad_norm: 0.7926 2020-07-22 17:21:45,686 - mmaction - INFO - Epoch [8][800/940] lr: 5.989e-01, eta: 3 days, 2:14:51, time: 0.896, data_time: 0.004, memory: 9444, top1_acc: 0.1861, top5_acc: 0.4016, loss_cls: 3.9694, loss: 3.9694, grad_norm: 0.8114 2020-07-22 17:22:04,548 - mmaction - INFO - Epoch [8][820/940] lr: 5.989e-01, eta: 3 days, 2:12:20, time: 0.943, data_time: 0.003, memory: 9444, top1_acc: 0.1764, top5_acc: 0.3947, loss_cls: 4.0267, loss: 4.0267, grad_norm: 0.7909 2020-07-22 17:22:21,149 - mmaction - INFO - Epoch [8][840/940] lr: 5.989e-01, eta: 3 days, 2:08:39, time: 0.830, data_time: 0.005, memory: 9444, top1_acc: 0.1828, top5_acc: 0.4100, loss_cls: 3.9467, loss: 3.9467, grad_norm: 0.8070 2020-07-22 17:22:38,299 - mmaction - INFO - Epoch [8][860/940] lr: 5.989e-01, eta: 3 days, 2:05:15, time: 0.856, data_time: 0.005, memory: 9444, top1_acc: 0.1797, top5_acc: 0.4066, loss_cls: 3.9825, loss: 3.9825, grad_norm: 0.7896 2020-07-22 17:22:59,725 - mmaction - INFO - Epoch [8][880/940] lr: 5.989e-01, eta: 3 days, 2:03:59, time: 1.058, data_time: 0.005, memory: 9444, top1_acc: 0.1881, top5_acc: 0.4096, loss_cls: 3.9161, loss: 3.9161, grad_norm: 0.7947 2020-07-22 17:23:18,026 - mmaction - INFO - Epoch [8][900/940] lr: 5.989e-01, eta: 3 days, 2:01:21, time: 0.928, data_time: 0.022, memory: 9444, top1_acc: 0.1830, top5_acc: 0.4037, loss_cls: 3.9769, loss: 3.9769, grad_norm: 0.8124 2020-07-22 17:23:33,091 - mmaction - INFO - Epoch [8][920/940] lr: 5.989e-01, eta: 3 days, 1:56:57, time: 0.755, data_time: 0.007, memory: 9444, top1_acc: 0.1809, top5_acc: 0.4055, loss_cls: 3.9729, loss: 3.9729, grad_norm: 0.8136 2020-07-22 17:23:49,272 - mmaction - INFO - Epoch [8][940/940] lr: 5.989e-01, eta: 3 days, 1:53:08, time: 0.809, data_time: 0.005, memory: 9444, top1_acc: 0.1786, top5_acc: 0.4010, loss_cls: 3.9984, loss: 3.9984, grad_norm: 0.8026 2020-07-22 17:23:56,640 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-07-22 17:26:55,392 - mmaction - INFO - Epoch [9][20/940] lr: 5.986e-01, eta: 3 days, 3:12:47, time: 8.906, data_time: 7.778, memory: 9444, top1_acc: 0.1781, top5_acc: 0.3969, loss_cls: 3.9806, loss: 3.9806, grad_norm: 0.7998 2020-07-22 17:27:13,665 - mmaction - INFO - Epoch [9][40/940] lr: 5.986e-01, eta: 3 days, 3:09:50, time: 0.912, data_time: 0.004, memory: 9444, top1_acc: 0.1881, top5_acc: 0.4104, loss_cls: 3.9779, loss: 3.9779, grad_norm: 0.8083 2020-07-22 17:27:30,496 - mmaction - INFO - Epoch [9][60/940] lr: 5.986e-01, eta: 3 days, 3:06:11, time: 0.844, data_time: 0.005, memory: 9444, top1_acc: 0.1854, top5_acc: 0.4127, loss_cls: 3.9061, loss: 3.9061, grad_norm: 0.7909 2020-07-22 17:27:48,481 - mmaction - INFO - Epoch [9][80/940] lr: 5.986e-01, eta: 3 days, 3:03:08, time: 0.899, data_time: 0.008, memory: 9444, top1_acc: 0.1840, top5_acc: 0.4107, loss_cls: 3.9384, loss: 3.9384, grad_norm: 0.8139 2020-07-22 17:28:06,997 - mmaction - INFO - Epoch [9][100/940] lr: 5.986e-01, eta: 3 days, 3:00:16, time: 0.916, data_time: 0.006, memory: 9444, top1_acc: 0.1816, top5_acc: 0.3986, loss_cls: 3.9768, loss: 3.9768, grad_norm: 0.8099 2020-07-22 17:28:25,269 - mmaction - INFO - Epoch [9][120/940] lr: 5.986e-01, eta: 3 days, 2:57:29, time: 0.923, data_time: 0.015, memory: 9444, top1_acc: 0.1832, top5_acc: 0.4090, loss_cls: 3.9388, loss: 3.9388, grad_norm: 0.8137 2020-07-22 17:28:42,592 - mmaction - INFO - Epoch [9][140/940] lr: 5.986e-01, eta: 3 days, 2:54:08, time: 0.865, data_time: 0.002, memory: 9444, top1_acc: 0.1791, top5_acc: 0.4150, loss_cls: 3.9459, loss: 3.9459, grad_norm: 0.8095 2020-07-22 17:28:59,558 - mmaction - INFO - Epoch [9][160/940] lr: 5.986e-01, eta: 3 days, 2:50:39, time: 0.850, data_time: 0.005, memory: 9444, top1_acc: 0.1732, top5_acc: 0.4000, loss_cls: 3.9586, loss: 3.9586, grad_norm: 0.8100 2020-07-22 17:29:14,328 - mmaction - INFO - Epoch [9][180/940] lr: 5.986e-01, eta: 3 days, 2:46:02, time: 0.737, data_time: 0.006, memory: 9444, top1_acc: 0.1799, top5_acc: 0.3945, loss_cls: 4.0084, loss: 4.0084, grad_norm: 0.8010 2020-07-22 17:29:32,529 - mmaction - INFO - Epoch [9][200/940] lr: 5.986e-01, eta: 3 days, 2:42:47, time: 0.870, data_time: 0.007, memory: 9444, top1_acc: 0.1836, top5_acc: 0.4059, loss_cls: 3.9405, loss: 3.9405, grad_norm: 0.8045 2020-07-22 17:29:50,823 - mmaction - INFO - Epoch [9][220/940] lr: 5.986e-01, eta: 3 days, 2:40:22, time: 0.952, data_time: 0.046, memory: 9444, top1_acc: 0.1861, top5_acc: 0.4090, loss_cls: 3.9511, loss: 3.9511, grad_norm: 0.8225 2020-07-22 17:30:05,384 - mmaction - INFO - Epoch [9][240/940] lr: 5.986e-01, eta: 3 days, 2:35:42, time: 0.727, data_time: 0.008, memory: 9444, top1_acc: 0.1781, top5_acc: 0.3996, loss_cls: 3.9534, loss: 3.9534, grad_norm: 0.8167 2020-07-22 17:30:22,672 - mmaction - INFO - Epoch [9][260/940] lr: 5.986e-01, eta: 3 days, 2:32:28, time: 0.867, data_time: 0.008, memory: 9444, top1_acc: 0.1816, top5_acc: 0.4053, loss_cls: 3.9569, loss: 3.9569, grad_norm: 0.8085 2020-07-22 17:30:41,613 - mmaction - INFO - Epoch [9][280/940] lr: 5.986e-01, eta: 3 days, 2:30:02, time: 0.946, data_time: 0.008, memory: 9444, top1_acc: 0.1818, top5_acc: 0.4133, loss_cls: 3.9300, loss: 3.9300, grad_norm: 0.8043 2020-07-22 17:31:00,035 - mmaction - INFO - Epoch [9][300/940] lr: 5.986e-01, eta: 3 days, 2:27:22, time: 0.923, data_time: 0.009, memory: 9444, top1_acc: 0.1916, top5_acc: 0.4102, loss_cls: 3.9233, loss: 3.9233, grad_norm: 0.8041 2020-07-22 17:31:15,184 - mmaction - INFO - Epoch [9][320/940] lr: 5.986e-01, eta: 3 days, 2:23:04, time: 0.756, data_time: 0.003, memory: 9444, top1_acc: 0.1826, top5_acc: 0.4055, loss_cls: 4.0047, loss: 4.0047, grad_norm: 0.8045 2020-07-22 17:31:34,902 - mmaction - INFO - Epoch [9][340/940] lr: 5.986e-01, eta: 3 days, 2:20:59, time: 0.978, data_time: 0.007, memory: 9444, top1_acc: 0.1951, top5_acc: 0.4100, loss_cls: 3.9430, loss: 3.9430, grad_norm: 0.8096 2020-07-22 17:31:51,175 - mmaction - INFO - Epoch [9][360/940] lr: 5.986e-01, eta: 3 days, 2:17:22, time: 0.820, data_time: 0.016, memory: 9444, top1_acc: 0.1883, top5_acc: 0.4148, loss_cls: 3.9210, loss: 3.9210, grad_norm: 0.8130 2020-07-22 17:32:10,166 - mmaction - INFO - Epoch [9][380/940] lr: 5.986e-01, eta: 3 days, 2:15:02, time: 0.951, data_time: 0.007, memory: 9444, top1_acc: 0.1830, top5_acc: 0.4070, loss_cls: 3.9474, loss: 3.9474, grad_norm: 0.8063 2020-07-22 17:32:27,519 - mmaction - INFO - Epoch [9][400/940] lr: 5.986e-01, eta: 3 days, 2:11:55, time: 0.869, data_time: 0.007, memory: 9444, top1_acc: 0.1941, top5_acc: 0.4170, loss_cls: 3.8896, loss: 3.8896, grad_norm: 0.8171 2020-07-22 17:32:44,398 - mmaction - INFO - Epoch [9][420/940] lr: 5.986e-01, eta: 3 days, 2:08:34, time: 0.843, data_time: 0.002, memory: 9444, top1_acc: 0.1787, top5_acc: 0.4135, loss_cls: 3.9279, loss: 3.9279, grad_norm: 0.8213 2020-07-22 17:33:10,038 - mmaction - INFO - Epoch [9][440/940] lr: 5.986e-01, eta: 3 days, 2:09:19, time: 1.264, data_time: 0.003, memory: 9444, top1_acc: 0.1787, top5_acc: 0.4049, loss_cls: 3.9361, loss: 3.9361, grad_norm: 0.8244 2020-07-22 17:33:29,468 - mmaction - INFO - Epoch [9][460/940] lr: 5.986e-01, eta: 3 days, 2:07:24, time: 0.990, data_time: 0.027, memory: 9444, top1_acc: 0.1885, top5_acc: 0.4068, loss_cls: 3.9398, loss: 3.9398, grad_norm: 0.8162 2020-07-22 17:33:47,589 - mmaction - INFO - Epoch [9][480/940] lr: 5.986e-01, eta: 3 days, 2:04:41, time: 0.905, data_time: 0.005, memory: 9444, top1_acc: 0.1883, top5_acc: 0.3969, loss_cls: 3.9617, loss: 3.9617, grad_norm: 0.8156 2020-07-22 17:34:04,830 - mmaction - INFO - Epoch [9][500/940] lr: 5.986e-01, eta: 3 days, 2:01:33, time: 0.861, data_time: 0.005, memory: 9444, top1_acc: 0.1859, top5_acc: 0.4096, loss_cls: 3.9304, loss: 3.9304, grad_norm: 0.8071 2020-07-22 17:34:23,178 - mmaction - INFO - Epoch [9][520/940] lr: 5.986e-01, eta: 3 days, 1:58:58, time: 0.919, data_time: 0.006, memory: 9444, top1_acc: 0.1857, top5_acc: 0.4070, loss_cls: 3.9686, loss: 3.9686, grad_norm: 0.8100 2020-07-22 17:34:41,470 - mmaction - INFO - Epoch [9][540/940] lr: 5.986e-01, eta: 3 days, 1:56:20, time: 0.910, data_time: 0.003, memory: 9444, top1_acc: 0.1900, top5_acc: 0.4016, loss_cls: 3.9436, loss: 3.9436, grad_norm: 0.8148 2020-07-22 17:34:57,613 - mmaction - INFO - Epoch [9][560/940] lr: 5.986e-01, eta: 3 days, 1:52:45, time: 0.812, data_time: 0.011, memory: 9444, top1_acc: 0.1863, top5_acc: 0.4078, loss_cls: 3.9614, loss: 3.9614, grad_norm: 0.8015 2020-07-22 17:35:18,523 - mmaction - INFO - Epoch [9][580/940] lr: 5.986e-01, eta: 3 days, 1:51:13, time: 1.023, data_time: 0.003, memory: 9444, top1_acc: 0.1840, top5_acc: 0.4076, loss_cls: 3.9317, loss: 3.9317, grad_norm: 0.8332 2020-07-22 17:35:35,971 - mmaction - INFO - Epoch [9][600/940] lr: 5.986e-01, eta: 3 days, 1:48:28, time: 0.894, data_time: 0.024, memory: 9444, top1_acc: 0.1811, top5_acc: 0.4012, loss_cls: 3.9817, loss: 3.9817, grad_norm: 0.8014 2020-07-22 17:35:51,665 - mmaction - INFO - Epoch [9][620/940] lr: 5.986e-01, eta: 3 days, 1:44:40, time: 0.785, data_time: 0.030, memory: 9444, top1_acc: 0.1836, top5_acc: 0.4066, loss_cls: 3.9624, loss: 3.9624, grad_norm: 0.7990 2020-07-22 17:36:09,607 - mmaction - INFO - Epoch [9][640/940] lr: 5.986e-01, eta: 3 days, 1:41:58, time: 0.898, data_time: 0.005, memory: 9444, top1_acc: 0.1881, top5_acc: 0.4070, loss_cls: 3.9183, loss: 3.9183, grad_norm: 0.8139 2020-07-22 17:36:28,609 - mmaction - INFO - Epoch [9][660/940] lr: 5.986e-01, eta: 3 days, 1:39:40, time: 0.938, data_time: 0.005, memory: 9444, top1_acc: 0.1812, top5_acc: 0.4139, loss_cls: 3.9508, loss: 3.9508, grad_norm: 0.8176 2020-07-22 17:36:44,533 - mmaction - INFO - Epoch [9][680/940] lr: 5.986e-01, eta: 3 days, 1:36:08, time: 0.808, data_time: 0.017, memory: 9444, top1_acc: 0.1854, top5_acc: 0.4146, loss_cls: 3.8942, loss: 3.8942, grad_norm: 0.8115 2020-07-22 17:37:02,438 - mmaction - INFO - Epoch [9][700/940] lr: 5.986e-01, eta: 3 days, 1:33:27, time: 0.896, data_time: 0.005, memory: 9444, top1_acc: 0.1764, top5_acc: 0.4117, loss_cls: 3.9269, loss: 3.9269, grad_norm: 0.8235 2020-07-22 17:37:19,799 - mmaction - INFO - Epoch [9][720/940] lr: 5.986e-01, eta: 3 days, 1:30:31, time: 0.868, data_time: 0.004, memory: 9444, top1_acc: 0.1926, top5_acc: 0.4154, loss_cls: 3.9163, loss: 3.9163, grad_norm: 0.8287 2020-07-22 17:37:39,280 - mmaction - INFO - Epoch [9][740/940] lr: 5.986e-01, eta: 3 days, 1:28:07, time: 0.923, data_time: 0.004, memory: 9444, top1_acc: 0.1859, top5_acc: 0.3992, loss_cls: 3.9672, loss: 3.9672, grad_norm: 0.8126 2020-07-22 17:37:55,987 - mmaction - INFO - Epoch [9][760/940] lr: 5.986e-01, eta: 3 days, 1:25:23, time: 0.885, data_time: 0.056, memory: 9444, top1_acc: 0.1832, top5_acc: 0.4129, loss_cls: 3.9353, loss: 3.9353, grad_norm: 0.8241 2020-07-22 17:38:15,327 - mmaction - INFO - Epoch [9][780/940] lr: 5.986e-01, eta: 3 days, 1:23:20, time: 0.959, data_time: 0.010, memory: 9444, top1_acc: 0.1924, top5_acc: 0.4025, loss_cls: 3.9217, loss: 3.9217, grad_norm: 0.8125 2020-07-22 17:38:29,231 - mmaction - INFO - Epoch [9][800/940] lr: 5.986e-01, eta: 3 days, 1:18:56, time: 0.704, data_time: 0.011, memory: 9444, top1_acc: 0.1857, top5_acc: 0.4135, loss_cls: 3.9365, loss: 3.9365, grad_norm: 0.8054 2020-07-22 17:38:54,956 - mmaction - INFO - Epoch [9][820/940] lr: 5.986e-01, eta: 3 days, 1:19:57, time: 1.286, data_time: 0.004, memory: 9444, top1_acc: 0.1904, top5_acc: 0.4148, loss_cls: 3.9354, loss: 3.9354, grad_norm: 0.8272 2020-07-22 17:39:12,945 - mmaction - INFO - Epoch [9][840/940] lr: 5.986e-01, eta: 3 days, 1:17:22, time: 0.899, data_time: 0.002, memory: 9444, top1_acc: 0.1775, top5_acc: 0.4137, loss_cls: 3.9469, loss: 3.9469, grad_norm: 0.8218 2020-07-22 17:39:29,303 - mmaction - INFO - Epoch [9][860/940] lr: 5.986e-01, eta: 3 days, 1:14:03, time: 0.819, data_time: 0.005, memory: 9444, top1_acc: 0.1814, top5_acc: 0.3961, loss_cls: 3.9847, loss: 3.9847, grad_norm: 0.8141 2020-07-22 17:39:43,579 - mmaction - INFO - Epoch [9][880/940] lr: 5.986e-01, eta: 3 days, 1:09:47, time: 0.712, data_time: 0.014, memory: 9444, top1_acc: 0.1738, top5_acc: 0.4018, loss_cls: 3.9784, loss: 3.9784, grad_norm: 0.7999 2020-07-22 17:40:02,928 - mmaction - INFO - Epoch [9][900/940] lr: 5.986e-01, eta: 3 days, 1:07:53, time: 0.968, data_time: 0.176, memory: 9444, top1_acc: 0.1941, top5_acc: 0.4141, loss_cls: 3.8988, loss: 3.8988, grad_norm: 0.8183 2020-07-22 17:40:19,685 - mmaction - INFO - Epoch [9][920/940] lr: 5.986e-01, eta: 3 days, 1:04:47, time: 0.837, data_time: 0.004, memory: 9444, top1_acc: 0.1840, top5_acc: 0.4133, loss_cls: 3.9559, loss: 3.9559, grad_norm: 0.8117 2020-07-22 17:40:35,562 - mmaction - INFO - Epoch [9][940/940] lr: 5.986e-01, eta: 3 days, 1:01:19, time: 0.795, data_time: 0.016, memory: 9444, top1_acc: 0.1893, top5_acc: 0.4168, loss_cls: 3.9273, loss: 3.9273, grad_norm: 0.8242 2020-07-22 17:43:35,967 - mmaction - INFO - Epoch [10][20/940] lr: 5.982e-01, eta: 3 days, 2:09:27, time: 8.639, data_time: 6.686, memory: 9444, top1_acc: 0.1855, top5_acc: 0.4090, loss_cls: 3.9168, loss: 3.9168, grad_norm: 0.8364 2020-07-22 17:43:51,453 - mmaction - INFO - Epoch [10][40/940] lr: 5.982e-01, eta: 3 days, 2:05:38, time: 0.774, data_time: 0.006, memory: 9444, top1_acc: 0.1893, top5_acc: 0.4156, loss_cls: 3.9165, loss: 3.9165, grad_norm: 0.8219 2020-07-22 17:44:07,437 - mmaction - INFO - Epoch [10][60/940] lr: 5.982e-01, eta: 3 days, 2:02:04, time: 0.798, data_time: 0.003, memory: 9444, top1_acc: 0.1908, top5_acc: 0.4090, loss_cls: 3.9130, loss: 3.9130, grad_norm: 0.8054 2020-07-22 17:44:26,563 - mmaction - INFO - Epoch [10][80/940] lr: 5.982e-01, eta: 3 days, 1:59:53, time: 0.949, data_time: 0.009, memory: 9444, top1_acc: 0.1910, top5_acc: 0.4188, loss_cls: 3.9078, loss: 3.9078, grad_norm: 0.8094 2020-07-22 17:44:41,976 - mmaction - INFO - Epoch [10][100/940] lr: 5.982e-01, eta: 3 days, 1:56:10, time: 0.779, data_time: 0.014, memory: 9444, top1_acc: 0.1832, top5_acc: 0.4123, loss_cls: 3.9033, loss: 3.9033, grad_norm: 0.8214 2020-07-22 17:45:00,506 - mmaction - INFO - Epoch [10][120/940] lr: 5.982e-01, eta: 3 days, 1:53:47, time: 0.924, data_time: 0.006, memory: 9444, top1_acc: 0.1943, top5_acc: 0.4275, loss_cls: 3.8549, loss: 3.8549, grad_norm: 0.8152 2020-07-22 17:45:18,402 - mmaction - INFO - Epoch [10][140/940] lr: 5.982e-01, eta: 3 days, 1:51:09, time: 0.897, data_time: 0.006, memory: 9444, top1_acc: 0.1928, top5_acc: 0.4250, loss_cls: 3.8736, loss: 3.8736, grad_norm: 0.8236 2020-07-22 17:45:34,171 - mmaction - INFO - Epoch [10][160/940] lr: 5.982e-01, eta: 3 days, 1:47:34, time: 0.788, data_time: 0.005, memory: 9444, top1_acc: 0.1900, top5_acc: 0.4189, loss_cls: 3.9022, loss: 3.9022, grad_norm: 0.8259 2020-07-22 17:45:48,517 - mmaction - INFO - Epoch [10][180/940] lr: 5.982e-01, eta: 3 days, 1:43:20, time: 0.716, data_time: 0.007, memory: 9444, top1_acc: 0.1977, top5_acc: 0.4246, loss_cls: 3.8777, loss: 3.8777, grad_norm: 0.8236 2020-07-22 17:46:10,522 - mmaction - INFO - Epoch [10][200/940] lr: 5.982e-01, eta: 3 days, 1:42:30, time: 1.093, data_time: 0.008, memory: 9444, top1_acc: 0.2002, top5_acc: 0.4178, loss_cls: 3.9163, loss: 3.9163, grad_norm: 0.8222 2020-07-22 17:46:27,986 - mmaction - INFO - Epoch [10][220/940] lr: 5.982e-01, eta: 3 days, 1:39:47, time: 0.882, data_time: 0.013, memory: 9444, top1_acc: 0.1922, top5_acc: 0.4238, loss_cls: 3.8748, loss: 3.8748, grad_norm: 0.8394 2020-07-22 17:46:46,377 - mmaction - INFO - Epoch [10][240/940] lr: 5.982e-01, eta: 3 days, 1:37:25, time: 0.919, data_time: 0.004, memory: 9444, top1_acc: 0.2016, top5_acc: 0.4197, loss_cls: 3.8936, loss: 3.8936, grad_norm: 0.8253 2020-07-22 17:47:04,858 - mmaction - INFO - Epoch [10][260/940] lr: 5.982e-01, eta: 3 days, 1:35:06, time: 0.925, data_time: 0.004, memory: 9444, top1_acc: 0.1803, top5_acc: 0.4111, loss_cls: 3.9404, loss: 3.9404, grad_norm: 0.8286 2020-07-22 17:47:21,348 - mmaction - INFO - Epoch [10][280/940] lr: 5.982e-01, eta: 3 days, 1:31:54, time: 0.823, data_time: 0.002, memory: 9444, top1_acc: 0.1895, top5_acc: 0.4178, loss_cls: 3.9005, loss: 3.9005, grad_norm: 0.8037 2020-07-22 17:47:36,200 - mmaction - INFO - Epoch [10][300/940] lr: 5.982e-01, eta: 3 days, 1:27:55, time: 0.733, data_time: 0.003, memory: 9444, top1_acc: 0.1852, top5_acc: 0.4174, loss_cls: 3.9197, loss: 3.9197, grad_norm: 0.8299 2020-07-22 17:47:55,956 - mmaction - INFO - Epoch [10][320/940] lr: 5.982e-01, eta: 3 days, 1:26:16, time: 0.997, data_time: 0.018, memory: 9444, top1_acc: 0.1869, top5_acc: 0.4150, loss_cls: 3.9226, loss: 3.9226, grad_norm: 0.8072 2020-07-22 17:48:15,214 - mmaction - INFO - Epoch [10][340/940] lr: 5.982e-01, eta: 3 days, 1:24:21, time: 0.965, data_time: 0.007, memory: 9444, top1_acc: 0.1988, top5_acc: 0.4277, loss_cls: 3.8441, loss: 3.8441, grad_norm: 0.8255 2020-07-22 17:48:30,006 - mmaction - INFO - Epoch [10][360/940] lr: 5.982e-01, eta: 3 days, 1:20:13, time: 0.711, data_time: 0.004, memory: 9444, top1_acc: 0.1908, top5_acc: 0.4158, loss_cls: 3.9289, loss: 3.9289, grad_norm: 0.8192 2020-07-22 17:48:46,101 - mmaction - INFO - Epoch [10][380/940] lr: 5.982e-01, eta: 3 days, 1:17:10, time: 0.832, data_time: 0.037, memory: 9444, top1_acc: 0.1896, top5_acc: 0.4146, loss_cls: 3.8880, loss: 3.8880, grad_norm: 0.8185 2020-07-22 17:49:03,920 - mmaction - INFO - Epoch [10][400/940] lr: 5.982e-01, eta: 3 days, 1:14:38, time: 0.891, data_time: 0.005, memory: 9444, top1_acc: 0.1902, top5_acc: 0.4174, loss_cls: 3.9104, loss: 3.9104, grad_norm: 0.8287 2020-07-22 17:49:20,016 - mmaction - INFO - Epoch [10][420/940] lr: 5.982e-01, eta: 3 days, 1:11:21, time: 0.804, data_time: 0.005, memory: 9444, top1_acc: 0.1891, top5_acc: 0.4156, loss_cls: 3.9325, loss: 3.9325, grad_norm: 0.8246 2020-07-22 17:49:38,487 - mmaction - INFO - Epoch [10][440/940] lr: 5.982e-01, eta: 3 days, 1:09:07, time: 0.924, data_time: 0.006, memory: 9444, top1_acc: 0.1869, top5_acc: 0.4121, loss_cls: 3.9349, loss: 3.9349, grad_norm: 0.8339 2020-07-22 17:49:55,545 - mmaction - INFO - Epoch [10][460/940] lr: 5.982e-01, eta: 3 days, 1:06:17, time: 0.852, data_time: 0.004, memory: 9444, top1_acc: 0.1967, top5_acc: 0.4109, loss_cls: 3.9020, loss: 3.9020, grad_norm: 0.8248 2020-07-22 17:50:12,286 - mmaction - INFO - Epoch [10][480/940] lr: 5.982e-01, eta: 3 days, 1:03:19, time: 0.836, data_time: 0.005, memory: 9444, top1_acc: 0.1900, top5_acc: 0.4156, loss_cls: 3.9362, loss: 3.9362, grad_norm: 0.8250 2020-07-22 17:50:28,792 - mmaction - INFO - Epoch [10][500/940] lr: 5.982e-01, eta: 3 days, 1:00:17, time: 0.828, data_time: 0.004, memory: 9444, top1_acc: 0.1910, top5_acc: 0.4229, loss_cls: 3.8798, loss: 3.8798, grad_norm: 0.8194 2020-07-22 17:50:48,261 - mmaction - INFO - Epoch [10][520/940] lr: 5.982e-01, eta: 3 days, 0:58:31, time: 0.973, data_time: 0.003, memory: 9444, top1_acc: 0.1857, top5_acc: 0.4111, loss_cls: 3.9307, loss: 3.9307, grad_norm: 0.8359 2020-07-22 17:51:01,769 - mmaction - INFO - Epoch [10][540/940] lr: 5.982e-01, eta: 3 days, 0:54:12, time: 0.674, data_time: 0.005, memory: 9444, top1_acc: 0.1770, top5_acc: 0.4105, loss_cls: 3.9363, loss: 3.9363, grad_norm: 0.8375 2020-07-22 17:51:21,171 - mmaction - INFO - Epoch [10][560/940] lr: 5.982e-01, eta: 3 days, 0:52:26, time: 0.971, data_time: 0.005, memory: 9444, top1_acc: 0.1891, top5_acc: 0.4240, loss_cls: 3.8955, loss: 3.8955, grad_norm: 0.8277 2020-07-22 17:51:37,626 - mmaction - INFO - Epoch [10][580/940] lr: 5.982e-01, eta: 3 days, 0:49:24, time: 0.822, data_time: 0.005, memory: 9444, top1_acc: 0.1943, top5_acc: 0.4240, loss_cls: 3.8789, loss: 3.8789, grad_norm: 0.8324 2020-07-22 17:51:57,301 - mmaction - INFO - Epoch [10][600/940] lr: 5.982e-01, eta: 3 days, 0:47:43, time: 0.979, data_time: 0.006, memory: 9444, top1_acc: 0.1965, top5_acc: 0.4129, loss_cls: 3.9089, loss: 3.9089, grad_norm: 0.8303 2020-07-22 17:52:17,164 - mmaction - INFO - Epoch [10][620/940] lr: 5.982e-01, eta: 3 days, 0:46:13, time: 0.998, data_time: 0.009, memory: 9444, top1_acc: 0.2006, top5_acc: 0.4262, loss_cls: 3.8463, loss: 3.8463, grad_norm: 0.8294 2020-07-22 17:52:32,479 - mmaction - INFO - Epoch [10][640/940] lr: 5.982e-01, eta: 3 days, 0:42:44, time: 0.765, data_time: 0.007, memory: 9444, top1_acc: 0.1924, top5_acc: 0.4158, loss_cls: 3.8702, loss: 3.8702, grad_norm: 0.8204 2020-07-22 17:52:49,303 - mmaction - INFO - Epoch [10][660/940] lr: 5.982e-01, eta: 3 days, 0:39:54, time: 0.842, data_time: 0.006, memory: 9444, top1_acc: 0.1887, top5_acc: 0.4115, loss_cls: 3.9319, loss: 3.9319, grad_norm: 0.8166 2020-07-22 17:53:09,136 - mmaction - INFO - Epoch [10][680/940] lr: 5.982e-01, eta: 3 days, 0:38:22, time: 0.992, data_time: 0.004, memory: 9444, top1_acc: 0.1934, top5_acc: 0.4164, loss_cls: 3.8651, loss: 3.8651, grad_norm: 0.8216 2020-07-22 17:53:28,716 - mmaction - INFO - Epoch [10][700/940] lr: 5.982e-01, eta: 3 days, 0:36:37, time: 0.967, data_time: 0.005, memory: 9444, top1_acc: 0.1881, top5_acc: 0.4193, loss_cls: 3.8784, loss: 3.8784, grad_norm: 0.8322 2020-07-22 17:53:44,722 - mmaction - INFO - Epoch [10][720/940] lr: 5.982e-01, eta: 3 days, 0:33:34, time: 0.810, data_time: 0.019, memory: 9444, top1_acc: 0.1855, top5_acc: 0.4203, loss_cls: 3.9127, loss: 3.9127, grad_norm: 0.8234 2020-07-22 17:54:01,996 - mmaction - INFO - Epoch [10][740/940] lr: 5.982e-01, eta: 3 days, 0:30:58, time: 0.865, data_time: 0.011, memory: 9444, top1_acc: 0.1938, top5_acc: 0.4275, loss_cls: 3.8705, loss: 3.8705, grad_norm: 0.8360 2020-07-22 17:54:20,277 - mmaction - INFO - Epoch [10][760/940] lr: 5.982e-01, eta: 3 days, 0:28:43, time: 0.904, data_time: 0.006, memory: 9444, top1_acc: 0.2002, top5_acc: 0.4252, loss_cls: 3.8554, loss: 3.8554, grad_norm: 0.8483 2020-07-22 17:54:37,634 - mmaction - INFO - Epoch [10][780/940] lr: 5.982e-01, eta: 3 days, 0:26:16, time: 0.879, data_time: 0.015, memory: 9444, top1_acc: 0.2041, top5_acc: 0.4354, loss_cls: 3.8442, loss: 3.8442, grad_norm: 0.8103 2020-07-22 17:54:52,067 - mmaction - INFO - Epoch [10][800/940] lr: 5.982e-01, eta: 3 days, 0:22:31, time: 0.721, data_time: 0.003, memory: 9444, top1_acc: 0.1934, top5_acc: 0.4221, loss_cls: 3.8604, loss: 3.8604, grad_norm: 0.8313 2020-07-22 17:55:09,164 - mmaction - INFO - Epoch [10][820/940] lr: 5.982e-01, eta: 3 days, 0:19:53, time: 0.855, data_time: 0.005, memory: 9444, top1_acc: 0.2033, top5_acc: 0.4188, loss_cls: 3.8853, loss: 3.8853, grad_norm: 0.8442 2020-07-22 17:55:27,991 - mmaction - INFO - Epoch [10][840/940] lr: 5.982e-01, eta: 3 days, 0:17:58, time: 0.940, data_time: 0.004, memory: 9444, top1_acc: 0.1947, top5_acc: 0.4248, loss_cls: 3.8803, loss: 3.8803, grad_norm: 0.8421 2020-07-22 17:55:45,754 - mmaction - INFO - Epoch [10][860/940] lr: 5.982e-01, eta: 3 days, 0:15:39, time: 0.889, data_time: 0.006, memory: 9444, top1_acc: 0.2016, top5_acc: 0.4248, loss_cls: 3.8853, loss: 3.8853, grad_norm: 0.8200 2020-07-22 17:56:03,514 - mmaction - INFO - Epoch [10][880/940] lr: 5.982e-01, eta: 3 days, 0:13:03, time: 0.855, data_time: 0.018, memory: 9444, top1_acc: 0.1961, top5_acc: 0.4256, loss_cls: 3.8752, loss: 3.8752, grad_norm: 0.8323 2020-07-22 17:56:22,186 - mmaction - INFO - Epoch [10][900/940] lr: 5.982e-01, eta: 3 days, 0:11:18, time: 0.957, data_time: 0.044, memory: 9444, top1_acc: 0.1879, top5_acc: 0.4207, loss_cls: 3.8759, loss: 3.8759, grad_norm: 0.8268 2020-07-22 17:56:38,286 - mmaction - INFO - Epoch [10][920/940] lr: 5.982e-01, eta: 3 days, 0:08:23, time: 0.815, data_time: 0.015, memory: 9444, top1_acc: 0.1990, top5_acc: 0.4266, loss_cls: 3.8477, loss: 3.8477, grad_norm: 0.8601 2020-07-22 17:56:50,937 - mmaction - INFO - Epoch [10][940/940] lr: 5.982e-01, eta: 3 days, 0:04:00, time: 0.633, data_time: 0.005, memory: 9444, top1_acc: 0.1885, top5_acc: 0.4075, loss_cls: 3.9196, loss: 3.9196, grad_norm: 0.8360 2020-07-22 17:59:46,598 - mmaction - INFO - Epoch [11][20/940] lr: 5.977e-01, eta: 3 days, 1:03:50, time: 8.482, data_time: 7.132, memory: 9444, top1_acc: 0.2000, top5_acc: 0.4260, loss_cls: 3.8401, loss: 3.8401, grad_norm: 0.8441 2020-07-22 18:00:00,557 - mmaction - INFO - Epoch [11][40/940] lr: 5.977e-01, eta: 3 days, 0:59:54, time: 0.701, data_time: 0.008, memory: 9444, top1_acc: 0.2004, top5_acc: 0.4326, loss_cls: 3.8538, loss: 3.8538, grad_norm: 0.8335 2020-07-22 18:00:26,705 - mmaction - INFO - Epoch [11][60/940] lr: 5.977e-01, eta: 3 days, 1:00:52, time: 1.302, data_time: 0.005, memory: 9444, top1_acc: 0.1984, top5_acc: 0.4248, loss_cls: 3.8687, loss: 3.8687, grad_norm: 0.8356 2020-07-22 18:00:43,348 - mmaction - INFO - Epoch [11][80/940] lr: 5.977e-01, eta: 3 days, 0:58:03, time: 0.838, data_time: 0.019, memory: 9444, top1_acc: 0.2004, top5_acc: 0.4230, loss_cls: 3.8310, loss: 3.8310, grad_norm: 0.8394 2020-07-22 18:00:59,919 - mmaction - INFO - Epoch [11][100/940] lr: 5.977e-01, eta: 3 days, 0:55:11, time: 0.828, data_time: 0.006, memory: 9444, top1_acc: 0.2133, top5_acc: 0.4465, loss_cls: 3.7953, loss: 3.7953, grad_norm: 0.8366 2020-07-22 18:01:18,176 - mmaction - INFO - Epoch [11][120/940] lr: 5.977e-01, eta: 3 days, 0:52:59, time: 0.912, data_time: 0.003, memory: 9444, top1_acc: 0.1990, top5_acc: 0.4244, loss_cls: 3.8602, loss: 3.8602, grad_norm: 0.8485 2020-07-22 18:01:35,997 - mmaction - INFO - Epoch [11][140/940] lr: 5.977e-01, eta: 3 days, 0:50:39, time: 0.892, data_time: 0.005, memory: 9444, top1_acc: 0.2061, top5_acc: 0.4307, loss_cls: 3.8619, loss: 3.8619, grad_norm: 0.8322 2020-07-22 18:01:55,458 - mmaction - INFO - Epoch [11][160/940] lr: 5.977e-01, eta: 3 days, 0:48:54, time: 0.965, data_time: 0.006, memory: 9444, top1_acc: 0.2031, top5_acc: 0.4322, loss_cls: 3.8426, loss: 3.8426, grad_norm: 0.8252 2020-07-22 18:02:13,731 - mmaction - INFO - Epoch [11][180/940] lr: 5.977e-01, eta: 3 days, 0:46:46, time: 0.917, data_time: 0.013, memory: 9444, top1_acc: 0.1945, top5_acc: 0.4240, loss_cls: 3.8706, loss: 3.8706, grad_norm: 0.8292 2020-07-22 18:02:31,133 - mmaction - INFO - Epoch [11][200/940] lr: 5.977e-01, eta: 3 days, 0:44:19, time: 0.874, data_time: 0.007, memory: 9444, top1_acc: 0.1977, top5_acc: 0.4262, loss_cls: 3.8353, loss: 3.8353, grad_norm: 0.8461 2020-07-22 18:02:47,462 - mmaction - INFO - Epoch [11][220/940] lr: 5.977e-01, eta: 3 days, 0:41:24, time: 0.817, data_time: 0.005, memory: 9444, top1_acc: 0.1865, top5_acc: 0.4113, loss_cls: 3.8896, loss: 3.8896, grad_norm: 0.8156 2020-07-22 18:03:03,895 - mmaction - INFO - Epoch [11][240/940] lr: 5.977e-01, eta: 3 days, 0:38:32, time: 0.822, data_time: 0.005, memory: 9444, top1_acc: 0.2105, top5_acc: 0.4406, loss_cls: 3.8030, loss: 3.8030, grad_norm: 0.8407 2020-07-22 18:03:22,190 - mmaction - INFO - Epoch [11][260/940] lr: 5.977e-01, eta: 3 days, 0:36:25, time: 0.914, data_time: 0.005, memory: 9444, top1_acc: 0.2000, top5_acc: 0.4373, loss_cls: 3.8235, loss: 3.8235, grad_norm: 0.8469 2020-07-22 18:03:39,676 - mmaction - INFO - Epoch [11][280/940] lr: 5.977e-01, eta: 3 days, 0:34:00, time: 0.876, data_time: 0.005, memory: 9444, top1_acc: 0.1957, top5_acc: 0.4289, loss_cls: 3.8454, loss: 3.8454, grad_norm: 0.8458 2020-07-22 18:03:56,910 - mmaction - INFO - Epoch [11][300/940] lr: 5.977e-01, eta: 3 days, 0:31:29, time: 0.861, data_time: 0.004, memory: 9444, top1_acc: 0.1838, top5_acc: 0.4219, loss_cls: 3.8802, loss: 3.8802, grad_norm: 0.8558 2020-07-22 18:04:13,850 - mmaction - INFO - Epoch [11][320/940] lr: 5.977e-01, eta: 3 days, 0:28:52, time: 0.847, data_time: 0.003, memory: 9444, top1_acc: 0.2020, top5_acc: 0.4279, loss_cls: 3.8686, loss: 3.8686, grad_norm: 0.8427 2020-07-22 18:04:28,523 - mmaction - INFO - Epoch [11][340/940] lr: 5.977e-01, eta: 3 days, 0:25:22, time: 0.735, data_time: 0.006, memory: 9444, top1_acc: 0.1949, top5_acc: 0.4277, loss_cls: 3.8628, loss: 3.8628, grad_norm: 0.8525 2020-07-22 18:04:46,018 - mmaction - INFO - Epoch [11][360/940] lr: 5.977e-01, eta: 3 days, 0:22:58, time: 0.873, data_time: 0.003, memory: 9444, top1_acc: 0.1857, top5_acc: 0.4107, loss_cls: 3.9085, loss: 3.9085, grad_norm: 0.8292 2020-07-22 18:05:03,431 - mmaction - INFO - Epoch [11][380/940] lr: 5.977e-01, eta: 3 days, 0:20:33, time: 0.869, data_time: 0.006, memory: 9444, top1_acc: 0.1965, top5_acc: 0.4270, loss_cls: 3.8766, loss: 3.8766, grad_norm: 0.8286 2020-07-22 18:05:19,832 - mmaction - INFO - Epoch [11][400/940] lr: 5.977e-01, eta: 3 days, 0:17:46, time: 0.822, data_time: 0.009, memory: 9444, top1_acc: 0.2072, top5_acc: 0.4365, loss_cls: 3.8047, loss: 3.8047, grad_norm: 0.8225 2020-07-22 18:05:37,017 - mmaction - INFO - Epoch [11][420/940] lr: 5.977e-01, eta: 3 days, 0:15:18, time: 0.859, data_time: 0.003, memory: 9444, top1_acc: 0.1973, top5_acc: 0.4234, loss_cls: 3.8856, loss: 3.8856, grad_norm: 0.8424 2020-07-22 18:05:55,646 - mmaction - INFO - Epoch [11][440/940] lr: 5.977e-01, eta: 3 days, 0:13:23, time: 0.931, data_time: 0.006, memory: 9444, top1_acc: 0.1973, top5_acc: 0.4291, loss_cls: 3.8698, loss: 3.8698, grad_norm: 0.8352 2020-07-22 18:06:11,496 - mmaction - INFO - Epoch [11][460/940] lr: 5.977e-01, eta: 3 days, 0:10:25, time: 0.792, data_time: 0.006, memory: 9444, top1_acc: 0.2049, top5_acc: 0.4322, loss_cls: 3.8201, loss: 3.8201, grad_norm: 0.8424 2020-07-22 18:06:29,347 - mmaction - INFO - Epoch [11][480/940] lr: 5.977e-01, eta: 3 days, 0:08:13, time: 0.893, data_time: 0.003, memory: 9444, top1_acc: 0.1908, top5_acc: 0.4172, loss_cls: 3.8725, loss: 3.8725, grad_norm: 0.8402 2020-07-22 18:06:45,563 - mmaction - INFO - Epoch [11][500/940] lr: 5.977e-01, eta: 3 days, 0:05:24, time: 0.810, data_time: 0.003, memory: 9444, top1_acc: 0.2055, top5_acc: 0.4330, loss_cls: 3.8199, loss: 3.8199, grad_norm: 0.8368 2020-07-22 18:07:01,493 - mmaction - INFO - Epoch [11][520/940] lr: 5.977e-01, eta: 3 days, 0:02:29, time: 0.797, data_time: 0.004, memory: 9444, top1_acc: 0.1941, top5_acc: 0.4254, loss_cls: 3.8620, loss: 3.8620, grad_norm: 0.8363 2020-07-22 18:07:20,721 - mmaction - INFO - Epoch [11][540/940] lr: 5.977e-01, eta: 3 days, 0:00:50, time: 0.960, data_time: 0.005, memory: 9444, top1_acc: 0.2061, top5_acc: 0.4395, loss_cls: 3.8357, loss: 3.8357, grad_norm: 0.8468 2020-07-22 18:07:38,564 - mmaction - INFO - Epoch [11][560/940] lr: 5.977e-01, eta: 2 days, 23:58:41, time: 0.893, data_time: 0.012, memory: 9444, top1_acc: 0.2064, top5_acc: 0.4297, loss_cls: 3.8413, loss: 3.8413, grad_norm: 0.8453 2020-07-22 18:07:56,361 - mmaction - INFO - Epoch [11][580/940] lr: 5.977e-01, eta: 2 days, 23:56:31, time: 0.890, data_time: 0.015, memory: 9444, top1_acc: 0.1957, top5_acc: 0.4236, loss_cls: 3.8728, loss: 3.8728, grad_norm: 0.8366 2020-07-22 18:08:11,203 - mmaction - INFO - Epoch [11][600/940] lr: 5.977e-01, eta: 2 days, 23:53:12, time: 0.740, data_time: 0.007, memory: 9444, top1_acc: 0.2115, top5_acc: 0.4396, loss_cls: 3.8251, loss: 3.8251, grad_norm: 0.8413 2020-07-22 18:08:28,457 - mmaction - INFO - Epoch [11][620/940] lr: 5.977e-01, eta: 2 days, 23:50:50, time: 0.864, data_time: 0.005, memory: 9444, top1_acc: 0.1977, top5_acc: 0.4330, loss_cls: 3.8747, loss: 3.8747, grad_norm: 0.8404 2020-07-22 18:08:51,477 - mmaction - INFO - Epoch [11][640/940] lr: 5.977e-01, eta: 2 days, 23:50:42, time: 1.152, data_time: 0.009, memory: 9444, top1_acc: 0.1920, top5_acc: 0.4195, loss_cls: 3.9010, loss: 3.9010, grad_norm: 0.8332 2020-07-22 18:09:09,340 - mmaction - INFO - Epoch [11][660/940] lr: 5.977e-01, eta: 2 days, 23:48:34, time: 0.893, data_time: 0.004, memory: 9444, top1_acc: 0.2023, top5_acc: 0.4254, loss_cls: 3.8399, loss: 3.8399, grad_norm: 0.8353 2020-07-22 18:09:24,977 - mmaction - INFO - Epoch [11][680/940] lr: 5.977e-01, eta: 2 days, 23:45:37, time: 0.782, data_time: 0.005, memory: 9444, top1_acc: 0.2010, top5_acc: 0.4322, loss_cls: 3.8309, loss: 3.8309, grad_norm: 0.8381 2020-07-22 18:09:41,323 - mmaction - INFO - Epoch [11][700/940] lr: 5.977e-01, eta: 2 days, 23:42:56, time: 0.817, data_time: 0.007, memory: 9444, top1_acc: 0.2033, top5_acc: 0.4313, loss_cls: 3.8412, loss: 3.8412, grad_norm: 0.8444 2020-07-22 18:09:54,741 - mmaction - INFO - Epoch [11][720/940] lr: 5.977e-01, eta: 2 days, 23:39:09, time: 0.670, data_time: 0.006, memory: 9444, top1_acc: 0.2014, top5_acc: 0.4258, loss_cls: 3.8606, loss: 3.8606, grad_norm: 0.8303 2020-07-22 18:10:15,326 - mmaction - INFO - Epoch [11][740/940] lr: 5.977e-01, eta: 2 days, 23:38:05, time: 1.030, data_time: 0.008, memory: 9444, top1_acc: 0.2057, top5_acc: 0.4271, loss_cls: 3.8547, loss: 3.8547, grad_norm: 0.8431 2020-07-22 18:10:31,329 - mmaction - INFO - Epoch [11][760/940] lr: 5.977e-01, eta: 2 days, 23:35:19, time: 0.802, data_time: 0.003, memory: 9444, top1_acc: 0.1984, top5_acc: 0.4154, loss_cls: 3.9031, loss: 3.9031, grad_norm: 0.8429 2020-07-22 18:10:48,420 - mmaction - INFO - Epoch [11][780/940] lr: 5.977e-01, eta: 2 days, 23:32:57, time: 0.853, data_time: 0.002, memory: 9444, top1_acc: 0.1904, top5_acc: 0.4252, loss_cls: 3.8728, loss: 3.8728, grad_norm: 0.8371 2020-07-22 18:11:05,896 - mmaction - INFO - Epoch [11][800/940] lr: 5.977e-01, eta: 2 days, 23:30:44, time: 0.873, data_time: 0.009, memory: 9444, top1_acc: 0.2090, top5_acc: 0.4324, loss_cls: 3.8515, loss: 3.8515, grad_norm: 0.8362 2020-07-22 18:11:22,489 - mmaction - INFO - Epoch [11][820/940] lr: 5.977e-01, eta: 2 days, 23:28:01, time: 0.804, data_time: 0.008, memory: 9444, top1_acc: 0.1887, top5_acc: 0.4197, loss_cls: 3.8884, loss: 3.8884, grad_norm: 0.8375 2020-07-22 18:11:40,336 - mmaction - INFO - Epoch [11][840/940] lr: 5.977e-01, eta: 2 days, 23:26:10, time: 0.920, data_time: 0.032, memory: 9444, top1_acc: 0.2006, top5_acc: 0.4193, loss_cls: 3.8672, loss: 3.8672, grad_norm: 0.8404 2020-07-22 18:11:53,462 - mmaction - INFO - Epoch [11][860/940] lr: 5.977e-01, eta: 2 days, 23:22:20, time: 0.655, data_time: 0.002, memory: 9444, top1_acc: 0.2029, top5_acc: 0.4285, loss_cls: 3.8489, loss: 3.8489, grad_norm: 0.8399 2020-07-22 18:12:11,250 - mmaction - INFO - Epoch [11][880/940] lr: 5.977e-01, eta: 2 days, 23:20:17, time: 0.890, data_time: 0.004, memory: 9444, top1_acc: 0.1994, top5_acc: 0.4246, loss_cls: 3.8479, loss: 3.8479, grad_norm: 0.8423 2020-07-22 18:12:27,774 - mmaction - INFO - Epoch [11][900/940] lr: 5.977e-01, eta: 2 days, 23:17:45, time: 0.826, data_time: 0.007, memory: 9444, top1_acc: 0.1898, top5_acc: 0.4205, loss_cls: 3.8800, loss: 3.8800, grad_norm: 0.8478 2020-07-22 18:12:46,087 - mmaction - INFO - Epoch [11][920/940] lr: 5.977e-01, eta: 2 days, 23:15:54, time: 0.915, data_time: 0.008, memory: 9444, top1_acc: 0.2039, top5_acc: 0.4375, loss_cls: 3.8218, loss: 3.8218, grad_norm: 0.8504 2020-07-22 18:13:01,264 - mmaction - INFO - Epoch [11][940/940] lr: 5.977e-01, eta: 2 days, 23:12:55, time: 0.761, data_time: 0.006, memory: 9444, top1_acc: 0.2088, top5_acc: 0.4357, loss_cls: 3.8267, loss: 3.8267, grad_norm: 0.8550 2020-07-22 18:15:51,327 - mmaction - INFO - Epoch [12][20/940] lr: 5.973e-01, eta: 3 days, 0:03:52, time: 8.041, data_time: 6.880, memory: 9444, top1_acc: 0.1938, top5_acc: 0.4213, loss_cls: 3.9058, loss: 3.9058, grad_norm: 0.8510 2020-07-22 18:16:07,092 - mmaction - INFO - Epoch [12][40/940] lr: 5.973e-01, eta: 3 days, 0:01:10, time: 0.810, data_time: 0.027, memory: 9444, top1_acc: 0.2023, top5_acc: 0.4371, loss_cls: 3.8082, loss: 3.8082, grad_norm: 0.8445 2020-07-22 18:16:24,200 - mmaction - INFO - Epoch [12][60/940] lr: 5.973e-01, eta: 2 days, 23:58:47, time: 0.854, data_time: 0.005, memory: 9444, top1_acc: 0.2068, top5_acc: 0.4369, loss_cls: 3.8077, loss: 3.8077, grad_norm: 0.8593 2020-07-22 18:16:40,098 - mmaction - INFO - Epoch [12][80/940] lr: 5.973e-01, eta: 2 days, 23:55:58, time: 0.795, data_time: 0.006, memory: 9444, top1_acc: 0.2010, top5_acc: 0.4332, loss_cls: 3.8391, loss: 3.8391, grad_norm: 0.8473 2020-07-22 18:16:56,076 - mmaction - INFO - Epoch [12][100/940] lr: 5.973e-01, eta: 2 days, 23:53:12, time: 0.799, data_time: 0.005, memory: 9444, top1_acc: 0.2023, top5_acc: 0.4287, loss_cls: 3.8209, loss: 3.8209, grad_norm: 0.8559 2020-07-22 18:17:12,887 - mmaction - INFO - Epoch [12][120/940] lr: 5.973e-01, eta: 2 days, 23:50:45, time: 0.841, data_time: 0.004, memory: 9444, top1_acc: 0.2078, top5_acc: 0.4305, loss_cls: 3.8088, loss: 3.8088, grad_norm: 0.8236 2020-07-22 18:17:29,378 - mmaction - INFO - Epoch [12][140/940] lr: 5.973e-01, eta: 2 days, 23:48:11, time: 0.825, data_time: 0.004, memory: 9444, top1_acc: 0.2014, top5_acc: 0.4371, loss_cls: 3.8395, loss: 3.8395, grad_norm: 0.8499 2020-07-22 18:17:46,315 - mmaction - INFO - Epoch [12][160/940] lr: 5.973e-01, eta: 2 days, 23:45:46, time: 0.845, data_time: 0.005, memory: 9444, top1_acc: 0.1961, top5_acc: 0.4299, loss_cls: 3.8326, loss: 3.8326, grad_norm: 0.8368 2020-07-22 18:18:04,661 - mmaction - INFO - Epoch [12][180/940] lr: 5.973e-01, eta: 2 days, 23:43:55, time: 0.919, data_time: 0.006, memory: 9444, top1_acc: 0.1990, top5_acc: 0.4297, loss_cls: 3.8322, loss: 3.8322, grad_norm: 0.8448 2020-07-22 18:18:20,625 - mmaction - INFO - Epoch [12][200/940] lr: 5.973e-01, eta: 2 days, 23:41:11, time: 0.798, data_time: 0.003, memory: 9444, top1_acc: 0.2025, top5_acc: 0.4318, loss_cls: 3.8441, loss: 3.8441, grad_norm: 0.8444 2020-07-22 18:18:34,682 - mmaction - INFO - Epoch [12][220/940] lr: 5.973e-01, eta: 2 days, 23:37:47, time: 0.704, data_time: 0.005, memory: 9444, top1_acc: 0.2023, top5_acc: 0.4359, loss_cls: 3.8093, loss: 3.8093, grad_norm: 0.8435 2020-07-22 18:18:53,897 - mmaction - INFO - Epoch [12][240/940] lr: 5.973e-01, eta: 2 days, 23:36:12, time: 0.954, data_time: 0.004, memory: 9444, top1_acc: 0.2004, top5_acc: 0.4223, loss_cls: 3.8602, loss: 3.8602, grad_norm: 0.8446 2020-07-22 18:19:09,704 - mmaction - INFO - Epoch [12][260/940] lr: 5.973e-01, eta: 2 days, 23:33:28, time: 0.796, data_time: 0.009, memory: 9444, top1_acc: 0.2119, top5_acc: 0.4480, loss_cls: 3.7759, loss: 3.7759, grad_norm: 0.8521 2020-07-22 18:19:24,419 - mmaction - INFO - Epoch [12][280/940] lr: 5.973e-01, eta: 2 days, 23:30:19, time: 0.735, data_time: 0.004, memory: 9444, top1_acc: 0.2008, top5_acc: 0.4346, loss_cls: 3.8180, loss: 3.8180, grad_norm: 0.8528 2020-07-22 18:19:41,766 - mmaction - INFO - Epoch [12][300/940] lr: 5.973e-01, eta: 2 days, 23:28:08, time: 0.867, data_time: 0.005, memory: 9444, top1_acc: 0.2125, top5_acc: 0.4426, loss_cls: 3.7905, loss: 3.7905, grad_norm: 0.8420 2020-07-22 18:19:59,325 - mmaction - INFO - Epoch [12][320/940] lr: 5.973e-01, eta: 2 days, 23:26:02, time: 0.880, data_time: 0.004, memory: 9444, top1_acc: 0.2068, top5_acc: 0.4420, loss_cls: 3.7951, loss: 3.7951, grad_norm: 0.8470 2020-07-22 18:20:15,274 - mmaction - INFO - Epoch [12][340/940] lr: 5.973e-01, eta: 2 days, 23:23:22, time: 0.797, data_time: 0.005, memory: 9444, top1_acc: 0.2041, top5_acc: 0.4357, loss_cls: 3.8134, loss: 3.8134, grad_norm: 0.8520 2020-07-22 18:20:33,685 - mmaction - INFO - Epoch [12][360/940] lr: 5.973e-01, eta: 2 days, 23:21:29, time: 0.909, data_time: 0.005, memory: 9444, top1_acc: 0.2121, top5_acc: 0.4311, loss_cls: 3.8184, loss: 3.8184, grad_norm: 0.8611 2020-07-22 18:20:50,443 - mmaction - INFO - Epoch [12][380/940] lr: 5.973e-01, eta: 2 days, 23:19:13, time: 0.851, data_time: 0.018, memory: 9444, top1_acc: 0.2062, top5_acc: 0.4332, loss_cls: 3.8165, loss: 3.8165, grad_norm: 0.8490 2020-07-22 18:21:07,878 - mmaction - INFO - Epoch [12][400/940] lr: 5.973e-01, eta: 2 days, 23:17:05, time: 0.871, data_time: 0.005, memory: 9444, top1_acc: 0.2031, top5_acc: 0.4420, loss_cls: 3.8146, loss: 3.8146, grad_norm: 0.8548 2020-07-22 18:21:29,750 - mmaction - INFO - Epoch [12][420/940] lr: 5.973e-01, eta: 2 days, 23:16:33, time: 1.094, data_time: 0.006, memory: 9444, top1_acc: 0.1928, top5_acc: 0.4279, loss_cls: 3.8422, loss: 3.8422, grad_norm: 0.8275 2020-07-22 18:21:46,961 - mmaction - INFO - Epoch [12][440/940] lr: 5.973e-01, eta: 2 days, 23:14:22, time: 0.859, data_time: 0.005, memory: 9444, top1_acc: 0.2016, top5_acc: 0.4309, loss_cls: 3.8174, loss: 3.8174, grad_norm: 0.8537 2020-07-22 18:22:03,759 - mmaction - INFO - Epoch [12][460/940] lr: 5.973e-01, eta: 2 days, 23:12:03, time: 0.842, data_time: 0.007, memory: 9444, top1_acc: 0.1957, top5_acc: 0.4303, loss_cls: 3.8366, loss: 3.8366, grad_norm: 0.8525 2020-07-22 18:22:19,857 - mmaction - INFO - Epoch [12][480/940] lr: 5.973e-01, eta: 2 days, 23:09:28, time: 0.804, data_time: 0.005, memory: 9444, top1_acc: 0.2039, top5_acc: 0.4373, loss_cls: 3.7985, loss: 3.7985, grad_norm: 0.8424 2020-07-22 18:22:37,106 - mmaction - INFO - Epoch [12][500/940] lr: 5.973e-01, eta: 2 days, 23:07:19, time: 0.864, data_time: 0.006, memory: 9444, top1_acc: 0.2109, top5_acc: 0.4488, loss_cls: 3.7535, loss: 3.7535, grad_norm: 0.8499 2020-07-22 18:22:55,078 - mmaction - INFO - Epoch [12][520/940] lr: 5.973e-01, eta: 2 days, 23:05:26, time: 0.898, data_time: 0.003, memory: 9444, top1_acc: 0.2100, top5_acc: 0.4445, loss_cls: 3.7898, loss: 3.7898, grad_norm: 0.8582 2020-07-22 18:23:07,817 - mmaction - INFO - Epoch [12][540/940] lr: 5.973e-01, eta: 2 days, 23:01:42, time: 0.637, data_time: 0.003, memory: 9444, top1_acc: 0.2057, top5_acc: 0.4420, loss_cls: 3.8013, loss: 3.8013, grad_norm: 0.8482 2020-07-22 18:23:26,397 - mmaction - INFO - Epoch [12][560/940] lr: 5.973e-01, eta: 2 days, 23:00:02, time: 0.928, data_time: 0.005, memory: 9444, top1_acc: 0.1992, top5_acc: 0.4332, loss_cls: 3.8296, loss: 3.8296, grad_norm: 0.8699 2020-07-22 18:23:45,877 - mmaction - INFO - Epoch [12][580/940] lr: 5.973e-01, eta: 2 days, 22:58:41, time: 0.973, data_time: 0.004, memory: 9444, top1_acc: 0.2135, top5_acc: 0.4449, loss_cls: 3.7562, loss: 3.7562, grad_norm: 0.8356 2020-07-22 18:24:04,439 - mmaction - INFO - Epoch [12][600/940] lr: 5.973e-01, eta: 2 days, 22:57:02, time: 0.930, data_time: 0.005, memory: 9444, top1_acc: 0.1977, top5_acc: 0.4328, loss_cls: 3.8154, loss: 3.8154, grad_norm: 0.8520 2020-07-22 18:24:20,992 - mmaction - INFO - Epoch [12][620/940] lr: 5.973e-01, eta: 2 days, 22:54:40, time: 0.827, data_time: 0.003, memory: 9444, top1_acc: 0.2004, top5_acc: 0.4262, loss_cls: 3.8458, loss: 3.8458, grad_norm: 0.8544 2020-07-22 18:24:37,842 - mmaction - INFO - Epoch [12][640/940] lr: 5.973e-01, eta: 2 days, 22:52:26, time: 0.842, data_time: 0.007, memory: 9444, top1_acc: 0.2020, top5_acc: 0.4422, loss_cls: 3.8007, loss: 3.8007, grad_norm: 0.8562 2020-07-22 18:24:55,230 - mmaction - INFO - Epoch [12][660/940] lr: 5.973e-01, eta: 2 days, 22:50:23, time: 0.870, data_time: 0.005, memory: 9444, top1_acc: 0.2031, top5_acc: 0.4301, loss_cls: 3.8036, loss: 3.8036, grad_norm: 0.8436 2020-07-22 18:25:08,517 - mmaction - INFO - Epoch [12][680/940] lr: 5.973e-01, eta: 2 days, 22:46:54, time: 0.663, data_time: 0.003, memory: 9444, top1_acc: 0.2102, top5_acc: 0.4416, loss_cls: 3.7953, loss: 3.7953, grad_norm: 0.8654 2020-07-22 18:25:24,634 - mmaction - INFO - Epoch [12][700/940] lr: 5.973e-01, eta: 2 days, 22:44:25, time: 0.806, data_time: 0.007, memory: 9444, top1_acc: 0.2033, top5_acc: 0.4365, loss_cls: 3.8321, loss: 3.8321, grad_norm: 0.8520 2020-07-22 18:25:42,405 - mmaction - INFO - Epoch [12][720/940] lr: 5.973e-01, eta: 2 days, 22:42:31, time: 0.888, data_time: 0.007, memory: 9444, top1_acc: 0.2016, top5_acc: 0.4273, loss_cls: 3.8637, loss: 3.8637, grad_norm: 0.8551 2020-07-22 18:26:01,788 - mmaction - INFO - Epoch [12][740/940] lr: 5.973e-01, eta: 2 days, 22:41:10, time: 0.966, data_time: 0.005, memory: 9444, top1_acc: 0.1977, top5_acc: 0.4385, loss_cls: 3.8155, loss: 3.8155, grad_norm: 0.8613 2020-07-22 18:26:18,237 - mmaction - INFO - Epoch [12][760/940] lr: 5.973e-01, eta: 2 days, 22:38:51, time: 0.827, data_time: 0.009, memory: 9444, top1_acc: 0.2066, top5_acc: 0.4332, loss_cls: 3.8210, loss: 3.8210, grad_norm: 0.8459 2020-07-22 18:26:33,401 - mmaction - INFO - Epoch [12][780/940] lr: 5.973e-01, eta: 2 days, 22:36:05, time: 0.758, data_time: 0.004, memory: 9444, top1_acc: 0.2129, top5_acc: 0.4338, loss_cls: 3.8274, loss: 3.8274, grad_norm: 0.8622 2020-07-22 18:26:48,972 - mmaction - INFO - Epoch [12][800/940] lr: 5.973e-01, eta: 2 days, 22:33:28, time: 0.779, data_time: 0.005, memory: 9444, top1_acc: 0.2113, top5_acc: 0.4338, loss_cls: 3.7891, loss: 3.7891, grad_norm: 0.8725 2020-07-22 18:27:06,486 - mmaction - INFO - Epoch [12][820/940] lr: 5.973e-01, eta: 2 days, 22:31:30, time: 0.874, data_time: 0.002, memory: 9444, top1_acc: 0.2025, top5_acc: 0.4375, loss_cls: 3.7955, loss: 3.7955, grad_norm: 0.8419 2020-07-22 18:27:22,795 - mmaction - INFO - Epoch [12][840/940] lr: 5.973e-01, eta: 2 days, 22:29:08, time: 0.816, data_time: 0.005, memory: 9444, top1_acc: 0.2088, top5_acc: 0.4416, loss_cls: 3.7868, loss: 3.7868, grad_norm: 0.8804 2020-07-22 18:27:38,471 - mmaction - INFO - Epoch [12][860/940] lr: 5.973e-01, eta: 2 days, 22:26:35, time: 0.785, data_time: 0.008, memory: 9444, top1_acc: 0.2168, top5_acc: 0.4447, loss_cls: 3.7538, loss: 3.7538, grad_norm: 0.8493 2020-07-22 18:27:53,717 - mmaction - INFO - Epoch [12][880/940] lr: 5.973e-01, eta: 2 days, 22:23:52, time: 0.762, data_time: 0.005, memory: 9444, top1_acc: 0.2092, top5_acc: 0.4332, loss_cls: 3.8314, loss: 3.8314, grad_norm: 0.8501 2020-07-22 18:28:10,655 - mmaction - INFO - Epoch [12][900/940] lr: 5.973e-01, eta: 2 days, 22:21:45, time: 0.847, data_time: 0.003, memory: 9444, top1_acc: 0.2076, top5_acc: 0.4418, loss_cls: 3.7879, loss: 3.7879, grad_norm: 0.8521 2020-07-22 18:28:26,118 - mmaction - INFO - Epoch [12][920/940] lr: 5.973e-01, eta: 2 days, 22:19:08, time: 0.774, data_time: 0.003, memory: 9444, top1_acc: 0.1961, top5_acc: 0.4322, loss_cls: 3.8277, loss: 3.8277, grad_norm: 0.8432 2020-07-22 18:28:42,158 - mmaction - INFO - Epoch [12][940/940] lr: 5.973e-01, eta: 2 days, 22:16:43, time: 0.801, data_time: 0.003, memory: 9444, top1_acc: 0.1987, top5_acc: 0.4263, loss_cls: 3.8457, loss: 3.8457, grad_norm: 0.8736 2020-07-22 18:28:49,095 - mmaction - INFO - Saving checkpoint at 12 epochs 2020-07-22 18:31:43,709 - mmaction - INFO - Epoch [13][20/940] lr: 5.968e-01, eta: 2 days, 23:07:45, time: 8.702, data_time: 7.604, memory: 9444, top1_acc: 0.2076, top5_acc: 0.4314, loss_cls: 3.8294, loss: 3.8294, grad_norm: 0.8546 2020-07-22 18:31:58,180 - mmaction - INFO - Epoch [13][40/940] lr: 5.968e-01, eta: 2 days, 23:04:44, time: 0.724, data_time: 0.006, memory: 9444, top1_acc: 0.2117, top5_acc: 0.4352, loss_cls: 3.7820, loss: 3.7820, grad_norm: 0.8571 2020-07-22 18:32:14,335 - mmaction - INFO - Epoch [13][60/940] lr: 5.968e-01, eta: 2 days, 23:02:17, time: 0.808, data_time: 0.004, memory: 9444, top1_acc: 0.2070, top5_acc: 0.4404, loss_cls: 3.7936, loss: 3.7936, grad_norm: 0.8540 2020-07-22 18:32:29,331 - mmaction - INFO - Epoch [13][80/940] lr: 5.968e-01, eta: 2 days, 22:59:27, time: 0.749, data_time: 0.005, memory: 9444, top1_acc: 0.2053, top5_acc: 0.4371, loss_cls: 3.7967, loss: 3.7967, grad_norm: 0.8536 2020-07-22 18:32:46,991 - mmaction - INFO - Epoch [13][100/940] lr: 5.968e-01, eta: 2 days, 22:57:30, time: 0.880, data_time: 0.005, memory: 9444, top1_acc: 0.2227, top5_acc: 0.4604, loss_cls: 3.7137, loss: 3.7137, grad_norm: 0.8684 2020-07-22 18:33:03,697 - mmaction - INFO - Epoch [13][120/940] lr: 5.968e-01, eta: 2 days, 22:55:17, time: 0.840, data_time: 0.008, memory: 9444, top1_acc: 0.2070, top5_acc: 0.4422, loss_cls: 3.7607, loss: 3.7607, grad_norm: 0.8590 2020-07-22 18:33:19,478 - mmaction - INFO - Epoch [13][140/940] lr: 5.968e-01, eta: 2 days, 22:52:45, time: 0.789, data_time: 0.003, memory: 9444, top1_acc: 0.2170, top5_acc: 0.4451, loss_cls: 3.7471, loss: 3.7471, grad_norm: 0.8848 2020-07-22 18:33:35,531 - mmaction - INFO - Epoch [13][160/940] lr: 5.968e-01, eta: 2 days, 22:50:18, time: 0.803, data_time: 0.004, memory: 9444, top1_acc: 0.2150, top5_acc: 0.4418, loss_cls: 3.7462, loss: 3.7462, grad_norm: 0.8656 2020-07-22 18:33:53,001 - mmaction - INFO - Epoch [13][180/940] lr: 5.968e-01, eta: 2 days, 22:48:20, time: 0.873, data_time: 0.004, memory: 9444, top1_acc: 0.2000, top5_acc: 0.4313, loss_cls: 3.7988, loss: 3.7988, grad_norm: 0.8544 2020-07-22 18:34:09,229 - mmaction - INFO - Epoch [13][200/940] lr: 5.968e-01, eta: 2 days, 22:45:57, time: 0.811, data_time: 0.004, memory: 9444, top1_acc: 0.2086, top5_acc: 0.4385, loss_cls: 3.7750, loss: 3.7750, grad_norm: 0.8422 2020-07-22 18:34:25,916 - mmaction - INFO - Epoch [13][220/940] lr: 5.968e-01, eta: 2 days, 22:43:45, time: 0.834, data_time: 0.004, memory: 9444, top1_acc: 0.2135, top5_acc: 0.4410, loss_cls: 3.7948, loss: 3.7948, grad_norm: 0.8682 2020-07-22 18:34:42,579 - mmaction - INFO - Epoch [13][240/940] lr: 5.968e-01, eta: 2 days, 22:41:32, time: 0.833, data_time: 0.005, memory: 9444, top1_acc: 0.2088, top5_acc: 0.4328, loss_cls: 3.8020, loss: 3.8020, grad_norm: 0.8386 2020-07-22 18:35:00,462 - mmaction - INFO - Epoch [13][260/940] lr: 5.968e-01, eta: 2 days, 22:39:44, time: 0.895, data_time: 0.005, memory: 9444, top1_acc: 0.2055, top5_acc: 0.4412, loss_cls: 3.7874, loss: 3.7874, grad_norm: 0.8671 2020-07-22 18:35:17,356 - mmaction - INFO - Epoch [13][280/940] lr: 5.968e-01, eta: 2 days, 22:37:35, time: 0.840, data_time: 0.002, memory: 9444, top1_acc: 0.2096, top5_acc: 0.4451, loss_cls: 3.7721, loss: 3.7721, grad_norm: 0.8599 2020-07-22 18:35:33,261 - mmaction - INFO - Epoch [13][300/940] lr: 5.968e-01, eta: 2 days, 22:35:10, time: 0.799, data_time: 0.008, memory: 9444, top1_acc: 0.2080, top5_acc: 0.4346, loss_cls: 3.7850, loss: 3.7850, grad_norm: 0.8708 2020-07-22 18:35:48,933 - mmaction - INFO - Epoch [13][320/940] lr: 5.968e-01, eta: 2 days, 22:32:39, time: 0.783, data_time: 0.004, memory: 9444, top1_acc: 0.2027, top5_acc: 0.4316, loss_cls: 3.8083, loss: 3.8083, grad_norm: 0.8579 2020-07-22 18:36:04,652 - mmaction - INFO - Epoch [13][340/940] lr: 5.968e-01, eta: 2 days, 22:30:09, time: 0.787, data_time: 0.005, memory: 9444, top1_acc: 0.2076, top5_acc: 0.4369, loss_cls: 3.7986, loss: 3.7986, grad_norm: 0.8544 2020-07-22 18:36:21,303 - mmaction - INFO - Epoch [13][360/940] lr: 5.968e-01, eta: 2 days, 22:27:58, time: 0.831, data_time: 0.004, memory: 9444, top1_acc: 0.2160, top5_acc: 0.4443, loss_cls: 3.7985, loss: 3.7985, grad_norm: 0.8583 2020-07-22 18:36:38,056 - mmaction - INFO - Epoch [13][380/940] lr: 5.968e-01, eta: 2 days, 22:25:50, time: 0.839, data_time: 0.006, memory: 9444, top1_acc: 0.2016, top5_acc: 0.4367, loss_cls: 3.8286, loss: 3.8286, grad_norm: 0.8529 2020-07-22 18:36:54,143 - mmaction - INFO - Epoch [13][400/940] lr: 5.968e-01, eta: 2 days, 22:23:30, time: 0.806, data_time: 0.003, memory: 9444, top1_acc: 0.2131, top5_acc: 0.4518, loss_cls: 3.7579, loss: 3.7579, grad_norm: 0.8836 2020-07-22 18:37:10,472 - mmaction - INFO - Epoch [13][420/940] lr: 5.968e-01, eta: 2 days, 22:21:14, time: 0.816, data_time: 0.002, memory: 9444, top1_acc: 0.2061, top5_acc: 0.4355, loss_cls: 3.8000, loss: 3.8000, grad_norm: 0.8553 2020-07-22 18:37:26,687 - mmaction - INFO - Epoch [13][440/940] lr: 5.968e-01, eta: 2 days, 22:18:56, time: 0.809, data_time: 0.003, memory: 9444, top1_acc: 0.2055, top5_acc: 0.4363, loss_cls: 3.7923, loss: 3.7923, grad_norm: 0.8553 2020-07-22 18:37:41,688 - mmaction - INFO - Epoch [13][460/940] lr: 5.968e-01, eta: 2 days, 22:16:04, time: 0.722, data_time: 0.006, memory: 9444, top1_acc: 0.2156, top5_acc: 0.4342, loss_cls: 3.8085, loss: 3.8085, grad_norm: 0.8664 2020-07-22 18:37:57,896 - mmaction - INFO - Epoch [13][480/940] lr: 5.968e-01, eta: 2 days, 22:13:58, time: 0.839, data_time: 0.033, memory: 9444, top1_acc: 0.2025, top5_acc: 0.4299, loss_cls: 3.8601, loss: 3.8601, grad_norm: 0.8474 2020-07-22 18:38:14,716 - mmaction - INFO - Epoch [13][500/940] lr: 5.968e-01, eta: 2 days, 22:11:54, time: 0.842, data_time: 0.005, memory: 9444, top1_acc: 0.2131, top5_acc: 0.4461, loss_cls: 3.7705, loss: 3.7705, grad_norm: 0.8655 2020-07-22 18:38:27,581 - mmaction - INFO - Epoch [13][520/940] lr: 5.968e-01, eta: 2 days, 22:08:33, time: 0.642, data_time: 0.003, memory: 9444, top1_acc: 0.1979, top5_acc: 0.4236, loss_cls: 3.8954, loss: 3.8954, grad_norm: 0.8361 2020-07-22 18:38:45,200 - mmaction - INFO - Epoch [13][540/940] lr: 5.968e-01, eta: 2 days, 22:06:45, time: 0.881, data_time: 0.006, memory: 9444, top1_acc: 0.2160, top5_acc: 0.4559, loss_cls: 3.7150, loss: 3.7150, grad_norm: 0.8487 2020-07-22 18:39:04,009 - mmaction - INFO - Epoch [13][560/940] lr: 5.968e-01, eta: 2 days, 22:05:14, time: 0.926, data_time: 0.005, memory: 9444, top1_acc: 0.2131, top5_acc: 0.4504, loss_cls: 3.7660, loss: 3.7660, grad_norm: 0.8685 2020-07-22 18:39:21,389 - mmaction - INFO - Epoch [13][580/940] lr: 5.968e-01, eta: 2 days, 22:03:28, time: 0.884, data_time: 0.021, memory: 9444, top1_acc: 0.1990, top5_acc: 0.4500, loss_cls: 3.7944, loss: 3.7944, grad_norm: 0.8616 2020-07-22 18:39:37,543 - mmaction - INFO - Epoch [13][600/940] lr: 5.968e-01, eta: 2 days, 22:01:12, time: 0.808, data_time: 0.003, memory: 9444, top1_acc: 0.2125, top5_acc: 0.4393, loss_cls: 3.7985, loss: 3.7985, grad_norm: 0.8451 2020-07-22 18:39:53,819 - mmaction - INFO - Epoch [13][620/940] lr: 5.968e-01, eta: 2 days, 21:58:59, time: 0.811, data_time: 0.004, memory: 9444, top1_acc: 0.2002, top5_acc: 0.4408, loss_cls: 3.8044, loss: 3.8044, grad_norm: 0.8501 2020-07-22 18:40:09,756 - mmaction - INFO - Epoch [13][640/940] lr: 5.968e-01, eta: 2 days, 21:56:40, time: 0.798, data_time: 0.007, memory: 9444, top1_acc: 0.2166, top5_acc: 0.4551, loss_cls: 3.7175, loss: 3.7175, grad_norm: 0.8586 2020-07-22 18:40:34,415 - mmaction - INFO - Epoch [13][660/940] lr: 5.968e-01, eta: 2 days, 21:57:09, time: 1.234, data_time: 0.006, memory: 9444, top1_acc: 0.2172, top5_acc: 0.4453, loss_cls: 3.7730, loss: 3.7730, grad_norm: 0.8786 2020-07-22 18:40:49,561 - mmaction - INFO - Epoch [13][680/940] lr: 5.968e-01, eta: 2 days, 21:54:35, time: 0.757, data_time: 0.003, memory: 9444, top1_acc: 0.2145, top5_acc: 0.4361, loss_cls: 3.8149, loss: 3.8149, grad_norm: 0.8571 2020-07-22 18:41:06,892 - mmaction - INFO - Epoch [13][700/940] lr: 5.968e-01, eta: 2 days, 21:52:44, time: 0.866, data_time: 0.006, memory: 9444, top1_acc: 0.2045, top5_acc: 0.4391, loss_cls: 3.8259, loss: 3.8259, grad_norm: 0.8663 2020-07-22 18:41:25,239 - mmaction - INFO - Epoch [13][720/940] lr: 5.968e-01, eta: 2 days, 21:51:12, time: 0.918, data_time: 0.006, memory: 9444, top1_acc: 0.2105, top5_acc: 0.4408, loss_cls: 3.7943, loss: 3.7943, grad_norm: 0.8577 2020-07-22 18:41:40,562 - mmaction - INFO - Epoch [13][740/940] lr: 5.968e-01, eta: 2 days, 21:48:44, time: 0.767, data_time: 0.003, memory: 9444, top1_acc: 0.2109, top5_acc: 0.4482, loss_cls: 3.7661, loss: 3.7661, grad_norm: 0.8706 2020-07-22 18:42:00,394 - mmaction - INFO - Epoch [13][760/940] lr: 5.968e-01, eta: 2 days, 21:47:40, time: 0.989, data_time: 0.003, memory: 9444, top1_acc: 0.2080, top5_acc: 0.4318, loss_cls: 3.7936, loss: 3.7936, grad_norm: 0.8556 2020-07-22 18:42:16,488 - mmaction - INFO - Epoch [13][780/940] lr: 5.968e-01, eta: 2 days, 21:45:27, time: 0.806, data_time: 0.005, memory: 9444, top1_acc: 0.2104, top5_acc: 0.4441, loss_cls: 3.7676, loss: 3.7676, grad_norm: 0.8657 2020-07-22 18:42:34,137 - mmaction - INFO - Epoch [13][800/940] lr: 5.968e-01, eta: 2 days, 21:43:43, time: 0.883, data_time: 0.005, memory: 9444, top1_acc: 0.2154, top5_acc: 0.4498, loss_cls: 3.7526, loss: 3.7526, grad_norm: 0.8702 2020-07-22 18:42:47,496 - mmaction - INFO - Epoch [13][820/940] lr: 5.968e-01, eta: 2 days, 21:40:39, time: 0.667, data_time: 0.003, memory: 9444, top1_acc: 0.2125, top5_acc: 0.4457, loss_cls: 3.7947, loss: 3.7947, grad_norm: 0.8670 2020-07-22 18:43:04,899 - mmaction - INFO - Epoch [13][840/940] lr: 5.968e-01, eta: 2 days, 21:38:51, time: 0.871, data_time: 0.005, memory: 9444, top1_acc: 0.2008, top5_acc: 0.4355, loss_cls: 3.8141, loss: 3.8141, grad_norm: 0.8547 2020-07-22 18:43:21,678 - mmaction - INFO - Epoch [13][860/940] lr: 5.968e-01, eta: 2 days, 21:36:52, time: 0.839, data_time: 0.005, memory: 9444, top1_acc: 0.1918, top5_acc: 0.4277, loss_cls: 3.8472, loss: 3.8472, grad_norm: 0.8418 2020-07-22 18:43:38,178 - mmaction - INFO - Epoch [13][880/940] lr: 5.968e-01, eta: 2 days, 21:34:48, time: 0.825, data_time: 0.004, memory: 9444, top1_acc: 0.2248, top5_acc: 0.4457, loss_cls: 3.7568, loss: 3.7568, grad_norm: 0.8515 2020-07-22 18:43:56,430 - mmaction - INFO - Epoch [13][900/940] lr: 5.968e-01, eta: 2 days, 21:33:17, time: 0.913, data_time: 0.005, memory: 9444, top1_acc: 0.2100, top5_acc: 0.4404, loss_cls: 3.7788, loss: 3.7788, grad_norm: 0.8560 2020-07-22 18:44:12,148 - mmaction - INFO - Epoch [13][920/940] lr: 5.968e-01, eta: 2 days, 21:30:58, time: 0.784, data_time: 0.005, memory: 9444, top1_acc: 0.2111, top5_acc: 0.4428, loss_cls: 3.7808, loss: 3.7808, grad_norm: 0.8759 2020-07-22 18:44:25,715 - mmaction - INFO - Epoch [13][940/940] lr: 5.968e-01, eta: 2 days, 21:28:01, time: 0.680, data_time: 0.006, memory: 9444, top1_acc: 0.2056, top5_acc: 0.4517, loss_cls: 3.7789, loss: 3.7789, grad_norm: 0.8807 2020-07-22 18:47:13,236 - mmaction - INFO - Epoch [14][20/940] lr: 5.962e-01, eta: 2 days, 22:10:36, time: 8.000, data_time: 6.208, memory: 9444, top1_acc: 0.2061, top5_acc: 0.4332, loss_cls: 3.8254, loss: 3.8254, grad_norm: 0.8628 2020-07-22 18:47:30,824 - mmaction - INFO - Epoch [14][40/940] lr: 5.962e-01, eta: 2 days, 22:08:50, time: 0.880, data_time: 0.005, memory: 9444, top1_acc: 0.2188, top5_acc: 0.4455, loss_cls: 3.7423, loss: 3.7423, grad_norm: 0.8691 2020-07-22 18:47:48,002 - mmaction - INFO - Epoch [14][60/940] lr: 5.962e-01, eta: 2 days, 22:06:56, time: 0.859, data_time: 0.004, memory: 9444, top1_acc: 0.1973, top5_acc: 0.4320, loss_cls: 3.8576, loss: 3.8576, grad_norm: 0.8644 2020-07-22 18:48:01,468 - mmaction - INFO - Epoch [14][80/940] lr: 5.962e-01, eta: 2 days, 22:03:54, time: 0.674, data_time: 0.004, memory: 9444, top1_acc: 0.2105, top5_acc: 0.4518, loss_cls: 3.7623, loss: 3.7623, grad_norm: 0.8517 2020-07-22 18:48:18,486 - mmaction - INFO - Epoch [14][100/940] lr: 5.962e-01, eta: 2 days, 22:01:57, time: 0.851, data_time: 0.004, memory: 9444, top1_acc: 0.2143, top5_acc: 0.4496, loss_cls: 3.7467, loss: 3.7467, grad_norm: 0.8545 2020-07-22 18:48:32,872 - mmaction - INFO - Epoch [14][120/940] lr: 5.962e-01, eta: 2 days, 21:59:13, time: 0.719, data_time: 0.004, memory: 9444, top1_acc: 0.2311, top5_acc: 0.4650, loss_cls: 3.6787, loss: 3.6787, grad_norm: 0.8652 2020-07-22 18:48:51,189 - mmaction - INFO - Epoch [14][140/940] lr: 5.962e-01, eta: 2 days, 21:57:41, time: 0.914, data_time: 0.004, memory: 9444, top1_acc: 0.2207, top5_acc: 0.4646, loss_cls: 3.6970, loss: 3.6970, grad_norm: 0.8901 2020-07-22 18:49:06,152 - mmaction - INFO - Epoch [14][160/940] lr: 5.962e-01, eta: 2 days, 21:55:08, time: 0.749, data_time: 0.004, memory: 9444, top1_acc: 0.2211, top5_acc: 0.4598, loss_cls: 3.7228, loss: 3.7228, grad_norm: 0.8788 2020-07-22 18:49:21,727 - mmaction - INFO - Epoch [14][180/940] lr: 5.962e-01, eta: 2 days, 21:52:47, time: 0.778, data_time: 0.004, memory: 9444, top1_acc: 0.2156, top5_acc: 0.4500, loss_cls: 3.7489, loss: 3.7489, grad_norm: 0.8607 2020-07-22 18:49:37,624 - mmaction - INFO - Epoch [14][200/940] lr: 5.962e-01, eta: 2 days, 21:50:32, time: 0.795, data_time: 0.004, memory: 9444, top1_acc: 0.2232, top5_acc: 0.4631, loss_cls: 3.6826, loss: 3.6826, grad_norm: 0.8597 2020-07-22 18:49:54,932 - mmaction - INFO - Epoch [14][220/940] lr: 5.962e-01, eta: 2 days, 21:48:43, time: 0.866, data_time: 0.004, memory: 9444, top1_acc: 0.2062, top5_acc: 0.4475, loss_cls: 3.7780, loss: 3.7780, grad_norm: 0.8751 2020-07-22 18:50:15,540 - mmaction - INFO - Epoch [14][240/940] lr: 5.962e-01, eta: 2 days, 21:47:55, time: 1.030, data_time: 0.004, memory: 9444, top1_acc: 0.2109, top5_acc: 0.4428, loss_cls: 3.7940, loss: 3.7940, grad_norm: 0.8578 2020-07-22 18:50:30,497 - mmaction - INFO - Epoch [14][260/940] lr: 5.962e-01, eta: 2 days, 21:45:23, time: 0.746, data_time: 0.003, memory: 9444, top1_acc: 0.2205, top5_acc: 0.4537, loss_cls: 3.7550, loss: 3.7550, grad_norm: 0.8750 2020-07-22 18:50:48,026 - mmaction - INFO - Epoch [14][280/940] lr: 5.962e-01, eta: 2 days, 21:43:40, time: 0.879, data_time: 0.007, memory: 9444, top1_acc: 0.2123, top5_acc: 0.4512, loss_cls: 3.7865, loss: 3.7865, grad_norm: 0.8492 2020-07-22 18:51:03,907 - mmaction - INFO - Epoch [14][300/940] lr: 5.962e-01, eta: 2 days, 21:41:27, time: 0.793, data_time: 0.003, memory: 9444, top1_acc: 0.2020, top5_acc: 0.4432, loss_cls: 3.7982, loss: 3.7982, grad_norm: 0.8612 2020-07-22 18:51:22,503 - mmaction - INFO - Epoch [14][320/940] lr: 5.962e-01, eta: 2 days, 21:40:02, time: 0.928, data_time: 0.004, memory: 9444, top1_acc: 0.2182, top5_acc: 0.4508, loss_cls: 3.7670, loss: 3.7670, grad_norm: 0.8532 2020-07-22 18:51:37,468 - mmaction - INFO - Epoch [14][340/940] lr: 5.962e-01, eta: 2 days, 21:37:33, time: 0.749, data_time: 0.009, memory: 9444, top1_acc: 0.2188, top5_acc: 0.4555, loss_cls: 3.7368, loss: 3.7368, grad_norm: 0.8945 2020-07-22 18:51:55,341 - mmaction - INFO - Epoch [14][360/940] lr: 5.962e-01, eta: 2 days, 21:35:56, time: 0.894, data_time: 0.007, memory: 9444, top1_acc: 0.2033, top5_acc: 0.4496, loss_cls: 3.7956, loss: 3.7956, grad_norm: 0.8808 2020-07-22 18:52:10,950 - mmaction - INFO - Epoch [14][380/940] lr: 5.962e-01, eta: 2 days, 21:33:37, time: 0.774, data_time: 0.004, memory: 9444, top1_acc: 0.2102, top5_acc: 0.4469, loss_cls: 3.7529, loss: 3.7529, grad_norm: 0.8601 2020-07-22 18:52:27,946 - mmaction - INFO - Epoch [14][400/940] lr: 5.962e-01, eta: 2 days, 21:31:48, time: 0.858, data_time: 0.010, memory: 9444, top1_acc: 0.2127, top5_acc: 0.4535, loss_cls: 3.7395, loss: 3.7395, grad_norm: 0.8608 2020-07-22 18:52:44,504 - mmaction - INFO - Epoch [14][420/940] lr: 5.962e-01, eta: 2 days, 21:29:48, time: 0.827, data_time: 0.004, memory: 9444, top1_acc: 0.2109, top5_acc: 0.4420, loss_cls: 3.7652, loss: 3.7652, grad_norm: 0.8642 2020-07-22 18:53:00,995 - mmaction - INFO - Epoch [14][440/940] lr: 5.962e-01, eta: 2 days, 21:27:48, time: 0.824, data_time: 0.006, memory: 9444, top1_acc: 0.2111, top5_acc: 0.4437, loss_cls: 3.7981, loss: 3.7981, grad_norm: 0.8517 2020-07-22 18:53:18,313 - mmaction - INFO - Epoch [14][460/940] lr: 5.962e-01, eta: 2 days, 21:26:04, time: 0.867, data_time: 0.008, memory: 9444, top1_acc: 0.2172, top5_acc: 0.4465, loss_cls: 3.7640, loss: 3.7640, grad_norm: 0.8688 2020-07-22 18:53:31,336 - mmaction - INFO - Epoch [14][480/940] lr: 5.962e-01, eta: 2 days, 21:23:02, time: 0.650, data_time: 0.004, memory: 9444, top1_acc: 0.2266, top5_acc: 0.4596, loss_cls: 3.7307, loss: 3.7307, grad_norm: 0.8744 2020-07-22 18:53:50,330 - mmaction - INFO - Epoch [14][500/940] lr: 5.962e-01, eta: 2 days, 21:21:47, time: 0.948, data_time: 0.007, memory: 9444, top1_acc: 0.2154, top5_acc: 0.4477, loss_cls: 3.7759, loss: 3.7759, grad_norm: 0.8826 2020-07-22 18:54:06,641 - mmaction - INFO - Epoch [14][520/940] lr: 5.962e-01, eta: 2 days, 21:19:45, time: 0.818, data_time: 0.006, memory: 9444, top1_acc: 0.2109, top5_acc: 0.4410, loss_cls: 3.7579, loss: 3.7579, grad_norm: 0.8837 2020-07-22 18:54:21,610 - mmaction - INFO - Epoch [14][540/940] lr: 5.962e-01, eta: 2 days, 21:17:19, time: 0.747, data_time: 0.004, memory: 9444, top1_acc: 0.2160, top5_acc: 0.4479, loss_cls: 3.7761, loss: 3.7761, grad_norm: 0.8777 2020-07-22 18:54:37,456 - mmaction - INFO - Epoch [14][560/940] lr: 5.962e-01, eta: 2 days, 21:15:10, time: 0.794, data_time: 0.008, memory: 9444, top1_acc: 0.2061, top5_acc: 0.4400, loss_cls: 3.8048, loss: 3.8048, grad_norm: 0.8621 2020-07-22 18:54:56,692 - mmaction - INFO - Epoch [14][580/940] lr: 5.962e-01, eta: 2 days, 21:13:57, time: 0.952, data_time: 0.003, memory: 9444, top1_acc: 0.2133, top5_acc: 0.4471, loss_cls: 3.7675, loss: 3.7675, grad_norm: 0.8715 2020-07-22 18:55:12,379 - mmaction - INFO - Epoch [14][600/940] lr: 5.962e-01, eta: 2 days, 21:11:49, time: 0.794, data_time: 0.012, memory: 9444, top1_acc: 0.2109, top5_acc: 0.4582, loss_cls: 3.7488, loss: 3.7488, grad_norm: 0.8758 2020-07-22 18:55:26,469 - mmaction - INFO - Epoch [14][620/940] lr: 5.962e-01, eta: 2 days, 21:09:09, time: 0.704, data_time: 0.004, memory: 9444, top1_acc: 0.2184, top5_acc: 0.4437, loss_cls: 3.7482, loss: 3.7482, grad_norm: 0.8555 2020-07-22 18:55:47,230 - mmaction - INFO - Epoch [14][640/940] lr: 5.962e-01, eta: 2 days, 21:08:28, time: 1.039, data_time: 0.006, memory: 9444, top1_acc: 0.2131, top5_acc: 0.4471, loss_cls: 3.7640, loss: 3.7640, grad_norm: 0.8844 2020-07-22 18:56:05,062 - mmaction - INFO - Epoch [14][660/940] lr: 5.962e-01, eta: 2 days, 21:06:55, time: 0.891, data_time: 0.004, memory: 9444, top1_acc: 0.2146, top5_acc: 0.4404, loss_cls: 3.7550, loss: 3.7550, grad_norm: 0.8632 2020-07-22 18:56:20,178 - mmaction - INFO - Epoch [14][680/940] lr: 5.962e-01, eta: 2 days, 21:04:34, time: 0.755, data_time: 0.006, memory: 9444, top1_acc: 0.2176, top5_acc: 0.4527, loss_cls: 3.7463, loss: 3.7463, grad_norm: 0.8738 2020-07-22 18:56:35,584 - mmaction - INFO - Epoch [14][700/940] lr: 5.962e-01, eta: 2 days, 21:02:19, time: 0.772, data_time: 0.006, memory: 9444, top1_acc: 0.2162, top5_acc: 0.4410, loss_cls: 3.7938, loss: 3.7938, grad_norm: 0.8867 2020-07-22 18:56:53,260 - mmaction - INFO - Epoch [14][720/940] lr: 5.962e-01, eta: 2 days, 21:00:42, time: 0.879, data_time: 0.006, memory: 9444, top1_acc: 0.2076, top5_acc: 0.4418, loss_cls: 3.7575, loss: 3.7575, grad_norm: 0.8710 2020-07-22 18:57:11,168 - mmaction - INFO - Epoch [14][740/940] lr: 5.962e-01, eta: 2 days, 20:59:13, time: 0.899, data_time: 0.009, memory: 9444, top1_acc: 0.2150, top5_acc: 0.4523, loss_cls: 3.7429, loss: 3.7429, grad_norm: 0.8685 2020-07-22 18:57:25,137 - mmaction - INFO - Epoch [14][760/940] lr: 5.962e-01, eta: 2 days, 20:56:34, time: 0.699, data_time: 0.005, memory: 9444, top1_acc: 0.2135, top5_acc: 0.4299, loss_cls: 3.7938, loss: 3.7938, grad_norm: 0.8568 2020-07-22 18:57:42,021 - mmaction - INFO - Epoch [14][780/940] lr: 5.962e-01, eta: 2 days, 20:54:46, time: 0.845, data_time: 0.004, memory: 9444, top1_acc: 0.2090, top5_acc: 0.4445, loss_cls: 3.7756, loss: 3.7756, grad_norm: 0.8724 2020-07-22 18:57:58,508 - mmaction - INFO - Epoch [14][800/940] lr: 5.962e-01, eta: 2 days, 20:52:51, time: 0.823, data_time: 0.005, memory: 9444, top1_acc: 0.1979, top5_acc: 0.4354, loss_cls: 3.8136, loss: 3.8136, grad_norm: 0.8681 2020-07-22 18:58:15,788 - mmaction - INFO - Epoch [14][820/940] lr: 5.962e-01, eta: 2 days, 20:51:11, time: 0.864, data_time: 0.004, memory: 9444, top1_acc: 0.2049, top5_acc: 0.4287, loss_cls: 3.8282, loss: 3.8282, grad_norm: 0.8667 2020-07-22 18:58:31,258 - mmaction - INFO - Epoch [14][840/940] lr: 5.962e-01, eta: 2 days, 20:48:59, time: 0.773, data_time: 0.005, memory: 9444, top1_acc: 0.2225, top5_acc: 0.4590, loss_cls: 3.7054, loss: 3.7054, grad_norm: 0.8816 2020-07-22 18:58:48,108 - mmaction - INFO - Epoch [14][860/940] lr: 5.962e-01, eta: 2 days, 20:47:11, time: 0.842, data_time: 0.004, memory: 9444, top1_acc: 0.2074, top5_acc: 0.4482, loss_cls: 3.7818, loss: 3.7818, grad_norm: 0.8544 2020-07-22 18:59:05,622 - mmaction - INFO - Epoch [14][880/940] lr: 5.962e-01, eta: 2 days, 20:45:34, time: 0.871, data_time: 0.003, memory: 9444, top1_acc: 0.2127, top5_acc: 0.4498, loss_cls: 3.7924, loss: 3.7924, grad_norm: 0.8707 2020-07-22 18:59:27,850 - mmaction - INFO - Epoch [14][900/940] lr: 5.962e-01, eta: 2 days, 20:45:23, time: 1.117, data_time: 0.008, memory: 9444, top1_acc: 0.2111, top5_acc: 0.4418, loss_cls: 3.8005, loss: 3.8005, grad_norm: 0.8476 2020-07-22 18:59:45,896 - mmaction - INFO - Epoch [14][920/940] lr: 5.962e-01, eta: 2 days, 20:43:56, time: 0.902, data_time: 0.003, memory: 9444, top1_acc: 0.2186, top5_acc: 0.4494, loss_cls: 3.7363, loss: 3.7363, grad_norm: 0.8621 2020-07-22 19:00:02,680 - mmaction - INFO - Epoch [14][940/940] lr: 5.962e-01, eta: 2 days, 20:42:07, time: 0.834, data_time: 0.002, memory: 9444, top1_acc: 0.2139, top5_acc: 0.4424, loss_cls: 3.7753, loss: 3.7753, grad_norm: 0.8869 2020-07-22 19:02:56,779 - mmaction - INFO - Epoch [15][20/940] lr: 5.956e-01, eta: 2 days, 21:22:31, time: 8.174, data_time: 7.193, memory: 9444, top1_acc: 0.2158, top5_acc: 0.4436, loss_cls: 3.7554, loss: 3.7554, grad_norm: 0.8659 2020-07-22 19:03:10,402 - mmaction - INFO - Epoch [15][40/940] lr: 5.956e-01, eta: 2 days, 21:19:49, time: 0.690, data_time: 0.014, memory: 9444, top1_acc: 0.2150, top5_acc: 0.4525, loss_cls: 3.7354, loss: 3.7354, grad_norm: 0.8820 2020-07-22 19:03:28,199 - mmaction - INFO - Epoch [15][60/940] lr: 5.956e-01, eta: 2 days, 21:18:14, time: 0.884, data_time: 0.003, memory: 9444, top1_acc: 0.2113, top5_acc: 0.4447, loss_cls: 3.7564, loss: 3.7564, grad_norm: 0.8742 2020-07-22 19:03:41,985 - mmaction - INFO - Epoch [15][80/940] lr: 5.956e-01, eta: 2 days, 21:15:34, time: 0.695, data_time: 0.012, memory: 9444, top1_acc: 0.2105, top5_acc: 0.4537, loss_cls: 3.7501, loss: 3.7501, grad_norm: 0.8510 2020-07-22 19:03:57,955 - mmaction - INFO - Epoch [15][100/940] lr: 5.956e-01, eta: 2 days, 21:13:29, time: 0.798, data_time: 0.001, memory: 9444, top1_acc: 0.2307, top5_acc: 0.4723, loss_cls: 3.6594, loss: 3.6594, grad_norm: 0.8807 2020-07-22 19:04:11,765 - mmaction - INFO - Epoch [15][120/940] lr: 5.956e-01, eta: 2 days, 21:10:48, time: 0.690, data_time: 0.004, memory: 9444, top1_acc: 0.2086, top5_acc: 0.4428, loss_cls: 3.7706, loss: 3.7706, grad_norm: 0.8788 2020-07-22 19:04:29,547 - mmaction - INFO - Epoch [15][140/940] lr: 5.956e-01, eta: 2 days, 21:09:16, time: 0.889, data_time: 0.007, memory: 9444, top1_acc: 0.2189, top5_acc: 0.4643, loss_cls: 3.6953, loss: 3.6953, grad_norm: 0.8752 2020-07-22 19:04:44,716 - mmaction - INFO - Epoch [15][160/940] lr: 5.956e-01, eta: 2 days, 21:06:59, time: 0.758, data_time: 0.005, memory: 9444, top1_acc: 0.2102, top5_acc: 0.4514, loss_cls: 3.7213, loss: 3.7213, grad_norm: 0.8818 2020-07-22 19:05:00,703 - mmaction - INFO - Epoch [15][180/940] lr: 5.956e-01, eta: 2 days, 21:04:56, time: 0.799, data_time: 0.003, memory: 9444, top1_acc: 0.2074, top5_acc: 0.4439, loss_cls: 3.7563, loss: 3.7563, grad_norm: 0.8814 2020-07-22 19:05:15,709 - mmaction - INFO - Epoch [15][200/940] lr: 5.956e-01, eta: 2 days, 21:02:38, time: 0.751, data_time: 0.007, memory: 9444, top1_acc: 0.2148, top5_acc: 0.4426, loss_cls: 3.7674, loss: 3.7674, grad_norm: 0.8675 2020-07-22 19:05:32,919 - mmaction - INFO - Epoch [15][220/940] lr: 5.956e-01, eta: 2 days, 21:00:56, time: 0.860, data_time: 0.004, memory: 9444, top1_acc: 0.2086, top5_acc: 0.4424, loss_cls: 3.7476, loss: 3.7476, grad_norm: 0.8690 2020-07-22 19:05:48,981 - mmaction - INFO - Epoch [15][240/940] lr: 5.956e-01, eta: 2 days, 20:58:56, time: 0.804, data_time: 0.005, memory: 9444, top1_acc: 0.2107, top5_acc: 0.4568, loss_cls: 3.7581, loss: 3.7581, grad_norm: 0.8631 2020-07-22 19:06:04,683 - mmaction - INFO - Epoch [15][260/940] lr: 5.956e-01, eta: 2 days, 20:56:50, time: 0.784, data_time: 0.006, memory: 9444, top1_acc: 0.2150, top5_acc: 0.4539, loss_cls: 3.7337, loss: 3.7337, grad_norm: 0.8573 2020-07-22 19:06:22,591 - mmaction - INFO - Epoch [15][280/940] lr: 5.956e-01, eta: 2 days, 20:55:20, time: 0.890, data_time: 0.006, memory: 9444, top1_acc: 0.2148, top5_acc: 0.4465, loss_cls: 3.7493, loss: 3.7493, grad_norm: 0.8789 2020-07-22 19:06:38,051 - mmaction - INFO - Epoch [15][300/940] lr: 5.956e-01, eta: 2 days, 20:53:12, time: 0.778, data_time: 0.011, memory: 9444, top1_acc: 0.2193, top5_acc: 0.4529, loss_cls: 3.7444, loss: 3.7444, grad_norm: 0.8656 2020-07-22 19:06:52,430 - mmaction - INFO - Epoch [15][320/940] lr: 5.956e-01, eta: 2 days, 20:50:45, time: 0.720, data_time: 0.006, memory: 9444, top1_acc: 0.2201, top5_acc: 0.4570, loss_cls: 3.6921, loss: 3.6921, grad_norm: 0.8866 2020-07-22 19:07:07,828 - mmaction - INFO - Epoch [15][340/940] lr: 5.956e-01, eta: 2 days, 20:48:35, time: 0.771, data_time: 0.005, memory: 9444, top1_acc: 0.2080, top5_acc: 0.4414, loss_cls: 3.7979, loss: 3.7979, grad_norm: 0.8847 2020-07-22 19:07:26,547 - mmaction - INFO - Epoch [15][360/940] lr: 5.956e-01, eta: 2 days, 20:47:21, time: 0.933, data_time: 0.003, memory: 9444, top1_acc: 0.2211, top5_acc: 0.4572, loss_cls: 3.7185, loss: 3.7185, grad_norm: 0.8715 2020-07-22 19:07:43,506 - mmaction - INFO - Epoch [15][380/940] lr: 5.956e-01, eta: 2 days, 20:45:38, time: 0.848, data_time: 0.006, memory: 9444, top1_acc: 0.2236, top5_acc: 0.4596, loss_cls: 3.6870, loss: 3.6870, grad_norm: 0.8855 2020-07-22 19:07:59,184 - mmaction - INFO - Epoch [15][400/940] lr: 5.956e-01, eta: 2 days, 20:43:34, time: 0.785, data_time: 0.006, memory: 9444, top1_acc: 0.2080, top5_acc: 0.4434, loss_cls: 3.7827, loss: 3.7827, grad_norm: 0.8595 2020-07-22 19:08:13,512 - mmaction - INFO - Epoch [15][420/940] lr: 5.956e-01, eta: 2 days, 20:41:07, time: 0.716, data_time: 0.002, memory: 9444, top1_acc: 0.2195, top5_acc: 0.4504, loss_cls: 3.7398, loss: 3.7398, grad_norm: 0.8744 2020-07-22 19:08:31,393 - mmaction - INFO - Epoch [15][440/940] lr: 5.956e-01, eta: 2 days, 20:39:39, time: 0.890, data_time: 0.005, memory: 9444, top1_acc: 0.2230, top5_acc: 0.4531, loss_cls: 3.7062, loss: 3.7062, grad_norm: 0.8637 2020-07-22 19:08:47,737 - mmaction - INFO - Epoch [15][460/940] lr: 5.956e-01, eta: 2 days, 20:37:48, time: 0.822, data_time: 0.011, memory: 9444, top1_acc: 0.2287, top5_acc: 0.4625, loss_cls: 3.7003, loss: 3.7003, grad_norm: 0.8708 2020-07-22 19:09:03,505 - mmaction - INFO - Epoch [15][480/940] lr: 5.956e-01, eta: 2 days, 20:35:46, time: 0.788, data_time: 0.004, memory: 9444, top1_acc: 0.2150, top5_acc: 0.4506, loss_cls: 3.7450, loss: 3.7450, grad_norm: 0.8917 2020-07-22 19:09:17,319 - mmaction - INFO - Epoch [15][500/940] lr: 5.956e-01, eta: 2 days, 20:33:12, time: 0.691, data_time: 0.005, memory: 9444, top1_acc: 0.2229, top5_acc: 0.4611, loss_cls: 3.6932, loss: 3.6932, grad_norm: 0.8796 2020-07-22 19:09:33,149 - mmaction - INFO - Epoch [15][520/940] lr: 5.956e-01, eta: 2 days, 20:31:13, time: 0.792, data_time: 0.004, memory: 9444, top1_acc: 0.2061, top5_acc: 0.4379, loss_cls: 3.7700, loss: 3.7700, grad_norm: 0.8936 2020-07-22 19:09:51,375 - mmaction - INFO - Epoch [15][540/940] lr: 5.956e-01, eta: 2 days, 20:29:52, time: 0.910, data_time: 0.004, memory: 9444, top1_acc: 0.2107, top5_acc: 0.4457, loss_cls: 3.7791, loss: 3.7791, grad_norm: 0.8681 2020-07-22 19:10:07,196 - mmaction - INFO - Epoch [15][560/940] lr: 5.956e-01, eta: 2 days, 20:27:53, time: 0.792, data_time: 0.006, memory: 9444, top1_acc: 0.2092, top5_acc: 0.4512, loss_cls: 3.7736, loss: 3.7736, grad_norm: 0.8709 2020-07-22 19:10:23,110 - mmaction - INFO - Epoch [15][580/940] lr: 5.956e-01, eta: 2 days, 20:25:56, time: 0.796, data_time: 0.004, memory: 9444, top1_acc: 0.2162, top5_acc: 0.4383, loss_cls: 3.7760, loss: 3.7760, grad_norm: 0.8758 2020-07-22 19:10:40,713 - mmaction - INFO - Epoch [15][600/940] lr: 5.956e-01, eta: 2 days, 20:24:26, time: 0.878, data_time: 0.003, memory: 9444, top1_acc: 0.2139, top5_acc: 0.4480, loss_cls: 3.7638, loss: 3.7638, grad_norm: 0.8799 2020-07-22 19:10:56,774 - mmaction - INFO - Epoch [15][620/940] lr: 5.956e-01, eta: 2 days, 20:22:31, time: 0.805, data_time: 0.007, memory: 9444, top1_acc: 0.2195, top5_acc: 0.4512, loss_cls: 3.7430, loss: 3.7430, grad_norm: 0.8788 2020-07-22 19:11:11,584 - mmaction - INFO - Epoch [15][640/940] lr: 5.956e-01, eta: 2 days, 20:20:16, time: 0.740, data_time: 0.005, memory: 9444, top1_acc: 0.2156, top5_acc: 0.4525, loss_cls: 3.7228, loss: 3.7228, grad_norm: 0.8760 2020-07-22 19:11:27,806 - mmaction - INFO - Epoch [15][660/940] lr: 5.956e-01, eta: 2 days, 20:18:25, time: 0.811, data_time: 0.005, memory: 9444, top1_acc: 0.2273, top5_acc: 0.4648, loss_cls: 3.7025, loss: 3.7025, grad_norm: 0.8819 2020-07-22 19:11:43,379 - mmaction - INFO - Epoch [15][680/940] lr: 5.956e-01, eta: 2 days, 20:16:23, time: 0.779, data_time: 0.005, memory: 9444, top1_acc: 0.2164, top5_acc: 0.4502, loss_cls: 3.7396, loss: 3.7396, grad_norm: 0.8883 2020-07-22 19:11:59,621 - mmaction - INFO - Epoch [15][700/940] lr: 5.956e-01, eta: 2 days, 20:14:33, time: 0.813, data_time: 0.004, memory: 9444, top1_acc: 0.2111, top5_acc: 0.4531, loss_cls: 3.7359, loss: 3.7359, grad_norm: 0.8810 2020-07-22 19:12:18,367 - mmaction - INFO - Epoch [15][720/940] lr: 5.956e-01, eta: 2 days, 20:13:23, time: 0.936, data_time: 0.003, memory: 9444, top1_acc: 0.2232, top5_acc: 0.4584, loss_cls: 3.7142, loss: 3.7142, grad_norm: 0.8735 2020-07-22 19:12:33,264 - mmaction - INFO - Epoch [15][740/940] lr: 5.956e-01, eta: 2 days, 20:11:11, time: 0.745, data_time: 0.003, memory: 9444, top1_acc: 0.2086, top5_acc: 0.4484, loss_cls: 3.7515, loss: 3.7515, grad_norm: 0.8692 2020-07-22 19:12:49,953 - mmaction - INFO - Epoch [15][760/940] lr: 5.956e-01, eta: 2 days, 20:09:27, time: 0.829, data_time: 0.004, memory: 9444, top1_acc: 0.2125, top5_acc: 0.4561, loss_cls: 3.7447, loss: 3.7447, grad_norm: 0.8791 2020-07-22 19:13:07,049 - mmaction - INFO - Epoch [15][780/940] lr: 5.956e-01, eta: 2 days, 20:07:53, time: 0.859, data_time: 0.008, memory: 9444, top1_acc: 0.2055, top5_acc: 0.4453, loss_cls: 3.7848, loss: 3.7848, grad_norm: 0.8655 2020-07-22 19:13:22,470 - mmaction - INFO - Epoch [15][800/940] lr: 5.956e-01, eta: 2 days, 20:05:51, time: 0.772, data_time: 0.003, memory: 9444, top1_acc: 0.2156, top5_acc: 0.4477, loss_cls: 3.7283, loss: 3.7283, grad_norm: 0.8713 2020-07-22 19:13:37,438 - mmaction - INFO - Epoch [15][820/940] lr: 5.956e-01, eta: 2 days, 20:03:41, time: 0.746, data_time: 0.002, memory: 9444, top1_acc: 0.2168, top5_acc: 0.4475, loss_cls: 3.7762, loss: 3.7762, grad_norm: 0.8910 2020-07-22 19:13:53,903 - mmaction - INFO - Epoch [15][840/940] lr: 5.956e-01, eta: 2 days, 20:01:56, time: 0.825, data_time: 0.004, memory: 9444, top1_acc: 0.2094, top5_acc: 0.4471, loss_cls: 3.7762, loss: 3.7762, grad_norm: 0.8669 2020-07-22 19:14:10,468 - mmaction - INFO - Epoch [15][860/940] lr: 5.956e-01, eta: 2 days, 20:00:13, time: 0.828, data_time: 0.002, memory: 9444, top1_acc: 0.2051, top5_acc: 0.4445, loss_cls: 3.7772, loss: 3.7772, grad_norm: 0.8750 2020-07-22 19:14:26,418 - mmaction - INFO - Epoch [15][880/940] lr: 5.956e-01, eta: 2 days, 19:58:20, time: 0.799, data_time: 0.005, memory: 9444, top1_acc: 0.2125, top5_acc: 0.4461, loss_cls: 3.7440, loss: 3.7440, grad_norm: 0.8802 2020-07-22 19:14:41,946 - mmaction - INFO - Epoch [15][900/940] lr: 5.956e-01, eta: 2 days, 19:56:21, time: 0.776, data_time: 0.004, memory: 9444, top1_acc: 0.2109, top5_acc: 0.4449, loss_cls: 3.7922, loss: 3.7922, grad_norm: 0.8867 2020-07-22 19:15:00,504 - mmaction - INFO - Epoch [15][920/940] lr: 5.956e-01, eta: 2 days, 19:55:05, time: 0.912, data_time: 0.004, memory: 9444, top1_acc: 0.2189, top5_acc: 0.4463, loss_cls: 3.7838, loss: 3.7838, grad_norm: 0.8783 2020-07-22 19:15:14,598 - mmaction - INFO - Epoch [15][940/940] lr: 5.956e-01, eta: 2 days, 19:52:48, time: 0.721, data_time: 0.018, memory: 9444, top1_acc: 0.2147, top5_acc: 0.4537, loss_cls: 3.7446, loss: 3.7446, grad_norm: 0.8626 2020-07-22 19:18:17,931 - mmaction - INFO - Epoch [16][20/940] lr: 5.949e-01, eta: 2 days, 20:33:37, time: 8.778, data_time: 7.785, memory: 9444, top1_acc: 0.2145, top5_acc: 0.4525, loss_cls: 3.7227, loss: 3.7227, grad_norm: 0.8916 2020-07-22 19:18:32,835 - mmaction - INFO - Epoch [16][40/940] lr: 5.949e-01, eta: 2 days, 20:31:25, time: 0.746, data_time: 0.004, memory: 9444, top1_acc: 0.2189, top5_acc: 0.4596, loss_cls: 3.7337, loss: 3.7337, grad_norm: 0.8975 2020-07-22 19:18:50,411 - mmaction - INFO - Epoch [16][60/940] lr: 5.949e-01, eta: 2 days, 20:29:56, time: 0.877, data_time: 0.003, memory: 9444, top1_acc: 0.2137, top5_acc: 0.4385, loss_cls: 3.7799, loss: 3.7799, grad_norm: 0.8657 2020-07-22 19:19:05,065 - mmaction - INFO - Epoch [16][80/940] lr: 5.949e-01, eta: 2 days, 20:27:40, time: 0.734, data_time: 0.006, memory: 9444, top1_acc: 0.2180, top5_acc: 0.4516, loss_cls: 3.7354, loss: 3.7354, grad_norm: 0.8652 2020-07-22 19:19:19,251 - mmaction - INFO - Epoch [16][100/940] lr: 5.949e-01, eta: 2 days, 20:25:18, time: 0.709, data_time: 0.006, memory: 9444, top1_acc: 0.2221, top5_acc: 0.4582, loss_cls: 3.7091, loss: 3.7091, grad_norm: 0.8945 2020-07-22 19:19:36,460 - mmaction - INFO - Epoch [16][120/940] lr: 5.949e-01, eta: 2 days, 20:23:43, time: 0.860, data_time: 0.004, memory: 9444, top1_acc: 0.2076, top5_acc: 0.4568, loss_cls: 3.7267, loss: 3.7267, grad_norm: 0.8745 2020-07-22 19:19:52,504 - mmaction - INFO - Epoch [16][140/940] lr: 5.949e-01, eta: 2 days, 20:21:51, time: 0.804, data_time: 0.005, memory: 9444, top1_acc: 0.2250, top5_acc: 0.4639, loss_cls: 3.6660, loss: 3.6660, grad_norm: 0.8759 2020-07-22 19:20:08,001 - mmaction - INFO - Epoch [16][160/940] lr: 5.949e-01, eta: 2 days, 20:19:51, time: 0.775, data_time: 0.004, memory: 9444, top1_acc: 0.2246, top5_acc: 0.4570, loss_cls: 3.7274, loss: 3.7274, grad_norm: 0.8790 2020-07-22 19:20:21,325 - mmaction - INFO - Epoch [16][180/940] lr: 5.949e-01, eta: 2 days, 20:17:16, time: 0.666, data_time: 0.003, memory: 9444, top1_acc: 0.2275, top5_acc: 0.4609, loss_cls: 3.6991, loss: 3.6991, grad_norm: 0.8934 2020-07-22 19:20:38,324 - mmaction - INFO - Epoch [16][200/940] lr: 5.949e-01, eta: 2 days, 20:15:39, time: 0.851, data_time: 0.004, memory: 9444, top1_acc: 0.2158, top5_acc: 0.4561, loss_cls: 3.7313, loss: 3.7313, grad_norm: 0.8799 2020-07-22 19:20:54,817 - mmaction - INFO - Epoch [16][220/940] lr: 5.949e-01, eta: 2 days, 20:13:55, time: 0.824, data_time: 0.004, memory: 9444, top1_acc: 0.2217, top5_acc: 0.4678, loss_cls: 3.6943, loss: 3.6943, grad_norm: 0.8763 2020-07-22 19:21:09,820 - mmaction - INFO - Epoch [16][240/940] lr: 5.949e-01, eta: 2 days, 20:11:47, time: 0.749, data_time: 0.003, memory: 9444, top1_acc: 0.2297, top5_acc: 0.4607, loss_cls: 3.6605, loss: 3.6605, grad_norm: 0.8801 2020-07-22 19:21:26,846 - mmaction - INFO - Epoch [16][260/940] lr: 5.949e-01, eta: 2 days, 20:10:12, time: 0.853, data_time: 0.006, memory: 9444, top1_acc: 0.2090, top5_acc: 0.4475, loss_cls: 3.7536, loss: 3.7536, grad_norm: 0.8783 2020-07-22 19:21:43,257 - mmaction - INFO - Epoch [16][280/940] lr: 5.949e-01, eta: 2 days, 20:08:27, time: 0.820, data_time: 0.003, memory: 9444, top1_acc: 0.2115, top5_acc: 0.4562, loss_cls: 3.7169, loss: 3.7169, grad_norm: 0.8868 2020-07-22 19:21:58,799 - mmaction - INFO - Epoch [16][300/940] lr: 5.949e-01, eta: 2 days, 20:06:29, time: 0.777, data_time: 0.003, memory: 9444, top1_acc: 0.2150, top5_acc: 0.4471, loss_cls: 3.7566, loss: 3.7566, grad_norm: 0.8881 2020-07-22 19:22:13,677 - mmaction - INFO - Epoch [16][320/940] lr: 5.949e-01, eta: 2 days, 20:04:19, time: 0.739, data_time: 0.004, memory: 9444, top1_acc: 0.2189, top5_acc: 0.4514, loss_cls: 3.7379, loss: 3.7379, grad_norm: 0.8847 2020-07-22 19:22:29,462 - mmaction - INFO - Epoch [16][340/940] lr: 5.949e-01, eta: 2 days, 20:02:27, time: 0.794, data_time: 0.009, memory: 9444, top1_acc: 0.2217, top5_acc: 0.4564, loss_cls: 3.7181, loss: 3.7181, grad_norm: 0.8810 2020-07-22 19:22:45,273 - mmaction - INFO - Epoch [16][360/940] lr: 5.949e-01, eta: 2 days, 20:00:33, time: 0.788, data_time: 0.004, memory: 9444, top1_acc: 0.2291, top5_acc: 0.4508, loss_cls: 3.7295, loss: 3.7295, grad_norm: 0.8936 2020-07-22 19:23:00,366 - mmaction - INFO - Epoch [16][380/940] lr: 5.949e-01, eta: 2 days, 19:58:29, time: 0.753, data_time: 0.007, memory: 9444, top1_acc: 0.2203, top5_acc: 0.4557, loss_cls: 3.7317, loss: 3.7317, grad_norm: 0.8852 2020-07-22 19:23:17,091 - mmaction - INFO - Epoch [16][400/940] lr: 5.949e-01, eta: 2 days, 19:56:51, time: 0.839, data_time: 0.009, memory: 9444, top1_acc: 0.2141, top5_acc: 0.4570, loss_cls: 3.7290, loss: 3.7290, grad_norm: 0.8778 2020-07-22 19:23:32,082 - mmaction - INFO - Epoch [16][420/940] lr: 5.949e-01, eta: 2 days, 19:54:47, time: 0.750, data_time: 0.006, memory: 9444, top1_acc: 0.2262, top5_acc: 0.4668, loss_cls: 3.7224, loss: 3.7224, grad_norm: 0.8846 2020-07-22 19:23:49,246 - mmaction - INFO - Epoch [16][440/940] lr: 5.949e-01, eta: 2 days, 19:53:15, time: 0.857, data_time: 0.004, memory: 9444, top1_acc: 0.2375, top5_acc: 0.4678, loss_cls: 3.6609, loss: 3.6609, grad_norm: 0.8777 2020-07-22 19:24:04,473 - mmaction - INFO - Epoch [16][460/940] lr: 5.949e-01, eta: 2 days, 19:51:14, time: 0.760, data_time: 0.005, memory: 9444, top1_acc: 0.2225, top5_acc: 0.4605, loss_cls: 3.7138, loss: 3.7138, grad_norm: 0.8960 2020-07-22 19:24:21,229 - mmaction - INFO - Epoch [16][480/940] lr: 5.949e-01, eta: 2 days, 19:49:36, time: 0.833, data_time: 0.005, memory: 9444, top1_acc: 0.2232, top5_acc: 0.4705, loss_cls: 3.6514, loss: 3.6514, grad_norm: 0.8935 2020-07-22 19:24:35,881 - mmaction - INFO - Epoch [16][500/940] lr: 5.949e-01, eta: 2 days, 19:47:28, time: 0.739, data_time: 0.010, memory: 9444, top1_acc: 0.2143, top5_acc: 0.4602, loss_cls: 3.7166, loss: 3.7166, grad_norm: 0.8967 2020-07-22 19:24:53,304 - mmaction - INFO - Epoch [16][520/940] lr: 5.949e-01, eta: 2 days, 19:46:02, time: 0.871, data_time: 0.004, memory: 9444, top1_acc: 0.2148, top5_acc: 0.4406, loss_cls: 3.7606, loss: 3.7606, grad_norm: 0.8750 2020-07-22 19:25:08,495 - mmaction - INFO - Epoch [16][540/940] lr: 5.949e-01, eta: 2 days, 19:44:02, time: 0.760, data_time: 0.005, memory: 9444, top1_acc: 0.2150, top5_acc: 0.4443, loss_cls: 3.7718, loss: 3.7718, grad_norm: 0.8948 2020-07-22 19:25:29,280 - mmaction - INFO - Epoch [16][560/940] lr: 5.949e-01, eta: 2 days, 19:43:28, time: 1.038, data_time: 0.005, memory: 9444, top1_acc: 0.1988, top5_acc: 0.4383, loss_cls: 3.7850, loss: 3.7850, grad_norm: 0.8825 2020-07-22 19:25:47,422 - mmaction - INFO - Epoch [16][580/940] lr: 5.949e-01, eta: 2 days, 19:42:14, time: 0.908, data_time: 0.006, memory: 9444, top1_acc: 0.2045, top5_acc: 0.4434, loss_cls: 3.7772, loss: 3.7772, grad_norm: 0.8715 2020-07-22 19:26:03,542 - mmaction - INFO - Epoch [16][600/940] lr: 5.949e-01, eta: 2 days, 19:40:28, time: 0.806, data_time: 0.006, memory: 9444, top1_acc: 0.2236, top5_acc: 0.4381, loss_cls: 3.7801, loss: 3.7801, grad_norm: 0.8762 2020-07-22 19:26:19,188 - mmaction - INFO - Epoch [16][620/940] lr: 5.949e-01, eta: 2 days, 19:38:36, time: 0.783, data_time: 0.005, memory: 9444, top1_acc: 0.2271, top5_acc: 0.4600, loss_cls: 3.6929, loss: 3.6929, grad_norm: 0.8628 2020-07-22 19:26:34,948 - mmaction - INFO - Epoch [16][640/940] lr: 5.949e-01, eta: 2 days, 19:36:46, time: 0.788, data_time: 0.005, memory: 9444, top1_acc: 0.2299, top5_acc: 0.4619, loss_cls: 3.6829, loss: 3.6829, grad_norm: 0.8782 2020-07-22 19:26:51,273 - mmaction - INFO - Epoch [16][660/940] lr: 5.949e-01, eta: 2 days, 19:35:04, time: 0.816, data_time: 0.003, memory: 9444, top1_acc: 0.2152, top5_acc: 0.4498, loss_cls: 3.7355, loss: 3.7355, grad_norm: 0.8795 2020-07-22 19:27:07,833 - mmaction - INFO - Epoch [16][680/940] lr: 5.949e-01, eta: 2 days, 19:33:26, time: 0.827, data_time: 0.002, memory: 9444, top1_acc: 0.2209, top5_acc: 0.4613, loss_cls: 3.7112, loss: 3.7112, grad_norm: 0.8830 2020-07-22 19:27:23,531 - mmaction - INFO - Epoch [16][700/940] lr: 5.949e-01, eta: 2 days, 19:31:35, time: 0.785, data_time: 0.003, memory: 9444, top1_acc: 0.2113, top5_acc: 0.4455, loss_cls: 3.7718, loss: 3.7718, grad_norm: 0.8930 2020-07-22 19:27:39,041 - mmaction - INFO - Epoch [16][720/940] lr: 5.949e-01, eta: 2 days, 19:29:42, time: 0.776, data_time: 0.007, memory: 9444, top1_acc: 0.2094, top5_acc: 0.4484, loss_cls: 3.7788, loss: 3.7788, grad_norm: 0.8757 2020-07-22 19:27:56,754 - mmaction - INFO - Epoch [16][740/940] lr: 5.949e-01, eta: 2 days, 19:28:23, time: 0.887, data_time: 0.003, memory: 9444, top1_acc: 0.2195, top5_acc: 0.4533, loss_cls: 3.7339, loss: 3.7339, grad_norm: 0.8671 2020-07-22 19:28:15,406 - mmaction - INFO - Epoch [16][760/940] lr: 5.949e-01, eta: 2 days, 19:27:18, time: 0.931, data_time: 0.002, memory: 9444, top1_acc: 0.2236, top5_acc: 0.4484, loss_cls: 3.7249, loss: 3.7249, grad_norm: 0.8770 2020-07-22 19:28:31,012 - mmaction - INFO - Epoch [16][780/940] lr: 5.949e-01, eta: 2 days, 19:25:27, time: 0.782, data_time: 0.006, memory: 9444, top1_acc: 0.2201, top5_acc: 0.4564, loss_cls: 3.7171, loss: 3.7171, grad_norm: 0.8811 2020-07-22 19:28:47,610 - mmaction - INFO - Epoch [16][800/940] lr: 5.949e-01, eta: 2 days, 19:23:51, time: 0.828, data_time: 0.002, memory: 9444, top1_acc: 0.2260, top5_acc: 0.4666, loss_cls: 3.6951, loss: 3.6951, grad_norm: 0.8867 2020-07-22 19:29:05,543 - mmaction - INFO - Epoch [16][820/940] lr: 5.949e-01, eta: 2 days, 19:22:36, time: 0.898, data_time: 0.005, memory: 9444, top1_acc: 0.2250, top5_acc: 0.4555, loss_cls: 3.7104, loss: 3.7104, grad_norm: 0.8765 2020-07-22 19:29:21,061 - mmaction - INFO - Epoch [16][840/940] lr: 5.949e-01, eta: 2 days, 19:20:44, time: 0.774, data_time: 0.002, memory: 9444, top1_acc: 0.2234, top5_acc: 0.4646, loss_cls: 3.6794, loss: 3.6794, grad_norm: 0.8895 2020-07-22 19:29:39,343 - mmaction - INFO - Epoch [16][860/940] lr: 5.949e-01, eta: 2 days, 19:19:34, time: 0.916, data_time: 0.004, memory: 9444, top1_acc: 0.2113, top5_acc: 0.4410, loss_cls: 3.7516, loss: 3.7516, grad_norm: 0.8917 2020-07-22 19:29:55,514 - mmaction - INFO - Epoch [16][880/940] lr: 5.949e-01, eta: 2 days, 19:17:53, time: 0.809, data_time: 0.002, memory: 9444, top1_acc: 0.2271, top5_acc: 0.4701, loss_cls: 3.7039, loss: 3.7039, grad_norm: 0.8909 2020-07-22 19:30:10,002 - mmaction - INFO - Epoch [16][900/940] lr: 5.949e-01, eta: 2 days, 19:15:46, time: 0.723, data_time: 0.003, memory: 9444, top1_acc: 0.2229, top5_acc: 0.4529, loss_cls: 3.7418, loss: 3.7418, grad_norm: 0.8765 2020-07-22 19:30:28,557 - mmaction - INFO - Epoch [16][920/940] lr: 5.949e-01, eta: 2 days, 19:14:41, time: 0.927, data_time: 0.005, memory: 9444, top1_acc: 0.2166, top5_acc: 0.4568, loss_cls: 3.7352, loss: 3.7352, grad_norm: 0.8814 2020-07-22 19:30:40,808 - mmaction - INFO - Epoch [16][940/940] lr: 5.949e-01, eta: 2 days, 19:12:02, time: 0.614, data_time: 0.004, memory: 9444, top1_acc: 0.2086, top5_acc: 0.4481, loss_cls: 3.7652, loss: 3.7652, grad_norm: 0.9008 2020-07-22 19:30:47,821 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-07-22 19:33:38,192 - mmaction - INFO - Epoch [17][20/940] lr: 5.942e-01, eta: 2 days, 19:48:42, time: 8.489, data_time: 6.331, memory: 9444, top1_acc: 0.2232, top5_acc: 0.4576, loss_cls: 3.7295, loss: 3.7295, grad_norm: 0.8683 2020-07-22 19:33:54,064 - mmaction - INFO - Epoch [17][40/940] lr: 5.942e-01, eta: 2 days, 19:46:54, time: 0.794, data_time: 0.006, memory: 9444, top1_acc: 0.2100, top5_acc: 0.4492, loss_cls: 3.7234, loss: 3.7234, grad_norm: 0.8774 2020-07-22 19:34:10,448 - mmaction - INFO - Epoch [17][60/940] lr: 5.942e-01, eta: 2 days, 19:45:14, time: 0.820, data_time: 0.004, memory: 9444, top1_acc: 0.2273, top5_acc: 0.4609, loss_cls: 3.6649, loss: 3.6649, grad_norm: 0.8923 2020-07-22 19:34:25,667 - mmaction - INFO - Epoch [17][80/940] lr: 5.942e-01, eta: 2 days, 19:43:17, time: 0.760, data_time: 0.003, memory: 9444, top1_acc: 0.2221, top5_acc: 0.4619, loss_cls: 3.6945, loss: 3.6945, grad_norm: 0.8856 2020-07-22 19:34:41,407 - mmaction - INFO - Epoch [17][100/940] lr: 5.942e-01, eta: 2 days, 19:41:28, time: 0.788, data_time: 0.005, memory: 9444, top1_acc: 0.2344, top5_acc: 0.4717, loss_cls: 3.6397, loss: 3.6397, grad_norm: 0.9024 2020-07-22 19:34:56,786 - mmaction - INFO - Epoch [17][120/940] lr: 5.942e-01, eta: 2 days, 19:39:33, time: 0.767, data_time: 0.002, memory: 9444, top1_acc: 0.2348, top5_acc: 0.4678, loss_cls: 3.6705, loss: 3.6705, grad_norm: 0.9033 2020-07-22 19:35:12,223 - mmaction - INFO - Epoch [17][140/940] lr: 5.942e-01, eta: 2 days, 19:37:40, time: 0.774, data_time: 0.013, memory: 9444, top1_acc: 0.2170, top5_acc: 0.4555, loss_cls: 3.7450, loss: 3.7450, grad_norm: 0.9033 2020-07-22 19:35:28,478 - mmaction - INFO - Epoch [17][160/940] lr: 5.942e-01, eta: 2 days, 19:35:59, time: 0.811, data_time: 0.004, memory: 9444, top1_acc: 0.2209, top5_acc: 0.4574, loss_cls: 3.7102, loss: 3.7102, grad_norm: 0.8946 2020-07-22 19:35:45,176 - mmaction - INFO - Epoch [17][180/940] lr: 5.942e-01, eta: 2 days, 19:34:25, time: 0.835, data_time: 0.005, memory: 9444, top1_acc: 0.2215, top5_acc: 0.4576, loss_cls: 3.7082, loss: 3.7082, grad_norm: 0.8749 2020-07-22 19:35:59,237 - mmaction - INFO - Epoch [17][200/940] lr: 5.942e-01, eta: 2 days, 19:32:12, time: 0.704, data_time: 0.004, memory: 9444, top1_acc: 0.2203, top5_acc: 0.4658, loss_cls: 3.6861, loss: 3.6861, grad_norm: 0.8949 2020-07-22 19:36:15,820 - mmaction - INFO - Epoch [17][220/940] lr: 5.942e-01, eta: 2 days, 19:30:37, time: 0.829, data_time: 0.004, memory: 9444, top1_acc: 0.2217, top5_acc: 0.4641, loss_cls: 3.6685, loss: 3.6685, grad_norm: 0.8957 2020-07-22 19:36:31,033 - mmaction - INFO - Epoch [17][240/940] lr: 5.942e-01, eta: 2 days, 19:28:42, time: 0.761, data_time: 0.005, memory: 9444, top1_acc: 0.2273, top5_acc: 0.4684, loss_cls: 3.6798, loss: 3.6798, grad_norm: 0.8855 2020-07-22 19:36:49,399 - mmaction - INFO - Epoch [17][260/940] lr: 5.942e-01, eta: 2 days, 19:27:33, time: 0.918, data_time: 0.007, memory: 9444, top1_acc: 0.2201, top5_acc: 0.4617, loss_cls: 3.7064, loss: 3.7064, grad_norm: 0.8812 2020-07-22 19:37:07,281 - mmaction - INFO - Epoch [17][280/940] lr: 5.942e-01, eta: 2 days, 19:26:17, time: 0.894, data_time: 0.003, memory: 9444, top1_acc: 0.2193, top5_acc: 0.4576, loss_cls: 3.7319, loss: 3.7319, grad_norm: 0.8928 2020-07-22 19:37:20,082 - mmaction - INFO - Epoch [17][300/940] lr: 5.942e-01, eta: 2 days, 19:23:47, time: 0.639, data_time: 0.002, memory: 9444, top1_acc: 0.2213, top5_acc: 0.4586, loss_cls: 3.6956, loss: 3.6956, grad_norm: 0.8802 2020-07-22 19:37:37,489 - mmaction - INFO - Epoch [17][320/940] lr: 5.942e-01, eta: 2 days, 19:22:25, time: 0.869, data_time: 0.005, memory: 9444, top1_acc: 0.2260, top5_acc: 0.4576, loss_cls: 3.7294, loss: 3.7294, grad_norm: 0.8877 2020-07-22 19:37:54,287 - mmaction - INFO - Epoch [17][340/940] lr: 5.942e-01, eta: 2 days, 19:20:55, time: 0.842, data_time: 0.007, memory: 9444, top1_acc: 0.2148, top5_acc: 0.4553, loss_cls: 3.7271, loss: 3.7271, grad_norm: 0.8953 2020-07-22 19:38:09,279 - mmaction - INFO - Epoch [17][360/940] lr: 5.942e-01, eta: 2 days, 19:18:54, time: 0.739, data_time: 0.003, memory: 9444, top1_acc: 0.2211, top5_acc: 0.4551, loss_cls: 3.7410, loss: 3.7410, grad_norm: 0.9006 2020-07-22 19:38:27,583 - mmaction - INFO - Epoch [17][380/940] lr: 5.942e-01, eta: 2 days, 19:17:48, time: 0.922, data_time: 0.013, memory: 9444, top1_acc: 0.2355, top5_acc: 0.4770, loss_cls: 3.6310, loss: 3.6310, grad_norm: 0.8840 2020-07-22 19:38:42,918 - mmaction - INFO - Epoch [17][400/940] lr: 5.942e-01, eta: 2 days, 19:15:57, time: 0.769, data_time: 0.006, memory: 9444, top1_acc: 0.2248, top5_acc: 0.4689, loss_cls: 3.6843, loss: 3.6843, grad_norm: 0.8936 2020-07-22 19:38:59,848 - mmaction - INFO - Epoch [17][420/940] lr: 5.942e-01, eta: 2 days, 19:14:29, time: 0.847, data_time: 0.011, memory: 9444, top1_acc: 0.2303, top5_acc: 0.4646, loss_cls: 3.6845, loss: 3.6845, grad_norm: 0.8944 2020-07-22 19:39:14,529 - mmaction - INFO - Epoch [17][440/940] lr: 5.942e-01, eta: 2 days, 19:12:28, time: 0.735, data_time: 0.005, memory: 9444, top1_acc: 0.2217, top5_acc: 0.4494, loss_cls: 3.7313, loss: 3.7313, grad_norm: 0.8754 2020-07-22 19:39:30,400 - mmaction - INFO - Epoch [17][460/940] lr: 5.942e-01, eta: 2 days, 19:10:45, time: 0.794, data_time: 0.004, memory: 9444, top1_acc: 0.2094, top5_acc: 0.4521, loss_cls: 3.7349, loss: 3.7349, grad_norm: 0.8889 2020-07-22 19:39:45,845 - mmaction - INFO - Epoch [17][480/940] lr: 5.942e-01, eta: 2 days, 19:08:53, time: 0.759, data_time: 0.002, memory: 9444, top1_acc: 0.2217, top5_acc: 0.4576, loss_cls: 3.7154, loss: 3.7154, grad_norm: 0.8789 2020-07-22 19:40:01,930 - mmaction - INFO - Epoch [17][500/940] lr: 5.942e-01, eta: 2 days, 19:07:16, time: 0.815, data_time: 0.017, memory: 9444, top1_acc: 0.2309, top5_acc: 0.4742, loss_cls: 3.6760, loss: 3.6760, grad_norm: 0.8890 2020-07-22 19:40:19,280 - mmaction - INFO - Epoch [17][520/940] lr: 5.942e-01, eta: 2 days, 19:05:55, time: 0.868, data_time: 0.005, memory: 9444, top1_acc: 0.2217, top5_acc: 0.4584, loss_cls: 3.7022, loss: 3.7022, grad_norm: 0.8917 2020-07-22 19:40:34,870 - mmaction - INFO - Epoch [17][540/940] lr: 5.942e-01, eta: 2 days, 19:04:09, time: 0.781, data_time: 0.005, memory: 9444, top1_acc: 0.2182, top5_acc: 0.4691, loss_cls: 3.6969, loss: 3.6969, grad_norm: 0.9042 2020-07-22 19:40:51,631 - mmaction - INFO - Epoch [17][560/940] lr: 5.942e-01, eta: 2 days, 19:02:40, time: 0.838, data_time: 0.003, memory: 9444, top1_acc: 0.2238, top5_acc: 0.4621, loss_cls: 3.6584, loss: 3.6584, grad_norm: 0.8824 2020-07-22 19:41:07,590 - mmaction - INFO - Epoch [17][580/940] lr: 5.942e-01, eta: 2 days, 19:00:59, time: 0.795, data_time: 0.003, memory: 9444, top1_acc: 0.2188, top5_acc: 0.4635, loss_cls: 3.6963, loss: 3.6963, grad_norm: 0.9052 2020-07-22 19:41:24,327 - mmaction - INFO - Epoch [17][600/940] lr: 5.942e-01, eta: 2 days, 18:59:30, time: 0.838, data_time: 0.007, memory: 9444, top1_acc: 0.2262, top5_acc: 0.4611, loss_cls: 3.6952, loss: 3.6952, grad_norm: 0.8920 2020-07-22 19:41:38,642 - mmaction - INFO - Epoch [17][620/940] lr: 5.942e-01, eta: 2 days, 18:57:27, time: 0.718, data_time: 0.005, memory: 9444, top1_acc: 0.2182, top5_acc: 0.4574, loss_cls: 3.7195, loss: 3.7195, grad_norm: 0.8968 2020-07-22 19:41:56,290 - mmaction - INFO - Epoch [17][640/940] lr: 5.942e-01, eta: 2 days, 18:56:10, time: 0.879, data_time: 0.005, memory: 9444, top1_acc: 0.2182, top5_acc: 0.4445, loss_cls: 3.7373, loss: 3.7373, grad_norm: 0.8724 2020-07-22 19:42:14,213 - mmaction - INFO - Epoch [17][660/940] lr: 5.942e-01, eta: 2 days, 18:54:59, time: 0.899, data_time: 0.005, memory: 9444, top1_acc: 0.2184, top5_acc: 0.4484, loss_cls: 3.7334, loss: 3.7334, grad_norm: 0.8857 2020-07-22 19:42:28,001 - mmaction - INFO - Epoch [17][680/940] lr: 5.942e-01, eta: 2 days, 18:52:48, time: 0.687, data_time: 0.003, memory: 9444, top1_acc: 0.2186, top5_acc: 0.4615, loss_cls: 3.7187, loss: 3.7187, grad_norm: 0.8893 2020-07-22 19:42:43,330 - mmaction - INFO - Epoch [17][700/940] lr: 5.942e-01, eta: 2 days, 18:51:00, time: 0.768, data_time: 0.006, memory: 9444, top1_acc: 0.2252, top5_acc: 0.4705, loss_cls: 3.6716, loss: 3.6716, grad_norm: 0.8961 2020-07-22 19:42:57,374 - mmaction - INFO - Epoch [17][720/940] lr: 5.942e-01, eta: 2 days, 18:48:54, time: 0.703, data_time: 0.008, memory: 9444, top1_acc: 0.2170, top5_acc: 0.4598, loss_cls: 3.6949, loss: 3.6949, grad_norm: 0.8890 2020-07-22 19:43:14,187 - mmaction - INFO - Epoch [17][740/940] lr: 5.942e-01, eta: 2 days, 18:47:27, time: 0.839, data_time: 0.002, memory: 9444, top1_acc: 0.2125, top5_acc: 0.4541, loss_cls: 3.7137, loss: 3.7137, grad_norm: 0.8940 2020-07-22 19:43:30,352 - mmaction - INFO - Epoch [17][760/940] lr: 5.942e-01, eta: 2 days, 18:45:52, time: 0.808, data_time: 0.005, memory: 9444, top1_acc: 0.2137, top5_acc: 0.4553, loss_cls: 3.7150, loss: 3.7150, grad_norm: 0.8856 2020-07-22 19:43:46,166 - mmaction - INFO - Epoch [17][780/940] lr: 5.942e-01, eta: 2 days, 18:44:11, time: 0.790, data_time: 0.005, memory: 9444, top1_acc: 0.2156, top5_acc: 0.4436, loss_cls: 3.7735, loss: 3.7735, grad_norm: 0.8856 2020-07-22 19:44:02,201 - mmaction - INFO - Epoch [17][800/940] lr: 5.942e-01, eta: 2 days, 18:42:28, time: 0.781, data_time: 0.005, memory: 9444, top1_acc: 0.2289, top5_acc: 0.4584, loss_cls: 3.6764, loss: 3.6764, grad_norm: 0.8839 2020-07-22 19:44:18,024 - mmaction - INFO - Epoch [17][820/940] lr: 5.942e-01, eta: 2 days, 18:40:53, time: 0.810, data_time: 0.024, memory: 9444, top1_acc: 0.2244, top5_acc: 0.4781, loss_cls: 3.6808, loss: 3.6808, grad_norm: 0.8929 2020-07-22 19:44:34,244 - mmaction - INFO - Epoch [17][840/940] lr: 5.942e-01, eta: 2 days, 18:39:20, time: 0.814, data_time: 0.005, memory: 9444, top1_acc: 0.2115, top5_acc: 0.4391, loss_cls: 3.8001, loss: 3.8001, grad_norm: 0.8803 2020-07-22 19:44:51,344 - mmaction - INFO - Epoch [17][860/940] lr: 5.942e-01, eta: 2 days, 18:37:59, time: 0.855, data_time: 0.003, memory: 9444, top1_acc: 0.2150, top5_acc: 0.4529, loss_cls: 3.7519, loss: 3.7519, grad_norm: 0.8729 2020-07-22 19:45:06,500 - mmaction - INFO - Epoch [17][880/940] lr: 5.942e-01, eta: 2 days, 18:36:10, time: 0.758, data_time: 0.004, memory: 9444, top1_acc: 0.2227, top5_acc: 0.4666, loss_cls: 3.6975, loss: 3.6975, grad_norm: 0.8829 2020-07-22 19:45:25,157 - mmaction - INFO - Epoch [17][900/940] lr: 5.942e-01, eta: 2 days, 18:35:09, time: 0.927, data_time: 0.006, memory: 9444, top1_acc: 0.2201, top5_acc: 0.4584, loss_cls: 3.7304, loss: 3.7304, grad_norm: 0.9004 2020-07-22 19:45:41,041 - mmaction - INFO - Epoch [17][920/940] lr: 5.942e-01, eta: 2 days, 18:33:33, time: 0.800, data_time: 0.011, memory: 9444, top1_acc: 0.2195, top5_acc: 0.4506, loss_cls: 3.7352, loss: 3.7352, grad_norm: 0.8810 2020-07-22 19:45:55,317 - mmaction - INFO - Epoch [17][940/940] lr: 5.942e-01, eta: 2 days, 18:31:32, time: 0.714, data_time: 0.003, memory: 9444, top1_acc: 0.2202, top5_acc: 0.4564, loss_cls: 3.7078, loss: 3.7078, grad_norm: 0.8911 2020-07-22 19:48:39,219 - mmaction - INFO - Epoch [18][20/940] lr: 5.935e-01, eta: 2 days, 19:03:00, time: 7.865, data_time: 6.813, memory: 9444, top1_acc: 0.2193, top5_acc: 0.4553, loss_cls: 3.7000, loss: 3.7000, grad_norm: 0.9115 2020-07-22 19:48:54,340 - mmaction - INFO - Epoch [18][40/940] lr: 5.935e-01, eta: 2 days, 19:01:09, time: 0.756, data_time: 0.005, memory: 9444, top1_acc: 0.2330, top5_acc: 0.4662, loss_cls: 3.6893, loss: 3.6893, grad_norm: 0.8690 2020-07-22 19:49:09,795 - mmaction - INFO - Epoch [18][60/940] lr: 5.935e-01, eta: 2 days, 18:59:24, time: 0.774, data_time: 0.005, memory: 9444, top1_acc: 0.2330, top5_acc: 0.4688, loss_cls: 3.6398, loss: 3.6398, grad_norm: 0.9032 2020-07-22 19:49:25,182 - mmaction - INFO - Epoch [18][80/940] lr: 5.935e-01, eta: 2 days, 18:57:37, time: 0.768, data_time: 0.002, memory: 9444, top1_acc: 0.2355, top5_acc: 0.4623, loss_cls: 3.6866, loss: 3.6866, grad_norm: 0.9129 2020-07-22 19:49:41,118 - mmaction - INFO - Epoch [18][100/940] lr: 5.935e-01, eta: 2 days, 18:55:58, time: 0.797, data_time: 0.004, memory: 9444, top1_acc: 0.2262, top5_acc: 0.4672, loss_cls: 3.6808, loss: 3.6808, grad_norm: 0.8789 2020-07-22 19:49:57,229 - mmaction - INFO - Epoch [18][120/940] lr: 5.935e-01, eta: 2 days, 18:54:20, time: 0.799, data_time: 0.004, memory: 9444, top1_acc: 0.2111, top5_acc: 0.4490, loss_cls: 3.7677, loss: 3.7677, grad_norm: 0.8822 2020-07-22 19:50:13,849 - mmaction - INFO - Epoch [18][140/940] lr: 5.935e-01, eta: 2 days, 18:52:53, time: 0.838, data_time: 0.011, memory: 9444, top1_acc: 0.2256, top5_acc: 0.4592, loss_cls: 3.7006, loss: 3.7006, grad_norm: 0.8668 2020-07-22 19:50:27,752 - mmaction - INFO - Epoch [18][160/940] lr: 5.935e-01, eta: 2 days, 18:50:47, time: 0.696, data_time: 0.005, memory: 9444, top1_acc: 0.2266, top5_acc: 0.4643, loss_cls: 3.6528, loss: 3.6528, grad_norm: 0.9087 2020-07-22 19:50:43,301 - mmaction - INFO - Epoch [18][180/940] lr: 5.935e-01, eta: 2 days, 18:49:03, time: 0.777, data_time: 0.004, memory: 9444, top1_acc: 0.2197, top5_acc: 0.4623, loss_cls: 3.7059, loss: 3.7059, grad_norm: 0.9156 2020-07-22 19:50:59,229 - mmaction - INFO - Epoch [18][200/940] lr: 5.935e-01, eta: 2 days, 18:47:26, time: 0.797, data_time: 0.006, memory: 9444, top1_acc: 0.2258, top5_acc: 0.4605, loss_cls: 3.7080, loss: 3.7080, grad_norm: 0.8741 2020-07-22 19:51:15,668 - mmaction - INFO - Epoch [18][220/940] lr: 5.935e-01, eta: 2 days, 18:45:55, time: 0.821, data_time: 0.004, memory: 9444, top1_acc: 0.2258, top5_acc: 0.4604, loss_cls: 3.6932, loss: 3.6932, grad_norm: 0.9056 2020-07-22 19:51:31,532 - mmaction - INFO - Epoch [18][240/940] lr: 5.935e-01, eta: 2 days, 18:44:17, time: 0.795, data_time: 0.009, memory: 9444, top1_acc: 0.2268, top5_acc: 0.4672, loss_cls: 3.6488, loss: 3.6488, grad_norm: 0.8880 2020-07-22 19:51:45,427 - mmaction - INFO - Epoch [18][260/940] lr: 5.935e-01, eta: 2 days, 18:42:12, time: 0.693, data_time: 0.003, memory: 9444, top1_acc: 0.2209, top5_acc: 0.4559, loss_cls: 3.6982, loss: 3.6982, grad_norm: 0.9145 2020-07-22 19:52:02,519 - mmaction - INFO - Epoch [18][280/940] lr: 5.935e-01, eta: 2 days, 18:40:51, time: 0.855, data_time: 0.006, memory: 9444, top1_acc: 0.2180, top5_acc: 0.4443, loss_cls: 3.7475, loss: 3.7475, grad_norm: 0.8935 2020-07-22 19:52:17,441 - mmaction - INFO - Epoch [18][300/940] lr: 5.935e-01, eta: 2 days, 18:39:00, time: 0.746, data_time: 0.005, memory: 9444, top1_acc: 0.2154, top5_acc: 0.4475, loss_cls: 3.7444, loss: 3.7444, grad_norm: 0.8913 2020-07-22 19:52:32,789 - mmaction - INFO - Epoch [18][320/940] lr: 5.935e-01, eta: 2 days, 18:37:16, time: 0.767, data_time: 0.004, memory: 9444, top1_acc: 0.2283, top5_acc: 0.4621, loss_cls: 3.6768, loss: 3.6768, grad_norm: 0.8741 2020-07-22 19:52:47,868 - mmaction - INFO - Epoch [18][340/940] lr: 5.935e-01, eta: 2 days, 18:35:28, time: 0.756, data_time: 0.004, memory: 9444, top1_acc: 0.2277, top5_acc: 0.4617, loss_cls: 3.6776, loss: 3.6776, grad_norm: 0.8837 2020-07-22 19:53:03,462 - mmaction - INFO - Epoch [18][360/940] lr: 5.935e-01, eta: 2 days, 18:33:47, time: 0.778, data_time: 0.002, memory: 9444, top1_acc: 0.2195, top5_acc: 0.4742, loss_cls: 3.6522, loss: 3.6522, grad_norm: 0.9058 2020-07-22 19:53:17,669 - mmaction - INFO - Epoch [18][380/940] lr: 5.935e-01, eta: 2 days, 18:31:47, time: 0.710, data_time: 0.003, memory: 9444, top1_acc: 0.2295, top5_acc: 0.4771, loss_cls: 3.6599, loss: 3.6599, grad_norm: 0.8917 2020-07-22 19:53:35,992 - mmaction - INFO - Epoch [18][400/940] lr: 5.935e-01, eta: 2 days, 18:30:44, time: 0.913, data_time: 0.004, memory: 9444, top1_acc: 0.2385, top5_acc: 0.4701, loss_cls: 3.6593, loss: 3.6593, grad_norm: 0.8997 2020-07-22 19:53:56,121 - mmaction - INFO - Epoch [18][420/940] lr: 5.935e-01, eta: 2 days, 18:30:04, time: 1.001, data_time: 0.008, memory: 9444, top1_acc: 0.2133, top5_acc: 0.4619, loss_cls: 3.7158, loss: 3.7158, grad_norm: 0.9084 2020-07-22 19:54:13,360 - mmaction - INFO - Epoch [18][440/940] lr: 5.935e-01, eta: 2 days, 18:28:49, time: 0.871, data_time: 0.013, memory: 9444, top1_acc: 0.2154, top5_acc: 0.4531, loss_cls: 3.7586, loss: 3.7586, grad_norm: 0.8852 2020-07-22 19:54:29,283 - mmaction - INFO - Epoch [18][460/940] lr: 5.935e-01, eta: 2 days, 18:27:14, time: 0.798, data_time: 0.003, memory: 9444, top1_acc: 0.2180, top5_acc: 0.4635, loss_cls: 3.6709, loss: 3.6709, grad_norm: 0.9019 2020-07-22 19:54:45,142 - mmaction - INFO - Epoch [18][480/940] lr: 5.935e-01, eta: 2 days, 18:25:38, time: 0.792, data_time: 0.003, memory: 9444, top1_acc: 0.2195, top5_acc: 0.4527, loss_cls: 3.7306, loss: 3.7306, grad_norm: 0.8690 2020-07-22 19:55:00,695 - mmaction - INFO - Epoch [18][500/940] lr: 5.935e-01, eta: 2 days, 18:23:56, time: 0.771, data_time: 0.005, memory: 9444, top1_acc: 0.2320, top5_acc: 0.4670, loss_cls: 3.6834, loss: 3.6834, grad_norm: 0.8870 2020-07-22 19:55:18,694 - mmaction - INFO - Epoch [18][520/940] lr: 5.935e-01, eta: 2 days, 18:22:51, time: 0.907, data_time: 0.009, memory: 9444, top1_acc: 0.2174, top5_acc: 0.4514, loss_cls: 3.7817, loss: 3.7817, grad_norm: 0.8900 2020-07-22 19:55:33,870 - mmaction - INFO - Epoch [18][540/940] lr: 5.935e-01, eta: 2 days, 18:21:06, time: 0.758, data_time: 0.003, memory: 9444, top1_acc: 0.2172, top5_acc: 0.4586, loss_cls: 3.7033, loss: 3.7033, grad_norm: 0.8825 2020-07-22 19:55:49,728 - mmaction - INFO - Epoch [18][560/940] lr: 5.935e-01, eta: 2 days, 18:19:31, time: 0.794, data_time: 0.004, memory: 9444, top1_acc: 0.2217, top5_acc: 0.4604, loss_cls: 3.6983, loss: 3.6983, grad_norm: 0.8905 2020-07-22 19:56:06,393 - mmaction - INFO - Epoch [18][580/940] lr: 5.935e-01, eta: 2 days, 18:18:07, time: 0.832, data_time: 0.002, memory: 9444, top1_acc: 0.2270, top5_acc: 0.4602, loss_cls: 3.7025, loss: 3.7025, grad_norm: 0.8968 2020-07-22 19:56:21,719 - mmaction - INFO - Epoch [18][600/940] lr: 5.935e-01, eta: 2 days, 18:16:24, time: 0.766, data_time: 0.005, memory: 9444, top1_acc: 0.2117, top5_acc: 0.4494, loss_cls: 3.7601, loss: 3.7601, grad_norm: 0.8874 2020-07-22 19:56:37,162 - mmaction - INFO - Epoch [18][620/940] lr: 5.935e-01, eta: 2 days, 18:14:45, time: 0.774, data_time: 0.007, memory: 9444, top1_acc: 0.2203, top5_acc: 0.4594, loss_cls: 3.6914, loss: 3.6914, grad_norm: 0.8737 2020-07-22 19:56:55,121 - mmaction - INFO - Epoch [18][640/940] lr: 5.935e-01, eta: 2 days, 18:13:38, time: 0.898, data_time: 0.002, memory: 9444, top1_acc: 0.2170, top5_acc: 0.4547, loss_cls: 3.7002, loss: 3.7002, grad_norm: 0.8859 2020-07-22 19:57:12,073 - mmaction - INFO - Epoch [18][660/940] lr: 5.935e-01, eta: 2 days, 18:12:19, time: 0.848, data_time: 0.003, memory: 9444, top1_acc: 0.2217, top5_acc: 0.4646, loss_cls: 3.6663, loss: 3.6663, grad_norm: 0.8866 2020-07-22 19:57:28,191 - mmaction - INFO - Epoch [18][680/940] lr: 5.935e-01, eta: 2 days, 18:10:48, time: 0.806, data_time: 0.003, memory: 9444, top1_acc: 0.2156, top5_acc: 0.4557, loss_cls: 3.7197, loss: 3.7197, grad_norm: 0.8904 2020-07-22 19:57:43,200 - mmaction - INFO - Epoch [18][700/940] lr: 5.935e-01, eta: 2 days, 18:09:03, time: 0.749, data_time: 0.004, memory: 9444, top1_acc: 0.2268, top5_acc: 0.4713, loss_cls: 3.6662, loss: 3.6662, grad_norm: 0.8809 2020-07-22 19:57:58,339 - mmaction - INFO - Epoch [18][720/940] lr: 5.935e-01, eta: 2 days, 18:07:19, time: 0.756, data_time: 0.014, memory: 9444, top1_acc: 0.2176, top5_acc: 0.4617, loss_cls: 3.6797, loss: 3.6797, grad_norm: 0.9013 2020-07-22 19:58:15,069 - mmaction - INFO - Epoch [18][740/940] lr: 5.935e-01, eta: 2 days, 18:05:57, time: 0.838, data_time: 0.006, memory: 9444, top1_acc: 0.2377, top5_acc: 0.4605, loss_cls: 3.6818, loss: 3.6818, grad_norm: 0.8928 2020-07-22 19:58:30,532 - mmaction - INFO - Epoch [18][760/940] lr: 5.935e-01, eta: 2 days, 18:04:19, time: 0.774, data_time: 0.004, memory: 9444, top1_acc: 0.2232, top5_acc: 0.4602, loss_cls: 3.7068, loss: 3.7068, grad_norm: 0.8885 2020-07-22 19:58:51,802 - mmaction - INFO - Epoch [18][780/940] lr: 5.935e-01, eta: 2 days, 18:03:58, time: 1.063, data_time: 0.003, memory: 9444, top1_acc: 0.2254, top5_acc: 0.4619, loss_cls: 3.7013, loss: 3.7013, grad_norm: 0.9161 2020-07-22 19:59:09,518 - mmaction - INFO - Epoch [18][800/940] lr: 5.935e-01, eta: 2 days, 18:02:49, time: 0.886, data_time: 0.005, memory: 9444, top1_acc: 0.2428, top5_acc: 0.4762, loss_cls: 3.6273, loss: 3.6273, grad_norm: 0.8760 2020-07-22 19:59:25,391 - mmaction - INFO - Epoch [18][820/940] lr: 5.935e-01, eta: 2 days, 18:01:17, time: 0.794, data_time: 0.004, memory: 9444, top1_acc: 0.2223, top5_acc: 0.4545, loss_cls: 3.7323, loss: 3.7323, grad_norm: 0.9018 2020-07-22 19:59:41,429 - mmaction - INFO - Epoch [18][840/940] lr: 5.935e-01, eta: 2 days, 17:59:46, time: 0.802, data_time: 0.002, memory: 9444, top1_acc: 0.2094, top5_acc: 0.4402, loss_cls: 3.7744, loss: 3.7744, grad_norm: 0.8796 2020-07-22 19:59:56,328 - mmaction - INFO - Epoch [18][860/940] lr: 5.935e-01, eta: 2 days, 17:58:01, time: 0.746, data_time: 0.002, memory: 9444, top1_acc: 0.2133, top5_acc: 0.4430, loss_cls: 3.7776, loss: 3.7776, grad_norm: 0.8898 2020-07-22 20:00:12,574 - mmaction - INFO - Epoch [18][880/940] lr: 5.935e-01, eta: 2 days, 17:56:31, time: 0.803, data_time: 0.002, memory: 9444, top1_acc: 0.2248, top5_acc: 0.4660, loss_cls: 3.6777, loss: 3.6777, grad_norm: 0.8953 2020-07-22 20:00:32,835 - mmaction - INFO - Epoch [18][900/940] lr: 5.935e-01, eta: 2 days, 17:55:55, time: 1.003, data_time: 0.037, memory: 9444, top1_acc: 0.2213, top5_acc: 0.4512, loss_cls: 3.7490, loss: 3.7490, grad_norm: 0.8788 2020-07-22 20:00:48,216 - mmaction - INFO - Epoch [18][920/940] lr: 5.935e-01, eta: 2 days, 17:54:20, time: 0.785, data_time: 0.043, memory: 9444, top1_acc: 0.2229, top5_acc: 0.4570, loss_cls: 3.7004, loss: 3.7004, grad_norm: 0.8902 2020-07-22 20:01:02,065 - mmaction - INFO - Epoch [18][940/940] lr: 5.935e-01, eta: 2 days, 17:52:23, time: 0.696, data_time: 0.007, memory: 9444, top1_acc: 0.2246, top5_acc: 0.4600, loss_cls: 3.6657, loss: 3.6657, grad_norm: 0.8898 2020-07-22 20:03:45,900 - mmaction - INFO - Epoch [19][20/940] lr: 5.927e-01, eta: 2 days, 18:21:19, time: 7.713, data_time: 6.695, memory: 9444, top1_acc: 0.2260, top5_acc: 0.4660, loss_cls: 3.7209, loss: 3.7209, grad_norm: 0.9033 2020-07-22 20:03:58,951 - mmaction - INFO - Epoch [19][40/940] lr: 5.927e-01, eta: 2 days, 18:19:08, time: 0.654, data_time: 0.005, memory: 9444, top1_acc: 0.2314, top5_acc: 0.4730, loss_cls: 3.6373, loss: 3.6373, grad_norm: 0.9016 2020-07-22 20:04:15,236 - mmaction - INFO - Epoch [19][60/940] lr: 5.927e-01, eta: 2 days, 18:17:40, time: 0.812, data_time: 0.003, memory: 9444, top1_acc: 0.2314, top5_acc: 0.4645, loss_cls: 3.6521, loss: 3.6521, grad_norm: 0.8951 2020-07-22 20:04:33,566 - mmaction - INFO - Epoch [19][80/940] lr: 5.927e-01, eta: 2 days, 18:16:39, time: 0.916, data_time: 0.006, memory: 9444, top1_acc: 0.2336, top5_acc: 0.4600, loss_cls: 3.6666, loss: 3.6666, grad_norm: 0.9191 2020-07-22 20:04:49,273 - mmaction - INFO - Epoch [19][100/940] lr: 5.927e-01, eta: 2 days, 18:15:04, time: 0.788, data_time: 0.006, memory: 9444, top1_acc: 0.2156, top5_acc: 0.4629, loss_cls: 3.6951, loss: 3.6951, grad_norm: 0.8979 2020-07-22 20:05:04,858 - mmaction - INFO - Epoch [19][120/940] lr: 5.927e-01, eta: 2 days, 18:13:27, time: 0.779, data_time: 0.003, memory: 9444, top1_acc: 0.2240, top5_acc: 0.4605, loss_cls: 3.7106, loss: 3.7106, grad_norm: 0.9011 2020-07-22 20:05:19,883 - mmaction - INFO - Epoch [19][140/940] lr: 5.927e-01, eta: 2 days, 18:11:43, time: 0.752, data_time: 0.003, memory: 9444, top1_acc: 0.2336, top5_acc: 0.4658, loss_cls: 3.6781, loss: 3.6781, grad_norm: 0.8933 2020-07-22 20:05:34,889 - mmaction - INFO - Epoch [19][160/940] lr: 5.927e-01, eta: 2 days, 18:09:59, time: 0.750, data_time: 0.003, memory: 9444, top1_acc: 0.2291, top5_acc: 0.4623, loss_cls: 3.6791, loss: 3.6791, grad_norm: 0.8901 2020-07-22 20:05:50,111 - mmaction - INFO - Epoch [19][180/940] lr: 5.927e-01, eta: 2 days, 18:08:18, time: 0.760, data_time: 0.003, memory: 9444, top1_acc: 0.2215, top5_acc: 0.4500, loss_cls: 3.6884, loss: 3.6884, grad_norm: 0.8957 2020-07-22 20:06:03,652 - mmaction - INFO - Epoch [19][200/940] lr: 5.927e-01, eta: 2 days, 18:06:15, time: 0.676, data_time: 0.003, memory: 9444, top1_acc: 0.2234, top5_acc: 0.4564, loss_cls: 3.6981, loss: 3.6981, grad_norm: 0.9056 2020-07-22 20:06:20,253 - mmaction - INFO - Epoch [19][220/940] lr: 5.927e-01, eta: 2 days, 18:04:53, time: 0.831, data_time: 0.005, memory: 9444, top1_acc: 0.2215, top5_acc: 0.4736, loss_cls: 3.6380, loss: 3.6380, grad_norm: 0.8872 2020-07-22 20:06:35,163 - mmaction - INFO - Epoch [19][240/940] lr: 5.927e-01, eta: 2 days, 18:03:09, time: 0.746, data_time: 0.004, memory: 9444, top1_acc: 0.2191, top5_acc: 0.4623, loss_cls: 3.7134, loss: 3.7134, grad_norm: 0.9108 2020-07-22 20:06:49,719 - mmaction - INFO - Epoch [19][260/940] lr: 5.927e-01, eta: 2 days, 18:01:20, time: 0.727, data_time: 0.004, memory: 9444, top1_acc: 0.2285, top5_acc: 0.4631, loss_cls: 3.6668, loss: 3.6668, grad_norm: 0.8848 2020-07-22 20:07:07,658 - mmaction - INFO - Epoch [19][280/940] lr: 5.927e-01, eta: 2 days, 18:00:16, time: 0.897, data_time: 0.004, memory: 9444, top1_acc: 0.2223, top5_acc: 0.4643, loss_cls: 3.6887, loss: 3.6887, grad_norm: 0.9079 2020-07-22 20:07:24,425 - mmaction - INFO - Epoch [19][300/940] lr: 5.927e-01, eta: 2 days, 17:58:56, time: 0.839, data_time: 0.003, memory: 9444, top1_acc: 0.2363, top5_acc: 0.4656, loss_cls: 3.6562, loss: 3.6562, grad_norm: 0.9007 2020-07-22 20:07:38,431 - mmaction - INFO - Epoch [19][320/940] lr: 5.927e-01, eta: 2 days, 17:57:01, time: 0.700, data_time: 0.002, memory: 9444, top1_acc: 0.2311, top5_acc: 0.4719, loss_cls: 3.6542, loss: 3.6542, grad_norm: 0.8972 2020-07-22 20:07:53,312 - mmaction - INFO - Epoch [19][340/940] lr: 5.927e-01, eta: 2 days, 17:55:17, time: 0.744, data_time: 0.004, memory: 9444, top1_acc: 0.2266, top5_acc: 0.4602, loss_cls: 3.6637, loss: 3.6637, grad_norm: 0.9041 2020-07-22 20:08:09,528 - mmaction - INFO - Epoch [19][360/940] lr: 5.927e-01, eta: 2 days, 17:53:51, time: 0.812, data_time: 0.005, memory: 9444, top1_acc: 0.2188, top5_acc: 0.4645, loss_cls: 3.6915, loss: 3.6915, grad_norm: 0.9025 2020-07-22 20:08:27,286 - mmaction - INFO - Epoch [19][380/940] lr: 5.927e-01, eta: 2 days, 17:52:44, time: 0.887, data_time: 0.004, memory: 9444, top1_acc: 0.2324, top5_acc: 0.4699, loss_cls: 3.6677, loss: 3.6677, grad_norm: 0.8927 2020-07-22 20:08:44,981 - mmaction - INFO - Epoch [19][400/940] lr: 5.927e-01, eta: 2 days, 17:51:38, time: 0.886, data_time: 0.004, memory: 9444, top1_acc: 0.2146, top5_acc: 0.4635, loss_cls: 3.7054, loss: 3.7054, grad_norm: 0.8853 2020-07-22 20:08:59,524 - mmaction - INFO - Epoch [19][420/940] lr: 5.927e-01, eta: 2 days, 17:49:50, time: 0.726, data_time: 0.002, memory: 9444, top1_acc: 0.2141, top5_acc: 0.4580, loss_cls: 3.6863, loss: 3.6863, grad_norm: 0.9214 2020-07-22 20:09:15,063 - mmaction - INFO - Epoch [19][440/940] lr: 5.927e-01, eta: 2 days, 17:48:15, time: 0.777, data_time: 0.003, memory: 9444, top1_acc: 0.2324, top5_acc: 0.4570, loss_cls: 3.6797, loss: 3.6797, grad_norm: 0.8894 2020-07-22 20:09:31,070 - mmaction - INFO - Epoch [19][460/940] lr: 5.927e-01, eta: 2 days, 17:46:48, time: 0.802, data_time: 0.006, memory: 9444, top1_acc: 0.2332, top5_acc: 0.4740, loss_cls: 3.6458, loss: 3.6458, grad_norm: 0.9048 2020-07-22 20:09:45,412 - mmaction - INFO - Epoch [19][480/940] lr: 5.927e-01, eta: 2 days, 17:44:58, time: 0.716, data_time: 0.002, memory: 9444, top1_acc: 0.2131, top5_acc: 0.4559, loss_cls: 3.7177, loss: 3.7177, grad_norm: 0.9033 2020-07-22 20:10:01,705 - mmaction - INFO - Epoch [19][500/940] lr: 5.927e-01, eta: 2 days, 17:43:34, time: 0.814, data_time: 0.004, memory: 9444, top1_acc: 0.2217, top5_acc: 0.4596, loss_cls: 3.6905, loss: 3.6905, grad_norm: 0.9057 2020-07-22 20:10:16,058 - mmaction - INFO - Epoch [19][520/940] lr: 5.927e-01, eta: 2 days, 17:41:39, time: 0.695, data_time: 0.005, memory: 9444, top1_acc: 0.2252, top5_acc: 0.4762, loss_cls: 3.6676, loss: 3.6676, grad_norm: 0.8919 2020-07-22 20:10:32,730 - mmaction - INFO - Epoch [19][540/940] lr: 5.927e-01, eta: 2 days, 17:40:26, time: 0.857, data_time: 0.028, memory: 9444, top1_acc: 0.2439, top5_acc: 0.4783, loss_cls: 3.6205, loss: 3.6205, grad_norm: 0.9075 2020-07-22 20:10:48,509 - mmaction - INFO - Epoch [19][560/940] lr: 5.927e-01, eta: 2 days, 17:38:56, time: 0.789, data_time: 0.005, memory: 9444, top1_acc: 0.2188, top5_acc: 0.4617, loss_cls: 3.7081, loss: 3.7081, grad_norm: 0.9138 2020-07-22 20:11:03,160 - mmaction - INFO - Epoch [19][580/940] lr: 5.927e-01, eta: 2 days, 17:37:12, time: 0.733, data_time: 0.003, memory: 9444, top1_acc: 0.2209, top5_acc: 0.4559, loss_cls: 3.7319, loss: 3.7319, grad_norm: 0.9257 2020-07-22 20:11:17,999 - mmaction - INFO - Epoch [19][600/940] lr: 5.927e-01, eta: 2 days, 17:35:29, time: 0.741, data_time: 0.003, memory: 9444, top1_acc: 0.2162, top5_acc: 0.4621, loss_cls: 3.6998, loss: 3.6998, grad_norm: 0.8919 2020-07-22 20:11:34,647 - mmaction - INFO - Epoch [19][620/940] lr: 5.927e-01, eta: 2 days, 17:34:11, time: 0.832, data_time: 0.003, memory: 9444, top1_acc: 0.2250, top5_acc: 0.4641, loss_cls: 3.6842, loss: 3.6842, grad_norm: 0.9012 2020-07-22 20:11:49,415 - mmaction - INFO - Epoch [19][640/940] lr: 5.927e-01, eta: 2 days, 17:32:28, time: 0.738, data_time: 0.003, memory: 9444, top1_acc: 0.2275, top5_acc: 0.4543, loss_cls: 3.7557, loss: 3.7557, grad_norm: 0.8818 2020-07-22 20:12:05,849 - mmaction - INFO - Epoch [19][660/940] lr: 5.927e-01, eta: 2 days, 17:31:07, time: 0.822, data_time: 0.003, memory: 9444, top1_acc: 0.2217, top5_acc: 0.4510, loss_cls: 3.7333, loss: 3.7333, grad_norm: 0.8927 2020-07-22 20:12:21,749 - mmaction - INFO - Epoch [19][680/940] lr: 5.927e-01, eta: 2 days, 17:29:40, time: 0.796, data_time: 0.003, memory: 9444, top1_acc: 0.2164, top5_acc: 0.4656, loss_cls: 3.6935, loss: 3.6935, grad_norm: 0.8899 2020-07-22 20:12:35,811 - mmaction - INFO - Epoch [19][700/940] lr: 5.927e-01, eta: 2 days, 17:27:49, time: 0.703, data_time: 0.004, memory: 9444, top1_acc: 0.2240, top5_acc: 0.4678, loss_cls: 3.6887, loss: 3.6887, grad_norm: 0.8987 2020-07-22 20:12:51,527 - mmaction - INFO - Epoch [19][720/940] lr: 5.927e-01, eta: 2 days, 17:26:19, time: 0.785, data_time: 0.003, memory: 9444, top1_acc: 0.2236, top5_acc: 0.4533, loss_cls: 3.7224, loss: 3.7224, grad_norm: 0.9112 2020-07-22 20:13:06,483 - mmaction - INFO - Epoch [19][740/940] lr: 5.927e-01, eta: 2 days, 17:24:41, time: 0.749, data_time: 0.006, memory: 9444, top1_acc: 0.2279, top5_acc: 0.4545, loss_cls: 3.6948, loss: 3.6948, grad_norm: 0.8933 2020-07-22 20:13:22,705 - mmaction - INFO - Epoch [19][760/940] lr: 5.927e-01, eta: 2 days, 17:23:17, time: 0.811, data_time: 0.002, memory: 9444, top1_acc: 0.2338, top5_acc: 0.4598, loss_cls: 3.7072, loss: 3.7072, grad_norm: 0.8884 2020-07-22 20:13:37,789 - mmaction - INFO - Epoch [19][780/940] lr: 5.927e-01, eta: 2 days, 17:21:40, time: 0.755, data_time: 0.004, memory: 9444, top1_acc: 0.2287, top5_acc: 0.4590, loss_cls: 3.7011, loss: 3.7011, grad_norm: 0.8996 2020-07-22 20:13:53,999 - mmaction - INFO - Epoch [19][800/940] lr: 5.927e-01, eta: 2 days, 17:20:18, time: 0.811, data_time: 0.003, memory: 9444, top1_acc: 0.2330, top5_acc: 0.4686, loss_cls: 3.6602, loss: 3.6602, grad_norm: 0.8800 2020-07-22 20:14:09,644 - mmaction - INFO - Epoch [19][820/940] lr: 5.927e-01, eta: 2 days, 17:18:48, time: 0.781, data_time: 0.004, memory: 9444, top1_acc: 0.2223, top5_acc: 0.4516, loss_cls: 3.7461, loss: 3.7461, grad_norm: 0.9067 2020-07-22 20:14:24,879 - mmaction - INFO - Epoch [19][840/940] lr: 5.927e-01, eta: 2 days, 17:17:13, time: 0.761, data_time: 0.004, memory: 9444, top1_acc: 0.2311, top5_acc: 0.4660, loss_cls: 3.6960, loss: 3.6960, grad_norm: 0.8866 2020-07-22 20:14:40,242 - mmaction - INFO - Epoch [19][860/940] lr: 5.927e-01, eta: 2 days, 17:15:40, time: 0.769, data_time: 0.007, memory: 9444, top1_acc: 0.2246, top5_acc: 0.4650, loss_cls: 3.6786, loss: 3.6786, grad_norm: 0.8936 2020-07-22 20:14:56,696 - mmaction - INFO - Epoch [19][880/940] lr: 5.927e-01, eta: 2 days, 17:14:21, time: 0.824, data_time: 0.004, memory: 9444, top1_acc: 0.2203, top5_acc: 0.4559, loss_cls: 3.7047, loss: 3.7047, grad_norm: 0.8949 2020-07-22 20:15:11,865 - mmaction - INFO - Epoch [19][900/940] lr: 5.927e-01, eta: 2 days, 17:12:46, time: 0.758, data_time: 0.003, memory: 9444, top1_acc: 0.2299, top5_acc: 0.4611, loss_cls: 3.6950, loss: 3.6950, grad_norm: 0.9040 2020-07-22 20:15:27,034 - mmaction - INFO - Epoch [19][920/940] lr: 5.927e-01, eta: 2 days, 17:11:11, time: 0.758, data_time: 0.003, memory: 9444, top1_acc: 0.2275, top5_acc: 0.4668, loss_cls: 3.7170, loss: 3.7170, grad_norm: 0.8867 2020-07-22 20:15:41,304 - mmaction - INFO - Epoch [19][940/940] lr: 5.927e-01, eta: 2 days, 17:09:26, time: 0.715, data_time: 0.005, memory: 9444, top1_acc: 0.2313, top5_acc: 0.4759, loss_cls: 3.6645, loss: 3.6645, grad_norm: 0.9038 2020-07-22 20:18:27,997 - mmaction - INFO - Epoch [20][20/940] lr: 5.919e-01, eta: 2 days, 17:37:47, time: 7.965, data_time: 6.917, memory: 9444, top1_acc: 0.2197, top5_acc: 0.4553, loss_cls: 3.7131, loss: 3.7131, grad_norm: 0.8857 2020-07-22 20:18:41,980 - mmaction - INFO - Epoch [20][40/940] lr: 5.919e-01, eta: 2 days, 17:35:56, time: 0.701, data_time: 0.059, memory: 9444, top1_acc: 0.2133, top5_acc: 0.4584, loss_cls: 3.7237, loss: 3.7237, grad_norm: 0.9047 2020-07-22 20:18:58,439 - mmaction - INFO - Epoch [20][60/940] lr: 5.919e-01, eta: 2 days, 17:34:36, time: 0.824, data_time: 0.036, memory: 9444, top1_acc: 0.2271, top5_acc: 0.4695, loss_cls: 3.6695, loss: 3.6695, grad_norm: 0.9063 2020-07-22 20:19:13,737 - mmaction - INFO - Epoch [20][80/940] lr: 5.919e-01, eta: 2 days, 17:33:02, time: 0.765, data_time: 0.004, memory: 9444, top1_acc: 0.2303, top5_acc: 0.4531, loss_cls: 3.7065, loss: 3.7065, grad_norm: 0.9042 2020-07-22 20:19:31,659 - mmaction - INFO - Epoch [20][100/940] lr: 5.919e-01, eta: 2 days, 17:32:00, time: 0.896, data_time: 0.002, memory: 9444, top1_acc: 0.2277, top5_acc: 0.4717, loss_cls: 3.6391, loss: 3.6391, grad_norm: 0.8971 2020-07-22 20:19:45,324 - mmaction - INFO - Epoch [20][120/940] lr: 5.919e-01, eta: 2 days, 17:30:06, time: 0.684, data_time: 0.003, memory: 9444, top1_acc: 0.2074, top5_acc: 0.4537, loss_cls: 3.7507, loss: 3.7507, grad_norm: 0.9049 2020-07-22 20:20:01,846 - mmaction - INFO - Epoch [20][140/940] lr: 5.919e-01, eta: 2 days, 17:28:47, time: 0.826, data_time: 0.004, memory: 9444, top1_acc: 0.2336, top5_acc: 0.4750, loss_cls: 3.6319, loss: 3.6319, grad_norm: 0.9060 2020-07-22 20:20:17,802 - mmaction - INFO - Epoch [20][160/940] lr: 5.919e-01, eta: 2 days, 17:27:21, time: 0.797, data_time: 0.004, memory: 9444, top1_acc: 0.2295, top5_acc: 0.4619, loss_cls: 3.6971, loss: 3.6971, grad_norm: 0.8912 2020-07-22 20:20:32,465 - mmaction - INFO - Epoch [20][180/940] lr: 5.919e-01, eta: 2 days, 17:25:40, time: 0.734, data_time: 0.005, memory: 9444, top1_acc: 0.2236, top5_acc: 0.4566, loss_cls: 3.6755, loss: 3.6755, grad_norm: 0.8998 2020-07-22 20:20:47,772 - mmaction - INFO - Epoch [20][200/940] lr: 5.919e-01, eta: 2 days, 17:24:06, time: 0.764, data_time: 0.003, memory: 9444, top1_acc: 0.2352, top5_acc: 0.4719, loss_cls: 3.6701, loss: 3.6701, grad_norm: 0.9242 2020-07-22 20:21:02,964 - mmaction - INFO - Epoch [20][220/940] lr: 5.919e-01, eta: 2 days, 17:22:32, time: 0.760, data_time: 0.004, memory: 9444, top1_acc: 0.2287, top5_acc: 0.4619, loss_cls: 3.6862, loss: 3.6862, grad_norm: 0.8959 2020-07-22 20:21:18,487 - mmaction - INFO - Epoch [20][240/940] lr: 5.919e-01, eta: 2 days, 17:21:01, time: 0.775, data_time: 0.003, memory: 9444, top1_acc: 0.2326, top5_acc: 0.4695, loss_cls: 3.6249, loss: 3.6249, grad_norm: 0.8954 2020-07-22 20:21:34,385 - mmaction - INFO - Epoch [20][260/940] lr: 5.919e-01, eta: 2 days, 17:19:35, time: 0.794, data_time: 0.005, memory: 9444, top1_acc: 0.2297, top5_acc: 0.4697, loss_cls: 3.6720, loss: 3.6720, grad_norm: 0.8996 2020-07-22 20:21:48,889 - mmaction - INFO - Epoch [20][280/940] lr: 5.919e-01, eta: 2 days, 17:17:53, time: 0.726, data_time: 0.005, memory: 9444, top1_acc: 0.2299, top5_acc: 0.4703, loss_cls: 3.6520, loss: 3.6520, grad_norm: 0.9122 2020-07-22 20:22:04,309 - mmaction - INFO - Epoch [20][300/940] lr: 5.919e-01, eta: 2 days, 17:16:22, time: 0.771, data_time: 0.004, memory: 9444, top1_acc: 0.2355, top5_acc: 0.4670, loss_cls: 3.6748, loss: 3.6748, grad_norm: 0.9063 2020-07-22 20:22:19,418 - mmaction - INFO - Epoch [20][320/940] lr: 5.919e-01, eta: 2 days, 17:14:48, time: 0.756, data_time: 0.005, memory: 9444, top1_acc: 0.2287, top5_acc: 0.4514, loss_cls: 3.6926, loss: 3.6926, grad_norm: 0.9010 2020-07-22 20:22:34,038 - mmaction - INFO - Epoch [20][340/940] lr: 5.919e-01, eta: 2 days, 17:13:07, time: 0.731, data_time: 0.004, memory: 9444, top1_acc: 0.2271, top5_acc: 0.4609, loss_cls: 3.6699, loss: 3.6699, grad_norm: 0.9007 2020-07-22 20:22:49,731 - mmaction - INFO - Epoch [20][360/940] lr: 5.919e-01, eta: 2 days, 17:11:40, time: 0.785, data_time: 0.005, memory: 9444, top1_acc: 0.2227, top5_acc: 0.4623, loss_cls: 3.6822, loss: 3.6822, grad_norm: 0.8994 2020-07-22 20:23:03,220 - mmaction - INFO - Epoch [20][380/940] lr: 5.919e-01, eta: 2 days, 17:09:46, time: 0.675, data_time: 0.002, memory: 9444, top1_acc: 0.2273, top5_acc: 0.4723, loss_cls: 3.6503, loss: 3.6503, grad_norm: 0.8974 2020-07-22 20:23:19,822 - mmaction - INFO - Epoch [20][400/940] lr: 5.919e-01, eta: 2 days, 17:08:29, time: 0.825, data_time: 0.003, memory: 9444, top1_acc: 0.2303, top5_acc: 0.4518, loss_cls: 3.6906, loss: 3.6906, grad_norm: 0.9276 2020-07-22 20:23:33,671 - mmaction - INFO - Epoch [20][420/940] lr: 5.919e-01, eta: 2 days, 17:06:41, time: 0.697, data_time: 0.011, memory: 9444, top1_acc: 0.2377, top5_acc: 0.4789, loss_cls: 3.5849, loss: 3.5849, grad_norm: 0.9038 2020-07-22 20:23:49,849 - mmaction - INFO - Epoch [20][440/940] lr: 5.919e-01, eta: 2 days, 17:05:20, time: 0.809, data_time: 0.004, memory: 9444, top1_acc: 0.2250, top5_acc: 0.4656, loss_cls: 3.6877, loss: 3.6877, grad_norm: 0.8949 2020-07-22 20:24:05,195 - mmaction - INFO - Epoch [20][460/940] lr: 5.919e-01, eta: 2 days, 17:03:50, time: 0.767, data_time: 0.006, memory: 9444, top1_acc: 0.2408, top5_acc: 0.4709, loss_cls: 3.6527, loss: 3.6527, grad_norm: 0.8985 2020-07-22 20:24:20,054 - mmaction - INFO - Epoch [20][480/940] lr: 5.919e-01, eta: 2 days, 17:02:13, time: 0.743, data_time: 0.003, memory: 9444, top1_acc: 0.2336, top5_acc: 0.4697, loss_cls: 3.6676, loss: 3.6676, grad_norm: 0.8980 2020-07-22 20:24:34,468 - mmaction - INFO - Epoch [20][500/940] lr: 5.919e-01, eta: 2 days, 17:00:31, time: 0.719, data_time: 0.004, memory: 9444, top1_acc: 0.2215, top5_acc: 0.4699, loss_cls: 3.6649, loss: 3.6649, grad_norm: 0.8978 2020-07-22 20:24:49,202 - mmaction - INFO - Epoch [20][520/940] lr: 5.919e-01, eta: 2 days, 16:58:54, time: 0.738, data_time: 0.004, memory: 9444, top1_acc: 0.2305, top5_acc: 0.4756, loss_cls: 3.6333, loss: 3.6333, grad_norm: 0.9124 2020-07-22 20:25:03,404 - mmaction - INFO - Epoch [20][540/940] lr: 5.919e-01, eta: 2 days, 16:57:10, time: 0.710, data_time: 0.005, memory: 9444, top1_acc: 0.2316, top5_acc: 0.4678, loss_cls: 3.6502, loss: 3.6502, grad_norm: 0.9004 2020-07-22 20:25:18,815 - mmaction - INFO - Epoch [20][560/940] lr: 5.919e-01, eta: 2 days, 16:55:41, time: 0.770, data_time: 0.005, memory: 9444, top1_acc: 0.2293, top5_acc: 0.4658, loss_cls: 3.6878, loss: 3.6878, grad_norm: 0.9175 2020-07-22 20:25:34,197 - mmaction - INFO - Epoch [20][580/940] lr: 5.919e-01, eta: 2 days, 16:54:12, time: 0.770, data_time: 0.006, memory: 9444, top1_acc: 0.2207, top5_acc: 0.4514, loss_cls: 3.7187, loss: 3.7187, grad_norm: 0.9012 2020-07-22 20:25:49,610 - mmaction - INFO - Epoch [20][600/940] lr: 5.919e-01, eta: 2 days, 16:52:43, time: 0.770, data_time: 0.003, memory: 9444, top1_acc: 0.2318, top5_acc: 0.4686, loss_cls: 3.6296, loss: 3.6296, grad_norm: 0.8889 2020-07-22 20:26:05,380 - mmaction - INFO - Epoch [20][620/940] lr: 5.919e-01, eta: 2 days, 16:51:19, time: 0.787, data_time: 0.005, memory: 9444, top1_acc: 0.2244, top5_acc: 0.4676, loss_cls: 3.6807, loss: 3.6807, grad_norm: 0.9067 2020-07-22 20:26:20,788 - mmaction - INFO - Epoch [20][640/940] lr: 5.919e-01, eta: 2 days, 16:49:51, time: 0.772, data_time: 0.010, memory: 9444, top1_acc: 0.2365, top5_acc: 0.4703, loss_cls: 3.6506, loss: 3.6506, grad_norm: 0.9058 2020-07-22 20:26:39,992 - mmaction - INFO - Epoch [20][660/940] lr: 5.919e-01, eta: 2 days, 16:49:08, time: 0.958, data_time: 0.006, memory: 9444, top1_acc: 0.2266, top5_acc: 0.4697, loss_cls: 3.6419, loss: 3.6419, grad_norm: 0.9039 2020-07-22 20:26:56,315 - mmaction - INFO - Epoch [20][680/940] lr: 5.919e-01, eta: 2 days, 16:47:51, time: 0.818, data_time: 0.005, memory: 9444, top1_acc: 0.2266, top5_acc: 0.4648, loss_cls: 3.6997, loss: 3.6997, grad_norm: 0.9257 2020-07-22 20:27:11,210 - mmaction - INFO - Epoch [20][700/940] lr: 5.919e-01, eta: 2 days, 16:46:17, time: 0.744, data_time: 0.002, memory: 9444, top1_acc: 0.2207, top5_acc: 0.4469, loss_cls: 3.7566, loss: 3.7566, grad_norm: 0.9012 2020-07-22 20:27:26,592 - mmaction - INFO - Epoch [20][720/940] lr: 5.919e-01, eta: 2 days, 16:44:49, time: 0.770, data_time: 0.011, memory: 9444, top1_acc: 0.2391, top5_acc: 0.4844, loss_cls: 3.5931, loss: 3.5931, grad_norm: 0.8963 2020-07-22 20:27:42,026 - mmaction - INFO - Epoch [20][740/940] lr: 5.919e-01, eta: 2 days, 16:43:21, time: 0.771, data_time: 0.004, memory: 9444, top1_acc: 0.2264, top5_acc: 0.4684, loss_cls: 3.6771, loss: 3.6771, grad_norm: 0.9035 2020-07-22 20:27:57,834 - mmaction - INFO - Epoch [20][760/940] lr: 5.919e-01, eta: 2 days, 16:41:58, time: 0.790, data_time: 0.005, memory: 9444, top1_acc: 0.2326, top5_acc: 0.4596, loss_cls: 3.7017, loss: 3.7017, grad_norm: 0.8975 2020-07-22 20:28:13,025 - mmaction - INFO - Epoch [20][780/940] lr: 5.919e-01, eta: 2 days, 16:40:29, time: 0.760, data_time: 0.004, memory: 9444, top1_acc: 0.2383, top5_acc: 0.4691, loss_cls: 3.6688, loss: 3.6688, grad_norm: 0.9055 2020-07-22 20:28:26,974 - mmaction - INFO - Epoch [20][800/940] lr: 5.919e-01, eta: 2 days, 16:38:44, time: 0.696, data_time: 0.004, memory: 9444, top1_acc: 0.2381, top5_acc: 0.4623, loss_cls: 3.6686, loss: 3.6686, grad_norm: 0.8786 2020-07-22 20:28:41,379 - mmaction - INFO - Epoch [20][820/940] lr: 5.919e-01, eta: 2 days, 16:37:05, time: 0.722, data_time: 0.004, memory: 9444, top1_acc: 0.2334, top5_acc: 0.4719, loss_cls: 3.6706, loss: 3.6706, grad_norm: 0.9208 2020-07-22 20:28:59,383 - mmaction - INFO - Epoch [20][840/940] lr: 5.919e-01, eta: 2 days, 16:36:09, time: 0.900, data_time: 0.004, memory: 9444, top1_acc: 0.2354, top5_acc: 0.4783, loss_cls: 3.6354, loss: 3.6354, grad_norm: 0.9132 2020-07-22 20:29:15,743 - mmaction - INFO - Epoch [20][860/940] lr: 5.919e-01, eta: 2 days, 16:34:54, time: 0.819, data_time: 0.004, memory: 9444, top1_acc: 0.2379, top5_acc: 0.4727, loss_cls: 3.6375, loss: 3.6375, grad_norm: 0.9143 2020-07-22 20:29:28,595 - mmaction - INFO - Epoch [20][880/940] lr: 5.919e-01, eta: 2 days, 16:32:57, time: 0.642, data_time: 0.002, memory: 9444, top1_acc: 0.2303, top5_acc: 0.4756, loss_cls: 3.6617, loss: 3.6617, grad_norm: 0.9354 2020-07-22 20:29:44,526 - mmaction - INFO - Epoch [20][900/940] lr: 5.919e-01, eta: 2 days, 16:31:36, time: 0.796, data_time: 0.003, memory: 9444, top1_acc: 0.2104, top5_acc: 0.4525, loss_cls: 3.7601, loss: 3.7601, grad_norm: 0.9010 2020-07-22 20:30:00,859 - mmaction - INFO - Epoch [20][920/940] lr: 5.919e-01, eta: 2 days, 16:30:21, time: 0.817, data_time: 0.003, memory: 9444, top1_acc: 0.2293, top5_acc: 0.4625, loss_cls: 3.6702, loss: 3.6702, grad_norm: 0.8890 2020-07-22 20:30:13,799 - mmaction - INFO - Epoch [20][940/940] lr: 5.919e-01, eta: 2 days, 16:28:26, time: 0.648, data_time: 0.003, memory: 9444, top1_acc: 0.2315, top5_acc: 0.4596, loss_cls: 3.6917, loss: 3.6917, grad_norm: 0.9121 2020-07-22 20:30:21,165 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-07-22 20:33:25,551 - mmaction - INFO - Epoch [21][20/940] lr: 5.910e-01, eta: 2 days, 17:00:04, time: 9.186, data_time: 7.080, memory: 9444, top1_acc: 0.2229, top5_acc: 0.4680, loss_cls: 3.6768, loss: 3.6768, grad_norm: 0.9007 2020-07-22 20:33:38,786 - mmaction - INFO - Epoch [21][40/940] lr: 5.910e-01, eta: 2 days, 16:58:11, time: 0.664, data_time: 0.005, memory: 9444, top1_acc: 0.2313, top5_acc: 0.4674, loss_cls: 3.6364, loss: 3.6364, grad_norm: 0.8995 2020-07-22 20:33:55,644 - mmaction - INFO - Epoch [21][60/940] lr: 5.910e-01, eta: 2 days, 16:57:00, time: 0.842, data_time: 0.004, memory: 9444, top1_acc: 0.2311, top5_acc: 0.4711, loss_cls: 3.6226, loss: 3.6226, grad_norm: 0.9102 2020-07-22 20:34:09,105 - mmaction - INFO - Epoch [21][80/940] lr: 5.910e-01, eta: 2 days, 16:55:09, time: 0.674, data_time: 0.005, memory: 9444, top1_acc: 0.2320, top5_acc: 0.4691, loss_cls: 3.6235, loss: 3.6235, grad_norm: 0.9144 2020-07-22 20:34:24,715 - mmaction - INFO - Epoch [21][100/940] lr: 5.910e-01, eta: 2 days, 16:53:44, time: 0.781, data_time: 0.003, memory: 9444, top1_acc: 0.2332, top5_acc: 0.4701, loss_cls: 3.6563, loss: 3.6563, grad_norm: 0.8911 2020-07-22 20:34:41,811 - mmaction - INFO - Epoch [21][120/940] lr: 5.910e-01, eta: 2 days, 16:52:36, time: 0.854, data_time: 0.005, memory: 9444, top1_acc: 0.2287, top5_acc: 0.4748, loss_cls: 3.6501, loss: 3.6501, grad_norm: 0.8930 2020-07-22 20:34:55,701 - mmaction - INFO - Epoch [21][140/940] lr: 5.910e-01, eta: 2 days, 16:50:51, time: 0.694, data_time: 0.003, memory: 9444, top1_acc: 0.2369, top5_acc: 0.4725, loss_cls: 3.6193, loss: 3.6193, grad_norm: 0.9040 2020-07-22 20:35:11,192 - mmaction - INFO - Epoch [21][160/940] lr: 5.910e-01, eta: 2 days, 16:49:25, time: 0.773, data_time: 0.002, memory: 9444, top1_acc: 0.2363, top5_acc: 0.4803, loss_cls: 3.6349, loss: 3.6349, grad_norm: 0.9028 2020-07-22 20:35:27,533 - mmaction - INFO - Epoch [21][180/940] lr: 5.910e-01, eta: 2 days, 16:48:09, time: 0.820, data_time: 0.006, memory: 9444, top1_acc: 0.2330, top5_acc: 0.4754, loss_cls: 3.6308, loss: 3.6308, grad_norm: 0.9164 2020-07-22 20:35:42,742 - mmaction - INFO - Epoch [21][200/940] lr: 5.910e-01, eta: 2 days, 16:46:40, time: 0.759, data_time: 0.001, memory: 9444, top1_acc: 0.2320, top5_acc: 0.4652, loss_cls: 3.6699, loss: 3.6699, grad_norm: 0.9210 2020-07-22 20:35:57,802 - mmaction - INFO - Epoch [21][220/940] lr: 5.910e-01, eta: 2 days, 16:45:09, time: 0.754, data_time: 0.004, memory: 9444, top1_acc: 0.2211, top5_acc: 0.4680, loss_cls: 3.6807, loss: 3.6807, grad_norm: 0.9003 2020-07-22 20:36:13,531 - mmaction - INFO - Epoch [21][240/940] lr: 5.910e-01, eta: 2 days, 16:43:46, time: 0.786, data_time: 0.004, memory: 9444, top1_acc: 0.2375, top5_acc: 0.4637, loss_cls: 3.6762, loss: 3.6762, grad_norm: 0.9059 2020-07-22 20:36:28,969 - mmaction - INFO - Epoch [21][260/940] lr: 5.910e-01, eta: 2 days, 16:42:20, time: 0.773, data_time: 0.004, memory: 9444, top1_acc: 0.2385, top5_acc: 0.4830, loss_cls: 3.6057, loss: 3.6057, grad_norm: 0.9025 2020-07-22 20:36:43,673 - mmaction - INFO - Epoch [21][280/940] lr: 5.910e-01, eta: 2 days, 16:40:46, time: 0.734, data_time: 0.004, memory: 9444, top1_acc: 0.2307, top5_acc: 0.4676, loss_cls: 3.6443, loss: 3.6443, grad_norm: 0.9212 2020-07-22 20:36:59,094 - mmaction - INFO - Epoch [21][300/940] lr: 5.910e-01, eta: 2 days, 16:39:20, time: 0.772, data_time: 0.005, memory: 9444, top1_acc: 0.2342, top5_acc: 0.4836, loss_cls: 3.6173, loss: 3.6173, grad_norm: 0.9139 2020-07-22 20:37:12,936 - mmaction - INFO - Epoch [21][320/940] lr: 5.910e-01, eta: 2 days, 16:37:36, time: 0.692, data_time: 0.003, memory: 9444, top1_acc: 0.2236, top5_acc: 0.4570, loss_cls: 3.7185, loss: 3.7185, grad_norm: 0.8953 2020-07-22 20:37:28,559 - mmaction - INFO - Epoch [21][340/940] lr: 5.910e-01, eta: 2 days, 16:36:12, time: 0.780, data_time: 0.003, memory: 9444, top1_acc: 0.2234, top5_acc: 0.4619, loss_cls: 3.6799, loss: 3.6799, grad_norm: 0.9031 2020-07-22 20:37:41,422 - mmaction - INFO - Epoch [21][360/940] lr: 5.910e-01, eta: 2 days, 16:34:17, time: 0.644, data_time: 0.003, memory: 9444, top1_acc: 0.2271, top5_acc: 0.4582, loss_cls: 3.6763, loss: 3.6763, grad_norm: 0.9163 2020-07-22 20:37:59,085 - mmaction - INFO - Epoch [21][380/940] lr: 5.910e-01, eta: 2 days, 16:33:18, time: 0.882, data_time: 0.003, memory: 9444, top1_acc: 0.2268, top5_acc: 0.4619, loss_cls: 3.6720, loss: 3.6720, grad_norm: 0.9236 2020-07-22 20:38:13,926 - mmaction - INFO - Epoch [21][400/940] lr: 5.910e-01, eta: 2 days, 16:31:46, time: 0.742, data_time: 0.004, memory: 9444, top1_acc: 0.2303, top5_acc: 0.4768, loss_cls: 3.6334, loss: 3.6334, grad_norm: 0.9031 2020-07-22 20:38:28,621 - mmaction - INFO - Epoch [21][420/940] lr: 5.910e-01, eta: 2 days, 16:30:13, time: 0.736, data_time: 0.006, memory: 9444, top1_acc: 0.2365, top5_acc: 0.4758, loss_cls: 3.6415, loss: 3.6415, grad_norm: 0.9286 2020-07-22 20:38:42,848 - mmaction - INFO - Epoch [21][440/940] lr: 5.910e-01, eta: 2 days, 16:28:34, time: 0.709, data_time: 0.003, memory: 9444, top1_acc: 0.2174, top5_acc: 0.4695, loss_cls: 3.6692, loss: 3.6692, grad_norm: 0.9059 2020-07-22 20:38:59,150 - mmaction - INFO - Epoch [21][460/940] lr: 5.910e-01, eta: 2 days, 16:27:19, time: 0.817, data_time: 0.008, memory: 9444, top1_acc: 0.2283, top5_acc: 0.4684, loss_cls: 3.6686, loss: 3.6686, grad_norm: 0.9105 2020-07-22 20:39:13,698 - mmaction - INFO - Epoch [21][480/940] lr: 5.910e-01, eta: 2 days, 16:25:45, time: 0.727, data_time: 0.002, memory: 9444, top1_acc: 0.2279, top5_acc: 0.4666, loss_cls: 3.6786, loss: 3.6786, grad_norm: 0.9239 2020-07-22 20:39:29,665 - mmaction - INFO - Epoch [21][500/940] lr: 5.910e-01, eta: 2 days, 16:24:27, time: 0.799, data_time: 0.004, memory: 9444, top1_acc: 0.2244, top5_acc: 0.4604, loss_cls: 3.7053, loss: 3.7053, grad_norm: 0.8883 2020-07-22 20:39:46,578 - mmaction - INFO - Epoch [21][520/940] lr: 5.910e-01, eta: 2 days, 16:23:19, time: 0.845, data_time: 0.013, memory: 9444, top1_acc: 0.2357, top5_acc: 0.4709, loss_cls: 3.6444, loss: 3.6444, grad_norm: 0.9169 2020-07-22 20:40:00,490 - mmaction - INFO - Epoch [21][540/940] lr: 5.910e-01, eta: 2 days, 16:21:38, time: 0.696, data_time: 0.004, memory: 9444, top1_acc: 0.2381, top5_acc: 0.4697, loss_cls: 3.6545, loss: 3.6545, grad_norm: 0.9010 2020-07-22 20:40:15,712 - mmaction - INFO - Epoch [21][560/940] lr: 5.910e-01, eta: 2 days, 16:20:12, time: 0.761, data_time: 0.004, memory: 9444, top1_acc: 0.2281, top5_acc: 0.4729, loss_cls: 3.6363, loss: 3.6363, grad_norm: 0.9048 2020-07-22 20:40:30,124 - mmaction - INFO - Epoch [21][580/940] lr: 5.910e-01, eta: 2 days, 16:18:36, time: 0.720, data_time: 0.003, memory: 9444, top1_acc: 0.2363, top5_acc: 0.4674, loss_cls: 3.6680, loss: 3.6680, grad_norm: 0.9103 2020-07-22 20:40:45,768 - mmaction - INFO - Epoch [21][600/940] lr: 5.910e-01, eta: 2 days, 16:17:15, time: 0.783, data_time: 0.004, memory: 9444, top1_acc: 0.2326, top5_acc: 0.4705, loss_cls: 3.6475, loss: 3.6475, grad_norm: 0.9211 2020-07-22 20:40:58,624 - mmaction - INFO - Epoch [21][620/940] lr: 5.910e-01, eta: 2 days, 16:15:22, time: 0.643, data_time: 0.003, memory: 9444, top1_acc: 0.2240, top5_acc: 0.4746, loss_cls: 3.6484, loss: 3.6484, grad_norm: 0.9097 2020-07-22 20:41:15,411 - mmaction - INFO - Epoch [21][640/940] lr: 5.910e-01, eta: 2 days, 16:14:14, time: 0.839, data_time: 0.003, memory: 9444, top1_acc: 0.2297, top5_acc: 0.4656, loss_cls: 3.6834, loss: 3.6834, grad_norm: 0.9062 2020-07-22 20:41:29,953 - mmaction - INFO - Epoch [21][660/940] lr: 5.910e-01, eta: 2 days, 16:12:41, time: 0.727, data_time: 0.004, memory: 9444, top1_acc: 0.2236, top5_acc: 0.4727, loss_cls: 3.6719, loss: 3.6719, grad_norm: 0.9132 2020-07-22 20:41:46,429 - mmaction - INFO - Epoch [21][680/940] lr: 5.910e-01, eta: 2 days, 16:11:25, time: 0.801, data_time: 0.004, memory: 9444, top1_acc: 0.2318, top5_acc: 0.4615, loss_cls: 3.6666, loss: 3.6666, grad_norm: 0.8959 2020-07-22 20:42:01,586 - mmaction - INFO - Epoch [21][700/940] lr: 5.910e-01, eta: 2 days, 16:10:04, time: 0.780, data_time: 0.026, memory: 9444, top1_acc: 0.2311, top5_acc: 0.4703, loss_cls: 3.6564, loss: 3.6564, grad_norm: 0.8902 2020-07-22 20:42:16,728 - mmaction - INFO - Epoch [21][720/940] lr: 5.910e-01, eta: 2 days, 16:08:38, time: 0.757, data_time: 0.004, memory: 9444, top1_acc: 0.2244, top5_acc: 0.4668, loss_cls: 3.6607, loss: 3.6607, grad_norm: 0.9128 2020-07-22 20:42:30,445 - mmaction - INFO - Epoch [21][740/940] lr: 5.910e-01, eta: 2 days, 16:06:56, time: 0.686, data_time: 0.004, memory: 9444, top1_acc: 0.2434, top5_acc: 0.4752, loss_cls: 3.6259, loss: 3.6259, grad_norm: 0.8982 2020-07-22 20:42:46,095 - mmaction - INFO - Epoch [21][760/940] lr: 5.910e-01, eta: 2 days, 16:05:36, time: 0.782, data_time: 0.003, memory: 9444, top1_acc: 0.2217, top5_acc: 0.4621, loss_cls: 3.6906, loss: 3.6906, grad_norm: 0.9276 2020-07-22 20:42:59,935 - mmaction - INFO - Epoch [21][780/940] lr: 5.910e-01, eta: 2 days, 16:03:56, time: 0.693, data_time: 0.005, memory: 9444, top1_acc: 0.2219, top5_acc: 0.4574, loss_cls: 3.7122, loss: 3.7122, grad_norm: 0.9041 2020-07-22 20:43:14,976 - mmaction - INFO - Epoch [21][800/940] lr: 5.910e-01, eta: 2 days, 16:02:29, time: 0.752, data_time: 0.003, memory: 9444, top1_acc: 0.2334, top5_acc: 0.4582, loss_cls: 3.6795, loss: 3.6795, grad_norm: 0.9000 2020-07-22 20:43:30,320 - mmaction - INFO - Epoch [21][820/940] lr: 5.910e-01, eta: 2 days, 16:01:06, time: 0.767, data_time: 0.005, memory: 9444, top1_acc: 0.2332, top5_acc: 0.4592, loss_cls: 3.6927, loss: 3.6927, grad_norm: 0.8950 2020-07-22 20:43:46,699 - mmaction - INFO - Epoch [21][840/940] lr: 5.910e-01, eta: 2 days, 15:59:55, time: 0.819, data_time: 0.005, memory: 9444, top1_acc: 0.2432, top5_acc: 0.4811, loss_cls: 3.5987, loss: 3.5987, grad_norm: 0.9127 2020-07-22 20:44:00,223 - mmaction - INFO - Epoch [21][860/940] lr: 5.910e-01, eta: 2 days, 15:58:12, time: 0.677, data_time: 0.003, memory: 9444, top1_acc: 0.2305, top5_acc: 0.4664, loss_cls: 3.6477, loss: 3.6477, grad_norm: 0.9183 2020-07-22 20:44:16,022 - mmaction - INFO - Epoch [21][880/940] lr: 5.910e-01, eta: 2 days, 15:56:54, time: 0.788, data_time: 0.002, memory: 9444, top1_acc: 0.2207, top5_acc: 0.4584, loss_cls: 3.6941, loss: 3.6941, grad_norm: 0.8991 2020-07-22 20:44:31,084 - mmaction - INFO - Epoch [21][900/940] lr: 5.910e-01, eta: 2 days, 15:55:29, time: 0.754, data_time: 0.004, memory: 9444, top1_acc: 0.2330, top5_acc: 0.4693, loss_cls: 3.6858, loss: 3.6858, grad_norm: 0.9085 2020-07-22 20:44:45,815 - mmaction - INFO - Epoch [21][920/940] lr: 5.910e-01, eta: 2 days, 15:53:59, time: 0.735, data_time: 0.003, memory: 9444, top1_acc: 0.2303, top5_acc: 0.4682, loss_cls: 3.6460, loss: 3.6460, grad_norm: 0.9115 2020-07-22 20:44:58,609 - mmaction - INFO - Epoch [21][940/940] lr: 5.910e-01, eta: 2 days, 15:52:09, time: 0.642, data_time: 0.005, memory: 9444, top1_acc: 0.2346, top5_acc: 0.4671, loss_cls: 3.6896, loss: 3.6896, grad_norm: 0.9236 2020-07-22 20:47:39,014 - mmaction - INFO - Epoch [22][20/940] lr: 5.901e-01, eta: 2 days, 16:16:43, time: 7.730, data_time: 5.832, memory: 9444, top1_acc: 0.2396, top5_acc: 0.4760, loss_cls: 3.6338, loss: 3.6338, grad_norm: 0.8904 2020-07-22 20:47:51,772 - mmaction - INFO - Epoch [22][40/940] lr: 5.901e-01, eta: 2 days, 16:14:52, time: 0.640, data_time: 0.005, memory: 9444, top1_acc: 0.2342, top5_acc: 0.4738, loss_cls: 3.6461, loss: 3.6461, grad_norm: 0.9088 2020-07-22 20:48:07,842 - mmaction - INFO - Epoch [22][60/940] lr: 5.901e-01, eta: 2 days, 16:13:36, time: 0.803, data_time: 0.004, memory: 9444, top1_acc: 0.2385, top5_acc: 0.4883, loss_cls: 3.5843, loss: 3.5843, grad_norm: 0.9014 2020-07-22 20:48:23,308 - mmaction - INFO - Epoch [22][80/940] lr: 5.901e-01, eta: 2 days, 16:12:14, time: 0.773, data_time: 0.004, memory: 9444, top1_acc: 0.2289, top5_acc: 0.4648, loss_cls: 3.6551, loss: 3.6551, grad_norm: 0.9228 2020-07-22 20:48:40,322 - mmaction - INFO - Epoch [22][100/940] lr: 5.901e-01, eta: 2 days, 16:11:08, time: 0.846, data_time: 0.004, memory: 9444, top1_acc: 0.2236, top5_acc: 0.4713, loss_cls: 3.6493, loss: 3.6493, grad_norm: 0.9019 2020-07-22 20:48:57,164 - mmaction - INFO - Epoch [22][120/940] lr: 5.901e-01, eta: 2 days, 16:10:04, time: 0.848, data_time: 0.012, memory: 9444, top1_acc: 0.2299, top5_acc: 0.4645, loss_cls: 3.6580, loss: 3.6580, grad_norm: 0.9056 2020-07-22 20:49:11,558 - mmaction - INFO - Epoch [22][140/940] lr: 5.901e-01, eta: 2 days, 16:08:30, time: 0.718, data_time: 0.003, memory: 9444, top1_acc: 0.2250, top5_acc: 0.4588, loss_cls: 3.6955, loss: 3.6955, grad_norm: 0.9027 2020-07-22 20:49:27,668 - mmaction - INFO - Epoch [22][160/940] lr: 5.901e-01, eta: 2 days, 16:07:15, time: 0.806, data_time: 0.005, memory: 9444, top1_acc: 0.2381, top5_acc: 0.4822, loss_cls: 3.6438, loss: 3.6438, grad_norm: 0.9133 2020-07-22 20:49:42,957 - mmaction - INFO - Epoch [22][180/940] lr: 5.901e-01, eta: 2 days, 16:05:52, time: 0.765, data_time: 0.004, memory: 9444, top1_acc: 0.2346, top5_acc: 0.4752, loss_cls: 3.6351, loss: 3.6351, grad_norm: 0.9188 2020-07-22 20:49:57,353 - mmaction - INFO - Epoch [22][200/940] lr: 5.901e-01, eta: 2 days, 16:04:19, time: 0.719, data_time: 0.002, memory: 9444, top1_acc: 0.2432, top5_acc: 0.4799, loss_cls: 3.5895, loss: 3.5895, grad_norm: 0.9049 2020-07-22 20:50:14,072 - mmaction - INFO - Epoch [22][220/940] lr: 5.901e-01, eta: 2 days, 16:03:12, time: 0.837, data_time: 0.005, memory: 9444, top1_acc: 0.2307, top5_acc: 0.4686, loss_cls: 3.6550, loss: 3.6550, grad_norm: 0.9350 2020-07-22 20:50:29,101 - mmaction - INFO - Epoch [22][240/940] lr: 5.901e-01, eta: 2 days, 16:01:47, time: 0.753, data_time: 0.004, memory: 9444, top1_acc: 0.2281, top5_acc: 0.4723, loss_cls: 3.6161, loss: 3.6161, grad_norm: 0.9111 2020-07-22 20:50:44,198 - mmaction - INFO - Epoch [22][260/940] lr: 5.901e-01, eta: 2 days, 16:00:21, time: 0.753, data_time: 0.002, memory: 9444, top1_acc: 0.2387, top5_acc: 0.4734, loss_cls: 3.6082, loss: 3.6082, grad_norm: 0.9189 2020-07-22 20:50:59,217 - mmaction - INFO - Epoch [22][280/940] lr: 5.901e-01, eta: 2 days, 15:58:56, time: 0.751, data_time: 0.004, memory: 9444, top1_acc: 0.2240, top5_acc: 0.4629, loss_cls: 3.7001, loss: 3.7001, grad_norm: 0.9175 2020-07-22 20:51:15,695 - mmaction - INFO - Epoch [22][300/940] lr: 5.901e-01, eta: 2 days, 15:57:47, time: 0.824, data_time: 0.004, memory: 9444, top1_acc: 0.2328, top5_acc: 0.4822, loss_cls: 3.6177, loss: 3.6177, grad_norm: 0.9136 2020-07-22 20:51:31,923 - mmaction - INFO - Epoch [22][320/940] lr: 5.901e-01, eta: 2 days, 15:56:35, time: 0.811, data_time: 0.003, memory: 9444, top1_acc: 0.2279, top5_acc: 0.4674, loss_cls: 3.6603, loss: 3.6603, grad_norm: 0.9142 2020-07-22 20:51:45,472 - mmaction - INFO - Epoch [22][340/940] lr: 5.901e-01, eta: 2 days, 15:54:53, time: 0.674, data_time: 0.003, memory: 9444, top1_acc: 0.2246, top5_acc: 0.4752, loss_cls: 3.6554, loss: 3.6554, grad_norm: 0.9210 2020-07-22 20:52:00,606 - mmaction - INFO - Epoch [22][360/940] lr: 5.901e-01, eta: 2 days, 15:53:30, time: 0.760, data_time: 0.007, memory: 9444, top1_acc: 0.2340, top5_acc: 0.4734, loss_cls: 3.6352, loss: 3.6352, grad_norm: 0.9227 2020-07-22 20:52:16,611 - mmaction - INFO - Epoch [22][380/940] lr: 5.901e-01, eta: 2 days, 15:52:16, time: 0.800, data_time: 0.002, memory: 9444, top1_acc: 0.2281, top5_acc: 0.4648, loss_cls: 3.6604, loss: 3.6604, grad_norm: 0.9212 2020-07-22 20:52:31,375 - mmaction - INFO - Epoch [22][400/940] lr: 5.901e-01, eta: 2 days, 15:50:48, time: 0.739, data_time: 0.003, memory: 9444, top1_acc: 0.2283, top5_acc: 0.4617, loss_cls: 3.6682, loss: 3.6682, grad_norm: 0.8953 2020-07-22 20:52:46,619 - mmaction - INFO - Epoch [22][420/940] lr: 5.901e-01, eta: 2 days, 15:49:25, time: 0.759, data_time: 0.003, memory: 9444, top1_acc: 0.2271, top5_acc: 0.4729, loss_cls: 3.6656, loss: 3.6656, grad_norm: 0.9011 2020-07-22 20:53:02,267 - mmaction - INFO - Epoch [22][440/940] lr: 5.901e-01, eta: 2 days, 15:48:08, time: 0.786, data_time: 0.006, memory: 9444, top1_acc: 0.2291, top5_acc: 0.4738, loss_cls: 3.6572, loss: 3.6572, grad_norm: 0.9345 2020-07-22 20:53:18,060 - mmaction - INFO - Epoch [22][460/940] lr: 5.901e-01, eta: 2 days, 15:46:52, time: 0.789, data_time: 0.003, memory: 9444, top1_acc: 0.2301, top5_acc: 0.4699, loss_cls: 3.6686, loss: 3.6686, grad_norm: 0.9116 2020-07-22 20:53:33,014 - mmaction - INFO - Epoch [22][480/940] lr: 5.901e-01, eta: 2 days, 15:45:27, time: 0.748, data_time: 0.003, memory: 9444, top1_acc: 0.2396, top5_acc: 0.4658, loss_cls: 3.6604, loss: 3.6604, grad_norm: 0.9096 2020-07-22 20:53:48,971 - mmaction - INFO - Epoch [22][500/940] lr: 5.901e-01, eta: 2 days, 15:44:14, time: 0.798, data_time: 0.003, memory: 9444, top1_acc: 0.2275, top5_acc: 0.4664, loss_cls: 3.6852, loss: 3.6852, grad_norm: 0.9153 2020-07-22 20:54:04,539 - mmaction - INFO - Epoch [22][520/940] lr: 5.901e-01, eta: 2 days, 15:42:56, time: 0.779, data_time: 0.005, memory: 9444, top1_acc: 0.2338, top5_acc: 0.4656, loss_cls: 3.6341, loss: 3.6341, grad_norm: 0.9150 2020-07-22 20:54:20,549 - mmaction - INFO - Epoch [22][540/940] lr: 5.901e-01, eta: 2 days, 15:41:43, time: 0.799, data_time: 0.003, memory: 9444, top1_acc: 0.2375, top5_acc: 0.4734, loss_cls: 3.6115, loss: 3.6115, grad_norm: 0.9199 2020-07-22 20:54:35,367 - mmaction - INFO - Epoch [22][560/940] lr: 5.901e-01, eta: 2 days, 15:40:17, time: 0.740, data_time: 0.006, memory: 9444, top1_acc: 0.2307, top5_acc: 0.4670, loss_cls: 3.6566, loss: 3.6566, grad_norm: 0.9147 2020-07-22 20:54:51,243 - mmaction - INFO - Epoch [22][580/940] lr: 5.901e-01, eta: 2 days, 15:39:02, time: 0.794, data_time: 0.003, memory: 9444, top1_acc: 0.2414, top5_acc: 0.4816, loss_cls: 3.6106, loss: 3.6106, grad_norm: 0.9048 2020-07-22 20:55:06,119 - mmaction - INFO - Epoch [22][600/940] lr: 5.901e-01, eta: 2 days, 15:37:38, time: 0.744, data_time: 0.004, memory: 9444, top1_acc: 0.2291, top5_acc: 0.4693, loss_cls: 3.6536, loss: 3.6536, grad_norm: 0.9312 2020-07-22 20:55:21,056 - mmaction - INFO - Epoch [22][620/940] lr: 5.901e-01, eta: 2 days, 15:36:13, time: 0.747, data_time: 0.002, memory: 9444, top1_acc: 0.2314, top5_acc: 0.4730, loss_cls: 3.6506, loss: 3.6506, grad_norm: 0.9175 2020-07-22 20:55:36,120 - mmaction - INFO - Epoch [22][640/940] lr: 5.901e-01, eta: 2 days, 15:34:51, time: 0.753, data_time: 0.005, memory: 9444, top1_acc: 0.2258, top5_acc: 0.4656, loss_cls: 3.6857, loss: 3.6857, grad_norm: 0.9085 2020-07-22 20:55:50,485 - mmaction - INFO - Epoch [22][660/940] lr: 5.901e-01, eta: 2 days, 15:33:21, time: 0.719, data_time: 0.002, memory: 9444, top1_acc: 0.2232, top5_acc: 0.4559, loss_cls: 3.7002, loss: 3.7002, grad_norm: 0.8879 2020-07-22 20:56:06,247 - mmaction - INFO - Epoch [22][680/940] lr: 5.901e-01, eta: 2 days, 15:32:06, time: 0.787, data_time: 0.003, memory: 9444, top1_acc: 0.2291, top5_acc: 0.4561, loss_cls: 3.6818, loss: 3.6818, grad_norm: 0.9103 2020-07-22 20:56:23,115 - mmaction - INFO - Epoch [22][700/940] lr: 5.901e-01, eta: 2 days, 15:31:03, time: 0.844, data_time: 0.004, memory: 9444, top1_acc: 0.2328, top5_acc: 0.4645, loss_cls: 3.6539, loss: 3.6539, grad_norm: 0.9371 2020-07-22 20:56:37,981 - mmaction - INFO - Epoch [22][720/940] lr: 5.901e-01, eta: 2 days, 15:29:38, time: 0.742, data_time: 0.003, memory: 9444, top1_acc: 0.2328, top5_acc: 0.4656, loss_cls: 3.6697, loss: 3.6697, grad_norm: 0.8963 2020-07-22 20:56:52,873 - mmaction - INFO - Epoch [22][740/940] lr: 5.901e-01, eta: 2 days, 15:28:15, time: 0.746, data_time: 0.005, memory: 9444, top1_acc: 0.2299, top5_acc: 0.4602, loss_cls: 3.6633, loss: 3.6633, grad_norm: 0.8950 2020-07-22 20:57:09,535 - mmaction - INFO - Epoch [22][760/940] lr: 5.901e-01, eta: 2 days, 15:27:10, time: 0.832, data_time: 0.002, memory: 9444, top1_acc: 0.2363, top5_acc: 0.4768, loss_cls: 3.6185, loss: 3.6185, grad_norm: 0.9157 2020-07-22 20:57:23,389 - mmaction - INFO - Epoch [22][780/940] lr: 5.901e-01, eta: 2 days, 15:25:35, time: 0.693, data_time: 0.005, memory: 9444, top1_acc: 0.2383, top5_acc: 0.4801, loss_cls: 3.6335, loss: 3.6335, grad_norm: 0.9037 2020-07-22 20:57:39,018 - mmaction - INFO - Epoch [22][800/940] lr: 5.901e-01, eta: 2 days, 15:24:20, time: 0.781, data_time: 0.002, memory: 9444, top1_acc: 0.2336, top5_acc: 0.4748, loss_cls: 3.6043, loss: 3.6043, grad_norm: 0.9139 2020-07-22 20:57:55,001 - mmaction - INFO - Epoch [22][820/940] lr: 5.901e-01, eta: 2 days, 15:23:08, time: 0.800, data_time: 0.005, memory: 9444, top1_acc: 0.2293, top5_acc: 0.4707, loss_cls: 3.6529, loss: 3.6529, grad_norm: 0.9099 2020-07-22 20:58:08,527 - mmaction - INFO - Epoch [22][840/940] lr: 5.901e-01, eta: 2 days, 15:21:30, time: 0.676, data_time: 0.003, memory: 9444, top1_acc: 0.2402, top5_acc: 0.4811, loss_cls: 3.6157, loss: 3.6157, grad_norm: 0.9036 2020-07-22 20:58:23,838 - mmaction - INFO - Epoch [22][860/940] lr: 5.901e-01, eta: 2 days, 15:20:11, time: 0.766, data_time: 0.003, memory: 9444, top1_acc: 0.2369, top5_acc: 0.4793, loss_cls: 3.6112, loss: 3.6112, grad_norm: 0.9055 2020-07-22 20:58:40,402 - mmaction - INFO - Epoch [22][880/940] lr: 5.901e-01, eta: 2 days, 15:19:06, time: 0.829, data_time: 0.004, memory: 9444, top1_acc: 0.2197, top5_acc: 0.4719, loss_cls: 3.6457, loss: 3.6457, grad_norm: 0.9269 2020-07-22 20:58:56,270 - mmaction - INFO - Epoch [22][900/940] lr: 5.901e-01, eta: 2 days, 15:17:54, time: 0.792, data_time: 0.003, memory: 9444, top1_acc: 0.2326, top5_acc: 0.4715, loss_cls: 3.6237, loss: 3.6237, grad_norm: 0.9106 2020-07-22 20:59:12,224 - mmaction - INFO - Epoch [22][920/940] lr: 5.901e-01, eta: 2 days, 15:16:42, time: 0.798, data_time: 0.004, memory: 9444, top1_acc: 0.2293, top5_acc: 0.4779, loss_cls: 3.6525, loss: 3.6525, grad_norm: 0.9101 2020-07-22 20:59:25,874 - mmaction - INFO - Epoch [22][940/940] lr: 5.901e-01, eta: 2 days, 15:15:07, time: 0.683, data_time: 0.004, memory: 9444, top1_acc: 0.2244, top5_acc: 0.4637, loss_cls: 3.6707, loss: 3.6707, grad_norm: 0.9045 2020-07-22 21:02:42,859 - mmaction - INFO - Epoch [23][20/940] lr: 5.891e-01, eta: 2 days, 15:44:31, time: 9.436, data_time: 8.451, memory: 9444, top1_acc: 0.2381, top5_acc: 0.4813, loss_cls: 3.6281, loss: 3.6281, grad_norm: 0.9332 2020-07-22 21:02:57,609 - mmaction - INFO - Epoch [23][40/940] lr: 5.891e-01, eta: 2 days, 15:43:06, time: 0.741, data_time: 0.007, memory: 9444, top1_acc: 0.2311, top5_acc: 0.4627, loss_cls: 3.6348, loss: 3.6348, grad_norm: 0.9008 2020-07-22 21:03:12,908 - mmaction - INFO - Epoch [23][60/940] lr: 5.891e-01, eta: 2 days, 15:41:47, time: 0.766, data_time: 0.003, memory: 9444, top1_acc: 0.2377, top5_acc: 0.4826, loss_cls: 3.6225, loss: 3.6225, grad_norm: 0.9272 2020-07-22 21:03:27,626 - mmaction - INFO - Epoch [23][80/940] lr: 5.891e-01, eta: 2 days, 15:40:20, time: 0.734, data_time: 0.002, memory: 9444, top1_acc: 0.2391, top5_acc: 0.4799, loss_cls: 3.5912, loss: 3.5912, grad_norm: 0.9395 2020-07-22 21:03:43,185 - mmaction - INFO - Epoch [23][100/940] lr: 5.891e-01, eta: 2 days, 15:39:03, time: 0.777, data_time: 0.004, memory: 9444, top1_acc: 0.2326, top5_acc: 0.4818, loss_cls: 3.5971, loss: 3.5971, grad_norm: 0.9279 2020-07-22 21:03:57,707 - mmaction - INFO - Epoch [23][120/940] lr: 5.891e-01, eta: 2 days, 15:37:36, time: 0.728, data_time: 0.004, memory: 9444, top1_acc: 0.2344, top5_acc: 0.4693, loss_cls: 3.6458, loss: 3.6458, grad_norm: 0.9293 2020-07-22 21:04:13,352 - mmaction - INFO - Epoch [23][140/940] lr: 5.891e-01, eta: 2 days, 15:36:20, time: 0.781, data_time: 0.002, memory: 9444, top1_acc: 0.2357, top5_acc: 0.4830, loss_cls: 3.6136, loss: 3.6136, grad_norm: 0.9061 2020-07-22 21:04:26,931 - mmaction - INFO - Epoch [23][160/940] lr: 5.891e-01, eta: 2 days, 15:34:43, time: 0.677, data_time: 0.004, memory: 9444, top1_acc: 0.2389, top5_acc: 0.4811, loss_cls: 3.6175, loss: 3.6175, grad_norm: 0.9170 2020-07-22 21:04:42,017 - mmaction - INFO - Epoch [23][180/940] lr: 5.891e-01, eta: 2 days, 15:33:22, time: 0.757, data_time: 0.006, memory: 9444, top1_acc: 0.2385, top5_acc: 0.4715, loss_cls: 3.6057, loss: 3.6057, grad_norm: 0.9272 2020-07-22 21:04:56,617 - mmaction - INFO - Epoch [23][200/940] lr: 5.891e-01, eta: 2 days, 15:31:55, time: 0.730, data_time: 0.002, memory: 9444, top1_acc: 0.2322, top5_acc: 0.4736, loss_cls: 3.6161, loss: 3.6161, grad_norm: 0.9466 2020-07-22 21:05:23,277 - mmaction - INFO - Epoch [23][220/940] lr: 5.891e-01, eta: 2 days, 15:32:35, time: 1.326, data_time: 0.004, memory: 9444, top1_acc: 0.2398, top5_acc: 0.4689, loss_cls: 3.6575, loss: 3.6575, grad_norm: 0.8936 2020-07-22 21:05:40,360 - mmaction - INFO - Epoch [23][240/940] lr: 5.891e-01, eta: 2 days, 15:31:36, time: 0.860, data_time: 0.010, memory: 9444, top1_acc: 0.2354, top5_acc: 0.4686, loss_cls: 3.6328, loss: 3.6328, grad_norm: 0.9314 2020-07-22 21:05:56,066 - mmaction - INFO - Epoch [23][260/940] lr: 5.891e-01, eta: 2 days, 15:30:22, time: 0.787, data_time: 0.003, memory: 9444, top1_acc: 0.2422, top5_acc: 0.4793, loss_cls: 3.5984, loss: 3.5984, grad_norm: 0.9188 2020-07-22 21:06:11,140 - mmaction - INFO - Epoch [23][280/940] lr: 5.891e-01, eta: 2 days, 15:29:01, time: 0.753, data_time: 0.003, memory: 9444, top1_acc: 0.2287, top5_acc: 0.4680, loss_cls: 3.6682, loss: 3.6682, grad_norm: 0.9048 2020-07-22 21:06:25,246 - mmaction - INFO - Epoch [23][300/940] lr: 5.891e-01, eta: 2 days, 15:27:29, time: 0.704, data_time: 0.004, memory: 9444, top1_acc: 0.2230, top5_acc: 0.4625, loss_cls: 3.6713, loss: 3.6713, grad_norm: 0.9303 2020-07-22 21:06:41,048 - mmaction - INFO - Epoch [23][320/940] lr: 5.891e-01, eta: 2 days, 15:26:16, time: 0.790, data_time: 0.003, memory: 9444, top1_acc: 0.2266, top5_acc: 0.4635, loss_cls: 3.6647, loss: 3.6647, grad_norm: 0.8838 2020-07-22 21:06:55,188 - mmaction - INFO - Epoch [23][340/940] lr: 5.891e-01, eta: 2 days, 15:24:46, time: 0.706, data_time: 0.003, memory: 9444, top1_acc: 0.2361, top5_acc: 0.4840, loss_cls: 3.5823, loss: 3.5823, grad_norm: 0.9037 2020-07-22 21:07:11,986 - mmaction - INFO - Epoch [23][360/940] lr: 5.891e-01, eta: 2 days, 15:23:44, time: 0.841, data_time: 0.004, memory: 9444, top1_acc: 0.2359, top5_acc: 0.4682, loss_cls: 3.6440, loss: 3.6440, grad_norm: 0.9198 2020-07-22 21:07:28,478 - mmaction - INFO - Epoch [23][380/940] lr: 5.891e-01, eta: 2 days, 15:22:38, time: 0.825, data_time: 0.004, memory: 9444, top1_acc: 0.2373, top5_acc: 0.4896, loss_cls: 3.5940, loss: 3.5940, grad_norm: 0.9305 2020-07-22 21:07:47,066 - mmaction - INFO - Epoch [23][400/940] lr: 5.891e-01, eta: 2 days, 15:21:54, time: 0.927, data_time: 0.002, memory: 9444, top1_acc: 0.2320, top5_acc: 0.4590, loss_cls: 3.6648, loss: 3.6648, grad_norm: 0.8943 2020-07-22 21:08:01,617 - mmaction - INFO - Epoch [23][420/940] lr: 5.891e-01, eta: 2 days, 15:20:28, time: 0.727, data_time: 0.004, memory: 9444, top1_acc: 0.2330, top5_acc: 0.4748, loss_cls: 3.6216, loss: 3.6216, grad_norm: 0.9035 2020-07-22 21:08:16,548 - mmaction - INFO - Epoch [23][440/940] lr: 5.891e-01, eta: 2 days, 15:19:07, time: 0.748, data_time: 0.005, memory: 9444, top1_acc: 0.2236, top5_acc: 0.4639, loss_cls: 3.6780, loss: 3.6780, grad_norm: 0.9187 2020-07-22 21:08:32,837 - mmaction - INFO - Epoch [23][460/940] lr: 5.891e-01, eta: 2 days, 15:18:00, time: 0.816, data_time: 0.004, memory: 9444, top1_acc: 0.2281, top5_acc: 0.4748, loss_cls: 3.6388, loss: 3.6388, grad_norm: 0.9000 2020-07-22 21:08:50,314 - mmaction - INFO - Epoch [23][480/940] lr: 5.891e-01, eta: 2 days, 15:17:05, time: 0.874, data_time: 0.004, memory: 9444, top1_acc: 0.2322, top5_acc: 0.4729, loss_cls: 3.6425, loss: 3.6425, grad_norm: 0.9104 2020-07-22 21:09:03,683 - mmaction - INFO - Epoch [23][500/940] lr: 5.891e-01, eta: 2 days, 15:15:28, time: 0.667, data_time: 0.004, memory: 9444, top1_acc: 0.2330, top5_acc: 0.4721, loss_cls: 3.6706, loss: 3.6706, grad_norm: 0.9006 2020-07-22 21:09:19,522 - mmaction - INFO - Epoch [23][520/940] lr: 5.891e-01, eta: 2 days, 15:14:16, time: 0.793, data_time: 0.004, memory: 9444, top1_acc: 0.2381, top5_acc: 0.4740, loss_cls: 3.6316, loss: 3.6316, grad_norm: 0.9112 2020-07-22 21:09:34,458 - mmaction - INFO - Epoch [23][540/940] lr: 5.891e-01, eta: 2 days, 15:12:55, time: 0.747, data_time: 0.003, memory: 9444, top1_acc: 0.2238, top5_acc: 0.4771, loss_cls: 3.6565, loss: 3.6565, grad_norm: 0.9195 2020-07-22 21:09:49,185 - mmaction - INFO - Epoch [23][560/940] lr: 5.891e-01, eta: 2 days, 15:11:33, time: 0.737, data_time: 0.005, memory: 9444, top1_acc: 0.2385, top5_acc: 0.4621, loss_cls: 3.6475, loss: 3.6475, grad_norm: 0.9035 2020-07-22 21:10:03,137 - mmaction - INFO - Epoch [23][580/940] lr: 5.891e-01, eta: 2 days, 15:10:02, time: 0.696, data_time: 0.002, memory: 9444, top1_acc: 0.2279, top5_acc: 0.4605, loss_cls: 3.6737, loss: 3.6737, grad_norm: 0.9205 2020-07-22 21:10:18,866 - mmaction - INFO - Epoch [23][600/940] lr: 5.891e-01, eta: 2 days, 15:08:50, time: 0.787, data_time: 0.005, memory: 9444, top1_acc: 0.2313, top5_acc: 0.4813, loss_cls: 3.6480, loss: 3.6480, grad_norm: 0.9250 2020-07-22 21:10:34,990 - mmaction - INFO - Epoch [23][620/940] lr: 5.891e-01, eta: 2 days, 15:07:41, time: 0.804, data_time: 0.004, memory: 9444, top1_acc: 0.2248, top5_acc: 0.4719, loss_cls: 3.6553, loss: 3.6553, grad_norm: 0.9254 2020-07-22 21:10:50,370 - mmaction - INFO - Epoch [23][640/940] lr: 5.891e-01, eta: 2 days, 15:06:26, time: 0.771, data_time: 0.004, memory: 9444, top1_acc: 0.2330, top5_acc: 0.4703, loss_cls: 3.6688, loss: 3.6688, grad_norm: 0.9184 2020-07-22 21:11:05,352 - mmaction - INFO - Epoch [23][660/940] lr: 5.891e-01, eta: 2 days, 15:05:06, time: 0.749, data_time: 0.003, memory: 9444, top1_acc: 0.2336, top5_acc: 0.4818, loss_cls: 3.6323, loss: 3.6323, grad_norm: 0.8956 2020-07-22 21:11:19,826 - mmaction - INFO - Epoch [23][680/940] lr: 5.891e-01, eta: 2 days, 15:03:41, time: 0.723, data_time: 0.003, memory: 9444, top1_acc: 0.2346, top5_acc: 0.4760, loss_cls: 3.6184, loss: 3.6184, grad_norm: 0.9085 2020-07-22 21:11:35,707 - mmaction - INFO - Epoch [23][700/940] lr: 5.891e-01, eta: 2 days, 15:02:31, time: 0.795, data_time: 0.005, memory: 9444, top1_acc: 0.2279, top5_acc: 0.4760, loss_cls: 3.6479, loss: 3.6479, grad_norm: 0.9191 2020-07-22 21:11:52,885 - mmaction - INFO - Epoch [23][720/940] lr: 5.891e-01, eta: 2 days, 15:01:34, time: 0.858, data_time: 0.003, memory: 9444, top1_acc: 0.2154, top5_acc: 0.4693, loss_cls: 3.6749, loss: 3.6749, grad_norm: 0.9014 2020-07-22 21:12:05,945 - mmaction - INFO - Epoch [23][740/940] lr: 5.891e-01, eta: 2 days, 14:59:55, time: 0.655, data_time: 0.006, memory: 9444, top1_acc: 0.2400, top5_acc: 0.4830, loss_cls: 3.6230, loss: 3.6230, grad_norm: 0.9214 2020-07-22 21:12:22,277 - mmaction - INFO - Epoch [23][760/940] lr: 5.891e-01, eta: 2 days, 14:58:50, time: 0.816, data_time: 0.003, memory: 9444, top1_acc: 0.2314, top5_acc: 0.4635, loss_cls: 3.6922, loss: 3.6922, grad_norm: 0.9272 2020-07-22 21:12:37,129 - mmaction - INFO - Epoch [23][780/940] lr: 5.891e-01, eta: 2 days, 14:57:30, time: 0.742, data_time: 0.004, memory: 9444, top1_acc: 0.2227, top5_acc: 0.4604, loss_cls: 3.6840, loss: 3.6840, grad_norm: 0.8937 2020-07-22 21:12:53,850 - mmaction - INFO - Epoch [23][800/940] lr: 5.891e-01, eta: 2 days, 14:56:28, time: 0.834, data_time: 0.005, memory: 9444, top1_acc: 0.2371, top5_acc: 0.4752, loss_cls: 3.6660, loss: 3.6660, grad_norm: 0.9068 2020-07-22 21:13:08,473 - mmaction - INFO - Epoch [23][820/940] lr: 5.891e-01, eta: 2 days, 14:55:06, time: 0.734, data_time: 0.007, memory: 9444, top1_acc: 0.2422, top5_acc: 0.4957, loss_cls: 3.5979, loss: 3.5979, grad_norm: 0.9091 2020-07-22 21:13:24,099 - mmaction - INFO - Epoch [23][840/940] lr: 5.891e-01, eta: 2 days, 14:53:54, time: 0.781, data_time: 0.004, memory: 9444, top1_acc: 0.2311, top5_acc: 0.4631, loss_cls: 3.6561, loss: 3.6561, grad_norm: 0.9155 2020-07-22 21:13:37,485 - mmaction - INFO - Epoch [23][860/940] lr: 5.891e-01, eta: 2 days, 14:52:20, time: 0.669, data_time: 0.004, memory: 9444, top1_acc: 0.2395, top5_acc: 0.4848, loss_cls: 3.5898, loss: 3.5898, grad_norm: 0.9108 2020-07-22 21:13:52,006 - mmaction - INFO - Epoch [23][880/940] lr: 5.891e-01, eta: 2 days, 14:50:56, time: 0.726, data_time: 0.003, memory: 9444, top1_acc: 0.2330, top5_acc: 0.4773, loss_cls: 3.6305, loss: 3.6305, grad_norm: 0.9216 2020-07-22 21:14:08,142 - mmaction - INFO - Epoch [23][900/940] lr: 5.891e-01, eta: 2 days, 14:49:50, time: 0.806, data_time: 0.004, memory: 9444, top1_acc: 0.2242, top5_acc: 0.4568, loss_cls: 3.6975, loss: 3.6975, grad_norm: 0.9275 2020-07-22 21:14:21,608 - mmaction - INFO - Epoch [23][920/940] lr: 5.891e-01, eta: 2 days, 14:48:16, time: 0.674, data_time: 0.005, memory: 9444, top1_acc: 0.2314, top5_acc: 0.4752, loss_cls: 3.6356, loss: 3.6356, grad_norm: 0.9252 2020-07-22 21:14:36,532 - mmaction - INFO - Epoch [23][940/940] lr: 5.891e-01, eta: 2 days, 14:46:58, time: 0.747, data_time: 0.004, memory: 9444, top1_acc: 0.2323, top5_acc: 0.4750, loss_cls: 3.6416, loss: 3.6416, grad_norm: 0.9160 2020-07-22 21:17:33,456 - mmaction - INFO - Epoch [24][20/940] lr: 5.881e-01, eta: 2 days, 15:11:25, time: 8.380, data_time: 7.371, memory: 9444, top1_acc: 0.2322, top5_acc: 0.4715, loss_cls: 3.6382, loss: 3.6382, grad_norm: 0.9441 2020-07-22 21:17:50,119 - mmaction - INFO - Epoch [24][40/940] lr: 5.881e-01, eta: 2 days, 15:10:22, time: 0.832, data_time: 0.003, memory: 9444, top1_acc: 0.2342, top5_acc: 0.4791, loss_cls: 3.6040, loss: 3.6040, grad_norm: 0.9124 2020-07-22 21:18:15,452 - mmaction - INFO - Epoch [24][60/940] lr: 5.881e-01, eta: 2 days, 15:10:48, time: 1.267, data_time: 0.004, memory: 9444, top1_acc: 0.2357, top5_acc: 0.4906, loss_cls: 3.5702, loss: 3.5702, grad_norm: 0.9250 2020-07-22 21:18:30,346 - mmaction - INFO - Epoch [24][80/940] lr: 5.881e-01, eta: 2 days, 15:09:28, time: 0.746, data_time: 0.004, memory: 9444, top1_acc: 0.2285, top5_acc: 0.4742, loss_cls: 3.6452, loss: 3.6452, grad_norm: 0.9351 2020-07-22 21:18:43,847 - mmaction - INFO - Epoch [24][100/940] lr: 5.881e-01, eta: 2 days, 15:07:53, time: 0.674, data_time: 0.002, memory: 9444, top1_acc: 0.2336, top5_acc: 0.4822, loss_cls: 3.6232, loss: 3.6232, grad_norm: 0.9118 2020-07-22 21:18:59,060 - mmaction - INFO - Epoch [24][120/940] lr: 5.881e-01, eta: 2 days, 15:06:37, time: 0.761, data_time: 0.005, memory: 9444, top1_acc: 0.2385, top5_acc: 0.4744, loss_cls: 3.6326, loss: 3.6326, grad_norm: 0.9369 2020-07-22 21:19:14,321 - mmaction - INFO - Epoch [24][140/940] lr: 5.881e-01, eta: 2 days, 15:05:21, time: 0.764, data_time: 0.004, memory: 9444, top1_acc: 0.2357, top5_acc: 0.4736, loss_cls: 3.6084, loss: 3.6084, grad_norm: 0.9238 2020-07-22 21:19:28,621 - mmaction - INFO - Epoch [24][160/940] lr: 5.881e-01, eta: 2 days, 15:03:55, time: 0.713, data_time: 0.002, memory: 9444, top1_acc: 0.2418, top5_acc: 0.4861, loss_cls: 3.6057, loss: 3.6057, grad_norm: 0.9239 2020-07-22 21:19:42,803 - mmaction - INFO - Epoch [24][180/940] lr: 5.881e-01, eta: 2 days, 15:02:29, time: 0.711, data_time: 0.003, memory: 9444, top1_acc: 0.2367, top5_acc: 0.4863, loss_cls: 3.5836, loss: 3.5836, grad_norm: 0.9160 2020-07-22 21:20:00,202 - mmaction - INFO - Epoch [24][200/940] lr: 5.881e-01, eta: 2 days, 15:01:34, time: 0.865, data_time: 0.003, memory: 9444, top1_acc: 0.2434, top5_acc: 0.4828, loss_cls: 3.5963, loss: 3.5963, grad_norm: 0.9384 2020-07-22 21:20:15,877 - mmaction - INFO - Epoch [24][220/940] lr: 5.881e-01, eta: 2 days, 15:00:23, time: 0.788, data_time: 0.013, memory: 9444, top1_acc: 0.2373, top5_acc: 0.4662, loss_cls: 3.6426, loss: 3.6426, grad_norm: 0.9101 2020-07-22 21:20:28,722 - mmaction - INFO - Epoch [24][240/940] lr: 5.881e-01, eta: 2 days, 14:58:43, time: 0.641, data_time: 0.005, memory: 9444, top1_acc: 0.2242, top5_acc: 0.4666, loss_cls: 3.6374, loss: 3.6374, grad_norm: 0.9260 2020-07-22 21:20:46,285 - mmaction - INFO - Epoch [24][260/940] lr: 5.881e-01, eta: 2 days, 14:57:51, time: 0.880, data_time: 0.006, memory: 9444, top1_acc: 0.2223, top5_acc: 0.4725, loss_cls: 3.6422, loss: 3.6422, grad_norm: 0.9157 2020-07-22 21:21:02,567 - mmaction - INFO - Epoch [24][280/940] lr: 5.881e-01, eta: 2 days, 14:56:46, time: 0.813, data_time: 0.002, memory: 9444, top1_acc: 0.2240, top5_acc: 0.4719, loss_cls: 3.6545, loss: 3.6545, grad_norm: 0.9328 2020-07-22 21:21:16,686 - mmaction - INFO - Epoch [24][300/940] lr: 5.881e-01, eta: 2 days, 14:55:19, time: 0.706, data_time: 0.002, memory: 9444, top1_acc: 0.2424, top5_acc: 0.4855, loss_cls: 3.5781, loss: 3.5781, grad_norm: 0.9077 2020-07-22 21:21:30,639 - mmaction - INFO - Epoch [24][320/940] lr: 5.881e-01, eta: 2 days, 14:53:51, time: 0.697, data_time: 0.003, memory: 9444, top1_acc: 0.2443, top5_acc: 0.4867, loss_cls: 3.5989, loss: 3.5989, grad_norm: 0.9354 2020-07-22 21:21:46,723 - mmaction - INFO - Epoch [24][340/940] lr: 5.881e-01, eta: 2 days, 14:52:44, time: 0.805, data_time: 0.004, memory: 9444, top1_acc: 0.2373, top5_acc: 0.4840, loss_cls: 3.5859, loss: 3.5859, grad_norm: 0.9359 2020-07-22 21:22:02,909 - mmaction - INFO - Epoch [24][360/940] lr: 5.881e-01, eta: 2 days, 14:51:39, time: 0.809, data_time: 0.004, memory: 9444, top1_acc: 0.2328, top5_acc: 0.4680, loss_cls: 3.6490, loss: 3.6490, grad_norm: 0.9097 2020-07-22 21:22:18,896 - mmaction - INFO - Epoch [24][380/940] lr: 5.881e-01, eta: 2 days, 14:50:31, time: 0.799, data_time: 0.003, memory: 9444, top1_acc: 0.2385, top5_acc: 0.4795, loss_cls: 3.5788, loss: 3.5788, grad_norm: 0.9105 2020-07-22 21:22:34,188 - mmaction - INFO - Epoch [24][400/940] lr: 5.881e-01, eta: 2 days, 14:49:17, time: 0.764, data_time: 0.004, memory: 9444, top1_acc: 0.2402, top5_acc: 0.4787, loss_cls: 3.5950, loss: 3.5950, grad_norm: 0.9257 2020-07-22 21:22:48,377 - mmaction - INFO - Epoch [24][420/940] lr: 5.881e-01, eta: 2 days, 14:47:51, time: 0.709, data_time: 0.004, memory: 9444, top1_acc: 0.2283, top5_acc: 0.4719, loss_cls: 3.6532, loss: 3.6532, grad_norm: 0.9287 2020-07-22 21:23:04,915 - mmaction - INFO - Epoch [24][440/940] lr: 5.881e-01, eta: 2 days, 14:46:49, time: 0.821, data_time: 0.005, memory: 9444, top1_acc: 0.2301, top5_acc: 0.4723, loss_cls: 3.6577, loss: 3.6577, grad_norm: 0.8938 2020-07-22 21:23:21,023 - mmaction - INFO - Epoch [24][460/940] lr: 5.881e-01, eta: 2 days, 14:45:44, time: 0.812, data_time: 0.010, memory: 9444, top1_acc: 0.2396, top5_acc: 0.4717, loss_cls: 3.6480, loss: 3.6480, grad_norm: 0.9246 2020-07-22 21:23:36,894 - mmaction - INFO - Epoch [24][480/940] lr: 5.881e-01, eta: 2 days, 14:44:36, time: 0.795, data_time: 0.002, memory: 9444, top1_acc: 0.2395, top5_acc: 0.4701, loss_cls: 3.6049, loss: 3.6049, grad_norm: 0.9185 2020-07-22 21:23:51,157 - mmaction - INFO - Epoch [24][500/940] lr: 5.881e-01, eta: 2 days, 14:43:12, time: 0.712, data_time: 0.002, memory: 9444, top1_acc: 0.2359, top5_acc: 0.4693, loss_cls: 3.6648, loss: 3.6648, grad_norm: 0.9105 2020-07-22 21:24:07,869 - mmaction - INFO - Epoch [24][520/940] lr: 5.881e-01, eta: 2 days, 14:42:12, time: 0.836, data_time: 0.003, memory: 9444, top1_acc: 0.2338, top5_acc: 0.4730, loss_cls: 3.6492, loss: 3.6492, grad_norm: 0.9084 2020-07-22 21:24:22,501 - mmaction - INFO - Epoch [24][540/940] lr: 5.881e-01, eta: 2 days, 14:40:52, time: 0.731, data_time: 0.003, memory: 9444, top1_acc: 0.2295, top5_acc: 0.4777, loss_cls: 3.6512, loss: 3.6512, grad_norm: 0.9194 2020-07-22 21:24:38,259 - mmaction - INFO - Epoch [24][560/940] lr: 5.881e-01, eta: 2 days, 14:39:43, time: 0.789, data_time: 0.003, memory: 9444, top1_acc: 0.2314, top5_acc: 0.4752, loss_cls: 3.6197, loss: 3.6197, grad_norm: 0.9070 2020-07-22 21:24:52,803 - mmaction - INFO - Epoch [24][580/940] lr: 5.881e-01, eta: 2 days, 14:38:23, time: 0.728, data_time: 0.003, memory: 9444, top1_acc: 0.2379, top5_acc: 0.4854, loss_cls: 3.5926, loss: 3.5926, grad_norm: 0.9114 2020-07-22 21:25:08,121 - mmaction - INFO - Epoch [24][600/940] lr: 5.881e-01, eta: 2 days, 14:37:09, time: 0.764, data_time: 0.002, memory: 9444, top1_acc: 0.2258, top5_acc: 0.4727, loss_cls: 3.6515, loss: 3.6515, grad_norm: 0.9318 2020-07-22 21:25:25,051 - mmaction - INFO - Epoch [24][620/940] lr: 5.881e-01, eta: 2 days, 14:36:12, time: 0.846, data_time: 0.006, memory: 9444, top1_acc: 0.2264, top5_acc: 0.4670, loss_cls: 3.6640, loss: 3.6640, grad_norm: 0.9026 2020-07-22 21:25:38,667 - mmaction - INFO - Epoch [24][640/940] lr: 5.881e-01, eta: 2 days, 14:34:43, time: 0.681, data_time: 0.006, memory: 9444, top1_acc: 0.2348, top5_acc: 0.4742, loss_cls: 3.6399, loss: 3.6399, grad_norm: 0.9125 2020-07-22 21:25:54,039 - mmaction - INFO - Epoch [24][660/940] lr: 5.881e-01, eta: 2 days, 14:33:28, time: 0.758, data_time: 0.003, memory: 9444, top1_acc: 0.2332, top5_acc: 0.4660, loss_cls: 3.6119, loss: 3.6119, grad_norm: 0.8960 2020-07-22 21:26:08,186 - mmaction - INFO - Epoch [24][680/940] lr: 5.881e-01, eta: 2 days, 14:32:06, time: 0.718, data_time: 0.014, memory: 9444, top1_acc: 0.2367, top5_acc: 0.4771, loss_cls: 3.6217, loss: 3.6217, grad_norm: 0.9135 2020-07-22 21:26:23,872 - mmaction - INFO - Epoch [24][700/940] lr: 5.881e-01, eta: 2 days, 14:30:58, time: 0.785, data_time: 0.005, memory: 9444, top1_acc: 0.2342, top5_acc: 0.4732, loss_cls: 3.6146, loss: 3.6146, grad_norm: 0.9044 2020-07-22 21:26:36,629 - mmaction - INFO - Epoch [24][720/940] lr: 5.881e-01, eta: 2 days, 14:29:20, time: 0.637, data_time: 0.002, memory: 9444, top1_acc: 0.2387, top5_acc: 0.4691, loss_cls: 3.6298, loss: 3.6298, grad_norm: 0.9019 2020-07-22 21:26:52,157 - mmaction - INFO - Epoch [24][740/940] lr: 5.881e-01, eta: 2 days, 14:28:08, time: 0.765, data_time: 0.003, memory: 9444, top1_acc: 0.2314, top5_acc: 0.4793, loss_cls: 3.6045, loss: 3.6045, grad_norm: 0.9156 2020-07-22 21:27:06,666 - mmaction - INFO - Epoch [24][760/940] lr: 5.881e-01, eta: 2 days, 14:26:50, time: 0.737, data_time: 0.014, memory: 9444, top1_acc: 0.2338, top5_acc: 0.4734, loss_cls: 3.6317, loss: 3.6317, grad_norm: 0.9435 2020-07-22 21:27:20,216 - mmaction - INFO - Epoch [24][780/940] lr: 5.881e-01, eta: 2 days, 14:25:20, time: 0.677, data_time: 0.003, memory: 9444, top1_acc: 0.2313, top5_acc: 0.4650, loss_cls: 3.6922, loss: 3.6922, grad_norm: 0.9133 2020-07-22 21:27:36,456 - mmaction - INFO - Epoch [24][800/940] lr: 5.881e-01, eta: 2 days, 14:24:17, time: 0.811, data_time: 0.004, memory: 9444, top1_acc: 0.2314, top5_acc: 0.4744, loss_cls: 3.6598, loss: 3.6598, grad_norm: 0.9223 2020-07-22 21:27:51,300 - mmaction - INFO - Epoch [24][820/940] lr: 5.881e-01, eta: 2 days, 14:23:01, time: 0.742, data_time: 0.004, memory: 9444, top1_acc: 0.2328, top5_acc: 0.4721, loss_cls: 3.6618, loss: 3.6618, grad_norm: 0.9142 2020-07-22 21:28:05,483 - mmaction - INFO - Epoch [24][840/940] lr: 5.881e-01, eta: 2 days, 14:21:35, time: 0.695, data_time: 0.004, memory: 9444, top1_acc: 0.2346, top5_acc: 0.4705, loss_cls: 3.6699, loss: 3.6699, grad_norm: 0.9307 2020-07-22 21:28:20,614 - mmaction - INFO - Epoch [24][860/940] lr: 5.881e-01, eta: 2 days, 14:20:25, time: 0.771, data_time: 0.017, memory: 9444, top1_acc: 0.2363, top5_acc: 0.4740, loss_cls: 3.6390, loss: 3.6390, grad_norm: 0.9142 2020-07-22 21:28:37,639 - mmaction - INFO - Epoch [24][880/940] lr: 5.881e-01, eta: 2 days, 14:19:30, time: 0.852, data_time: 0.004, memory: 9444, top1_acc: 0.2381, top5_acc: 0.4779, loss_cls: 3.6106, loss: 3.6106, grad_norm: 0.9221 2020-07-22 21:28:52,055 - mmaction - INFO - Epoch [24][900/940] lr: 5.881e-01, eta: 2 days, 14:18:10, time: 0.721, data_time: 0.004, memory: 9444, top1_acc: 0.2303, top5_acc: 0.4746, loss_cls: 3.6508, loss: 3.6508, grad_norm: 0.9293 2020-07-22 21:29:06,529 - mmaction - INFO - Epoch [24][920/940] lr: 5.881e-01, eta: 2 days, 14:16:50, time: 0.722, data_time: 0.004, memory: 9444, top1_acc: 0.2322, top5_acc: 0.4705, loss_cls: 3.6365, loss: 3.6365, grad_norm: 0.9260 2020-07-22 21:29:19,899 - mmaction - INFO - Epoch [24][940/940] lr: 5.881e-01, eta: 2 days, 14:15:20, time: 0.670, data_time: 0.005, memory: 9444, top1_acc: 0.2344, top5_acc: 0.4694, loss_cls: 3.6468, loss: 3.6468, grad_norm: 0.9261 2020-07-22 21:29:25,870 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-07-22 21:32:08,965 - mmaction - INFO - Epoch [25][20/940] lr: 5.871e-01, eta: 2 days, 14:37:49, time: 8.120, data_time: 6.860, memory: 9444, top1_acc: 0.2289, top5_acc: 0.4668, loss_cls: 3.6647, loss: 3.6647, grad_norm: 0.9272 2020-07-22 21:32:22,569 - mmaction - INFO - Epoch [25][40/940] lr: 5.871e-01, eta: 2 days, 14:36:21, time: 0.681, data_time: 0.005, memory: 9444, top1_acc: 0.2348, top5_acc: 0.4633, loss_cls: 3.6694, loss: 3.6694, grad_norm: 0.8992 2020-07-22 21:32:38,046 - mmaction - INFO - Epoch [25][60/940] lr: 5.871e-01, eta: 2 days, 14:35:10, time: 0.774, data_time: 0.004, memory: 9444, top1_acc: 0.2402, top5_acc: 0.4854, loss_cls: 3.6039, loss: 3.6039, grad_norm: 0.9261 2020-07-22 21:32:50,934 - mmaction - INFO - Epoch [25][80/940] lr: 5.871e-01, eta: 2 days, 14:33:34, time: 0.645, data_time: 0.004, memory: 9444, top1_acc: 0.2430, top5_acc: 0.4777, loss_cls: 3.6042, loss: 3.6042, grad_norm: 0.9325 2020-07-22 21:33:09,191 - mmaction - INFO - Epoch [25][100/940] lr: 5.871e-01, eta: 2 days, 14:32:51, time: 0.912, data_time: 0.003, memory: 9444, top1_acc: 0.2393, top5_acc: 0.4787, loss_cls: 3.6128, loss: 3.6128, grad_norm: 0.9114 2020-07-22 21:33:23,710 - mmaction - INFO - Epoch [25][120/940] lr: 5.871e-01, eta: 2 days, 14:31:31, time: 0.726, data_time: 0.003, memory: 9444, top1_acc: 0.2352, top5_acc: 0.4750, loss_cls: 3.6352, loss: 3.6352, grad_norm: 0.9101 2020-07-22 21:33:37,803 - mmaction - INFO - Epoch [25][140/940] lr: 5.871e-01, eta: 2 days, 14:30:07, time: 0.706, data_time: 0.004, memory: 9444, top1_acc: 0.2309, top5_acc: 0.4768, loss_cls: 3.6302, loss: 3.6302, grad_norm: 0.9112 2020-07-22 21:33:52,881 - mmaction - INFO - Epoch [25][160/940] lr: 5.871e-01, eta: 2 days, 14:28:53, time: 0.753, data_time: 0.003, memory: 9444, top1_acc: 0.2500, top5_acc: 0.4918, loss_cls: 3.5486, loss: 3.5486, grad_norm: 0.9395 2020-07-22 21:34:06,295 - mmaction - INFO - Epoch [25][180/940] lr: 5.871e-01, eta: 2 days, 14:27:23, time: 0.669, data_time: 0.003, memory: 9444, top1_acc: 0.2496, top5_acc: 0.4738, loss_cls: 3.5941, loss: 3.5941, grad_norm: 0.9306 2020-07-22 21:34:21,132 - mmaction - INFO - Epoch [25][200/940] lr: 5.871e-01, eta: 2 days, 14:26:07, time: 0.743, data_time: 0.004, memory: 9444, top1_acc: 0.2377, top5_acc: 0.4658, loss_cls: 3.6452, loss: 3.6452, grad_norm: 0.9102 2020-07-22 21:34:34,479 - mmaction - INFO - Epoch [25][220/940] lr: 5.871e-01, eta: 2 days, 14:24:37, time: 0.668, data_time: 0.004, memory: 9444, top1_acc: 0.2445, top5_acc: 0.4857, loss_cls: 3.5843, loss: 3.5843, grad_norm: 0.9162 2020-07-22 21:34:50,139 - mmaction - INFO - Epoch [25][240/940] lr: 5.871e-01, eta: 2 days, 14:23:29, time: 0.782, data_time: 0.003, memory: 9444, top1_acc: 0.2424, top5_acc: 0.4906, loss_cls: 3.5719, loss: 3.5719, grad_norm: 0.9175 2020-07-22 21:35:08,630 - mmaction - INFO - Epoch [25][260/940] lr: 5.871e-01, eta: 2 days, 14:22:48, time: 0.925, data_time: 0.004, memory: 9444, top1_acc: 0.2367, top5_acc: 0.4709, loss_cls: 3.6242, loss: 3.6242, grad_norm: 0.9329 2020-07-22 21:35:22,891 - mmaction - INFO - Epoch [25][280/940] lr: 5.871e-01, eta: 2 days, 14:21:26, time: 0.713, data_time: 0.004, memory: 9444, top1_acc: 0.2318, top5_acc: 0.4813, loss_cls: 3.6001, loss: 3.6001, grad_norm: 0.9278 2020-07-22 21:35:38,265 - mmaction - INFO - Epoch [25][300/940] lr: 5.871e-01, eta: 2 days, 14:20:16, time: 0.769, data_time: 0.003, memory: 9444, top1_acc: 0.2391, top5_acc: 0.4816, loss_cls: 3.6321, loss: 3.6321, grad_norm: 0.9402 2020-07-22 21:35:52,001 - mmaction - INFO - Epoch [25][320/940] lr: 5.871e-01, eta: 2 days, 14:18:50, time: 0.687, data_time: 0.002, memory: 9444, top1_acc: 0.2357, top5_acc: 0.4764, loss_cls: 3.5924, loss: 3.5924, grad_norm: 0.9376 2020-07-22 21:36:07,470 - mmaction - INFO - Epoch [25][340/940] lr: 5.871e-01, eta: 2 days, 14:17:41, time: 0.774, data_time: 0.004, memory: 9444, top1_acc: 0.2313, top5_acc: 0.4727, loss_cls: 3.6317, loss: 3.6317, grad_norm: 0.9238 2020-07-22 21:36:24,087 - mmaction - INFO - Epoch [25][360/940] lr: 5.871e-01, eta: 2 days, 14:16:42, time: 0.830, data_time: 0.002, memory: 9444, top1_acc: 0.2318, top5_acc: 0.4707, loss_cls: 3.6360, loss: 3.6360, grad_norm: 0.9219 2020-07-22 21:36:37,699 - mmaction - INFO - Epoch [25][380/940] lr: 5.871e-01, eta: 2 days, 14:15:15, time: 0.680, data_time: 0.002, memory: 9444, top1_acc: 0.2381, top5_acc: 0.4844, loss_cls: 3.5880, loss: 3.5880, grad_norm: 0.9216 2020-07-22 21:36:55,028 - mmaction - INFO - Epoch [25][400/940] lr: 5.871e-01, eta: 2 days, 14:14:23, time: 0.862, data_time: 0.005, memory: 9444, top1_acc: 0.2381, top5_acc: 0.4760, loss_cls: 3.6396, loss: 3.6396, grad_norm: 0.9049 2020-07-22 21:37:07,898 - mmaction - INFO - Epoch [25][420/940] lr: 5.871e-01, eta: 2 days, 14:12:50, time: 0.648, data_time: 0.007, memory: 9444, top1_acc: 0.2289, top5_acc: 0.4699, loss_cls: 3.6518, loss: 3.6518, grad_norm: 0.9244 2020-07-22 21:37:22,358 - mmaction - INFO - Epoch [25][440/940] lr: 5.871e-01, eta: 2 days, 14:11:31, time: 0.722, data_time: 0.002, memory: 9444, top1_acc: 0.2424, top5_acc: 0.4801, loss_cls: 3.5753, loss: 3.5753, grad_norm: 0.9154 2020-07-22 21:37:37,579 - mmaction - INFO - Epoch [25][460/940] lr: 5.871e-01, eta: 2 days, 14:10:20, time: 0.761, data_time: 0.004, memory: 9444, top1_acc: 0.2363, top5_acc: 0.4779, loss_cls: 3.6195, loss: 3.6195, grad_norm: 0.9338 2020-07-22 21:37:52,308 - mmaction - INFO - Epoch [25][480/940] lr: 5.871e-01, eta: 2 days, 14:09:04, time: 0.733, data_time: 0.004, memory: 9444, top1_acc: 0.2348, top5_acc: 0.4756, loss_cls: 3.6486, loss: 3.6486, grad_norm: 0.9302 2020-07-22 21:38:06,567 - mmaction - INFO - Epoch [25][500/940] lr: 5.871e-01, eta: 2 days, 14:07:45, time: 0.717, data_time: 0.008, memory: 9444, top1_acc: 0.2367, top5_acc: 0.4773, loss_cls: 3.6188, loss: 3.6188, grad_norm: 0.9128 2020-07-22 21:38:22,671 - mmaction - INFO - Epoch [25][520/940] lr: 5.871e-01, eta: 2 days, 14:06:42, time: 0.804, data_time: 0.003, memory: 9444, top1_acc: 0.2330, top5_acc: 0.4748, loss_cls: 3.6170, loss: 3.6170, grad_norm: 0.9327 2020-07-22 21:38:38,473 - mmaction - INFO - Epoch [25][540/940] lr: 5.871e-01, eta: 2 days, 14:05:37, time: 0.789, data_time: 0.003, memory: 9444, top1_acc: 0.2410, top5_acc: 0.4756, loss_cls: 3.6046, loss: 3.6046, grad_norm: 0.9101 2020-07-22 21:38:52,547 - mmaction - INFO - Epoch [25][560/940] lr: 5.871e-01, eta: 2 days, 14:04:15, time: 0.704, data_time: 0.003, memory: 9444, top1_acc: 0.2369, top5_acc: 0.4795, loss_cls: 3.6212, loss: 3.6212, grad_norm: 0.9095 2020-07-22 21:39:07,356 - mmaction - INFO - Epoch [25][580/940] lr: 5.871e-01, eta: 2 days, 14:03:01, time: 0.741, data_time: 0.005, memory: 9444, top1_acc: 0.2322, top5_acc: 0.4695, loss_cls: 3.6234, loss: 3.6234, grad_norm: 0.9274 2020-07-22 21:39:20,785 - mmaction - INFO - Epoch [25][600/940] lr: 5.871e-01, eta: 2 days, 14:01:33, time: 0.671, data_time: 0.003, memory: 9444, top1_acc: 0.2291, top5_acc: 0.4709, loss_cls: 3.6698, loss: 3.6698, grad_norm: 0.9304 2020-07-22 21:39:35,746 - mmaction - INFO - Epoch [25][620/940] lr: 5.871e-01, eta: 2 days, 14:00:20, time: 0.746, data_time: 0.004, memory: 9444, top1_acc: 0.2395, top5_acc: 0.4754, loss_cls: 3.6170, loss: 3.6170, grad_norm: 0.9291 2020-07-22 21:39:52,012 - mmaction - INFO - Epoch [25][640/940] lr: 5.871e-01, eta: 2 days, 13:59:20, time: 0.816, data_time: 0.007, memory: 9444, top1_acc: 0.2297, top5_acc: 0.4639, loss_cls: 3.6798, loss: 3.6798, grad_norm: 0.9244 2020-07-22 21:40:06,748 - mmaction - INFO - Epoch [25][660/940] lr: 5.871e-01, eta: 2 days, 13:58:05, time: 0.737, data_time: 0.004, memory: 9444, top1_acc: 0.2377, top5_acc: 0.4824, loss_cls: 3.6159, loss: 3.6159, grad_norm: 0.9335 2020-07-22 21:40:22,082 - mmaction - INFO - Epoch [25][680/940] lr: 5.871e-01, eta: 2 days, 13:56:56, time: 0.767, data_time: 0.004, memory: 9444, top1_acc: 0.2391, top5_acc: 0.4795, loss_cls: 3.5993, loss: 3.5993, grad_norm: 0.9054 2020-07-22 21:40:37,535 - mmaction - INFO - Epoch [25][700/940] lr: 5.871e-01, eta: 2 days, 13:55:48, time: 0.772, data_time: 0.002, memory: 9444, top1_acc: 0.2379, top5_acc: 0.4777, loss_cls: 3.6233, loss: 3.6233, grad_norm: 0.9327 2020-07-22 21:40:52,036 - mmaction - INFO - Epoch [25][720/940] lr: 5.871e-01, eta: 2 days, 13:54:32, time: 0.725, data_time: 0.002, memory: 9444, top1_acc: 0.2279, top5_acc: 0.4682, loss_cls: 3.6553, loss: 3.6553, grad_norm: 0.9127 2020-07-22 21:41:06,601 - mmaction - INFO - Epoch [25][740/940] lr: 5.871e-01, eta: 2 days, 13:53:16, time: 0.729, data_time: 0.004, memory: 9444, top1_acc: 0.2395, top5_acc: 0.4824, loss_cls: 3.5872, loss: 3.5872, grad_norm: 0.9241 2020-07-22 21:41:21,260 - mmaction - INFO - Epoch [25][760/940] lr: 5.871e-01, eta: 2 days, 13:52:01, time: 0.734, data_time: 0.005, memory: 9444, top1_acc: 0.2432, top5_acc: 0.4869, loss_cls: 3.5777, loss: 3.5777, grad_norm: 0.9199 2020-07-22 21:41:35,846 - mmaction - INFO - Epoch [25][780/940] lr: 5.871e-01, eta: 2 days, 13:50:45, time: 0.725, data_time: 0.003, memory: 9444, top1_acc: 0.2301, top5_acc: 0.4699, loss_cls: 3.6697, loss: 3.6697, grad_norm: 0.9292 2020-07-22 21:41:50,110 - mmaction - INFO - Epoch [25][800/940] lr: 5.871e-01, eta: 2 days, 13:49:27, time: 0.717, data_time: 0.007, memory: 9444, top1_acc: 0.2381, top5_acc: 0.4756, loss_cls: 3.6343, loss: 3.6343, grad_norm: 0.9449 2020-07-22 21:42:06,762 - mmaction - INFO - Epoch [25][820/940] lr: 5.871e-01, eta: 2 days, 13:48:31, time: 0.832, data_time: 0.004, memory: 9444, top1_acc: 0.2238, top5_acc: 0.4674, loss_cls: 3.6451, loss: 3.6451, grad_norm: 0.9087 2020-07-22 21:42:21,776 - mmaction - INFO - Epoch [25][840/940] lr: 5.871e-01, eta: 2 days, 13:47:19, time: 0.749, data_time: 0.004, memory: 9444, top1_acc: 0.2314, top5_acc: 0.4697, loss_cls: 3.6431, loss: 3.6431, grad_norm: 0.9093 2020-07-22 21:42:35,043 - mmaction - INFO - Epoch [25][860/940] lr: 5.871e-01, eta: 2 days, 13:45:52, time: 0.665, data_time: 0.005, memory: 9444, top1_acc: 0.2418, top5_acc: 0.4748, loss_cls: 3.6176, loss: 3.6176, grad_norm: 0.9232 2020-07-22 21:42:51,124 - mmaction - INFO - Epoch [25][880/940] lr: 5.871e-01, eta: 2 days, 13:44:51, time: 0.804, data_time: 0.003, memory: 9444, top1_acc: 0.2359, top5_acc: 0.4738, loss_cls: 3.6076, loss: 3.6076, grad_norm: 0.9055 2020-07-22 21:43:06,734 - mmaction - INFO - Epoch [25][900/940] lr: 5.871e-01, eta: 2 days, 13:43:46, time: 0.782, data_time: 0.006, memory: 9444, top1_acc: 0.2336, top5_acc: 0.4746, loss_cls: 3.6464, loss: 3.6464, grad_norm: 0.9444 2020-07-22 21:43:22,532 - mmaction - INFO - Epoch [25][920/940] lr: 5.871e-01, eta: 2 days, 13:42:42, time: 0.789, data_time: 0.002, memory: 9444, top1_acc: 0.2326, top5_acc: 0.4715, loss_cls: 3.6361, loss: 3.6361, grad_norm: 0.9300 2020-07-22 21:43:37,625 - mmaction - INFO - Epoch [25][940/940] lr: 5.871e-01, eta: 2 days, 13:41:32, time: 0.755, data_time: 0.003, memory: 9444, top1_acc: 0.2289, top5_acc: 0.4752, loss_cls: 3.6531, loss: 3.6531, grad_norm: 0.9255 2020-07-22 21:46:35,459 - mmaction - INFO - Epoch [26][20/940] lr: 5.860e-01, eta: 2 days, 14:04:15, time: 8.517, data_time: 7.577, memory: 9444, top1_acc: 0.2441, top5_acc: 0.4896, loss_cls: 3.5769, loss: 3.5769, grad_norm: 0.9176 2020-07-22 21:46:49,537 - mmaction - INFO - Epoch [26][40/940] lr: 5.860e-01, eta: 2 days, 14:02:54, time: 0.704, data_time: 0.003, memory: 9444, top1_acc: 0.2428, top5_acc: 0.4785, loss_cls: 3.6111, loss: 3.6111, grad_norm: 0.9128 2020-07-22 21:47:06,800 - mmaction - INFO - Epoch [26][60/940] lr: 5.860e-01, eta: 2 days, 14:02:03, time: 0.860, data_time: 0.004, memory: 9444, top1_acc: 0.2275, top5_acc: 0.4703, loss_cls: 3.6614, loss: 3.6614, grad_norm: 0.9212 2020-07-22 21:47:21,176 - mmaction - INFO - Epoch [26][80/940] lr: 5.860e-01, eta: 2 days, 14:00:46, time: 0.721, data_time: 0.006, memory: 9444, top1_acc: 0.2418, top5_acc: 0.4850, loss_cls: 3.5592, loss: 3.5592, grad_norm: 0.9254 2020-07-22 21:47:35,633 - mmaction - INFO - Epoch [26][100/940] lr: 5.860e-01, eta: 2 days, 13:59:29, time: 0.723, data_time: 0.004, memory: 9444, top1_acc: 0.2420, top5_acc: 0.4771, loss_cls: 3.6038, loss: 3.6038, grad_norm: 0.9457 2020-07-22 21:47:51,432 - mmaction - INFO - Epoch [26][120/940] lr: 5.860e-01, eta: 2 days, 13:58:24, time: 0.789, data_time: 0.003, memory: 9444, top1_acc: 0.2402, top5_acc: 0.4842, loss_cls: 3.5866, loss: 3.5866, grad_norm: 0.9206 2020-07-22 21:48:08,589 - mmaction - INFO - Epoch [26][140/940] lr: 5.860e-01, eta: 2 days, 13:57:33, time: 0.859, data_time: 0.004, memory: 9444, top1_acc: 0.2428, top5_acc: 0.4787, loss_cls: 3.6075, loss: 3.6075, grad_norm: 0.9290 2020-07-22 21:48:21,423 - mmaction - INFO - Epoch [26][160/940] lr: 5.860e-01, eta: 2 days, 13:56:01, time: 0.641, data_time: 0.003, memory: 9444, top1_acc: 0.2396, top5_acc: 0.4785, loss_cls: 3.6362, loss: 3.6362, grad_norm: 0.9148 2020-07-22 21:48:35,485 - mmaction - INFO - Epoch [26][180/940] lr: 5.860e-01, eta: 2 days, 13:54:41, time: 0.704, data_time: 0.004, memory: 9444, top1_acc: 0.2410, top5_acc: 0.4941, loss_cls: 3.5561, loss: 3.5561, grad_norm: 0.9375 2020-07-22 21:48:55,181 - mmaction - INFO - Epoch [26][200/940] lr: 5.860e-01, eta: 2 days, 13:54:13, time: 0.984, data_time: 0.004, memory: 9444, top1_acc: 0.2313, top5_acc: 0.4803, loss_cls: 3.5959, loss: 3.5959, grad_norm: 0.9415 2020-07-22 21:49:09,802 - mmaction - INFO - Epoch [26][220/940] lr: 5.860e-01, eta: 2 days, 13:52:58, time: 0.732, data_time: 0.005, memory: 9444, top1_acc: 0.2342, top5_acc: 0.4688, loss_cls: 3.6253, loss: 3.6253, grad_norm: 0.9208 2020-07-22 21:49:25,952 - mmaction - INFO - Epoch [26][240/940] lr: 5.860e-01, eta: 2 days, 13:51:58, time: 0.807, data_time: 0.003, memory: 9444, top1_acc: 0.2377, top5_acc: 0.4748, loss_cls: 3.6047, loss: 3.6047, grad_norm: 0.9164 2020-07-22 21:49:41,608 - mmaction - INFO - Epoch [26][260/940] lr: 5.860e-01, eta: 2 days, 13:50:52, time: 0.782, data_time: 0.004, memory: 9444, top1_acc: 0.2406, top5_acc: 0.4838, loss_cls: 3.5991, loss: 3.5991, grad_norm: 0.9125 2020-07-22 21:49:56,114 - mmaction - INFO - Epoch [26][280/940] lr: 5.860e-01, eta: 2 days, 13:49:37, time: 0.726, data_time: 0.005, memory: 9444, top1_acc: 0.2365, top5_acc: 0.4727, loss_cls: 3.6357, loss: 3.6357, grad_norm: 0.9117 2020-07-22 21:50:09,755 - mmaction - INFO - Epoch [26][300/940] lr: 5.860e-01, eta: 2 days, 13:48:14, time: 0.682, data_time: 0.003, memory: 9444, top1_acc: 0.2393, top5_acc: 0.4844, loss_cls: 3.5759, loss: 3.5759, grad_norm: 0.9380 2020-07-22 21:50:24,607 - mmaction - INFO - Epoch [26][320/940] lr: 5.860e-01, eta: 2 days, 13:47:02, time: 0.742, data_time: 0.003, memory: 9444, top1_acc: 0.2305, top5_acc: 0.4705, loss_cls: 3.6505, loss: 3.6505, grad_norm: 0.9444 2020-07-22 21:50:39,236 - mmaction - INFO - Epoch [26][340/940] lr: 5.860e-01, eta: 2 days, 13:45:48, time: 0.733, data_time: 0.004, memory: 9444, top1_acc: 0.2328, top5_acc: 0.4787, loss_cls: 3.6304, loss: 3.6304, grad_norm: 0.9282 2020-07-22 21:50:54,246 - mmaction - INFO - Epoch [26][360/940] lr: 5.860e-01, eta: 2 days, 13:44:37, time: 0.750, data_time: 0.002, memory: 9444, top1_acc: 0.2389, top5_acc: 0.4809, loss_cls: 3.5949, loss: 3.5949, grad_norm: 0.9007 2020-07-22 21:51:08,364 - mmaction - INFO - Epoch [26][380/940] lr: 5.860e-01, eta: 2 days, 13:43:19, time: 0.705, data_time: 0.001, memory: 9444, top1_acc: 0.2363, top5_acc: 0.4861, loss_cls: 3.5924, loss: 3.5924, grad_norm: 0.9333 2020-07-22 21:51:22,437 - mmaction - INFO - Epoch [26][400/940] lr: 5.860e-01, eta: 2 days, 13:42:00, time: 0.705, data_time: 0.023, memory: 9444, top1_acc: 0.2371, top5_acc: 0.4814, loss_cls: 3.5932, loss: 3.5932, grad_norm: 0.9382 2020-07-22 21:51:39,685 - mmaction - INFO - Epoch [26][420/940] lr: 5.860e-01, eta: 2 days, 13:41:10, time: 0.862, data_time: 0.002, memory: 9444, top1_acc: 0.2311, top5_acc: 0.4664, loss_cls: 3.6776, loss: 3.6776, grad_norm: 0.9173 2020-07-22 21:51:52,677 - mmaction - INFO - Epoch [26][440/940] lr: 5.860e-01, eta: 2 days, 13:39:41, time: 0.650, data_time: 0.003, memory: 9444, top1_acc: 0.2305, top5_acc: 0.4766, loss_cls: 3.6164, loss: 3.6164, grad_norm: 0.9205 2020-07-22 21:52:08,938 - mmaction - INFO - Epoch [26][460/940] lr: 5.860e-01, eta: 2 days, 13:38:43, time: 0.814, data_time: 0.003, memory: 9444, top1_acc: 0.2330, top5_acc: 0.4758, loss_cls: 3.6027, loss: 3.6027, grad_norm: 0.9395 2020-07-22 21:52:23,301 - mmaction - INFO - Epoch [26][480/940] lr: 5.860e-01, eta: 2 days, 13:37:27, time: 0.717, data_time: 0.003, memory: 9444, top1_acc: 0.2363, top5_acc: 0.4783, loss_cls: 3.5662, loss: 3.5662, grad_norm: 0.9501 2020-07-22 21:52:37,915 - mmaction - INFO - Epoch [26][500/940] lr: 5.860e-01, eta: 2 days, 13:36:14, time: 0.731, data_time: 0.003, memory: 9444, top1_acc: 0.2283, top5_acc: 0.4719, loss_cls: 3.6503, loss: 3.6503, grad_norm: 0.9279 2020-07-22 21:52:52,314 - mmaction - INFO - Epoch [26][520/940] lr: 5.860e-01, eta: 2 days, 13:34:58, time: 0.720, data_time: 0.003, memory: 9444, top1_acc: 0.2414, top5_acc: 0.4828, loss_cls: 3.5905, loss: 3.5905, grad_norm: 0.9095 2020-07-22 21:53:09,863 - mmaction - INFO - Epoch [26][540/940] lr: 5.860e-01, eta: 2 days, 13:34:11, time: 0.877, data_time: 0.004, memory: 9444, top1_acc: 0.2465, top5_acc: 0.4930, loss_cls: 3.5597, loss: 3.5597, grad_norm: 0.9230 2020-07-22 21:53:23,482 - mmaction - INFO - Epoch [26][560/940] lr: 5.860e-01, eta: 2 days, 13:32:49, time: 0.680, data_time: 0.006, memory: 9444, top1_acc: 0.2359, top5_acc: 0.4791, loss_cls: 3.6008, loss: 3.6008, grad_norm: 0.9381 2020-07-22 21:53:38,879 - mmaction - INFO - Epoch [26][580/940] lr: 5.860e-01, eta: 2 days, 13:31:43, time: 0.771, data_time: 0.005, memory: 9444, top1_acc: 0.2287, top5_acc: 0.4664, loss_cls: 3.6599, loss: 3.6599, grad_norm: 0.9152 2020-07-22 21:53:52,682 - mmaction - INFO - Epoch [26][600/940] lr: 5.860e-01, eta: 2 days, 13:30:23, time: 0.686, data_time: 0.003, memory: 9444, top1_acc: 0.2455, top5_acc: 0.4902, loss_cls: 3.5578, loss: 3.5578, grad_norm: 0.9308 2020-07-22 21:54:12,516 - mmaction - INFO - Epoch [26][620/940] lr: 5.860e-01, eta: 2 days, 13:29:57, time: 0.995, data_time: 0.006, memory: 9444, top1_acc: 0.2266, top5_acc: 0.4682, loss_cls: 3.6613, loss: 3.6613, grad_norm: 0.9435 2020-07-22 21:54:27,135 - mmaction - INFO - Epoch [26][640/940] lr: 5.860e-01, eta: 2 days, 13:28:44, time: 0.730, data_time: 0.003, memory: 9444, top1_acc: 0.2412, top5_acc: 0.4752, loss_cls: 3.6162, loss: 3.6162, grad_norm: 0.9041 2020-07-22 21:54:40,613 - mmaction - INFO - Epoch [26][660/940] lr: 5.860e-01, eta: 2 days, 13:27:21, time: 0.674, data_time: 0.003, memory: 9444, top1_acc: 0.2428, top5_acc: 0.4855, loss_cls: 3.5918, loss: 3.5918, grad_norm: 0.9147 2020-07-22 21:54:56,434 - mmaction - INFO - Epoch [26][680/940] lr: 5.860e-01, eta: 2 days, 13:26:20, time: 0.791, data_time: 0.003, memory: 9444, top1_acc: 0.2453, top5_acc: 0.4795, loss_cls: 3.5757, loss: 3.5757, grad_norm: 0.9287 2020-07-22 21:55:10,892 - mmaction - INFO - Epoch [26][700/940] lr: 5.860e-01, eta: 2 days, 13:25:05, time: 0.719, data_time: 0.002, memory: 9444, top1_acc: 0.2266, top5_acc: 0.4783, loss_cls: 3.5959, loss: 3.5959, grad_norm: 0.9261 2020-07-22 21:55:26,796 - mmaction - INFO - Epoch [26][720/940] lr: 5.860e-01, eta: 2 days, 13:24:05, time: 0.799, data_time: 0.006, memory: 9444, top1_acc: 0.2369, top5_acc: 0.4740, loss_cls: 3.6311, loss: 3.6311, grad_norm: 0.9251 2020-07-22 21:55:41,541 - mmaction - INFO - Epoch [26][740/940] lr: 5.860e-01, eta: 2 days, 13:22:54, time: 0.736, data_time: 0.003, memory: 9444, top1_acc: 0.2473, top5_acc: 0.4828, loss_cls: 3.6015, loss: 3.6015, grad_norm: 0.9153 2020-07-22 21:55:56,998 - mmaction - INFO - Epoch [26][760/940] lr: 5.860e-01, eta: 2 days, 13:21:49, time: 0.772, data_time: 0.004, memory: 9444, top1_acc: 0.2283, top5_acc: 0.4615, loss_cls: 3.6549, loss: 3.6549, grad_norm: 0.9197 2020-07-22 21:56:11,656 - mmaction - INFO - Epoch [26][780/940] lr: 5.860e-01, eta: 2 days, 13:20:37, time: 0.734, data_time: 0.004, memory: 9444, top1_acc: 0.2424, top5_acc: 0.4779, loss_cls: 3.6081, loss: 3.6081, grad_norm: 0.9342 2020-07-22 21:56:25,942 - mmaction - INFO - Epoch [26][800/940] lr: 5.860e-01, eta: 2 days, 13:19:22, time: 0.714, data_time: 0.011, memory: 9444, top1_acc: 0.2318, top5_acc: 0.4729, loss_cls: 3.6322, loss: 3.6322, grad_norm: 0.9425 2020-07-22 21:56:41,505 - mmaction - INFO - Epoch [26][820/940] lr: 5.860e-01, eta: 2 days, 13:18:19, time: 0.778, data_time: 0.005, memory: 9444, top1_acc: 0.2334, top5_acc: 0.4713, loss_cls: 3.6465, loss: 3.6465, grad_norm: 0.9003 2020-07-22 21:56:57,157 - mmaction - INFO - Epoch [26][840/940] lr: 5.860e-01, eta: 2 days, 13:17:16, time: 0.782, data_time: 0.003, memory: 9444, top1_acc: 0.2447, top5_acc: 0.4885, loss_cls: 3.5882, loss: 3.5882, grad_norm: 0.9193 2020-07-22 21:57:11,966 - mmaction - INFO - Epoch [26][860/940] lr: 5.860e-01, eta: 2 days, 13:16:06, time: 0.740, data_time: 0.009, memory: 9444, top1_acc: 0.2475, top5_acc: 0.4848, loss_cls: 3.5755, loss: 3.5755, grad_norm: 0.9227 2020-07-22 21:57:32,652 - mmaction - INFO - Epoch [26][880/940] lr: 5.860e-01, eta: 2 days, 13:15:48, time: 1.033, data_time: 0.015, memory: 9444, top1_acc: 0.2441, top5_acc: 0.4799, loss_cls: 3.5690, loss: 3.5690, grad_norm: 0.9111 2020-07-22 21:57:50,414 - mmaction - INFO - Epoch [26][900/940] lr: 5.860e-01, eta: 2 days, 13:15:04, time: 0.889, data_time: 0.018, memory: 9444, top1_acc: 0.2385, top5_acc: 0.4719, loss_cls: 3.6186, loss: 3.6186, grad_norm: 0.9150 2020-07-22 21:58:08,141 - mmaction - INFO - Epoch [26][920/940] lr: 5.860e-01, eta: 2 days, 13:14:20, time: 0.887, data_time: 0.005, memory: 9444, top1_acc: 0.2408, top5_acc: 0.4742, loss_cls: 3.6361, loss: 3.6361, grad_norm: 0.9110 2020-07-22 21:58:20,486 - mmaction - INFO - Epoch [26][940/940] lr: 5.860e-01, eta: 2 days, 13:12:49, time: 0.618, data_time: 0.004, memory: 9444, top1_acc: 0.2321, top5_acc: 0.4752, loss_cls: 3.6567, loss: 3.6567, grad_norm: 0.9379 2020-07-22 22:01:41,067 - mmaction - INFO - Epoch [27][20/940] lr: 5.849e-01, eta: 2 days, 13:38:07, time: 9.724, data_time: 8.750, memory: 9444, top1_acc: 0.2500, top5_acc: 0.4865, loss_cls: 3.5648, loss: 3.5648, grad_norm: 0.9234 2020-07-22 22:01:55,074 - mmaction - INFO - Epoch [27][40/940] lr: 5.849e-01, eta: 2 days, 13:36:49, time: 0.701, data_time: 0.004, memory: 9444, top1_acc: 0.2498, top5_acc: 0.4881, loss_cls: 3.5498, loss: 3.5498, grad_norm: 0.9260 2020-07-22 22:02:10,174 - mmaction - INFO - Epoch [27][60/940] lr: 5.849e-01, eta: 2 days, 13:35:41, time: 0.757, data_time: 0.004, memory: 9444, top1_acc: 0.2465, top5_acc: 0.4922, loss_cls: 3.5782, loss: 3.5782, grad_norm: 0.9243 2020-07-22 22:02:26,637 - mmaction - INFO - Epoch [27][80/940] lr: 5.849e-01, eta: 2 days, 13:34:45, time: 0.822, data_time: 0.001, memory: 9444, top1_acc: 0.2453, top5_acc: 0.4949, loss_cls: 3.5384, loss: 3.5384, grad_norm: 0.9394 2020-07-22 22:02:40,811 - mmaction - INFO - Epoch [27][100/940] lr: 5.849e-01, eta: 2 days, 13:33:29, time: 0.710, data_time: 0.004, memory: 9444, top1_acc: 0.2322, top5_acc: 0.4742, loss_cls: 3.6485, loss: 3.6485, grad_norm: 0.9456 2020-07-22 22:02:55,918 - mmaction - INFO - Epoch [27][120/940] lr: 5.849e-01, eta: 2 days, 13:32:20, time: 0.754, data_time: 0.003, memory: 9444, top1_acc: 0.2354, top5_acc: 0.4805, loss_cls: 3.6057, loss: 3.6057, grad_norm: 0.9147 2020-07-22 22:03:11,267 - mmaction - INFO - Epoch [27][140/940] lr: 5.849e-01, eta: 2 days, 13:31:15, time: 0.768, data_time: 0.003, memory: 9444, top1_acc: 0.2436, top5_acc: 0.4773, loss_cls: 3.5781, loss: 3.5781, grad_norm: 0.9267 2020-07-22 22:03:25,573 - mmaction - INFO - Epoch [27][160/940] lr: 5.849e-01, eta: 2 days, 13:30:00, time: 0.715, data_time: 0.001, memory: 9444, top1_acc: 0.2408, top5_acc: 0.4820, loss_cls: 3.5987, loss: 3.5987, grad_norm: 0.9101 2020-07-22 22:03:40,202 - mmaction - INFO - Epoch [27][180/940] lr: 5.849e-01, eta: 2 days, 13:28:48, time: 0.731, data_time: 0.003, memory: 9444, top1_acc: 0.2340, top5_acc: 0.4754, loss_cls: 3.6171, loss: 3.6171, grad_norm: 0.9310 2020-07-22 22:03:54,773 - mmaction - INFO - Epoch [27][200/940] lr: 5.849e-01, eta: 2 days, 13:27:35, time: 0.728, data_time: 0.003, memory: 9444, top1_acc: 0.2443, top5_acc: 0.4779, loss_cls: 3.6058, loss: 3.6058, grad_norm: 0.9292 2020-07-22 22:04:13,172 - mmaction - INFO - Epoch [27][220/940] lr: 5.849e-01, eta: 2 days, 13:26:56, time: 0.919, data_time: 0.003, memory: 9444, top1_acc: 0.2338, top5_acc: 0.4742, loss_cls: 3.6179, loss: 3.6179, grad_norm: 0.9232 2020-07-22 22:04:28,371 - mmaction - INFO - Epoch [27][240/940] lr: 5.849e-01, eta: 2 days, 13:25:50, time: 0.762, data_time: 0.003, memory: 9444, top1_acc: 0.2363, top5_acc: 0.4889, loss_cls: 3.5686, loss: 3.5686, grad_norm: 0.9377 2020-07-22 22:04:43,013 - mmaction - INFO - Epoch [27][260/940] lr: 5.849e-01, eta: 2 days, 13:24:38, time: 0.731, data_time: 0.003, memory: 9444, top1_acc: 0.2381, top5_acc: 0.4713, loss_cls: 3.6084, loss: 3.6084, grad_norm: 0.9217 2020-07-22 22:05:01,432 - mmaction - INFO - Epoch [27][280/940] lr: 5.849e-01, eta: 2 days, 13:24:00, time: 0.921, data_time: 0.003, memory: 9444, top1_acc: 0.2346, top5_acc: 0.4719, loss_cls: 3.6055, loss: 3.6055, grad_norm: 0.9262 2020-07-22 22:05:15,697 - mmaction - INFO - Epoch [27][300/940] lr: 5.849e-01, eta: 2 days, 13:22:45, time: 0.714, data_time: 0.004, memory: 9444, top1_acc: 0.2414, top5_acc: 0.4896, loss_cls: 3.5708, loss: 3.5708, grad_norm: 0.9358 2020-07-22 22:05:32,399 - mmaction - INFO - Epoch [27][320/940] lr: 5.849e-01, eta: 2 days, 13:21:52, time: 0.835, data_time: 0.004, memory: 9444, top1_acc: 0.2404, top5_acc: 0.4840, loss_cls: 3.5821, loss: 3.5821, grad_norm: 0.9149 2020-07-22 22:05:46,748 - mmaction - INFO - Epoch [27][340/940] lr: 5.849e-01, eta: 2 days, 13:20:38, time: 0.716, data_time: 0.002, memory: 9444, top1_acc: 0.2420, top5_acc: 0.4865, loss_cls: 3.5936, loss: 3.5936, grad_norm: 0.9173 2020-07-22 22:06:01,999 - mmaction - INFO - Epoch [27][360/940] lr: 5.849e-01, eta: 2 days, 13:19:32, time: 0.764, data_time: 0.004, memory: 9444, top1_acc: 0.2236, top5_acc: 0.4654, loss_cls: 3.6656, loss: 3.6656, grad_norm: 0.9268 2020-07-22 22:06:16,407 - mmaction - INFO - Epoch [27][380/940] lr: 5.849e-01, eta: 2 days, 13:18:19, time: 0.720, data_time: 0.005, memory: 9444, top1_acc: 0.2473, top5_acc: 0.4840, loss_cls: 3.5805, loss: 3.5805, grad_norm: 0.9058 2020-07-22 22:06:31,533 - mmaction - INFO - Epoch [27][400/940] lr: 5.849e-01, eta: 2 days, 13:17:12, time: 0.757, data_time: 0.003, memory: 9444, top1_acc: 0.2535, top5_acc: 0.4943, loss_cls: 3.5552, loss: 3.5552, grad_norm: 0.9362 2020-07-22 22:06:46,275 - mmaction - INFO - Epoch [27][420/940] lr: 5.849e-01, eta: 2 days, 13:16:02, time: 0.737, data_time: 0.003, memory: 9444, top1_acc: 0.2439, top5_acc: 0.4785, loss_cls: 3.6147, loss: 3.6147, grad_norm: 0.9052 2020-07-22 22:07:03,427 - mmaction - INFO - Epoch [27][440/940] lr: 5.849e-01, eta: 2 days, 13:15:13, time: 0.857, data_time: 0.004, memory: 9444, top1_acc: 0.2420, top5_acc: 0.4895, loss_cls: 3.5856, loss: 3.5856, grad_norm: 0.9307 2020-07-22 22:07:17,547 - mmaction - INFO - Epoch [27][460/940] lr: 5.849e-01, eta: 2 days, 13:13:58, time: 0.708, data_time: 0.003, memory: 9444, top1_acc: 0.2461, top5_acc: 0.4846, loss_cls: 3.5895, loss: 3.5895, grad_norm: 0.9377 2020-07-22 22:07:31,317 - mmaction - INFO - Epoch [27][480/940] lr: 5.849e-01, eta: 2 days, 13:12:40, time: 0.688, data_time: 0.004, memory: 9444, top1_acc: 0.2475, top5_acc: 0.4936, loss_cls: 3.5575, loss: 3.5575, grad_norm: 0.9451 2020-07-22 22:07:46,907 - mmaction - INFO - Epoch [27][500/940] lr: 5.849e-01, eta: 2 days, 13:11:38, time: 0.779, data_time: 0.003, memory: 9444, top1_acc: 0.2404, top5_acc: 0.4748, loss_cls: 3.6375, loss: 3.6375, grad_norm: 0.9293 2020-07-22 22:08:01,031 - mmaction - INFO - Epoch [27][520/940] lr: 5.849e-01, eta: 2 days, 13:10:23, time: 0.707, data_time: 0.006, memory: 9444, top1_acc: 0.2238, top5_acc: 0.4676, loss_cls: 3.6525, loss: 3.6525, grad_norm: 0.9489 2020-07-22 22:08:15,872 - mmaction - INFO - Epoch [27][540/940] lr: 5.849e-01, eta: 2 days, 13:09:14, time: 0.742, data_time: 0.003, memory: 9444, top1_acc: 0.2488, top5_acc: 0.4939, loss_cls: 3.5529, loss: 3.5529, grad_norm: 0.9159 2020-07-22 22:08:32,298 - mmaction - INFO - Epoch [27][560/940] lr: 5.849e-01, eta: 2 days, 13:08:20, time: 0.822, data_time: 0.002, memory: 9444, top1_acc: 0.2348, top5_acc: 0.4746, loss_cls: 3.6225, loss: 3.6225, grad_norm: 0.9204 2020-07-22 22:08:46,687 - mmaction - INFO - Epoch [27][580/940] lr: 5.849e-01, eta: 2 days, 13:07:05, time: 0.708, data_time: 0.003, memory: 9444, top1_acc: 0.2297, top5_acc: 0.4818, loss_cls: 3.6372, loss: 3.6372, grad_norm: 0.9283 2020-07-22 22:09:00,314 - mmaction - INFO - Epoch [27][600/940] lr: 5.849e-01, eta: 2 days, 13:05:48, time: 0.693, data_time: 0.014, memory: 9444, top1_acc: 0.2354, top5_acc: 0.4799, loss_cls: 3.6401, loss: 3.6401, grad_norm: 0.9170 2020-07-22 22:09:13,169 - mmaction - INFO - Epoch [27][620/940] lr: 5.849e-01, eta: 2 days, 13:04:23, time: 0.641, data_time: 0.002, memory: 9444, top1_acc: 0.2471, top5_acc: 0.4875, loss_cls: 3.5822, loss: 3.5822, grad_norm: 0.9306 2020-07-22 22:09:28,174 - mmaction - INFO - Epoch [27][640/940] lr: 5.849e-01, eta: 2 days, 13:03:16, time: 0.750, data_time: 0.006, memory: 9444, top1_acc: 0.2529, top5_acc: 0.4820, loss_cls: 3.5584, loss: 3.5584, grad_norm: 0.9281 2020-07-22 22:09:43,191 - mmaction - INFO - Epoch [27][660/940] lr: 5.849e-01, eta: 2 days, 13:02:10, time: 0.753, data_time: 0.008, memory: 9444, top1_acc: 0.2334, top5_acc: 0.4723, loss_cls: 3.6331, loss: 3.6331, grad_norm: 0.9465 2020-07-22 22:09:58,795 - mmaction - INFO - Epoch [27][680/940] lr: 5.849e-01, eta: 2 days, 13:01:08, time: 0.779, data_time: 0.006, memory: 9444, top1_acc: 0.2184, top5_acc: 0.4541, loss_cls: 3.6739, loss: 3.6739, grad_norm: 0.9276 2020-07-22 22:10:14,346 - mmaction - INFO - Epoch [27][700/940] lr: 5.849e-01, eta: 2 days, 13:00:06, time: 0.776, data_time: 0.003, memory: 9444, top1_acc: 0.2502, top5_acc: 0.4936, loss_cls: 3.5558, loss: 3.5558, grad_norm: 0.9104 2020-07-22 22:10:29,298 - mmaction - INFO - Epoch [27][720/940] lr: 5.849e-01, eta: 2 days, 12:59:00, time: 0.749, data_time: 0.004, memory: 9444, top1_acc: 0.2389, top5_acc: 0.4707, loss_cls: 3.6509, loss: 3.6509, grad_norm: 0.9362 2020-07-22 22:10:43,991 - mmaction - INFO - Epoch [27][740/940] lr: 5.849e-01, eta: 2 days, 12:57:50, time: 0.734, data_time: 0.003, memory: 9444, top1_acc: 0.2457, top5_acc: 0.4813, loss_cls: 3.5982, loss: 3.5982, grad_norm: 0.9239 2020-07-22 22:10:57,838 - mmaction - INFO - Epoch [27][760/940] lr: 5.849e-01, eta: 2 days, 12:56:34, time: 0.693, data_time: 0.003, memory: 9444, top1_acc: 0.2414, top5_acc: 0.4893, loss_cls: 3.5873, loss: 3.5873, grad_norm: 0.9430 2020-07-22 22:11:11,744 - mmaction - INFO - Epoch [27][780/940] lr: 5.849e-01, eta: 2 days, 12:55:19, time: 0.695, data_time: 0.003, memory: 9444, top1_acc: 0.2332, top5_acc: 0.4928, loss_cls: 3.5755, loss: 3.5755, grad_norm: 0.9426 2020-07-22 22:11:27,345 - mmaction - INFO - Epoch [27][800/940] lr: 5.849e-01, eta: 2 days, 12:54:17, time: 0.778, data_time: 0.004, memory: 9444, top1_acc: 0.2375, top5_acc: 0.4844, loss_cls: 3.6014, loss: 3.6014, grad_norm: 0.9226 2020-07-22 22:11:44,102 - mmaction - INFO - Epoch [27][820/940] lr: 5.849e-01, eta: 2 days, 12:53:27, time: 0.840, data_time: 0.005, memory: 9444, top1_acc: 0.2391, top5_acc: 0.4814, loss_cls: 3.5985, loss: 3.5985, grad_norm: 0.9302 2020-07-22 22:11:59,358 - mmaction - INFO - Epoch [27][840/940] lr: 5.849e-01, eta: 2 days, 12:52:23, time: 0.761, data_time: 0.003, memory: 9444, top1_acc: 0.2303, top5_acc: 0.4730, loss_cls: 3.6615, loss: 3.6615, grad_norm: 0.9264 2020-07-22 22:12:15,147 - mmaction - INFO - Epoch [27][860/940] lr: 5.849e-01, eta: 2 days, 12:51:24, time: 0.792, data_time: 0.005, memory: 9444, top1_acc: 0.2398, top5_acc: 0.4770, loss_cls: 3.6405, loss: 3.6405, grad_norm: 0.9434 2020-07-22 22:12:28,580 - mmaction - INFO - Epoch [27][880/940] lr: 5.849e-01, eta: 2 days, 12:50:05, time: 0.670, data_time: 0.003, memory: 9444, top1_acc: 0.2355, top5_acc: 0.4766, loss_cls: 3.6130, loss: 3.6130, grad_norm: 0.9138 2020-07-22 22:12:43,108 - mmaction - INFO - Epoch [27][900/940] lr: 5.849e-01, eta: 2 days, 12:48:55, time: 0.727, data_time: 0.004, memory: 9444, top1_acc: 0.2395, top5_acc: 0.4963, loss_cls: 3.5831, loss: 3.5831, grad_norm: 0.9359 2020-07-22 22:12:55,952 - mmaction - INFO - Epoch [27][920/940] lr: 5.849e-01, eta: 2 days, 12:47:31, time: 0.643, data_time: 0.004, memory: 9444, top1_acc: 0.2412, top5_acc: 0.4840, loss_cls: 3.5867, loss: 3.5867, grad_norm: 0.9155 2020-07-22 22:13:10,576 - mmaction - INFO - Epoch [27][940/940] lr: 5.849e-01, eta: 2 days, 12:46:22, time: 0.730, data_time: 0.002, memory: 9444, top1_acc: 0.2315, top5_acc: 0.4752, loss_cls: 3.6463, loss: 3.6463, grad_norm: 0.9361 2020-07-22 22:15:41,228 - mmaction - INFO - Epoch [28][20/940] lr: 5.837e-01, eta: 2 days, 13:03:06, time: 7.059, data_time: 6.079, memory: 9444, top1_acc: 0.2418, top5_acc: 0.4732, loss_cls: 3.6486, loss: 3.6486, grad_norm: 0.9392 2020-07-22 22:15:56,889 - mmaction - INFO - Epoch [28][40/940] lr: 5.837e-01, eta: 2 days, 13:02:07, time: 0.796, data_time: 0.027, memory: 9444, top1_acc: 0.2461, top5_acc: 0.4924, loss_cls: 3.5762, loss: 3.5762, grad_norm: 0.9321 2020-07-22 22:16:12,068 - mmaction - INFO - Epoch [28][60/940] lr: 5.837e-01, eta: 2 days, 13:01:02, time: 0.758, data_time: 0.004, memory: 9444, top1_acc: 0.2268, top5_acc: 0.4748, loss_cls: 3.6074, loss: 3.6074, grad_norm: 0.9202 2020-07-22 22:16:49,092 - mmaction - INFO - Epoch [28][80/940] lr: 5.837e-01, eta: 2 days, 13:03:03, time: 1.852, data_time: 0.004, memory: 9444, top1_acc: 0.2516, top5_acc: 0.4832, loss_cls: 3.5768, loss: 3.5768, grad_norm: 0.9293 2020-07-22 22:17:02,901 - mmaction - INFO - Epoch [28][100/940] lr: 5.837e-01, eta: 2 days, 13:01:46, time: 0.690, data_time: 0.003, memory: 9444, top1_acc: 0.2391, top5_acc: 0.4867, loss_cls: 3.6064, loss: 3.6064, grad_norm: 0.9384 2020-07-22 22:17:16,301 - mmaction - INFO - Epoch [28][120/940] lr: 5.837e-01, eta: 2 days, 13:00:26, time: 0.670, data_time: 0.003, memory: 9444, top1_acc: 0.2410, top5_acc: 0.4934, loss_cls: 3.5696, loss: 3.5696, grad_norm: 0.9390 2020-07-22 22:17:33,419 - mmaction - INFO - Epoch [28][140/940] lr: 5.837e-01, eta: 2 days, 12:59:38, time: 0.856, data_time: 0.003, memory: 9444, top1_acc: 0.2385, top5_acc: 0.4824, loss_cls: 3.5768, loss: 3.5768, grad_norm: 0.9588 2020-07-22 22:17:47,306 - mmaction - INFO - Epoch [28][160/940] lr: 5.837e-01, eta: 2 days, 12:58:23, time: 0.694, data_time: 0.004, memory: 9444, top1_acc: 0.2342, top5_acc: 0.4764, loss_cls: 3.6075, loss: 3.6075, grad_norm: 0.9297 2020-07-22 22:18:02,549 - mmaction - INFO - Epoch [28][180/940] lr: 5.837e-01, eta: 2 days, 12:57:19, time: 0.761, data_time: 0.003, memory: 9444, top1_acc: 0.2318, top5_acc: 0.4766, loss_cls: 3.6319, loss: 3.6319, grad_norm: 0.9239 2020-07-22 22:18:17,450 - mmaction - INFO - Epoch [28][200/940] lr: 5.837e-01, eta: 2 days, 12:56:12, time: 0.746, data_time: 0.005, memory: 9444, top1_acc: 0.2369, top5_acc: 0.4768, loss_cls: 3.6027, loss: 3.6027, grad_norm: 0.9368 2020-07-22 22:18:31,665 - mmaction - INFO - Epoch [28][220/940] lr: 5.837e-01, eta: 2 days, 12:55:00, time: 0.711, data_time: 0.002, memory: 9444, top1_acc: 0.2389, top5_acc: 0.4775, loss_cls: 3.6206, loss: 3.6206, grad_norm: 0.9310 2020-07-22 22:18:48,339 - mmaction - INFO - Epoch [28][240/940] lr: 5.837e-01, eta: 2 days, 12:54:07, time: 0.828, data_time: 0.004, memory: 9444, top1_acc: 0.2340, top5_acc: 0.4832, loss_cls: 3.5800, loss: 3.5800, grad_norm: 0.9489 2020-07-22 22:19:03,396 - mmaction - INFO - Epoch [28][260/940] lr: 5.837e-01, eta: 2 days, 12:53:03, time: 0.757, data_time: 0.012, memory: 9444, top1_acc: 0.2324, top5_acc: 0.4805, loss_cls: 3.6243, loss: 3.6243, grad_norm: 0.9349 2020-07-22 22:19:17,718 - mmaction - INFO - Epoch [28][280/940] lr: 5.837e-01, eta: 2 days, 12:51:52, time: 0.718, data_time: 0.004, memory: 9444, top1_acc: 0.2441, top5_acc: 0.4811, loss_cls: 3.5747, loss: 3.5747, grad_norm: 0.9340 2020-07-22 22:19:32,624 - mmaction - INFO - Epoch [28][300/940] lr: 5.837e-01, eta: 2 days, 12:50:45, time: 0.743, data_time: 0.003, memory: 9444, top1_acc: 0.2340, top5_acc: 0.4789, loss_cls: 3.6028, loss: 3.6028, grad_norm: 0.9179 2020-07-22 22:19:47,464 - mmaction - INFO - Epoch [28][320/940] lr: 5.837e-01, eta: 2 days, 12:49:39, time: 0.744, data_time: 0.005, memory: 9444, top1_acc: 0.2420, top5_acc: 0.4867, loss_cls: 3.5723, loss: 3.5723, grad_norm: 0.9301 2020-07-22 22:20:02,329 - mmaction - INFO - Epoch [28][340/940] lr: 5.837e-01, eta: 2 days, 12:48:33, time: 0.744, data_time: 0.002, memory: 9444, top1_acc: 0.2488, top5_acc: 0.4908, loss_cls: 3.5409, loss: 3.5409, grad_norm: 0.9407 2020-07-22 22:20:17,308 - mmaction - INFO - Epoch [28][360/940] lr: 5.837e-01, eta: 2 days, 12:47:27, time: 0.748, data_time: 0.002, memory: 9444, top1_acc: 0.2455, top5_acc: 0.4914, loss_cls: 3.5521, loss: 3.5521, grad_norm: 0.9284 2020-07-22 22:20:31,466 - mmaction - INFO - Epoch [28][380/940] lr: 5.837e-01, eta: 2 days, 12:46:15, time: 0.708, data_time: 0.004, memory: 9444, top1_acc: 0.2471, top5_acc: 0.4900, loss_cls: 3.5751, loss: 3.5751, grad_norm: 0.9352 2020-07-22 22:20:47,269 - mmaction - INFO - Epoch [28][400/940] lr: 5.837e-01, eta: 2 days, 12:45:17, time: 0.790, data_time: 0.002, memory: 9444, top1_acc: 0.2508, top5_acc: 0.5002, loss_cls: 3.5291, loss: 3.5291, grad_norm: 0.9414 2020-07-22 22:21:01,577 - mmaction - INFO - Epoch [28][420/940] lr: 5.837e-01, eta: 2 days, 12:44:06, time: 0.716, data_time: 0.002, memory: 9444, top1_acc: 0.2285, top5_acc: 0.4689, loss_cls: 3.6402, loss: 3.6402, grad_norm: 0.9362 2020-07-22 22:21:17,637 - mmaction - INFO - Epoch [28][440/940] lr: 5.837e-01, eta: 2 days, 12:43:10, time: 0.801, data_time: 0.008, memory: 9444, top1_acc: 0.2520, top5_acc: 0.4936, loss_cls: 3.5422, loss: 3.5422, grad_norm: 0.9310 2020-07-22 22:21:32,658 - mmaction - INFO - Epoch [28][460/940] lr: 5.837e-01, eta: 2 days, 12:42:05, time: 0.753, data_time: 0.004, memory: 9444, top1_acc: 0.2422, top5_acc: 0.4879, loss_cls: 3.5850, loss: 3.5850, grad_norm: 0.9308 2020-07-22 22:21:46,712 - mmaction - INFO - Epoch [28][480/940] lr: 5.837e-01, eta: 2 days, 12:40:53, time: 0.702, data_time: 0.002, memory: 9444, top1_acc: 0.2463, top5_acc: 0.4969, loss_cls: 3.5542, loss: 3.5542, grad_norm: 0.9438 2020-07-22 22:22:00,299 - mmaction - INFO - Epoch [28][500/940] lr: 5.837e-01, eta: 2 days, 12:39:36, time: 0.680, data_time: 0.004, memory: 9444, top1_acc: 0.2369, top5_acc: 0.4818, loss_cls: 3.6030, loss: 3.6030, grad_norm: 0.9380 2020-07-22 22:22:16,628 - mmaction - INFO - Epoch [28][520/940] lr: 5.837e-01, eta: 2 days, 12:38:42, time: 0.816, data_time: 0.004, memory: 9444, top1_acc: 0.2350, top5_acc: 0.4848, loss_cls: 3.5897, loss: 3.5897, grad_norm: 0.9333 2020-07-22 22:22:32,077 - mmaction - INFO - Epoch [28][540/940] lr: 5.837e-01, eta: 2 days, 12:37:42, time: 0.773, data_time: 0.004, memory: 9444, top1_acc: 0.2324, top5_acc: 0.4719, loss_cls: 3.6248, loss: 3.6248, grad_norm: 0.9412 2020-07-22 22:22:47,690 - mmaction - INFO - Epoch [28][560/940] lr: 5.837e-01, eta: 2 days, 12:36:42, time: 0.780, data_time: 0.003, memory: 9444, top1_acc: 0.2412, top5_acc: 0.4805, loss_cls: 3.5608, loss: 3.5608, grad_norm: 0.9173 2020-07-22 22:23:02,584 - mmaction - INFO - Epoch [28][580/940] lr: 5.837e-01, eta: 2 days, 12:35:37, time: 0.746, data_time: 0.004, memory: 9444, top1_acc: 0.2391, top5_acc: 0.4813, loss_cls: 3.5983, loss: 3.5983, grad_norm: 0.9200 2020-07-22 22:23:18,252 - mmaction - INFO - Epoch [28][600/940] lr: 5.837e-01, eta: 2 days, 12:34:38, time: 0.783, data_time: 0.004, memory: 9444, top1_acc: 0.2387, top5_acc: 0.4764, loss_cls: 3.6376, loss: 3.6376, grad_norm: 0.9200 2020-07-22 22:23:35,357 - mmaction - INFO - Epoch [28][620/940] lr: 5.837e-01, eta: 2 days, 12:33:51, time: 0.850, data_time: 0.002, memory: 9444, top1_acc: 0.2367, top5_acc: 0.4775, loss_cls: 3.5917, loss: 3.5917, grad_norm: 0.9393 2020-07-22 22:23:49,547 - mmaction - INFO - Epoch [28][640/940] lr: 5.837e-01, eta: 2 days, 12:32:41, time: 0.715, data_time: 0.009, memory: 9444, top1_acc: 0.2350, top5_acc: 0.4742, loss_cls: 3.6089, loss: 3.6089, grad_norm: 0.9378 2020-07-22 22:24:02,435 - mmaction - INFO - Epoch [28][660/940] lr: 5.837e-01, eta: 2 days, 12:31:19, time: 0.644, data_time: 0.003, memory: 9444, top1_acc: 0.2398, top5_acc: 0.4701, loss_cls: 3.6491, loss: 3.6491, grad_norm: 0.9261 2020-07-22 22:24:18,198 - mmaction - INFO - Epoch [28][680/940] lr: 5.837e-01, eta: 2 days, 12:30:22, time: 0.788, data_time: 0.002, memory: 9444, top1_acc: 0.2350, top5_acc: 0.4684, loss_cls: 3.6265, loss: 3.6265, grad_norm: 0.9148 2020-07-22 22:24:33,405 - mmaction - INFO - Epoch [28][700/940] lr: 5.837e-01, eta: 2 days, 12:29:19, time: 0.760, data_time: 0.002, memory: 9444, top1_acc: 0.2459, top5_acc: 0.4930, loss_cls: 3.5232, loss: 3.5232, grad_norm: 0.9330 2020-07-22 22:24:47,162 - mmaction - INFO - Epoch [28][720/940] lr: 5.837e-01, eta: 2 days, 12:28:05, time: 0.688, data_time: 0.006, memory: 9444, top1_acc: 0.2361, top5_acc: 0.4818, loss_cls: 3.5886, loss: 3.5886, grad_norm: 0.9370 2020-07-22 22:25:00,284 - mmaction - INFO - Epoch [28][740/940] lr: 5.837e-01, eta: 2 days, 12:26:46, time: 0.657, data_time: 0.004, memory: 9444, top1_acc: 0.2314, top5_acc: 0.4834, loss_cls: 3.6079, loss: 3.6079, grad_norm: 0.9360 2020-07-22 22:25:14,800 - mmaction - INFO - Epoch [28][760/940] lr: 5.837e-01, eta: 2 days, 12:25:38, time: 0.725, data_time: 0.003, memory: 9444, top1_acc: 0.2402, top5_acc: 0.4809, loss_cls: 3.5818, loss: 3.5818, grad_norm: 0.9142 2020-07-22 22:25:30,564 - mmaction - INFO - Epoch [28][780/940] lr: 5.837e-01, eta: 2 days, 12:24:41, time: 0.788, data_time: 0.003, memory: 9444, top1_acc: 0.2387, top5_acc: 0.4928, loss_cls: 3.5692, loss: 3.5692, grad_norm: 0.9235 2020-07-22 22:25:46,765 - mmaction - INFO - Epoch [28][800/940] lr: 5.837e-01, eta: 2 days, 12:23:47, time: 0.811, data_time: 0.003, memory: 9444, top1_acc: 0.2430, top5_acc: 0.4896, loss_cls: 3.5539, loss: 3.5539, grad_norm: 0.9569 2020-07-22 22:26:02,594 - mmaction - INFO - Epoch [28][820/940] lr: 5.837e-01, eta: 2 days, 12:22:51, time: 0.792, data_time: 0.003, memory: 9444, top1_acc: 0.2326, top5_acc: 0.4662, loss_cls: 3.6336, loss: 3.6336, grad_norm: 0.9229 2020-07-22 22:26:17,724 - mmaction - INFO - Epoch [28][840/940] lr: 5.837e-01, eta: 2 days, 12:21:48, time: 0.755, data_time: 0.002, memory: 9444, top1_acc: 0.2441, top5_acc: 0.4773, loss_cls: 3.6182, loss: 3.6182, grad_norm: 0.9379 2020-07-22 22:26:32,178 - mmaction - INFO - Epoch [28][860/940] lr: 5.837e-01, eta: 2 days, 12:20:41, time: 0.723, data_time: 0.003, memory: 9444, top1_acc: 0.2463, top5_acc: 0.4916, loss_cls: 3.5950, loss: 3.5950, grad_norm: 0.9123 2020-07-22 22:26:47,455 - mmaction - INFO - Epoch [28][880/940] lr: 5.837e-01, eta: 2 days, 12:19:40, time: 0.764, data_time: 0.002, memory: 9444, top1_acc: 0.2402, top5_acc: 0.4754, loss_cls: 3.6132, loss: 3.6132, grad_norm: 0.9393 2020-07-22 22:27:00,975 - mmaction - INFO - Epoch [28][900/940] lr: 5.837e-01, eta: 2 days, 12:18:22, time: 0.664, data_time: 0.003, memory: 9444, top1_acc: 0.2342, top5_acc: 0.4813, loss_cls: 3.5817, loss: 3.5817, grad_norm: 0.9351 2020-07-22 22:27:15,976 - mmaction - INFO - Epoch [28][920/940] lr: 5.837e-01, eta: 2 days, 12:17:20, time: 0.756, data_time: 0.015, memory: 9444, top1_acc: 0.2518, top5_acc: 0.4932, loss_cls: 3.5626, loss: 3.5626, grad_norm: 0.9189 2020-07-22 22:27:29,601 - mmaction - INFO - Epoch [28][940/940] lr: 5.837e-01, eta: 2 days, 12:16:07, time: 0.687, data_time: 0.011, memory: 9444, top1_acc: 0.2397, top5_acc: 0.4834, loss_cls: 3.5896, loss: 3.5896, grad_norm: 0.9509 2020-07-22 22:27:36,995 - mmaction - INFO - Saving checkpoint at 28 epochs 2020-07-22 22:33:49,002 - mmaction - INFO - Epoch [29][20/940] lr: 5.825e-01, eta: 2 days, 13:03:24, time: 18.571, data_time: 16.895, memory: 9444, top1_acc: 0.2453, top5_acc: 0.4930, loss_cls: 3.5669, loss: 3.5669, grad_norm: 0.9345 2020-07-22 22:34:03,276 - mmaction - INFO - Epoch [29][40/940] lr: 5.825e-01, eta: 2 days, 13:02:12, time: 0.712, data_time: 0.005, memory: 9444, top1_acc: 0.2352, top5_acc: 0.4840, loss_cls: 3.6052, loss: 3.6052, grad_norm: 0.9230 2020-07-22 22:34:18,758 - mmaction - INFO - Epoch [29][60/940] lr: 5.825e-01, eta: 2 days, 13:01:11, time: 0.776, data_time: 0.006, memory: 9444, top1_acc: 0.2475, top5_acc: 0.4965, loss_cls: 3.5133, loss: 3.5133, grad_norm: 0.9438 2020-07-22 22:34:32,878 - mmaction - INFO - Epoch [29][80/940] lr: 5.825e-01, eta: 2 days, 12:59:59, time: 0.705, data_time: 0.004, memory: 9444, top1_acc: 0.2500, top5_acc: 0.4813, loss_cls: 3.5842, loss: 3.5842, grad_norm: 0.9350 2020-07-22 22:34:46,129 - mmaction - INFO - Epoch [29][100/940] lr: 5.825e-01, eta: 2 days, 12:58:40, time: 0.664, data_time: 0.005, memory: 9444, top1_acc: 0.2379, top5_acc: 0.4873, loss_cls: 3.5772, loss: 3.5772, grad_norm: 0.9379 2020-07-22 22:35:03,502 - mmaction - INFO - Epoch [29][120/940] lr: 5.825e-01, eta: 2 days, 12:57:53, time: 0.864, data_time: 0.003, memory: 9444, top1_acc: 0.2521, top5_acc: 0.4896, loss_cls: 3.5405, loss: 3.5405, grad_norm: 0.9370 2020-07-22 22:35:18,900 - mmaction - INFO - Epoch [29][140/940] lr: 5.825e-01, eta: 2 days, 12:56:52, time: 0.774, data_time: 0.009, memory: 9444, top1_acc: 0.2434, top5_acc: 0.4875, loss_cls: 3.5497, loss: 3.5497, grad_norm: 0.9245 2020-07-22 22:35:33,394 - mmaction - INFO - Epoch [29][160/940] lr: 5.825e-01, eta: 2 days, 12:55:43, time: 0.725, data_time: 0.004, memory: 9444, top1_acc: 0.2371, top5_acc: 0.4830, loss_cls: 3.5722, loss: 3.5722, grad_norm: 0.9321 2020-07-22 22:36:41,108 - mmaction - INFO - Epoch [29][180/940] lr: 5.825e-01, eta: 2 days, 13:01:44, time: 3.382, data_time: 0.016, memory: 9444, top1_acc: 0.2342, top5_acc: 0.4771, loss_cls: 3.6151, loss: 3.6151, grad_norm: 0.9358 2020-07-22 22:36:58,263 - mmaction - INFO - Epoch [29][200/940] lr: 5.825e-01, eta: 2 days, 13:00:57, time: 0.862, data_time: 0.007, memory: 9444, top1_acc: 0.2332, top5_acc: 0.4816, loss_cls: 3.5930, loss: 3.5930, grad_norm: 0.9392 2020-07-22 22:37:11,483 - mmaction - INFO - Epoch [29][220/940] lr: 5.825e-01, eta: 2 days, 12:59:37, time: 0.660, data_time: 0.003, memory: 9444, top1_acc: 0.2539, top5_acc: 0.4859, loss_cls: 3.5652, loss: 3.5652, grad_norm: 0.9428 2020-07-22 22:37:26,586 - mmaction - INFO - Epoch [29][240/940] lr: 5.825e-01, eta: 2 days, 12:58:33, time: 0.755, data_time: 0.002, memory: 9444, top1_acc: 0.2332, top5_acc: 0.4791, loss_cls: 3.6329, loss: 3.6329, grad_norm: 0.9338 2020-07-22 22:37:44,589 - mmaction - INFO - Epoch [29][260/940] lr: 5.825e-01, eta: 2 days, 12:57:53, time: 0.900, data_time: 0.029, memory: 9444, top1_acc: 0.2422, top5_acc: 0.4889, loss_cls: 3.5717, loss: 3.5717, grad_norm: 0.9410 2020-07-22 22:37:58,068 - mmaction - INFO - Epoch [29][280/940] lr: 5.825e-01, eta: 2 days, 12:56:35, time: 0.672, data_time: 0.003, memory: 9444, top1_acc: 0.2447, top5_acc: 0.4836, loss_cls: 3.5663, loss: 3.5663, grad_norm: 0.9350 2020-07-22 22:38:14,160 - mmaction - INFO - Epoch [29][300/940] lr: 5.825e-01, eta: 2 days, 12:55:40, time: 0.807, data_time: 0.006, memory: 9444, top1_acc: 0.2299, top5_acc: 0.4723, loss_cls: 3.6363, loss: 3.6363, grad_norm: 0.9225 2020-07-22 22:38:27,175 - mmaction - INFO - Epoch [29][320/940] lr: 5.825e-01, eta: 2 days, 12:54:19, time: 0.650, data_time: 0.003, memory: 9444, top1_acc: 0.2371, top5_acc: 0.4881, loss_cls: 3.5901, loss: 3.5901, grad_norm: 0.9508 2020-07-22 22:38:43,124 - mmaction - INFO - Epoch [29][340/940] lr: 5.825e-01, eta: 2 days, 12:53:22, time: 0.797, data_time: 0.004, memory: 9444, top1_acc: 0.2451, top5_acc: 0.4920, loss_cls: 3.5920, loss: 3.5920, grad_norm: 0.9292 2020-07-22 22:38:57,790 - mmaction - INFO - Epoch [29][360/940] lr: 5.825e-01, eta: 2 days, 12:52:15, time: 0.734, data_time: 0.004, memory: 9444, top1_acc: 0.2523, top5_acc: 0.4840, loss_cls: 3.6049, loss: 3.6049, grad_norm: 0.9138 2020-07-22 22:39:11,264 - mmaction - INFO - Epoch [29][380/940] lr: 5.825e-01, eta: 2 days, 12:50:58, time: 0.673, data_time: 0.003, memory: 9444, top1_acc: 0.2383, top5_acc: 0.4811, loss_cls: 3.6132, loss: 3.6132, grad_norm: 0.9340 2020-07-22 22:39:25,971 - mmaction - INFO - Epoch [29][400/940] lr: 5.825e-01, eta: 2 days, 12:49:52, time: 0.737, data_time: 0.003, memory: 9444, top1_acc: 0.2455, top5_acc: 0.4793, loss_cls: 3.5860, loss: 3.5860, grad_norm: 0.9121 2020-07-22 22:39:39,389 - mmaction - INFO - Epoch [29][420/940] lr: 5.825e-01, eta: 2 days, 12:48:35, time: 0.670, data_time: 0.002, memory: 9444, top1_acc: 0.2461, top5_acc: 0.4729, loss_cls: 3.5847, loss: 3.5847, grad_norm: 0.9388 2020-07-22 22:39:54,289 - mmaction - INFO - Epoch [29][440/940] lr: 5.825e-01, eta: 2 days, 12:47:30, time: 0.746, data_time: 0.003, memory: 9444, top1_acc: 0.2385, top5_acc: 0.4885, loss_cls: 3.5404, loss: 3.5404, grad_norm: 0.9427 2020-07-22 22:40:07,401 - mmaction - INFO - Epoch [29][460/940] lr: 5.825e-01, eta: 2 days, 12:46:10, time: 0.654, data_time: 0.004, memory: 9444, top1_acc: 0.2396, top5_acc: 0.4836, loss_cls: 3.5836, loss: 3.5836, grad_norm: 0.9437 2020-07-22 22:40:22,302 - mmaction - INFO - Epoch [29][480/940] lr: 5.825e-01, eta: 2 days, 12:45:06, time: 0.746, data_time: 0.003, memory: 9444, top1_acc: 0.2508, top5_acc: 0.4838, loss_cls: 3.5745, loss: 3.5745, grad_norm: 0.9170 2020-07-22 22:40:36,350 - mmaction - INFO - Epoch [29][500/940] lr: 5.825e-01, eta: 2 days, 12:43:54, time: 0.703, data_time: 0.003, memory: 9444, top1_acc: 0.2453, top5_acc: 0.4775, loss_cls: 3.5765, loss: 3.5765, grad_norm: 0.9288 2020-07-22 22:40:51,970 - mmaction - INFO - Epoch [29][520/940] lr: 5.825e-01, eta: 2 days, 12:42:55, time: 0.780, data_time: 0.002, memory: 9444, top1_acc: 0.2400, top5_acc: 0.4914, loss_cls: 3.5767, loss: 3.5767, grad_norm: 0.9116 2020-07-22 22:41:05,390 - mmaction - INFO - Epoch [29][540/940] lr: 5.825e-01, eta: 2 days, 12:41:39, time: 0.671, data_time: 0.003, memory: 9444, top1_acc: 0.2492, top5_acc: 0.4959, loss_cls: 3.5229, loss: 3.5229, grad_norm: 0.9474 2020-07-22 22:41:20,638 - mmaction - INFO - Epoch [29][560/940] lr: 5.825e-01, eta: 2 days, 12:40:37, time: 0.763, data_time: 0.003, memory: 9444, top1_acc: 0.2506, top5_acc: 0.4840, loss_cls: 3.5777, loss: 3.5777, grad_norm: 0.9447 2020-07-22 22:41:34,935 - mmaction - INFO - Epoch [29][580/940] lr: 5.825e-01, eta: 2 days, 12:39:28, time: 0.715, data_time: 0.002, memory: 9444, top1_acc: 0.2422, top5_acc: 0.4854, loss_cls: 3.5773, loss: 3.5773, grad_norm: 0.9470 2020-07-22 22:41:49,199 - mmaction - INFO - Epoch [29][600/940] lr: 5.825e-01, eta: 2 days, 12:38:18, time: 0.713, data_time: 0.003, memory: 9444, top1_acc: 0.2461, top5_acc: 0.4861, loss_cls: 3.5492, loss: 3.5492, grad_norm: 0.9313 2020-07-22 22:42:04,258 - mmaction - INFO - Epoch [29][620/940] lr: 5.825e-01, eta: 2 days, 12:37:15, time: 0.753, data_time: 0.022, memory: 9444, top1_acc: 0.2479, top5_acc: 0.4904, loss_cls: 3.5769, loss: 3.5769, grad_norm: 0.9363 2020-07-22 22:42:21,288 - mmaction - INFO - Epoch [29][640/940] lr: 5.825e-01, eta: 2 days, 12:36:27, time: 0.847, data_time: 0.004, memory: 9444, top1_acc: 0.2381, top5_acc: 0.4789, loss_cls: 3.6184, loss: 3.6184, grad_norm: 0.9303 2020-07-22 22:42:36,560 - mmaction - INFO - Epoch [29][660/940] lr: 5.825e-01, eta: 2 days, 12:35:27, time: 0.767, data_time: 0.007, memory: 9444, top1_acc: 0.2461, top5_acc: 0.4785, loss_cls: 3.6106, loss: 3.6106, grad_norm: 0.9430 2020-07-22 22:42:51,049 - mmaction - INFO - Epoch [29][680/940] lr: 5.825e-01, eta: 2 days, 12:34:19, time: 0.724, data_time: 0.003, memory: 9444, top1_acc: 0.2430, top5_acc: 0.4848, loss_cls: 3.5946, loss: 3.5946, grad_norm: 0.9512 2020-07-22 22:43:04,334 - mmaction - INFO - Epoch [29][700/940] lr: 5.825e-01, eta: 2 days, 12:33:03, time: 0.666, data_time: 0.004, memory: 9444, top1_acc: 0.2434, top5_acc: 0.4777, loss_cls: 3.6063, loss: 3.6063, grad_norm: 0.9313 2020-07-22 22:43:19,598 - mmaction - INFO - Epoch [29][720/940] lr: 5.825e-01, eta: 2 days, 12:32:02, time: 0.762, data_time: 0.002, memory: 9444, top1_acc: 0.2437, top5_acc: 0.4748, loss_cls: 3.5893, loss: 3.5893, grad_norm: 0.9221 2020-07-22 22:43:35,194 - mmaction - INFO - Epoch [29][740/940] lr: 5.825e-01, eta: 2 days, 12:31:03, time: 0.779, data_time: 0.004, memory: 9444, top1_acc: 0.2375, top5_acc: 0.4826, loss_cls: 3.5636, loss: 3.5636, grad_norm: 0.9347 2020-07-22 22:43:48,732 - mmaction - INFO - Epoch [29][760/940] lr: 5.825e-01, eta: 2 days, 12:29:49, time: 0.679, data_time: 0.005, memory: 9444, top1_acc: 0.2412, top5_acc: 0.4910, loss_cls: 3.5711, loss: 3.5711, grad_norm: 0.9358 2020-07-22 22:44:03,851 - mmaction - INFO - Epoch [29][780/940] lr: 5.825e-01, eta: 2 days, 12:28:47, time: 0.756, data_time: 0.002, memory: 9444, top1_acc: 0.2496, top5_acc: 0.4828, loss_cls: 3.5807, loss: 3.5807, grad_norm: 0.9371 2020-07-22 22:44:18,377 - mmaction - INFO - Epoch [29][800/940] lr: 5.825e-01, eta: 2 days, 12:27:40, time: 0.727, data_time: 0.003, memory: 9444, top1_acc: 0.2471, top5_acc: 0.4896, loss_cls: 3.5598, loss: 3.5598, grad_norm: 0.9361 2020-07-22 22:44:34,284 - mmaction - INFO - Epoch [29][820/940] lr: 5.825e-01, eta: 2 days, 12:26:45, time: 0.795, data_time: 0.002, memory: 9444, top1_acc: 0.2268, top5_acc: 0.4658, loss_cls: 3.6343, loss: 3.6343, grad_norm: 0.9310 2020-07-22 22:44:49,803 - mmaction - INFO - Epoch [29][840/940] lr: 5.825e-01, eta: 2 days, 12:25:46, time: 0.775, data_time: 0.002, memory: 9444, top1_acc: 0.2500, top5_acc: 0.4932, loss_cls: 3.5382, loss: 3.5382, grad_norm: 0.9240 2020-07-22 22:45:05,000 - mmaction - INFO - Epoch [29][860/940] lr: 5.825e-01, eta: 2 days, 12:24:45, time: 0.760, data_time: 0.004, memory: 9444, top1_acc: 0.2381, top5_acc: 0.4779, loss_cls: 3.6114, loss: 3.6114, grad_norm: 0.9494 2020-07-22 22:45:19,580 - mmaction - INFO - Epoch [29][880/940] lr: 5.825e-01, eta: 2 days, 12:23:39, time: 0.729, data_time: 0.005, memory: 9444, top1_acc: 0.2389, top5_acc: 0.4809, loss_cls: 3.6194, loss: 3.6194, grad_norm: 0.9289 2020-07-22 22:45:34,705 - mmaction - INFO - Epoch [29][900/940] lr: 5.825e-01, eta: 2 days, 12:22:38, time: 0.757, data_time: 0.004, memory: 9444, top1_acc: 0.2393, top5_acc: 0.4797, loss_cls: 3.6012, loss: 3.6012, grad_norm: 0.9373 2020-07-22 22:45:48,866 - mmaction - INFO - Epoch [29][920/940] lr: 5.825e-01, eta: 2 days, 12:21:29, time: 0.708, data_time: 0.003, memory: 9444, top1_acc: 0.2445, top5_acc: 0.4826, loss_cls: 3.5824, loss: 3.5824, grad_norm: 0.9383 2020-07-22 22:46:01,640 - mmaction - INFO - Epoch [29][940/940] lr: 5.825e-01, eta: 2 days, 12:20:09, time: 0.639, data_time: 0.004, memory: 9444, top1_acc: 0.2342, top5_acc: 0.4692, loss_cls: 3.6481, loss: 3.6481, grad_norm: 0.9429 2020-07-22 22:48:31,446 - mmaction - INFO - Epoch [30][20/940] lr: 5.812e-01, eta: 2 days, 12:35:56, time: 7.203, data_time: 6.391, memory: 9444, top1_acc: 0.2342, top5_acc: 0.4779, loss_cls: 3.6138, loss: 3.6138, grad_norm: 0.9306 2020-07-22 22:48:46,072 - mmaction - INFO - Epoch [30][40/940] lr: 5.812e-01, eta: 2 days, 12:34:50, time: 0.733, data_time: 0.006, memory: 9444, top1_acc: 0.2436, top5_acc: 0.4793, loss_cls: 3.6117, loss: 3.6117, grad_norm: 0.9344 2020-07-22 22:49:00,470 - mmaction - INFO - Epoch [30][60/940] lr: 5.812e-01, eta: 2 days, 12:33:42, time: 0.719, data_time: 0.003, memory: 9444, top1_acc: 0.2383, top5_acc: 0.4793, loss_cls: 3.6058, loss: 3.6058, grad_norm: 0.9423 2020-07-22 22:49:15,739 - mmaction - INFO - Epoch [30][80/940] lr: 5.812e-01, eta: 2 days, 12:32:42, time: 0.763, data_time: 0.003, memory: 9444, top1_acc: 0.2465, top5_acc: 0.4889, loss_cls: 3.5583, loss: 3.5583, grad_norm: 0.9371 2020-07-22 22:49:30,031 - mmaction - INFO - Epoch [30][100/940] lr: 5.812e-01, eta: 2 days, 12:31:33, time: 0.710, data_time: 0.004, memory: 9444, top1_acc: 0.2504, top5_acc: 0.4889, loss_cls: 3.5539, loss: 3.5539, grad_norm: 0.9373 2020-07-22 22:49:46,349 - mmaction - INFO - Epoch [30][120/940] lr: 5.812e-01, eta: 2 days, 12:30:41, time: 0.820, data_time: 0.014, memory: 9444, top1_acc: 0.2545, top5_acc: 0.4979, loss_cls: 3.5360, loss: 3.5360, grad_norm: 0.9446 2020-07-22 22:50:00,860 - mmaction - INFO - Epoch [30][140/940] lr: 5.812e-01, eta: 2 days, 12:29:34, time: 0.725, data_time: 0.004, memory: 9444, top1_acc: 0.2479, top5_acc: 0.4959, loss_cls: 3.5414, loss: 3.5414, grad_norm: 0.9353 2020-07-22 22:50:16,112 - mmaction - INFO - Epoch [30][160/940] lr: 5.812e-01, eta: 2 days, 12:28:34, time: 0.764, data_time: 0.005, memory: 9444, top1_acc: 0.2445, top5_acc: 0.4990, loss_cls: 3.5189, loss: 3.5189, grad_norm: 0.9351 2020-07-22 22:50:29,517 - mmaction - INFO - Epoch [30][180/940] lr: 5.812e-01, eta: 2 days, 12:27:19, time: 0.671, data_time: 0.003, memory: 9444, top1_acc: 0.2391, top5_acc: 0.4760, loss_cls: 3.5948, loss: 3.5948, grad_norm: 0.9402 2020-07-22 22:50:46,139 - mmaction - INFO - Epoch [30][200/940] lr: 5.812e-01, eta: 2 days, 12:26:29, time: 0.830, data_time: 0.013, memory: 9444, top1_acc: 0.2463, top5_acc: 0.4934, loss_cls: 3.5570, loss: 3.5570, grad_norm: 0.9526 2020-07-22 22:50:59,665 - mmaction - INFO - Epoch [30][220/940] lr: 5.812e-01, eta: 2 days, 12:25:15, time: 0.674, data_time: 0.003, memory: 9444, top1_acc: 0.2309, top5_acc: 0.4715, loss_cls: 3.6021, loss: 3.6021, grad_norm: 0.9290 2020-07-22 22:51:13,204 - mmaction - INFO - Epoch [30][240/940] lr: 5.812e-01, eta: 2 days, 12:24:01, time: 0.678, data_time: 0.005, memory: 9444, top1_acc: 0.2385, top5_acc: 0.4709, loss_cls: 3.6264, loss: 3.6264, grad_norm: 0.9486 2020-07-22 22:51:28,676 - mmaction - INFO - Epoch [30][260/940] lr: 5.812e-01, eta: 2 days, 12:23:03, time: 0.774, data_time: 0.003, memory: 9444, top1_acc: 0.2529, top5_acc: 0.4904, loss_cls: 3.5688, loss: 3.5688, grad_norm: 0.9420 2020-07-22 22:51:43,364 - mmaction - INFO - Epoch [30][280/940] lr: 5.812e-01, eta: 2 days, 12:21:58, time: 0.734, data_time: 0.004, memory: 9444, top1_acc: 0.2465, top5_acc: 0.4889, loss_cls: 3.5403, loss: 3.5403, grad_norm: 0.9349 2020-07-22 22:51:57,483 - mmaction - INFO - Epoch [30][300/940] lr: 5.812e-01, eta: 2 days, 12:20:49, time: 0.707, data_time: 0.002, memory: 9444, top1_acc: 0.2412, top5_acc: 0.4814, loss_cls: 3.5893, loss: 3.5893, grad_norm: 0.9298 2020-07-22 22:52:13,217 - mmaction - INFO - Epoch [30][320/940] lr: 5.812e-01, eta: 2 days, 12:19:53, time: 0.786, data_time: 0.002, memory: 9444, top1_acc: 0.2406, top5_acc: 0.4842, loss_cls: 3.5823, loss: 3.5823, grad_norm: 0.9389 2020-07-22 22:52:27,206 - mmaction - INFO - Epoch [30][340/940] lr: 5.812e-01, eta: 2 days, 12:18:43, time: 0.699, data_time: 0.002, memory: 9444, top1_acc: 0.2451, top5_acc: 0.4875, loss_cls: 3.5762, loss: 3.5762, grad_norm: 0.9216 2020-07-22 22:52:41,482 - mmaction - INFO - Epoch [30][360/940] lr: 5.812e-01, eta: 2 days, 12:17:36, time: 0.714, data_time: 0.003, memory: 9444, top1_acc: 0.2480, top5_acc: 0.4854, loss_cls: 3.5457, loss: 3.5457, grad_norm: 0.9203 2020-07-22 22:52:55,902 - mmaction - INFO - Epoch [30][380/940] lr: 5.812e-01, eta: 2 days, 12:16:29, time: 0.721, data_time: 0.003, memory: 9444, top1_acc: 0.2465, top5_acc: 0.4908, loss_cls: 3.5737, loss: 3.5737, grad_norm: 0.9600 2020-07-22 22:53:11,496 - mmaction - INFO - Epoch [30][400/940] lr: 5.812e-01, eta: 2 days, 12:15:32, time: 0.778, data_time: 0.004, memory: 9444, top1_acc: 0.2463, top5_acc: 0.4857, loss_cls: 3.5811, loss: 3.5811, grad_norm: 0.9429 2020-07-22 22:53:24,764 - mmaction - INFO - Epoch [30][420/940] lr: 5.812e-01, eta: 2 days, 12:14:17, time: 0.665, data_time: 0.005, memory: 9444, top1_acc: 0.2414, top5_acc: 0.4824, loss_cls: 3.5913, loss: 3.5913, grad_norm: 0.9432 2020-07-22 22:53:39,316 - mmaction - INFO - Epoch [30][440/940] lr: 5.812e-01, eta: 2 days, 12:13:12, time: 0.729, data_time: 0.003, memory: 9444, top1_acc: 0.2447, top5_acc: 0.4877, loss_cls: 3.5559, loss: 3.5559, grad_norm: 0.9540 2020-07-22 22:53:55,113 - mmaction - INFO - Epoch [30][460/940] lr: 5.812e-01, eta: 2 days, 12:12:16, time: 0.787, data_time: 0.002, memory: 9444, top1_acc: 0.2441, top5_acc: 0.4830, loss_cls: 3.5972, loss: 3.5972, grad_norm: 0.9467 2020-07-22 22:54:11,674 - mmaction - INFO - Epoch [30][480/940] lr: 5.812e-01, eta: 2 days, 12:11:27, time: 0.830, data_time: 0.006, memory: 9444, top1_acc: 0.2422, top5_acc: 0.4801, loss_cls: 3.6091, loss: 3.6091, grad_norm: 0.9308 2020-07-22 22:54:26,358 - mmaction - INFO - Epoch [30][500/940] lr: 5.812e-01, eta: 2 days, 12:10:23, time: 0.734, data_time: 0.004, memory: 9444, top1_acc: 0.2291, top5_acc: 0.4791, loss_cls: 3.6130, loss: 3.6130, grad_norm: 0.9394 2020-07-22 22:54:40,897 - mmaction - INFO - Epoch [30][520/940] lr: 5.812e-01, eta: 2 days, 12:09:18, time: 0.727, data_time: 0.003, memory: 9444, top1_acc: 0.2453, top5_acc: 0.4887, loss_cls: 3.5297, loss: 3.5297, grad_norm: 0.9370 2020-07-22 22:54:55,020 - mmaction - INFO - Epoch [30][540/940] lr: 5.812e-01, eta: 2 days, 12:08:10, time: 0.705, data_time: 0.003, memory: 9444, top1_acc: 0.2332, top5_acc: 0.4775, loss_cls: 3.6116, loss: 3.6116, grad_norm: 0.9247 2020-07-22 22:55:09,978 - mmaction - INFO - Epoch [30][560/940] lr: 5.812e-01, eta: 2 days, 12:07:09, time: 0.749, data_time: 0.004, memory: 9444, top1_acc: 0.2371, top5_acc: 0.4898, loss_cls: 3.5763, loss: 3.5763, grad_norm: 0.9253 2020-07-22 22:55:24,197 - mmaction - INFO - Epoch [30][580/940] lr: 5.812e-01, eta: 2 days, 12:06:02, time: 0.711, data_time: 0.002, memory: 9444, top1_acc: 0.2400, top5_acc: 0.4898, loss_cls: 3.5558, loss: 3.5558, grad_norm: 0.9457 2020-07-22 22:55:37,557 - mmaction - INFO - Epoch [30][600/940] lr: 5.812e-01, eta: 2 days, 12:04:48, time: 0.668, data_time: 0.003, memory: 9444, top1_acc: 0.2490, top5_acc: 0.4799, loss_cls: 3.5902, loss: 3.5902, grad_norm: 0.9361 2020-07-22 22:55:51,066 - mmaction - INFO - Epoch [30][620/940] lr: 5.812e-01, eta: 2 days, 12:03:36, time: 0.675, data_time: 0.004, memory: 9444, top1_acc: 0.2367, top5_acc: 0.4814, loss_cls: 3.6016, loss: 3.6016, grad_norm: 0.9399 2020-07-22 22:56:09,078 - mmaction - INFO - Epoch [30][640/940] lr: 5.812e-01, eta: 2 days, 12:02:57, time: 0.895, data_time: 0.003, memory: 9444, top1_acc: 0.2451, top5_acc: 0.4941, loss_cls: 3.5409, loss: 3.5409, grad_norm: 0.9128 2020-07-22 22:56:23,703 - mmaction - INFO - Epoch [30][660/940] lr: 5.812e-01, eta: 2 days, 12:01:54, time: 0.737, data_time: 0.009, memory: 9444, top1_acc: 0.2395, top5_acc: 0.4703, loss_cls: 3.5887, loss: 3.5887, grad_norm: 0.9289 2020-07-22 22:56:39,391 - mmaction - INFO - Epoch [30][680/940] lr: 5.812e-01, eta: 2 days, 12:00:58, time: 0.784, data_time: 0.002, memory: 9444, top1_acc: 0.2344, top5_acc: 0.4748, loss_cls: 3.6290, loss: 3.6290, grad_norm: 0.9235 2020-07-22 22:56:53,038 - mmaction - INFO - Epoch [30][700/940] lr: 5.812e-01, eta: 2 days, 11:59:47, time: 0.682, data_time: 0.003, memory: 9444, top1_acc: 0.2371, top5_acc: 0.4697, loss_cls: 3.6478, loss: 3.6478, grad_norm: 0.9308 2020-07-22 22:57:07,453 - mmaction - INFO - Epoch [30][720/940] lr: 5.812e-01, eta: 2 days, 11:58:42, time: 0.720, data_time: 0.004, memory: 9444, top1_acc: 0.2484, top5_acc: 0.4910, loss_cls: 3.5465, loss: 3.5465, grad_norm: 0.9195 2020-07-22 22:57:22,202 - mmaction - INFO - Epoch [30][740/940] lr: 5.812e-01, eta: 2 days, 11:57:40, time: 0.738, data_time: 0.004, memory: 9444, top1_acc: 0.2426, top5_acc: 0.4838, loss_cls: 3.5903, loss: 3.5903, grad_norm: 0.9527 2020-07-22 22:57:37,975 - mmaction - INFO - Epoch [30][760/940] lr: 5.812e-01, eta: 2 days, 11:56:45, time: 0.790, data_time: 0.003, memory: 9444, top1_acc: 0.2428, top5_acc: 0.4789, loss_cls: 3.6017, loss: 3.6017, grad_norm: 0.9184 2020-07-22 22:57:51,888 - mmaction - INFO - Epoch [30][780/940] lr: 5.812e-01, eta: 2 days, 11:55:36, time: 0.695, data_time: 0.002, memory: 9444, top1_acc: 0.2355, top5_acc: 0.4750, loss_cls: 3.6127, loss: 3.6127, grad_norm: 0.9286 2020-07-22 22:58:07,215 - mmaction - INFO - Epoch [30][800/940] lr: 5.812e-01, eta: 2 days, 11:54:38, time: 0.766, data_time: 0.003, memory: 9444, top1_acc: 0.2443, top5_acc: 0.4779, loss_cls: 3.5641, loss: 3.5641, grad_norm: 0.9336 2020-07-22 22:58:20,402 - mmaction - INFO - Epoch [30][820/940] lr: 5.812e-01, eta: 2 days, 11:53:24, time: 0.660, data_time: 0.004, memory: 9444, top1_acc: 0.2383, top5_acc: 0.4688, loss_cls: 3.6629, loss: 3.6629, grad_norm: 0.9474 2020-07-22 22:58:35,267 - mmaction - INFO - Epoch [30][840/940] lr: 5.812e-01, eta: 2 days, 11:52:23, time: 0.743, data_time: 0.003, memory: 9444, top1_acc: 0.2426, top5_acc: 0.4883, loss_cls: 3.5918, loss: 3.5918, grad_norm: 0.9256 2020-07-22 22:58:48,752 - mmaction - INFO - Epoch [30][860/940] lr: 5.812e-01, eta: 2 days, 11:51:11, time: 0.673, data_time: 0.003, memory: 9444, top1_acc: 0.2475, top5_acc: 0.4883, loss_cls: 3.5634, loss: 3.5634, grad_norm: 0.9258 2020-07-22 22:59:04,247 - mmaction - INFO - Epoch [30][880/940] lr: 5.812e-01, eta: 2 days, 11:50:15, time: 0.776, data_time: 0.005, memory: 9444, top1_acc: 0.2344, top5_acc: 0.4807, loss_cls: 3.6113, loss: 3.6113, grad_norm: 0.9310 2020-07-22 22:59:18,609 - mmaction - INFO - Epoch [30][900/940] lr: 5.812e-01, eta: 2 days, 11:49:10, time: 0.718, data_time: 0.002, memory: 9444, top1_acc: 0.2348, top5_acc: 0.4746, loss_cls: 3.6214, loss: 3.6214, grad_norm: 0.9487 2020-07-22 22:59:33,207 - mmaction - INFO - Epoch [30][920/940] lr: 5.812e-01, eta: 2 days, 11:48:07, time: 0.730, data_time: 0.003, memory: 9444, top1_acc: 0.2436, top5_acc: 0.4828, loss_cls: 3.5656, loss: 3.5656, grad_norm: 0.9251 2020-07-22 22:59:45,519 - mmaction - INFO - Epoch [30][940/940] lr: 5.812e-01, eta: 2 days, 11:46:47, time: 0.616, data_time: 0.003, memory: 9444, top1_acc: 0.2394, top5_acc: 0.4830, loss_cls: 3.6010, loss: 3.6010, grad_norm: 0.9422 2020-07-22 23:03:08,271 - mmaction - INFO - Epoch [31][20/940] lr: 5.799e-01, eta: 2 days, 12:08:35, time: 9.837, data_time: 8.733, memory: 9444, top1_acc: 0.2484, top5_acc: 0.4824, loss_cls: 3.5840, loss: 3.5840, grad_norm: 0.9415 2020-07-22 23:03:22,777 - mmaction - INFO - Epoch [31][40/940] lr: 5.799e-01, eta: 2 days, 12:07:32, time: 0.734, data_time: 0.014, memory: 9444, top1_acc: 0.2473, top5_acc: 0.4832, loss_cls: 3.5909, loss: 3.5909, grad_norm: 0.9161 2020-07-22 23:03:38,193 - mmaction - INFO - Epoch [31][60/940] lr: 5.799e-01, eta: 2 days, 12:06:34, time: 0.772, data_time: 0.005, memory: 9444, top1_acc: 0.2404, top5_acc: 0.4879, loss_cls: 3.5612, loss: 3.5612, grad_norm: 0.9174 2020-07-22 23:03:51,341 - mmaction - INFO - Epoch [31][80/940] lr: 5.799e-01, eta: 2 days, 12:05:20, time: 0.657, data_time: 0.003, memory: 9444, top1_acc: 0.2396, top5_acc: 0.4879, loss_cls: 3.5832, loss: 3.5832, grad_norm: 0.9325 2020-07-22 23:04:06,436 - mmaction - INFO - Epoch [31][100/940] lr: 5.799e-01, eta: 2 days, 12:04:20, time: 0.755, data_time: 0.003, memory: 9444, top1_acc: 0.2449, top5_acc: 0.4973, loss_cls: 3.5693, loss: 3.5693, grad_norm: 0.9429 2020-07-22 23:04:21,921 - mmaction - INFO - Epoch [31][120/940] lr: 5.799e-01, eta: 2 days, 12:03:23, time: 0.775, data_time: 0.003, memory: 9444, top1_acc: 0.2496, top5_acc: 0.4930, loss_cls: 3.5582, loss: 3.5582, grad_norm: 0.9428 2020-07-22 23:04:36,298 - mmaction - INFO - Epoch [31][140/940] lr: 5.799e-01, eta: 2 days, 12:02:17, time: 0.718, data_time: 0.004, memory: 9444, top1_acc: 0.2348, top5_acc: 0.4799, loss_cls: 3.5891, loss: 3.5891, grad_norm: 0.9423 2020-07-22 23:04:50,806 - mmaction - INFO - Epoch [31][160/940] lr: 5.799e-01, eta: 2 days, 12:01:13, time: 0.726, data_time: 0.004, memory: 9444, top1_acc: 0.2408, top5_acc: 0.4863, loss_cls: 3.5882, loss: 3.5882, grad_norm: 0.9483 2020-07-22 23:05:05,856 - mmaction - INFO - Epoch [31][180/940] lr: 5.799e-01, eta: 2 days, 12:00:13, time: 0.753, data_time: 0.003, memory: 9444, top1_acc: 0.2426, top5_acc: 0.4820, loss_cls: 3.5757, loss: 3.5757, grad_norm: 0.9340 2020-07-22 23:05:19,524 - mmaction - INFO - Epoch [31][200/940] lr: 5.799e-01, eta: 2 days, 11:59:03, time: 0.683, data_time: 0.002, memory: 9444, top1_acc: 0.2459, top5_acc: 0.4984, loss_cls: 3.5175, loss: 3.5175, grad_norm: 0.9265 2020-07-22 23:05:34,214 - mmaction - INFO - Epoch [31][220/940] lr: 5.799e-01, eta: 2 days, 11:58:00, time: 0.734, data_time: 0.004, memory: 9444, top1_acc: 0.2459, top5_acc: 0.4922, loss_cls: 3.5374, loss: 3.5374, grad_norm: 0.9548 2020-07-22 23:05:48,726 - mmaction - INFO - Epoch [31][240/940] lr: 5.799e-01, eta: 2 days, 11:56:55, time: 0.718, data_time: 0.004, memory: 9444, top1_acc: 0.2455, top5_acc: 0.4826, loss_cls: 3.5565, loss: 3.5565, grad_norm: 0.9276 2020-07-22 23:06:03,492 - mmaction - INFO - Epoch [31][260/940] lr: 5.799e-01, eta: 2 days, 11:55:55, time: 0.746, data_time: 0.010, memory: 9444, top1_acc: 0.2498, top5_acc: 0.4895, loss_cls: 3.5722, loss: 3.5722, grad_norm: 0.9514 2020-07-22 23:06:17,601 - mmaction - INFO - Epoch [31][280/940] lr: 5.799e-01, eta: 2 days, 11:54:48, time: 0.705, data_time: 0.002, memory: 9444, top1_acc: 0.2395, top5_acc: 0.4760, loss_cls: 3.6477, loss: 3.6477, grad_norm: 0.9236 2020-07-22 23:06:33,682 - mmaction - INFO - Epoch [31][300/940] lr: 5.799e-01, eta: 2 days, 11:53:56, time: 0.804, data_time: 0.003, memory: 9444, top1_acc: 0.2359, top5_acc: 0.4787, loss_cls: 3.6181, loss: 3.6181, grad_norm: 0.9294 2020-07-22 23:06:48,643 - mmaction - INFO - Epoch [31][320/940] lr: 5.799e-01, eta: 2 days, 11:52:55, time: 0.747, data_time: 0.002, memory: 9444, top1_acc: 0.2490, top5_acc: 0.4941, loss_cls: 3.5369, loss: 3.5369, grad_norm: 0.9370 2020-07-22 23:07:02,926 - mmaction - INFO - Epoch [31][340/940] lr: 5.799e-01, eta: 2 days, 11:51:50, time: 0.715, data_time: 0.004, memory: 9444, top1_acc: 0.2564, top5_acc: 0.5064, loss_cls: 3.4949, loss: 3.4949, grad_norm: 0.9503 2020-07-22 23:07:16,188 - mmaction - INFO - Epoch [31][360/940] lr: 5.799e-01, eta: 2 days, 11:50:38, time: 0.663, data_time: 0.003, memory: 9444, top1_acc: 0.2350, top5_acc: 0.4777, loss_cls: 3.6036, loss: 3.6036, grad_norm: 0.9560 2020-07-22 23:07:33,113 - mmaction - INFO - Epoch [31][380/940] lr: 5.799e-01, eta: 2 days, 11:49:52, time: 0.845, data_time: 0.004, memory: 9444, top1_acc: 0.2301, top5_acc: 0.4805, loss_cls: 3.6097, loss: 3.6097, grad_norm: 0.9403 2020-07-22 23:07:47,659 - mmaction - INFO - Epoch [31][400/940] lr: 5.799e-01, eta: 2 days, 11:48:49, time: 0.729, data_time: 0.005, memory: 9444, top1_acc: 0.2492, top5_acc: 0.4922, loss_cls: 3.5275, loss: 3.5275, grad_norm: 0.9518 2020-07-22 23:08:02,849 - mmaction - INFO - Epoch [31][420/940] lr: 5.799e-01, eta: 2 days, 11:47:51, time: 0.758, data_time: 0.003, memory: 9444, top1_acc: 0.2408, top5_acc: 0.4805, loss_cls: 3.6043, loss: 3.6043, grad_norm: 0.9485 2020-07-22 23:08:17,679 - mmaction - INFO - Epoch [31][440/940] lr: 5.799e-01, eta: 2 days, 11:46:50, time: 0.743, data_time: 0.005, memory: 9444, top1_acc: 0.2303, top5_acc: 0.4820, loss_cls: 3.6099, loss: 3.6099, grad_norm: 0.9267 2020-07-22 23:08:31,515 - mmaction - INFO - Epoch [31][460/940] lr: 5.799e-01, eta: 2 days, 11:45:42, time: 0.691, data_time: 0.002, memory: 9444, top1_acc: 0.2467, top5_acc: 0.4861, loss_cls: 3.5579, loss: 3.5579, grad_norm: 0.9366 2020-07-22 23:08:46,255 - mmaction - INFO - Epoch [31][480/940] lr: 5.799e-01, eta: 2 days, 11:44:40, time: 0.736, data_time: 0.003, memory: 9444, top1_acc: 0.2572, top5_acc: 0.4969, loss_cls: 3.5165, loss: 3.5165, grad_norm: 0.9294 2020-07-22 23:09:01,665 - mmaction - INFO - Epoch [31][500/940] lr: 5.799e-01, eta: 2 days, 11:43:44, time: 0.772, data_time: 0.004, memory: 9444, top1_acc: 0.2477, top5_acc: 0.4889, loss_cls: 3.5609, loss: 3.5609, grad_norm: 0.9269 2020-07-22 23:09:16,972 - mmaction - INFO - Epoch [31][520/940] lr: 5.799e-01, eta: 2 days, 11:42:47, time: 0.766, data_time: 0.003, memory: 9444, top1_acc: 0.2482, top5_acc: 0.4924, loss_cls: 3.5566, loss: 3.5566, grad_norm: 0.9542 2020-07-22 23:09:32,332 - mmaction - INFO - Epoch [31][540/940] lr: 5.799e-01, eta: 2 days, 11:41:50, time: 0.767, data_time: 0.003, memory: 9444, top1_acc: 0.2375, top5_acc: 0.4762, loss_cls: 3.6044, loss: 3.6044, grad_norm: 0.9208 2020-07-22 23:09:45,793 - mmaction - INFO - Epoch [31][560/940] lr: 5.799e-01, eta: 2 days, 11:40:39, time: 0.671, data_time: 0.005, memory: 9444, top1_acc: 0.2367, top5_acc: 0.4811, loss_cls: 3.6330, loss: 3.6330, grad_norm: 0.9384 2020-07-22 23:10:02,099 - mmaction - INFO - Epoch [31][580/940] lr: 5.799e-01, eta: 2 days, 11:39:50, time: 0.818, data_time: 0.005, memory: 9444, top1_acc: 0.2467, top5_acc: 0.4840, loss_cls: 3.5685, loss: 3.5685, grad_norm: 0.9297 2020-07-22 23:10:15,412 - mmaction - INFO - Epoch [31][600/940] lr: 5.799e-01, eta: 2 days, 11:38:39, time: 0.665, data_time: 0.002, memory: 9444, top1_acc: 0.2410, top5_acc: 0.4885, loss_cls: 3.5817, loss: 3.5817, grad_norm: 0.9382 2020-07-22 23:10:29,788 - mmaction - INFO - Epoch [31][620/940] lr: 5.799e-01, eta: 2 days, 11:37:35, time: 0.719, data_time: 0.003, memory: 9444, top1_acc: 0.2311, top5_acc: 0.4770, loss_cls: 3.6001, loss: 3.6001, grad_norm: 0.9290 2020-07-22 23:10:44,626 - mmaction - INFO - Epoch [31][640/940] lr: 5.799e-01, eta: 2 days, 11:36:35, time: 0.742, data_time: 0.004, memory: 9444, top1_acc: 0.2404, top5_acc: 0.4775, loss_cls: 3.5967, loss: 3.5967, grad_norm: 0.9290 2020-07-22 23:10:59,352 - mmaction - INFO - Epoch [31][660/940] lr: 5.799e-01, eta: 2 days, 11:35:34, time: 0.736, data_time: 0.003, memory: 9444, top1_acc: 0.2412, top5_acc: 0.4910, loss_cls: 3.5579, loss: 3.5579, grad_norm: 0.9450 2020-07-22 23:11:13,084 - mmaction - INFO - Epoch [31][680/940] lr: 5.799e-01, eta: 2 days, 11:34:26, time: 0.687, data_time: 0.003, memory: 9444, top1_acc: 0.2395, top5_acc: 0.4842, loss_cls: 3.5956, loss: 3.5956, grad_norm: 0.9369 2020-07-22 23:11:27,247 - mmaction - INFO - Epoch [31][700/940] lr: 5.799e-01, eta: 2 days, 11:33:21, time: 0.708, data_time: 0.002, memory: 9444, top1_acc: 0.2422, top5_acc: 0.4971, loss_cls: 3.5321, loss: 3.5321, grad_norm: 0.9475 2020-07-22 23:11:42,505 - mmaction - INFO - Epoch [31][720/940] lr: 5.799e-01, eta: 2 days, 11:32:24, time: 0.762, data_time: 0.002, memory: 9444, top1_acc: 0.2424, top5_acc: 0.4904, loss_cls: 3.5649, loss: 3.5649, grad_norm: 0.9471 2020-07-22 23:11:57,239 - mmaction - INFO - Epoch [31][740/940] lr: 5.799e-01, eta: 2 days, 11:31:24, time: 0.737, data_time: 0.003, memory: 9444, top1_acc: 0.2473, top5_acc: 0.4820, loss_cls: 3.5688, loss: 3.5688, grad_norm: 0.9313 2020-07-22 23:12:10,484 - mmaction - INFO - Epoch [31][760/940] lr: 5.799e-01, eta: 2 days, 11:30:12, time: 0.662, data_time: 0.003, memory: 9444, top1_acc: 0.2426, top5_acc: 0.4900, loss_cls: 3.5668, loss: 3.5668, grad_norm: 0.9373 2020-07-22 23:12:26,071 - mmaction - INFO - Epoch [31][780/940] lr: 5.799e-01, eta: 2 days, 11:29:18, time: 0.779, data_time: 0.003, memory: 9444, top1_acc: 0.2416, top5_acc: 0.4816, loss_cls: 3.5790, loss: 3.5790, grad_norm: 0.9354 2020-07-22 23:12:40,391 - mmaction - INFO - Epoch [31][800/940] lr: 5.799e-01, eta: 2 days, 11:28:15, time: 0.716, data_time: 0.004, memory: 9444, top1_acc: 0.2352, top5_acc: 0.4721, loss_cls: 3.6266, loss: 3.6266, grad_norm: 0.9322 2020-07-22 23:12:54,995 - mmaction - INFO - Epoch [31][820/940] lr: 5.799e-01, eta: 2 days, 11:27:13, time: 0.730, data_time: 0.003, memory: 9444, top1_acc: 0.2592, top5_acc: 0.5008, loss_cls: 3.5165, loss: 3.5165, grad_norm: 0.9392 2020-07-22 23:13:09,350 - mmaction - INFO - Epoch [31][840/940] lr: 5.799e-01, eta: 2 days, 11:26:11, time: 0.719, data_time: 0.004, memory: 9444, top1_acc: 0.2566, top5_acc: 0.4932, loss_cls: 3.5594, loss: 3.5594, grad_norm: 0.9306 2020-07-22 23:13:24,659 - mmaction - INFO - Epoch [31][860/940] lr: 5.799e-01, eta: 2 days, 11:25:14, time: 0.765, data_time: 0.002, memory: 9444, top1_acc: 0.2434, top5_acc: 0.4871, loss_cls: 3.5634, loss: 3.5634, grad_norm: 0.9572 2020-07-22 23:13:38,743 - mmaction - INFO - Epoch [31][880/940] lr: 5.799e-01, eta: 2 days, 11:24:09, time: 0.703, data_time: 0.003, memory: 9444, top1_acc: 0.2406, top5_acc: 0.4848, loss_cls: 3.5983, loss: 3.5983, grad_norm: 0.9552 2020-07-22 23:13:54,422 - mmaction - INFO - Epoch [31][900/940] lr: 5.799e-01, eta: 2 days, 11:23:16, time: 0.785, data_time: 0.004, memory: 9444, top1_acc: 0.2330, top5_acc: 0.4803, loss_cls: 3.6166, loss: 3.6166, grad_norm: 0.9352 2020-07-22 23:14:09,832 - mmaction - INFO - Epoch [31][920/940] lr: 5.799e-01, eta: 2 days, 11:22:21, time: 0.770, data_time: 0.003, memory: 9444, top1_acc: 0.2434, top5_acc: 0.4799, loss_cls: 3.5683, loss: 3.5683, grad_norm: 0.9325 2020-07-22 23:14:22,224 - mmaction - INFO - Epoch [31][940/940] lr: 5.799e-01, eta: 2 days, 11:21:04, time: 0.621, data_time: 0.005, memory: 9444, top1_acc: 0.2356, top5_acc: 0.4761, loss_cls: 3.6220, loss: 3.6220, grad_norm: 0.9438 2020-07-22 23:17:28,892 - mmaction - INFO - Epoch [32][20/940] lr: 5.786e-01, eta: 2 days, 11:39:56, time: 8.954, data_time: 8.188, memory: 9444, top1_acc: 0.2434, top5_acc: 0.4918, loss_cls: 3.5578, loss: 3.5578, grad_norm: 0.9423 2020-07-22 23:17:44,303 - mmaction - INFO - Epoch [32][40/940] lr: 5.786e-01, eta: 2 days, 11:39:01, time: 0.771, data_time: 0.004, memory: 9444, top1_acc: 0.2508, top5_acc: 0.4924, loss_cls: 3.5645, loss: 3.5645, grad_norm: 0.9411 2020-07-22 23:18:00,745 - mmaction - INFO - Epoch [32][60/940] lr: 5.786e-01, eta: 2 days, 11:38:12, time: 0.823, data_time: 0.004, memory: 9444, top1_acc: 0.2408, top5_acc: 0.4846, loss_cls: 3.5610, loss: 3.5610, grad_norm: 0.9465 2020-07-22 23:18:16,895 - mmaction - INFO - Epoch [32][80/940] lr: 5.786e-01, eta: 2 days, 11:37:22, time: 0.808, data_time: 0.002, memory: 9444, top1_acc: 0.2604, top5_acc: 0.4914, loss_cls: 3.5273, loss: 3.5273, grad_norm: 0.9482 2020-07-22 23:18:33,060 - mmaction - INFO - Epoch [32][100/940] lr: 5.786e-01, eta: 2 days, 11:36:32, time: 0.807, data_time: 0.003, memory: 9444, top1_acc: 0.2541, top5_acc: 0.4953, loss_cls: 3.5516, loss: 3.5516, grad_norm: 0.9234 2020-07-22 23:18:46,804 - mmaction - INFO - Epoch [32][120/940] lr: 5.786e-01, eta: 2 days, 11:35:24, time: 0.688, data_time: 0.004, memory: 9444, top1_acc: 0.2387, top5_acc: 0.4789, loss_cls: 3.6094, loss: 3.6094, grad_norm: 0.9450 2020-07-22 23:19:00,114 - mmaction - INFO - Epoch [32][140/940] lr: 5.786e-01, eta: 2 days, 11:34:13, time: 0.665, data_time: 0.002, memory: 9444, top1_acc: 0.2449, top5_acc: 0.4920, loss_cls: 3.5440, loss: 3.5440, grad_norm: 0.9375 2020-07-22 23:19:14,796 - mmaction - INFO - Epoch [32][160/940] lr: 5.786e-01, eta: 2 days, 11:33:12, time: 0.734, data_time: 0.003, memory: 9444, top1_acc: 0.2465, top5_acc: 0.4877, loss_cls: 3.5609, loss: 3.5609, grad_norm: 0.9372 2020-07-22 23:19:30,055 - mmaction - INFO - Epoch [32][180/940] lr: 5.786e-01, eta: 2 days, 11:32:12, time: 0.733, data_time: 0.004, memory: 9444, top1_acc: 0.2500, top5_acc: 0.4881, loss_cls: 3.5568, loss: 3.5568, grad_norm: 0.9318 2020-07-22 23:19:44,174 - mmaction - INFO - Epoch [32][200/940] lr: 5.786e-01, eta: 2 days, 11:31:11, time: 0.736, data_time: 0.032, memory: 9444, top1_acc: 0.2486, top5_acc: 0.4947, loss_cls: 3.5157, loss: 3.5157, grad_norm: 0.9480 2020-07-22 23:19:57,565 - mmaction - INFO - Epoch [32][220/940] lr: 5.786e-01, eta: 2 days, 11:30:01, time: 0.668, data_time: 0.003, memory: 9444, top1_acc: 0.2469, top5_acc: 0.4881, loss_cls: 3.5368, loss: 3.5368, grad_norm: 0.9466 2020-07-22 23:20:11,553 - mmaction - INFO - Epoch [32][240/940] lr: 5.786e-01, eta: 2 days, 11:28:56, time: 0.700, data_time: 0.004, memory: 9444, top1_acc: 0.2436, top5_acc: 0.4766, loss_cls: 3.5981, loss: 3.5981, grad_norm: 0.9403 2020-07-22 23:20:25,294 - mmaction - INFO - Epoch [32][260/940] lr: 5.786e-01, eta: 2 days, 11:27:49, time: 0.688, data_time: 0.004, memory: 9444, top1_acc: 0.2498, top5_acc: 0.4854, loss_cls: 3.5392, loss: 3.5392, grad_norm: 0.9288 2020-07-22 23:20:39,760 - mmaction - INFO - Epoch [32][280/940] lr: 5.786e-01, eta: 2 days, 11:26:47, time: 0.723, data_time: 0.003, memory: 9444, top1_acc: 0.2389, top5_acc: 0.4754, loss_cls: 3.5939, loss: 3.5939, grad_norm: 0.9477 2020-07-22 23:20:54,168 - mmaction - INFO - Epoch [32][300/940] lr: 5.786e-01, eta: 2 days, 11:25:45, time: 0.721, data_time: 0.003, memory: 9444, top1_acc: 0.2541, top5_acc: 0.4955, loss_cls: 3.5435, loss: 3.5435, grad_norm: 0.9545 2020-07-22 23:21:08,841 - mmaction - INFO - Epoch [32][320/940] lr: 5.786e-01, eta: 2 days, 11:24:44, time: 0.734, data_time: 0.003, memory: 9444, top1_acc: 0.2336, top5_acc: 0.4896, loss_cls: 3.5649, loss: 3.5649, grad_norm: 0.9455 2020-07-22 23:21:22,818 - mmaction - INFO - Epoch [32][340/940] lr: 5.786e-01, eta: 2 days, 11:23:39, time: 0.698, data_time: 0.003, memory: 9444, top1_acc: 0.2516, top5_acc: 0.4986, loss_cls: 3.5178, loss: 3.5178, grad_norm: 0.9297 2020-07-22 23:21:37,533 - mmaction - INFO - Epoch [32][360/940] lr: 5.786e-01, eta: 2 days, 11:22:39, time: 0.736, data_time: 0.015, memory: 9444, top1_acc: 0.2473, top5_acc: 0.4857, loss_cls: 3.5717, loss: 3.5717, grad_norm: 0.9453 2020-07-22 23:21:52,209 - mmaction - INFO - Epoch [32][380/940] lr: 5.786e-01, eta: 2 days, 11:21:39, time: 0.734, data_time: 0.004, memory: 9444, top1_acc: 0.2473, top5_acc: 0.4951, loss_cls: 3.5592, loss: 3.5592, grad_norm: 0.9454 2020-07-22 23:22:05,504 - mmaction - INFO - Epoch [32][400/940] lr: 5.786e-01, eta: 2 days, 11:20:29, time: 0.663, data_time: 0.002, memory: 9444, top1_acc: 0.2338, top5_acc: 0.4910, loss_cls: 3.5834, loss: 3.5834, grad_norm: 0.9475 2020-07-22 23:22:20,607 - mmaction - INFO - Epoch [32][420/940] lr: 5.786e-01, eta: 2 days, 11:19:32, time: 0.756, data_time: 0.004, memory: 9444, top1_acc: 0.2408, top5_acc: 0.4920, loss_cls: 3.5340, loss: 3.5340, grad_norm: 0.9496 2020-07-22 23:22:35,204 - mmaction - INFO - Epoch [32][440/940] lr: 5.786e-01, eta: 2 days, 11:18:30, time: 0.720, data_time: 0.005, memory: 9444, top1_acc: 0.2441, top5_acc: 0.4867, loss_cls: 3.5812, loss: 3.5812, grad_norm: 0.9563 2020-07-22 23:22:48,588 - mmaction - INFO - Epoch [32][460/940] lr: 5.786e-01, eta: 2 days, 11:17:23, time: 0.680, data_time: 0.014, memory: 9444, top1_acc: 0.2383, top5_acc: 0.4811, loss_cls: 3.5822, loss: 3.5822, grad_norm: 0.9259 2020-07-22 23:23:04,061 - mmaction - INFO - Epoch [32][480/940] lr: 5.786e-01, eta: 2 days, 11:16:28, time: 0.773, data_time: 0.002, memory: 9444, top1_acc: 0.2543, top5_acc: 0.4916, loss_cls: 3.5655, loss: 3.5655, grad_norm: 0.9232 2020-07-22 23:23:16,905 - mmaction - INFO - Epoch [32][500/940] lr: 5.786e-01, eta: 2 days, 11:15:16, time: 0.643, data_time: 0.003, memory: 9444, top1_acc: 0.2533, top5_acc: 0.5000, loss_cls: 3.5290, loss: 3.5290, grad_norm: 0.9326 2020-07-22 23:23:32,453 - mmaction - INFO - Epoch [32][520/940] lr: 5.786e-01, eta: 2 days, 11:14:22, time: 0.776, data_time: 0.003, memory: 9444, top1_acc: 0.2398, top5_acc: 0.4828, loss_cls: 3.6092, loss: 3.6092, grad_norm: 0.9399 2020-07-22 23:23:46,787 - mmaction - INFO - Epoch [32][540/940] lr: 5.786e-01, eta: 2 days, 11:13:20, time: 0.717, data_time: 0.004, memory: 9444, top1_acc: 0.2467, top5_acc: 0.4865, loss_cls: 3.5433, loss: 3.5433, grad_norm: 0.9334 2020-07-22 23:24:00,731 - mmaction - INFO - Epoch [32][560/940] lr: 5.786e-01, eta: 2 days, 11:12:15, time: 0.697, data_time: 0.002, memory: 9444, top1_acc: 0.2523, top5_acc: 0.4922, loss_cls: 3.5552, loss: 3.5552, grad_norm: 0.9607 2020-07-22 23:24:15,662 - mmaction - INFO - Epoch [32][580/940] lr: 5.786e-01, eta: 2 days, 11:11:18, time: 0.746, data_time: 0.004, memory: 9444, top1_acc: 0.2457, top5_acc: 0.5035, loss_cls: 3.5235, loss: 3.5235, grad_norm: 0.9352 2020-07-22 23:24:29,888 - mmaction - INFO - Epoch [32][600/940] lr: 5.786e-01, eta: 2 days, 11:10:15, time: 0.712, data_time: 0.003, memory: 9444, top1_acc: 0.2510, top5_acc: 0.4934, loss_cls: 3.5587, loss: 3.5587, grad_norm: 0.9655 2020-07-22 23:24:44,278 - mmaction - INFO - Epoch [32][620/940] lr: 5.786e-01, eta: 2 days, 11:09:14, time: 0.718, data_time: 0.002, memory: 9444, top1_acc: 0.2402, top5_acc: 0.4793, loss_cls: 3.6168, loss: 3.6168, grad_norm: 0.9605 2020-07-22 23:24:58,918 - mmaction - INFO - Epoch [32][640/940] lr: 5.786e-01, eta: 2 days, 11:08:14, time: 0.733, data_time: 0.004, memory: 9444, top1_acc: 0.2451, top5_acc: 0.4828, loss_cls: 3.5915, loss: 3.5915, grad_norm: 0.9399 2020-07-22 23:25:13,058 - mmaction - INFO - Epoch [32][660/940] lr: 5.786e-01, eta: 2 days, 11:07:11, time: 0.707, data_time: 0.003, memory: 9444, top1_acc: 0.2437, top5_acc: 0.4885, loss_cls: 3.5602, loss: 3.5602, grad_norm: 0.9374 2020-07-22 23:25:26,760 - mmaction - INFO - Epoch [32][680/940] lr: 5.786e-01, eta: 2 days, 11:06:05, time: 0.685, data_time: 0.004, memory: 9444, top1_acc: 0.2430, top5_acc: 0.4938, loss_cls: 3.5583, loss: 3.5583, grad_norm: 0.9329 2020-07-22 23:25:40,417 - mmaction - INFO - Epoch [32][700/940] lr: 5.786e-01, eta: 2 days, 11:04:59, time: 0.683, data_time: 0.004, memory: 9444, top1_acc: 0.2449, top5_acc: 0.4750, loss_cls: 3.5845, loss: 3.5845, grad_norm: 0.9491 2020-07-22 23:25:55,222 - mmaction - INFO - Epoch [32][720/940] lr: 5.786e-01, eta: 2 days, 11:04:01, time: 0.740, data_time: 0.002, memory: 9444, top1_acc: 0.2391, top5_acc: 0.4807, loss_cls: 3.6212, loss: 3.6212, grad_norm: 0.9431 2020-07-22 23:26:08,363 - mmaction - INFO - Epoch [32][740/940] lr: 5.786e-01, eta: 2 days, 11:02:51, time: 0.657, data_time: 0.003, memory: 9444, top1_acc: 0.2410, top5_acc: 0.4852, loss_cls: 3.6004, loss: 3.6004, grad_norm: 0.9234 2020-07-22 23:26:23,395 - mmaction - INFO - Epoch [32][760/940] lr: 5.786e-01, eta: 2 days, 11:01:54, time: 0.750, data_time: 0.003, memory: 9444, top1_acc: 0.2391, top5_acc: 0.4801, loss_cls: 3.5858, loss: 3.5858, grad_norm: 0.9480 2020-07-22 23:26:37,290 - mmaction - INFO - Epoch [32][780/940] lr: 5.786e-01, eta: 2 days, 11:00:50, time: 0.695, data_time: 0.004, memory: 9444, top1_acc: 0.2480, top5_acc: 0.4900, loss_cls: 3.5776, loss: 3.5776, grad_norm: 0.9479 2020-07-22 23:26:50,526 - mmaction - INFO - Epoch [32][800/940] lr: 5.786e-01, eta: 2 days, 10:59:41, time: 0.663, data_time: 0.003, memory: 9444, top1_acc: 0.2510, top5_acc: 0.5039, loss_cls: 3.5049, loss: 3.5049, grad_norm: 0.9679 2020-07-22 23:27:06,083 - mmaction - INFO - Epoch [32][820/940] lr: 5.786e-01, eta: 2 days, 10:58:49, time: 0.778, data_time: 0.002, memory: 9444, top1_acc: 0.2424, top5_acc: 0.4887, loss_cls: 3.5618, loss: 3.5618, grad_norm: 0.9482 2020-07-22 23:27:19,344 - mmaction - INFO - Epoch [32][840/940] lr: 5.786e-01, eta: 2 days, 10:57:40, time: 0.663, data_time: 0.003, memory: 9444, top1_acc: 0.2480, top5_acc: 0.4922, loss_cls: 3.5440, loss: 3.5440, grad_norm: 0.9617 2020-07-22 23:27:33,923 - mmaction - INFO - Epoch [32][860/940] lr: 5.786e-01, eta: 2 days, 10:56:41, time: 0.729, data_time: 0.003, memory: 9444, top1_acc: 0.2482, top5_acc: 0.4762, loss_cls: 3.5833, loss: 3.5833, grad_norm: 0.9468 2020-07-22 23:27:48,222 - mmaction - INFO - Epoch [32][880/940] lr: 5.786e-01, eta: 2 days, 10:55:40, time: 0.714, data_time: 0.004, memory: 9444, top1_acc: 0.2564, top5_acc: 0.4949, loss_cls: 3.5360, loss: 3.5360, grad_norm: 0.9544 2020-07-22 23:28:01,938 - mmaction - INFO - Epoch [32][900/940] lr: 5.786e-01, eta: 2 days, 10:54:34, time: 0.686, data_time: 0.015, memory: 9444, top1_acc: 0.2416, top5_acc: 0.4855, loss_cls: 3.5803, loss: 3.5803, grad_norm: 0.9379 2020-07-22 23:28:16,730 - mmaction - INFO - Epoch [32][920/940] lr: 5.786e-01, eta: 2 days, 10:53:37, time: 0.740, data_time: 0.004, memory: 9444, top1_acc: 0.2477, top5_acc: 0.4924, loss_cls: 3.5549, loss: 3.5549, grad_norm: 0.9342 2020-07-22 23:28:29,083 - mmaction - INFO - Epoch [32][940/940] lr: 5.786e-01, eta: 2 days, 10:52:22, time: 0.618, data_time: 0.002, memory: 9444, top1_acc: 0.2417, top5_acc: 0.4992, loss_cls: 3.5389, loss: 3.5389, grad_norm: 0.9506 2020-07-22 23:28:38,047 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-07-22 23:31:08,187 - mmaction - INFO - Epoch [33][20/940] lr: 5.772e-01, eta: 2 days, 11:07:04, time: 7.455, data_time: 6.584, memory: 9444, top1_acc: 0.2406, top5_acc: 0.4871, loss_cls: 3.5793, loss: 3.5793, grad_norm: 0.9566 2020-07-22 23:31:22,249 - mmaction - INFO - Epoch [33][40/940] lr: 5.772e-01, eta: 2 days, 11:06:01, time: 0.704, data_time: 0.002, memory: 9444, top1_acc: 0.2521, top5_acc: 0.5070, loss_cls: 3.4893, loss: 3.4893, grad_norm: 0.9345 2020-07-22 23:31:39,850 - mmaction - INFO - Epoch [33][60/940] lr: 5.772e-01, eta: 2 days, 11:05:22, time: 0.878, data_time: 0.001, memory: 9444, top1_acc: 0.2527, top5_acc: 0.4938, loss_cls: 3.5090, loss: 3.5090, grad_norm: 0.9454 2020-07-22 23:31:53,740 - mmaction - INFO - Epoch [33][80/940] lr: 5.772e-01, eta: 2 days, 11:04:18, time: 0.695, data_time: 0.006, memory: 9444, top1_acc: 0.2463, top5_acc: 0.5018, loss_cls: 3.5130, loss: 3.5130, grad_norm: 0.9389 2020-07-22 23:32:07,733 - mmaction - INFO - Epoch [33][100/940] lr: 5.772e-01, eta: 2 days, 11:03:15, time: 0.701, data_time: 0.004, memory: 9444, top1_acc: 0.2607, top5_acc: 0.5049, loss_cls: 3.4802, loss: 3.4802, grad_norm: 0.9575 2020-07-22 23:32:23,180 - mmaction - INFO - Epoch [33][120/940] lr: 5.772e-01, eta: 2 days, 11:02:21, time: 0.772, data_time: 0.003, memory: 9444, top1_acc: 0.2379, top5_acc: 0.4793, loss_cls: 3.6249, loss: 3.6249, grad_norm: 0.9337 2020-07-22 23:32:36,835 - mmaction - INFO - Epoch [33][140/940] lr: 5.772e-01, eta: 2 days, 11:01:16, time: 0.682, data_time: 0.004, memory: 9444, top1_acc: 0.2437, top5_acc: 0.4813, loss_cls: 3.5869, loss: 3.5869, grad_norm: 0.9151 2020-07-22 23:32:51,322 - mmaction - INFO - Epoch [33][160/940] lr: 5.772e-01, eta: 2 days, 11:00:16, time: 0.725, data_time: 0.005, memory: 9444, top1_acc: 0.2439, top5_acc: 0.4971, loss_cls: 3.5250, loss: 3.5250, grad_norm: 0.9527 2020-07-22 23:33:05,540 - mmaction - INFO - Epoch [33][180/940] lr: 5.772e-01, eta: 2 days, 10:59:14, time: 0.711, data_time: 0.003, memory: 9444, top1_acc: 0.2457, top5_acc: 0.4850, loss_cls: 3.5748, loss: 3.5748, grad_norm: 0.9582 2020-07-22 23:33:18,516 - mmaction - INFO - Epoch [33][200/940] lr: 5.772e-01, eta: 2 days, 10:58:04, time: 0.649, data_time: 0.003, memory: 9444, top1_acc: 0.2482, top5_acc: 0.4904, loss_cls: 3.5443, loss: 3.5443, grad_norm: 0.9389 2020-07-22 23:33:35,138 - mmaction - INFO - Epoch [33][220/940] lr: 5.772e-01, eta: 2 days, 10:57:18, time: 0.826, data_time: 0.002, memory: 9444, top1_acc: 0.2428, top5_acc: 0.4865, loss_cls: 3.5526, loss: 3.5526, grad_norm: 0.9324 2020-07-22 23:33:49,097 - mmaction - INFO - Epoch [33][240/940] lr: 5.772e-01, eta: 2 days, 10:56:16, time: 0.703, data_time: 0.007, memory: 9444, top1_acc: 0.2533, top5_acc: 0.5049, loss_cls: 3.4815, loss: 3.4815, grad_norm: 0.9538 2020-07-22 23:34:03,991 - mmaction - INFO - Epoch [33][260/940] lr: 5.772e-01, eta: 2 days, 10:55:19, time: 0.744, data_time: 0.004, memory: 9444, top1_acc: 0.2455, top5_acc: 0.4949, loss_cls: 3.5164, loss: 3.5164, grad_norm: 0.9518 2020-07-22 23:34:18,908 - mmaction - INFO - Epoch [33][280/940] lr: 5.772e-01, eta: 2 days, 10:54:22, time: 0.745, data_time: 0.003, memory: 9444, top1_acc: 0.2496, top5_acc: 0.4982, loss_cls: 3.5430, loss: 3.5430, grad_norm: 0.9636 2020-07-22 23:34:33,895 - mmaction - INFO - Epoch [33][300/940] lr: 5.772e-01, eta: 2 days, 10:53:26, time: 0.750, data_time: 0.003, memory: 9444, top1_acc: 0.2482, top5_acc: 0.4738, loss_cls: 3.6179, loss: 3.6179, grad_norm: 0.9399 2020-07-22 23:34:48,284 - mmaction - INFO - Epoch [33][320/940] lr: 5.772e-01, eta: 2 days, 10:52:26, time: 0.720, data_time: 0.004, memory: 9444, top1_acc: 0.2480, top5_acc: 0.4803, loss_cls: 3.5918, loss: 3.5918, grad_norm: 0.9522 2020-07-22 23:35:02,832 - mmaction - INFO - Epoch [33][340/940] lr: 5.772e-01, eta: 2 days, 10:51:27, time: 0.727, data_time: 0.003, memory: 9444, top1_acc: 0.2445, top5_acc: 0.4797, loss_cls: 3.5773, loss: 3.5773, grad_norm: 0.9541 2020-07-22 23:35:16,527 - mmaction - INFO - Epoch [33][360/940] lr: 5.772e-01, eta: 2 days, 10:50:22, time: 0.685, data_time: 0.002, memory: 9444, top1_acc: 0.2455, top5_acc: 0.4967, loss_cls: 3.5637, loss: 3.5637, grad_norm: 0.9184 2020-07-22 23:35:29,646 - mmaction - INFO - Epoch [33][380/940] lr: 5.772e-01, eta: 2 days, 10:49:13, time: 0.655, data_time: 0.003, memory: 9444, top1_acc: 0.2549, top5_acc: 0.4975, loss_cls: 3.5197, loss: 3.5197, grad_norm: 0.9567 2020-07-22 23:35:45,323 - mmaction - INFO - Epoch [33][400/940] lr: 5.772e-01, eta: 2 days, 10:48:22, time: 0.784, data_time: 0.004, memory: 9444, top1_acc: 0.2387, top5_acc: 0.4895, loss_cls: 3.5843, loss: 3.5843, grad_norm: 0.9321 2020-07-22 23:35:58,136 - mmaction - INFO - Epoch [33][420/940] lr: 5.772e-01, eta: 2 days, 10:47:12, time: 0.641, data_time: 0.003, memory: 9444, top1_acc: 0.2396, top5_acc: 0.4666, loss_cls: 3.6286, loss: 3.6286, grad_norm: 0.9370 2020-07-22 23:36:13,493 - mmaction - INFO - Epoch [33][440/940] lr: 5.772e-01, eta: 2 days, 10:46:18, time: 0.762, data_time: 0.004, memory: 9444, top1_acc: 0.2420, top5_acc: 0.4865, loss_cls: 3.5737, loss: 3.5737, grad_norm: 0.9440 2020-07-22 23:36:27,410 - mmaction - INFO - Epoch [33][460/940] lr: 5.772e-01, eta: 2 days, 10:45:16, time: 0.702, data_time: 0.009, memory: 9444, top1_acc: 0.2521, top5_acc: 0.4939, loss_cls: 3.5682, loss: 3.5682, grad_norm: 0.9600 2020-07-22 23:36:42,738 - mmaction - INFO - Epoch [33][480/940] lr: 5.772e-01, eta: 2 days, 10:44:23, time: 0.766, data_time: 0.003, memory: 9444, top1_acc: 0.2592, top5_acc: 0.4977, loss_cls: 3.5438, loss: 3.5438, grad_norm: 0.9390 2020-07-22 23:36:56,997 - mmaction - INFO - Epoch [33][500/940] lr: 5.772e-01, eta: 2 days, 10:43:22, time: 0.713, data_time: 0.003, memory: 9444, top1_acc: 0.2428, top5_acc: 0.4848, loss_cls: 3.5681, loss: 3.5681, grad_norm: 0.9348 2020-07-22 23:37:10,309 - mmaction - INFO - Epoch [33][520/940] lr: 5.772e-01, eta: 2 days, 10:42:13, time: 0.649, data_time: 0.003, memory: 9444, top1_acc: 0.2566, top5_acc: 0.4926, loss_cls: 3.5392, loss: 3.5392, grad_norm: 0.9499 2020-07-22 23:37:24,554 - mmaction - INFO - Epoch [33][540/940] lr: 5.772e-01, eta: 2 days, 10:41:15, time: 0.729, data_time: 0.019, memory: 9444, top1_acc: 0.2469, top5_acc: 0.4869, loss_cls: 3.5526, loss: 3.5526, grad_norm: 0.9453 2020-07-22 23:37:38,729 - mmaction - INFO - Epoch [33][560/940] lr: 5.772e-01, eta: 2 days, 10:40:14, time: 0.709, data_time: 0.002, memory: 9444, top1_acc: 0.2441, top5_acc: 0.4957, loss_cls: 3.5481, loss: 3.5481, grad_norm: 0.9491 2020-07-22 23:37:53,096 - mmaction - INFO - Epoch [33][580/940] lr: 5.772e-01, eta: 2 days, 10:39:14, time: 0.718, data_time: 0.004, memory: 9444, top1_acc: 0.2451, top5_acc: 0.4861, loss_cls: 3.5671, loss: 3.5671, grad_norm: 0.9257 2020-07-22 23:38:07,527 - mmaction - INFO - Epoch [33][600/940] lr: 5.772e-01, eta: 2 days, 10:38:15, time: 0.717, data_time: 0.003, memory: 9444, top1_acc: 0.2379, top5_acc: 0.4770, loss_cls: 3.6335, loss: 3.6335, grad_norm: 0.9367 2020-07-22 23:38:21,662 - mmaction - INFO - Epoch [33][620/940] lr: 5.772e-01, eta: 2 days, 10:37:14, time: 0.711, data_time: 0.006, memory: 9444, top1_acc: 0.2463, top5_acc: 0.4961, loss_cls: 3.5246, loss: 3.5246, grad_norm: 0.9292 2020-07-22 23:38:36,526 - mmaction - INFO - Epoch [33][640/940] lr: 5.772e-01, eta: 2 days, 10:36:19, time: 0.744, data_time: 0.005, memory: 9444, top1_acc: 0.2455, top5_acc: 0.4877, loss_cls: 3.5307, loss: 3.5307, grad_norm: 0.9332 2020-07-22 23:38:50,495 - mmaction - INFO - Epoch [33][660/940] lr: 5.772e-01, eta: 2 days, 10:35:17, time: 0.698, data_time: 0.003, memory: 9444, top1_acc: 0.2436, top5_acc: 0.4859, loss_cls: 3.5750, loss: 3.5750, grad_norm: 0.9557 2020-07-22 23:39:04,491 - mmaction - INFO - Epoch [33][680/940] lr: 5.772e-01, eta: 2 days, 10:34:15, time: 0.700, data_time: 0.003, memory: 9444, top1_acc: 0.2471, top5_acc: 0.4861, loss_cls: 3.5942, loss: 3.5942, grad_norm: 0.9375 2020-07-22 23:39:18,574 - mmaction - INFO - Epoch [33][700/940] lr: 5.772e-01, eta: 2 days, 10:33:14, time: 0.704, data_time: 0.003, memory: 9444, top1_acc: 0.2566, top5_acc: 0.4971, loss_cls: 3.5286, loss: 3.5286, grad_norm: 0.9433 2020-07-22 23:39:32,958 - mmaction - INFO - Epoch [33][720/940] lr: 5.772e-01, eta: 2 days, 10:32:15, time: 0.719, data_time: 0.004, memory: 9444, top1_acc: 0.2404, top5_acc: 0.4818, loss_cls: 3.5700, loss: 3.5700, grad_norm: 0.9530 2020-07-22 23:39:47,478 - mmaction - INFO - Epoch [33][740/940] lr: 5.772e-01, eta: 2 days, 10:31:17, time: 0.727, data_time: 0.005, memory: 9444, top1_acc: 0.2525, top5_acc: 0.4859, loss_cls: 3.5387, loss: 3.5387, grad_norm: 0.9307 2020-07-22 23:40:00,351 - mmaction - INFO - Epoch [33][760/940] lr: 5.772e-01, eta: 2 days, 10:30:08, time: 0.643, data_time: 0.002, memory: 9444, top1_acc: 0.2449, top5_acc: 0.4826, loss_cls: 3.5701, loss: 3.5701, grad_norm: 0.9214 2020-07-22 23:40:16,699 - mmaction - INFO - Epoch [33][780/940] lr: 5.772e-01, eta: 2 days, 10:29:21, time: 0.811, data_time: 0.003, memory: 9444, top1_acc: 0.2437, top5_acc: 0.4787, loss_cls: 3.6124, loss: 3.6124, grad_norm: 0.9324 2020-07-22 23:40:30,889 - mmaction - INFO - Epoch [33][800/940] lr: 5.772e-01, eta: 2 days, 10:28:22, time: 0.716, data_time: 0.010, memory: 9444, top1_acc: 0.2447, top5_acc: 0.4977, loss_cls: 3.5402, loss: 3.5402, grad_norm: 0.9401 2020-07-22 23:40:46,326 - mmaction - INFO - Epoch [33][820/940] lr: 5.772e-01, eta: 2 days, 10:27:31, time: 0.772, data_time: 0.003, memory: 9444, top1_acc: 0.2518, top5_acc: 0.4967, loss_cls: 3.5291, loss: 3.5291, grad_norm: 0.9387 2020-07-22 23:40:59,374 - mmaction - INFO - Epoch [33][840/940] lr: 5.772e-01, eta: 2 days, 10:26:23, time: 0.651, data_time: 0.003, memory: 9444, top1_acc: 0.2424, top5_acc: 0.4877, loss_cls: 3.5712, loss: 3.5712, grad_norm: 0.9307 2020-07-22 23:41:14,776 - mmaction - INFO - Epoch [33][860/940] lr: 5.772e-01, eta: 2 days, 10:25:31, time: 0.770, data_time: 0.004, memory: 9444, top1_acc: 0.2475, top5_acc: 0.4883, loss_cls: 3.5439, loss: 3.5439, grad_norm: 0.9450 2020-07-22 23:41:32,205 - mmaction - INFO - Epoch [33][880/940] lr: 5.772e-01, eta: 2 days, 10:24:53, time: 0.868, data_time: 0.004, memory: 9444, top1_acc: 0.2547, top5_acc: 0.4922, loss_cls: 3.5444, loss: 3.5444, grad_norm: 0.9375 2020-07-22 23:41:46,549 - mmaction - INFO - Epoch [33][900/940] lr: 5.772e-01, eta: 2 days, 10:23:55, time: 0.722, data_time: 0.007, memory: 9444, top1_acc: 0.2422, top5_acc: 0.4768, loss_cls: 3.6120, loss: 3.6120, grad_norm: 0.9409 2020-07-22 23:42:01,127 - mmaction - INFO - Epoch [33][920/940] lr: 5.772e-01, eta: 2 days, 10:22:58, time: 0.728, data_time: 0.002, memory: 9444, top1_acc: 0.2346, top5_acc: 0.4707, loss_cls: 3.6159, loss: 3.6159, grad_norm: 0.9437 2020-07-22 23:42:13,402 - mmaction - INFO - Epoch [33][940/940] lr: 5.772e-01, eta: 2 days, 10:21:45, time: 0.614, data_time: 0.002, memory: 9444, top1_acc: 0.2524, top5_acc: 0.4874, loss_cls: 3.5455, loss: 3.5455, grad_norm: 0.9558 2020-07-22 23:44:40,186 - mmaction - INFO - Epoch [34][20/940] lr: 5.757e-01, eta: 2 days, 10:35:01, time: 7.041, data_time: 6.077, memory: 9444, top1_acc: 0.2424, top5_acc: 0.4736, loss_cls: 3.6210, loss: 3.6210, grad_norm: 0.9436 2020-07-22 23:44:53,746 - mmaction - INFO - Epoch [34][40/940] lr: 5.757e-01, eta: 2 days, 10:33:56, time: 0.678, data_time: 0.003, memory: 9444, top1_acc: 0.2545, top5_acc: 0.5061, loss_cls: 3.4585, loss: 3.4585, grad_norm: 0.9457 2020-07-22 23:45:08,978 - mmaction - INFO - Epoch [34][60/940] lr: 5.757e-01, eta: 2 days, 10:33:03, time: 0.762, data_time: 0.004, memory: 9444, top1_acc: 0.2529, top5_acc: 0.4994, loss_cls: 3.5048, loss: 3.5048, grad_norm: 0.9487 2020-07-22 23:45:22,496 - mmaction - INFO - Epoch [34][80/940] lr: 5.757e-01, eta: 2 days, 10:31:58, time: 0.674, data_time: 0.004, memory: 9444, top1_acc: 0.2490, top5_acc: 0.4861, loss_cls: 3.5581, loss: 3.5581, grad_norm: 0.9238 2020-07-22 23:45:36,494 - mmaction - INFO - Epoch [34][100/940] lr: 5.757e-01, eta: 2 days, 10:30:57, time: 0.701, data_time: 0.004, memory: 9444, top1_acc: 0.2549, top5_acc: 0.4975, loss_cls: 3.5137, loss: 3.5137, grad_norm: 0.9704 2020-07-22 23:45:53,399 - mmaction - INFO - Epoch [34][120/940] lr: 5.757e-01, eta: 2 days, 10:30:16, time: 0.846, data_time: 0.003, memory: 9444, top1_acc: 0.2502, top5_acc: 0.4900, loss_cls: 3.5358, loss: 3.5358, grad_norm: 0.9403 2020-07-22 23:46:07,595 - mmaction - INFO - Epoch [34][140/940] lr: 5.757e-01, eta: 2 days, 10:29:16, time: 0.711, data_time: 0.005, memory: 9444, top1_acc: 0.2531, top5_acc: 0.4898, loss_cls: 3.5471, loss: 3.5471, grad_norm: 0.9498 2020-07-22 23:46:22,059 - mmaction - INFO - Epoch [34][160/940] lr: 5.757e-01, eta: 2 days, 10:28:18, time: 0.723, data_time: 0.002, memory: 9444, top1_acc: 0.2467, top5_acc: 0.4848, loss_cls: 3.5342, loss: 3.5342, grad_norm: 0.9477 2020-07-22 23:46:36,700 - mmaction - INFO - Epoch [34][180/940] lr: 5.757e-01, eta: 2 days, 10:27:21, time: 0.731, data_time: 0.003, memory: 9444, top1_acc: 0.2479, top5_acc: 0.5002, loss_cls: 3.5194, loss: 3.5194, grad_norm: 0.9362 2020-07-22 23:46:50,032 - mmaction - INFO - Epoch [34][200/940] lr: 5.757e-01, eta: 2 days, 10:26:15, time: 0.666, data_time: 0.003, memory: 9444, top1_acc: 0.2521, top5_acc: 0.4859, loss_cls: 3.5431, loss: 3.5431, grad_norm: 0.9564 2020-07-22 23:47:05,759 - mmaction - INFO - Epoch [34][220/940] lr: 5.757e-01, eta: 2 days, 10:25:26, time: 0.784, data_time: 0.003, memory: 9444, top1_acc: 0.2605, top5_acc: 0.5010, loss_cls: 3.4984, loss: 3.4984, grad_norm: 0.9653 2020-07-22 23:47:18,858 - mmaction - INFO - Epoch [34][240/940] lr: 5.757e-01, eta: 2 days, 10:24:19, time: 0.658, data_time: 0.006, memory: 9444, top1_acc: 0.2479, top5_acc: 0.4988, loss_cls: 3.5284, loss: 3.5284, grad_norm: 0.9666 2020-07-22 23:47:32,812 - mmaction - INFO - Epoch [34][260/940] lr: 5.757e-01, eta: 2 days, 10:23:18, time: 0.697, data_time: 0.004, memory: 9444, top1_acc: 0.2467, top5_acc: 0.4857, loss_cls: 3.5469, loss: 3.5469, grad_norm: 0.9568 2020-07-22 23:47:47,099 - mmaction - INFO - Epoch [34][280/940] lr: 5.757e-01, eta: 2 days, 10:22:19, time: 0.715, data_time: 0.003, memory: 9444, top1_acc: 0.2453, top5_acc: 0.4934, loss_cls: 3.5407, loss: 3.5407, grad_norm: 0.9587 2020-07-22 23:48:01,766 - mmaction - INFO - Epoch [34][300/940] lr: 5.757e-01, eta: 2 days, 10:21:23, time: 0.734, data_time: 0.002, memory: 9444, top1_acc: 0.2437, top5_acc: 0.4912, loss_cls: 3.5590, loss: 3.5590, grad_norm: 0.9337 2020-07-22 23:48:16,646 - mmaction - INFO - Epoch [34][320/940] lr: 5.757e-01, eta: 2 days, 10:20:25, time: 0.719, data_time: 0.002, memory: 9444, top1_acc: 0.2543, top5_acc: 0.4971, loss_cls: 3.5436, loss: 3.5436, grad_norm: 0.9507 2020-07-22 23:48:31,475 - mmaction - INFO - Epoch [34][340/940] lr: 5.757e-01, eta: 2 days, 10:19:33, time: 0.765, data_time: 0.027, memory: 9444, top1_acc: 0.2396, top5_acc: 0.4957, loss_cls: 3.5825, loss: 3.5825, grad_norm: 0.9391 2020-07-22 23:48:45,313 - mmaction - INFO - Epoch [34][360/940] lr: 5.757e-01, eta: 2 days, 10:18:32, time: 0.692, data_time: 0.003, memory: 9444, top1_acc: 0.2451, top5_acc: 0.4838, loss_cls: 3.5754, loss: 3.5754, grad_norm: 0.9572 2020-07-22 23:48:59,955 - mmaction - INFO - Epoch [34][380/940] lr: 5.757e-01, eta: 2 days, 10:17:36, time: 0.732, data_time: 0.003, memory: 9444, top1_acc: 0.2459, top5_acc: 0.4896, loss_cls: 3.5469, loss: 3.5469, grad_norm: 0.9195 2020-07-22 23:49:14,386 - mmaction - INFO - Epoch [34][400/940] lr: 5.757e-01, eta: 2 days, 10:16:38, time: 0.722, data_time: 0.003, memory: 9444, top1_acc: 0.2523, top5_acc: 0.4990, loss_cls: 3.5176, loss: 3.5176, grad_norm: 0.9492 2020-07-22 23:49:28,258 - mmaction - INFO - Epoch [34][420/940] lr: 5.757e-01, eta: 2 days, 10:15:37, time: 0.693, data_time: 0.002, memory: 9444, top1_acc: 0.2549, top5_acc: 0.4920, loss_cls: 3.5425, loss: 3.5425, grad_norm: 0.9362 2020-07-22 23:49:42,144 - mmaction - INFO - Epoch [34][440/940] lr: 5.757e-01, eta: 2 days, 10:14:36, time: 0.694, data_time: 0.003, memory: 9444, top1_acc: 0.2471, top5_acc: 0.4955, loss_cls: 3.5576, loss: 3.5576, grad_norm: 0.9395 2020-07-22 23:49:57,351 - mmaction - INFO - Epoch [34][460/940] lr: 5.757e-01, eta: 2 days, 10:13:44, time: 0.760, data_time: 0.003, memory: 9444, top1_acc: 0.2486, top5_acc: 0.4959, loss_cls: 3.5156, loss: 3.5156, grad_norm: 0.9464 2020-07-22 23:50:11,428 - mmaction - INFO - Epoch [34][480/940] lr: 5.757e-01, eta: 2 days, 10:12:44, time: 0.702, data_time: 0.002, memory: 9444, top1_acc: 0.2482, top5_acc: 0.4945, loss_cls: 3.5597, loss: 3.5597, grad_norm: 0.9426 2020-07-22 23:50:26,122 - mmaction - INFO - Epoch [34][500/940] lr: 5.757e-01, eta: 2 days, 10:11:48, time: 0.737, data_time: 0.005, memory: 9444, top1_acc: 0.2457, top5_acc: 0.4857, loss_cls: 3.5684, loss: 3.5684, grad_norm: 0.9630 2020-07-22 23:50:39,303 - mmaction - INFO - Epoch [34][520/940] lr: 5.757e-01, eta: 2 days, 10:10:43, time: 0.659, data_time: 0.002, memory: 9444, top1_acc: 0.2430, top5_acc: 0.4885, loss_cls: 3.5776, loss: 3.5776, grad_norm: 0.9311 2020-07-22 23:50:53,180 - mmaction - INFO - Epoch [34][540/940] lr: 5.757e-01, eta: 2 days, 10:09:42, time: 0.692, data_time: 0.003, memory: 9444, top1_acc: 0.2410, top5_acc: 0.4846, loss_cls: 3.5904, loss: 3.5904, grad_norm: 0.9376 2020-07-22 23:51:06,516 - mmaction - INFO - Epoch [34][560/940] lr: 5.757e-01, eta: 2 days, 10:08:38, time: 0.668, data_time: 0.005, memory: 9444, top1_acc: 0.2527, top5_acc: 0.4846, loss_cls: 3.5841, loss: 3.5841, grad_norm: 0.9316 2020-07-22 23:51:21,252 - mmaction - INFO - Epoch [34][580/940] lr: 5.757e-01, eta: 2 days, 10:07:43, time: 0.737, data_time: 0.003, memory: 9444, top1_acc: 0.2441, top5_acc: 0.4805, loss_cls: 3.5894, loss: 3.5894, grad_norm: 0.9344 2020-07-22 23:51:34,543 - mmaction - INFO - Epoch [34][600/940] lr: 5.757e-01, eta: 2 days, 10:06:38, time: 0.664, data_time: 0.003, memory: 9444, top1_acc: 0.2369, top5_acc: 0.4787, loss_cls: 3.6133, loss: 3.6133, grad_norm: 0.9347 2020-07-22 23:51:49,973 - mmaction - INFO - Epoch [34][620/940] lr: 5.757e-01, eta: 2 days, 10:05:48, time: 0.772, data_time: 0.004, memory: 9444, top1_acc: 0.2545, top5_acc: 0.4924, loss_cls: 3.5285, loss: 3.5285, grad_norm: 0.9664 2020-07-22 23:52:03,225 - mmaction - INFO - Epoch [34][640/940] lr: 5.757e-01, eta: 2 days, 10:04:43, time: 0.662, data_time: 0.003, memory: 9444, top1_acc: 0.2480, top5_acc: 0.4820, loss_cls: 3.5525, loss: 3.5525, grad_norm: 0.9585 2020-07-22 23:52:18,641 - mmaction - INFO - Epoch [34][660/940] lr: 5.757e-01, eta: 2 days, 10:03:53, time: 0.773, data_time: 0.004, memory: 9444, top1_acc: 0.2437, top5_acc: 0.4820, loss_cls: 3.5937, loss: 3.5937, grad_norm: 0.9272 2020-07-22 23:52:32,679 - mmaction - INFO - Epoch [34][680/940] lr: 5.757e-01, eta: 2 days, 10:02:54, time: 0.701, data_time: 0.003, memory: 9444, top1_acc: 0.2389, top5_acc: 0.4730, loss_cls: 3.6244, loss: 3.6244, grad_norm: 0.9387 2020-07-22 23:52:45,974 - mmaction - INFO - Epoch [34][700/940] lr: 5.757e-01, eta: 2 days, 10:01:49, time: 0.665, data_time: 0.004, memory: 9444, top1_acc: 0.2541, top5_acc: 0.4900, loss_cls: 3.5528, loss: 3.5528, grad_norm: 0.9472 2020-07-22 23:52:58,977 - mmaction - INFO - Epoch [34][720/940] lr: 5.757e-01, eta: 2 days, 10:00:43, time: 0.650, data_time: 0.004, memory: 9444, top1_acc: 0.2393, top5_acc: 0.4926, loss_cls: 3.5371, loss: 3.5371, grad_norm: 0.9617 2020-07-22 23:53:13,567 - mmaction - INFO - Epoch [34][740/940] lr: 5.757e-01, eta: 2 days, 9:59:48, time: 0.728, data_time: 0.003, memory: 9444, top1_acc: 0.2330, top5_acc: 0.4748, loss_cls: 3.6227, loss: 3.6227, grad_norm: 0.9495 2020-07-22 23:53:30,086 - mmaction - INFO - Epoch [34][760/940] lr: 5.757e-01, eta: 2 days, 9:59:05, time: 0.827, data_time: 0.004, memory: 9444, top1_acc: 0.2576, top5_acc: 0.4957, loss_cls: 3.5231, loss: 3.5231, grad_norm: 0.9311 2020-07-22 23:53:44,230 - mmaction - INFO - Epoch [34][780/940] lr: 5.757e-01, eta: 2 days, 9:58:07, time: 0.708, data_time: 0.003, memory: 9444, top1_acc: 0.2357, top5_acc: 0.4777, loss_cls: 3.6059, loss: 3.6059, grad_norm: 0.9444 2020-07-22 23:53:58,925 - mmaction - INFO - Epoch [34][800/940] lr: 5.757e-01, eta: 2 days, 9:57:12, time: 0.736, data_time: 0.003, memory: 9444, top1_acc: 0.2512, top5_acc: 0.4891, loss_cls: 3.5604, loss: 3.5604, grad_norm: 0.9427 2020-07-22 23:54:13,284 - mmaction - INFO - Epoch [34][820/940] lr: 5.757e-01, eta: 2 days, 9:56:15, time: 0.717, data_time: 0.003, memory: 9444, top1_acc: 0.2414, top5_acc: 0.4787, loss_cls: 3.5832, loss: 3.5832, grad_norm: 0.9500 2020-07-22 23:54:27,255 - mmaction - INFO - Epoch [34][840/940] lr: 5.757e-01, eta: 2 days, 9:55:16, time: 0.697, data_time: 0.002, memory: 9444, top1_acc: 0.2420, top5_acc: 0.4986, loss_cls: 3.5734, loss: 3.5734, grad_norm: 0.9658 2020-07-22 23:54:42,482 - mmaction - INFO - Epoch [34][860/940] lr: 5.757e-01, eta: 2 days, 9:54:25, time: 0.763, data_time: 0.004, memory: 9444, top1_acc: 0.2434, top5_acc: 0.4801, loss_cls: 3.5865, loss: 3.5865, grad_norm: 0.9548 2020-07-22 23:54:56,761 - mmaction - INFO - Epoch [34][880/940] lr: 5.757e-01, eta: 2 days, 9:53:27, time: 0.714, data_time: 0.003, memory: 9444, top1_acc: 0.2479, top5_acc: 0.5002, loss_cls: 3.5248, loss: 3.5248, grad_norm: 0.9477 2020-07-22 23:55:09,981 - mmaction - INFO - Epoch [34][900/940] lr: 5.757e-01, eta: 2 days, 9:52:23, time: 0.657, data_time: 0.004, memory: 9444, top1_acc: 0.2383, top5_acc: 0.4750, loss_cls: 3.6238, loss: 3.6238, grad_norm: 0.9370 2020-07-22 23:55:25,764 - mmaction - INFO - Epoch [34][920/940] lr: 5.757e-01, eta: 2 days, 9:51:36, time: 0.794, data_time: 0.007, memory: 9444, top1_acc: 0.2604, top5_acc: 0.5027, loss_cls: 3.5253, loss: 3.5253, grad_norm: 0.9260 2020-07-22 23:55:39,114 - mmaction - INFO - Epoch [34][940/940] lr: 5.757e-01, eta: 2 days, 9:50:33, time: 0.666, data_time: 0.002, memory: 9444, top1_acc: 0.2425, top5_acc: 0.4856, loss_cls: 3.5852, loss: 3.5852, grad_norm: 0.9519 2020-07-23 00:00:53,766 - mmaction - INFO - Epoch [35][20/940] lr: 5.743e-01, eta: 2 days, 10:21:39, time: 15.448, data_time: 12.580, memory: 9444, top1_acc: 0.2502, top5_acc: 0.4975, loss_cls: 3.5420, loss: 3.5420, grad_norm: 0.9437 2020-07-23 00:01:56,214 - mmaction - INFO - Epoch [35][40/940] lr: 5.743e-01, eta: 2 days, 10:25:55, time: 3.126, data_time: 0.109, memory: 9444, top1_acc: 0.2385, top5_acc: 0.4816, loss_cls: 3.5577, loss: 3.5577, grad_norm: 0.9384 2020-07-23 00:02:28,300 - mmaction - INFO - Epoch [35][60/940] lr: 5.743e-01, eta: 2 days, 10:26:52, time: 1.604, data_time: 0.031, memory: 9444, top1_acc: 0.2564, top5_acc: 0.4998, loss_cls: 3.4854, loss: 3.4854, grad_norm: 0.9539 2020-07-23 00:02:44,820 - mmaction - INFO - Epoch [35][80/940] lr: 5.743e-01, eta: 2 days, 10:26:09, time: 0.829, data_time: 0.007, memory: 9444, top1_acc: 0.2479, top5_acc: 0.4902, loss_cls: 3.5454, loss: 3.5454, grad_norm: 0.9622 2020-07-23 00:02:58,131 - mmaction - INFO - Epoch [35][100/940] lr: 5.743e-01, eta: 2 days, 10:25:04, time: 0.665, data_time: 0.002, memory: 9444, top1_acc: 0.2486, top5_acc: 0.4877, loss_cls: 3.5178, loss: 3.5178, grad_norm: 0.9698 2020-07-23 00:03:12,345 - mmaction - INFO - Epoch [35][120/940] lr: 5.743e-01, eta: 2 days, 10:24:05, time: 0.711, data_time: 0.003, memory: 9444, top1_acc: 0.2471, top5_acc: 0.4914, loss_cls: 3.5335, loss: 3.5335, grad_norm: 0.9339 2020-07-23 00:03:25,520 - mmaction - INFO - Epoch [35][140/940] lr: 5.743e-01, eta: 2 days, 10:22:59, time: 0.658, data_time: 0.003, memory: 9444, top1_acc: 0.2402, top5_acc: 0.4928, loss_cls: 3.5610, loss: 3.5610, grad_norm: 0.9375 2020-07-23 00:03:39,489 - mmaction - INFO - Epoch [35][160/940] lr: 5.743e-01, eta: 2 days, 10:21:59, time: 0.699, data_time: 0.003, memory: 9444, top1_acc: 0.2479, top5_acc: 0.4967, loss_cls: 3.5134, loss: 3.5134, grad_norm: 0.9439 2020-07-23 00:03:53,728 - mmaction - INFO - Epoch [35][180/940] lr: 5.743e-01, eta: 2 days, 10:21:01, time: 0.712, data_time: 0.002, memory: 9444, top1_acc: 0.2420, top5_acc: 0.4881, loss_cls: 3.5600, loss: 3.5600, grad_norm: 0.9532 2020-07-23 00:04:08,620 - mmaction - INFO - Epoch [35][200/940] lr: 5.743e-01, eta: 2 days, 10:20:06, time: 0.744, data_time: 0.002, memory: 9444, top1_acc: 0.2420, top5_acc: 0.4879, loss_cls: 3.5869, loss: 3.5869, grad_norm: 0.9478 2020-07-23 00:04:21,424 - mmaction - INFO - Epoch [35][220/940] lr: 5.743e-01, eta: 2 days, 10:18:59, time: 0.641, data_time: 0.004, memory: 9444, top1_acc: 0.2500, top5_acc: 0.4932, loss_cls: 3.5518, loss: 3.5518, grad_norm: 0.9347 2020-07-23 00:04:36,550 - mmaction - INFO - Epoch [35][240/940] lr: 5.743e-01, eta: 2 days, 10:18:06, time: 0.756, data_time: 0.003, memory: 9444, top1_acc: 0.2594, top5_acc: 0.4998, loss_cls: 3.5061, loss: 3.5061, grad_norm: 0.9494 2020-07-23 00:04:50,240 - mmaction - INFO - Epoch [35][260/940] lr: 5.743e-01, eta: 2 days, 10:17:04, time: 0.684, data_time: 0.003, memory: 9444, top1_acc: 0.2537, top5_acc: 0.4814, loss_cls: 3.5622, loss: 3.5622, grad_norm: 0.9426 2020-07-23 00:05:03,587 - mmaction - INFO - Epoch [35][280/940] lr: 5.743e-01, eta: 2 days, 10:16:00, time: 0.666, data_time: 0.003, memory: 9444, top1_acc: 0.2559, top5_acc: 0.4941, loss_cls: 3.5424, loss: 3.5424, grad_norm: 0.9196 2020-07-23 00:05:17,542 - mmaction - INFO - Epoch [35][300/940] lr: 5.743e-01, eta: 2 days, 10:15:00, time: 0.699, data_time: 0.004, memory: 9444, top1_acc: 0.2551, top5_acc: 0.4906, loss_cls: 3.5270, loss: 3.5270, grad_norm: 0.9453 2020-07-23 00:05:32,286 - mmaction - INFO - Epoch [35][320/940] lr: 5.743e-01, eta: 2 days, 10:14:05, time: 0.736, data_time: 0.003, memory: 9444, top1_acc: 0.2463, top5_acc: 0.4906, loss_cls: 3.5157, loss: 3.5157, grad_norm: 0.9640 2020-07-23 00:05:45,515 - mmaction - INFO - Epoch [35][340/940] lr: 5.743e-01, eta: 2 days, 10:13:01, time: 0.662, data_time: 0.004, memory: 9444, top1_acc: 0.2521, top5_acc: 0.4926, loss_cls: 3.5380, loss: 3.5380, grad_norm: 0.9496 2020-07-23 00:06:01,681 - mmaction - INFO - Epoch [35][360/940] lr: 5.743e-01, eta: 2 days, 10:12:15, time: 0.808, data_time: 0.004, memory: 9444, top1_acc: 0.2479, top5_acc: 0.4951, loss_cls: 3.5377, loss: 3.5377, grad_norm: 0.9642 2020-07-23 00:06:17,432 - mmaction - INFO - Epoch [35][380/940] lr: 5.743e-01, eta: 2 days, 10:11:27, time: 0.787, data_time: 0.005, memory: 9444, top1_acc: 0.2457, top5_acc: 0.4926, loss_cls: 3.5639, loss: 3.5639, grad_norm: 0.9557 2020-07-23 00:06:31,414 - mmaction - INFO - Epoch [35][400/940] lr: 5.743e-01, eta: 2 days, 10:10:27, time: 0.701, data_time: 0.005, memory: 9444, top1_acc: 0.2500, top5_acc: 0.5025, loss_cls: 3.5412, loss: 3.5412, grad_norm: 0.9342 2020-07-23 00:06:46,861 - mmaction - INFO - Epoch [35][420/940] lr: 5.743e-01, eta: 2 days, 10:09:37, time: 0.772, data_time: 0.002, memory: 9444, top1_acc: 0.2396, top5_acc: 0.4844, loss_cls: 3.5854, loss: 3.5854, grad_norm: 0.9385 2020-07-23 00:07:01,061 - mmaction - INFO - Epoch [35][440/940] lr: 5.743e-01, eta: 2 days, 10:08:39, time: 0.710, data_time: 0.003, memory: 9444, top1_acc: 0.2486, top5_acc: 0.4863, loss_cls: 3.5643, loss: 3.5643, grad_norm: 0.9471 2020-07-23 00:07:15,018 - mmaction - INFO - Epoch [35][460/940] lr: 5.743e-01, eta: 2 days, 10:07:40, time: 0.699, data_time: 0.003, memory: 9444, top1_acc: 0.2547, top5_acc: 0.4926, loss_cls: 3.5239, loss: 3.5239, grad_norm: 0.9395 2020-07-23 00:07:29,834 - mmaction - INFO - Epoch [35][480/940] lr: 5.743e-01, eta: 2 days, 10:06:46, time: 0.741, data_time: 0.002, memory: 9444, top1_acc: 0.2557, top5_acc: 0.4934, loss_cls: 3.5513, loss: 3.5513, grad_norm: 0.9395 2020-07-23 00:07:44,017 - mmaction - INFO - Epoch [35][500/940] lr: 5.743e-01, eta: 2 days, 10:05:48, time: 0.708, data_time: 0.003, memory: 9444, top1_acc: 0.2437, top5_acc: 0.4854, loss_cls: 3.5858, loss: 3.5858, grad_norm: 0.9430 2020-07-23 00:07:58,699 - mmaction - INFO - Epoch [35][520/940] lr: 5.743e-01, eta: 2 days, 10:04:53, time: 0.734, data_time: 0.004, memory: 9444, top1_acc: 0.2525, top5_acc: 0.4980, loss_cls: 3.5332, loss: 3.5332, grad_norm: 0.9468 2020-07-23 00:08:12,911 - mmaction - INFO - Epoch [35][540/940] lr: 5.743e-01, eta: 2 days, 10:03:55, time: 0.710, data_time: 0.003, memory: 9444, top1_acc: 0.2477, top5_acc: 0.4852, loss_cls: 3.5648, loss: 3.5648, grad_norm: 0.9649 2020-07-23 00:08:27,211 - mmaction - INFO - Epoch [35][560/940] lr: 5.743e-01, eta: 2 days, 10:02:58, time: 0.716, data_time: 0.003, memory: 9444, top1_acc: 0.2375, top5_acc: 0.4748, loss_cls: 3.6078, loss: 3.6078, grad_norm: 0.9514 2020-07-23 00:08:40,447 - mmaction - INFO - Epoch [35][580/940] lr: 5.743e-01, eta: 2 days, 10:01:54, time: 0.661, data_time: 0.004, memory: 9444, top1_acc: 0.2512, top5_acc: 0.4916, loss_cls: 3.5523, loss: 3.5523, grad_norm: 0.9667 2020-07-23 00:08:55,942 - mmaction - INFO - Epoch [35][600/940] lr: 5.743e-01, eta: 2 days, 10:01:04, time: 0.774, data_time: 0.004, memory: 9444, top1_acc: 0.2443, top5_acc: 0.4887, loss_cls: 3.5585, loss: 3.5585, grad_norm: 0.9452 2020-07-23 00:09:09,032 - mmaction - INFO - Epoch [35][620/940] lr: 5.743e-01, eta: 2 days, 10:00:00, time: 0.655, data_time: 0.011, memory: 9444, top1_acc: 0.2463, top5_acc: 0.4848, loss_cls: 3.5427, loss: 3.5427, grad_norm: 0.9561 2020-07-23 00:09:22,834 - mmaction - INFO - Epoch [35][640/940] lr: 5.743e-01, eta: 2 days, 9:59:00, time: 0.689, data_time: 0.004, memory: 9444, top1_acc: 0.2490, top5_acc: 0.4988, loss_cls: 3.5301, loss: 3.5301, grad_norm: 0.9546 2020-07-23 00:09:36,908 - mmaction - INFO - Epoch [35][660/940] lr: 5.743e-01, eta: 2 days, 9:58:01, time: 0.704, data_time: 0.004, memory: 9444, top1_acc: 0.2525, top5_acc: 0.5061, loss_cls: 3.5069, loss: 3.5069, grad_norm: 0.9547 2020-07-23 00:09:50,915 - mmaction - INFO - Epoch [35][680/940] lr: 5.743e-01, eta: 2 days, 9:57:03, time: 0.702, data_time: 0.005, memory: 9444, top1_acc: 0.2477, top5_acc: 0.4842, loss_cls: 3.5592, loss: 3.5592, grad_norm: 0.9573 2020-07-23 00:10:05,814 - mmaction - INFO - Epoch [35][700/940] lr: 5.743e-01, eta: 2 days, 9:56:10, time: 0.745, data_time: 0.020, memory: 9444, top1_acc: 0.2408, top5_acc: 0.4902, loss_cls: 3.5868, loss: 3.5868, grad_norm: 0.9467 2020-07-23 00:10:20,107 - mmaction - INFO - Epoch [35][720/940] lr: 5.743e-01, eta: 2 days, 9:55:13, time: 0.714, data_time: 0.002, memory: 9444, top1_acc: 0.2383, top5_acc: 0.4824, loss_cls: 3.6011, loss: 3.6011, grad_norm: 0.9568 2020-07-23 00:10:33,974 - mmaction - INFO - Epoch [35][740/940] lr: 5.743e-01, eta: 2 days, 9:54:14, time: 0.693, data_time: 0.003, memory: 9444, top1_acc: 0.2361, top5_acc: 0.4904, loss_cls: 3.5586, loss: 3.5586, grad_norm: 0.9234 2020-07-23 00:10:48,655 - mmaction - INFO - Epoch [35][760/940] lr: 5.743e-01, eta: 2 days, 9:53:20, time: 0.734, data_time: 0.003, memory: 9444, top1_acc: 0.2479, top5_acc: 0.4916, loss_cls: 3.5630, loss: 3.5630, grad_norm: 0.9292 2020-07-23 00:11:01,905 - mmaction - INFO - Epoch [35][780/940] lr: 5.743e-01, eta: 2 days, 9:52:16, time: 0.663, data_time: 0.003, memory: 9444, top1_acc: 0.2385, top5_acc: 0.4707, loss_cls: 3.6053, loss: 3.6053, grad_norm: 0.9744 2020-07-23 00:11:17,213 - mmaction - INFO - Epoch [35][800/940] lr: 5.743e-01, eta: 2 days, 9:51:26, time: 0.765, data_time: 0.003, memory: 9444, top1_acc: 0.2502, top5_acc: 0.4990, loss_cls: 3.5214, loss: 3.5214, grad_norm: 0.9212 2020-07-23 00:11:30,794 - mmaction - INFO - Epoch [35][820/940] lr: 5.743e-01, eta: 2 days, 9:50:25, time: 0.680, data_time: 0.004, memory: 9444, top1_acc: 0.2498, top5_acc: 0.4861, loss_cls: 3.5642, loss: 3.5642, grad_norm: 0.9411 2020-07-23 00:11:44,882 - mmaction - INFO - Epoch [35][840/940] lr: 5.743e-01, eta: 2 days, 9:49:28, time: 0.704, data_time: 0.003, memory: 9444, top1_acc: 0.2414, top5_acc: 0.4920, loss_cls: 3.5724, loss: 3.5724, grad_norm: 0.9423 2020-07-23 00:11:58,261 - mmaction - INFO - Epoch [35][860/940] lr: 5.743e-01, eta: 2 days, 9:48:25, time: 0.668, data_time: 0.003, memory: 9444, top1_acc: 0.2465, top5_acc: 0.4836, loss_cls: 3.5666, loss: 3.5666, grad_norm: 0.9589 2020-07-23 00:12:13,900 - mmaction - INFO - Epoch [35][880/940] lr: 5.743e-01, eta: 2 days, 9:47:38, time: 0.782, data_time: 0.003, memory: 9444, top1_acc: 0.2416, top5_acc: 0.4869, loss_cls: 3.5777, loss: 3.5777, grad_norm: 0.9372 2020-07-23 00:12:28,196 - mmaction - INFO - Epoch [35][900/940] lr: 5.743e-01, eta: 2 days, 9:46:41, time: 0.716, data_time: 0.004, memory: 9444, top1_acc: 0.2463, top5_acc: 0.4971, loss_cls: 3.5098, loss: 3.5098, grad_norm: 0.9468 2020-07-23 00:12:42,067 - mmaction - INFO - Epoch [35][920/940] lr: 5.743e-01, eta: 2 days, 9:45:43, time: 0.693, data_time: 0.003, memory: 9444, top1_acc: 0.2529, top5_acc: 0.4998, loss_cls: 3.5037, loss: 3.5037, grad_norm: 0.9510 2020-07-23 00:12:55,089 - mmaction - INFO - Epoch [35][940/940] lr: 5.743e-01, eta: 2 days, 9:44:38, time: 0.651, data_time: 0.004, memory: 9444, top1_acc: 0.2370, top5_acc: 0.4777, loss_cls: 3.6032, loss: 3.6032, grad_norm: 0.9484 2020-07-23 00:15:31,154 - mmaction - INFO - Epoch [36][20/940] lr: 5.728e-01, eta: 2 days, 9:57:48, time: 7.419, data_time: 6.080, memory: 9444, top1_acc: 0.2373, top5_acc: 0.4906, loss_cls: 3.5643, loss: 3.5643, grad_norm: 0.9289 2020-07-23 00:15:44,100 - mmaction - INFO - Epoch [36][40/940] lr: 5.728e-01, eta: 2 days, 9:56:44, time: 0.651, data_time: 0.007, memory: 9444, top1_acc: 0.2561, top5_acc: 0.5037, loss_cls: 3.4881, loss: 3.4881, grad_norm: 0.9539 2020-07-23 00:15:57,169 - mmaction - INFO - Epoch [36][60/940] lr: 5.728e-01, eta: 2 days, 9:55:39, time: 0.653, data_time: 0.003, memory: 9444, top1_acc: 0.2607, top5_acc: 0.4947, loss_cls: 3.4917, loss: 3.4917, grad_norm: 0.9568 2020-07-23 00:16:11,221 - mmaction - INFO - Epoch [36][80/940] lr: 5.728e-01, eta: 2 days, 9:54:41, time: 0.703, data_time: 0.003, memory: 9444, top1_acc: 0.2682, top5_acc: 0.5189, loss_cls: 3.4416, loss: 3.4416, grad_norm: 0.9539 2020-07-23 00:16:25,247 - mmaction - INFO - Epoch [36][100/940] lr: 5.728e-01, eta: 2 days, 9:53:43, time: 0.701, data_time: 0.003, memory: 9444, top1_acc: 0.2488, top5_acc: 0.4986, loss_cls: 3.5250, loss: 3.5250, grad_norm: 0.9834 2020-07-23 00:16:40,288 - mmaction - INFO - Epoch [36][120/940] lr: 5.728e-01, eta: 2 days, 9:52:51, time: 0.751, data_time: 0.004, memory: 9444, top1_acc: 0.2545, top5_acc: 0.4939, loss_cls: 3.5283, loss: 3.5283, grad_norm: 0.9432 2020-07-23 00:16:54,290 - mmaction - INFO - Epoch [36][140/940] lr: 5.728e-01, eta: 2 days, 9:51:53, time: 0.701, data_time: 0.004, memory: 9444, top1_acc: 0.2551, top5_acc: 0.4934, loss_cls: 3.4862, loss: 3.4862, grad_norm: 0.9341 2020-07-23 00:17:09,098 - mmaction - INFO - Epoch [36][160/940] lr: 5.728e-01, eta: 2 days, 9:51:00, time: 0.741, data_time: 0.005, memory: 9444, top1_acc: 0.2600, top5_acc: 0.4932, loss_cls: 3.5304, loss: 3.5304, grad_norm: 0.9490 2020-07-23 00:17:22,505 - mmaction - INFO - Epoch [36][180/940] lr: 5.728e-01, eta: 2 days, 9:49:58, time: 0.670, data_time: 0.003, memory: 9444, top1_acc: 0.2535, top5_acc: 0.4869, loss_cls: 3.5739, loss: 3.5739, grad_norm: 0.9508 2020-07-23 00:17:37,967 - mmaction - INFO - Epoch [36][200/940] lr: 5.728e-01, eta: 2 days, 9:49:09, time: 0.772, data_time: 0.003, memory: 9444, top1_acc: 0.2564, top5_acc: 0.5025, loss_cls: 3.4950, loss: 3.4950, grad_norm: 0.9433 2020-07-23 00:17:52,114 - mmaction - INFO - Epoch [36][220/940] lr: 5.728e-01, eta: 2 days, 9:48:12, time: 0.710, data_time: 0.005, memory: 9444, top1_acc: 0.2545, top5_acc: 0.4969, loss_cls: 3.5017, loss: 3.5017, grad_norm: 0.9640 2020-07-23 00:18:06,412 - mmaction - INFO - Epoch [36][240/940] lr: 5.728e-01, eta: 2 days, 9:47:16, time: 0.714, data_time: 0.002, memory: 9444, top1_acc: 0.2373, top5_acc: 0.4908, loss_cls: 3.5661, loss: 3.5661, grad_norm: 0.9698 2020-07-23 00:18:20,586 - mmaction - INFO - Epoch [36][260/940] lr: 5.728e-01, eta: 2 days, 9:46:19, time: 0.709, data_time: 0.003, memory: 9444, top1_acc: 0.2508, top5_acc: 0.4988, loss_cls: 3.5114, loss: 3.5114, grad_norm: 0.9441 2020-07-23 00:18:35,158 - mmaction - INFO - Epoch [36][280/940] lr: 5.728e-01, eta: 2 days, 9:45:25, time: 0.728, data_time: 0.003, memory: 9444, top1_acc: 0.2475, top5_acc: 0.4947, loss_cls: 3.5402, loss: 3.5402, grad_norm: 0.9655 2020-07-23 00:18:50,443 - mmaction - INFO - Epoch [36][300/940] lr: 5.728e-01, eta: 2 days, 9:44:35, time: 0.766, data_time: 0.004, memory: 9444, top1_acc: 0.2498, top5_acc: 0.4865, loss_cls: 3.5700, loss: 3.5700, grad_norm: 0.9512 2020-07-23 00:19:05,152 - mmaction - INFO - Epoch [36][320/940] lr: 5.728e-01, eta: 2 days, 9:43:42, time: 0.735, data_time: 0.002, memory: 9444, top1_acc: 0.2451, top5_acc: 0.4939, loss_cls: 3.5527, loss: 3.5527, grad_norm: 0.9441 2020-07-23 00:19:19,391 - mmaction - INFO - Epoch [36][340/940] lr: 5.728e-01, eta: 2 days, 9:42:46, time: 0.712, data_time: 0.004, memory: 9444, top1_acc: 0.2469, top5_acc: 0.4838, loss_cls: 3.5946, loss: 3.5946, grad_norm: 0.9397 2020-07-23 00:19:33,229 - mmaction - INFO - Epoch [36][360/940] lr: 5.728e-01, eta: 2 days, 9:41:47, time: 0.692, data_time: 0.003, memory: 9444, top1_acc: 0.2514, top5_acc: 0.4965, loss_cls: 3.5298, loss: 3.5298, grad_norm: 0.9742 2020-07-23 00:19:47,438 - mmaction - INFO - Epoch [36][380/940] lr: 5.728e-01, eta: 2 days, 9:40:51, time: 0.710, data_time: 0.002, memory: 9444, top1_acc: 0.2469, top5_acc: 0.4770, loss_cls: 3.5969, loss: 3.5969, grad_norm: 0.9516 2020-07-23 00:20:02,352 - mmaction - INFO - Epoch [36][400/940] lr: 5.728e-01, eta: 2 days, 9:39:59, time: 0.744, data_time: 0.003, memory: 9444, top1_acc: 0.2424, top5_acc: 0.4766, loss_cls: 3.5501, loss: 3.5501, grad_norm: 0.9465 2020-07-23 00:20:17,661 - mmaction - INFO - Epoch [36][420/940] lr: 5.728e-01, eta: 2 days, 9:39:09, time: 0.766, data_time: 0.004, memory: 9444, top1_acc: 0.2521, top5_acc: 0.5035, loss_cls: 3.4873, loss: 3.4873, grad_norm: 0.9241 2020-07-23 00:20:32,413 - mmaction - INFO - Epoch [36][440/940] lr: 5.728e-01, eta: 2 days, 9:38:17, time: 0.738, data_time: 0.003, memory: 9444, top1_acc: 0.2486, top5_acc: 0.4881, loss_cls: 3.5458, loss: 3.5458, grad_norm: 0.9513 2020-07-23 00:20:45,687 - mmaction - INFO - Epoch [36][460/940] lr: 5.728e-01, eta: 2 days, 9:37:15, time: 0.664, data_time: 0.003, memory: 9444, top1_acc: 0.2447, top5_acc: 0.4883, loss_cls: 3.5376, loss: 3.5376, grad_norm: 0.9454 2020-07-23 00:20:59,168 - mmaction - INFO - Epoch [36][480/940] lr: 5.728e-01, eta: 2 days, 9:36:14, time: 0.672, data_time: 0.003, memory: 9444, top1_acc: 0.2482, top5_acc: 0.4979, loss_cls: 3.5154, loss: 3.5154, grad_norm: 0.9674 2020-07-23 00:21:14,365 - mmaction - INFO - Epoch [36][500/940] lr: 5.728e-01, eta: 2 days, 9:35:24, time: 0.761, data_time: 0.004, memory: 9444, top1_acc: 0.2471, top5_acc: 0.5012, loss_cls: 3.5230, loss: 3.5230, grad_norm: 0.9752 2020-07-23 00:21:29,408 - mmaction - INFO - Epoch [36][520/940] lr: 5.728e-01, eta: 2 days, 9:34:34, time: 0.752, data_time: 0.004, memory: 9444, top1_acc: 0.2527, top5_acc: 0.5002, loss_cls: 3.5089, loss: 3.5089, grad_norm: 0.9568 2020-07-23 00:21:43,658 - mmaction - INFO - Epoch [36][540/940] lr: 5.728e-01, eta: 2 days, 9:33:38, time: 0.712, data_time: 0.003, memory: 9444, top1_acc: 0.2459, top5_acc: 0.4871, loss_cls: 3.5470, loss: 3.5470, grad_norm: 0.9620 2020-07-23 00:21:56,815 - mmaction - INFO - Epoch [36][560/940] lr: 5.728e-01, eta: 2 days, 9:32:35, time: 0.651, data_time: 0.003, memory: 9444, top1_acc: 0.2412, top5_acc: 0.4844, loss_cls: 3.5723, loss: 3.5723, grad_norm: 0.9529 2020-07-23 00:22:11,598 - mmaction - INFO - Epoch [36][580/940] lr: 5.728e-01, eta: 2 days, 9:31:43, time: 0.746, data_time: 0.010, memory: 9444, top1_acc: 0.2500, top5_acc: 0.4986, loss_cls: 3.5239, loss: 3.5239, grad_norm: 0.9421 2020-07-23 00:22:25,417 - mmaction - INFO - Epoch [36][600/940] lr: 5.728e-01, eta: 2 days, 9:30:45, time: 0.691, data_time: 0.003, memory: 9444, top1_acc: 0.2465, top5_acc: 0.4881, loss_cls: 3.5488, loss: 3.5488, grad_norm: 0.9437 2020-07-23 00:22:40,205 - mmaction - INFO - Epoch [36][620/940] lr: 5.728e-01, eta: 2 days, 9:29:53, time: 0.739, data_time: 0.004, memory: 9444, top1_acc: 0.2551, top5_acc: 0.4930, loss_cls: 3.5281, loss: 3.5281, grad_norm: 0.9524 2020-07-23 00:22:54,403 - mmaction - INFO - Epoch [36][640/940] lr: 5.728e-01, eta: 2 days, 9:28:57, time: 0.712, data_time: 0.004, memory: 9444, top1_acc: 0.2504, top5_acc: 0.4900, loss_cls: 3.5716, loss: 3.5716, grad_norm: 0.9435 2020-07-23 00:23:08,825 - mmaction - INFO - Epoch [36][660/940] lr: 5.728e-01, eta: 2 days, 9:28:03, time: 0.721, data_time: 0.002, memory: 9444, top1_acc: 0.2512, top5_acc: 0.4881, loss_cls: 3.5610, loss: 3.5610, grad_norm: 0.9576 2020-07-23 00:23:23,004 - mmaction - INFO - Epoch [36][680/940] lr: 5.728e-01, eta: 2 days, 9:27:07, time: 0.704, data_time: 0.001, memory: 9444, top1_acc: 0.2420, top5_acc: 0.4826, loss_cls: 3.5696, loss: 3.5696, grad_norm: 0.9477 2020-07-23 00:23:36,721 - mmaction - INFO - Epoch [36][700/940] lr: 5.728e-01, eta: 2 days, 9:26:09, time: 0.690, data_time: 0.006, memory: 9444, top1_acc: 0.2447, top5_acc: 0.4867, loss_cls: 3.5597, loss: 3.5597, grad_norm: 0.9475 2020-07-23 00:23:51,623 - mmaction - INFO - Epoch [36][720/940] lr: 5.728e-01, eta: 2 days, 9:25:17, time: 0.745, data_time: 0.004, memory: 9444, top1_acc: 0.2453, top5_acc: 0.4928, loss_cls: 3.5305, loss: 3.5305, grad_norm: 0.9440 2020-07-23 00:24:05,797 - mmaction - INFO - Epoch [36][740/940] lr: 5.728e-01, eta: 2 days, 9:24:22, time: 0.709, data_time: 0.002, memory: 9444, top1_acc: 0.2367, top5_acc: 0.4857, loss_cls: 3.5822, loss: 3.5822, grad_norm: 0.9434 2020-07-23 00:24:21,498 - mmaction - INFO - Epoch [36][760/940] lr: 5.728e-01, eta: 2 days, 9:23:35, time: 0.785, data_time: 0.004, memory: 9444, top1_acc: 0.2441, top5_acc: 0.4850, loss_cls: 3.5957, loss: 3.5957, grad_norm: 0.9428 2020-07-23 00:24:35,520 - mmaction - INFO - Epoch [36][780/940] lr: 5.728e-01, eta: 2 days, 9:22:39, time: 0.701, data_time: 0.003, memory: 9444, top1_acc: 0.2482, top5_acc: 0.4908, loss_cls: 3.5677, loss: 3.5677, grad_norm: 0.9568 2020-07-23 00:24:49,268 - mmaction - INFO - Epoch [36][800/940] lr: 5.728e-01, eta: 2 days, 9:21:41, time: 0.687, data_time: 0.003, memory: 9444, top1_acc: 0.2406, top5_acc: 0.4799, loss_cls: 3.5994, loss: 3.5994, grad_norm: 0.9463 2020-07-23 00:25:04,400 - mmaction - INFO - Epoch [36][820/940] lr: 5.728e-01, eta: 2 days, 9:20:51, time: 0.755, data_time: 0.002, memory: 9444, top1_acc: 0.2502, top5_acc: 0.4914, loss_cls: 3.5393, loss: 3.5393, grad_norm: 0.9447 2020-07-23 00:25:19,158 - mmaction - INFO - Epoch [36][840/940] lr: 5.728e-01, eta: 2 days, 9:20:00, time: 0.740, data_time: 0.004, memory: 9444, top1_acc: 0.2492, top5_acc: 0.4889, loss_cls: 3.5566, loss: 3.5566, grad_norm: 0.9477 2020-07-23 00:25:33,206 - mmaction - INFO - Epoch [36][860/940] lr: 5.728e-01, eta: 2 days, 9:19:03, time: 0.701, data_time: 0.002, memory: 9444, top1_acc: 0.2479, top5_acc: 0.4783, loss_cls: 3.6007, loss: 3.6007, grad_norm: 0.9370 2020-07-23 00:25:46,200 - mmaction - INFO - Epoch [36][880/940] lr: 5.728e-01, eta: 2 days, 9:18:01, time: 0.650, data_time: 0.004, memory: 9444, top1_acc: 0.2426, top5_acc: 0.4943, loss_cls: 3.5518, loss: 3.5518, grad_norm: 0.9626 2020-07-23 00:25:59,843 - mmaction - INFO - Epoch [36][900/940] lr: 5.728e-01, eta: 2 days, 9:17:02, time: 0.683, data_time: 0.004, memory: 9444, top1_acc: 0.2391, top5_acc: 0.4902, loss_cls: 3.5643, loss: 3.5643, grad_norm: 0.9727 2020-07-23 00:26:14,359 - mmaction - INFO - Epoch [36][920/940] lr: 5.728e-01, eta: 2 days, 9:16:09, time: 0.725, data_time: 0.002, memory: 9444, top1_acc: 0.2562, top5_acc: 0.4879, loss_cls: 3.5342, loss: 3.5342, grad_norm: 0.9513 2020-07-23 00:26:26,761 - mmaction - INFO - Epoch [36][940/940] lr: 5.728e-01, eta: 2 days, 9:15:03, time: 0.621, data_time: 0.002, memory: 9444, top1_acc: 0.2445, top5_acc: 0.4864, loss_cls: 3.5699, loss: 3.5699, grad_norm: 0.9739 2020-07-23 00:26:34,223 - mmaction - INFO - Saving checkpoint at 36 epochs 2020-07-23 00:28:53,784 - mmaction - INFO - Epoch [37][20/940] lr: 5.712e-01, eta: 2 days, 9:26:50, time: 6.950, data_time: 6.191, memory: 9444, top1_acc: 0.2424, top5_acc: 0.4783, loss_cls: 3.6070, loss: 3.6070, grad_norm: 0.9603 2020-07-23 00:29:10,072 - mmaction - INFO - Epoch [37][40/940] lr: 5.712e-01, eta: 2 days, 9:26:08, time: 0.812, data_time: 0.003, memory: 9444, top1_acc: 0.2574, top5_acc: 0.4963, loss_cls: 3.5181, loss: 3.5181, grad_norm: 0.9439 2020-07-23 00:29:23,908 - mmaction - INFO - Epoch [37][60/940] lr: 5.712e-01, eta: 2 days, 9:25:10, time: 0.694, data_time: 0.005, memory: 9444, top1_acc: 0.2533, top5_acc: 0.5004, loss_cls: 3.5075, loss: 3.5075, grad_norm: 0.9469 2020-07-23 00:29:37,123 - mmaction - INFO - Epoch [37][80/940] lr: 5.712e-01, eta: 2 days, 9:24:09, time: 0.659, data_time: 0.002, memory: 9444, top1_acc: 0.2518, top5_acc: 0.4988, loss_cls: 3.5015, loss: 3.5015, grad_norm: 0.9657 2020-07-23 00:29:51,776 - mmaction - INFO - Epoch [37][100/940] lr: 5.712e-01, eta: 2 days, 9:23:16, time: 0.731, data_time: 0.008, memory: 9444, top1_acc: 0.2504, top5_acc: 0.4758, loss_cls: 3.6095, loss: 3.6095, grad_norm: 0.9586 2020-07-23 00:30:04,906 - mmaction - INFO - Epoch [37][120/940] lr: 5.712e-01, eta: 2 days, 9:22:15, time: 0.660, data_time: 0.005, memory: 9444, top1_acc: 0.2568, top5_acc: 0.5014, loss_cls: 3.5014, loss: 3.5014, grad_norm: 0.9268 2020-07-23 00:30:20,176 - mmaction - INFO - Epoch [37][140/940] lr: 5.712e-01, eta: 2 days, 9:21:26, time: 0.762, data_time: 0.002, memory: 9444, top1_acc: 0.2449, top5_acc: 0.4979, loss_cls: 3.5284, loss: 3.5284, grad_norm: 0.9421 2020-07-23 00:30:34,927 - mmaction - INFO - Epoch [37][160/940] lr: 5.712e-01, eta: 2 days, 9:20:34, time: 0.739, data_time: 0.004, memory: 9444, top1_acc: 0.2615, top5_acc: 0.4963, loss_cls: 3.5404, loss: 3.5404, grad_norm: 0.9411 2020-07-23 00:30:49,055 - mmaction - INFO - Epoch [37][180/940] lr: 5.712e-01, eta: 2 days, 9:19:39, time: 0.707, data_time: 0.003, memory: 9444, top1_acc: 0.2521, top5_acc: 0.5018, loss_cls: 3.5281, loss: 3.5281, grad_norm: 0.9287 2020-07-23 00:31:02,256 - mmaction - INFO - Epoch [37][200/940] lr: 5.712e-01, eta: 2 days, 9:18:38, time: 0.660, data_time: 0.002, memory: 9444, top1_acc: 0.2639, top5_acc: 0.5094, loss_cls: 3.4850, loss: 3.4850, grad_norm: 0.9644 2020-07-23 00:31:17,476 - mmaction - INFO - Epoch [37][220/940] lr: 5.712e-01, eta: 2 days, 9:17:49, time: 0.761, data_time: 0.007, memory: 9444, top1_acc: 0.2594, top5_acc: 0.4955, loss_cls: 3.5225, loss: 3.5225, grad_norm: 0.9538 2020-07-23 00:31:31,663 - mmaction - INFO - Epoch [37][240/940] lr: 5.712e-01, eta: 2 days, 9:16:54, time: 0.709, data_time: 0.002, memory: 9444, top1_acc: 0.2541, top5_acc: 0.5027, loss_cls: 3.4986, loss: 3.4986, grad_norm: 0.9657 2020-07-23 00:31:47,576 - mmaction - INFO - Epoch [37][260/940] lr: 5.712e-01, eta: 2 days, 9:16:09, time: 0.795, data_time: 0.002, memory: 9444, top1_acc: 0.2545, top5_acc: 0.4871, loss_cls: 3.5414, loss: 3.5414, grad_norm: 0.9541 2020-07-23 00:32:01,831 - mmaction - INFO - Epoch [37][280/940] lr: 5.712e-01, eta: 2 days, 9:15:15, time: 0.712, data_time: 0.013, memory: 9444, top1_acc: 0.2463, top5_acc: 0.4963, loss_cls: 3.5290, loss: 3.5290, grad_norm: 0.9593 2020-07-23 00:32:15,936 - mmaction - INFO - Epoch [37][300/940] lr: 5.712e-01, eta: 2 days, 9:14:19, time: 0.706, data_time: 0.003, memory: 9444, top1_acc: 0.2527, top5_acc: 0.4973, loss_cls: 3.5287, loss: 3.5287, grad_norm: 0.9796 2020-07-23 00:32:29,166 - mmaction - INFO - Epoch [37][320/940] lr: 5.712e-01, eta: 2 days, 9:13:19, time: 0.661, data_time: 0.002, memory: 9444, top1_acc: 0.2455, top5_acc: 0.4875, loss_cls: 3.5839, loss: 3.5839, grad_norm: 0.9411 2020-07-23 00:32:43,415 - mmaction - INFO - Epoch [37][340/940] lr: 5.712e-01, eta: 2 days, 9:12:24, time: 0.712, data_time: 0.003, memory: 9444, top1_acc: 0.2500, top5_acc: 0.4961, loss_cls: 3.5595, loss: 3.5595, grad_norm: 0.9434 2020-07-23 00:32:58,065 - mmaction - INFO - Epoch [37][360/940] lr: 5.712e-01, eta: 2 days, 9:11:32, time: 0.733, data_time: 0.003, memory: 9444, top1_acc: 0.2459, top5_acc: 0.4877, loss_cls: 3.5619, loss: 3.5619, grad_norm: 0.9448 2020-07-23 00:33:11,941 - mmaction - INFO - Epoch [37][380/940] lr: 5.712e-01, eta: 2 days, 9:10:36, time: 0.692, data_time: 0.002, memory: 9444, top1_acc: 0.2479, top5_acc: 0.4906, loss_cls: 3.5175, loss: 3.5175, grad_norm: 0.9398 2020-07-23 00:33:25,351 - mmaction - INFO - Epoch [37][400/940] lr: 5.712e-01, eta: 2 days, 9:09:36, time: 0.671, data_time: 0.003, memory: 9444, top1_acc: 0.2426, top5_acc: 0.4975, loss_cls: 3.5492, loss: 3.5492, grad_norm: 0.9600 2020-07-23 00:33:40,255 - mmaction - INFO - Epoch [37][420/940] lr: 5.712e-01, eta: 2 days, 9:08:46, time: 0.746, data_time: 0.003, memory: 9444, top1_acc: 0.2568, top5_acc: 0.5023, loss_cls: 3.5046, loss: 3.5046, grad_norm: 0.9528 2020-07-23 00:33:53,636 - mmaction - INFO - Epoch [37][440/940] lr: 5.712e-01, eta: 2 days, 9:07:47, time: 0.668, data_time: 0.003, memory: 9444, top1_acc: 0.2533, top5_acc: 0.5092, loss_cls: 3.4939, loss: 3.4939, grad_norm: 0.9528 2020-07-23 00:34:10,180 - mmaction - INFO - Epoch [37][460/940] lr: 5.712e-01, eta: 2 days, 9:07:06, time: 0.827, data_time: 0.003, memory: 9444, top1_acc: 0.2521, top5_acc: 0.4943, loss_cls: 3.5393, loss: 3.5393, grad_norm: 0.9412 2020-07-23 00:34:24,283 - mmaction - INFO - Epoch [37][480/940] lr: 5.712e-01, eta: 2 days, 9:06:11, time: 0.707, data_time: 0.004, memory: 9444, top1_acc: 0.2613, top5_acc: 0.4971, loss_cls: 3.4799, loss: 3.4799, grad_norm: 0.9414 2020-07-23 00:34:38,873 - mmaction - INFO - Epoch [37][500/940] lr: 5.712e-01, eta: 2 days, 9:05:19, time: 0.729, data_time: 0.003, memory: 9444, top1_acc: 0.2520, top5_acc: 0.4904, loss_cls: 3.5523, loss: 3.5523, grad_norm: 0.9540 2020-07-23 00:34:51,991 - mmaction - INFO - Epoch [37][520/940] lr: 5.712e-01, eta: 2 days, 9:04:19, time: 0.656, data_time: 0.003, memory: 9444, top1_acc: 0.2471, top5_acc: 0.4900, loss_cls: 3.5389, loss: 3.5389, grad_norm: 0.9405 2020-07-23 00:35:05,769 - mmaction - INFO - Epoch [37][540/940] lr: 5.712e-01, eta: 2 days, 9:03:22, time: 0.689, data_time: 0.004, memory: 9444, top1_acc: 0.2439, top5_acc: 0.4959, loss_cls: 3.5474, loss: 3.5474, grad_norm: 0.9601 2020-07-23 00:35:19,906 - mmaction - INFO - Epoch [37][560/940] lr: 5.712e-01, eta: 2 days, 9:02:27, time: 0.706, data_time: 0.002, memory: 9444, top1_acc: 0.2523, top5_acc: 0.4961, loss_cls: 3.5336, loss: 3.5336, grad_norm: 0.9613 2020-07-23 00:35:35,955 - mmaction - INFO - Epoch [37][580/940] lr: 5.712e-01, eta: 2 days, 9:01:44, time: 0.803, data_time: 0.003, memory: 9444, top1_acc: 0.2437, top5_acc: 0.4959, loss_cls: 3.5363, loss: 3.5363, grad_norm: 0.9663 2020-07-23 00:35:49,818 - mmaction - INFO - Epoch [37][600/940] lr: 5.712e-01, eta: 2 days, 9:00:48, time: 0.693, data_time: 0.003, memory: 9444, top1_acc: 0.2385, top5_acc: 0.4893, loss_cls: 3.5520, loss: 3.5520, grad_norm: 0.9527 2020-07-23 00:36:02,948 - mmaction - INFO - Epoch [37][620/940] lr: 5.712e-01, eta: 2 days, 8:59:48, time: 0.657, data_time: 0.003, memory: 9444, top1_acc: 0.2549, top5_acc: 0.4957, loss_cls: 3.5146, loss: 3.5146, grad_norm: 0.9390 2020-07-23 00:36:18,714 - mmaction - INFO - Epoch [37][640/940] lr: 5.712e-01, eta: 2 days, 8:59:03, time: 0.789, data_time: 0.004, memory: 9444, top1_acc: 0.2443, top5_acc: 0.4832, loss_cls: 3.5775, loss: 3.5775, grad_norm: 0.9635 2020-07-23 00:36:31,637 - mmaction - INFO - Epoch [37][660/940] lr: 5.712e-01, eta: 2 days, 8:58:01, time: 0.646, data_time: 0.002, memory: 9444, top1_acc: 0.2422, top5_acc: 0.4836, loss_cls: 3.5415, loss: 3.5415, grad_norm: 0.9287 2020-07-23 00:36:46,041 - mmaction - INFO - Epoch [37][680/940] lr: 5.712e-01, eta: 2 days, 8:57:09, time: 0.720, data_time: 0.002, memory: 9444, top1_acc: 0.2453, top5_acc: 0.4828, loss_cls: 3.5715, loss: 3.5715, grad_norm: 0.9549 2020-07-23 00:37:03,152 - mmaction - INFO - Epoch [37][700/940] lr: 5.712e-01, eta: 2 days, 8:56:32, time: 0.850, data_time: 0.002, memory: 9444, top1_acc: 0.2404, top5_acc: 0.4809, loss_cls: 3.5677, loss: 3.5677, grad_norm: 0.9628 2020-07-23 00:37:16,675 - mmaction - INFO - Epoch [37][720/940] lr: 5.712e-01, eta: 2 days, 8:55:34, time: 0.680, data_time: 0.009, memory: 9444, top1_acc: 0.2412, top5_acc: 0.4840, loss_cls: 3.5974, loss: 3.5974, grad_norm: 0.9538 2020-07-23 00:37:31,714 - mmaction - INFO - Epoch [37][740/940] lr: 5.712e-01, eta: 2 days, 8:54:46, time: 0.753, data_time: 0.002, memory: 9444, top1_acc: 0.2424, top5_acc: 0.4775, loss_cls: 3.5794, loss: 3.5794, grad_norm: 0.9467 2020-07-23 00:37:45,704 - mmaction - INFO - Epoch [37][760/940] lr: 5.712e-01, eta: 2 days, 8:53:51, time: 0.699, data_time: 0.004, memory: 9444, top1_acc: 0.2342, top5_acc: 0.4783, loss_cls: 3.5728, loss: 3.5728, grad_norm: 0.9311 2020-07-23 00:37:59,511 - mmaction - INFO - Epoch [37][780/940] lr: 5.712e-01, eta: 2 days, 8:52:54, time: 0.690, data_time: 0.003, memory: 9444, top1_acc: 0.2629, top5_acc: 0.5033, loss_cls: 3.4954, loss: 3.4954, grad_norm: 0.9378 2020-07-23 00:38:14,179 - mmaction - INFO - Epoch [37][800/940] lr: 5.712e-01, eta: 2 days, 8:52:04, time: 0.734, data_time: 0.003, memory: 9444, top1_acc: 0.2467, top5_acc: 0.4947, loss_cls: 3.5314, loss: 3.5314, grad_norm: 0.9513 2020-07-23 00:38:31,085 - mmaction - INFO - Epoch [37][820/940] lr: 5.712e-01, eta: 2 days, 8:51:26, time: 0.845, data_time: 0.007, memory: 9444, top1_acc: 0.2451, top5_acc: 0.4809, loss_cls: 3.5771, loss: 3.5771, grad_norm: 0.9229 2020-07-23 00:38:46,203 - mmaction - INFO - Epoch [37][840/940] lr: 5.712e-01, eta: 2 days, 8:50:38, time: 0.756, data_time: 0.002, memory: 9444, top1_acc: 0.2480, top5_acc: 0.4887, loss_cls: 3.5628, loss: 3.5628, grad_norm: 0.9555 2020-07-23 00:39:00,261 - mmaction - INFO - Epoch [37][860/940] lr: 5.712e-01, eta: 2 days, 8:49:44, time: 0.702, data_time: 0.003, memory: 9444, top1_acc: 0.2512, top5_acc: 0.4969, loss_cls: 3.5381, loss: 3.5381, grad_norm: 0.9397 2020-07-23 00:39:13,171 - mmaction - INFO - Epoch [37][880/940] lr: 5.712e-01, eta: 2 days, 8:48:42, time: 0.646, data_time: 0.004, memory: 9444, top1_acc: 0.2504, top5_acc: 0.4945, loss_cls: 3.5262, loss: 3.5262, grad_norm: 0.9622 2020-07-23 00:39:27,733 - mmaction - INFO - Epoch [37][900/940] lr: 5.712e-01, eta: 2 days, 8:47:51, time: 0.727, data_time: 0.002, memory: 9444, top1_acc: 0.2459, top5_acc: 0.4873, loss_cls: 3.5466, loss: 3.5466, grad_norm: 0.9514 2020-07-23 00:39:41,656 - mmaction - INFO - Epoch [37][920/940] lr: 5.712e-01, eta: 2 days, 8:46:56, time: 0.698, data_time: 0.002, memory: 9444, top1_acc: 0.2512, top5_acc: 0.4852, loss_cls: 3.5839, loss: 3.5839, grad_norm: 0.9431 2020-07-23 00:39:56,162 - mmaction - INFO - Epoch [37][940/940] lr: 5.712e-01, eta: 2 days, 8:46:05, time: 0.725, data_time: 0.002, memory: 9444, top1_acc: 0.2461, top5_acc: 0.4884, loss_cls: 3.5259, loss: 3.5259, grad_norm: 0.9613 2020-07-23 00:42:32,363 - mmaction - INFO - Epoch [38][20/940] lr: 5.696e-01, eta: 2 days, 8:58:38, time: 7.525, data_time: 5.861, memory: 9444, top1_acc: 0.2422, top5_acc: 0.4840, loss_cls: 3.5759, loss: 3.5759, grad_norm: 0.9621 2020-07-23 00:42:47,919 - mmaction - INFO - Epoch [38][40/940] lr: 5.696e-01, eta: 2 days, 8:57:52, time: 0.777, data_time: 0.002, memory: 9444, top1_acc: 0.2623, top5_acc: 0.5068, loss_cls: 3.4734, loss: 3.4734, grad_norm: 0.9353 2020-07-23 00:43:01,748 - mmaction - INFO - Epoch [38][60/940] lr: 5.696e-01, eta: 2 days, 8:56:56, time: 0.691, data_time: 0.003, memory: 9444, top1_acc: 0.2588, top5_acc: 0.5061, loss_cls: 3.4489, loss: 3.4489, grad_norm: 0.9580 2020-07-23 00:43:16,130 - mmaction - INFO - Epoch [38][80/940] lr: 5.696e-01, eta: 2 days, 8:56:03, time: 0.718, data_time: 0.004, memory: 9444, top1_acc: 0.2488, top5_acc: 0.5000, loss_cls: 3.5394, loss: 3.5394, grad_norm: 0.9723 2020-07-23 00:43:34,100 - mmaction - INFO - Epoch [38][100/940] lr: 5.696e-01, eta: 2 days, 8:55:31, time: 0.898, data_time: 0.004, memory: 9444, top1_acc: 0.2424, top5_acc: 0.4787, loss_cls: 3.5914, loss: 3.5914, grad_norm: 0.9467 2020-07-23 00:43:48,885 - mmaction - INFO - Epoch [38][120/940] lr: 5.696e-01, eta: 2 days, 8:54:42, time: 0.741, data_time: 0.004, memory: 9444, top1_acc: 0.2432, top5_acc: 0.4979, loss_cls: 3.5179, loss: 3.5179, grad_norm: 0.9725 2020-07-23 00:44:03,174 - mmaction - INFO - Epoch [38][140/940] lr: 5.696e-01, eta: 2 days, 8:53:48, time: 0.714, data_time: 0.003, memory: 9444, top1_acc: 0.2459, top5_acc: 0.5020, loss_cls: 3.5220, loss: 3.5220, grad_norm: 0.9530 2020-07-23 00:44:17,586 - mmaction - INFO - Epoch [38][160/940] lr: 5.696e-01, eta: 2 days, 8:52:56, time: 0.721, data_time: 0.003, memory: 9444, top1_acc: 0.2543, top5_acc: 0.4957, loss_cls: 3.5048, loss: 3.5048, grad_norm: 0.9707 2020-07-23 00:44:31,637 - mmaction - INFO - Epoch [38][180/940] lr: 5.696e-01, eta: 2 days, 8:52:02, time: 0.701, data_time: 0.003, memory: 9444, top1_acc: 0.2436, top5_acc: 0.4824, loss_cls: 3.5833, loss: 3.5833, grad_norm: 0.9552 2020-07-23 00:44:44,693 - mmaction - INFO - Epoch [38][200/940] lr: 5.696e-01, eta: 2 days, 8:51:01, time: 0.652, data_time: 0.004, memory: 9444, top1_acc: 0.2457, top5_acc: 0.4980, loss_cls: 3.5210, loss: 3.5210, grad_norm: 0.9430 2020-07-23 00:44:59,158 - mmaction - INFO - Epoch [38][220/940] lr: 5.696e-01, eta: 2 days, 8:50:09, time: 0.722, data_time: 0.003, memory: 9444, top1_acc: 0.2572, top5_acc: 0.4963, loss_cls: 3.5020, loss: 3.5020, grad_norm: 0.9475 2020-07-23 00:45:13,355 - mmaction - INFO - Epoch [38][240/940] lr: 5.696e-01, eta: 2 days, 8:49:16, time: 0.713, data_time: 0.006, memory: 9444, top1_acc: 0.2543, top5_acc: 0.4934, loss_cls: 3.5466, loss: 3.5466, grad_norm: 0.9699 2020-07-23 00:45:28,301 - mmaction - INFO - Epoch [38][260/940] lr: 5.696e-01, eta: 2 days, 8:48:27, time: 0.747, data_time: 0.004, memory: 9444, top1_acc: 0.2574, top5_acc: 0.5031, loss_cls: 3.5132, loss: 3.5132, grad_norm: 0.9498 2020-07-23 00:45:42,743 - mmaction - INFO - Epoch [38][280/940] lr: 5.696e-01, eta: 2 days, 8:47:36, time: 0.723, data_time: 0.004, memory: 9444, top1_acc: 0.2553, top5_acc: 0.4922, loss_cls: 3.5138, loss: 3.5138, grad_norm: 0.9895 2020-07-23 00:45:56,739 - mmaction - INFO - Epoch [38][300/940] lr: 5.696e-01, eta: 2 days, 8:46:41, time: 0.699, data_time: 0.002, memory: 9444, top1_acc: 0.2457, top5_acc: 0.4936, loss_cls: 3.5359, loss: 3.5359, grad_norm: 0.9475 2020-07-23 00:46:11,395 - mmaction - INFO - Epoch [38][320/940] lr: 5.696e-01, eta: 2 days, 8:45:50, time: 0.732, data_time: 0.003, memory: 9444, top1_acc: 0.2482, top5_acc: 0.4922, loss_cls: 3.5337, loss: 3.5337, grad_norm: 0.9208 2020-07-23 00:46:25,896 - mmaction - INFO - Epoch [38][340/940] lr: 5.696e-01, eta: 2 days, 8:44:59, time: 0.727, data_time: 0.004, memory: 9444, top1_acc: 0.2523, top5_acc: 0.4980, loss_cls: 3.5101, loss: 3.5101, grad_norm: 0.9413 2020-07-23 00:46:40,971 - mmaction - INFO - Epoch [38][360/940] lr: 5.696e-01, eta: 2 days, 8:44:11, time: 0.753, data_time: 0.002, memory: 9444, top1_acc: 0.2545, top5_acc: 0.5025, loss_cls: 3.5258, loss: 3.5258, grad_norm: 0.9642 2020-07-23 00:46:54,929 - mmaction - INFO - Epoch [38][380/940] lr: 5.696e-01, eta: 2 days, 8:43:16, time: 0.697, data_time: 0.004, memory: 9444, top1_acc: 0.2531, top5_acc: 0.4945, loss_cls: 3.5712, loss: 3.5712, grad_norm: 0.9600 2020-07-23 00:47:09,116 - mmaction - INFO - Epoch [38][400/940] lr: 5.696e-01, eta: 2 days, 8:42:24, time: 0.711, data_time: 0.005, memory: 9444, top1_acc: 0.2561, top5_acc: 0.5002, loss_cls: 3.5155, loss: 3.5155, grad_norm: 0.9499 2020-07-23 00:47:23,016 - mmaction - INFO - Epoch [38][420/940] lr: 5.696e-01, eta: 2 days, 8:41:29, time: 0.695, data_time: 0.003, memory: 9444, top1_acc: 0.2416, top5_acc: 0.4889, loss_cls: 3.5305, loss: 3.5305, grad_norm: 0.9605 2020-07-23 00:47:41,655 - mmaction - INFO - Epoch [38][440/940] lr: 5.696e-01, eta: 2 days, 8:41:02, time: 0.932, data_time: 0.004, memory: 9444, top1_acc: 0.2516, top5_acc: 0.4891, loss_cls: 3.5227, loss: 3.5227, grad_norm: 0.9406 2020-07-23 00:47:55,882 - mmaction - INFO - Epoch [38][460/940] lr: 5.696e-01, eta: 2 days, 8:40:09, time: 0.712, data_time: 0.003, memory: 9444, top1_acc: 0.2410, top5_acc: 0.4863, loss_cls: 3.5674, loss: 3.5674, grad_norm: 0.9611 2020-07-23 00:48:11,183 - mmaction - INFO - Epoch [38][480/940] lr: 5.696e-01, eta: 2 days, 8:39:23, time: 0.765, data_time: 0.002, memory: 9444, top1_acc: 0.2545, top5_acc: 0.4934, loss_cls: 3.5490, loss: 3.5490, grad_norm: 0.9595 2020-07-23 00:48:25,039 - mmaction - INFO - Epoch [38][500/940] lr: 5.696e-01, eta: 2 days, 8:38:28, time: 0.693, data_time: 0.003, memory: 9444, top1_acc: 0.2479, top5_acc: 0.4914, loss_cls: 3.5281, loss: 3.5281, grad_norm: 0.9553 2020-07-23 00:48:41,040 - mmaction - INFO - Epoch [38][520/940] lr: 5.696e-01, eta: 2 days, 8:37:46, time: 0.800, data_time: 0.003, memory: 9444, top1_acc: 0.2541, top5_acc: 0.4779, loss_cls: 3.5467, loss: 3.5467, grad_norm: 0.9607 2020-07-23 00:48:54,190 - mmaction - INFO - Epoch [38][540/940] lr: 5.696e-01, eta: 2 days, 8:36:47, time: 0.656, data_time: 0.002, memory: 9444, top1_acc: 0.2400, top5_acc: 0.4762, loss_cls: 3.6287, loss: 3.6287, grad_norm: 0.9380 2020-07-23 00:49:09,534 - mmaction - INFO - Epoch [38][560/940] lr: 5.696e-01, eta: 2 days, 8:36:01, time: 0.768, data_time: 0.022, memory: 9444, top1_acc: 0.2498, top5_acc: 0.4947, loss_cls: 3.5163, loss: 3.5163, grad_norm: 0.9625 2020-07-23 00:49:23,985 - mmaction - INFO - Epoch [38][580/940] lr: 5.696e-01, eta: 2 days, 8:35:09, time: 0.723, data_time: 0.010, memory: 9444, top1_acc: 0.2486, top5_acc: 0.4982, loss_cls: 3.5237, loss: 3.5237, grad_norm: 0.9695 2020-07-23 00:49:38,006 - mmaction - INFO - Epoch [38][600/940] lr: 5.696e-01, eta: 2 days, 8:34:16, time: 0.701, data_time: 0.003, memory: 9444, top1_acc: 0.2523, top5_acc: 0.4965, loss_cls: 3.5436, loss: 3.5436, grad_norm: 0.9607 2020-07-23 00:49:51,363 - mmaction - INFO - Epoch [38][620/940] lr: 5.696e-01, eta: 2 days, 8:33:18, time: 0.668, data_time: 0.002, memory: 9444, top1_acc: 0.2525, top5_acc: 0.4912, loss_cls: 3.5312, loss: 3.5312, grad_norm: 0.9374 2020-07-23 00:50:05,527 - mmaction - INFO - Epoch [38][640/940] lr: 5.696e-01, eta: 2 days, 8:32:26, time: 0.707, data_time: 0.003, memory: 9444, top1_acc: 0.2551, top5_acc: 0.4961, loss_cls: 3.5442, loss: 3.5442, grad_norm: 0.9726 2020-07-23 00:50:19,481 - mmaction - INFO - Epoch [38][660/940] lr: 5.696e-01, eta: 2 days, 8:31:32, time: 0.698, data_time: 0.004, memory: 9444, top1_acc: 0.2455, top5_acc: 0.4848, loss_cls: 3.5783, loss: 3.5783, grad_norm: 0.9642 2020-07-23 00:50:34,032 - mmaction - INFO - Epoch [38][680/940] lr: 5.696e-01, eta: 2 days, 8:30:41, time: 0.728, data_time: 0.007, memory: 9444, top1_acc: 0.2551, top5_acc: 0.4975, loss_cls: 3.5036, loss: 3.5036, grad_norm: 0.9452 2020-07-23 00:50:48,794 - mmaction - INFO - Epoch [38][700/940] lr: 5.696e-01, eta: 2 days, 8:29:52, time: 0.738, data_time: 0.003, memory: 9444, top1_acc: 0.2469, top5_acc: 0.4904, loss_cls: 3.5556, loss: 3.5556, grad_norm: 0.9580 2020-07-23 00:51:02,809 - mmaction - INFO - Epoch [38][720/940] lr: 5.696e-01, eta: 2 days, 8:28:59, time: 0.700, data_time: 0.002, memory: 9444, top1_acc: 0.2566, top5_acc: 0.5041, loss_cls: 3.4996, loss: 3.4996, grad_norm: 0.9511 2020-07-23 00:51:17,021 - mmaction - INFO - Epoch [38][740/940] lr: 5.696e-01, eta: 2 days, 8:28:07, time: 0.712, data_time: 0.004, memory: 9444, top1_acc: 0.2459, top5_acc: 0.4848, loss_cls: 3.5712, loss: 3.5712, grad_norm: 0.9555 2020-07-23 00:51:30,794 - mmaction - INFO - Epoch [38][760/940] lr: 5.696e-01, eta: 2 days, 8:27:12, time: 0.688, data_time: 0.002, memory: 9444, top1_acc: 0.2441, top5_acc: 0.4932, loss_cls: 3.5664, loss: 3.5664, grad_norm: 0.9604 2020-07-23 00:51:44,401 - mmaction - INFO - Epoch [38][780/940] lr: 5.696e-01, eta: 2 days, 8:26:16, time: 0.681, data_time: 0.003, memory: 9444, top1_acc: 0.2514, top5_acc: 0.4908, loss_cls: 3.5525, loss: 3.5525, grad_norm: 0.9460 2020-07-23 00:52:00,737 - mmaction - INFO - Epoch [38][800/940] lr: 5.696e-01, eta: 2 days, 8:25:36, time: 0.811, data_time: 0.025, memory: 9444, top1_acc: 0.2607, top5_acc: 0.5062, loss_cls: 3.4933, loss: 3.4933, grad_norm: 0.9555 2020-07-23 00:52:14,579 - mmaction - INFO - Epoch [38][820/940] lr: 5.696e-01, eta: 2 days, 8:24:42, time: 0.698, data_time: 0.009, memory: 9444, top1_acc: 0.2484, top5_acc: 0.4939, loss_cls: 3.5518, loss: 3.5518, grad_norm: 0.9417 2020-07-23 00:52:29,109 - mmaction - INFO - Epoch [38][840/940] lr: 5.696e-01, eta: 2 days, 8:23:52, time: 0.726, data_time: 0.003, memory: 9444, top1_acc: 0.2527, top5_acc: 0.4863, loss_cls: 3.5430, loss: 3.5430, grad_norm: 0.9369 2020-07-23 00:52:44,367 - mmaction - INFO - Epoch [38][860/940] lr: 5.696e-01, eta: 2 days, 8:23:06, time: 0.763, data_time: 0.002, memory: 9444, top1_acc: 0.2375, top5_acc: 0.4836, loss_cls: 3.5933, loss: 3.5933, grad_norm: 0.9632 2020-07-23 00:52:58,711 - mmaction - INFO - Epoch [38][880/940] lr: 5.696e-01, eta: 2 days, 8:22:15, time: 0.717, data_time: 0.002, memory: 9444, top1_acc: 0.2523, top5_acc: 0.4855, loss_cls: 3.5467, loss: 3.5467, grad_norm: 0.9271 2020-07-23 00:53:13,479 - mmaction - INFO - Epoch [38][900/940] lr: 5.696e-01, eta: 2 days, 8:21:26, time: 0.739, data_time: 0.003, memory: 9444, top1_acc: 0.2590, top5_acc: 0.4953, loss_cls: 3.5315, loss: 3.5315, grad_norm: 0.9424 2020-07-23 00:53:27,465 - mmaction - INFO - Epoch [38][920/940] lr: 5.696e-01, eta: 2 days, 8:20:33, time: 0.700, data_time: 0.002, memory: 9444, top1_acc: 0.2535, top5_acc: 0.5000, loss_cls: 3.5156, loss: 3.5156, grad_norm: 0.9636 2020-07-23 00:53:40,439 - mmaction - INFO - Epoch [38][940/940] lr: 5.696e-01, eta: 2 days, 8:19:34, time: 0.649, data_time: 0.001, memory: 9444, top1_acc: 0.2608, top5_acc: 0.5002, loss_cls: 3.4876, loss: 3.4876, grad_norm: 0.9619 2020-07-23 00:56:45,553 - mmaction - INFO - Epoch [39][20/940] lr: 5.680e-01, eta: 2 days, 8:34:17, time: 8.862, data_time: 7.768, memory: 9444, top1_acc: 0.2393, top5_acc: 0.4863, loss_cls: 3.6008, loss: 3.6008, grad_norm: 0.9402 2020-07-23 00:57:00,020 - mmaction - INFO - Epoch [39][40/940] lr: 5.680e-01, eta: 2 days, 8:33:26, time: 0.726, data_time: 0.007, memory: 9444, top1_acc: 0.2543, top5_acc: 0.5045, loss_cls: 3.4817, loss: 3.4817, grad_norm: 0.9554 2020-07-23 00:57:14,769 - mmaction - INFO - Epoch [39][60/940] lr: 5.680e-01, eta: 2 days, 8:32:36, time: 0.731, data_time: 0.003, memory: 9444, top1_acc: 0.2594, top5_acc: 0.5152, loss_cls: 3.4356, loss: 3.4356, grad_norm: 0.9835 2020-07-23 00:57:28,814 - mmaction - INFO - Epoch [39][80/940] lr: 5.680e-01, eta: 2 days, 8:31:44, time: 0.708, data_time: 0.013, memory: 9444, top1_acc: 0.2539, top5_acc: 0.4959, loss_cls: 3.5324, loss: 3.5324, grad_norm: 0.9634 2020-07-23 00:57:42,829 - mmaction - INFO - Epoch [39][100/940] lr: 5.680e-01, eta: 2 days, 8:30:51, time: 0.701, data_time: 0.003, memory: 9444, top1_acc: 0.2428, top5_acc: 0.4930, loss_cls: 3.5702, loss: 3.5702, grad_norm: 0.9519 2020-07-23 00:57:56,690 - mmaction - INFO - Epoch [39][120/940] lr: 5.680e-01, eta: 2 days, 8:29:56, time: 0.692, data_time: 0.003, memory: 9444, top1_acc: 0.2410, top5_acc: 0.4971, loss_cls: 3.4981, loss: 3.4981, grad_norm: 0.9826 2020-07-23 00:58:11,088 - mmaction - INFO - Epoch [39][140/940] lr: 5.680e-01, eta: 2 days, 8:29:05, time: 0.721, data_time: 0.004, memory: 9444, top1_acc: 0.2576, top5_acc: 0.4824, loss_cls: 3.5555, loss: 3.5555, grad_norm: 0.9552 2020-07-23 00:58:24,898 - mmaction - INFO - Epoch [39][160/940] lr: 5.680e-01, eta: 2 days, 8:28:11, time: 0.691, data_time: 0.003, memory: 9444, top1_acc: 0.2551, top5_acc: 0.4854, loss_cls: 3.5170, loss: 3.5170, grad_norm: 0.9558 2020-07-23 00:58:39,213 - mmaction - INFO - Epoch [39][180/940] lr: 5.680e-01, eta: 2 days, 8:27:20, time: 0.715, data_time: 0.003, memory: 9444, top1_acc: 0.2516, top5_acc: 0.4939, loss_cls: 3.4957, loss: 3.4957, grad_norm: 0.9382 2020-07-23 00:58:53,180 - mmaction - INFO - Epoch [39][200/940] lr: 5.680e-01, eta: 2 days, 8:26:26, time: 0.697, data_time: 0.003, memory: 9444, top1_acc: 0.2582, top5_acc: 0.4963, loss_cls: 3.5020, loss: 3.5020, grad_norm: 0.9424 2020-07-23 00:59:08,137 - mmaction - INFO - Epoch [39][220/940] lr: 5.680e-01, eta: 2 days, 8:25:39, time: 0.750, data_time: 0.005, memory: 9444, top1_acc: 0.2494, top5_acc: 0.4926, loss_cls: 3.5306, loss: 3.5306, grad_norm: 0.9561 2020-07-23 00:59:22,653 - mmaction - INFO - Epoch [39][240/940] lr: 5.680e-01, eta: 2 days, 8:24:48, time: 0.724, data_time: 0.002, memory: 9444, top1_acc: 0.2514, top5_acc: 0.4896, loss_cls: 3.5498, loss: 3.5498, grad_norm: 0.9494 2020-07-23 00:59:37,006 - mmaction - INFO - Epoch [39][260/940] lr: 5.680e-01, eta: 2 days, 8:23:57, time: 0.718, data_time: 0.004, memory: 9444, top1_acc: 0.2598, top5_acc: 0.4982, loss_cls: 3.5306, loss: 3.5306, grad_norm: 0.9544 2020-07-23 00:59:51,181 - mmaction - INFO - Epoch [39][280/940] lr: 5.680e-01, eta: 2 days, 8:23:05, time: 0.710, data_time: 0.004, memory: 9444, top1_acc: 0.2520, top5_acc: 0.5016, loss_cls: 3.5278, loss: 3.5278, grad_norm: 0.9573 2020-07-23 01:00:07,171 - mmaction - INFO - Epoch [39][300/940] lr: 5.680e-01, eta: 2 days, 8:22:23, time: 0.793, data_time: 0.003, memory: 9444, top1_acc: 0.2527, top5_acc: 0.4916, loss_cls: 3.5438, loss: 3.5438, grad_norm: 0.9311 2020-07-23 01:00:27,402 - mmaction - INFO - Epoch [39][320/940] lr: 5.680e-01, eta: 2 days, 8:22:05, time: 1.010, data_time: 0.024, memory: 9444, top1_acc: 0.2533, top5_acc: 0.5020, loss_cls: 3.5198, loss: 3.5198, grad_norm: 0.9663 2020-07-23 01:00:42,215 - mmaction - INFO - Epoch [39][340/940] lr: 5.680e-01, eta: 2 days, 8:21:18, time: 0.749, data_time: 0.021, memory: 9444, top1_acc: 0.2523, top5_acc: 0.4977, loss_cls: 3.5187, loss: 3.5187, grad_norm: 0.9590 2020-07-23 01:00:57,394 - mmaction - INFO - Epoch [39][360/940] lr: 5.680e-01, eta: 2 days, 8:20:31, time: 0.757, data_time: 0.001, memory: 9444, top1_acc: 0.2445, top5_acc: 0.4895, loss_cls: 3.5551, loss: 3.5551, grad_norm: 0.9599 2020-07-23 01:01:12,366 - mmaction - INFO - Epoch [39][380/940] lr: 5.680e-01, eta: 2 days, 8:19:44, time: 0.749, data_time: 0.003, memory: 9444, top1_acc: 0.2518, top5_acc: 0.5004, loss_cls: 3.5202, loss: 3.5202, grad_norm: 0.9592 2020-07-23 01:01:26,354 - mmaction - INFO - Epoch [39][400/940] lr: 5.680e-01, eta: 2 days, 8:18:51, time: 0.698, data_time: 0.003, memory: 9444, top1_acc: 0.2490, top5_acc: 0.4945, loss_cls: 3.5536, loss: 3.5536, grad_norm: 0.9557 2020-07-23 01:01:40,370 - mmaction - INFO - Epoch [39][420/940] lr: 5.680e-01, eta: 2 days, 8:17:58, time: 0.703, data_time: 0.006, memory: 9444, top1_acc: 0.2570, top5_acc: 0.5018, loss_cls: 3.5011, loss: 3.5011, grad_norm: 0.9616 2020-07-23 01:01:53,687 - mmaction - INFO - Epoch [39][440/940] lr: 5.680e-01, eta: 2 days, 8:17:02, time: 0.666, data_time: 0.003, memory: 9444, top1_acc: 0.2381, top5_acc: 0.4840, loss_cls: 3.5818, loss: 3.5818, grad_norm: 0.9689 2020-07-23 01:02:07,953 - mmaction - INFO - Epoch [39][460/940] lr: 5.680e-01, eta: 2 days, 8:16:10, time: 0.713, data_time: 0.004, memory: 9444, top1_acc: 0.2623, top5_acc: 0.5023, loss_cls: 3.4814, loss: 3.4814, grad_norm: 0.9567 2020-07-23 01:02:22,389 - mmaction - INFO - Epoch [39][480/940] lr: 5.680e-01, eta: 2 days, 8:15:20, time: 0.722, data_time: 0.004, memory: 9444, top1_acc: 0.2436, top5_acc: 0.4857, loss_cls: 3.5550, loss: 3.5550, grad_norm: 0.9512 2020-07-23 01:02:35,281 - mmaction - INFO - Epoch [39][500/940] lr: 5.680e-01, eta: 2 days, 8:14:21, time: 0.644, data_time: 0.003, memory: 9444, top1_acc: 0.2477, top5_acc: 0.4881, loss_cls: 3.5439, loss: 3.5439, grad_norm: 0.9476 2020-07-23 01:02:51,609 - mmaction - INFO - Epoch [39][520/940] lr: 5.680e-01, eta: 2 days, 8:13:42, time: 0.817, data_time: 0.004, memory: 9444, top1_acc: 0.2633, top5_acc: 0.4959, loss_cls: 3.5129, loss: 3.5129, grad_norm: 0.9538 2020-07-23 01:03:05,668 - mmaction - INFO - Epoch [39][540/940] lr: 5.680e-01, eta: 2 days, 8:12:50, time: 0.704, data_time: 0.004, memory: 9444, top1_acc: 0.2459, top5_acc: 0.4924, loss_cls: 3.5423, loss: 3.5423, grad_norm: 0.9473 2020-07-23 01:03:19,935 - mmaction - INFO - Epoch [39][560/940] lr: 5.680e-01, eta: 2 days, 8:11:59, time: 0.713, data_time: 0.003, memory: 9444, top1_acc: 0.2529, top5_acc: 0.4889, loss_cls: 3.5567, loss: 3.5567, grad_norm: 0.9577 2020-07-23 01:03:35,197 - mmaction - INFO - Epoch [39][580/940] lr: 5.680e-01, eta: 2 days, 8:11:13, time: 0.763, data_time: 0.004, memory: 9444, top1_acc: 0.2484, top5_acc: 0.4877, loss_cls: 3.5598, loss: 3.5598, grad_norm: 0.9538 2020-07-23 01:03:50,676 - mmaction - INFO - Epoch [39][600/940] lr: 5.680e-01, eta: 2 days, 8:10:28, time: 0.765, data_time: 0.003, memory: 9444, top1_acc: 0.2521, top5_acc: 0.4984, loss_cls: 3.5337, loss: 3.5337, grad_norm: 0.9531 2020-07-23 01:04:04,016 - mmaction - INFO - Epoch [39][620/940] lr: 5.680e-01, eta: 2 days, 8:09:33, time: 0.677, data_time: 0.012, memory: 9444, top1_acc: 0.2521, top5_acc: 0.4941, loss_cls: 3.5200, loss: 3.5200, grad_norm: 0.9526 2020-07-23 01:04:17,955 - mmaction - INFO - Epoch [39][640/940] lr: 5.680e-01, eta: 2 days, 8:08:41, time: 0.696, data_time: 0.001, memory: 9444, top1_acc: 0.2443, top5_acc: 0.4959, loss_cls: 3.5375, loss: 3.5375, grad_norm: 0.9572 2020-07-23 01:04:34,167 - mmaction - INFO - Epoch [39][660/940] lr: 5.680e-01, eta: 2 days, 8:08:01, time: 0.811, data_time: 0.002, memory: 9444, top1_acc: 0.2539, top5_acc: 0.5023, loss_cls: 3.5016, loss: 3.5016, grad_norm: 0.9531 2020-07-23 01:04:48,233 - mmaction - INFO - Epoch [39][680/940] lr: 5.680e-01, eta: 2 days, 8:07:09, time: 0.702, data_time: 0.003, memory: 9444, top1_acc: 0.2482, top5_acc: 0.5021, loss_cls: 3.5199, loss: 3.5199, grad_norm: 0.9562 2020-07-23 01:05:03,532 - mmaction - INFO - Epoch [39][700/940] lr: 5.680e-01, eta: 2 days, 8:06:24, time: 0.765, data_time: 0.004, memory: 9444, top1_acc: 0.2533, top5_acc: 0.4977, loss_cls: 3.5087, loss: 3.5087, grad_norm: 0.9697 2020-07-23 01:05:17,491 - mmaction - INFO - Epoch [39][720/940] lr: 5.680e-01, eta: 2 days, 8:05:31, time: 0.698, data_time: 0.003, memory: 9444, top1_acc: 0.2525, top5_acc: 0.4975, loss_cls: 3.5072, loss: 3.5072, grad_norm: 0.9361 2020-07-23 01:05:31,404 - mmaction - INFO - Epoch [39][740/940] lr: 5.680e-01, eta: 2 days, 8:04:39, time: 0.697, data_time: 0.003, memory: 9444, top1_acc: 0.2525, top5_acc: 0.5020, loss_cls: 3.5237, loss: 3.5237, grad_norm: 0.9708 2020-07-23 01:05:45,771 - mmaction - INFO - Epoch [39][760/940] lr: 5.680e-01, eta: 2 days, 8:03:49, time: 0.718, data_time: 0.003, memory: 9444, top1_acc: 0.2527, top5_acc: 0.5020, loss_cls: 3.5310, loss: 3.5310, grad_norm: 0.9598 2020-07-23 01:05:59,783 - mmaction - INFO - Epoch [39][780/940] lr: 5.680e-01, eta: 2 days, 8:02:57, time: 0.700, data_time: 0.003, memory: 9444, top1_acc: 0.2514, top5_acc: 0.4982, loss_cls: 3.5239, loss: 3.5239, grad_norm: 0.9584 2020-07-23 01:06:13,633 - mmaction - INFO - Epoch [39][800/940] lr: 5.680e-01, eta: 2 days, 8:02:04, time: 0.694, data_time: 0.004, memory: 9444, top1_acc: 0.2414, top5_acc: 0.4799, loss_cls: 3.5611, loss: 3.5611, grad_norm: 0.9440 2020-07-23 01:06:28,275 - mmaction - INFO - Epoch [39][820/940] lr: 5.680e-01, eta: 2 days, 8:01:16, time: 0.732, data_time: 0.002, memory: 9444, top1_acc: 0.2465, top5_acc: 0.4842, loss_cls: 3.5816, loss: 3.5816, grad_norm: 0.9540 2020-07-23 01:06:42,512 - mmaction - INFO - Epoch [39][840/940] lr: 5.680e-01, eta: 2 days, 8:00:25, time: 0.712, data_time: 0.002, memory: 9444, top1_acc: 0.2477, top5_acc: 0.4895, loss_cls: 3.5520, loss: 3.5520, grad_norm: 0.9515 2020-07-23 01:06:56,592 - mmaction - INFO - Epoch [39][860/940] lr: 5.680e-01, eta: 2 days, 7:59:34, time: 0.704, data_time: 0.002, memory: 9444, top1_acc: 0.2600, top5_acc: 0.4961, loss_cls: 3.5378, loss: 3.5378, grad_norm: 0.9489 2020-07-23 01:07:10,568 - mmaction - INFO - Epoch [39][880/940] lr: 5.680e-01, eta: 2 days, 7:58:42, time: 0.699, data_time: 0.002, memory: 9444, top1_acc: 0.2443, top5_acc: 0.4920, loss_cls: 3.5331, loss: 3.5331, grad_norm: 0.9516 2020-07-23 01:07:24,518 - mmaction - INFO - Epoch [39][900/940] lr: 5.680e-01, eta: 2 days, 7:57:49, time: 0.696, data_time: 0.001, memory: 9444, top1_acc: 0.2512, top5_acc: 0.4883, loss_cls: 3.5322, loss: 3.5322, grad_norm: 0.9498 2020-07-23 01:07:39,685 - mmaction - INFO - Epoch [39][920/940] lr: 5.680e-01, eta: 2 days, 7:57:04, time: 0.760, data_time: 0.005, memory: 9444, top1_acc: 0.2408, top5_acc: 0.4863, loss_cls: 3.5640, loss: 3.5640, grad_norm: 0.9521 2020-07-23 01:07:52,375 - mmaction - INFO - Epoch [39][940/940] lr: 5.680e-01, eta: 2 days, 7:56:05, time: 0.634, data_time: 0.002, memory: 9444, top1_acc: 0.2622, top5_acc: 0.5037, loss_cls: 3.5090, loss: 3.5090, grad_norm: 0.9548 2020-07-23 01:10:23,656 - mmaction - INFO - Epoch [40][20/940] lr: 5.663e-01, eta: 2 days, 8:07:13, time: 7.168, data_time: 6.177, memory: 9444, top1_acc: 0.2598, top5_acc: 0.5037, loss_cls: 3.4963, loss: 3.4963, grad_norm: 0.9671 2020-07-23 01:10:37,902 - mmaction - INFO - Epoch [40][40/940] lr: 5.663e-01, eta: 2 days, 8:06:22, time: 0.713, data_time: 0.003, memory: 9444, top1_acc: 0.2621, top5_acc: 0.5102, loss_cls: 3.4675, loss: 3.4675, grad_norm: 0.9473 2020-07-23 01:10:52,124 - mmaction - INFO - Epoch [40][60/940] lr: 5.663e-01, eta: 2 days, 8:05:31, time: 0.711, data_time: 0.004, memory: 9444, top1_acc: 0.2486, top5_acc: 0.5072, loss_cls: 3.4766, loss: 3.4766, grad_norm: 0.9621 2020-07-23 01:11:04,920 - mmaction - INFO - Epoch [40][80/940] lr: 5.663e-01, eta: 2 days, 8:04:33, time: 0.640, data_time: 0.002, memory: 9444, top1_acc: 0.2646, top5_acc: 0.5049, loss_cls: 3.4516, loss: 3.4516, grad_norm: 0.9938 2020-07-23 01:11:20,914 - mmaction - INFO - Epoch [40][100/940] lr: 5.663e-01, eta: 2 days, 8:03:52, time: 0.799, data_time: 0.002, memory: 9444, top1_acc: 0.2553, top5_acc: 0.5000, loss_cls: 3.5246, loss: 3.5246, grad_norm: 0.9736 2020-07-23 01:11:34,805 - mmaction - INFO - Epoch [40][120/940] lr: 5.663e-01, eta: 2 days, 8:02:59, time: 0.696, data_time: 0.004, memory: 9444, top1_acc: 0.2467, top5_acc: 0.4982, loss_cls: 3.5192, loss: 3.5192, grad_norm: 0.9750 2020-07-23 01:11:48,558 - mmaction - INFO - Epoch [40][140/940] lr: 5.663e-01, eta: 2 days, 8:02:06, time: 0.686, data_time: 0.002, memory: 9444, top1_acc: 0.2578, top5_acc: 0.4992, loss_cls: 3.5134, loss: 3.5134, grad_norm: 0.9649 2020-07-23 01:12:02,779 - mmaction - INFO - Epoch [40][160/940] lr: 5.663e-01, eta: 2 days, 8:01:15, time: 0.712, data_time: 0.004, memory: 9444, top1_acc: 0.2504, top5_acc: 0.5010, loss_cls: 3.5318, loss: 3.5318, grad_norm: 0.9576 2020-07-23 01:12:16,522 - mmaction - INFO - Epoch [40][180/940] lr: 5.663e-01, eta: 2 days, 8:00:22, time: 0.688, data_time: 0.003, memory: 9444, top1_acc: 0.2557, top5_acc: 0.4996, loss_cls: 3.5139, loss: 3.5139, grad_norm: 0.9598 2020-07-23 01:12:30,800 - mmaction - INFO - Epoch [40][200/940] lr: 5.663e-01, eta: 2 days, 7:59:32, time: 0.713, data_time: 0.003, memory: 9444, top1_acc: 0.2531, top5_acc: 0.5000, loss_cls: 3.5447, loss: 3.5447, grad_norm: 0.9692 2020-07-23 01:12:44,738 - mmaction - INFO - Epoch [40][220/940] lr: 5.663e-01, eta: 2 days, 7:58:40, time: 0.697, data_time: 0.003, memory: 9444, top1_acc: 0.2561, top5_acc: 0.5008, loss_cls: 3.5008, loss: 3.5008, grad_norm: 0.9629 2020-07-23 01:12:59,063 - mmaction - INFO - Epoch [40][240/940] lr: 5.663e-01, eta: 2 days, 7:57:50, time: 0.716, data_time: 0.003, memory: 9444, top1_acc: 0.2479, top5_acc: 0.4869, loss_cls: 3.5638, loss: 3.5638, grad_norm: 0.9524 2020-07-23 01:13:12,988 - mmaction - INFO - Epoch [40][260/940] lr: 5.663e-01, eta: 2 days, 7:56:58, time: 0.696, data_time: 0.003, memory: 9444, top1_acc: 0.2408, top5_acc: 0.4828, loss_cls: 3.5685, loss: 3.5685, grad_norm: 0.9572 2020-07-23 01:13:25,981 - mmaction - INFO - Epoch [40][280/940] lr: 5.663e-01, eta: 2 days, 7:56:01, time: 0.651, data_time: 0.003, memory: 9444, top1_acc: 0.2410, top5_acc: 0.4871, loss_cls: 3.5717, loss: 3.5717, grad_norm: 0.9418 2020-07-23 01:13:41,365 - mmaction - INFO - Epoch [40][300/940] lr: 5.663e-01, eta: 2 days, 7:55:17, time: 0.770, data_time: 0.002, memory: 9444, top1_acc: 0.2574, top5_acc: 0.4924, loss_cls: 3.5106, loss: 3.5106, grad_norm: 0.9525 2020-07-23 01:13:55,295 - mmaction - INFO - Epoch [40][320/940] lr: 5.663e-01, eta: 2 days, 7:54:25, time: 0.696, data_time: 0.003, memory: 9444, top1_acc: 0.2457, top5_acc: 0.4893, loss_cls: 3.5369, loss: 3.5369, grad_norm: 0.9628 2020-07-23 01:14:09,128 - mmaction - INFO - Epoch [40][340/940] lr: 5.663e-01, eta: 2 days, 7:53:32, time: 0.692, data_time: 0.004, memory: 9444, top1_acc: 0.2406, top5_acc: 0.4904, loss_cls: 3.5762, loss: 3.5762, grad_norm: 0.9523 2020-07-23 01:14:22,792 - mmaction - INFO - Epoch [40][360/940] lr: 5.663e-01, eta: 2 days, 7:52:39, time: 0.682, data_time: 0.003, memory: 9444, top1_acc: 0.2582, top5_acc: 0.5070, loss_cls: 3.4693, loss: 3.4693, grad_norm: 0.9415 2020-07-23 01:14:37,082 - mmaction - INFO - Epoch [40][380/940] lr: 5.663e-01, eta: 2 days, 7:51:49, time: 0.715, data_time: 0.004, memory: 9444, top1_acc: 0.2475, top5_acc: 0.4920, loss_cls: 3.5372, loss: 3.5372, grad_norm: 0.9647 2020-07-23 01:14:52,140 - mmaction - INFO - Epoch [40][400/940] lr: 5.663e-01, eta: 2 days, 7:51:04, time: 0.754, data_time: 0.003, memory: 9444, top1_acc: 0.2434, top5_acc: 0.4926, loss_cls: 3.5406, loss: 3.5406, grad_norm: 0.9634 2020-07-23 01:15:05,243 - mmaction - INFO - Epoch [40][420/940] lr: 5.663e-01, eta: 2 days, 7:50:07, time: 0.654, data_time: 0.003, memory: 9444, top1_acc: 0.2453, top5_acc: 0.4842, loss_cls: 3.5566, loss: 3.5566, grad_norm: 0.9729 2020-07-23 01:15:20,062 - mmaction - INFO - Epoch [40][440/940] lr: 5.663e-01, eta: 2 days, 7:49:21, time: 0.741, data_time: 0.003, memory: 9444, top1_acc: 0.2383, top5_acc: 0.4795, loss_cls: 3.5989, loss: 3.5989, grad_norm: 0.9485 2020-07-23 01:15:33,325 - mmaction - INFO - Epoch [40][460/940] lr: 5.663e-01, eta: 2 days, 7:48:25, time: 0.663, data_time: 0.003, memory: 9444, top1_acc: 0.2607, top5_acc: 0.4994, loss_cls: 3.5211, loss: 3.5211, grad_norm: 0.9587 2020-07-23 01:15:47,556 - mmaction - INFO - Epoch [40][480/940] lr: 5.663e-01, eta: 2 days, 7:47:35, time: 0.711, data_time: 0.003, memory: 9444, top1_acc: 0.2600, top5_acc: 0.4920, loss_cls: 3.5223, loss: 3.5223, grad_norm: 0.9601 2020-07-23 01:16:01,343 - mmaction - INFO - Epoch [40][500/940] lr: 5.663e-01, eta: 2 days, 7:46:43, time: 0.689, data_time: 0.017, memory: 9444, top1_acc: 0.2494, top5_acc: 0.4934, loss_cls: 3.5463, loss: 3.5463, grad_norm: 0.9768 2020-07-23 01:16:15,549 - mmaction - INFO - Epoch [40][520/940] lr: 5.663e-01, eta: 2 days, 7:45:53, time: 0.712, data_time: 0.003, memory: 9444, top1_acc: 0.2543, top5_acc: 0.4973, loss_cls: 3.5339, loss: 3.5339, grad_norm: 0.9453 2020-07-23 01:16:29,061 - mmaction - INFO - Epoch [40][540/940] lr: 5.663e-01, eta: 2 days, 7:44:59, time: 0.673, data_time: 0.002, memory: 9444, top1_acc: 0.2365, top5_acc: 0.4834, loss_cls: 3.5915, loss: 3.5915, grad_norm: 0.9548 2020-07-23 01:16:44,146 - mmaction - INFO - Epoch [40][560/940] lr: 5.663e-01, eta: 2 days, 7:44:14, time: 0.755, data_time: 0.004, memory: 9444, top1_acc: 0.2473, top5_acc: 0.5014, loss_cls: 3.5197, loss: 3.5197, grad_norm: 0.9528 2020-07-23 01:16:58,167 - mmaction - INFO - Epoch [40][580/940] lr: 5.663e-01, eta: 2 days, 7:43:23, time: 0.702, data_time: 0.003, memory: 9444, top1_acc: 0.2566, top5_acc: 0.5082, loss_cls: 3.4918, loss: 3.4918, grad_norm: 0.9628 2020-07-23 01:17:13,261 - mmaction - INFO - Epoch [40][600/940] lr: 5.663e-01, eta: 2 days, 7:42:38, time: 0.754, data_time: 0.003, memory: 9444, top1_acc: 0.2539, top5_acc: 0.4920, loss_cls: 3.5080, loss: 3.5080, grad_norm: 0.9515 2020-07-23 01:18:17,683 - mmaction - INFO - Epoch [40][620/940] lr: 5.663e-01, eta: 2 days, 7:46:22, time: 3.220, data_time: 0.498, memory: 9444, top1_acc: 0.2439, top5_acc: 0.5035, loss_cls: 3.5142, loss: 3.5142, grad_norm: 0.9693 2020-07-23 01:18:32,222 - mmaction - INFO - Epoch [40][640/940] lr: 5.663e-01, eta: 2 days, 7:45:34, time: 0.729, data_time: 0.004, memory: 9444, top1_acc: 0.2451, top5_acc: 0.4982, loss_cls: 3.5348, loss: 3.5348, grad_norm: 0.9591 2020-07-23 01:18:47,025 - mmaction - INFO - Epoch [40][660/940] lr: 5.663e-01, eta: 2 days, 7:44:48, time: 0.740, data_time: 0.004, memory: 9444, top1_acc: 0.2615, top5_acc: 0.5084, loss_cls: 3.4630, loss: 3.4630, grad_norm: 0.9422 2020-07-23 01:19:00,129 - mmaction - INFO - Epoch [40][680/940] lr: 5.663e-01, eta: 2 days, 7:43:52, time: 0.654, data_time: 0.002, memory: 9444, top1_acc: 0.2537, top5_acc: 0.5023, loss_cls: 3.5414, loss: 3.5414, grad_norm: 0.9705 2020-07-23 01:20:08,107 - mmaction - INFO - Epoch [40][700/940] lr: 5.663e-01, eta: 2 days, 7:47:54, time: 3.397, data_time: 0.003, memory: 9444, top1_acc: 0.2527, top5_acc: 0.4949, loss_cls: 3.5005, loss: 3.5005, grad_norm: 0.9580 2020-07-23 01:20:22,444 - mmaction - INFO - Epoch [40][720/940] lr: 5.663e-01, eta: 2 days, 7:47:05, time: 0.720, data_time: 0.005, memory: 9444, top1_acc: 0.2592, top5_acc: 0.4980, loss_cls: 3.4810, loss: 3.4810, grad_norm: 0.9727 2020-07-23 01:20:35,902 - mmaction - INFO - Epoch [40][740/940] lr: 5.663e-01, eta: 2 days, 7:46:11, time: 0.671, data_time: 0.003, memory: 9444, top1_acc: 0.2475, top5_acc: 0.4932, loss_cls: 3.4998, loss: 3.4998, grad_norm: 0.9630 2020-07-23 01:20:51,152 - mmaction - INFO - Epoch [40][760/940] lr: 5.663e-01, eta: 2 days, 7:45:27, time: 0.764, data_time: 0.021, memory: 9444, top1_acc: 0.2516, top5_acc: 0.4912, loss_cls: 3.5544, loss: 3.5544, grad_norm: 0.9550 2020-07-23 01:21:39,116 - mmaction - INFO - Epoch [40][780/940] lr: 5.663e-01, eta: 2 days, 7:47:40, time: 2.394, data_time: 0.008, memory: 9444, top1_acc: 0.2619, top5_acc: 0.5061, loss_cls: 3.4846, loss: 3.4846, grad_norm: 0.9674 2020-07-23 01:22:28,177 - mmaction - INFO - Epoch [40][800/940] lr: 5.663e-01, eta: 2 days, 7:49:59, time: 2.457, data_time: 0.672, memory: 9444, top1_acc: 0.2449, top5_acc: 0.4850, loss_cls: 3.5462, loss: 3.5462, grad_norm: 0.9516 2020-07-23 01:22:41,288 - mmaction - INFO - Epoch [40][820/940] lr: 5.663e-01, eta: 2 days, 7:49:03, time: 0.654, data_time: 0.002, memory: 9444, top1_acc: 0.2514, top5_acc: 0.4961, loss_cls: 3.5309, loss: 3.5309, grad_norm: 0.9529 2020-07-23 01:22:56,177 - mmaction - INFO - Epoch [40][840/940] lr: 5.663e-01, eta: 2 days, 7:48:17, time: 0.745, data_time: 0.003, memory: 9444, top1_acc: 0.2520, top5_acc: 0.4898, loss_cls: 3.5367, loss: 3.5367, grad_norm: 0.9652 2020-07-23 01:23:11,948 - mmaction - INFO - Epoch [40][860/940] lr: 5.663e-01, eta: 2 days, 7:47:36, time: 0.788, data_time: 0.003, memory: 9444, top1_acc: 0.2467, top5_acc: 0.4871, loss_cls: 3.5801, loss: 3.5801, grad_norm: 0.9462 2020-07-23 01:23:25,995 - mmaction - INFO - Epoch [40][880/940] lr: 5.663e-01, eta: 2 days, 7:46:45, time: 0.703, data_time: 0.003, memory: 9444, top1_acc: 0.2412, top5_acc: 0.4920, loss_cls: 3.5633, loss: 3.5633, grad_norm: 0.9636 2020-07-23 01:23:40,466 - mmaction - INFO - Epoch [40][900/940] lr: 5.663e-01, eta: 2 days, 7:45:56, time: 0.722, data_time: 0.002, memory: 9444, top1_acc: 0.2459, top5_acc: 0.4893, loss_cls: 3.5348, loss: 3.5348, grad_norm: 0.9602 2020-07-23 01:23:55,162 - mmaction - INFO - Epoch [40][920/940] lr: 5.663e-01, eta: 2 days, 7:45:09, time: 0.736, data_time: 0.004, memory: 9444, top1_acc: 0.2473, top5_acc: 0.4895, loss_cls: 3.5471, loss: 3.5471, grad_norm: 0.9568 2020-07-23 01:24:07,651 - mmaction - INFO - Epoch [40][940/940] lr: 5.663e-01, eta: 2 days, 7:44:10, time: 0.625, data_time: 0.003, memory: 9444, top1_acc: 0.2441, top5_acc: 0.4862, loss_cls: 3.5602, loss: 3.5602, grad_norm: 0.9617 2020-07-23 01:24:17,548 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-07-23 01:29:14,201 - mmaction - INFO - Epoch [41][20/940] lr: 5.646e-01, eta: 2 days, 8:08:41, time: 14.803, data_time: 13.846, memory: 9444, top1_acc: 0.2521, top5_acc: 0.5016, loss_cls: 3.5105, loss: 3.5105, grad_norm: 0.9620 2020-07-23 01:29:26,946 - mmaction - INFO - Epoch [41][40/940] lr: 5.646e-01, eta: 2 days, 8:07:43, time: 0.639, data_time: 0.004, memory: 9444, top1_acc: 0.2545, top5_acc: 0.4965, loss_cls: 3.5128, loss: 3.5128, grad_norm: 0.9382 2020-07-23 01:29:41,486 - mmaction - INFO - Epoch [41][60/940] lr: 5.646e-01, eta: 2 days, 8:06:54, time: 0.727, data_time: 0.002, memory: 9444, top1_acc: 0.2527, top5_acc: 0.4971, loss_cls: 3.5214, loss: 3.5214, grad_norm: 0.9677 2020-07-23 01:29:55,752 - mmaction - INFO - Epoch [41][80/940] lr: 5.646e-01, eta: 2 days, 8:06:04, time: 0.714, data_time: 0.020, memory: 9444, top1_acc: 0.2568, top5_acc: 0.5004, loss_cls: 3.4819, loss: 3.4819, grad_norm: 0.9612 2020-07-23 01:30:10,812 - mmaction - INFO - Epoch [41][100/940] lr: 5.646e-01, eta: 2 days, 8:05:18, time: 0.752, data_time: 0.002, memory: 9444, top1_acc: 0.2637, top5_acc: 0.5062, loss_cls: 3.4839, loss: 3.4839, grad_norm: 0.9732 2020-07-23 01:30:24,920 - mmaction - INFO - Epoch [41][120/940] lr: 5.646e-01, eta: 2 days, 8:04:27, time: 0.705, data_time: 0.003, memory: 9444, top1_acc: 0.2631, top5_acc: 0.5018, loss_cls: 3.4968, loss: 3.4968, grad_norm: 0.9757 2020-07-23 01:30:38,075 - mmaction - INFO - Epoch [41][140/940] lr: 5.646e-01, eta: 2 days, 8:03:31, time: 0.658, data_time: 0.003, memory: 9444, top1_acc: 0.2533, top5_acc: 0.4873, loss_cls: 3.5848, loss: 3.5848, grad_norm: 0.9675 2020-07-23 01:30:53,287 - mmaction - INFO - Epoch [41][160/940] lr: 5.646e-01, eta: 2 days, 8:02:46, time: 0.761, data_time: 0.003, memory: 9444, top1_acc: 0.2518, top5_acc: 0.4916, loss_cls: 3.5437, loss: 3.5437, grad_norm: 0.9568 2020-07-23 01:31:07,004 - mmaction - INFO - Epoch [41][180/940] lr: 5.646e-01, eta: 2 days, 8:01:53, time: 0.686, data_time: 0.003, memory: 9444, top1_acc: 0.2570, top5_acc: 0.4971, loss_cls: 3.4969, loss: 3.4969, grad_norm: 0.9679 2020-07-23 01:31:20,912 - mmaction - INFO - Epoch [41][200/940] lr: 5.646e-01, eta: 2 days, 8:01:01, time: 0.695, data_time: 0.015, memory: 9444, top1_acc: 0.2574, top5_acc: 0.4996, loss_cls: 3.4905, loss: 3.4905, grad_norm: 0.9564 2020-07-23 01:31:36,089 - mmaction - INFO - Epoch [41][220/940] lr: 5.646e-01, eta: 2 days, 8:00:16, time: 0.759, data_time: 0.003, memory: 9444, top1_acc: 0.2535, top5_acc: 0.4902, loss_cls: 3.5361, loss: 3.5361, grad_norm: 0.9748 2020-07-23 01:31:49,960 - mmaction - INFO - Epoch [41][240/940] lr: 5.646e-01, eta: 2 days, 7:59:23, time: 0.692, data_time: 0.003, memory: 9444, top1_acc: 0.2498, top5_acc: 0.4936, loss_cls: 3.5411, loss: 3.5411, grad_norm: 0.9571 2020-07-23 01:32:05,076 - mmaction - INFO - Epoch [41][260/940] lr: 5.646e-01, eta: 2 days, 7:58:38, time: 0.757, data_time: 0.004, memory: 9444, top1_acc: 0.2572, top5_acc: 0.4969, loss_cls: 3.4952, loss: 3.4952, grad_norm: 0.9527 2020-07-23 01:32:20,389 - mmaction - INFO - Epoch [41][280/940] lr: 5.646e-01, eta: 2 days, 7:57:54, time: 0.766, data_time: 0.004, memory: 9444, top1_acc: 0.2592, top5_acc: 0.4867, loss_cls: 3.5573, loss: 3.5573, grad_norm: 0.9488 2020-07-23 01:32:34,877 - mmaction - INFO - Epoch [41][300/940] lr: 5.646e-01, eta: 2 days, 7:57:05, time: 0.725, data_time: 0.004, memory: 9444, top1_acc: 0.2551, top5_acc: 0.4994, loss_cls: 3.5204, loss: 3.5204, grad_norm: 0.9536 2020-07-23 01:32:50,164 - mmaction - INFO - Epoch [41][320/940] lr: 5.646e-01, eta: 2 days, 7:56:14, time: 0.700, data_time: 0.001, memory: 9444, top1_acc: 0.2510, top5_acc: 0.4986, loss_cls: 3.5273, loss: 3.5273, grad_norm: 0.9741 2020-07-23 01:33:04,740 - mmaction - INFO - Epoch [41][340/940] lr: 5.646e-01, eta: 2 days, 7:55:33, time: 0.793, data_time: 0.065, memory: 9444, top1_acc: 0.2576, top5_acc: 0.4941, loss_cls: 3.5162, loss: 3.5162, grad_norm: 0.9440 2020-07-23 01:33:19,108 - mmaction - INFO - Epoch [41][360/940] lr: 5.646e-01, eta: 2 days, 7:54:43, time: 0.717, data_time: 0.002, memory: 9444, top1_acc: 0.2486, top5_acc: 0.4924, loss_cls: 3.5346, loss: 3.5346, grad_norm: 0.9236 2020-07-23 01:33:32,894 - mmaction - INFO - Epoch [41][380/940] lr: 5.646e-01, eta: 2 days, 7:53:51, time: 0.689, data_time: 0.003, memory: 9444, top1_acc: 0.2559, top5_acc: 0.5076, loss_cls: 3.4995, loss: 3.4995, grad_norm: 0.9485 2020-07-23 01:33:45,987 - mmaction - INFO - Epoch [41][400/940] lr: 5.646e-01, eta: 2 days, 7:52:55, time: 0.654, data_time: 0.003, memory: 9444, top1_acc: 0.2439, top5_acc: 0.4998, loss_cls: 3.5290, loss: 3.5290, grad_norm: 0.9474 2020-07-23 01:33:59,804 - mmaction - INFO - Epoch [41][420/940] lr: 5.646e-01, eta: 2 days, 7:52:03, time: 0.690, data_time: 0.003, memory: 9444, top1_acc: 0.2490, top5_acc: 0.4877, loss_cls: 3.5474, loss: 3.5474, grad_norm: 0.9643 2020-07-23 01:34:13,862 - mmaction - INFO - Epoch [41][440/940] lr: 5.646e-01, eta: 2 days, 7:51:13, time: 0.705, data_time: 0.004, memory: 9444, top1_acc: 0.2557, top5_acc: 0.4967, loss_cls: 3.4947, loss: 3.4947, grad_norm: 0.9610 2020-07-23 01:34:28,309 - mmaction - INFO - Epoch [41][460/940] lr: 5.646e-01, eta: 2 days, 7:50:24, time: 0.722, data_time: 0.002, memory: 9444, top1_acc: 0.2590, top5_acc: 0.5045, loss_cls: 3.4900, loss: 3.4900, grad_norm: 0.9463 2020-07-23 01:34:42,144 - mmaction - INFO - Epoch [41][480/940] lr: 5.646e-01, eta: 2 days, 7:49:32, time: 0.693, data_time: 0.003, memory: 9444, top1_acc: 0.2406, top5_acc: 0.4906, loss_cls: 3.5707, loss: 3.5707, grad_norm: 0.9786 2020-07-23 01:34:59,185 - mmaction - INFO - Epoch [41][500/940] lr: 5.646e-01, eta: 2 days, 7:48:57, time: 0.852, data_time: 0.001, memory: 9444, top1_acc: 0.2453, top5_acc: 0.4867, loss_cls: 3.5599, loss: 3.5599, grad_norm: 0.9580 2020-07-23 01:35:13,947 - mmaction - INFO - Epoch [41][520/940] lr: 5.646e-01, eta: 2 days, 7:48:10, time: 0.738, data_time: 0.002, memory: 9444, top1_acc: 0.2566, top5_acc: 0.4994, loss_cls: 3.5263, loss: 3.5263, grad_norm: 0.9639 2020-07-23 01:35:27,075 - mmaction - INFO - Epoch [41][540/940] lr: 5.646e-01, eta: 2 days, 7:47:15, time: 0.656, data_time: 0.009, memory: 9444, top1_acc: 0.2414, top5_acc: 0.4969, loss_cls: 3.5297, loss: 3.5297, grad_norm: 0.9529 2020-07-23 01:35:40,957 - mmaction - INFO - Epoch [41][560/940] lr: 5.646e-01, eta: 2 days, 7:46:23, time: 0.694, data_time: 0.003, memory: 9444, top1_acc: 0.2508, top5_acc: 0.5127, loss_cls: 3.4689, loss: 3.4689, grad_norm: 0.9538 2020-07-23 01:35:55,921 - mmaction - INFO - Epoch [41][580/940] lr: 5.646e-01, eta: 2 days, 7:45:38, time: 0.747, data_time: 0.004, memory: 9444, top1_acc: 0.2543, top5_acc: 0.4943, loss_cls: 3.5274, loss: 3.5274, grad_norm: 0.9597 2020-07-23 01:36:09,702 - mmaction - INFO - Epoch [41][600/940] lr: 5.646e-01, eta: 2 days, 7:44:46, time: 0.691, data_time: 0.004, memory: 9444, top1_acc: 0.2643, top5_acc: 0.5090, loss_cls: 3.4728, loss: 3.4728, grad_norm: 0.9580 2020-07-23 01:36:24,346 - mmaction - INFO - Epoch [41][620/940] lr: 5.646e-01, eta: 2 days, 7:43:59, time: 0.732, data_time: 0.003, memory: 9444, top1_acc: 0.2605, top5_acc: 0.5023, loss_cls: 3.4971, loss: 3.4971, grad_norm: 0.9482 2020-07-23 01:36:38,631 - mmaction - INFO - Epoch [41][640/940] lr: 5.646e-01, eta: 2 days, 7:43:10, time: 0.715, data_time: 0.003, memory: 9444, top1_acc: 0.2523, top5_acc: 0.4992, loss_cls: 3.5269, loss: 3.5269, grad_norm: 0.9767 2020-07-23 01:36:52,581 - mmaction - INFO - Epoch [41][660/940] lr: 5.646e-01, eta: 2 days, 7:42:18, time: 0.689, data_time: 0.003, memory: 9444, top1_acc: 0.2520, top5_acc: 0.4934, loss_cls: 3.5455, loss: 3.5455, grad_norm: 0.9455 2020-07-23 01:37:06,932 - mmaction - INFO - Epoch [41][680/940] lr: 5.646e-01, eta: 2 days, 7:41:30, time: 0.725, data_time: 0.010, memory: 9444, top1_acc: 0.2494, top5_acc: 0.5070, loss_cls: 3.4799, loss: 3.4799, grad_norm: 0.9644 2020-07-23 01:37:21,296 - mmaction - INFO - Epoch [41][700/940] lr: 5.646e-01, eta: 2 days, 7:40:41, time: 0.719, data_time: 0.004, memory: 9444, top1_acc: 0.2580, top5_acc: 0.4930, loss_cls: 3.5117, loss: 3.5117, grad_norm: 0.9549 2020-07-23 01:37:35,779 - mmaction - INFO - Epoch [41][720/940] lr: 5.646e-01, eta: 2 days, 7:39:53, time: 0.724, data_time: 0.003, memory: 9444, top1_acc: 0.2508, top5_acc: 0.4859, loss_cls: 3.5545, loss: 3.5545, grad_norm: 0.9544 2020-07-23 01:37:50,600 - mmaction - INFO - Epoch [41][740/940] lr: 5.646e-01, eta: 2 days, 7:39:03, time: 0.701, data_time: 0.004, memory: 9444, top1_acc: 0.2482, top5_acc: 0.4910, loss_cls: 3.5184, loss: 3.5184, grad_norm: 0.9575 2020-07-23 01:38:05,332 - mmaction - INFO - Epoch [41][760/940] lr: 5.646e-01, eta: 2 days, 7:38:21, time: 0.777, data_time: 0.042, memory: 9444, top1_acc: 0.2465, top5_acc: 0.4873, loss_cls: 3.5640, loss: 3.5640, grad_norm: 0.9657 2020-07-23 01:38:18,940 - mmaction - INFO - Epoch [41][780/940] lr: 5.646e-01, eta: 2 days, 7:37:27, time: 0.665, data_time: 0.002, memory: 9444, top1_acc: 0.2492, top5_acc: 0.5062, loss_cls: 3.5118, loss: 3.5118, grad_norm: 0.9573 2020-07-23 01:38:32,775 - mmaction - INFO - Epoch [41][800/940] lr: 5.646e-01, eta: 2 days, 7:36:37, time: 0.706, data_time: 0.020, memory: 9444, top1_acc: 0.2457, top5_acc: 0.4996, loss_cls: 3.5326, loss: 3.5326, grad_norm: 0.9547 2020-07-23 01:38:46,868 - mmaction - INFO - Epoch [41][820/940] lr: 5.646e-01, eta: 2 days, 7:35:47, time: 0.705, data_time: 0.004, memory: 9444, top1_acc: 0.2525, top5_acc: 0.5031, loss_cls: 3.4914, loss: 3.4914, grad_norm: 0.9743 2020-07-23 01:39:01,358 - mmaction - INFO - Epoch [41][840/940] lr: 5.646e-01, eta: 2 days, 7:35:00, time: 0.726, data_time: 0.004, memory: 9444, top1_acc: 0.2498, top5_acc: 0.4936, loss_cls: 3.5532, loss: 3.5532, grad_norm: 0.9455 2020-07-23 01:39:17,619 - mmaction - INFO - Epoch [41][860/940] lr: 5.646e-01, eta: 2 days, 7:34:21, time: 0.808, data_time: 0.003, memory: 9444, top1_acc: 0.2430, top5_acc: 0.4908, loss_cls: 3.5882, loss: 3.5882, grad_norm: 0.9518 2020-07-23 01:39:30,731 - mmaction - INFO - Epoch [41][880/940] lr: 5.646e-01, eta: 2 days, 7:33:26, time: 0.661, data_time: 0.008, memory: 9444, top1_acc: 0.2547, top5_acc: 0.4996, loss_cls: 3.5117, loss: 3.5117, grad_norm: 0.9559 2020-07-23 01:39:44,940 - mmaction - INFO - Epoch [41][900/940] lr: 5.646e-01, eta: 2 days, 7:32:37, time: 0.710, data_time: 0.002, memory: 9444, top1_acc: 0.2471, top5_acc: 0.4934, loss_cls: 3.4951, loss: 3.4951, grad_norm: 0.9540 2020-07-23 01:39:59,728 - mmaction - INFO - Epoch [41][920/940] lr: 5.646e-01, eta: 2 days, 7:31:51, time: 0.740, data_time: 0.003, memory: 9444, top1_acc: 0.2484, top5_acc: 0.5057, loss_cls: 3.5045, loss: 3.5045, grad_norm: 0.9633 2020-07-23 01:40:12,056 - mmaction - INFO - Epoch [41][940/940] lr: 5.646e-01, eta: 2 days, 7:30:52, time: 0.617, data_time: 0.003, memory: 9444, top1_acc: 0.2445, top5_acc: 0.4929, loss_cls: 3.5547, loss: 3.5547, grad_norm: 0.9703 2020-07-23 01:43:54,160 - mmaction - INFO - Epoch [42][20/940] lr: 5.628e-01, eta: 2 days, 7:47:10, time: 10.508, data_time: 9.601, memory: 9444, top1_acc: 0.2537, top5_acc: 0.4984, loss_cls: 3.5111, loss: 3.5111, grad_norm: 0.9720 2020-07-23 01:44:08,302 - mmaction - INFO - Epoch [42][40/940] lr: 5.628e-01, eta: 2 days, 7:46:21, time: 0.708, data_time: 0.005, memory: 9444, top1_acc: 0.2588, top5_acc: 0.5023, loss_cls: 3.4884, loss: 3.4884, grad_norm: 0.9650 2020-07-23 01:44:23,201 - mmaction - INFO - Epoch [42][60/940] lr: 5.628e-01, eta: 2 days, 7:45:35, time: 0.744, data_time: 0.002, memory: 9444, top1_acc: 0.2633, top5_acc: 0.5041, loss_cls: 3.4728, loss: 3.4728, grad_norm: 0.9538 2020-07-23 01:44:35,952 - mmaction - INFO - Epoch [42][80/940] lr: 5.628e-01, eta: 2 days, 7:44:38, time: 0.638, data_time: 0.003, memory: 9444, top1_acc: 0.2621, top5_acc: 0.5113, loss_cls: 3.4691, loss: 3.4691, grad_norm: 0.9570 2020-07-23 01:44:50,848 - mmaction - INFO - Epoch [42][100/940] lr: 5.628e-01, eta: 2 days, 7:43:52, time: 0.745, data_time: 0.002, memory: 9444, top1_acc: 0.2539, top5_acc: 0.4914, loss_cls: 3.5228, loss: 3.5228, grad_norm: 0.9532 2020-07-23 01:45:04,604 - mmaction - INFO - Epoch [42][120/940] lr: 5.628e-01, eta: 2 days, 7:43:00, time: 0.687, data_time: 0.003, memory: 9444, top1_acc: 0.2500, top5_acc: 0.4930, loss_cls: 3.5314, loss: 3.5314, grad_norm: 0.9600 2020-07-23 01:45:18,744 - mmaction - INFO - Epoch [42][140/940] lr: 5.628e-01, eta: 2 days, 7:42:10, time: 0.706, data_time: 0.003, memory: 9444, top1_acc: 0.2619, top5_acc: 0.5035, loss_cls: 3.4930, loss: 3.4930, grad_norm: 0.9761 2020-07-23 01:45:32,169 - mmaction - INFO - Epoch [42][160/940] lr: 5.628e-01, eta: 2 days, 7:41:17, time: 0.672, data_time: 0.004, memory: 9444, top1_acc: 0.2607, top5_acc: 0.5006, loss_cls: 3.5150, loss: 3.5150, grad_norm: 0.9792 2020-07-23 01:45:46,460 - mmaction - INFO - Epoch [42][180/940] lr: 5.628e-01, eta: 2 days, 7:40:28, time: 0.714, data_time: 0.003, memory: 9444, top1_acc: 0.2531, top5_acc: 0.5086, loss_cls: 3.4834, loss: 3.4834, grad_norm: 0.9676 2020-07-23 01:46:00,080 - mmaction - INFO - Epoch [42][200/940] lr: 5.628e-01, eta: 2 days, 7:39:35, time: 0.682, data_time: 0.004, memory: 9444, top1_acc: 0.2545, top5_acc: 0.4920, loss_cls: 3.5193, loss: 3.5193, grad_norm: 0.9544 2020-07-23 01:47:20,805 - mmaction - INFO - Epoch [42][220/940] lr: 5.628e-01, eta: 2 days, 7:44:33, time: 4.036, data_time: 0.008, memory: 9444, top1_acc: 0.2668, top5_acc: 0.4967, loss_cls: 3.5075, loss: 3.5075, grad_norm: 0.9701 2020-07-23 01:47:35,160 - mmaction - INFO - Epoch [42][240/940] lr: 5.628e-01, eta: 2 days, 7:43:44, time: 0.718, data_time: 0.016, memory: 9444, top1_acc: 0.2627, top5_acc: 0.4959, loss_cls: 3.5121, loss: 3.5121, grad_norm: 0.9684 2020-07-23 01:47:49,084 - mmaction - INFO - Epoch [42][260/940] lr: 5.628e-01, eta: 2 days, 7:42:53, time: 0.698, data_time: 0.004, memory: 9444, top1_acc: 0.2500, top5_acc: 0.5023, loss_cls: 3.5079, loss: 3.5079, grad_norm: 0.9606 2020-07-23 01:48:03,910 - mmaction - INFO - Epoch [42][280/940] lr: 5.628e-01, eta: 2 days, 7:42:07, time: 0.741, data_time: 0.001, memory: 9444, top1_acc: 0.2475, top5_acc: 0.5002, loss_cls: 3.5460, loss: 3.5460, grad_norm: 0.9568 2020-07-23 01:48:18,571 - mmaction - INFO - Epoch [42][300/940] lr: 5.628e-01, eta: 2 days, 7:41:19, time: 0.718, data_time: 0.004, memory: 9444, top1_acc: 0.2541, top5_acc: 0.5072, loss_cls: 3.4734, loss: 3.4734, grad_norm: 0.9567 2020-07-23 01:48:32,511 - mmaction - INFO - Epoch [42][320/940] lr: 5.628e-01, eta: 2 days, 7:40:29, time: 0.711, data_time: 0.020, memory: 9444, top1_acc: 0.2479, top5_acc: 0.4916, loss_cls: 3.5293, loss: 3.5293, grad_norm: 0.9552 2020-07-23 01:48:47,187 - mmaction - INFO - Epoch [42][340/940] lr: 5.628e-01, eta: 2 days, 7:39:43, time: 0.734, data_time: 0.003, memory: 9444, top1_acc: 0.2719, top5_acc: 0.5066, loss_cls: 3.4545, loss: 3.4545, grad_norm: 0.9652 2020-07-23 01:49:01,059 - mmaction - INFO - Epoch [42][360/940] lr: 5.628e-01, eta: 2 days, 7:38:52, time: 0.694, data_time: 0.005, memory: 9444, top1_acc: 0.2498, top5_acc: 0.4945, loss_cls: 3.5479, loss: 3.5479, grad_norm: 0.9703 2020-07-23 01:49:14,583 - mmaction - INFO - Epoch [42][380/940] lr: 5.628e-01, eta: 2 days, 7:37:59, time: 0.672, data_time: 0.007, memory: 9444, top1_acc: 0.2469, top5_acc: 0.5031, loss_cls: 3.5123, loss: 3.5123, grad_norm: 0.9529 2020-07-23 01:49:28,635 - mmaction - INFO - Epoch [42][400/940] lr: 5.628e-01, eta: 2 days, 7:37:08, time: 0.700, data_time: 0.006, memory: 9444, top1_acc: 0.2588, top5_acc: 0.4986, loss_cls: 3.5108, loss: 3.5108, grad_norm: 0.9702 2020-07-23 01:49:43,385 - mmaction - INFO - Epoch [42][420/940] lr: 5.628e-01, eta: 2 days, 7:36:23, time: 0.744, data_time: 0.009, memory: 9444, top1_acc: 0.2525, top5_acc: 0.4895, loss_cls: 3.5417, loss: 3.5417, grad_norm: 0.9697 2020-07-23 01:49:57,192 - mmaction - INFO - Epoch [42][440/940] lr: 5.628e-01, eta: 2 days, 7:35:32, time: 0.691, data_time: 0.004, memory: 9444, top1_acc: 0.2459, top5_acc: 0.5049, loss_cls: 3.5100, loss: 3.5100, grad_norm: 0.9654 2020-07-23 01:50:12,106 - mmaction - INFO - Epoch [42][460/940] lr: 5.628e-01, eta: 2 days, 7:34:46, time: 0.745, data_time: 0.002, memory: 9444, top1_acc: 0.2574, top5_acc: 0.5031, loss_cls: 3.4981, loss: 3.4981, grad_norm: 0.9676 2020-07-23 01:50:27,274 - mmaction - INFO - Epoch [42][480/940] lr: 5.628e-01, eta: 2 days, 7:34:02, time: 0.751, data_time: 0.005, memory: 9444, top1_acc: 0.2684, top5_acc: 0.4990, loss_cls: 3.4767, loss: 3.4767, grad_norm: 0.9567 2020-07-23 01:50:40,621 - mmaction - INFO - Epoch [42][500/940] lr: 5.628e-01, eta: 2 days, 7:33:09, time: 0.675, data_time: 0.011, memory: 9444, top1_acc: 0.2523, top5_acc: 0.4980, loss_cls: 3.5129, loss: 3.5129, grad_norm: 0.9724 2020-07-23 01:50:54,646 - mmaction - INFO - Epoch [42][520/940] lr: 5.628e-01, eta: 2 days, 7:32:19, time: 0.702, data_time: 0.005, memory: 9444, top1_acc: 0.2555, top5_acc: 0.4941, loss_cls: 3.5118, loss: 3.5118, grad_norm: 0.9771 2020-07-23 01:51:08,527 - mmaction - INFO - Epoch [42][540/940] lr: 5.628e-01, eta: 2 days, 7:31:29, time: 0.694, data_time: 0.002, memory: 9444, top1_acc: 0.2490, top5_acc: 0.4918, loss_cls: 3.5329, loss: 3.5329, grad_norm: 0.9798 2020-07-23 01:51:21,718 - mmaction - INFO - Epoch [42][560/940] lr: 5.628e-01, eta: 2 days, 7:30:35, time: 0.660, data_time: 0.002, memory: 9444, top1_acc: 0.2508, top5_acc: 0.4869, loss_cls: 3.5668, loss: 3.5668, grad_norm: 0.9610 2020-07-23 01:51:35,883 - mmaction - INFO - Epoch [42][580/940] lr: 5.628e-01, eta: 2 days, 7:29:45, time: 0.708, data_time: 0.003, memory: 9444, top1_acc: 0.2451, top5_acc: 0.4988, loss_cls: 3.5160, loss: 3.5160, grad_norm: 0.9665 2020-07-23 01:51:49,185 - mmaction - INFO - Epoch [42][600/940] lr: 5.628e-01, eta: 2 days, 7:28:52, time: 0.666, data_time: 0.005, memory: 9444, top1_acc: 0.2643, top5_acc: 0.5102, loss_cls: 3.4733, loss: 3.4733, grad_norm: 0.9648 2020-07-23 01:52:02,019 - mmaction - INFO - Epoch [42][620/940] lr: 5.628e-01, eta: 2 days, 7:27:56, time: 0.641, data_time: 0.003, memory: 9444, top1_acc: 0.2443, top5_acc: 0.4998, loss_cls: 3.5146, loss: 3.5146, grad_norm: 0.9631 2020-07-23 01:52:16,317 - mmaction - INFO - Epoch [42][640/940] lr: 5.628e-01, eta: 2 days, 7:27:08, time: 0.716, data_time: 0.004, memory: 9444, top1_acc: 0.2643, top5_acc: 0.4994, loss_cls: 3.4979, loss: 3.4979, grad_norm: 0.9806 2020-07-23 01:52:30,639 - mmaction - INFO - Epoch [42][660/940] lr: 5.628e-01, eta: 2 days, 7:26:20, time: 0.716, data_time: 0.002, memory: 9444, top1_acc: 0.2617, top5_acc: 0.5033, loss_cls: 3.4870, loss: 3.4870, grad_norm: 0.9572 2020-07-23 01:52:44,388 - mmaction - INFO - Epoch [42][680/940] lr: 5.628e-01, eta: 2 days, 7:25:29, time: 0.686, data_time: 0.001, memory: 9444, top1_acc: 0.2557, top5_acc: 0.4969, loss_cls: 3.5176, loss: 3.5176, grad_norm: 0.9615 2020-07-23 01:52:58,235 - mmaction - INFO - Epoch [42][700/940] lr: 5.628e-01, eta: 2 days, 7:24:39, time: 0.692, data_time: 0.003, memory: 9444, top1_acc: 0.2559, top5_acc: 0.4949, loss_cls: 3.5051, loss: 3.5051, grad_norm: 0.9424 2020-07-23 01:53:12,931 - mmaction - INFO - Epoch [42][720/940] lr: 5.628e-01, eta: 2 days, 7:23:53, time: 0.736, data_time: 0.003, memory: 9444, top1_acc: 0.2588, top5_acc: 0.4938, loss_cls: 3.5039, loss: 3.5039, grad_norm: 0.9569 2020-07-23 01:53:26,062 - mmaction - INFO - Epoch [42][740/940] lr: 5.628e-01, eta: 2 days, 7:22:59, time: 0.656, data_time: 0.002, memory: 9444, top1_acc: 0.2559, top5_acc: 0.4871, loss_cls: 3.5306, loss: 3.5306, grad_norm: 0.9538 2020-07-23 01:53:40,882 - mmaction - INFO - Epoch [42][760/940] lr: 5.628e-01, eta: 2 days, 7:22:13, time: 0.741, data_time: 0.003, memory: 9444, top1_acc: 0.2494, top5_acc: 0.4906, loss_cls: 3.5294, loss: 3.5294, grad_norm: 0.9643 2020-07-23 01:53:54,217 - mmaction - INFO - Epoch [42][780/940] lr: 5.628e-01, eta: 2 days, 7:21:20, time: 0.667, data_time: 0.003, memory: 9444, top1_acc: 0.2637, top5_acc: 0.4975, loss_cls: 3.5171, loss: 3.5171, grad_norm: 0.9600 2020-07-23 01:54:10,433 - mmaction - INFO - Epoch [42][800/940] lr: 5.628e-01, eta: 2 days, 7:20:42, time: 0.811, data_time: 0.003, memory: 9444, top1_acc: 0.2531, top5_acc: 0.4908, loss_cls: 3.5333, loss: 3.5333, grad_norm: 0.9520 2020-07-23 01:54:24,779 - mmaction - INFO - Epoch [42][820/940] lr: 5.628e-01, eta: 2 days, 7:19:55, time: 0.718, data_time: 0.003, memory: 9444, top1_acc: 0.2510, top5_acc: 0.4902, loss_cls: 3.5513, loss: 3.5513, grad_norm: 0.9617 2020-07-23 01:54:38,887 - mmaction - INFO - Epoch [42][840/940] lr: 5.628e-01, eta: 2 days, 7:19:05, time: 0.702, data_time: 0.001, memory: 9444, top1_acc: 0.2512, top5_acc: 0.4957, loss_cls: 3.5062, loss: 3.5062, grad_norm: 0.9741 2020-07-23 01:54:52,732 - mmaction - INFO - Epoch [42][860/940] lr: 5.628e-01, eta: 2 days, 7:18:15, time: 0.693, data_time: 0.005, memory: 9444, top1_acc: 0.2578, top5_acc: 0.5006, loss_cls: 3.5016, loss: 3.5016, grad_norm: 0.9737 2020-07-23 01:55:06,795 - mmaction - INFO - Epoch [42][880/940] lr: 5.628e-01, eta: 2 days, 7:17:26, time: 0.705, data_time: 0.004, memory: 9444, top1_acc: 0.2658, top5_acc: 0.5098, loss_cls: 3.4574, loss: 3.4574, grad_norm: 0.9585 2020-07-23 01:55:21,377 - mmaction - INFO - Epoch [42][900/940] lr: 5.628e-01, eta: 2 days, 7:16:40, time: 0.729, data_time: 0.035, memory: 9444, top1_acc: 0.2480, top5_acc: 0.4990, loss_cls: 3.5188, loss: 3.5188, grad_norm: 0.9529 2020-07-23 01:55:36,000 - mmaction - INFO - Epoch [42][920/940] lr: 5.628e-01, eta: 2 days, 7:15:54, time: 0.731, data_time: 0.002, memory: 9444, top1_acc: 0.2619, top5_acc: 0.5037, loss_cls: 3.4648, loss: 3.4648, grad_norm: 0.9518 2020-07-23 01:57:08,375 - mmaction - INFO - Epoch [42][940/940] lr: 5.628e-01, eta: 2 days, 7:21:44, time: 4.619, data_time: 0.554, memory: 9444, top1_acc: 0.2573, top5_acc: 0.5018, loss_cls: 3.5022, loss: 3.5022, grad_norm: 0.9758 2020-07-23 02:00:06,690 - mmaction - INFO - Epoch [43][20/940] lr: 5.610e-01, eta: 2 days, 7:34:18, time: 8.582, data_time: 7.777, memory: 9444, top1_acc: 0.2609, top5_acc: 0.5033, loss_cls: 3.4842, loss: 3.4842, grad_norm: 0.9706 2020-07-23 02:00:27,597 - mmaction - INFO - Epoch [43][40/940] lr: 5.610e-01, eta: 2 days, 7:34:03, time: 1.048, data_time: 0.027, memory: 9444, top1_acc: 0.2545, top5_acc: 0.5137, loss_cls: 3.4704, loss: 3.4704, grad_norm: 0.9531 2020-07-23 02:00:42,312 - mmaction - INFO - Epoch [43][60/940] lr: 5.610e-01, eta: 2 days, 7:33:17, time: 0.739, data_time: 0.015, memory: 9444, top1_acc: 0.2686, top5_acc: 0.5113, loss_cls: 3.4597, loss: 3.4597, grad_norm: 0.9734 2020-07-23 02:00:55,176 - mmaction - INFO - Epoch [43][80/940] lr: 5.610e-01, eta: 2 days, 7:32:22, time: 0.643, data_time: 0.002, memory: 9444, top1_acc: 0.2713, top5_acc: 0.5162, loss_cls: 3.4505, loss: 3.4505, grad_norm: 0.9825 2020-07-23 02:01:09,666 - mmaction - INFO - Epoch [43][100/940] lr: 5.610e-01, eta: 2 days, 7:31:34, time: 0.724, data_time: 0.004, memory: 9444, top1_acc: 0.2604, top5_acc: 0.4986, loss_cls: 3.5151, loss: 3.5151, grad_norm: 0.9449 2020-07-23 02:01:23,542 - mmaction - INFO - Epoch [43][120/940] lr: 5.610e-01, eta: 2 days, 7:30:44, time: 0.695, data_time: 0.005, memory: 9444, top1_acc: 0.2611, top5_acc: 0.5049, loss_cls: 3.4703, loss: 3.4703, grad_norm: 0.9664 2020-07-23 02:01:37,747 - mmaction - INFO - Epoch [43][140/940] lr: 5.610e-01, eta: 2 days, 7:29:55, time: 0.710, data_time: 0.003, memory: 9444, top1_acc: 0.2627, top5_acc: 0.5078, loss_cls: 3.4583, loss: 3.4583, grad_norm: 0.9598 2020-07-23 02:01:51,874 - mmaction - INFO - Epoch [43][160/940] lr: 5.610e-01, eta: 2 days, 7:29:06, time: 0.706, data_time: 0.002, memory: 9444, top1_acc: 0.2578, top5_acc: 0.5018, loss_cls: 3.5039, loss: 3.5039, grad_norm: 0.9604 2020-07-23 02:02:05,765 - mmaction - INFO - Epoch [43][180/940] lr: 5.610e-01, eta: 2 days, 7:28:16, time: 0.694, data_time: 0.003, memory: 9444, top1_acc: 0.2594, top5_acc: 0.5059, loss_cls: 3.4812, loss: 3.4812, grad_norm: 0.9704 2020-07-23 02:02:19,944 - mmaction - INFO - Epoch [43][200/940] lr: 5.610e-01, eta: 2 days, 7:27:27, time: 0.709, data_time: 0.003, memory: 9444, top1_acc: 0.2605, top5_acc: 0.5006, loss_cls: 3.5202, loss: 3.5202, grad_norm: 0.9661 2020-07-23 02:02:32,973 - mmaction - INFO - Epoch [43][220/940] lr: 5.610e-01, eta: 2 days, 7:26:33, time: 0.651, data_time: 0.003, memory: 9444, top1_acc: 0.2510, top5_acc: 0.4988, loss_cls: 3.5255, loss: 3.5255, grad_norm: 0.9612 2020-07-23 02:02:47,316 - mmaction - INFO - Epoch [43][240/940] lr: 5.610e-01, eta: 2 days, 7:25:45, time: 0.717, data_time: 0.004, memory: 9444, top1_acc: 0.2357, top5_acc: 0.4848, loss_cls: 3.5711, loss: 3.5711, grad_norm: 0.9532 2020-07-23 02:03:00,889 - mmaction - INFO - Epoch [43][260/940] lr: 5.610e-01, eta: 2 days, 7:24:53, time: 0.678, data_time: 0.003, memory: 9444, top1_acc: 0.2578, top5_acc: 0.5062, loss_cls: 3.4661, loss: 3.4661, grad_norm: 0.9773 2020-07-23 02:03:14,915 - mmaction - INFO - Epoch [43][280/940] lr: 5.610e-01, eta: 2 days, 7:24:04, time: 0.702, data_time: 0.003, memory: 9444, top1_acc: 0.2588, top5_acc: 0.5023, loss_cls: 3.4785, loss: 3.4785, grad_norm: 0.9642 2020-07-23 02:03:28,557 - mmaction - INFO - Epoch [43][300/940] lr: 5.610e-01, eta: 2 days, 7:23:13, time: 0.682, data_time: 0.003, memory: 9444, top1_acc: 0.2443, top5_acc: 0.4967, loss_cls: 3.5578, loss: 3.5578, grad_norm: 0.9537 2020-07-23 02:03:41,892 - mmaction - INFO - Epoch [43][320/940] lr: 5.610e-01, eta: 2 days, 7:22:20, time: 0.666, data_time: 0.002, memory: 9444, top1_acc: 0.2525, top5_acc: 0.5049, loss_cls: 3.4783, loss: 3.4783, grad_norm: 0.9521 2020-07-23 02:03:55,242 - mmaction - INFO - Epoch [43][340/940] lr: 5.610e-01, eta: 2 days, 7:21:27, time: 0.666, data_time: 0.003, memory: 9444, top1_acc: 0.2426, top5_acc: 0.4867, loss_cls: 3.5560, loss: 3.5560, grad_norm: 0.9739 2020-07-23 02:04:10,081 - mmaction - INFO - Epoch [43][360/940] lr: 5.610e-01, eta: 2 days, 7:20:42, time: 0.743, data_time: 0.005, memory: 9444, top1_acc: 0.2510, top5_acc: 0.4893, loss_cls: 3.5203, loss: 3.5203, grad_norm: 0.9708 2020-07-23 02:04:24,520 - mmaction - INFO - Epoch [43][380/940] lr: 5.610e-01, eta: 2 days, 7:19:55, time: 0.723, data_time: 0.004, memory: 9444, top1_acc: 0.2504, top5_acc: 0.4914, loss_cls: 3.5643, loss: 3.5643, grad_norm: 0.9603 2020-07-23 02:04:37,743 - mmaction - INFO - Epoch [43][400/940] lr: 5.610e-01, eta: 2 days, 7:19:02, time: 0.660, data_time: 0.003, memory: 9444, top1_acc: 0.2506, top5_acc: 0.5033, loss_cls: 3.5049, loss: 3.5049, grad_norm: 0.9962 2020-07-23 02:04:50,926 - mmaction - INFO - Epoch [43][420/940] lr: 5.610e-01, eta: 2 days, 7:18:09, time: 0.659, data_time: 0.003, memory: 9444, top1_acc: 0.2588, top5_acc: 0.5037, loss_cls: 3.5008, loss: 3.5008, grad_norm: 0.9562 2020-07-23 02:05:04,877 - mmaction - INFO - Epoch [43][440/940] lr: 5.610e-01, eta: 2 days, 7:17:19, time: 0.698, data_time: 0.009, memory: 9444, top1_acc: 0.2494, top5_acc: 0.4957, loss_cls: 3.5205, loss: 3.5205, grad_norm: 0.9772 2020-07-23 02:05:19,783 - mmaction - INFO - Epoch [43][460/940] lr: 5.610e-01, eta: 2 days, 7:16:35, time: 0.745, data_time: 0.004, memory: 9444, top1_acc: 0.2393, top5_acc: 0.4793, loss_cls: 3.6015, loss: 3.6015, grad_norm: 0.9684 2020-07-23 02:05:33,669 - mmaction - INFO - Epoch [43][480/940] lr: 5.610e-01, eta: 2 days, 7:15:45, time: 0.695, data_time: 0.004, memory: 9444, top1_acc: 0.2494, top5_acc: 0.4945, loss_cls: 3.5215, loss: 3.5215, grad_norm: 0.9799 2020-07-23 02:05:47,683 - mmaction - INFO - Epoch [43][500/940] lr: 5.610e-01, eta: 2 days, 7:14:56, time: 0.701, data_time: 0.002, memory: 9444, top1_acc: 0.2467, top5_acc: 0.4926, loss_cls: 3.5579, loss: 3.5579, grad_norm: 0.9611 2020-07-23 02:06:01,623 - mmaction - INFO - Epoch [43][520/940] lr: 5.610e-01, eta: 2 days, 7:14:06, time: 0.693, data_time: 0.003, memory: 9444, top1_acc: 0.2488, top5_acc: 0.4992, loss_cls: 3.5222, loss: 3.5222, grad_norm: 0.9622 2020-07-23 02:06:14,493 - mmaction - INFO - Epoch [43][540/940] lr: 5.610e-01, eta: 2 days, 7:13:12, time: 0.648, data_time: 0.007, memory: 9444, top1_acc: 0.2561, top5_acc: 0.5068, loss_cls: 3.4890, loss: 3.4890, grad_norm: 0.9662 2020-07-23 02:06:28,538 - mmaction - INFO - Epoch [43][560/940] lr: 5.610e-01, eta: 2 days, 7:12:23, time: 0.702, data_time: 0.004, memory: 9444, top1_acc: 0.2449, top5_acc: 0.4896, loss_cls: 3.5670, loss: 3.5670, grad_norm: 0.9789 2020-07-23 02:06:41,919 - mmaction - INFO - Epoch [43][580/940] lr: 5.610e-01, eta: 2 days, 7:11:30, time: 0.662, data_time: 0.003, memory: 9444, top1_acc: 0.2404, top5_acc: 0.4865, loss_cls: 3.5724, loss: 3.5724, grad_norm: 0.9656 2020-07-23 02:06:55,214 - mmaction - INFO - Epoch [43][600/940] lr: 5.610e-01, eta: 2 days, 7:10:39, time: 0.672, data_time: 0.009, memory: 9444, top1_acc: 0.2732, top5_acc: 0.5107, loss_cls: 3.4377, loss: 3.4377, grad_norm: 0.9491 2020-07-23 02:07:11,539 - mmaction - INFO - Epoch [43][620/940] lr: 5.610e-01, eta: 2 days, 7:10:02, time: 0.816, data_time: 0.002, memory: 9444, top1_acc: 0.2592, top5_acc: 0.4988, loss_cls: 3.5175, loss: 3.5175, grad_norm: 0.9511 2020-07-23 02:07:25,458 - mmaction - INFO - Epoch [43][640/940] lr: 5.610e-01, eta: 2 days, 7:09:12, time: 0.695, data_time: 0.003, memory: 9444, top1_acc: 0.2531, top5_acc: 0.4965, loss_cls: 3.5230, loss: 3.5230, grad_norm: 0.9536 2020-07-23 02:07:39,840 - mmaction - INFO - Epoch [43][660/940] lr: 5.610e-01, eta: 2 days, 7:08:25, time: 0.720, data_time: 0.004, memory: 9444, top1_acc: 0.2668, top5_acc: 0.5131, loss_cls: 3.4420, loss: 3.4420, grad_norm: 0.9672 2020-07-23 02:07:53,732 - mmaction - INFO - Epoch [43][680/940] lr: 5.610e-01, eta: 2 days, 7:07:36, time: 0.695, data_time: 0.003, memory: 9444, top1_acc: 0.2656, top5_acc: 0.5098, loss_cls: 3.4994, loss: 3.4994, grad_norm: 0.9696 2020-07-23 02:08:06,753 - mmaction - INFO - Epoch [43][700/940] lr: 5.610e-01, eta: 2 days, 7:06:42, time: 0.650, data_time: 0.002, memory: 9444, top1_acc: 0.2572, top5_acc: 0.5061, loss_cls: 3.4763, loss: 3.4763, grad_norm: 0.9817 2020-07-23 02:08:21,775 - mmaction - INFO - Epoch [43][720/940] lr: 5.610e-01, eta: 2 days, 7:05:59, time: 0.752, data_time: 0.026, memory: 9444, top1_acc: 0.2469, top5_acc: 0.5004, loss_cls: 3.5505, loss: 3.5505, grad_norm: 0.9628 2020-07-23 02:08:35,541 - mmaction - INFO - Epoch [43][740/940] lr: 5.610e-01, eta: 2 days, 7:05:09, time: 0.688, data_time: 0.021, memory: 9444, top1_acc: 0.2471, top5_acc: 0.4949, loss_cls: 3.5415, loss: 3.5415, grad_norm: 0.9592 2020-07-23 02:08:49,649 - mmaction - INFO - Epoch [43][760/940] lr: 5.610e-01, eta: 2 days, 7:04:21, time: 0.704, data_time: 0.003, memory: 9444, top1_acc: 0.2604, top5_acc: 0.5066, loss_cls: 3.4886, loss: 3.4886, grad_norm: 0.9752 2020-07-23 02:09:03,998 - mmaction - INFO - Epoch [43][780/940] lr: 5.610e-01, eta: 2 days, 7:03:34, time: 0.718, data_time: 0.003, memory: 9444, top1_acc: 0.2641, top5_acc: 0.5121, loss_cls: 3.4680, loss: 3.4680, grad_norm: 0.9609 2020-07-23 02:09:18,058 - mmaction - INFO - Epoch [43][800/940] lr: 5.610e-01, eta: 2 days, 7:02:46, time: 0.704, data_time: 0.003, memory: 9444, top1_acc: 0.2529, top5_acc: 0.5021, loss_cls: 3.5283, loss: 3.5283, grad_norm: 0.9768 2020-07-23 02:09:31,482 - mmaction - INFO - Epoch [43][820/940] lr: 5.610e-01, eta: 2 days, 7:01:54, time: 0.670, data_time: 0.002, memory: 9444, top1_acc: 0.2580, top5_acc: 0.5076, loss_cls: 3.4469, loss: 3.4469, grad_norm: 0.9570 2020-07-23 02:09:45,485 - mmaction - INFO - Epoch [43][840/940] lr: 5.610e-01, eta: 2 days, 7:01:06, time: 0.699, data_time: 0.003, memory: 9444, top1_acc: 0.2516, top5_acc: 0.4867, loss_cls: 3.5402, loss: 3.5402, grad_norm: 0.9753 2020-07-23 02:09:59,621 - mmaction - INFO - Epoch [43][860/940] lr: 5.610e-01, eta: 2 days, 7:00:18, time: 0.707, data_time: 0.004, memory: 9444, top1_acc: 0.2525, top5_acc: 0.4949, loss_cls: 3.4958, loss: 3.4958, grad_norm: 0.9630 2020-07-23 02:10:14,256 - mmaction - INFO - Epoch [43][880/940] lr: 5.610e-01, eta: 2 days, 6:59:33, time: 0.733, data_time: 0.003, memory: 9444, top1_acc: 0.2570, top5_acc: 0.5016, loss_cls: 3.5219, loss: 3.5219, grad_norm: 0.9740 2020-07-23 02:10:27,673 - mmaction - INFO - Epoch [43][900/940] lr: 5.610e-01, eta: 2 days, 6:58:42, time: 0.670, data_time: 0.003, memory: 9444, top1_acc: 0.2504, top5_acc: 0.4861, loss_cls: 3.5605, loss: 3.5605, grad_norm: 0.9630 2020-07-23 02:10:42,301 - mmaction - INFO - Epoch [43][920/940] lr: 5.610e-01, eta: 2 days, 6:57:56, time: 0.732, data_time: 0.003, memory: 9444, top1_acc: 0.2512, top5_acc: 0.5002, loss_cls: 3.4993, loss: 3.4993, grad_norm: 0.9668 2020-07-23 02:10:54,582 - mmaction - INFO - Epoch [43][940/940] lr: 5.610e-01, eta: 2 days, 6:57:00, time: 0.615, data_time: 0.003, memory: 9444, top1_acc: 0.2392, top5_acc: 0.4834, loss_cls: 3.5620, loss: 3.5620, grad_norm: 0.9624 2020-07-23 02:13:19,607 - mmaction - INFO - Epoch [44][20/940] lr: 5.592e-01, eta: 2 days, 7:06:20, time: 6.849, data_time: 6.124, memory: 9444, top1_acc: 0.2543, top5_acc: 0.5039, loss_cls: 3.4835, loss: 3.4835, grad_norm: 0.9630 2020-07-23 02:13:33,600 - mmaction - INFO - Epoch [44][40/940] lr: 5.592e-01, eta: 2 days, 7:05:32, time: 0.699, data_time: 0.003, memory: 9444, top1_acc: 0.2514, top5_acc: 0.5004, loss_cls: 3.5278, loss: 3.5278, grad_norm: 0.9694 2020-07-23 02:13:47,406 - mmaction - INFO - Epoch [44][60/940] lr: 5.592e-01, eta: 2 days, 7:04:42, time: 0.690, data_time: 0.004, memory: 9444, top1_acc: 0.2576, top5_acc: 0.5014, loss_cls: 3.4959, loss: 3.4959, grad_norm: 0.9486 2020-07-23 02:14:01,043 - mmaction - INFO - Epoch [44][80/940] lr: 5.592e-01, eta: 2 days, 7:03:52, time: 0.682, data_time: 0.003, memory: 9444, top1_acc: 0.2629, top5_acc: 0.5107, loss_cls: 3.4703, loss: 3.4703, grad_norm: 0.9602 2020-07-23 02:14:17,778 - mmaction - INFO - Epoch [44][100/940] lr: 5.592e-01, eta: 2 days, 7:03:17, time: 0.837, data_time: 0.016, memory: 9444, top1_acc: 0.2432, top5_acc: 0.5012, loss_cls: 3.5327, loss: 3.5327, grad_norm: 0.9699 2020-07-23 02:14:30,750 - mmaction - INFO - Epoch [44][120/940] lr: 5.592e-01, eta: 2 days, 7:02:23, time: 0.649, data_time: 0.003, memory: 9444, top1_acc: 0.2596, top5_acc: 0.5184, loss_cls: 3.4221, loss: 3.4221, grad_norm: 0.9839 2020-07-23 02:14:45,536 - mmaction - INFO - Epoch [44][140/940] lr: 5.592e-01, eta: 2 days, 7:01:39, time: 0.740, data_time: 0.002, memory: 9444, top1_acc: 0.2658, top5_acc: 0.5145, loss_cls: 3.4325, loss: 3.4325, grad_norm: 0.9940 2020-07-23 02:14:59,427 - mmaction - INFO - Epoch [44][160/940] lr: 5.592e-01, eta: 2 days, 7:00:50, time: 0.694, data_time: 0.002, memory: 9444, top1_acc: 0.2531, top5_acc: 0.5051, loss_cls: 3.4752, loss: 3.4752, grad_norm: 0.9540 2020-07-23 02:16:22,753 - mmaction - INFO - Epoch [44][180/940] lr: 5.592e-01, eta: 2 days, 7:05:43, time: 4.164, data_time: 0.002, memory: 9444, top1_acc: 0.2596, top5_acc: 0.5008, loss_cls: 3.5091, loss: 3.5091, grad_norm: 0.9785 2020-07-23 02:16:39,040 - mmaction - INFO - Epoch [44][200/940] lr: 5.592e-01, eta: 2 days, 7:05:06, time: 0.815, data_time: 0.004, memory: 9444, top1_acc: 0.2623, top5_acc: 0.4975, loss_cls: 3.4991, loss: 3.4991, grad_norm: 0.9775 2020-07-23 02:16:53,031 - mmaction - INFO - Epoch [44][220/940] lr: 5.592e-01, eta: 2 days, 7:04:17, time: 0.699, data_time: 0.005, memory: 9444, top1_acc: 0.2615, top5_acc: 0.5088, loss_cls: 3.4826, loss: 3.4826, grad_norm: 0.9660 2020-07-23 02:17:22,157 - mmaction - INFO - Epoch [44][240/940] lr: 5.592e-01, eta: 2 days, 7:04:43, time: 1.455, data_time: 0.067, memory: 9444, top1_acc: 0.2545, top5_acc: 0.4955, loss_cls: 3.5323, loss: 3.5323, grad_norm: 0.9679 2020-07-23 02:18:13,331 - mmaction - INFO - Epoch [44][260/940] lr: 5.592e-01, eta: 2 days, 7:06:57, time: 2.562, data_time: 0.159, memory: 9444, top1_acc: 0.2607, top5_acc: 0.4947, loss_cls: 3.4759, loss: 3.4759, grad_norm: 0.9536 2020-07-23 02:18:27,747 - mmaction - INFO - Epoch [44][280/940] lr: 5.592e-01, eta: 2 days, 7:06:11, time: 0.721, data_time: 0.003, memory: 9444, top1_acc: 0.2641, top5_acc: 0.4969, loss_cls: 3.5316, loss: 3.5316, grad_norm: 0.9759 2020-07-23 02:18:41,692 - mmaction - INFO - Epoch [44][300/940] lr: 5.592e-01, eta: 2 days, 7:05:22, time: 0.697, data_time: 0.002, memory: 9444, top1_acc: 0.2516, top5_acc: 0.5055, loss_cls: 3.5179, loss: 3.5179, grad_norm: 0.9730 2020-07-23 02:18:55,500 - mmaction - INFO - Epoch [44][320/940] lr: 5.592e-01, eta: 2 days, 7:04:32, time: 0.689, data_time: 0.003, memory: 9444, top1_acc: 0.2600, top5_acc: 0.5043, loss_cls: 3.5089, loss: 3.5089, grad_norm: 0.9462 2020-07-23 02:19:09,431 - mmaction - INFO - Epoch [44][340/940] lr: 5.592e-01, eta: 2 days, 7:03:44, time: 0.698, data_time: 0.004, memory: 9444, top1_acc: 0.2627, top5_acc: 0.5084, loss_cls: 3.4735, loss: 3.4735, grad_norm: 0.9684 2020-07-23 02:19:22,279 - mmaction - INFO - Epoch [44][360/940] lr: 5.592e-01, eta: 2 days, 7:02:50, time: 0.642, data_time: 0.003, memory: 9444, top1_acc: 0.2682, top5_acc: 0.5125, loss_cls: 3.4642, loss: 3.4642, grad_norm: 0.9635 2020-07-23 02:19:37,303 - mmaction - INFO - Epoch [44][380/940] lr: 5.592e-01, eta: 2 days, 7:02:06, time: 0.751, data_time: 0.020, memory: 9444, top1_acc: 0.2545, top5_acc: 0.5053, loss_cls: 3.4995, loss: 3.4995, grad_norm: 0.9625 2020-07-23 02:19:50,675 - mmaction - INFO - Epoch [44][400/940] lr: 5.592e-01, eta: 2 days, 7:01:15, time: 0.668, data_time: 0.017, memory: 9444, top1_acc: 0.2637, top5_acc: 0.5012, loss_cls: 3.4886, loss: 3.4886, grad_norm: 0.9818 2020-07-23 02:20:04,785 - mmaction - INFO - Epoch [44][420/940] lr: 5.592e-01, eta: 2 days, 7:00:27, time: 0.706, data_time: 0.003, memory: 9444, top1_acc: 0.2465, top5_acc: 0.4947, loss_cls: 3.5327, loss: 3.5327, grad_norm: 0.9678 2020-07-23 02:20:18,855 - mmaction - INFO - Epoch [44][440/940] lr: 5.592e-01, eta: 2 days, 6:59:39, time: 0.703, data_time: 0.002, memory: 9444, top1_acc: 0.2516, top5_acc: 0.4920, loss_cls: 3.5326, loss: 3.5326, grad_norm: 0.9640 2020-07-23 02:20:32,757 - mmaction - INFO - Epoch [44][460/940] lr: 5.592e-01, eta: 2 days, 6:58:50, time: 0.694, data_time: 0.003, memory: 9444, top1_acc: 0.2512, top5_acc: 0.4906, loss_cls: 3.5563, loss: 3.5563, grad_norm: 0.9299 2020-07-23 02:20:46,002 - mmaction - INFO - Epoch [44][480/940] lr: 5.592e-01, eta: 2 days, 6:57:58, time: 0.663, data_time: 0.003, memory: 9444, top1_acc: 0.2512, top5_acc: 0.4979, loss_cls: 3.5274, loss: 3.5274, grad_norm: 0.9632 2020-07-23 02:21:00,384 - mmaction - INFO - Epoch [44][500/940] lr: 5.592e-01, eta: 2 days, 6:57:12, time: 0.718, data_time: 0.003, memory: 9444, top1_acc: 0.2547, top5_acc: 0.4998, loss_cls: 3.5297, loss: 3.5297, grad_norm: 0.9631 2020-07-23 02:21:15,370 - mmaction - INFO - Epoch [44][520/940] lr: 5.592e-01, eta: 2 days, 6:56:29, time: 0.750, data_time: 0.003, memory: 9444, top1_acc: 0.2457, top5_acc: 0.4998, loss_cls: 3.5216, loss: 3.5216, grad_norm: 0.9668 2020-07-23 02:21:29,297 - mmaction - INFO - Epoch [44][540/940] lr: 5.592e-01, eta: 2 days, 6:55:40, time: 0.696, data_time: 0.004, memory: 9444, top1_acc: 0.2520, top5_acc: 0.4971, loss_cls: 3.5267, loss: 3.5267, grad_norm: 0.9488 2020-07-23 02:21:43,183 - mmaction - INFO - Epoch [44][560/940] lr: 5.592e-01, eta: 2 days, 6:54:52, time: 0.694, data_time: 0.002, memory: 9444, top1_acc: 0.2475, top5_acc: 0.4953, loss_cls: 3.5367, loss: 3.5367, grad_norm: 0.9822 2020-07-23 02:21:56,090 - mmaction - INFO - Epoch [44][580/940] lr: 5.592e-01, eta: 2 days, 6:53:58, time: 0.645, data_time: 0.003, memory: 9444, top1_acc: 0.2502, top5_acc: 0.4951, loss_cls: 3.5040, loss: 3.5040, grad_norm: 0.9722 2020-07-23 02:22:10,923 - mmaction - INFO - Epoch [44][600/940] lr: 5.592e-01, eta: 2 days, 6:53:14, time: 0.742, data_time: 0.003, memory: 9444, top1_acc: 0.2604, top5_acc: 0.5059, loss_cls: 3.4900, loss: 3.4900, grad_norm: 0.9719 2020-07-23 02:22:25,292 - mmaction - INFO - Epoch [44][620/940] lr: 5.592e-01, eta: 2 days, 6:52:28, time: 0.718, data_time: 0.003, memory: 9444, top1_acc: 0.2512, top5_acc: 0.4961, loss_cls: 3.5561, loss: 3.5561, grad_norm: 0.9683 2020-07-23 02:22:38,465 - mmaction - INFO - Epoch [44][640/940] lr: 5.592e-01, eta: 2 days, 6:51:36, time: 0.658, data_time: 0.004, memory: 9444, top1_acc: 0.2541, top5_acc: 0.5006, loss_cls: 3.4850, loss: 3.4850, grad_norm: 0.9649 2020-07-23 02:22:52,800 - mmaction - INFO - Epoch [44][660/940] lr: 5.592e-01, eta: 2 days, 6:50:50, time: 0.717, data_time: 0.003, memory: 9444, top1_acc: 0.2490, top5_acc: 0.5049, loss_cls: 3.5374, loss: 3.5374, grad_norm: 0.9792 2020-07-23 02:23:06,700 - mmaction - INFO - Epoch [44][680/940] lr: 5.592e-01, eta: 2 days, 6:50:01, time: 0.694, data_time: 0.003, memory: 9444, top1_acc: 0.2445, top5_acc: 0.4996, loss_cls: 3.5222, loss: 3.5222, grad_norm: 0.9840 2020-07-23 02:23:21,590 - mmaction - INFO - Epoch [44][700/940] lr: 5.592e-01, eta: 2 days, 6:49:18, time: 0.746, data_time: 0.005, memory: 9444, top1_acc: 0.2645, top5_acc: 0.4918, loss_cls: 3.4919, loss: 3.4919, grad_norm: 0.9622 2020-07-23 02:23:36,221 - mmaction - INFO - Epoch [44][720/940] lr: 5.592e-01, eta: 2 days, 6:48:33, time: 0.731, data_time: 0.002, memory: 9444, top1_acc: 0.2523, top5_acc: 0.4932, loss_cls: 3.5162, loss: 3.5162, grad_norm: 0.9655 2020-07-23 02:23:50,405 - mmaction - INFO - Epoch [44][740/940] lr: 5.592e-01, eta: 2 days, 6:47:46, time: 0.708, data_time: 0.003, memory: 9444, top1_acc: 0.2512, top5_acc: 0.4924, loss_cls: 3.5210, loss: 3.5210, grad_norm: 0.9664 2020-07-23 02:24:04,150 - mmaction - INFO - Epoch [44][760/940] lr: 5.592e-01, eta: 2 days, 6:46:57, time: 0.688, data_time: 0.004, memory: 9444, top1_acc: 0.2527, top5_acc: 0.5014, loss_cls: 3.4860, loss: 3.4860, grad_norm: 0.9670 2020-07-23 02:24:18,110 - mmaction - INFO - Epoch [44][780/940] lr: 5.592e-01, eta: 2 days, 6:46:09, time: 0.698, data_time: 0.002, memory: 9444, top1_acc: 0.2371, top5_acc: 0.4885, loss_cls: 3.5760, loss: 3.5760, grad_norm: 0.9775 2020-07-23 02:24:32,361 - mmaction - INFO - Epoch [44][800/940] lr: 5.592e-01, eta: 2 days, 6:45:23, time: 0.712, data_time: 0.003, memory: 9444, top1_acc: 0.2490, top5_acc: 0.4920, loss_cls: 3.5609, loss: 3.5609, grad_norm: 0.9777 2020-07-23 02:24:46,123 - mmaction - INFO - Epoch [44][820/940] lr: 5.592e-01, eta: 2 days, 6:44:34, time: 0.688, data_time: 0.003, memory: 9444, top1_acc: 0.2422, top5_acc: 0.4906, loss_cls: 3.5494, loss: 3.5494, grad_norm: 0.9555 2020-07-23 02:25:00,142 - mmaction - INFO - Epoch [44][840/940] lr: 5.592e-01, eta: 2 days, 6:43:46, time: 0.701, data_time: 0.003, memory: 9444, top1_acc: 0.2576, top5_acc: 0.5053, loss_cls: 3.4748, loss: 3.4748, grad_norm: 0.9531 2020-07-23 02:25:13,961 - mmaction - INFO - Epoch [44][860/940] lr: 5.592e-01, eta: 2 days, 6:42:58, time: 0.691, data_time: 0.002, memory: 9444, top1_acc: 0.2525, top5_acc: 0.4969, loss_cls: 3.5263, loss: 3.5263, grad_norm: 0.9765 2020-07-23 02:25:26,821 - mmaction - INFO - Epoch [44][880/940] lr: 5.592e-01, eta: 2 days, 6:42:05, time: 0.643, data_time: 0.003, memory: 9444, top1_acc: 0.2562, top5_acc: 0.4961, loss_cls: 3.5071, loss: 3.5071, grad_norm: 0.9656 2020-07-23 02:25:41,265 - mmaction - INFO - Epoch [44][900/940] lr: 5.592e-01, eta: 2 days, 6:41:19, time: 0.714, data_time: 0.003, memory: 9444, top1_acc: 0.2742, top5_acc: 0.5146, loss_cls: 3.4438, loss: 3.4438, grad_norm: 0.9539 2020-07-23 02:25:55,850 - mmaction - INFO - Epoch [44][920/940] lr: 5.592e-01, eta: 2 days, 6:40:35, time: 0.737, data_time: 0.011, memory: 9444, top1_acc: 0.2555, top5_acc: 0.4906, loss_cls: 3.5297, loss: 3.5297, grad_norm: 0.9830 2020-07-23 02:26:08,825 - mmaction - INFO - Epoch [44][940/940] lr: 5.592e-01, eta: 2 days, 6:39:42, time: 0.650, data_time: 0.003, memory: 9444, top1_acc: 0.2486, top5_acc: 0.4897, loss_cls: 3.5649, loss: 3.5649, grad_norm: 0.9698 2020-07-23 02:26:13,478 - mmaction - INFO - Saving checkpoint at 44 epochs 2020-07-23 02:29:06,790 - mmaction - INFO - Epoch [45][20/940] lr: 5.573e-01, eta: 2 days, 6:51:39, time: 8.638, data_time: 7.801, memory: 9444, top1_acc: 0.2557, top5_acc: 0.4947, loss_cls: 3.5088, loss: 3.5088, grad_norm: 0.9554 2020-07-23 02:29:20,144 - mmaction - INFO - Epoch [45][40/940] lr: 5.573e-01, eta: 2 days, 6:50:48, time: 0.667, data_time: 0.004, memory: 9444, top1_acc: 0.2547, top5_acc: 0.4977, loss_cls: 3.5233, loss: 3.5233, grad_norm: 0.9813 2020-07-23 02:29:34,009 - mmaction - INFO - Epoch [45][60/940] lr: 5.573e-01, eta: 2 days, 6:50:00, time: 0.693, data_time: 0.003, memory: 9444, top1_acc: 0.2574, top5_acc: 0.5059, loss_cls: 3.4930, loss: 3.4930, grad_norm: 0.9449 2020-07-23 02:29:48,304 - mmaction - INFO - Epoch [45][80/940] lr: 5.573e-01, eta: 2 days, 6:49:14, time: 0.716, data_time: 0.003, memory: 9444, top1_acc: 0.2615, top5_acc: 0.5100, loss_cls: 3.4568, loss: 3.4568, grad_norm: 0.9730 2020-07-23 02:30:01,676 - mmaction - INFO - Epoch [45][100/940] lr: 5.573e-01, eta: 2 days, 6:48:23, time: 0.668, data_time: 0.002, memory: 9444, top1_acc: 0.2654, top5_acc: 0.5047, loss_cls: 3.4730, loss: 3.4730, grad_norm: 0.9910 2020-07-23 02:30:15,420 - mmaction - INFO - Epoch [45][120/940] lr: 5.573e-01, eta: 2 days, 6:47:34, time: 0.687, data_time: 0.002, memory: 9444, top1_acc: 0.2570, top5_acc: 0.5062, loss_cls: 3.5018, loss: 3.5018, grad_norm: 0.9937 2020-07-23 02:30:29,892 - mmaction - INFO - Epoch [45][140/940] lr: 5.573e-01, eta: 2 days, 6:46:48, time: 0.724, data_time: 0.004, memory: 9444, top1_acc: 0.2480, top5_acc: 0.4875, loss_cls: 3.5415, loss: 3.5415, grad_norm: 0.9563 2020-07-23 02:30:43,816 - mmaction - INFO - Epoch [45][160/940] lr: 5.573e-01, eta: 2 days, 6:46:00, time: 0.696, data_time: 0.003, memory: 9444, top1_acc: 0.2545, top5_acc: 0.5045, loss_cls: 3.4947, loss: 3.4947, grad_norm: 0.9571 2020-07-23 02:30:57,647 - mmaction - INFO - Epoch [45][180/940] lr: 5.573e-01, eta: 2 days, 6:45:12, time: 0.691, data_time: 0.003, memory: 9444, top1_acc: 0.2535, top5_acc: 0.4896, loss_cls: 3.5219, loss: 3.5219, grad_norm: 0.9682 2020-07-23 02:31:11,924 - mmaction - INFO - Epoch [45][200/940] lr: 5.573e-01, eta: 2 days, 6:44:26, time: 0.715, data_time: 0.023, memory: 9444, top1_acc: 0.2605, top5_acc: 0.5002, loss_cls: 3.4988, loss: 3.4988, grad_norm: 0.9787 2020-07-23 02:31:25,736 - mmaction - INFO - Epoch [45][220/940] lr: 5.573e-01, eta: 2 days, 6:43:37, time: 0.691, data_time: 0.002, memory: 9444, top1_acc: 0.2496, top5_acc: 0.4965, loss_cls: 3.5106, loss: 3.5106, grad_norm: 0.9789 2020-07-23 02:31:40,356 - mmaction - INFO - Epoch [45][240/940] lr: 5.573e-01, eta: 2 days, 6:42:53, time: 0.731, data_time: 0.003, memory: 9444, top1_acc: 0.2562, top5_acc: 0.5021, loss_cls: 3.5018, loss: 3.5018, grad_norm: 0.9572 2020-07-23 02:31:53,216 - mmaction - INFO - Epoch [45][260/940] lr: 5.573e-01, eta: 2 days, 6:42:00, time: 0.643, data_time: 0.003, memory: 9444, top1_acc: 0.2588, top5_acc: 0.4984, loss_cls: 3.5090, loss: 3.5090, grad_norm: 0.9680 2020-07-23 02:32:08,137 - mmaction - INFO - Epoch [45][280/940] lr: 5.573e-01, eta: 2 days, 6:41:17, time: 0.743, data_time: 0.002, memory: 9444, top1_acc: 0.2699, top5_acc: 0.5037, loss_cls: 3.4873, loss: 3.4873, grad_norm: 0.9849 2020-07-23 02:32:21,874 - mmaction - INFO - Epoch [45][300/940] lr: 5.573e-01, eta: 2 days, 6:40:28, time: 0.689, data_time: 0.005, memory: 9444, top1_acc: 0.2527, top5_acc: 0.4963, loss_cls: 3.5360, loss: 3.5360, grad_norm: 0.9763 2020-07-23 02:32:36,431 - mmaction - INFO - Epoch [45][320/940] lr: 5.573e-01, eta: 2 days, 6:39:43, time: 0.728, data_time: 0.003, memory: 9444, top1_acc: 0.2559, top5_acc: 0.4951, loss_cls: 3.5016, loss: 3.5016, grad_norm: 0.9722 2020-07-23 02:32:50,036 - mmaction - INFO - Epoch [45][340/940] lr: 5.573e-01, eta: 2 days, 6:38:54, time: 0.681, data_time: 0.003, memory: 9444, top1_acc: 0.2611, top5_acc: 0.5062, loss_cls: 3.4691, loss: 3.4691, grad_norm: 0.9781 2020-07-23 02:33:03,300 - mmaction - INFO - Epoch [45][360/940] lr: 5.573e-01, eta: 2 days, 6:38:03, time: 0.662, data_time: 0.002, memory: 9444, top1_acc: 0.2645, top5_acc: 0.5137, loss_cls: 3.4514, loss: 3.4514, grad_norm: 0.9753 2020-07-23 02:33:18,607 - mmaction - INFO - Epoch [45][380/940] lr: 5.573e-01, eta: 2 days, 6:37:22, time: 0.766, data_time: 0.004, memory: 9444, top1_acc: 0.2561, top5_acc: 0.5059, loss_cls: 3.4797, loss: 3.4797, grad_norm: 0.9707 2020-07-23 02:33:31,866 - mmaction - INFO - Epoch [45][400/940] lr: 5.573e-01, eta: 2 days, 6:36:31, time: 0.663, data_time: 0.002, memory: 9444, top1_acc: 0.2611, top5_acc: 0.5062, loss_cls: 3.4940, loss: 3.4940, grad_norm: 0.9631 2020-07-23 02:33:45,879 - mmaction - INFO - Epoch [45][420/940] lr: 5.573e-01, eta: 2 days, 6:35:44, time: 0.699, data_time: 0.001, memory: 9444, top1_acc: 0.2572, top5_acc: 0.4939, loss_cls: 3.5064, loss: 3.5064, grad_norm: 0.9686 2020-07-23 02:33:59,930 - mmaction - INFO - Epoch [45][440/940] lr: 5.573e-01, eta: 2 days, 6:34:57, time: 0.703, data_time: 0.003, memory: 9444, top1_acc: 0.2541, top5_acc: 0.5072, loss_cls: 3.4839, loss: 3.4839, grad_norm: 0.9740 2020-07-23 02:34:13,082 - mmaction - INFO - Epoch [45][460/940] lr: 5.573e-01, eta: 2 days, 6:34:06, time: 0.658, data_time: 0.003, memory: 9444, top1_acc: 0.2652, top5_acc: 0.5041, loss_cls: 3.4687, loss: 3.4687, grad_norm: 0.9687 2020-07-23 02:34:28,275 - mmaction - INFO - Epoch [45][480/940] lr: 5.573e-01, eta: 2 days, 6:33:25, time: 0.759, data_time: 0.002, memory: 9444, top1_acc: 0.2523, top5_acc: 0.4953, loss_cls: 3.5263, loss: 3.5263, grad_norm: 0.9554 2020-07-23 02:34:42,045 - mmaction - INFO - Epoch [45][500/940] lr: 5.573e-01, eta: 2 days, 6:32:36, time: 0.688, data_time: 0.003, memory: 9444, top1_acc: 0.2594, top5_acc: 0.5025, loss_cls: 3.4572, loss: 3.4572, grad_norm: 0.9882 2020-07-23 02:34:57,033 - mmaction - INFO - Epoch [45][520/940] lr: 5.573e-01, eta: 2 days, 6:31:54, time: 0.750, data_time: 0.003, memory: 9444, top1_acc: 0.2641, top5_acc: 0.5014, loss_cls: 3.5122, loss: 3.5122, grad_norm: 0.9513 2020-07-23 02:35:11,486 - mmaction - INFO - Epoch [45][540/940] lr: 5.573e-01, eta: 2 days, 6:31:09, time: 0.723, data_time: 0.003, memory: 9444, top1_acc: 0.2537, top5_acc: 0.4934, loss_cls: 3.5150, loss: 3.5150, grad_norm: 0.9665 2020-07-23 02:35:24,831 - mmaction - INFO - Epoch [45][560/940] lr: 5.573e-01, eta: 2 days, 6:30:19, time: 0.668, data_time: 0.019, memory: 9444, top1_acc: 0.2494, top5_acc: 0.4910, loss_cls: 3.5205, loss: 3.5205, grad_norm: 0.9705 2020-07-23 02:35:39,003 - mmaction - INFO - Epoch [45][580/940] lr: 5.573e-01, eta: 2 days, 6:29:33, time: 0.708, data_time: 0.002, memory: 9444, top1_acc: 0.2598, top5_acc: 0.5105, loss_cls: 3.4577, loss: 3.4577, grad_norm: 0.9629 2020-07-23 02:35:52,869 - mmaction - INFO - Epoch [45][600/940] lr: 5.573e-01, eta: 2 days, 6:28:45, time: 0.693, data_time: 0.004, memory: 9444, top1_acc: 0.2432, top5_acc: 0.4996, loss_cls: 3.5151, loss: 3.5151, grad_norm: 0.9833 2020-07-23 02:36:06,827 - mmaction - INFO - Epoch [45][620/940] lr: 5.573e-01, eta: 2 days, 6:27:58, time: 0.698, data_time: 0.003, memory: 9444, top1_acc: 0.2551, top5_acc: 0.4900, loss_cls: 3.5421, loss: 3.5421, grad_norm: 0.9680 2020-07-23 02:36:21,239 - mmaction - INFO - Epoch [45][640/940] lr: 5.573e-01, eta: 2 days, 6:27:13, time: 0.721, data_time: 0.004, memory: 9444, top1_acc: 0.2555, top5_acc: 0.5078, loss_cls: 3.4764, loss: 3.4764, grad_norm: 0.9918 2020-07-23 02:36:35,571 - mmaction - INFO - Epoch [45][660/940] lr: 5.573e-01, eta: 2 days, 6:26:27, time: 0.710, data_time: 0.023, memory: 9444, top1_acc: 0.2578, top5_acc: 0.5088, loss_cls: 3.4583, loss: 3.4583, grad_norm: 0.9896 2020-07-23 02:36:50,184 - mmaction - INFO - Epoch [45][680/940] lr: 5.573e-01, eta: 2 days, 6:25:44, time: 0.736, data_time: 0.010, memory: 9444, top1_acc: 0.2516, top5_acc: 0.4910, loss_cls: 3.5483, loss: 3.5483, grad_norm: 0.9599 2020-07-23 02:37:03,115 - mmaction - INFO - Epoch [45][700/940] lr: 5.573e-01, eta: 2 days, 6:24:52, time: 0.648, data_time: 0.003, memory: 9444, top1_acc: 0.2592, top5_acc: 0.4977, loss_cls: 3.4773, loss: 3.4773, grad_norm: 0.9615 2020-07-23 02:37:18,736 - mmaction - INFO - Epoch [45][720/940] lr: 5.573e-01, eta: 2 days, 6:24:13, time: 0.780, data_time: 0.014, memory: 9444, top1_acc: 0.2508, top5_acc: 0.4996, loss_cls: 3.5142, loss: 3.5142, grad_norm: 0.9729 2020-07-23 02:37:32,546 - mmaction - INFO - Epoch [45][740/940] lr: 5.573e-01, eta: 2 days, 6:23:25, time: 0.691, data_time: 0.003, memory: 9444, top1_acc: 0.2572, top5_acc: 0.5006, loss_cls: 3.5056, loss: 3.5056, grad_norm: 0.9589 2020-07-23 02:37:47,137 - mmaction - INFO - Epoch [45][760/940] lr: 5.573e-01, eta: 2 days, 6:22:42, time: 0.730, data_time: 0.003, memory: 9444, top1_acc: 0.2715, top5_acc: 0.5176, loss_cls: 3.4201, loss: 3.4201, grad_norm: 0.9751 2020-07-23 02:38:00,658 - mmaction - INFO - Epoch [45][780/940] lr: 5.573e-01, eta: 2 days, 6:21:52, time: 0.675, data_time: 0.001, memory: 9444, top1_acc: 0.2465, top5_acc: 0.4789, loss_cls: 3.6019, loss: 3.6019, grad_norm: 0.9587 2020-07-23 02:38:14,442 - mmaction - INFO - Epoch [45][800/940] lr: 5.573e-01, eta: 2 days, 6:21:05, time: 0.689, data_time: 0.003, memory: 9444, top1_acc: 0.2598, top5_acc: 0.4990, loss_cls: 3.5072, loss: 3.5072, grad_norm: 0.9496 2020-07-23 02:38:28,774 - mmaction - INFO - Epoch [45][820/940] lr: 5.573e-01, eta: 2 days, 6:20:20, time: 0.717, data_time: 0.004, memory: 9444, top1_acc: 0.2518, top5_acc: 0.4961, loss_cls: 3.5016, loss: 3.5016, grad_norm: 0.9728 2020-07-23 02:38:43,467 - mmaction - INFO - Epoch [45][840/940] lr: 5.573e-01, eta: 2 days, 6:19:36, time: 0.735, data_time: 0.002, memory: 9444, top1_acc: 0.2568, top5_acc: 0.5045, loss_cls: 3.4803, loss: 3.4803, grad_norm: 0.9664 2020-07-23 02:38:57,746 - mmaction - INFO - Epoch [45][860/940] lr: 5.573e-01, eta: 2 days, 6:18:51, time: 0.714, data_time: 0.003, memory: 9444, top1_acc: 0.2492, top5_acc: 0.4834, loss_cls: 3.5842, loss: 3.5842, grad_norm: 0.9725 2020-07-23 02:39:12,913 - mmaction - INFO - Epoch [45][880/940] lr: 5.573e-01, eta: 2 days, 6:18:10, time: 0.758, data_time: 0.004, memory: 9444, top1_acc: 0.2584, top5_acc: 0.5000, loss_cls: 3.4873, loss: 3.4873, grad_norm: 0.9494 2020-07-23 02:39:26,872 - mmaction - INFO - Epoch [45][900/940] lr: 5.573e-01, eta: 2 days, 6:17:24, time: 0.699, data_time: 0.004, memory: 9444, top1_acc: 0.2580, top5_acc: 0.4992, loss_cls: 3.5038, loss: 3.5038, grad_norm: 0.9765 2020-07-23 02:39:45,757 - mmaction - INFO - Epoch [45][920/940] lr: 5.573e-01, eta: 2 days, 6:17:00, time: 0.942, data_time: 0.002, memory: 9444, top1_acc: 0.2559, top5_acc: 0.4947, loss_cls: 3.5217, loss: 3.5217, grad_norm: 0.9448 2020-07-23 02:39:59,057 - mmaction - INFO - Epoch [45][940/940] lr: 5.573e-01, eta: 2 days, 6:16:10, time: 0.667, data_time: 0.004, memory: 9444, top1_acc: 0.2476, top5_acc: 0.4939, loss_cls: 3.5286, loss: 3.5286, grad_norm: 0.9902 2020-07-23 02:42:39,930 - mmaction - INFO - Epoch [46][20/940] lr: 5.554e-01, eta: 2 days, 6:26:25, time: 7.753, data_time: 5.895, memory: 9444, top1_acc: 0.2721, top5_acc: 0.5121, loss_cls: 3.4371, loss: 3.4371, grad_norm: 0.9755 2020-07-23 02:42:54,601 - mmaction - INFO - Epoch [46][40/940] lr: 5.554e-01, eta: 2 days, 6:25:41, time: 0.735, data_time: 0.004, memory: 9444, top1_acc: 0.2496, top5_acc: 0.4979, loss_cls: 3.5302, loss: 3.5302, grad_norm: 0.9738 2020-07-23 02:43:07,897 - mmaction - INFO - Epoch [46][60/940] lr: 5.554e-01, eta: 2 days, 6:24:51, time: 0.665, data_time: 0.004, memory: 9444, top1_acc: 0.2631, top5_acc: 0.5057, loss_cls: 3.4874, loss: 3.4874, grad_norm: 0.9746 2020-07-23 02:43:24,057 - mmaction - INFO - Epoch [46][80/940] lr: 5.554e-01, eta: 2 days, 6:24:15, time: 0.807, data_time: 0.002, memory: 9444, top1_acc: 0.2594, top5_acc: 0.5055, loss_cls: 3.5031, loss: 3.5031, grad_norm: 0.9828 2020-07-23 02:43:37,392 - mmaction - INFO - Epoch [46][100/940] lr: 5.554e-01, eta: 2 days, 6:23:25, time: 0.666, data_time: 0.003, memory: 9444, top1_acc: 0.2521, top5_acc: 0.4928, loss_cls: 3.5089, loss: 3.5089, grad_norm: 0.9732 2020-07-23 02:43:51,463 - mmaction - INFO - Epoch [46][120/940] lr: 5.554e-01, eta: 2 days, 6:22:39, time: 0.704, data_time: 0.003, memory: 9444, top1_acc: 0.2564, top5_acc: 0.5045, loss_cls: 3.4886, loss: 3.4886, grad_norm: 0.9877 2020-07-23 02:44:05,889 - mmaction - INFO - Epoch [46][140/940] lr: 5.554e-01, eta: 2 days, 6:21:54, time: 0.722, data_time: 0.004, memory: 9444, top1_acc: 0.2598, top5_acc: 0.4941, loss_cls: 3.5134, loss: 3.5134, grad_norm: 0.9632 2020-07-23 02:44:20,930 - mmaction - INFO - Epoch [46][160/940] lr: 5.554e-01, eta: 2 days, 6:21:12, time: 0.751, data_time: 0.003, memory: 9444, top1_acc: 0.2559, top5_acc: 0.4943, loss_cls: 3.5099, loss: 3.5099, grad_norm: 0.9532 2020-07-23 02:44:34,068 - mmaction - INFO - Epoch [46][180/940] lr: 5.554e-01, eta: 2 days, 6:20:22, time: 0.658, data_time: 0.004, memory: 9444, top1_acc: 0.2570, top5_acc: 0.5053, loss_cls: 3.4964, loss: 3.4964, grad_norm: 0.9578 2020-07-23 02:44:49,017 - mmaction - INFO - Epoch [46][200/940] lr: 5.554e-01, eta: 2 days, 6:19:39, time: 0.745, data_time: 0.012, memory: 9444, top1_acc: 0.2531, top5_acc: 0.4975, loss_cls: 3.5182, loss: 3.5182, grad_norm: 0.9590 2020-07-23 02:45:02,279 - mmaction - INFO - Epoch [46][220/940] lr: 5.554e-01, eta: 2 days, 6:18:50, time: 0.664, data_time: 0.017, memory: 9444, top1_acc: 0.2680, top5_acc: 0.5094, loss_cls: 3.4490, loss: 3.4490, grad_norm: 0.9707 2020-07-23 02:45:17,635 - mmaction - INFO - Epoch [46][240/940] lr: 5.554e-01, eta: 2 days, 6:18:10, time: 0.768, data_time: 0.004, memory: 9444, top1_acc: 0.2484, top5_acc: 0.5021, loss_cls: 3.5276, loss: 3.5276, grad_norm: 0.9705 2020-07-23 02:45:30,501 - mmaction - INFO - Epoch [46][260/940] lr: 5.554e-01, eta: 2 days, 6:17:18, time: 0.644, data_time: 0.003, memory: 9444, top1_acc: 0.2525, top5_acc: 0.5027, loss_cls: 3.5038, loss: 3.5038, grad_norm: 0.9762 2020-07-23 02:45:45,928 - mmaction - INFO - Epoch [46][280/940] lr: 5.554e-01, eta: 2 days, 6:16:38, time: 0.771, data_time: 0.002, memory: 9444, top1_acc: 0.2588, top5_acc: 0.5074, loss_cls: 3.5028, loss: 3.5028, grad_norm: 0.9561 2020-07-23 02:45:59,269 - mmaction - INFO - Epoch [46][300/940] lr: 5.554e-01, eta: 2 days, 6:15:49, time: 0.668, data_time: 0.002, memory: 9444, top1_acc: 0.2512, top5_acc: 0.4951, loss_cls: 3.5102, loss: 3.5102, grad_norm: 0.9890 2020-07-23 02:46:12,442 - mmaction - INFO - Epoch [46][320/940] lr: 5.554e-01, eta: 2 days, 6:14:59, time: 0.659, data_time: 0.006, memory: 9444, top1_acc: 0.2562, top5_acc: 0.4984, loss_cls: 3.5036, loss: 3.5036, grad_norm: 0.9705 2020-07-23 02:46:26,941 - mmaction - INFO - Epoch [46][340/940] lr: 5.554e-01, eta: 2 days, 6:14:15, time: 0.725, data_time: 0.001, memory: 9444, top1_acc: 0.2687, top5_acc: 0.5084, loss_cls: 3.4551, loss: 3.4551, grad_norm: 0.9830 2020-07-23 02:46:40,594 - mmaction - INFO - Epoch [46][360/940] lr: 5.554e-01, eta: 2 days, 6:13:27, time: 0.683, data_time: 0.003, memory: 9444, top1_acc: 0.2533, top5_acc: 0.4938, loss_cls: 3.5083, loss: 3.5083, grad_norm: 0.9856 2020-07-23 02:46:54,731 - mmaction - INFO - Epoch [46][380/940] lr: 5.554e-01, eta: 2 days, 6:12:41, time: 0.706, data_time: 0.002, memory: 9444, top1_acc: 0.2525, top5_acc: 0.5055, loss_cls: 3.5224, loss: 3.5224, grad_norm: 0.9772 2020-07-23 02:47:09,278 - mmaction - INFO - Epoch [46][400/940] lr: 5.554e-01, eta: 2 days, 6:11:57, time: 0.725, data_time: 0.007, memory: 9444, top1_acc: 0.2633, top5_acc: 0.4932, loss_cls: 3.4989, loss: 3.4989, grad_norm: 0.9717 2020-07-23 02:47:23,139 - mmaction - INFO - Epoch [46][420/940] lr: 5.554e-01, eta: 2 days, 6:11:11, time: 0.696, data_time: 0.006, memory: 9444, top1_acc: 0.2709, top5_acc: 0.5096, loss_cls: 3.4584, loss: 3.4584, grad_norm: 0.9727 2020-07-23 02:47:37,668 - mmaction - INFO - Epoch [46][440/940] lr: 5.554e-01, eta: 2 days, 6:10:27, time: 0.726, data_time: 0.002, memory: 9444, top1_acc: 0.2613, top5_acc: 0.5000, loss_cls: 3.5221, loss: 3.5221, grad_norm: 0.9739 2020-07-23 02:47:50,524 - mmaction - INFO - Epoch [46][460/940] lr: 5.554e-01, eta: 2 days, 6:09:35, time: 0.641, data_time: 0.001, memory: 9444, top1_acc: 0.2645, top5_acc: 0.4971, loss_cls: 3.4917, loss: 3.4917, grad_norm: 0.9583 2020-07-23 02:48:05,373 - mmaction - INFO - Epoch [46][480/940] lr: 5.554e-01, eta: 2 days, 6:08:53, time: 0.743, data_time: 0.004, memory: 9444, top1_acc: 0.2605, top5_acc: 0.5041, loss_cls: 3.5016, loss: 3.5016, grad_norm: 0.9594 2020-07-23 02:48:20,135 - mmaction - INFO - Epoch [46][500/940] lr: 5.554e-01, eta: 2 days, 6:08:11, time: 0.738, data_time: 0.002, memory: 9444, top1_acc: 0.2525, top5_acc: 0.4943, loss_cls: 3.5048, loss: 3.5048, grad_norm: 0.9770 2020-07-23 02:48:33,462 - mmaction - INFO - Epoch [46][520/940] lr: 5.554e-01, eta: 2 days, 6:07:21, time: 0.666, data_time: 0.003, memory: 9444, top1_acc: 0.2514, top5_acc: 0.5055, loss_cls: 3.5093, loss: 3.5093, grad_norm: 0.9700 2020-07-23 02:48:47,766 - mmaction - INFO - Epoch [46][540/940] lr: 5.554e-01, eta: 2 days, 6:06:37, time: 0.714, data_time: 0.003, memory: 9444, top1_acc: 0.2555, top5_acc: 0.4926, loss_cls: 3.5217, loss: 3.5217, grad_norm: 0.9779 2020-07-23 02:49:01,865 - mmaction - INFO - Epoch [46][560/940] lr: 5.554e-01, eta: 2 days, 6:05:51, time: 0.706, data_time: 0.004, memory: 9444, top1_acc: 0.2512, top5_acc: 0.4936, loss_cls: 3.5333, loss: 3.5333, grad_norm: 0.9771 2020-07-23 02:49:15,932 - mmaction - INFO - Epoch [46][580/940] lr: 5.554e-01, eta: 2 days, 6:05:06, time: 0.702, data_time: 0.002, memory: 9444, top1_acc: 0.2486, top5_acc: 0.5045, loss_cls: 3.5056, loss: 3.5056, grad_norm: 0.9841 2020-07-23 02:49:29,938 - mmaction - INFO - Epoch [46][600/940] lr: 5.554e-01, eta: 2 days, 6:04:19, time: 0.689, data_time: 0.004, memory: 9444, top1_acc: 0.2562, top5_acc: 0.5033, loss_cls: 3.5064, loss: 3.5064, grad_norm: 0.9691 2020-07-23 02:49:44,353 - mmaction - INFO - Epoch [46][620/940] lr: 5.554e-01, eta: 2 days, 6:03:36, time: 0.734, data_time: 0.015, memory: 9444, top1_acc: 0.2598, top5_acc: 0.4988, loss_cls: 3.5214, loss: 3.5214, grad_norm: 0.9673 2020-07-23 02:49:58,182 - mmaction - INFO - Epoch [46][640/940] lr: 5.554e-01, eta: 2 days, 6:02:49, time: 0.691, data_time: 0.002, memory: 9444, top1_acc: 0.2527, top5_acc: 0.4982, loss_cls: 3.4909, loss: 3.4909, grad_norm: 0.9649 2020-07-23 02:50:11,967 - mmaction - INFO - Epoch [46][660/940] lr: 5.554e-01, eta: 2 days, 6:02:02, time: 0.690, data_time: 0.003, memory: 9444, top1_acc: 0.2539, top5_acc: 0.5002, loss_cls: 3.4897, loss: 3.4897, grad_norm: 0.9922 2020-07-23 02:50:26,834 - mmaction - INFO - Epoch [46][680/940] lr: 5.554e-01, eta: 2 days, 6:01:20, time: 0.742, data_time: 0.002, memory: 9444, top1_acc: 0.2510, top5_acc: 0.4879, loss_cls: 3.5250, loss: 3.5250, grad_norm: 0.9982 2020-07-23 02:50:40,735 - mmaction - INFO - Epoch [46][700/940] lr: 5.554e-01, eta: 2 days, 6:00:34, time: 0.696, data_time: 0.003, memory: 9444, top1_acc: 0.2527, top5_acc: 0.5010, loss_cls: 3.5179, loss: 3.5179, grad_norm: 0.9732 2020-07-23 02:50:53,614 - mmaction - INFO - Epoch [46][720/940] lr: 5.554e-01, eta: 2 days, 5:59:43, time: 0.643, data_time: 0.002, memory: 9444, top1_acc: 0.2557, top5_acc: 0.5039, loss_cls: 3.4975, loss: 3.4975, grad_norm: 0.9541 2020-07-23 02:51:08,622 - mmaction - INFO - Epoch [46][740/940] lr: 5.554e-01, eta: 2 days, 5:59:02, time: 0.751, data_time: 0.002, memory: 9444, top1_acc: 0.2566, top5_acc: 0.5094, loss_cls: 3.4935, loss: 3.4935, grad_norm: 0.9802 2020-07-23 02:51:22,673 - mmaction - INFO - Epoch [46][760/940] lr: 5.554e-01, eta: 2 days, 5:58:17, time: 0.702, data_time: 0.002, memory: 9444, top1_acc: 0.2621, top5_acc: 0.5074, loss_cls: 3.4641, loss: 3.4641, grad_norm: 0.9820 2020-07-23 02:51:36,439 - mmaction - INFO - Epoch [46][780/940] lr: 5.554e-01, eta: 2 days, 5:57:30, time: 0.687, data_time: 0.003, memory: 9444, top1_acc: 0.2588, top5_acc: 0.4900, loss_cls: 3.5195, loss: 3.5195, grad_norm: 0.9608 2020-07-23 02:51:49,939 - mmaction - INFO - Epoch [46][800/940] lr: 5.554e-01, eta: 2 days, 5:56:42, time: 0.677, data_time: 0.004, memory: 9444, top1_acc: 0.2479, top5_acc: 0.4971, loss_cls: 3.5123, loss: 3.5123, grad_norm: 0.9551 2020-07-23 02:52:03,933 - mmaction - INFO - Epoch [46][820/940] lr: 5.554e-01, eta: 2 days, 5:55:57, time: 0.699, data_time: 0.003, memory: 9444, top1_acc: 0.2568, top5_acc: 0.5008, loss_cls: 3.4902, loss: 3.4902, grad_norm: 0.9737 2020-07-23 02:52:18,167 - mmaction - INFO - Epoch [46][840/940] lr: 5.554e-01, eta: 2 days, 5:55:12, time: 0.710, data_time: 0.002, memory: 9444, top1_acc: 0.2592, top5_acc: 0.5002, loss_cls: 3.4880, loss: 3.4880, grad_norm: 0.9698 2020-07-23 02:52:32,253 - mmaction - INFO - Epoch [46][860/940] lr: 5.554e-01, eta: 2 days, 5:54:27, time: 0.706, data_time: 0.004, memory: 9444, top1_acc: 0.2482, top5_acc: 0.4988, loss_cls: 3.5312, loss: 3.5312, grad_norm: 0.9802 2020-07-23 02:52:48,302 - mmaction - INFO - Epoch [46][880/940] lr: 5.554e-01, eta: 2 days, 5:53:51, time: 0.801, data_time: 0.002, memory: 9444, top1_acc: 0.2486, top5_acc: 0.4973, loss_cls: 3.5032, loss: 3.5032, grad_norm: 0.9887 2020-07-23 02:53:02,489 - mmaction - INFO - Epoch [46][900/940] lr: 5.554e-01, eta: 2 days, 5:53:06, time: 0.710, data_time: 0.004, memory: 9444, top1_acc: 0.2480, top5_acc: 0.5006, loss_cls: 3.5465, loss: 3.5465, grad_norm: 0.9548 2020-07-23 02:53:16,436 - mmaction - INFO - Epoch [46][920/940] lr: 5.554e-01, eta: 2 days, 5:52:20, time: 0.699, data_time: 0.003, memory: 9444, top1_acc: 0.2617, top5_acc: 0.5100, loss_cls: 3.4936, loss: 3.4936, grad_norm: 0.9802 2020-07-23 02:53:28,678 - mmaction - INFO - Epoch [46][940/940] lr: 5.554e-01, eta: 2 days, 5:51:27, time: 0.611, data_time: 0.002, memory: 9444, top1_acc: 0.2549, top5_acc: 0.4992, loss_cls: 3.5005, loss: 3.5005, grad_norm: 0.9761 2020-07-23 02:55:52,963 - mmaction - INFO - Epoch [47][20/940] lr: 5.535e-01, eta: 2 days, 6:00:03, time: 6.857, data_time: 6.033, memory: 9444, top1_acc: 0.2607, top5_acc: 0.5105, loss_cls: 3.4367, loss: 3.4367, grad_norm: 0.9828 2020-07-23 02:56:07,204 - mmaction - INFO - Epoch [47][40/940] lr: 5.535e-01, eta: 2 days, 5:59:19, time: 0.713, data_time: 0.003, memory: 9444, top1_acc: 0.2576, top5_acc: 0.4953, loss_cls: 3.5009, loss: 3.5009, grad_norm: 0.9749 2020-07-23 02:56:22,080 - mmaction - INFO - Epoch [47][60/940] lr: 5.535e-01, eta: 2 days, 5:58:37, time: 0.744, data_time: 0.002, memory: 9444, top1_acc: 0.2635, top5_acc: 0.5152, loss_cls: 3.4674, loss: 3.4674, grad_norm: 0.9673 2020-07-23 02:56:36,410 - mmaction - INFO - Epoch [47][80/940] lr: 5.535e-01, eta: 2 days, 5:57:53, time: 0.717, data_time: 0.003, memory: 9444, top1_acc: 0.2516, top5_acc: 0.4990, loss_cls: 3.5098, loss: 3.5098, grad_norm: 0.9632 2020-07-23 02:56:49,603 - mmaction - INFO - Epoch [47][100/940] lr: 5.535e-01, eta: 2 days, 5:57:04, time: 0.660, data_time: 0.003, memory: 9444, top1_acc: 0.2607, top5_acc: 0.5053, loss_cls: 3.4457, loss: 3.4457, grad_norm: 0.9726 2020-07-23 02:57:03,384 - mmaction - INFO - Epoch [47][120/940] lr: 5.535e-01, eta: 2 days, 5:56:17, time: 0.689, data_time: 0.002, memory: 9444, top1_acc: 0.2553, top5_acc: 0.5012, loss_cls: 3.4867, loss: 3.4867, grad_norm: 0.9614 2020-07-23 02:57:19,751 - mmaction - INFO - Epoch [47][140/940] lr: 5.535e-01, eta: 2 days, 5:55:42, time: 0.815, data_time: 0.002, memory: 9444, top1_acc: 0.2576, top5_acc: 0.5018, loss_cls: 3.5003, loss: 3.5003, grad_norm: 0.9776 2020-07-23 02:57:33,532 - mmaction - INFO - Epoch [47][160/940] lr: 5.535e-01, eta: 2 days, 5:54:56, time: 0.692, data_time: 0.006, memory: 9444, top1_acc: 0.2596, top5_acc: 0.5045, loss_cls: 3.5037, loss: 3.5037, grad_norm: 0.9713 2020-07-23 02:57:47,745 - mmaction - INFO - Epoch [47][180/940] lr: 5.535e-01, eta: 2 days, 5:54:11, time: 0.710, data_time: 0.002, memory: 9444, top1_acc: 0.2697, top5_acc: 0.5164, loss_cls: 3.4294, loss: 3.4294, grad_norm: 0.9940 2020-07-23 02:58:01,257 - mmaction - INFO - Epoch [47][200/940] lr: 5.535e-01, eta: 2 days, 5:53:24, time: 0.676, data_time: 0.004, memory: 9444, top1_acc: 0.2564, top5_acc: 0.5084, loss_cls: 3.4897, loss: 3.4897, grad_norm: 0.9854 2020-07-23 02:58:14,738 - mmaction - INFO - Epoch [47][220/940] lr: 5.535e-01, eta: 2 days, 5:52:36, time: 0.674, data_time: 0.002, memory: 9444, top1_acc: 0.2574, top5_acc: 0.5037, loss_cls: 3.4804, loss: 3.4804, grad_norm: 0.9617 2020-07-23 02:58:28,865 - mmaction - INFO - Epoch [47][240/940] lr: 5.535e-01, eta: 2 days, 5:51:51, time: 0.704, data_time: 0.004, memory: 9444, top1_acc: 0.2611, top5_acc: 0.5125, loss_cls: 3.4770, loss: 3.4770, grad_norm: 0.9842 2020-07-23 02:58:44,326 - mmaction - INFO - Epoch [47][260/940] lr: 5.535e-01, eta: 2 days, 5:51:12, time: 0.774, data_time: 0.004, memory: 9444, top1_acc: 0.2420, top5_acc: 0.4904, loss_cls: 3.5460, loss: 3.5460, grad_norm: 0.9687 2020-07-23 02:58:58,085 - mmaction - INFO - Epoch [47][280/940] lr: 5.535e-01, eta: 2 days, 5:50:26, time: 0.688, data_time: 0.003, memory: 9444, top1_acc: 0.2584, top5_acc: 0.5035, loss_cls: 3.4805, loss: 3.4805, grad_norm: 0.9638 2020-07-23 02:59:13,108 - mmaction - INFO - Epoch [47][300/940] lr: 5.535e-01, eta: 2 days, 5:49:45, time: 0.752, data_time: 0.003, memory: 9444, top1_acc: 0.2660, top5_acc: 0.5211, loss_cls: 3.4101, loss: 3.4101, grad_norm: 0.9985 2020-07-23 02:59:26,937 - mmaction - INFO - Epoch [47][320/940] lr: 5.535e-01, eta: 2 days, 5:48:59, time: 0.684, data_time: 0.001, memory: 9444, top1_acc: 0.2533, top5_acc: 0.5018, loss_cls: 3.4986, loss: 3.4986, grad_norm: 0.9714 2020-07-23 02:59:42,382 - mmaction - INFO - Epoch [47][340/940] lr: 5.535e-01, eta: 2 days, 5:48:20, time: 0.779, data_time: 0.009, memory: 9444, top1_acc: 0.2701, top5_acc: 0.5188, loss_cls: 3.4272, loss: 3.4272, grad_norm: 0.9755 2020-07-23 02:59:55,530 - mmaction - INFO - Epoch [47][360/940] lr: 5.535e-01, eta: 2 days, 5:47:31, time: 0.657, data_time: 0.002, memory: 9444, top1_acc: 0.2654, top5_acc: 0.5039, loss_cls: 3.5029, loss: 3.5029, grad_norm: 0.9567 2020-07-23 03:00:09,387 - mmaction - INFO - Epoch [47][380/940] lr: 5.535e-01, eta: 2 days, 5:46:45, time: 0.690, data_time: 0.003, memory: 9444, top1_acc: 0.2562, top5_acc: 0.5023, loss_cls: 3.4957, loss: 3.4957, grad_norm: 0.9738 2020-07-23 03:00:30,179 - mmaction - INFO - Epoch [47][400/940] lr: 5.535e-01, eta: 2 days, 5:46:31, time: 1.037, data_time: 0.008, memory: 9444, top1_acc: 0.2504, top5_acc: 0.4926, loss_cls: 3.5029, loss: 3.5029, grad_norm: 0.9718 2020-07-23 03:00:44,977 - mmaction - INFO - Epoch [47][420/940] lr: 5.535e-01, eta: 2 days, 5:45:49, time: 0.745, data_time: 0.014, memory: 9444, top1_acc: 0.2594, top5_acc: 0.4982, loss_cls: 3.5136, loss: 3.5136, grad_norm: 0.9685 2020-07-23 03:00:59,458 - mmaction - INFO - Epoch [47][440/940] lr: 5.535e-01, eta: 2 days, 5:45:06, time: 0.723, data_time: 0.004, memory: 9444, top1_acc: 0.2559, top5_acc: 0.5061, loss_cls: 3.4850, loss: 3.4850, grad_norm: 0.9731 2020-07-23 03:01:13,326 - mmaction - INFO - Epoch [47][460/940] lr: 5.535e-01, eta: 2 days, 5:44:21, time: 0.695, data_time: 0.004, memory: 9444, top1_acc: 0.2557, top5_acc: 0.4949, loss_cls: 3.4989, loss: 3.4989, grad_norm: 0.9744 2020-07-23 03:01:27,623 - mmaction - INFO - Epoch [47][480/940] lr: 5.535e-01, eta: 2 days, 5:43:37, time: 0.716, data_time: 0.002, memory: 9444, top1_acc: 0.2467, top5_acc: 0.4938, loss_cls: 3.5280, loss: 3.5280, grad_norm: 0.9817 2020-07-23 03:01:42,123 - mmaction - INFO - Epoch [47][500/940] lr: 5.535e-01, eta: 2 days, 5:42:54, time: 0.725, data_time: 0.003, memory: 9444, top1_acc: 0.2463, top5_acc: 0.4861, loss_cls: 3.5707, loss: 3.5707, grad_norm: 0.9665 2020-07-23 03:01:57,454 - mmaction - INFO - Epoch [47][520/940] lr: 5.535e-01, eta: 2 days, 5:42:15, time: 0.766, data_time: 0.002, memory: 9444, top1_acc: 0.2564, top5_acc: 0.5074, loss_cls: 3.5000, loss: 3.5000, grad_norm: 0.9743 2020-07-23 03:02:10,459 - mmaction - INFO - Epoch [47][540/940] lr: 5.535e-01, eta: 2 days, 5:41:26, time: 0.650, data_time: 0.003, memory: 9444, top1_acc: 0.2641, top5_acc: 0.5086, loss_cls: 3.4634, loss: 3.4634, grad_norm: 0.9527 2020-07-23 03:02:26,412 - mmaction - INFO - Epoch [47][560/940] lr: 5.535e-01, eta: 2 days, 5:40:50, time: 0.797, data_time: 0.002, memory: 9444, top1_acc: 0.2514, top5_acc: 0.4969, loss_cls: 3.4993, loss: 3.4993, grad_norm: 0.9738 2020-07-23 03:02:40,472 - mmaction - INFO - Epoch [47][580/940] lr: 5.535e-01, eta: 2 days, 5:40:05, time: 0.703, data_time: 0.003, memory: 9444, top1_acc: 0.2547, top5_acc: 0.5090, loss_cls: 3.4749, loss: 3.4749, grad_norm: 0.9782 2020-07-23 03:02:54,500 - mmaction - INFO - Epoch [47][600/940] lr: 5.535e-01, eta: 2 days, 5:39:20, time: 0.701, data_time: 0.002, memory: 9444, top1_acc: 0.2535, top5_acc: 0.4943, loss_cls: 3.5174, loss: 3.5174, grad_norm: 0.9639 2020-07-23 03:03:08,351 - mmaction - INFO - Epoch [47][620/940] lr: 5.535e-01, eta: 2 days, 5:38:35, time: 0.694, data_time: 0.002, memory: 9444, top1_acc: 0.2611, top5_acc: 0.5064, loss_cls: 3.4643, loss: 3.4643, grad_norm: 0.9775 2020-07-23 03:03:24,413 - mmaction - INFO - Epoch [47][640/940] lr: 5.535e-01, eta: 2 days, 5:37:59, time: 0.799, data_time: 0.002, memory: 9444, top1_acc: 0.2588, top5_acc: 0.4939, loss_cls: 3.5125, loss: 3.5125, grad_norm: 0.9896 2020-07-23 03:03:38,175 - mmaction - INFO - Epoch [47][660/940] lr: 5.535e-01, eta: 2 days, 5:37:13, time: 0.691, data_time: 0.005, memory: 9444, top1_acc: 0.2605, top5_acc: 0.4914, loss_cls: 3.5093, loss: 3.5093, grad_norm: 0.9673 2020-07-23 03:03:53,309 - mmaction - INFO - Epoch [47][680/940] lr: 5.535e-01, eta: 2 days, 5:36:33, time: 0.757, data_time: 0.004, memory: 9444, top1_acc: 0.2584, top5_acc: 0.5100, loss_cls: 3.4816, loss: 3.4816, grad_norm: 0.9781 2020-07-23 03:04:07,704 - mmaction - INFO - Epoch [47][700/940] lr: 5.535e-01, eta: 2 days, 5:35:50, time: 0.719, data_time: 0.003, memory: 9444, top1_acc: 0.2531, top5_acc: 0.4973, loss_cls: 3.4777, loss: 3.4777, grad_norm: 0.9857 2020-07-23 03:04:20,883 - mmaction - INFO - Epoch [47][720/940] lr: 5.535e-01, eta: 2 days, 5:35:02, time: 0.659, data_time: 0.003, memory: 9444, top1_acc: 0.2533, top5_acc: 0.4945, loss_cls: 3.5423, loss: 3.5423, grad_norm: 0.9756 2020-07-23 03:04:35,312 - mmaction - INFO - Epoch [47][740/940] lr: 5.535e-01, eta: 2 days, 5:34:19, time: 0.721, data_time: 0.003, memory: 9444, top1_acc: 0.2516, top5_acc: 0.5098, loss_cls: 3.4759, loss: 3.4759, grad_norm: 0.9606 2020-07-23 03:04:49,654 - mmaction - INFO - Epoch [47][760/940] lr: 5.535e-01, eta: 2 days, 5:33:36, time: 0.716, data_time: 0.004, memory: 9444, top1_acc: 0.2600, top5_acc: 0.4965, loss_cls: 3.5124, loss: 3.5124, grad_norm: 0.9739 2020-07-23 03:05:03,836 - mmaction - INFO - Epoch [47][780/940] lr: 5.535e-01, eta: 2 days, 5:32:52, time: 0.711, data_time: 0.006, memory: 9444, top1_acc: 0.2611, top5_acc: 0.4980, loss_cls: 3.5067, loss: 3.5067, grad_norm: 0.9865 2020-07-23 03:05:17,392 - mmaction - INFO - Epoch [47][800/940] lr: 5.535e-01, eta: 2 days, 5:32:05, time: 0.677, data_time: 0.008, memory: 9444, top1_acc: 0.2520, top5_acc: 0.5020, loss_cls: 3.5268, loss: 3.5268, grad_norm: 0.9679 2020-07-23 03:05:30,642 - mmaction - INFO - Epoch [47][820/940] lr: 5.535e-01, eta: 2 days, 5:31:17, time: 0.662, data_time: 0.003, memory: 9444, top1_acc: 0.2424, top5_acc: 0.4953, loss_cls: 3.5564, loss: 3.5564, grad_norm: 0.9756 2020-07-23 03:05:44,905 - mmaction - INFO - Epoch [47][840/940] lr: 5.535e-01, eta: 2 days, 5:30:34, time: 0.713, data_time: 0.003, memory: 9444, top1_acc: 0.2500, top5_acc: 0.4926, loss_cls: 3.5223, loss: 3.5223, grad_norm: 0.9619 2020-07-23 03:05:58,607 - mmaction - INFO - Epoch [47][860/940] lr: 5.535e-01, eta: 2 days, 5:29:48, time: 0.685, data_time: 0.003, memory: 9444, top1_acc: 0.2596, top5_acc: 0.5057, loss_cls: 3.4844, loss: 3.4844, grad_norm: 0.9641 2020-07-23 03:06:12,583 - mmaction - INFO - Epoch [47][880/940] lr: 5.535e-01, eta: 2 days, 5:29:03, time: 0.699, data_time: 0.002, memory: 9444, top1_acc: 0.2572, top5_acc: 0.4934, loss_cls: 3.5222, loss: 3.5222, grad_norm: 0.9671 2020-07-23 03:06:27,274 - mmaction - INFO - Epoch [47][900/940] lr: 5.535e-01, eta: 2 days, 5:28:22, time: 0.734, data_time: 0.003, memory: 9444, top1_acc: 0.2637, top5_acc: 0.5107, loss_cls: 3.4346, loss: 3.4346, grad_norm: 0.9742 2020-07-23 03:06:40,127 - mmaction - INFO - Epoch [47][920/940] lr: 5.535e-01, eta: 2 days, 5:27:32, time: 0.643, data_time: 0.003, memory: 9444, top1_acc: 0.2609, top5_acc: 0.5168, loss_cls: 3.4664, loss: 3.4664, grad_norm: 0.9990 2020-07-23 03:06:54,223 - mmaction - INFO - Epoch [47][940/940] lr: 5.535e-01, eta: 2 days, 5:26:48, time: 0.705, data_time: 0.002, memory: 9444, top1_acc: 0.2539, top5_acc: 0.5000, loss_cls: 3.5075, loss: 3.5075, grad_norm: 0.9890 2020-07-23 03:10:24,758 - mmaction - INFO - Epoch [48][20/940] lr: 5.515e-01, eta: 2 days, 5:39:49, time: 9.979, data_time: 8.190, memory: 9444, top1_acc: 0.2514, top5_acc: 0.4992, loss_cls: 3.5207, loss: 3.5207, grad_norm: 0.9808 2020-07-23 03:10:37,918 - mmaction - INFO - Epoch [48][40/940] lr: 5.515e-01, eta: 2 days, 5:39:01, time: 0.669, data_time: 0.026, memory: 9444, top1_acc: 0.2570, top5_acc: 0.4998, loss_cls: 3.4824, loss: 3.4824, grad_norm: 0.9756 2020-07-23 03:10:52,533 - mmaction - INFO - Epoch [48][60/940] lr: 5.515e-01, eta: 2 days, 5:38:19, time: 0.731, data_time: 0.003, memory: 9444, top1_acc: 0.2631, top5_acc: 0.5123, loss_cls: 3.4406, loss: 3.4406, grad_norm: 0.9893 2020-07-23 03:11:06,099 - mmaction - INFO - Epoch [48][80/940] lr: 5.515e-01, eta: 2 days, 5:37:32, time: 0.677, data_time: 0.002, memory: 9444, top1_acc: 0.2619, top5_acc: 0.5010, loss_cls: 3.4816, loss: 3.4816, grad_norm: 0.9771 2020-07-23 03:11:20,140 - mmaction - INFO - Epoch [48][100/940] lr: 5.515e-01, eta: 2 days, 5:36:48, time: 0.702, data_time: 0.014, memory: 9444, top1_acc: 0.2598, top5_acc: 0.5209, loss_cls: 3.4301, loss: 3.4301, grad_norm: 0.9937 2020-07-23 03:11:35,843 - mmaction - INFO - Epoch [48][120/940] lr: 5.515e-01, eta: 2 days, 5:36:10, time: 0.785, data_time: 0.002, memory: 9444, top1_acc: 0.2687, top5_acc: 0.4996, loss_cls: 3.4943, loss: 3.4943, grad_norm: 0.9645 2020-07-23 03:11:51,252 - mmaction - INFO - Epoch [48][140/940] lr: 5.515e-01, eta: 2 days, 5:35:32, time: 0.771, data_time: 0.003, memory: 9444, top1_acc: 0.2578, top5_acc: 0.5086, loss_cls: 3.4740, loss: 3.4740, grad_norm: 0.9795 2020-07-23 03:12:04,265 - mmaction - INFO - Epoch [48][160/940] lr: 5.515e-01, eta: 2 days, 5:34:43, time: 0.651, data_time: 0.004, memory: 9444, top1_acc: 0.2559, top5_acc: 0.4975, loss_cls: 3.4986, loss: 3.4986, grad_norm: 0.9784 2020-07-23 03:12:19,674 - mmaction - INFO - Epoch [48][180/940] lr: 5.515e-01, eta: 2 days, 5:34:04, time: 0.769, data_time: 0.003, memory: 9444, top1_acc: 0.2621, top5_acc: 0.5137, loss_cls: 3.4265, loss: 3.4265, grad_norm: 0.9832 2020-07-23 03:12:32,614 - mmaction - INFO - Epoch [48][200/940] lr: 5.515e-01, eta: 2 days, 5:33:15, time: 0.647, data_time: 0.003, memory: 9444, top1_acc: 0.2574, top5_acc: 0.4924, loss_cls: 3.5196, loss: 3.5196, grad_norm: 0.9835 2020-07-23 03:12:47,408 - mmaction - INFO - Epoch [48][220/940] lr: 5.515e-01, eta: 2 days, 5:32:34, time: 0.741, data_time: 0.003, memory: 9444, top1_acc: 0.2568, top5_acc: 0.5000, loss_cls: 3.5134, loss: 3.5134, grad_norm: 0.9641 2020-07-23 03:13:01,997 - mmaction - INFO - Epoch [48][240/940] lr: 5.515e-01, eta: 2 days, 5:31:52, time: 0.729, data_time: 0.003, memory: 9444, top1_acc: 0.2646, top5_acc: 0.5068, loss_cls: 3.4817, loss: 3.4817, grad_norm: 0.9731 2020-07-23 03:13:15,175 - mmaction - INFO - Epoch [48][260/940] lr: 5.515e-01, eta: 2 days, 5:31:04, time: 0.659, data_time: 0.002, memory: 9444, top1_acc: 0.2602, top5_acc: 0.5045, loss_cls: 3.4970, loss: 3.4970, grad_norm: 0.9663 2020-07-23 03:13:28,596 - mmaction - INFO - Epoch [48][280/940] lr: 5.515e-01, eta: 2 days, 5:30:17, time: 0.671, data_time: 0.004, memory: 9444, top1_acc: 0.2600, top5_acc: 0.5090, loss_cls: 3.4811, loss: 3.4811, grad_norm: 0.9571 2020-07-23 03:13:43,004 - mmaction - INFO - Epoch [48][300/940] lr: 5.515e-01, eta: 2 days, 5:29:34, time: 0.720, data_time: 0.003, memory: 9444, top1_acc: 0.2711, top5_acc: 0.5066, loss_cls: 3.4603, loss: 3.4603, grad_norm: 0.9610 2020-07-23 03:13:56,888 - mmaction - INFO - Epoch [48][320/940] lr: 5.515e-01, eta: 2 days, 5:28:49, time: 0.695, data_time: 0.003, memory: 9444, top1_acc: 0.2621, top5_acc: 0.5109, loss_cls: 3.4652, loss: 3.4652, grad_norm: 0.9896 2020-07-23 03:14:09,931 - mmaction - INFO - Epoch [48][340/940] lr: 5.515e-01, eta: 2 days, 5:28:01, time: 0.652, data_time: 0.002, memory: 9444, top1_acc: 0.2479, top5_acc: 0.5043, loss_cls: 3.4992, loss: 3.4992, grad_norm: 0.9684 2020-07-23 03:14:24,387 - mmaction - INFO - Epoch [48][360/940] lr: 5.515e-01, eta: 2 days, 5:27:18, time: 0.723, data_time: 0.003, memory: 9444, top1_acc: 0.2545, top5_acc: 0.4994, loss_cls: 3.5195, loss: 3.5195, grad_norm: 0.9677 2020-07-23 03:14:38,770 - mmaction - INFO - Epoch [48][380/940] lr: 5.515e-01, eta: 2 days, 5:26:35, time: 0.719, data_time: 0.003, memory: 9444, top1_acc: 0.2465, top5_acc: 0.4973, loss_cls: 3.5058, loss: 3.5058, grad_norm: 0.9807 2020-07-23 03:14:52,530 - mmaction - INFO - Epoch [48][400/940] lr: 5.515e-01, eta: 2 days, 5:25:50, time: 0.687, data_time: 0.002, memory: 9444, top1_acc: 0.2658, top5_acc: 0.5119, loss_cls: 3.4431, loss: 3.4431, grad_norm: 0.9819 2020-07-23 03:15:06,417 - mmaction - INFO - Epoch [48][420/940] lr: 5.515e-01, eta: 2 days, 5:25:05, time: 0.694, data_time: 0.002, memory: 9444, top1_acc: 0.2633, top5_acc: 0.5059, loss_cls: 3.4761, loss: 3.4761, grad_norm: 0.9651 2020-07-23 03:15:21,994 - mmaction - INFO - Epoch [48][440/940] lr: 5.515e-01, eta: 2 days, 5:24:28, time: 0.778, data_time: 0.003, memory: 9444, top1_acc: 0.2594, top5_acc: 0.4998, loss_cls: 3.4817, loss: 3.4817, grad_norm: 0.9677 2020-07-23 03:15:36,350 - mmaction - INFO - Epoch [48][460/940] lr: 5.515e-01, eta: 2 days, 5:23:45, time: 0.718, data_time: 0.004, memory: 9444, top1_acc: 0.2559, top5_acc: 0.4834, loss_cls: 3.5591, loss: 3.5591, grad_norm: 0.9457 2020-07-23 03:15:49,632 - mmaction - INFO - Epoch [48][480/940] lr: 5.515e-01, eta: 2 days, 5:22:58, time: 0.664, data_time: 0.003, memory: 9444, top1_acc: 0.2658, top5_acc: 0.5078, loss_cls: 3.4660, loss: 3.4660, grad_norm: 0.9708 2020-07-23 03:16:03,792 - mmaction - INFO - Epoch [48][500/940] lr: 5.515e-01, eta: 2 days, 5:22:13, time: 0.691, data_time: 0.003, memory: 9444, top1_acc: 0.2553, top5_acc: 0.4990, loss_cls: 3.4985, loss: 3.4985, grad_norm: 0.9637 2020-07-23 03:16:17,407 - mmaction - INFO - Epoch [48][520/940] lr: 5.515e-01, eta: 2 days, 5:21:28, time: 0.699, data_time: 0.019, memory: 9444, top1_acc: 0.2492, top5_acc: 0.5039, loss_cls: 3.4940, loss: 3.4940, grad_norm: 0.9864 2020-07-23 03:16:30,593 - mmaction - INFO - Epoch [48][540/940] lr: 5.515e-01, eta: 2 days, 5:20:41, time: 0.659, data_time: 0.002, memory: 9444, top1_acc: 0.2594, top5_acc: 0.4982, loss_cls: 3.4894, loss: 3.4894, grad_norm: 0.9662 2020-07-23 03:16:44,682 - mmaction - INFO - Epoch [48][560/940] lr: 5.515e-01, eta: 2 days, 5:19:57, time: 0.704, data_time: 0.004, memory: 9444, top1_acc: 0.2479, top5_acc: 0.4967, loss_cls: 3.5320, loss: 3.5320, grad_norm: 0.9655 2020-07-23 03:16:58,456 - mmaction - INFO - Epoch [48][580/940] lr: 5.515e-01, eta: 2 days, 5:19:12, time: 0.690, data_time: 0.003, memory: 9444, top1_acc: 0.2443, top5_acc: 0.5031, loss_cls: 3.5261, loss: 3.5261, grad_norm: 0.9816 2020-07-23 03:17:12,109 - mmaction - INFO - Epoch [48][600/940] lr: 5.515e-01, eta: 2 days, 5:18:26, time: 0.682, data_time: 0.002, memory: 9444, top1_acc: 0.2490, top5_acc: 0.4934, loss_cls: 3.5210, loss: 3.5210, grad_norm: 0.9689 2020-07-23 03:17:26,405 - mmaction - INFO - Epoch [48][620/940] lr: 5.515e-01, eta: 2 days, 5:17:43, time: 0.714, data_time: 0.002, memory: 9444, top1_acc: 0.2559, top5_acc: 0.4945, loss_cls: 3.5139, loss: 3.5139, grad_norm: 0.9898 2020-07-23 03:17:39,541 - mmaction - INFO - Epoch [48][640/940] lr: 5.515e-01, eta: 2 days, 5:16:55, time: 0.657, data_time: 0.003, memory: 9444, top1_acc: 0.2453, top5_acc: 0.4986, loss_cls: 3.5035, loss: 3.5035, grad_norm: 0.9425 2020-07-23 03:17:53,739 - mmaction - INFO - Epoch [48][660/940] lr: 5.515e-01, eta: 2 days, 5:16:12, time: 0.709, data_time: 0.011, memory: 9444, top1_acc: 0.2578, top5_acc: 0.5002, loss_cls: 3.4830, loss: 3.4830, grad_norm: 0.9622 2020-07-23 03:18:07,097 - mmaction - INFO - Epoch [48][680/940] lr: 5.515e-01, eta: 2 days, 5:15:26, time: 0.669, data_time: 0.004, memory: 9444, top1_acc: 0.2531, top5_acc: 0.5004, loss_cls: 3.5116, loss: 3.5116, grad_norm: 0.9640 2020-07-23 03:18:20,956 - mmaction - INFO - Epoch [48][700/940] lr: 5.515e-01, eta: 2 days, 5:14:41, time: 0.694, data_time: 0.003, memory: 9444, top1_acc: 0.2559, top5_acc: 0.4986, loss_cls: 3.4874, loss: 3.4874, grad_norm: 1.0011 2020-07-23 03:18:35,498 - mmaction - INFO - Epoch [48][720/940] lr: 5.515e-01, eta: 2 days, 5:13:59, time: 0.726, data_time: 0.002, memory: 9444, top1_acc: 0.2504, top5_acc: 0.5041, loss_cls: 3.4959, loss: 3.4959, grad_norm: 0.9830 2020-07-23 03:18:48,741 - mmaction - INFO - Epoch [48][740/940] lr: 5.515e-01, eta: 2 days, 5:13:12, time: 0.663, data_time: 0.003, memory: 9444, top1_acc: 0.2592, top5_acc: 0.5047, loss_cls: 3.4780, loss: 3.4780, grad_norm: 0.9611 2020-07-23 03:19:02,489 - mmaction - INFO - Epoch [48][760/940] lr: 5.515e-01, eta: 2 days, 5:12:27, time: 0.687, data_time: 0.003, memory: 9444, top1_acc: 0.2520, top5_acc: 0.5066, loss_cls: 3.4813, loss: 3.4813, grad_norm: 1.0036 2020-07-23 03:19:16,577 - mmaction - INFO - Epoch [48][780/940] lr: 5.515e-01, eta: 2 days, 5:11:44, time: 0.704, data_time: 0.004, memory: 9444, top1_acc: 0.2557, top5_acc: 0.5008, loss_cls: 3.5095, loss: 3.5095, grad_norm: 0.9957 2020-07-23 03:19:31,438 - mmaction - INFO - Epoch [48][800/940] lr: 5.515e-01, eta: 2 days, 5:11:04, time: 0.744, data_time: 0.003, memory: 9444, top1_acc: 0.2588, top5_acc: 0.5035, loss_cls: 3.5012, loss: 3.5012, grad_norm: 0.9561 2020-07-23 03:19:45,346 - mmaction - INFO - Epoch [48][820/940] lr: 5.515e-01, eta: 2 days, 5:10:20, time: 0.695, data_time: 0.002, memory: 9444, top1_acc: 0.2662, top5_acc: 0.5057, loss_cls: 3.4982, loss: 3.4982, grad_norm: 0.9766 2020-07-23 03:19:59,583 - mmaction - INFO - Epoch [48][840/940] lr: 5.515e-01, eta: 2 days, 5:09:37, time: 0.711, data_time: 0.002, memory: 9444, top1_acc: 0.2541, top5_acc: 0.5084, loss_cls: 3.4596, loss: 3.4596, grad_norm: 0.9833 2020-07-23 03:20:13,520 - mmaction - INFO - Epoch [48][860/940] lr: 5.515e-01, eta: 2 days, 5:08:53, time: 0.697, data_time: 0.015, memory: 9444, top1_acc: 0.2545, top5_acc: 0.4873, loss_cls: 3.5498, loss: 3.5498, grad_norm: 0.9845 2020-07-23 03:20:27,224 - mmaction - INFO - Epoch [48][880/940] lr: 5.515e-01, eta: 2 days, 5:08:08, time: 0.685, data_time: 0.003, memory: 9444, top1_acc: 0.2762, top5_acc: 0.5145, loss_cls: 3.4449, loss: 3.4449, grad_norm: 0.9533 2020-07-23 03:20:41,341 - mmaction - INFO - Epoch [48][900/940] lr: 5.515e-01, eta: 2 days, 5:07:25, time: 0.706, data_time: 0.003, memory: 9444, top1_acc: 0.2541, top5_acc: 0.4979, loss_cls: 3.5028, loss: 3.5028, grad_norm: 0.9690 2020-07-23 03:20:54,341 - mmaction - INFO - Epoch [48][920/940] lr: 5.515e-01, eta: 2 days, 5:06:37, time: 0.650, data_time: 0.002, memory: 9444, top1_acc: 0.2510, top5_acc: 0.4969, loss_cls: 3.5159, loss: 3.5159, grad_norm: 0.9791 2020-07-23 03:21:07,856 - mmaction - INFO - Epoch [48][940/940] lr: 5.515e-01, eta: 2 days, 5:05:51, time: 0.676, data_time: 0.026, memory: 9444, top1_acc: 0.2569, top5_acc: 0.4986, loss_cls: 3.5141, loss: 3.5141, grad_norm: 0.9795 2020-07-23 03:21:14,891 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-07-23 03:24:10,558 - mmaction - INFO - Epoch [49][20/940] lr: 5.494e-01, eta: 2 days, 5:16:45, time: 8.754, data_time: 6.192, memory: 9444, top1_acc: 0.2584, top5_acc: 0.4998, loss_cls: 3.5262, loss: 3.5262, grad_norm: 0.9667 2020-07-23 03:24:25,735 - mmaction - INFO - Epoch [49][40/940] lr: 5.494e-01, eta: 2 days, 5:16:06, time: 0.758, data_time: 0.003, memory: 9444, top1_acc: 0.2539, top5_acc: 0.5018, loss_cls: 3.4951, loss: 3.4951, grad_norm: 0.9862 2020-07-23 03:24:40,318 - mmaction - INFO - Epoch [49][60/940] lr: 5.494e-01, eta: 2 days, 5:15:25, time: 0.730, data_time: 0.003, memory: 9444, top1_acc: 0.2637, top5_acc: 0.5217, loss_cls: 3.4142, loss: 3.4142, grad_norm: 0.9632 2020-07-23 03:24:53,860 - mmaction - INFO - Epoch [49][80/940] lr: 5.494e-01, eta: 2 days, 5:14:39, time: 0.677, data_time: 0.002, memory: 9444, top1_acc: 0.2592, top5_acc: 0.5172, loss_cls: 3.4325, loss: 3.4325, grad_norm: 0.9818 2020-07-23 03:25:09,162 - mmaction - INFO - Epoch [49][100/940] lr: 5.494e-01, eta: 2 days, 5:14:01, time: 0.765, data_time: 0.002, memory: 9444, top1_acc: 0.2635, top5_acc: 0.5180, loss_cls: 3.4493, loss: 3.4493, grad_norm: 0.9982 2020-07-23 03:25:23,253 - mmaction - INFO - Epoch [49][120/940] lr: 5.494e-01, eta: 2 days, 5:13:17, time: 0.705, data_time: 0.002, memory: 9444, top1_acc: 0.2564, top5_acc: 0.5051, loss_cls: 3.4816, loss: 3.4816, grad_norm: 0.9781 2020-07-23 03:25:37,678 - mmaction - INFO - Epoch [49][140/940] lr: 5.494e-01, eta: 2 days, 5:12:35, time: 0.720, data_time: 0.023, memory: 9444, top1_acc: 0.2650, top5_acc: 0.4990, loss_cls: 3.4658, loss: 3.4658, grad_norm: 0.9717 2020-07-23 03:25:51,510 - mmaction - INFO - Epoch [49][160/940] lr: 5.494e-01, eta: 2 days, 5:11:51, time: 0.691, data_time: 0.003, memory: 9444, top1_acc: 0.2621, top5_acc: 0.5143, loss_cls: 3.4530, loss: 3.4530, grad_norm: 0.9702 2020-07-23 03:26:04,560 - mmaction - INFO - Epoch [49][180/940] lr: 5.494e-01, eta: 2 days, 5:11:03, time: 0.653, data_time: 0.003, memory: 9444, top1_acc: 0.2539, top5_acc: 0.4920, loss_cls: 3.5142, loss: 3.5142, grad_norm: 0.9832 2020-07-23 03:26:19,197 - mmaction - INFO - Epoch [49][200/940] lr: 5.494e-01, eta: 2 days, 5:10:22, time: 0.732, data_time: 0.004, memory: 9444, top1_acc: 0.2533, top5_acc: 0.4898, loss_cls: 3.5150, loss: 3.5150, grad_norm: 0.9708 2020-07-23 03:26:33,554 - mmaction - INFO - Epoch [49][220/940] lr: 5.494e-01, eta: 2 days, 5:09:39, time: 0.718, data_time: 0.003, memory: 9444, top1_acc: 0.2498, top5_acc: 0.4881, loss_cls: 3.5665, loss: 3.5665, grad_norm: 0.9607 2020-07-23 03:26:47,018 - mmaction - INFO - Epoch [49][240/940] lr: 5.494e-01, eta: 2 days, 5:08:53, time: 0.673, data_time: 0.011, memory: 9444, top1_acc: 0.2646, top5_acc: 0.5115, loss_cls: 3.4345, loss: 3.4345, grad_norm: 0.9598 2020-07-23 03:27:01,544 - mmaction - INFO - Epoch [49][260/940] lr: 5.494e-01, eta: 2 days, 5:08:12, time: 0.727, data_time: 0.003, memory: 9444, top1_acc: 0.2428, top5_acc: 0.4895, loss_cls: 3.5337, loss: 3.5337, grad_norm: 0.9836 2020-07-23 03:27:14,502 - mmaction - INFO - Epoch [49][280/940] lr: 5.494e-01, eta: 2 days, 5:07:24, time: 0.647, data_time: 0.002, memory: 9444, top1_acc: 0.2646, top5_acc: 0.5094, loss_cls: 3.4322, loss: 3.4322, grad_norm: 0.9795 2020-07-23 03:27:28,768 - mmaction - INFO - Epoch [49][300/940] lr: 5.494e-01, eta: 2 days, 5:06:41, time: 0.714, data_time: 0.022, memory: 9444, top1_acc: 0.2551, top5_acc: 0.4949, loss_cls: 3.5030, loss: 3.5030, grad_norm: 0.9817 2020-07-23 03:27:42,959 - mmaction - INFO - Epoch [49][320/940] lr: 5.494e-01, eta: 2 days, 5:05:59, time: 0.711, data_time: 0.003, memory: 9444, top1_acc: 0.2596, top5_acc: 0.5045, loss_cls: 3.4893, loss: 3.4893, grad_norm: 0.9878 2020-07-23 03:27:56,026 - mmaction - INFO - Epoch [49][340/940] lr: 5.494e-01, eta: 2 days, 5:05:11, time: 0.652, data_time: 0.002, memory: 9444, top1_acc: 0.2633, top5_acc: 0.4979, loss_cls: 3.4973, loss: 3.4973, grad_norm: 0.9818 2020-07-23 03:28:09,178 - mmaction - INFO - Epoch [49][360/940] lr: 5.494e-01, eta: 2 days, 5:04:24, time: 0.658, data_time: 0.003, memory: 9444, top1_acc: 0.2645, top5_acc: 0.5143, loss_cls: 3.4810, loss: 3.4810, grad_norm: 0.9723 2020-07-23 03:28:22,946 - mmaction - INFO - Epoch [49][380/940] lr: 5.494e-01, eta: 2 days, 5:03:39, time: 0.688, data_time: 0.003, memory: 9444, top1_acc: 0.2578, top5_acc: 0.5033, loss_cls: 3.4984, loss: 3.4984, grad_norm: 0.9734 2020-07-23 03:28:37,472 - mmaction - INFO - Epoch [49][400/940] lr: 5.494e-01, eta: 2 days, 5:02:58, time: 0.726, data_time: 0.003, memory: 9444, top1_acc: 0.2604, top5_acc: 0.5090, loss_cls: 3.4317, loss: 3.4317, grad_norm: 0.9872 2020-07-23 03:28:51,599 - mmaction - INFO - Epoch [49][420/940] lr: 5.494e-01, eta: 2 days, 5:02:15, time: 0.707, data_time: 0.002, memory: 9444, top1_acc: 0.2555, top5_acc: 0.5041, loss_cls: 3.4939, loss: 3.4939, grad_norm: 0.9757 2020-07-23 03:29:04,634 - mmaction - INFO - Epoch [49][440/940] lr: 5.494e-01, eta: 2 days, 5:01:28, time: 0.651, data_time: 0.002, memory: 9444, top1_acc: 0.2578, top5_acc: 0.5105, loss_cls: 3.4589, loss: 3.4589, grad_norm: 0.9857 2020-07-23 03:29:19,315 - mmaction - INFO - Epoch [49][460/940] lr: 5.494e-01, eta: 2 days, 5:00:47, time: 0.733, data_time: 0.017, memory: 9444, top1_acc: 0.2619, top5_acc: 0.5172, loss_cls: 3.4672, loss: 3.4672, grad_norm: 0.9775 2020-07-23 03:29:33,569 - mmaction - INFO - Epoch [49][480/940] lr: 5.494e-01, eta: 2 days, 5:00:05, time: 0.713, data_time: 0.003, memory: 9444, top1_acc: 0.2605, top5_acc: 0.5092, loss_cls: 3.5022, loss: 3.5022, grad_norm: 0.9816 2020-07-23 03:29:47,681 - mmaction - INFO - Epoch [49][500/940] lr: 5.494e-01, eta: 2 days, 4:59:22, time: 0.706, data_time: 0.003, memory: 9444, top1_acc: 0.2531, top5_acc: 0.5029, loss_cls: 3.4953, loss: 3.4953, grad_norm: 0.9821 2020-07-23 03:30:01,983 - mmaction - INFO - Epoch [49][520/940] lr: 5.494e-01, eta: 2 days, 4:58:40, time: 0.715, data_time: 0.002, memory: 9444, top1_acc: 0.2602, top5_acc: 0.5082, loss_cls: 3.4698, loss: 3.4698, grad_norm: 1.0010 2020-07-23 03:30:16,166 - mmaction - INFO - Epoch [49][540/940] lr: 5.494e-01, eta: 2 days, 4:57:57, time: 0.707, data_time: 0.003, memory: 9444, top1_acc: 0.2604, top5_acc: 0.5111, loss_cls: 3.4681, loss: 3.4681, grad_norm: 0.9878 2020-07-23 03:30:29,128 - mmaction - INFO - Epoch [49][560/940] lr: 5.494e-01, eta: 2 days, 4:57:10, time: 0.650, data_time: 0.004, memory: 9444, top1_acc: 0.2555, top5_acc: 0.5094, loss_cls: 3.4680, loss: 3.4680, grad_norm: 0.9813 2020-07-23 03:30:42,902 - mmaction - INFO - Epoch [49][580/940] lr: 5.494e-01, eta: 2 days, 4:56:26, time: 0.689, data_time: 0.002, memory: 9444, top1_acc: 0.2527, top5_acc: 0.5047, loss_cls: 3.5192, loss: 3.5192, grad_norm: 0.9937 2020-07-23 03:30:58,576 - mmaction - INFO - Epoch [49][600/940] lr: 5.494e-01, eta: 2 days, 4:55:49, time: 0.782, data_time: 0.005, memory: 9444, top1_acc: 0.2582, top5_acc: 0.4992, loss_cls: 3.4933, loss: 3.4933, grad_norm: 0.9863 2020-07-23 03:31:12,276 - mmaction - INFO - Epoch [49][620/940] lr: 5.494e-01, eta: 2 days, 4:55:05, time: 0.685, data_time: 0.003, memory: 9444, top1_acc: 0.2557, top5_acc: 0.4955, loss_cls: 3.5131, loss: 3.5131, grad_norm: 0.9690 2020-07-23 03:31:25,329 - mmaction - INFO - Epoch [49][640/940] lr: 5.494e-01, eta: 2 days, 4:54:18, time: 0.654, data_time: 0.003, memory: 9444, top1_acc: 0.2646, top5_acc: 0.5139, loss_cls: 3.4328, loss: 3.4328, grad_norm: 0.9785 2020-07-23 03:31:38,588 - mmaction - INFO - Epoch [49][660/940] lr: 5.494e-01, eta: 2 days, 4:53:31, time: 0.662, data_time: 0.002, memory: 9444, top1_acc: 0.2469, top5_acc: 0.4980, loss_cls: 3.5421, loss: 3.5421, grad_norm: 0.9709 2020-07-23 03:31:52,979 - mmaction - INFO - Epoch [49][680/940] lr: 5.494e-01, eta: 2 days, 4:52:50, time: 0.719, data_time: 0.003, memory: 9444, top1_acc: 0.2623, top5_acc: 0.4980, loss_cls: 3.4913, loss: 3.4913, grad_norm: 0.9609 2020-07-23 03:32:07,595 - mmaction - INFO - Epoch [49][700/940] lr: 5.494e-01, eta: 2 days, 4:52:09, time: 0.731, data_time: 0.003, memory: 9444, top1_acc: 0.2535, top5_acc: 0.4975, loss_cls: 3.5020, loss: 3.5020, grad_norm: 0.9668 2020-07-23 03:32:20,712 - mmaction - INFO - Epoch [49][720/940] lr: 5.494e-01, eta: 2 days, 4:51:23, time: 0.656, data_time: 0.002, memory: 9444, top1_acc: 0.2555, top5_acc: 0.5027, loss_cls: 3.5433, loss: 3.5433, grad_norm: 0.9708 2020-07-23 03:32:33,889 - mmaction - INFO - Epoch [49][740/940] lr: 5.494e-01, eta: 2 days, 4:50:36, time: 0.659, data_time: 0.002, memory: 9444, top1_acc: 0.2604, top5_acc: 0.5090, loss_cls: 3.4816, loss: 3.4816, grad_norm: 0.9819 2020-07-23 03:32:47,558 - mmaction - INFO - Epoch [49][760/940] lr: 5.494e-01, eta: 2 days, 4:49:52, time: 0.683, data_time: 0.003, memory: 9444, top1_acc: 0.2496, top5_acc: 0.5059, loss_cls: 3.5104, loss: 3.5104, grad_norm: 0.9867 2020-07-23 03:33:02,097 - mmaction - INFO - Epoch [49][780/940] lr: 5.494e-01, eta: 2 days, 4:49:11, time: 0.728, data_time: 0.004, memory: 9444, top1_acc: 0.2631, top5_acc: 0.5086, loss_cls: 3.4590, loss: 3.4590, grad_norm: 0.9769 2020-07-23 03:33:15,776 - mmaction - INFO - Epoch [49][800/940] lr: 5.494e-01, eta: 2 days, 4:48:27, time: 0.684, data_time: 0.002, memory: 9444, top1_acc: 0.2553, top5_acc: 0.5072, loss_cls: 3.4823, loss: 3.4823, grad_norm: 0.9837 2020-07-23 03:33:29,712 - mmaction - INFO - Epoch [49][820/940] lr: 5.494e-01, eta: 2 days, 4:47:43, time: 0.696, data_time: 0.002, memory: 9444, top1_acc: 0.2559, top5_acc: 0.4949, loss_cls: 3.5181, loss: 3.5181, grad_norm: 0.9784 2020-07-23 03:33:43,289 - mmaction - INFO - Epoch [49][840/940] lr: 5.494e-01, eta: 2 days, 4:46:59, time: 0.678, data_time: 0.003, memory: 9444, top1_acc: 0.2619, top5_acc: 0.5125, loss_cls: 3.4928, loss: 3.4928, grad_norm: 0.9824 2020-07-23 03:33:57,044 - mmaction - INFO - Epoch [49][860/940] lr: 5.494e-01, eta: 2 days, 4:46:15, time: 0.690, data_time: 0.004, memory: 9444, top1_acc: 0.2627, top5_acc: 0.5104, loss_cls: 3.4434, loss: 3.4434, grad_norm: 0.9672 2020-07-23 03:34:11,599 - mmaction - INFO - Epoch [49][880/940] lr: 5.494e-01, eta: 2 days, 4:45:34, time: 0.726, data_time: 0.002, memory: 9444, top1_acc: 0.2687, top5_acc: 0.5037, loss_cls: 3.4742, loss: 3.4742, grad_norm: 0.9756 2020-07-23 03:34:24,482 - mmaction - INFO - Epoch [49][900/940] lr: 5.494e-01, eta: 2 days, 4:44:47, time: 0.645, data_time: 0.004, memory: 9444, top1_acc: 0.2549, top5_acc: 0.4965, loss_cls: 3.5127, loss: 3.5127, grad_norm: 0.9938 2020-07-23 03:34:39,396 - mmaction - INFO - Epoch [49][920/940] lr: 5.494e-01, eta: 2 days, 4:44:08, time: 0.746, data_time: 0.002, memory: 9444, top1_acc: 0.2545, top5_acc: 0.4967, loss_cls: 3.5136, loss: 3.5136, grad_norm: 0.9818 2020-07-23 03:34:52,444 - mmaction - INFO - Epoch [49][940/940] lr: 5.494e-01, eta: 2 days, 4:43:21, time: 0.653, data_time: 0.003, memory: 9444, top1_acc: 0.2583, top5_acc: 0.5034, loss_cls: 3.4844, loss: 3.4844, grad_norm: 0.9706 2020-07-23 03:37:24,996 - mmaction - INFO - Epoch [50][20/940] lr: 5.474e-01, eta: 2 days, 4:52:03, time: 7.388, data_time: 6.572, memory: 9444, top1_acc: 0.2689, top5_acc: 0.5066, loss_cls: 3.4527, loss: 3.4527, grad_norm: 0.9627 2020-07-23 03:37:38,457 - mmaction - INFO - Epoch [50][40/940] lr: 5.474e-01, eta: 2 days, 4:51:18, time: 0.673, data_time: 0.003, memory: 9444, top1_acc: 0.2578, top5_acc: 0.5104, loss_cls: 3.4507, loss: 3.4507, grad_norm: 0.9831 2020-07-23 03:37:53,078 - mmaction - INFO - Epoch [50][60/940] lr: 5.474e-01, eta: 2 days, 4:50:37, time: 0.731, data_time: 0.003, memory: 9444, top1_acc: 0.2543, top5_acc: 0.4967, loss_cls: 3.4786, loss: 3.4786, grad_norm: 0.9879 2020-07-23 03:38:05,946 - mmaction - INFO - Epoch [50][80/940] lr: 5.474e-01, eta: 2 days, 4:49:49, time: 0.644, data_time: 0.004, memory: 9444, top1_acc: 0.2525, top5_acc: 0.4947, loss_cls: 3.5056, loss: 3.5056, grad_norm: 0.9630 2020-07-23 03:38:21,068 - mmaction - INFO - Epoch [50][100/940] lr: 5.474e-01, eta: 2 days, 4:49:11, time: 0.756, data_time: 0.003, memory: 9444, top1_acc: 0.2721, top5_acc: 0.5168, loss_cls: 3.4119, loss: 3.4119, grad_norm: 0.9757 2020-07-23 03:38:34,674 - mmaction - INFO - Epoch [50][120/940] lr: 5.474e-01, eta: 2 days, 4:48:27, time: 0.680, data_time: 0.003, memory: 9444, top1_acc: 0.2711, top5_acc: 0.5098, loss_cls: 3.4544, loss: 3.4544, grad_norm: 0.9915 2020-07-23 03:38:49,718 - mmaction - INFO - Epoch [50][140/940] lr: 5.474e-01, eta: 2 days, 4:47:48, time: 0.752, data_time: 0.003, memory: 9444, top1_acc: 0.2582, top5_acc: 0.4943, loss_cls: 3.4939, loss: 3.4939, grad_norm: 0.9873 2020-07-23 03:39:03,319 - mmaction - INFO - Epoch [50][160/940] lr: 5.474e-01, eta: 2 days, 4:47:04, time: 0.681, data_time: 0.003, memory: 9444, top1_acc: 0.2662, top5_acc: 0.5119, loss_cls: 3.4489, loss: 3.4489, grad_norm: 0.9908 2020-07-23 03:39:17,252 - mmaction - INFO - Epoch [50][180/940] lr: 5.474e-01, eta: 2 days, 4:46:20, time: 0.696, data_time: 0.002, memory: 9444, top1_acc: 0.2580, top5_acc: 0.5090, loss_cls: 3.4415, loss: 3.4415, grad_norm: 0.9944 2020-07-23 03:39:30,044 - mmaction - INFO - Epoch [50][200/940] lr: 5.474e-01, eta: 2 days, 4:45:33, time: 0.640, data_time: 0.003, memory: 9444, top1_acc: 0.2631, top5_acc: 0.5072, loss_cls: 3.4507, loss: 3.4507, grad_norm: 0.9856 2020-07-23 03:39:44,456 - mmaction - INFO - Epoch [50][220/940] lr: 5.474e-01, eta: 2 days, 4:44:51, time: 0.720, data_time: 0.002, memory: 9444, top1_acc: 0.2498, top5_acc: 0.4945, loss_cls: 3.5644, loss: 3.5644, grad_norm: 0.9832 2020-07-23 03:39:57,754 - mmaction - INFO - Epoch [50][240/940] lr: 5.474e-01, eta: 2 days, 4:44:06, time: 0.664, data_time: 0.002, memory: 9444, top1_acc: 0.2576, top5_acc: 0.5066, loss_cls: 3.4486, loss: 3.4486, grad_norm: 0.9765 2020-07-23 03:40:10,735 - mmaction - INFO - Epoch [50][260/940] lr: 5.474e-01, eta: 2 days, 4:43:19, time: 0.650, data_time: 0.003, memory: 9444, top1_acc: 0.2594, top5_acc: 0.5043, loss_cls: 3.5034, loss: 3.5034, grad_norm: 0.9706 2020-07-23 03:40:25,392 - mmaction - INFO - Epoch [50][280/940] lr: 5.474e-01, eta: 2 days, 4:42:39, time: 0.733, data_time: 0.002, memory: 9444, top1_acc: 0.2740, top5_acc: 0.5146, loss_cls: 3.4344, loss: 3.4344, grad_norm: 0.9910 2020-07-23 03:40:38,854 - mmaction - INFO - Epoch [50][300/940] lr: 5.474e-01, eta: 2 days, 4:41:54, time: 0.673, data_time: 0.002, memory: 9444, top1_acc: 0.2562, top5_acc: 0.4943, loss_cls: 3.5257, loss: 3.5257, grad_norm: 0.9687 2020-07-23 03:40:52,855 - mmaction - INFO - Epoch [50][320/940] lr: 5.474e-01, eta: 2 days, 4:41:11, time: 0.700, data_time: 0.002, memory: 9444, top1_acc: 0.2648, top5_acc: 0.5158, loss_cls: 3.4311, loss: 3.4311, grad_norm: 0.9783 2020-07-23 03:41:06,804 - mmaction - INFO - Epoch [50][340/940] lr: 5.474e-01, eta: 2 days, 4:40:28, time: 0.696, data_time: 0.002, memory: 9444, top1_acc: 0.2654, top5_acc: 0.5131, loss_cls: 3.4423, loss: 3.4423, grad_norm: 0.9766 2020-07-23 03:41:19,770 - mmaction - INFO - Epoch [50][360/940] lr: 5.474e-01, eta: 2 days, 4:39:41, time: 0.650, data_time: 0.004, memory: 9444, top1_acc: 0.2746, top5_acc: 0.5059, loss_cls: 3.4742, loss: 3.4742, grad_norm: 0.9833 2020-07-23 03:41:33,671 - mmaction - INFO - Epoch [50][380/940] lr: 5.474e-01, eta: 2 days, 4:38:58, time: 0.695, data_time: 0.002, memory: 9444, top1_acc: 0.2598, top5_acc: 0.5070, loss_cls: 3.4564, loss: 3.4564, grad_norm: 0.9942 2020-07-23 03:41:47,496 - mmaction - INFO - Epoch [50][400/940] lr: 5.474e-01, eta: 2 days, 4:38:15, time: 0.692, data_time: 0.003, memory: 9444, top1_acc: 0.2441, top5_acc: 0.4914, loss_cls: 3.5426, loss: 3.5426, grad_norm: 0.9910 2020-07-23 03:42:01,207 - mmaction - INFO - Epoch [50][420/940] lr: 5.474e-01, eta: 2 days, 4:37:31, time: 0.685, data_time: 0.002, memory: 9444, top1_acc: 0.2617, top5_acc: 0.5035, loss_cls: 3.4799, loss: 3.4799, grad_norm: 0.9803 2020-07-23 03:42:15,731 - mmaction - INFO - Epoch [50][440/940] lr: 5.474e-01, eta: 2 days, 4:36:51, time: 0.726, data_time: 0.004, memory: 9444, top1_acc: 0.2529, top5_acc: 0.4990, loss_cls: 3.5082, loss: 3.5082, grad_norm: 0.9827 2020-07-23 03:42:30,166 - mmaction - INFO - Epoch [50][460/940] lr: 5.474e-01, eta: 2 days, 4:36:10, time: 0.722, data_time: 0.003, memory: 9444, top1_acc: 0.2588, top5_acc: 0.5170, loss_cls: 3.4402, loss: 3.4402, grad_norm: 0.9955 2020-07-23 03:42:44,849 - mmaction - INFO - Epoch [50][480/940] lr: 5.474e-01, eta: 2 days, 4:35:30, time: 0.735, data_time: 0.003, memory: 9444, top1_acc: 0.2584, top5_acc: 0.5115, loss_cls: 3.4691, loss: 3.4691, grad_norm: 1.0021 2020-07-23 03:42:58,843 - mmaction - INFO - Epoch [50][500/940] lr: 5.474e-01, eta: 2 days, 4:34:48, time: 0.700, data_time: 0.003, memory: 9444, top1_acc: 0.2674, top5_acc: 0.5166, loss_cls: 3.4561, loss: 3.4561, grad_norm: 0.9813 2020-07-23 03:43:12,089 - mmaction - INFO - Epoch [50][520/940] lr: 5.474e-01, eta: 2 days, 4:34:02, time: 0.661, data_time: 0.003, memory: 9444, top1_acc: 0.2576, top5_acc: 0.5014, loss_cls: 3.4938, loss: 3.4938, grad_norm: 0.9681 2020-07-23 03:43:25,701 - mmaction - INFO - Epoch [50][540/940] lr: 5.474e-01, eta: 2 days, 4:33:18, time: 0.682, data_time: 0.004, memory: 9444, top1_acc: 0.2658, top5_acc: 0.5186, loss_cls: 3.4326, loss: 3.4326, grad_norm: 0.9767 2020-07-23 03:43:38,828 - mmaction - INFO - Epoch [50][560/940] lr: 5.474e-01, eta: 2 days, 4:32:32, time: 0.657, data_time: 0.002, memory: 9444, top1_acc: 0.2781, top5_acc: 0.5207, loss_cls: 3.4297, loss: 3.4297, grad_norm: 0.9822 2020-07-23 03:43:52,516 - mmaction - INFO - Epoch [50][580/940] lr: 5.474e-01, eta: 2 days, 4:31:48, time: 0.683, data_time: 0.002, memory: 9444, top1_acc: 0.2572, top5_acc: 0.4990, loss_cls: 3.5125, loss: 3.5125, grad_norm: 0.9784 2020-07-23 03:44:06,480 - mmaction - INFO - Epoch [50][600/940] lr: 5.474e-01, eta: 2 days, 4:31:06, time: 0.699, data_time: 0.004, memory: 9444, top1_acc: 0.2535, top5_acc: 0.5041, loss_cls: 3.4718, loss: 3.4718, grad_norm: 0.9778 2020-07-23 03:44:19,511 - mmaction - INFO - Epoch [50][620/940] lr: 5.474e-01, eta: 2 days, 4:30:20, time: 0.652, data_time: 0.003, memory: 9444, top1_acc: 0.2557, top5_acc: 0.5061, loss_cls: 3.4570, loss: 3.4570, grad_norm: 0.9822 2020-07-23 03:44:34,102 - mmaction - INFO - Epoch [50][640/940] lr: 5.474e-01, eta: 2 days, 4:29:40, time: 0.729, data_time: 0.002, memory: 9444, top1_acc: 0.2654, top5_acc: 0.5033, loss_cls: 3.4588, loss: 3.4588, grad_norm: 0.9958 2020-07-23 03:44:48,043 - mmaction - INFO - Epoch [50][660/940] lr: 5.474e-01, eta: 2 days, 4:28:57, time: 0.697, data_time: 0.003, memory: 9444, top1_acc: 0.2566, top5_acc: 0.5070, loss_cls: 3.5043, loss: 3.5043, grad_norm: 0.9755 2020-07-23 03:45:01,250 - mmaction - INFO - Epoch [50][680/940] lr: 5.474e-01, eta: 2 days, 4:28:12, time: 0.662, data_time: 0.003, memory: 9444, top1_acc: 0.2617, top5_acc: 0.5051, loss_cls: 3.4569, loss: 3.4569, grad_norm: 0.9620 2020-07-23 03:45:14,607 - mmaction - INFO - Epoch [50][700/940] lr: 5.474e-01, eta: 2 days, 4:27:27, time: 0.667, data_time: 0.002, memory: 9444, top1_acc: 0.2604, top5_acc: 0.4979, loss_cls: 3.4903, loss: 3.4903, grad_norm: 0.9924 2020-07-23 03:45:29,322 - mmaction - INFO - Epoch [50][720/940] lr: 5.474e-01, eta: 2 days, 4:26:48, time: 0.736, data_time: 0.003, memory: 9444, top1_acc: 0.2494, top5_acc: 0.4936, loss_cls: 3.5335, loss: 3.5335, grad_norm: 0.9744 2020-07-23 03:45:42,516 - mmaction - INFO - Epoch [50][740/940] lr: 5.474e-01, eta: 2 days, 4:26:02, time: 0.658, data_time: 0.003, memory: 9444, top1_acc: 0.2510, top5_acc: 0.4996, loss_cls: 3.5283, loss: 3.5283, grad_norm: 0.9945 2020-07-23 03:45:55,887 - mmaction - INFO - Epoch [50][760/940] lr: 5.474e-01, eta: 2 days, 4:25:17, time: 0.670, data_time: 0.004, memory: 9444, top1_acc: 0.2586, top5_acc: 0.5016, loss_cls: 3.5102, loss: 3.5102, grad_norm: 0.9618 2020-07-23 03:47:03,988 - mmaction - INFO - Epoch [50][780/940] lr: 5.474e-01, eta: 2 days, 4:28:19, time: 3.402, data_time: 0.113, memory: 9444, top1_acc: 0.2625, top5_acc: 0.5047, loss_cls: 3.4859, loss: 3.4859, grad_norm: 0.9784 2020-07-23 03:47:17,900 - mmaction - INFO - Epoch [50][800/940] lr: 5.474e-01, eta: 2 days, 4:27:36, time: 0.697, data_time: 0.006, memory: 9444, top1_acc: 0.2535, top5_acc: 0.5078, loss_cls: 3.4629, loss: 3.4629, grad_norm: 0.9799 2020-07-23 03:47:30,886 - mmaction - INFO - Epoch [50][820/940] lr: 5.474e-01, eta: 2 days, 4:26:50, time: 0.652, data_time: 0.006, memory: 9444, top1_acc: 0.2555, top5_acc: 0.5025, loss_cls: 3.4983, loss: 3.4983, grad_norm: 0.9923 2020-07-23 03:47:44,692 - mmaction - INFO - Epoch [50][840/940] lr: 5.474e-01, eta: 2 days, 4:26:07, time: 0.691, data_time: 0.002, memory: 9444, top1_acc: 0.2514, top5_acc: 0.4977, loss_cls: 3.5151, loss: 3.5151, grad_norm: 0.9674 2020-07-23 03:47:59,567 - mmaction - INFO - Epoch [50][860/940] lr: 5.474e-01, eta: 2 days, 4:25:29, time: 0.743, data_time: 0.002, memory: 9444, top1_acc: 0.2580, top5_acc: 0.5035, loss_cls: 3.4948, loss: 3.4948, grad_norm: 0.9584 2020-07-23 03:48:13,559 - mmaction - INFO - Epoch [50][880/940] lr: 5.474e-01, eta: 2 days, 4:24:47, time: 0.700, data_time: 0.002, memory: 9444, top1_acc: 0.2715, top5_acc: 0.5170, loss_cls: 3.4250, loss: 3.4250, grad_norm: 0.9686 2020-07-23 03:48:27,328 - mmaction - INFO - Epoch [50][900/940] lr: 5.474e-01, eta: 2 days, 4:24:03, time: 0.687, data_time: 0.001, memory: 9444, top1_acc: 0.2660, top5_acc: 0.5115, loss_cls: 3.5006, loss: 3.5006, grad_norm: 0.9844 2020-07-23 03:48:42,102 - mmaction - INFO - Epoch [50][920/940] lr: 5.474e-01, eta: 2 days, 4:23:25, time: 0.740, data_time: 0.003, memory: 9444, top1_acc: 0.2479, top5_acc: 0.4867, loss_cls: 3.5627, loss: 3.5627, grad_norm: 0.9730 2020-07-23 03:48:54,638 - mmaction - INFO - Epoch [50][940/940] lr: 5.474e-01, eta: 2 days, 4:22:36, time: 0.627, data_time: 0.003, memory: 9444, top1_acc: 0.2622, top5_acc: 0.5041, loss_cls: 3.4408, loss: 3.4408, grad_norm: 0.9750 2020-07-23 03:51:24,350 - mmaction - INFO - Epoch [51][20/940] lr: 5.453e-01, eta: 2 days, 4:30:47, time: 7.164, data_time: 6.254, memory: 9444, top1_acc: 0.2570, top5_acc: 0.5045, loss_cls: 3.4696, loss: 3.4696, grad_norm: 1.0046 2020-07-23 03:51:38,261 - mmaction - INFO - Epoch [51][40/940] lr: 5.453e-01, eta: 2 days, 4:30:04, time: 0.698, data_time: 0.004, memory: 9444, top1_acc: 0.2641, top5_acc: 0.5053, loss_cls: 3.4534, loss: 3.4534, grad_norm: 0.9720 2020-07-23 03:51:51,595 - mmaction - INFO - Epoch [51][60/940] lr: 5.453e-01, eta: 2 days, 4:29:19, time: 0.666, data_time: 0.002, memory: 9444, top1_acc: 0.2707, top5_acc: 0.5154, loss_cls: 3.4084, loss: 3.4084, grad_norm: 1.0025 2020-07-23 03:52:04,709 - mmaction - INFO - Epoch [51][80/940] lr: 5.453e-01, eta: 2 days, 4:28:33, time: 0.655, data_time: 0.003, memory: 9444, top1_acc: 0.2559, top5_acc: 0.5004, loss_cls: 3.4708, loss: 3.4708, grad_norm: 0.9888 2020-07-23 03:52:17,814 - mmaction - INFO - Epoch [51][100/940] lr: 5.453e-01, eta: 2 days, 4:27:48, time: 0.657, data_time: 0.004, memory: 9444, top1_acc: 0.2590, top5_acc: 0.5033, loss_cls: 3.4772, loss: 3.4772, grad_norm: 1.0037 2020-07-23 03:52:31,468 - mmaction - INFO - Epoch [51][120/940] lr: 5.453e-01, eta: 2 days, 4:27:04, time: 0.683, data_time: 0.003, memory: 9444, top1_acc: 0.2639, top5_acc: 0.5152, loss_cls: 3.4617, loss: 3.4617, grad_norm: 0.9755 2020-07-23 03:52:44,706 - mmaction - INFO - Epoch [51][140/940] lr: 5.453e-01, eta: 2 days, 4:26:19, time: 0.661, data_time: 0.002, memory: 9444, top1_acc: 0.2488, top5_acc: 0.5076, loss_cls: 3.4539, loss: 3.4539, grad_norm: 0.9987 2020-07-23 03:52:58,266 - mmaction - INFO - Epoch [51][160/940] lr: 5.453e-01, eta: 2 days, 4:25:35, time: 0.679, data_time: 0.003, memory: 9444, top1_acc: 0.2543, top5_acc: 0.5020, loss_cls: 3.5117, loss: 3.5117, grad_norm: 0.9714 2020-07-23 03:53:12,384 - mmaction - INFO - Epoch [51][180/940] lr: 5.453e-01, eta: 2 days, 4:24:53, time: 0.706, data_time: 0.002, memory: 9444, top1_acc: 0.2732, top5_acc: 0.5150, loss_cls: 3.4359, loss: 3.4359, grad_norm: 0.9544 2020-07-23 03:53:25,509 - mmaction - INFO - Epoch [51][200/940] lr: 5.453e-01, eta: 2 days, 4:24:07, time: 0.655, data_time: 0.002, memory: 9444, top1_acc: 0.2635, top5_acc: 0.5014, loss_cls: 3.4692, loss: 3.4692, grad_norm: 1.0047 2020-07-23 03:53:40,376 - mmaction - INFO - Epoch [51][220/940] lr: 5.453e-01, eta: 2 days, 4:23:29, time: 0.744, data_time: 0.003, memory: 9444, top1_acc: 0.2506, top5_acc: 0.4943, loss_cls: 3.4784, loss: 3.4784, grad_norm: 0.9961 2020-07-23 03:53:53,374 - mmaction - INFO - Epoch [51][240/940] lr: 5.453e-01, eta: 2 days, 4:22:43, time: 0.649, data_time: 0.003, memory: 9444, top1_acc: 0.2631, top5_acc: 0.5113, loss_cls: 3.4805, loss: 3.4805, grad_norm: 0.9687 2020-07-23 03:54:06,268 - mmaction - INFO - Epoch [51][260/940] lr: 5.453e-01, eta: 2 days, 4:21:56, time: 0.646, data_time: 0.003, memory: 9444, top1_acc: 0.2514, top5_acc: 0.4955, loss_cls: 3.5199, loss: 3.5199, grad_norm: 1.0058 2020-07-23 03:54:20,168 - mmaction - INFO - Epoch [51][280/940] lr: 5.453e-01, eta: 2 days, 4:21:14, time: 0.694, data_time: 0.002, memory: 9444, top1_acc: 0.2633, top5_acc: 0.5072, loss_cls: 3.4682, loss: 3.4682, grad_norm: 0.9665 2020-07-23 03:54:33,861 - mmaction - INFO - Epoch [51][300/940] lr: 5.453e-01, eta: 2 days, 4:20:31, time: 0.685, data_time: 0.004, memory: 9444, top1_acc: 0.2607, top5_acc: 0.5049, loss_cls: 3.4851, loss: 3.4851, grad_norm: 0.9813 2020-07-23 03:54:48,299 - mmaction - INFO - Epoch [51][320/940] lr: 5.453e-01, eta: 2 days, 4:19:50, time: 0.722, data_time: 0.021, memory: 9444, top1_acc: 0.2590, top5_acc: 0.5008, loss_cls: 3.5010, loss: 3.5010, grad_norm: 0.9677 2020-07-23 03:55:02,908 - mmaction - INFO - Epoch [51][340/940] lr: 5.453e-01, eta: 2 days, 4:19:11, time: 0.731, data_time: 0.003, memory: 9444, top1_acc: 0.2615, top5_acc: 0.5059, loss_cls: 3.4538, loss: 3.4538, grad_norm: 0.9759 2020-07-23 03:55:16,983 - mmaction - INFO - Epoch [51][360/940] lr: 5.453e-01, eta: 2 days, 4:18:30, time: 0.704, data_time: 0.003, memory: 9444, top1_acc: 0.2666, top5_acc: 0.5195, loss_cls: 3.4404, loss: 3.4404, grad_norm: 1.0075 2020-07-23 03:55:29,906 - mmaction - INFO - Epoch [51][380/940] lr: 5.453e-01, eta: 2 days, 4:17:43, time: 0.646, data_time: 0.002, memory: 9444, top1_acc: 0.2502, top5_acc: 0.4990, loss_cls: 3.4991, loss: 3.4991, grad_norm: 0.9913 2020-07-23 03:55:43,785 - mmaction - INFO - Epoch [51][400/940] lr: 5.453e-01, eta: 2 days, 4:17:01, time: 0.694, data_time: 0.003, memory: 9444, top1_acc: 0.2619, top5_acc: 0.5006, loss_cls: 3.4850, loss: 3.4850, grad_norm: 1.0020 2020-07-23 03:55:58,603 - mmaction - INFO - Epoch [51][420/940] lr: 5.453e-01, eta: 2 days, 4:16:22, time: 0.741, data_time: 0.002, memory: 9444, top1_acc: 0.2559, top5_acc: 0.5059, loss_cls: 3.4626, loss: 3.4626, grad_norm: 0.9784 2020-07-23 03:56:12,017 - mmaction - INFO - Epoch [51][440/940] lr: 5.453e-01, eta: 2 days, 4:15:38, time: 0.672, data_time: 0.003, memory: 9444, top1_acc: 0.2543, top5_acc: 0.5018, loss_cls: 3.4869, loss: 3.4869, grad_norm: 0.9818 2020-07-23 03:56:24,899 - mmaction - INFO - Epoch [51][460/940] lr: 5.453e-01, eta: 2 days, 4:14:52, time: 0.643, data_time: 0.002, memory: 9444, top1_acc: 0.2469, top5_acc: 0.4945, loss_cls: 3.5043, loss: 3.5043, grad_norm: 0.9825 2020-07-23 03:56:38,790 - mmaction - INFO - Epoch [51][480/940] lr: 5.453e-01, eta: 2 days, 4:14:10, time: 0.695, data_time: 0.003, memory: 9444, top1_acc: 0.2609, top5_acc: 0.4986, loss_cls: 3.4954, loss: 3.4954, grad_norm: 0.9821 2020-07-23 03:56:52,497 - mmaction - INFO - Epoch [51][500/940] lr: 5.453e-01, eta: 2 days, 4:13:27, time: 0.685, data_time: 0.002, memory: 9444, top1_acc: 0.2734, top5_acc: 0.5121, loss_cls: 3.4391, loss: 3.4391, grad_norm: 0.9746 2020-07-23 03:57:06,801 - mmaction - INFO - Epoch [51][520/940] lr: 5.453e-01, eta: 2 days, 4:12:46, time: 0.717, data_time: 0.004, memory: 9444, top1_acc: 0.2703, top5_acc: 0.5104, loss_cls: 3.4462, loss: 3.4462, grad_norm: 0.9774 2020-07-23 03:57:20,964 - mmaction - INFO - Epoch [51][540/940] lr: 5.453e-01, eta: 2 days, 4:12:05, time: 0.707, data_time: 0.002, memory: 9444, top1_acc: 0.2664, top5_acc: 0.5041, loss_cls: 3.4887, loss: 3.4887, grad_norm: 0.9945 2020-07-23 03:57:34,848 - mmaction - INFO - Epoch [51][560/940] lr: 5.453e-01, eta: 2 days, 4:11:23, time: 0.695, data_time: 0.003, memory: 9444, top1_acc: 0.2654, top5_acc: 0.5158, loss_cls: 3.4509, loss: 3.4509, grad_norm: 0.9649 2020-07-23 03:57:49,457 - mmaction - INFO - Epoch [51][580/940] lr: 5.453e-01, eta: 2 days, 4:10:44, time: 0.730, data_time: 0.002, memory: 9444, top1_acc: 0.2525, top5_acc: 0.5033, loss_cls: 3.5012, loss: 3.5012, grad_norm: 0.9820 2020-07-23 03:58:03,430 - mmaction - INFO - Epoch [51][600/940] lr: 5.453e-01, eta: 2 days, 4:10:02, time: 0.699, data_time: 0.003, memory: 9444, top1_acc: 0.2547, top5_acc: 0.4984, loss_cls: 3.4863, loss: 3.4863, grad_norm: 0.9625 2020-07-23 03:58:17,216 - mmaction - INFO - Epoch [51][620/940] lr: 5.453e-01, eta: 2 days, 4:09:20, time: 0.689, data_time: 0.002, memory: 9444, top1_acc: 0.2691, top5_acc: 0.5143, loss_cls: 3.4412, loss: 3.4412, grad_norm: 0.9770 2020-07-23 03:58:31,542 - mmaction - INFO - Epoch [51][640/940] lr: 5.453e-01, eta: 2 days, 4:08:40, time: 0.716, data_time: 0.002, memory: 9444, top1_acc: 0.2533, top5_acc: 0.5000, loss_cls: 3.5033, loss: 3.5033, grad_norm: 0.9672 2020-07-23 03:58:45,047 - mmaction - INFO - Epoch [51][660/940] lr: 5.453e-01, eta: 2 days, 4:07:56, time: 0.675, data_time: 0.003, memory: 9444, top1_acc: 0.2527, top5_acc: 0.5018, loss_cls: 3.5280, loss: 3.5280, grad_norm: 0.9753 2020-07-23 03:58:59,054 - mmaction - INFO - Epoch [51][680/940] lr: 5.453e-01, eta: 2 days, 4:07:15, time: 0.700, data_time: 0.003, memory: 9444, top1_acc: 0.2625, top5_acc: 0.5119, loss_cls: 3.4491, loss: 3.4491, grad_norm: 0.9735 2020-07-23 03:59:12,888 - mmaction - INFO - Epoch [51][700/940] lr: 5.453e-01, eta: 2 days, 4:06:32, time: 0.691, data_time: 0.002, memory: 9444, top1_acc: 0.2564, top5_acc: 0.5016, loss_cls: 3.4894, loss: 3.4894, grad_norm: 0.9777 2020-07-23 03:59:26,120 - mmaction - INFO - Epoch [51][720/940] lr: 5.453e-01, eta: 2 days, 4:05:47, time: 0.653, data_time: 0.004, memory: 9444, top1_acc: 0.2594, top5_acc: 0.4906, loss_cls: 3.5209, loss: 3.5209, grad_norm: 0.9816 2020-07-23 03:59:40,175 - mmaction - INFO - Epoch [51][740/940] lr: 5.453e-01, eta: 2 days, 4:05:07, time: 0.713, data_time: 0.013, memory: 9444, top1_acc: 0.2480, top5_acc: 0.4914, loss_cls: 3.5316, loss: 3.5316, grad_norm: 0.9806 2020-07-23 03:59:53,428 - mmaction - INFO - Epoch [51][760/940] lr: 5.453e-01, eta: 2 days, 4:04:22, time: 0.663, data_time: 0.002, memory: 9444, top1_acc: 0.2771, top5_acc: 0.5217, loss_cls: 3.4300, loss: 3.4300, grad_norm: 1.0029 2020-07-23 04:00:08,037 - mmaction - INFO - Epoch [51][780/940] lr: 5.453e-01, eta: 2 days, 4:03:42, time: 0.717, data_time: 0.002, memory: 9444, top1_acc: 0.2609, top5_acc: 0.5039, loss_cls: 3.4812, loss: 3.4812, grad_norm: 0.9916 2020-07-23 04:00:26,832 - mmaction - INFO - Epoch [51][800/940] lr: 5.453e-01, eta: 2 days, 4:03:21, time: 0.950, data_time: 0.029, memory: 9444, top1_acc: 0.2488, top5_acc: 0.5012, loss_cls: 3.5249, loss: 3.5249, grad_norm: 0.9630 2020-07-23 04:00:41,921 - mmaction - INFO - Epoch [51][820/940] lr: 5.453e-01, eta: 2 days, 4:02:44, time: 0.757, data_time: 0.015, memory: 9444, top1_acc: 0.2619, top5_acc: 0.5064, loss_cls: 3.4789, loss: 3.4789, grad_norm: 0.9493 2020-07-23 04:00:55,248 - mmaction - INFO - Epoch [51][840/940] lr: 5.453e-01, eta: 2 days, 4:02:00, time: 0.665, data_time: 0.003, memory: 9444, top1_acc: 0.2629, top5_acc: 0.5094, loss_cls: 3.4321, loss: 3.4321, grad_norm: 0.9855 2020-07-23 04:01:09,244 - mmaction - INFO - Epoch [51][860/940] lr: 5.453e-01, eta: 2 days, 4:01:19, time: 0.700, data_time: 0.004, memory: 9444, top1_acc: 0.2502, top5_acc: 0.4922, loss_cls: 3.5258, loss: 3.5258, grad_norm: 1.0092 2020-07-23 04:01:22,013 - mmaction - INFO - Epoch [51][880/940] lr: 5.453e-01, eta: 2 days, 4:00:33, time: 0.640, data_time: 0.003, memory: 9444, top1_acc: 0.2578, top5_acc: 0.4941, loss_cls: 3.5271, loss: 3.5271, grad_norm: 0.9689 2020-07-23 04:01:35,155 - mmaction - INFO - Epoch [51][900/940] lr: 5.453e-01, eta: 2 days, 3:59:48, time: 0.656, data_time: 0.002, memory: 9444, top1_acc: 0.2580, top5_acc: 0.5014, loss_cls: 3.4875, loss: 3.4875, grad_norm: 0.9506 2020-07-23 04:01:49,217 - mmaction - INFO - Epoch [51][920/940] lr: 5.453e-01, eta: 2 days, 3:59:07, time: 0.703, data_time: 0.003, memory: 9444, top1_acc: 0.2707, top5_acc: 0.5162, loss_cls: 3.4242, loss: 3.4242, grad_norm: 0.9765 2020-07-23 04:02:01,707 - mmaction - INFO - Epoch [51][940/940] lr: 5.453e-01, eta: 2 days, 3:58:20, time: 0.626, data_time: 0.003, memory: 9444, top1_acc: 0.2571, top5_acc: 0.5140, loss_cls: 3.4599, loss: 3.4599, grad_norm: 1.0016 2020-07-23 04:04:26,235 - mmaction - INFO - Epoch [52][20/940] lr: 5.431e-01, eta: 2 days, 4:05:51, time: 6.830, data_time: 6.073, memory: 9444, top1_acc: 0.2660, top5_acc: 0.5018, loss_cls: 3.4547, loss: 3.4547, grad_norm: 1.0100 2020-07-23 04:04:41,584 - mmaction - INFO - Epoch [52][40/940] lr: 5.431e-01, eta: 2 days, 4:05:15, time: 0.765, data_time: 0.002, memory: 9444, top1_acc: 0.2697, top5_acc: 0.5068, loss_cls: 3.4753, loss: 3.4753, grad_norm: 0.9654 2020-07-23 04:04:55,431 - mmaction - INFO - Epoch [52][60/940] lr: 5.431e-01, eta: 2 days, 4:04:33, time: 0.695, data_time: 0.005, memory: 9444, top1_acc: 0.2582, top5_acc: 0.5109, loss_cls: 3.4494, loss: 3.4494, grad_norm: 0.9899 2020-07-23 04:05:09,809 - mmaction - INFO - Epoch [52][80/940] lr: 5.431e-01, eta: 2 days, 4:03:53, time: 0.719, data_time: 0.002, memory: 9444, top1_acc: 0.2557, top5_acc: 0.5117, loss_cls: 3.4429, loss: 3.4429, grad_norm: 0.9930 2020-07-23 04:05:23,530 - mmaction - INFO - Epoch [52][100/940] lr: 5.431e-01, eta: 2 days, 4:03:11, time: 0.685, data_time: 0.002, memory: 9444, top1_acc: 0.2635, top5_acc: 0.5186, loss_cls: 3.4457, loss: 3.4457, grad_norm: 1.0024 2020-07-23 04:05:36,389 - mmaction - INFO - Epoch [52][120/940] lr: 5.431e-01, eta: 2 days, 4:02:25, time: 0.643, data_time: 0.002, memory: 9444, top1_acc: 0.2619, top5_acc: 0.5020, loss_cls: 3.4971, loss: 3.4971, grad_norm: 0.9737 2020-07-23 04:05:51,215 - mmaction - INFO - Epoch [52][140/940] lr: 5.431e-01, eta: 2 days, 4:01:47, time: 0.741, data_time: 0.003, memory: 9444, top1_acc: 0.2613, top5_acc: 0.5068, loss_cls: 3.4598, loss: 3.4598, grad_norm: 0.9969 2020-07-23 04:06:04,178 - mmaction - INFO - Epoch [52][160/940] lr: 5.431e-01, eta: 2 days, 4:01:02, time: 0.649, data_time: 0.003, memory: 9444, top1_acc: 0.2656, top5_acc: 0.5150, loss_cls: 3.4304, loss: 3.4304, grad_norm: 0.9799 2020-07-23 04:06:18,857 - mmaction - INFO - Epoch [52][180/940] lr: 5.431e-01, eta: 2 days, 4:00:23, time: 0.734, data_time: 0.002, memory: 9444, top1_acc: 0.2539, top5_acc: 0.4955, loss_cls: 3.5188, loss: 3.5188, grad_norm: 0.9775 2020-07-23 04:06:32,752 - mmaction - INFO - Epoch [52][200/940] lr: 5.431e-01, eta: 2 days, 3:59:41, time: 0.695, data_time: 0.003, memory: 9444, top1_acc: 0.2566, top5_acc: 0.5045, loss_cls: 3.4987, loss: 3.4987, grad_norm: 0.9868 2020-07-23 04:06:45,905 - mmaction - INFO - Epoch [52][220/940] lr: 5.431e-01, eta: 2 days, 3:58:57, time: 0.658, data_time: 0.003, memory: 9444, top1_acc: 0.2559, top5_acc: 0.5080, loss_cls: 3.4864, loss: 3.4864, grad_norm: 0.9928 2020-07-23 04:06:59,549 - mmaction - INFO - Epoch [52][240/940] lr: 5.431e-01, eta: 2 days, 3:58:14, time: 0.682, data_time: 0.002, memory: 9444, top1_acc: 0.2572, top5_acc: 0.5035, loss_cls: 3.4777, loss: 3.4777, grad_norm: 0.9684 2020-07-23 04:07:13,999 - mmaction - INFO - Epoch [52][260/940] lr: 5.431e-01, eta: 2 days, 3:57:35, time: 0.723, data_time: 0.003, memory: 9444, top1_acc: 0.2564, top5_acc: 0.5049, loss_cls: 3.4949, loss: 3.4949, grad_norm: 0.9936 2020-07-23 04:07:27,406 - mmaction - INFO - Epoch [52][280/940] lr: 5.431e-01, eta: 2 days, 3:56:51, time: 0.670, data_time: 0.003, memory: 9444, top1_acc: 0.2576, top5_acc: 0.5018, loss_cls: 3.4721, loss: 3.4721, grad_norm: 0.9860 2020-07-23 04:07:41,582 - mmaction - INFO - Epoch [52][300/940] lr: 5.431e-01, eta: 2 days, 3:56:11, time: 0.709, data_time: 0.003, memory: 9444, top1_acc: 0.2553, top5_acc: 0.4928, loss_cls: 3.5048, loss: 3.5048, grad_norm: 0.9846 2020-07-23 04:07:54,486 - mmaction - INFO - Epoch [52][320/940] lr: 5.431e-01, eta: 2 days, 3:55:25, time: 0.644, data_time: 0.003, memory: 9444, top1_acc: 0.2670, top5_acc: 0.5203, loss_cls: 3.4255, loss: 3.4255, grad_norm: 0.9991 2020-07-23 04:08:08,492 - mmaction - INFO - Epoch [52][340/940] lr: 5.431e-01, eta: 2 days, 3:54:44, time: 0.701, data_time: 0.003, memory: 9444, top1_acc: 0.2609, top5_acc: 0.5062, loss_cls: 3.4503, loss: 3.4503, grad_norm: 0.9658 2020-07-23 04:08:23,403 - mmaction - INFO - Epoch [52][360/940] lr: 5.431e-01, eta: 2 days, 3:54:07, time: 0.746, data_time: 0.003, memory: 9444, top1_acc: 0.2764, top5_acc: 0.5184, loss_cls: 3.4210, loss: 3.4210, grad_norm: 0.9854 2020-07-23 04:08:36,403 - mmaction - INFO - Epoch [52][380/940] lr: 5.431e-01, eta: 2 days, 3:53:22, time: 0.649, data_time: 0.002, memory: 9444, top1_acc: 0.2404, top5_acc: 0.4928, loss_cls: 3.5173, loss: 3.5173, grad_norm: 0.9825 2020-07-23 04:08:52,042 - mmaction - INFO - Epoch [52][400/940] lr: 5.431e-01, eta: 2 days, 3:52:47, time: 0.782, data_time: 0.008, memory: 9444, top1_acc: 0.2531, top5_acc: 0.5096, loss_cls: 3.4543, loss: 3.4543, grad_norm: 0.9883 2020-07-23 04:09:06,296 - mmaction - INFO - Epoch [52][420/940] lr: 5.431e-01, eta: 2 days, 3:52:07, time: 0.713, data_time: 0.004, memory: 9444, top1_acc: 0.2531, top5_acc: 0.5080, loss_cls: 3.4581, loss: 3.4581, grad_norm: 1.0020 2020-07-23 04:09:20,355 - mmaction - INFO - Epoch [52][440/940] lr: 5.431e-01, eta: 2 days, 3:51:27, time: 0.703, data_time: 0.012, memory: 9444, top1_acc: 0.2559, top5_acc: 0.5176, loss_cls: 3.4250, loss: 3.4250, grad_norm: 1.0101 2020-07-23 04:09:34,605 - mmaction - INFO - Epoch [52][460/940] lr: 5.431e-01, eta: 2 days, 3:50:47, time: 0.711, data_time: 0.002, memory: 9444, top1_acc: 0.2512, top5_acc: 0.4994, loss_cls: 3.4976, loss: 3.4976, grad_norm: 0.9748 2020-07-23 04:09:49,027 - mmaction - INFO - Epoch [52][480/940] lr: 5.431e-01, eta: 2 days, 3:50:07, time: 0.723, data_time: 0.003, memory: 9444, top1_acc: 0.2535, top5_acc: 0.5070, loss_cls: 3.4824, loss: 3.4824, grad_norm: 0.9820 2020-07-23 04:10:01,980 - mmaction - INFO - Epoch [52][500/940] lr: 5.431e-01, eta: 2 days, 3:49:22, time: 0.648, data_time: 0.002, memory: 9444, top1_acc: 0.2613, top5_acc: 0.4988, loss_cls: 3.4667, loss: 3.4667, grad_norm: 1.0033 2020-07-23 04:10:15,784 - mmaction - INFO - Epoch [52][520/940] lr: 5.431e-01, eta: 2 days, 3:48:41, time: 0.689, data_time: 0.002, memory: 9444, top1_acc: 0.2510, top5_acc: 0.4910, loss_cls: 3.5340, loss: 3.5340, grad_norm: 0.9826 2020-07-23 04:10:29,730 - mmaction - INFO - Epoch [52][540/940] lr: 5.431e-01, eta: 2 days, 3:48:00, time: 0.697, data_time: 0.003, memory: 9444, top1_acc: 0.2520, top5_acc: 0.4953, loss_cls: 3.5115, loss: 3.5115, grad_norm: 0.9731 2020-07-23 04:10:42,736 - mmaction - INFO - Epoch [52][560/940] lr: 5.431e-01, eta: 2 days, 3:47:15, time: 0.651, data_time: 0.002, memory: 9444, top1_acc: 0.2643, top5_acc: 0.5047, loss_cls: 3.4699, loss: 3.4699, grad_norm: 0.9883 2020-07-23 04:10:57,253 - mmaction - INFO - Epoch [52][580/940] lr: 5.431e-01, eta: 2 days, 3:46:36, time: 0.724, data_time: 0.003, memory: 9444, top1_acc: 0.2592, top5_acc: 0.5006, loss_cls: 3.5003, loss: 3.5003, grad_norm: 0.9825 2020-07-23 04:11:10,544 - mmaction - INFO - Epoch [52][600/940] lr: 5.431e-01, eta: 2 days, 3:45:52, time: 0.655, data_time: 0.005, memory: 9444, top1_acc: 0.2666, top5_acc: 0.5139, loss_cls: 3.4668, loss: 3.4668, grad_norm: 0.9848 2020-07-23 04:11:24,966 - mmaction - INFO - Epoch [52][620/940] lr: 5.431e-01, eta: 2 days, 3:45:13, time: 0.732, data_time: 0.013, memory: 9444, top1_acc: 0.2721, top5_acc: 0.5229, loss_cls: 3.4372, loss: 3.4372, grad_norm: 1.0009 2020-07-23 04:11:38,823 - mmaction - INFO - Epoch [52][640/940] lr: 5.431e-01, eta: 2 days, 3:44:32, time: 0.692, data_time: 0.003, memory: 9444, top1_acc: 0.2686, top5_acc: 0.5148, loss_cls: 3.4403, loss: 3.4403, grad_norm: 0.9790 2020-07-23 04:11:52,417 - mmaction - INFO - Epoch [52][660/940] lr: 5.431e-01, eta: 2 days, 3:43:50, time: 0.681, data_time: 0.004, memory: 9444, top1_acc: 0.2520, top5_acc: 0.5064, loss_cls: 3.4696, loss: 3.4696, grad_norm: 0.9905 2020-07-23 04:12:06,169 - mmaction - INFO - Epoch [52][680/940] lr: 5.431e-01, eta: 2 days, 3:43:08, time: 0.688, data_time: 0.002, memory: 9444, top1_acc: 0.2625, top5_acc: 0.5055, loss_cls: 3.4604, loss: 3.4604, grad_norm: 0.9809 2020-07-23 04:12:20,247 - mmaction - INFO - Epoch [52][700/940] lr: 5.431e-01, eta: 2 days, 3:42:28, time: 0.702, data_time: 0.003, memory: 9444, top1_acc: 0.2715, top5_acc: 0.5154, loss_cls: 3.4123, loss: 3.4123, grad_norm: 1.0025 2020-07-23 04:12:33,156 - mmaction - INFO - Epoch [52][720/940] lr: 5.431e-01, eta: 2 days, 3:41:43, time: 0.648, data_time: 0.005, memory: 9444, top1_acc: 0.2600, top5_acc: 0.5100, loss_cls: 3.4766, loss: 3.4766, grad_norm: 0.9864 2020-07-23 04:12:47,059 - mmaction - INFO - Epoch [52][740/940] lr: 5.431e-01, eta: 2 days, 3:41:02, time: 0.696, data_time: 0.003, memory: 9444, top1_acc: 0.2693, top5_acc: 0.5143, loss_cls: 3.4570, loss: 3.4570, grad_norm: 0.9668 2020-07-23 04:13:01,326 - mmaction - INFO - Epoch [52][760/940] lr: 5.431e-01, eta: 2 days, 3:40:22, time: 0.713, data_time: 0.002, memory: 9444, top1_acc: 0.2506, top5_acc: 0.4947, loss_cls: 3.5288, loss: 3.5288, grad_norm: 0.9808 2020-07-23 04:13:15,235 - mmaction - INFO - Epoch [52][780/940] lr: 5.431e-01, eta: 2 days, 3:39:41, time: 0.695, data_time: 0.003, memory: 9444, top1_acc: 0.2639, top5_acc: 0.5096, loss_cls: 3.4769, loss: 3.4769, grad_norm: 0.9891 2020-07-23 04:13:28,850 - mmaction - INFO - Epoch [52][800/940] lr: 5.431e-01, eta: 2 days, 3:38:59, time: 0.680, data_time: 0.003, memory: 9444, top1_acc: 0.2590, top5_acc: 0.5111, loss_cls: 3.4459, loss: 3.4459, grad_norm: 0.9539 2020-07-23 04:13:42,626 - mmaction - INFO - Epoch [52][820/940] lr: 5.431e-01, eta: 2 days, 3:38:18, time: 0.688, data_time: 0.003, memory: 9444, top1_acc: 0.2562, top5_acc: 0.5061, loss_cls: 3.4868, loss: 3.4868, grad_norm: 0.9876 2020-07-23 04:13:55,936 - mmaction - INFO - Epoch [52][840/940] lr: 5.431e-01, eta: 2 days, 3:37:34, time: 0.667, data_time: 0.004, memory: 9444, top1_acc: 0.2553, top5_acc: 0.4984, loss_cls: 3.4929, loss: 3.4929, grad_norm: 0.9959 2020-07-23 04:14:10,084 - mmaction - INFO - Epoch [52][860/940] lr: 5.431e-01, eta: 2 days, 3:36:54, time: 0.706, data_time: 0.002, memory: 9444, top1_acc: 0.2418, top5_acc: 0.4955, loss_cls: 3.5335, loss: 3.5335, grad_norm: 0.9760 2020-07-23 04:14:24,603 - mmaction - INFO - Epoch [52][880/940] lr: 5.431e-01, eta: 2 days, 3:36:16, time: 0.726, data_time: 0.003, memory: 9444, top1_acc: 0.2602, top5_acc: 0.5039, loss_cls: 3.4870, loss: 3.4870, grad_norm: 0.9758 2020-07-23 04:14:37,592 - mmaction - INFO - Epoch [52][900/940] lr: 5.431e-01, eta: 2 days, 3:35:32, time: 0.650, data_time: 0.003, memory: 9444, top1_acc: 0.2574, top5_acc: 0.5043, loss_cls: 3.4709, loss: 3.4709, grad_norm: 0.9709 2020-07-23 04:14:53,565 - mmaction - INFO - Epoch [52][920/940] lr: 5.431e-01, eta: 2 days, 3:34:59, time: 0.799, data_time: 0.011, memory: 9444, top1_acc: 0.2516, top5_acc: 0.4963, loss_cls: 3.5166, loss: 3.5166, grad_norm: 1.0020 2020-07-23 04:15:05,879 - mmaction - INFO - Epoch [52][940/940] lr: 5.431e-01, eta: 2 days, 3:34:12, time: 0.616, data_time: 0.003, memory: 9444, top1_acc: 0.2573, top5_acc: 0.5014, loss_cls: 3.4988, loss: 3.4988, grad_norm: 0.9968 2020-07-23 04:15:12,117 - mmaction - INFO - Saving checkpoint at 52 epochs 2020-07-23 04:17:40,808 - mmaction - INFO - Epoch [53][20/940] lr: 5.410e-01, eta: 2 days, 3:42:18, time: 7.409, data_time: 6.518, memory: 9444, top1_acc: 0.2496, top5_acc: 0.5100, loss_cls: 3.4871, loss: 3.4871, grad_norm: 0.9929 2020-07-23 04:17:54,229 - mmaction - INFO - Epoch [53][40/940] lr: 5.410e-01, eta: 2 days, 3:41:35, time: 0.668, data_time: 0.004, memory: 9444, top1_acc: 0.2709, top5_acc: 0.5158, loss_cls: 3.4442, loss: 3.4442, grad_norm: 0.9689 2020-07-23 04:18:09,060 - mmaction - INFO - Epoch [53][60/940] lr: 5.410e-01, eta: 2 days, 3:40:58, time: 0.746, data_time: 0.008, memory: 9444, top1_acc: 0.2703, top5_acc: 0.5193, loss_cls: 3.4288, loss: 3.4288, grad_norm: 0.9949 2020-07-23 04:18:23,702 - mmaction - INFO - Epoch [53][80/940] lr: 5.410e-01, eta: 2 days, 3:40:20, time: 0.733, data_time: 0.004, memory: 9444, top1_acc: 0.2584, top5_acc: 0.5082, loss_cls: 3.4391, loss: 3.4391, grad_norm: 1.0011 2020-07-23 04:18:36,991 - mmaction - INFO - Epoch [53][100/940] lr: 5.410e-01, eta: 2 days, 3:39:36, time: 0.665, data_time: 0.002, memory: 9444, top1_acc: 0.2586, top5_acc: 0.5078, loss_cls: 3.4810, loss: 3.4810, grad_norm: 0.9810 2020-07-23 04:18:50,520 - mmaction - INFO - Epoch [53][120/940] lr: 5.410e-01, eta: 2 days, 3:38:54, time: 0.676, data_time: 0.002, memory: 9444, top1_acc: 0.2555, top5_acc: 0.5021, loss_cls: 3.4999, loss: 3.4999, grad_norm: 0.9760 2020-07-23 04:19:05,265 - mmaction - INFO - Epoch [53][140/940] lr: 5.410e-01, eta: 2 days, 3:38:16, time: 0.736, data_time: 0.002, memory: 9444, top1_acc: 0.2695, top5_acc: 0.5133, loss_cls: 3.4271, loss: 3.4271, grad_norm: 0.9873 2020-07-23 04:19:19,214 - mmaction - INFO - Epoch [53][160/940] lr: 5.410e-01, eta: 2 days, 3:37:35, time: 0.698, data_time: 0.004, memory: 9444, top1_acc: 0.2609, top5_acc: 0.5164, loss_cls: 3.4262, loss: 3.4262, grad_norm: 0.9956 2020-07-23 04:19:33,166 - mmaction - INFO - Epoch [53][180/940] lr: 5.410e-01, eta: 2 days, 3:36:55, time: 0.698, data_time: 0.003, memory: 9444, top1_acc: 0.2635, top5_acc: 0.5072, loss_cls: 3.4754, loss: 3.4754, grad_norm: 0.9956 2020-07-23 04:19:47,070 - mmaction - INFO - Epoch [53][200/940] lr: 5.410e-01, eta: 2 days, 3:36:14, time: 0.695, data_time: 0.003, memory: 9444, top1_acc: 0.2559, top5_acc: 0.5008, loss_cls: 3.5030, loss: 3.5030, grad_norm: 0.9789 2020-07-23 04:20:00,822 - mmaction - INFO - Epoch [53][220/940] lr: 5.410e-01, eta: 2 days, 3:35:33, time: 0.688, data_time: 0.003, memory: 9444, top1_acc: 0.2564, top5_acc: 0.5012, loss_cls: 3.4855, loss: 3.4855, grad_norm: 0.9857 2020-07-23 04:20:15,484 - mmaction - INFO - Epoch [53][240/940] lr: 5.410e-01, eta: 2 days, 3:34:55, time: 0.734, data_time: 0.002, memory: 9444, top1_acc: 0.2635, top5_acc: 0.5064, loss_cls: 3.4725, loss: 3.4725, grad_norm: 0.9557 2020-07-23 04:20:29,180 - mmaction - INFO - Epoch [53][260/940] lr: 5.410e-01, eta: 2 days, 3:34:13, time: 0.684, data_time: 0.002, memory: 9444, top1_acc: 0.2705, top5_acc: 0.5154, loss_cls: 3.4211, loss: 3.4211, grad_norm: 0.9843 2020-07-23 04:20:42,972 - mmaction - INFO - Epoch [53][280/940] lr: 5.410e-01, eta: 2 days, 3:33:32, time: 0.690, data_time: 0.004, memory: 9444, top1_acc: 0.2684, top5_acc: 0.5213, loss_cls: 3.4033, loss: 3.4033, grad_norm: 0.9967 2020-07-23 04:20:56,138 - mmaction - INFO - Epoch [53][300/940] lr: 5.410e-01, eta: 2 days, 3:32:48, time: 0.657, data_time: 0.002, memory: 9444, top1_acc: 0.2719, top5_acc: 0.5119, loss_cls: 3.4298, loss: 3.4298, grad_norm: 0.9927 2020-07-23 04:21:10,694 - mmaction - INFO - Epoch [53][320/940] lr: 5.410e-01, eta: 2 days, 3:32:10, time: 0.727, data_time: 0.003, memory: 9444, top1_acc: 0.2783, top5_acc: 0.5145, loss_cls: 3.4241, loss: 3.4241, grad_norm: 0.9953 2020-07-23 04:21:23,539 - mmaction - INFO - Epoch [53][340/940] lr: 5.410e-01, eta: 2 days, 3:31:25, time: 0.644, data_time: 0.004, memory: 9444, top1_acc: 0.2574, top5_acc: 0.4969, loss_cls: 3.4903, loss: 3.4903, grad_norm: 0.9987 2020-07-23 04:21:38,181 - mmaction - INFO - Epoch [53][360/940] lr: 5.410e-01, eta: 2 days, 3:30:48, time: 0.731, data_time: 0.002, memory: 9444, top1_acc: 0.2674, top5_acc: 0.5133, loss_cls: 3.4461, loss: 3.4461, grad_norm: 1.0055 2020-07-23 04:21:53,404 - mmaction - INFO - Epoch [53][380/940] lr: 5.410e-01, eta: 2 days, 3:30:12, time: 0.761, data_time: 0.002, memory: 9444, top1_acc: 0.2611, top5_acc: 0.4977, loss_cls: 3.4938, loss: 3.4938, grad_norm: 1.0065 2020-07-23 04:22:06,376 - mmaction - INFO - Epoch [53][400/940] lr: 5.410e-01, eta: 2 days, 3:29:28, time: 0.650, data_time: 0.003, memory: 9444, top1_acc: 0.2668, top5_acc: 0.5076, loss_cls: 3.4715, loss: 3.4715, grad_norm: 0.9689 2020-07-23 04:22:20,333 - mmaction - INFO - Epoch [53][420/940] lr: 5.410e-01, eta: 2 days, 3:28:47, time: 0.697, data_time: 0.002, memory: 9444, top1_acc: 0.2641, top5_acc: 0.5078, loss_cls: 3.4581, loss: 3.4581, grad_norm: 1.0049 2020-07-23 04:22:33,371 - mmaction - INFO - Epoch [53][440/940] lr: 5.410e-01, eta: 2 days, 3:28:03, time: 0.652, data_time: 0.004, memory: 9444, top1_acc: 0.2645, top5_acc: 0.5129, loss_cls: 3.4574, loss: 3.4574, grad_norm: 0.9848 2020-07-23 04:22:47,040 - mmaction - INFO - Epoch [53][460/940] lr: 5.410e-01, eta: 2 days, 3:27:22, time: 0.682, data_time: 0.002, memory: 9444, top1_acc: 0.2604, top5_acc: 0.4996, loss_cls: 3.5058, loss: 3.5058, grad_norm: 0.9774 2020-07-23 04:23:00,381 - mmaction - INFO - Epoch [53][480/940] lr: 5.410e-01, eta: 2 days, 3:26:39, time: 0.667, data_time: 0.004, memory: 9444, top1_acc: 0.2684, top5_acc: 0.5137, loss_cls: 3.4334, loss: 3.4334, grad_norm: 0.9889 2020-07-23 04:23:14,236 - mmaction - INFO - Epoch [53][500/940] lr: 5.410e-01, eta: 2 days, 3:25:59, time: 0.693, data_time: 0.004, memory: 9444, top1_acc: 0.2715, top5_acc: 0.5057, loss_cls: 3.4508, loss: 3.4508, grad_norm: 0.9729 2020-07-23 04:23:28,869 - mmaction - INFO - Epoch [53][520/940] lr: 5.410e-01, eta: 2 days, 3:25:21, time: 0.732, data_time: 0.004, memory: 9444, top1_acc: 0.2594, top5_acc: 0.5066, loss_cls: 3.4851, loss: 3.4851, grad_norm: 0.9833 2020-07-23 04:23:42,870 - mmaction - INFO - Epoch [53][540/940] lr: 5.410e-01, eta: 2 days, 3:24:41, time: 0.700, data_time: 0.003, memory: 9444, top1_acc: 0.2617, top5_acc: 0.4994, loss_cls: 3.4868, loss: 3.4868, grad_norm: 0.9853 2020-07-23 04:23:55,963 - mmaction - INFO - Epoch [53][560/940] lr: 5.410e-01, eta: 2 days, 3:23:57, time: 0.654, data_time: 0.003, memory: 9444, top1_acc: 0.2615, top5_acc: 0.5039, loss_cls: 3.4788, loss: 3.4788, grad_norm: 0.9695 2020-07-23 04:24:10,426 - mmaction - INFO - Epoch [53][580/940] lr: 5.410e-01, eta: 2 days, 3:23:19, time: 0.724, data_time: 0.003, memory: 9444, top1_acc: 0.2559, top5_acc: 0.4926, loss_cls: 3.5167, loss: 3.5167, grad_norm: 0.9869 2020-07-23 04:24:24,864 - mmaction - INFO - Epoch [53][600/940] lr: 5.410e-01, eta: 2 days, 3:22:41, time: 0.722, data_time: 0.002, memory: 9444, top1_acc: 0.2629, top5_acc: 0.5016, loss_cls: 3.4726, loss: 3.4726, grad_norm: 0.9693 2020-07-23 04:24:38,276 - mmaction - INFO - Epoch [53][620/940] lr: 5.410e-01, eta: 2 days, 3:21:58, time: 0.670, data_time: 0.003, memory: 9444, top1_acc: 0.2594, top5_acc: 0.5064, loss_cls: 3.4885, loss: 3.4885, grad_norm: 0.9841 2020-07-23 04:24:52,829 - mmaction - INFO - Epoch [53][640/940] lr: 5.410e-01, eta: 2 days, 3:21:20, time: 0.728, data_time: 0.003, memory: 9444, top1_acc: 0.2627, top5_acc: 0.5049, loss_cls: 3.4738, loss: 3.4738, grad_norm: 0.9878 2020-07-23 04:25:06,760 - mmaction - INFO - Epoch [53][660/940] lr: 5.410e-01, eta: 2 days, 3:20:40, time: 0.697, data_time: 0.003, memory: 9444, top1_acc: 0.2674, top5_acc: 0.5109, loss_cls: 3.4357, loss: 3.4357, grad_norm: 0.9865 2020-07-23 04:25:20,673 - mmaction - INFO - Epoch [53][680/940] lr: 5.410e-01, eta: 2 days, 3:20:00, time: 0.695, data_time: 0.002, memory: 9444, top1_acc: 0.2689, top5_acc: 0.5133, loss_cls: 3.4231, loss: 3.4231, grad_norm: 0.9780 2020-07-23 04:25:33,748 - mmaction - INFO - Epoch [53][700/940] lr: 5.410e-01, eta: 2 days, 3:19:16, time: 0.655, data_time: 0.003, memory: 9444, top1_acc: 0.2699, top5_acc: 0.5164, loss_cls: 3.4290, loss: 3.4290, grad_norm: 1.0087 2020-07-23 04:25:47,749 - mmaction - INFO - Epoch [53][720/940] lr: 5.410e-01, eta: 2 days, 3:18:36, time: 0.699, data_time: 0.002, memory: 9444, top1_acc: 0.2436, top5_acc: 0.4836, loss_cls: 3.5761, loss: 3.5761, grad_norm: 0.9818 2020-07-23 04:26:02,469 - mmaction - INFO - Epoch [53][740/940] lr: 5.410e-01, eta: 2 days, 3:17:59, time: 0.733, data_time: 0.003, memory: 9444, top1_acc: 0.2602, top5_acc: 0.5066, loss_cls: 3.4722, loss: 3.4722, grad_norm: 0.9729 2020-07-23 04:27:08,446 - mmaction - INFO - Epoch [53][760/940] lr: 5.410e-01, eta: 2 days, 3:20:39, time: 3.301, data_time: 0.185, memory: 9444, top1_acc: 0.2543, top5_acc: 0.5064, loss_cls: 3.4735, loss: 3.4735, grad_norm: 0.9924 2020-07-23 04:27:22,803 - mmaction - INFO - Epoch [53][780/940] lr: 5.410e-01, eta: 2 days, 3:20:01, time: 0.718, data_time: 0.004, memory: 9444, top1_acc: 0.2645, top5_acc: 0.5020, loss_cls: 3.4650, loss: 3.4650, grad_norm: 1.0110 2020-07-23 04:27:36,723 - mmaction - INFO - Epoch [53][800/940] lr: 5.410e-01, eta: 2 days, 3:19:21, time: 0.697, data_time: 0.003, memory: 9444, top1_acc: 0.2510, top5_acc: 0.4930, loss_cls: 3.5368, loss: 3.5368, grad_norm: 0.9847 2020-07-23 04:27:51,242 - mmaction - INFO - Epoch [53][820/940] lr: 5.410e-01, eta: 2 days, 3:18:43, time: 0.726, data_time: 0.018, memory: 9444, top1_acc: 0.2652, top5_acc: 0.5199, loss_cls: 3.4220, loss: 3.4220, grad_norm: 0.9967 2020-07-23 04:28:06,211 - mmaction - INFO - Epoch [53][840/940] lr: 5.410e-01, eta: 2 days, 3:18:07, time: 0.747, data_time: 0.003, memory: 9444, top1_acc: 0.2545, top5_acc: 0.4971, loss_cls: 3.5211, loss: 3.5211, grad_norm: 0.9805 2020-07-23 04:28:19,624 - mmaction - INFO - Epoch [53][860/940] lr: 5.410e-01, eta: 2 days, 3:17:25, time: 0.672, data_time: 0.003, memory: 9444, top1_acc: 0.2607, top5_acc: 0.5117, loss_cls: 3.4934, loss: 3.4934, grad_norm: 0.9775 2020-07-23 04:28:32,798 - mmaction - INFO - Epoch [53][880/940] lr: 5.410e-01, eta: 2 days, 3:16:41, time: 0.657, data_time: 0.002, memory: 9444, top1_acc: 0.2621, top5_acc: 0.5057, loss_cls: 3.4478, loss: 3.4478, grad_norm: 0.9978 2020-07-23 04:28:47,272 - mmaction - INFO - Epoch [53][900/940] lr: 5.410e-01, eta: 2 days, 3:16:03, time: 0.725, data_time: 0.003, memory: 9444, top1_acc: 0.2689, top5_acc: 0.5078, loss_cls: 3.4669, loss: 3.4669, grad_norm: 0.9703 2020-07-23 04:29:00,815 - mmaction - INFO - Epoch [53][920/940] lr: 5.410e-01, eta: 2 days, 3:15:22, time: 0.678, data_time: 0.002, memory: 9444, top1_acc: 0.2576, top5_acc: 0.5000, loss_cls: 3.5143, loss: 3.5143, grad_norm: 0.9957 2020-07-23 04:29:12,973 - mmaction - INFO - Epoch [53][940/940] lr: 5.410e-01, eta: 2 days, 3:14:35, time: 0.608, data_time: 0.002, memory: 9444, top1_acc: 0.2579, top5_acc: 0.5002, loss_cls: 3.5012, loss: 3.5012, grad_norm: 0.9850 2020-07-23 04:32:25,873 - mmaction - INFO - Epoch [54][20/940] lr: 5.388e-01, eta: 2 days, 3:24:53, time: 9.293, data_time: 7.721, memory: 9444, top1_acc: 0.2420, top5_acc: 0.4857, loss_cls: 3.5376, loss: 3.5376, grad_norm: 0.9900 2020-07-23 04:32:39,592 - mmaction - INFO - Epoch [54][40/940] lr: 5.388e-01, eta: 2 days, 3:24:12, time: 0.688, data_time: 0.006, memory: 9444, top1_acc: 0.2670, top5_acc: 0.5053, loss_cls: 3.4800, loss: 3.4800, grad_norm: 0.9790 2020-07-23 04:32:53,337 - mmaction - INFO - Epoch [54][60/940] lr: 5.388e-01, eta: 2 days, 3:23:31, time: 0.688, data_time: 0.004, memory: 9444, top1_acc: 0.2799, top5_acc: 0.5199, loss_cls: 3.4117, loss: 3.4117, grad_norm: 0.9811 2020-07-23 04:33:07,010 - mmaction - INFO - Epoch [54][80/940] lr: 5.388e-01, eta: 2 days, 3:22:50, time: 0.684, data_time: 0.002, memory: 9444, top1_acc: 0.2537, top5_acc: 0.5049, loss_cls: 3.4610, loss: 3.4610, grad_norm: 0.9925 2020-07-23 04:33:20,932 - mmaction - INFO - Epoch [54][100/940] lr: 5.388e-01, eta: 2 days, 3:22:10, time: 0.697, data_time: 0.003, memory: 9444, top1_acc: 0.2609, top5_acc: 0.4961, loss_cls: 3.5251, loss: 3.5251, grad_norm: 0.9665 2020-07-23 04:33:34,820 - mmaction - INFO - Epoch [54][120/940] lr: 5.388e-01, eta: 2 days, 3:21:29, time: 0.694, data_time: 0.002, memory: 9444, top1_acc: 0.2592, top5_acc: 0.5094, loss_cls: 3.4750, loss: 3.4750, grad_norm: 0.9882 2020-07-23 04:33:48,430 - mmaction - INFO - Epoch [54][140/940] lr: 5.388e-01, eta: 2 days, 3:20:48, time: 0.679, data_time: 0.002, memory: 9444, top1_acc: 0.2613, top5_acc: 0.5004, loss_cls: 3.4671, loss: 3.4671, grad_norm: 0.9907 2020-07-23 04:34:02,167 - mmaction - INFO - Epoch [54][160/940] lr: 5.388e-01, eta: 2 days, 3:20:07, time: 0.688, data_time: 0.003, memory: 9444, top1_acc: 0.2590, top5_acc: 0.5006, loss_cls: 3.4730, loss: 3.4730, grad_norm: 0.9775 2020-07-23 04:34:15,869 - mmaction - INFO - Epoch [54][180/940] lr: 5.388e-01, eta: 2 days, 3:19:26, time: 0.686, data_time: 0.003, memory: 9444, top1_acc: 0.2725, top5_acc: 0.5072, loss_cls: 3.4366, loss: 3.4366, grad_norm: 0.9829 2020-07-23 04:34:30,405 - mmaction - INFO - Epoch [54][200/940] lr: 5.388e-01, eta: 2 days, 3:18:48, time: 0.727, data_time: 0.003, memory: 9444, top1_acc: 0.2641, top5_acc: 0.5047, loss_cls: 3.4733, loss: 3.4733, grad_norm: 0.9876 2020-07-23 04:34:44,719 - mmaction - INFO - Epoch [54][220/940] lr: 5.388e-01, eta: 2 days, 3:18:09, time: 0.715, data_time: 0.002, memory: 9444, top1_acc: 0.2756, top5_acc: 0.5209, loss_cls: 3.3845, loss: 3.3845, grad_norm: 0.9878 2020-07-23 04:34:59,143 - mmaction - INFO - Epoch [54][240/940] lr: 5.388e-01, eta: 2 days, 3:17:31, time: 0.722, data_time: 0.003, memory: 9444, top1_acc: 0.2604, top5_acc: 0.5070, loss_cls: 3.4723, loss: 3.4723, grad_norm: 0.9959 2020-07-23 04:35:12,203 - mmaction - INFO - Epoch [54][260/940] lr: 5.388e-01, eta: 2 days, 3:16:48, time: 0.652, data_time: 0.003, memory: 9444, top1_acc: 0.2670, top5_acc: 0.5049, loss_cls: 3.4353, loss: 3.4353, grad_norm: 0.9707 2020-07-23 04:35:26,774 - mmaction - INFO - Epoch [54][280/940] lr: 5.388e-01, eta: 2 days, 3:16:10, time: 0.729, data_time: 0.006, memory: 9444, top1_acc: 0.2699, top5_acc: 0.5189, loss_cls: 3.4252, loss: 3.4252, grad_norm: 0.9928 2020-07-23 04:35:40,406 - mmaction - INFO - Epoch [54][300/940] lr: 5.388e-01, eta: 2 days, 3:15:29, time: 0.681, data_time: 0.004, memory: 9444, top1_acc: 0.2639, top5_acc: 0.5078, loss_cls: 3.4613, loss: 3.4613, grad_norm: 0.9807 2020-07-23 04:35:54,161 - mmaction - INFO - Epoch [54][320/940] lr: 5.388e-01, eta: 2 days, 3:14:48, time: 0.688, data_time: 0.003, memory: 9444, top1_acc: 0.2682, top5_acc: 0.5150, loss_cls: 3.4316, loss: 3.4316, grad_norm: 0.9905 2020-07-23 04:36:33,940 - mmaction - INFO - Epoch [54][340/940] lr: 5.388e-01, eta: 2 days, 3:15:46, time: 1.987, data_time: 0.318, memory: 9444, top1_acc: 0.2590, top5_acc: 0.5010, loss_cls: 3.4897, loss: 3.4897, grad_norm: 0.9856 2020-07-23 04:37:13,520 - mmaction - INFO - Epoch [54][360/940] lr: 5.388e-01, eta: 2 days, 3:16:43, time: 1.978, data_time: 0.077, memory: 9444, top1_acc: 0.2633, top5_acc: 0.5082, loss_cls: 3.4690, loss: 3.4690, grad_norm: 0.9926 2020-07-23 04:37:27,209 - mmaction - INFO - Epoch [54][380/940] lr: 5.388e-01, eta: 2 days, 3:16:03, time: 0.688, data_time: 0.006, memory: 9444, top1_acc: 0.2711, top5_acc: 0.5238, loss_cls: 3.4138, loss: 3.4138, grad_norm: 0.9903 2020-07-23 04:37:41,242 - mmaction - INFO - Epoch [54][400/940] lr: 5.388e-01, eta: 2 days, 3:15:23, time: 0.701, data_time: 0.010, memory: 9444, top1_acc: 0.2609, top5_acc: 0.5055, loss_cls: 3.4564, loss: 3.4564, grad_norm: 0.9789 2020-07-23 04:37:55,410 - mmaction - INFO - Epoch [54][420/940] lr: 5.388e-01, eta: 2 days, 3:14:44, time: 0.709, data_time: 0.003, memory: 9444, top1_acc: 0.2549, top5_acc: 0.4963, loss_cls: 3.5110, loss: 3.5110, grad_norm: 0.9509 2020-07-23 04:38:36,282 - mmaction - INFO - Epoch [54][440/940] lr: 5.388e-01, eta: 2 days, 3:15:46, time: 2.042, data_time: 0.023, memory: 9444, top1_acc: 0.2678, top5_acc: 0.5141, loss_cls: 3.4749, loss: 3.4749, grad_norm: 0.9837 2020-07-23 04:39:13,793 - mmaction - INFO - Epoch [54][460/940] lr: 5.388e-01, eta: 2 days, 3:16:35, time: 1.876, data_time: 0.055, memory: 9444, top1_acc: 0.2619, top5_acc: 0.5127, loss_cls: 3.4283, loss: 3.4283, grad_norm: 0.9906 2020-07-23 04:39:27,820 - mmaction - INFO - Epoch [54][480/940] lr: 5.388e-01, eta: 2 days, 3:15:55, time: 0.702, data_time: 0.006, memory: 9444, top1_acc: 0.2625, top5_acc: 0.5090, loss_cls: 3.4560, loss: 3.4560, grad_norm: 1.0045 2020-07-23 04:40:39,802 - mmaction - INFO - Epoch [54][500/940] lr: 5.388e-01, eta: 2 days, 3:18:55, time: 3.597, data_time: 0.003, memory: 9444, top1_acc: 0.2783, top5_acc: 0.5281, loss_cls: 3.3923, loss: 3.3923, grad_norm: 0.9910 2020-07-23 04:41:15,457 - mmaction - INFO - Epoch [54][520/940] lr: 5.388e-01, eta: 2 days, 3:19:37, time: 1.785, data_time: 0.034, memory: 9444, top1_acc: 0.2572, top5_acc: 0.5072, loss_cls: 3.4881, loss: 3.4881, grad_norm: 1.0005 2020-07-23 04:41:29,653 - mmaction - INFO - Epoch [54][540/940] lr: 5.388e-01, eta: 2 days, 3:18:58, time: 0.710, data_time: 0.003, memory: 9444, top1_acc: 0.2592, top5_acc: 0.4998, loss_cls: 3.4861, loss: 3.4861, grad_norm: 0.9762 2020-07-23 04:41:44,614 - mmaction - INFO - Epoch [54][560/940] lr: 5.388e-01, eta: 2 days, 3:18:21, time: 0.748, data_time: 0.003, memory: 9444, top1_acc: 0.2498, top5_acc: 0.4965, loss_cls: 3.5411, loss: 3.5411, grad_norm: 1.0065 2020-07-23 04:41:58,286 - mmaction - INFO - Epoch [54][580/940] lr: 5.388e-01, eta: 2 days, 3:17:40, time: 0.680, data_time: 0.003, memory: 9444, top1_acc: 0.2773, top5_acc: 0.5258, loss_cls: 3.4113, loss: 3.4113, grad_norm: 0.9946 2020-07-23 04:42:11,415 - mmaction - INFO - Epoch [54][600/940] lr: 5.388e-01, eta: 2 days, 3:16:57, time: 0.660, data_time: 0.006, memory: 9444, top1_acc: 0.2639, top5_acc: 0.5084, loss_cls: 3.4377, loss: 3.4377, grad_norm: 0.9775 2020-07-23 04:42:25,313 - mmaction - INFO - Epoch [54][620/940] lr: 5.388e-01, eta: 2 days, 3:16:17, time: 0.696, data_time: 0.002, memory: 9444, top1_acc: 0.2627, top5_acc: 0.5014, loss_cls: 3.4628, loss: 3.4628, grad_norm: 1.0080 2020-07-23 04:42:39,811 - mmaction - INFO - Epoch [54][640/940] lr: 5.388e-01, eta: 2 days, 3:15:39, time: 0.724, data_time: 0.001, memory: 9444, top1_acc: 0.2555, top5_acc: 0.4928, loss_cls: 3.5261, loss: 3.5261, grad_norm: 0.9942 2020-07-23 04:42:52,842 - mmaction - INFO - Epoch [54][660/940] lr: 5.388e-01, eta: 2 days, 3:14:56, time: 0.651, data_time: 0.002, memory: 9444, top1_acc: 0.2594, top5_acc: 0.5023, loss_cls: 3.4674, loss: 3.4674, grad_norm: 0.9826 2020-07-23 04:43:09,431 - mmaction - INFO - Epoch [54][680/940] lr: 5.388e-01, eta: 2 days, 3:14:25, time: 0.827, data_time: 0.002, memory: 9444, top1_acc: 0.2693, top5_acc: 0.5023, loss_cls: 3.4637, loss: 3.4637, grad_norm: 0.9826 2020-07-23 04:43:23,097 - mmaction - INFO - Epoch [54][700/940] lr: 5.388e-01, eta: 2 days, 3:13:45, time: 0.686, data_time: 0.005, memory: 9444, top1_acc: 0.2578, top5_acc: 0.4980, loss_cls: 3.5008, loss: 3.5008, grad_norm: 0.9975 2020-07-23 04:43:37,084 - mmaction - INFO - Epoch [54][720/940] lr: 5.388e-01, eta: 2 days, 3:13:05, time: 0.700, data_time: 0.003, memory: 9444, top1_acc: 0.2668, top5_acc: 0.5061, loss_cls: 3.4430, loss: 3.4430, grad_norm: 0.9871 2020-07-23 04:43:50,820 - mmaction - INFO - Epoch [54][740/940] lr: 5.388e-01, eta: 2 days, 3:12:24, time: 0.686, data_time: 0.003, memory: 9444, top1_acc: 0.2641, top5_acc: 0.5121, loss_cls: 3.4480, loss: 3.4480, grad_norm: 0.9867 2020-07-23 04:44:05,216 - mmaction - INFO - Epoch [54][760/940] lr: 5.388e-01, eta: 2 days, 3:11:46, time: 0.721, data_time: 0.002, memory: 9444, top1_acc: 0.2600, top5_acc: 0.5094, loss_cls: 3.5023, loss: 3.5023, grad_norm: 1.0025 2020-07-23 04:44:19,752 - mmaction - INFO - Epoch [54][780/940] lr: 5.388e-01, eta: 2 days, 3:11:08, time: 0.726, data_time: 0.002, memory: 9444, top1_acc: 0.2684, top5_acc: 0.5070, loss_cls: 3.4680, loss: 3.4680, grad_norm: 0.9827 2020-07-23 04:44:33,015 - mmaction - INFO - Epoch [54][800/940] lr: 5.388e-01, eta: 2 days, 3:10:26, time: 0.665, data_time: 0.004, memory: 9444, top1_acc: 0.2650, top5_acc: 0.5010, loss_cls: 3.4675, loss: 3.4675, grad_norm: 0.9997 2020-07-23 04:44:46,839 - mmaction - INFO - Epoch [54][820/940] lr: 5.388e-01, eta: 2 days, 3:09:46, time: 0.690, data_time: 0.002, memory: 9444, top1_acc: 0.2723, top5_acc: 0.5188, loss_cls: 3.4207, loss: 3.4207, grad_norm: 0.9853 2020-07-23 04:45:01,784 - mmaction - INFO - Epoch [54][840/940] lr: 5.388e-01, eta: 2 days, 3:09:10, time: 0.749, data_time: 0.003, memory: 9444, top1_acc: 0.2592, top5_acc: 0.5100, loss_cls: 3.4692, loss: 3.4692, grad_norm: 0.9758 2020-07-23 04:45:15,422 - mmaction - INFO - Epoch [54][860/940] lr: 5.388e-01, eta: 2 days, 3:08:29, time: 0.682, data_time: 0.002, memory: 9444, top1_acc: 0.2602, top5_acc: 0.5135, loss_cls: 3.4692, loss: 3.4692, grad_norm: 0.9802 2020-07-23 04:45:29,933 - mmaction - INFO - Epoch [54][880/940] lr: 5.388e-01, eta: 2 days, 3:07:51, time: 0.724, data_time: 0.002, memory: 9444, top1_acc: 0.2586, top5_acc: 0.4975, loss_cls: 3.5152, loss: 3.5152, grad_norm: 0.9883 2020-07-23 04:45:43,119 - mmaction - INFO - Epoch [54][900/940] lr: 5.388e-01, eta: 2 days, 3:07:08, time: 0.659, data_time: 0.003, memory: 9444, top1_acc: 0.2637, top5_acc: 0.5131, loss_cls: 3.4151, loss: 3.4151, grad_norm: 0.9915 2020-07-23 04:45:57,356 - mmaction - INFO - Epoch [54][920/940] lr: 5.388e-01, eta: 2 days, 3:06:30, time: 0.713, data_time: 0.003, memory: 9444, top1_acc: 0.2678, top5_acc: 0.5164, loss_cls: 3.4492, loss: 3.4492, grad_norm: 0.9941 2020-07-23 04:46:09,706 - mmaction - INFO - Epoch [54][940/940] lr: 5.388e-01, eta: 2 days, 3:05:44, time: 0.618, data_time: 0.003, memory: 9444, top1_acc: 0.2705, top5_acc: 0.5087, loss_cls: 3.4633, loss: 3.4633, grad_norm: 0.9972 2020-07-23 04:48:54,570 - mmaction - INFO - Epoch [55][20/940] lr: 5.365e-01, eta: 2 days, 3:14:02, time: 7.881, data_time: 6.661, memory: 9444, top1_acc: 0.2611, top5_acc: 0.5039, loss_cls: 3.4896, loss: 3.4896, grad_norm: 1.0037 2020-07-23 04:49:08,280 - mmaction - INFO - Epoch [55][40/940] lr: 5.365e-01, eta: 2 days, 3:13:21, time: 0.686, data_time: 0.004, memory: 9444, top1_acc: 0.2646, top5_acc: 0.5180, loss_cls: 3.4234, loss: 3.4234, grad_norm: 0.9953 2020-07-23 04:49:22,201 - mmaction - INFO - Epoch [55][60/940] lr: 5.365e-01, eta: 2 days, 3:12:40, time: 0.684, data_time: 0.004, memory: 9444, top1_acc: 0.2557, top5_acc: 0.5166, loss_cls: 3.4505, loss: 3.4505, grad_norm: 1.0005 2020-07-23 04:49:37,166 - mmaction - INFO - Epoch [55][80/940] lr: 5.365e-01, eta: 2 days, 3:12:05, time: 0.760, data_time: 0.026, memory: 9444, top1_acc: 0.2799, top5_acc: 0.5150, loss_cls: 3.4153, loss: 3.4153, grad_norm: 0.9785 2020-07-23 04:49:51,918 - mmaction - INFO - Epoch [55][100/940] lr: 5.365e-01, eta: 2 days, 3:11:28, time: 0.737, data_time: 0.016, memory: 9444, top1_acc: 0.2686, top5_acc: 0.5066, loss_cls: 3.4546, loss: 3.4546, grad_norm: 0.9813 2020-07-23 04:50:05,105 - mmaction - INFO - Epoch [55][120/940] lr: 5.365e-01, eta: 2 days, 3:10:45, time: 0.659, data_time: 0.005, memory: 9444, top1_acc: 0.2709, top5_acc: 0.5174, loss_cls: 3.4179, loss: 3.4179, grad_norm: 1.0021 2020-07-23 04:50:20,124 - mmaction - INFO - Epoch [55][140/940] lr: 5.365e-01, eta: 2 days, 3:10:10, time: 0.753, data_time: 0.004, memory: 9444, top1_acc: 0.2619, top5_acc: 0.5156, loss_cls: 3.4356, loss: 3.4356, grad_norm: 0.9794 2020-07-23 04:50:33,665 - mmaction - INFO - Epoch [55][160/940] lr: 5.365e-01, eta: 2 days, 3:09:28, time: 0.676, data_time: 0.002, memory: 9444, top1_acc: 0.2674, top5_acc: 0.5168, loss_cls: 3.4095, loss: 3.4095, grad_norm: 0.9822 2020-07-23 04:50:48,073 - mmaction - INFO - Epoch [55][180/940] lr: 5.365e-01, eta: 2 days, 3:08:50, time: 0.721, data_time: 0.003, memory: 9444, top1_acc: 0.2611, top5_acc: 0.4975, loss_cls: 3.4972, loss: 3.4972, grad_norm: 0.9997 2020-07-23 04:51:01,791 - mmaction - INFO - Epoch [55][200/940] lr: 5.365e-01, eta: 2 days, 3:08:10, time: 0.685, data_time: 0.002, memory: 9444, top1_acc: 0.2584, top5_acc: 0.5113, loss_cls: 3.4675, loss: 3.4675, grad_norm: 0.9701 2020-07-23 04:51:15,238 - mmaction - INFO - Epoch [55][220/940] lr: 5.365e-01, eta: 2 days, 3:07:28, time: 0.673, data_time: 0.003, memory: 9444, top1_acc: 0.2715, top5_acc: 0.5160, loss_cls: 3.4329, loss: 3.4329, grad_norm: 0.9766 2020-07-23 04:51:29,169 - mmaction - INFO - Epoch [55][240/940] lr: 5.365e-01, eta: 2 days, 3:06:48, time: 0.695, data_time: 0.002, memory: 9444, top1_acc: 0.2717, top5_acc: 0.5195, loss_cls: 3.3953, loss: 3.3953, grad_norm: 0.9919 2020-07-23 04:51:42,836 - mmaction - INFO - Epoch [55][260/940] lr: 5.365e-01, eta: 2 days, 3:06:07, time: 0.685, data_time: 0.004, memory: 9444, top1_acc: 0.2611, top5_acc: 0.5006, loss_cls: 3.4856, loss: 3.4856, grad_norm: 1.0094 2020-07-23 04:51:57,474 - mmaction - INFO - Epoch [55][280/940] lr: 5.365e-01, eta: 2 days, 3:05:30, time: 0.732, data_time: 0.003, memory: 9444, top1_acc: 0.2605, top5_acc: 0.5098, loss_cls: 3.4486, loss: 3.4486, grad_norm: 0.9843 2020-07-23 04:52:11,242 - mmaction - INFO - Epoch [55][300/940] lr: 5.365e-01, eta: 2 days, 3:04:50, time: 0.689, data_time: 0.002, memory: 9444, top1_acc: 0.2670, top5_acc: 0.5125, loss_cls: 3.4629, loss: 3.4629, grad_norm: 0.9965 2020-07-23 04:52:25,085 - mmaction - INFO - Epoch [55][320/940] lr: 5.365e-01, eta: 2 days, 3:04:10, time: 0.691, data_time: 0.003, memory: 9444, top1_acc: 0.2625, top5_acc: 0.5004, loss_cls: 3.4977, loss: 3.4977, grad_norm: 0.9874 2020-07-23 04:52:40,055 - mmaction - INFO - Epoch [55][340/940] lr: 5.365e-01, eta: 2 days, 3:03:34, time: 0.750, data_time: 0.004, memory: 9444, top1_acc: 0.2611, top5_acc: 0.5076, loss_cls: 3.4847, loss: 3.4847, grad_norm: 0.9757 2020-07-23 04:52:53,810 - mmaction - INFO - Epoch [55][360/940] lr: 5.365e-01, eta: 2 days, 3:02:54, time: 0.686, data_time: 0.002, memory: 9444, top1_acc: 0.2537, top5_acc: 0.5088, loss_cls: 3.4531, loss: 3.4531, grad_norm: 0.9966 2020-07-23 04:53:08,536 - mmaction - INFO - Epoch [55][380/940] lr: 5.365e-01, eta: 2 days, 3:02:17, time: 0.737, data_time: 0.003, memory: 9444, top1_acc: 0.2576, top5_acc: 0.5145, loss_cls: 3.4278, loss: 3.4278, grad_norm: 0.9922 2020-07-23 04:53:21,532 - mmaction - INFO - Epoch [55][400/940] lr: 5.365e-01, eta: 2 days, 3:01:34, time: 0.650, data_time: 0.003, memory: 9444, top1_acc: 0.2561, top5_acc: 0.5068, loss_cls: 3.4571, loss: 3.4571, grad_norm: 0.9891 2020-07-23 04:53:35,336 - mmaction - INFO - Epoch [55][420/940] lr: 5.365e-01, eta: 2 days, 3:00:54, time: 0.691, data_time: 0.002, memory: 9444, top1_acc: 0.2523, top5_acc: 0.4996, loss_cls: 3.4979, loss: 3.4979, grad_norm: 0.9843 2020-07-23 04:53:49,031 - mmaction - INFO - Epoch [55][440/940] lr: 5.365e-01, eta: 2 days, 3:00:14, time: 0.684, data_time: 0.002, memory: 9444, top1_acc: 0.2619, top5_acc: 0.5098, loss_cls: 3.4418, loss: 3.4418, grad_norm: 0.9809 2020-07-23 04:54:03,593 - mmaction - INFO - Epoch [55][460/940] lr: 5.365e-01, eta: 2 days, 2:59:36, time: 0.728, data_time: 0.003, memory: 9444, top1_acc: 0.2666, top5_acc: 0.5039, loss_cls: 3.4604, loss: 3.4604, grad_norm: 1.0129 2020-07-23 04:54:17,398 - mmaction - INFO - Epoch [55][480/940] lr: 5.365e-01, eta: 2 days, 2:58:56, time: 0.690, data_time: 0.003, memory: 9444, top1_acc: 0.2580, top5_acc: 0.5115, loss_cls: 3.4490, loss: 3.4490, grad_norm: 0.9999 2020-07-23 04:54:30,792 - mmaction - INFO - Epoch [55][500/940] lr: 5.365e-01, eta: 2 days, 2:58:15, time: 0.670, data_time: 0.003, memory: 9444, top1_acc: 0.2662, top5_acc: 0.5094, loss_cls: 3.4654, loss: 3.4654, grad_norm: 0.9735 2020-07-23 04:54:44,661 - mmaction - INFO - Epoch [55][520/940] lr: 5.365e-01, eta: 2 days, 2:57:35, time: 0.693, data_time: 0.002, memory: 9444, top1_acc: 0.2625, top5_acc: 0.5100, loss_cls: 3.4289, loss: 3.4289, grad_norm: 1.0035 2020-07-23 04:54:58,326 - mmaction - INFO - Epoch [55][540/940] lr: 5.365e-01, eta: 2 days, 2:56:55, time: 0.683, data_time: 0.003, memory: 9444, top1_acc: 0.2611, top5_acc: 0.5062, loss_cls: 3.4702, loss: 3.4702, grad_norm: 0.9963 2020-07-23 04:55:12,269 - mmaction - INFO - Epoch [55][560/940] lr: 5.365e-01, eta: 2 days, 2:56:15, time: 0.689, data_time: 0.002, memory: 9444, top1_acc: 0.2629, top5_acc: 0.4992, loss_cls: 3.4743, loss: 3.4743, grad_norm: 0.9966 2020-07-23 04:55:25,740 - mmaction - INFO - Epoch [55][580/940] lr: 5.365e-01, eta: 2 days, 2:55:34, time: 0.682, data_time: 0.010, memory: 9444, top1_acc: 0.2715, top5_acc: 0.5096, loss_cls: 3.4498, loss: 3.4498, grad_norm: 0.9805 2020-07-23 04:55:39,448 - mmaction - INFO - Epoch [55][600/940] lr: 5.365e-01, eta: 2 days, 2:54:54, time: 0.685, data_time: 0.003, memory: 9444, top1_acc: 0.2598, top5_acc: 0.5109, loss_cls: 3.4407, loss: 3.4407, grad_norm: 0.9812 2020-07-23 04:55:53,449 - mmaction - INFO - Epoch [55][620/940] lr: 5.365e-01, eta: 2 days, 2:54:15, time: 0.701, data_time: 0.002, memory: 9444, top1_acc: 0.2678, top5_acc: 0.5088, loss_cls: 3.4635, loss: 3.4635, grad_norm: 0.9846 2020-07-23 04:56:07,068 - mmaction - INFO - Epoch [55][640/940] lr: 5.365e-01, eta: 2 days, 2:53:34, time: 0.681, data_time: 0.018, memory: 9444, top1_acc: 0.2615, top5_acc: 0.5148, loss_cls: 3.4450, loss: 3.4450, grad_norm: 0.9979 2020-07-23 04:56:21,711 - mmaction - INFO - Epoch [55][660/940] lr: 5.365e-01, eta: 2 days, 2:52:58, time: 0.732, data_time: 0.003, memory: 9444, top1_acc: 0.2619, top5_acc: 0.4992, loss_cls: 3.5079, loss: 3.5079, grad_norm: 0.9711 2020-07-23 04:56:35,228 - mmaction - INFO - Epoch [55][680/940] lr: 5.365e-01, eta: 2 days, 2:52:17, time: 0.676, data_time: 0.003, memory: 9444, top1_acc: 0.2598, top5_acc: 0.5098, loss_cls: 3.4404, loss: 3.4404, grad_norm: 0.9802 2020-07-23 04:56:51,323 - mmaction - INFO - Epoch [55][700/940] lr: 5.365e-01, eta: 2 days, 2:51:45, time: 0.805, data_time: 0.003, memory: 9444, top1_acc: 0.2596, top5_acc: 0.5041, loss_cls: 3.4856, loss: 3.4856, grad_norm: 0.9993 2020-07-23 04:57:05,449 - mmaction - INFO - Epoch [55][720/940] lr: 5.365e-01, eta: 2 days, 2:51:07, time: 0.706, data_time: 0.003, memory: 9444, top1_acc: 0.2602, top5_acc: 0.5127, loss_cls: 3.4627, loss: 3.4627, grad_norm: 0.9908 2020-07-23 04:57:18,850 - mmaction - INFO - Epoch [55][740/940] lr: 5.365e-01, eta: 2 days, 2:50:26, time: 0.670, data_time: 0.003, memory: 9444, top1_acc: 0.2625, top5_acc: 0.5021, loss_cls: 3.4741, loss: 3.4741, grad_norm: 0.9754 2020-07-23 04:57:32,757 - mmaction - INFO - Epoch [55][760/940] lr: 5.365e-01, eta: 2 days, 2:49:46, time: 0.695, data_time: 0.002, memory: 9444, top1_acc: 0.2645, top5_acc: 0.5219, loss_cls: 3.3902, loss: 3.3902, grad_norm: 1.0117 2020-07-23 04:57:46,488 - mmaction - INFO - Epoch [55][780/940] lr: 5.365e-01, eta: 2 days, 2:49:06, time: 0.686, data_time: 0.002, memory: 9444, top1_acc: 0.2586, top5_acc: 0.5020, loss_cls: 3.5096, loss: 3.5096, grad_norm: 0.9993 2020-07-23 04:58:00,796 - mmaction - INFO - Epoch [55][800/940] lr: 5.365e-01, eta: 2 days, 2:48:28, time: 0.716, data_time: 0.002, memory: 9444, top1_acc: 0.2637, top5_acc: 0.5043, loss_cls: 3.4300, loss: 3.4300, grad_norm: 0.9746 2020-07-23 04:58:14,476 - mmaction - INFO - Epoch [55][820/940] lr: 5.365e-01, eta: 2 days, 2:47:48, time: 0.684, data_time: 0.002, memory: 9444, top1_acc: 0.2617, top5_acc: 0.5033, loss_cls: 3.4979, loss: 3.4979, grad_norm: 0.9934 2020-07-23 04:58:30,773 - mmaction - INFO - Epoch [55][840/940] lr: 5.365e-01, eta: 2 days, 2:47:18, time: 0.815, data_time: 0.001, memory: 9444, top1_acc: 0.2562, top5_acc: 0.5025, loss_cls: 3.4885, loss: 3.4885, grad_norm: 0.9957 2020-07-23 04:58:44,463 - mmaction - INFO - Epoch [55][860/940] lr: 5.365e-01, eta: 2 days, 2:46:38, time: 0.685, data_time: 0.003, memory: 9444, top1_acc: 0.2609, top5_acc: 0.5053, loss_cls: 3.4787, loss: 3.4787, grad_norm: 0.9907 2020-07-23 04:58:58,844 - mmaction - INFO - Epoch [55][880/940] lr: 5.365e-01, eta: 2 days, 2:46:00, time: 0.719, data_time: 0.002, memory: 9444, top1_acc: 0.2545, top5_acc: 0.5033, loss_cls: 3.4895, loss: 3.4895, grad_norm: 0.9838 2020-07-23 04:59:13,503 - mmaction - INFO - Epoch [55][900/940] lr: 5.365e-01, eta: 2 days, 2:45:24, time: 0.733, data_time: 0.002, memory: 9444, top1_acc: 0.2682, top5_acc: 0.5100, loss_cls: 3.4508, loss: 3.4508, grad_norm: 1.0050 2020-07-23 04:59:26,760 - mmaction - INFO - Epoch [55][920/940] lr: 5.365e-01, eta: 2 days, 2:44:42, time: 0.662, data_time: 0.022, memory: 9444, top1_acc: 0.2562, top5_acc: 0.4922, loss_cls: 3.4963, loss: 3.4963, grad_norm: 0.9800 2020-07-23 05:00:03,947 - mmaction - INFO - Epoch [55][940/940] lr: 5.365e-01, eta: 2 days, 2:45:27, time: 1.849, data_time: 0.176, memory: 9444, top1_acc: 0.2610, top5_acc: 0.5061, loss_cls: 3.4786, loss: 3.4786, grad_norm: 0.9894 2020-07-23 05:03:12,931 - mmaction - INFO - Epoch [56][20/940] lr: 5.342e-01, eta: 2 days, 2:54:42, time: 8.826, data_time: 7.905, memory: 9444, top1_acc: 0.2613, top5_acc: 0.5045, loss_cls: 3.4728, loss: 3.4728, grad_norm: 0.9971 2020-07-23 05:03:26,734 - mmaction - INFO - Epoch [56][40/940] lr: 5.342e-01, eta: 2 days, 2:54:02, time: 0.691, data_time: 0.004, memory: 9444, top1_acc: 0.2668, top5_acc: 0.5141, loss_cls: 3.4277, loss: 3.4277, grad_norm: 0.9836 2020-07-23 05:03:39,909 - mmaction - INFO - Epoch [56][60/940] lr: 5.342e-01, eta: 2 days, 2:53:20, time: 0.659, data_time: 0.003, memory: 9444, top1_acc: 0.2764, top5_acc: 0.5168, loss_cls: 3.3671, loss: 3.3671, grad_norm: 0.9948 2020-07-23 05:03:53,755 - mmaction - INFO - Epoch [56][80/940] lr: 5.342e-01, eta: 2 days, 2:52:41, time: 0.693, data_time: 0.003, memory: 9444, top1_acc: 0.2691, top5_acc: 0.5150, loss_cls: 3.4137, loss: 3.4137, grad_norm: 0.9927 2020-07-23 05:04:07,481 - mmaction - INFO - Epoch [56][100/940] lr: 5.342e-01, eta: 2 days, 2:52:00, time: 0.686, data_time: 0.003, memory: 9444, top1_acc: 0.2709, top5_acc: 0.5168, loss_cls: 3.4005, loss: 3.4005, grad_norm: 0.9911 2020-07-23 05:04:21,936 - mmaction - INFO - Epoch [56][120/940] lr: 5.342e-01, eta: 2 days, 2:51:23, time: 0.723, data_time: 0.003, memory: 9444, top1_acc: 0.2602, top5_acc: 0.5166, loss_cls: 3.4295, loss: 3.4295, grad_norm: 0.9970 2020-07-23 05:04:35,455 - mmaction - INFO - Epoch [56][140/940] lr: 5.342e-01, eta: 2 days, 2:50:42, time: 0.677, data_time: 0.002, memory: 9444, top1_acc: 0.2691, top5_acc: 0.5219, loss_cls: 3.4414, loss: 3.4414, grad_norm: 1.0070 2020-07-23 05:04:49,468 - mmaction - INFO - Epoch [56][160/940] lr: 5.342e-01, eta: 2 days, 2:50:03, time: 0.700, data_time: 0.001, memory: 9444, top1_acc: 0.2721, top5_acc: 0.5139, loss_cls: 3.4324, loss: 3.4324, grad_norm: 0.9965 2020-07-23 05:05:03,218 - mmaction - INFO - Epoch [56][180/940] lr: 5.342e-01, eta: 2 days, 2:49:23, time: 0.687, data_time: 0.002, memory: 9444, top1_acc: 0.2619, top5_acc: 0.5117, loss_cls: 3.4554, loss: 3.4554, grad_norm: 1.0082 2020-07-23 05:05:17,350 - mmaction - INFO - Epoch [56][200/940] lr: 5.342e-01, eta: 2 days, 2:48:45, time: 0.708, data_time: 0.003, memory: 9444, top1_acc: 0.2568, top5_acc: 0.5057, loss_cls: 3.5006, loss: 3.5006, grad_norm: 0.9917 2020-07-23 05:05:31,822 - mmaction - INFO - Epoch [56][220/940] lr: 5.342e-01, eta: 2 days, 2:48:08, time: 0.723, data_time: 0.002, memory: 9444, top1_acc: 0.2678, top5_acc: 0.5133, loss_cls: 3.4664, loss: 3.4664, grad_norm: 0.9880 2020-07-23 05:05:45,551 - mmaction - INFO - Epoch [56][240/940] lr: 5.342e-01, eta: 2 days, 2:47:28, time: 0.687, data_time: 0.002, memory: 9444, top1_acc: 0.2709, top5_acc: 0.5076, loss_cls: 3.4455, loss: 3.4455, grad_norm: 1.0021 2020-07-23 05:05:59,725 - mmaction - INFO - Epoch [56][260/940] lr: 5.342e-01, eta: 2 days, 2:46:49, time: 0.709, data_time: 0.002, memory: 9444, top1_acc: 0.2701, top5_acc: 0.5168, loss_cls: 3.4106, loss: 3.4106, grad_norm: 1.0006 2020-07-23 05:06:12,837 - mmaction - INFO - Epoch [56][280/940] lr: 5.342e-01, eta: 2 days, 2:46:07, time: 0.656, data_time: 0.003, memory: 9444, top1_acc: 0.2619, top5_acc: 0.5000, loss_cls: 3.4698, loss: 3.4698, grad_norm: 0.9764 2020-07-23 05:06:26,726 - mmaction - INFO - Epoch [56][300/940] lr: 5.342e-01, eta: 2 days, 2:45:28, time: 0.694, data_time: 0.002, memory: 9444, top1_acc: 0.2707, top5_acc: 0.5131, loss_cls: 3.4332, loss: 3.4332, grad_norm: 0.9809 2020-07-23 05:06:39,724 - mmaction - INFO - Epoch [56][320/940] lr: 5.342e-01, eta: 2 days, 2:44:46, time: 0.650, data_time: 0.003, memory: 9444, top1_acc: 0.2572, top5_acc: 0.5156, loss_cls: 3.4466, loss: 3.4466, grad_norm: 0.9989 2020-07-23 05:06:53,527 - mmaction - INFO - Epoch [56][340/940] lr: 5.342e-01, eta: 2 days, 2:44:06, time: 0.690, data_time: 0.003, memory: 9444, top1_acc: 0.2666, top5_acc: 0.5096, loss_cls: 3.4511, loss: 3.4511, grad_norm: 1.0083 2020-07-23 05:07:07,252 - mmaction - INFO - Epoch [56][360/940] lr: 5.342e-01, eta: 2 days, 2:43:26, time: 0.686, data_time: 0.003, memory: 9444, top1_acc: 0.2584, top5_acc: 0.5035, loss_cls: 3.4568, loss: 3.4568, grad_norm: 0.9843 2020-07-23 05:07:20,776 - mmaction - INFO - Epoch [56][380/940] lr: 5.342e-01, eta: 2 days, 2:42:46, time: 0.676, data_time: 0.002, memory: 9444, top1_acc: 0.2666, top5_acc: 0.5035, loss_cls: 3.4722, loss: 3.4722, grad_norm: 1.0007 2020-07-23 05:07:35,429 - mmaction - INFO - Epoch [56][400/940] lr: 5.342e-01, eta: 2 days, 2:42:09, time: 0.733, data_time: 0.003, memory: 9444, top1_acc: 0.2588, top5_acc: 0.5055, loss_cls: 3.5032, loss: 3.5032, grad_norm: 0.9852 2020-07-23 05:07:48,313 - mmaction - INFO - Epoch [56][420/940] lr: 5.342e-01, eta: 2 days, 2:41:26, time: 0.644, data_time: 0.003, memory: 9444, top1_acc: 0.2625, top5_acc: 0.5029, loss_cls: 3.4637, loss: 3.4637, grad_norm: 0.9741 2020-07-23 05:08:03,036 - mmaction - INFO - Epoch [56][440/940] lr: 5.342e-01, eta: 2 days, 2:40:50, time: 0.732, data_time: 0.002, memory: 9444, top1_acc: 0.2617, top5_acc: 0.5152, loss_cls: 3.4613, loss: 3.4613, grad_norm: 0.9841 2020-07-23 05:08:16,959 - mmaction - INFO - Epoch [56][460/940] lr: 5.342e-01, eta: 2 days, 2:40:11, time: 0.701, data_time: 0.006, memory: 9444, top1_acc: 0.2652, top5_acc: 0.5111, loss_cls: 3.4354, loss: 3.4354, grad_norm: 1.0020 2020-07-23 05:08:29,833 - mmaction - INFO - Epoch [56][480/940] lr: 5.342e-01, eta: 2 days, 2:39:29, time: 0.643, data_time: 0.002, memory: 9444, top1_acc: 0.2613, top5_acc: 0.4984, loss_cls: 3.5236, loss: 3.5236, grad_norm: 0.9992 2020-07-23 05:08:43,982 - mmaction - INFO - Epoch [56][500/940] lr: 5.342e-01, eta: 2 days, 2:38:50, time: 0.708, data_time: 0.003, memory: 9444, top1_acc: 0.2629, top5_acc: 0.5014, loss_cls: 3.4651, loss: 3.4651, grad_norm: 0.9830 2020-07-23 05:08:56,947 - mmaction - INFO - Epoch [56][520/940] lr: 5.342e-01, eta: 2 days, 2:38:08, time: 0.649, data_time: 0.003, memory: 9444, top1_acc: 0.2760, top5_acc: 0.5080, loss_cls: 3.4598, loss: 3.4598, grad_norm: 0.9794 2020-07-23 05:09:10,845 - mmaction - INFO - Epoch [56][540/940] lr: 5.342e-01, eta: 2 days, 2:37:29, time: 0.694, data_time: 0.002, memory: 9444, top1_acc: 0.2551, top5_acc: 0.5143, loss_cls: 3.4547, loss: 3.4547, grad_norm: 0.9790 2020-07-23 05:09:24,237 - mmaction - INFO - Epoch [56][560/940] lr: 5.342e-01, eta: 2 days, 2:36:48, time: 0.670, data_time: 0.003, memory: 9444, top1_acc: 0.2691, top5_acc: 0.5137, loss_cls: 3.4384, loss: 3.4384, grad_norm: 0.9953 2020-07-23 05:09:38,167 - mmaction - INFO - Epoch [56][580/940] lr: 5.342e-01, eta: 2 days, 2:36:09, time: 0.697, data_time: 0.002, memory: 9444, top1_acc: 0.2559, top5_acc: 0.5010, loss_cls: 3.4829, loss: 3.4829, grad_norm: 0.9863 2020-07-23 05:09:51,144 - mmaction - INFO - Epoch [56][600/940] lr: 5.342e-01, eta: 2 days, 2:35:27, time: 0.648, data_time: 0.001, memory: 9444, top1_acc: 0.2682, top5_acc: 0.5176, loss_cls: 3.3916, loss: 3.3916, grad_norm: 1.0061 2020-07-23 05:10:05,176 - mmaction - INFO - Epoch [56][620/940] lr: 5.342e-01, eta: 2 days, 2:34:49, time: 0.702, data_time: 0.003, memory: 9444, top1_acc: 0.2625, top5_acc: 0.5125, loss_cls: 3.4481, loss: 3.4481, grad_norm: 0.9861 2020-07-23 05:10:19,619 - mmaction - INFO - Epoch [56][640/940] lr: 5.342e-01, eta: 2 days, 2:34:12, time: 0.722, data_time: 0.002, memory: 9444, top1_acc: 0.2549, top5_acc: 0.4973, loss_cls: 3.4736, loss: 3.4736, grad_norm: 1.0106 2020-07-23 05:10:33,634 - mmaction - INFO - Epoch [56][660/940] lr: 5.342e-01, eta: 2 days, 2:33:33, time: 0.700, data_time: 0.002, memory: 9444, top1_acc: 0.2639, top5_acc: 0.5059, loss_cls: 3.4665, loss: 3.4665, grad_norm: 0.9952 2020-07-23 05:10:47,409 - mmaction - INFO - Epoch [56][680/940] lr: 5.342e-01, eta: 2 days, 2:32:54, time: 0.690, data_time: 0.002, memory: 9444, top1_acc: 0.2592, top5_acc: 0.5096, loss_cls: 3.4605, loss: 3.4605, grad_norm: 0.9978 2020-07-23 05:11:01,804 - mmaction - INFO - Epoch [56][700/940] lr: 5.342e-01, eta: 2 days, 2:32:17, time: 0.719, data_time: 0.002, memory: 9444, top1_acc: 0.2477, top5_acc: 0.4916, loss_cls: 3.5370, loss: 3.5370, grad_norm: 0.9853 2020-07-23 05:11:15,827 - mmaction - INFO - Epoch [56][720/940] lr: 5.342e-01, eta: 2 days, 2:31:39, time: 0.702, data_time: 0.002, memory: 9444, top1_acc: 0.2533, top5_acc: 0.5018, loss_cls: 3.5086, loss: 3.5086, grad_norm: 0.9675 2020-07-23 05:11:29,147 - mmaction - INFO - Epoch [56][740/940] lr: 5.342e-01, eta: 2 days, 2:30:58, time: 0.665, data_time: 0.001, memory: 9444, top1_acc: 0.2684, top5_acc: 0.5080, loss_cls: 3.4399, loss: 3.4399, grad_norm: 0.9973 2020-07-23 05:11:42,769 - mmaction - INFO - Epoch [56][760/940] lr: 5.342e-01, eta: 2 days, 2:30:18, time: 0.682, data_time: 0.003, memory: 9444, top1_acc: 0.2539, top5_acc: 0.5062, loss_cls: 3.4526, loss: 3.4526, grad_norm: 0.9944 2020-07-23 05:11:57,014 - mmaction - INFO - Epoch [56][780/940] lr: 5.342e-01, eta: 2 days, 2:29:40, time: 0.711, data_time: 0.002, memory: 9444, top1_acc: 0.2631, top5_acc: 0.5088, loss_cls: 3.4445, loss: 3.4445, grad_norm: 0.9675 2020-07-23 05:12:10,073 - mmaction - INFO - Epoch [56][800/940] lr: 5.342e-01, eta: 2 days, 2:28:58, time: 0.654, data_time: 0.003, memory: 9444, top1_acc: 0.2662, top5_acc: 0.5020, loss_cls: 3.4763, loss: 3.4763, grad_norm: 0.9967 2020-07-23 05:12:24,875 - mmaction - INFO - Epoch [56][820/940] lr: 5.342e-01, eta: 2 days, 2:28:23, time: 0.740, data_time: 0.003, memory: 9444, top1_acc: 0.2719, top5_acc: 0.5127, loss_cls: 3.4353, loss: 3.4353, grad_norm: 1.0003 2020-07-23 05:12:37,693 - mmaction - INFO - Epoch [56][840/940] lr: 5.342e-01, eta: 2 days, 2:27:40, time: 0.640, data_time: 0.003, memory: 9444, top1_acc: 0.2625, top5_acc: 0.5039, loss_cls: 3.4772, loss: 3.4772, grad_norm: 0.9861 2020-07-23 05:12:52,374 - mmaction - INFO - Epoch [56][860/940] lr: 5.342e-01, eta: 2 days, 2:27:05, time: 0.735, data_time: 0.004, memory: 9444, top1_acc: 0.2564, top5_acc: 0.5053, loss_cls: 3.5026, loss: 3.5026, grad_norm: 0.9854 2020-07-23 05:13:05,572 - mmaction - INFO - Epoch [56][880/940] lr: 5.342e-01, eta: 2 days, 2:26:23, time: 0.660, data_time: 0.002, memory: 9444, top1_acc: 0.2664, top5_acc: 0.5088, loss_cls: 3.4402, loss: 3.4402, grad_norm: 0.9917 2020-07-23 05:13:18,670 - mmaction - INFO - Epoch [56][900/940] lr: 5.342e-01, eta: 2 days, 2:25:42, time: 0.655, data_time: 0.003, memory: 9444, top1_acc: 0.2631, top5_acc: 0.5072, loss_cls: 3.4681, loss: 3.4681, grad_norm: 0.9738 2020-07-23 05:13:33,406 - mmaction - INFO - Epoch [56][920/940] lr: 5.342e-01, eta: 2 days, 2:25:06, time: 0.736, data_time: 0.002, memory: 9444, top1_acc: 0.2572, top5_acc: 0.5123, loss_cls: 3.4564, loss: 3.4564, grad_norm: 0.9758 2020-07-23 05:13:45,584 - mmaction - INFO - Epoch [56][940/940] lr: 5.342e-01, eta: 2 days, 2:24:21, time: 0.610, data_time: 0.002, memory: 9444, top1_acc: 0.2784, top5_acc: 0.5187, loss_cls: 3.4197, loss: 3.4197, grad_norm: 1.0098 2020-07-23 05:13:54,520 - mmaction - INFO - Saving checkpoint at 56 epochs 2020-07-23 05:16:47,492 - mmaction - INFO - Epoch [57][20/940] lr: 5.319e-01, eta: 2 days, 2:33:09, time: 8.619, data_time: 7.746, memory: 9444, top1_acc: 0.2613, top5_acc: 0.5021, loss_cls: 3.4824, loss: 3.4824, grad_norm: 1.0164 2020-07-23 05:17:02,115 - mmaction - INFO - Epoch [57][40/940] lr: 5.319e-01, eta: 2 days, 2:32:32, time: 0.730, data_time: 0.014, memory: 9444, top1_acc: 0.2711, top5_acc: 0.5100, loss_cls: 3.4572, loss: 3.4572, grad_norm: 0.9797 2020-07-23 05:17:14,990 - mmaction - INFO - Epoch [57][60/940] lr: 5.319e-01, eta: 2 days, 2:31:50, time: 0.645, data_time: 0.003, memory: 9444, top1_acc: 0.2689, top5_acc: 0.5268, loss_cls: 3.3998, loss: 3.3998, grad_norm: 0.9790 2020-07-23 05:17:28,507 - mmaction - INFO - Epoch [57][80/940] lr: 5.319e-01, eta: 2 days, 2:31:10, time: 0.676, data_time: 0.018, memory: 9444, top1_acc: 0.2633, top5_acc: 0.5141, loss_cls: 3.4556, loss: 3.4556, grad_norm: 1.0310 2020-07-23 05:17:42,405 - mmaction - INFO - Epoch [57][100/940] lr: 5.319e-01, eta: 2 days, 2:30:31, time: 0.692, data_time: 0.003, memory: 9444, top1_acc: 0.2617, top5_acc: 0.5033, loss_cls: 3.4489, loss: 3.4489, grad_norm: 0.9908 2020-07-23 05:17:57,203 - mmaction - INFO - Epoch [57][120/940] lr: 5.319e-01, eta: 2 days, 2:29:51, time: 0.687, data_time: 0.005, memory: 9444, top1_acc: 0.2816, top5_acc: 0.5191, loss_cls: 3.4051, loss: 3.4051, grad_norm: 1.0045 2020-07-23 05:18:11,342 - mmaction - INFO - Epoch [57][140/940] lr: 5.319e-01, eta: 2 days, 2:29:17, time: 0.762, data_time: 0.057, memory: 9444, top1_acc: 0.2598, top5_acc: 0.5029, loss_cls: 3.4716, loss: 3.4716, grad_norm: 0.9996 2020-07-23 05:18:24,664 - mmaction - INFO - Epoch [57][160/940] lr: 5.319e-01, eta: 2 days, 2:28:36, time: 0.665, data_time: 0.002, memory: 9444, top1_acc: 0.2805, top5_acc: 0.5182, loss_cls: 3.4028, loss: 3.4028, grad_norm: 1.0012 2020-07-23 05:18:39,875 - mmaction - INFO - Epoch [57][180/940] lr: 5.319e-01, eta: 2 days, 2:28:02, time: 0.762, data_time: 0.005, memory: 9444, top1_acc: 0.2590, top5_acc: 0.5170, loss_cls: 3.4497, loss: 3.4497, grad_norm: 0.9750 2020-07-23 05:18:54,599 - mmaction - INFO - Epoch [57][200/940] lr: 5.319e-01, eta: 2 days, 2:27:26, time: 0.732, data_time: 0.026, memory: 9444, top1_acc: 0.2611, top5_acc: 0.5197, loss_cls: 3.4256, loss: 3.4256, grad_norm: 0.9935 2020-07-23 05:19:07,549 - mmaction - INFO - Epoch [57][220/940] lr: 5.319e-01, eta: 2 days, 2:26:45, time: 0.652, data_time: 0.007, memory: 9444, top1_acc: 0.2646, top5_acc: 0.4939, loss_cls: 3.5125, loss: 3.5125, grad_norm: 0.9941 2020-07-23 05:19:20,717 - mmaction - INFO - Epoch [57][240/940] lr: 5.319e-01, eta: 2 days, 2:26:03, time: 0.658, data_time: 0.004, memory: 9444, top1_acc: 0.2637, top5_acc: 0.5080, loss_cls: 3.4486, loss: 3.4486, grad_norm: 0.9883 2020-07-23 05:19:34,409 - mmaction - INFO - Epoch [57][260/940] lr: 5.319e-01, eta: 2 days, 2:25:24, time: 0.686, data_time: 0.004, memory: 9444, top1_acc: 0.2562, top5_acc: 0.5164, loss_cls: 3.4245, loss: 3.4245, grad_norm: 1.0082 2020-07-23 05:19:48,081 - mmaction - INFO - Epoch [57][280/940] lr: 5.319e-01, eta: 2 days, 2:24:45, time: 0.683, data_time: 0.002, memory: 9444, top1_acc: 0.2525, top5_acc: 0.5004, loss_cls: 3.4855, loss: 3.4855, grad_norm: 1.0160 2020-07-23 05:20:02,208 - mmaction - INFO - Epoch [57][300/940] lr: 5.319e-01, eta: 2 days, 2:24:07, time: 0.706, data_time: 0.002, memory: 9444, top1_acc: 0.2629, top5_acc: 0.5125, loss_cls: 3.4433, loss: 3.4433, grad_norm: 0.9800 2020-07-23 05:20:15,250 - mmaction - INFO - Epoch [57][320/940] lr: 5.319e-01, eta: 2 days, 2:23:25, time: 0.652, data_time: 0.002, memory: 9444, top1_acc: 0.2730, top5_acc: 0.5100, loss_cls: 3.4339, loss: 3.4339, grad_norm: 0.9850 2020-07-23 05:20:29,362 - mmaction - INFO - Epoch [57][340/940] lr: 5.319e-01, eta: 2 days, 2:22:47, time: 0.704, data_time: 0.010, memory: 9444, top1_acc: 0.2598, top5_acc: 0.5143, loss_cls: 3.4390, loss: 3.4390, grad_norm: 0.9840 2020-07-23 05:20:43,853 - mmaction - INFO - Epoch [57][360/940] lr: 5.319e-01, eta: 2 days, 2:22:10, time: 0.719, data_time: 0.004, memory: 9444, top1_acc: 0.2652, top5_acc: 0.5125, loss_cls: 3.4468, loss: 3.4468, grad_norm: 0.9967 2020-07-23 05:20:58,261 - mmaction - INFO - Epoch [57][380/940] lr: 5.319e-01, eta: 2 days, 2:21:34, time: 0.728, data_time: 0.010, memory: 9444, top1_acc: 0.2631, top5_acc: 0.5244, loss_cls: 3.3836, loss: 3.3836, grad_norm: 0.9858 2020-07-23 05:21:11,979 - mmaction - INFO - Epoch [57][400/940] lr: 5.319e-01, eta: 2 days, 2:20:55, time: 0.686, data_time: 0.003, memory: 9444, top1_acc: 0.2668, top5_acc: 0.5158, loss_cls: 3.4097, loss: 3.4097, grad_norm: 1.0212 2020-07-23 05:21:25,745 - mmaction - INFO - Epoch [57][420/940] lr: 5.319e-01, eta: 2 days, 2:20:16, time: 0.688, data_time: 0.002, memory: 9444, top1_acc: 0.2582, top5_acc: 0.5082, loss_cls: 3.4924, loss: 3.4924, grad_norm: 0.9840 2020-07-23 05:21:39,505 - mmaction - INFO - Epoch [57][440/940] lr: 5.319e-01, eta: 2 days, 2:19:37, time: 0.688, data_time: 0.002, memory: 9444, top1_acc: 0.2588, top5_acc: 0.5035, loss_cls: 3.4841, loss: 3.4841, grad_norm: 0.9983 2020-07-23 05:21:54,384 - mmaction - INFO - Epoch [57][460/940] lr: 5.319e-01, eta: 2 days, 2:19:02, time: 0.744, data_time: 0.004, memory: 9444, top1_acc: 0.2730, top5_acc: 0.5256, loss_cls: 3.4162, loss: 3.4162, grad_norm: 0.9912 2020-07-23 05:22:08,250 - mmaction - INFO - Epoch [57][480/940] lr: 5.319e-01, eta: 2 days, 2:18:23, time: 0.692, data_time: 0.002, memory: 9444, top1_acc: 0.2693, top5_acc: 0.5016, loss_cls: 3.4536, loss: 3.4536, grad_norm: 1.0002 2020-07-23 05:22:22,189 - mmaction - INFO - Epoch [57][500/940] lr: 5.319e-01, eta: 2 days, 2:17:45, time: 0.697, data_time: 0.003, memory: 9444, top1_acc: 0.2709, top5_acc: 0.5232, loss_cls: 3.4088, loss: 3.4088, grad_norm: 1.0001 2020-07-23 05:22:35,796 - mmaction - INFO - Epoch [57][520/940] lr: 5.319e-01, eta: 2 days, 2:17:06, time: 0.680, data_time: 0.003, memory: 9444, top1_acc: 0.2602, top5_acc: 0.4963, loss_cls: 3.4998, loss: 3.4998, grad_norm: 1.0032 2020-07-23 05:22:49,662 - mmaction - INFO - Epoch [57][540/940] lr: 5.319e-01, eta: 2 days, 2:16:27, time: 0.693, data_time: 0.003, memory: 9444, top1_acc: 0.2654, top5_acc: 0.5113, loss_cls: 3.4515, loss: 3.4515, grad_norm: 0.9785 2020-07-23 05:23:03,499 - mmaction - INFO - Epoch [57][560/940] lr: 5.319e-01, eta: 2 days, 2:15:49, time: 0.693, data_time: 0.004, memory: 9444, top1_acc: 0.2695, top5_acc: 0.5254, loss_cls: 3.3990, loss: 3.3990, grad_norm: 1.0092 2020-07-23 05:23:17,089 - mmaction - INFO - Epoch [57][580/940] lr: 5.319e-01, eta: 2 days, 2:15:09, time: 0.680, data_time: 0.003, memory: 9444, top1_acc: 0.2676, top5_acc: 0.5125, loss_cls: 3.4300, loss: 3.4300, grad_norm: 0.9906 2020-07-23 05:23:31,043 - mmaction - INFO - Epoch [57][600/940] lr: 5.319e-01, eta: 2 days, 2:14:31, time: 0.697, data_time: 0.003, memory: 9444, top1_acc: 0.2605, top5_acc: 0.5037, loss_cls: 3.4591, loss: 3.4591, grad_norm: 0.9905 2020-07-23 05:23:44,826 - mmaction - INFO - Epoch [57][620/940] lr: 5.319e-01, eta: 2 days, 2:13:52, time: 0.689, data_time: 0.003, memory: 9444, top1_acc: 0.2617, top5_acc: 0.5059, loss_cls: 3.4683, loss: 3.4683, grad_norm: 0.9936 2020-07-23 05:23:59,755 - mmaction - INFO - Epoch [57][640/940] lr: 5.319e-01, eta: 2 days, 2:13:18, time: 0.747, data_time: 0.004, memory: 9444, top1_acc: 0.2600, top5_acc: 0.5125, loss_cls: 3.4769, loss: 3.4769, grad_norm: 0.9742 2020-07-23 05:24:13,439 - mmaction - INFO - Epoch [57][660/940] lr: 5.319e-01, eta: 2 days, 2:12:39, time: 0.685, data_time: 0.003, memory: 9444, top1_acc: 0.2740, top5_acc: 0.5201, loss_cls: 3.4321, loss: 3.4321, grad_norm: 1.0253 2020-07-23 05:24:27,418 - mmaction - INFO - Epoch [57][680/940] lr: 5.319e-01, eta: 2 days, 2:12:01, time: 0.698, data_time: 0.001, memory: 9444, top1_acc: 0.2664, top5_acc: 0.5062, loss_cls: 3.4601, loss: 3.4601, grad_norm: 0.9970 2020-07-23 05:24:41,083 - mmaction - INFO - Epoch [57][700/940] lr: 5.319e-01, eta: 2 days, 2:11:21, time: 0.682, data_time: 0.005, memory: 9444, top1_acc: 0.2678, top5_acc: 0.5070, loss_cls: 3.4896, loss: 3.4896, grad_norm: 0.9959 2020-07-23 05:24:55,653 - mmaction - INFO - Epoch [57][720/940] lr: 5.319e-01, eta: 2 days, 2:10:46, time: 0.729, data_time: 0.003, memory: 9444, top1_acc: 0.2672, top5_acc: 0.5105, loss_cls: 3.4748, loss: 3.4748, grad_norm: 0.9814 2020-07-23 05:25:08,538 - mmaction - INFO - Epoch [57][740/940] lr: 5.319e-01, eta: 2 days, 2:10:04, time: 0.645, data_time: 0.003, memory: 9444, top1_acc: 0.2615, top5_acc: 0.5025, loss_cls: 3.4776, loss: 3.4776, grad_norm: 0.9981 2020-07-23 05:25:23,272 - mmaction - INFO - Epoch [57][760/940] lr: 5.319e-01, eta: 2 days, 2:09:29, time: 0.736, data_time: 0.002, memory: 9444, top1_acc: 0.2615, top5_acc: 0.5102, loss_cls: 3.4782, loss: 3.4782, grad_norm: 1.0062 2020-07-23 05:25:36,651 - mmaction - INFO - Epoch [57][780/940] lr: 5.319e-01, eta: 2 days, 2:08:49, time: 0.669, data_time: 0.003, memory: 9444, top1_acc: 0.2682, top5_acc: 0.5113, loss_cls: 3.4498, loss: 3.4498, grad_norm: 0.9966 2020-07-23 05:25:51,265 - mmaction - INFO - Epoch [57][800/940] lr: 5.319e-01, eta: 2 days, 2:08:13, time: 0.729, data_time: 0.002, memory: 9444, top1_acc: 0.2732, top5_acc: 0.5232, loss_cls: 3.3806, loss: 3.3806, grad_norm: 0.9786 2020-07-23 05:26:04,330 - mmaction - INFO - Epoch [57][820/940] lr: 5.319e-01, eta: 2 days, 2:07:32, time: 0.655, data_time: 0.004, memory: 9444, top1_acc: 0.2631, top5_acc: 0.5018, loss_cls: 3.4747, loss: 3.4747, grad_norm: 0.9921 2020-07-23 05:26:18,993 - mmaction - INFO - Epoch [57][840/940] lr: 5.319e-01, eta: 2 days, 2:06:56, time: 0.732, data_time: 0.001, memory: 9444, top1_acc: 0.2553, top5_acc: 0.5072, loss_cls: 3.4826, loss: 3.4826, grad_norm: 0.9744 2020-07-23 05:26:32,032 - mmaction - INFO - Epoch [57][860/940] lr: 5.319e-01, eta: 2 days, 2:06:15, time: 0.647, data_time: 0.003, memory: 9444, top1_acc: 0.2547, top5_acc: 0.4990, loss_cls: 3.5088, loss: 3.5088, grad_norm: 0.9835 2020-07-23 05:26:45,825 - mmaction - INFO - Epoch [57][880/940] lr: 5.319e-01, eta: 2 days, 2:05:37, time: 0.695, data_time: 0.020, memory: 9444, top1_acc: 0.2629, top5_acc: 0.5141, loss_cls: 3.4191, loss: 3.4191, grad_norm: 0.9941 2020-07-23 05:26:58,656 - mmaction - INFO - Epoch [57][900/940] lr: 5.319e-01, eta: 2 days, 2:04:55, time: 0.641, data_time: 0.002, memory: 9444, top1_acc: 0.2549, top5_acc: 0.5014, loss_cls: 3.5126, loss: 3.5126, grad_norm: 0.9930 2020-07-23 05:27:11,933 - mmaction - INFO - Epoch [57][920/940] lr: 5.319e-01, eta: 2 days, 2:04:15, time: 0.665, data_time: 0.003, memory: 9444, top1_acc: 0.2682, top5_acc: 0.5207, loss_cls: 3.4012, loss: 3.4012, grad_norm: 0.9735 2020-07-23 05:27:24,296 - mmaction - INFO - Epoch [57][940/940] lr: 5.319e-01, eta: 2 days, 2:03:32, time: 0.618, data_time: 0.002, memory: 9444, top1_acc: 0.2539, top5_acc: 0.5108, loss_cls: 3.4639, loss: 3.4639, grad_norm: 1.0172 2020-07-23 05:29:55,080 - mmaction - INFO - Epoch [58][20/940] lr: 5.296e-01, eta: 2 days, 2:10:25, time: 7.169, data_time: 5.737, memory: 9444, top1_acc: 0.2654, top5_acc: 0.5111, loss_cls: 3.4450, loss: 3.4450, grad_norm: 0.9959 2020-07-23 05:30:11,515 - mmaction - INFO - Epoch [58][40/940] lr: 5.296e-01, eta: 2 days, 2:09:56, time: 0.822, data_time: 0.003, memory: 9444, top1_acc: 0.2676, top5_acc: 0.5131, loss_cls: 3.4204, loss: 3.4204, grad_norm: 0.9901 2020-07-23 05:30:24,644 - mmaction - INFO - Epoch [58][60/940] lr: 5.296e-01, eta: 2 days, 2:09:15, time: 0.658, data_time: 0.004, memory: 9444, top1_acc: 0.2580, top5_acc: 0.5076, loss_cls: 3.4494, loss: 3.4494, grad_norm: 1.0050 2020-07-23 05:30:37,623 - mmaction - INFO - Epoch [58][80/940] lr: 5.296e-01, eta: 2 days, 2:08:34, time: 0.648, data_time: 0.002, memory: 9444, top1_acc: 0.2535, top5_acc: 0.5107, loss_cls: 3.4762, loss: 3.4762, grad_norm: 0.9817 2020-07-23 05:30:52,188 - mmaction - INFO - Epoch [58][100/940] lr: 5.296e-01, eta: 2 days, 2:07:58, time: 0.728, data_time: 0.002, memory: 9444, top1_acc: 0.2656, top5_acc: 0.5186, loss_cls: 3.4414, loss: 3.4414, grad_norm: 0.9946 2020-07-23 05:31:06,202 - mmaction - INFO - Epoch [58][120/940] lr: 5.296e-01, eta: 2 days, 2:07:20, time: 0.701, data_time: 0.002, memory: 9444, top1_acc: 0.2627, top5_acc: 0.5152, loss_cls: 3.4250, loss: 3.4250, grad_norm: 1.0018 2020-07-23 05:31:20,055 - mmaction - INFO - Epoch [58][140/940] lr: 5.296e-01, eta: 2 days, 2:06:42, time: 0.693, data_time: 0.003, memory: 9444, top1_acc: 0.2633, top5_acc: 0.5141, loss_cls: 3.4243, loss: 3.4243, grad_norm: 1.0071 2020-07-23 05:31:33,824 - mmaction - INFO - Epoch [58][160/940] lr: 5.296e-01, eta: 2 days, 2:06:03, time: 0.689, data_time: 0.003, memory: 9444, top1_acc: 0.2793, top5_acc: 0.5246, loss_cls: 3.4115, loss: 3.4115, grad_norm: 1.0117 2020-07-23 05:31:47,354 - mmaction - INFO - Epoch [58][180/940] lr: 5.296e-01, eta: 2 days, 2:05:24, time: 0.677, data_time: 0.002, memory: 9444, top1_acc: 0.2562, top5_acc: 0.5062, loss_cls: 3.4687, loss: 3.4687, grad_norm: 1.0130 2020-07-23 05:32:01,001 - mmaction - INFO - Epoch [58][200/940] lr: 5.296e-01, eta: 2 days, 2:04:45, time: 0.683, data_time: 0.002, memory: 9444, top1_acc: 0.2699, top5_acc: 0.5250, loss_cls: 3.3919, loss: 3.3919, grad_norm: 0.9929 2020-07-23 05:32:14,675 - mmaction - INFO - Epoch [58][220/940] lr: 5.296e-01, eta: 2 days, 2:04:06, time: 0.682, data_time: 0.002, memory: 9444, top1_acc: 0.2633, top5_acc: 0.5006, loss_cls: 3.4748, loss: 3.4748, grad_norm: 1.0035 2020-07-23 05:32:28,425 - mmaction - INFO - Epoch [58][240/940] lr: 5.296e-01, eta: 2 days, 2:03:28, time: 0.688, data_time: 0.003, memory: 9444, top1_acc: 0.2506, top5_acc: 0.4904, loss_cls: 3.5287, loss: 3.5287, grad_norm: 0.9845 2020-07-23 05:32:42,087 - mmaction - INFO - Epoch [58][260/940] lr: 5.296e-01, eta: 2 days, 2:02:49, time: 0.682, data_time: 0.003, memory: 9444, top1_acc: 0.2531, top5_acc: 0.5025, loss_cls: 3.4758, loss: 3.4758, grad_norm: 0.9920 2020-07-23 05:32:56,398 - mmaction - INFO - Epoch [58][280/940] lr: 5.296e-01, eta: 2 days, 2:02:12, time: 0.717, data_time: 0.003, memory: 9444, top1_acc: 0.2750, top5_acc: 0.5221, loss_cls: 3.4154, loss: 3.4154, grad_norm: 0.9962 2020-07-23 05:33:10,384 - mmaction - INFO - Epoch [58][300/940] lr: 5.296e-01, eta: 2 days, 2:01:35, time: 0.699, data_time: 0.002, memory: 9444, top1_acc: 0.2613, top5_acc: 0.5059, loss_cls: 3.4812, loss: 3.4812, grad_norm: 0.9881 2020-07-23 05:33:23,497 - mmaction - INFO - Epoch [58][320/940] lr: 5.296e-01, eta: 2 days, 2:00:54, time: 0.656, data_time: 0.002, memory: 9444, top1_acc: 0.2611, top5_acc: 0.4980, loss_cls: 3.4826, loss: 3.4826, grad_norm: 0.9965 2020-07-23 05:33:37,560 - mmaction - INFO - Epoch [58][340/940] lr: 5.296e-01, eta: 2 days, 2:00:17, time: 0.703, data_time: 0.002, memory: 9444, top1_acc: 0.2684, top5_acc: 0.5180, loss_cls: 3.4176, loss: 3.4176, grad_norm: 0.9748 2020-07-23 05:33:50,708 - mmaction - INFO - Epoch [58][360/940] lr: 5.296e-01, eta: 2 days, 1:59:36, time: 0.657, data_time: 0.002, memory: 9444, top1_acc: 0.2652, top5_acc: 0.5174, loss_cls: 3.4115, loss: 3.4115, grad_norm: 1.0044 2020-07-23 05:34:04,225 - mmaction - INFO - Epoch [58][380/940] lr: 5.296e-01, eta: 2 days, 1:58:57, time: 0.677, data_time: 0.003, memory: 9444, top1_acc: 0.2637, top5_acc: 0.5180, loss_cls: 3.4312, loss: 3.4312, grad_norm: 1.0058 2020-07-23 05:34:18,110 - mmaction - INFO - Epoch [58][400/940] lr: 5.296e-01, eta: 2 days, 1:58:19, time: 0.694, data_time: 0.001, memory: 9444, top1_acc: 0.2682, top5_acc: 0.5154, loss_cls: 3.4376, loss: 3.4376, grad_norm: 1.0021 2020-07-23 05:34:31,764 - mmaction - INFO - Epoch [58][420/940] lr: 5.296e-01, eta: 2 days, 1:57:40, time: 0.683, data_time: 0.002, memory: 9444, top1_acc: 0.2670, top5_acc: 0.5117, loss_cls: 3.4289, loss: 3.4289, grad_norm: 1.0103 2020-07-23 05:34:45,833 - mmaction - INFO - Epoch [58][440/940] lr: 5.296e-01, eta: 2 days, 1:57:03, time: 0.704, data_time: 0.002, memory: 9444, top1_acc: 0.2559, top5_acc: 0.5033, loss_cls: 3.4526, loss: 3.4526, grad_norm: 1.0017 2020-07-23 05:34:59,569 - mmaction - INFO - Epoch [58][460/940] lr: 5.296e-01, eta: 2 days, 1:56:25, time: 0.686, data_time: 0.002, memory: 9444, top1_acc: 0.2584, top5_acc: 0.5104, loss_cls: 3.4593, loss: 3.4593, grad_norm: 1.0022 2020-07-23 05:35:13,321 - mmaction - INFO - Epoch [58][480/940] lr: 5.296e-01, eta: 2 days, 1:55:46, time: 0.687, data_time: 0.002, memory: 9444, top1_acc: 0.2734, top5_acc: 0.5148, loss_cls: 3.4303, loss: 3.4303, grad_norm: 1.0151 2020-07-23 05:35:27,774 - mmaction - INFO - Epoch [58][500/940] lr: 5.296e-01, eta: 2 days, 1:55:11, time: 0.724, data_time: 0.002, memory: 9444, top1_acc: 0.2654, top5_acc: 0.5193, loss_cls: 3.3886, loss: 3.3886, grad_norm: 0.9967 2020-07-23 05:35:41,923 - mmaction - INFO - Epoch [58][520/940] lr: 5.296e-01, eta: 2 days, 1:54:34, time: 0.708, data_time: 0.002, memory: 9444, top1_acc: 0.2557, top5_acc: 0.5141, loss_cls: 3.4570, loss: 3.4570, grad_norm: 1.0152 2020-07-23 05:35:55,921 - mmaction - INFO - Epoch [58][540/940] lr: 5.296e-01, eta: 2 days, 1:53:56, time: 0.699, data_time: 0.002, memory: 9444, top1_acc: 0.2789, top5_acc: 0.5193, loss_cls: 3.3925, loss: 3.3925, grad_norm: 0.9826 2020-07-23 05:36:08,983 - mmaction - INFO - Epoch [58][560/940] lr: 5.296e-01, eta: 2 days, 1:53:16, time: 0.654, data_time: 0.003, memory: 9444, top1_acc: 0.2654, top5_acc: 0.5055, loss_cls: 3.4839, loss: 3.4839, grad_norm: 0.9967 2020-07-23 05:36:23,550 - mmaction - INFO - Epoch [58][580/940] lr: 5.296e-01, eta: 2 days, 1:52:40, time: 0.728, data_time: 0.002, memory: 9444, top1_acc: 0.2656, top5_acc: 0.5158, loss_cls: 3.4114, loss: 3.4114, grad_norm: 1.0005 2020-07-23 05:36:36,974 - mmaction - INFO - Epoch [58][600/940] lr: 5.296e-01, eta: 2 days, 1:52:01, time: 0.671, data_time: 0.002, memory: 9444, top1_acc: 0.2543, top5_acc: 0.5109, loss_cls: 3.4429, loss: 3.4429, grad_norm: 0.9890 2020-07-23 05:36:50,984 - mmaction - INFO - Epoch [58][620/940] lr: 5.296e-01, eta: 2 days, 1:51:24, time: 0.701, data_time: 0.004, memory: 9444, top1_acc: 0.2580, top5_acc: 0.5109, loss_cls: 3.4235, loss: 3.4235, grad_norm: 0.9912 2020-07-23 05:37:05,534 - mmaction - INFO - Epoch [58][640/940] lr: 5.296e-01, eta: 2 days, 1:50:48, time: 0.727, data_time: 0.002, memory: 9444, top1_acc: 0.2652, top5_acc: 0.5145, loss_cls: 3.4320, loss: 3.4320, grad_norm: 1.0090 2020-07-23 05:37:18,465 - mmaction - INFO - Epoch [58][660/940] lr: 5.296e-01, eta: 2 days, 1:50:07, time: 0.647, data_time: 0.003, memory: 9444, top1_acc: 0.2676, top5_acc: 0.5174, loss_cls: 3.4346, loss: 3.4346, grad_norm: 1.0023 2020-07-23 05:37:32,711 - mmaction - INFO - Epoch [58][680/940] lr: 5.296e-01, eta: 2 days, 1:49:31, time: 0.711, data_time: 0.002, memory: 9444, top1_acc: 0.2729, top5_acc: 0.5164, loss_cls: 3.4373, loss: 3.4373, grad_norm: 1.0020 2020-07-23 05:37:45,691 - mmaction - INFO - Epoch [58][700/940] lr: 5.296e-01, eta: 2 days, 1:48:50, time: 0.649, data_time: 0.003, memory: 9444, top1_acc: 0.2605, top5_acc: 0.5162, loss_cls: 3.4383, loss: 3.4383, grad_norm: 0.9847 2020-07-23 05:38:00,067 - mmaction - INFO - Epoch [58][720/940] lr: 5.296e-01, eta: 2 days, 1:48:14, time: 0.719, data_time: 0.017, memory: 9444, top1_acc: 0.2521, top5_acc: 0.4992, loss_cls: 3.5181, loss: 3.5181, grad_norm: 1.0055 2020-07-23 05:38:15,234 - mmaction - INFO - Epoch [58][740/940] lr: 5.296e-01, eta: 2 days, 1:47:41, time: 0.758, data_time: 0.002, memory: 9444, top1_acc: 0.2787, top5_acc: 0.5119, loss_cls: 3.4479, loss: 3.4479, grad_norm: 0.9967 2020-07-23 05:38:28,860 - mmaction - INFO - Epoch [58][760/940] lr: 5.296e-01, eta: 2 days, 1:47:02, time: 0.682, data_time: 0.003, memory: 9444, top1_acc: 0.2615, top5_acc: 0.5137, loss_cls: 3.4409, loss: 3.4409, grad_norm: 0.9868 2020-07-23 05:38:43,101 - mmaction - INFO - Epoch [58][780/940] lr: 5.296e-01, eta: 2 days, 1:46:26, time: 0.712, data_time: 0.003, memory: 9444, top1_acc: 0.2730, top5_acc: 0.5111, loss_cls: 3.4397, loss: 3.4397, grad_norm: 1.0147 2020-07-23 05:38:56,158 - mmaction - INFO - Epoch [58][800/940] lr: 5.296e-01, eta: 2 days, 1:45:45, time: 0.653, data_time: 0.006, memory: 9444, top1_acc: 0.2619, top5_acc: 0.5090, loss_cls: 3.4587, loss: 3.4587, grad_norm: 0.9880 2020-07-23 05:39:10,156 - mmaction - INFO - Epoch [58][820/940] lr: 5.296e-01, eta: 2 days, 1:45:08, time: 0.700, data_time: 0.003, memory: 9444, top1_acc: 0.2635, top5_acc: 0.5041, loss_cls: 3.4838, loss: 3.4838, grad_norm: 0.9821 2020-07-23 05:39:24,575 - mmaction - INFO - Epoch [58][840/940] lr: 5.296e-01, eta: 2 days, 1:44:33, time: 0.721, data_time: 0.002, memory: 9444, top1_acc: 0.2641, top5_acc: 0.5146, loss_cls: 3.4628, loss: 3.4628, grad_norm: 1.0030 2020-07-23 05:39:37,559 - mmaction - INFO - Epoch [58][860/940] lr: 5.296e-01, eta: 2 days, 1:43:52, time: 0.649, data_time: 0.002, memory: 9444, top1_acc: 0.2635, top5_acc: 0.5066, loss_cls: 3.4593, loss: 3.4593, grad_norm: 1.0086 2020-07-23 05:39:52,153 - mmaction - INFO - Epoch [58][880/940] lr: 5.296e-01, eta: 2 days, 1:43:17, time: 0.729, data_time: 0.004, memory: 9444, top1_acc: 0.2613, top5_acc: 0.5021, loss_cls: 3.4967, loss: 3.4967, grad_norm: 0.9743 2020-07-23 05:40:05,095 - mmaction - INFO - Epoch [58][900/940] lr: 5.296e-01, eta: 2 days, 1:42:36, time: 0.648, data_time: 0.004, memory: 9444, top1_acc: 0.2568, top5_acc: 0.5168, loss_cls: 3.4677, loss: 3.4677, grad_norm: 0.9904 2020-07-23 05:40:19,452 - mmaction - INFO - Epoch [58][920/940] lr: 5.296e-01, eta: 2 days, 1:42:00, time: 0.718, data_time: 0.003, memory: 9444, top1_acc: 0.2678, top5_acc: 0.5217, loss_cls: 3.4473, loss: 3.4473, grad_norm: 0.9877 2020-07-23 05:40:31,668 - mmaction - INFO - Epoch [58][940/940] lr: 5.296e-01, eta: 2 days, 1:41:17, time: 0.612, data_time: 0.002, memory: 9444, top1_acc: 0.2606, top5_acc: 0.5075, loss_cls: 3.4886, loss: 3.4886, grad_norm: 1.0151 2020-07-23 05:43:28,755 - mmaction - INFO - Epoch [59][20/940] lr: 5.272e-01, eta: 2 days, 1:49:39, time: 8.593, data_time: 6.872, memory: 9444, top1_acc: 0.2795, top5_acc: 0.5150, loss_cls: 3.4264, loss: 3.4264, grad_norm: 1.0100 2020-07-23 05:43:41,887 - mmaction - INFO - Epoch [59][40/940] lr: 5.272e-01, eta: 2 days, 1:48:59, time: 0.657, data_time: 0.003, memory: 9444, top1_acc: 0.2605, top5_acc: 0.5010, loss_cls: 3.4976, loss: 3.4976, grad_norm: 0.9905 2020-07-23 05:43:55,737 - mmaction - INFO - Epoch [59][60/940] lr: 5.272e-01, eta: 2 days, 1:48:21, time: 0.692, data_time: 0.003, memory: 9444, top1_acc: 0.2686, top5_acc: 0.5195, loss_cls: 3.4305, loss: 3.4305, grad_norm: 1.0233 2020-07-23 05:44:09,643 - mmaction - INFO - Epoch [59][80/940] lr: 5.272e-01, eta: 2 days, 1:47:43, time: 0.696, data_time: 0.003, memory: 9444, top1_acc: 0.2596, top5_acc: 0.5035, loss_cls: 3.4619, loss: 3.4619, grad_norm: 1.0041 2020-07-23 05:44:22,530 - mmaction - INFO - Epoch [59][100/940] lr: 5.272e-01, eta: 2 days, 1:47:02, time: 0.644, data_time: 0.002, memory: 9444, top1_acc: 0.2715, top5_acc: 0.5229, loss_cls: 3.4097, loss: 3.4097, grad_norm: 0.9913 2020-07-23 05:44:36,246 - mmaction - INFO - Epoch [59][120/940] lr: 5.272e-01, eta: 2 days, 1:46:24, time: 0.684, data_time: 0.003, memory: 9444, top1_acc: 0.2687, top5_acc: 0.5150, loss_cls: 3.4296, loss: 3.4296, grad_norm: 1.0113 2020-07-23 05:44:49,621 - mmaction - INFO - Epoch [59][140/940] lr: 5.272e-01, eta: 2 days, 1:45:45, time: 0.671, data_time: 0.005, memory: 9444, top1_acc: 0.2697, top5_acc: 0.5230, loss_cls: 3.3938, loss: 3.3938, grad_norm: 0.9929 2020-07-23 05:45:03,388 - mmaction - INFO - Epoch [59][160/940] lr: 5.272e-01, eta: 2 days, 1:45:07, time: 0.688, data_time: 0.002, memory: 9444, top1_acc: 0.2744, top5_acc: 0.5191, loss_cls: 3.3705, loss: 3.3705, grad_norm: 1.0191 2020-07-23 05:45:16,426 - mmaction - INFO - Epoch [59][180/940] lr: 5.272e-01, eta: 2 days, 1:44:26, time: 0.651, data_time: 0.003, memory: 9444, top1_acc: 0.2662, top5_acc: 0.5102, loss_cls: 3.4280, loss: 3.4280, grad_norm: 0.9956 2020-07-23 05:45:30,371 - mmaction - INFO - Epoch [59][200/940] lr: 5.272e-01, eta: 2 days, 1:43:49, time: 0.697, data_time: 0.018, memory: 9444, top1_acc: 0.2516, top5_acc: 0.5160, loss_cls: 3.4997, loss: 3.4997, grad_norm: 0.9923 2020-07-23 05:45:43,857 - mmaction - INFO - Epoch [59][220/940] lr: 5.272e-01, eta: 2 days, 1:43:10, time: 0.677, data_time: 0.004, memory: 9444, top1_acc: 0.2602, top5_acc: 0.5123, loss_cls: 3.4561, loss: 3.4561, grad_norm: 0.9823 2020-07-23 05:45:57,790 - mmaction - INFO - Epoch [59][240/940] lr: 5.272e-01, eta: 2 days, 1:42:33, time: 0.696, data_time: 0.001, memory: 9444, top1_acc: 0.2658, top5_acc: 0.5127, loss_cls: 3.4055, loss: 3.4055, grad_norm: 0.9945 2020-07-23 05:46:10,688 - mmaction - INFO - Epoch [59][260/940] lr: 5.272e-01, eta: 2 days, 1:41:52, time: 0.645, data_time: 0.003, memory: 9444, top1_acc: 0.2631, top5_acc: 0.5041, loss_cls: 3.4527, loss: 3.4527, grad_norm: 0.9995 2020-07-23 05:46:25,037 - mmaction - INFO - Epoch [59][280/940] lr: 5.272e-01, eta: 2 days, 1:41:16, time: 0.716, data_time: 0.002, memory: 9444, top1_acc: 0.2678, top5_acc: 0.5133, loss_cls: 3.4743, loss: 3.4743, grad_norm: 1.0095 2020-07-23 05:46:38,958 - mmaction - INFO - Epoch [59][300/940] lr: 5.272e-01, eta: 2 days, 1:40:39, time: 0.698, data_time: 0.004, memory: 9444, top1_acc: 0.2748, top5_acc: 0.5213, loss_cls: 3.4040, loss: 3.4040, grad_norm: 0.9939 2020-07-23 05:46:53,339 - mmaction - INFO - Epoch [59][320/940] lr: 5.272e-01, eta: 2 days, 1:40:03, time: 0.719, data_time: 0.002, memory: 9444, top1_acc: 0.2820, top5_acc: 0.5182, loss_cls: 3.4187, loss: 3.4187, grad_norm: 1.0044 2020-07-23 05:47:06,435 - mmaction - INFO - Epoch [59][340/940] lr: 5.272e-01, eta: 2 days, 1:39:23, time: 0.655, data_time: 0.002, memory: 9444, top1_acc: 0.2529, top5_acc: 0.5023, loss_cls: 3.5150, loss: 3.5150, grad_norm: 0.9854 2020-07-23 05:47:20,067 - mmaction - INFO - Epoch [59][360/940] lr: 5.272e-01, eta: 2 days, 1:38:45, time: 0.681, data_time: 0.002, memory: 9444, top1_acc: 0.2629, top5_acc: 0.5066, loss_cls: 3.4704, loss: 3.4704, grad_norm: 0.9873 2020-07-23 05:47:33,986 - mmaction - INFO - Epoch [59][380/940] lr: 5.272e-01, eta: 2 days, 1:38:08, time: 0.696, data_time: 0.003, memory: 9444, top1_acc: 0.2699, top5_acc: 0.5127, loss_cls: 3.4289, loss: 3.4289, grad_norm: 1.0010 2020-07-23 05:47:47,089 - mmaction - INFO - Epoch [59][400/940] lr: 5.272e-01, eta: 2 days, 1:37:28, time: 0.656, data_time: 0.002, memory: 9444, top1_acc: 0.2584, top5_acc: 0.5107, loss_cls: 3.4290, loss: 3.4290, grad_norm: 0.9862 2020-07-23 05:48:01,537 - mmaction - INFO - Epoch [59][420/940] lr: 5.272e-01, eta: 2 days, 1:36:52, time: 0.722, data_time: 0.002, memory: 9444, top1_acc: 0.2676, top5_acc: 0.5143, loss_cls: 3.4451, loss: 3.4451, grad_norm: 0.9866 2020-07-23 05:48:15,787 - mmaction - INFO - Epoch [59][440/940] lr: 5.272e-01, eta: 2 days, 1:36:16, time: 0.712, data_time: 0.002, memory: 9444, top1_acc: 0.2637, top5_acc: 0.5086, loss_cls: 3.4439, loss: 3.4439, grad_norm: 0.9988 2020-07-23 05:48:29,363 - mmaction - INFO - Epoch [59][460/940] lr: 5.272e-01, eta: 2 days, 1:35:38, time: 0.679, data_time: 0.003, memory: 9444, top1_acc: 0.2756, top5_acc: 0.5178, loss_cls: 3.4299, loss: 3.4299, grad_norm: 1.0024 2020-07-23 05:48:43,125 - mmaction - INFO - Epoch [59][480/940] lr: 5.272e-01, eta: 2 days, 1:35:00, time: 0.689, data_time: 0.002, memory: 9444, top1_acc: 0.2678, top5_acc: 0.5041, loss_cls: 3.4692, loss: 3.4692, grad_norm: 0.9806 2020-07-23 05:48:56,881 - mmaction - INFO - Epoch [59][500/940] lr: 5.272e-01, eta: 2 days, 1:34:22, time: 0.688, data_time: 0.001, memory: 9444, top1_acc: 0.2635, top5_acc: 0.5129, loss_cls: 3.4505, loss: 3.4505, grad_norm: 0.9926 2020-07-23 05:49:10,594 - mmaction - INFO - Epoch [59][520/940] lr: 5.272e-01, eta: 2 days, 1:33:44, time: 0.685, data_time: 0.001, memory: 9444, top1_acc: 0.2693, top5_acc: 0.5043, loss_cls: 3.4510, loss: 3.4510, grad_norm: 0.9980 2020-07-23 05:49:24,768 - mmaction - INFO - Epoch [59][540/940] lr: 5.272e-01, eta: 2 days, 1:33:08, time: 0.708, data_time: 0.002, memory: 9444, top1_acc: 0.2682, top5_acc: 0.5162, loss_cls: 3.4191, loss: 3.4191, grad_norm: 1.0072 2020-07-23 05:49:38,444 - mmaction - INFO - Epoch [59][560/940] lr: 5.272e-01, eta: 2 days, 1:32:30, time: 0.684, data_time: 0.003, memory: 9444, top1_acc: 0.2725, top5_acc: 0.5178, loss_cls: 3.4316, loss: 3.4316, grad_norm: 0.9876 2020-07-23 05:49:52,400 - mmaction - INFO - Epoch [59][580/940] lr: 5.272e-01, eta: 2 days, 1:31:53, time: 0.698, data_time: 0.002, memory: 9444, top1_acc: 0.2631, top5_acc: 0.5195, loss_cls: 3.4309, loss: 3.4309, grad_norm: 1.0206 2020-07-23 05:50:05,641 - mmaction - INFO - Epoch [59][600/940] lr: 5.272e-01, eta: 2 days, 1:31:14, time: 0.662, data_time: 0.019, memory: 9444, top1_acc: 0.2588, top5_acc: 0.5084, loss_cls: 3.4775, loss: 3.4775, grad_norm: 0.9990 2020-07-23 05:50:22,027 - mmaction - INFO - Epoch [59][620/940] lr: 5.272e-01, eta: 2 days, 1:30:45, time: 0.818, data_time: 0.004, memory: 9444, top1_acc: 0.2715, top5_acc: 0.5119, loss_cls: 3.4385, loss: 3.4385, grad_norm: 0.9980 2020-07-23 05:50:36,211 - mmaction - INFO - Epoch [59][640/940] lr: 5.272e-01, eta: 2 days, 1:30:09, time: 0.711, data_time: 0.004, memory: 9444, top1_acc: 0.2631, top5_acc: 0.5135, loss_cls: 3.4768, loss: 3.4768, grad_norm: 0.9890 2020-07-23 05:50:49,762 - mmaction - INFO - Epoch [59][660/940] lr: 5.272e-01, eta: 2 days, 1:29:31, time: 0.677, data_time: 0.016, memory: 9444, top1_acc: 0.2736, top5_acc: 0.5074, loss_cls: 3.4094, loss: 3.4094, grad_norm: 0.9909 2020-07-23 05:51:02,983 - mmaction - INFO - Epoch [59][680/940] lr: 5.272e-01, eta: 2 days, 1:28:51, time: 0.662, data_time: 0.003, memory: 9444, top1_acc: 0.2611, top5_acc: 0.5064, loss_cls: 3.4531, loss: 3.4531, grad_norm: 0.9844 2020-07-23 05:51:16,700 - mmaction - INFO - Epoch [59][700/940] lr: 5.272e-01, eta: 2 days, 1:28:14, time: 0.686, data_time: 0.002, memory: 9444, top1_acc: 0.2709, top5_acc: 0.5121, loss_cls: 3.4436, loss: 3.4436, grad_norm: 0.9861 2020-07-23 05:51:31,315 - mmaction - INFO - Epoch [59][720/940] lr: 5.272e-01, eta: 2 days, 1:27:39, time: 0.730, data_time: 0.002, memory: 9444, top1_acc: 0.2725, top5_acc: 0.5174, loss_cls: 3.4068, loss: 3.4068, grad_norm: 1.0009 2020-07-23 05:51:45,247 - mmaction - INFO - Epoch [59][740/940] lr: 5.272e-01, eta: 2 days, 1:27:02, time: 0.696, data_time: 0.013, memory: 9444, top1_acc: 0.2605, top5_acc: 0.5098, loss_cls: 3.4519, loss: 3.4519, grad_norm: 1.0000 2020-07-23 05:51:59,580 - mmaction - INFO - Epoch [59][760/940] lr: 5.272e-01, eta: 2 days, 1:26:27, time: 0.718, data_time: 0.004, memory: 9444, top1_acc: 0.2615, top5_acc: 0.5094, loss_cls: 3.4473, loss: 3.4473, grad_norm: 1.0109 2020-07-23 05:52:12,605 - mmaction - INFO - Epoch [59][780/940] lr: 5.272e-01, eta: 2 days, 1:25:47, time: 0.651, data_time: 0.002, memory: 9444, top1_acc: 0.2660, top5_acc: 0.5176, loss_cls: 3.4353, loss: 3.4353, grad_norm: 1.0094 2020-07-23 05:52:26,969 - mmaction - INFO - Epoch [59][800/940] lr: 5.272e-01, eta: 2 days, 1:25:11, time: 0.717, data_time: 0.002, memory: 9444, top1_acc: 0.2582, top5_acc: 0.4926, loss_cls: 3.4914, loss: 3.4914, grad_norm: 0.9832 2020-07-23 05:52:40,693 - mmaction - INFO - Epoch [59][820/940] lr: 5.272e-01, eta: 2 days, 1:24:34, time: 0.686, data_time: 0.003, memory: 9444, top1_acc: 0.2645, top5_acc: 0.5072, loss_cls: 3.4741, loss: 3.4741, grad_norm: 1.0010 2020-07-23 05:52:54,467 - mmaction - INFO - Epoch [59][840/940] lr: 5.272e-01, eta: 2 days, 1:23:56, time: 0.689, data_time: 0.004, memory: 9444, top1_acc: 0.2613, top5_acc: 0.5066, loss_cls: 3.4603, loss: 3.4603, grad_norm: 1.0069 2020-07-23 05:53:08,044 - mmaction - INFO - Epoch [59][860/940] lr: 5.272e-01, eta: 2 days, 1:23:19, time: 0.679, data_time: 0.003, memory: 9444, top1_acc: 0.2719, top5_acc: 0.5027, loss_cls: 3.4363, loss: 3.4363, grad_norm: 1.0031 2020-07-23 05:53:22,376 - mmaction - INFO - Epoch [59][880/940] lr: 5.272e-01, eta: 2 days, 1:22:43, time: 0.715, data_time: 0.003, memory: 9444, top1_acc: 0.2676, top5_acc: 0.5100, loss_cls: 3.4541, loss: 3.4541, grad_norm: 0.9920 2020-07-23 05:53:37,196 - mmaction - INFO - Epoch [59][900/940] lr: 5.272e-01, eta: 2 days, 1:22:09, time: 0.742, data_time: 0.003, memory: 9444, top1_acc: 0.2699, top5_acc: 0.5152, loss_cls: 3.3977, loss: 3.3977, grad_norm: 0.9867 2020-07-23 05:53:50,175 - mmaction - INFO - Epoch [59][920/940] lr: 5.272e-01, eta: 2 days, 1:21:29, time: 0.650, data_time: 0.003, memory: 9444, top1_acc: 0.2633, top5_acc: 0.5252, loss_cls: 3.3932, loss: 3.3932, grad_norm: 1.0026 2020-07-23 05:54:03,149 - mmaction - INFO - Epoch [59][940/940] lr: 5.272e-01, eta: 2 days, 1:20:49, time: 0.649, data_time: 0.002, memory: 9444, top1_acc: 0.2612, top5_acc: 0.5039, loss_cls: 3.5040, loss: 3.5040, grad_norm: 1.0072 2020-07-23 05:56:34,796 - mmaction - INFO - Epoch [60][20/940] lr: 5.247e-01, eta: 2 days, 1:27:36, time: 7.346, data_time: 6.515, memory: 9444, top1_acc: 0.2674, top5_acc: 0.5092, loss_cls: 3.4542, loss: 3.4542, grad_norm: 1.0045 2020-07-23 05:56:49,697 - mmaction - INFO - Epoch [60][40/940] lr: 5.247e-01, eta: 2 days, 1:27:03, time: 0.744, data_time: 0.001, memory: 9444, top1_acc: 0.2686, top5_acc: 0.5168, loss_cls: 3.4143, loss: 3.4143, grad_norm: 1.0030 2020-07-23 05:57:02,528 - mmaction - INFO - Epoch [60][60/940] lr: 5.247e-01, eta: 2 days, 1:26:22, time: 0.642, data_time: 0.004, memory: 9444, top1_acc: 0.2707, top5_acc: 0.5215, loss_cls: 3.3906, loss: 3.3906, grad_norm: 1.0118 2020-07-23 05:57:17,297 - mmaction - INFO - Epoch [60][80/940] lr: 5.247e-01, eta: 2 days, 1:25:48, time: 0.738, data_time: 0.002, memory: 9444, top1_acc: 0.2621, top5_acc: 0.5158, loss_cls: 3.3964, loss: 3.3964, grad_norm: 1.0103 2020-07-23 05:57:30,091 - mmaction - INFO - Epoch [60][100/940] lr: 5.247e-01, eta: 2 days, 1:25:07, time: 0.639, data_time: 0.003, memory: 9444, top1_acc: 0.2709, top5_acc: 0.5004, loss_cls: 3.4168, loss: 3.4168, grad_norm: 1.0140 2020-07-23 05:57:44,778 - mmaction - INFO - Epoch [60][120/940] lr: 5.247e-01, eta: 2 days, 1:24:33, time: 0.735, data_time: 0.002, memory: 9444, top1_acc: 0.2619, top5_acc: 0.5127, loss_cls: 3.4594, loss: 3.4594, grad_norm: 1.0054 2020-07-23 05:57:58,156 - mmaction - INFO - Epoch [60][140/940] lr: 5.247e-01, eta: 2 days, 1:23:54, time: 0.669, data_time: 0.003, memory: 9444, top1_acc: 0.2664, top5_acc: 0.5045, loss_cls: 3.4418, loss: 3.4418, grad_norm: 0.9964 2020-07-23 05:58:11,745 - mmaction - INFO - Epoch [60][160/940] lr: 5.247e-01, eta: 2 days, 1:23:16, time: 0.679, data_time: 0.002, memory: 9444, top1_acc: 0.2725, top5_acc: 0.5170, loss_cls: 3.4023, loss: 3.4023, grad_norm: 1.0235 2020-07-23 05:58:24,883 - mmaction - INFO - Epoch [60][180/940] lr: 5.247e-01, eta: 2 days, 1:22:37, time: 0.657, data_time: 0.004, memory: 9444, top1_acc: 0.2555, top5_acc: 0.5057, loss_cls: 3.4922, loss: 3.4922, grad_norm: 1.0025 2020-07-23 05:58:38,585 - mmaction - INFO - Epoch [60][200/940] lr: 5.247e-01, eta: 2 days, 1:21:59, time: 0.685, data_time: 0.003, memory: 9444, top1_acc: 0.2715, top5_acc: 0.5125, loss_cls: 3.4173, loss: 3.4173, grad_norm: 0.9791 2020-07-23 05:58:51,557 - mmaction - INFO - Epoch [60][220/940] lr: 5.247e-01, eta: 2 days, 1:21:19, time: 0.648, data_time: 0.003, memory: 9444, top1_acc: 0.2738, top5_acc: 0.5234, loss_cls: 3.3849, loss: 3.3849, grad_norm: 1.0005 2020-07-23 05:59:05,934 - mmaction - INFO - Epoch [60][240/940] lr: 5.247e-01, eta: 2 days, 1:20:44, time: 0.720, data_time: 0.003, memory: 9444, top1_acc: 0.2678, top5_acc: 0.5182, loss_cls: 3.4368, loss: 3.4368, grad_norm: 1.0121 2020-07-23 05:59:19,536 - mmaction - INFO - Epoch [60][260/940] lr: 5.247e-01, eta: 2 days, 1:20:06, time: 0.680, data_time: 0.002, memory: 9444, top1_acc: 0.2598, top5_acc: 0.5041, loss_cls: 3.5008, loss: 3.5008, grad_norm: 1.0307 2020-07-23 05:59:34,189 - mmaction - INFO - Epoch [60][280/940] lr: 5.247e-01, eta: 2 days, 1:19:32, time: 0.733, data_time: 0.003, memory: 9444, top1_acc: 0.2664, top5_acc: 0.5178, loss_cls: 3.4241, loss: 3.4241, grad_norm: 1.0150 2020-07-23 05:59:47,514 - mmaction - INFO - Epoch [60][300/940] lr: 5.247e-01, eta: 2 days, 1:18:53, time: 0.666, data_time: 0.002, memory: 9444, top1_acc: 0.2656, top5_acc: 0.5082, loss_cls: 3.4458, loss: 3.4458, grad_norm: 0.9966 2020-07-23 06:00:00,426 - mmaction - INFO - Epoch [60][320/940] lr: 5.247e-01, eta: 2 days, 1:18:13, time: 0.647, data_time: 0.002, memory: 9444, top1_acc: 0.2781, top5_acc: 0.5207, loss_cls: 3.3866, loss: 3.3866, grad_norm: 1.0038 2020-07-23 06:00:19,405 - mmaction - INFO - Epoch [60][340/940] lr: 5.247e-01, eta: 2 days, 1:17:53, time: 0.945, data_time: 0.006, memory: 9444, top1_acc: 0.2607, top5_acc: 0.5121, loss_cls: 3.4491, loss: 3.4491, grad_norm: 1.0199 2020-07-23 06:00:32,969 - mmaction - INFO - Epoch [60][360/940] lr: 5.247e-01, eta: 2 days, 1:17:15, time: 0.675, data_time: 0.014, memory: 9444, top1_acc: 0.2713, top5_acc: 0.5107, loss_cls: 3.4068, loss: 3.4068, grad_norm: 0.9900 2020-07-23 06:00:46,939 - mmaction - INFO - Epoch [60][380/940] lr: 5.247e-01, eta: 2 days, 1:16:39, time: 0.704, data_time: 0.022, memory: 9444, top1_acc: 0.2730, top5_acc: 0.5215, loss_cls: 3.4061, loss: 3.4061, grad_norm: 0.9905 2020-07-23 06:01:00,499 - mmaction - INFO - Epoch [60][400/940] lr: 5.247e-01, eta: 2 days, 1:16:01, time: 0.679, data_time: 0.002, memory: 9444, top1_acc: 0.2742, top5_acc: 0.5088, loss_cls: 3.4346, loss: 3.4346, grad_norm: 0.9945 2020-07-23 06:01:14,411 - mmaction - INFO - Epoch [60][420/940] lr: 5.247e-01, eta: 2 days, 1:15:24, time: 0.695, data_time: 0.003, memory: 9444, top1_acc: 0.2658, top5_acc: 0.5135, loss_cls: 3.4346, loss: 3.4346, grad_norm: 1.0213 2020-07-23 06:01:28,015 - mmaction - INFO - Epoch [60][440/940] lr: 5.247e-01, eta: 2 days, 1:14:47, time: 0.680, data_time: 0.004, memory: 9444, top1_acc: 0.2619, top5_acc: 0.5029, loss_cls: 3.4837, loss: 3.4837, grad_norm: 1.0122 2020-07-23 06:01:42,415 - mmaction - INFO - Epoch [60][460/940] lr: 5.247e-01, eta: 2 days, 1:14:12, time: 0.719, data_time: 0.010, memory: 9444, top1_acc: 0.2600, top5_acc: 0.5016, loss_cls: 3.4707, loss: 3.4707, grad_norm: 0.9880 2020-07-23 06:01:55,395 - mmaction - INFO - Epoch [60][480/940] lr: 5.247e-01, eta: 2 days, 1:13:32, time: 0.650, data_time: 0.003, memory: 9444, top1_acc: 0.2605, top5_acc: 0.5000, loss_cls: 3.4877, loss: 3.4877, grad_norm: 1.0044 2020-07-23 06:02:09,370 - mmaction - INFO - Epoch [60][500/940] lr: 5.247e-01, eta: 2 days, 1:12:56, time: 0.699, data_time: 0.002, memory: 9444, top1_acc: 0.2648, top5_acc: 0.5184, loss_cls: 3.4242, loss: 3.4242, grad_norm: 1.0006 2020-07-23 06:02:22,367 - mmaction - INFO - Epoch [60][520/940] lr: 5.247e-01, eta: 2 days, 1:12:16, time: 0.650, data_time: 0.002, memory: 9444, top1_acc: 0.2672, top5_acc: 0.5018, loss_cls: 3.4546, loss: 3.4546, grad_norm: 0.9749 2020-07-23 06:02:36,351 - mmaction - INFO - Epoch [60][540/940] lr: 5.247e-01, eta: 2 days, 1:11:40, time: 0.697, data_time: 0.002, memory: 9444, top1_acc: 0.2734, top5_acc: 0.5168, loss_cls: 3.3984, loss: 3.3984, grad_norm: 1.0038 2020-07-23 06:02:50,315 - mmaction - INFO - Epoch [60][560/940] lr: 5.247e-01, eta: 2 days, 1:11:03, time: 0.698, data_time: 0.003, memory: 9444, top1_acc: 0.2715, top5_acc: 0.5133, loss_cls: 3.4405, loss: 3.4405, grad_norm: 1.0155 2020-07-23 06:03:03,492 - mmaction - INFO - Epoch [60][580/940] lr: 5.247e-01, eta: 2 days, 1:10:24, time: 0.661, data_time: 0.003, memory: 9444, top1_acc: 0.2631, top5_acc: 0.5010, loss_cls: 3.4772, loss: 3.4772, grad_norm: 0.9826 2020-07-23 06:03:17,504 - mmaction - INFO - Epoch [60][600/940] lr: 5.247e-01, eta: 2 days, 1:09:48, time: 0.700, data_time: 0.003, memory: 9444, top1_acc: 0.2586, top5_acc: 0.5010, loss_cls: 3.4886, loss: 3.4886, grad_norm: 0.9647 2020-07-23 06:03:31,240 - mmaction - INFO - Epoch [60][620/940] lr: 5.247e-01, eta: 2 days, 1:09:11, time: 0.687, data_time: 0.002, memory: 9444, top1_acc: 0.2600, top5_acc: 0.5154, loss_cls: 3.4209, loss: 3.4209, grad_norm: 0.9931 2020-07-23 06:03:45,893 - mmaction - INFO - Epoch [60][640/940] lr: 5.247e-01, eta: 2 days, 1:08:37, time: 0.732, data_time: 0.002, memory: 9444, top1_acc: 0.2639, top5_acc: 0.5232, loss_cls: 3.3989, loss: 3.3989, grad_norm: 1.0127 2020-07-23 06:03:59,530 - mmaction - INFO - Epoch [60][660/940] lr: 5.247e-01, eta: 2 days, 1:08:00, time: 0.682, data_time: 0.003, memory: 9444, top1_acc: 0.2508, top5_acc: 0.5025, loss_cls: 3.4748, loss: 3.4748, grad_norm: 1.0087 2020-07-23 06:04:12,530 - mmaction - INFO - Epoch [60][680/940] lr: 5.247e-01, eta: 2 days, 1:07:20, time: 0.649, data_time: 0.002, memory: 9444, top1_acc: 0.2641, top5_acc: 0.5066, loss_cls: 3.4484, loss: 3.4484, grad_norm: 1.0100 2020-07-23 06:04:27,149 - mmaction - INFO - Epoch [60][700/940] lr: 5.247e-01, eta: 2 days, 1:06:46, time: 0.732, data_time: 0.003, memory: 9444, top1_acc: 0.2686, top5_acc: 0.5193, loss_cls: 3.4197, loss: 3.4197, grad_norm: 0.9897 2020-07-23 06:04:40,836 - mmaction - INFO - Epoch [60][720/940] lr: 5.247e-01, eta: 2 days, 1:06:09, time: 0.683, data_time: 0.002, memory: 9444, top1_acc: 0.2684, top5_acc: 0.5146, loss_cls: 3.4458, loss: 3.4458, grad_norm: 0.9999 2020-07-23 06:04:54,768 - mmaction - INFO - Epoch [60][740/940] lr: 5.247e-01, eta: 2 days, 1:05:33, time: 0.697, data_time: 0.003, memory: 9444, top1_acc: 0.2820, top5_acc: 0.5273, loss_cls: 3.3918, loss: 3.3918, grad_norm: 1.0046 2020-07-23 06:05:08,986 - mmaction - INFO - Epoch [60][760/940] lr: 5.247e-01, eta: 2 days, 1:04:57, time: 0.712, data_time: 0.002, memory: 9444, top1_acc: 0.2615, top5_acc: 0.5088, loss_cls: 3.4910, loss: 3.4910, grad_norm: 1.0110 2020-07-23 06:05:22,862 - mmaction - INFO - Epoch [60][780/940] lr: 5.247e-01, eta: 2 days, 1:04:21, time: 0.693, data_time: 0.002, memory: 9444, top1_acc: 0.2592, top5_acc: 0.5039, loss_cls: 3.4910, loss: 3.4910, grad_norm: 0.9958 2020-07-23 06:05:36,742 - mmaction - INFO - Epoch [60][800/940] lr: 5.247e-01, eta: 2 days, 1:03:44, time: 0.695, data_time: 0.003, memory: 9444, top1_acc: 0.2680, top5_acc: 0.5066, loss_cls: 3.4599, loss: 3.4599, grad_norm: 0.9893 2020-07-23 06:05:49,797 - mmaction - INFO - Epoch [60][820/940] lr: 5.247e-01, eta: 2 days, 1:03:05, time: 0.653, data_time: 0.003, memory: 9444, top1_acc: 0.2551, top5_acc: 0.4957, loss_cls: 3.5192, loss: 3.5192, grad_norm: 1.0291 2020-07-23 06:06:03,443 - mmaction - INFO - Epoch [60][840/940] lr: 5.247e-01, eta: 2 days, 1:02:28, time: 0.681, data_time: 0.003, memory: 9444, top1_acc: 0.2621, top5_acc: 0.5162, loss_cls: 3.4633, loss: 3.4633, grad_norm: 0.9990 2020-07-23 06:06:17,393 - mmaction - INFO - Epoch [60][860/940] lr: 5.247e-01, eta: 2 days, 1:01:52, time: 0.699, data_time: 0.003, memory: 9444, top1_acc: 0.2627, top5_acc: 0.5195, loss_cls: 3.4118, loss: 3.4118, grad_norm: 0.9990 2020-07-23 06:06:30,376 - mmaction - INFO - Epoch [60][880/940] lr: 5.247e-01, eta: 2 days, 1:01:12, time: 0.649, data_time: 0.002, memory: 9444, top1_acc: 0.2588, top5_acc: 0.5068, loss_cls: 3.4752, loss: 3.4752, grad_norm: 0.9900 2020-07-23 06:06:45,094 - mmaction - INFO - Epoch [60][900/940] lr: 5.247e-01, eta: 2 days, 1:00:39, time: 0.737, data_time: 0.003, memory: 9444, top1_acc: 0.2549, top5_acc: 0.5098, loss_cls: 3.4613, loss: 3.4613, grad_norm: 0.9849 2020-07-23 06:06:59,428 - mmaction - INFO - Epoch [60][920/940] lr: 5.247e-01, eta: 2 days, 1:00:04, time: 0.716, data_time: 0.002, memory: 9444, top1_acc: 0.2639, top5_acc: 0.5082, loss_cls: 3.4513, loss: 3.4513, grad_norm: 1.0091 2020-07-23 06:07:11,651 - mmaction - INFO - Epoch [60][940/940] lr: 5.247e-01, eta: 2 days, 0:59:22, time: 0.612, data_time: 0.003, memory: 9444, top1_acc: 0.2630, top5_acc: 0.5122, loss_cls: 3.4784, loss: 3.4784, grad_norm: 1.0233 2020-07-23 06:07:20,895 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-07-23 06:09:45,703 - mmaction - INFO - Epoch [61][20/940] lr: 5.223e-01, eta: 2 days, 1:05:51, time: 7.202, data_time: 6.537, memory: 9444, top1_acc: 0.2576, top5_acc: 0.5152, loss_cls: 3.4625, loss: 3.4625, grad_norm: 0.9916 2020-07-23 06:09:59,146 - mmaction - INFO - Epoch [61][40/940] lr: 5.223e-01, eta: 2 days, 1:05:13, time: 0.672, data_time: 0.002, memory: 9444, top1_acc: 0.2600, top5_acc: 0.5209, loss_cls: 3.4313, loss: 3.4313, grad_norm: 1.0241 2020-07-23 06:10:12,323 - mmaction - INFO - Epoch [61][60/940] lr: 5.223e-01, eta: 2 days, 1:04:34, time: 0.660, data_time: 0.002, memory: 9444, top1_acc: 0.2721, top5_acc: 0.5129, loss_cls: 3.4561, loss: 3.4561, grad_norm: 1.0141 2020-07-23 06:10:28,021 - mmaction - INFO - Epoch [61][80/940] lr: 5.223e-01, eta: 2 days, 1:04:03, time: 0.782, data_time: 0.001, memory: 9444, top1_acc: 0.2664, top5_acc: 0.5041, loss_cls: 3.4569, loss: 3.4569, grad_norm: 0.9694 2020-07-23 06:10:40,862 - mmaction - INFO - Epoch [61][100/940] lr: 5.223e-01, eta: 2 days, 1:03:24, time: 0.643, data_time: 0.004, memory: 9444, top1_acc: 0.2791, top5_acc: 0.5252, loss_cls: 3.3774, loss: 3.3774, grad_norm: 1.0069 2020-07-23 06:10:54,298 - mmaction - INFO - Epoch [61][120/940] lr: 5.223e-01, eta: 2 days, 1:02:46, time: 0.672, data_time: 0.004, memory: 9444, top1_acc: 0.2723, top5_acc: 0.5160, loss_cls: 3.4121, loss: 3.4121, grad_norm: 0.9936 2020-07-23 06:11:07,380 - mmaction - INFO - Epoch [61][140/940] lr: 5.223e-01, eta: 2 days, 1:02:07, time: 0.654, data_time: 0.003, memory: 9444, top1_acc: 0.2713, top5_acc: 0.5281, loss_cls: 3.3860, loss: 3.3860, grad_norm: 1.0064 2020-07-23 06:11:21,249 - mmaction - INFO - Epoch [61][160/940] lr: 5.223e-01, eta: 2 days, 1:01:30, time: 0.694, data_time: 0.003, memory: 9444, top1_acc: 0.2676, top5_acc: 0.5172, loss_cls: 3.4159, loss: 3.4159, grad_norm: 1.0101 2020-07-23 06:11:35,476 - mmaction - INFO - Epoch [61][180/940] lr: 5.223e-01, eta: 2 days, 1:00:55, time: 0.711, data_time: 0.002, memory: 9444, top1_acc: 0.2623, top5_acc: 0.5154, loss_cls: 3.4643, loss: 3.4643, grad_norm: 1.0156 2020-07-23 06:11:49,386 - mmaction - INFO - Epoch [61][200/940] lr: 5.223e-01, eta: 2 days, 1:00:19, time: 0.696, data_time: 0.002, memory: 9444, top1_acc: 0.2645, top5_acc: 0.5092, loss_cls: 3.4530, loss: 3.4530, grad_norm: 1.0083 2020-07-23 06:12:03,262 - mmaction - INFO - Epoch [61][220/940] lr: 5.223e-01, eta: 2 days, 0:59:42, time: 0.693, data_time: 0.003, memory: 9444, top1_acc: 0.2707, top5_acc: 0.5180, loss_cls: 3.3641, loss: 3.3641, grad_norm: 1.0143 2020-07-23 06:12:16,645 - mmaction - INFO - Epoch [61][240/940] lr: 5.223e-01, eta: 2 days, 0:59:04, time: 0.670, data_time: 0.003, memory: 9444, top1_acc: 0.2664, top5_acc: 0.5139, loss_cls: 3.4160, loss: 3.4160, grad_norm: 1.0081 2020-07-23 06:12:29,728 - mmaction - INFO - Epoch [61][260/940] lr: 5.223e-01, eta: 2 days, 0:58:25, time: 0.653, data_time: 0.003, memory: 9444, top1_acc: 0.2664, top5_acc: 0.5105, loss_cls: 3.4512, loss: 3.4512, grad_norm: 1.0200 2020-07-23 06:12:43,554 - mmaction - INFO - Epoch [61][280/940] lr: 5.223e-01, eta: 2 days, 0:57:49, time: 0.691, data_time: 0.004, memory: 9444, top1_acc: 0.2691, top5_acc: 0.5090, loss_cls: 3.4456, loss: 3.4456, grad_norm: 0.9953 2020-07-23 06:12:56,541 - mmaction - INFO - Epoch [61][300/940] lr: 5.223e-01, eta: 2 days, 0:57:10, time: 0.651, data_time: 0.003, memory: 9444, top1_acc: 0.2742, top5_acc: 0.5094, loss_cls: 3.4590, loss: 3.4590, grad_norm: 1.0086 2020-07-23 06:13:10,225 - mmaction - INFO - Epoch [61][320/940] lr: 5.223e-01, eta: 2 days, 0:56:33, time: 0.684, data_time: 0.002, memory: 9444, top1_acc: 0.2609, top5_acc: 0.5133, loss_cls: 3.4507, loss: 3.4507, grad_norm: 1.0164 2020-07-23 06:13:24,654 - mmaction - INFO - Epoch [61][340/940] lr: 5.223e-01, eta: 2 days, 0:55:58, time: 0.721, data_time: 0.002, memory: 9444, top1_acc: 0.2797, top5_acc: 0.5340, loss_cls: 3.3697, loss: 3.3697, grad_norm: 0.9786 2020-07-23 06:13:38,213 - mmaction - INFO - Epoch [61][360/940] lr: 5.223e-01, eta: 2 days, 0:55:21, time: 0.678, data_time: 0.002, memory: 9444, top1_acc: 0.2693, top5_acc: 0.5166, loss_cls: 3.4429, loss: 3.4429, grad_norm: 1.0165 2020-07-23 06:13:52,708 - mmaction - INFO - Epoch [61][380/940] lr: 5.223e-01, eta: 2 days, 0:54:47, time: 0.725, data_time: 0.003, memory: 9444, top1_acc: 0.2670, top5_acc: 0.5062, loss_cls: 3.4785, loss: 3.4785, grad_norm: 1.0108 2020-07-23 06:14:06,162 - mmaction - INFO - Epoch [61][400/940] lr: 5.223e-01, eta: 2 days, 0:54:09, time: 0.672, data_time: 0.003, memory: 9444, top1_acc: 0.2623, top5_acc: 0.5105, loss_cls: 3.4465, loss: 3.4465, grad_norm: 1.0084 2020-07-23 06:14:19,160 - mmaction - INFO - Epoch [61][420/940] lr: 5.223e-01, eta: 2 days, 0:53:30, time: 0.651, data_time: 0.003, memory: 9444, top1_acc: 0.2627, top5_acc: 0.5150, loss_cls: 3.4334, loss: 3.4334, grad_norm: 1.0009 2020-07-23 06:14:32,769 - mmaction - INFO - Epoch [61][440/940] lr: 5.223e-01, eta: 2 days, 0:52:53, time: 0.680, data_time: 0.002, memory: 9444, top1_acc: 0.2703, top5_acc: 0.5105, loss_cls: 3.4140, loss: 3.4140, grad_norm: 0.9876 2020-07-23 06:14:46,273 - mmaction - INFO - Epoch [61][460/940] lr: 5.223e-01, eta: 2 days, 0:52:16, time: 0.675, data_time: 0.003, memory: 9444, top1_acc: 0.2729, top5_acc: 0.5182, loss_cls: 3.4218, loss: 3.4218, grad_norm: 1.0010 2020-07-23 06:14:59,834 - mmaction - INFO - Epoch [61][480/940] lr: 5.223e-01, eta: 2 days, 0:51:38, time: 0.677, data_time: 0.006, memory: 9444, top1_acc: 0.2611, top5_acc: 0.5123, loss_cls: 3.4512, loss: 3.4512, grad_norm: 0.9927 2020-07-23 06:15:13,658 - mmaction - INFO - Epoch [61][500/940] lr: 5.223e-01, eta: 2 days, 0:51:02, time: 0.693, data_time: 0.004, memory: 9444, top1_acc: 0.2754, top5_acc: 0.5156, loss_cls: 3.4066, loss: 3.4066, grad_norm: 0.9924 2020-07-23 06:15:26,818 - mmaction - INFO - Epoch [61][520/940] lr: 5.223e-01, eta: 2 days, 0:50:23, time: 0.656, data_time: 0.002, memory: 9444, top1_acc: 0.2656, top5_acc: 0.5012, loss_cls: 3.4638, loss: 3.4638, grad_norm: 1.0035 2020-07-23 06:15:40,336 - mmaction - INFO - Epoch [61][540/940] lr: 5.223e-01, eta: 2 days, 0:49:46, time: 0.677, data_time: 0.004, memory: 9444, top1_acc: 0.2605, top5_acc: 0.5139, loss_cls: 3.4435, loss: 3.4435, grad_norm: 1.0096 2020-07-23 06:15:54,435 - mmaction - INFO - Epoch [61][560/940] lr: 5.223e-01, eta: 2 days, 0:49:11, time: 0.705, data_time: 0.002, memory: 9444, top1_acc: 0.2682, top5_acc: 0.5072, loss_cls: 3.4505, loss: 3.4505, grad_norm: 0.9963 2020-07-23 06:16:08,004 - mmaction - INFO - Epoch [61][580/940] lr: 5.223e-01, eta: 2 days, 0:48:34, time: 0.678, data_time: 0.002, memory: 9444, top1_acc: 0.2687, top5_acc: 0.5201, loss_cls: 3.4017, loss: 3.4017, grad_norm: 0.9948 2020-07-23 06:16:23,229 - mmaction - INFO - Epoch [61][600/940] lr: 5.223e-01, eta: 2 days, 0:48:02, time: 0.761, data_time: 0.003, memory: 9444, top1_acc: 0.2607, top5_acc: 0.5113, loss_cls: 3.4590, loss: 3.4590, grad_norm: 1.0471 2020-07-23 06:16:36,858 - mmaction - INFO - Epoch [61][620/940] lr: 5.223e-01, eta: 2 days, 0:47:25, time: 0.682, data_time: 0.002, memory: 9444, top1_acc: 0.2635, top5_acc: 0.5123, loss_cls: 3.4348, loss: 3.4348, grad_norm: 0.9858 2020-07-23 06:16:51,720 - mmaction - INFO - Epoch [61][640/940] lr: 5.223e-01, eta: 2 days, 0:46:52, time: 0.743, data_time: 0.003, memory: 9444, top1_acc: 0.2713, top5_acc: 0.5229, loss_cls: 3.4117, loss: 3.4117, grad_norm: 1.0055 2020-07-23 06:17:05,713 - mmaction - INFO - Epoch [61][660/940] lr: 5.223e-01, eta: 2 days, 0:46:17, time: 0.700, data_time: 0.002, memory: 9444, top1_acc: 0.2713, top5_acc: 0.5145, loss_cls: 3.4266, loss: 3.4266, grad_norm: 1.0033 2020-07-23 06:17:18,800 - mmaction - INFO - Epoch [61][680/940] lr: 5.223e-01, eta: 2 days, 0:45:38, time: 0.653, data_time: 0.002, memory: 9444, top1_acc: 0.2637, top5_acc: 0.5109, loss_cls: 3.4497, loss: 3.4497, grad_norm: 1.0059 2020-07-23 06:17:33,426 - mmaction - INFO - Epoch [61][700/940] lr: 5.223e-01, eta: 2 days, 0:45:04, time: 0.732, data_time: 0.004, memory: 9444, top1_acc: 0.2652, top5_acc: 0.5172, loss_cls: 3.4194, loss: 3.4194, grad_norm: 0.9952 2020-07-23 06:17:46,312 - mmaction - INFO - Epoch [61][720/940] lr: 5.223e-01, eta: 2 days, 0:44:25, time: 0.645, data_time: 0.004, memory: 9444, top1_acc: 0.2574, top5_acc: 0.5125, loss_cls: 3.4548, loss: 3.4548, grad_norm: 1.0194 2020-07-23 06:18:00,420 - mmaction - INFO - Epoch [61][740/940] lr: 5.223e-01, eta: 2 days, 0:43:50, time: 0.705, data_time: 0.002, memory: 9444, top1_acc: 0.2695, top5_acc: 0.5172, loss_cls: 3.4122, loss: 3.4122, grad_norm: 0.9982 2020-07-23 06:18:14,972 - mmaction - INFO - Epoch [61][760/940] lr: 5.223e-01, eta: 2 days, 0:43:16, time: 0.729, data_time: 0.003, memory: 9444, top1_acc: 0.2529, top5_acc: 0.5049, loss_cls: 3.4989, loss: 3.4989, grad_norm: 1.0104 2020-07-23 06:18:27,864 - mmaction - INFO - Epoch [61][780/940] lr: 5.223e-01, eta: 2 days, 0:42:37, time: 0.644, data_time: 0.002, memory: 9444, top1_acc: 0.2662, top5_acc: 0.5129, loss_cls: 3.4259, loss: 3.4259, grad_norm: 0.9890 2020-07-23 06:18:40,728 - mmaction - INFO - Epoch [61][800/940] lr: 5.223e-01, eta: 2 days, 0:41:58, time: 0.642, data_time: 0.002, memory: 9444, top1_acc: 0.2648, top5_acc: 0.5119, loss_cls: 3.4235, loss: 3.4235, grad_norm: 1.0060 2020-07-23 06:18:55,390 - mmaction - INFO - Epoch [61][820/940] lr: 5.223e-01, eta: 2 days, 0:41:25, time: 0.734, data_time: 0.004, memory: 9444, top1_acc: 0.2660, top5_acc: 0.5174, loss_cls: 3.4281, loss: 3.4281, grad_norm: 0.9945 2020-07-23 06:19:08,832 - mmaction - INFO - Epoch [61][840/940] lr: 5.223e-01, eta: 2 days, 0:40:47, time: 0.673, data_time: 0.003, memory: 9444, top1_acc: 0.2529, top5_acc: 0.5098, loss_cls: 3.4894, loss: 3.4894, grad_norm: 1.0005 2020-07-23 06:19:22,574 - mmaction - INFO - Epoch [61][860/940] lr: 5.223e-01, eta: 2 days, 0:40:11, time: 0.687, data_time: 0.003, memory: 9444, top1_acc: 0.2645, top5_acc: 0.5172, loss_cls: 3.4259, loss: 3.4259, grad_norm: 0.9931 2020-07-23 06:19:36,511 - mmaction - INFO - Epoch [61][880/940] lr: 5.223e-01, eta: 2 days, 0:39:35, time: 0.696, data_time: 0.002, memory: 9444, top1_acc: 0.2586, top5_acc: 0.5012, loss_cls: 3.4665, loss: 3.4665, grad_norm: 1.0106 2020-07-23 06:19:50,247 - mmaction - INFO - Epoch [61][900/940] lr: 5.223e-01, eta: 2 days, 0:38:59, time: 0.685, data_time: 0.003, memory: 9444, top1_acc: 0.2617, top5_acc: 0.5061, loss_cls: 3.4758, loss: 3.4758, grad_norm: 0.9971 2020-07-23 06:20:03,266 - mmaction - INFO - Epoch [61][920/940] lr: 5.223e-01, eta: 2 days, 0:38:21, time: 0.653, data_time: 0.004, memory: 9444, top1_acc: 0.2719, top5_acc: 0.5186, loss_cls: 3.4061, loss: 3.4061, grad_norm: 0.9957 2020-07-23 06:20:15,461 - mmaction - INFO - Epoch [61][940/940] lr: 5.223e-01, eta: 2 days, 0:37:39, time: 0.610, data_time: 0.002, memory: 9444, top1_acc: 0.2571, top5_acc: 0.5043, loss_cls: 3.4704, loss: 3.4704, grad_norm: 1.0055 2020-07-23 06:23:03,534 - mmaction - INFO - Epoch [62][20/940] lr: 5.198e-01, eta: 2 days, 0:45:06, time: 8.243, data_time: 7.110, memory: 9444, top1_acc: 0.2687, top5_acc: 0.5279, loss_cls: 3.3721, loss: 3.3721, grad_norm: 1.0230 2020-07-23 06:23:17,437 - mmaction - INFO - Epoch [62][40/940] lr: 5.198e-01, eta: 2 days, 0:44:30, time: 0.695, data_time: 0.003, memory: 9444, top1_acc: 0.2746, top5_acc: 0.5061, loss_cls: 3.4425, loss: 3.4425, grad_norm: 1.0093 2020-07-23 06:23:30,780 - mmaction - INFO - Epoch [62][60/940] lr: 5.198e-01, eta: 2 days, 0:43:52, time: 0.667, data_time: 0.002, memory: 9444, top1_acc: 0.2742, top5_acc: 0.5182, loss_cls: 3.3892, loss: 3.3892, grad_norm: 1.0118 2020-07-23 06:23:44,637 - mmaction - INFO - Epoch [62][80/940] lr: 5.198e-01, eta: 2 days, 0:43:16, time: 0.693, data_time: 0.002, memory: 9444, top1_acc: 0.2645, top5_acc: 0.5225, loss_cls: 3.4241, loss: 3.4241, grad_norm: 1.0193 2020-07-23 06:23:59,234 - mmaction - INFO - Epoch [62][100/940] lr: 5.198e-01, eta: 2 days, 0:42:43, time: 0.729, data_time: 0.002, memory: 9444, top1_acc: 0.2588, top5_acc: 0.5172, loss_cls: 3.4265, loss: 3.4265, grad_norm: 1.0056 2020-07-23 06:24:12,443 - mmaction - INFO - Epoch [62][120/940] lr: 5.198e-01, eta: 2 days, 0:42:05, time: 0.660, data_time: 0.002, memory: 9444, top1_acc: 0.2623, top5_acc: 0.5137, loss_cls: 3.4183, loss: 3.4183, grad_norm: 1.0017 2020-07-23 06:24:26,449 - mmaction - INFO - Epoch [62][140/940] lr: 5.198e-01, eta: 2 days, 0:41:29, time: 0.701, data_time: 0.003, memory: 9444, top1_acc: 0.2695, top5_acc: 0.5139, loss_cls: 3.4394, loss: 3.4394, grad_norm: 1.0187 2020-07-23 06:24:39,882 - mmaction - INFO - Epoch [62][160/940] lr: 5.198e-01, eta: 2 days, 0:40:52, time: 0.671, data_time: 0.002, memory: 9444, top1_acc: 0.2670, top5_acc: 0.5057, loss_cls: 3.4429, loss: 3.4429, grad_norm: 1.0128 2020-07-23 06:24:53,390 - mmaction - INFO - Epoch [62][180/940] lr: 5.198e-01, eta: 2 days, 0:40:15, time: 0.676, data_time: 0.004, memory: 9444, top1_acc: 0.2746, top5_acc: 0.5205, loss_cls: 3.4069, loss: 3.4069, grad_norm: 0.9906 2020-07-23 06:25:07,901 - mmaction - INFO - Epoch [62][200/940] lr: 5.198e-01, eta: 2 days, 0:39:41, time: 0.726, data_time: 0.004, memory: 9444, top1_acc: 0.2795, top5_acc: 0.5264, loss_cls: 3.3890, loss: 3.3890, grad_norm: 1.0046 2020-07-23 06:25:20,810 - mmaction - INFO - Epoch [62][220/940] lr: 5.198e-01, eta: 2 days, 0:39:02, time: 0.645, data_time: 0.001, memory: 9444, top1_acc: 0.2746, top5_acc: 0.5260, loss_cls: 3.3770, loss: 3.3770, grad_norm: 0.9986 2020-07-23 06:25:34,708 - mmaction - INFO - Epoch [62][240/940] lr: 5.198e-01, eta: 2 days, 0:38:26, time: 0.695, data_time: 0.003, memory: 9444, top1_acc: 0.2725, top5_acc: 0.5199, loss_cls: 3.4143, loss: 3.4143, grad_norm: 1.0306 2020-07-23 06:25:49,172 - mmaction - INFO - Epoch [62][260/940] lr: 5.198e-01, eta: 2 days, 0:37:52, time: 0.724, data_time: 0.003, memory: 9444, top1_acc: 0.2658, top5_acc: 0.5092, loss_cls: 3.4654, loss: 3.4654, grad_norm: 1.0165 2020-07-23 06:26:02,393 - mmaction - INFO - Epoch [62][280/940] lr: 5.198e-01, eta: 2 days, 0:37:14, time: 0.661, data_time: 0.002, memory: 9444, top1_acc: 0.2604, top5_acc: 0.5273, loss_cls: 3.4160, loss: 3.4160, grad_norm: 1.0093 2020-07-23 06:26:15,353 - mmaction - INFO - Epoch [62][300/940] lr: 5.198e-01, eta: 2 days, 0:36:36, time: 0.648, data_time: 0.002, memory: 9444, top1_acc: 0.2826, top5_acc: 0.5318, loss_cls: 3.3618, loss: 3.3618, grad_norm: 1.0126 2020-07-23 06:26:29,588 - mmaction - INFO - Epoch [62][320/940] lr: 5.198e-01, eta: 2 days, 0:36:01, time: 0.712, data_time: 0.003, memory: 9444, top1_acc: 0.2766, top5_acc: 0.5156, loss_cls: 3.4107, loss: 3.4107, grad_norm: 1.0008 2020-07-23 06:27:05,707 - mmaction - INFO - Epoch [62][340/940] lr: 5.198e-01, eta: 2 days, 0:36:36, time: 1.806, data_time: 0.004, memory: 9444, top1_acc: 0.2707, top5_acc: 0.5141, loss_cls: 3.4045, loss: 3.4045, grad_norm: 1.0214 2020-07-23 06:27:19,831 - mmaction - INFO - Epoch [62][360/940] lr: 5.198e-01, eta: 2 days, 0:36:01, time: 0.706, data_time: 0.003, memory: 9444, top1_acc: 0.2723, top5_acc: 0.5166, loss_cls: 3.4336, loss: 3.4336, grad_norm: 1.0200 2020-07-23 06:27:34,220 - mmaction - INFO - Epoch [62][380/940] lr: 5.198e-01, eta: 2 days, 0:35:27, time: 0.720, data_time: 0.003, memory: 9444, top1_acc: 0.2654, top5_acc: 0.5154, loss_cls: 3.4128, loss: 3.4128, grad_norm: 1.0149 2020-07-23 06:27:47,164 - mmaction - INFO - Epoch [62][400/940] lr: 5.198e-01, eta: 2 days, 0:34:48, time: 0.647, data_time: 0.002, memory: 9444, top1_acc: 0.2709, top5_acc: 0.5248, loss_cls: 3.4052, loss: 3.4052, grad_norm: 1.0197 2020-07-23 06:28:01,293 - mmaction - INFO - Epoch [62][420/940] lr: 5.198e-01, eta: 2 days, 0:34:13, time: 0.707, data_time: 0.003, memory: 9444, top1_acc: 0.2623, top5_acc: 0.5094, loss_cls: 3.4534, loss: 3.4534, grad_norm: 1.0168 2020-07-23 06:28:15,102 - mmaction - INFO - Epoch [62][440/940] lr: 5.198e-01, eta: 2 days, 0:33:37, time: 0.690, data_time: 0.002, memory: 9444, top1_acc: 0.2697, top5_acc: 0.5156, loss_cls: 3.4195, loss: 3.4195, grad_norm: 1.0281 2020-07-23 06:28:28,495 - mmaction - INFO - Epoch [62][460/940] lr: 5.198e-01, eta: 2 days, 0:33:00, time: 0.668, data_time: 0.003, memory: 9444, top1_acc: 0.2672, top5_acc: 0.5172, loss_cls: 3.4299, loss: 3.4299, grad_norm: 1.0124 2020-07-23 06:28:42,418 - mmaction - INFO - Epoch [62][480/940] lr: 5.198e-01, eta: 2 days, 0:32:24, time: 0.698, data_time: 0.015, memory: 9444, top1_acc: 0.2594, top5_acc: 0.5176, loss_cls: 3.4263, loss: 3.4263, grad_norm: 1.0166 2020-07-23 06:28:55,317 - mmaction - INFO - Epoch [62][500/940] lr: 5.198e-01, eta: 2 days, 0:31:46, time: 0.645, data_time: 0.003, memory: 9444, top1_acc: 0.2750, top5_acc: 0.5129, loss_cls: 3.4363, loss: 3.4363, grad_norm: 1.0203 2020-07-23 06:29:09,289 - mmaction - INFO - Epoch [62][520/940] lr: 5.198e-01, eta: 2 days, 0:31:10, time: 0.698, data_time: 0.003, memory: 9444, top1_acc: 0.2645, top5_acc: 0.5074, loss_cls: 3.4530, loss: 3.4530, grad_norm: 0.9829 2020-07-23 06:29:23,072 - mmaction - INFO - Epoch [62][540/940] lr: 5.198e-01, eta: 2 days, 0:30:34, time: 0.690, data_time: 0.003, memory: 9444, top1_acc: 0.2709, top5_acc: 0.5166, loss_cls: 3.4053, loss: 3.4053, grad_norm: 1.0107 2020-07-23 06:29:36,010 - mmaction - INFO - Epoch [62][560/940] lr: 5.198e-01, eta: 2 days, 0:29:56, time: 0.647, data_time: 0.003, memory: 9444, top1_acc: 0.2586, top5_acc: 0.5037, loss_cls: 3.4657, loss: 3.4657, grad_norm: 1.0077 2020-07-23 06:29:51,167 - mmaction - INFO - Epoch [62][580/940] lr: 5.198e-01, eta: 2 days, 0:29:24, time: 0.757, data_time: 0.002, memory: 9444, top1_acc: 0.2656, top5_acc: 0.5260, loss_cls: 3.4043, loss: 3.4043, grad_norm: 1.0115 2020-07-23 06:30:04,715 - mmaction - INFO - Epoch [62][600/940] lr: 5.198e-01, eta: 2 days, 0:28:47, time: 0.677, data_time: 0.003, memory: 9444, top1_acc: 0.2650, top5_acc: 0.5076, loss_cls: 3.4492, loss: 3.4492, grad_norm: 0.9998 2020-07-23 06:30:19,072 - mmaction - INFO - Epoch [62][620/940] lr: 5.198e-01, eta: 2 days, 0:28:13, time: 0.718, data_time: 0.002, memory: 9444, top1_acc: 0.2732, top5_acc: 0.5246, loss_cls: 3.4262, loss: 3.4262, grad_norm: 0.9990 2020-07-23 06:30:32,752 - mmaction - INFO - Epoch [62][640/940] lr: 5.198e-01, eta: 2 days, 0:27:37, time: 0.684, data_time: 0.003, memory: 9444, top1_acc: 0.2564, top5_acc: 0.5135, loss_cls: 3.4590, loss: 3.4590, grad_norm: 1.0088 2020-07-23 06:30:45,860 - mmaction - INFO - Epoch [62][660/940] lr: 5.198e-01, eta: 2 days, 0:26:59, time: 0.655, data_time: 0.002, memory: 9444, top1_acc: 0.2793, top5_acc: 0.5150, loss_cls: 3.4117, loss: 3.4117, grad_norm: 1.0300 2020-07-23 06:31:00,063 - mmaction - INFO - Epoch [62][680/940] lr: 5.198e-01, eta: 2 days, 0:26:25, time: 0.709, data_time: 0.002, memory: 9444, top1_acc: 0.2713, top5_acc: 0.5209, loss_cls: 3.4116, loss: 3.4116, grad_norm: 1.0181 2020-07-23 06:31:13,528 - mmaction - INFO - Epoch [62][700/940] lr: 5.198e-01, eta: 2 days, 0:25:48, time: 0.674, data_time: 0.004, memory: 9444, top1_acc: 0.2740, top5_acc: 0.5176, loss_cls: 3.4226, loss: 3.4226, grad_norm: 0.9899 2020-07-23 06:31:27,624 - mmaction - INFO - Epoch [62][720/940] lr: 5.198e-01, eta: 2 days, 0:25:13, time: 0.706, data_time: 0.044, memory: 9444, top1_acc: 0.2637, top5_acc: 0.5094, loss_cls: 3.4598, loss: 3.4598, grad_norm: 1.0055 2020-07-23 06:31:42,278 - mmaction - INFO - Epoch [62][740/940] lr: 5.198e-01, eta: 2 days, 0:24:40, time: 0.728, data_time: 0.002, memory: 9444, top1_acc: 0.2641, top5_acc: 0.5148, loss_cls: 3.4266, loss: 3.4266, grad_norm: 1.0055 2020-07-23 06:31:57,100 - mmaction - INFO - Epoch [62][760/940] lr: 5.198e-01, eta: 2 days, 0:24:07, time: 0.745, data_time: 0.005, memory: 9444, top1_acc: 0.2672, top5_acc: 0.5121, loss_cls: 3.4602, loss: 3.4602, grad_norm: 1.0026 2020-07-23 06:32:11,284 - mmaction - INFO - Epoch [62][780/940] lr: 5.198e-01, eta: 2 days, 0:23:33, time: 0.709, data_time: 0.003, memory: 9444, top1_acc: 0.2676, top5_acc: 0.5145, loss_cls: 3.4409, loss: 3.4409, grad_norm: 0.9975 2020-07-23 06:32:24,198 - mmaction - INFO - Epoch [62][800/940] lr: 5.198e-01, eta: 2 days, 0:22:54, time: 0.646, data_time: 0.002, memory: 9444, top1_acc: 0.2668, top5_acc: 0.5170, loss_cls: 3.4336, loss: 3.4336, grad_norm: 1.0144 2020-07-23 06:32:37,065 - mmaction - INFO - Epoch [62][820/940] lr: 5.198e-01, eta: 2 days, 0:22:16, time: 0.643, data_time: 0.003, memory: 9444, top1_acc: 0.2641, top5_acc: 0.5199, loss_cls: 3.4230, loss: 3.4230, grad_norm: 1.0209 2020-07-23 06:32:51,763 - mmaction - INFO - Epoch [62][840/940] lr: 5.198e-01, eta: 2 days, 0:21:43, time: 0.735, data_time: 0.002, memory: 9444, top1_acc: 0.2600, top5_acc: 0.5113, loss_cls: 3.4633, loss: 3.4633, grad_norm: 1.0018 2020-07-23 06:33:05,285 - mmaction - INFO - Epoch [62][860/940] lr: 5.198e-01, eta: 2 days, 0:21:07, time: 0.677, data_time: 0.002, memory: 9444, top1_acc: 0.2691, top5_acc: 0.5133, loss_cls: 3.4209, loss: 3.4209, grad_norm: 1.0009 2020-07-23 06:33:18,819 - mmaction - INFO - Epoch [62][880/940] lr: 5.198e-01, eta: 2 days, 0:20:30, time: 0.676, data_time: 0.002, memory: 9444, top1_acc: 0.2664, top5_acc: 0.5145, loss_cls: 3.4311, loss: 3.4311, grad_norm: 1.0164 2020-07-23 06:33:32,497 - mmaction - INFO - Epoch [62][900/940] lr: 5.198e-01, eta: 2 days, 0:19:54, time: 0.683, data_time: 0.003, memory: 9444, top1_acc: 0.2725, top5_acc: 0.5125, loss_cls: 3.4251, loss: 3.4251, grad_norm: 1.0306 2020-07-23 06:33:46,881 - mmaction - INFO - Epoch [62][920/940] lr: 5.198e-01, eta: 2 days, 0:19:20, time: 0.720, data_time: 0.003, memory: 9444, top1_acc: 0.2645, top5_acc: 0.5092, loss_cls: 3.4666, loss: 3.4666, grad_norm: 0.9930 2020-07-23 06:33:59,162 - mmaction - INFO - Epoch [62][940/940] lr: 5.198e-01, eta: 2 days, 0:18:40, time: 0.615, data_time: 0.002, memory: 9444, top1_acc: 0.2737, top5_acc: 0.5118, loss_cls: 3.4602, loss: 3.4602, grad_norm: 1.0221 2020-07-23 06:36:28,698 - mmaction - INFO - Epoch [63][20/940] lr: 5.173e-01, eta: 2 days, 0:24:43, time: 7.070, data_time: 6.260, memory: 9444, top1_acc: 0.2762, top5_acc: 0.5154, loss_cls: 3.3952, loss: 3.3952, grad_norm: 1.0091 2020-07-23 06:36:42,317 - mmaction - INFO - Epoch [63][40/940] lr: 5.173e-01, eta: 2 days, 0:24:07, time: 0.678, data_time: 0.018, memory: 9444, top1_acc: 0.2734, top5_acc: 0.5225, loss_cls: 3.3959, loss: 3.3959, grad_norm: 1.0173 2020-07-23 06:36:56,079 - mmaction - INFO - Epoch [63][60/940] lr: 5.173e-01, eta: 2 days, 0:23:31, time: 0.690, data_time: 0.004, memory: 9444, top1_acc: 0.2627, top5_acc: 0.5107, loss_cls: 3.4636, loss: 3.4636, grad_norm: 1.0244 2020-07-23 06:37:09,859 - mmaction - INFO - Epoch [63][80/940] lr: 5.173e-01, eta: 2 days, 0:22:56, time: 0.689, data_time: 0.002, memory: 9444, top1_acc: 0.2725, top5_acc: 0.5205, loss_cls: 3.4052, loss: 3.4052, grad_norm: 1.0330 2020-07-23 06:37:23,597 - mmaction - INFO - Epoch [63][100/940] lr: 5.173e-01, eta: 2 days, 0:22:20, time: 0.687, data_time: 0.002, memory: 9444, top1_acc: 0.2793, top5_acc: 0.5273, loss_cls: 3.3856, loss: 3.3856, grad_norm: 1.0266 2020-07-23 06:37:36,509 - mmaction - INFO - Epoch [63][120/940] lr: 5.173e-01, eta: 2 days, 0:21:41, time: 0.646, data_time: 0.002, memory: 9444, top1_acc: 0.2795, top5_acc: 0.5123, loss_cls: 3.3825, loss: 3.3825, grad_norm: 1.0339 2020-07-23 06:37:50,353 - mmaction - INFO - Epoch [63][140/940] lr: 5.173e-01, eta: 2 days, 0:21:06, time: 0.691, data_time: 0.001, memory: 9444, top1_acc: 0.2662, top5_acc: 0.5123, loss_cls: 3.4326, loss: 3.4326, grad_norm: 1.0178 2020-07-23 06:38:03,229 - mmaction - INFO - Epoch [63][160/940] lr: 5.173e-01, eta: 2 days, 0:20:27, time: 0.644, data_time: 0.003, memory: 9444, top1_acc: 0.2578, top5_acc: 0.5072, loss_cls: 3.4720, loss: 3.4720, grad_norm: 1.0040 2020-07-23 06:38:16,134 - mmaction - INFO - Epoch [63][180/940] lr: 5.173e-01, eta: 2 days, 0:19:49, time: 0.644, data_time: 0.002, memory: 9444, top1_acc: 0.2637, top5_acc: 0.5068, loss_cls: 3.4431, loss: 3.4431, grad_norm: 0.9948 2020-07-23 06:38:29,519 - mmaction - INFO - Epoch [63][200/940] lr: 5.173e-01, eta: 2 days, 0:19:12, time: 0.670, data_time: 0.003, memory: 9444, top1_acc: 0.2697, top5_acc: 0.5268, loss_cls: 3.3962, loss: 3.3962, grad_norm: 1.0063 2020-07-23 06:38:42,444 - mmaction - INFO - Epoch [63][220/940] lr: 5.173e-01, eta: 2 days, 0:18:33, time: 0.646, data_time: 0.003, memory: 9444, top1_acc: 0.2727, top5_acc: 0.5061, loss_cls: 3.4504, loss: 3.4504, grad_norm: 0.9928 2020-07-23 06:38:55,458 - mmaction - INFO - Epoch [63][240/940] lr: 5.173e-01, eta: 2 days, 0:17:55, time: 0.651, data_time: 0.002, memory: 9444, top1_acc: 0.2701, top5_acc: 0.5121, loss_cls: 3.4511, loss: 3.4511, grad_norm: 1.0182 2020-07-23 06:39:09,292 - mmaction - INFO - Epoch [63][260/940] lr: 5.173e-01, eta: 2 days, 0:17:20, time: 0.692, data_time: 0.002, memory: 9444, top1_acc: 0.2605, top5_acc: 0.5072, loss_cls: 3.4758, loss: 3.4758, grad_norm: 1.0208 2020-07-23 06:39:22,694 - mmaction - INFO - Epoch [63][280/940] lr: 5.173e-01, eta: 2 days, 0:16:43, time: 0.669, data_time: 0.002, memory: 9444, top1_acc: 0.2723, top5_acc: 0.5197, loss_cls: 3.4271, loss: 3.4271, grad_norm: 1.0102 2020-07-23 06:39:36,735 - mmaction - INFO - Epoch [63][300/940] lr: 5.173e-01, eta: 2 days, 0:16:08, time: 0.702, data_time: 0.004, memory: 9444, top1_acc: 0.2732, top5_acc: 0.5211, loss_cls: 3.4023, loss: 3.4023, grad_norm: 1.0157 2020-07-23 06:39:50,394 - mmaction - INFO - Epoch [63][320/940] lr: 5.173e-01, eta: 2 days, 0:15:32, time: 0.684, data_time: 0.003, memory: 9444, top1_acc: 0.2645, top5_acc: 0.5156, loss_cls: 3.4484, loss: 3.4484, grad_norm: 1.0179 2020-07-23 06:40:04,244 - mmaction - INFO - Epoch [63][340/940] lr: 5.173e-01, eta: 2 days, 0:14:57, time: 0.693, data_time: 0.002, memory: 9444, top1_acc: 0.2713, top5_acc: 0.5162, loss_cls: 3.4038, loss: 3.4038, grad_norm: 1.0033 2020-07-23 06:40:17,991 - mmaction - INFO - Epoch [63][360/940] lr: 5.173e-01, eta: 2 days, 0:14:21, time: 0.687, data_time: 0.002, memory: 9444, top1_acc: 0.2633, top5_acc: 0.5125, loss_cls: 3.4277, loss: 3.4277, grad_norm: 1.0105 2020-07-23 06:40:31,809 - mmaction - INFO - Epoch [63][380/940] lr: 5.173e-01, eta: 2 days, 0:13:46, time: 0.691, data_time: 0.003, memory: 9444, top1_acc: 0.2807, top5_acc: 0.5279, loss_cls: 3.3581, loss: 3.3581, grad_norm: 1.0084 2020-07-23 06:40:45,972 - mmaction - INFO - Epoch [63][400/940] lr: 5.173e-01, eta: 2 days, 0:13:12, time: 0.709, data_time: 0.003, memory: 9444, top1_acc: 0.2711, top5_acc: 0.5213, loss_cls: 3.3988, loss: 3.3988, grad_norm: 1.0062 2020-07-23 06:40:59,523 - mmaction - INFO - Epoch [63][420/940] lr: 5.173e-01, eta: 2 days, 0:12:35, time: 0.677, data_time: 0.002, memory: 9444, top1_acc: 0.2619, top5_acc: 0.5053, loss_cls: 3.4665, loss: 3.4665, grad_norm: 1.0058 2020-07-23 06:41:13,427 - mmaction - INFO - Epoch [63][440/940] lr: 5.173e-01, eta: 2 days, 0:12:00, time: 0.694, data_time: 0.003, memory: 9444, top1_acc: 0.2687, top5_acc: 0.5189, loss_cls: 3.4085, loss: 3.4085, grad_norm: 1.0192 2020-07-23 06:41:26,434 - mmaction - INFO - Epoch [63][460/940] lr: 5.173e-01, eta: 2 days, 0:11:22, time: 0.651, data_time: 0.004, memory: 9444, top1_acc: 0.2762, top5_acc: 0.5289, loss_cls: 3.3867, loss: 3.3867, grad_norm: 1.0214 2020-07-23 06:41:40,328 - mmaction - INFO - Epoch [63][480/940] lr: 5.173e-01, eta: 2 days, 0:10:47, time: 0.695, data_time: 0.002, memory: 9444, top1_acc: 0.2766, top5_acc: 0.5203, loss_cls: 3.4038, loss: 3.4038, grad_norm: 0.9871 2020-07-23 06:41:54,167 - mmaction - INFO - Epoch [63][500/940] lr: 5.173e-01, eta: 2 days, 0:10:12, time: 0.693, data_time: 0.002, memory: 9444, top1_acc: 0.2670, top5_acc: 0.5066, loss_cls: 3.4570, loss: 3.4570, grad_norm: 1.0116 2020-07-23 06:42:07,025 - mmaction - INFO - Epoch [63][520/940] lr: 5.173e-01, eta: 2 days, 0:09:34, time: 0.642, data_time: 0.002, memory: 9444, top1_acc: 0.2654, top5_acc: 0.5221, loss_cls: 3.4195, loss: 3.4195, grad_norm: 1.0097 2020-07-23 06:42:20,511 - mmaction - INFO - Epoch [63][540/940] lr: 5.173e-01, eta: 2 days, 0:08:58, time: 0.674, data_time: 0.002, memory: 9444, top1_acc: 0.2736, top5_acc: 0.5199, loss_cls: 3.3924, loss: 3.3924, grad_norm: 1.0108 2020-07-23 06:42:33,672 - mmaction - INFO - Epoch [63][560/940] lr: 5.173e-01, eta: 2 days, 0:08:20, time: 0.659, data_time: 0.003, memory: 9444, top1_acc: 0.2771, top5_acc: 0.5234, loss_cls: 3.4029, loss: 3.4029, grad_norm: 1.0098 2020-07-23 06:42:47,330 - mmaction - INFO - Epoch [63][580/940] lr: 5.173e-01, eta: 2 days, 0:07:44, time: 0.682, data_time: 0.001, memory: 9444, top1_acc: 0.2709, top5_acc: 0.5271, loss_cls: 3.3982, loss: 3.3982, grad_norm: 0.9920 2020-07-23 06:43:01,512 - mmaction - INFO - Epoch [63][600/940] lr: 5.173e-01, eta: 2 days, 0:07:10, time: 0.709, data_time: 0.002, memory: 9444, top1_acc: 0.2623, top5_acc: 0.5152, loss_cls: 3.4418, loss: 3.4418, grad_norm: 1.0174 2020-07-23 06:43:15,831 - mmaction - INFO - Epoch [63][620/940] lr: 5.173e-01, eta: 2 days, 0:06:37, time: 0.715, data_time: 0.002, memory: 9444, top1_acc: 0.2740, top5_acc: 0.5193, loss_cls: 3.4320, loss: 3.4320, grad_norm: 0.9987 2020-07-23 06:43:29,474 - mmaction - INFO - Epoch [63][640/940] lr: 5.173e-01, eta: 2 days, 0:06:01, time: 0.682, data_time: 0.003, memory: 9444, top1_acc: 0.2611, top5_acc: 0.5141, loss_cls: 3.4278, loss: 3.4278, grad_norm: 1.0195 2020-07-23 06:43:43,786 - mmaction - INFO - Epoch [63][660/940] lr: 5.173e-01, eta: 2 days, 0:05:27, time: 0.714, data_time: 0.003, memory: 9444, top1_acc: 0.2695, top5_acc: 0.5199, loss_cls: 3.3912, loss: 3.3912, grad_norm: 1.0177 2020-07-23 06:43:58,064 - mmaction - INFO - Epoch [63][680/940] lr: 5.173e-01, eta: 2 days, 0:04:53, time: 0.714, data_time: 0.003, memory: 9444, top1_acc: 0.2586, top5_acc: 0.5172, loss_cls: 3.4054, loss: 3.4054, grad_norm: 1.0082 2020-07-23 06:44:11,475 - mmaction - INFO - Epoch [63][700/940] lr: 5.173e-01, eta: 2 days, 0:04:17, time: 0.671, data_time: 0.004, memory: 9444, top1_acc: 0.2676, top5_acc: 0.5152, loss_cls: 3.4160, loss: 3.4160, grad_norm: 1.0152 2020-07-23 06:44:24,955 - mmaction - INFO - Epoch [63][720/940] lr: 5.173e-01, eta: 2 days, 0:03:41, time: 0.674, data_time: 0.003, memory: 9444, top1_acc: 0.2664, top5_acc: 0.5031, loss_cls: 3.4496, loss: 3.4496, grad_norm: 0.9958 2020-07-23 06:44:38,767 - mmaction - INFO - Epoch [63][740/940] lr: 5.173e-01, eta: 2 days, 0:03:06, time: 0.691, data_time: 0.003, memory: 9444, top1_acc: 0.2658, top5_acc: 0.5223, loss_cls: 3.3970, loss: 3.3970, grad_norm: 0.9822 2020-07-23 06:44:53,393 - mmaction - INFO - Epoch [63][760/940] lr: 5.173e-01, eta: 2 days, 0:02:33, time: 0.731, data_time: 0.003, memory: 9444, top1_acc: 0.2539, top5_acc: 0.5100, loss_cls: 3.4743, loss: 3.4743, grad_norm: 1.0157 2020-07-23 06:45:06,390 - mmaction - INFO - Epoch [63][780/940] lr: 5.173e-01, eta: 2 days, 0:01:55, time: 0.650, data_time: 0.002, memory: 9444, top1_acc: 0.2619, top5_acc: 0.5162, loss_cls: 3.4357, loss: 3.4357, grad_norm: 1.0081 2020-07-23 06:45:20,449 - mmaction - INFO - Epoch [63][800/940] lr: 5.173e-01, eta: 2 days, 0:01:21, time: 0.703, data_time: 0.027, memory: 9444, top1_acc: 0.2805, top5_acc: 0.5211, loss_cls: 3.4098, loss: 3.4098, grad_norm: 1.0162 2020-07-23 06:45:34,250 - mmaction - INFO - Epoch [63][820/940] lr: 5.173e-01, eta: 2 days, 0:00:46, time: 0.690, data_time: 0.003, memory: 9444, top1_acc: 0.2814, top5_acc: 0.5244, loss_cls: 3.3879, loss: 3.3879, grad_norm: 1.0271 2020-07-23 06:45:47,895 - mmaction - INFO - Epoch [63][840/940] lr: 5.173e-01, eta: 2 days, 0:00:10, time: 0.683, data_time: 0.002, memory: 9444, top1_acc: 0.2633, top5_acc: 0.5172, loss_cls: 3.4393, loss: 3.4393, grad_norm: 1.0173 2020-07-23 06:46:01,319 - mmaction - INFO - Epoch [63][860/940] lr: 5.173e-01, eta: 1 day, 23:59:34, time: 0.671, data_time: 0.002, memory: 9444, top1_acc: 0.2605, top5_acc: 0.5051, loss_cls: 3.4733, loss: 3.4733, grad_norm: 1.0068 2020-07-23 06:46:15,174 - mmaction - INFO - Epoch [63][880/940] lr: 5.173e-01, eta: 1 day, 23:58:59, time: 0.693, data_time: 0.010, memory: 9444, top1_acc: 0.2570, top5_acc: 0.5072, loss_cls: 3.4733, loss: 3.4733, grad_norm: 1.0040 2020-07-23 06:46:30,394 - mmaction - INFO - Epoch [63][900/940] lr: 5.173e-01, eta: 1 day, 23:58:28, time: 0.759, data_time: 0.003, memory: 9444, top1_acc: 0.2717, top5_acc: 0.5225, loss_cls: 3.4015, loss: 3.4015, grad_norm: 0.9994 2020-07-23 06:46:44,071 - mmaction - INFO - Epoch [63][920/940] lr: 5.173e-01, eta: 1 day, 23:57:53, time: 0.686, data_time: 0.005, memory: 9444, top1_acc: 0.2627, top5_acc: 0.5053, loss_cls: 3.4583, loss: 3.4583, grad_norm: 1.0219 2020-07-23 06:46:56,260 - mmaction - INFO - Epoch [63][940/940] lr: 5.173e-01, eta: 1 day, 23:57:13, time: 0.610, data_time: 0.002, memory: 9444, top1_acc: 0.2770, top5_acc: 0.5152, loss_cls: 3.4089, loss: 3.4089, grad_norm: 1.0131 2020-07-23 06:49:28,784 - mmaction - INFO - Epoch [64][20/940] lr: 5.147e-01, eta: 2 days, 0:03:27, time: 7.371, data_time: 6.504, memory: 9444, top1_acc: 0.2713, top5_acc: 0.5262, loss_cls: 3.3915, loss: 3.3915, grad_norm: 1.0444 2020-07-23 06:49:42,433 - mmaction - INFO - Epoch [64][40/940] lr: 5.147e-01, eta: 2 days, 0:02:51, time: 0.683, data_time: 0.004, memory: 9444, top1_acc: 0.2701, top5_acc: 0.5215, loss_cls: 3.3989, loss: 3.3989, grad_norm: 1.0014 2020-07-23 06:49:56,999 - mmaction - INFO - Epoch [64][60/940] lr: 5.147e-01, eta: 2 days, 0:02:18, time: 0.729, data_time: 0.003, memory: 9444, top1_acc: 0.2705, top5_acc: 0.5223, loss_cls: 3.3895, loss: 3.3895, grad_norm: 1.0221 2020-07-23 06:50:09,845 - mmaction - INFO - Epoch [64][80/940] lr: 5.147e-01, eta: 2 days, 0:01:40, time: 0.643, data_time: 0.002, memory: 9444, top1_acc: 0.2799, top5_acc: 0.5297, loss_cls: 3.3562, loss: 3.3562, grad_norm: 1.0124 2020-07-23 06:50:23,587 - mmaction - INFO - Epoch [64][100/940] lr: 5.147e-01, eta: 2 days, 0:01:05, time: 0.685, data_time: 0.001, memory: 9444, top1_acc: 0.2666, top5_acc: 0.5217, loss_cls: 3.4157, loss: 3.4157, grad_norm: 1.0248 2020-07-23 06:50:37,310 - mmaction - INFO - Epoch [64][120/940] lr: 5.147e-01, eta: 2 days, 0:00:29, time: 0.687, data_time: 0.005, memory: 9444, top1_acc: 0.2738, top5_acc: 0.5332, loss_cls: 3.3730, loss: 3.3730, grad_norm: 1.0284 2020-07-23 06:50:51,610 - mmaction - INFO - Epoch [64][140/940] lr: 5.147e-01, eta: 1 day, 23:59:56, time: 0.715, data_time: 0.002, memory: 9444, top1_acc: 0.2604, top5_acc: 0.5066, loss_cls: 3.4343, loss: 3.4343, grad_norm: 1.0125 2020-07-23 06:51:04,536 - mmaction - INFO - Epoch [64][160/940] lr: 5.147e-01, eta: 1 day, 23:59:18, time: 0.646, data_time: 0.003, memory: 9444, top1_acc: 0.2725, top5_acc: 0.5189, loss_cls: 3.3750, loss: 3.3750, grad_norm: 0.9942 2020-07-23 06:51:18,133 - mmaction - INFO - Epoch [64][180/940] lr: 5.147e-01, eta: 1 day, 23:58:42, time: 0.681, data_time: 0.003, memory: 9444, top1_acc: 0.2781, top5_acc: 0.5283, loss_cls: 3.3752, loss: 3.3752, grad_norm: 1.0283 2020-07-23 06:51:31,709 - mmaction - INFO - Epoch [64][200/940] lr: 5.147e-01, eta: 1 day, 23:58:07, time: 0.679, data_time: 0.003, memory: 9444, top1_acc: 0.2672, top5_acc: 0.5174, loss_cls: 3.4195, loss: 3.4195, grad_norm: 0.9928 2020-07-23 06:51:44,650 - mmaction - INFO - Epoch [64][220/940] lr: 5.147e-01, eta: 1 day, 23:57:29, time: 0.648, data_time: 0.003, memory: 9444, top1_acc: 0.2684, top5_acc: 0.5203, loss_cls: 3.4190, loss: 3.4190, grad_norm: 1.0025 2020-07-23 06:51:58,289 - mmaction - INFO - Epoch [64][240/940] lr: 5.147e-01, eta: 1 day, 23:56:53, time: 0.682, data_time: 0.002, memory: 9444, top1_acc: 0.2611, top5_acc: 0.5033, loss_cls: 3.4740, loss: 3.4740, grad_norm: 1.0021 2020-07-23 06:52:12,583 - mmaction - INFO - Epoch [64][260/940] lr: 5.147e-01, eta: 1 day, 23:56:20, time: 0.714, data_time: 0.002, memory: 9444, top1_acc: 0.2650, top5_acc: 0.5139, loss_cls: 3.4537, loss: 3.4537, grad_norm: 0.9987 2020-07-23 06:52:25,587 - mmaction - INFO - Epoch [64][280/940] lr: 5.147e-01, eta: 1 day, 23:55:42, time: 0.652, data_time: 0.004, memory: 9444, top1_acc: 0.2711, top5_acc: 0.5123, loss_cls: 3.4061, loss: 3.4061, grad_norm: 1.0140 2020-07-23 06:52:39,962 - mmaction - INFO - Epoch [64][300/940] lr: 5.147e-01, eta: 1 day, 23:55:09, time: 0.718, data_time: 0.002, memory: 9444, top1_acc: 0.2744, top5_acc: 0.5223, loss_cls: 3.4080, loss: 3.4080, grad_norm: 1.0199 2020-07-23 06:52:52,740 - mmaction - INFO - Epoch [64][320/940] lr: 5.147e-01, eta: 1 day, 23:54:31, time: 0.639, data_time: 0.002, memory: 9444, top1_acc: 0.2670, top5_acc: 0.5150, loss_cls: 3.4225, loss: 3.4225, grad_norm: 1.0176 2020-07-23 06:53:07,401 - mmaction - INFO - Epoch [64][340/940] lr: 5.147e-01, eta: 1 day, 23:53:58, time: 0.733, data_time: 0.003, memory: 9444, top1_acc: 0.2631, top5_acc: 0.5131, loss_cls: 3.4447, loss: 3.4447, grad_norm: 1.0300 2020-07-23 06:53:20,818 - mmaction - INFO - Epoch [64][360/940] lr: 5.147e-01, eta: 1 day, 23:53:22, time: 0.671, data_time: 0.002, memory: 9444, top1_acc: 0.2689, top5_acc: 0.5086, loss_cls: 3.4654, loss: 3.4654, grad_norm: 1.0028 2020-07-23 06:53:34,484 - mmaction - INFO - Epoch [64][380/940] lr: 5.147e-01, eta: 1 day, 23:52:47, time: 0.683, data_time: 0.003, memory: 9444, top1_acc: 0.2697, top5_acc: 0.5244, loss_cls: 3.3979, loss: 3.3979, grad_norm: 1.0130 2020-07-23 06:53:48,760 - mmaction - INFO - Epoch [64][400/940] lr: 5.147e-01, eta: 1 day, 23:52:13, time: 0.714, data_time: 0.002, memory: 9444, top1_acc: 0.2699, top5_acc: 0.5158, loss_cls: 3.4334, loss: 3.4334, grad_norm: 1.0118 2020-07-23 06:54:01,741 - mmaction - INFO - Epoch [64][420/940] lr: 5.147e-01, eta: 1 day, 23:51:36, time: 0.650, data_time: 0.002, memory: 9444, top1_acc: 0.2746, top5_acc: 0.5277, loss_cls: 3.3762, loss: 3.3762, grad_norm: 1.0134 2020-07-23 06:54:15,433 - mmaction - INFO - Epoch [64][440/940] lr: 5.147e-01, eta: 1 day, 23:51:01, time: 0.685, data_time: 0.002, memory: 9444, top1_acc: 0.2562, top5_acc: 0.5088, loss_cls: 3.4965, loss: 3.4965, grad_norm: 1.0250 2020-07-23 06:54:29,284 - mmaction - INFO - Epoch [64][460/940] lr: 5.147e-01, eta: 1 day, 23:50:26, time: 0.692, data_time: 0.001, memory: 9444, top1_acc: 0.2693, top5_acc: 0.5199, loss_cls: 3.4092, loss: 3.4092, grad_norm: 1.0162 2020-07-23 06:54:43,800 - mmaction - INFO - Epoch [64][480/940] lr: 5.147e-01, eta: 1 day, 23:49:53, time: 0.726, data_time: 0.003, memory: 9444, top1_acc: 0.2652, top5_acc: 0.5186, loss_cls: 3.4291, loss: 3.4291, grad_norm: 0.9981 2020-07-23 06:54:56,845 - mmaction - INFO - Epoch [64][500/940] lr: 5.147e-01, eta: 1 day, 23:49:16, time: 0.651, data_time: 0.003, memory: 9444, top1_acc: 0.2756, top5_acc: 0.5154, loss_cls: 3.4392, loss: 3.4392, grad_norm: 1.0090 2020-07-23 06:55:10,469 - mmaction - INFO - Epoch [64][520/940] lr: 5.147e-01, eta: 1 day, 23:48:41, time: 0.682, data_time: 0.003, memory: 9444, top1_acc: 0.2658, top5_acc: 0.5180, loss_cls: 3.4503, loss: 3.4503, grad_norm: 1.0254 2020-07-23 06:55:23,944 - mmaction - INFO - Epoch [64][540/940] lr: 5.147e-01, eta: 1 day, 23:48:05, time: 0.674, data_time: 0.002, memory: 9444, top1_acc: 0.2562, top5_acc: 0.5166, loss_cls: 3.4501, loss: 3.4501, grad_norm: 0.9940 2020-07-23 06:55:38,628 - mmaction - INFO - Epoch [64][560/940] lr: 5.147e-01, eta: 1 day, 23:47:33, time: 0.734, data_time: 0.002, memory: 9444, top1_acc: 0.2699, top5_acc: 0.5227, loss_cls: 3.4111, loss: 3.4111, grad_norm: 1.0031 2020-07-23 06:55:52,469 - mmaction - INFO - Epoch [64][580/940] lr: 5.147e-01, eta: 1 day, 23:46:58, time: 0.692, data_time: 0.001, memory: 9444, top1_acc: 0.2643, top5_acc: 0.5100, loss_cls: 3.4523, loss: 3.4523, grad_norm: 1.0145 2020-07-23 06:56:05,988 - mmaction - INFO - Epoch [64][600/940] lr: 5.147e-01, eta: 1 day, 23:46:22, time: 0.676, data_time: 0.002, memory: 9444, top1_acc: 0.2691, top5_acc: 0.5318, loss_cls: 3.3581, loss: 3.3581, grad_norm: 1.0132 2020-07-23 06:56:19,507 - mmaction - INFO - Epoch [64][620/940] lr: 5.147e-01, eta: 1 day, 23:45:47, time: 0.676, data_time: 0.002, memory: 9444, top1_acc: 0.2639, top5_acc: 0.5141, loss_cls: 3.4370, loss: 3.4370, grad_norm: 1.0352 2020-07-23 06:56:33,316 - mmaction - INFO - Epoch [64][640/940] lr: 5.147e-01, eta: 1 day, 23:45:12, time: 0.691, data_time: 0.003, memory: 9444, top1_acc: 0.2789, top5_acc: 0.5266, loss_cls: 3.4104, loss: 3.4104, grad_norm: 1.0056 2020-07-23 06:56:46,403 - mmaction - INFO - Epoch [64][660/940] lr: 5.147e-01, eta: 1 day, 23:44:35, time: 0.655, data_time: 0.002, memory: 9444, top1_acc: 0.2754, top5_acc: 0.5191, loss_cls: 3.4019, loss: 3.4019, grad_norm: 1.0095 2020-07-23 06:57:00,456 - mmaction - INFO - Epoch [64][680/940] lr: 5.147e-01, eta: 1 day, 23:44:01, time: 0.702, data_time: 0.002, memory: 9444, top1_acc: 0.2678, top5_acc: 0.5143, loss_cls: 3.4358, loss: 3.4358, grad_norm: 1.0288 2020-07-23 06:57:14,009 - mmaction - INFO - Epoch [64][700/940] lr: 5.147e-01, eta: 1 day, 23:43:25, time: 0.678, data_time: 0.002, memory: 9444, top1_acc: 0.2768, top5_acc: 0.5197, loss_cls: 3.3907, loss: 3.3907, grad_norm: 1.0074 2020-07-23 06:57:27,013 - mmaction - INFO - Epoch [64][720/940] lr: 5.147e-01, eta: 1 day, 23:42:48, time: 0.650, data_time: 0.002, memory: 9444, top1_acc: 0.2729, top5_acc: 0.5295, loss_cls: 3.3624, loss: 3.3624, grad_norm: 0.9984 2020-07-23 06:58:18,392 - mmaction - INFO - Epoch [64][740/940] lr: 5.147e-01, eta: 1 day, 23:44:07, time: 2.570, data_time: 0.447, memory: 9444, top1_acc: 0.2625, top5_acc: 0.5070, loss_cls: 3.4778, loss: 3.4778, grad_norm: 1.0333 2020-07-23 06:58:33,782 - mmaction - INFO - Epoch [64][760/940] lr: 5.147e-01, eta: 1 day, 23:43:37, time: 0.769, data_time: 0.003, memory: 9444, top1_acc: 0.2730, top5_acc: 0.5150, loss_cls: 3.4495, loss: 3.4495, grad_norm: 0.9894 2020-07-23 06:58:47,238 - mmaction - INFO - Epoch [64][780/940] lr: 5.147e-01, eta: 1 day, 23:43:01, time: 0.672, data_time: 0.002, memory: 9444, top1_acc: 0.2775, top5_acc: 0.5250, loss_cls: 3.3667, loss: 3.3667, grad_norm: 0.9934 2020-07-23 06:59:01,231 - mmaction - INFO - Epoch [64][800/940] lr: 5.147e-01, eta: 1 day, 23:42:27, time: 0.700, data_time: 0.003, memory: 9444, top1_acc: 0.2619, top5_acc: 0.5080, loss_cls: 3.4660, loss: 3.4660, grad_norm: 1.0022 2020-07-23 07:00:05,841 - mmaction - INFO - Epoch [64][820/940] lr: 5.147e-01, eta: 1 day, 23:44:24, time: 3.219, data_time: 0.378, memory: 9444, top1_acc: 0.2717, top5_acc: 0.5127, loss_cls: 3.4484, loss: 3.4484, grad_norm: 1.0045 2020-07-23 07:00:24,972 - mmaction - INFO - Epoch [64][840/940] lr: 5.147e-01, eta: 1 day, 23:44:06, time: 0.965, data_time: 0.030, memory: 9444, top1_acc: 0.2799, top5_acc: 0.5117, loss_cls: 3.4205, loss: 3.4205, grad_norm: 1.0086 2020-07-23 07:00:39,412 - mmaction - INFO - Epoch [64][860/940] lr: 5.147e-01, eta: 1 day, 23:43:33, time: 0.724, data_time: 0.012, memory: 9444, top1_acc: 0.2592, top5_acc: 0.5086, loss_cls: 3.4821, loss: 3.4821, grad_norm: 1.0293 2020-07-23 07:00:53,124 - mmaction - INFO - Epoch [64][880/940] lr: 5.147e-01, eta: 1 day, 23:42:58, time: 0.685, data_time: 0.003, memory: 9444, top1_acc: 0.2859, top5_acc: 0.5215, loss_cls: 3.4192, loss: 3.4192, grad_norm: 0.9983 2020-07-23 07:01:07,560 - mmaction - INFO - Epoch [64][900/940] lr: 5.147e-01, eta: 1 day, 23:42:26, time: 0.722, data_time: 0.004, memory: 9444, top1_acc: 0.2635, top5_acc: 0.5055, loss_cls: 3.4516, loss: 3.4516, grad_norm: 1.0048 2020-07-23 07:01:20,795 - mmaction - INFO - Epoch [64][920/940] lr: 5.147e-01, eta: 1 day, 23:41:49, time: 0.663, data_time: 0.003, memory: 9444, top1_acc: 0.2596, top5_acc: 0.5008, loss_cls: 3.4812, loss: 3.4812, grad_norm: 1.0018 2020-07-23 07:02:24,172 - mmaction - INFO - Epoch [64][940/940] lr: 5.147e-01, eta: 1 day, 23:43:43, time: 3.168, data_time: 0.057, memory: 9444, top1_acc: 0.2597, top5_acc: 0.4972, loss_cls: 3.5117, loss: 3.5117, grad_norm: 1.0316 2020-07-23 07:02:36,238 - mmaction - INFO - Saving checkpoint at 64 epochs 2020-07-23 07:05:07,895 - mmaction - INFO - Epoch [65][20/940] lr: 5.121e-01, eta: 1 day, 23:50:00, time: 7.553, data_time: 6.822, memory: 9444, top1_acc: 0.2527, top5_acc: 0.5123, loss_cls: 3.4940, loss: 3.4940, grad_norm: 1.0195 2020-07-23 07:05:21,990 - mmaction - INFO - Epoch [65][40/940] lr: 5.121e-01, eta: 1 day, 23:49:26, time: 0.704, data_time: 0.002, memory: 9444, top1_acc: 0.2791, top5_acc: 0.5270, loss_cls: 3.3707, loss: 3.3707, grad_norm: 0.9926 2020-07-23 07:05:35,664 - mmaction - INFO - Epoch [65][60/940] lr: 5.121e-01, eta: 1 day, 23:48:51, time: 0.684, data_time: 0.002, memory: 9444, top1_acc: 0.2711, top5_acc: 0.5287, loss_cls: 3.3799, loss: 3.3799, grad_norm: 1.0274 2020-07-23 07:05:49,326 - mmaction - INFO - Epoch [65][80/940] lr: 5.121e-01, eta: 1 day, 23:48:15, time: 0.682, data_time: 0.003, memory: 9444, top1_acc: 0.2650, top5_acc: 0.5215, loss_cls: 3.4068, loss: 3.4068, grad_norm: 1.0034 2020-07-23 07:06:08,143 - mmaction - INFO - Epoch [65][100/940] lr: 5.121e-01, eta: 1 day, 23:47:56, time: 0.941, data_time: 0.003, memory: 9444, top1_acc: 0.2920, top5_acc: 0.5285, loss_cls: 3.3470, loss: 3.3470, grad_norm: 1.0249 2020-07-23 07:06:22,358 - mmaction - INFO - Epoch [65][120/940] lr: 5.121e-01, eta: 1 day, 23:47:22, time: 0.711, data_time: 0.004, memory: 9444, top1_acc: 0.2703, top5_acc: 0.5125, loss_cls: 3.4184, loss: 3.4184, grad_norm: 1.0150 2020-07-23 07:06:35,337 - mmaction - INFO - Epoch [65][140/940] lr: 5.121e-01, eta: 1 day, 23:46:45, time: 0.649, data_time: 0.002, memory: 9444, top1_acc: 0.2723, top5_acc: 0.5162, loss_cls: 3.3949, loss: 3.3949, grad_norm: 0.9842 2020-07-23 07:06:49,669 - mmaction - INFO - Epoch [65][160/940] lr: 5.121e-01, eta: 1 day, 23:46:11, time: 0.716, data_time: 0.023, memory: 9444, top1_acc: 0.2779, top5_acc: 0.5199, loss_cls: 3.3750, loss: 3.3750, grad_norm: 1.0017 2020-07-23 07:07:02,600 - mmaction - INFO - Epoch [65][180/940] lr: 5.121e-01, eta: 1 day, 23:45:34, time: 0.647, data_time: 0.004, memory: 9444, top1_acc: 0.2869, top5_acc: 0.5322, loss_cls: 3.3390, loss: 3.3390, grad_norm: 1.0058 2020-07-23 07:07:15,522 - mmaction - INFO - Epoch [65][200/940] lr: 5.121e-01, eta: 1 day, 23:44:57, time: 0.647, data_time: 0.002, memory: 9444, top1_acc: 0.2650, top5_acc: 0.5119, loss_cls: 3.4171, loss: 3.4171, grad_norm: 1.0207 2020-07-23 07:07:29,649 - mmaction - INFO - Epoch [65][220/940] lr: 5.121e-01, eta: 1 day, 23:44:23, time: 0.706, data_time: 0.002, memory: 9444, top1_acc: 0.2854, top5_acc: 0.5256, loss_cls: 3.3640, loss: 3.3640, grad_norm: 1.0228 2020-07-23 07:07:42,715 - mmaction - INFO - Epoch [65][240/940] lr: 5.121e-01, eta: 1 day, 23:43:46, time: 0.653, data_time: 0.002, memory: 9444, top1_acc: 0.2674, top5_acc: 0.5174, loss_cls: 3.4328, loss: 3.4328, grad_norm: 1.0167 2020-07-23 07:07:56,932 - mmaction - INFO - Epoch [65][260/940] lr: 5.121e-01, eta: 1 day, 23:43:12, time: 0.711, data_time: 0.002, memory: 9444, top1_acc: 0.2738, top5_acc: 0.5166, loss_cls: 3.4223, loss: 3.4223, grad_norm: 0.9869 2020-07-23 07:08:09,980 - mmaction - INFO - Epoch [65][280/940] lr: 5.121e-01, eta: 1 day, 23:42:35, time: 0.652, data_time: 0.002, memory: 9444, top1_acc: 0.2811, top5_acc: 0.5176, loss_cls: 3.3429, loss: 3.3429, grad_norm: 1.0038 2020-07-23 07:08:24,185 - mmaction - INFO - Epoch [65][300/940] lr: 5.121e-01, eta: 1 day, 23:42:02, time: 0.710, data_time: 0.003, memory: 9444, top1_acc: 0.2750, top5_acc: 0.5264, loss_cls: 3.3676, loss: 3.3676, grad_norm: 1.0490 2020-07-23 07:08:38,664 - mmaction - INFO - Epoch [65][320/940] lr: 5.121e-01, eta: 1 day, 23:41:29, time: 0.724, data_time: 0.003, memory: 9444, top1_acc: 0.2748, top5_acc: 0.5189, loss_cls: 3.4258, loss: 3.4258, grad_norm: 1.0127 2020-07-23 07:08:53,290 - mmaction - INFO - Epoch [65][340/940] lr: 5.121e-01, eta: 1 day, 23:40:57, time: 0.732, data_time: 0.002, memory: 9444, top1_acc: 0.2723, top5_acc: 0.5258, loss_cls: 3.3909, loss: 3.3909, grad_norm: 1.0133 2020-07-23 07:09:06,737 - mmaction - INFO - Epoch [65][360/940] lr: 5.121e-01, eta: 1 day, 23:40:21, time: 0.672, data_time: 0.001, memory: 9444, top1_acc: 0.2783, top5_acc: 0.5279, loss_cls: 3.3743, loss: 3.3743, grad_norm: 1.0255 2020-07-23 07:09:20,649 - mmaction - INFO - Epoch [65][380/940] lr: 5.121e-01, eta: 1 day, 23:39:47, time: 0.695, data_time: 0.002, memory: 9444, top1_acc: 0.2775, top5_acc: 0.5199, loss_cls: 3.4279, loss: 3.4279, grad_norm: 1.0275 2020-07-23 07:09:35,342 - mmaction - INFO - Epoch [65][400/940] lr: 5.121e-01, eta: 1 day, 23:39:14, time: 0.734, data_time: 0.009, memory: 9444, top1_acc: 0.2576, top5_acc: 0.5143, loss_cls: 3.4274, loss: 3.4274, grad_norm: 1.0244 2020-07-23 07:09:48,625 - mmaction - INFO - Epoch [65][420/940] lr: 5.121e-01, eta: 1 day, 23:38:38, time: 0.665, data_time: 0.006, memory: 9444, top1_acc: 0.2637, top5_acc: 0.5074, loss_cls: 3.4595, loss: 3.4595, grad_norm: 1.0130 2020-07-23 07:10:02,679 - mmaction - INFO - Epoch [65][440/940] lr: 5.121e-01, eta: 1 day, 23:38:04, time: 0.702, data_time: 0.002, memory: 9444, top1_acc: 0.2658, top5_acc: 0.5139, loss_cls: 3.4596, loss: 3.4596, grad_norm: 0.9880 2020-07-23 07:10:16,630 - mmaction - INFO - Epoch [65][460/940] lr: 5.121e-01, eta: 1 day, 23:37:30, time: 0.698, data_time: 0.003, memory: 9444, top1_acc: 0.2629, top5_acc: 0.5164, loss_cls: 3.4257, loss: 3.4257, grad_norm: 1.0303 2020-07-23 07:10:30,295 - mmaction - INFO - Epoch [65][480/940] lr: 5.121e-01, eta: 1 day, 23:36:55, time: 0.684, data_time: 0.003, memory: 9444, top1_acc: 0.2740, top5_acc: 0.5260, loss_cls: 3.4051, loss: 3.4051, grad_norm: 1.0363 2020-07-23 07:10:44,457 - mmaction - INFO - Epoch [65][500/940] lr: 5.121e-01, eta: 1 day, 23:36:22, time: 0.708, data_time: 0.002, memory: 9444, top1_acc: 0.2627, top5_acc: 0.5211, loss_cls: 3.4249, loss: 3.4249, grad_norm: 1.0337 2020-07-23 07:10:58,006 - mmaction - INFO - Epoch [65][520/940] lr: 5.121e-01, eta: 1 day, 23:35:46, time: 0.677, data_time: 0.002, memory: 9444, top1_acc: 0.2687, top5_acc: 0.5111, loss_cls: 3.4479, loss: 3.4479, grad_norm: 1.0162 2020-07-23 07:11:12,491 - mmaction - INFO - Epoch [65][540/940] lr: 5.121e-01, eta: 1 day, 23:35:14, time: 0.725, data_time: 0.003, memory: 9444, top1_acc: 0.2570, top5_acc: 0.5041, loss_cls: 3.4940, loss: 3.4940, grad_norm: 1.0124 2020-07-23 07:11:26,117 - mmaction - INFO - Epoch [65][560/940] lr: 5.121e-01, eta: 1 day, 23:34:39, time: 0.681, data_time: 0.002, memory: 9444, top1_acc: 0.2643, top5_acc: 0.5211, loss_cls: 3.4246, loss: 3.4246, grad_norm: 0.9946 2020-07-23 07:11:40,014 - mmaction - INFO - Epoch [65][580/940] lr: 5.121e-01, eta: 1 day, 23:34:04, time: 0.695, data_time: 0.002, memory: 9444, top1_acc: 0.2664, top5_acc: 0.5088, loss_cls: 3.4439, loss: 3.4439, grad_norm: 1.0089 2020-07-23 07:11:53,651 - mmaction - INFO - Epoch [65][600/940] lr: 5.121e-01, eta: 1 day, 23:33:29, time: 0.681, data_time: 0.002, memory: 9444, top1_acc: 0.2709, top5_acc: 0.5137, loss_cls: 3.4453, loss: 3.4453, grad_norm: 1.0099 2020-07-23 07:12:07,370 - mmaction - INFO - Epoch [65][620/940] lr: 5.121e-01, eta: 1 day, 23:32:55, time: 0.686, data_time: 0.001, memory: 9444, top1_acc: 0.2623, top5_acc: 0.5016, loss_cls: 3.4502, loss: 3.4502, grad_norm: 1.0072 2020-07-23 07:12:21,409 - mmaction - INFO - Epoch [65][640/940] lr: 5.121e-01, eta: 1 day, 23:32:21, time: 0.702, data_time: 0.002, memory: 9444, top1_acc: 0.2760, top5_acc: 0.5162, loss_cls: 3.4033, loss: 3.4033, grad_norm: 0.9732 2020-07-23 07:12:34,915 - mmaction - INFO - Epoch [65][660/940] lr: 5.121e-01, eta: 1 day, 23:31:45, time: 0.675, data_time: 0.002, memory: 9444, top1_acc: 0.2695, top5_acc: 0.5152, loss_cls: 3.4284, loss: 3.4284, grad_norm: 1.0374 2020-07-23 07:12:48,653 - mmaction - INFO - Epoch [65][680/940] lr: 5.121e-01, eta: 1 day, 23:31:11, time: 0.687, data_time: 0.002, memory: 9444, top1_acc: 0.2707, top5_acc: 0.5131, loss_cls: 3.4234, loss: 3.4234, grad_norm: 1.0080 2020-07-23 07:13:01,756 - mmaction - INFO - Epoch [65][700/940] lr: 5.121e-01, eta: 1 day, 23:30:34, time: 0.655, data_time: 0.002, memory: 9444, top1_acc: 0.2625, top5_acc: 0.5027, loss_cls: 3.4615, loss: 3.4615, grad_norm: 1.0116 2020-07-23 07:13:15,724 - mmaction - INFO - Epoch [65][720/940] lr: 5.121e-01, eta: 1 day, 23:30:00, time: 0.699, data_time: 0.003, memory: 9444, top1_acc: 0.2711, top5_acc: 0.5191, loss_cls: 3.4026, loss: 3.4026, grad_norm: 0.9988 2020-07-23 07:13:29,406 - mmaction - INFO - Epoch [65][740/940] lr: 5.121e-01, eta: 1 day, 23:29:25, time: 0.684, data_time: 0.002, memory: 9444, top1_acc: 0.2697, top5_acc: 0.5242, loss_cls: 3.3815, loss: 3.3815, grad_norm: 1.0209 2020-07-23 07:13:43,980 - mmaction - INFO - Epoch [65][760/940] lr: 5.121e-01, eta: 1 day, 23:28:53, time: 0.729, data_time: 0.002, memory: 9444, top1_acc: 0.2676, top5_acc: 0.5088, loss_cls: 3.4284, loss: 3.4284, grad_norm: 1.0230 2020-07-23 07:13:57,511 - mmaction - INFO - Epoch [65][780/940] lr: 5.121e-01, eta: 1 day, 23:28:18, time: 0.676, data_time: 0.002, memory: 9444, top1_acc: 0.2547, top5_acc: 0.4979, loss_cls: 3.4935, loss: 3.4935, grad_norm: 1.0147 2020-07-23 07:14:10,561 - mmaction - INFO - Epoch [65][800/940] lr: 5.121e-01, eta: 1 day, 23:27:41, time: 0.653, data_time: 0.003, memory: 9444, top1_acc: 0.2650, top5_acc: 0.5111, loss_cls: 3.4339, loss: 3.4339, grad_norm: 0.9849 2020-07-23 07:14:25,091 - mmaction - INFO - Epoch [65][820/940] lr: 5.121e-01, eta: 1 day, 23:27:09, time: 0.727, data_time: 0.003, memory: 9444, top1_acc: 0.2535, top5_acc: 0.5010, loss_cls: 3.4926, loss: 3.4926, grad_norm: 0.9970 2020-07-23 07:14:38,179 - mmaction - INFO - Epoch [65][840/940] lr: 5.121e-01, eta: 1 day, 23:26:33, time: 0.655, data_time: 0.002, memory: 9444, top1_acc: 0.2660, top5_acc: 0.5117, loss_cls: 3.4472, loss: 3.4472, grad_norm: 1.0214 2020-07-23 07:14:52,311 - mmaction - INFO - Epoch [65][860/940] lr: 5.121e-01, eta: 1 day, 23:25:59, time: 0.706, data_time: 0.002, memory: 9444, top1_acc: 0.2701, top5_acc: 0.5160, loss_cls: 3.4125, loss: 3.4125, grad_norm: 1.0103 2020-07-23 07:15:05,633 - mmaction - INFO - Epoch [65][880/940] lr: 5.121e-01, eta: 1 day, 23:25:24, time: 0.667, data_time: 0.003, memory: 9444, top1_acc: 0.2799, top5_acc: 0.5367, loss_cls: 3.3414, loss: 3.3414, grad_norm: 1.0317 2020-07-23 07:15:19,260 - mmaction - INFO - Epoch [65][900/940] lr: 5.121e-01, eta: 1 day, 23:24:49, time: 0.681, data_time: 0.002, memory: 9444, top1_acc: 0.2684, top5_acc: 0.5203, loss_cls: 3.4128, loss: 3.4128, grad_norm: 1.0015 2020-07-23 07:15:33,034 - mmaction - INFO - Epoch [65][920/940] lr: 5.121e-01, eta: 1 day, 23:24:14, time: 0.687, data_time: 0.002, memory: 9444, top1_acc: 0.2715, top5_acc: 0.5162, loss_cls: 3.4309, loss: 3.4309, grad_norm: 1.0270 2020-07-23 07:15:45,528 - mmaction - INFO - Epoch [65][940/940] lr: 5.121e-01, eta: 1 day, 23:23:36, time: 0.624, data_time: 0.003, memory: 9444, top1_acc: 0.2666, top5_acc: 0.5087, loss_cls: 3.4795, loss: 3.4795, grad_norm: 1.0125 2020-07-23 07:18:35,167 - mmaction - INFO - Epoch [66][20/940] lr: 5.095e-01, eta: 1 day, 23:30:21, time: 8.159, data_time: 6.018, memory: 9444, top1_acc: 0.2777, top5_acc: 0.5305, loss_cls: 3.3436, loss: 3.3436, grad_norm: 1.0045 2020-07-23 07:18:48,533 - mmaction - INFO - Epoch [66][40/940] lr: 5.095e-01, eta: 1 day, 23:29:45, time: 0.666, data_time: 0.003, memory: 9444, top1_acc: 0.2760, top5_acc: 0.5373, loss_cls: 3.3437, loss: 3.3437, grad_norm: 1.0420 2020-07-23 07:19:02,443 - mmaction - INFO - Epoch [66][60/940] lr: 5.095e-01, eta: 1 day, 23:29:11, time: 0.698, data_time: 0.005, memory: 9444, top1_acc: 0.2805, top5_acc: 0.5289, loss_cls: 3.3697, loss: 3.3697, grad_norm: 1.0290 2020-07-23 07:19:15,370 - mmaction - INFO - Epoch [66][80/940] lr: 5.095e-01, eta: 1 day, 23:28:34, time: 0.647, data_time: 0.002, memory: 9444, top1_acc: 0.2705, top5_acc: 0.5182, loss_cls: 3.4094, loss: 3.4094, grad_norm: 1.0203 2020-07-23 07:19:29,673 - mmaction - INFO - Epoch [66][100/940] lr: 5.095e-01, eta: 1 day, 23:28:01, time: 0.715, data_time: 0.002, memory: 9444, top1_acc: 0.2746, top5_acc: 0.5316, loss_cls: 3.3362, loss: 3.3362, grad_norm: 1.0260 2020-07-23 07:19:42,995 - mmaction - INFO - Epoch [66][120/940] lr: 5.095e-01, eta: 1 day, 23:27:25, time: 0.666, data_time: 0.002, memory: 9444, top1_acc: 0.2656, top5_acc: 0.5191, loss_cls: 3.4303, loss: 3.4303, grad_norm: 1.0256 2020-07-23 07:19:56,121 - mmaction - INFO - Epoch [66][140/940] lr: 5.095e-01, eta: 1 day, 23:26:48, time: 0.650, data_time: 0.002, memory: 9444, top1_acc: 0.2678, top5_acc: 0.5166, loss_cls: 3.4470, loss: 3.4470, grad_norm: 1.0475 2020-07-23 07:20:10,546 - mmaction - INFO - Epoch [66][160/940] lr: 5.095e-01, eta: 1 day, 23:26:16, time: 0.727, data_time: 0.008, memory: 9444, top1_acc: 0.2699, top5_acc: 0.5271, loss_cls: 3.3655, loss: 3.3655, grad_norm: 1.0169 2020-07-23 07:20:24,039 - mmaction - INFO - Epoch [66][180/940] lr: 5.095e-01, eta: 1 day, 23:25:41, time: 0.675, data_time: 0.003, memory: 9444, top1_acc: 0.2617, top5_acc: 0.5033, loss_cls: 3.4673, loss: 3.4673, grad_norm: 0.9996 2020-07-23 07:20:37,182 - mmaction - INFO - Epoch [66][200/940] lr: 5.095e-01, eta: 1 day, 23:25:04, time: 0.657, data_time: 0.003, memory: 9444, top1_acc: 0.2852, top5_acc: 0.5262, loss_cls: 3.3609, loss: 3.3609, grad_norm: 1.0004 2020-07-23 07:20:51,128 - mmaction - INFO - Epoch [66][220/940] lr: 5.095e-01, eta: 1 day, 23:24:31, time: 0.698, data_time: 0.002, memory: 9444, top1_acc: 0.2854, top5_acc: 0.5297, loss_cls: 3.3752, loss: 3.3752, grad_norm: 1.0313 2020-07-23 07:21:04,847 - mmaction - INFO - Epoch [66][240/940] lr: 5.095e-01, eta: 1 day, 23:23:56, time: 0.686, data_time: 0.002, memory: 9444, top1_acc: 0.2689, top5_acc: 0.5279, loss_cls: 3.3682, loss: 3.3682, grad_norm: 1.0193 2020-07-23 07:21:18,410 - mmaction - INFO - Epoch [66][260/940] lr: 5.095e-01, eta: 1 day, 23:23:21, time: 0.678, data_time: 0.002, memory: 9444, top1_acc: 0.2748, top5_acc: 0.5135, loss_cls: 3.4251, loss: 3.4251, grad_norm: 1.0145 2020-07-23 07:21:32,197 - mmaction - INFO - Epoch [66][280/940] lr: 5.095e-01, eta: 1 day, 23:22:47, time: 0.690, data_time: 0.002, memory: 9444, top1_acc: 0.2615, top5_acc: 0.5088, loss_cls: 3.4602, loss: 3.4602, grad_norm: 0.9938 2020-07-23 07:21:45,706 - mmaction - INFO - Epoch [66][300/940] lr: 5.095e-01, eta: 1 day, 23:22:11, time: 0.674, data_time: 0.003, memory: 9444, top1_acc: 0.2883, top5_acc: 0.5338, loss_cls: 3.3423, loss: 3.3423, grad_norm: 1.0030 2020-07-23 07:22:00,335 - mmaction - INFO - Epoch [66][320/940] lr: 5.095e-01, eta: 1 day, 23:21:40, time: 0.732, data_time: 0.003, memory: 9444, top1_acc: 0.2707, top5_acc: 0.5217, loss_cls: 3.3919, loss: 3.3919, grad_norm: 1.0370 2020-07-23 07:22:13,271 - mmaction - INFO - Epoch [66][340/940] lr: 5.095e-01, eta: 1 day, 23:21:03, time: 0.646, data_time: 0.003, memory: 9444, top1_acc: 0.2617, top5_acc: 0.5148, loss_cls: 3.3958, loss: 3.3958, grad_norm: 1.0340 2020-07-23 07:22:26,857 - mmaction - INFO - Epoch [66][360/940] lr: 5.095e-01, eta: 1 day, 23:20:28, time: 0.681, data_time: 0.003, memory: 9444, top1_acc: 0.2779, top5_acc: 0.5270, loss_cls: 3.3648, loss: 3.3648, grad_norm: 1.0217 2020-07-23 07:22:40,947 - mmaction - INFO - Epoch [66][380/940] lr: 5.095e-01, eta: 1 day, 23:19:54, time: 0.703, data_time: 0.001, memory: 9444, top1_acc: 0.2656, top5_acc: 0.5100, loss_cls: 3.4413, loss: 3.4413, grad_norm: 1.0275 2020-07-23 07:22:54,038 - mmaction - INFO - Epoch [66][400/940] lr: 5.095e-01, eta: 1 day, 23:19:18, time: 0.655, data_time: 0.003, memory: 9444, top1_acc: 0.2816, top5_acc: 0.5215, loss_cls: 3.3772, loss: 3.3772, grad_norm: 1.0022 2020-07-23 07:23:07,296 - mmaction - INFO - Epoch [66][420/940] lr: 5.095e-01, eta: 1 day, 23:18:42, time: 0.659, data_time: 0.003, memory: 9444, top1_acc: 0.2723, top5_acc: 0.5074, loss_cls: 3.4375, loss: 3.4375, grad_norm: 1.0199 2020-07-23 07:23:21,594 - mmaction - INFO - Epoch [66][440/940] lr: 5.095e-01, eta: 1 day, 23:18:10, time: 0.719, data_time: 0.006, memory: 9444, top1_acc: 0.2752, top5_acc: 0.5264, loss_cls: 3.3764, loss: 3.3764, grad_norm: 1.0227 2020-07-23 07:23:34,746 - mmaction - INFO - Epoch [66][460/940] lr: 5.095e-01, eta: 1 day, 23:17:34, time: 0.658, data_time: 0.003, memory: 9444, top1_acc: 0.2625, top5_acc: 0.5117, loss_cls: 3.4886, loss: 3.4886, grad_norm: 1.0207 2020-07-23 07:23:48,464 - mmaction - INFO - Epoch [66][480/940] lr: 5.095e-01, eta: 1 day, 23:16:59, time: 0.686, data_time: 0.002, memory: 9444, top1_acc: 0.2816, top5_acc: 0.5367, loss_cls: 3.3646, loss: 3.3646, grad_norm: 1.0047 2020-07-23 07:24:01,819 - mmaction - INFO - Epoch [66][500/940] lr: 5.095e-01, eta: 1 day, 23:16:24, time: 0.667, data_time: 0.002, memory: 9444, top1_acc: 0.2635, top5_acc: 0.5119, loss_cls: 3.4653, loss: 3.4653, grad_norm: 1.0357 2020-07-23 07:24:15,347 - mmaction - INFO - Epoch [66][520/940] lr: 5.095e-01, eta: 1 day, 23:15:49, time: 0.677, data_time: 0.003, memory: 9444, top1_acc: 0.2619, top5_acc: 0.5113, loss_cls: 3.4344, loss: 3.4344, grad_norm: 0.9982 2020-07-23 07:24:29,157 - mmaction - INFO - Epoch [66][540/940] lr: 5.095e-01, eta: 1 day, 23:15:15, time: 0.691, data_time: 0.002, memory: 9444, top1_acc: 0.2824, top5_acc: 0.5369, loss_cls: 3.3663, loss: 3.3663, grad_norm: 1.0001 2020-07-23 07:24:43,129 - mmaction - INFO - Epoch [66][560/940] lr: 5.095e-01, eta: 1 day, 23:14:41, time: 0.698, data_time: 0.002, memory: 9444, top1_acc: 0.2678, top5_acc: 0.5098, loss_cls: 3.4507, loss: 3.4507, grad_norm: 1.0299 2020-07-23 07:24:56,910 - mmaction - INFO - Epoch [66][580/940] lr: 5.095e-01, eta: 1 day, 23:14:07, time: 0.688, data_time: 0.002, memory: 9444, top1_acc: 0.2730, top5_acc: 0.5236, loss_cls: 3.4012, loss: 3.4012, grad_norm: 0.9939 2020-07-23 07:25:10,607 - mmaction - INFO - Epoch [66][600/940] lr: 5.095e-01, eta: 1 day, 23:13:32, time: 0.687, data_time: 0.005, memory: 9444, top1_acc: 0.2664, top5_acc: 0.5215, loss_cls: 3.3899, loss: 3.3899, grad_norm: 1.0133 2020-07-23 07:25:23,902 - mmaction - INFO - Epoch [66][620/940] lr: 5.095e-01, eta: 1 day, 23:12:57, time: 0.664, data_time: 0.002, memory: 9444, top1_acc: 0.2727, top5_acc: 0.5141, loss_cls: 3.4300, loss: 3.4300, grad_norm: 1.0281 2020-07-23 07:25:37,873 - mmaction - INFO - Epoch [66][640/940] lr: 5.095e-01, eta: 1 day, 23:12:23, time: 0.699, data_time: 0.003, memory: 9444, top1_acc: 0.2646, top5_acc: 0.5234, loss_cls: 3.4303, loss: 3.4303, grad_norm: 1.0220 2020-07-23 07:25:51,872 - mmaction - INFO - Epoch [66][660/940] lr: 5.095e-01, eta: 1 day, 23:11:50, time: 0.701, data_time: 0.002, memory: 9444, top1_acc: 0.2672, top5_acc: 0.5242, loss_cls: 3.4135, loss: 3.4135, grad_norm: 1.0198 2020-07-23 07:26:05,587 - mmaction - INFO - Epoch [66][680/940] lr: 5.095e-01, eta: 1 day, 23:11:16, time: 0.685, data_time: 0.002, memory: 9444, top1_acc: 0.2670, top5_acc: 0.5041, loss_cls: 3.4674, loss: 3.4674, grad_norm: 1.0061 2020-07-23 07:26:19,309 - mmaction - INFO - Epoch [66][700/940] lr: 5.095e-01, eta: 1 day, 23:10:41, time: 0.685, data_time: 0.002, memory: 9444, top1_acc: 0.2607, top5_acc: 0.5109, loss_cls: 3.4515, loss: 3.4515, grad_norm: 1.0075 2020-07-23 07:26:33,675 - mmaction - INFO - Epoch [66][720/940] lr: 5.095e-01, eta: 1 day, 23:10:09, time: 0.718, data_time: 0.003, memory: 9444, top1_acc: 0.2723, top5_acc: 0.5135, loss_cls: 3.4482, loss: 3.4482, grad_norm: 1.0110 2020-07-23 07:26:47,614 - mmaction - INFO - Epoch [66][740/940] lr: 5.095e-01, eta: 1 day, 23:09:35, time: 0.698, data_time: 0.010, memory: 9444, top1_acc: 0.2697, top5_acc: 0.5186, loss_cls: 3.3878, loss: 3.3878, grad_norm: 1.0050 2020-07-23 07:27:00,739 - mmaction - INFO - Epoch [66][760/940] lr: 5.095e-01, eta: 1 day, 23:08:59, time: 0.657, data_time: 0.002, memory: 9444, top1_acc: 0.2861, top5_acc: 0.5189, loss_cls: 3.3828, loss: 3.3828, grad_norm: 1.0119 2020-07-23 07:27:15,269 - mmaction - INFO - Epoch [66][780/940] lr: 5.095e-01, eta: 1 day, 23:08:28, time: 0.726, data_time: 0.002, memory: 9444, top1_acc: 0.2805, top5_acc: 0.5111, loss_cls: 3.4112, loss: 3.4112, grad_norm: 1.0150 2020-07-23 07:27:29,422 - mmaction - INFO - Epoch [66][800/940] lr: 5.095e-01, eta: 1 day, 23:07:55, time: 0.708, data_time: 0.003, memory: 9444, top1_acc: 0.2660, top5_acc: 0.5125, loss_cls: 3.4294, loss: 3.4294, grad_norm: 1.0166 2020-07-23 07:27:43,153 - mmaction - INFO - Epoch [66][820/940] lr: 5.095e-01, eta: 1 day, 23:07:20, time: 0.686, data_time: 0.004, memory: 9444, top1_acc: 0.2740, top5_acc: 0.5299, loss_cls: 3.3611, loss: 3.3611, grad_norm: 1.0104 2020-07-23 07:27:56,115 - mmaction - INFO - Epoch [66][840/940] lr: 5.095e-01, eta: 1 day, 23:06:44, time: 0.648, data_time: 0.002, memory: 9444, top1_acc: 0.2604, top5_acc: 0.5127, loss_cls: 3.4118, loss: 3.4118, grad_norm: 1.0222 2020-07-23 07:28:09,708 - mmaction - INFO - Epoch [66][860/940] lr: 5.095e-01, eta: 1 day, 23:06:10, time: 0.679, data_time: 0.002, memory: 9444, top1_acc: 0.2697, top5_acc: 0.5254, loss_cls: 3.3758, loss: 3.3758, grad_norm: 1.0278 2020-07-23 07:28:23,640 - mmaction - INFO - Epoch [66][880/940] lr: 5.095e-01, eta: 1 day, 23:05:36, time: 0.697, data_time: 0.003, memory: 9444, top1_acc: 0.2654, top5_acc: 0.5084, loss_cls: 3.4502, loss: 3.4502, grad_norm: 1.0267 2020-07-23 07:28:36,777 - mmaction - INFO - Epoch [66][900/940] lr: 5.095e-01, eta: 1 day, 23:05:00, time: 0.656, data_time: 0.002, memory: 9444, top1_acc: 0.2783, top5_acc: 0.5203, loss_cls: 3.4230, loss: 3.4230, grad_norm: 1.0323 2020-07-23 07:28:50,485 - mmaction - INFO - Epoch [66][920/940] lr: 5.095e-01, eta: 1 day, 23:04:26, time: 0.686, data_time: 0.003, memory: 9444, top1_acc: 0.2701, top5_acc: 0.5100, loss_cls: 3.4384, loss: 3.4384, grad_norm: 1.0053 2020-07-23 07:29:02,915 - mmaction - INFO - Epoch [66][940/940] lr: 5.095e-01, eta: 1 day, 23:03:48, time: 0.622, data_time: 0.002, memory: 9444, top1_acc: 0.2768, top5_acc: 0.5246, loss_cls: 3.3898, loss: 3.3898, grad_norm: 1.0126 2020-07-23 07:31:32,633 - mmaction - INFO - Epoch [67][20/940] lr: 5.069e-01, eta: 1 day, 23:09:33, time: 7.263, data_time: 6.344, memory: 9444, top1_acc: 0.2676, top5_acc: 0.5213, loss_cls: 3.4017, loss: 3.4017, grad_norm: 1.0312 2020-07-23 07:32:34,864 - mmaction - INFO - Epoch [67][40/940] lr: 5.069e-01, eta: 1 day, 23:11:18, time: 3.116, data_time: 0.846, memory: 9444, top1_acc: 0.2783, top5_acc: 0.5254, loss_cls: 3.3740, loss: 3.3740, grad_norm: 1.0327 2020-07-23 07:32:48,675 - mmaction - INFO - Epoch [67][60/940] lr: 5.069e-01, eta: 1 day, 23:10:44, time: 0.691, data_time: 0.004, memory: 9444, top1_acc: 0.2828, top5_acc: 0.5303, loss_cls: 3.3673, loss: 3.3673, grad_norm: 1.0275 2020-07-23 07:33:02,115 - mmaction - INFO - Epoch [67][80/940] lr: 5.069e-01, eta: 1 day, 23:10:09, time: 0.672, data_time: 0.002, memory: 9444, top1_acc: 0.2768, top5_acc: 0.5262, loss_cls: 3.3542, loss: 3.3542, grad_norm: 1.0462 2020-07-23 07:33:16,258 - mmaction - INFO - Epoch [67][100/940] lr: 5.069e-01, eta: 1 day, 23:09:36, time: 0.708, data_time: 0.002, memory: 9444, top1_acc: 0.2680, top5_acc: 0.5264, loss_cls: 3.3922, loss: 3.3922, grad_norm: 1.0361 2020-07-23 07:33:29,093 - mmaction - INFO - Epoch [67][120/940] lr: 5.069e-01, eta: 1 day, 23:08:59, time: 0.642, data_time: 0.002, memory: 9444, top1_acc: 0.2645, top5_acc: 0.5258, loss_cls: 3.4092, loss: 3.4092, grad_norm: 1.0215 2020-07-23 07:33:42,618 - mmaction - INFO - Epoch [67][140/940] lr: 5.069e-01, eta: 1 day, 23:08:24, time: 0.674, data_time: 0.001, memory: 9444, top1_acc: 0.2664, top5_acc: 0.5207, loss_cls: 3.3946, loss: 3.3946, grad_norm: 1.0243 2020-07-23 07:33:55,684 - mmaction - INFO - Epoch [67][160/940] lr: 5.069e-01, eta: 1 day, 23:07:48, time: 0.655, data_time: 0.004, memory: 9444, top1_acc: 0.2879, top5_acc: 0.5229, loss_cls: 3.3838, loss: 3.3838, grad_norm: 1.0102 2020-07-23 07:34:10,126 - mmaction - INFO - Epoch [67][180/940] lr: 5.069e-01, eta: 1 day, 23:07:16, time: 0.721, data_time: 0.003, memory: 9444, top1_acc: 0.2744, top5_acc: 0.5217, loss_cls: 3.3847, loss: 3.3847, grad_norm: 1.0206 2020-07-23 07:34:23,995 - mmaction - INFO - Epoch [67][200/940] lr: 5.069e-01, eta: 1 day, 23:06:43, time: 0.694, data_time: 0.003, memory: 9444, top1_acc: 0.2619, top5_acc: 0.5207, loss_cls: 3.4524, loss: 3.4524, grad_norm: 1.0026 2020-07-23 07:34:37,096 - mmaction - INFO - Epoch [67][220/940] lr: 5.069e-01, eta: 1 day, 23:06:07, time: 0.655, data_time: 0.002, memory: 9444, top1_acc: 0.2770, top5_acc: 0.5238, loss_cls: 3.3773, loss: 3.3773, grad_norm: 1.0056 2020-07-23 07:34:51,603 - mmaction - INFO - Epoch [67][240/940] lr: 5.069e-01, eta: 1 day, 23:05:35, time: 0.725, data_time: 0.001, memory: 9444, top1_acc: 0.2670, top5_acc: 0.5205, loss_cls: 3.3792, loss: 3.3792, grad_norm: 1.0194 2020-07-23 07:35:05,819 - mmaction - INFO - Epoch [67][260/940] lr: 5.069e-01, eta: 1 day, 23:05:02, time: 0.711, data_time: 0.003, memory: 9444, top1_acc: 0.2600, top5_acc: 0.5148, loss_cls: 3.4204, loss: 3.4204, grad_norm: 1.0217 2020-07-23 07:35:19,792 - mmaction - INFO - Epoch [67][280/940] lr: 5.069e-01, eta: 1 day, 23:04:28, time: 0.698, data_time: 0.002, memory: 9444, top1_acc: 0.2809, top5_acc: 0.5281, loss_cls: 3.3599, loss: 3.3599, grad_norm: 1.0076 2020-07-23 07:35:33,353 - mmaction - INFO - Epoch [67][300/940] lr: 5.069e-01, eta: 1 day, 23:03:54, time: 0.678, data_time: 0.003, memory: 9444, top1_acc: 0.2684, top5_acc: 0.5195, loss_cls: 3.4134, loss: 3.4134, grad_norm: 1.0075 2020-07-23 07:35:47,468 - mmaction - INFO - Epoch [67][320/940] lr: 5.069e-01, eta: 1 day, 23:03:21, time: 0.706, data_time: 0.003, memory: 9444, top1_acc: 0.2818, top5_acc: 0.5324, loss_cls: 3.3344, loss: 3.3344, grad_norm: 1.0203 2020-07-23 07:36:01,650 - mmaction - INFO - Epoch [67][340/940] lr: 5.069e-01, eta: 1 day, 23:02:48, time: 0.709, data_time: 0.003, memory: 9444, top1_acc: 0.2852, top5_acc: 0.5303, loss_cls: 3.3672, loss: 3.3672, grad_norm: 1.0301 2020-07-23 07:36:14,876 - mmaction - INFO - Epoch [67][360/940] lr: 5.069e-01, eta: 1 day, 23:02:13, time: 0.660, data_time: 0.003, memory: 9444, top1_acc: 0.2717, top5_acc: 0.5180, loss_cls: 3.3960, loss: 3.3960, grad_norm: 1.0498 2020-07-23 07:36:28,986 - mmaction - INFO - Epoch [67][380/940] lr: 5.069e-01, eta: 1 day, 23:01:40, time: 0.707, data_time: 0.004, memory: 9444, top1_acc: 0.2746, top5_acc: 0.5146, loss_cls: 3.4327, loss: 3.4327, grad_norm: 1.0114 2020-07-23 07:37:20,133 - mmaction - INFO - Epoch [67][400/940] lr: 5.069e-01, eta: 1 day, 23:02:52, time: 2.557, data_time: 0.003, memory: 9444, top1_acc: 0.2592, top5_acc: 0.5102, loss_cls: 3.4922, loss: 3.4922, grad_norm: 1.0337 2020-07-23 07:37:34,289 - mmaction - INFO - Epoch [67][420/940] lr: 5.069e-01, eta: 1 day, 23:02:20, time: 0.709, data_time: 0.004, memory: 9444, top1_acc: 0.2809, top5_acc: 0.5186, loss_cls: 3.3906, loss: 3.3906, grad_norm: 1.0262 2020-07-23 07:37:47,191 - mmaction - INFO - Epoch [67][440/940] lr: 5.069e-01, eta: 1 day, 23:01:43, time: 0.644, data_time: 0.002, memory: 9444, top1_acc: 0.2736, top5_acc: 0.5186, loss_cls: 3.4073, loss: 3.4073, grad_norm: 1.0084 2020-07-23 07:38:00,406 - mmaction - INFO - Epoch [67][460/940] lr: 5.069e-01, eta: 1 day, 23:01:08, time: 0.660, data_time: 0.003, memory: 9444, top1_acc: 0.2758, top5_acc: 0.5131, loss_cls: 3.4176, loss: 3.4176, grad_norm: 1.0350 2020-07-23 07:38:13,966 - mmaction - INFO - Epoch [67][480/940] lr: 5.069e-01, eta: 1 day, 23:00:33, time: 0.679, data_time: 0.002, memory: 9444, top1_acc: 0.2658, top5_acc: 0.5131, loss_cls: 3.4312, loss: 3.4312, grad_norm: 1.0061 2020-07-23 07:38:26,981 - mmaction - INFO - Epoch [67][500/940] lr: 5.069e-01, eta: 1 day, 22:59:57, time: 0.650, data_time: 0.002, memory: 9444, top1_acc: 0.2684, top5_acc: 0.5229, loss_cls: 3.4066, loss: 3.4066, grad_norm: 1.0289 2020-07-23 07:38:41,883 - mmaction - INFO - Epoch [67][520/940] lr: 5.069e-01, eta: 1 day, 22:59:26, time: 0.746, data_time: 0.003, memory: 9444, top1_acc: 0.2686, top5_acc: 0.5271, loss_cls: 3.3953, loss: 3.3953, grad_norm: 1.0143 2020-07-23 07:38:55,476 - mmaction - INFO - Epoch [67][540/940] lr: 5.069e-01, eta: 1 day, 22:58:52, time: 0.679, data_time: 0.002, memory: 9444, top1_acc: 0.2754, top5_acc: 0.5207, loss_cls: 3.3969, loss: 3.3969, grad_norm: 1.0158 2020-07-23 07:39:08,393 - mmaction - INFO - Epoch [67][560/940] lr: 5.069e-01, eta: 1 day, 22:58:16, time: 0.645, data_time: 0.002, memory: 9444, top1_acc: 0.2775, top5_acc: 0.5082, loss_cls: 3.4605, loss: 3.4605, grad_norm: 1.0148 2020-07-23 07:39:22,330 - mmaction - INFO - Epoch [67][580/940] lr: 5.069e-01, eta: 1 day, 22:57:42, time: 0.695, data_time: 0.003, memory: 9444, top1_acc: 0.2687, top5_acc: 0.5146, loss_cls: 3.4375, loss: 3.4375, grad_norm: 1.0046 2020-07-23 07:39:35,278 - mmaction - INFO - Epoch [67][600/940] lr: 5.069e-01, eta: 1 day, 22:57:06, time: 0.650, data_time: 0.006, memory: 9444, top1_acc: 0.2604, top5_acc: 0.5090, loss_cls: 3.4320, loss: 3.4320, grad_norm: 1.0111 2020-07-23 07:39:48,978 - mmaction - INFO - Epoch [67][620/940] lr: 5.069e-01, eta: 1 day, 22:56:32, time: 0.685, data_time: 0.002, memory: 9444, top1_acc: 0.2672, top5_acc: 0.5115, loss_cls: 3.4377, loss: 3.4377, grad_norm: 1.0222 2020-07-23 07:40:02,245 - mmaction - INFO - Epoch [67][640/940] lr: 5.069e-01, eta: 1 day, 22:55:57, time: 0.663, data_time: 0.003, memory: 9444, top1_acc: 0.2570, top5_acc: 0.5098, loss_cls: 3.4724, loss: 3.4724, grad_norm: 1.0278 2020-07-23 07:40:17,168 - mmaction - INFO - Epoch [67][660/940] lr: 5.069e-01, eta: 1 day, 22:55:26, time: 0.745, data_time: 0.005, memory: 9444, top1_acc: 0.2682, top5_acc: 0.5166, loss_cls: 3.4352, loss: 3.4352, grad_norm: 1.0207 2020-07-23 07:40:30,078 - mmaction - INFO - Epoch [67][680/940] lr: 5.069e-01, eta: 1 day, 22:54:50, time: 0.647, data_time: 0.004, memory: 9444, top1_acc: 0.2732, top5_acc: 0.5113, loss_cls: 3.4265, loss: 3.4265, grad_norm: 1.0239 2020-07-23 07:40:43,695 - mmaction - INFO - Epoch [67][700/940] lr: 5.069e-01, eta: 1 day, 22:54:16, time: 0.682, data_time: 0.003, memory: 9444, top1_acc: 0.2742, top5_acc: 0.5252, loss_cls: 3.3978, loss: 3.3978, grad_norm: 1.0073 2020-07-23 07:40:56,822 - mmaction - INFO - Epoch [67][720/940] lr: 5.069e-01, eta: 1 day, 22:53:40, time: 0.656, data_time: 0.002, memory: 9444, top1_acc: 0.2715, top5_acc: 0.5258, loss_cls: 3.3792, loss: 3.3792, grad_norm: 1.0152 2020-07-23 07:41:10,313 - mmaction - INFO - Epoch [67][740/940] lr: 5.069e-01, eta: 1 day, 22:53:06, time: 0.675, data_time: 0.002, memory: 9444, top1_acc: 0.2668, top5_acc: 0.5201, loss_cls: 3.4281, loss: 3.4281, grad_norm: 1.0337 2020-07-23 07:41:24,370 - mmaction - INFO - Epoch [67][760/940] lr: 5.069e-01, eta: 1 day, 22:52:33, time: 0.701, data_time: 0.001, memory: 9444, top1_acc: 0.2705, top5_acc: 0.5205, loss_cls: 3.4360, loss: 3.4360, grad_norm: 1.0297 2020-07-23 07:41:37,840 - mmaction - INFO - Epoch [67][780/940] lr: 5.069e-01, eta: 1 day, 22:51:58, time: 0.674, data_time: 0.003, memory: 9444, top1_acc: 0.2748, top5_acc: 0.5102, loss_cls: 3.4555, loss: 3.4555, grad_norm: 1.0122 2020-07-23 07:41:51,558 - mmaction - INFO - Epoch [67][800/940] lr: 5.069e-01, eta: 1 day, 22:51:25, time: 0.686, data_time: 0.002, memory: 9444, top1_acc: 0.2756, top5_acc: 0.5180, loss_cls: 3.4224, loss: 3.4224, grad_norm: 1.0120 2020-07-23 07:42:05,279 - mmaction - INFO - Epoch [67][820/940] lr: 5.069e-01, eta: 1 day, 22:50:51, time: 0.686, data_time: 0.001, memory: 9444, top1_acc: 0.2750, top5_acc: 0.5199, loss_cls: 3.4016, loss: 3.4016, grad_norm: 1.0139 2020-07-23 07:42:18,773 - mmaction - INFO - Epoch [67][840/940] lr: 5.069e-01, eta: 1 day, 22:50:16, time: 0.672, data_time: 0.001, memory: 9444, top1_acc: 0.2711, top5_acc: 0.5268, loss_cls: 3.3664, loss: 3.3664, grad_norm: 1.0062 2020-07-23 07:42:33,156 - mmaction - INFO - Epoch [67][860/940] lr: 5.069e-01, eta: 1 day, 22:49:44, time: 0.722, data_time: 0.005, memory: 9444, top1_acc: 0.2643, top5_acc: 0.5213, loss_cls: 3.4076, loss: 3.4076, grad_norm: 1.0381 2020-07-23 07:42:46,737 - mmaction - INFO - Epoch [67][880/940] lr: 5.069e-01, eta: 1 day, 22:49:10, time: 0.679, data_time: 0.003, memory: 9444, top1_acc: 0.2637, top5_acc: 0.5162, loss_cls: 3.4113, loss: 3.4113, grad_norm: 1.0283 2020-07-23 07:43:00,447 - mmaction - INFO - Epoch [67][900/940] lr: 5.069e-01, eta: 1 day, 22:48:36, time: 0.685, data_time: 0.001, memory: 9444, top1_acc: 0.2600, top5_acc: 0.5092, loss_cls: 3.4477, loss: 3.4477, grad_norm: 1.0187 2020-07-23 07:43:14,518 - mmaction - INFO - Epoch [67][920/940] lr: 5.069e-01, eta: 1 day, 22:48:03, time: 0.704, data_time: 0.003, memory: 9444, top1_acc: 0.2736, top5_acc: 0.5199, loss_cls: 3.3951, loss: 3.3951, grad_norm: 1.0291 2020-07-23 07:43:26,660 - mmaction - INFO - Epoch [67][940/940] lr: 5.069e-01, eta: 1 day, 22:47:25, time: 0.608, data_time: 0.003, memory: 9444, top1_acc: 0.2762, top5_acc: 0.5227, loss_cls: 3.3755, loss: 3.3755, grad_norm: 1.0350 2020-07-23 07:46:11,222 - mmaction - INFO - Epoch [68][20/940] lr: 5.042e-01, eta: 1 day, 22:53:42, time: 7.958, data_time: 6.126, memory: 9444, top1_acc: 0.2619, top5_acc: 0.5037, loss_cls: 3.4629, loss: 3.4629, grad_norm: 1.0285 2020-07-23 07:46:25,743 - mmaction - INFO - Epoch [68][40/940] lr: 5.042e-01, eta: 1 day, 22:53:10, time: 0.727, data_time: 0.015, memory: 9444, top1_acc: 0.2777, top5_acc: 0.5246, loss_cls: 3.3685, loss: 3.3685, grad_norm: 1.0244 2020-07-23 07:46:39,552 - mmaction - INFO - Epoch [68][60/940] lr: 5.042e-01, eta: 1 day, 22:52:36, time: 0.689, data_time: 0.002, memory: 9444, top1_acc: 0.2713, top5_acc: 0.5193, loss_cls: 3.4135, loss: 3.4135, grad_norm: 1.0274 2020-07-23 07:46:52,991 - mmaction - INFO - Epoch [68][80/940] lr: 5.042e-01, eta: 1 day, 22:52:02, time: 0.672, data_time: 0.003, memory: 9444, top1_acc: 0.2818, top5_acc: 0.5314, loss_cls: 3.3546, loss: 3.3546, grad_norm: 1.0080 2020-07-23 07:47:06,725 - mmaction - INFO - Epoch [68][100/940] lr: 5.042e-01, eta: 1 day, 22:51:28, time: 0.687, data_time: 0.003, memory: 9444, top1_acc: 0.2693, top5_acc: 0.5295, loss_cls: 3.3364, loss: 3.3364, grad_norm: 1.0139 2020-07-23 07:47:19,652 - mmaction - INFO - Epoch [68][120/940] lr: 5.042e-01, eta: 1 day, 22:50:52, time: 0.647, data_time: 0.003, memory: 9444, top1_acc: 0.2656, top5_acc: 0.5150, loss_cls: 3.4034, loss: 3.4034, grad_norm: 1.0150 2020-07-23 07:47:33,323 - mmaction - INFO - Epoch [68][140/940] lr: 5.042e-01, eta: 1 day, 22:50:17, time: 0.675, data_time: 0.002, memory: 9444, top1_acc: 0.2752, top5_acc: 0.5168, loss_cls: 3.3989, loss: 3.3989, grad_norm: 1.0132 2020-07-23 07:47:47,406 - mmaction - INFO - Epoch [68][160/940] lr: 5.042e-01, eta: 1 day, 22:49:45, time: 0.713, data_time: 0.010, memory: 9444, top1_acc: 0.2738, top5_acc: 0.5262, loss_cls: 3.3643, loss: 3.3643, grad_norm: 1.0317 2020-07-23 07:48:00,478 - mmaction - INFO - Epoch [68][180/940] lr: 5.042e-01, eta: 1 day, 22:49:09, time: 0.653, data_time: 0.003, memory: 9444, top1_acc: 0.2777, top5_acc: 0.5371, loss_cls: 3.3601, loss: 3.3601, grad_norm: 1.0200 2020-07-23 07:48:14,288 - mmaction - INFO - Epoch [68][200/940] lr: 5.042e-01, eta: 1 day, 22:48:36, time: 0.688, data_time: 0.001, memory: 9444, top1_acc: 0.2797, top5_acc: 0.5152, loss_cls: 3.3962, loss: 3.3962, grad_norm: 1.0264 2020-07-23 07:48:27,889 - mmaction - INFO - Epoch [68][220/940] lr: 5.042e-01, eta: 1 day, 22:48:02, time: 0.680, data_time: 0.004, memory: 9444, top1_acc: 0.2893, top5_acc: 0.5309, loss_cls: 3.3406, loss: 3.3406, grad_norm: 1.0134 2020-07-23 07:48:41,541 - mmaction - INFO - Epoch [68][240/940] lr: 5.042e-01, eta: 1 day, 22:47:28, time: 0.684, data_time: 0.004, memory: 9444, top1_acc: 0.2791, top5_acc: 0.5229, loss_cls: 3.3581, loss: 3.3581, grad_norm: 1.0271 2020-07-23 07:48:55,960 - mmaction - INFO - Epoch [68][260/940] lr: 5.042e-01, eta: 1 day, 22:46:56, time: 0.721, data_time: 0.002, memory: 9444, top1_acc: 0.2826, top5_acc: 0.5361, loss_cls: 3.3656, loss: 3.3656, grad_norm: 1.0333 2020-07-23 07:49:09,172 - mmaction - INFO - Epoch [68][280/940] lr: 5.042e-01, eta: 1 day, 22:46:21, time: 0.661, data_time: 0.004, memory: 9444, top1_acc: 0.2777, top5_acc: 0.5256, loss_cls: 3.3724, loss: 3.3724, grad_norm: 1.0236 2020-07-23 07:49:22,138 - mmaction - INFO - Epoch [68][300/940] lr: 5.042e-01, eta: 1 day, 22:45:45, time: 0.648, data_time: 0.002, memory: 9444, top1_acc: 0.2719, top5_acc: 0.5156, loss_cls: 3.4083, loss: 3.4083, grad_norm: 1.0397 2020-07-23 07:49:36,790 - mmaction - INFO - Epoch [68][320/940] lr: 5.042e-01, eta: 1 day, 22:45:13, time: 0.726, data_time: 0.008, memory: 9444, top1_acc: 0.2809, top5_acc: 0.5180, loss_cls: 3.3998, loss: 3.3998, grad_norm: 1.0298 2020-07-23 07:49:50,856 - mmaction - INFO - Epoch [68][340/940] lr: 5.042e-01, eta: 1 day, 22:44:41, time: 0.710, data_time: 0.009, memory: 9444, top1_acc: 0.2686, top5_acc: 0.5115, loss_cls: 3.4364, loss: 3.4364, grad_norm: 1.0136 2020-07-23 07:50:05,131 - mmaction - INFO - Epoch [68][360/940] lr: 5.042e-01, eta: 1 day, 22:44:09, time: 0.715, data_time: 0.002, memory: 9444, top1_acc: 0.2686, top5_acc: 0.5242, loss_cls: 3.3761, loss: 3.3761, grad_norm: 1.0182 2020-07-23 07:50:18,321 - mmaction - INFO - Epoch [68][380/940] lr: 5.042e-01, eta: 1 day, 22:43:34, time: 0.659, data_time: 0.002, memory: 9444, top1_acc: 0.2639, top5_acc: 0.5188, loss_cls: 3.4501, loss: 3.4501, grad_norm: 1.0190 2020-07-23 07:50:31,502 - mmaction - INFO - Epoch [68][400/940] lr: 5.042e-01, eta: 1 day, 22:42:58, time: 0.659, data_time: 0.003, memory: 9444, top1_acc: 0.2680, top5_acc: 0.5125, loss_cls: 3.4161, loss: 3.4161, grad_norm: 1.0232 2020-07-23 07:50:45,043 - mmaction - INFO - Epoch [68][420/940] lr: 5.042e-01, eta: 1 day, 22:42:24, time: 0.678, data_time: 0.003, memory: 9444, top1_acc: 0.2604, top5_acc: 0.5062, loss_cls: 3.4498, loss: 3.4498, grad_norm: 1.0301 2020-07-23 07:50:58,692 - mmaction - INFO - Epoch [68][440/940] lr: 5.042e-01, eta: 1 day, 22:41:50, time: 0.681, data_time: 0.002, memory: 9444, top1_acc: 0.2709, top5_acc: 0.5283, loss_cls: 3.3736, loss: 3.3736, grad_norm: 1.0215 2020-07-23 07:51:12,313 - mmaction - INFO - Epoch [68][460/940] lr: 5.042e-01, eta: 1 day, 22:41:16, time: 0.682, data_time: 0.004, memory: 9444, top1_acc: 0.2629, top5_acc: 0.5102, loss_cls: 3.4446, loss: 3.4446, grad_norm: 1.0297 2020-07-23 07:51:26,249 - mmaction - INFO - Epoch [68][480/940] lr: 5.042e-01, eta: 1 day, 22:40:44, time: 0.698, data_time: 0.003, memory: 9444, top1_acc: 0.2740, top5_acc: 0.5324, loss_cls: 3.3577, loss: 3.3577, grad_norm: 1.0310 2020-07-23 07:51:39,814 - mmaction - INFO - Epoch [68][500/940] lr: 5.042e-01, eta: 1 day, 22:40:09, time: 0.677, data_time: 0.001, memory: 9444, top1_acc: 0.2617, top5_acc: 0.5137, loss_cls: 3.4381, loss: 3.4381, grad_norm: 1.0143 2020-07-23 07:51:53,589 - mmaction - INFO - Epoch [68][520/940] lr: 5.042e-01, eta: 1 day, 22:39:36, time: 0.687, data_time: 0.003, memory: 9444, top1_acc: 0.2643, top5_acc: 0.5172, loss_cls: 3.4090, loss: 3.4090, grad_norm: 1.0003 2020-07-23 07:52:07,219 - mmaction - INFO - Epoch [68][540/940] lr: 5.042e-01, eta: 1 day, 22:39:02, time: 0.683, data_time: 0.005, memory: 9444, top1_acc: 0.2816, top5_acc: 0.5281, loss_cls: 3.3845, loss: 3.3845, grad_norm: 1.0152 2020-07-23 07:52:21,706 - mmaction - INFO - Epoch [68][560/940] lr: 5.042e-01, eta: 1 day, 22:38:31, time: 0.726, data_time: 0.003, memory: 9444, top1_acc: 0.2803, top5_acc: 0.5297, loss_cls: 3.3569, loss: 3.3569, grad_norm: 1.0461 2020-07-23 07:52:34,603 - mmaction - INFO - Epoch [68][580/940] lr: 5.042e-01, eta: 1 day, 22:37:55, time: 0.644, data_time: 0.002, memory: 9444, top1_acc: 0.2699, top5_acc: 0.5143, loss_cls: 3.4255, loss: 3.4255, grad_norm: 0.9967 2020-07-23 07:52:49,097 - mmaction - INFO - Epoch [68][600/940] lr: 5.042e-01, eta: 1 day, 22:37:23, time: 0.725, data_time: 0.002, memory: 9444, top1_acc: 0.2639, top5_acc: 0.5133, loss_cls: 3.4567, loss: 3.4567, grad_norm: 1.0364 2020-07-23 07:53:01,984 - mmaction - INFO - Epoch [68][620/940] lr: 5.042e-01, eta: 1 day, 22:36:48, time: 0.645, data_time: 0.003, memory: 9444, top1_acc: 0.2740, top5_acc: 0.5238, loss_cls: 3.4203, loss: 3.4203, grad_norm: 1.0378 2020-07-23 07:53:16,513 - mmaction - INFO - Epoch [68][640/940] lr: 5.042e-01, eta: 1 day, 22:36:16, time: 0.726, data_time: 0.002, memory: 9444, top1_acc: 0.2658, top5_acc: 0.5141, loss_cls: 3.4652, loss: 3.4652, grad_norm: 1.0047 2020-07-23 07:53:30,293 - mmaction - INFO - Epoch [68][660/940] lr: 5.042e-01, eta: 1 day, 22:35:43, time: 0.689, data_time: 0.002, memory: 9444, top1_acc: 0.2861, top5_acc: 0.5314, loss_cls: 3.3532, loss: 3.3532, grad_norm: 1.0134 2020-07-23 07:53:43,604 - mmaction - INFO - Epoch [68][680/940] lr: 5.042e-01, eta: 1 day, 22:35:08, time: 0.665, data_time: 0.001, memory: 9444, top1_acc: 0.2641, top5_acc: 0.5066, loss_cls: 3.4575, loss: 3.4575, grad_norm: 1.0183 2020-07-23 07:53:56,932 - mmaction - INFO - Epoch [68][700/940] lr: 5.042e-01, eta: 1 day, 22:34:34, time: 0.667, data_time: 0.002, memory: 9444, top1_acc: 0.2850, top5_acc: 0.5232, loss_cls: 3.3904, loss: 3.3904, grad_norm: 1.0022 2020-07-23 07:54:10,910 - mmaction - INFO - Epoch [68][720/940] lr: 5.042e-01, eta: 1 day, 22:34:01, time: 0.698, data_time: 0.003, memory: 9444, top1_acc: 0.2717, top5_acc: 0.5096, loss_cls: 3.4554, loss: 3.4554, grad_norm: 1.0096 2020-07-23 07:54:24,024 - mmaction - INFO - Epoch [68][740/940] lr: 5.042e-01, eta: 1 day, 22:33:26, time: 0.656, data_time: 0.003, memory: 9444, top1_acc: 0.2641, top5_acc: 0.5180, loss_cls: 3.4313, loss: 3.4313, grad_norm: 1.0194 2020-07-23 07:54:37,786 - mmaction - INFO - Epoch [68][760/940] lr: 5.042e-01, eta: 1 day, 22:32:52, time: 0.688, data_time: 0.002, memory: 9444, top1_acc: 0.2719, top5_acc: 0.5219, loss_cls: 3.4156, loss: 3.4156, grad_norm: 1.0075 2020-07-23 07:54:51,412 - mmaction - INFO - Epoch [68][780/940] lr: 5.042e-01, eta: 1 day, 22:32:19, time: 0.681, data_time: 0.002, memory: 9444, top1_acc: 0.2684, top5_acc: 0.5238, loss_cls: 3.4043, loss: 3.4043, grad_norm: 1.0133 2020-07-23 07:55:05,067 - mmaction - INFO - Epoch [68][800/940] lr: 5.042e-01, eta: 1 day, 22:31:45, time: 0.683, data_time: 0.002, memory: 9444, top1_acc: 0.2789, top5_acc: 0.5232, loss_cls: 3.3681, loss: 3.3681, grad_norm: 1.0132 2020-07-23 07:55:18,597 - mmaction - INFO - Epoch [68][820/940] lr: 5.042e-01, eta: 1 day, 22:31:11, time: 0.676, data_time: 0.002, memory: 9444, top1_acc: 0.2658, top5_acc: 0.5092, loss_cls: 3.4593, loss: 3.4593, grad_norm: 1.0124 2020-07-23 07:55:32,172 - mmaction - INFO - Epoch [68][840/940] lr: 5.042e-01, eta: 1 day, 22:30:37, time: 0.678, data_time: 0.003, memory: 9444, top1_acc: 0.2629, top5_acc: 0.5221, loss_cls: 3.4234, loss: 3.4234, grad_norm: 1.0111 2020-07-23 07:55:45,167 - mmaction - INFO - Epoch [68][860/940] lr: 5.042e-01, eta: 1 day, 22:30:02, time: 0.648, data_time: 0.003, memory: 9444, top1_acc: 0.2777, top5_acc: 0.5270, loss_cls: 3.3642, loss: 3.3642, grad_norm: 1.0277 2020-07-23 07:55:59,257 - mmaction - INFO - Epoch [68][880/940] lr: 5.042e-01, eta: 1 day, 22:29:30, time: 0.706, data_time: 0.004, memory: 9444, top1_acc: 0.2723, top5_acc: 0.5207, loss_cls: 3.4039, loss: 3.4039, grad_norm: 1.0427 2020-07-23 07:56:12,157 - mmaction - INFO - Epoch [68][900/940] lr: 5.042e-01, eta: 1 day, 22:28:54, time: 0.646, data_time: 0.003, memory: 9444, top1_acc: 0.2709, top5_acc: 0.5254, loss_cls: 3.3863, loss: 3.3863, grad_norm: 1.0280 2020-07-23 07:56:25,326 - mmaction - INFO - Epoch [68][920/940] lr: 5.042e-01, eta: 1 day, 22:28:19, time: 0.655, data_time: 0.002, memory: 9444, top1_acc: 0.2750, top5_acc: 0.5207, loss_cls: 3.4083, loss: 3.4083, grad_norm: 1.0209 2020-07-23 07:56:38,227 - mmaction - INFO - Epoch [68][940/940] lr: 5.042e-01, eta: 1 day, 22:27:44, time: 0.649, data_time: 0.005, memory: 9444, top1_acc: 0.2685, top5_acc: 0.5258, loss_cls: 3.3995, loss: 3.3995, grad_norm: 1.0084 2020-07-23 07:56:44,155 - mmaction - INFO - Saving checkpoint at 68 epochs 2020-07-23 07:59:11,936 - mmaction - INFO - Epoch [69][20/940] lr: 5.015e-01, eta: 1 day, 22:33:18, time: 7.347, data_time: 6.445, memory: 9444, top1_acc: 0.2766, top5_acc: 0.5271, loss_cls: 3.3659, loss: 3.3659, grad_norm: 1.0158 2020-07-23 07:59:25,135 - mmaction - INFO - Epoch [69][40/940] lr: 5.015e-01, eta: 1 day, 22:32:44, time: 0.664, data_time: 0.019, memory: 9444, top1_acc: 0.2762, top5_acc: 0.5248, loss_cls: 3.3626, loss: 3.3626, grad_norm: 1.0152 2020-07-23 07:59:38,707 - mmaction - INFO - Epoch [69][60/940] lr: 5.015e-01, eta: 1 day, 22:32:10, time: 0.679, data_time: 0.004, memory: 9444, top1_acc: 0.2818, top5_acc: 0.5236, loss_cls: 3.3771, loss: 3.3771, grad_norm: 1.0317 2020-07-23 07:59:54,277 - mmaction - INFO - Epoch [69][80/940] lr: 5.015e-01, eta: 1 day, 22:31:42, time: 0.779, data_time: 0.004, memory: 9444, top1_acc: 0.2721, top5_acc: 0.5314, loss_cls: 3.3581, loss: 3.3581, grad_norm: 1.0431 2020-07-23 08:00:07,810 - mmaction - INFO - Epoch [69][100/940] lr: 5.015e-01, eta: 1 day, 22:31:07, time: 0.673, data_time: 0.003, memory: 9444, top1_acc: 0.2893, top5_acc: 0.5295, loss_cls: 3.3416, loss: 3.3416, grad_norm: 1.0185 2020-07-23 08:00:28,678 - mmaction - INFO - Epoch [69][120/940] lr: 5.015e-01, eta: 1 day, 22:30:54, time: 1.043, data_time: 0.013, memory: 9444, top1_acc: 0.2811, top5_acc: 0.5303, loss_cls: 3.3716, loss: 3.3716, grad_norm: 1.0444 2020-07-23 08:00:41,748 - mmaction - INFO - Epoch [69][140/940] lr: 5.015e-01, eta: 1 day, 22:30:19, time: 0.656, data_time: 0.014, memory: 9444, top1_acc: 0.2781, top5_acc: 0.5322, loss_cls: 3.3369, loss: 3.3369, grad_norm: 0.9979 2020-07-23 08:00:55,956 - mmaction - INFO - Epoch [69][160/940] lr: 5.015e-01, eta: 1 day, 22:29:47, time: 0.713, data_time: 0.005, memory: 9444, top1_acc: 0.2775, top5_acc: 0.5303, loss_cls: 3.3577, loss: 3.3577, grad_norm: 1.0335 2020-07-23 08:01:09,832 - mmaction - INFO - Epoch [69][180/940] lr: 5.015e-01, eta: 1 day, 22:29:14, time: 0.693, data_time: 0.002, memory: 9444, top1_acc: 0.2695, top5_acc: 0.5131, loss_cls: 3.4249, loss: 3.4249, grad_norm: 1.0405 2020-07-23 08:01:22,984 - mmaction - INFO - Epoch [69][200/940] lr: 5.015e-01, eta: 1 day, 22:28:39, time: 0.659, data_time: 0.003, memory: 9444, top1_acc: 0.2760, top5_acc: 0.5318, loss_cls: 3.3610, loss: 3.3610, grad_norm: 1.0168 2020-07-23 08:01:36,738 - mmaction - INFO - Epoch [69][220/940] lr: 5.015e-01, eta: 1 day, 22:28:05, time: 0.687, data_time: 0.001, memory: 9444, top1_acc: 0.2814, top5_acc: 0.5281, loss_cls: 3.3544, loss: 3.3544, grad_norm: 1.0184 2020-07-23 08:01:51,004 - mmaction - INFO - Epoch [69][240/940] lr: 5.015e-01, eta: 1 day, 22:27:34, time: 0.714, data_time: 0.003, memory: 9444, top1_acc: 0.2658, top5_acc: 0.5234, loss_cls: 3.4206, loss: 3.4206, grad_norm: 1.0311 2020-07-23 08:02:04,782 - mmaction - INFO - Epoch [69][260/940] lr: 5.015e-01, eta: 1 day, 22:27:00, time: 0.688, data_time: 0.002, memory: 9444, top1_acc: 0.2736, top5_acc: 0.5301, loss_cls: 3.3827, loss: 3.3827, grad_norm: 1.0162 2020-07-23 08:02:17,683 - mmaction - INFO - Epoch [69][280/940] lr: 5.015e-01, eta: 1 day, 22:26:25, time: 0.645, data_time: 0.002, memory: 9444, top1_acc: 0.2846, top5_acc: 0.5338, loss_cls: 3.3577, loss: 3.3577, grad_norm: 1.0348 2020-07-23 08:02:32,511 - mmaction - INFO - Epoch [69][300/940] lr: 5.015e-01, eta: 1 day, 22:25:54, time: 0.739, data_time: 0.002, memory: 9444, top1_acc: 0.2816, top5_acc: 0.5340, loss_cls: 3.3701, loss: 3.3701, grad_norm: 1.0317 2020-07-23 08:02:46,274 - mmaction - INFO - Epoch [69][320/940] lr: 5.015e-01, eta: 1 day, 22:25:21, time: 0.691, data_time: 0.004, memory: 9444, top1_acc: 0.2766, top5_acc: 0.5332, loss_cls: 3.3661, loss: 3.3661, grad_norm: 1.0444 2020-07-23 08:02:59,336 - mmaction - INFO - Epoch [69][340/940] lr: 5.015e-01, eta: 1 day, 22:24:46, time: 0.653, data_time: 0.002, memory: 9444, top1_acc: 0.2631, top5_acc: 0.4975, loss_cls: 3.4900, loss: 3.4900, grad_norm: 1.0356 2020-07-23 08:03:13,655 - mmaction - INFO - Epoch [69][360/940] lr: 5.015e-01, eta: 1 day, 22:24:15, time: 0.716, data_time: 0.003, memory: 9444, top1_acc: 0.2738, top5_acc: 0.5143, loss_cls: 3.4141, loss: 3.4141, grad_norm: 1.0143 2020-07-23 08:03:27,126 - mmaction - INFO - Epoch [69][380/940] lr: 5.015e-01, eta: 1 day, 22:23:41, time: 0.673, data_time: 0.002, memory: 9444, top1_acc: 0.2693, top5_acc: 0.5178, loss_cls: 3.4455, loss: 3.4455, grad_norm: 1.0462 2020-07-23 08:03:40,773 - mmaction - INFO - Epoch [69][400/940] lr: 5.015e-01, eta: 1 day, 22:23:07, time: 0.682, data_time: 0.004, memory: 9444, top1_acc: 0.2762, top5_acc: 0.5291, loss_cls: 3.3851, loss: 3.3851, grad_norm: 1.0189 2020-07-23 08:03:54,546 - mmaction - INFO - Epoch [69][420/940] lr: 5.015e-01, eta: 1 day, 22:22:34, time: 0.690, data_time: 0.004, memory: 9444, top1_acc: 0.2848, top5_acc: 0.5195, loss_cls: 3.3787, loss: 3.3787, grad_norm: 1.0280 2020-07-23 08:04:08,053 - mmaction - INFO - Epoch [69][440/940] lr: 5.015e-01, eta: 1 day, 22:22:00, time: 0.675, data_time: 0.002, memory: 9444, top1_acc: 0.2727, top5_acc: 0.5174, loss_cls: 3.4170, loss: 3.4170, grad_norm: 1.0403 2020-07-23 08:04:22,519 - mmaction - INFO - Epoch [69][460/940] lr: 5.015e-01, eta: 1 day, 22:21:29, time: 0.724, data_time: 0.002, memory: 9444, top1_acc: 0.2674, top5_acc: 0.5146, loss_cls: 3.4060, loss: 3.4060, grad_norm: 1.0499 2020-07-23 08:04:35,556 - mmaction - INFO - Epoch [69][480/940] lr: 5.015e-01, eta: 1 day, 22:20:54, time: 0.652, data_time: 0.001, memory: 9444, top1_acc: 0.2703, top5_acc: 0.5188, loss_cls: 3.4418, loss: 3.4418, grad_norm: 1.0277 2020-07-23 08:04:49,982 - mmaction - INFO - Epoch [69][500/940] lr: 5.015e-01, eta: 1 day, 22:20:23, time: 0.721, data_time: 0.002, memory: 9444, top1_acc: 0.2883, top5_acc: 0.5225, loss_cls: 3.3725, loss: 3.3725, grad_norm: 1.0155 2020-07-23 08:05:04,343 - mmaction - INFO - Epoch [69][520/940] lr: 5.015e-01, eta: 1 day, 22:19:51, time: 0.717, data_time: 0.001, memory: 9444, top1_acc: 0.2752, top5_acc: 0.5137, loss_cls: 3.4260, loss: 3.4260, grad_norm: 1.0124 2020-07-23 08:05:18,006 - mmaction - INFO - Epoch [69][540/940] lr: 5.015e-01, eta: 1 day, 22:19:18, time: 0.683, data_time: 0.002, memory: 9444, top1_acc: 0.2650, top5_acc: 0.5111, loss_cls: 3.4345, loss: 3.4345, grad_norm: 1.0298 2020-07-23 08:05:31,077 - mmaction - INFO - Epoch [69][560/940] lr: 5.015e-01, eta: 1 day, 22:18:43, time: 0.654, data_time: 0.003, memory: 9444, top1_acc: 0.2723, top5_acc: 0.5246, loss_cls: 3.3868, loss: 3.3868, grad_norm: 1.0261 2020-07-23 08:05:45,139 - mmaction - INFO - Epoch [69][580/940] lr: 5.015e-01, eta: 1 day, 22:18:11, time: 0.703, data_time: 0.007, memory: 9444, top1_acc: 0.2730, top5_acc: 0.5258, loss_cls: 3.3955, loss: 3.3955, grad_norm: 1.0213 2020-07-23 08:05:57,993 - mmaction - INFO - Epoch [69][600/940] lr: 5.015e-01, eta: 1 day, 22:17:35, time: 0.642, data_time: 0.003, memory: 9444, top1_acc: 0.2756, top5_acc: 0.5258, loss_cls: 3.4019, loss: 3.4019, grad_norm: 1.0194 2020-07-23 08:06:11,926 - mmaction - INFO - Epoch [69][620/940] lr: 5.015e-01, eta: 1 day, 22:17:03, time: 0.698, data_time: 0.003, memory: 9444, top1_acc: 0.2674, top5_acc: 0.5189, loss_cls: 3.4145, loss: 3.4145, grad_norm: 1.0059 2020-07-23 08:06:25,356 - mmaction - INFO - Epoch [69][640/940] lr: 5.015e-01, eta: 1 day, 22:16:29, time: 0.670, data_time: 0.002, memory: 9444, top1_acc: 0.2617, top5_acc: 0.5141, loss_cls: 3.4516, loss: 3.4516, grad_norm: 1.0179 2020-07-23 08:06:39,757 - mmaction - INFO - Epoch [69][660/940] lr: 5.015e-01, eta: 1 day, 22:15:58, time: 0.721, data_time: 0.004, memory: 9444, top1_acc: 0.2713, top5_acc: 0.5199, loss_cls: 3.4004, loss: 3.4004, grad_norm: 1.0158 2020-07-23 08:06:53,433 - mmaction - INFO - Epoch [69][680/940] lr: 5.015e-01, eta: 1 day, 22:15:24, time: 0.683, data_time: 0.002, memory: 9444, top1_acc: 0.2732, top5_acc: 0.5133, loss_cls: 3.4385, loss: 3.4385, grad_norm: 1.0123 2020-07-23 08:07:06,967 - mmaction - INFO - Epoch [69][700/940] lr: 5.015e-01, eta: 1 day, 22:14:50, time: 0.671, data_time: 0.003, memory: 9444, top1_acc: 0.2732, top5_acc: 0.5195, loss_cls: 3.4126, loss: 3.4126, grad_norm: 1.0259 2020-07-23 08:07:21,135 - mmaction - INFO - Epoch [69][720/940] lr: 5.015e-01, eta: 1 day, 22:14:19, time: 0.714, data_time: 0.010, memory: 9444, top1_acc: 0.2699, top5_acc: 0.5227, loss_cls: 3.3947, loss: 3.3947, grad_norm: 1.0154 2020-07-23 08:07:35,189 - mmaction - INFO - Epoch [69][740/940] lr: 5.015e-01, eta: 1 day, 22:13:47, time: 0.703, data_time: 0.003, memory: 9444, top1_acc: 0.2652, top5_acc: 0.5160, loss_cls: 3.4352, loss: 3.4352, grad_norm: 1.0250 2020-07-23 08:07:48,315 - mmaction - INFO - Epoch [69][760/940] lr: 5.015e-01, eta: 1 day, 22:13:12, time: 0.656, data_time: 0.002, memory: 9444, top1_acc: 0.2590, top5_acc: 0.5074, loss_cls: 3.4650, loss: 3.4650, grad_norm: 1.0375 2020-07-23 08:08:02,052 - mmaction - INFO - Epoch [69][780/940] lr: 5.015e-01, eta: 1 day, 22:12:39, time: 0.687, data_time: 0.003, memory: 9444, top1_acc: 0.2668, top5_acc: 0.5229, loss_cls: 3.3960, loss: 3.3960, grad_norm: 1.0194 2020-07-23 08:08:15,853 - mmaction - INFO - Epoch [69][800/940] lr: 5.015e-01, eta: 1 day, 22:12:06, time: 0.689, data_time: 0.003, memory: 9444, top1_acc: 0.2658, top5_acc: 0.5156, loss_cls: 3.4301, loss: 3.4301, grad_norm: 1.0252 2020-07-23 08:08:28,864 - mmaction - INFO - Epoch [69][820/940] lr: 5.015e-01, eta: 1 day, 22:11:31, time: 0.649, data_time: 0.002, memory: 9444, top1_acc: 0.2707, top5_acc: 0.5195, loss_cls: 3.4121, loss: 3.4121, grad_norm: 0.9984 2020-07-23 08:08:42,899 - mmaction - INFO - Epoch [69][840/940] lr: 5.015e-01, eta: 1 day, 22:10:59, time: 0.703, data_time: 0.004, memory: 9444, top1_acc: 0.2904, top5_acc: 0.5287, loss_cls: 3.3341, loss: 3.3341, grad_norm: 1.0279 2020-07-23 08:08:55,777 - mmaction - INFO - Epoch [69][860/940] lr: 5.015e-01, eta: 1 day, 22:10:24, time: 0.645, data_time: 0.003, memory: 9444, top1_acc: 0.2678, top5_acc: 0.5234, loss_cls: 3.3745, loss: 3.3745, grad_norm: 1.0271 2020-07-23 08:09:09,505 - mmaction - INFO - Epoch [69][880/940] lr: 5.015e-01, eta: 1 day, 22:09:51, time: 0.685, data_time: 0.002, memory: 9444, top1_acc: 0.2648, top5_acc: 0.5141, loss_cls: 3.4212, loss: 3.4212, grad_norm: 1.0164 2020-07-23 08:09:23,019 - mmaction - INFO - Epoch [69][900/940] lr: 5.015e-01, eta: 1 day, 22:09:18, time: 0.677, data_time: 0.003, memory: 9444, top1_acc: 0.2738, top5_acc: 0.5209, loss_cls: 3.4236, loss: 3.4236, grad_norm: 1.0163 2020-07-23 08:09:36,611 - mmaction - INFO - Epoch [69][920/940] lr: 5.015e-01, eta: 1 day, 22:08:44, time: 0.680, data_time: 0.002, memory: 9444, top1_acc: 0.2795, top5_acc: 0.5240, loss_cls: 3.3760, loss: 3.3760, grad_norm: 1.0352 2020-07-23 08:09:49,776 - mmaction - INFO - Epoch [69][940/940] lr: 5.015e-01, eta: 1 day, 22:08:10, time: 0.659, data_time: 0.002, memory: 9444, top1_acc: 0.2721, top5_acc: 0.5095, loss_cls: 3.4427, loss: 3.4427, grad_norm: 1.0217 2020-07-23 08:12:49,785 - mmaction - INFO - Epoch [70][20/940] lr: 4.987e-01, eta: 1 day, 22:14:45, time: 8.590, data_time: 7.057, memory: 9444, top1_acc: 0.2682, top5_acc: 0.5127, loss_cls: 3.4435, loss: 3.4435, grad_norm: 1.0241 2020-07-23 08:13:02,569 - mmaction - INFO - Epoch [70][40/940] lr: 4.987e-01, eta: 1 day, 22:14:10, time: 0.639, data_time: 0.002, memory: 9444, top1_acc: 0.2670, top5_acc: 0.5223, loss_cls: 3.4059, loss: 3.4059, grad_norm: 1.0024 2020-07-23 08:13:17,217 - mmaction - INFO - Epoch [70][60/940] lr: 4.987e-01, eta: 1 day, 22:13:39, time: 0.732, data_time: 0.002, memory: 9444, top1_acc: 0.2809, top5_acc: 0.5344, loss_cls: 3.3673, loss: 3.3673, grad_norm: 1.0337 2020-07-23 08:13:30,061 - mmaction - INFO - Epoch [70][80/940] lr: 4.987e-01, eta: 1 day, 22:13:03, time: 0.642, data_time: 0.002, memory: 9444, top1_acc: 0.2752, top5_acc: 0.5242, loss_cls: 3.3709, loss: 3.3709, grad_norm: 1.0215 2020-07-23 08:13:43,779 - mmaction - INFO - Epoch [70][100/940] lr: 4.987e-01, eta: 1 day, 22:12:30, time: 0.686, data_time: 0.002, memory: 9444, top1_acc: 0.2748, top5_acc: 0.5119, loss_cls: 3.4203, loss: 3.4203, grad_norm: 1.0356 2020-07-23 08:13:56,602 - mmaction - INFO - Epoch [70][120/940] lr: 4.987e-01, eta: 1 day, 22:11:55, time: 0.642, data_time: 0.003, memory: 9444, top1_acc: 0.2738, top5_acc: 0.5115, loss_cls: 3.4279, loss: 3.4279, grad_norm: 1.0306 2020-07-23 08:14:09,895 - mmaction - INFO - Epoch [70][140/940] lr: 4.987e-01, eta: 1 day, 22:11:21, time: 0.665, data_time: 0.002, memory: 9444, top1_acc: 0.2605, top5_acc: 0.5061, loss_cls: 3.4461, loss: 3.4461, grad_norm: 1.0063 2020-07-23 08:14:23,406 - mmaction - INFO - Epoch [70][160/940] lr: 4.987e-01, eta: 1 day, 22:10:47, time: 0.676, data_time: 0.002, memory: 9444, top1_acc: 0.2812, top5_acc: 0.5334, loss_cls: 3.3322, loss: 3.3322, grad_norm: 1.0430 2020-07-23 08:14:37,603 - mmaction - INFO - Epoch [70][180/940] lr: 4.987e-01, eta: 1 day, 22:10:15, time: 0.709, data_time: 0.002, memory: 9444, top1_acc: 0.2686, top5_acc: 0.5109, loss_cls: 3.3977, loss: 3.3977, grad_norm: 1.0236 2020-07-23 08:14:51,275 - mmaction - INFO - Epoch [70][200/940] lr: 4.987e-01, eta: 1 day, 22:09:42, time: 0.682, data_time: 0.002, memory: 9444, top1_acc: 0.2783, top5_acc: 0.5330, loss_cls: 3.3565, loss: 3.3565, grad_norm: 1.0235 2020-07-23 08:15:04,936 - mmaction - INFO - Epoch [70][220/940] lr: 4.987e-01, eta: 1 day, 22:09:09, time: 0.684, data_time: 0.003, memory: 9444, top1_acc: 0.2777, top5_acc: 0.5307, loss_cls: 3.3613, loss: 3.3613, grad_norm: 1.0297 2020-07-23 08:15:18,697 - mmaction - INFO - Epoch [70][240/940] lr: 4.987e-01, eta: 1 day, 22:08:36, time: 0.689, data_time: 0.004, memory: 9444, top1_acc: 0.2879, top5_acc: 0.5430, loss_cls: 3.3220, loss: 3.3220, grad_norm: 1.0308 2020-07-23 08:15:32,758 - mmaction - INFO - Epoch [70][260/940] lr: 4.987e-01, eta: 1 day, 22:08:04, time: 0.703, data_time: 0.002, memory: 9444, top1_acc: 0.2703, top5_acc: 0.5297, loss_cls: 3.3809, loss: 3.3809, grad_norm: 1.0338 2020-07-23 08:15:46,643 - mmaction - INFO - Epoch [70][280/940] lr: 4.987e-01, eta: 1 day, 22:07:32, time: 0.693, data_time: 0.013, memory: 9444, top1_acc: 0.2678, top5_acc: 0.5125, loss_cls: 3.4019, loss: 3.4019, grad_norm: 1.0410 2020-07-23 08:15:59,590 - mmaction - INFO - Epoch [70][300/940] lr: 4.987e-01, eta: 1 day, 22:06:57, time: 0.648, data_time: 0.002, memory: 9444, top1_acc: 0.2818, top5_acc: 0.5316, loss_cls: 3.3601, loss: 3.3601, grad_norm: 1.0137 2020-07-23 08:16:13,123 - mmaction - INFO - Epoch [70][320/940] lr: 4.987e-01, eta: 1 day, 22:06:23, time: 0.676, data_time: 0.002, memory: 9444, top1_acc: 0.2742, top5_acc: 0.5275, loss_cls: 3.3852, loss: 3.3852, grad_norm: 1.0273 2020-07-23 08:16:26,686 - mmaction - INFO - Epoch [70][340/940] lr: 4.987e-01, eta: 1 day, 22:05:50, time: 0.678, data_time: 0.003, memory: 9444, top1_acc: 0.2762, top5_acc: 0.5301, loss_cls: 3.3654, loss: 3.3654, grad_norm: 1.0247 2020-07-23 08:16:40,443 - mmaction - INFO - Epoch [70][360/940] lr: 4.987e-01, eta: 1 day, 22:05:17, time: 0.688, data_time: 0.003, memory: 9444, top1_acc: 0.2807, top5_acc: 0.5201, loss_cls: 3.3706, loss: 3.3706, grad_norm: 1.0678 2020-07-23 08:16:54,173 - mmaction - INFO - Epoch [70][380/940] lr: 4.987e-01, eta: 1 day, 22:04:44, time: 0.686, data_time: 0.003, memory: 9444, top1_acc: 0.2775, top5_acc: 0.5195, loss_cls: 3.4326, loss: 3.4326, grad_norm: 1.0122 2020-07-23 08:17:07,866 - mmaction - INFO - Epoch [70][400/940] lr: 4.987e-01, eta: 1 day, 22:04:11, time: 0.685, data_time: 0.003, memory: 9444, top1_acc: 0.2729, top5_acc: 0.5264, loss_cls: 3.3589, loss: 3.3589, grad_norm: 1.0149 2020-07-23 08:17:21,769 - mmaction - INFO - Epoch [70][420/940] lr: 4.987e-01, eta: 1 day, 22:03:39, time: 0.693, data_time: 0.013, memory: 9444, top1_acc: 0.2615, top5_acc: 0.5102, loss_cls: 3.4548, loss: 3.4548, grad_norm: 1.0300 2020-07-23 08:17:35,554 - mmaction - INFO - Epoch [70][440/940] lr: 4.987e-01, eta: 1 day, 22:03:06, time: 0.692, data_time: 0.005, memory: 9444, top1_acc: 0.2717, top5_acc: 0.5215, loss_cls: 3.4207, loss: 3.4207, grad_norm: 1.0162 2020-07-23 08:17:49,008 - mmaction - INFO - Epoch [70][460/940] lr: 4.987e-01, eta: 1 day, 22:02:33, time: 0.672, data_time: 0.002, memory: 9444, top1_acc: 0.2633, top5_acc: 0.5174, loss_cls: 3.4109, loss: 3.4109, grad_norm: 1.0110 2020-07-23 08:18:02,222 - mmaction - INFO - Epoch [70][480/940] lr: 4.987e-01, eta: 1 day, 22:01:59, time: 0.663, data_time: 0.010, memory: 9444, top1_acc: 0.2775, top5_acc: 0.5258, loss_cls: 3.3697, loss: 3.3697, grad_norm: 1.0301 2020-07-23 08:18:16,128 - mmaction - INFO - Epoch [70][500/940] lr: 4.987e-01, eta: 1 day, 22:01:26, time: 0.695, data_time: 0.001, memory: 9444, top1_acc: 0.2709, top5_acc: 0.5307, loss_cls: 3.4055, loss: 3.4055, grad_norm: 0.9958 2020-07-23 08:18:29,153 - mmaction - INFO - Epoch [70][520/940] lr: 4.987e-01, eta: 1 day, 22:00:52, time: 0.651, data_time: 0.002, memory: 9444, top1_acc: 0.2785, top5_acc: 0.5297, loss_cls: 3.3667, loss: 3.3667, grad_norm: 1.0122 2020-07-23 08:18:42,920 - mmaction - INFO - Epoch [70][540/940] lr: 4.987e-01, eta: 1 day, 22:00:19, time: 0.688, data_time: 0.002, memory: 9444, top1_acc: 0.2699, top5_acc: 0.5191, loss_cls: 3.3959, loss: 3.3959, grad_norm: 1.0407 2020-07-23 08:18:57,162 - mmaction - INFO - Epoch [70][560/940] lr: 4.987e-01, eta: 1 day, 21:59:48, time: 0.713, data_time: 0.002, memory: 9444, top1_acc: 0.2680, top5_acc: 0.5062, loss_cls: 3.4615, loss: 3.4615, grad_norm: 1.0127 2020-07-23 08:19:10,672 - mmaction - INFO - Epoch [70][580/940] lr: 4.987e-01, eta: 1 day, 21:59:14, time: 0.675, data_time: 0.002, memory: 9444, top1_acc: 0.2848, top5_acc: 0.5326, loss_cls: 3.3424, loss: 3.3424, grad_norm: 1.0307 2020-07-23 08:19:24,731 - mmaction - INFO - Epoch [70][600/940] lr: 4.987e-01, eta: 1 day, 21:58:42, time: 0.702, data_time: 0.002, memory: 9444, top1_acc: 0.2611, top5_acc: 0.5227, loss_cls: 3.4144, loss: 3.4144, grad_norm: 1.0354 2020-07-23 08:19:39,225 - mmaction - INFO - Epoch [70][620/940] lr: 4.987e-01, eta: 1 day, 21:58:12, time: 0.725, data_time: 0.003, memory: 9444, top1_acc: 0.2689, top5_acc: 0.5199, loss_cls: 3.4057, loss: 3.4057, grad_norm: 1.0264 2020-07-23 08:19:52,423 - mmaction - INFO - Epoch [70][640/940] lr: 4.987e-01, eta: 1 day, 21:57:38, time: 0.660, data_time: 0.002, memory: 9444, top1_acc: 0.2713, top5_acc: 0.5303, loss_cls: 3.3606, loss: 3.3606, grad_norm: 1.0448 2020-07-23 08:20:06,481 - mmaction - INFO - Epoch [70][660/940] lr: 4.987e-01, eta: 1 day, 21:57:06, time: 0.703, data_time: 0.002, memory: 9444, top1_acc: 0.2711, top5_acc: 0.5191, loss_cls: 3.4129, loss: 3.4129, grad_norm: 1.0318 2020-07-23 08:20:19,763 - mmaction - INFO - Epoch [70][680/940] lr: 4.987e-01, eta: 1 day, 21:56:32, time: 0.663, data_time: 0.002, memory: 9444, top1_acc: 0.2785, top5_acc: 0.5178, loss_cls: 3.4108, loss: 3.4108, grad_norm: 1.0150 2020-07-23 08:20:33,487 - mmaction - INFO - Epoch [70][700/940] lr: 4.987e-01, eta: 1 day, 21:55:59, time: 0.687, data_time: 0.011, memory: 9444, top1_acc: 0.2734, top5_acc: 0.5121, loss_cls: 3.4081, loss: 3.4081, grad_norm: 1.0356 2020-07-23 08:20:47,154 - mmaction - INFO - Epoch [70][720/940] lr: 4.987e-01, eta: 1 day, 21:55:26, time: 0.684, data_time: 0.002, memory: 9444, top1_acc: 0.2750, top5_acc: 0.5111, loss_cls: 3.4347, loss: 3.4347, grad_norm: 1.0114 2020-07-23 08:21:00,110 - mmaction - INFO - Epoch [70][740/940] lr: 4.987e-01, eta: 1 day, 21:54:52, time: 0.648, data_time: 0.001, memory: 9444, top1_acc: 0.2695, top5_acc: 0.5203, loss_cls: 3.4039, loss: 3.4039, grad_norm: 1.0267 2020-07-23 08:21:13,835 - mmaction - INFO - Epoch [70][760/940] lr: 4.987e-01, eta: 1 day, 21:54:19, time: 0.686, data_time: 0.002, memory: 9444, top1_acc: 0.2773, top5_acc: 0.5146, loss_cls: 3.4023, loss: 3.4023, grad_norm: 1.0307 2020-07-23 08:21:27,014 - mmaction - INFO - Epoch [70][780/940] lr: 4.987e-01, eta: 1 day, 21:53:45, time: 0.658, data_time: 0.002, memory: 9444, top1_acc: 0.2773, top5_acc: 0.5266, loss_cls: 3.3633, loss: 3.3633, grad_norm: 1.0421 2020-07-23 08:21:40,767 - mmaction - INFO - Epoch [70][800/940] lr: 4.987e-01, eta: 1 day, 21:53:12, time: 0.689, data_time: 0.003, memory: 9444, top1_acc: 0.2619, top5_acc: 0.5158, loss_cls: 3.4352, loss: 3.4352, grad_norm: 1.0345 2020-07-23 08:21:54,435 - mmaction - INFO - Epoch [70][820/940] lr: 4.987e-01, eta: 1 day, 21:52:40, time: 0.683, data_time: 0.002, memory: 9444, top1_acc: 0.2816, top5_acc: 0.5316, loss_cls: 3.3617, loss: 3.3617, grad_norm: 1.0319 2020-07-23 08:22:07,844 - mmaction - INFO - Epoch [70][840/940] lr: 4.987e-01, eta: 1 day, 21:52:06, time: 0.670, data_time: 0.001, memory: 9444, top1_acc: 0.2707, top5_acc: 0.5145, loss_cls: 3.4098, loss: 3.4098, grad_norm: 1.0286 2020-07-23 08:22:21,270 - mmaction - INFO - Epoch [70][860/940] lr: 4.987e-01, eta: 1 day, 21:51:33, time: 0.671, data_time: 0.002, memory: 9444, top1_acc: 0.2705, top5_acc: 0.5230, loss_cls: 3.4011, loss: 3.4011, grad_norm: 1.0248 2020-07-23 08:22:35,094 - mmaction - INFO - Epoch [70][880/940] lr: 4.987e-01, eta: 1 day, 21:51:00, time: 0.691, data_time: 0.002, memory: 9444, top1_acc: 0.2729, top5_acc: 0.5184, loss_cls: 3.4268, loss: 3.4268, grad_norm: 0.9947 2020-07-23 08:22:48,549 - mmaction - INFO - Epoch [70][900/940] lr: 4.987e-01, eta: 1 day, 21:50:27, time: 0.673, data_time: 0.003, memory: 9444, top1_acc: 0.2766, top5_acc: 0.5219, loss_cls: 3.3841, loss: 3.3841, grad_norm: 1.0501 2020-07-23 08:23:02,042 - mmaction - INFO - Epoch [70][920/940] lr: 4.987e-01, eta: 1 day, 21:49:54, time: 0.675, data_time: 0.002, memory: 9444, top1_acc: 0.2639, top5_acc: 0.5039, loss_cls: 3.4376, loss: 3.4376, grad_norm: 1.0152 2020-07-23 08:23:15,060 - mmaction - INFO - Epoch [70][940/940] lr: 4.987e-01, eta: 1 day, 21:49:20, time: 0.651, data_time: 0.002, memory: 9444, top1_acc: 0.2723, top5_acc: 0.5136, loss_cls: 3.3909, loss: 3.3909, grad_norm: 1.0446 2020-07-23 08:26:04,133 - mmaction - INFO - Epoch [71][20/940] lr: 4.960e-01, eta: 1 day, 21:55:25, time: 8.174, data_time: 7.380, memory: 9444, top1_acc: 0.2645, top5_acc: 0.5199, loss_cls: 3.4122, loss: 3.4122, grad_norm: 1.0250 2020-07-23 08:26:17,730 - mmaction - INFO - Epoch [71][40/940] lr: 4.960e-01, eta: 1 day, 21:54:52, time: 0.680, data_time: 0.010, memory: 9444, top1_acc: 0.2713, top5_acc: 0.5246, loss_cls: 3.3788, loss: 3.3788, grad_norm: 1.0204 2020-07-23 08:26:30,738 - mmaction - INFO - Epoch [71][60/940] lr: 4.960e-01, eta: 1 day, 21:54:17, time: 0.651, data_time: 0.003, memory: 9444, top1_acc: 0.2877, top5_acc: 0.5398, loss_cls: 3.3216, loss: 3.3216, grad_norm: 1.0648 2020-07-23 08:26:45,480 - mmaction - INFO - Epoch [71][80/940] lr: 4.960e-01, eta: 1 day, 21:53:47, time: 0.736, data_time: 0.002, memory: 9444, top1_acc: 0.2713, top5_acc: 0.5223, loss_cls: 3.3656, loss: 3.3656, grad_norm: 1.0484 2020-07-23 08:26:59,509 - mmaction - INFO - Epoch [71][100/940] lr: 4.960e-01, eta: 1 day, 21:53:15, time: 0.703, data_time: 0.003, memory: 9444, top1_acc: 0.2920, top5_acc: 0.5373, loss_cls: 3.3324, loss: 3.3324, grad_norm: 1.0453 2020-07-23 08:27:12,797 - mmaction - INFO - Epoch [71][120/940] lr: 4.960e-01, eta: 1 day, 21:52:42, time: 0.664, data_time: 0.009, memory: 9444, top1_acc: 0.2811, top5_acc: 0.5225, loss_cls: 3.3709, loss: 3.3709, grad_norm: 1.0332 2020-07-23 08:27:26,775 - mmaction - INFO - Epoch [71][140/940] lr: 4.960e-01, eta: 1 day, 21:52:10, time: 0.699, data_time: 0.003, memory: 9444, top1_acc: 0.2764, top5_acc: 0.5223, loss_cls: 3.4013, loss: 3.4013, grad_norm: 1.0274 2020-07-23 08:27:39,915 - mmaction - INFO - Epoch [71][160/940] lr: 4.960e-01, eta: 1 day, 21:51:35, time: 0.655, data_time: 0.002, memory: 9444, top1_acc: 0.2791, top5_acc: 0.5340, loss_cls: 3.3372, loss: 3.3372, grad_norm: 1.0376 2020-07-23 08:27:53,957 - mmaction - INFO - Epoch [71][180/940] lr: 4.960e-01, eta: 1 day, 21:51:04, time: 0.703, data_time: 0.003, memory: 9444, top1_acc: 0.2803, top5_acc: 0.5213, loss_cls: 3.3887, loss: 3.3887, grad_norm: 1.0519 2020-07-23 08:28:07,991 - mmaction - INFO - Epoch [71][200/940] lr: 4.960e-01, eta: 1 day, 21:50:32, time: 0.702, data_time: 0.003, memory: 9444, top1_acc: 0.2732, top5_acc: 0.5080, loss_cls: 3.4266, loss: 3.4266, grad_norm: 1.0458 2020-07-23 08:28:23,343 - mmaction - INFO - Epoch [71][220/940] lr: 4.960e-01, eta: 1 day, 21:50:04, time: 0.766, data_time: 0.001, memory: 9444, top1_acc: 0.2719, top5_acc: 0.5215, loss_cls: 3.3939, loss: 3.3939, grad_norm: 1.0201 2020-07-23 08:28:37,036 - mmaction - INFO - Epoch [71][240/940] lr: 4.960e-01, eta: 1 day, 21:49:31, time: 0.686, data_time: 0.004, memory: 9444, top1_acc: 0.2701, top5_acc: 0.5195, loss_cls: 3.4262, loss: 3.4262, grad_norm: 1.0102 2020-07-23 08:28:50,545 - mmaction - INFO - Epoch [71][260/940] lr: 4.960e-01, eta: 1 day, 21:48:58, time: 0.676, data_time: 0.001, memory: 9444, top1_acc: 0.2832, top5_acc: 0.5262, loss_cls: 3.3709, loss: 3.3709, grad_norm: 1.0066 2020-07-23 08:29:04,896 - mmaction - INFO - Epoch [71][280/940] lr: 4.960e-01, eta: 1 day, 21:48:27, time: 0.717, data_time: 0.001, memory: 9444, top1_acc: 0.2725, top5_acc: 0.5197, loss_cls: 3.4321, loss: 3.4321, grad_norm: 1.0460 2020-07-23 08:29:17,995 - mmaction - INFO - Epoch [71][300/940] lr: 4.960e-01, eta: 1 day, 21:47:53, time: 0.655, data_time: 0.002, memory: 9444, top1_acc: 0.2678, top5_acc: 0.5236, loss_cls: 3.3749, loss: 3.3749, grad_norm: 1.0292 2020-07-23 08:29:31,634 - mmaction - INFO - Epoch [71][320/940] lr: 4.960e-01, eta: 1 day, 21:47:20, time: 0.681, data_time: 0.002, memory: 9444, top1_acc: 0.2727, top5_acc: 0.5244, loss_cls: 3.3883, loss: 3.3883, grad_norm: 1.0154 2020-07-23 08:29:45,190 - mmaction - INFO - Epoch [71][340/940] lr: 4.960e-01, eta: 1 day, 21:46:47, time: 0.677, data_time: 0.003, memory: 9444, top1_acc: 0.2732, top5_acc: 0.5227, loss_cls: 3.3978, loss: 3.3978, grad_norm: 1.0178 2020-07-23 08:29:58,321 - mmaction - INFO - Epoch [71][360/940] lr: 4.960e-01, eta: 1 day, 21:46:13, time: 0.658, data_time: 0.003, memory: 9444, top1_acc: 0.2682, top5_acc: 0.5129, loss_cls: 3.3940, loss: 3.3940, grad_norm: 1.0373 2020-07-23 08:30:12,044 - mmaction - INFO - Epoch [71][380/940] lr: 4.960e-01, eta: 1 day, 21:45:40, time: 0.687, data_time: 0.003, memory: 9444, top1_acc: 0.2705, top5_acc: 0.5219, loss_cls: 3.3852, loss: 3.3852, grad_norm: 1.0263 2020-07-23 08:30:25,849 - mmaction - INFO - Epoch [71][400/940] lr: 4.960e-01, eta: 1 day, 21:45:08, time: 0.690, data_time: 0.002, memory: 9444, top1_acc: 0.2750, top5_acc: 0.5127, loss_cls: 3.3945, loss: 3.3945, grad_norm: 1.0297 2020-07-23 08:30:39,599 - mmaction - INFO - Epoch [71][420/940] lr: 4.960e-01, eta: 1 day, 21:44:36, time: 0.687, data_time: 0.003, memory: 9444, top1_acc: 0.2766, top5_acc: 0.5266, loss_cls: 3.3726, loss: 3.3726, grad_norm: 1.0251 2020-07-23 08:30:53,328 - mmaction - INFO - Epoch [71][440/940] lr: 4.960e-01, eta: 1 day, 21:44:03, time: 0.687, data_time: 0.003, memory: 9444, top1_acc: 0.2781, top5_acc: 0.5268, loss_cls: 3.4097, loss: 3.4097, grad_norm: 1.0309 2020-07-23 08:31:06,990 - mmaction - INFO - Epoch [71][460/940] lr: 4.960e-01, eta: 1 day, 21:43:31, time: 0.682, data_time: 0.002, memory: 9444, top1_acc: 0.2859, top5_acc: 0.5273, loss_cls: 3.3673, loss: 3.3673, grad_norm: 1.0296 2020-07-23 08:31:19,880 - mmaction - INFO - Epoch [71][480/940] lr: 4.960e-01, eta: 1 day, 21:42:56, time: 0.646, data_time: 0.004, memory: 9444, top1_acc: 0.2727, top5_acc: 0.5197, loss_cls: 3.4191, loss: 3.4191, grad_norm: 1.0301 2020-07-23 08:31:34,239 - mmaction - INFO - Epoch [71][500/940] lr: 4.960e-01, eta: 1 day, 21:42:25, time: 0.718, data_time: 0.014, memory: 9444, top1_acc: 0.2764, top5_acc: 0.5305, loss_cls: 3.3536, loss: 3.3536, grad_norm: 1.0210 2020-07-23 08:31:47,475 - mmaction - INFO - Epoch [71][520/940] lr: 4.960e-01, eta: 1 day, 21:41:52, time: 0.661, data_time: 0.002, memory: 9444, top1_acc: 0.2729, top5_acc: 0.5346, loss_cls: 3.3459, loss: 3.3459, grad_norm: 1.0401 2020-07-23 08:32:01,544 - mmaction - INFO - Epoch [71][540/940] lr: 4.960e-01, eta: 1 day, 21:41:20, time: 0.704, data_time: 0.003, memory: 9444, top1_acc: 0.2754, top5_acc: 0.5150, loss_cls: 3.4128, loss: 3.4128, grad_norm: 1.0229 2020-07-23 08:32:15,527 - mmaction - INFO - Epoch [71][560/940] lr: 4.960e-01, eta: 1 day, 21:40:48, time: 0.698, data_time: 0.002, memory: 9444, top1_acc: 0.2713, top5_acc: 0.5252, loss_cls: 3.3753, loss: 3.3753, grad_norm: 1.0388 2020-07-23 08:32:28,844 - mmaction - INFO - Epoch [71][580/940] lr: 4.960e-01, eta: 1 day, 21:40:15, time: 0.667, data_time: 0.011, memory: 9444, top1_acc: 0.2713, top5_acc: 0.5107, loss_cls: 3.4074, loss: 3.4074, grad_norm: 1.0145 2020-07-23 08:32:42,204 - mmaction - INFO - Epoch [71][600/940] lr: 4.960e-01, eta: 1 day, 21:39:42, time: 0.668, data_time: 0.003, memory: 9444, top1_acc: 0.2746, top5_acc: 0.5125, loss_cls: 3.4252, loss: 3.4252, grad_norm: 1.0146 2020-07-23 08:32:56,010 - mmaction - INFO - Epoch [71][620/940] lr: 4.960e-01, eta: 1 day, 21:39:09, time: 0.690, data_time: 0.002, memory: 9444, top1_acc: 0.2748, top5_acc: 0.5186, loss_cls: 3.3798, loss: 3.3798, grad_norm: 1.0323 2020-07-23 08:33:10,183 - mmaction - INFO - Epoch [71][640/940] lr: 4.960e-01, eta: 1 day, 21:38:38, time: 0.709, data_time: 0.003, memory: 9444, top1_acc: 0.2660, top5_acc: 0.5045, loss_cls: 3.4343, loss: 3.4343, grad_norm: 1.0355 2020-07-23 08:33:23,068 - mmaction - INFO - Epoch [71][660/940] lr: 4.960e-01, eta: 1 day, 21:38:04, time: 0.644, data_time: 0.003, memory: 9444, top1_acc: 0.2721, top5_acc: 0.5141, loss_cls: 3.4425, loss: 3.4425, grad_norm: 0.9917 2020-07-23 08:33:36,713 - mmaction - INFO - Epoch [71][680/940] lr: 4.960e-01, eta: 1 day, 21:37:31, time: 0.682, data_time: 0.002, memory: 9444, top1_acc: 0.2742, top5_acc: 0.5225, loss_cls: 3.3540, loss: 3.3540, grad_norm: 1.0222 2020-07-23 08:33:50,576 - mmaction - INFO - Epoch [71][700/940] lr: 4.960e-01, eta: 1 day, 21:36:59, time: 0.694, data_time: 0.003, memory: 9444, top1_acc: 0.2787, top5_acc: 0.5375, loss_cls: 3.3619, loss: 3.3619, grad_norm: 1.0212 2020-07-23 08:34:04,180 - mmaction - INFO - Epoch [71][720/940] lr: 4.960e-01, eta: 1 day, 21:36:27, time: 0.679, data_time: 0.002, memory: 9444, top1_acc: 0.2771, top5_acc: 0.5266, loss_cls: 3.4154, loss: 3.4154, grad_norm: 1.0272 2020-07-23 08:34:18,392 - mmaction - INFO - Epoch [71][740/940] lr: 4.960e-01, eta: 1 day, 21:35:56, time: 0.712, data_time: 0.004, memory: 9444, top1_acc: 0.2820, top5_acc: 0.5314, loss_cls: 3.3724, loss: 3.3724, grad_norm: 1.0164 2020-07-23 08:34:31,594 - mmaction - INFO - Epoch [71][760/940] lr: 4.960e-01, eta: 1 day, 21:35:22, time: 0.660, data_time: 0.002, memory: 9444, top1_acc: 0.2664, top5_acc: 0.5070, loss_cls: 3.4369, loss: 3.4369, grad_norm: 1.0274 2020-07-23 08:34:45,033 - mmaction - INFO - Epoch [71][780/940] lr: 4.960e-01, eta: 1 day, 21:34:49, time: 0.672, data_time: 0.001, memory: 9444, top1_acc: 0.2791, top5_acc: 0.5125, loss_cls: 3.4056, loss: 3.4056, grad_norm: 1.0097 2020-07-23 08:34:58,671 - mmaction - INFO - Epoch [71][800/940] lr: 4.960e-01, eta: 1 day, 21:34:16, time: 0.680, data_time: 0.002, memory: 9444, top1_acc: 0.2756, top5_acc: 0.5324, loss_cls: 3.3413, loss: 3.3413, grad_norm: 1.0159 2020-07-23 08:35:12,670 - mmaction - INFO - Epoch [71][820/940] lr: 4.960e-01, eta: 1 day, 21:33:45, time: 0.697, data_time: 0.003, memory: 9444, top1_acc: 0.2730, top5_acc: 0.5189, loss_cls: 3.3701, loss: 3.3701, grad_norm: 1.0210 2020-07-23 08:35:27,197 - mmaction - INFO - Epoch [71][840/940] lr: 4.960e-01, eta: 1 day, 21:33:15, time: 0.732, data_time: 0.007, memory: 9444, top1_acc: 0.2781, top5_acc: 0.5232, loss_cls: 3.3875, loss: 3.3875, grad_norm: 1.0248 2020-07-23 08:35:40,183 - mmaction - INFO - Epoch [71][860/940] lr: 4.960e-01, eta: 1 day, 21:32:41, time: 0.649, data_time: 0.002, memory: 9444, top1_acc: 0.2771, top5_acc: 0.5236, loss_cls: 3.3691, loss: 3.3691, grad_norm: 1.0210 2020-07-23 08:35:53,630 - mmaction - INFO - Epoch [71][880/940] lr: 4.960e-01, eta: 1 day, 21:32:08, time: 0.672, data_time: 0.002, memory: 9444, top1_acc: 0.2684, top5_acc: 0.5041, loss_cls: 3.4519, loss: 3.4519, grad_norm: 1.0265 2020-07-23 08:36:07,163 - mmaction - INFO - Epoch [71][900/940] lr: 4.960e-01, eta: 1 day, 21:31:35, time: 0.677, data_time: 0.003, memory: 9444, top1_acc: 0.2746, top5_acc: 0.5260, loss_cls: 3.3906, loss: 3.3906, grad_norm: 1.0284 2020-07-23 08:36:20,705 - mmaction - INFO - Epoch [71][920/940] lr: 4.960e-01, eta: 1 day, 21:31:02, time: 0.676, data_time: 0.002, memory: 9444, top1_acc: 0.2658, top5_acc: 0.5207, loss_cls: 3.4194, loss: 3.4194, grad_norm: 1.0248 2020-07-23 08:36:33,584 - mmaction - INFO - Epoch [71][940/940] lr: 4.960e-01, eta: 1 day, 21:30:28, time: 0.645, data_time: 0.003, memory: 9444, top1_acc: 0.2810, top5_acc: 0.5229, loss_cls: 3.3783, loss: 3.3783, grad_norm: 1.0381 2020-07-23 08:39:05,114 - mmaction - INFO - Epoch [72][20/940] lr: 4.931e-01, eta: 1 day, 21:35:36, time: 7.227, data_time: 6.447, memory: 9444, top1_acc: 0.2830, top5_acc: 0.5312, loss_cls: 3.3555, loss: 3.3555, grad_norm: 1.0342 2020-07-23 08:39:19,184 - mmaction - INFO - Epoch [72][40/940] lr: 4.931e-01, eta: 1 day, 21:35:05, time: 0.705, data_time: 0.003, memory: 9444, top1_acc: 0.2766, top5_acc: 0.5355, loss_cls: 3.3465, loss: 3.3465, grad_norm: 1.0374 2020-07-23 08:39:33,169 - mmaction - INFO - Epoch [72][60/940] lr: 4.931e-01, eta: 1 day, 21:34:34, time: 0.700, data_time: 0.002, memory: 9444, top1_acc: 0.2639, top5_acc: 0.5168, loss_cls: 3.4360, loss: 3.4360, grad_norm: 1.0353 2020-07-23 08:39:46,457 - mmaction - INFO - Epoch [72][80/940] lr: 4.931e-01, eta: 1 day, 21:34:00, time: 0.663, data_time: 0.003, memory: 9444, top1_acc: 0.2799, top5_acc: 0.5271, loss_cls: 3.3666, loss: 3.3666, grad_norm: 1.0152 2020-07-23 08:40:07,829 - mmaction - INFO - Epoch [72][100/940] lr: 4.931e-01, eta: 1 day, 21:33:48, time: 1.069, data_time: 0.012, memory: 9444, top1_acc: 0.2730, top5_acc: 0.5148, loss_cls: 3.4134, loss: 3.4134, grad_norm: 1.0298 2020-07-23 08:40:20,897 - mmaction - INFO - Epoch [72][120/940] lr: 4.931e-01, eta: 1 day, 21:33:14, time: 0.655, data_time: 0.004, memory: 9444, top1_acc: 0.2709, top5_acc: 0.5207, loss_cls: 3.4335, loss: 3.4335, grad_norm: 1.0257 2020-07-23 08:40:33,836 - mmaction - INFO - Epoch [72][140/940] lr: 4.931e-01, eta: 1 day, 21:32:39, time: 0.646, data_time: 0.001, memory: 9444, top1_acc: 0.2797, top5_acc: 0.5305, loss_cls: 3.3398, loss: 3.3398, grad_norm: 1.0129 2020-07-23 08:40:47,473 - mmaction - INFO - Epoch [72][160/940] lr: 4.931e-01, eta: 1 day, 21:32:07, time: 0.683, data_time: 0.005, memory: 9444, top1_acc: 0.2914, top5_acc: 0.5381, loss_cls: 3.3068, loss: 3.3068, grad_norm: 1.0650 2020-07-23 08:41:01,208 - mmaction - INFO - Epoch [72][180/940] lr: 4.931e-01, eta: 1 day, 21:31:35, time: 0.686, data_time: 0.001, memory: 9444, top1_acc: 0.2715, top5_acc: 0.5215, loss_cls: 3.4034, loss: 3.4034, grad_norm: 1.0333 2020-07-23 08:41:15,389 - mmaction - INFO - Epoch [72][200/940] lr: 4.931e-01, eta: 1 day, 21:31:04, time: 0.709, data_time: 0.002, memory: 9444, top1_acc: 0.2732, top5_acc: 0.5219, loss_cls: 3.3993, loss: 3.3993, grad_norm: 1.0408 2020-07-23 08:41:28,328 - mmaction - INFO - Epoch [72][220/940] lr: 4.931e-01, eta: 1 day, 21:30:29, time: 0.647, data_time: 0.003, memory: 9444, top1_acc: 0.2725, top5_acc: 0.5320, loss_cls: 3.3587, loss: 3.3587, grad_norm: 1.0188 2020-07-23 08:41:41,829 - mmaction - INFO - Epoch [72][240/940] lr: 4.931e-01, eta: 1 day, 21:29:57, time: 0.676, data_time: 0.003, memory: 9444, top1_acc: 0.2732, top5_acc: 0.5285, loss_cls: 3.3583, loss: 3.3583, grad_norm: 1.0191 2020-07-23 08:41:55,574 - mmaction - INFO - Epoch [72][260/940] lr: 4.931e-01, eta: 1 day, 21:29:25, time: 0.687, data_time: 0.002, memory: 9444, top1_acc: 0.2760, top5_acc: 0.5236, loss_cls: 3.3831, loss: 3.3831, grad_norm: 1.0558 2020-07-23 08:42:09,656 - mmaction - INFO - Epoch [72][280/940] lr: 4.931e-01, eta: 1 day, 21:28:53, time: 0.703, data_time: 0.003, memory: 9444, top1_acc: 0.2676, top5_acc: 0.5256, loss_cls: 3.3642, loss: 3.3642, grad_norm: 1.0537 2020-07-23 08:42:23,409 - mmaction - INFO - Epoch [72][300/940] lr: 4.931e-01, eta: 1 day, 21:28:21, time: 0.689, data_time: 0.003, memory: 9444, top1_acc: 0.2734, top5_acc: 0.5264, loss_cls: 3.3836, loss: 3.3836, grad_norm: 1.0261 2020-07-23 08:42:37,048 - mmaction - INFO - Epoch [72][320/940] lr: 4.931e-01, eta: 1 day, 21:27:49, time: 0.682, data_time: 0.002, memory: 9444, top1_acc: 0.2734, top5_acc: 0.5244, loss_cls: 3.3812, loss: 3.3812, grad_norm: 1.0323 2020-07-23 08:42:51,004 - mmaction - INFO - Epoch [72][340/940] lr: 4.931e-01, eta: 1 day, 21:27:17, time: 0.697, data_time: 0.002, memory: 9444, top1_acc: 0.2723, top5_acc: 0.5209, loss_cls: 3.4064, loss: 3.4064, grad_norm: 1.0529 2020-07-23 08:43:04,079 - mmaction - INFO - Epoch [72][360/940] lr: 4.931e-01, eta: 1 day, 21:26:43, time: 0.650, data_time: 0.003, memory: 9444, top1_acc: 0.2816, top5_acc: 0.5221, loss_cls: 3.3684, loss: 3.3684, grad_norm: 1.0306 2020-07-23 08:43:17,023 - mmaction - INFO - Epoch [72][380/940] lr: 4.931e-01, eta: 1 day, 21:26:09, time: 0.651, data_time: 0.006, memory: 9444, top1_acc: 0.2719, top5_acc: 0.5166, loss_cls: 3.4094, loss: 3.4094, grad_norm: 1.0184 2020-07-23 08:43:30,827 - mmaction - INFO - Epoch [72][400/940] lr: 4.931e-01, eta: 1 day, 21:25:37, time: 0.690, data_time: 0.002, memory: 9444, top1_acc: 0.2768, top5_acc: 0.5328, loss_cls: 3.3519, loss: 3.3519, grad_norm: 1.0542 2020-07-23 08:43:44,641 - mmaction - INFO - Epoch [72][420/940] lr: 4.931e-01, eta: 1 day, 21:25:06, time: 0.691, data_time: 0.003, memory: 9444, top1_acc: 0.2725, top5_acc: 0.5332, loss_cls: 3.3718, loss: 3.3718, grad_norm: 1.0311 2020-07-23 08:43:58,328 - mmaction - INFO - Epoch [72][440/940] lr: 4.931e-01, eta: 1 day, 21:24:33, time: 0.682, data_time: 0.002, memory: 9444, top1_acc: 0.2826, top5_acc: 0.5314, loss_cls: 3.3360, loss: 3.3360, grad_norm: 1.0181 2020-07-23 08:44:11,952 - mmaction - INFO - Epoch [72][460/940] lr: 4.931e-01, eta: 1 day, 21:24:01, time: 0.683, data_time: 0.005, memory: 9444, top1_acc: 0.2789, top5_acc: 0.5180, loss_cls: 3.3995, loss: 3.3995, grad_norm: 1.0383 2020-07-23 08:44:25,483 - mmaction - INFO - Epoch [72][480/940] lr: 4.931e-01, eta: 1 day, 21:23:29, time: 0.677, data_time: 0.003, memory: 9444, top1_acc: 0.2783, top5_acc: 0.5240, loss_cls: 3.3709, loss: 3.3709, grad_norm: 1.0325 2020-07-23 08:44:39,261 - mmaction - INFO - Epoch [72][500/940] lr: 4.931e-01, eta: 1 day, 21:22:57, time: 0.690, data_time: 0.003, memory: 9444, top1_acc: 0.2785, top5_acc: 0.5143, loss_cls: 3.4165, loss: 3.4165, grad_norm: 1.0178 2020-07-23 08:44:53,251 - mmaction - INFO - Epoch [72][520/940] lr: 4.931e-01, eta: 1 day, 21:22:25, time: 0.699, data_time: 0.001, memory: 9444, top1_acc: 0.2771, top5_acc: 0.5275, loss_cls: 3.4069, loss: 3.4069, grad_norm: 1.0291 2020-07-23 08:45:06,720 - mmaction - INFO - Epoch [72][540/940] lr: 4.931e-01, eta: 1 day, 21:21:53, time: 0.674, data_time: 0.002, memory: 9444, top1_acc: 0.2732, top5_acc: 0.5121, loss_cls: 3.4255, loss: 3.4255, grad_norm: 1.0257 2020-07-23 08:45:21,137 - mmaction - INFO - Epoch [72][560/940] lr: 4.931e-01, eta: 1 day, 21:21:22, time: 0.721, data_time: 0.002, memory: 9444, top1_acc: 0.2760, top5_acc: 0.5221, loss_cls: 3.3743, loss: 3.3743, grad_norm: 1.0365 2020-07-23 08:45:34,733 - mmaction - INFO - Epoch [72][580/940] lr: 4.931e-01, eta: 1 day, 21:20:50, time: 0.679, data_time: 0.002, memory: 9444, top1_acc: 0.2760, top5_acc: 0.5244, loss_cls: 3.3836, loss: 3.3836, grad_norm: 1.0441 2020-07-23 08:45:49,096 - mmaction - INFO - Epoch [72][600/940] lr: 4.931e-01, eta: 1 day, 21:20:20, time: 0.718, data_time: 0.003, memory: 9444, top1_acc: 0.2766, top5_acc: 0.5326, loss_cls: 3.3398, loss: 3.3398, grad_norm: 1.0143 2020-07-23 08:46:02,068 - mmaction - INFO - Epoch [72][620/940] lr: 4.931e-01, eta: 1 day, 21:19:46, time: 0.648, data_time: 0.002, memory: 9444, top1_acc: 0.2711, top5_acc: 0.5180, loss_cls: 3.4068, loss: 3.4068, grad_norm: 1.0285 2020-07-23 08:46:15,209 - mmaction - INFO - Epoch [72][640/940] lr: 4.931e-01, eta: 1 day, 21:19:12, time: 0.658, data_time: 0.003, memory: 9444, top1_acc: 0.2742, top5_acc: 0.5201, loss_cls: 3.4285, loss: 3.4285, grad_norm: 1.0316 2020-07-23 08:46:29,276 - mmaction - INFO - Epoch [72][660/940] lr: 4.931e-01, eta: 1 day, 21:18:41, time: 0.704, data_time: 0.002, memory: 9444, top1_acc: 0.2641, top5_acc: 0.5135, loss_cls: 3.4286, loss: 3.4286, grad_norm: 1.0318 2020-07-23 08:46:43,135 - mmaction - INFO - Epoch [72][680/940] lr: 4.931e-01, eta: 1 day, 21:18:10, time: 0.693, data_time: 0.002, memory: 9444, top1_acc: 0.2883, top5_acc: 0.5400, loss_cls: 3.3252, loss: 3.3252, grad_norm: 1.0273 2020-07-23 08:46:56,988 - mmaction - INFO - Epoch [72][700/940] lr: 4.931e-01, eta: 1 day, 21:17:38, time: 0.693, data_time: 0.002, memory: 9444, top1_acc: 0.2727, top5_acc: 0.5320, loss_cls: 3.3680, loss: 3.3680, grad_norm: 1.0394 2020-07-23 08:47:11,001 - mmaction - INFO - Epoch [72][720/940] lr: 4.931e-01, eta: 1 day, 21:17:07, time: 0.700, data_time: 0.003, memory: 9444, top1_acc: 0.2809, top5_acc: 0.5305, loss_cls: 3.3535, loss: 3.3535, grad_norm: 1.0135 2020-07-23 08:47:25,211 - mmaction - INFO - Epoch [72][740/940] lr: 4.931e-01, eta: 1 day, 21:16:36, time: 0.711, data_time: 0.003, memory: 9444, top1_acc: 0.2752, top5_acc: 0.5189, loss_cls: 3.3905, loss: 3.3905, grad_norm: 1.0380 2020-07-23 08:47:38,942 - mmaction - INFO - Epoch [72][760/940] lr: 4.931e-01, eta: 1 day, 21:16:04, time: 0.685, data_time: 0.007, memory: 9444, top1_acc: 0.2648, top5_acc: 0.5096, loss_cls: 3.4322, loss: 3.4322, grad_norm: 1.0272 2020-07-23 08:47:52,467 - mmaction - INFO - Epoch [72][780/940] lr: 4.931e-01, eta: 1 day, 21:15:32, time: 0.678, data_time: 0.003, memory: 9444, top1_acc: 0.2771, top5_acc: 0.5084, loss_cls: 3.4162, loss: 3.4162, grad_norm: 1.0211 2020-07-23 08:48:06,437 - mmaction - INFO - Epoch [72][800/940] lr: 4.931e-01, eta: 1 day, 21:15:01, time: 0.698, data_time: 0.002, memory: 9444, top1_acc: 0.2691, top5_acc: 0.5125, loss_cls: 3.4325, loss: 3.4325, grad_norm: 1.0242 2020-07-23 08:48:20,615 - mmaction - INFO - Epoch [72][820/940] lr: 4.931e-01, eta: 1 day, 21:14:30, time: 0.708, data_time: 0.003, memory: 9444, top1_acc: 0.2744, top5_acc: 0.5158, loss_cls: 3.4223, loss: 3.4223, grad_norm: 1.0282 2020-07-23 08:48:34,312 - mmaction - INFO - Epoch [72][840/940] lr: 4.931e-01, eta: 1 day, 21:13:58, time: 0.686, data_time: 0.004, memory: 9444, top1_acc: 0.2771, top5_acc: 0.5162, loss_cls: 3.4077, loss: 3.4077, grad_norm: 1.0164 2020-07-23 08:48:47,348 - mmaction - INFO - Epoch [72][860/940] lr: 4.931e-01, eta: 1 day, 21:13:24, time: 0.651, data_time: 0.002, memory: 9444, top1_acc: 0.2836, top5_acc: 0.5242, loss_cls: 3.3525, loss: 3.3525, grad_norm: 1.0215 2020-07-23 08:49:02,086 - mmaction - INFO - Epoch [72][880/940] lr: 4.931e-01, eta: 1 day, 21:12:55, time: 0.738, data_time: 0.004, memory: 9444, top1_acc: 0.2807, top5_acc: 0.5312, loss_cls: 3.3519, loss: 3.3519, grad_norm: 1.0186 2020-07-23 08:49:15,248 - mmaction - INFO - Epoch [72][900/940] lr: 4.931e-01, eta: 1 day, 21:12:22, time: 0.658, data_time: 0.002, memory: 9444, top1_acc: 0.2668, top5_acc: 0.5133, loss_cls: 3.4317, loss: 3.4317, grad_norm: 1.0590 2020-07-23 08:49:28,614 - mmaction - INFO - Epoch [72][920/940] lr: 4.931e-01, eta: 1 day, 21:11:49, time: 0.668, data_time: 0.020, memory: 9444, top1_acc: 0.2738, top5_acc: 0.5238, loss_cls: 3.3951, loss: 3.3951, grad_norm: 1.0238 2020-07-23 08:49:41,358 - mmaction - INFO - Epoch [72][940/940] lr: 4.931e-01, eta: 1 day, 21:11:15, time: 0.638, data_time: 0.002, memory: 9444, top1_acc: 0.2707, top5_acc: 0.5156, loss_cls: 3.4278, loss: 3.4278, grad_norm: 1.0686 2020-07-23 08:49:48,025 - mmaction - INFO - Saving checkpoint at 72 epochs 2020-07-23 08:52:02,678 - mmaction - INFO - Epoch [73][20/940] lr: 4.903e-01, eta: 1 day, 21:15:50, time: 6.703, data_time: 5.835, memory: 9444, top1_acc: 0.2615, top5_acc: 0.5158, loss_cls: 3.4051, loss: 3.4051, grad_norm: 1.0274 2020-07-23 08:52:16,016 - mmaction - INFO - Epoch [73][40/940] lr: 4.903e-01, eta: 1 day, 21:15:17, time: 0.667, data_time: 0.002, memory: 9444, top1_acc: 0.2744, top5_acc: 0.5316, loss_cls: 3.3406, loss: 3.3406, grad_norm: 1.0354 2020-07-23 08:52:29,635 - mmaction - INFO - Epoch [73][60/940] lr: 4.903e-01, eta: 1 day, 21:14:45, time: 0.681, data_time: 0.002, memory: 9444, top1_acc: 0.2773, top5_acc: 0.5156, loss_cls: 3.4003, loss: 3.4003, grad_norm: 1.0359 2020-07-23 08:52:43,689 - mmaction - INFO - Epoch [73][80/940] lr: 4.903e-01, eta: 1 day, 21:14:14, time: 0.704, data_time: 0.002, memory: 9444, top1_acc: 0.2736, top5_acc: 0.5328, loss_cls: 3.3636, loss: 3.3636, grad_norm: 1.0259 2020-07-23 08:52:57,304 - mmaction - INFO - Epoch [73][100/940] lr: 4.903e-01, eta: 1 day, 21:13:42, time: 0.680, data_time: 0.001, memory: 9444, top1_acc: 0.2729, top5_acc: 0.5180, loss_cls: 3.4116, loss: 3.4116, grad_norm: 1.0320 2020-07-23 08:53:10,973 - mmaction - INFO - Epoch [73][120/940] lr: 4.903e-01, eta: 1 day, 21:13:10, time: 0.682, data_time: 0.002, memory: 9444, top1_acc: 0.2758, top5_acc: 0.5375, loss_cls: 3.3625, loss: 3.3625, grad_norm: 1.0438 2020-07-23 08:53:24,420 - mmaction - INFO - Epoch [73][140/940] lr: 4.903e-01, eta: 1 day, 21:12:37, time: 0.673, data_time: 0.003, memory: 9444, top1_acc: 0.2834, top5_acc: 0.5244, loss_cls: 3.3617, loss: 3.3617, grad_norm: 1.0026 2020-07-23 08:53:37,508 - mmaction - INFO - Epoch [73][160/940] lr: 4.903e-01, eta: 1 day, 21:12:04, time: 0.654, data_time: 0.002, memory: 9444, top1_acc: 0.2770, top5_acc: 0.5240, loss_cls: 3.3679, loss: 3.3679, grad_norm: 1.0339 2020-07-23 08:53:50,564 - mmaction - INFO - Epoch [73][180/940] lr: 4.903e-01, eta: 1 day, 21:11:30, time: 0.653, data_time: 0.003, memory: 9444, top1_acc: 0.2805, top5_acc: 0.5152, loss_cls: 3.3947, loss: 3.3947, grad_norm: 1.0389 2020-07-23 08:54:03,836 - mmaction - INFO - Epoch [73][200/940] lr: 4.903e-01, eta: 1 day, 21:10:57, time: 0.663, data_time: 0.002, memory: 9444, top1_acc: 0.2662, top5_acc: 0.5203, loss_cls: 3.4221, loss: 3.4221, grad_norm: 1.0373 2020-07-23 08:54:17,579 - mmaction - INFO - Epoch [73][220/940] lr: 4.903e-01, eta: 1 day, 21:10:26, time: 0.687, data_time: 0.002, memory: 9444, top1_acc: 0.2865, top5_acc: 0.5279, loss_cls: 3.3442, loss: 3.3442, grad_norm: 1.0146 2020-07-23 08:54:30,447 - mmaction - INFO - Epoch [73][240/940] lr: 4.903e-01, eta: 1 day, 21:09:52, time: 0.643, data_time: 0.003, memory: 9444, top1_acc: 0.2783, top5_acc: 0.5273, loss_cls: 3.3388, loss: 3.3388, grad_norm: 1.0373 2020-07-23 08:54:44,789 - mmaction - INFO - Epoch [73][260/940] lr: 4.903e-01, eta: 1 day, 21:09:21, time: 0.717, data_time: 0.008, memory: 9444, top1_acc: 0.2803, top5_acc: 0.5312, loss_cls: 3.3353, loss: 3.3353, grad_norm: 1.0245 2020-07-23 08:54:57,747 - mmaction - INFO - Epoch [73][280/940] lr: 4.903e-01, eta: 1 day, 21:08:48, time: 0.648, data_time: 0.002, memory: 9444, top1_acc: 0.2775, top5_acc: 0.5303, loss_cls: 3.3942, loss: 3.3942, grad_norm: 1.0391 2020-07-23 08:55:11,492 - mmaction - INFO - Epoch [73][300/940] lr: 4.903e-01, eta: 1 day, 21:08:16, time: 0.687, data_time: 0.003, memory: 9444, top1_acc: 0.2793, top5_acc: 0.5279, loss_cls: 3.3765, loss: 3.3765, grad_norm: 1.0135 2020-07-23 08:55:25,419 - mmaction - INFO - Epoch [73][320/940] lr: 4.903e-01, eta: 1 day, 21:07:45, time: 0.697, data_time: 0.003, memory: 9444, top1_acc: 0.2801, top5_acc: 0.5266, loss_cls: 3.3678, loss: 3.3678, grad_norm: 1.0273 2020-07-23 08:55:39,167 - mmaction - INFO - Epoch [73][340/940] lr: 4.903e-01, eta: 1 day, 21:07:13, time: 0.686, data_time: 0.003, memory: 9444, top1_acc: 0.2869, top5_acc: 0.5354, loss_cls: 3.3610, loss: 3.3610, grad_norm: 1.0247 2020-07-23 08:55:53,448 - mmaction - INFO - Epoch [73][360/940] lr: 4.903e-01, eta: 1 day, 21:06:43, time: 0.715, data_time: 0.004, memory: 9444, top1_acc: 0.2814, top5_acc: 0.5195, loss_cls: 3.3553, loss: 3.3553, grad_norm: 1.0455 2020-07-23 08:56:07,158 - mmaction - INFO - Epoch [73][380/940] lr: 4.903e-01, eta: 1 day, 21:06:11, time: 0.685, data_time: 0.003, memory: 9444, top1_acc: 0.2818, top5_acc: 0.5213, loss_cls: 3.3977, loss: 3.3977, grad_norm: 1.0204 2020-07-23 08:56:20,838 - mmaction - INFO - Epoch [73][400/940] lr: 4.903e-01, eta: 1 day, 21:05:39, time: 0.684, data_time: 0.003, memory: 9444, top1_acc: 0.2781, top5_acc: 0.5373, loss_cls: 3.3545, loss: 3.3545, grad_norm: 1.0391 2020-07-23 08:56:35,318 - mmaction - INFO - Epoch [73][420/940] lr: 4.903e-01, eta: 1 day, 21:05:09, time: 0.725, data_time: 0.003, memory: 9444, top1_acc: 0.2670, top5_acc: 0.5184, loss_cls: 3.4282, loss: 3.4282, grad_norm: 1.0200 2020-07-23 08:56:49,018 - mmaction - INFO - Epoch [73][440/940] lr: 4.903e-01, eta: 1 day, 21:04:37, time: 0.685, data_time: 0.008, memory: 9444, top1_acc: 0.2703, top5_acc: 0.5299, loss_cls: 3.3724, loss: 3.3724, grad_norm: 1.0326 2020-07-23 08:57:02,563 - mmaction - INFO - Epoch [73][460/940] lr: 4.903e-01, eta: 1 day, 21:04:05, time: 0.677, data_time: 0.002, memory: 9444, top1_acc: 0.2680, top5_acc: 0.5184, loss_cls: 3.3948, loss: 3.3948, grad_norm: 1.0072 2020-07-23 08:57:16,394 - mmaction - INFO - Epoch [73][480/940] lr: 4.903e-01, eta: 1 day, 21:03:34, time: 0.693, data_time: 0.003, memory: 9444, top1_acc: 0.2742, top5_acc: 0.5301, loss_cls: 3.3447, loss: 3.3447, grad_norm: 1.0391 2020-07-23 08:57:29,414 - mmaction - INFO - Epoch [73][500/940] lr: 4.903e-01, eta: 1 day, 21:03:00, time: 0.649, data_time: 0.002, memory: 9444, top1_acc: 0.2787, top5_acc: 0.5240, loss_cls: 3.3830, loss: 3.3830, grad_norm: 1.0318 2020-07-23 08:57:42,931 - mmaction - INFO - Epoch [73][520/940] lr: 4.903e-01, eta: 1 day, 21:02:28, time: 0.677, data_time: 0.003, memory: 9444, top1_acc: 0.2779, top5_acc: 0.5291, loss_cls: 3.3440, loss: 3.3440, grad_norm: 1.0227 2020-07-23 08:57:56,845 - mmaction - INFO - Epoch [73][540/940] lr: 4.903e-01, eta: 1 day, 21:01:57, time: 0.695, data_time: 0.003, memory: 9444, top1_acc: 0.2730, top5_acc: 0.5215, loss_cls: 3.4059, loss: 3.4059, grad_norm: 1.0327 2020-07-23 08:58:09,980 - mmaction - INFO - Epoch [73][560/940] lr: 4.903e-01, eta: 1 day, 21:01:24, time: 0.657, data_time: 0.003, memory: 9444, top1_acc: 0.2646, top5_acc: 0.5223, loss_cls: 3.4158, loss: 3.4158, grad_norm: 1.0395 2020-07-23 08:58:24,721 - mmaction - INFO - Epoch [73][580/940] lr: 4.903e-01, eta: 1 day, 21:00:55, time: 0.738, data_time: 0.002, memory: 9444, top1_acc: 0.2746, top5_acc: 0.5240, loss_cls: 3.3850, loss: 3.3850, grad_norm: 1.0211 2020-07-23 08:58:38,662 - mmaction - INFO - Epoch [73][600/940] lr: 4.903e-01, eta: 1 day, 21:00:24, time: 0.696, data_time: 0.002, memory: 9444, top1_acc: 0.2785, top5_acc: 0.5264, loss_cls: 3.3685, loss: 3.3685, grad_norm: 1.0256 2020-07-23 08:58:51,736 - mmaction - INFO - Epoch [73][620/940] lr: 4.903e-01, eta: 1 day, 20:59:51, time: 0.654, data_time: 0.003, memory: 9444, top1_acc: 0.2844, top5_acc: 0.5297, loss_cls: 3.3511, loss: 3.3511, grad_norm: 1.0375 2020-07-23 08:59:06,072 - mmaction - INFO - Epoch [73][640/940] lr: 4.903e-01, eta: 1 day, 20:59:20, time: 0.716, data_time: 0.003, memory: 9444, top1_acc: 0.2645, top5_acc: 0.5164, loss_cls: 3.4519, loss: 3.4519, grad_norm: 1.0282 2020-07-23 08:59:19,007 - mmaction - INFO - Epoch [73][660/940] lr: 4.903e-01, eta: 1 day, 20:58:47, time: 0.648, data_time: 0.003, memory: 9444, top1_acc: 0.2887, top5_acc: 0.5344, loss_cls: 3.3433, loss: 3.3433, grad_norm: 1.0157 2020-07-23 08:59:32,824 - mmaction - INFO - Epoch [73][680/940] lr: 4.903e-01, eta: 1 day, 20:58:16, time: 0.690, data_time: 0.001, memory: 9444, top1_acc: 0.2846, top5_acc: 0.5293, loss_cls: 3.3677, loss: 3.3677, grad_norm: 1.0170 2020-07-23 08:59:46,751 - mmaction - INFO - Epoch [73][700/940] lr: 4.903e-01, eta: 1 day, 20:57:45, time: 0.696, data_time: 0.003, memory: 9444, top1_acc: 0.2744, top5_acc: 0.5215, loss_cls: 3.3957, loss: 3.3957, grad_norm: 1.0329 2020-07-23 09:00:00,377 - mmaction - INFO - Epoch [73][720/940] lr: 4.903e-01, eta: 1 day, 20:57:13, time: 0.682, data_time: 0.003, memory: 9444, top1_acc: 0.2768, top5_acc: 0.5260, loss_cls: 3.3581, loss: 3.3581, grad_norm: 1.0291 2020-07-23 09:00:19,390 - mmaction - INFO - Epoch [73][740/940] lr: 4.903e-01, eta: 1 day, 20:56:54, time: 0.948, data_time: 0.006, memory: 9444, top1_acc: 0.2781, top5_acc: 0.5240, loss_cls: 3.3581, loss: 3.3581, grad_norm: 1.0370 2020-07-23 09:00:33,073 - mmaction - INFO - Epoch [73][760/940] lr: 4.903e-01, eta: 1 day, 20:56:23, time: 0.687, data_time: 0.010, memory: 9444, top1_acc: 0.2746, top5_acc: 0.5172, loss_cls: 3.3904, loss: 3.3904, grad_norm: 1.0255 2020-07-23 09:00:46,581 - mmaction - INFO - Epoch [73][780/940] lr: 4.903e-01, eta: 1 day, 20:55:51, time: 0.675, data_time: 0.002, memory: 9444, top1_acc: 0.2680, top5_acc: 0.5207, loss_cls: 3.4164, loss: 3.4164, grad_norm: 1.0339 2020-07-23 09:00:59,918 - mmaction - INFO - Epoch [73][800/940] lr: 4.903e-01, eta: 1 day, 20:55:18, time: 0.666, data_time: 0.002, memory: 9444, top1_acc: 0.2713, top5_acc: 0.5234, loss_cls: 3.3987, loss: 3.3987, grad_norm: 1.0245 2020-07-23 09:01:12,790 - mmaction - INFO - Epoch [73][820/940] lr: 4.903e-01, eta: 1 day, 20:54:45, time: 0.644, data_time: 0.003, memory: 9444, top1_acc: 0.2652, top5_acc: 0.5135, loss_cls: 3.4237, loss: 3.4237, grad_norm: 1.0372 2020-07-23 09:01:26,117 - mmaction - INFO - Epoch [73][840/940] lr: 4.903e-01, eta: 1 day, 20:54:12, time: 0.666, data_time: 0.002, memory: 9444, top1_acc: 0.2676, top5_acc: 0.5109, loss_cls: 3.4242, loss: 3.4242, grad_norm: 1.0267 2020-07-23 09:01:39,591 - mmaction - INFO - Epoch [73][860/940] lr: 4.903e-01, eta: 1 day, 20:53:40, time: 0.674, data_time: 0.003, memory: 9444, top1_acc: 0.2766, top5_acc: 0.5195, loss_cls: 3.3934, loss: 3.3934, grad_norm: 1.0207 2020-07-23 09:01:53,157 - mmaction - INFO - Epoch [73][880/940] lr: 4.903e-01, eta: 1 day, 20:53:08, time: 0.677, data_time: 0.002, memory: 9444, top1_acc: 0.2723, top5_acc: 0.5174, loss_cls: 3.3839, loss: 3.3839, grad_norm: 1.0197 2020-07-23 09:02:06,871 - mmaction - INFO - Epoch [73][900/940] lr: 4.903e-01, eta: 1 day, 20:52:37, time: 0.686, data_time: 0.003, memory: 9444, top1_acc: 0.2764, top5_acc: 0.5254, loss_cls: 3.3654, loss: 3.3654, grad_norm: 1.0201 2020-07-23 09:02:19,887 - mmaction - INFO - Epoch [73][920/940] lr: 4.903e-01, eta: 1 day, 20:52:03, time: 0.650, data_time: 0.003, memory: 9444, top1_acc: 0.2717, top5_acc: 0.5189, loss_cls: 3.4019, loss: 3.4019, grad_norm: 1.0339 2020-07-23 09:02:32,863 - mmaction - INFO - Epoch [73][940/940] lr: 4.903e-01, eta: 1 day, 20:51:30, time: 0.650, data_time: 0.003, memory: 9444, top1_acc: 0.2754, top5_acc: 0.5254, loss_cls: 3.3803, loss: 3.3803, grad_norm: 1.0140 2020-07-23 09:05:17,415 - mmaction - INFO - Epoch [74][20/940] lr: 4.875e-01, eta: 1 day, 20:56:50, time: 7.698, data_time: 6.905, memory: 9444, top1_acc: 0.2723, top5_acc: 0.5232, loss_cls: 3.3729, loss: 3.3729, grad_norm: 1.0401 2020-07-23 09:05:31,090 - mmaction - INFO - Epoch [74][40/940] lr: 4.875e-01, eta: 1 day, 20:56:18, time: 0.683, data_time: 0.003, memory: 9444, top1_acc: 0.2666, top5_acc: 0.5170, loss_cls: 3.3954, loss: 3.3954, grad_norm: 1.0318 2020-07-23 09:05:45,777 - mmaction - INFO - Epoch [74][60/940] lr: 4.875e-01, eta: 1 day, 20:55:49, time: 0.735, data_time: 0.003, memory: 9444, top1_acc: 0.2686, top5_acc: 0.5205, loss_cls: 3.3942, loss: 3.3942, grad_norm: 1.0325 2020-07-23 09:05:59,045 - mmaction - INFO - Epoch [74][80/940] lr: 4.875e-01, eta: 1 day, 20:55:17, time: 0.663, data_time: 0.003, memory: 9444, top1_acc: 0.2715, top5_acc: 0.5285, loss_cls: 3.3769, loss: 3.3769, grad_norm: 1.0242 2020-07-23 09:06:12,550 - mmaction - INFO - Epoch [74][100/940] lr: 4.875e-01, eta: 1 day, 20:54:45, time: 0.676, data_time: 0.002, memory: 9444, top1_acc: 0.2959, top5_acc: 0.5445, loss_cls: 3.2875, loss: 3.2875, grad_norm: 1.0314 2020-07-23 09:06:25,957 - mmaction - INFO - Epoch [74][120/940] lr: 4.875e-01, eta: 1 day, 20:54:12, time: 0.669, data_time: 0.001, memory: 9444, top1_acc: 0.2779, top5_acc: 0.5299, loss_cls: 3.3669, loss: 3.3669, grad_norm: 1.0445 2020-07-23 09:06:38,752 - mmaction - INFO - Epoch [74][140/940] lr: 4.875e-01, eta: 1 day, 20:53:38, time: 0.641, data_time: 0.003, memory: 9444, top1_acc: 0.2934, top5_acc: 0.5461, loss_cls: 3.2940, loss: 3.2940, grad_norm: 1.0415 2020-07-23 09:06:52,655 - mmaction - INFO - Epoch [74][160/940] lr: 4.875e-01, eta: 1 day, 20:53:07, time: 0.695, data_time: 0.002, memory: 9444, top1_acc: 0.2855, top5_acc: 0.5365, loss_cls: 3.3460, loss: 3.3460, grad_norm: 1.0429 2020-07-23 09:07:05,895 - mmaction - INFO - Epoch [74][180/940] lr: 4.875e-01, eta: 1 day, 20:52:35, time: 0.663, data_time: 0.002, memory: 9444, top1_acc: 0.2738, top5_acc: 0.5211, loss_cls: 3.3855, loss: 3.3855, grad_norm: 1.0573 2020-07-23 09:07:19,404 - mmaction - INFO - Epoch [74][200/940] lr: 4.875e-01, eta: 1 day, 20:52:03, time: 0.674, data_time: 0.002, memory: 9444, top1_acc: 0.2641, top5_acc: 0.5154, loss_cls: 3.4352, loss: 3.4352, grad_norm: 1.0384 2020-07-23 09:07:33,272 - mmaction - INFO - Epoch [74][220/940] lr: 4.875e-01, eta: 1 day, 20:51:31, time: 0.694, data_time: 0.003, memory: 9444, top1_acc: 0.2852, top5_acc: 0.5266, loss_cls: 3.3429, loss: 3.3429, grad_norm: 1.0304 2020-07-23 09:07:46,878 - mmaction - INFO - Epoch [74][240/940] lr: 4.875e-01, eta: 1 day, 20:51:00, time: 0.681, data_time: 0.002, memory: 9444, top1_acc: 0.2812, top5_acc: 0.5342, loss_cls: 3.3584, loss: 3.3584, grad_norm: 1.0396 2020-07-23 09:08:00,646 - mmaction - INFO - Epoch [74][260/940] lr: 4.875e-01, eta: 1 day, 20:50:28, time: 0.688, data_time: 0.004, memory: 9444, top1_acc: 0.2795, top5_acc: 0.5326, loss_cls: 3.3272, loss: 3.3272, grad_norm: 1.0595 2020-07-23 09:08:14,397 - mmaction - INFO - Epoch [74][280/940] lr: 4.875e-01, eta: 1 day, 20:49:57, time: 0.688, data_time: 0.002, memory: 9444, top1_acc: 0.2748, top5_acc: 0.5240, loss_cls: 3.3930, loss: 3.3930, grad_norm: 1.0524 2020-07-23 09:08:27,895 - mmaction - INFO - Epoch [74][300/940] lr: 4.875e-01, eta: 1 day, 20:49:25, time: 0.674, data_time: 0.002, memory: 9444, top1_acc: 0.2746, top5_acc: 0.5223, loss_cls: 3.4269, loss: 3.4269, grad_norm: 1.0359 2020-07-23 09:08:41,618 - mmaction - INFO - Epoch [74][320/940] lr: 4.875e-01, eta: 1 day, 20:48:54, time: 0.686, data_time: 0.002, memory: 9444, top1_acc: 0.2852, top5_acc: 0.5330, loss_cls: 3.3373, loss: 3.3373, grad_norm: 1.0318 2020-07-23 09:08:55,107 - mmaction - INFO - Epoch [74][340/940] lr: 4.875e-01, eta: 1 day, 20:48:22, time: 0.675, data_time: 0.003, memory: 9444, top1_acc: 0.2783, top5_acc: 0.5143, loss_cls: 3.3993, loss: 3.3993, grad_norm: 1.0393 2020-07-23 09:09:08,690 - mmaction - INFO - Epoch [74][360/940] lr: 4.875e-01, eta: 1 day, 20:47:50, time: 0.680, data_time: 0.003, memory: 9444, top1_acc: 0.2748, top5_acc: 0.5312, loss_cls: 3.3720, loss: 3.3720, grad_norm: 1.0473 2020-07-23 09:09:22,981 - mmaction - INFO - Epoch [74][380/940] lr: 4.875e-01, eta: 1 day, 20:47:20, time: 0.714, data_time: 0.002, memory: 9444, top1_acc: 0.2781, top5_acc: 0.5229, loss_cls: 3.3797, loss: 3.3797, grad_norm: 1.0327 2020-07-23 09:09:35,919 - mmaction - INFO - Epoch [74][400/940] lr: 4.875e-01, eta: 1 day, 20:46:46, time: 0.645, data_time: 0.002, memory: 9444, top1_acc: 0.2738, top5_acc: 0.5197, loss_cls: 3.3994, loss: 3.3994, grad_norm: 1.0451 2020-07-23 09:09:50,250 - mmaction - INFO - Epoch [74][420/940] lr: 4.875e-01, eta: 1 day, 20:46:17, time: 0.718, data_time: 0.004, memory: 9444, top1_acc: 0.2703, top5_acc: 0.5135, loss_cls: 3.4179, loss: 3.4179, grad_norm: 1.0417 2020-07-23 09:10:03,222 - mmaction - INFO - Epoch [74][440/940] lr: 4.875e-01, eta: 1 day, 20:45:43, time: 0.648, data_time: 0.003, memory: 9444, top1_acc: 0.2650, top5_acc: 0.5207, loss_cls: 3.4104, loss: 3.4104, grad_norm: 1.0621 2020-07-23 09:10:16,959 - mmaction - INFO - Epoch [74][460/940] lr: 4.875e-01, eta: 1 day, 20:45:12, time: 0.688, data_time: 0.003, memory: 9444, top1_acc: 0.2783, top5_acc: 0.5160, loss_cls: 3.4072, loss: 3.4072, grad_norm: 1.0379 2020-07-23 09:10:31,077 - mmaction - INFO - Epoch [74][480/940] lr: 4.875e-01, eta: 1 day, 20:44:42, time: 0.706, data_time: 0.002, memory: 9444, top1_acc: 0.2719, top5_acc: 0.5199, loss_cls: 3.3696, loss: 3.3696, grad_norm: 1.0306 2020-07-23 09:10:44,056 - mmaction - INFO - Epoch [74][500/940] lr: 4.875e-01, eta: 1 day, 20:44:08, time: 0.648, data_time: 0.002, memory: 9444, top1_acc: 0.2779, top5_acc: 0.5223, loss_cls: 3.4096, loss: 3.4096, grad_norm: 1.0154 2020-07-23 09:10:58,317 - mmaction - INFO - Epoch [74][520/940] lr: 4.875e-01, eta: 1 day, 20:43:39, time: 0.713, data_time: 0.003, memory: 9444, top1_acc: 0.2797, top5_acc: 0.5201, loss_cls: 3.3712, loss: 3.3712, grad_norm: 1.0293 2020-07-23 09:11:12,389 - mmaction - INFO - Epoch [74][540/940] lr: 4.875e-01, eta: 1 day, 20:43:08, time: 0.703, data_time: 0.003, memory: 9444, top1_acc: 0.2777, top5_acc: 0.5305, loss_cls: 3.3750, loss: 3.3750, grad_norm: 1.0363 2020-07-23 09:11:25,429 - mmaction - INFO - Epoch [74][560/940] lr: 4.875e-01, eta: 1 day, 20:42:35, time: 0.653, data_time: 0.003, memory: 9444, top1_acc: 0.2781, top5_acc: 0.5332, loss_cls: 3.3633, loss: 3.3633, grad_norm: 1.0260 2020-07-23 09:11:38,423 - mmaction - INFO - Epoch [74][580/940] lr: 4.875e-01, eta: 1 day, 20:42:02, time: 0.650, data_time: 0.001, memory: 9444, top1_acc: 0.2785, top5_acc: 0.5174, loss_cls: 3.3938, loss: 3.3938, grad_norm: 1.0316 2020-07-23 09:11:52,710 - mmaction - INFO - Epoch [74][600/940] lr: 4.875e-01, eta: 1 day, 20:41:32, time: 0.715, data_time: 0.002, memory: 9444, top1_acc: 0.2695, top5_acc: 0.5283, loss_cls: 3.3883, loss: 3.3883, grad_norm: 1.0361 2020-07-23 09:12:05,604 - mmaction - INFO - Epoch [74][620/940] lr: 4.875e-01, eta: 1 day, 20:40:59, time: 0.644, data_time: 0.002, memory: 9444, top1_acc: 0.2863, top5_acc: 0.5365, loss_cls: 3.3380, loss: 3.3380, grad_norm: 1.0443 2020-07-23 09:12:19,697 - mmaction - INFO - Epoch [74][640/940] lr: 4.875e-01, eta: 1 day, 20:40:28, time: 0.705, data_time: 0.003, memory: 9444, top1_acc: 0.2781, top5_acc: 0.5232, loss_cls: 3.3654, loss: 3.3654, grad_norm: 1.0467 2020-07-23 09:12:32,729 - mmaction - INFO - Epoch [74][660/940] lr: 4.875e-01, eta: 1 day, 20:39:55, time: 0.651, data_time: 0.002, memory: 9444, top1_acc: 0.2699, top5_acc: 0.5193, loss_cls: 3.3956, loss: 3.3956, grad_norm: 1.0166 2020-07-23 09:12:45,809 - mmaction - INFO - Epoch [74][680/940] lr: 4.875e-01, eta: 1 day, 20:39:23, time: 0.655, data_time: 0.003, memory: 9444, top1_acc: 0.2807, top5_acc: 0.5254, loss_cls: 3.3713, loss: 3.3713, grad_norm: 1.0333 2020-07-23 09:12:59,896 - mmaction - INFO - Epoch [74][700/940] lr: 4.875e-01, eta: 1 day, 20:38:52, time: 0.704, data_time: 0.001, memory: 9444, top1_acc: 0.2738, top5_acc: 0.5160, loss_cls: 3.3931, loss: 3.3931, grad_norm: 1.0275 2020-07-23 09:13:13,644 - mmaction - INFO - Epoch [74][720/940] lr: 4.875e-01, eta: 1 day, 20:38:21, time: 0.688, data_time: 0.002, memory: 9444, top1_acc: 0.2637, top5_acc: 0.5094, loss_cls: 3.4433, loss: 3.4433, grad_norm: 1.0468 2020-07-23 09:13:27,080 - mmaction - INFO - Epoch [74][740/940] lr: 4.875e-01, eta: 1 day, 20:37:49, time: 0.672, data_time: 0.002, memory: 9444, top1_acc: 0.2744, top5_acc: 0.5303, loss_cls: 3.3701, loss: 3.3701, grad_norm: 1.0346 2020-07-23 09:13:41,270 - mmaction - INFO - Epoch [74][760/940] lr: 4.875e-01, eta: 1 day, 20:37:19, time: 0.709, data_time: 0.001, memory: 9444, top1_acc: 0.2639, top5_acc: 0.5104, loss_cls: 3.4421, loss: 3.4421, grad_norm: 1.0332 2020-07-23 09:13:55,067 - mmaction - INFO - Epoch [74][780/940] lr: 4.875e-01, eta: 1 day, 20:36:48, time: 0.690, data_time: 0.002, memory: 9444, top1_acc: 0.2725, top5_acc: 0.5328, loss_cls: 3.3627, loss: 3.3627, grad_norm: 1.0131 2020-07-23 09:14:08,899 - mmaction - INFO - Epoch [74][800/940] lr: 4.875e-01, eta: 1 day, 20:36:17, time: 0.692, data_time: 0.003, memory: 9444, top1_acc: 0.2826, top5_acc: 0.5391, loss_cls: 3.3197, loss: 3.3197, grad_norm: 1.0338 2020-07-23 09:14:22,090 - mmaction - INFO - Epoch [74][820/940] lr: 4.875e-01, eta: 1 day, 20:35:45, time: 0.660, data_time: 0.003, memory: 9444, top1_acc: 0.2840, top5_acc: 0.5305, loss_cls: 3.3355, loss: 3.3355, grad_norm: 1.0325 2020-07-23 09:14:35,423 - mmaction - INFO - Epoch [74][840/940] lr: 4.875e-01, eta: 1 day, 20:35:13, time: 0.666, data_time: 0.002, memory: 9444, top1_acc: 0.2795, top5_acc: 0.5404, loss_cls: 3.3267, loss: 3.3267, grad_norm: 1.0247 2020-07-23 09:14:49,113 - mmaction - INFO - Epoch [74][860/940] lr: 4.875e-01, eta: 1 day, 20:34:42, time: 0.686, data_time: 0.003, memory: 9444, top1_acc: 0.2840, top5_acc: 0.5289, loss_cls: 3.3474, loss: 3.3474, grad_norm: 1.0377 2020-07-23 09:15:02,817 - mmaction - INFO - Epoch [74][880/940] lr: 4.875e-01, eta: 1 day, 20:34:10, time: 0.684, data_time: 0.002, memory: 9444, top1_acc: 0.2687, top5_acc: 0.5191, loss_cls: 3.3944, loss: 3.3944, grad_norm: 1.0391 2020-07-23 09:15:17,163 - mmaction - INFO - Epoch [74][900/940] lr: 4.875e-01, eta: 1 day, 20:33:41, time: 0.717, data_time: 0.002, memory: 9444, top1_acc: 0.2689, top5_acc: 0.5197, loss_cls: 3.4031, loss: 3.4031, grad_norm: 1.0376 2020-07-23 09:15:30,819 - mmaction - INFO - Epoch [74][920/940] lr: 4.875e-01, eta: 1 day, 20:33:09, time: 0.683, data_time: 0.003, memory: 9444, top1_acc: 0.2760, top5_acc: 0.5104, loss_cls: 3.4245, loss: 3.4245, grad_norm: 1.0215 2020-07-23 09:15:43,191 - mmaction - INFO - Epoch [74][940/940] lr: 4.875e-01, eta: 1 day, 20:32:35, time: 0.619, data_time: 0.002, memory: 9444, top1_acc: 0.2758, top5_acc: 0.5199, loss_cls: 3.4130, loss: 3.4130, grad_norm: 1.0257 2020-07-23 09:18:47,569 - mmaction - INFO - Epoch [75][20/940] lr: 4.846e-01, eta: 1 day, 20:38:47, time: 8.877, data_time: 8.167, memory: 9444, top1_acc: 0.2721, top5_acc: 0.5221, loss_cls: 3.3952, loss: 3.3952, grad_norm: 1.0529 2020-07-23 09:19:00,409 - mmaction - INFO - Epoch [75][40/940] lr: 4.846e-01, eta: 1 day, 20:38:13, time: 0.642, data_time: 0.001, memory: 9444, top1_acc: 0.2697, top5_acc: 0.5180, loss_cls: 3.3780, loss: 3.3780, grad_norm: 1.0368 2020-07-23 09:19:14,795 - mmaction - INFO - Epoch [75][60/940] lr: 4.846e-01, eta: 1 day, 20:37:44, time: 0.719, data_time: 0.001, memory: 9444, top1_acc: 0.2766, top5_acc: 0.5240, loss_cls: 3.3513, loss: 3.3513, grad_norm: 1.0206 2020-07-23 09:19:28,975 - mmaction - INFO - Epoch [75][80/940] lr: 4.846e-01, eta: 1 day, 20:37:13, time: 0.709, data_time: 0.002, memory: 9444, top1_acc: 0.2832, top5_acc: 0.5355, loss_cls: 3.3300, loss: 3.3300, grad_norm: 1.0208 2020-07-23 09:19:42,889 - mmaction - INFO - Epoch [75][100/940] lr: 4.846e-01, eta: 1 day, 20:36:43, time: 0.696, data_time: 0.002, memory: 9444, top1_acc: 0.2756, top5_acc: 0.5188, loss_cls: 3.3938, loss: 3.3938, grad_norm: 1.0633 2020-07-23 09:19:55,954 - mmaction - INFO - Epoch [75][120/940] lr: 4.846e-01, eta: 1 day, 20:36:10, time: 0.653, data_time: 0.007, memory: 9444, top1_acc: 0.2811, top5_acc: 0.5369, loss_cls: 3.3207, loss: 3.3207, grad_norm: 1.0368 2020-07-23 09:20:09,563 - mmaction - INFO - Epoch [75][140/940] lr: 4.846e-01, eta: 1 day, 20:35:38, time: 0.680, data_time: 0.002, memory: 9444, top1_acc: 0.2842, top5_acc: 0.5311, loss_cls: 3.3395, loss: 3.3395, grad_norm: 1.0511 2020-07-23 09:20:23,930 - mmaction - INFO - Epoch [75][160/940] lr: 4.846e-01, eta: 1 day, 20:35:09, time: 0.719, data_time: 0.003, memory: 9444, top1_acc: 0.2900, top5_acc: 0.5277, loss_cls: 3.3798, loss: 3.3798, grad_norm: 1.0367 2020-07-23 09:20:36,886 - mmaction - INFO - Epoch [75][180/940] lr: 4.846e-01, eta: 1 day, 20:34:36, time: 0.648, data_time: 0.002, memory: 9444, top1_acc: 0.2748, top5_acc: 0.5277, loss_cls: 3.3678, loss: 3.3678, grad_norm: 1.0466 2020-07-23 09:20:51,215 - mmaction - INFO - Epoch [75][200/940] lr: 4.846e-01, eta: 1 day, 20:34:06, time: 0.717, data_time: 0.003, memory: 9444, top1_acc: 0.2789, top5_acc: 0.5148, loss_cls: 3.3973, loss: 3.3973, grad_norm: 1.0469 2020-07-23 09:21:04,646 - mmaction - INFO - Epoch [75][220/940] lr: 4.846e-01, eta: 1 day, 20:33:34, time: 0.671, data_time: 0.001, memory: 9444, top1_acc: 0.2775, top5_acc: 0.5330, loss_cls: 3.3697, loss: 3.3697, grad_norm: 1.0286 2020-07-23 09:21:17,980 - mmaction - INFO - Epoch [75][240/940] lr: 4.846e-01, eta: 1 day, 20:33:02, time: 0.667, data_time: 0.002, memory: 9444, top1_acc: 0.2855, top5_acc: 0.5418, loss_cls: 3.3201, loss: 3.3201, grad_norm: 1.0421 2020-07-23 09:21:32,254 - mmaction - INFO - Epoch [75][260/940] lr: 4.846e-01, eta: 1 day, 20:32:32, time: 0.713, data_time: 0.002, memory: 9444, top1_acc: 0.2641, top5_acc: 0.5170, loss_cls: 3.3987, loss: 3.3987, grad_norm: 1.0299 2020-07-23 09:21:45,978 - mmaction - INFO - Epoch [75][280/940] lr: 4.846e-01, eta: 1 day, 20:32:01, time: 0.686, data_time: 0.002, memory: 9444, top1_acc: 0.2783, top5_acc: 0.5244, loss_cls: 3.3883, loss: 3.3883, grad_norm: 1.0160 2020-07-23 09:22:00,991 - mmaction - INFO - Epoch [75][300/940] lr: 4.846e-01, eta: 1 day, 20:31:33, time: 0.749, data_time: 0.002, memory: 9444, top1_acc: 0.2695, top5_acc: 0.5275, loss_cls: 3.3454, loss: 3.3454, grad_norm: 1.0577 2020-07-23 09:22:15,055 - mmaction - INFO - Epoch [75][320/940] lr: 4.846e-01, eta: 1 day, 20:31:03, time: 0.704, data_time: 0.005, memory: 9444, top1_acc: 0.2723, top5_acc: 0.5180, loss_cls: 3.4105, loss: 3.4105, grad_norm: 1.0394 2020-07-23 09:22:28,686 - mmaction - INFO - Epoch [75][340/940] lr: 4.846e-01, eta: 1 day, 20:30:32, time: 0.681, data_time: 0.003, memory: 9444, top1_acc: 0.2865, top5_acc: 0.5262, loss_cls: 3.3689, loss: 3.3689, grad_norm: 1.0308 2020-07-23 09:22:42,712 - mmaction - INFO - Epoch [75][360/940] lr: 4.846e-01, eta: 1 day, 20:30:01, time: 0.702, data_time: 0.004, memory: 9444, top1_acc: 0.2795, top5_acc: 0.5334, loss_cls: 3.3396, loss: 3.3396, grad_norm: 1.0535 2020-07-23 09:22:55,725 - mmaction - INFO - Epoch [75][380/940] lr: 4.846e-01, eta: 1 day, 20:29:28, time: 0.651, data_time: 0.003, memory: 9444, top1_acc: 0.2740, top5_acc: 0.5279, loss_cls: 3.3713, loss: 3.3713, grad_norm: 1.0145 2020-07-23 09:23:09,252 - mmaction - INFO - Epoch [75][400/940] lr: 4.846e-01, eta: 1 day, 20:28:57, time: 0.676, data_time: 0.002, memory: 9444, top1_acc: 0.2879, top5_acc: 0.5418, loss_cls: 3.2942, loss: 3.2942, grad_norm: 1.0271 2020-07-23 09:23:22,933 - mmaction - INFO - Epoch [75][420/940] lr: 4.846e-01, eta: 1 day, 20:28:26, time: 0.684, data_time: 0.003, memory: 9444, top1_acc: 0.2670, top5_acc: 0.5213, loss_cls: 3.3820, loss: 3.3820, grad_norm: 1.0602 2020-07-23 09:23:36,594 - mmaction - INFO - Epoch [75][440/940] lr: 4.846e-01, eta: 1 day, 20:27:55, time: 0.683, data_time: 0.003, memory: 9444, top1_acc: 0.2789, top5_acc: 0.5256, loss_cls: 3.3589, loss: 3.3589, grad_norm: 1.0239 2020-07-23 09:23:50,219 - mmaction - INFO - Epoch [75][460/940] lr: 4.846e-01, eta: 1 day, 20:27:23, time: 0.683, data_time: 0.002, memory: 9444, top1_acc: 0.2852, top5_acc: 0.5359, loss_cls: 3.3276, loss: 3.3276, grad_norm: 1.0383 2020-07-23 09:24:04,701 - mmaction - INFO - Epoch [75][480/940] lr: 4.846e-01, eta: 1 day, 20:26:54, time: 0.722, data_time: 0.001, memory: 9444, top1_acc: 0.2752, top5_acc: 0.5312, loss_cls: 3.3830, loss: 3.3830, grad_norm: 1.0584 2020-07-23 09:24:17,709 - mmaction - INFO - Epoch [75][500/940] lr: 4.846e-01, eta: 1 day, 20:26:21, time: 0.651, data_time: 0.003, memory: 9444, top1_acc: 0.2666, top5_acc: 0.5127, loss_cls: 3.4384, loss: 3.4384, grad_norm: 1.0347 2020-07-23 09:24:31,993 - mmaction - INFO - Epoch [75][520/940] lr: 4.846e-01, eta: 1 day, 20:25:52, time: 0.714, data_time: 0.003, memory: 9444, top1_acc: 0.2766, top5_acc: 0.5166, loss_cls: 3.3614, loss: 3.3614, grad_norm: 1.0318 2020-07-23 09:24:45,557 - mmaction - INFO - Epoch [75][540/940] lr: 4.846e-01, eta: 1 day, 20:25:20, time: 0.678, data_time: 0.002, memory: 9444, top1_acc: 0.2744, top5_acc: 0.5309, loss_cls: 3.4053, loss: 3.4053, grad_norm: 1.0230 2020-07-23 09:24:59,522 - mmaction - INFO - Epoch [75][560/940] lr: 4.846e-01, eta: 1 day, 20:24:50, time: 0.699, data_time: 0.003, memory: 9444, top1_acc: 0.2758, top5_acc: 0.5293, loss_cls: 3.3526, loss: 3.3526, grad_norm: 1.0498 2020-07-23 09:25:12,809 - mmaction - INFO - Epoch [75][580/940] lr: 4.846e-01, eta: 1 day, 20:24:18, time: 0.664, data_time: 0.003, memory: 9444, top1_acc: 0.2674, top5_acc: 0.5238, loss_cls: 3.4005, loss: 3.4005, grad_norm: 1.0481 2020-07-23 09:25:26,530 - mmaction - INFO - Epoch [75][600/940] lr: 4.846e-01, eta: 1 day, 20:23:47, time: 0.686, data_time: 0.003, memory: 9444, top1_acc: 0.2732, top5_acc: 0.5113, loss_cls: 3.4324, loss: 3.4324, grad_norm: 1.0462 2020-07-23 09:25:40,539 - mmaction - INFO - Epoch [75][620/940] lr: 4.846e-01, eta: 1 day, 20:23:17, time: 0.700, data_time: 0.002, memory: 9444, top1_acc: 0.2775, top5_acc: 0.5281, loss_cls: 3.3908, loss: 3.3908, grad_norm: 1.0344 2020-07-23 09:25:53,635 - mmaction - INFO - Epoch [75][640/940] lr: 4.846e-01, eta: 1 day, 20:22:44, time: 0.655, data_time: 0.003, memory: 9444, top1_acc: 0.2783, top5_acc: 0.5275, loss_cls: 3.3499, loss: 3.3499, grad_norm: 1.0159 2020-07-23 09:26:07,273 - mmaction - INFO - Epoch [75][660/940] lr: 4.846e-01, eta: 1 day, 20:22:13, time: 0.682, data_time: 0.002, memory: 9444, top1_acc: 0.2791, top5_acc: 0.5326, loss_cls: 3.3608, loss: 3.3608, grad_norm: 1.0315 2020-07-23 09:26:20,794 - mmaction - INFO - Epoch [75][680/940] lr: 4.846e-01, eta: 1 day, 20:21:42, time: 0.677, data_time: 0.003, memory: 9444, top1_acc: 0.2891, top5_acc: 0.5301, loss_cls: 3.3457, loss: 3.3457, grad_norm: 1.0225 2020-07-23 09:26:34,436 - mmaction - INFO - Epoch [75][700/940] lr: 4.846e-01, eta: 1 day, 20:21:10, time: 0.681, data_time: 0.002, memory: 9444, top1_acc: 0.2672, top5_acc: 0.5266, loss_cls: 3.4025, loss: 3.4025, grad_norm: 1.0713 2020-07-23 09:26:49,106 - mmaction - INFO - Epoch [75][720/940] lr: 4.846e-01, eta: 1 day, 20:20:42, time: 0.735, data_time: 0.002, memory: 9444, top1_acc: 0.2633, top5_acc: 0.5051, loss_cls: 3.4304, loss: 3.4304, grad_norm: 1.0180 2020-07-23 09:27:03,350 - mmaction - INFO - Epoch [75][740/940] lr: 4.846e-01, eta: 1 day, 20:20:12, time: 0.711, data_time: 0.003, memory: 9444, top1_acc: 0.2762, top5_acc: 0.5209, loss_cls: 3.3854, loss: 3.3854, grad_norm: 1.0342 2020-07-23 09:27:16,686 - mmaction - INFO - Epoch [75][760/940] lr: 4.846e-01, eta: 1 day, 20:19:40, time: 0.668, data_time: 0.002, memory: 9444, top1_acc: 0.2828, top5_acc: 0.5242, loss_cls: 3.4012, loss: 3.4012, grad_norm: 1.0510 2020-07-23 09:27:31,517 - mmaction - INFO - Epoch [75][780/940] lr: 4.846e-01, eta: 1 day, 20:19:12, time: 0.741, data_time: 0.002, memory: 9444, top1_acc: 0.2775, top5_acc: 0.5264, loss_cls: 3.3744, loss: 3.3744, grad_norm: 1.0546 2020-07-23 09:27:45,180 - mmaction - INFO - Epoch [75][800/940] lr: 4.846e-01, eta: 1 day, 20:18:41, time: 0.684, data_time: 0.003, memory: 9444, top1_acc: 0.2715, top5_acc: 0.5236, loss_cls: 3.3853, loss: 3.3853, grad_norm: 1.0574 2020-07-23 09:27:58,402 - mmaction - INFO - Epoch [75][820/940] lr: 4.846e-01, eta: 1 day, 20:18:09, time: 0.661, data_time: 0.003, memory: 9444, top1_acc: 0.2686, top5_acc: 0.5068, loss_cls: 3.4294, loss: 3.4294, grad_norm: 1.0347 2020-07-23 09:28:12,056 - mmaction - INFO - Epoch [75][840/940] lr: 4.846e-01, eta: 1 day, 20:17:38, time: 0.682, data_time: 0.002, memory: 9444, top1_acc: 0.2818, top5_acc: 0.5291, loss_cls: 3.3666, loss: 3.3666, grad_norm: 1.0224 2020-07-23 09:28:26,081 - mmaction - INFO - Epoch [75][860/940] lr: 4.846e-01, eta: 1 day, 20:17:08, time: 0.702, data_time: 0.002, memory: 9444, top1_acc: 0.2807, top5_acc: 0.5340, loss_cls: 3.3514, loss: 3.3514, grad_norm: 1.0203 2020-07-23 09:28:38,954 - mmaction - INFO - Epoch [75][880/940] lr: 4.846e-01, eta: 1 day, 20:16:35, time: 0.644, data_time: 0.002, memory: 9444, top1_acc: 0.2902, top5_acc: 0.5193, loss_cls: 3.3771, loss: 3.3771, grad_norm: 1.0153 2020-07-23 09:28:53,620 - mmaction - INFO - Epoch [75][900/940] lr: 4.846e-01, eta: 1 day, 20:16:06, time: 0.733, data_time: 0.001, memory: 9444, top1_acc: 0.2709, top5_acc: 0.5230, loss_cls: 3.3634, loss: 3.3634, grad_norm: 1.0509 2020-07-23 09:29:07,812 - mmaction - INFO - Epoch [75][920/940] lr: 4.846e-01, eta: 1 day, 20:15:37, time: 0.710, data_time: 0.002, memory: 9444, top1_acc: 0.2842, top5_acc: 0.5221, loss_cls: 3.3821, loss: 3.3821, grad_norm: 1.0555 2020-07-23 09:29:20,021 - mmaction - INFO - Epoch [75][940/940] lr: 4.846e-01, eta: 1 day, 20:15:02, time: 0.611, data_time: 0.002, memory: 9444, top1_acc: 0.2817, top5_acc: 0.5302, loss_cls: 3.3448, loss: 3.3448, grad_norm: 1.0518 2020-07-23 09:32:19,833 - mmaction - INFO - Epoch [76][20/940] lr: 4.817e-01, eta: 1 day, 20:20:52, time: 8.580, data_time: 7.651, memory: 9444, top1_acc: 0.2695, top5_acc: 0.5232, loss_cls: 3.3957, loss: 3.3957, grad_norm: 1.0496 2020-07-23 09:32:32,671 - mmaction - INFO - Epoch [76][40/940] lr: 4.817e-01, eta: 1 day, 20:20:19, time: 0.641, data_time: 0.001, memory: 9444, top1_acc: 0.2852, top5_acc: 0.5291, loss_cls: 3.3348, loss: 3.3348, grad_norm: 1.0582 2020-07-23 09:32:47,493 - mmaction - INFO - Epoch [76][60/940] lr: 4.817e-01, eta: 1 day, 20:19:51, time: 0.740, data_time: 0.003, memory: 9444, top1_acc: 0.2809, top5_acc: 0.5326, loss_cls: 3.3666, loss: 3.3666, grad_norm: 1.0546 2020-07-23 09:33:00,529 - mmaction - INFO - Epoch [76][80/940] lr: 4.817e-01, eta: 1 day, 20:19:18, time: 0.653, data_time: 0.004, memory: 9444, top1_acc: 0.2861, top5_acc: 0.5180, loss_cls: 3.3849, loss: 3.3849, grad_norm: 1.0110 2020-07-23 09:33:14,575 - mmaction - INFO - Epoch [76][100/940] lr: 4.817e-01, eta: 1 day, 20:18:48, time: 0.704, data_time: 0.003, memory: 9444, top1_acc: 0.2789, top5_acc: 0.5275, loss_cls: 3.3713, loss: 3.3713, grad_norm: 1.0461 2020-07-23 09:33:28,187 - mmaction - INFO - Epoch [76][120/940] lr: 4.817e-01, eta: 1 day, 20:18:17, time: 0.679, data_time: 0.001, memory: 9444, top1_acc: 0.2830, top5_acc: 0.5373, loss_cls: 3.3363, loss: 3.3363, grad_norm: 1.0381 2020-07-23 09:33:41,887 - mmaction - INFO - Epoch [76][140/940] lr: 4.817e-01, eta: 1 day, 20:17:46, time: 0.685, data_time: 0.003, memory: 9444, top1_acc: 0.2848, top5_acc: 0.5281, loss_cls: 3.3515, loss: 3.3515, grad_norm: 1.0436 2020-07-23 09:33:55,200 - mmaction - INFO - Epoch [76][160/940] lr: 4.817e-01, eta: 1 day, 20:17:14, time: 0.666, data_time: 0.003, memory: 9444, top1_acc: 0.2709, top5_acc: 0.5182, loss_cls: 3.3645, loss: 3.3645, grad_norm: 1.0362 2020-07-23 09:34:09,476 - mmaction - INFO - Epoch [76][180/940] lr: 4.817e-01, eta: 1 day, 20:16:45, time: 0.714, data_time: 0.002, memory: 9444, top1_acc: 0.2812, top5_acc: 0.5193, loss_cls: 3.3781, loss: 3.3781, grad_norm: 1.0158 2020-07-23 09:34:22,383 - mmaction - INFO - Epoch [76][200/940] lr: 4.817e-01, eta: 1 day, 20:16:12, time: 0.646, data_time: 0.002, memory: 9444, top1_acc: 0.2973, top5_acc: 0.5398, loss_cls: 3.2947, loss: 3.2947, grad_norm: 1.0617 2020-07-23 09:34:36,057 - mmaction - INFO - Epoch [76][220/940] lr: 4.817e-01, eta: 1 day, 20:15:41, time: 0.682, data_time: 0.001, memory: 9444, top1_acc: 0.2764, top5_acc: 0.5250, loss_cls: 3.4064, loss: 3.4064, grad_norm: 1.0483 2020-07-23 09:34:50,017 - mmaction - INFO - Epoch [76][240/940] lr: 4.817e-01, eta: 1 day, 20:15:11, time: 0.698, data_time: 0.003, memory: 9444, top1_acc: 0.2893, top5_acc: 0.5346, loss_cls: 3.3234, loss: 3.3234, grad_norm: 1.0471 2020-07-23 09:35:03,015 - mmaction - INFO - Epoch [76][260/940] lr: 4.817e-01, eta: 1 day, 20:14:38, time: 0.651, data_time: 0.004, memory: 9444, top1_acc: 0.2727, top5_acc: 0.5346, loss_cls: 3.3326, loss: 3.3326, grad_norm: 1.0492 2020-07-23 09:35:17,412 - mmaction - INFO - Epoch [76][280/940] lr: 4.817e-01, eta: 1 day, 20:14:09, time: 0.719, data_time: 0.002, memory: 9444, top1_acc: 0.2824, top5_acc: 0.5275, loss_cls: 3.3578, loss: 3.3578, grad_norm: 1.0557 2020-07-23 09:35:30,813 - mmaction - INFO - Epoch [76][300/940] lr: 4.817e-01, eta: 1 day, 20:13:37, time: 0.670, data_time: 0.003, memory: 9444, top1_acc: 0.2869, top5_acc: 0.5316, loss_cls: 3.3174, loss: 3.3174, grad_norm: 1.0359 2020-07-23 09:35:45,012 - mmaction - INFO - Epoch [76][320/940] lr: 4.817e-01, eta: 1 day, 20:13:07, time: 0.703, data_time: 0.023, memory: 9444, top1_acc: 0.2848, top5_acc: 0.5322, loss_cls: 3.3503, loss: 3.3503, grad_norm: 1.0514 2020-07-23 09:35:59,226 - mmaction - INFO - Epoch [76][340/940] lr: 4.817e-01, eta: 1 day, 20:12:38, time: 0.718, data_time: 0.010, memory: 9444, top1_acc: 0.2715, top5_acc: 0.5209, loss_cls: 3.3887, loss: 3.3887, grad_norm: 1.0502 2020-07-23 09:36:12,021 - mmaction - INFO - Epoch [76][360/940] lr: 4.817e-01, eta: 1 day, 20:12:05, time: 0.640, data_time: 0.002, memory: 9444, top1_acc: 0.2883, top5_acc: 0.5281, loss_cls: 3.3342, loss: 3.3342, grad_norm: 1.0281 2020-07-23 09:36:26,268 - mmaction - INFO - Epoch [76][380/940] lr: 4.817e-01, eta: 1 day, 20:11:36, time: 0.713, data_time: 0.002, memory: 9444, top1_acc: 0.2729, top5_acc: 0.5283, loss_cls: 3.3426, loss: 3.3426, grad_norm: 1.0592 2020-07-23 09:36:40,294 - mmaction - INFO - Epoch [76][400/940] lr: 4.817e-01, eta: 1 day, 20:11:05, time: 0.698, data_time: 0.002, memory: 9444, top1_acc: 0.2754, top5_acc: 0.5111, loss_cls: 3.4197, loss: 3.4197, grad_norm: 1.0392 2020-07-23 09:36:53,541 - mmaction - INFO - Epoch [76][420/940] lr: 4.817e-01, eta: 1 day, 20:10:34, time: 0.666, data_time: 0.005, memory: 9444, top1_acc: 0.2768, top5_acc: 0.5248, loss_cls: 3.3832, loss: 3.3832, grad_norm: 1.0438 2020-07-23 09:37:07,776 - mmaction - INFO - Epoch [76][440/940] lr: 4.817e-01, eta: 1 day, 20:10:04, time: 0.711, data_time: 0.002, memory: 9444, top1_acc: 0.2738, top5_acc: 0.5135, loss_cls: 3.4017, loss: 3.4017, grad_norm: 1.0313 2020-07-23 09:37:21,428 - mmaction - INFO - Epoch [76][460/940] lr: 4.817e-01, eta: 1 day, 20:09:33, time: 0.680, data_time: 0.002, memory: 9444, top1_acc: 0.2771, top5_acc: 0.5303, loss_cls: 3.3562, loss: 3.3562, grad_norm: 1.0607 2020-07-23 09:37:34,500 - mmaction - INFO - Epoch [76][480/940] lr: 4.817e-01, eta: 1 day, 20:09:01, time: 0.656, data_time: 0.005, memory: 9444, top1_acc: 0.2787, top5_acc: 0.5258, loss_cls: 3.3957, loss: 3.3957, grad_norm: 1.0479 2020-07-23 09:37:48,736 - mmaction - INFO - Epoch [76][500/940] lr: 4.817e-01, eta: 1 day, 20:08:31, time: 0.710, data_time: 0.002, memory: 9444, top1_acc: 0.2791, top5_acc: 0.5285, loss_cls: 3.3662, loss: 3.3662, grad_norm: 1.0253 2020-07-23 09:38:02,799 - mmaction - INFO - Epoch [76][520/940] lr: 4.817e-01, eta: 1 day, 20:08:02, time: 0.705, data_time: 0.004, memory: 9444, top1_acc: 0.2656, top5_acc: 0.5178, loss_cls: 3.3920, loss: 3.3920, grad_norm: 1.0580 2020-07-23 09:38:16,654 - mmaction - INFO - Epoch [76][540/940] lr: 4.817e-01, eta: 1 day, 20:07:31, time: 0.692, data_time: 0.002, memory: 9444, top1_acc: 0.2859, top5_acc: 0.5312, loss_cls: 3.3681, loss: 3.3681, grad_norm: 1.0087 2020-07-23 09:38:30,490 - mmaction - INFO - Epoch [76][560/940] lr: 4.817e-01, eta: 1 day, 20:07:01, time: 0.693, data_time: 0.002, memory: 9444, top1_acc: 0.2842, top5_acc: 0.5236, loss_cls: 3.3737, loss: 3.3737, grad_norm: 1.0496 2020-07-23 09:38:43,971 - mmaction - INFO - Epoch [76][580/940] lr: 4.817e-01, eta: 1 day, 20:06:30, time: 0.673, data_time: 0.001, memory: 9444, top1_acc: 0.2682, top5_acc: 0.5080, loss_cls: 3.4075, loss: 3.4075, grad_norm: 1.0465 2020-07-23 09:39:00,732 - mmaction - INFO - Epoch [76][600/940] lr: 4.817e-01, eta: 1 day, 20:06:06, time: 0.838, data_time: 0.002, memory: 9444, top1_acc: 0.2713, top5_acc: 0.5174, loss_cls: 3.4204, loss: 3.4204, grad_norm: 1.0204 2020-07-23 09:39:13,631 - mmaction - INFO - Epoch [76][620/940] lr: 4.817e-01, eta: 1 day, 20:05:34, time: 0.646, data_time: 0.003, memory: 9444, top1_acc: 0.2822, top5_acc: 0.5262, loss_cls: 3.3538, loss: 3.3538, grad_norm: 1.0268 2020-07-23 09:39:28,193 - mmaction - INFO - Epoch [76][640/940] lr: 4.817e-01, eta: 1 day, 20:05:05, time: 0.728, data_time: 0.001, memory: 9444, top1_acc: 0.2766, top5_acc: 0.5246, loss_cls: 3.3499, loss: 3.3499, grad_norm: 1.0398 2020-07-23 09:39:41,367 - mmaction - INFO - Epoch [76][660/940] lr: 4.817e-01, eta: 1 day, 20:04:33, time: 0.658, data_time: 0.018, memory: 9444, top1_acc: 0.2840, top5_acc: 0.5303, loss_cls: 3.3667, loss: 3.3667, grad_norm: 1.0493 2020-07-23 09:39:55,291 - mmaction - INFO - Epoch [76][680/940] lr: 4.817e-01, eta: 1 day, 20:04:03, time: 0.695, data_time: 0.002, memory: 9444, top1_acc: 0.2766, top5_acc: 0.5258, loss_cls: 3.3696, loss: 3.3696, grad_norm: 1.0417 2020-07-23 09:40:08,965 - mmaction - INFO - Epoch [76][700/940] lr: 4.817e-01, eta: 1 day, 20:03:32, time: 0.684, data_time: 0.003, memory: 9444, top1_acc: 0.2824, top5_acc: 0.5324, loss_cls: 3.3623, loss: 3.3623, grad_norm: 1.0448 2020-07-23 09:40:23,523 - mmaction - INFO - Epoch [76][720/940] lr: 4.817e-01, eta: 1 day, 20:03:03, time: 0.727, data_time: 0.002, memory: 9444, top1_acc: 0.2822, top5_acc: 0.5213, loss_cls: 3.3962, loss: 3.3962, grad_norm: 1.0342 2020-07-23 09:40:37,342 - mmaction - INFO - Epoch [76][740/940] lr: 4.817e-01, eta: 1 day, 20:02:33, time: 0.691, data_time: 0.003, memory: 9444, top1_acc: 0.2670, top5_acc: 0.5152, loss_cls: 3.4203, loss: 3.4203, grad_norm: 1.0399 2020-07-23 09:40:50,863 - mmaction - INFO - Epoch [76][760/940] lr: 4.817e-01, eta: 1 day, 20:02:02, time: 0.676, data_time: 0.003, memory: 9444, top1_acc: 0.2850, top5_acc: 0.5418, loss_cls: 3.3077, loss: 3.3077, grad_norm: 1.0379 2020-07-23 09:41:03,774 - mmaction - INFO - Epoch [76][780/940] lr: 4.817e-01, eta: 1 day, 20:01:29, time: 0.644, data_time: 0.003, memory: 9444, top1_acc: 0.2793, top5_acc: 0.5219, loss_cls: 3.3810, loss: 3.3810, grad_norm: 1.0323 2020-07-23 09:41:17,999 - mmaction - INFO - Epoch [76][800/940] lr: 4.817e-01, eta: 1 day, 20:01:00, time: 0.714, data_time: 0.005, memory: 9444, top1_acc: 0.2756, top5_acc: 0.5162, loss_cls: 3.4210, loss: 3.4210, grad_norm: 1.0372 2020-07-23 09:41:31,746 - mmaction - INFO - Epoch [76][820/940] lr: 4.817e-01, eta: 1 day, 20:00:30, time: 0.688, data_time: 0.003, memory: 9444, top1_acc: 0.2807, top5_acc: 0.5305, loss_cls: 3.3328, loss: 3.3328, grad_norm: 1.0233 2020-07-23 09:41:45,494 - mmaction - INFO - Epoch [76][840/940] lr: 4.817e-01, eta: 1 day, 19:59:59, time: 0.688, data_time: 0.001, memory: 9444, top1_acc: 0.2734, top5_acc: 0.5178, loss_cls: 3.4172, loss: 3.4172, grad_norm: 1.0367 2020-07-23 09:41:59,254 - mmaction - INFO - Epoch [76][860/940] lr: 4.817e-01, eta: 1 day, 19:59:29, time: 0.687, data_time: 0.001, memory: 9444, top1_acc: 0.2781, top5_acc: 0.5268, loss_cls: 3.3862, loss: 3.3862, grad_norm: 1.0472 2020-07-23 09:42:12,395 - mmaction - INFO - Epoch [76][880/940] lr: 4.817e-01, eta: 1 day, 19:58:57, time: 0.656, data_time: 0.002, memory: 9444, top1_acc: 0.2615, top5_acc: 0.5033, loss_cls: 3.4500, loss: 3.4500, grad_norm: 1.0340 2020-07-23 09:42:26,945 - mmaction - INFO - Epoch [76][900/940] lr: 4.817e-01, eta: 1 day, 19:58:28, time: 0.728, data_time: 0.003, memory: 9444, top1_acc: 0.2865, top5_acc: 0.5293, loss_cls: 3.3563, loss: 3.3563, grad_norm: 1.0211 2020-07-23 09:42:40,611 - mmaction - INFO - Epoch [76][920/940] lr: 4.817e-01, eta: 1 day, 19:57:57, time: 0.683, data_time: 0.003, memory: 9444, top1_acc: 0.2721, top5_acc: 0.5205, loss_cls: 3.3708, loss: 3.3708, grad_norm: 1.0356 2020-07-23 09:42:52,920 - mmaction - INFO - Epoch [76][940/940] lr: 4.817e-01, eta: 1 day, 19:57:24, time: 0.617, data_time: 0.003, memory: 9444, top1_acc: 0.2829, top5_acc: 0.5215, loss_cls: 3.3631, loss: 3.3631, grad_norm: 1.0600 2020-07-23 09:43:00,436 - mmaction - INFO - Saving checkpoint at 76 epochs 2020-07-23 09:45:36,918 - mmaction - INFO - Epoch [77][20/940] lr: 4.787e-01, eta: 1 day, 20:02:30, time: 7.795, data_time: 6.065, memory: 9444, top1_acc: 0.2703, top5_acc: 0.5178, loss_cls: 3.3668, loss: 3.3668, grad_norm: 1.0489 2020-07-23 09:45:50,495 - mmaction - INFO - Epoch [77][40/940] lr: 4.787e-01, eta: 1 day, 20:01:59, time: 0.680, data_time: 0.004, memory: 9444, top1_acc: 0.2844, top5_acc: 0.5371, loss_cls: 3.3130, loss: 3.3130, grad_norm: 1.0422 2020-07-23 09:46:03,905 - mmaction - INFO - Epoch [77][60/940] lr: 4.787e-01, eta: 1 day, 20:01:27, time: 0.670, data_time: 0.002, memory: 9444, top1_acc: 0.2838, top5_acc: 0.5320, loss_cls: 3.3631, loss: 3.3631, grad_norm: 1.0452 2020-07-23 09:46:17,492 - mmaction - INFO - Epoch [77][80/940] lr: 4.787e-01, eta: 1 day, 20:00:56, time: 0.679, data_time: 0.002, memory: 9444, top1_acc: 0.2891, top5_acc: 0.5434, loss_cls: 3.3046, loss: 3.3046, grad_norm: 1.0733 2020-07-23 09:46:30,984 - mmaction - INFO - Epoch [77][100/940] lr: 4.787e-01, eta: 1 day, 20:00:25, time: 0.676, data_time: 0.003, memory: 9444, top1_acc: 0.2715, top5_acc: 0.5299, loss_cls: 3.3587, loss: 3.3587, grad_norm: 1.0357 2020-07-23 09:46:43,980 - mmaction - INFO - Epoch [77][120/940] lr: 4.787e-01, eta: 1 day, 19:59:53, time: 0.648, data_time: 0.002, memory: 9444, top1_acc: 0.2768, top5_acc: 0.5289, loss_cls: 3.3516, loss: 3.3516, grad_norm: 1.0479 2020-07-23 09:46:56,845 - mmaction - INFO - Epoch [77][140/940] lr: 4.787e-01, eta: 1 day, 19:59:20, time: 0.644, data_time: 0.003, memory: 9444, top1_acc: 0.2795, top5_acc: 0.5266, loss_cls: 3.3882, loss: 3.3882, grad_norm: 1.0491 2020-07-23 09:47:10,364 - mmaction - INFO - Epoch [77][160/940] lr: 4.787e-01, eta: 1 day, 19:58:49, time: 0.677, data_time: 0.002, memory: 9444, top1_acc: 0.2842, top5_acc: 0.5311, loss_cls: 3.3403, loss: 3.3403, grad_norm: 1.0448 2020-07-23 09:47:23,795 - mmaction - INFO - Epoch [77][180/940] lr: 4.787e-01, eta: 1 day, 19:58:18, time: 0.672, data_time: 0.002, memory: 9444, top1_acc: 0.2791, top5_acc: 0.5324, loss_cls: 3.3617, loss: 3.3617, grad_norm: 1.0367 2020-07-23 09:47:36,919 - mmaction - INFO - Epoch [77][200/940] lr: 4.787e-01, eta: 1 day, 19:57:46, time: 0.655, data_time: 0.008, memory: 9444, top1_acc: 0.2785, top5_acc: 0.5303, loss_cls: 3.3426, loss: 3.3426, grad_norm: 1.0444 2020-07-23 09:47:50,721 - mmaction - INFO - Epoch [77][220/940] lr: 4.787e-01, eta: 1 day, 19:57:16, time: 0.691, data_time: 0.003, memory: 9444, top1_acc: 0.2789, top5_acc: 0.5326, loss_cls: 3.3154, loss: 3.3154, grad_norm: 1.0344 2020-07-23 09:48:04,131 - mmaction - INFO - Epoch [77][240/940] lr: 4.787e-01, eta: 1 day, 19:56:44, time: 0.669, data_time: 0.002, memory: 9444, top1_acc: 0.2824, top5_acc: 0.5396, loss_cls: 3.3111, loss: 3.3111, grad_norm: 1.0397 2020-07-23 09:48:17,544 - mmaction - INFO - Epoch [77][260/940] lr: 4.787e-01, eta: 1 day, 19:56:13, time: 0.671, data_time: 0.003, memory: 9444, top1_acc: 0.2711, top5_acc: 0.5264, loss_cls: 3.4012, loss: 3.4012, grad_norm: 1.0539 2020-07-23 09:48:32,322 - mmaction - INFO - Epoch [77][280/940] lr: 4.787e-01, eta: 1 day, 19:55:45, time: 0.739, data_time: 0.003, memory: 9444, top1_acc: 0.2807, top5_acc: 0.5318, loss_cls: 3.3119, loss: 3.3119, grad_norm: 1.0405 2020-07-23 09:48:45,779 - mmaction - INFO - Epoch [77][300/940] lr: 4.787e-01, eta: 1 day, 19:55:14, time: 0.672, data_time: 0.003, memory: 9444, top1_acc: 0.2848, top5_acc: 0.5396, loss_cls: 3.3222, loss: 3.3222, grad_norm: 1.0596 2020-07-23 09:48:58,798 - mmaction - INFO - Epoch [77][320/940] lr: 4.787e-01, eta: 1 day, 19:54:42, time: 0.651, data_time: 0.003, memory: 9444, top1_acc: 0.2742, top5_acc: 0.5273, loss_cls: 3.3623, loss: 3.3623, grad_norm: 1.0605 2020-07-23 09:49:12,981 - mmaction - INFO - Epoch [77][340/940] lr: 4.787e-01, eta: 1 day, 19:54:13, time: 0.711, data_time: 0.007, memory: 9444, top1_acc: 0.2693, top5_acc: 0.5049, loss_cls: 3.4313, loss: 3.4313, grad_norm: 1.0422 2020-07-23 09:49:26,776 - mmaction - INFO - Epoch [77][360/940] lr: 4.787e-01, eta: 1 day, 19:53:42, time: 0.688, data_time: 0.001, memory: 9444, top1_acc: 0.2801, top5_acc: 0.5275, loss_cls: 3.3630, loss: 3.3630, grad_norm: 1.0517 2020-07-23 09:49:39,870 - mmaction - INFO - Epoch [77][380/940] lr: 4.787e-01, eta: 1 day, 19:53:10, time: 0.655, data_time: 0.003, memory: 9444, top1_acc: 0.2818, top5_acc: 0.5229, loss_cls: 3.3649, loss: 3.3649, grad_norm: 1.0436 2020-07-23 09:49:53,976 - mmaction - INFO - Epoch [77][400/940] lr: 4.787e-01, eta: 1 day, 19:52:41, time: 0.705, data_time: 0.003, memory: 9444, top1_acc: 0.2848, top5_acc: 0.5342, loss_cls: 3.3293, loss: 3.3293, grad_norm: 1.0389 2020-07-23 09:50:07,070 - mmaction - INFO - Epoch [77][420/940] lr: 4.787e-01, eta: 1 day, 19:52:09, time: 0.655, data_time: 0.003, memory: 9444, top1_acc: 0.2842, top5_acc: 0.5195, loss_cls: 3.3828, loss: 3.3828, grad_norm: 1.0264 2020-07-23 09:50:20,575 - mmaction - INFO - Epoch [77][440/940] lr: 4.787e-01, eta: 1 day, 19:51:38, time: 0.676, data_time: 0.002, memory: 9444, top1_acc: 0.2861, top5_acc: 0.5234, loss_cls: 3.3178, loss: 3.3178, grad_norm: 1.0667 2020-07-23 09:50:34,197 - mmaction - INFO - Epoch [77][460/940] lr: 4.787e-01, eta: 1 day, 19:51:07, time: 0.680, data_time: 0.002, memory: 9444, top1_acc: 0.2783, top5_acc: 0.5295, loss_cls: 3.3728, loss: 3.3728, grad_norm: 1.0556 2020-07-23 09:50:48,302 - mmaction - INFO - Epoch [77][480/940] lr: 4.787e-01, eta: 1 day, 19:50:38, time: 0.704, data_time: 0.002, memory: 9444, top1_acc: 0.2711, top5_acc: 0.5176, loss_cls: 3.4118, loss: 3.4118, grad_norm: 1.0302 2020-07-23 09:51:01,880 - mmaction - INFO - Epoch [77][500/940] lr: 4.787e-01, eta: 1 day, 19:50:07, time: 0.679, data_time: 0.003, memory: 9444, top1_acc: 0.2824, top5_acc: 0.5352, loss_cls: 3.3335, loss: 3.3335, grad_norm: 1.0401 2020-07-23 09:51:15,682 - mmaction - INFO - Epoch [77][520/940] lr: 4.787e-01, eta: 1 day, 19:49:37, time: 0.690, data_time: 0.003, memory: 9444, top1_acc: 0.2744, top5_acc: 0.5336, loss_cls: 3.3608, loss: 3.3608, grad_norm: 1.0605 2020-07-23 09:51:29,134 - mmaction - INFO - Epoch [77][540/940] lr: 4.787e-01, eta: 1 day, 19:49:06, time: 0.673, data_time: 0.003, memory: 9444, top1_acc: 0.2857, top5_acc: 0.5367, loss_cls: 3.3378, loss: 3.3378, grad_norm: 1.0281 2020-07-23 09:51:43,250 - mmaction - INFO - Epoch [77][560/940] lr: 4.787e-01, eta: 1 day, 19:48:36, time: 0.706, data_time: 0.003, memory: 9444, top1_acc: 0.2717, top5_acc: 0.5174, loss_cls: 3.3928, loss: 3.3928, grad_norm: 1.0392 2020-07-23 09:51:56,733 - mmaction - INFO - Epoch [77][580/940] lr: 4.787e-01, eta: 1 day, 19:48:05, time: 0.675, data_time: 0.003, memory: 9444, top1_acc: 0.2842, top5_acc: 0.5258, loss_cls: 3.3243, loss: 3.3243, grad_norm: 1.0306 2020-07-23 09:52:10,935 - mmaction - INFO - Epoch [77][600/940] lr: 4.787e-01, eta: 1 day, 19:47:36, time: 0.711, data_time: 0.003, memory: 9444, top1_acc: 0.2686, top5_acc: 0.5139, loss_cls: 3.4296, loss: 3.4296, grad_norm: 1.0566 2020-07-23 09:52:24,771 - mmaction - INFO - Epoch [77][620/940] lr: 4.787e-01, eta: 1 day, 19:47:06, time: 0.692, data_time: 0.002, memory: 9444, top1_acc: 0.2811, top5_acc: 0.5242, loss_cls: 3.3726, loss: 3.3726, grad_norm: 1.0140 2020-07-23 09:52:39,434 - mmaction - INFO - Epoch [77][640/940] lr: 4.787e-01, eta: 1 day, 19:46:38, time: 0.732, data_time: 0.001, memory: 9444, top1_acc: 0.2742, top5_acc: 0.5234, loss_cls: 3.3912, loss: 3.3912, grad_norm: 1.0466 2020-07-23 09:52:53,180 - mmaction - INFO - Epoch [77][660/940] lr: 4.787e-01, eta: 1 day, 19:46:08, time: 0.688, data_time: 0.003, memory: 9444, top1_acc: 0.2777, top5_acc: 0.5211, loss_cls: 3.4147, loss: 3.4147, grad_norm: 1.0425 2020-07-23 09:53:06,678 - mmaction - INFO - Epoch [77][680/940] lr: 4.787e-01, eta: 1 day, 19:45:37, time: 0.675, data_time: 0.002, memory: 9444, top1_acc: 0.2840, top5_acc: 0.5287, loss_cls: 3.3496, loss: 3.3496, grad_norm: 1.0134 2020-07-23 09:53:19,766 - mmaction - INFO - Epoch [77][700/940] lr: 4.787e-01, eta: 1 day, 19:45:05, time: 0.654, data_time: 0.002, memory: 9444, top1_acc: 0.2658, top5_acc: 0.5209, loss_cls: 3.3977, loss: 3.3977, grad_norm: 1.0593 2020-07-23 09:53:34,127 - mmaction - INFO - Epoch [77][720/940] lr: 4.787e-01, eta: 1 day, 19:44:36, time: 0.719, data_time: 0.002, memory: 9444, top1_acc: 0.2719, top5_acc: 0.5143, loss_cls: 3.4111, loss: 3.4111, grad_norm: 1.0193 2020-07-23 09:53:47,271 - mmaction - INFO - Epoch [77][740/940] lr: 4.787e-01, eta: 1 day, 19:44:05, time: 0.656, data_time: 0.002, memory: 9444, top1_acc: 0.2816, top5_acc: 0.5459, loss_cls: 3.3123, loss: 3.3123, grad_norm: 1.0243 2020-07-23 09:54:00,898 - mmaction - INFO - Epoch [77][760/940] lr: 4.787e-01, eta: 1 day, 19:43:34, time: 0.681, data_time: 0.002, memory: 9444, top1_acc: 0.2820, top5_acc: 0.5234, loss_cls: 3.3823, loss: 3.3823, grad_norm: 1.0347 2020-07-23 09:54:14,644 - mmaction - INFO - Epoch [77][780/940] lr: 4.787e-01, eta: 1 day, 19:43:04, time: 0.688, data_time: 0.002, memory: 9444, top1_acc: 0.2828, top5_acc: 0.5162, loss_cls: 3.3706, loss: 3.3706, grad_norm: 1.0388 2020-07-23 09:54:27,670 - mmaction - INFO - Epoch [77][800/940] lr: 4.787e-01, eta: 1 day, 19:42:32, time: 0.651, data_time: 0.002, memory: 9444, top1_acc: 0.2816, top5_acc: 0.5336, loss_cls: 3.3181, loss: 3.3181, grad_norm: 1.0304 2020-07-23 09:54:41,416 - mmaction - INFO - Epoch [77][820/940] lr: 4.787e-01, eta: 1 day, 19:42:02, time: 0.687, data_time: 0.001, memory: 9444, top1_acc: 0.2674, top5_acc: 0.5246, loss_cls: 3.3905, loss: 3.3905, grad_norm: 1.0492 2020-07-23 09:54:55,582 - mmaction - INFO - Epoch [77][840/940] lr: 4.787e-01, eta: 1 day, 19:41:32, time: 0.708, data_time: 0.002, memory: 9444, top1_acc: 0.2775, top5_acc: 0.5205, loss_cls: 3.3747, loss: 3.3747, grad_norm: 1.0309 2020-07-23 09:55:09,071 - mmaction - INFO - Epoch [77][860/940] lr: 4.787e-01, eta: 1 day, 19:41:02, time: 0.676, data_time: 0.003, memory: 9444, top1_acc: 0.2840, top5_acc: 0.5252, loss_cls: 3.3843, loss: 3.3843, grad_norm: 1.0531 2020-07-23 09:55:39,602 - mmaction - INFO - Epoch [77][880/940] lr: 4.787e-01, eta: 1 day, 19:41:10, time: 1.510, data_time: 0.172, memory: 9444, top1_acc: 0.2834, top5_acc: 0.5232, loss_cls: 3.3556, loss: 3.3556, grad_norm: 1.0233 2020-07-23 09:56:25,983 - mmaction - INFO - Epoch [77][900/940] lr: 4.787e-01, eta: 1 day, 19:41:56, time: 2.334, data_time: 0.047, memory: 9444, top1_acc: 0.2848, top5_acc: 0.5309, loss_cls: 3.3456, loss: 3.3456, grad_norm: 1.0381 2020-07-23 09:56:40,074 - mmaction - INFO - Epoch [77][920/940] lr: 4.787e-01, eta: 1 day, 19:41:27, time: 0.705, data_time: 0.003, memory: 9444, top1_acc: 0.2781, top5_acc: 0.5314, loss_cls: 3.3378, loss: 3.3378, grad_norm: 1.0462 2020-07-23 09:56:52,254 - mmaction - INFO - Epoch [77][940/940] lr: 4.787e-01, eta: 1 day, 19:40:53, time: 0.610, data_time: 0.003, memory: 9444, top1_acc: 0.2640, top5_acc: 0.5134, loss_cls: 3.4340, loss: 3.4340, grad_norm: 1.0625 2020-07-23 09:59:10,733 - mmaction - INFO - Epoch [78][20/940] lr: 4.757e-01, eta: 1 day, 19:45:05, time: 6.747, data_time: 5.492, memory: 9444, top1_acc: 0.2781, top5_acc: 0.5258, loss_cls: 3.3460, loss: 3.3460, grad_norm: 1.0704 2020-07-23 09:59:24,432 - mmaction - INFO - Epoch [78][40/940] lr: 4.757e-01, eta: 1 day, 19:44:34, time: 0.684, data_time: 0.004, memory: 9444, top1_acc: 0.2801, top5_acc: 0.5234, loss_cls: 3.3494, loss: 3.3494, grad_norm: 1.0474 2020-07-23 09:59:38,686 - mmaction - INFO - Epoch [78][60/940] lr: 4.757e-01, eta: 1 day, 19:44:05, time: 0.715, data_time: 0.005, memory: 9444, top1_acc: 0.2773, top5_acc: 0.5189, loss_cls: 3.3685, loss: 3.3685, grad_norm: 1.0581 2020-07-23 09:59:52,188 - mmaction - INFO - Epoch [78][80/940] lr: 4.757e-01, eta: 1 day, 19:43:34, time: 0.674, data_time: 0.001, memory: 9444, top1_acc: 0.2877, top5_acc: 0.5270, loss_cls: 3.3564, loss: 3.3564, grad_norm: 1.0390 2020-07-23 10:00:08,799 - mmaction - INFO - Epoch [78][100/940] lr: 4.757e-01, eta: 1 day, 19:43:10, time: 0.827, data_time: 0.004, memory: 9444, top1_acc: 0.2867, top5_acc: 0.5326, loss_cls: 3.3268, loss: 3.3268, grad_norm: 1.0582 2020-07-23 10:00:27,533 - mmaction - INFO - Epoch [78][120/940] lr: 4.757e-01, eta: 1 day, 19:42:52, time: 0.939, data_time: 0.023, memory: 9444, top1_acc: 0.2807, top5_acc: 0.5357, loss_cls: 3.3355, loss: 3.3355, grad_norm: 1.0586 2020-07-23 10:00:41,007 - mmaction - INFO - Epoch [78][140/940] lr: 4.757e-01, eta: 1 day, 19:42:21, time: 0.676, data_time: 0.010, memory: 9444, top1_acc: 0.2660, top5_acc: 0.5225, loss_cls: 3.4013, loss: 3.4013, grad_norm: 1.0630 2020-07-23 10:00:55,039 - mmaction - INFO - Epoch [78][160/940] lr: 4.757e-01, eta: 1 day, 19:41:51, time: 0.701, data_time: 0.003, memory: 9444, top1_acc: 0.2799, top5_acc: 0.5287, loss_cls: 3.3639, loss: 3.3639, grad_norm: 1.0563 2020-07-23 10:01:08,530 - mmaction - INFO - Epoch [78][180/940] lr: 4.757e-01, eta: 1 day, 19:41:21, time: 0.677, data_time: 0.004, memory: 9444, top1_acc: 0.2820, top5_acc: 0.5324, loss_cls: 3.3522, loss: 3.3522, grad_norm: 1.0555 2020-07-23 10:01:21,883 - mmaction - INFO - Epoch [78][200/940] lr: 4.757e-01, eta: 1 day, 19:40:50, time: 0.666, data_time: 0.001, memory: 9444, top1_acc: 0.2754, top5_acc: 0.5248, loss_cls: 3.3790, loss: 3.3790, grad_norm: 1.0646 2020-07-23 10:01:35,605 - mmaction - INFO - Epoch [78][220/940] lr: 4.757e-01, eta: 1 day, 19:40:19, time: 0.687, data_time: 0.003, memory: 9444, top1_acc: 0.2904, top5_acc: 0.5381, loss_cls: 3.3100, loss: 3.3100, grad_norm: 1.0396 2020-07-23 10:01:49,613 - mmaction - INFO - Epoch [78][240/940] lr: 4.757e-01, eta: 1 day, 19:39:50, time: 0.700, data_time: 0.003, memory: 9444, top1_acc: 0.2652, top5_acc: 0.5184, loss_cls: 3.4306, loss: 3.4306, grad_norm: 1.0588 2020-07-23 10:02:03,116 - mmaction - INFO - Epoch [78][260/940] lr: 4.757e-01, eta: 1 day, 19:39:19, time: 0.675, data_time: 0.003, memory: 9444, top1_acc: 0.2912, top5_acc: 0.5350, loss_cls: 3.3326, loss: 3.3326, grad_norm: 1.0330 2020-07-23 10:02:16,598 - mmaction - INFO - Epoch [78][280/940] lr: 4.757e-01, eta: 1 day, 19:38:48, time: 0.674, data_time: 0.003, memory: 9444, top1_acc: 0.2902, top5_acc: 0.5363, loss_cls: 3.3298, loss: 3.3298, grad_norm: 1.0479 2020-07-23 10:02:29,854 - mmaction - INFO - Epoch [78][300/940] lr: 4.757e-01, eta: 1 day, 19:38:17, time: 0.664, data_time: 0.004, memory: 9444, top1_acc: 0.2768, top5_acc: 0.5318, loss_cls: 3.3297, loss: 3.3297, grad_norm: 1.0470 2020-07-23 10:02:42,921 - mmaction - INFO - Epoch [78][320/940] lr: 4.757e-01, eta: 1 day, 19:37:45, time: 0.653, data_time: 0.002, memory: 9444, top1_acc: 0.2818, top5_acc: 0.5361, loss_cls: 3.3421, loss: 3.3421, grad_norm: 1.0247 2020-07-23 10:02:56,774 - mmaction - INFO - Epoch [78][340/940] lr: 4.757e-01, eta: 1 day, 19:37:15, time: 0.692, data_time: 0.003, memory: 9444, top1_acc: 0.2867, top5_acc: 0.5322, loss_cls: 3.3391, loss: 3.3391, grad_norm: 1.0416 2020-07-23 10:03:11,279 - mmaction - INFO - Epoch [78][360/940] lr: 4.757e-01, eta: 1 day, 19:36:47, time: 0.726, data_time: 0.003, memory: 9444, top1_acc: 0.2881, top5_acc: 0.5262, loss_cls: 3.3535, loss: 3.3535, grad_norm: 1.0380 2020-07-23 10:03:25,438 - mmaction - INFO - Epoch [78][380/940] lr: 4.757e-01, eta: 1 day, 19:36:18, time: 0.708, data_time: 0.004, memory: 9444, top1_acc: 0.2711, top5_acc: 0.5277, loss_cls: 3.4053, loss: 3.4053, grad_norm: 1.0528 2020-07-23 10:03:38,722 - mmaction - INFO - Epoch [78][400/940] lr: 4.757e-01, eta: 1 day, 19:35:46, time: 0.663, data_time: 0.002, memory: 9444, top1_acc: 0.2789, top5_acc: 0.5291, loss_cls: 3.3547, loss: 3.3547, grad_norm: 1.0501 2020-07-23 10:03:53,115 - mmaction - INFO - Epoch [78][420/940] lr: 4.757e-01, eta: 1 day, 19:35:18, time: 0.719, data_time: 0.003, memory: 9444, top1_acc: 0.2807, top5_acc: 0.5275, loss_cls: 3.3448, loss: 3.3448, grad_norm: 1.0353 2020-07-23 10:04:07,265 - mmaction - INFO - Epoch [78][440/940] lr: 4.757e-01, eta: 1 day, 19:34:49, time: 0.708, data_time: 0.002, memory: 9444, top1_acc: 0.2824, top5_acc: 0.5387, loss_cls: 3.3614, loss: 3.3614, grad_norm: 1.0530 2020-07-23 10:04:20,107 - mmaction - INFO - Epoch [78][460/940] lr: 4.757e-01, eta: 1 day, 19:34:16, time: 0.643, data_time: 0.002, memory: 9444, top1_acc: 0.2783, top5_acc: 0.5299, loss_cls: 3.3274, loss: 3.3274, grad_norm: 1.0427 2020-07-23 10:04:33,727 - mmaction - INFO - Epoch [78][480/940] lr: 4.757e-01, eta: 1 day, 19:33:46, time: 0.680, data_time: 0.001, memory: 9444, top1_acc: 0.2850, top5_acc: 0.5334, loss_cls: 3.3489, loss: 3.3489, grad_norm: 1.0447 2020-07-23 10:04:47,444 - mmaction - INFO - Epoch [78][500/940] lr: 4.757e-01, eta: 1 day, 19:33:16, time: 0.686, data_time: 0.003, memory: 9444, top1_acc: 0.2881, top5_acc: 0.5410, loss_cls: 3.3061, loss: 3.3061, grad_norm: 1.0436 2020-07-23 10:05:00,916 - mmaction - INFO - Epoch [78][520/940] lr: 4.757e-01, eta: 1 day, 19:32:45, time: 0.674, data_time: 0.002, memory: 9444, top1_acc: 0.2828, top5_acc: 0.5229, loss_cls: 3.3810, loss: 3.3810, grad_norm: 1.0581 2020-07-23 10:05:14,473 - mmaction - INFO - Epoch [78][540/940] lr: 4.757e-01, eta: 1 day, 19:32:15, time: 0.678, data_time: 0.002, memory: 9444, top1_acc: 0.2699, top5_acc: 0.5162, loss_cls: 3.4165, loss: 3.4165, grad_norm: 1.0398 2020-07-23 10:05:27,511 - mmaction - INFO - Epoch [78][560/940] lr: 4.757e-01, eta: 1 day, 19:31:43, time: 0.651, data_time: 0.002, memory: 9444, top1_acc: 0.2637, top5_acc: 0.5176, loss_cls: 3.4237, loss: 3.4237, grad_norm: 1.0446 2020-07-23 10:05:40,832 - mmaction - INFO - Epoch [78][580/940] lr: 4.757e-01, eta: 1 day, 19:31:12, time: 0.667, data_time: 0.003, memory: 9444, top1_acc: 0.2730, top5_acc: 0.5320, loss_cls: 3.3194, loss: 3.3194, grad_norm: 1.0527 2020-07-23 10:05:54,240 - mmaction - INFO - Epoch [78][600/940] lr: 4.757e-01, eta: 1 day, 19:30:41, time: 0.670, data_time: 0.001, memory: 9444, top1_acc: 0.2846, top5_acc: 0.5258, loss_cls: 3.3487, loss: 3.3487, grad_norm: 1.0365 2020-07-23 10:06:09,008 - mmaction - INFO - Epoch [78][620/940] lr: 4.757e-01, eta: 1 day, 19:30:13, time: 0.738, data_time: 0.002, memory: 9444, top1_acc: 0.2744, top5_acc: 0.5305, loss_cls: 3.3234, loss: 3.3234, grad_norm: 1.0473 2020-07-23 10:06:22,654 - mmaction - INFO - Epoch [78][640/940] lr: 4.757e-01, eta: 1 day, 19:29:43, time: 0.682, data_time: 0.003, memory: 9444, top1_acc: 0.2865, top5_acc: 0.5285, loss_cls: 3.3464, loss: 3.3464, grad_norm: 1.0531 2020-07-23 10:06:36,587 - mmaction - INFO - Epoch [78][660/940] lr: 4.757e-01, eta: 1 day, 19:29:14, time: 0.697, data_time: 0.021, memory: 9444, top1_acc: 0.2668, top5_acc: 0.5129, loss_cls: 3.4581, loss: 3.4581, grad_norm: 1.0638 2020-07-23 10:06:49,665 - mmaction - INFO - Epoch [78][680/940] lr: 4.757e-01, eta: 1 day, 19:28:42, time: 0.653, data_time: 0.003, memory: 9444, top1_acc: 0.2709, top5_acc: 0.5229, loss_cls: 3.3691, loss: 3.3691, grad_norm: 1.0349 2020-07-23 10:07:02,774 - mmaction - INFO - Epoch [78][700/940] lr: 4.757e-01, eta: 1 day, 19:28:11, time: 0.657, data_time: 0.003, memory: 9444, top1_acc: 0.2785, top5_acc: 0.5305, loss_cls: 3.3475, loss: 3.3475, grad_norm: 1.0499 2020-07-23 10:07:16,591 - mmaction - INFO - Epoch [78][720/940] lr: 4.757e-01, eta: 1 day, 19:27:41, time: 0.692, data_time: 0.003, memory: 9444, top1_acc: 0.2822, top5_acc: 0.5211, loss_cls: 3.4051, loss: 3.4051, grad_norm: 1.0522 2020-07-23 10:07:30,086 - mmaction - INFO - Epoch [78][740/940] lr: 4.757e-01, eta: 1 day, 19:27:10, time: 0.673, data_time: 0.001, memory: 9444, top1_acc: 0.2762, top5_acc: 0.5268, loss_cls: 3.3504, loss: 3.3504, grad_norm: 1.0351 2020-07-23 10:07:43,297 - mmaction - INFO - Epoch [78][760/940] lr: 4.757e-01, eta: 1 day, 19:26:39, time: 0.662, data_time: 0.003, memory: 9444, top1_acc: 0.2893, top5_acc: 0.5457, loss_cls: 3.3226, loss: 3.3226, grad_norm: 1.0435 2020-07-23 10:07:57,203 - mmaction - INFO - Epoch [78][780/940] lr: 4.757e-01, eta: 1 day, 19:26:09, time: 0.694, data_time: 0.002, memory: 9444, top1_acc: 0.2799, top5_acc: 0.5240, loss_cls: 3.3758, loss: 3.3758, grad_norm: 1.0346 2020-07-23 10:08:10,168 - mmaction - INFO - Epoch [78][800/940] lr: 4.757e-01, eta: 1 day, 19:25:38, time: 0.649, data_time: 0.002, memory: 9444, top1_acc: 0.2746, top5_acc: 0.5318, loss_cls: 3.3478, loss: 3.3478, grad_norm: 1.0602 2020-07-23 10:08:24,203 - mmaction - INFO - Epoch [78][820/940] lr: 4.757e-01, eta: 1 day, 19:25:08, time: 0.702, data_time: 0.002, memory: 9444, top1_acc: 0.2787, top5_acc: 0.5273, loss_cls: 3.3635, loss: 3.3635, grad_norm: 1.0663 2020-07-23 10:08:38,212 - mmaction - INFO - Epoch [78][840/940] lr: 4.757e-01, eta: 1 day, 19:24:39, time: 0.701, data_time: 0.003, memory: 9444, top1_acc: 0.2631, top5_acc: 0.5211, loss_cls: 3.4305, loss: 3.4305, grad_norm: 1.0537 2020-07-23 10:08:52,286 - mmaction - INFO - Epoch [78][860/940] lr: 4.757e-01, eta: 1 day, 19:24:10, time: 0.703, data_time: 0.003, memory: 9444, top1_acc: 0.2729, top5_acc: 0.5223, loss_cls: 3.3776, loss: 3.3776, grad_norm: 1.0435 2020-07-23 10:09:05,642 - mmaction - INFO - Epoch [78][880/940] lr: 4.757e-01, eta: 1 day, 19:23:39, time: 0.668, data_time: 0.003, memory: 9444, top1_acc: 0.2746, top5_acc: 0.5355, loss_cls: 3.3396, loss: 3.3396, grad_norm: 1.0435 2020-07-23 10:09:19,446 - mmaction - INFO - Epoch [78][900/940] lr: 4.757e-01, eta: 1 day, 19:23:09, time: 0.689, data_time: 0.002, memory: 9444, top1_acc: 0.2729, top5_acc: 0.5221, loss_cls: 3.3697, loss: 3.3697, grad_norm: 1.0383 2020-07-23 10:09:33,481 - mmaction - INFO - Epoch [78][920/940] lr: 4.757e-01, eta: 1 day, 19:22:40, time: 0.702, data_time: 0.004, memory: 9444, top1_acc: 0.2777, top5_acc: 0.5215, loss_cls: 3.3981, loss: 3.3981, grad_norm: 1.0412 2020-07-23 10:09:45,747 - mmaction - INFO - Epoch [78][940/940] lr: 4.757e-01, eta: 1 day, 19:22:07, time: 0.614, data_time: 0.003, memory: 9444, top1_acc: 0.2815, top5_acc: 0.5339, loss_cls: 3.3309, loss: 3.3309, grad_norm: 1.0531 2020-07-23 10:12:19,892 - mmaction - INFO - Epoch [79][20/940] lr: 4.727e-01, eta: 1 day, 19:26:41, time: 7.351, data_time: 6.070, memory: 9444, top1_acc: 0.2684, top5_acc: 0.5205, loss_cls: 3.4097, loss: 3.4097, grad_norm: 1.0526 2020-07-23 10:12:34,315 - mmaction - INFO - Epoch [79][40/940] lr: 4.727e-01, eta: 1 day, 19:26:12, time: 0.714, data_time: 0.004, memory: 9444, top1_acc: 0.2816, top5_acc: 0.5373, loss_cls: 3.3282, loss: 3.3282, grad_norm: 1.0507 2020-07-23 10:12:47,435 - mmaction - INFO - Epoch [79][60/940] lr: 4.727e-01, eta: 1 day, 19:25:41, time: 0.665, data_time: 0.012, memory: 9444, top1_acc: 0.2670, top5_acc: 0.5230, loss_cls: 3.4093, loss: 3.4093, grad_norm: 1.0574 2020-07-23 10:13:01,286 - mmaction - INFO - Epoch [79][80/940] lr: 4.727e-01, eta: 1 day, 19:25:12, time: 0.692, data_time: 0.002, memory: 9444, top1_acc: 0.2811, top5_acc: 0.5334, loss_cls: 3.3270, loss: 3.3270, grad_norm: 1.0574 2020-07-23 10:13:15,731 - mmaction - INFO - Epoch [79][100/940] lr: 4.727e-01, eta: 1 day, 19:24:43, time: 0.722, data_time: 0.002, memory: 9444, top1_acc: 0.2727, top5_acc: 0.5361, loss_cls: 3.3528, loss: 3.3528, grad_norm: 1.0515 2020-07-23 10:13:28,784 - mmaction - INFO - Epoch [79][120/940] lr: 4.727e-01, eta: 1 day, 19:24:12, time: 0.652, data_time: 0.002, memory: 9444, top1_acc: 0.2906, top5_acc: 0.5303, loss_cls: 3.3281, loss: 3.3281, grad_norm: 1.0458 2020-07-23 10:13:42,518 - mmaction - INFO - Epoch [79][140/940] lr: 4.727e-01, eta: 1 day, 19:23:42, time: 0.687, data_time: 0.002, memory: 9444, top1_acc: 0.2873, top5_acc: 0.5344, loss_cls: 3.3295, loss: 3.3295, grad_norm: 1.0570 2020-07-23 10:13:55,913 - mmaction - INFO - Epoch [79][160/940] lr: 4.727e-01, eta: 1 day, 19:23:11, time: 0.671, data_time: 0.002, memory: 9444, top1_acc: 0.2820, top5_acc: 0.5369, loss_cls: 3.3292, loss: 3.3292, grad_norm: 1.0395 2020-07-23 10:14:10,167 - mmaction - INFO - Epoch [79][180/940] lr: 4.727e-01, eta: 1 day, 19:22:42, time: 0.712, data_time: 0.001, memory: 9444, top1_acc: 0.2951, top5_acc: 0.5340, loss_cls: 3.2882, loss: 3.2882, grad_norm: 1.0497 2020-07-23 10:14:23,387 - mmaction - INFO - Epoch [79][200/940] lr: 4.727e-01, eta: 1 day, 19:22:11, time: 0.661, data_time: 0.002, memory: 9444, top1_acc: 0.2812, top5_acc: 0.5357, loss_cls: 3.3165, loss: 3.3165, grad_norm: 1.0451 2020-07-23 10:14:36,910 - mmaction - INFO - Epoch [79][220/940] lr: 4.727e-01, eta: 1 day, 19:21:41, time: 0.676, data_time: 0.002, memory: 9444, top1_acc: 0.2818, top5_acc: 0.5395, loss_cls: 3.3445, loss: 3.3445, grad_norm: 1.0429 2020-07-23 10:14:50,547 - mmaction - INFO - Epoch [79][240/940] lr: 4.727e-01, eta: 1 day, 19:21:10, time: 0.682, data_time: 0.002, memory: 9444, top1_acc: 0.2918, top5_acc: 0.5393, loss_cls: 3.3253, loss: 3.3253, grad_norm: 1.0462 2020-07-23 10:15:04,130 - mmaction - INFO - Epoch [79][260/940] lr: 4.727e-01, eta: 1 day, 19:20:40, time: 0.678, data_time: 0.002, memory: 9444, top1_acc: 0.2883, top5_acc: 0.5326, loss_cls: 3.3185, loss: 3.3185, grad_norm: 1.0535 2020-07-23 10:15:17,235 - mmaction - INFO - Epoch [79][280/940] lr: 4.727e-01, eta: 1 day, 19:20:09, time: 0.656, data_time: 0.004, memory: 9444, top1_acc: 0.2770, top5_acc: 0.5254, loss_cls: 3.3479, loss: 3.3479, grad_norm: 1.0423 2020-07-23 10:15:30,820 - mmaction - INFO - Epoch [79][300/940] lr: 4.727e-01, eta: 1 day, 19:19:39, time: 0.680, data_time: 0.002, memory: 9444, top1_acc: 0.2914, top5_acc: 0.5414, loss_cls: 3.2968, loss: 3.2968, grad_norm: 1.0419 2020-07-23 10:15:44,423 - mmaction - INFO - Epoch [79][320/940] lr: 4.727e-01, eta: 1 day, 19:19:08, time: 0.678, data_time: 0.001, memory: 9444, top1_acc: 0.2896, top5_acc: 0.5389, loss_cls: 3.3263, loss: 3.3263, grad_norm: 1.0558 2020-07-23 10:15:57,990 - mmaction - INFO - Epoch [79][340/940] lr: 4.727e-01, eta: 1 day, 19:18:38, time: 0.681, data_time: 0.004, memory: 9444, top1_acc: 0.2787, top5_acc: 0.5260, loss_cls: 3.4056, loss: 3.4056, grad_norm: 1.0610 2020-07-23 10:16:11,433 - mmaction - INFO - Epoch [79][360/940] lr: 4.727e-01, eta: 1 day, 19:18:08, time: 0.671, data_time: 0.001, memory: 9444, top1_acc: 0.2881, top5_acc: 0.5355, loss_cls: 3.3208, loss: 3.3208, grad_norm: 1.0610 2020-07-23 10:16:24,898 - mmaction - INFO - Epoch [79][380/940] lr: 4.727e-01, eta: 1 day, 19:17:37, time: 0.673, data_time: 0.003, memory: 9444, top1_acc: 0.2801, top5_acc: 0.5330, loss_cls: 3.3029, loss: 3.3029, grad_norm: 1.0624 2020-07-23 10:16:37,973 - mmaction - INFO - Epoch [79][400/940] lr: 4.727e-01, eta: 1 day, 19:17:06, time: 0.656, data_time: 0.003, memory: 9444, top1_acc: 0.2900, top5_acc: 0.5391, loss_cls: 3.3262, loss: 3.3262, grad_norm: 1.0589 2020-07-23 10:16:52,142 - mmaction - INFO - Epoch [79][420/940] lr: 4.727e-01, eta: 1 day, 19:16:37, time: 0.707, data_time: 0.005, memory: 9444, top1_acc: 0.2812, top5_acc: 0.5270, loss_cls: 3.3869, loss: 3.3869, grad_norm: 1.0786 2020-07-23 10:17:05,640 - mmaction - INFO - Epoch [79][440/940] lr: 4.727e-01, eta: 1 day, 19:16:07, time: 0.674, data_time: 0.002, memory: 9444, top1_acc: 0.2758, top5_acc: 0.5271, loss_cls: 3.3821, loss: 3.3821, grad_norm: 1.0449 2020-07-23 10:17:19,239 - mmaction - INFO - Epoch [79][460/940] lr: 4.727e-01, eta: 1 day, 19:15:36, time: 0.680, data_time: 0.003, memory: 9444, top1_acc: 0.2777, top5_acc: 0.5248, loss_cls: 3.3889, loss: 3.3889, grad_norm: 1.0404 2020-07-23 10:17:32,910 - mmaction - INFO - Epoch [79][480/940] lr: 4.727e-01, eta: 1 day, 19:15:07, time: 0.684, data_time: 0.003, memory: 9444, top1_acc: 0.2824, top5_acc: 0.5277, loss_cls: 3.3602, loss: 3.3602, grad_norm: 1.0295 2020-07-23 10:17:46,443 - mmaction - INFO - Epoch [79][500/940] lr: 4.727e-01, eta: 1 day, 19:14:36, time: 0.677, data_time: 0.002, memory: 9444, top1_acc: 0.2863, top5_acc: 0.5365, loss_cls: 3.3261, loss: 3.3261, grad_norm: 1.0615 2020-07-23 10:18:00,180 - mmaction - INFO - Epoch [79][520/940] lr: 4.727e-01, eta: 1 day, 19:14:07, time: 0.687, data_time: 0.016, memory: 9444, top1_acc: 0.2896, top5_acc: 0.5258, loss_cls: 3.3479, loss: 3.3479, grad_norm: 1.0558 2020-07-23 10:18:14,409 - mmaction - INFO - Epoch [79][540/940] lr: 4.727e-01, eta: 1 day, 19:13:38, time: 0.711, data_time: 0.001, memory: 9444, top1_acc: 0.2744, top5_acc: 0.5322, loss_cls: 3.3575, loss: 3.3575, grad_norm: 1.0595 2020-07-23 10:18:28,410 - mmaction - INFO - Epoch [79][560/940] lr: 4.727e-01, eta: 1 day, 19:13:09, time: 0.699, data_time: 0.002, memory: 9444, top1_acc: 0.2811, top5_acc: 0.5254, loss_cls: 3.3642, loss: 3.3642, grad_norm: 1.0548 2020-07-23 10:18:41,420 - mmaction - INFO - Epoch [79][580/940] lr: 4.727e-01, eta: 1 day, 19:12:37, time: 0.651, data_time: 0.003, memory: 9444, top1_acc: 0.2809, top5_acc: 0.5377, loss_cls: 3.3493, loss: 3.3493, grad_norm: 1.0515 2020-07-23 10:18:55,476 - mmaction - INFO - Epoch [79][600/940] lr: 4.727e-01, eta: 1 day, 19:12:08, time: 0.703, data_time: 0.015, memory: 9444, top1_acc: 0.2877, top5_acc: 0.5383, loss_cls: 3.3083, loss: 3.3083, grad_norm: 1.0540 2020-07-23 10:19:08,721 - mmaction - INFO - Epoch [79][620/940] lr: 4.727e-01, eta: 1 day, 19:11:37, time: 0.661, data_time: 0.002, memory: 9444, top1_acc: 0.2803, top5_acc: 0.5229, loss_cls: 3.3543, loss: 3.3543, grad_norm: 1.0503 2020-07-23 10:19:22,172 - mmaction - INFO - Epoch [79][640/940] lr: 4.727e-01, eta: 1 day, 19:11:07, time: 0.672, data_time: 0.003, memory: 9444, top1_acc: 0.2803, top5_acc: 0.5328, loss_cls: 3.3588, loss: 3.3588, grad_norm: 1.0783 2020-07-23 10:19:35,742 - mmaction - INFO - Epoch [79][660/940] lr: 4.727e-01, eta: 1 day, 19:10:37, time: 0.680, data_time: 0.003, memory: 9444, top1_acc: 0.2687, top5_acc: 0.5275, loss_cls: 3.4065, loss: 3.4065, grad_norm: 1.0437 2020-07-23 10:19:49,635 - mmaction - INFO - Epoch [79][680/940] lr: 4.727e-01, eta: 1 day, 19:10:07, time: 0.694, data_time: 0.003, memory: 9444, top1_acc: 0.2783, top5_acc: 0.5379, loss_cls: 3.3346, loss: 3.3346, grad_norm: 1.0395 2020-07-23 10:20:02,547 - mmaction - INFO - Epoch [79][700/940] lr: 4.727e-01, eta: 1 day, 19:09:36, time: 0.644, data_time: 0.002, memory: 9444, top1_acc: 0.2811, top5_acc: 0.5293, loss_cls: 3.3588, loss: 3.3588, grad_norm: 1.0539 2020-07-23 10:20:16,720 - mmaction - INFO - Epoch [79][720/940] lr: 4.727e-01, eta: 1 day, 19:09:07, time: 0.711, data_time: 0.003, memory: 9444, top1_acc: 0.2807, top5_acc: 0.5338, loss_cls: 3.3707, loss: 3.3707, grad_norm: 1.0434 2020-07-23 10:20:30,373 - mmaction - INFO - Epoch [79][740/940] lr: 4.727e-01, eta: 1 day, 19:08:37, time: 0.682, data_time: 0.002, memory: 9444, top1_acc: 0.2846, top5_acc: 0.5234, loss_cls: 3.3639, loss: 3.3639, grad_norm: 1.0398 2020-07-23 10:20:43,317 - mmaction - INFO - Epoch [79][760/940] lr: 4.727e-01, eta: 1 day, 19:08:06, time: 0.648, data_time: 0.002, memory: 9444, top1_acc: 0.2801, top5_acc: 0.5252, loss_cls: 3.3523, loss: 3.3523, grad_norm: 1.0492 2020-07-23 10:20:57,071 - mmaction - INFO - Epoch [79][780/940] lr: 4.727e-01, eta: 1 day, 19:07:36, time: 0.687, data_time: 0.017, memory: 9444, top1_acc: 0.2781, top5_acc: 0.5338, loss_cls: 3.3431, loss: 3.3431, grad_norm: 1.0324 2020-07-23 10:21:10,195 - mmaction - INFO - Epoch [79][800/940] lr: 4.727e-01, eta: 1 day, 19:07:05, time: 0.656, data_time: 0.004, memory: 9444, top1_acc: 0.2768, top5_acc: 0.5316, loss_cls: 3.3276, loss: 3.3276, grad_norm: 1.0471 2020-07-23 10:21:24,696 - mmaction - INFO - Epoch [79][820/940] lr: 4.727e-01, eta: 1 day, 19:06:37, time: 0.725, data_time: 0.003, memory: 9444, top1_acc: 0.2723, top5_acc: 0.5250, loss_cls: 3.4106, loss: 3.4106, grad_norm: 1.0642 2020-07-23 10:21:37,574 - mmaction - INFO - Epoch [79][840/940] lr: 4.727e-01, eta: 1 day, 19:06:06, time: 0.645, data_time: 0.003, memory: 9444, top1_acc: 0.2822, top5_acc: 0.5316, loss_cls: 3.3558, loss: 3.3558, grad_norm: 1.0441 2020-07-23 10:21:51,414 - mmaction - INFO - Epoch [79][860/940] lr: 4.727e-01, eta: 1 day, 19:05:36, time: 0.692, data_time: 0.002, memory: 9444, top1_acc: 0.2738, top5_acc: 0.5170, loss_cls: 3.3789, loss: 3.3789, grad_norm: 1.0577 2020-07-23 10:22:04,495 - mmaction - INFO - Epoch [79][880/940] lr: 4.727e-01, eta: 1 day, 19:05:05, time: 0.654, data_time: 0.002, memory: 9444, top1_acc: 0.2805, top5_acc: 0.5320, loss_cls: 3.3554, loss: 3.3554, grad_norm: 1.0449 2020-07-23 10:22:18,023 - mmaction - INFO - Epoch [79][900/940] lr: 4.727e-01, eta: 1 day, 19:04:35, time: 0.675, data_time: 0.002, memory: 9444, top1_acc: 0.2801, top5_acc: 0.5264, loss_cls: 3.3545, loss: 3.3545, grad_norm: 1.0533 2020-07-23 10:22:31,706 - mmaction - INFO - Epoch [79][920/940] lr: 4.727e-01, eta: 1 day, 19:04:05, time: 0.684, data_time: 0.004, memory: 9444, top1_acc: 0.2828, top5_acc: 0.5297, loss_cls: 3.3546, loss: 3.3546, grad_norm: 1.0520 2020-07-23 10:22:44,477 - mmaction - INFO - Epoch [79][940/940] lr: 4.727e-01, eta: 1 day, 19:03:33, time: 0.640, data_time: 0.003, memory: 9444, top1_acc: 0.2744, top5_acc: 0.5296, loss_cls: 3.3628, loss: 3.3628, grad_norm: 1.0604 2020-07-23 10:25:27,298 - mmaction - INFO - Epoch [80][20/940] lr: 4.697e-01, eta: 1 day, 19:08:25, time: 7.863, data_time: 6.019, memory: 9444, top1_acc: 0.2832, top5_acc: 0.5352, loss_cls: 3.3302, loss: 3.3302, grad_norm: 1.0377 2020-07-23 10:25:40,868 - mmaction - INFO - Epoch [80][40/940] lr: 4.697e-01, eta: 1 day, 19:07:55, time: 0.681, data_time: 0.014, memory: 9444, top1_acc: 0.2891, top5_acc: 0.5342, loss_cls: 3.3362, loss: 3.3362, grad_norm: 1.0450 2020-07-23 10:25:55,134 - mmaction - INFO - Epoch [80][60/940] lr: 4.697e-01, eta: 1 day, 19:07:27, time: 0.714, data_time: 0.003, memory: 9444, top1_acc: 0.2846, top5_acc: 0.5389, loss_cls: 3.3222, loss: 3.3222, grad_norm: 1.0440 2020-07-23 10:26:08,694 - mmaction - INFO - Epoch [80][80/940] lr: 4.697e-01, eta: 1 day, 19:06:57, time: 0.678, data_time: 0.003, memory: 9444, top1_acc: 0.2818, top5_acc: 0.5283, loss_cls: 3.3286, loss: 3.3286, grad_norm: 1.0668 2020-07-23 10:26:22,262 - mmaction - INFO - Epoch [80][100/940] lr: 4.697e-01, eta: 1 day, 19:06:27, time: 0.679, data_time: 0.002, memory: 9444, top1_acc: 0.2814, top5_acc: 0.5289, loss_cls: 3.3483, loss: 3.3483, grad_norm: 1.0677 2020-07-23 10:26:35,823 - mmaction - INFO - Epoch [80][120/940] lr: 4.697e-01, eta: 1 day, 19:05:57, time: 0.677, data_time: 0.001, memory: 9444, top1_acc: 0.2773, top5_acc: 0.5381, loss_cls: 3.3422, loss: 3.3422, grad_norm: 1.0416 2020-07-23 10:26:49,841 - mmaction - INFO - Epoch [80][140/940] lr: 4.697e-01, eta: 1 day, 19:05:28, time: 0.701, data_time: 0.002, memory: 9444, top1_acc: 0.2818, top5_acc: 0.5256, loss_cls: 3.3651, loss: 3.3651, grad_norm: 1.0614 2020-07-23 10:27:03,206 - mmaction - INFO - Epoch [80][160/940] lr: 4.697e-01, eta: 1 day, 19:04:57, time: 0.668, data_time: 0.003, memory: 9444, top1_acc: 0.2801, top5_acc: 0.5281, loss_cls: 3.3435, loss: 3.3435, grad_norm: 1.0572 2020-07-23 10:27:16,923 - mmaction - INFO - Epoch [80][180/940] lr: 4.697e-01, eta: 1 day, 19:04:27, time: 0.687, data_time: 0.003, memory: 9444, top1_acc: 0.2826, top5_acc: 0.5377, loss_cls: 3.3431, loss: 3.3431, grad_norm: 1.0281 2020-07-23 10:27:29,877 - mmaction - INFO - Epoch [80][200/940] lr: 4.697e-01, eta: 1 day, 19:03:56, time: 0.648, data_time: 0.001, memory: 9444, top1_acc: 0.2863, top5_acc: 0.5309, loss_cls: 3.3265, loss: 3.3265, grad_norm: 1.0512 2020-07-23 10:27:43,534 - mmaction - INFO - Epoch [80][220/940] lr: 4.697e-01, eta: 1 day, 19:03:26, time: 0.682, data_time: 0.002, memory: 9444, top1_acc: 0.2838, top5_acc: 0.5361, loss_cls: 3.3110, loss: 3.3110, grad_norm: 1.0722 2020-07-23 10:27:57,229 - mmaction - INFO - Epoch [80][240/940] lr: 4.697e-01, eta: 1 day, 19:02:56, time: 0.686, data_time: 0.003, memory: 9444, top1_acc: 0.2740, top5_acc: 0.5168, loss_cls: 3.3812, loss: 3.3812, grad_norm: 1.0491 2020-07-23 10:28:10,213 - mmaction - INFO - Epoch [80][260/940] lr: 4.697e-01, eta: 1 day, 19:02:25, time: 0.649, data_time: 0.003, memory: 9444, top1_acc: 0.2768, top5_acc: 0.5244, loss_cls: 3.3759, loss: 3.3759, grad_norm: 1.0320 2020-07-23 10:28:23,886 - mmaction - INFO - Epoch [80][280/940] lr: 4.697e-01, eta: 1 day, 19:01:55, time: 0.682, data_time: 0.002, memory: 9444, top1_acc: 0.2750, top5_acc: 0.5363, loss_cls: 3.3189, loss: 3.3189, grad_norm: 1.0578 2020-07-23 10:28:36,824 - mmaction - INFO - Epoch [80][300/940] lr: 4.697e-01, eta: 1 day, 19:01:24, time: 0.648, data_time: 0.004, memory: 9444, top1_acc: 0.2834, top5_acc: 0.5301, loss_cls: 3.3876, loss: 3.3876, grad_norm: 1.0682 2020-07-23 10:28:50,262 - mmaction - INFO - Epoch [80][320/940] lr: 4.697e-01, eta: 1 day, 19:00:54, time: 0.672, data_time: 0.002, memory: 9444, top1_acc: 0.2771, top5_acc: 0.5371, loss_cls: 3.3280, loss: 3.3280, grad_norm: 1.0673 2020-07-23 10:29:04,005 - mmaction - INFO - Epoch [80][340/940] lr: 4.697e-01, eta: 1 day, 19:00:24, time: 0.687, data_time: 0.002, memory: 9444, top1_acc: 0.2879, top5_acc: 0.5430, loss_cls: 3.2868, loss: 3.2868, grad_norm: 1.0446 2020-07-23 10:29:16,970 - mmaction - INFO - Epoch [80][360/940] lr: 4.697e-01, eta: 1 day, 18:59:53, time: 0.648, data_time: 0.002, memory: 9444, top1_acc: 0.2918, top5_acc: 0.5430, loss_cls: 3.3117, loss: 3.3117, grad_norm: 1.0586 2020-07-23 10:29:30,531 - mmaction - INFO - Epoch [80][380/940] lr: 4.697e-01, eta: 1 day, 18:59:23, time: 0.678, data_time: 0.002, memory: 9444, top1_acc: 0.2826, top5_acc: 0.5303, loss_cls: 3.3735, loss: 3.3735, grad_norm: 1.0675 2020-07-23 10:29:44,270 - mmaction - INFO - Epoch [80][400/940] lr: 4.697e-01, eta: 1 day, 18:58:53, time: 0.687, data_time: 0.004, memory: 9444, top1_acc: 0.2740, top5_acc: 0.5275, loss_cls: 3.3417, loss: 3.3417, grad_norm: 1.0542 2020-07-23 10:29:57,858 - mmaction - INFO - Epoch [80][420/940] lr: 4.697e-01, eta: 1 day, 18:58:23, time: 0.680, data_time: 0.003, memory: 9444, top1_acc: 0.2770, top5_acc: 0.5193, loss_cls: 3.3680, loss: 3.3680, grad_norm: 1.0844 2020-07-23 10:30:10,701 - mmaction - INFO - Epoch [80][440/940] lr: 4.697e-01, eta: 1 day, 18:57:52, time: 0.642, data_time: 0.001, memory: 9444, top1_acc: 0.2732, top5_acc: 0.5209, loss_cls: 3.3615, loss: 3.3615, grad_norm: 1.0314 2020-07-23 10:30:24,308 - mmaction - INFO - Epoch [80][460/940] lr: 4.697e-01, eta: 1 day, 18:57:22, time: 0.680, data_time: 0.002, memory: 9444, top1_acc: 0.2742, top5_acc: 0.5273, loss_cls: 3.3757, loss: 3.3757, grad_norm: 1.0651 2020-07-23 10:30:38,443 - mmaction - INFO - Epoch [80][480/940] lr: 4.697e-01, eta: 1 day, 18:56:53, time: 0.707, data_time: 0.002, memory: 9444, top1_acc: 0.2701, top5_acc: 0.5287, loss_cls: 3.3688, loss: 3.3688, grad_norm: 1.0438 2020-07-23 10:30:51,937 - mmaction - INFO - Epoch [80][500/940] lr: 4.697e-01, eta: 1 day, 18:56:23, time: 0.675, data_time: 0.002, memory: 9444, top1_acc: 0.2709, top5_acc: 0.5209, loss_cls: 3.3858, loss: 3.3858, grad_norm: 1.0513 2020-07-23 10:31:05,459 - mmaction - INFO - Epoch [80][520/940] lr: 4.697e-01, eta: 1 day, 18:55:53, time: 0.675, data_time: 0.002, memory: 9444, top1_acc: 0.2760, top5_acc: 0.5209, loss_cls: 3.4128, loss: 3.4128, grad_norm: 1.0496 2020-07-23 10:31:18,867 - mmaction - INFO - Epoch [80][540/940] lr: 4.697e-01, eta: 1 day, 18:55:23, time: 0.670, data_time: 0.003, memory: 9444, top1_acc: 0.2768, top5_acc: 0.5283, loss_cls: 3.3726, loss: 3.3726, grad_norm: 1.0631 2020-07-23 10:31:32,312 - mmaction - INFO - Epoch [80][560/940] lr: 4.697e-01, eta: 1 day, 18:54:53, time: 0.672, data_time: 0.002, memory: 9444, top1_acc: 0.2781, top5_acc: 0.5242, loss_cls: 3.3736, loss: 3.3736, grad_norm: 1.0542 2020-07-23 10:31:45,210 - mmaction - INFO - Epoch [80][580/940] lr: 4.697e-01, eta: 1 day, 18:54:22, time: 0.645, data_time: 0.003, memory: 9444, top1_acc: 0.2908, top5_acc: 0.5410, loss_cls: 3.3086, loss: 3.3086, grad_norm: 1.0430 2020-07-23 10:31:58,853 - mmaction - INFO - Epoch [80][600/940] lr: 4.697e-01, eta: 1 day, 18:53:52, time: 0.683, data_time: 0.003, memory: 9444, top1_acc: 0.2756, top5_acc: 0.5221, loss_cls: 3.3957, loss: 3.3957, grad_norm: 1.0860 2020-07-23 10:32:11,874 - mmaction - INFO - Epoch [80][620/940] lr: 4.697e-01, eta: 1 day, 18:53:21, time: 0.650, data_time: 0.001, memory: 9444, top1_acc: 0.2879, top5_acc: 0.5223, loss_cls: 3.3773, loss: 3.3773, grad_norm: 1.0337 2020-07-23 10:32:25,685 - mmaction - INFO - Epoch [80][640/940] lr: 4.697e-01, eta: 1 day, 18:52:52, time: 0.692, data_time: 0.002, memory: 9444, top1_acc: 0.2994, top5_acc: 0.5363, loss_cls: 3.3329, loss: 3.3329, grad_norm: 1.0297 2020-07-23 10:32:39,352 - mmaction - INFO - Epoch [80][660/940] lr: 4.697e-01, eta: 1 day, 18:52:22, time: 0.683, data_time: 0.002, memory: 9444, top1_acc: 0.2914, top5_acc: 0.5373, loss_cls: 3.3245, loss: 3.3245, grad_norm: 1.0385 2020-07-23 10:32:53,425 - mmaction - INFO - Epoch [80][680/940] lr: 4.697e-01, eta: 1 day, 18:51:53, time: 0.704, data_time: 0.003, memory: 9444, top1_acc: 0.2850, top5_acc: 0.5391, loss_cls: 3.3129, loss: 3.3129, grad_norm: 1.0578 2020-07-23 10:33:06,598 - mmaction - INFO - Epoch [80][700/940] lr: 4.697e-01, eta: 1 day, 18:51:23, time: 0.658, data_time: 0.002, memory: 9444, top1_acc: 0.2900, top5_acc: 0.5340, loss_cls: 3.2924, loss: 3.2924, grad_norm: 1.0504 2020-07-23 10:33:20,826 - mmaction - INFO - Epoch [80][720/940] lr: 4.697e-01, eta: 1 day, 18:50:54, time: 0.712, data_time: 0.002, memory: 9444, top1_acc: 0.2877, top5_acc: 0.5387, loss_cls: 3.3268, loss: 3.3268, grad_norm: 1.0311 2020-07-23 10:33:34,677 - mmaction - INFO - Epoch [80][740/940] lr: 4.697e-01, eta: 1 day, 18:50:25, time: 0.692, data_time: 0.002, memory: 9444, top1_acc: 0.2781, top5_acc: 0.5301, loss_cls: 3.3465, loss: 3.3465, grad_norm: 1.0633 2020-07-23 10:35:12,247 - mmaction - INFO - Epoch [80][760/940] lr: 4.697e-01, eta: 1 day, 18:53:01, time: 4.878, data_time: 0.003, memory: 9444, top1_acc: 0.2781, top5_acc: 0.5277, loss_cls: 3.3654, loss: 3.3654, grad_norm: 1.0384 2020-07-23 10:35:25,802 - mmaction - INFO - Epoch [80][780/940] lr: 4.697e-01, eta: 1 day, 18:52:31, time: 0.678, data_time: 0.003, memory: 9444, top1_acc: 0.2842, top5_acc: 0.5314, loss_cls: 3.3454, loss: 3.3454, grad_norm: 1.0479 2020-07-23 10:35:39,409 - mmaction - INFO - Epoch [80][800/940] lr: 4.697e-01, eta: 1 day, 18:52:01, time: 0.681, data_time: 0.002, memory: 9444, top1_acc: 0.2803, top5_acc: 0.5223, loss_cls: 3.3647, loss: 3.3647, grad_norm: 1.0171 2020-07-23 10:35:52,737 - mmaction - INFO - Epoch [80][820/940] lr: 4.697e-01, eta: 1 day, 18:51:31, time: 0.666, data_time: 0.002, memory: 9444, top1_acc: 0.2787, top5_acc: 0.5412, loss_cls: 3.3375, loss: 3.3375, grad_norm: 1.0428 2020-07-23 10:36:06,434 - mmaction - INFO - Epoch [80][840/940] lr: 4.697e-01, eta: 1 day, 18:51:01, time: 0.684, data_time: 0.003, memory: 9444, top1_acc: 0.2873, top5_acc: 0.5289, loss_cls: 3.3468, loss: 3.3468, grad_norm: 1.0434 2020-07-23 10:36:20,549 - mmaction - INFO - Epoch [80][860/940] lr: 4.697e-01, eta: 1 day, 18:50:33, time: 0.707, data_time: 0.003, memory: 9444, top1_acc: 0.2766, top5_acc: 0.5326, loss_cls: 3.3427, loss: 3.3427, grad_norm: 1.0649 2020-07-23 10:36:33,484 - mmaction - INFO - Epoch [80][880/940] lr: 4.697e-01, eta: 1 day, 18:50:02, time: 0.648, data_time: 0.002, memory: 9444, top1_acc: 0.2824, top5_acc: 0.5309, loss_cls: 3.3523, loss: 3.3523, grad_norm: 1.0398 2020-07-23 10:36:47,530 - mmaction - INFO - Epoch [80][900/940] lr: 4.697e-01, eta: 1 day, 18:49:33, time: 0.702, data_time: 0.001, memory: 9444, top1_acc: 0.2789, top5_acc: 0.5205, loss_cls: 3.3864, loss: 3.3864, grad_norm: 1.0538 2020-07-23 10:37:01,124 - mmaction - INFO - Epoch [80][920/940] lr: 4.697e-01, eta: 1 day, 18:49:03, time: 0.678, data_time: 0.001, memory: 9444, top1_acc: 0.2732, top5_acc: 0.5264, loss_cls: 3.3758, loss: 3.3758, grad_norm: 1.0501 2020-07-23 10:37:13,362 - mmaction - INFO - Epoch [80][940/940] lr: 4.697e-01, eta: 1 day, 18:48:30, time: 0.613, data_time: 0.003, memory: 9444, top1_acc: 0.2768, top5_acc: 0.5276, loss_cls: 3.3862, loss: 3.3862, grad_norm: 1.0668 2020-07-23 10:37:19,578 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-07-23 10:40:11,438 - mmaction - INFO - Epoch [81][20/940] lr: 4.667e-01, eta: 1 day, 18:53:48, time: 8.566, data_time: 7.774, memory: 9444, top1_acc: 0.2896, top5_acc: 0.5437, loss_cls: 3.3274, loss: 3.3274, grad_norm: 1.0562 2020-07-23 10:40:26,307 - mmaction - INFO - Epoch [81][40/940] lr: 4.667e-01, eta: 1 day, 18:53:21, time: 0.744, data_time: 0.003, memory: 9444, top1_acc: 0.2852, top5_acc: 0.5354, loss_cls: 3.3123, loss: 3.3123, grad_norm: 1.0505 2020-07-23 10:40:40,403 - mmaction - INFO - Epoch [81][60/940] lr: 4.667e-01, eta: 1 day, 18:52:52, time: 0.705, data_time: 0.002, memory: 9444, top1_acc: 0.2885, top5_acc: 0.5324, loss_cls: 3.3259, loss: 3.3259, grad_norm: 1.1010 2020-07-23 10:40:54,104 - mmaction - INFO - Epoch [81][80/940] lr: 4.667e-01, eta: 1 day, 18:52:22, time: 0.685, data_time: 0.002, memory: 9444, top1_acc: 0.2855, top5_acc: 0.5307, loss_cls: 3.3479, loss: 3.3479, grad_norm: 1.0592 2020-07-23 10:41:07,154 - mmaction - INFO - Epoch [81][100/940] lr: 4.667e-01, eta: 1 day, 18:51:51, time: 0.652, data_time: 0.001, memory: 9444, top1_acc: 0.2723, top5_acc: 0.5268, loss_cls: 3.3781, loss: 3.3781, grad_norm: 1.0237 2020-07-23 10:41:20,575 - mmaction - INFO - Epoch [81][120/940] lr: 4.667e-01, eta: 1 day, 18:51:21, time: 0.671, data_time: 0.002, memory: 9444, top1_acc: 0.2963, top5_acc: 0.5465, loss_cls: 3.2627, loss: 3.2627, grad_norm: 1.0477 2020-07-23 10:41:33,653 - mmaction - INFO - Epoch [81][140/940] lr: 4.667e-01, eta: 1 day, 18:50:50, time: 0.655, data_time: 0.003, memory: 9444, top1_acc: 0.2943, top5_acc: 0.5463, loss_cls: 3.2657, loss: 3.2657, grad_norm: 1.0530 2020-07-23 10:41:47,142 - mmaction - INFO - Epoch [81][160/940] lr: 4.667e-01, eta: 1 day, 18:50:20, time: 0.675, data_time: 0.002, memory: 9444, top1_acc: 0.2846, top5_acc: 0.5281, loss_cls: 3.3398, loss: 3.3398, grad_norm: 1.0720 2020-07-23 10:42:00,389 - mmaction - INFO - Epoch [81][180/940] lr: 4.667e-01, eta: 1 day, 18:49:50, time: 0.660, data_time: 0.002, memory: 9444, top1_acc: 0.2789, top5_acc: 0.5393, loss_cls: 3.3070, loss: 3.3070, grad_norm: 1.0724 2020-07-23 10:42:14,446 - mmaction - INFO - Epoch [81][200/940] lr: 4.667e-01, eta: 1 day, 18:49:20, time: 0.689, data_time: 0.004, memory: 9444, top1_acc: 0.2758, top5_acc: 0.5361, loss_cls: 3.3402, loss: 3.3402, grad_norm: 1.0517 2020-07-23 10:42:30,647 - mmaction - INFO - Epoch [81][220/940] lr: 4.667e-01, eta: 1 day, 18:48:57, time: 0.825, data_time: 0.017, memory: 9444, top1_acc: 0.2848, top5_acc: 0.5277, loss_cls: 3.3555, loss: 3.3555, grad_norm: 1.0512 2020-07-23 10:42:44,329 - mmaction - INFO - Epoch [81][240/940] lr: 4.667e-01, eta: 1 day, 18:48:27, time: 0.685, data_time: 0.002, memory: 9444, top1_acc: 0.2840, top5_acc: 0.5268, loss_cls: 3.3681, loss: 3.3681, grad_norm: 1.0448 2020-07-23 10:42:57,386 - mmaction - INFO - Epoch [81][260/940] lr: 4.667e-01, eta: 1 day, 18:47:56, time: 0.653, data_time: 0.002, memory: 9444, top1_acc: 0.2889, top5_acc: 0.5533, loss_cls: 3.2707, loss: 3.2707, grad_norm: 1.0463 2020-07-23 10:43:11,581 - mmaction - INFO - Epoch [81][280/940] lr: 4.667e-01, eta: 1 day, 18:47:28, time: 0.709, data_time: 0.002, memory: 9444, top1_acc: 0.2836, top5_acc: 0.5340, loss_cls: 3.3302, loss: 3.3302, grad_norm: 1.0561 2020-07-23 10:43:25,737 - mmaction - INFO - Epoch [81][300/940] lr: 4.667e-01, eta: 1 day, 18:46:59, time: 0.708, data_time: 0.003, memory: 9444, top1_acc: 0.2820, top5_acc: 0.5238, loss_cls: 3.3935, loss: 3.3935, grad_norm: 1.0618 2020-07-23 10:43:38,837 - mmaction - INFO - Epoch [81][320/940] lr: 4.667e-01, eta: 1 day, 18:46:29, time: 0.656, data_time: 0.003, memory: 9444, top1_acc: 0.2838, top5_acc: 0.5264, loss_cls: 3.3447, loss: 3.3447, grad_norm: 1.0621 2020-07-23 10:43:53,035 - mmaction - INFO - Epoch [81][340/940] lr: 4.667e-01, eta: 1 day, 18:46:00, time: 0.709, data_time: 0.001, memory: 9444, top1_acc: 0.2881, top5_acc: 0.5445, loss_cls: 3.2991, loss: 3.2991, grad_norm: 1.0763 2020-07-23 10:44:06,499 - mmaction - INFO - Epoch [81][360/940] lr: 4.667e-01, eta: 1 day, 18:45:30, time: 0.669, data_time: 0.002, memory: 9444, top1_acc: 0.2922, top5_acc: 0.5393, loss_cls: 3.2918, loss: 3.2918, grad_norm: 1.0372 2020-07-23 10:44:20,116 - mmaction - INFO - Epoch [81][380/940] lr: 4.667e-01, eta: 1 day, 18:45:01, time: 0.685, data_time: 0.006, memory: 9444, top1_acc: 0.2844, top5_acc: 0.5365, loss_cls: 3.3528, loss: 3.3528, grad_norm: 1.0621 2020-07-23 10:44:33,658 - mmaction - INFO - Epoch [81][400/940] lr: 4.667e-01, eta: 1 day, 18:44:31, time: 0.678, data_time: 0.002, memory: 9444, top1_acc: 0.2891, top5_acc: 0.5322, loss_cls: 3.3583, loss: 3.3583, grad_norm: 1.0694 2020-07-23 10:44:46,996 - mmaction - INFO - Epoch [81][420/940] lr: 4.667e-01, eta: 1 day, 18:44:01, time: 0.668, data_time: 0.002, memory: 9444, top1_acc: 0.2857, top5_acc: 0.5311, loss_cls: 3.3246, loss: 3.3246, grad_norm: 1.0646 2020-07-23 10:45:01,326 - mmaction - INFO - Epoch [81][440/940] lr: 4.667e-01, eta: 1 day, 18:43:33, time: 0.717, data_time: 0.001, memory: 9444, top1_acc: 0.2732, top5_acc: 0.5244, loss_cls: 3.3863, loss: 3.3863, grad_norm: 1.0648 2020-07-23 10:45:14,629 - mmaction - INFO - Epoch [81][460/940] lr: 4.667e-01, eta: 1 day, 18:43:02, time: 0.663, data_time: 0.002, memory: 9444, top1_acc: 0.2879, top5_acc: 0.5312, loss_cls: 3.3271, loss: 3.3271, grad_norm: 1.0579 2020-07-23 10:45:28,119 - mmaction - INFO - Epoch [81][480/940] lr: 4.667e-01, eta: 1 day, 18:42:32, time: 0.675, data_time: 0.004, memory: 9444, top1_acc: 0.2811, top5_acc: 0.5350, loss_cls: 3.3398, loss: 3.3398, grad_norm: 1.0662 2020-07-23 10:45:42,315 - mmaction - INFO - Epoch [81][500/940] lr: 4.667e-01, eta: 1 day, 18:42:04, time: 0.709, data_time: 0.002, memory: 9444, top1_acc: 0.2725, top5_acc: 0.5195, loss_cls: 3.3728, loss: 3.3728, grad_norm: 1.0415 2020-07-23 10:45:55,845 - mmaction - INFO - Epoch [81][520/940] lr: 4.667e-01, eta: 1 day, 18:41:34, time: 0.677, data_time: 0.004, memory: 9444, top1_acc: 0.2807, top5_acc: 0.5264, loss_cls: 3.3390, loss: 3.3390, grad_norm: 1.0551 2020-07-23 10:46:08,770 - mmaction - INFO - Epoch [81][540/940] lr: 4.667e-01, eta: 1 day, 18:41:03, time: 0.647, data_time: 0.003, memory: 9444, top1_acc: 0.2783, top5_acc: 0.5180, loss_cls: 3.3722, loss: 3.3722, grad_norm: 1.0654 2020-07-23 10:46:23,404 - mmaction - INFO - Epoch [81][560/940] lr: 4.667e-01, eta: 1 day, 18:40:36, time: 0.732, data_time: 0.002, memory: 9444, top1_acc: 0.2854, top5_acc: 0.5375, loss_cls: 3.3290, loss: 3.3290, grad_norm: 1.0608 2020-07-23 10:46:36,991 - mmaction - INFO - Epoch [81][580/940] lr: 4.667e-01, eta: 1 day, 18:40:06, time: 0.680, data_time: 0.002, memory: 9444, top1_acc: 0.2822, top5_acc: 0.5311, loss_cls: 3.3537, loss: 3.3537, grad_norm: 1.0506 2020-07-23 10:46:50,551 - mmaction - INFO - Epoch [81][600/940] lr: 4.667e-01, eta: 1 day, 18:39:37, time: 0.677, data_time: 0.002, memory: 9444, top1_acc: 0.2799, top5_acc: 0.5316, loss_cls: 3.3426, loss: 3.3426, grad_norm: 1.0517 2020-07-23 10:47:04,536 - mmaction - INFO - Epoch [81][620/940] lr: 4.667e-01, eta: 1 day, 18:39:08, time: 0.699, data_time: 0.002, memory: 9444, top1_acc: 0.2789, top5_acc: 0.5238, loss_cls: 3.3789, loss: 3.3789, grad_norm: 1.0681 2020-07-23 10:47:18,080 - mmaction - INFO - Epoch [81][640/940] lr: 4.667e-01, eta: 1 day, 18:38:38, time: 0.677, data_time: 0.002, memory: 9444, top1_acc: 0.2660, top5_acc: 0.5336, loss_cls: 3.3712, loss: 3.3712, grad_norm: 1.0689 2020-07-23 10:47:31,974 - mmaction - INFO - Epoch [81][660/940] lr: 4.667e-01, eta: 1 day, 18:38:09, time: 0.695, data_time: 0.002, memory: 9444, top1_acc: 0.2791, top5_acc: 0.5301, loss_cls: 3.3789, loss: 3.3789, grad_norm: 1.0597 2020-07-23 10:47:45,482 - mmaction - INFO - Epoch [81][680/940] lr: 4.667e-01, eta: 1 day, 18:37:39, time: 0.676, data_time: 0.003, memory: 9444, top1_acc: 0.2650, top5_acc: 0.5188, loss_cls: 3.4188, loss: 3.4188, grad_norm: 1.0696 2020-07-23 10:47:59,415 - mmaction - INFO - Epoch [81][700/940] lr: 4.667e-01, eta: 1 day, 18:37:11, time: 0.696, data_time: 0.002, memory: 9444, top1_acc: 0.2709, top5_acc: 0.5143, loss_cls: 3.4129, loss: 3.4129, grad_norm: 1.0386 2020-07-23 10:48:13,257 - mmaction - INFO - Epoch [81][720/940] lr: 4.667e-01, eta: 1 day, 18:36:42, time: 0.693, data_time: 0.003, memory: 9444, top1_acc: 0.2727, top5_acc: 0.5336, loss_cls: 3.3621, loss: 3.3621, grad_norm: 1.0527 2020-07-23 10:48:27,217 - mmaction - INFO - Epoch [81][740/940] lr: 4.667e-01, eta: 1 day, 18:36:13, time: 0.698, data_time: 0.002, memory: 9444, top1_acc: 0.2887, top5_acc: 0.5256, loss_cls: 3.3093, loss: 3.3093, grad_norm: 1.0507 2020-07-23 10:48:40,703 - mmaction - INFO - Epoch [81][760/940] lr: 4.667e-01, eta: 1 day, 18:35:43, time: 0.674, data_time: 0.003, memory: 9444, top1_acc: 0.2771, top5_acc: 0.5309, loss_cls: 3.3723, loss: 3.3723, grad_norm: 1.0707 2020-07-23 10:48:54,312 - mmaction - INFO - Epoch [81][780/940] lr: 4.667e-01, eta: 1 day, 18:35:14, time: 0.681, data_time: 0.004, memory: 9444, top1_acc: 0.2783, top5_acc: 0.5312, loss_cls: 3.3671, loss: 3.3671, grad_norm: 1.0323 2020-07-23 10:49:07,533 - mmaction - INFO - Epoch [81][800/940] lr: 4.667e-01, eta: 1 day, 18:34:43, time: 0.662, data_time: 0.002, memory: 9444, top1_acc: 0.2809, top5_acc: 0.5318, loss_cls: 3.3309, loss: 3.3309, grad_norm: 1.0623 2020-07-23 10:49:22,816 - mmaction - INFO - Epoch [81][820/940] lr: 4.667e-01, eta: 1 day, 18:34:17, time: 0.763, data_time: 0.003, memory: 9444, top1_acc: 0.2910, top5_acc: 0.5328, loss_cls: 3.3079, loss: 3.3079, grad_norm: 1.0271 2020-07-23 10:49:37,043 - mmaction - INFO - Epoch [81][840/940] lr: 4.667e-01, eta: 1 day, 18:33:49, time: 0.712, data_time: 0.004, memory: 9444, top1_acc: 0.2904, top5_acc: 0.5309, loss_cls: 3.3228, loss: 3.3228, grad_norm: 1.0609 2020-07-23 10:49:50,533 - mmaction - INFO - Epoch [81][860/940] lr: 4.667e-01, eta: 1 day, 18:33:20, time: 0.674, data_time: 0.003, memory: 9444, top1_acc: 0.2746, top5_acc: 0.5316, loss_cls: 3.3583, loss: 3.3583, grad_norm: 1.0400 2020-07-23 10:50:04,056 - mmaction - INFO - Epoch [81][880/940] lr: 4.667e-01, eta: 1 day, 18:32:50, time: 0.677, data_time: 0.003, memory: 9444, top1_acc: 0.2967, top5_acc: 0.5393, loss_cls: 3.2951, loss: 3.2951, grad_norm: 1.0537 2020-07-23 10:50:17,636 - mmaction - INFO - Epoch [81][900/940] lr: 4.667e-01, eta: 1 day, 18:32:20, time: 0.678, data_time: 0.002, memory: 9444, top1_acc: 0.2812, top5_acc: 0.5322, loss_cls: 3.3518, loss: 3.3518, grad_norm: 1.0493 2020-07-23 10:50:31,105 - mmaction - INFO - Epoch [81][920/940] lr: 4.667e-01, eta: 1 day, 18:31:51, time: 0.673, data_time: 0.002, memory: 9444, top1_acc: 0.2832, top5_acc: 0.5320, loss_cls: 3.3247, loss: 3.3247, grad_norm: 1.0529 2020-07-23 10:50:43,440 - mmaction - INFO - Epoch [81][940/940] lr: 4.667e-01, eta: 1 day, 18:31:19, time: 0.618, data_time: 0.002, memory: 9444, top1_acc: 0.2847, top5_acc: 0.5284, loss_cls: 3.3498, loss: 3.3498, grad_norm: 1.0548 2020-07-23 10:53:38,396 - mmaction - INFO - Epoch [82][20/940] lr: 4.636e-01, eta: 1 day, 18:36:20, time: 8.346, data_time: 6.136, memory: 9444, top1_acc: 0.2758, top5_acc: 0.5355, loss_cls: 3.3387, loss: 3.3387, grad_norm: 1.0746 2020-07-23 10:53:51,890 - mmaction - INFO - Epoch [82][40/940] lr: 4.636e-01, eta: 1 day, 18:35:51, time: 0.679, data_time: 0.005, memory: 9444, top1_acc: 0.2910, top5_acc: 0.5416, loss_cls: 3.3026, loss: 3.3026, grad_norm: 1.0491 2020-07-23 10:54:05,361 - mmaction - INFO - Epoch [82][60/940] lr: 4.636e-01, eta: 1 day, 18:35:21, time: 0.672, data_time: 0.001, memory: 9444, top1_acc: 0.2795, top5_acc: 0.5363, loss_cls: 3.2972, loss: 3.2972, grad_norm: 1.0713 2020-07-23 10:54:19,379 - mmaction - INFO - Epoch [82][80/940] lr: 4.636e-01, eta: 1 day, 18:34:52, time: 0.702, data_time: 0.003, memory: 9444, top1_acc: 0.2848, top5_acc: 0.5387, loss_cls: 3.2905, loss: 3.2905, grad_norm: 1.0481 2020-07-23 10:54:32,807 - mmaction - INFO - Epoch [82][100/940] lr: 4.636e-01, eta: 1 day, 18:34:22, time: 0.671, data_time: 0.001, memory: 9444, top1_acc: 0.2896, top5_acc: 0.5385, loss_cls: 3.3032, loss: 3.3032, grad_norm: 1.0520 2020-07-23 10:54:46,981 - mmaction - INFO - Epoch [82][120/940] lr: 4.636e-01, eta: 1 day, 18:33:54, time: 0.708, data_time: 0.003, memory: 9444, top1_acc: 0.2803, top5_acc: 0.5350, loss_cls: 3.3287, loss: 3.3287, grad_norm: 1.0843 2020-07-23 10:54:59,906 - mmaction - INFO - Epoch [82][140/940] lr: 4.636e-01, eta: 1 day, 18:33:23, time: 0.648, data_time: 0.003, memory: 9444, top1_acc: 0.2848, top5_acc: 0.5305, loss_cls: 3.3519, loss: 3.3519, grad_norm: 1.0479 2020-07-23 10:55:13,746 - mmaction - INFO - Epoch [82][160/940] lr: 4.636e-01, eta: 1 day, 18:32:54, time: 0.691, data_time: 0.002, memory: 9444, top1_acc: 0.2893, top5_acc: 0.5389, loss_cls: 3.3111, loss: 3.3111, grad_norm: 1.0495 2020-07-23 10:55:26,920 - mmaction - INFO - Epoch [82][180/940] lr: 4.636e-01, eta: 1 day, 18:32:24, time: 0.659, data_time: 0.003, memory: 9444, top1_acc: 0.2896, top5_acc: 0.5408, loss_cls: 3.3249, loss: 3.3249, grad_norm: 1.0598 2020-07-23 10:55:40,542 - mmaction - INFO - Epoch [82][200/940] lr: 4.636e-01, eta: 1 day, 18:31:54, time: 0.681, data_time: 0.003, memory: 9444, top1_acc: 0.2896, top5_acc: 0.5451, loss_cls: 3.2890, loss: 3.2890, grad_norm: 1.0414 2020-07-23 10:55:54,398 - mmaction - INFO - Epoch [82][220/940] lr: 4.636e-01, eta: 1 day, 18:31:25, time: 0.692, data_time: 0.002, memory: 9444, top1_acc: 0.2934, top5_acc: 0.5275, loss_cls: 3.3475, loss: 3.3475, grad_norm: 1.0366 2020-07-23 10:56:07,843 - mmaction - INFO - Epoch [82][240/940] lr: 4.636e-01, eta: 1 day, 18:30:55, time: 0.673, data_time: 0.002, memory: 9444, top1_acc: 0.2912, top5_acc: 0.5428, loss_cls: 3.2941, loss: 3.2941, grad_norm: 1.0579 2020-07-23 10:56:21,543 - mmaction - INFO - Epoch [82][260/940] lr: 4.636e-01, eta: 1 day, 18:30:26, time: 0.685, data_time: 0.002, memory: 9444, top1_acc: 0.2914, top5_acc: 0.5395, loss_cls: 3.2908, loss: 3.2908, grad_norm: 1.0563 2020-07-23 10:56:34,954 - mmaction - INFO - Epoch [82][280/940] lr: 4.636e-01, eta: 1 day, 18:29:56, time: 0.671, data_time: 0.002, memory: 9444, top1_acc: 0.2809, top5_acc: 0.5312, loss_cls: 3.3419, loss: 3.3419, grad_norm: 1.0694 2020-07-23 10:56:48,614 - mmaction - INFO - Epoch [82][300/940] lr: 4.636e-01, eta: 1 day, 18:29:27, time: 0.683, data_time: 0.002, memory: 9444, top1_acc: 0.2855, top5_acc: 0.5316, loss_cls: 3.3307, loss: 3.3307, grad_norm: 1.0545 2020-07-23 10:57:01,767 - mmaction - INFO - Epoch [82][320/940] lr: 4.636e-01, eta: 1 day, 18:28:57, time: 0.657, data_time: 0.002, memory: 9444, top1_acc: 0.2967, top5_acc: 0.5437, loss_cls: 3.3067, loss: 3.3067, grad_norm: 1.0594 2020-07-23 10:57:15,895 - mmaction - INFO - Epoch [82][340/940] lr: 4.636e-01, eta: 1 day, 18:28:28, time: 0.701, data_time: 0.002, memory: 9444, top1_acc: 0.2811, top5_acc: 0.5311, loss_cls: 3.3329, loss: 3.3329, grad_norm: 1.0503 2020-07-23 10:57:30,030 - mmaction - INFO - Epoch [82][360/940] lr: 4.636e-01, eta: 1 day, 18:28:00, time: 0.711, data_time: 0.010, memory: 9444, top1_acc: 0.2848, top5_acc: 0.5316, loss_cls: 3.3361, loss: 3.3361, grad_norm: 1.0642 2020-07-23 10:57:43,541 - mmaction - INFO - Epoch [82][380/940] lr: 4.636e-01, eta: 1 day, 18:27:30, time: 0.677, data_time: 0.002, memory: 9444, top1_acc: 0.2814, top5_acc: 0.5264, loss_cls: 3.3394, loss: 3.3394, grad_norm: 1.0493 2020-07-23 10:57:57,353 - mmaction - INFO - Epoch [82][400/940] lr: 4.636e-01, eta: 1 day, 18:27:01, time: 0.690, data_time: 0.002, memory: 9444, top1_acc: 0.2898, top5_acc: 0.5396, loss_cls: 3.3260, loss: 3.3260, grad_norm: 1.0496 2020-07-23 10:58:10,901 - mmaction - INFO - Epoch [82][420/940] lr: 4.636e-01, eta: 1 day, 18:26:32, time: 0.677, data_time: 0.002, memory: 9444, top1_acc: 0.2801, top5_acc: 0.5344, loss_cls: 3.3420, loss: 3.3420, grad_norm: 1.0562 2020-07-23 10:58:24,529 - mmaction - INFO - Epoch [82][440/940] lr: 4.636e-01, eta: 1 day, 18:26:03, time: 0.682, data_time: 0.002, memory: 9444, top1_acc: 0.2881, top5_acc: 0.5354, loss_cls: 3.2956, loss: 3.2956, grad_norm: 1.0600 2020-07-23 10:58:38,216 - mmaction - INFO - Epoch [82][460/940] lr: 4.636e-01, eta: 1 day, 18:25:33, time: 0.684, data_time: 0.002, memory: 9444, top1_acc: 0.2764, top5_acc: 0.5248, loss_cls: 3.3770, loss: 3.3770, grad_norm: 1.0737 2020-07-23 10:58:51,243 - mmaction - INFO - Epoch [82][480/940] lr: 4.636e-01, eta: 1 day, 18:25:03, time: 0.652, data_time: 0.003, memory: 9444, top1_acc: 0.2809, top5_acc: 0.5320, loss_cls: 3.3455, loss: 3.3455, grad_norm: 1.0656 2020-07-23 10:59:05,519 - mmaction - INFO - Epoch [82][500/940] lr: 4.636e-01, eta: 1 day, 18:24:35, time: 0.714, data_time: 0.002, memory: 9444, top1_acc: 0.2789, top5_acc: 0.5281, loss_cls: 3.3556, loss: 3.3556, grad_norm: 1.0541 2020-07-23 10:59:18,918 - mmaction - INFO - Epoch [82][520/940] lr: 4.636e-01, eta: 1 day, 18:24:05, time: 0.670, data_time: 0.002, memory: 9444, top1_acc: 0.2703, top5_acc: 0.5168, loss_cls: 3.4003, loss: 3.4003, grad_norm: 1.0427 2020-07-23 10:59:32,119 - mmaction - INFO - Epoch [82][540/940] lr: 4.636e-01, eta: 1 day, 18:23:35, time: 0.660, data_time: 0.002, memory: 9444, top1_acc: 0.2809, top5_acc: 0.5410, loss_cls: 3.3409, loss: 3.3409, grad_norm: 1.0463 2020-07-23 10:59:45,619 - mmaction - INFO - Epoch [82][560/940] lr: 4.636e-01, eta: 1 day, 18:23:05, time: 0.673, data_time: 0.002, memory: 9444, top1_acc: 0.2760, top5_acc: 0.5287, loss_cls: 3.3354, loss: 3.3354, grad_norm: 1.0616 2020-07-23 10:59:58,490 - mmaction - INFO - Epoch [82][580/940] lr: 4.636e-01, eta: 1 day, 18:22:35, time: 0.645, data_time: 0.003, memory: 9444, top1_acc: 0.2896, top5_acc: 0.5297, loss_cls: 3.3315, loss: 3.3315, grad_norm: 1.0732 2020-07-23 11:00:19,571 - mmaction - INFO - Epoch [82][600/940] lr: 4.636e-01, eta: 1 day, 18:22:21, time: 1.050, data_time: 0.008, memory: 9444, top1_acc: 0.2684, top5_acc: 0.5209, loss_cls: 3.4126, loss: 3.4126, grad_norm: 1.0550 2020-07-23 11:00:32,921 - mmaction - INFO - Epoch [82][620/940] lr: 4.636e-01, eta: 1 day, 18:21:51, time: 0.671, data_time: 0.013, memory: 9444, top1_acc: 0.2795, top5_acc: 0.5281, loss_cls: 3.3461, loss: 3.3461, grad_norm: 1.0424 2020-07-23 11:00:46,949 - mmaction - INFO - Epoch [82][640/940] lr: 4.636e-01, eta: 1 day, 18:21:23, time: 0.701, data_time: 0.002, memory: 9444, top1_acc: 0.2898, top5_acc: 0.5486, loss_cls: 3.2604, loss: 3.2604, grad_norm: 1.0685 2020-07-23 11:01:00,660 - mmaction - INFO - Epoch [82][660/940] lr: 4.636e-01, eta: 1 day, 18:20:54, time: 0.686, data_time: 0.002, memory: 9444, top1_acc: 0.2736, top5_acc: 0.5156, loss_cls: 3.4044, loss: 3.4044, grad_norm: 1.0829 2020-07-23 11:01:14,152 - mmaction - INFO - Epoch [82][680/940] lr: 4.636e-01, eta: 1 day, 18:20:24, time: 0.675, data_time: 0.002, memory: 9444, top1_acc: 0.2807, top5_acc: 0.5305, loss_cls: 3.3357, loss: 3.3357, grad_norm: 1.0594 2020-07-23 11:01:27,854 - mmaction - INFO - Epoch [82][700/940] lr: 4.636e-01, eta: 1 day, 18:19:55, time: 0.685, data_time: 0.002, memory: 9444, top1_acc: 0.2787, top5_acc: 0.5361, loss_cls: 3.3756, loss: 3.3756, grad_norm: 1.0660 2020-07-23 11:01:41,458 - mmaction - INFO - Epoch [82][720/940] lr: 4.636e-01, eta: 1 day, 18:19:26, time: 0.680, data_time: 0.002, memory: 9444, top1_acc: 0.2922, top5_acc: 0.5412, loss_cls: 3.3190, loss: 3.3190, grad_norm: 1.0696 2020-07-23 11:01:54,654 - mmaction - INFO - Epoch [82][740/940] lr: 4.636e-01, eta: 1 day, 18:18:56, time: 0.660, data_time: 0.003, memory: 9444, top1_acc: 0.2709, top5_acc: 0.5262, loss_cls: 3.3761, loss: 3.3761, grad_norm: 1.0770 2020-07-23 11:02:08,249 - mmaction - INFO - Epoch [82][760/940] lr: 4.636e-01, eta: 1 day, 18:18:27, time: 0.679, data_time: 0.002, memory: 9444, top1_acc: 0.2777, top5_acc: 0.5279, loss_cls: 3.3569, loss: 3.3569, grad_norm: 1.0469 2020-07-23 11:02:21,179 - mmaction - INFO - Epoch [82][780/940] lr: 4.636e-01, eta: 1 day, 18:17:56, time: 0.647, data_time: 0.003, memory: 9444, top1_acc: 0.2729, top5_acc: 0.5166, loss_cls: 3.3902, loss: 3.3902, grad_norm: 1.0756 2020-07-23 11:02:35,534 - mmaction - INFO - Epoch [82][800/940] lr: 4.636e-01, eta: 1 day, 18:17:28, time: 0.717, data_time: 0.002, memory: 9444, top1_acc: 0.2807, top5_acc: 0.5340, loss_cls: 3.3290, loss: 3.3290, grad_norm: 1.0578 2020-07-23 11:02:49,048 - mmaction - INFO - Epoch [82][820/940] lr: 4.636e-01, eta: 1 day, 18:16:59, time: 0.675, data_time: 0.002, memory: 9444, top1_acc: 0.2820, top5_acc: 0.5367, loss_cls: 3.3122, loss: 3.3122, grad_norm: 1.0407 2020-07-23 11:03:02,028 - mmaction - INFO - Epoch [82][840/940] lr: 4.636e-01, eta: 1 day, 18:16:28, time: 0.649, data_time: 0.003, memory: 9444, top1_acc: 0.2713, top5_acc: 0.5115, loss_cls: 3.4305, loss: 3.4305, grad_norm: 1.0620 2020-07-23 11:03:15,660 - mmaction - INFO - Epoch [82][860/940] lr: 4.636e-01, eta: 1 day, 18:15:59, time: 0.682, data_time: 0.003, memory: 9444, top1_acc: 0.2869, top5_acc: 0.5357, loss_cls: 3.3351, loss: 3.3351, grad_norm: 1.0346 2020-07-23 11:03:29,284 - mmaction - INFO - Epoch [82][880/940] lr: 4.636e-01, eta: 1 day, 18:15:30, time: 0.680, data_time: 0.002, memory: 9444, top1_acc: 0.2785, top5_acc: 0.5254, loss_cls: 3.3550, loss: 3.3550, grad_norm: 1.0585 2020-07-23 11:03:42,713 - mmaction - INFO - Epoch [82][900/940] lr: 4.636e-01, eta: 1 day, 18:15:00, time: 0.671, data_time: 0.003, memory: 9444, top1_acc: 0.2891, top5_acc: 0.5383, loss_cls: 3.3151, loss: 3.3151, grad_norm: 1.0622 2020-07-23 11:03:56,213 - mmaction - INFO - Epoch [82][920/940] lr: 4.636e-01, eta: 1 day, 18:14:31, time: 0.676, data_time: 0.003, memory: 9444, top1_acc: 0.2775, top5_acc: 0.5264, loss_cls: 3.3695, loss: 3.3695, grad_norm: 1.0800 2020-07-23 11:04:08,729 - mmaction - INFO - Epoch [82][940/940] lr: 4.636e-01, eta: 1 day, 18:14:00, time: 0.626, data_time: 0.002, memory: 9444, top1_acc: 0.2800, top5_acc: 0.5304, loss_cls: 3.3517, loss: 3.3517, grad_norm: 1.0683 2020-07-23 11:06:37,250 - mmaction - INFO - Epoch [83][20/940] lr: 4.605e-01, eta: 1 day, 18:17:58, time: 6.986, data_time: 6.278, memory: 9444, top1_acc: 0.2787, top5_acc: 0.5400, loss_cls: 3.3139, loss: 3.3139, grad_norm: 1.0693 2020-07-23 11:06:50,987 - mmaction - INFO - Epoch [83][40/940] lr: 4.605e-01, eta: 1 day, 18:17:29, time: 0.687, data_time: 0.004, memory: 9444, top1_acc: 0.2930, top5_acc: 0.5445, loss_cls: 3.2961, loss: 3.2961, grad_norm: 1.0408 2020-07-23 11:07:05,485 - mmaction - INFO - Epoch [83][60/940] lr: 4.605e-01, eta: 1 day, 18:17:02, time: 0.726, data_time: 0.004, memory: 9444, top1_acc: 0.2875, top5_acc: 0.5330, loss_cls: 3.3251, loss: 3.3251, grad_norm: 1.0525 2020-07-23 11:07:19,099 - mmaction - INFO - Epoch [83][80/940] lr: 4.605e-01, eta: 1 day, 18:16:32, time: 0.681, data_time: 0.002, memory: 9444, top1_acc: 0.2832, top5_acc: 0.5422, loss_cls: 3.2970, loss: 3.2970, grad_norm: 1.0704 2020-07-23 11:07:32,867 - mmaction - INFO - Epoch [83][100/940] lr: 4.605e-01, eta: 1 day, 18:16:03, time: 0.688, data_time: 0.002, memory: 9444, top1_acc: 0.2986, top5_acc: 0.5520, loss_cls: 3.2499, loss: 3.2499, grad_norm: 1.0501 2020-07-23 11:07:46,249 - mmaction - INFO - Epoch [83][120/940] lr: 4.605e-01, eta: 1 day, 18:15:34, time: 0.669, data_time: 0.003, memory: 9444, top1_acc: 0.2957, top5_acc: 0.5436, loss_cls: 3.2837, loss: 3.2837, grad_norm: 1.0852 2020-07-23 11:07:59,020 - mmaction - INFO - Epoch [83][140/940] lr: 4.605e-01, eta: 1 day, 18:15:03, time: 0.639, data_time: 0.002, memory: 9444, top1_acc: 0.2943, top5_acc: 0.5348, loss_cls: 3.3286, loss: 3.3286, grad_norm: 1.0690 2020-07-23 11:08:12,176 - mmaction - INFO - Epoch [83][160/940] lr: 4.605e-01, eta: 1 day, 18:14:32, time: 0.654, data_time: 0.002, memory: 9444, top1_acc: 0.2797, top5_acc: 0.5258, loss_cls: 3.3399, loss: 3.3399, grad_norm: 1.0769 2020-07-23 11:08:25,629 - mmaction - INFO - Epoch [83][180/940] lr: 4.605e-01, eta: 1 day, 18:14:03, time: 0.676, data_time: 0.006, memory: 9444, top1_acc: 0.2838, top5_acc: 0.5346, loss_cls: 3.3226, loss: 3.3226, grad_norm: 1.0775 2020-07-23 11:08:39,190 - mmaction - INFO - Epoch [83][200/940] lr: 4.605e-01, eta: 1 day, 18:13:34, time: 0.678, data_time: 0.003, memory: 9444, top1_acc: 0.2750, top5_acc: 0.5230, loss_cls: 3.3881, loss: 3.3881, grad_norm: 1.0530 2020-07-23 11:08:53,340 - mmaction - INFO - Epoch [83][220/940] lr: 4.605e-01, eta: 1 day, 18:13:06, time: 0.707, data_time: 0.002, memory: 9444, top1_acc: 0.2865, top5_acc: 0.5416, loss_cls: 3.3362, loss: 3.3362, grad_norm: 1.0279 2020-07-23 11:09:06,961 - mmaction - INFO - Epoch [83][240/940] lr: 4.605e-01, eta: 1 day, 18:12:37, time: 0.681, data_time: 0.002, memory: 9444, top1_acc: 0.2904, top5_acc: 0.5467, loss_cls: 3.2899, loss: 3.2899, grad_norm: 1.0742 2020-07-23 11:09:20,982 - mmaction - INFO - Epoch [83][260/940] lr: 4.605e-01, eta: 1 day, 18:12:08, time: 0.702, data_time: 0.003, memory: 9444, top1_acc: 0.2746, top5_acc: 0.5309, loss_cls: 3.3846, loss: 3.3846, grad_norm: 1.0867 2020-07-23 11:09:34,361 - mmaction - INFO - Epoch [83][280/940] lr: 4.605e-01, eta: 1 day, 18:11:39, time: 0.669, data_time: 0.002, memory: 9444, top1_acc: 0.2795, top5_acc: 0.5275, loss_cls: 3.3703, loss: 3.3703, grad_norm: 1.0404 2020-07-23 11:09:47,380 - mmaction - INFO - Epoch [83][300/940] lr: 4.605e-01, eta: 1 day, 18:11:08, time: 0.650, data_time: 0.002, memory: 9444, top1_acc: 0.2758, top5_acc: 0.5283, loss_cls: 3.3201, loss: 3.3201, grad_norm: 1.0720 2020-07-23 11:10:00,974 - mmaction - INFO - Epoch [83][320/940] lr: 4.605e-01, eta: 1 day, 18:10:39, time: 0.682, data_time: 0.003, memory: 9444, top1_acc: 0.2803, top5_acc: 0.5277, loss_cls: 3.3611, loss: 3.3611, grad_norm: 1.0487 2020-07-23 11:10:14,863 - mmaction - INFO - Epoch [83][340/940] lr: 4.605e-01, eta: 1 day, 18:10:11, time: 0.694, data_time: 0.002, memory: 9444, top1_acc: 0.2924, top5_acc: 0.5434, loss_cls: 3.2899, loss: 3.2899, grad_norm: 1.0429 2020-07-23 11:10:27,974 - mmaction - INFO - Epoch [83][360/940] lr: 4.605e-01, eta: 1 day, 18:09:40, time: 0.654, data_time: 0.002, memory: 9444, top1_acc: 0.2785, top5_acc: 0.5268, loss_cls: 3.3682, loss: 3.3682, grad_norm: 1.0818 2020-07-23 11:10:41,578 - mmaction - INFO - Epoch [83][380/940] lr: 4.605e-01, eta: 1 day, 18:09:11, time: 0.681, data_time: 0.003, memory: 9444, top1_acc: 0.2863, top5_acc: 0.5301, loss_cls: 3.3541, loss: 3.3541, grad_norm: 1.0408 2020-07-23 11:10:55,170 - mmaction - INFO - Epoch [83][400/940] lr: 4.605e-01, eta: 1 day, 18:08:42, time: 0.679, data_time: 0.002, memory: 9444, top1_acc: 0.2811, top5_acc: 0.5330, loss_cls: 3.3519, loss: 3.3519, grad_norm: 1.0548 2020-07-23 11:11:08,793 - mmaction - INFO - Epoch [83][420/940] lr: 4.605e-01, eta: 1 day, 18:08:13, time: 0.681, data_time: 0.003, memory: 9444, top1_acc: 0.2785, top5_acc: 0.5342, loss_cls: 3.3603, loss: 3.3603, grad_norm: 1.0465 2020-07-23 11:11:22,115 - mmaction - INFO - Epoch [83][440/940] lr: 4.605e-01, eta: 1 day, 18:07:43, time: 0.667, data_time: 0.003, memory: 9444, top1_acc: 0.2941, top5_acc: 0.5398, loss_cls: 3.2977, loss: 3.2977, grad_norm: 1.0576 2020-07-23 11:11:35,700 - mmaction - INFO - Epoch [83][460/940] lr: 4.605e-01, eta: 1 day, 18:07:14, time: 0.679, data_time: 0.002, memory: 9444, top1_acc: 0.2881, top5_acc: 0.5369, loss_cls: 3.3091, loss: 3.3091, grad_norm: 1.0574 2020-07-23 11:11:48,810 - mmaction - INFO - Epoch [83][480/940] lr: 4.605e-01, eta: 1 day, 18:06:44, time: 0.654, data_time: 0.003, memory: 9444, top1_acc: 0.2877, top5_acc: 0.5324, loss_cls: 3.3330, loss: 3.3330, grad_norm: 1.0522 2020-07-23 11:12:03,042 - mmaction - INFO - Epoch [83][500/940] lr: 4.605e-01, eta: 1 day, 18:06:16, time: 0.712, data_time: 0.004, memory: 9444, top1_acc: 0.2773, top5_acc: 0.5242, loss_cls: 3.3538, loss: 3.3538, grad_norm: 1.0855 2020-07-23 11:12:16,505 - mmaction - INFO - Epoch [83][520/940] lr: 4.605e-01, eta: 1 day, 18:05:47, time: 0.674, data_time: 0.003, memory: 9444, top1_acc: 0.2873, top5_acc: 0.5346, loss_cls: 3.3194, loss: 3.3194, grad_norm: 1.0534 2020-07-23 11:12:29,881 - mmaction - INFO - Epoch [83][540/940] lr: 4.605e-01, eta: 1 day, 18:05:17, time: 0.668, data_time: 0.001, memory: 9444, top1_acc: 0.2883, top5_acc: 0.5361, loss_cls: 3.3048, loss: 3.3048, grad_norm: 1.0646 2020-07-23 11:12:43,641 - mmaction - INFO - Epoch [83][560/940] lr: 4.605e-01, eta: 1 day, 18:04:49, time: 0.689, data_time: 0.003, memory: 9444, top1_acc: 0.2738, top5_acc: 0.5209, loss_cls: 3.3845, loss: 3.3845, grad_norm: 1.0714 2020-07-23 11:12:56,529 - mmaction - INFO - Epoch [83][580/940] lr: 4.605e-01, eta: 1 day, 18:04:18, time: 0.645, data_time: 0.002, memory: 9444, top1_acc: 0.2953, top5_acc: 0.5461, loss_cls: 3.2628, loss: 3.2628, grad_norm: 1.0403 2020-07-23 11:13:10,184 - mmaction - INFO - Epoch [83][600/940] lr: 4.605e-01, eta: 1 day, 18:03:49, time: 0.682, data_time: 0.002, memory: 9444, top1_acc: 0.2865, top5_acc: 0.5379, loss_cls: 3.3364, loss: 3.3364, grad_norm: 1.0829 2020-07-23 11:13:24,565 - mmaction - INFO - Epoch [83][620/940] lr: 4.605e-01, eta: 1 day, 18:03:22, time: 0.719, data_time: 0.002, memory: 9444, top1_acc: 0.2893, top5_acc: 0.5424, loss_cls: 3.3067, loss: 3.3067, grad_norm: 1.0633 2020-07-23 11:13:37,495 - mmaction - INFO - Epoch [83][640/940] lr: 4.605e-01, eta: 1 day, 18:02:51, time: 0.647, data_time: 0.003, memory: 9444, top1_acc: 0.2834, top5_acc: 0.5242, loss_cls: 3.3694, loss: 3.3694, grad_norm: 1.0703 2020-07-23 11:13:51,234 - mmaction - INFO - Epoch [83][660/940] lr: 4.605e-01, eta: 1 day, 18:02:23, time: 0.687, data_time: 0.003, memory: 9444, top1_acc: 0.2836, top5_acc: 0.5229, loss_cls: 3.3550, loss: 3.3550, grad_norm: 1.0681 2020-07-23 11:14:04,445 - mmaction - INFO - Epoch [83][680/940] lr: 4.605e-01, eta: 1 day, 18:01:53, time: 0.661, data_time: 0.002, memory: 9444, top1_acc: 0.2869, top5_acc: 0.5273, loss_cls: 3.3707, loss: 3.3707, grad_norm: 1.0525 2020-07-23 11:14:17,801 - mmaction - INFO - Epoch [83][700/940] lr: 4.605e-01, eta: 1 day, 18:01:23, time: 0.667, data_time: 0.003, memory: 9444, top1_acc: 0.2893, top5_acc: 0.5338, loss_cls: 3.3325, loss: 3.3325, grad_norm: 1.0585 2020-07-23 11:14:31,319 - mmaction - INFO - Epoch [83][720/940] lr: 4.605e-01, eta: 1 day, 18:00:54, time: 0.676, data_time: 0.003, memory: 9444, top1_acc: 0.2758, top5_acc: 0.5379, loss_cls: 3.3342, loss: 3.3342, grad_norm: 1.0546 2020-07-23 11:14:44,882 - mmaction - INFO - Epoch [83][740/940] lr: 4.605e-01, eta: 1 day, 18:00:25, time: 0.679, data_time: 0.031, memory: 9444, top1_acc: 0.2770, top5_acc: 0.5199, loss_cls: 3.3957, loss: 3.3957, grad_norm: 1.0524 2020-07-23 11:14:58,314 - mmaction - INFO - Epoch [83][760/940] lr: 4.605e-01, eta: 1 day, 17:59:56, time: 0.672, data_time: 0.002, memory: 9444, top1_acc: 0.2773, top5_acc: 0.5314, loss_cls: 3.3469, loss: 3.3469, grad_norm: 1.0589 2020-07-23 11:15:11,886 - mmaction - INFO - Epoch [83][780/940] lr: 4.605e-01, eta: 1 day, 17:59:27, time: 0.677, data_time: 0.002, memory: 9444, top1_acc: 0.2869, top5_acc: 0.5311, loss_cls: 3.3349, loss: 3.3349, grad_norm: 1.0648 2020-07-23 11:15:26,549 - mmaction - INFO - Epoch [83][800/940] lr: 4.605e-01, eta: 1 day, 17:59:00, time: 0.734, data_time: 0.003, memory: 9444, top1_acc: 0.2928, top5_acc: 0.5330, loss_cls: 3.3275, loss: 3.3275, grad_norm: 1.0557 2020-07-23 11:15:40,063 - mmaction - INFO - Epoch [83][820/940] lr: 4.605e-01, eta: 1 day, 17:58:31, time: 0.676, data_time: 0.003, memory: 9444, top1_acc: 0.2861, top5_acc: 0.5361, loss_cls: 3.3186, loss: 3.3186, grad_norm: 1.0421 2020-07-23 11:15:54,172 - mmaction - INFO - Epoch [83][840/940] lr: 4.605e-01, eta: 1 day, 17:58:03, time: 0.704, data_time: 0.002, memory: 9444, top1_acc: 0.2854, top5_acc: 0.5393, loss_cls: 3.3352, loss: 3.3352, grad_norm: 1.0628 2020-07-23 11:16:08,037 - mmaction - INFO - Epoch [83][860/940] lr: 4.605e-01, eta: 1 day, 17:57:34, time: 0.694, data_time: 0.003, memory: 9444, top1_acc: 0.2889, top5_acc: 0.5379, loss_cls: 3.3006, loss: 3.3006, grad_norm: 1.0575 2020-07-23 11:16:21,444 - mmaction - INFO - Epoch [83][880/940] lr: 4.605e-01, eta: 1 day, 17:57:05, time: 0.670, data_time: 0.002, memory: 9444, top1_acc: 0.2953, top5_acc: 0.5451, loss_cls: 3.3165, loss: 3.3165, grad_norm: 1.0540 2020-07-23 11:16:35,574 - mmaction - INFO - Epoch [83][900/940] lr: 4.605e-01, eta: 1 day, 17:56:37, time: 0.707, data_time: 0.003, memory: 9444, top1_acc: 0.2846, top5_acc: 0.5326, loss_cls: 3.3239, loss: 3.3239, grad_norm: 1.0496 2020-07-23 11:16:48,970 - mmaction - INFO - Epoch [83][920/940] lr: 4.605e-01, eta: 1 day, 17:56:08, time: 0.669, data_time: 0.002, memory: 9444, top1_acc: 0.2814, top5_acc: 0.5340, loss_cls: 3.3269, loss: 3.3269, grad_norm: 1.0578 2020-07-23 11:17:01,198 - mmaction - INFO - Epoch [83][940/940] lr: 4.605e-01, eta: 1 day, 17:55:36, time: 0.613, data_time: 0.003, memory: 9444, top1_acc: 0.2721, top5_acc: 0.5258, loss_cls: 3.3838, loss: 3.3838, grad_norm: 1.0831 2020-07-23 11:20:21,069 - mmaction - INFO - Epoch [84][20/940] lr: 4.574e-01, eta: 1 day, 18:01:18, time: 9.577, data_time: 8.654, memory: 9444, top1_acc: 0.2695, top5_acc: 0.5238, loss_cls: 3.3950, loss: 3.3950, grad_norm: 1.0768 2020-07-23 11:20:35,170 - mmaction - INFO - Epoch [84][40/940] lr: 4.574e-01, eta: 1 day, 18:00:50, time: 0.704, data_time: 0.002, memory: 9444, top1_acc: 0.2840, top5_acc: 0.5277, loss_cls: 3.3263, loss: 3.3263, grad_norm: 1.0596 2020-07-23 11:20:48,654 - mmaction - INFO - Epoch [84][60/940] lr: 4.574e-01, eta: 1 day, 18:00:21, time: 0.674, data_time: 0.003, memory: 9444, top1_acc: 0.2879, top5_acc: 0.5402, loss_cls: 3.3006, loss: 3.3006, grad_norm: 1.0656 2020-07-23 11:21:01,620 - mmaction - INFO - Epoch [84][80/940] lr: 4.574e-01, eta: 1 day, 17:59:50, time: 0.649, data_time: 0.003, memory: 9444, top1_acc: 0.2969, top5_acc: 0.5379, loss_cls: 3.3053, loss: 3.3053, grad_norm: 1.0636 2020-07-23 11:21:15,013 - mmaction - INFO - Epoch [84][100/940] lr: 4.574e-01, eta: 1 day, 17:59:21, time: 0.669, data_time: 0.002, memory: 9444, top1_acc: 0.2873, top5_acc: 0.5318, loss_cls: 3.3323, loss: 3.3323, grad_norm: 1.0820 2020-07-23 11:21:28,417 - mmaction - INFO - Epoch [84][120/940] lr: 4.574e-01, eta: 1 day, 17:58:52, time: 0.670, data_time: 0.003, memory: 9444, top1_acc: 0.2852, top5_acc: 0.5324, loss_cls: 3.3351, loss: 3.3351, grad_norm: 1.0594 2020-07-23 11:21:42,018 - mmaction - INFO - Epoch [84][140/940] lr: 4.574e-01, eta: 1 day, 17:58:23, time: 0.681, data_time: 0.002, memory: 9444, top1_acc: 0.2891, top5_acc: 0.5437, loss_cls: 3.2943, loss: 3.2943, grad_norm: 1.0756 2020-07-23 11:21:55,566 - mmaction - INFO - Epoch [84][160/940] lr: 4.574e-01, eta: 1 day, 17:57:54, time: 0.677, data_time: 0.002, memory: 9444, top1_acc: 0.2795, top5_acc: 0.5350, loss_cls: 3.3534, loss: 3.3534, grad_norm: 1.0795 2020-07-23 11:22:09,134 - mmaction - INFO - Epoch [84][180/940] lr: 4.574e-01, eta: 1 day, 17:57:25, time: 0.678, data_time: 0.002, memory: 9444, top1_acc: 0.2873, top5_acc: 0.5355, loss_cls: 3.3316, loss: 3.3316, grad_norm: 1.0487 2020-07-23 11:22:22,173 - mmaction - INFO - Epoch [84][200/940] lr: 4.574e-01, eta: 1 day, 17:56:54, time: 0.652, data_time: 0.002, memory: 9444, top1_acc: 0.2855, top5_acc: 0.5365, loss_cls: 3.3169, loss: 3.3169, grad_norm: 1.0745 2020-07-23 11:22:35,829 - mmaction - INFO - Epoch [84][220/940] lr: 4.574e-01, eta: 1 day, 17:56:26, time: 0.683, data_time: 0.002, memory: 9444, top1_acc: 0.2803, top5_acc: 0.5369, loss_cls: 3.3259, loss: 3.3259, grad_norm: 1.0612 2020-07-23 11:22:49,779 - mmaction - INFO - Epoch [84][240/940] lr: 4.574e-01, eta: 1 day, 17:55:57, time: 0.698, data_time: 0.001, memory: 9444, top1_acc: 0.2889, top5_acc: 0.5326, loss_cls: 3.3151, loss: 3.3151, grad_norm: 1.0683 2020-07-23 11:23:03,616 - mmaction - INFO - Epoch [84][260/940] lr: 4.574e-01, eta: 1 day, 17:55:29, time: 0.691, data_time: 0.001, memory: 9444, top1_acc: 0.2887, top5_acc: 0.5391, loss_cls: 3.3021, loss: 3.3021, grad_norm: 1.0567 2020-07-23 11:23:17,105 - mmaction - INFO - Epoch [84][280/940] lr: 4.574e-01, eta: 1 day, 17:55:00, time: 0.675, data_time: 0.002, memory: 9444, top1_acc: 0.2898, top5_acc: 0.5357, loss_cls: 3.3222, loss: 3.3222, grad_norm: 1.0691 2020-07-23 11:23:30,701 - mmaction - INFO - Epoch [84][300/940] lr: 4.574e-01, eta: 1 day, 17:54:31, time: 0.678, data_time: 0.002, memory: 9444, top1_acc: 0.2787, top5_acc: 0.5379, loss_cls: 3.3415, loss: 3.3415, grad_norm: 1.0627 2020-07-23 11:23:44,087 - mmaction - INFO - Epoch [84][320/940] lr: 4.574e-01, eta: 1 day, 17:54:01, time: 0.670, data_time: 0.003, memory: 9444, top1_acc: 0.2850, top5_acc: 0.5418, loss_cls: 3.2875, loss: 3.2875, grad_norm: 1.0534 2020-07-23 11:23:57,278 - mmaction - INFO - Epoch [84][340/940] lr: 4.574e-01, eta: 1 day, 17:53:32, time: 0.660, data_time: 0.002, memory: 9444, top1_acc: 0.2910, top5_acc: 0.5352, loss_cls: 3.3228, loss: 3.3228, grad_norm: 1.0710 2020-07-23 11:24:10,761 - mmaction - INFO - Epoch [84][360/940] lr: 4.574e-01, eta: 1 day, 17:53:02, time: 0.674, data_time: 0.003, memory: 9444, top1_acc: 0.2752, top5_acc: 0.5359, loss_cls: 3.3362, loss: 3.3362, grad_norm: 1.0621 2020-07-23 11:24:24,530 - mmaction - INFO - Epoch [84][380/940] lr: 4.574e-01, eta: 1 day, 17:52:34, time: 0.688, data_time: 0.003, memory: 9444, top1_acc: 0.2887, top5_acc: 0.5340, loss_cls: 3.3289, loss: 3.3289, grad_norm: 1.0671 2020-07-23 11:24:38,803 - mmaction - INFO - Epoch [84][400/940] lr: 4.574e-01, eta: 1 day, 17:52:06, time: 0.715, data_time: 0.003, memory: 9444, top1_acc: 0.2850, top5_acc: 0.5352, loss_cls: 3.3406, loss: 3.3406, grad_norm: 1.0532 2020-07-23 11:24:51,876 - mmaction - INFO - Epoch [84][420/940] lr: 4.574e-01, eta: 1 day, 17:51:36, time: 0.654, data_time: 0.002, memory: 9444, top1_acc: 0.2883, top5_acc: 0.5428, loss_cls: 3.2994, loss: 3.2994, grad_norm: 1.0585 2020-07-23 11:25:05,032 - mmaction - INFO - Epoch [84][440/940] lr: 4.574e-01, eta: 1 day, 17:51:07, time: 0.658, data_time: 0.002, memory: 9444, top1_acc: 0.2896, top5_acc: 0.5432, loss_cls: 3.2688, loss: 3.2688, grad_norm: 1.0521 2020-07-23 11:25:18,334 - mmaction - INFO - Epoch [84][460/940] lr: 4.574e-01, eta: 1 day, 17:50:37, time: 0.664, data_time: 0.001, memory: 9444, top1_acc: 0.2799, top5_acc: 0.5309, loss_cls: 3.3496, loss: 3.3496, grad_norm: 1.0863 2020-07-23 11:25:31,458 - mmaction - INFO - Epoch [84][480/940] lr: 4.574e-01, eta: 1 day, 17:50:07, time: 0.657, data_time: 0.003, memory: 9444, top1_acc: 0.2818, top5_acc: 0.5316, loss_cls: 3.3208, loss: 3.3208, grad_norm: 1.0685 2020-07-23 11:25:45,069 - mmaction - INFO - Epoch [84][500/940] lr: 4.574e-01, eta: 1 day, 17:49:38, time: 0.680, data_time: 0.002, memory: 9444, top1_acc: 0.2895, top5_acc: 0.5195, loss_cls: 3.3588, loss: 3.3588, grad_norm: 1.0645 2020-07-23 11:25:58,816 - mmaction - INFO - Epoch [84][520/940] lr: 4.574e-01, eta: 1 day, 17:49:10, time: 0.688, data_time: 0.014, memory: 9444, top1_acc: 0.2852, top5_acc: 0.5367, loss_cls: 3.3128, loss: 3.3128, grad_norm: 1.0672 2020-07-23 11:26:12,513 - mmaction - INFO - Epoch [84][540/940] lr: 4.574e-01, eta: 1 day, 17:48:41, time: 0.684, data_time: 0.003, memory: 9444, top1_acc: 0.2854, top5_acc: 0.5381, loss_cls: 3.3343, loss: 3.3343, grad_norm: 1.0437 2020-07-23 11:26:25,967 - mmaction - INFO - Epoch [84][560/940] lr: 4.574e-01, eta: 1 day, 17:48:12, time: 0.674, data_time: 0.003, memory: 9444, top1_acc: 0.2873, top5_acc: 0.5373, loss_cls: 3.3145, loss: 3.3145, grad_norm: 1.0739 2020-07-23 11:26:38,882 - mmaction - INFO - Epoch [84][580/940] lr: 4.574e-01, eta: 1 day, 17:47:42, time: 0.645, data_time: 0.001, memory: 9444, top1_acc: 0.2916, top5_acc: 0.5293, loss_cls: 3.3413, loss: 3.3413, grad_norm: 1.0526 2020-07-23 11:26:53,080 - mmaction - INFO - Epoch [84][600/940] lr: 4.574e-01, eta: 1 day, 17:47:14, time: 0.710, data_time: 0.002, memory: 9444, top1_acc: 0.2891, top5_acc: 0.5393, loss_cls: 3.2706, loss: 3.2706, grad_norm: 1.0459 2020-07-23 11:27:06,179 - mmaction - INFO - Epoch [84][620/940] lr: 4.574e-01, eta: 1 day, 17:46:44, time: 0.655, data_time: 0.001, memory: 9444, top1_acc: 0.2830, top5_acc: 0.5213, loss_cls: 3.3997, loss: 3.3997, grad_norm: 1.0550 2020-07-23 11:27:19,196 - mmaction - INFO - Epoch [84][640/940] lr: 4.574e-01, eta: 1 day, 17:46:14, time: 0.650, data_time: 0.002, memory: 9444, top1_acc: 0.2936, top5_acc: 0.5264, loss_cls: 3.3248, loss: 3.3248, grad_norm: 1.0425 2020-07-23 11:27:32,712 - mmaction - INFO - Epoch [84][660/940] lr: 4.574e-01, eta: 1 day, 17:45:46, time: 0.677, data_time: 0.004, memory: 9444, top1_acc: 0.2924, top5_acc: 0.5389, loss_cls: 3.3036, loss: 3.3036, grad_norm: 1.0593 2020-07-23 11:27:46,522 - mmaction - INFO - Epoch [84][680/940] lr: 4.574e-01, eta: 1 day, 17:45:17, time: 0.690, data_time: 0.003, memory: 9444, top1_acc: 0.2902, top5_acc: 0.5355, loss_cls: 3.3294, loss: 3.3294, grad_norm: 1.0704 2020-07-23 11:28:00,531 - mmaction - INFO - Epoch [84][700/940] lr: 4.574e-01, eta: 1 day, 17:44:49, time: 0.701, data_time: 0.004, memory: 9444, top1_acc: 0.2826, top5_acc: 0.5283, loss_cls: 3.3504, loss: 3.3504, grad_norm: 1.0503 2020-07-23 11:28:13,703 - mmaction - INFO - Epoch [84][720/940] lr: 4.574e-01, eta: 1 day, 17:44:20, time: 0.657, data_time: 0.001, memory: 9444, top1_acc: 0.2820, top5_acc: 0.5328, loss_cls: 3.3550, loss: 3.3550, grad_norm: 1.0672 2020-07-23 11:28:27,210 - mmaction - INFO - Epoch [84][740/940] lr: 4.574e-01, eta: 1 day, 17:43:51, time: 0.676, data_time: 0.003, memory: 9444, top1_acc: 0.2809, top5_acc: 0.5307, loss_cls: 3.3389, loss: 3.3389, grad_norm: 1.0768 2020-07-23 11:28:41,330 - mmaction - INFO - Epoch [84][760/940] lr: 4.574e-01, eta: 1 day, 17:43:23, time: 0.706, data_time: 0.003, memory: 9444, top1_acc: 0.2744, top5_acc: 0.5227, loss_cls: 3.3638, loss: 3.3638, grad_norm: 1.0447 2020-07-23 11:28:54,436 - mmaction - INFO - Epoch [84][780/940] lr: 4.574e-01, eta: 1 day, 17:42:53, time: 0.656, data_time: 0.002, memory: 9444, top1_acc: 0.2883, top5_acc: 0.5365, loss_cls: 3.3183, loss: 3.3183, grad_norm: 1.0657 2020-07-23 11:29:07,451 - mmaction - INFO - Epoch [84][800/940] lr: 4.574e-01, eta: 1 day, 17:42:23, time: 0.650, data_time: 0.002, memory: 9444, top1_acc: 0.2855, top5_acc: 0.5326, loss_cls: 3.3355, loss: 3.3355, grad_norm: 1.0652 2020-07-23 11:29:21,679 - mmaction - INFO - Epoch [84][820/940] lr: 4.574e-01, eta: 1 day, 17:41:56, time: 0.712, data_time: 0.002, memory: 9444, top1_acc: 0.2852, top5_acc: 0.5354, loss_cls: 3.3138, loss: 3.3138, grad_norm: 1.0558 2020-07-23 11:29:35,512 - mmaction - INFO - Epoch [84][840/940] lr: 4.574e-01, eta: 1 day, 17:41:27, time: 0.690, data_time: 0.001, memory: 9444, top1_acc: 0.2887, top5_acc: 0.5332, loss_cls: 3.2935, loss: 3.2935, grad_norm: 1.0664 2020-07-23 11:29:49,040 - mmaction - INFO - Epoch [84][860/940] lr: 4.574e-01, eta: 1 day, 17:40:59, time: 0.677, data_time: 0.004, memory: 9444, top1_acc: 0.2703, top5_acc: 0.5293, loss_cls: 3.3677, loss: 3.3677, grad_norm: 1.0767 2020-07-23 11:30:03,166 - mmaction - INFO - Epoch [84][880/940] lr: 4.574e-01, eta: 1 day, 17:40:31, time: 0.706, data_time: 0.002, memory: 9444, top1_acc: 0.2791, top5_acc: 0.5285, loss_cls: 3.3623, loss: 3.3623, grad_norm: 1.0481 2020-07-23 11:30:16,444 - mmaction - INFO - Epoch [84][900/940] lr: 4.574e-01, eta: 1 day, 17:40:02, time: 0.665, data_time: 0.017, memory: 9444, top1_acc: 0.2914, top5_acc: 0.5234, loss_cls: 3.3615, loss: 3.3615, grad_norm: 1.0678 2020-07-23 11:30:30,115 - mmaction - INFO - Epoch [84][920/940] lr: 4.574e-01, eta: 1 day, 17:39:33, time: 0.682, data_time: 0.001, memory: 9444, top1_acc: 0.2844, top5_acc: 0.5318, loss_cls: 3.3508, loss: 3.3508, grad_norm: 1.0451 2020-07-23 11:30:42,514 - mmaction - INFO - Epoch [84][940/940] lr: 4.574e-01, eta: 1 day, 17:39:02, time: 0.620, data_time: 0.004, memory: 9444, top1_acc: 0.2916, top5_acc: 0.5493, loss_cls: 3.2659, loss: 3.2659, grad_norm: 1.0776 2020-07-23 11:30:50,735 - mmaction - INFO - Saving checkpoint at 84 epochs 2020-07-23 11:33:15,668 - mmaction - INFO - Epoch [85][20/940] lr: 4.542e-01, eta: 1 day, 17:43:01, time: 7.221, data_time: 6.204, memory: 9444, top1_acc: 0.2855, top5_acc: 0.5412, loss_cls: 3.2895, loss: 3.2895, grad_norm: 1.0749 2020-07-23 11:33:30,927 - mmaction - INFO - Epoch [85][40/940] lr: 4.542e-01, eta: 1 day, 17:42:36, time: 0.762, data_time: 0.001, memory: 9444, top1_acc: 0.2936, top5_acc: 0.5443, loss_cls: 3.2679, loss: 3.2679, grad_norm: 1.0692 2020-07-23 11:33:44,515 - mmaction - INFO - Epoch [85][60/940] lr: 4.542e-01, eta: 1 day, 17:42:07, time: 0.679, data_time: 0.002, memory: 9444, top1_acc: 0.2875, top5_acc: 0.5369, loss_cls: 3.3086, loss: 3.3086, grad_norm: 1.0740 2020-07-23 11:33:57,576 - mmaction - INFO - Epoch [85][80/940] lr: 4.542e-01, eta: 1 day, 17:41:37, time: 0.654, data_time: 0.002, memory: 9444, top1_acc: 0.3004, top5_acc: 0.5398, loss_cls: 3.2690, loss: 3.2690, grad_norm: 1.0778 2020-07-23 11:34:11,882 - mmaction - INFO - Epoch [85][100/940] lr: 4.542e-01, eta: 1 day, 17:41:10, time: 0.714, data_time: 0.001, memory: 9444, top1_acc: 0.2748, top5_acc: 0.5256, loss_cls: 3.3644, loss: 3.3644, grad_norm: 1.0784 2020-07-23 11:34:25,713 - mmaction - INFO - Epoch [85][120/940] lr: 4.542e-01, eta: 1 day, 17:40:41, time: 0.691, data_time: 0.003, memory: 9444, top1_acc: 0.2803, top5_acc: 0.5244, loss_cls: 3.3797, loss: 3.3797, grad_norm: 1.0720 2020-07-23 11:34:39,431 - mmaction - INFO - Epoch [85][140/940] lr: 4.542e-01, eta: 1 day, 17:40:13, time: 0.687, data_time: 0.003, memory: 9444, top1_acc: 0.2912, top5_acc: 0.5393, loss_cls: 3.2907, loss: 3.2907, grad_norm: 1.0464 2020-07-23 11:34:53,116 - mmaction - INFO - Epoch [85][160/940] lr: 4.542e-01, eta: 1 day, 17:39:44, time: 0.684, data_time: 0.003, memory: 9444, top1_acc: 0.2936, top5_acc: 0.5365, loss_cls: 3.2906, loss: 3.2906, grad_norm: 1.0633 2020-07-23 11:35:06,097 - mmaction - INFO - Epoch [85][180/940] lr: 4.542e-01, eta: 1 day, 17:39:14, time: 0.649, data_time: 0.002, memory: 9444, top1_acc: 0.2686, top5_acc: 0.5201, loss_cls: 3.3861, loss: 3.3861, grad_norm: 1.0771 2020-07-23 11:35:19,196 - mmaction - INFO - Epoch [85][200/940] lr: 4.542e-01, eta: 1 day, 17:38:45, time: 0.655, data_time: 0.002, memory: 9444, top1_acc: 0.2891, top5_acc: 0.5312, loss_cls: 3.3478, loss: 3.3478, grad_norm: 1.0679 2020-07-23 11:35:32,078 - mmaction - INFO - Epoch [85][220/940] lr: 4.542e-01, eta: 1 day, 17:38:14, time: 0.643, data_time: 0.002, memory: 9444, top1_acc: 0.2828, top5_acc: 0.5324, loss_cls: 3.3288, loss: 3.3288, grad_norm: 1.0436 2020-07-23 11:35:45,580 - mmaction - INFO - Epoch [85][240/940] lr: 4.542e-01, eta: 1 day, 17:37:46, time: 0.676, data_time: 0.003, memory: 9444, top1_acc: 0.2840, top5_acc: 0.5234, loss_cls: 3.3583, loss: 3.3583, grad_norm: 1.0534 2020-07-23 11:35:59,758 - mmaction - INFO - Epoch [85][260/940] lr: 4.542e-01, eta: 1 day, 17:37:18, time: 0.710, data_time: 0.002, memory: 9444, top1_acc: 0.3008, top5_acc: 0.5396, loss_cls: 3.2776, loss: 3.2776, grad_norm: 1.0516 2020-07-23 11:36:12,744 - mmaction - INFO - Epoch [85][280/940] lr: 4.542e-01, eta: 1 day, 17:36:48, time: 0.648, data_time: 0.002, memory: 9444, top1_acc: 0.2850, top5_acc: 0.5477, loss_cls: 3.2990, loss: 3.2990, grad_norm: 1.0642 2020-07-23 11:36:26,350 - mmaction - INFO - Epoch [85][300/940] lr: 4.542e-01, eta: 1 day, 17:36:19, time: 0.681, data_time: 0.003, memory: 9444, top1_acc: 0.2840, top5_acc: 0.5330, loss_cls: 3.3369, loss: 3.3369, grad_norm: 1.0643 2020-07-23 11:36:40,773 - mmaction - INFO - Epoch [85][320/940] lr: 4.542e-01, eta: 1 day, 17:35:53, time: 0.722, data_time: 0.002, memory: 9444, top1_acc: 0.2936, top5_acc: 0.5420, loss_cls: 3.3081, loss: 3.3081, grad_norm: 1.0754 2020-07-23 11:36:55,426 - mmaction - INFO - Epoch [85][340/940] lr: 4.542e-01, eta: 1 day, 17:35:26, time: 0.732, data_time: 0.015, memory: 9444, top1_acc: 0.2799, top5_acc: 0.5328, loss_cls: 3.3153, loss: 3.3153, grad_norm: 1.0749 2020-07-23 11:37:08,325 - mmaction - INFO - Epoch [85][360/940] lr: 4.542e-01, eta: 1 day, 17:34:56, time: 0.646, data_time: 0.003, memory: 9444, top1_acc: 0.2840, top5_acc: 0.5430, loss_cls: 3.3311, loss: 3.3311, grad_norm: 1.0879 2020-07-23 11:37:22,094 - mmaction - INFO - Epoch [85][380/940] lr: 4.542e-01, eta: 1 day, 17:34:28, time: 0.689, data_time: 0.002, memory: 9444, top1_acc: 0.2900, top5_acc: 0.5322, loss_cls: 3.3221, loss: 3.3221, grad_norm: 1.0496 2020-07-23 11:37:35,616 - mmaction - INFO - Epoch [85][400/940] lr: 4.542e-01, eta: 1 day, 17:33:59, time: 0.675, data_time: 0.002, memory: 9444, top1_acc: 0.2906, top5_acc: 0.5434, loss_cls: 3.2858, loss: 3.2858, grad_norm: 1.0760 2020-07-23 11:37:48,538 - mmaction - INFO - Epoch [85][420/940] lr: 4.542e-01, eta: 1 day, 17:33:29, time: 0.647, data_time: 0.002, memory: 9444, top1_acc: 0.2908, top5_acc: 0.5293, loss_cls: 3.3562, loss: 3.3562, grad_norm: 1.0734 2020-07-23 11:38:02,394 - mmaction - INFO - Epoch [85][440/940] lr: 4.542e-01, eta: 1 day, 17:33:01, time: 0.692, data_time: 0.013, memory: 9444, top1_acc: 0.2830, top5_acc: 0.5410, loss_cls: 3.3022, loss: 3.3022, grad_norm: 1.0800 2020-07-23 11:38:15,903 - mmaction - INFO - Epoch [85][460/940] lr: 4.542e-01, eta: 1 day, 17:32:32, time: 0.676, data_time: 0.003, memory: 9444, top1_acc: 0.2738, top5_acc: 0.5254, loss_cls: 3.3919, loss: 3.3919, grad_norm: 1.0624 2020-07-23 11:39:16,546 - mmaction - INFO - Epoch [85][480/940] lr: 4.542e-01, eta: 1 day, 17:33:39, time: 3.028, data_time: 0.252, memory: 9444, top1_acc: 0.2912, top5_acc: 0.5416, loss_cls: 3.2975, loss: 3.2975, grad_norm: 1.0412 2020-07-23 11:39:32,193 - mmaction - INFO - Epoch [85][500/940] lr: 4.542e-01, eta: 1 day, 17:33:14, time: 0.785, data_time: 0.006, memory: 9444, top1_acc: 0.2889, top5_acc: 0.5352, loss_cls: 3.2976, loss: 3.2976, grad_norm: 1.0633 2020-07-23 11:39:45,627 - mmaction - INFO - Epoch [85][520/940] lr: 4.542e-01, eta: 1 day, 17:32:45, time: 0.671, data_time: 0.003, memory: 9444, top1_acc: 0.2812, top5_acc: 0.5326, loss_cls: 3.3653, loss: 3.3653, grad_norm: 1.0910 2020-07-23 11:40:00,312 - mmaction - INFO - Epoch [85][540/940] lr: 4.542e-01, eta: 1 day, 17:32:19, time: 0.734, data_time: 0.002, memory: 9444, top1_acc: 0.2807, top5_acc: 0.5178, loss_cls: 3.3517, loss: 3.3517, grad_norm: 1.0628 2020-07-23 11:41:00,662 - mmaction - INFO - Epoch [85][560/940] lr: 4.542e-01, eta: 1 day, 17:33:25, time: 3.010, data_time: 0.003, memory: 9444, top1_acc: 0.2875, top5_acc: 0.5209, loss_cls: 3.3578, loss: 3.3578, grad_norm: 1.0810 2020-07-23 11:41:28,201 - mmaction - INFO - Epoch [85][580/940] lr: 4.542e-01, eta: 1 day, 17:33:25, time: 1.385, data_time: 0.036, memory: 9444, top1_acc: 0.2809, top5_acc: 0.5434, loss_cls: 3.2997, loss: 3.2997, grad_norm: 1.0746 2020-07-23 11:41:42,265 - mmaction - INFO - Epoch [85][600/940] lr: 4.542e-01, eta: 1 day, 17:32:57, time: 0.701, data_time: 0.002, memory: 9444, top1_acc: 0.2898, top5_acc: 0.5381, loss_cls: 3.2984, loss: 3.2984, grad_norm: 1.0534 2020-07-23 11:41:55,264 - mmaction - INFO - Epoch [85][620/940] lr: 4.542e-01, eta: 1 day, 17:32:27, time: 0.652, data_time: 0.005, memory: 9444, top1_acc: 0.2844, top5_acc: 0.5359, loss_cls: 3.3234, loss: 3.3234, grad_norm: 1.0598 2020-07-23 11:42:09,215 - mmaction - INFO - Epoch [85][640/940] lr: 4.542e-01, eta: 1 day, 17:31:59, time: 0.697, data_time: 0.002, memory: 9444, top1_acc: 0.2871, top5_acc: 0.5297, loss_cls: 3.3218, loss: 3.3218, grad_norm: 1.0581 2020-07-23 11:42:22,000 - mmaction - INFO - Epoch [85][660/940] lr: 4.542e-01, eta: 1 day, 17:31:29, time: 0.639, data_time: 0.002, memory: 9444, top1_acc: 0.2785, top5_acc: 0.5279, loss_cls: 3.3726, loss: 3.3726, grad_norm: 1.0728 2020-07-23 11:42:36,328 - mmaction - INFO - Epoch [85][680/940] lr: 4.542e-01, eta: 1 day, 17:31:02, time: 0.716, data_time: 0.003, memory: 9444, top1_acc: 0.2850, top5_acc: 0.5275, loss_cls: 3.3115, loss: 3.3115, grad_norm: 1.0633 2020-07-23 11:42:49,337 - mmaction - INFO - Epoch [85][700/940] lr: 4.542e-01, eta: 1 day, 17:30:32, time: 0.650, data_time: 0.003, memory: 9444, top1_acc: 0.2963, top5_acc: 0.5496, loss_cls: 3.2752, loss: 3.2752, grad_norm: 1.0722 2020-07-23 11:43:02,467 - mmaction - INFO - Epoch [85][720/940] lr: 4.542e-01, eta: 1 day, 17:30:02, time: 0.656, data_time: 0.003, memory: 9444, top1_acc: 0.2848, top5_acc: 0.5301, loss_cls: 3.3388, loss: 3.3388, grad_norm: 1.0637 2020-07-23 11:43:16,734 - mmaction - INFO - Epoch [85][740/940] lr: 4.542e-01, eta: 1 day, 17:29:35, time: 0.714, data_time: 0.003, memory: 9444, top1_acc: 0.3037, top5_acc: 0.5430, loss_cls: 3.2749, loss: 3.2749, grad_norm: 1.0775 2020-07-23 11:43:29,748 - mmaction - INFO - Epoch [85][760/940] lr: 4.542e-01, eta: 1 day, 17:29:05, time: 0.650, data_time: 0.003, memory: 9444, top1_acc: 0.2861, top5_acc: 0.5365, loss_cls: 3.3477, loss: 3.3477, grad_norm: 1.0970 2020-07-23 11:43:43,301 - mmaction - INFO - Epoch [85][780/940] lr: 4.542e-01, eta: 1 day, 17:28:37, time: 0.677, data_time: 0.002, memory: 9444, top1_acc: 0.2771, top5_acc: 0.5234, loss_cls: 3.3606, loss: 3.3606, grad_norm: 1.0462 2020-07-23 11:43:56,318 - mmaction - INFO - Epoch [85][800/940] lr: 4.542e-01, eta: 1 day, 17:28:07, time: 0.652, data_time: 0.003, memory: 9444, top1_acc: 0.2902, top5_acc: 0.5371, loss_cls: 3.3543, loss: 3.3543, grad_norm: 1.0821 2020-07-23 11:44:10,432 - mmaction - INFO - Epoch [85][820/940] lr: 4.542e-01, eta: 1 day, 17:27:39, time: 0.705, data_time: 0.002, memory: 9444, top1_acc: 0.2824, top5_acc: 0.5326, loss_cls: 3.3558, loss: 3.3558, grad_norm: 1.0493 2020-07-23 11:44:23,505 - mmaction - INFO - Epoch [85][840/940] lr: 4.542e-01, eta: 1 day, 17:27:10, time: 0.654, data_time: 0.003, memory: 9444, top1_acc: 0.2896, top5_acc: 0.5533, loss_cls: 3.2629, loss: 3.2629, grad_norm: 1.0387 2020-07-23 11:44:36,982 - mmaction - INFO - Epoch [85][860/940] lr: 4.542e-01, eta: 1 day, 17:26:41, time: 0.674, data_time: 0.002, memory: 9444, top1_acc: 0.2857, top5_acc: 0.5305, loss_cls: 3.3459, loss: 3.3459, grad_norm: 1.0786 2020-07-23 11:44:50,110 - mmaction - INFO - Epoch [85][880/940] lr: 4.542e-01, eta: 1 day, 17:26:12, time: 0.656, data_time: 0.002, memory: 9444, top1_acc: 0.2928, top5_acc: 0.5383, loss_cls: 3.3033, loss: 3.3033, grad_norm: 1.0605 2020-07-23 11:45:04,268 - mmaction - INFO - Epoch [85][900/940] lr: 4.542e-01, eta: 1 day, 17:25:44, time: 0.709, data_time: 0.002, memory: 9444, top1_acc: 0.2832, top5_acc: 0.5389, loss_cls: 3.3347, loss: 3.3347, grad_norm: 1.0603 2020-07-23 11:45:17,832 - mmaction - INFO - Epoch [85][920/940] lr: 4.542e-01, eta: 1 day, 17:25:16, time: 0.677, data_time: 0.002, memory: 9444, top1_acc: 0.2977, top5_acc: 0.5359, loss_cls: 3.2950, loss: 3.2950, grad_norm: 1.0590 2020-07-23 11:45:30,123 - mmaction - INFO - Epoch [85][940/940] lr: 4.542e-01, eta: 1 day, 17:24:44, time: 0.615, data_time: 0.003, memory: 9444, top1_acc: 0.2719, top5_acc: 0.5203, loss_cls: 3.4056, loss: 3.4056, grad_norm: 1.0608 2020-07-23 11:48:19,663 - mmaction - INFO - Epoch [86][20/940] lr: 4.511e-01, eta: 1 day, 17:29:14, time: 8.103, data_time: 7.328, memory: 9444, top1_acc: 0.2832, top5_acc: 0.5336, loss_cls: 3.3309, loss: 3.3309, grad_norm: 1.0719 2020-07-23 11:48:33,448 - mmaction - INFO - Epoch [86][40/940] lr: 4.511e-01, eta: 1 day, 17:28:46, time: 0.690, data_time: 0.019, memory: 9444, top1_acc: 0.2859, top5_acc: 0.5404, loss_cls: 3.2660, loss: 3.2660, grad_norm: 1.0707 2020-07-23 11:48:46,804 - mmaction - INFO - Epoch [86][60/940] lr: 4.511e-01, eta: 1 day, 17:28:17, time: 0.667, data_time: 0.002, memory: 9444, top1_acc: 0.2867, top5_acc: 0.5342, loss_cls: 3.3151, loss: 3.3151, grad_norm: 1.0617 2020-07-23 11:48:59,677 - mmaction - INFO - Epoch [86][80/940] lr: 4.511e-01, eta: 1 day, 17:27:47, time: 0.644, data_time: 0.002, memory: 9444, top1_acc: 0.2912, top5_acc: 0.5342, loss_cls: 3.3235, loss: 3.3235, grad_norm: 1.0414 2020-07-23 11:49:13,345 - mmaction - INFO - Epoch [86][100/940] lr: 4.511e-01, eta: 1 day, 17:27:19, time: 0.683, data_time: 0.002, memory: 9444, top1_acc: 0.2852, top5_acc: 0.5424, loss_cls: 3.2887, loss: 3.2887, grad_norm: 1.0680 2020-07-23 11:49:27,088 - mmaction - INFO - Epoch [86][120/940] lr: 4.511e-01, eta: 1 day, 17:26:50, time: 0.687, data_time: 0.002, memory: 9444, top1_acc: 0.2832, top5_acc: 0.5365, loss_cls: 3.2941, loss: 3.2941, grad_norm: 1.0663 2020-07-23 11:49:39,882 - mmaction - INFO - Epoch [86][140/940] lr: 4.511e-01, eta: 1 day, 17:26:20, time: 0.640, data_time: 0.002, memory: 9444, top1_acc: 0.2891, top5_acc: 0.5412, loss_cls: 3.2864, loss: 3.2864, grad_norm: 1.0636 2020-07-23 11:49:53,615 - mmaction - INFO - Epoch [86][160/940] lr: 4.511e-01, eta: 1 day, 17:25:52, time: 0.687, data_time: 0.003, memory: 9444, top1_acc: 0.2916, top5_acc: 0.5455, loss_cls: 3.2936, loss: 3.2936, grad_norm: 1.0727 2020-07-23 11:50:07,038 - mmaction - INFO - Epoch [86][180/940] lr: 4.511e-01, eta: 1 day, 17:25:23, time: 0.671, data_time: 0.003, memory: 9444, top1_acc: 0.2828, top5_acc: 0.5383, loss_cls: 3.3111, loss: 3.3111, grad_norm: 1.0820 2020-07-23 11:50:22,472 - mmaction - INFO - Epoch [86][200/940] lr: 4.511e-01, eta: 1 day, 17:24:58, time: 0.772, data_time: 0.003, memory: 9444, top1_acc: 0.2811, top5_acc: 0.5328, loss_cls: 3.3602, loss: 3.3602, grad_norm: 1.0521 2020-07-23 11:50:35,816 - mmaction - INFO - Epoch [86][220/940] lr: 4.511e-01, eta: 1 day, 17:24:29, time: 0.667, data_time: 0.002, memory: 9444, top1_acc: 0.2879, top5_acc: 0.5395, loss_cls: 3.2876, loss: 3.2876, grad_norm: 1.0655 2020-07-23 11:50:52,227 - mmaction - INFO - Epoch [86][240/940] lr: 4.511e-01, eta: 1 day, 17:24:06, time: 0.820, data_time: 0.004, memory: 9444, top1_acc: 0.2842, top5_acc: 0.5365, loss_cls: 3.3259, loss: 3.3259, grad_norm: 1.0649 2020-07-23 11:51:05,137 - mmaction - INFO - Epoch [86][260/940] lr: 4.511e-01, eta: 1 day, 17:23:36, time: 0.646, data_time: 0.003, memory: 9444, top1_acc: 0.2816, top5_acc: 0.5385, loss_cls: 3.3197, loss: 3.3197, grad_norm: 1.0749 2020-07-23 11:51:18,779 - mmaction - INFO - Epoch [86][280/940] lr: 4.511e-01, eta: 1 day, 17:23:08, time: 0.682, data_time: 0.003, memory: 9444, top1_acc: 0.2936, top5_acc: 0.5422, loss_cls: 3.3036, loss: 3.3036, grad_norm: 1.0549 2020-07-23 11:51:31,652 - mmaction - INFO - Epoch [86][300/940] lr: 4.511e-01, eta: 1 day, 17:22:38, time: 0.643, data_time: 0.002, memory: 9444, top1_acc: 0.2850, top5_acc: 0.5283, loss_cls: 3.3348, loss: 3.3348, grad_norm: 1.0755 2020-07-23 11:51:45,183 - mmaction - INFO - Epoch [86][320/940] lr: 4.511e-01, eta: 1 day, 17:22:09, time: 0.677, data_time: 0.003, memory: 9444, top1_acc: 0.2955, top5_acc: 0.5523, loss_cls: 3.2609, loss: 3.2609, grad_norm: 1.0797 2020-07-23 11:51:57,959 - mmaction - INFO - Epoch [86][340/940] lr: 4.511e-01, eta: 1 day, 17:21:39, time: 0.639, data_time: 0.003, memory: 9444, top1_acc: 0.2939, top5_acc: 0.5447, loss_cls: 3.2862, loss: 3.2862, grad_norm: 1.0605 2020-07-23 11:52:12,022 - mmaction - INFO - Epoch [86][360/940] lr: 4.511e-01, eta: 1 day, 17:21:11, time: 0.703, data_time: 0.002, memory: 9444, top1_acc: 0.2883, top5_acc: 0.5416, loss_cls: 3.3256, loss: 3.3256, grad_norm: 1.0513 2020-07-23 11:52:25,400 - mmaction - INFO - Epoch [86][380/940] lr: 4.511e-01, eta: 1 day, 17:20:43, time: 0.669, data_time: 0.003, memory: 9444, top1_acc: 0.2889, top5_acc: 0.5461, loss_cls: 3.2930, loss: 3.2930, grad_norm: 1.0663 2020-07-23 11:52:38,320 - mmaction - INFO - Epoch [86][400/940] lr: 4.511e-01, eta: 1 day, 17:20:13, time: 0.646, data_time: 0.002, memory: 9444, top1_acc: 0.2842, top5_acc: 0.5314, loss_cls: 3.3117, loss: 3.3117, grad_norm: 1.0939 2020-07-23 11:52:51,636 - mmaction - INFO - Epoch [86][420/940] lr: 4.511e-01, eta: 1 day, 17:19:44, time: 0.666, data_time: 0.002, memory: 9444, top1_acc: 0.2811, top5_acc: 0.5379, loss_cls: 3.3429, loss: 3.3429, grad_norm: 1.0686 2020-07-23 11:53:04,829 - mmaction - INFO - Epoch [86][440/940] lr: 4.511e-01, eta: 1 day, 17:19:14, time: 0.659, data_time: 0.002, memory: 9444, top1_acc: 0.2840, top5_acc: 0.5398, loss_cls: 3.3298, loss: 3.3298, grad_norm: 1.0737 2020-07-23 11:53:18,320 - mmaction - INFO - Epoch [86][460/940] lr: 4.511e-01, eta: 1 day, 17:18:46, time: 0.676, data_time: 0.003, memory: 9444, top1_acc: 0.2957, top5_acc: 0.5426, loss_cls: 3.2737, loss: 3.2737, grad_norm: 1.0660 2020-07-23 11:53:32,505 - mmaction - INFO - Epoch [86][480/940] lr: 4.511e-01, eta: 1 day, 17:18:18, time: 0.707, data_time: 0.001, memory: 9444, top1_acc: 0.2836, top5_acc: 0.5361, loss_cls: 3.3334, loss: 3.3334, grad_norm: 1.0780 2020-07-23 11:53:45,445 - mmaction - INFO - Epoch [86][500/940] lr: 4.511e-01, eta: 1 day, 17:17:49, time: 0.648, data_time: 0.003, memory: 9444, top1_acc: 0.2922, top5_acc: 0.5385, loss_cls: 3.2963, loss: 3.2963, grad_norm: 1.0771 2020-07-23 11:53:58,970 - mmaction - INFO - Epoch [86][520/940] lr: 4.511e-01, eta: 1 day, 17:17:20, time: 0.676, data_time: 0.002, memory: 9444, top1_acc: 0.2816, top5_acc: 0.5430, loss_cls: 3.2941, loss: 3.2941, grad_norm: 1.0897 2020-07-23 11:54:12,392 - mmaction - INFO - Epoch [86][540/940] lr: 4.511e-01, eta: 1 day, 17:16:51, time: 0.672, data_time: 0.002, memory: 9444, top1_acc: 0.2879, top5_acc: 0.5391, loss_cls: 3.3037, loss: 3.3037, grad_norm: 1.0826 2020-07-23 11:54:25,936 - mmaction - INFO - Epoch [86][560/940] lr: 4.511e-01, eta: 1 day, 17:16:23, time: 0.677, data_time: 0.002, memory: 9444, top1_acc: 0.2877, top5_acc: 0.5420, loss_cls: 3.2926, loss: 3.2926, grad_norm: 1.0728 2020-07-23 11:54:39,426 - mmaction - INFO - Epoch [86][580/940] lr: 4.511e-01, eta: 1 day, 17:15:54, time: 0.674, data_time: 0.002, memory: 9444, top1_acc: 0.2861, top5_acc: 0.5354, loss_cls: 3.3246, loss: 3.3246, grad_norm: 1.0915 2020-07-23 11:54:52,654 - mmaction - INFO - Epoch [86][600/940] lr: 4.511e-01, eta: 1 day, 17:15:25, time: 0.662, data_time: 0.003, memory: 9444, top1_acc: 0.2807, top5_acc: 0.5330, loss_cls: 3.3635, loss: 3.3635, grad_norm: 1.0427 2020-07-23 11:55:06,367 - mmaction - INFO - Epoch [86][620/940] lr: 4.511e-01, eta: 1 day, 17:14:57, time: 0.685, data_time: 0.002, memory: 9444, top1_acc: 0.2895, top5_acc: 0.5426, loss_cls: 3.3271, loss: 3.3271, grad_norm: 1.0709 2020-07-23 11:55:19,418 - mmaction - INFO - Epoch [86][640/940] lr: 4.511e-01, eta: 1 day, 17:14:27, time: 0.653, data_time: 0.003, memory: 9444, top1_acc: 0.2871, top5_acc: 0.5316, loss_cls: 3.3501, loss: 3.3501, grad_norm: 1.0621 2020-07-23 11:55:33,146 - mmaction - INFO - Epoch [86][660/940] lr: 4.511e-01, eta: 1 day, 17:13:59, time: 0.687, data_time: 0.002, memory: 9444, top1_acc: 0.2766, top5_acc: 0.5240, loss_cls: 3.3811, loss: 3.3811, grad_norm: 1.0841 2020-07-23 11:55:46,243 - mmaction - INFO - Epoch [86][680/940] lr: 4.511e-01, eta: 1 day, 17:13:30, time: 0.655, data_time: 0.002, memory: 9444, top1_acc: 0.2822, top5_acc: 0.5314, loss_cls: 3.3429, loss: 3.3429, grad_norm: 1.0554 2020-07-23 11:55:59,691 - mmaction - INFO - Epoch [86][700/940] lr: 4.511e-01, eta: 1 day, 17:13:01, time: 0.672, data_time: 0.002, memory: 9444, top1_acc: 0.2879, top5_acc: 0.5375, loss_cls: 3.3052, loss: 3.3052, grad_norm: 1.0717 2020-07-23 11:56:13,068 - mmaction - INFO - Epoch [86][720/940] lr: 4.511e-01, eta: 1 day, 17:12:32, time: 0.669, data_time: 0.002, memory: 9444, top1_acc: 0.2924, top5_acc: 0.5393, loss_cls: 3.2843, loss: 3.2843, grad_norm: 1.0687 2020-07-23 11:56:26,700 - mmaction - INFO - Epoch [86][740/940] lr: 4.511e-01, eta: 1 day, 17:12:04, time: 0.681, data_time: 0.002, memory: 9444, top1_acc: 0.2896, top5_acc: 0.5252, loss_cls: 3.3460, loss: 3.3460, grad_norm: 1.0575 2020-07-23 11:56:40,180 - mmaction - INFO - Epoch [86][760/940] lr: 4.511e-01, eta: 1 day, 17:11:36, time: 0.675, data_time: 0.003, memory: 9444, top1_acc: 0.2787, top5_acc: 0.5314, loss_cls: 3.3326, loss: 3.3326, grad_norm: 1.0771 2020-07-23 11:56:54,434 - mmaction - INFO - Epoch [86][780/940] lr: 4.511e-01, eta: 1 day, 17:11:09, time: 0.713, data_time: 0.002, memory: 9444, top1_acc: 0.2912, top5_acc: 0.5432, loss_cls: 3.3002, loss: 3.3002, grad_norm: 1.0514 2020-07-23 11:57:07,441 - mmaction - INFO - Epoch [86][800/940] lr: 4.511e-01, eta: 1 day, 17:10:39, time: 0.650, data_time: 0.001, memory: 9444, top1_acc: 0.2736, top5_acc: 0.5250, loss_cls: 3.3830, loss: 3.3830, grad_norm: 1.0631 2020-07-23 11:57:21,406 - mmaction - INFO - Epoch [86][820/940] lr: 4.511e-01, eta: 1 day, 17:10:11, time: 0.698, data_time: 0.004, memory: 9444, top1_acc: 0.2877, top5_acc: 0.5393, loss_cls: 3.3016, loss: 3.3016, grad_norm: 1.0404 2020-07-23 11:57:35,397 - mmaction - INFO - Epoch [86][840/940] lr: 4.511e-01, eta: 1 day, 17:09:44, time: 0.700, data_time: 0.003, memory: 9444, top1_acc: 0.2844, top5_acc: 0.5330, loss_cls: 3.3285, loss: 3.3285, grad_norm: 1.0679 2020-07-23 11:57:48,393 - mmaction - INFO - Epoch [86][860/940] lr: 4.511e-01, eta: 1 day, 17:09:14, time: 0.650, data_time: 0.003, memory: 9444, top1_acc: 0.2807, top5_acc: 0.5291, loss_cls: 3.3419, loss: 3.3419, grad_norm: 1.0810 2020-07-23 11:58:02,492 - mmaction - INFO - Epoch [86][880/940] lr: 4.511e-01, eta: 1 day, 17:08:47, time: 0.706, data_time: 0.002, memory: 9444, top1_acc: 0.2814, top5_acc: 0.5277, loss_cls: 3.3504, loss: 3.3504, grad_norm: 1.0856 2020-07-23 11:58:16,446 - mmaction - INFO - Epoch [86][900/940] lr: 4.511e-01, eta: 1 day, 17:08:20, time: 0.697, data_time: 0.001, memory: 9444, top1_acc: 0.2961, top5_acc: 0.5283, loss_cls: 3.3181, loss: 3.3181, grad_norm: 1.0558 2020-07-23 11:58:29,523 - mmaction - INFO - Epoch [86][920/940] lr: 4.511e-01, eta: 1 day, 17:07:50, time: 0.654, data_time: 0.002, memory: 9444, top1_acc: 0.2920, top5_acc: 0.5437, loss_cls: 3.2844, loss: 3.2844, grad_norm: 1.0653 2020-07-23 11:58:42,288 - mmaction - INFO - Epoch [86][940/940] lr: 4.511e-01, eta: 1 day, 17:07:20, time: 0.638, data_time: 0.001, memory: 9444, top1_acc: 0.2946, top5_acc: 0.5351, loss_cls: 3.3338, loss: 3.3338, grad_norm: 1.0825 2020-07-23 12:01:59,847 - mmaction - INFO - Epoch [87][20/940] lr: 4.479e-01, eta: 1 day, 17:12:36, time: 9.373, data_time: 8.473, memory: 9444, top1_acc: 0.2889, top5_acc: 0.5367, loss_cls: 3.3140, loss: 3.3140, grad_norm: 1.0838 2020-07-23 12:02:13,417 - mmaction - INFO - Epoch [87][40/940] lr: 4.479e-01, eta: 1 day, 17:12:07, time: 0.680, data_time: 0.004, memory: 9444, top1_acc: 0.2850, top5_acc: 0.5309, loss_cls: 3.3165, loss: 3.3165, grad_norm: 1.0539 2020-07-23 12:02:28,411 - mmaction - INFO - Epoch [87][60/940] lr: 4.479e-01, eta: 1 day, 17:11:42, time: 0.749, data_time: 0.002, memory: 9444, top1_acc: 0.2777, top5_acc: 0.5340, loss_cls: 3.3513, loss: 3.3513, grad_norm: 1.0765 2020-07-23 12:02:41,986 - mmaction - INFO - Epoch [87][80/940] lr: 4.479e-01, eta: 1 day, 17:11:13, time: 0.678, data_time: 0.003, memory: 9444, top1_acc: 0.2926, top5_acc: 0.5381, loss_cls: 3.3170, loss: 3.3170, grad_norm: 1.0662 2020-07-23 12:02:55,016 - mmaction - INFO - Epoch [87][100/940] lr: 4.479e-01, eta: 1 day, 17:10:44, time: 0.653, data_time: 0.003, memory: 9444, top1_acc: 0.2977, top5_acc: 0.5410, loss_cls: 3.2439, loss: 3.2439, grad_norm: 1.0810 2020-07-23 12:03:08,322 - mmaction - INFO - Epoch [87][120/940] lr: 4.479e-01, eta: 1 day, 17:10:15, time: 0.664, data_time: 0.002, memory: 9444, top1_acc: 0.2830, top5_acc: 0.5244, loss_cls: 3.3663, loss: 3.3663, grad_norm: 1.0890 2020-07-23 12:03:21,839 - mmaction - INFO - Epoch [87][140/940] lr: 4.479e-01, eta: 1 day, 17:09:46, time: 0.677, data_time: 0.003, memory: 9444, top1_acc: 0.2889, top5_acc: 0.5441, loss_cls: 3.2988, loss: 3.2988, grad_norm: 1.0511 2020-07-23 12:03:35,931 - mmaction - INFO - Epoch [87][160/940] lr: 4.479e-01, eta: 1 day, 17:09:19, time: 0.705, data_time: 0.002, memory: 9444, top1_acc: 0.2859, top5_acc: 0.5320, loss_cls: 3.3099, loss: 3.3099, grad_norm: 1.0663 2020-07-23 12:03:49,654 - mmaction - INFO - Epoch [87][180/940] lr: 4.479e-01, eta: 1 day, 17:08:51, time: 0.685, data_time: 0.001, memory: 9444, top1_acc: 0.2824, top5_acc: 0.5373, loss_cls: 3.3517, loss: 3.3517, grad_norm: 1.0715 2020-07-23 12:04:03,832 - mmaction - INFO - Epoch [87][200/940] lr: 4.479e-01, eta: 1 day, 17:08:24, time: 0.709, data_time: 0.003, memory: 9444, top1_acc: 0.2912, top5_acc: 0.5488, loss_cls: 3.3009, loss: 3.3009, grad_norm: 1.0660 2020-07-23 12:04:17,305 - mmaction - INFO - Epoch [87][220/940] lr: 4.479e-01, eta: 1 day, 17:07:55, time: 0.673, data_time: 0.002, memory: 9444, top1_acc: 0.2926, top5_acc: 0.5418, loss_cls: 3.2736, loss: 3.2736, grad_norm: 1.0645 2020-07-23 12:04:30,341 - mmaction - INFO - Epoch [87][240/940] lr: 4.479e-01, eta: 1 day, 17:07:26, time: 0.652, data_time: 0.003, memory: 9444, top1_acc: 0.2918, top5_acc: 0.5430, loss_cls: 3.2965, loss: 3.2965, grad_norm: 1.0874 2020-07-23 12:04:43,989 - mmaction - INFO - Epoch [87][260/940] lr: 4.479e-01, eta: 1 day, 17:06:57, time: 0.682, data_time: 0.002, memory: 9444, top1_acc: 0.2930, top5_acc: 0.5428, loss_cls: 3.2764, loss: 3.2764, grad_norm: 1.0664 2020-07-23 12:04:57,535 - mmaction - INFO - Epoch [87][280/940] lr: 4.479e-01, eta: 1 day, 17:06:29, time: 0.676, data_time: 0.003, memory: 9444, top1_acc: 0.2889, top5_acc: 0.5381, loss_cls: 3.3205, loss: 3.3205, grad_norm: 1.0833 2020-07-23 12:05:11,127 - mmaction - INFO - Epoch [87][300/940] lr: 4.479e-01, eta: 1 day, 17:06:01, time: 0.681, data_time: 0.004, memory: 9444, top1_acc: 0.2963, top5_acc: 0.5389, loss_cls: 3.2647, loss: 3.2647, grad_norm: 1.0769 2020-07-23 12:05:24,807 - mmaction - INFO - Epoch [87][320/940] lr: 4.479e-01, eta: 1 day, 17:05:33, time: 0.685, data_time: 0.002, memory: 9444, top1_acc: 0.2902, top5_acc: 0.5266, loss_cls: 3.3080, loss: 3.3080, grad_norm: 1.0839 2020-07-23 12:05:38,421 - mmaction - INFO - Epoch [87][340/940] lr: 4.479e-01, eta: 1 day, 17:05:04, time: 0.680, data_time: 0.002, memory: 9444, top1_acc: 0.2982, top5_acc: 0.5414, loss_cls: 3.2830, loss: 3.2830, grad_norm: 1.0853 2020-07-23 12:05:51,386 - mmaction - INFO - Epoch [87][360/940] lr: 4.479e-01, eta: 1 day, 17:04:35, time: 0.648, data_time: 0.003, memory: 9444, top1_acc: 0.2873, top5_acc: 0.5277, loss_cls: 3.3276, loss: 3.3276, grad_norm: 1.0864 2020-07-23 12:06:04,951 - mmaction - INFO - Epoch [87][380/940] lr: 4.479e-01, eta: 1 day, 17:04:06, time: 0.677, data_time: 0.003, memory: 9444, top1_acc: 0.2785, top5_acc: 0.5373, loss_cls: 3.3277, loss: 3.3277, grad_norm: 1.0800 2020-07-23 12:06:18,573 - mmaction - INFO - Epoch [87][400/940] lr: 4.479e-01, eta: 1 day, 17:03:38, time: 0.682, data_time: 0.029, memory: 9444, top1_acc: 0.2867, top5_acc: 0.5383, loss_cls: 3.3101, loss: 3.3101, grad_norm: 1.1046 2020-07-23 12:06:32,676 - mmaction - INFO - Epoch [87][420/940] lr: 4.479e-01, eta: 1 day, 17:03:11, time: 0.704, data_time: 0.002, memory: 9444, top1_acc: 0.2922, top5_acc: 0.5404, loss_cls: 3.3074, loss: 3.3074, grad_norm: 1.0615 2020-07-23 12:06:46,044 - mmaction - INFO - Epoch [87][440/940] lr: 4.479e-01, eta: 1 day, 17:02:42, time: 0.669, data_time: 0.004, memory: 9444, top1_acc: 0.2865, top5_acc: 0.5367, loss_cls: 3.3065, loss: 3.3065, grad_norm: 1.0745 2020-07-23 12:06:59,150 - mmaction - INFO - Epoch [87][460/940] lr: 4.479e-01, eta: 1 day, 17:02:13, time: 0.655, data_time: 0.002, memory: 9444, top1_acc: 0.2891, top5_acc: 0.5406, loss_cls: 3.3207, loss: 3.3207, grad_norm: 1.0615 2020-07-23 12:07:12,739 - mmaction - INFO - Epoch [87][480/940] lr: 4.479e-01, eta: 1 day, 17:01:45, time: 0.680, data_time: 0.002, memory: 9444, top1_acc: 0.2752, top5_acc: 0.5264, loss_cls: 3.3216, loss: 3.3216, grad_norm: 1.0650 2020-07-23 12:07:26,577 - mmaction - INFO - Epoch [87][500/940] lr: 4.479e-01, eta: 1 day, 17:01:17, time: 0.692, data_time: 0.004, memory: 9444, top1_acc: 0.2857, top5_acc: 0.5352, loss_cls: 3.2900, loss: 3.2900, grad_norm: 1.0673 2020-07-23 12:07:40,833 - mmaction - INFO - Epoch [87][520/940] lr: 4.479e-01, eta: 1 day, 17:00:50, time: 0.712, data_time: 0.002, memory: 9444, top1_acc: 0.2893, top5_acc: 0.5445, loss_cls: 3.3121, loss: 3.3121, grad_norm: 1.0530 2020-07-23 12:08:01,283 - mmaction - INFO - Epoch [87][540/940] lr: 4.479e-01, eta: 1 day, 17:00:35, time: 1.023, data_time: 0.002, memory: 9444, top1_acc: 0.2822, top5_acc: 0.5439, loss_cls: 3.3195, loss: 3.3195, grad_norm: 1.0727 2020-07-23 12:08:15,242 - mmaction - INFO - Epoch [87][560/940] lr: 4.479e-01, eta: 1 day, 17:00:08, time: 0.697, data_time: 0.003, memory: 9444, top1_acc: 0.2877, top5_acc: 0.5406, loss_cls: 3.3184, loss: 3.3184, grad_norm: 1.0882 2020-07-23 12:08:29,363 - mmaction - INFO - Epoch [87][580/940] lr: 4.479e-01, eta: 1 day, 16:59:41, time: 0.707, data_time: 0.003, memory: 9444, top1_acc: 0.2898, top5_acc: 0.5363, loss_cls: 3.3316, loss: 3.3316, grad_norm: 1.0488 2020-07-23 12:08:43,044 - mmaction - INFO - Epoch [87][600/940] lr: 4.479e-01, eta: 1 day, 16:59:13, time: 0.683, data_time: 0.002, memory: 9444, top1_acc: 0.2969, top5_acc: 0.5424, loss_cls: 3.2980, loss: 3.2980, grad_norm: 1.1016 2020-07-23 12:08:55,909 - mmaction - INFO - Epoch [87][620/940] lr: 4.479e-01, eta: 1 day, 16:58:43, time: 0.645, data_time: 0.003, memory: 9444, top1_acc: 0.2803, top5_acc: 0.5338, loss_cls: 3.3567, loss: 3.3567, grad_norm: 1.0991 2020-07-23 12:09:09,309 - mmaction - INFO - Epoch [87][640/940] lr: 4.479e-01, eta: 1 day, 16:58:14, time: 0.670, data_time: 0.002, memory: 9444, top1_acc: 0.2816, top5_acc: 0.5334, loss_cls: 3.3438, loss: 3.3438, grad_norm: 1.0819 2020-07-23 12:09:22,998 - mmaction - INFO - Epoch [87][660/940] lr: 4.479e-01, eta: 1 day, 16:57:46, time: 0.684, data_time: 0.002, memory: 9444, top1_acc: 0.2865, top5_acc: 0.5352, loss_cls: 3.3115, loss: 3.3115, grad_norm: 1.0911 2020-07-23 12:09:36,931 - mmaction - INFO - Epoch [87][680/940] lr: 4.479e-01, eta: 1 day, 16:57:19, time: 0.697, data_time: 0.002, memory: 9444, top1_acc: 0.2896, top5_acc: 0.5414, loss_cls: 3.2977, loss: 3.2977, grad_norm: 1.0787 2020-07-23 12:09:50,301 - mmaction - INFO - Epoch [87][700/940] lr: 4.479e-01, eta: 1 day, 16:56:50, time: 0.668, data_time: 0.002, memory: 9444, top1_acc: 0.2719, top5_acc: 0.5346, loss_cls: 3.3552, loss: 3.3552, grad_norm: 1.0794 2020-07-23 12:10:03,873 - mmaction - INFO - Epoch [87][720/940] lr: 4.479e-01, eta: 1 day, 16:56:22, time: 0.679, data_time: 0.002, memory: 9444, top1_acc: 0.2807, top5_acc: 0.5342, loss_cls: 3.3187, loss: 3.3187, grad_norm: 1.0610 2020-07-23 12:10:17,364 - mmaction - INFO - Epoch [87][740/940] lr: 4.479e-01, eta: 1 day, 16:55:54, time: 0.675, data_time: 0.003, memory: 9444, top1_acc: 0.2967, top5_acc: 0.5406, loss_cls: 3.2800, loss: 3.2800, grad_norm: 1.0799 2020-07-23 12:10:31,919 - mmaction - INFO - Epoch [87][760/940] lr: 4.479e-01, eta: 1 day, 16:55:27, time: 0.725, data_time: 0.002, memory: 9444, top1_acc: 0.2883, top5_acc: 0.5293, loss_cls: 3.3752, loss: 3.3752, grad_norm: 1.0839 2020-07-23 12:10:45,548 - mmaction - INFO - Epoch [87][780/940] lr: 4.479e-01, eta: 1 day, 16:54:59, time: 0.684, data_time: 0.005, memory: 9444, top1_acc: 0.3004, top5_acc: 0.5439, loss_cls: 3.2582, loss: 3.2582, grad_norm: 1.0739 2020-07-23 12:10:58,639 - mmaction - INFO - Epoch [87][800/940] lr: 4.479e-01, eta: 1 day, 16:54:30, time: 0.654, data_time: 0.002, memory: 9444, top1_acc: 0.2916, top5_acc: 0.5309, loss_cls: 3.3297, loss: 3.3297, grad_norm: 1.0764 2020-07-23 12:11:12,464 - mmaction - INFO - Epoch [87][820/940] lr: 4.479e-01, eta: 1 day, 16:54:03, time: 0.692, data_time: 0.003, memory: 9444, top1_acc: 0.2883, top5_acc: 0.5479, loss_cls: 3.3100, loss: 3.3100, grad_norm: 1.0639 2020-07-23 12:11:26,144 - mmaction - INFO - Epoch [87][840/940] lr: 4.479e-01, eta: 1 day, 16:53:35, time: 0.684, data_time: 0.002, memory: 9444, top1_acc: 0.2877, top5_acc: 0.5318, loss_cls: 3.3406, loss: 3.3406, grad_norm: 1.0739 2020-07-23 12:11:40,218 - mmaction - INFO - Epoch [87][860/940] lr: 4.479e-01, eta: 1 day, 16:53:07, time: 0.703, data_time: 0.002, memory: 9444, top1_acc: 0.2936, top5_acc: 0.5457, loss_cls: 3.2572, loss: 3.2572, grad_norm: 1.0927 2020-07-23 12:11:53,735 - mmaction - INFO - Epoch [87][880/940] lr: 4.479e-01, eta: 1 day, 16:52:39, time: 0.677, data_time: 0.003, memory: 9444, top1_acc: 0.2852, top5_acc: 0.5309, loss_cls: 3.3435, loss: 3.3435, grad_norm: 1.0701 2020-07-23 12:12:06,692 - mmaction - INFO - Epoch [87][900/940] lr: 4.479e-01, eta: 1 day, 16:52:10, time: 0.647, data_time: 0.003, memory: 9444, top1_acc: 0.2852, top5_acc: 0.5355, loss_cls: 3.3607, loss: 3.3607, grad_norm: 1.0787 2020-07-23 12:12:20,205 - mmaction - INFO - Epoch [87][920/940] lr: 4.479e-01, eta: 1 day, 16:51:42, time: 0.676, data_time: 0.004, memory: 9444, top1_acc: 0.2975, top5_acc: 0.5434, loss_cls: 3.2517, loss: 3.2517, grad_norm: 1.0744 2020-07-23 12:12:33,156 - mmaction - INFO - Epoch [87][940/940] lr: 4.479e-01, eta: 1 day, 16:51:12, time: 0.649, data_time: 0.003, memory: 9444, top1_acc: 0.2855, top5_acc: 0.5233, loss_cls: 3.3543, loss: 3.3543, grad_norm: 1.0879 2020-07-23 12:16:08,803 - mmaction - INFO - Epoch [88][20/940] lr: 4.447e-01, eta: 1 day, 16:56:50, time: 10.091, data_time: 8.210, memory: 9444, top1_acc: 0.2791, top5_acc: 0.5268, loss_cls: 3.3525, loss: 3.3525, grad_norm: 1.0578 2020-07-23 12:16:21,865 - mmaction - INFO - Epoch [88][40/940] lr: 4.447e-01, eta: 1 day, 16:56:21, time: 0.655, data_time: 0.004, memory: 9444, top1_acc: 0.2951, top5_acc: 0.5406, loss_cls: 3.2736, loss: 3.2736, grad_norm: 1.0777 2020-07-23 12:16:36,077 - mmaction - INFO - Epoch [88][60/940] lr: 4.447e-01, eta: 1 day, 16:55:54, time: 0.709, data_time: 0.003, memory: 9444, top1_acc: 0.2996, top5_acc: 0.5398, loss_cls: 3.2730, loss: 3.2730, grad_norm: 1.0703 2020-07-23 12:16:49,725 - mmaction - INFO - Epoch [88][80/940] lr: 4.447e-01, eta: 1 day, 16:55:26, time: 0.683, data_time: 0.003, memory: 9444, top1_acc: 0.2883, top5_acc: 0.5361, loss_cls: 3.3016, loss: 3.3016, grad_norm: 1.0770 2020-07-23 12:17:02,632 - mmaction - INFO - Epoch [88][100/940] lr: 4.447e-01, eta: 1 day, 16:54:56, time: 0.646, data_time: 0.002, memory: 9444, top1_acc: 0.2895, top5_acc: 0.5422, loss_cls: 3.2681, loss: 3.2681, grad_norm: 1.0555 2020-07-23 12:17:15,494 - mmaction - INFO - Epoch [88][120/940] lr: 4.447e-01, eta: 1 day, 16:54:26, time: 0.642, data_time: 0.001, memory: 9444, top1_acc: 0.2844, top5_acc: 0.5340, loss_cls: 3.3116, loss: 3.3116, grad_norm: 1.0874 2020-07-23 12:17:29,797 - mmaction - INFO - Epoch [88][140/940] lr: 4.447e-01, eta: 1 day, 16:54:00, time: 0.715, data_time: 0.003, memory: 9444, top1_acc: 0.2816, top5_acc: 0.5260, loss_cls: 3.3592, loss: 3.3592, grad_norm: 1.0825 2020-07-23 12:17:43,124 - mmaction - INFO - Epoch [88][160/940] lr: 4.447e-01, eta: 1 day, 16:53:31, time: 0.666, data_time: 0.003, memory: 9444, top1_acc: 0.2867, top5_acc: 0.5348, loss_cls: 3.3301, loss: 3.3301, grad_norm: 1.0891 2020-07-23 12:17:56,249 - mmaction - INFO - Epoch [88][180/940] lr: 4.447e-01, eta: 1 day, 16:53:02, time: 0.655, data_time: 0.003, memory: 9444, top1_acc: 0.2967, top5_acc: 0.5592, loss_cls: 3.2568, loss: 3.2568, grad_norm: 1.0732 2020-07-23 12:18:10,261 - mmaction - INFO - Epoch [88][200/940] lr: 4.447e-01, eta: 1 day, 16:52:34, time: 0.700, data_time: 0.003, memory: 9444, top1_acc: 0.2889, top5_acc: 0.5377, loss_cls: 3.3139, loss: 3.3139, grad_norm: 1.0881 2020-07-23 12:18:24,082 - mmaction - INFO - Epoch [88][220/940] lr: 4.447e-01, eta: 1 day, 16:52:07, time: 0.692, data_time: 0.004, memory: 9444, top1_acc: 0.2881, top5_acc: 0.5486, loss_cls: 3.2962, loss: 3.2962, grad_norm: 1.0767 2020-07-23 12:18:37,272 - mmaction - INFO - Epoch [88][240/940] lr: 4.447e-01, eta: 1 day, 16:51:38, time: 0.659, data_time: 0.003, memory: 9444, top1_acc: 0.2844, top5_acc: 0.5287, loss_cls: 3.3565, loss: 3.3565, grad_norm: 1.0802 2020-07-23 12:18:51,214 - mmaction - INFO - Epoch [88][260/940] lr: 4.447e-01, eta: 1 day, 16:51:10, time: 0.699, data_time: 0.004, memory: 9444, top1_acc: 0.2951, top5_acc: 0.5400, loss_cls: 3.2973, loss: 3.2973, grad_norm: 1.0637 2020-07-23 12:19:04,986 - mmaction - INFO - Epoch [88][280/940] lr: 4.447e-01, eta: 1 day, 16:50:43, time: 0.688, data_time: 0.002, memory: 9444, top1_acc: 0.2928, top5_acc: 0.5363, loss_cls: 3.3420, loss: 3.3420, grad_norm: 1.0719 2020-07-23 12:19:18,606 - mmaction - INFO - Epoch [88][300/940] lr: 4.447e-01, eta: 1 day, 16:50:15, time: 0.681, data_time: 0.002, memory: 9444, top1_acc: 0.2807, top5_acc: 0.5359, loss_cls: 3.3507, loss: 3.3507, grad_norm: 1.0517 2020-07-23 12:19:31,477 - mmaction - INFO - Epoch [88][320/940] lr: 4.447e-01, eta: 1 day, 16:49:45, time: 0.642, data_time: 0.002, memory: 9444, top1_acc: 0.3000, top5_acc: 0.5529, loss_cls: 3.2556, loss: 3.2556, grad_norm: 1.0691 2020-07-23 12:19:45,671 - mmaction - INFO - Epoch [88][340/940] lr: 4.447e-01, eta: 1 day, 16:49:18, time: 0.711, data_time: 0.003, memory: 9444, top1_acc: 0.2863, top5_acc: 0.5484, loss_cls: 3.2589, loss: 3.2589, grad_norm: 1.0877 2020-07-23 12:19:59,999 - mmaction - INFO - Epoch [88][360/940] lr: 4.447e-01, eta: 1 day, 16:48:52, time: 0.717, data_time: 0.003, memory: 9444, top1_acc: 0.2812, top5_acc: 0.5406, loss_cls: 3.3315, loss: 3.3315, grad_norm: 1.0822 2020-07-23 12:20:13,638 - mmaction - INFO - Epoch [88][380/940] lr: 4.447e-01, eta: 1 day, 16:48:24, time: 0.682, data_time: 0.002, memory: 9444, top1_acc: 0.2982, top5_acc: 0.5439, loss_cls: 3.2593, loss: 3.2593, grad_norm: 1.0870 2020-07-23 12:20:26,641 - mmaction - INFO - Epoch [88][400/940] lr: 4.447e-01, eta: 1 day, 16:47:54, time: 0.649, data_time: 0.002, memory: 9444, top1_acc: 0.2932, top5_acc: 0.5381, loss_cls: 3.2895, loss: 3.2895, grad_norm: 1.0660 2020-07-23 12:20:40,166 - mmaction - INFO - Epoch [88][420/940] lr: 4.447e-01, eta: 1 day, 16:47:26, time: 0.676, data_time: 0.003, memory: 9444, top1_acc: 0.2826, top5_acc: 0.5396, loss_cls: 3.3219, loss: 3.3219, grad_norm: 1.0713 2020-07-23 12:20:53,131 - mmaction - INFO - Epoch [88][440/940] lr: 4.447e-01, eta: 1 day, 16:46:57, time: 0.648, data_time: 0.003, memory: 9444, top1_acc: 0.2893, top5_acc: 0.5477, loss_cls: 3.2930, loss: 3.2930, grad_norm: 1.0691 2020-07-23 12:21:06,575 - mmaction - INFO - Epoch [88][460/940] lr: 4.447e-01, eta: 1 day, 16:46:29, time: 0.672, data_time: 0.002, memory: 9444, top1_acc: 0.2848, top5_acc: 0.5381, loss_cls: 3.3144, loss: 3.3144, grad_norm: 1.0764 2020-07-23 12:21:20,255 - mmaction - INFO - Epoch [88][480/940] lr: 4.447e-01, eta: 1 day, 16:46:01, time: 0.685, data_time: 0.002, memory: 9444, top1_acc: 0.3016, top5_acc: 0.5457, loss_cls: 3.2557, loss: 3.2557, grad_norm: 1.0888 2020-07-23 12:21:33,272 - mmaction - INFO - Epoch [88][500/940] lr: 4.447e-01, eta: 1 day, 16:45:31, time: 0.650, data_time: 0.001, memory: 9444, top1_acc: 0.2926, top5_acc: 0.5371, loss_cls: 3.3019, loss: 3.3019, grad_norm: 1.1025 2020-07-23 12:21:46,786 - mmaction - INFO - Epoch [88][520/940] lr: 4.447e-01, eta: 1 day, 16:45:03, time: 0.675, data_time: 0.002, memory: 9444, top1_acc: 0.2896, top5_acc: 0.5311, loss_cls: 3.3395, loss: 3.3395, grad_norm: 1.1017 2020-07-23 12:22:00,369 - mmaction - INFO - Epoch [88][540/940] lr: 4.447e-01, eta: 1 day, 16:44:35, time: 0.680, data_time: 0.003, memory: 9444, top1_acc: 0.2852, top5_acc: 0.5473, loss_cls: 3.2983, loss: 3.2983, grad_norm: 1.0864 2020-07-23 12:22:13,275 - mmaction - INFO - Epoch [88][560/940] lr: 4.447e-01, eta: 1 day, 16:44:06, time: 0.644, data_time: 0.002, memory: 9444, top1_acc: 0.2869, top5_acc: 0.5270, loss_cls: 3.3439, loss: 3.3439, grad_norm: 1.0809 2020-07-23 12:22:26,854 - mmaction - INFO - Epoch [88][580/940] lr: 4.447e-01, eta: 1 day, 16:43:38, time: 0.680, data_time: 0.002, memory: 9444, top1_acc: 0.2803, top5_acc: 0.5383, loss_cls: 3.3121, loss: 3.3121, grad_norm: 1.0688 2020-07-23 12:22:40,235 - mmaction - INFO - Epoch [88][600/940] lr: 4.447e-01, eta: 1 day, 16:43:09, time: 0.669, data_time: 0.002, memory: 9444, top1_acc: 0.2988, top5_acc: 0.5434, loss_cls: 3.2691, loss: 3.2691, grad_norm: 1.0746 2020-07-23 12:22:53,990 - mmaction - INFO - Epoch [88][620/940] lr: 4.447e-01, eta: 1 day, 16:42:42, time: 0.687, data_time: 0.002, memory: 9444, top1_acc: 0.2891, top5_acc: 0.5455, loss_cls: 3.2628, loss: 3.2628, grad_norm: 1.0957 2020-07-23 12:23:07,272 - mmaction - INFO - Epoch [88][640/940] lr: 4.447e-01, eta: 1 day, 16:42:13, time: 0.664, data_time: 0.002, memory: 9444, top1_acc: 0.2748, top5_acc: 0.5162, loss_cls: 3.4186, loss: 3.4186, grad_norm: 1.0777 2020-07-23 12:23:20,995 - mmaction - INFO - Epoch [88][660/940] lr: 4.447e-01, eta: 1 day, 16:41:45, time: 0.687, data_time: 0.003, memory: 9444, top1_acc: 0.2867, top5_acc: 0.5365, loss_cls: 3.3194, loss: 3.3194, grad_norm: 1.0883 2020-07-23 12:23:34,643 - mmaction - INFO - Epoch [88][680/940] lr: 4.447e-01, eta: 1 day, 16:41:18, time: 0.682, data_time: 0.002, memory: 9444, top1_acc: 0.2900, top5_acc: 0.5270, loss_cls: 3.3302, loss: 3.3302, grad_norm: 1.0856 2020-07-23 12:23:47,796 - mmaction - INFO - Epoch [88][700/940] lr: 4.447e-01, eta: 1 day, 16:40:49, time: 0.658, data_time: 0.003, memory: 9444, top1_acc: 0.2863, top5_acc: 0.5363, loss_cls: 3.3365, loss: 3.3365, grad_norm: 1.0813 2020-07-23 12:24:01,292 - mmaction - INFO - Epoch [88][720/940] lr: 4.447e-01, eta: 1 day, 16:40:21, time: 0.675, data_time: 0.003, memory: 9444, top1_acc: 0.2797, top5_acc: 0.5387, loss_cls: 3.3200, loss: 3.3200, grad_norm: 1.0837 2020-07-23 12:24:15,215 - mmaction - INFO - Epoch [88][740/940] lr: 4.447e-01, eta: 1 day, 16:39:53, time: 0.696, data_time: 0.003, memory: 9444, top1_acc: 0.2797, top5_acc: 0.5303, loss_cls: 3.3337, loss: 3.3337, grad_norm: 1.0878 2020-07-23 12:24:29,045 - mmaction - INFO - Epoch [88][760/940] lr: 4.447e-01, eta: 1 day, 16:39:26, time: 0.692, data_time: 0.002, memory: 9444, top1_acc: 0.2949, top5_acc: 0.5350, loss_cls: 3.3384, loss: 3.3384, grad_norm: 1.0561 2020-07-23 12:24:43,140 - mmaction - INFO - Epoch [88][780/940] lr: 4.447e-01, eta: 1 day, 16:38:59, time: 0.705, data_time: 0.002, memory: 9444, top1_acc: 0.2865, top5_acc: 0.5396, loss_cls: 3.3188, loss: 3.3188, grad_norm: 1.0613 2020-07-23 12:24:56,903 - mmaction - INFO - Epoch [88][800/940] lr: 4.447e-01, eta: 1 day, 16:38:31, time: 0.688, data_time: 0.002, memory: 9444, top1_acc: 0.2898, top5_acc: 0.5430, loss_cls: 3.2636, loss: 3.2636, grad_norm: 1.0737 2020-07-23 12:25:09,822 - mmaction - INFO - Epoch [88][820/940] lr: 4.447e-01, eta: 1 day, 16:38:02, time: 0.647, data_time: 0.003, memory: 9444, top1_acc: 0.2908, top5_acc: 0.5406, loss_cls: 3.2926, loss: 3.2926, grad_norm: 1.0772 2020-07-23 12:25:23,619 - mmaction - INFO - Epoch [88][840/940] lr: 4.447e-01, eta: 1 day, 16:37:34, time: 0.683, data_time: 0.001, memory: 9444, top1_acc: 0.2926, top5_acc: 0.5258, loss_cls: 3.3286, loss: 3.3286, grad_norm: 1.0842 2020-07-23 12:25:37,173 - mmaction - INFO - Epoch [88][860/940] lr: 4.447e-01, eta: 1 day, 16:37:06, time: 0.685, data_time: 0.009, memory: 9444, top1_acc: 0.2723, top5_acc: 0.5279, loss_cls: 3.3425, loss: 3.3425, grad_norm: 1.0507 2020-07-23 12:25:50,173 - mmaction - INFO - Epoch [88][880/940] lr: 4.447e-01, eta: 1 day, 16:36:37, time: 0.650, data_time: 0.002, memory: 9444, top1_acc: 0.2865, top5_acc: 0.5348, loss_cls: 3.3352, loss: 3.3352, grad_norm: 1.0742 2020-07-23 12:26:03,252 - mmaction - INFO - Epoch [88][900/940] lr: 4.447e-01, eta: 1 day, 16:36:09, time: 0.653, data_time: 0.002, memory: 9444, top1_acc: 0.2820, top5_acc: 0.5305, loss_cls: 3.3408, loss: 3.3408, grad_norm: 1.0851 2020-07-23 12:26:17,568 - mmaction - INFO - Epoch [88][920/940] lr: 4.447e-01, eta: 1 day, 16:35:42, time: 0.716, data_time: 0.003, memory: 9444, top1_acc: 0.2879, top5_acc: 0.5344, loss_cls: 3.3077, loss: 3.3077, grad_norm: 1.0658 2020-07-23 12:26:30,009 - mmaction - INFO - Epoch [88][940/940] lr: 4.447e-01, eta: 1 day, 16:35:12, time: 0.623, data_time: 0.003, memory: 9444, top1_acc: 0.2900, top5_acc: 0.5408, loss_cls: 3.2965, loss: 3.2965, grad_norm: 1.0754 2020-07-23 12:26:39,732 - mmaction - INFO - Saving checkpoint at 88 epochs 2020-07-23 12:29:07,462 - mmaction - INFO - Epoch [89][20/940] lr: 4.414e-01, eta: 1 day, 16:38:59, time: 7.358, data_time: 6.481, memory: 9444, top1_acc: 0.2828, top5_acc: 0.5314, loss_cls: 3.3377, loss: 3.3377, grad_norm: 1.0675 2020-07-23 12:29:20,207 - mmaction - INFO - Epoch [89][40/940] lr: 4.414e-01, eta: 1 day, 16:38:29, time: 0.637, data_time: 0.002, memory: 9444, top1_acc: 0.2789, top5_acc: 0.5395, loss_cls: 3.2994, loss: 3.2994, grad_norm: 1.0702 2020-07-23 12:29:33,836 - mmaction - INFO - Epoch [89][60/940] lr: 4.414e-01, eta: 1 day, 16:38:02, time: 0.683, data_time: 0.003, memory: 9444, top1_acc: 0.2896, top5_acc: 0.5381, loss_cls: 3.2975, loss: 3.2975, grad_norm: 1.0885 2020-07-23 12:29:46,699 - mmaction - INFO - Epoch [89][80/940] lr: 4.414e-01, eta: 1 day, 16:37:32, time: 0.642, data_time: 0.002, memory: 9444, top1_acc: 0.2824, top5_acc: 0.5377, loss_cls: 3.3280, loss: 3.3280, grad_norm: 1.0913 2020-07-23 12:30:00,782 - mmaction - INFO - Epoch [89][100/940] lr: 4.414e-01, eta: 1 day, 16:37:05, time: 0.706, data_time: 0.003, memory: 9444, top1_acc: 0.2857, top5_acc: 0.5359, loss_cls: 3.3298, loss: 3.3298, grad_norm: 1.0727 2020-07-23 12:30:14,018 - mmaction - INFO - Epoch [89][120/940] lr: 4.414e-01, eta: 1 day, 16:36:36, time: 0.660, data_time: 0.001, memory: 9444, top1_acc: 0.2945, top5_acc: 0.5504, loss_cls: 3.2699, loss: 3.2699, grad_norm: 1.0805 2020-07-23 12:30:28,016 - mmaction - INFO - Epoch [89][140/940] lr: 4.414e-01, eta: 1 day, 16:36:09, time: 0.701, data_time: 0.003, memory: 9444, top1_acc: 0.2963, top5_acc: 0.5492, loss_cls: 3.2780, loss: 3.2780, grad_norm: 1.0781 2020-07-23 12:30:41,466 - mmaction - INFO - Epoch [89][160/940] lr: 4.414e-01, eta: 1 day, 16:35:41, time: 0.673, data_time: 0.002, memory: 9444, top1_acc: 0.2949, top5_acc: 0.5441, loss_cls: 3.2483, loss: 3.2483, grad_norm: 1.0984 2020-07-23 12:30:55,908 - mmaction - INFO - Epoch [89][180/940] lr: 4.414e-01, eta: 1 day, 16:35:15, time: 0.722, data_time: 0.002, memory: 9444, top1_acc: 0.3002, top5_acc: 0.5535, loss_cls: 3.2414, loss: 3.2414, grad_norm: 1.0754 2020-07-23 12:31:09,426 - mmaction - INFO - Epoch [89][200/940] lr: 4.414e-01, eta: 1 day, 16:34:47, time: 0.676, data_time: 0.003, memory: 9444, top1_acc: 0.3080, top5_acc: 0.5498, loss_cls: 3.2622, loss: 3.2622, grad_norm: 1.0840 2020-07-23 12:31:22,513 - mmaction - INFO - Epoch [89][220/940] lr: 4.414e-01, eta: 1 day, 16:34:18, time: 0.655, data_time: 0.003, memory: 9444, top1_acc: 0.2846, top5_acc: 0.5381, loss_cls: 3.3222, loss: 3.3222, grad_norm: 1.0847 2020-07-23 12:31:36,141 - mmaction - INFO - Epoch [89][240/940] lr: 4.414e-01, eta: 1 day, 16:33:50, time: 0.680, data_time: 0.002, memory: 9444, top1_acc: 0.2949, top5_acc: 0.5398, loss_cls: 3.2934, loss: 3.2934, grad_norm: 1.0628 2020-07-23 12:31:49,573 - mmaction - INFO - Epoch [89][260/940] lr: 4.414e-01, eta: 1 day, 16:33:22, time: 0.672, data_time: 0.003, memory: 9444, top1_acc: 0.2855, top5_acc: 0.5270, loss_cls: 3.3486, loss: 3.3486, grad_norm: 1.0675 2020-07-23 12:32:02,601 - mmaction - INFO - Epoch [89][280/940] lr: 4.414e-01, eta: 1 day, 16:32:53, time: 0.652, data_time: 0.002, memory: 9444, top1_acc: 0.2891, top5_acc: 0.5410, loss_cls: 3.2975, loss: 3.2975, grad_norm: 1.0863 2020-07-23 12:32:16,717 - mmaction - INFO - Epoch [89][300/940] lr: 4.414e-01, eta: 1 day, 16:32:26, time: 0.706, data_time: 0.002, memory: 9444, top1_acc: 0.2916, top5_acc: 0.5389, loss_cls: 3.3152, loss: 3.3152, grad_norm: 1.0838 2020-07-23 12:32:29,592 - mmaction - INFO - Epoch [89][320/940] lr: 4.414e-01, eta: 1 day, 16:31:57, time: 0.643, data_time: 0.001, memory: 9444, top1_acc: 0.2967, top5_acc: 0.5424, loss_cls: 3.3058, loss: 3.3058, grad_norm: 1.0833 2020-07-23 12:32:43,147 - mmaction - INFO - Epoch [89][340/940] lr: 4.414e-01, eta: 1 day, 16:31:29, time: 0.677, data_time: 0.002, memory: 9444, top1_acc: 0.2955, top5_acc: 0.5406, loss_cls: 3.2796, loss: 3.2796, grad_norm: 1.0805 2020-07-23 12:32:57,022 - mmaction - INFO - Epoch [89][360/940] lr: 4.414e-01, eta: 1 day, 16:31:02, time: 0.694, data_time: 0.002, memory: 9444, top1_acc: 0.2914, top5_acc: 0.5307, loss_cls: 3.3069, loss: 3.3069, grad_norm: 1.0694 2020-07-23 12:33:10,083 - mmaction - INFO - Epoch [89][380/940] lr: 4.414e-01, eta: 1 day, 16:30:33, time: 0.653, data_time: 0.002, memory: 9444, top1_acc: 0.2887, top5_acc: 0.5369, loss_cls: 3.3197, loss: 3.3197, grad_norm: 1.0762 2020-07-23 12:33:23,771 - mmaction - INFO - Epoch [89][400/940] lr: 4.414e-01, eta: 1 day, 16:30:05, time: 0.684, data_time: 0.003, memory: 9444, top1_acc: 0.2803, top5_acc: 0.5432, loss_cls: 3.3167, loss: 3.3167, grad_norm: 1.1042 2020-07-23 12:33:36,728 - mmaction - INFO - Epoch [89][420/940] lr: 4.414e-01, eta: 1 day, 16:29:36, time: 0.649, data_time: 0.003, memory: 9444, top1_acc: 0.2793, top5_acc: 0.5410, loss_cls: 3.3280, loss: 3.3280, grad_norm: 1.0742 2020-07-23 12:33:50,946 - mmaction - INFO - Epoch [89][440/940] lr: 4.414e-01, eta: 1 day, 16:29:09, time: 0.710, data_time: 0.002, memory: 9444, top1_acc: 0.2820, top5_acc: 0.5373, loss_cls: 3.2982, loss: 3.2982, grad_norm: 1.0711 2020-07-23 12:34:05,525 - mmaction - INFO - Epoch [89][460/940] lr: 4.414e-01, eta: 1 day, 16:28:43, time: 0.724, data_time: 0.003, memory: 9444, top1_acc: 0.2934, top5_acc: 0.5490, loss_cls: 3.2707, loss: 3.2707, grad_norm: 1.0620 2020-07-23 12:34:18,586 - mmaction - INFO - Epoch [89][480/940] lr: 4.414e-01, eta: 1 day, 16:28:15, time: 0.657, data_time: 0.008, memory: 9444, top1_acc: 0.2852, top5_acc: 0.5352, loss_cls: 3.3316, loss: 3.3316, grad_norm: 1.0627 2020-07-23 12:34:31,848 - mmaction - INFO - Epoch [89][500/940] lr: 4.414e-01, eta: 1 day, 16:27:46, time: 0.665, data_time: 0.003, memory: 9444, top1_acc: 0.2904, top5_acc: 0.5414, loss_cls: 3.3082, loss: 3.3082, grad_norm: 1.0869 2020-07-23 12:34:45,930 - mmaction - INFO - Epoch [89][520/940] lr: 4.414e-01, eta: 1 day, 16:27:19, time: 0.703, data_time: 0.001, memory: 9444, top1_acc: 0.2867, top5_acc: 0.5445, loss_cls: 3.2909, loss: 3.2909, grad_norm: 1.0624 2020-07-23 12:34:59,455 - mmaction - INFO - Epoch [89][540/940] lr: 4.414e-01, eta: 1 day, 16:26:51, time: 0.676, data_time: 0.003, memory: 9444, top1_acc: 0.2965, top5_acc: 0.5336, loss_cls: 3.3081, loss: 3.3081, grad_norm: 1.0826 2020-07-23 12:35:13,515 - mmaction - INFO - Epoch [89][560/940] lr: 4.414e-01, eta: 1 day, 16:26:25, time: 0.704, data_time: 0.003, memory: 9444, top1_acc: 0.2932, top5_acc: 0.5496, loss_cls: 3.2634, loss: 3.2634, grad_norm: 1.1050 2020-07-23 12:35:27,212 - mmaction - INFO - Epoch [89][580/940] lr: 4.414e-01, eta: 1 day, 16:25:57, time: 0.684, data_time: 0.002, memory: 9444, top1_acc: 0.2818, top5_acc: 0.5395, loss_cls: 3.3078, loss: 3.3078, grad_norm: 1.1103 2020-07-23 12:35:40,833 - mmaction - INFO - Epoch [89][600/940] lr: 4.414e-01, eta: 1 day, 16:25:29, time: 0.682, data_time: 0.003, memory: 9444, top1_acc: 0.2807, top5_acc: 0.5264, loss_cls: 3.3400, loss: 3.3400, grad_norm: 1.0690 2020-07-23 12:35:54,271 - mmaction - INFO - Epoch [89][620/940] lr: 4.414e-01, eta: 1 day, 16:25:01, time: 0.671, data_time: 0.002, memory: 9444, top1_acc: 0.2822, top5_acc: 0.5285, loss_cls: 3.3299, loss: 3.3299, grad_norm: 1.0898 2020-07-23 12:36:08,252 - mmaction - INFO - Epoch [89][640/940] lr: 4.414e-01, eta: 1 day, 16:24:34, time: 0.698, data_time: 0.002, memory: 9444, top1_acc: 0.2795, top5_acc: 0.5422, loss_cls: 3.3247, loss: 3.3247, grad_norm: 1.0700 2020-07-23 12:36:21,291 - mmaction - INFO - Epoch [89][660/940] lr: 4.414e-01, eta: 1 day, 16:24:05, time: 0.647, data_time: 0.004, memory: 9444, top1_acc: 0.2850, top5_acc: 0.5217, loss_cls: 3.3704, loss: 3.3704, grad_norm: 1.0717 2020-07-23 12:36:35,836 - mmaction - INFO - Epoch [89][680/940] lr: 4.414e-01, eta: 1 day, 16:23:39, time: 0.733, data_time: 0.009, memory: 9444, top1_acc: 0.2834, top5_acc: 0.5357, loss_cls: 3.3193, loss: 3.3193, grad_norm: 1.0800 2020-07-23 12:36:49,750 - mmaction - INFO - Epoch [89][700/940] lr: 4.414e-01, eta: 1 day, 16:23:12, time: 0.696, data_time: 0.003, memory: 9444, top1_acc: 0.2949, top5_acc: 0.5459, loss_cls: 3.2880, loss: 3.2880, grad_norm: 1.0820 2020-07-23 12:37:03,323 - mmaction - INFO - Epoch [89][720/940] lr: 4.414e-01, eta: 1 day, 16:22:44, time: 0.679, data_time: 0.002, memory: 9444, top1_acc: 0.2900, top5_acc: 0.5396, loss_cls: 3.3194, loss: 3.3194, grad_norm: 1.0874 2020-07-23 12:37:17,800 - mmaction - INFO - Epoch [89][740/940] lr: 4.414e-01, eta: 1 day, 16:22:18, time: 0.723, data_time: 0.002, memory: 9444, top1_acc: 0.2857, top5_acc: 0.5338, loss_cls: 3.3397, loss: 3.3397, grad_norm: 1.0820 2020-07-23 12:37:31,118 - mmaction - INFO - Epoch [89][760/940] lr: 4.414e-01, eta: 1 day, 16:21:50, time: 0.666, data_time: 0.003, memory: 9444, top1_acc: 0.2941, top5_acc: 0.5449, loss_cls: 3.2471, loss: 3.2471, grad_norm: 1.0724 2020-07-23 12:37:45,446 - mmaction - INFO - Epoch [89][780/940] lr: 4.414e-01, eta: 1 day, 16:21:24, time: 0.717, data_time: 0.004, memory: 9444, top1_acc: 0.2875, top5_acc: 0.5367, loss_cls: 3.3036, loss: 3.3036, grad_norm: 1.0701 2020-07-23 12:37:58,887 - mmaction - INFO - Epoch [89][800/940] lr: 4.414e-01, eta: 1 day, 16:20:56, time: 0.673, data_time: 0.003, memory: 9444, top1_acc: 0.2834, top5_acc: 0.5340, loss_cls: 3.3300, loss: 3.3300, grad_norm: 1.0702 2020-07-23 12:38:12,572 - mmaction - INFO - Epoch [89][820/940] lr: 4.414e-01, eta: 1 day, 16:20:28, time: 0.685, data_time: 0.002, memory: 9444, top1_acc: 0.2881, top5_acc: 0.5324, loss_cls: 3.3055, loss: 3.3055, grad_norm: 1.0821 2020-07-23 12:38:26,047 - mmaction - INFO - Epoch [89][840/940] lr: 4.414e-01, eta: 1 day, 16:20:00, time: 0.673, data_time: 0.004, memory: 9444, top1_acc: 0.2869, top5_acc: 0.5316, loss_cls: 3.2825, loss: 3.2825, grad_norm: 1.0708 2020-07-23 12:38:39,163 - mmaction - INFO - Epoch [89][860/940] lr: 4.414e-01, eta: 1 day, 16:19:32, time: 0.656, data_time: 0.003, memory: 9444, top1_acc: 0.3004, top5_acc: 0.5436, loss_cls: 3.2911, loss: 3.2911, grad_norm: 1.0959 2020-07-23 12:38:52,262 - mmaction - INFO - Epoch [89][880/940] lr: 4.414e-01, eta: 1 day, 16:19:03, time: 0.655, data_time: 0.003, memory: 9444, top1_acc: 0.2777, top5_acc: 0.5396, loss_cls: 3.3247, loss: 3.3247, grad_norm: 1.1011 2020-07-23 12:39:05,931 - mmaction - INFO - Epoch [89][900/940] lr: 4.414e-01, eta: 1 day, 16:18:36, time: 0.685, data_time: 0.002, memory: 9444, top1_acc: 0.2748, top5_acc: 0.5355, loss_cls: 3.3557, loss: 3.3557, grad_norm: 1.0937 2020-07-23 12:39:19,432 - mmaction - INFO - Epoch [89][920/940] lr: 4.414e-01, eta: 1 day, 16:18:08, time: 0.674, data_time: 0.002, memory: 9444, top1_acc: 0.3000, top5_acc: 0.5398, loss_cls: 3.2893, loss: 3.2893, grad_norm: 1.0676 2020-07-23 12:39:31,872 - mmaction - INFO - Epoch [89][940/940] lr: 4.414e-01, eta: 1 day, 16:17:38, time: 0.622, data_time: 0.002, memory: 9444, top1_acc: 0.2825, top5_acc: 0.5337, loss_cls: 3.2949, loss: 3.2949, grad_norm: 1.0895 2020-07-23 12:43:04,282 - mmaction - INFO - Epoch [90][20/940] lr: 4.382e-01, eta: 1 day, 16:22:59, time: 9.964, data_time: 9.206, memory: 9444, top1_acc: 0.2900, top5_acc: 0.5316, loss_cls: 3.3122, loss: 3.3122, grad_norm: 1.0773 2020-07-23 12:43:17,957 - mmaction - INFO - Epoch [90][40/940] lr: 4.382e-01, eta: 1 day, 16:22:31, time: 0.686, data_time: 0.003, memory: 9444, top1_acc: 0.2951, top5_acc: 0.5504, loss_cls: 3.2681, loss: 3.2681, grad_norm: 1.0750 2020-07-23 12:43:31,475 - mmaction - INFO - Epoch [90][60/940] lr: 4.382e-01, eta: 1 day, 16:22:03, time: 0.676, data_time: 0.001, memory: 9444, top1_acc: 0.2855, top5_acc: 0.5287, loss_cls: 3.3209, loss: 3.3209, grad_norm: 1.0867 2020-07-23 12:43:44,948 - mmaction - INFO - Epoch [90][80/940] lr: 4.382e-01, eta: 1 day, 16:21:35, time: 0.673, data_time: 0.001, memory: 9444, top1_acc: 0.2908, top5_acc: 0.5447, loss_cls: 3.2564, loss: 3.2564, grad_norm: 1.0709 2020-07-23 12:43:58,786 - mmaction - INFO - Epoch [90][100/940] lr: 4.382e-01, eta: 1 day, 16:21:08, time: 0.692, data_time: 0.002, memory: 9444, top1_acc: 0.2951, top5_acc: 0.5494, loss_cls: 3.2397, loss: 3.2397, grad_norm: 1.0936 2020-07-23 12:44:12,471 - mmaction - INFO - Epoch [90][120/940] lr: 4.382e-01, eta: 1 day, 16:20:40, time: 0.683, data_time: 0.002, memory: 9444, top1_acc: 0.2820, top5_acc: 0.5359, loss_cls: 3.3314, loss: 3.3314, grad_norm: 1.0939 2020-07-23 12:44:26,464 - mmaction - INFO - Epoch [90][140/940] lr: 4.382e-01, eta: 1 day, 16:20:13, time: 0.701, data_time: 0.003, memory: 9444, top1_acc: 0.2887, top5_acc: 0.5324, loss_cls: 3.3110, loss: 3.3110, grad_norm: 1.0728 2020-07-23 12:44:39,791 - mmaction - INFO - Epoch [90][160/940] lr: 4.382e-01, eta: 1 day, 16:19:45, time: 0.666, data_time: 0.003, memory: 9444, top1_acc: 0.2955, top5_acc: 0.5434, loss_cls: 3.2755, loss: 3.2755, grad_norm: 1.0783 2020-07-23 12:44:52,840 - mmaction - INFO - Epoch [90][180/940] lr: 4.382e-01, eta: 1 day, 16:19:16, time: 0.654, data_time: 0.003, memory: 9444, top1_acc: 0.2967, top5_acc: 0.5434, loss_cls: 3.2714, loss: 3.2714, grad_norm: 1.0875 2020-07-23 12:45:07,232 - mmaction - INFO - Epoch [90][200/940] lr: 4.382e-01, eta: 1 day, 16:18:50, time: 0.719, data_time: 0.002, memory: 9444, top1_acc: 0.2848, top5_acc: 0.5359, loss_cls: 3.3322, loss: 3.3322, grad_norm: 1.0610 2020-07-23 12:45:20,750 - mmaction - INFO - Epoch [90][220/940] lr: 4.382e-01, eta: 1 day, 16:18:22, time: 0.676, data_time: 0.002, memory: 9444, top1_acc: 0.2994, top5_acc: 0.5547, loss_cls: 3.2519, loss: 3.2519, grad_norm: 1.0947 2020-07-23 12:45:35,020 - mmaction - INFO - Epoch [90][240/940] lr: 4.382e-01, eta: 1 day, 16:17:56, time: 0.714, data_time: 0.003, memory: 9444, top1_acc: 0.2873, top5_acc: 0.5412, loss_cls: 3.2919, loss: 3.2919, grad_norm: 1.0763 2020-07-23 12:45:48,683 - mmaction - INFO - Epoch [90][260/940] lr: 4.382e-01, eta: 1 day, 16:17:28, time: 0.683, data_time: 0.002, memory: 9444, top1_acc: 0.2773, top5_acc: 0.5355, loss_cls: 3.3306, loss: 3.3306, grad_norm: 1.0859 2020-07-23 12:46:02,060 - mmaction - INFO - Epoch [90][280/940] lr: 4.382e-01, eta: 1 day, 16:17:00, time: 0.668, data_time: 0.002, memory: 9444, top1_acc: 0.2965, top5_acc: 0.5455, loss_cls: 3.2525, loss: 3.2525, grad_norm: 1.0808 2020-07-23 12:46:15,472 - mmaction - INFO - Epoch [90][300/940] lr: 4.382e-01, eta: 1 day, 16:16:32, time: 0.671, data_time: 0.003, memory: 9444, top1_acc: 0.2924, top5_acc: 0.5428, loss_cls: 3.3058, loss: 3.3058, grad_norm: 1.0642 2020-07-23 12:46:29,309 - mmaction - INFO - Epoch [90][320/940] lr: 4.382e-01, eta: 1 day, 16:16:05, time: 0.687, data_time: 0.002, memory: 9444, top1_acc: 0.2881, top5_acc: 0.5434, loss_cls: 3.2768, loss: 3.2768, grad_norm: 1.1006 2020-07-23 12:46:42,310 - mmaction - INFO - Epoch [90][340/940] lr: 4.382e-01, eta: 1 day, 16:15:36, time: 0.654, data_time: 0.007, memory: 9444, top1_acc: 0.2926, top5_acc: 0.5469, loss_cls: 3.3107, loss: 3.3107, grad_norm: 1.1118 2020-07-23 12:46:56,819 - mmaction - INFO - Epoch [90][360/940] lr: 4.382e-01, eta: 1 day, 16:15:10, time: 0.726, data_time: 0.003, memory: 9444, top1_acc: 0.3039, top5_acc: 0.5475, loss_cls: 3.2238, loss: 3.2238, grad_norm: 1.0834 2020-07-23 12:47:10,700 - mmaction - INFO - Epoch [90][380/940] lr: 4.382e-01, eta: 1 day, 16:14:43, time: 0.694, data_time: 0.003, memory: 9444, top1_acc: 0.2766, top5_acc: 0.5275, loss_cls: 3.3606, loss: 3.3606, grad_norm: 1.0757 2020-07-23 12:47:23,873 - mmaction - INFO - Epoch [90][400/940] lr: 4.382e-01, eta: 1 day, 16:14:15, time: 0.660, data_time: 0.003, memory: 9444, top1_acc: 0.2973, top5_acc: 0.5451, loss_cls: 3.2843, loss: 3.2843, grad_norm: 1.0848 2020-07-23 12:47:38,173 - mmaction - INFO - Epoch [90][420/940] lr: 4.382e-01, eta: 1 day, 16:13:48, time: 0.715, data_time: 0.001, memory: 9444, top1_acc: 0.2887, top5_acc: 0.5422, loss_cls: 3.2917, loss: 3.2917, grad_norm: 1.0904 2020-07-23 12:47:51,690 - mmaction - INFO - Epoch [90][440/940] lr: 4.382e-01, eta: 1 day, 16:13:21, time: 0.675, data_time: 0.001, memory: 9444, top1_acc: 0.2891, top5_acc: 0.5373, loss_cls: 3.3033, loss: 3.3033, grad_norm: 1.0839 2020-07-23 12:48:05,528 - mmaction - INFO - Epoch [90][460/940] lr: 4.382e-01, eta: 1 day, 16:12:53, time: 0.691, data_time: 0.002, memory: 9444, top1_acc: 0.2977, top5_acc: 0.5414, loss_cls: 3.2820, loss: 3.2820, grad_norm: 1.0674 2020-07-23 12:48:19,875 - mmaction - INFO - Epoch [90][480/940] lr: 4.382e-01, eta: 1 day, 16:12:27, time: 0.718, data_time: 0.003, memory: 9444, top1_acc: 0.2984, top5_acc: 0.5387, loss_cls: 3.2965, loss: 3.2965, grad_norm: 1.0944 2020-07-23 12:48:33,517 - mmaction - INFO - Epoch [90][500/940] lr: 4.382e-01, eta: 1 day, 16:12:00, time: 0.681, data_time: 0.002, memory: 9444, top1_acc: 0.2986, top5_acc: 0.5437, loss_cls: 3.2935, loss: 3.2935, grad_norm: 1.0684 2020-07-23 12:48:47,918 - mmaction - INFO - Epoch [90][520/940] lr: 4.382e-01, eta: 1 day, 16:11:34, time: 0.721, data_time: 0.003, memory: 9444, top1_acc: 0.2850, top5_acc: 0.5311, loss_cls: 3.3385, loss: 3.3385, grad_norm: 1.0754 2020-07-23 12:49:01,125 - mmaction - INFO - Epoch [90][540/940] lr: 4.382e-01, eta: 1 day, 16:11:05, time: 0.661, data_time: 0.001, memory: 9444, top1_acc: 0.2945, top5_acc: 0.5434, loss_cls: 3.3001, loss: 3.3001, grad_norm: 1.0805 2020-07-23 12:49:14,668 - mmaction - INFO - Epoch [90][560/940] lr: 4.382e-01, eta: 1 day, 16:10:38, time: 0.677, data_time: 0.002, memory: 9444, top1_acc: 0.2855, top5_acc: 0.5494, loss_cls: 3.2654, loss: 3.2654, grad_norm: 1.0909 2020-07-23 12:49:29,165 - mmaction - INFO - Epoch [90][580/940] lr: 4.382e-01, eta: 1 day, 16:10:12, time: 0.725, data_time: 0.002, memory: 9444, top1_acc: 0.2906, top5_acc: 0.5309, loss_cls: 3.3127, loss: 3.3127, grad_norm: 1.0770 2020-07-23 12:49:44,034 - mmaction - INFO - Epoch [90][600/940] lr: 4.382e-01, eta: 1 day, 16:09:46, time: 0.741, data_time: 0.001, memory: 9444, top1_acc: 0.2836, top5_acc: 0.5312, loss_cls: 3.3287, loss: 3.3287, grad_norm: 1.0844 2020-07-23 12:49:57,640 - mmaction - INFO - Epoch [90][620/940] lr: 4.382e-01, eta: 1 day, 16:09:19, time: 0.683, data_time: 0.004, memory: 9444, top1_acc: 0.2898, top5_acc: 0.5402, loss_cls: 3.3049, loss: 3.3049, grad_norm: 1.0802 2020-07-23 12:50:12,021 - mmaction - INFO - Epoch [90][640/940] lr: 4.382e-01, eta: 1 day, 16:08:53, time: 0.718, data_time: 0.001, memory: 9444, top1_acc: 0.2762, top5_acc: 0.5342, loss_cls: 3.3463, loss: 3.3463, grad_norm: 1.0849 2020-07-23 12:50:25,205 - mmaction - INFO - Epoch [90][660/940] lr: 4.382e-01, eta: 1 day, 16:08:24, time: 0.658, data_time: 0.004, memory: 9444, top1_acc: 0.2957, top5_acc: 0.5453, loss_cls: 3.3227, loss: 3.3227, grad_norm: 1.0850 2020-07-23 12:50:39,446 - mmaction - INFO - Epoch [90][680/940] lr: 4.382e-01, eta: 1 day, 16:07:58, time: 0.713, data_time: 0.002, memory: 9444, top1_acc: 0.2967, top5_acc: 0.5391, loss_cls: 3.2866, loss: 3.2866, grad_norm: 1.0854 2020-07-23 12:50:52,644 - mmaction - INFO - Epoch [90][700/940] lr: 4.382e-01, eta: 1 day, 16:07:30, time: 0.659, data_time: 0.002, memory: 9444, top1_acc: 0.2854, top5_acc: 0.5271, loss_cls: 3.3284, loss: 3.3284, grad_norm: 1.0984 2020-07-23 12:51:07,067 - mmaction - INFO - Epoch [90][720/940] lr: 4.382e-01, eta: 1 day, 16:07:04, time: 0.722, data_time: 0.002, memory: 9444, top1_acc: 0.2910, top5_acc: 0.5371, loss_cls: 3.3136, loss: 3.3136, grad_norm: 1.0662 2020-07-23 12:51:20,800 - mmaction - INFO - Epoch [90][740/940] lr: 4.382e-01, eta: 1 day, 16:06:37, time: 0.687, data_time: 0.002, memory: 9444, top1_acc: 0.2891, top5_acc: 0.5449, loss_cls: 3.2966, loss: 3.2966, grad_norm: 1.0871 2020-07-23 12:51:34,460 - mmaction - INFO - Epoch [90][760/940] lr: 4.382e-01, eta: 1 day, 16:06:09, time: 0.684, data_time: 0.002, memory: 9444, top1_acc: 0.2855, top5_acc: 0.5383, loss_cls: 3.3085, loss: 3.3085, grad_norm: 1.0964 2020-07-23 12:51:48,528 - mmaction - INFO - Epoch [90][780/940] lr: 4.382e-01, eta: 1 day, 16:05:42, time: 0.703, data_time: 0.002, memory: 9444, top1_acc: 0.2873, top5_acc: 0.5264, loss_cls: 3.3121, loss: 3.3121, grad_norm: 1.0827 2020-07-23 12:52:01,799 - mmaction - INFO - Epoch [90][800/940] lr: 4.382e-01, eta: 1 day, 16:05:14, time: 0.664, data_time: 0.002, memory: 9444, top1_acc: 0.2842, top5_acc: 0.5414, loss_cls: 3.2936, loss: 3.2936, grad_norm: 1.0801 2020-07-23 12:52:15,976 - mmaction - INFO - Epoch [90][820/940] lr: 4.382e-01, eta: 1 day, 16:04:48, time: 0.708, data_time: 0.002, memory: 9444, top1_acc: 0.2969, top5_acc: 0.5443, loss_cls: 3.2628, loss: 3.2628, grad_norm: 1.1076 2020-07-23 12:52:29,425 - mmaction - INFO - Epoch [90][840/940] lr: 4.382e-01, eta: 1 day, 16:04:20, time: 0.673, data_time: 0.003, memory: 9444, top1_acc: 0.2805, top5_acc: 0.5275, loss_cls: 3.3738, loss: 3.3738, grad_norm: 1.1007 2020-07-23 12:52:43,861 - mmaction - INFO - Epoch [90][860/940] lr: 4.382e-01, eta: 1 day, 16:03:54, time: 0.721, data_time: 0.002, memory: 9444, top1_acc: 0.2891, top5_acc: 0.5330, loss_cls: 3.3232, loss: 3.3232, grad_norm: 1.0775 2020-07-23 12:52:57,579 - mmaction - INFO - Epoch [90][880/940] lr: 4.382e-01, eta: 1 day, 16:03:27, time: 0.686, data_time: 0.003, memory: 9444, top1_acc: 0.2916, top5_acc: 0.5309, loss_cls: 3.3193, loss: 3.3193, grad_norm: 1.0810 2020-07-23 12:53:11,473 - mmaction - INFO - Epoch [90][900/940] lr: 4.382e-01, eta: 1 day, 16:03:00, time: 0.695, data_time: 0.003, memory: 9444, top1_acc: 0.2762, top5_acc: 0.5295, loss_cls: 3.3584, loss: 3.3584, grad_norm: 1.0807 2020-07-23 12:53:24,889 - mmaction - INFO - Epoch [90][920/940] lr: 4.382e-01, eta: 1 day, 16:02:32, time: 0.671, data_time: 0.003, memory: 9444, top1_acc: 0.2836, top5_acc: 0.5395, loss_cls: 3.2988, loss: 3.2988, grad_norm: 1.0764 2020-07-23 12:53:37,953 - mmaction - INFO - Epoch [90][940/940] lr: 4.382e-01, eta: 1 day, 16:02:04, time: 0.654, data_time: 0.003, memory: 9444, top1_acc: 0.2833, top5_acc: 0.5282, loss_cls: 3.3527, loss: 3.3527, grad_norm: 1.0980 2020-07-23 12:56:39,976 - mmaction - INFO - Epoch [91][20/940] lr: 4.349e-01, eta: 1 day, 16:06:31, time: 8.675, data_time: 6.526, memory: 9444, top1_acc: 0.2957, top5_acc: 0.5307, loss_cls: 3.2956, loss: 3.2956, grad_norm: 1.0905 2020-07-23 12:56:54,696 - mmaction - INFO - Epoch [91][40/940] lr: 4.349e-01, eta: 1 day, 16:06:06, time: 0.747, data_time: 0.012, memory: 9444, top1_acc: 0.2973, top5_acc: 0.5445, loss_cls: 3.2473, loss: 3.2473, grad_norm: 1.0713 2020-07-23 12:57:08,095 - mmaction - INFO - Epoch [91][60/940] lr: 4.349e-01, eta: 1 day, 16:05:38, time: 0.669, data_time: 0.019, memory: 9444, top1_acc: 0.2936, top5_acc: 0.5570, loss_cls: 3.2320, loss: 3.2320, grad_norm: 1.0993 2020-07-23 12:57:22,592 - mmaction - INFO - Epoch [91][80/940] lr: 4.349e-01, eta: 1 day, 16:05:12, time: 0.725, data_time: 0.002, memory: 9444, top1_acc: 0.3039, top5_acc: 0.5547, loss_cls: 3.2306, loss: 3.2306, grad_norm: 1.0684 2020-07-23 12:57:36,197 - mmaction - INFO - Epoch [91][100/940] lr: 4.349e-01, eta: 1 day, 16:04:45, time: 0.679, data_time: 0.002, memory: 9444, top1_acc: 0.3023, top5_acc: 0.5449, loss_cls: 3.2591, loss: 3.2591, grad_norm: 1.1208 2020-07-23 12:57:49,526 - mmaction - INFO - Epoch [91][120/940] lr: 4.349e-01, eta: 1 day, 16:04:17, time: 0.668, data_time: 0.002, memory: 9444, top1_acc: 0.2969, top5_acc: 0.5439, loss_cls: 3.2621, loss: 3.2621, grad_norm: 1.0998 2020-07-23 12:58:03,976 - mmaction - INFO - Epoch [91][140/940] lr: 4.349e-01, eta: 1 day, 16:03:51, time: 0.722, data_time: 0.002, memory: 9444, top1_acc: 0.3039, top5_acc: 0.5395, loss_cls: 3.2753, loss: 3.2753, grad_norm: 1.0846 2020-07-23 12:58:18,187 - mmaction - INFO - Epoch [91][160/940] lr: 4.349e-01, eta: 1 day, 16:03:24, time: 0.711, data_time: 0.002, memory: 9444, top1_acc: 0.3070, top5_acc: 0.5598, loss_cls: 3.1614, loss: 3.1614, grad_norm: 1.1041 2020-07-23 12:58:32,333 - mmaction - INFO - Epoch [91][180/940] lr: 4.349e-01, eta: 1 day, 16:02:58, time: 0.707, data_time: 0.017, memory: 9444, top1_acc: 0.2912, top5_acc: 0.5467, loss_cls: 3.2790, loss: 3.2790, grad_norm: 1.0986 2020-07-23 12:58:46,812 - mmaction - INFO - Epoch [91][200/940] lr: 4.349e-01, eta: 1 day, 16:02:32, time: 0.725, data_time: 0.002, memory: 9444, top1_acc: 0.2770, top5_acc: 0.5367, loss_cls: 3.3334, loss: 3.3334, grad_norm: 1.0798 2020-07-23 12:58:59,980 - mmaction - INFO - Epoch [91][220/940] lr: 4.349e-01, eta: 1 day, 16:02:04, time: 0.657, data_time: 0.001, memory: 9444, top1_acc: 0.2869, top5_acc: 0.5340, loss_cls: 3.3286, loss: 3.3286, grad_norm: 1.0943 2020-07-23 12:59:13,883 - mmaction - INFO - Epoch [91][240/940] lr: 4.349e-01, eta: 1 day, 16:01:37, time: 0.695, data_time: 0.003, memory: 9444, top1_acc: 0.2959, top5_acc: 0.5537, loss_cls: 3.2535, loss: 3.2535, grad_norm: 1.0757 2020-07-23 12:59:27,635 - mmaction - INFO - Epoch [91][260/940] lr: 4.349e-01, eta: 1 day, 16:01:09, time: 0.686, data_time: 0.002, memory: 9444, top1_acc: 0.2955, top5_acc: 0.5465, loss_cls: 3.2761, loss: 3.2761, grad_norm: 1.0892 2020-07-23 12:59:41,531 - mmaction - INFO - Epoch [91][280/940] lr: 4.349e-01, eta: 1 day, 16:00:42, time: 0.696, data_time: 0.003, memory: 9444, top1_acc: 0.2951, top5_acc: 0.5437, loss_cls: 3.2777, loss: 3.2777, grad_norm: 1.0966 2020-07-23 12:59:55,481 - mmaction - INFO - Epoch [91][300/940] lr: 4.349e-01, eta: 1 day, 16:00:16, time: 0.697, data_time: 0.002, memory: 9444, top1_acc: 0.2773, top5_acc: 0.5377, loss_cls: 3.3176, loss: 3.3176, grad_norm: 1.1151 2020-07-23 13:00:18,948 - mmaction - INFO - Epoch [91][320/940] lr: 4.349e-01, eta: 1 day, 16:00:06, time: 1.167, data_time: 0.003, memory: 9444, top1_acc: 0.2838, top5_acc: 0.5312, loss_cls: 3.3551, loss: 3.3551, grad_norm: 1.0705 2020-07-23 13:00:32,054 - mmaction - INFO - Epoch [91][340/940] lr: 4.349e-01, eta: 1 day, 15:59:38, time: 0.661, data_time: 0.013, memory: 9444, top1_acc: 0.2963, top5_acc: 0.5475, loss_cls: 3.2629, loss: 3.2629, grad_norm: 1.0938 2020-07-23 13:00:46,619 - mmaction - INFO - Epoch [91][360/940] lr: 4.349e-01, eta: 1 day, 15:59:12, time: 0.729, data_time: 0.002, memory: 9444, top1_acc: 0.2953, top5_acc: 0.5414, loss_cls: 3.2768, loss: 3.2768, grad_norm: 1.0697 2020-07-23 13:01:00,400 - mmaction - INFO - Epoch [91][380/940] lr: 4.349e-01, eta: 1 day, 15:58:45, time: 0.688, data_time: 0.003, memory: 9444, top1_acc: 0.2830, top5_acc: 0.5289, loss_cls: 3.3501, loss: 3.3501, grad_norm: 1.0858 2020-07-23 13:01:13,695 - mmaction - INFO - Epoch [91][400/940] lr: 4.349e-01, eta: 1 day, 15:58:17, time: 0.666, data_time: 0.003, memory: 9444, top1_acc: 0.2969, top5_acc: 0.5475, loss_cls: 3.2455, loss: 3.2455, grad_norm: 1.0859 2020-07-23 13:01:27,538 - mmaction - INFO - Epoch [91][420/940] lr: 4.349e-01, eta: 1 day, 15:57:50, time: 0.692, data_time: 0.002, memory: 9444, top1_acc: 0.2863, top5_acc: 0.5357, loss_cls: 3.3108, loss: 3.3108, grad_norm: 1.1185 2020-07-23 13:01:40,729 - mmaction - INFO - Epoch [91][440/940] lr: 4.349e-01, eta: 1 day, 15:57:22, time: 0.660, data_time: 0.002, memory: 9444, top1_acc: 0.2967, top5_acc: 0.5479, loss_cls: 3.2901, loss: 3.2901, grad_norm: 1.0776 2020-07-23 13:01:54,757 - mmaction - INFO - Epoch [91][460/940] lr: 4.349e-01, eta: 1 day, 15:56:55, time: 0.700, data_time: 0.002, memory: 9444, top1_acc: 0.3084, top5_acc: 0.5523, loss_cls: 3.2268, loss: 3.2268, grad_norm: 1.0869 2020-07-23 13:02:09,148 - mmaction - INFO - Epoch [91][480/940] lr: 4.349e-01, eta: 1 day, 15:56:29, time: 0.721, data_time: 0.003, memory: 9444, top1_acc: 0.2986, top5_acc: 0.5414, loss_cls: 3.2694, loss: 3.2694, grad_norm: 1.1062 2020-07-23 13:02:22,582 - mmaction - INFO - Epoch [91][500/940] lr: 4.349e-01, eta: 1 day, 15:56:02, time: 0.672, data_time: 0.002, memory: 9444, top1_acc: 0.2805, top5_acc: 0.5334, loss_cls: 3.3064, loss: 3.3064, grad_norm: 1.0756 2020-07-23 13:02:37,984 - mmaction - INFO - Epoch [91][520/940] lr: 4.349e-01, eta: 1 day, 15:55:37, time: 0.770, data_time: 0.002, memory: 9444, top1_acc: 0.2898, top5_acc: 0.5299, loss_cls: 3.3183, loss: 3.3183, grad_norm: 1.0736 2020-07-23 13:02:51,733 - mmaction - INFO - Epoch [91][540/940] lr: 4.349e-01, eta: 1 day, 15:55:10, time: 0.688, data_time: 0.002, memory: 9444, top1_acc: 0.2797, top5_acc: 0.5408, loss_cls: 3.3166, loss: 3.3166, grad_norm: 1.0920 2020-07-23 13:03:05,875 - mmaction - INFO - Epoch [91][560/940] lr: 4.349e-01, eta: 1 day, 15:54:44, time: 0.707, data_time: 0.002, memory: 9444, top1_acc: 0.2928, top5_acc: 0.5488, loss_cls: 3.2533, loss: 3.2533, grad_norm: 1.0875 2020-07-23 13:03:19,631 - mmaction - INFO - Epoch [91][580/940] lr: 4.349e-01, eta: 1 day, 15:54:17, time: 0.688, data_time: 0.003, memory: 9444, top1_acc: 0.2973, top5_acc: 0.5549, loss_cls: 3.2579, loss: 3.2579, grad_norm: 1.0942 2020-07-23 13:03:33,581 - mmaction - INFO - Epoch [91][600/940] lr: 4.349e-01, eta: 1 day, 15:53:50, time: 0.698, data_time: 0.003, memory: 9444, top1_acc: 0.2883, top5_acc: 0.5389, loss_cls: 3.3034, loss: 3.3034, grad_norm: 1.0877 2020-07-23 13:03:48,077 - mmaction - INFO - Epoch [91][620/940] lr: 4.349e-01, eta: 1 day, 15:53:24, time: 0.724, data_time: 0.002, memory: 9444, top1_acc: 0.2881, top5_acc: 0.5441, loss_cls: 3.3178, loss: 3.3178, grad_norm: 1.0818 2020-07-23 13:04:01,834 - mmaction - INFO - Epoch [91][640/940] lr: 4.349e-01, eta: 1 day, 15:52:57, time: 0.689, data_time: 0.002, memory: 9444, top1_acc: 0.2857, top5_acc: 0.5322, loss_cls: 3.3333, loss: 3.3333, grad_norm: 1.0832 2020-07-23 13:04:15,905 - mmaction - INFO - Epoch [91][660/940] lr: 4.349e-01, eta: 1 day, 15:52:31, time: 0.703, data_time: 0.002, memory: 9444, top1_acc: 0.2887, top5_acc: 0.5342, loss_cls: 3.3198, loss: 3.3198, grad_norm: 1.0845 2020-07-23 13:04:30,265 - mmaction - INFO - Epoch [91][680/940] lr: 4.349e-01, eta: 1 day, 15:52:05, time: 0.717, data_time: 0.001, memory: 9444, top1_acc: 0.2955, top5_acc: 0.5393, loss_cls: 3.2716, loss: 3.2716, grad_norm: 1.0678 2020-07-23 13:04:44,054 - mmaction - INFO - Epoch [91][700/940] lr: 4.349e-01, eta: 1 day, 15:51:38, time: 0.690, data_time: 0.003, memory: 9444, top1_acc: 0.2945, top5_acc: 0.5479, loss_cls: 3.2792, loss: 3.2792, grad_norm: 1.0841 2020-07-23 13:04:58,089 - mmaction - INFO - Epoch [91][720/940] lr: 4.349e-01, eta: 1 day, 15:51:11, time: 0.701, data_time: 0.002, memory: 9444, top1_acc: 0.2814, top5_acc: 0.5227, loss_cls: 3.3663, loss: 3.3663, grad_norm: 1.0655 2020-07-23 13:05:12,515 - mmaction - INFO - Epoch [91][740/940] lr: 4.349e-01, eta: 1 day, 15:50:45, time: 0.722, data_time: 0.003, memory: 9444, top1_acc: 0.2785, top5_acc: 0.5305, loss_cls: 3.3680, loss: 3.3680, grad_norm: 1.0587 2020-07-23 13:05:25,883 - mmaction - INFO - Epoch [91][760/940] lr: 4.349e-01, eta: 1 day, 15:50:17, time: 0.668, data_time: 0.002, memory: 9444, top1_acc: 0.2969, top5_acc: 0.5383, loss_cls: 3.3265, loss: 3.3265, grad_norm: 1.0776 2020-07-23 13:05:39,248 - mmaction - INFO - Epoch [91][780/940] lr: 4.349e-01, eta: 1 day, 15:49:50, time: 0.669, data_time: 0.002, memory: 9444, top1_acc: 0.2811, top5_acc: 0.5305, loss_cls: 3.3372, loss: 3.3372, grad_norm: 1.0816 2020-07-23 13:05:52,991 - mmaction - INFO - Epoch [91][800/940] lr: 4.349e-01, eta: 1 day, 15:49:23, time: 0.686, data_time: 0.001, memory: 9444, top1_acc: 0.2910, top5_acc: 0.5496, loss_cls: 3.2979, loss: 3.2979, grad_norm: 1.0881 2020-07-23 13:06:06,889 - mmaction - INFO - Epoch [91][820/940] lr: 4.349e-01, eta: 1 day, 15:48:56, time: 0.695, data_time: 0.003, memory: 9444, top1_acc: 0.2883, top5_acc: 0.5389, loss_cls: 3.3336, loss: 3.3336, grad_norm: 1.0844 2020-07-23 13:06:21,276 - mmaction - INFO - Epoch [91][840/940] lr: 4.349e-01, eta: 1 day, 15:48:30, time: 0.720, data_time: 0.004, memory: 9444, top1_acc: 0.3008, top5_acc: 0.5475, loss_cls: 3.2773, loss: 3.2773, grad_norm: 1.0690 2020-07-23 13:06:34,621 - mmaction - INFO - Epoch [91][860/940] lr: 4.349e-01, eta: 1 day, 15:48:02, time: 0.668, data_time: 0.003, memory: 9444, top1_acc: 0.2766, top5_acc: 0.5414, loss_cls: 3.2997, loss: 3.2997, grad_norm: 1.0983 2020-07-23 13:06:49,310 - mmaction - INFO - Epoch [91][880/940] lr: 4.349e-01, eta: 1 day, 15:47:37, time: 0.735, data_time: 0.002, memory: 9444, top1_acc: 0.2863, top5_acc: 0.5373, loss_cls: 3.3157, loss: 3.3157, grad_norm: 1.0765 2020-07-23 13:07:03,602 - mmaction - INFO - Epoch [91][900/940] lr: 4.349e-01, eta: 1 day, 15:47:11, time: 0.714, data_time: 0.002, memory: 9444, top1_acc: 0.2984, top5_acc: 0.5496, loss_cls: 3.2707, loss: 3.2707, grad_norm: 1.0873 2020-07-23 13:07:17,237 - mmaction - INFO - Epoch [91][920/940] lr: 4.349e-01, eta: 1 day, 15:46:44, time: 0.681, data_time: 0.002, memory: 9444, top1_acc: 0.2854, top5_acc: 0.5459, loss_cls: 3.2805, loss: 3.2805, grad_norm: 1.0901 2020-07-23 13:07:30,945 - mmaction - INFO - Epoch [91][940/940] lr: 4.349e-01, eta: 1 day, 15:46:17, time: 0.687, data_time: 0.003, memory: 9444, top1_acc: 0.2910, top5_acc: 0.5475, loss_cls: 3.2817, loss: 3.2817, grad_norm: 1.0869 2020-07-23 13:11:17,388 - mmaction - INFO - Epoch [92][20/940] lr: 4.316e-01, eta: 1 day, 15:51:41, time: 10.390, data_time: 9.309, memory: 9444, top1_acc: 0.2748, top5_acc: 0.5197, loss_cls: 3.3863, loss: 3.3863, grad_norm: 1.0738 2020-07-23 13:11:32,071 - mmaction - INFO - Epoch [92][40/940] lr: 4.316e-01, eta: 1 day, 15:51:16, time: 0.734, data_time: 0.003, memory: 9444, top1_acc: 0.3027, top5_acc: 0.5523, loss_cls: 3.2391, loss: 3.2391, grad_norm: 1.0634 2020-07-23 13:11:46,733 - mmaction - INFO - Epoch [92][60/940] lr: 4.316e-01, eta: 1 day, 15:50:50, time: 0.734, data_time: 0.004, memory: 9444, top1_acc: 0.3008, top5_acc: 0.5539, loss_cls: 3.2559, loss: 3.2559, grad_norm: 1.0864 2020-07-23 13:12:00,670 - mmaction - INFO - Epoch [92][80/940] lr: 4.316e-01, eta: 1 day, 15:50:24, time: 0.697, data_time: 0.002, memory: 9444, top1_acc: 0.2996, top5_acc: 0.5551, loss_cls: 3.2037, loss: 3.2037, grad_norm: 1.0818 2020-07-23 13:12:14,917 - mmaction - INFO - Epoch [92][100/940] lr: 4.316e-01, eta: 1 day, 15:49:57, time: 0.713, data_time: 0.002, memory: 9444, top1_acc: 0.3029, top5_acc: 0.5510, loss_cls: 3.2552, loss: 3.2552, grad_norm: 1.0918 2020-07-23 13:12:28,682 - mmaction - INFO - Epoch [92][120/940] lr: 4.316e-01, eta: 1 day, 15:49:30, time: 0.688, data_time: 0.002, memory: 9444, top1_acc: 0.3104, top5_acc: 0.5586, loss_cls: 3.2162, loss: 3.2162, grad_norm: 1.0916 2020-07-23 13:12:42,517 - mmaction - INFO - Epoch [92][140/940] lr: 4.316e-01, eta: 1 day, 15:49:03, time: 0.691, data_time: 0.002, memory: 9444, top1_acc: 0.3066, top5_acc: 0.5473, loss_cls: 3.2600, loss: 3.2600, grad_norm: 1.1041 2020-07-23 13:12:56,558 - mmaction - INFO - Epoch [92][160/940] lr: 4.316e-01, eta: 1 day, 15:48:37, time: 0.702, data_time: 0.002, memory: 9444, top1_acc: 0.2916, top5_acc: 0.5367, loss_cls: 3.3028, loss: 3.3028, grad_norm: 1.0854 2020-07-23 13:13:09,918 - mmaction - INFO - Epoch [92][180/940] lr: 4.316e-01, eta: 1 day, 15:48:09, time: 0.667, data_time: 0.003, memory: 9444, top1_acc: 0.2990, top5_acc: 0.5633, loss_cls: 3.2245, loss: 3.2245, grad_norm: 1.0772 2020-07-23 13:13:24,739 - mmaction - INFO - Epoch [92][200/940] lr: 4.316e-01, eta: 1 day, 15:47:44, time: 0.743, data_time: 0.003, memory: 9444, top1_acc: 0.2990, top5_acc: 0.5428, loss_cls: 3.2566, loss: 3.2566, grad_norm: 1.1080 2020-07-23 13:13:38,134 - mmaction - INFO - Epoch [92][220/940] lr: 4.316e-01, eta: 1 day, 15:47:16, time: 0.669, data_time: 0.001, memory: 9444, top1_acc: 0.2916, top5_acc: 0.5418, loss_cls: 3.3049, loss: 3.3049, grad_norm: 1.1038 2020-07-23 13:13:52,818 - mmaction - INFO - Epoch [92][240/940] lr: 4.316e-01, eta: 1 day, 15:46:51, time: 0.735, data_time: 0.003, memory: 9444, top1_acc: 0.2943, top5_acc: 0.5561, loss_cls: 3.2591, loss: 3.2591, grad_norm: 1.1096 2020-07-23 13:14:06,410 - mmaction - INFO - Epoch [92][260/940] lr: 4.316e-01, eta: 1 day, 15:46:23, time: 0.679, data_time: 0.002, memory: 9444, top1_acc: 0.2900, top5_acc: 0.5381, loss_cls: 3.2939, loss: 3.2939, grad_norm: 1.0873 2020-07-23 13:14:19,967 - mmaction - INFO - Epoch [92][280/940] lr: 4.316e-01, eta: 1 day, 15:45:56, time: 0.671, data_time: 0.003, memory: 9444, top1_acc: 0.2848, top5_acc: 0.5316, loss_cls: 3.3453, loss: 3.3453, grad_norm: 1.0793 2020-07-23 13:14:33,923 - mmaction - INFO - Epoch [92][300/940] lr: 4.316e-01, eta: 1 day, 15:45:29, time: 0.705, data_time: 0.010, memory: 9444, top1_acc: 0.3047, top5_acc: 0.5598, loss_cls: 3.2471, loss: 3.2471, grad_norm: 1.0815 2020-07-23 13:14:48,028 - mmaction - INFO - Epoch [92][320/940] lr: 4.316e-01, eta: 1 day, 15:45:03, time: 0.705, data_time: 0.004, memory: 9444, top1_acc: 0.2877, top5_acc: 0.5383, loss_cls: 3.2782, loss: 3.2782, grad_norm: 1.0932 2020-07-23 13:15:01,394 - mmaction - INFO - Epoch [92][340/940] lr: 4.316e-01, eta: 1 day, 15:44:35, time: 0.669, data_time: 0.003, memory: 9444, top1_acc: 0.2840, top5_acc: 0.5281, loss_cls: 3.2966, loss: 3.2966, grad_norm: 1.0888 2020-07-23 13:15:15,681 - mmaction - INFO - Epoch [92][360/940] lr: 4.316e-01, eta: 1 day, 15:44:09, time: 0.715, data_time: 0.003, memory: 9444, top1_acc: 0.2959, top5_acc: 0.5426, loss_cls: 3.2799, loss: 3.2799, grad_norm: 1.0806 2020-07-23 13:15:29,017 - mmaction - INFO - Epoch [92][380/940] lr: 4.316e-01, eta: 1 day, 15:43:41, time: 0.667, data_time: 0.002, memory: 9444, top1_acc: 0.2973, top5_acc: 0.5443, loss_cls: 3.2471, loss: 3.2471, grad_norm: 1.0932 2020-07-23 13:15:43,718 - mmaction - INFO - Epoch [92][400/940] lr: 4.316e-01, eta: 1 day, 15:43:16, time: 0.735, data_time: 0.003, memory: 9444, top1_acc: 0.3035, top5_acc: 0.5473, loss_cls: 3.2387, loss: 3.2387, grad_norm: 1.0689 2020-07-23 13:15:57,603 - mmaction - INFO - Epoch [92][420/940] lr: 4.316e-01, eta: 1 day, 15:42:49, time: 0.694, data_time: 0.002, memory: 9444, top1_acc: 0.2908, top5_acc: 0.5363, loss_cls: 3.3122, loss: 3.3122, grad_norm: 1.0799 2020-07-23 13:16:11,608 - mmaction - INFO - Epoch [92][440/940] lr: 4.316e-01, eta: 1 day, 15:42:23, time: 0.694, data_time: 0.003, memory: 9444, top1_acc: 0.2934, top5_acc: 0.5436, loss_cls: 3.2993, loss: 3.2993, grad_norm: 1.1015 2020-07-23 13:16:26,318 - mmaction - INFO - Epoch [92][460/940] lr: 4.316e-01, eta: 1 day, 15:41:58, time: 0.740, data_time: 0.008, memory: 9444, top1_acc: 0.2988, top5_acc: 0.5447, loss_cls: 3.2672, loss: 3.2672, grad_norm: 1.0899 2020-07-23 13:16:40,285 - mmaction - INFO - Epoch [92][480/940] lr: 4.316e-01, eta: 1 day, 15:41:31, time: 0.699, data_time: 0.004, memory: 9444, top1_acc: 0.2855, top5_acc: 0.5463, loss_cls: 3.2654, loss: 3.2654, grad_norm: 1.0974 2020-07-23 13:16:54,301 - mmaction - INFO - Epoch [92][500/940] lr: 4.316e-01, eta: 1 day, 15:41:04, time: 0.701, data_time: 0.003, memory: 9444, top1_acc: 0.2908, top5_acc: 0.5520, loss_cls: 3.2614, loss: 3.2614, grad_norm: 1.1101 2020-07-23 13:17:20,620 - mmaction - INFO - Epoch [92][520/940] lr: 4.316e-01, eta: 1 day, 15:41:00, time: 1.316, data_time: 0.002, memory: 9444, top1_acc: 0.2852, top5_acc: 0.5430, loss_cls: 3.3248, loss: 3.3248, grad_norm: 1.0927 2020-07-23 13:17:36,001 - mmaction - INFO - Epoch [92][540/940] lr: 4.316e-01, eta: 1 day, 15:40:36, time: 0.769, data_time: 0.002, memory: 9444, top1_acc: 0.2875, top5_acc: 0.5346, loss_cls: 3.3026, loss: 3.3026, grad_norm: 1.0807 2020-07-23 13:17:49,892 - mmaction - INFO - Epoch [92][560/940] lr: 4.316e-01, eta: 1 day, 15:40:09, time: 0.695, data_time: 0.002, memory: 9444, top1_acc: 0.2879, top5_acc: 0.5354, loss_cls: 3.3158, loss: 3.3158, grad_norm: 1.0914 2020-07-23 13:18:05,086 - mmaction - INFO - Epoch [92][580/940] lr: 4.316e-01, eta: 1 day, 15:39:45, time: 0.759, data_time: 0.002, memory: 9444, top1_acc: 0.3018, top5_acc: 0.5477, loss_cls: 3.2707, loss: 3.2707, grad_norm: 1.0900 2020-07-23 13:18:19,582 - mmaction - INFO - Epoch [92][600/940] lr: 4.316e-01, eta: 1 day, 15:39:19, time: 0.726, data_time: 0.003, memory: 9444, top1_acc: 0.2898, top5_acc: 0.5455, loss_cls: 3.2954, loss: 3.2954, grad_norm: 1.1016 2020-07-23 13:18:33,946 - mmaction - INFO - Epoch [92][620/940] lr: 4.316e-01, eta: 1 day, 15:38:53, time: 0.718, data_time: 0.002, memory: 9444, top1_acc: 0.2895, top5_acc: 0.5512, loss_cls: 3.2792, loss: 3.2792, grad_norm: 1.1048 2020-07-23 13:18:47,371 - mmaction - INFO - Epoch [92][640/940] lr: 4.316e-01, eta: 1 day, 15:38:26, time: 0.671, data_time: 0.002, memory: 9444, top1_acc: 0.2826, top5_acc: 0.5387, loss_cls: 3.3161, loss: 3.3161, grad_norm: 1.0795 2020-07-23 13:19:02,062 - mmaction - INFO - Epoch [92][660/940] lr: 4.316e-01, eta: 1 day, 15:38:01, time: 0.734, data_time: 0.002, memory: 9444, top1_acc: 0.2863, top5_acc: 0.5291, loss_cls: 3.3049, loss: 3.3049, grad_norm: 1.0557 2020-07-23 13:19:16,211 - mmaction - INFO - Epoch [92][680/940] lr: 4.316e-01, eta: 1 day, 15:37:34, time: 0.708, data_time: 0.002, memory: 9444, top1_acc: 0.2850, top5_acc: 0.5354, loss_cls: 3.3059, loss: 3.3059, grad_norm: 1.1074 2020-07-23 13:19:29,885 - mmaction - INFO - Epoch [92][700/940] lr: 4.316e-01, eta: 1 day, 15:37:07, time: 0.684, data_time: 0.002, memory: 9444, top1_acc: 0.2912, top5_acc: 0.5328, loss_cls: 3.3396, loss: 3.3396, grad_norm: 1.0902 2020-07-23 13:19:44,268 - mmaction - INFO - Epoch [92][720/940] lr: 4.316e-01, eta: 1 day, 15:36:41, time: 0.719, data_time: 0.002, memory: 9444, top1_acc: 0.2924, top5_acc: 0.5455, loss_cls: 3.2811, loss: 3.2811, grad_norm: 1.0843 2020-07-23 13:19:58,845 - mmaction - INFO - Epoch [92][740/940] lr: 4.316e-01, eta: 1 day, 15:36:16, time: 0.728, data_time: 0.002, memory: 9444, top1_acc: 0.2922, top5_acc: 0.5426, loss_cls: 3.2852, loss: 3.2852, grad_norm: 1.0997 2020-07-23 13:20:13,239 - mmaction - INFO - Epoch [92][760/940] lr: 4.316e-01, eta: 1 day, 15:35:50, time: 0.720, data_time: 0.003, memory: 9444, top1_acc: 0.3035, top5_acc: 0.5467, loss_cls: 3.2426, loss: 3.2426, grad_norm: 1.0853 2020-07-23 13:20:27,542 - mmaction - INFO - Epoch [92][780/940] lr: 4.316e-01, eta: 1 day, 15:35:24, time: 0.715, data_time: 0.003, memory: 9444, top1_acc: 0.2963, top5_acc: 0.5375, loss_cls: 3.2951, loss: 3.2951, grad_norm: 1.1149 2020-07-23 13:20:40,899 - mmaction - INFO - Epoch [92][800/940] lr: 4.316e-01, eta: 1 day, 15:34:57, time: 0.668, data_time: 0.003, memory: 9444, top1_acc: 0.2934, top5_acc: 0.5379, loss_cls: 3.2834, loss: 3.2834, grad_norm: 1.0909 2020-07-23 13:20:55,047 - mmaction - INFO - Epoch [92][820/940] lr: 4.316e-01, eta: 1 day, 15:34:31, time: 0.707, data_time: 0.002, memory: 9444, top1_acc: 0.2891, top5_acc: 0.5314, loss_cls: 3.3103, loss: 3.3103, grad_norm: 1.0942 2020-07-23 13:21:09,309 - mmaction - INFO - Epoch [92][840/940] lr: 4.316e-01, eta: 1 day, 15:34:05, time: 0.713, data_time: 0.003, memory: 9444, top1_acc: 0.2793, top5_acc: 0.5391, loss_cls: 3.3086, loss: 3.3086, grad_norm: 1.0770 2020-07-23 13:21:22,931 - mmaction - INFO - Epoch [92][860/940] lr: 4.316e-01, eta: 1 day, 15:33:37, time: 0.681, data_time: 0.002, memory: 9444, top1_acc: 0.2771, top5_acc: 0.5377, loss_cls: 3.3375, loss: 3.3375, grad_norm: 1.0817 2020-07-23 13:21:37,205 - mmaction - INFO - Epoch [92][880/940] lr: 4.316e-01, eta: 1 day, 15:33:11, time: 0.713, data_time: 0.002, memory: 9444, top1_acc: 0.2982, top5_acc: 0.5500, loss_cls: 3.2536, loss: 3.2536, grad_norm: 1.0836 2020-07-23 13:21:50,722 - mmaction - INFO - Epoch [92][900/940] lr: 4.316e-01, eta: 1 day, 15:32:44, time: 0.677, data_time: 0.003, memory: 9444, top1_acc: 0.2922, top5_acc: 0.5322, loss_cls: 3.3337, loss: 3.3337, grad_norm: 1.1172 2020-07-23 13:22:04,924 - mmaction - INFO - Epoch [92][920/940] lr: 4.316e-01, eta: 1 day, 15:32:18, time: 0.710, data_time: 0.002, memory: 9444, top1_acc: 0.2893, top5_acc: 0.5410, loss_cls: 3.2924, loss: 3.2924, grad_norm: 1.0845 2020-07-23 13:22:18,245 - mmaction - INFO - Epoch [92][940/940] lr: 4.316e-01, eta: 1 day, 15:31:51, time: 0.667, data_time: 0.002, memory: 9444, top1_acc: 0.2845, top5_acc: 0.5298, loss_cls: 3.3592, loss: 3.3592, grad_norm: 1.0794 2020-07-23 13:22:29,684 - mmaction - INFO - Saving checkpoint at 92 epochs 2020-07-24 11:04:02,626 - mmaction - INFO - Epoch [93][20/940] lr: 4.283e-01, eta: 14 days, 8:59:20, time: 8.057, data_time: 5.577, memory: 9569, top1_acc: 0.2891, top5_acc: 0.5437, loss_cls: 3.2605, loss: 3.2605, grad_norm: 1.0820 2020-07-24 11:04:16,250 - mmaction - INFO - Epoch [93][40/940] lr: 4.283e-01, eta: 7 days, 19:05:57, time: 0.683, data_time: 0.005, memory: 9569, top1_acc: 0.2824, top5_acc: 0.5389, loss_cls: 3.3195, loss: 3.3195, grad_norm: 1.0757 2020-07-24 11:04:29,200 - mmaction - INFO - Epoch [93][60/940] lr: 4.283e-01, eta: 5 days, 13:55:56, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.2951, top5_acc: 0.5547, loss_cls: 3.2227, loss: 3.2227, grad_norm: 1.0640 2020-07-24 11:04:42,145 - mmaction - INFO - Epoch [93][80/940] lr: 4.283e-01, eta: 4 days, 11:22:26, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.2896, top5_acc: 0.5436, loss_cls: 3.2691, loss: 3.2691, grad_norm: 1.0945 2020-07-24 11:04:55,734 - mmaction - INFO - Epoch [93][100/940] lr: 4.283e-01, eta: 3 days, 19:42:21, time: 0.680, data_time: 0.003, memory: 9569, top1_acc: 0.2939, top5_acc: 0.5520, loss_cls: 3.2853, loss: 3.2853, grad_norm: 1.0915 2020-07-24 11:05:09,304 - mmaction - INFO - Epoch [93][120/940] lr: 4.283e-01, eta: 3 days, 9:14:49, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.3064, top5_acc: 0.5574, loss_cls: 3.2151, loss: 3.2151, grad_norm: 1.0882 2020-07-24 11:05:23,048 - mmaction - INFO - Epoch [93][140/940] lr: 4.283e-01, eta: 3 days, 1:49:46, time: 0.687, data_time: 0.003, memory: 9569, top1_acc: 0.2988, top5_acc: 0.5523, loss_cls: 3.2437, loss: 3.2437, grad_norm: 1.1142 2020-07-24 11:05:36,092 - mmaction - INFO - Epoch [93][160/940] lr: 4.283e-01, eta: 2 days, 20:04:49, time: 0.652, data_time: 0.003, memory: 9569, top1_acc: 0.2877, top5_acc: 0.5453, loss_cls: 3.2812, loss: 3.2812, grad_norm: 1.0944 2020-07-24 11:05:49,577 - mmaction - INFO - Epoch [93][180/940] lr: 4.283e-01, eta: 2 days, 15:42:44, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3049, top5_acc: 0.5443, loss_cls: 3.2638, loss: 3.2638, grad_norm: 1.0732 2020-07-24 11:06:03,965 - mmaction - INFO - Epoch [93][200/940] lr: 4.283e-01, eta: 2 days, 12:24:47, time: 0.720, data_time: 0.003, memory: 9569, top1_acc: 0.2961, top5_acc: 0.5459, loss_cls: 3.2663, loss: 3.2663, grad_norm: 1.0928 2020-07-24 11:06:18,556 - mmaction - INFO - Epoch [93][220/940] lr: 4.283e-01, eta: 2 days, 9:44:47, time: 0.729, data_time: 0.002, memory: 9569, top1_acc: 0.2914, top5_acc: 0.5393, loss_cls: 3.2779, loss: 3.2779, grad_norm: 1.0866 2020-07-24 11:06:31,473 - mmaction - INFO - Epoch [93][240/940] lr: 4.283e-01, eta: 2 days, 7:13:47, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.2979, top5_acc: 0.5498, loss_cls: 3.2555, loss: 3.2555, grad_norm: 1.0944 2020-07-24 11:06:44,764 - mmaction - INFO - Epoch [93][260/940] lr: 4.283e-01, eta: 2 days, 5:09:35, time: 0.665, data_time: 0.003, memory: 9569, top1_acc: 0.2891, top5_acc: 0.5498, loss_cls: 3.2770, loss: 3.2770, grad_norm: 1.0964 2020-07-24 11:06:59,110 - mmaction - INFO - Epoch [93][280/940] lr: 4.283e-01, eta: 2 days, 3:32:54, time: 0.718, data_time: 0.003, memory: 9569, top1_acc: 0.2908, top5_acc: 0.5346, loss_cls: 3.3185, loss: 3.3185, grad_norm: 1.1018 2020-07-24 11:07:12,829 - mmaction - INFO - Epoch [93][300/940] lr: 4.283e-01, eta: 2 days, 2:03:41, time: 0.686, data_time: 0.002, memory: 9569, top1_acc: 0.2918, top5_acc: 0.5453, loss_cls: 3.2752, loss: 3.2752, grad_norm: 1.0872 2020-07-24 11:07:25,832 - mmaction - INFO - Epoch [93][320/940] lr: 4.283e-01, eta: 2 days, 0:39:38, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.2943, top5_acc: 0.5381, loss_cls: 3.2870, loss: 3.2870, grad_norm: 1.1072 2020-07-24 11:07:39,528 - mmaction - INFO - Epoch [93][340/940] lr: 4.283e-01, eta: 1 day, 23:30:40, time: 0.684, data_time: 0.002, memory: 9569, top1_acc: 0.2930, top5_acc: 0.5363, loss_cls: 3.3241, loss: 3.3241, grad_norm: 1.0890 2020-07-24 11:07:52,896 - mmaction - INFO - Epoch [93][360/940] lr: 4.283e-01, eta: 1 day, 22:27:09, time: 0.669, data_time: 0.003, memory: 9569, top1_acc: 0.3006, top5_acc: 0.5436, loss_cls: 3.2777, loss: 3.2777, grad_norm: 1.0921 2020-07-24 11:08:05,726 - mmaction - INFO - Epoch [93][380/940] lr: 4.283e-01, eta: 1 day, 21:26:44, time: 0.642, data_time: 0.003, memory: 9569, top1_acc: 0.2850, top5_acc: 0.5369, loss_cls: 3.3323, loss: 3.3323, grad_norm: 1.0971 2020-07-24 11:08:19,633 - mmaction - INFO - Epoch [93][400/940] lr: 4.283e-01, eta: 1 day, 20:39:14, time: 0.696, data_time: 0.002, memory: 9569, top1_acc: 0.2922, top5_acc: 0.5406, loss_cls: 3.2960, loss: 3.2960, grad_norm: 1.0767 2020-07-24 11:08:32,558 - mmaction - INFO - Epoch [93][420/940] lr: 4.283e-01, eta: 1 day, 19:49:59, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3008, top5_acc: 0.5561, loss_cls: 3.2443, loss: 3.2443, grad_norm: 1.0930 2020-07-24 11:08:46,643 - mmaction - INFO - Epoch [93][440/940] lr: 4.283e-01, eta: 1 day, 19:12:10, time: 0.705, data_time: 0.003, memory: 9569, top1_acc: 0.2842, top5_acc: 0.5408, loss_cls: 3.3064, loss: 3.3064, grad_norm: 1.1000 2020-07-24 11:09:00,588 - mmaction - INFO - Epoch [93][460/940] lr: 4.283e-01, eta: 1 day, 18:36:49, time: 0.697, data_time: 0.003, memory: 9569, top1_acc: 0.3020, top5_acc: 0.5365, loss_cls: 3.2889, loss: 3.2889, grad_norm: 1.1027 2020-07-24 11:09:14,254 - mmaction - INFO - Epoch [93][480/940] lr: 4.283e-01, eta: 1 day, 18:02:53, time: 0.683, data_time: 0.003, memory: 9569, top1_acc: 0.2930, top5_acc: 0.5500, loss_cls: 3.2744, loss: 3.2744, grad_norm: 1.0898 2020-07-24 11:09:27,382 - mmaction - INFO - Epoch [93][500/940] lr: 4.283e-01, eta: 1 day, 17:28:49, time: 0.656, data_time: 0.004, memory: 9569, top1_acc: 0.3002, top5_acc: 0.5535, loss_cls: 3.2432, loss: 3.2432, grad_norm: 1.0976 2020-07-24 11:09:41,049 - mmaction - INFO - Epoch [93][520/940] lr: 4.283e-01, eta: 1 day, 17:00:15, time: 0.685, data_time: 0.004, memory: 9569, top1_acc: 0.2871, top5_acc: 0.5482, loss_cls: 3.2790, loss: 3.2790, grad_norm: 1.0966 2020-07-24 11:09:53,901 - mmaction - INFO - Epoch [93][540/940] lr: 4.283e-01, eta: 1 day, 16:29:43, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.2855, top5_acc: 0.5295, loss_cls: 3.3245, loss: 3.3245, grad_norm: 1.1161 2020-07-24 11:10:07,398 - mmaction - INFO - Epoch [93][560/940] lr: 4.283e-01, eta: 1 day, 16:04:22, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.2889, top5_acc: 0.5424, loss_cls: 3.3173, loss: 3.3173, grad_norm: 1.0826 2020-07-24 11:10:21,647 - mmaction - INFO - Epoch [93][580/940] lr: 4.283e-01, eta: 1 day, 15:44:00, time: 0.712, data_time: 0.002, memory: 9569, top1_acc: 0.2893, top5_acc: 0.5430, loss_cls: 3.2886, loss: 3.2886, grad_norm: 1.1012 2020-07-24 11:10:36,168 - mmaction - INFO - Epoch [93][600/940] lr: 4.283e-01, eta: 1 day, 15:26:10, time: 0.726, data_time: 0.002, memory: 9569, top1_acc: 0.2867, top5_acc: 0.5354, loss_cls: 3.3119, loss: 3.3119, grad_norm: 1.0940 2020-07-24 11:10:49,107 - mmaction - INFO - Epoch [93][620/940] lr: 4.283e-01, eta: 1 day, 15:02:58, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.2828, top5_acc: 0.5320, loss_cls: 3.3329, loss: 3.3329, grad_norm: 1.1088 2020-07-24 11:11:03,538 - mmaction - INFO - Epoch [93][640/940] lr: 4.283e-01, eta: 1 day, 14:47:09, time: 0.722, data_time: 0.002, memory: 9569, top1_acc: 0.2859, top5_acc: 0.5441, loss_cls: 3.2787, loss: 3.2787, grad_norm: 1.0918 2020-07-24 11:11:17,212 - mmaction - INFO - Epoch [93][660/940] lr: 4.283e-01, eta: 1 day, 14:29:18, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.2898, top5_acc: 0.5473, loss_cls: 3.2709, loss: 3.2709, grad_norm: 1.0878 2020-07-24 11:11:30,786 - mmaction - INFO - Epoch [93][680/940] lr: 4.283e-01, eta: 1 day, 14:12:04, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.3014, top5_acc: 0.5475, loss_cls: 3.2357, loss: 3.2357, grad_norm: 1.0773 2020-07-24 11:11:45,266 - mmaction - INFO - Epoch [93][700/940] lr: 4.283e-01, eta: 1 day, 13:59:09, time: 0.723, data_time: 0.003, memory: 9569, top1_acc: 0.2889, top5_acc: 0.5537, loss_cls: 3.2648, loss: 3.2648, grad_norm: 1.0895 2020-07-24 11:11:58,949 - mmaction - INFO - Epoch [93][720/940] lr: 4.283e-01, eta: 1 day, 13:44:17, time: 0.686, data_time: 0.005, memory: 9569, top1_acc: 0.3008, top5_acc: 0.5467, loss_cls: 3.2461, loss: 3.2461, grad_norm: 1.0633 2020-07-24 11:12:12,840 - mmaction - INFO - Epoch [93][740/940] lr: 4.283e-01, eta: 1 day, 13:30:49, time: 0.695, data_time: 0.002, memory: 9569, top1_acc: 0.2867, top5_acc: 0.5424, loss_cls: 3.3027, loss: 3.3027, grad_norm: 1.0945 2020-07-24 11:12:26,531 - mmaction - INFO - Epoch [93][760/940] lr: 4.283e-01, eta: 1 day, 13:17:22, time: 0.685, data_time: 0.003, memory: 9569, top1_acc: 0.3100, top5_acc: 0.5588, loss_cls: 3.2153, loss: 3.2153, grad_norm: 1.0747 2020-07-24 11:12:40,469 - mmaction - INFO - Epoch [93][780/940] lr: 4.283e-01, eta: 1 day, 13:05:19, time: 0.696, data_time: 0.002, memory: 9569, top1_acc: 0.2998, top5_acc: 0.5354, loss_cls: 3.2984, loss: 3.2984, grad_norm: 1.0978 2020-07-24 11:12:53,969 - mmaction - INFO - Epoch [93][800/940] lr: 4.283e-01, eta: 1 day, 12:52:37, time: 0.676, data_time: 0.003, memory: 9569, top1_acc: 0.2982, top5_acc: 0.5535, loss_cls: 3.2383, loss: 3.2383, grad_norm: 1.1024 2020-07-24 11:13:07,586 - mmaction - INFO - Epoch [93][820/940] lr: 4.283e-01, eta: 1 day, 12:40:50, time: 0.681, data_time: 0.002, memory: 9569, top1_acc: 0.2934, top5_acc: 0.5502, loss_cls: 3.2764, loss: 3.2764, grad_norm: 1.0866 2020-07-24 11:13:20,499 - mmaction - INFO - Epoch [93][840/940] lr: 4.283e-01, eta: 1 day, 12:27:24, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.2926, top5_acc: 0.5426, loss_cls: 3.2774, loss: 3.2774, grad_norm: 1.0911 2020-07-24 11:13:34,587 - mmaction - INFO - Epoch [93][860/940] lr: 4.283e-01, eta: 1 day, 12:18:05, time: 0.704, data_time: 0.002, memory: 9569, top1_acc: 0.2932, top5_acc: 0.5436, loss_cls: 3.2980, loss: 3.2980, grad_norm: 1.0936 2020-07-24 11:13:48,476 - mmaction - INFO - Epoch [93][880/940] lr: 4.283e-01, eta: 1 day, 12:08:35, time: 0.694, data_time: 0.003, memory: 9569, top1_acc: 0.2941, top5_acc: 0.5461, loss_cls: 3.3001, loss: 3.3001, grad_norm: 1.1010 2020-07-24 11:14:02,191 - mmaction - INFO - Epoch [93][900/940] lr: 4.283e-01, eta: 1 day, 11:59:03, time: 0.686, data_time: 0.003, memory: 9569, top1_acc: 0.3068, top5_acc: 0.5600, loss_cls: 3.2219, loss: 3.2219, grad_norm: 1.0973 2020-07-24 11:14:16,691 - mmaction - INFO - Epoch [93][920/940] lr: 4.283e-01, eta: 1 day, 11:52:06, time: 0.725, data_time: 0.002, memory: 9569, top1_acc: 0.2867, top5_acc: 0.5437, loss_cls: 3.3093, loss: 3.3093, grad_norm: 1.0912 2020-07-24 11:14:28,988 - mmaction - INFO - Epoch [93][940/940] lr: 4.283e-01, eta: 1 day, 11:39:30, time: 0.616, data_time: 0.004, memory: 9569, top1_acc: 0.3030, top5_acc: 0.5398, loss_cls: 3.2689, loss: 3.2689, grad_norm: 1.1040 2020-07-24 11:17:15,377 - mmaction - INFO - Epoch [94][20/940] lr: 4.249e-01, eta: 1 day, 18:00:09, time: 7.999, data_time: 7.150, memory: 9569, top1_acc: 0.2992, top5_acc: 0.5496, loss_cls: 3.2758, loss: 3.2758, grad_norm: 1.1003 2020-07-24 11:17:28,463 - mmaction - INFO - Epoch [94][40/940] lr: 4.249e-01, eta: 1 day, 17:42:30, time: 0.655, data_time: 0.004, memory: 9569, top1_acc: 0.3031, top5_acc: 0.5469, loss_cls: 3.2221, loss: 3.2221, grad_norm: 1.0873 2020-07-24 11:17:42,532 - mmaction - INFO - Epoch [94][60/940] lr: 4.249e-01, eta: 1 day, 17:28:00, time: 0.703, data_time: 0.002, memory: 9569, top1_acc: 0.3035, top5_acc: 0.5662, loss_cls: 3.1756, loss: 3.1756, grad_norm: 1.1007 2020-07-24 11:17:56,363 - mmaction - INFO - Epoch [94][80/940] lr: 4.249e-01, eta: 1 day, 17:13:34, time: 0.693, data_time: 0.004, memory: 9569, top1_acc: 0.2967, top5_acc: 0.5514, loss_cls: 3.2449, loss: 3.2449, grad_norm: 1.0864 2020-07-24 11:18:10,015 - mmaction - INFO - Epoch [94][100/940] lr: 4.249e-01, eta: 1 day, 16:59:12, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.3006, top5_acc: 0.5598, loss_cls: 3.2192, loss: 3.2192, grad_norm: 1.1135 2020-07-24 11:18:23,531 - mmaction - INFO - Epoch [94][120/940] lr: 4.249e-01, eta: 1 day, 16:44:57, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.2947, top5_acc: 0.5340, loss_cls: 3.3145, loss: 3.3145, grad_norm: 1.0927 2020-07-24 11:18:37,593 - mmaction - INFO - Epoch [94][140/940] lr: 4.249e-01, eta: 1 day, 16:32:37, time: 0.704, data_time: 0.003, memory: 9569, top1_acc: 0.3063, top5_acc: 0.5566, loss_cls: 3.2164, loss: 3.2164, grad_norm: 1.0983 2020-07-24 11:18:51,401 - mmaction - INFO - Epoch [94][160/940] lr: 4.249e-01, eta: 1 day, 16:20:06, time: 0.691, data_time: 0.003, memory: 9569, top1_acc: 0.2957, top5_acc: 0.5400, loss_cls: 3.2731, loss: 3.2731, grad_norm: 1.1007 2020-07-24 11:19:05,061 - mmaction - INFO - Epoch [94][180/940] lr: 4.249e-01, eta: 1 day, 16:07:41, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.2926, top5_acc: 0.5523, loss_cls: 3.2653, loss: 3.2653, grad_norm: 1.1124 2020-07-24 11:19:18,191 - mmaction - INFO - Epoch [94][200/940] lr: 4.249e-01, eta: 1 day, 15:54:30, time: 0.656, data_time: 0.003, memory: 9569, top1_acc: 0.3016, top5_acc: 0.5449, loss_cls: 3.2512, loss: 3.2512, grad_norm: 1.1054 2020-07-24 11:19:31,804 - mmaction - INFO - Epoch [94][220/940] lr: 4.249e-01, eta: 1 day, 15:42:50, time: 0.681, data_time: 0.003, memory: 9569, top1_acc: 0.2916, top5_acc: 0.5434, loss_cls: 3.3033, loss: 3.3033, grad_norm: 1.0985 2020-07-24 11:19:46,910 - mmaction - INFO - Epoch [94][240/940] lr: 4.249e-01, eta: 1 day, 15:34:48, time: 0.756, data_time: 0.003, memory: 9569, top1_acc: 0.2924, top5_acc: 0.5449, loss_cls: 3.2611, loss: 3.2611, grad_norm: 1.0828 2020-07-24 11:20:00,723 - mmaction - INFO - Epoch [94][260/940] lr: 4.249e-01, eta: 1 day, 15:24:17, time: 0.691, data_time: 0.002, memory: 9569, top1_acc: 0.2979, top5_acc: 0.5508, loss_cls: 3.2333, loss: 3.2333, grad_norm: 1.1089 2020-07-24 11:20:14,406 - mmaction - INFO - Epoch [94][280/940] lr: 4.249e-01, eta: 1 day, 15:13:44, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.2896, top5_acc: 0.5428, loss_cls: 3.2882, loss: 3.2882, grad_norm: 1.0881 2020-07-24 11:20:27,570 - mmaction - INFO - Epoch [94][300/940] lr: 4.249e-01, eta: 1 day, 15:02:34, time: 0.659, data_time: 0.003, memory: 9569, top1_acc: 0.3021, top5_acc: 0.5414, loss_cls: 3.2839, loss: 3.2839, grad_norm: 1.0940 2020-07-24 11:20:40,609 - mmaction - INFO - Epoch [94][320/940] lr: 4.249e-01, eta: 1 day, 14:51:27, time: 0.652, data_time: 0.005, memory: 9569, top1_acc: 0.2869, top5_acc: 0.5436, loss_cls: 3.2910, loss: 3.2910, grad_norm: 1.1078 2020-07-24 11:20:54,986 - mmaction - INFO - Epoch [94][340/940] lr: 4.249e-01, eta: 1 day, 14:43:19, time: 0.718, data_time: 0.004, memory: 9569, top1_acc: 0.2842, top5_acc: 0.5363, loss_cls: 3.2935, loss: 3.2935, grad_norm: 1.0942 2020-07-24 11:21:08,712 - mmaction - INFO - Epoch [94][360/940] lr: 4.249e-01, eta: 1 day, 14:34:12, time: 0.687, data_time: 0.003, memory: 9569, top1_acc: 0.3014, top5_acc: 0.5605, loss_cls: 3.2106, loss: 3.2106, grad_norm: 1.0979 2020-07-24 11:21:22,592 - mmaction - INFO - Epoch [94][380/940] lr: 4.249e-01, eta: 1 day, 14:25:35, time: 0.693, data_time: 0.002, memory: 9569, top1_acc: 0.2869, top5_acc: 0.5400, loss_cls: 3.3088, loss: 3.3088, grad_norm: 1.1022 2020-07-24 11:21:37,164 - mmaction - INFO - Epoch [94][400/940] lr: 4.249e-01, eta: 1 day, 14:18:36, time: 0.729, data_time: 0.003, memory: 9569, top1_acc: 0.2855, top5_acc: 0.5430, loss_cls: 3.3205, loss: 3.3205, grad_norm: 1.0842 2020-07-24 11:21:50,694 - mmaction - INFO - Epoch [94][420/940] lr: 4.249e-01, eta: 1 day, 14:09:50, time: 0.676, data_time: 0.004, memory: 9569, top1_acc: 0.2939, top5_acc: 0.5389, loss_cls: 3.3131, loss: 3.3131, grad_norm: 1.0611 2020-07-24 11:22:04,541 - mmaction - INFO - Epoch [94][440/940] lr: 4.249e-01, eta: 1 day, 14:01:56, time: 0.693, data_time: 0.003, memory: 9569, top1_acc: 0.3037, top5_acc: 0.5527, loss_cls: 3.2438, loss: 3.2438, grad_norm: 1.0755 2020-07-24 11:22:18,357 - mmaction - INFO - Epoch [94][460/940] lr: 4.249e-01, eta: 1 day, 13:54:09, time: 0.690, data_time: 0.002, memory: 9569, top1_acc: 0.2986, top5_acc: 0.5443, loss_cls: 3.2686, loss: 3.2686, grad_norm: 1.0872 2020-07-24 11:22:32,383 - mmaction - INFO - Epoch [94][480/940] lr: 4.249e-01, eta: 1 day, 13:46:58, time: 0.701, data_time: 0.003, memory: 9569, top1_acc: 0.2832, top5_acc: 0.5412, loss_cls: 3.3292, loss: 3.3292, grad_norm: 1.1089 2020-07-24 11:22:46,199 - mmaction - INFO - Epoch [94][500/940] lr: 4.249e-01, eta: 1 day, 13:39:37, time: 0.691, data_time: 0.003, memory: 9569, top1_acc: 0.2922, top5_acc: 0.5410, loss_cls: 3.2735, loss: 3.2735, grad_norm: 1.0755 2020-07-24 11:22:59,901 - mmaction - INFO - Epoch [94][520/940] lr: 4.249e-01, eta: 1 day, 13:32:14, time: 0.685, data_time: 0.002, memory: 9569, top1_acc: 0.2971, top5_acc: 0.5447, loss_cls: 3.2724, loss: 3.2724, grad_norm: 1.0882 2020-07-24 11:23:13,461 - mmaction - INFO - Epoch [94][540/940] lr: 4.249e-01, eta: 1 day, 13:24:50, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.2977, top5_acc: 0.5480, loss_cls: 3.2784, loss: 3.2784, grad_norm: 1.1143 2020-07-24 11:23:27,921 - mmaction - INFO - Epoch [94][560/940] lr: 4.249e-01, eta: 1 day, 13:19:08, time: 0.723, data_time: 0.003, memory: 9569, top1_acc: 0.2986, top5_acc: 0.5498, loss_cls: 3.2571, loss: 3.2571, grad_norm: 1.0882 2020-07-24 11:23:41,517 - mmaction - INFO - Epoch [94][580/940] lr: 4.249e-01, eta: 1 day, 13:12:09, time: 0.680, data_time: 0.003, memory: 9569, top1_acc: 0.2928, top5_acc: 0.5402, loss_cls: 3.2916, loss: 3.2916, grad_norm: 1.1102 2020-07-24 11:23:54,608 - mmaction - INFO - Epoch [94][600/940] lr: 4.249e-01, eta: 1 day, 13:04:31, time: 0.655, data_time: 0.003, memory: 9569, top1_acc: 0.2916, top5_acc: 0.5467, loss_cls: 3.2666, loss: 3.2666, grad_norm: 1.1042 2020-07-24 11:24:09,357 - mmaction - INFO - Epoch [94][620/940] lr: 4.249e-01, eta: 1 day, 12:59:44, time: 0.737, data_time: 0.002, memory: 9569, top1_acc: 0.2984, top5_acc: 0.5414, loss_cls: 3.2732, loss: 3.2732, grad_norm: 1.0856 2020-07-24 11:24:22,606 - mmaction - INFO - Epoch [94][640/940] lr: 4.249e-01, eta: 1 day, 12:52:40, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.2883, top5_acc: 0.5484, loss_cls: 3.3000, loss: 3.3000, grad_norm: 1.1035 2020-07-24 11:24:35,539 - mmaction - INFO - Epoch [94][660/940] lr: 4.249e-01, eta: 1 day, 12:45:16, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.2885, top5_acc: 0.5514, loss_cls: 3.2824, loss: 3.2824, grad_norm: 1.1178 2020-07-24 11:24:49,924 - mmaction - INFO - Epoch [94][680/940] lr: 4.249e-01, eta: 1 day, 12:40:20, time: 0.720, data_time: 0.002, memory: 9569, top1_acc: 0.2867, top5_acc: 0.5367, loss_cls: 3.3296, loss: 3.3296, grad_norm: 1.0884 2020-07-24 11:25:03,830 - mmaction - INFO - Epoch [94][700/940] lr: 4.249e-01, eta: 1 day, 12:34:46, time: 0.695, data_time: 0.003, memory: 9569, top1_acc: 0.3018, top5_acc: 0.5391, loss_cls: 3.2728, loss: 3.2728, grad_norm: 1.0993 2020-07-24 11:25:17,329 - mmaction - INFO - Epoch [94][720/940] lr: 4.249e-01, eta: 1 day, 12:28:42, time: 0.675, data_time: 0.003, memory: 9569, top1_acc: 0.2865, top5_acc: 0.5437, loss_cls: 3.3063, loss: 3.3063, grad_norm: 1.0909 2020-07-24 11:25:30,923 - mmaction - INFO - Epoch [94][740/940] lr: 4.249e-01, eta: 1 day, 12:22:57, time: 0.680, data_time: 0.003, memory: 9569, top1_acc: 0.2955, top5_acc: 0.5480, loss_cls: 3.2600, loss: 3.2600, grad_norm: 1.1101 2020-07-24 11:25:44,676 - mmaction - INFO - Epoch [94][760/940] lr: 4.249e-01, eta: 1 day, 12:17:32, time: 0.688, data_time: 0.002, memory: 9569, top1_acc: 0.2846, top5_acc: 0.5469, loss_cls: 3.2623, loss: 3.2623, grad_norm: 1.0879 2020-07-24 11:25:58,538 - mmaction - INFO - Epoch [94][780/940] lr: 4.249e-01, eta: 1 day, 12:12:23, time: 0.692, data_time: 0.002, memory: 9569, top1_acc: 0.2971, top5_acc: 0.5492, loss_cls: 3.2575, loss: 3.2575, grad_norm: 1.0952 2020-07-24 11:26:14,970 - mmaction - INFO - Epoch [94][800/940] lr: 4.249e-01, eta: 1 day, 12:11:06, time: 0.821, data_time: 0.005, memory: 9569, top1_acc: 0.2926, top5_acc: 0.5506, loss_cls: 3.2845, loss: 3.2845, grad_norm: 1.1169 2020-07-24 11:26:28,694 - mmaction - INFO - Epoch [94][820/940] lr: 4.249e-01, eta: 1 day, 12:06:00, time: 0.688, data_time: 0.004, memory: 9569, top1_acc: 0.2881, top5_acc: 0.5412, loss_cls: 3.2999, loss: 3.2999, grad_norm: 1.0812 2020-07-24 11:26:42,419 - mmaction - INFO - Epoch [94][840/940] lr: 4.249e-01, eta: 1 day, 12:00:57, time: 0.686, data_time: 0.003, memory: 9569, top1_acc: 0.2879, top5_acc: 0.5389, loss_cls: 3.2897, loss: 3.2897, grad_norm: 1.0988 2020-07-24 11:26:56,589 - mmaction - INFO - Epoch [94][860/940] lr: 4.249e-01, eta: 1 day, 11:56:38, time: 0.708, data_time: 0.003, memory: 9569, top1_acc: 0.2975, top5_acc: 0.5535, loss_cls: 3.2458, loss: 3.2458, grad_norm: 1.0984 2020-07-24 11:27:10,147 - mmaction - INFO - Epoch [94][880/940] lr: 4.249e-01, eta: 1 day, 11:51:35, time: 0.678, data_time: 0.003, memory: 9569, top1_acc: 0.2904, top5_acc: 0.5496, loss_cls: 3.2657, loss: 3.2657, grad_norm: 1.1120 2020-07-24 11:27:23,320 - mmaction - INFO - Epoch [94][900/940] lr: 4.249e-01, eta: 1 day, 11:46:06, time: 0.659, data_time: 0.002, memory: 9569, top1_acc: 0.2859, top5_acc: 0.5369, loss_cls: 3.3083, loss: 3.3083, grad_norm: 1.1151 2020-07-24 11:27:37,730 - mmaction - INFO - Epoch [94][920/940] lr: 4.249e-01, eta: 1 day, 11:42:25, time: 0.721, data_time: 0.002, memory: 9569, top1_acc: 0.2896, top5_acc: 0.5395, loss_cls: 3.2870, loss: 3.2870, grad_norm: 1.0894 2020-07-24 11:27:49,893 - mmaction - INFO - Epoch [94][940/940] lr: 4.249e-01, eta: 1 day, 11:35:47, time: 0.609, data_time: 0.002, memory: 9569, top1_acc: 0.2871, top5_acc: 0.5388, loss_cls: 3.3088, loss: 3.3088, grad_norm: 1.0959 2020-07-24 11:30:25,848 - mmaction - INFO - Epoch [95][20/940] lr: 4.216e-01, eta: 1 day, 14:30:44, time: 7.401, data_time: 6.603, memory: 9569, top1_acc: 0.3031, top5_acc: 0.5430, loss_cls: 3.2805, loss: 3.2805, grad_norm: 1.1156 2020-07-24 11:30:39,584 - mmaction - INFO - Epoch [95][40/940] lr: 4.216e-01, eta: 1 day, 14:24:31, time: 0.687, data_time: 0.003, memory: 9569, top1_acc: 0.2984, top5_acc: 0.5535, loss_cls: 3.2487, loss: 3.2487, grad_norm: 1.1075 2020-07-24 11:30:52,740 - mmaction - INFO - Epoch [95][60/940] lr: 4.216e-01, eta: 1 day, 14:17:42, time: 0.659, data_time: 0.002, memory: 9569, top1_acc: 0.2996, top5_acc: 0.5449, loss_cls: 3.2650, loss: 3.2650, grad_norm: 1.0775 2020-07-24 11:31:07,312 - mmaction - INFO - Epoch [95][80/940] lr: 4.216e-01, eta: 1 day, 14:12:47, time: 0.728, data_time: 0.002, memory: 9569, top1_acc: 0.2992, top5_acc: 0.5508, loss_cls: 3.2364, loss: 3.2364, grad_norm: 1.0940 2020-07-24 11:31:20,535 - mmaction - INFO - Epoch [95][100/940] lr: 4.216e-01, eta: 1 day, 14:06:16, time: 0.661, data_time: 0.003, memory: 9569, top1_acc: 0.2896, top5_acc: 0.5504, loss_cls: 3.2639, loss: 3.2639, grad_norm: 1.1288 2020-07-24 11:31:34,145 - mmaction - INFO - Epoch [95][120/940] lr: 4.216e-01, eta: 1 day, 14:00:21, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.3074, top5_acc: 0.5490, loss_cls: 3.2222, loss: 3.2222, grad_norm: 1.0931 2020-07-24 11:31:48,174 - mmaction - INFO - Epoch [95][140/940] lr: 4.216e-01, eta: 1 day, 13:55:06, time: 0.702, data_time: 0.002, memory: 9569, top1_acc: 0.3033, top5_acc: 0.5467, loss_cls: 3.2679, loss: 3.2679, grad_norm: 1.0858 2020-07-24 11:32:01,909 - mmaction - INFO - Epoch [95][160/940] lr: 4.216e-01, eta: 1 day, 13:49:33, time: 0.686, data_time: 0.003, memory: 9569, top1_acc: 0.2893, top5_acc: 0.5437, loss_cls: 3.2873, loss: 3.2873, grad_norm: 1.1009 2020-07-24 11:32:15,029 - mmaction - INFO - Epoch [95][180/940] lr: 4.216e-01, eta: 1 day, 13:43:21, time: 0.656, data_time: 0.004, memory: 9569, top1_acc: 0.2965, top5_acc: 0.5457, loss_cls: 3.2757, loss: 3.2757, grad_norm: 1.1188 2020-07-24 11:32:28,982 - mmaction - INFO - Epoch [95][200/940] lr: 4.216e-01, eta: 1 day, 13:38:19, time: 0.698, data_time: 0.005, memory: 9569, top1_acc: 0.2951, top5_acc: 0.5461, loss_cls: 3.2617, loss: 3.2617, grad_norm: 1.0964 2020-07-24 11:32:42,532 - mmaction - INFO - Epoch [95][220/940] lr: 4.216e-01, eta: 1 day, 13:32:54, time: 0.679, data_time: 0.003, memory: 9569, top1_acc: 0.2977, top5_acc: 0.5469, loss_cls: 3.2482, loss: 3.2482, grad_norm: 1.0905 2020-07-24 11:32:57,359 - mmaction - INFO - Epoch [95][240/940] lr: 4.216e-01, eta: 1 day, 13:29:03, time: 0.740, data_time: 0.002, memory: 9569, top1_acc: 0.3029, top5_acc: 0.5592, loss_cls: 3.2271, loss: 3.2271, grad_norm: 1.0982 2020-07-24 11:33:10,859 - mmaction - INFO - Epoch [95][260/940] lr: 4.216e-01, eta: 1 day, 13:23:43, time: 0.675, data_time: 0.003, memory: 9569, top1_acc: 0.2924, top5_acc: 0.5469, loss_cls: 3.2920, loss: 3.2920, grad_norm: 1.0911 2020-07-24 11:33:24,678 - mmaction - INFO - Epoch [95][280/940] lr: 4.216e-01, eta: 1 day, 13:18:52, time: 0.691, data_time: 0.003, memory: 9569, top1_acc: 0.2971, top5_acc: 0.5479, loss_cls: 3.2561, loss: 3.2561, grad_norm: 1.1025 2020-07-24 11:33:37,883 - mmaction - INFO - Epoch [95][300/940] lr: 4.216e-01, eta: 1 day, 13:13:22, time: 0.660, data_time: 0.002, memory: 9569, top1_acc: 0.2895, top5_acc: 0.5531, loss_cls: 3.2555, loss: 3.2555, grad_norm: 1.0939 2020-07-24 11:33:51,937 - mmaction - INFO - Epoch [95][320/940] lr: 4.216e-01, eta: 1 day, 13:08:58, time: 0.704, data_time: 0.002, memory: 9569, top1_acc: 0.2973, top5_acc: 0.5504, loss_cls: 3.2585, loss: 3.2585, grad_norm: 1.1145 2020-07-24 11:34:05,559 - mmaction - INFO - Epoch [95][340/940] lr: 4.216e-01, eta: 1 day, 13:04:07, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.2920, top5_acc: 0.5449, loss_cls: 3.2881, loss: 3.2881, grad_norm: 1.1082 2020-07-24 11:34:18,598 - mmaction - INFO - Epoch [95][360/940] lr: 4.216e-01, eta: 1 day, 12:58:42, time: 0.652, data_time: 0.003, memory: 9569, top1_acc: 0.2967, top5_acc: 0.5494, loss_cls: 3.2710, loss: 3.2710, grad_norm: 1.1066 2020-07-24 11:34:31,749 - mmaction - INFO - Epoch [95][380/940] lr: 4.216e-01, eta: 1 day, 12:53:31, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.2967, top5_acc: 0.5416, loss_cls: 3.2630, loss: 3.2630, grad_norm: 1.0923 2020-07-24 11:34:45,940 - mmaction - INFO - Epoch [95][400/940] lr: 4.216e-01, eta: 1 day, 12:49:34, time: 0.709, data_time: 0.003, memory: 9569, top1_acc: 0.2883, top5_acc: 0.5410, loss_cls: 3.3106, loss: 3.3106, grad_norm: 1.0936 2020-07-24 11:35:00,485 - mmaction - INFO - Epoch [95][420/940] lr: 4.216e-01, eta: 1 day, 12:46:03, time: 0.727, data_time: 0.003, memory: 9569, top1_acc: 0.2922, top5_acc: 0.5410, loss_cls: 3.3015, loss: 3.3015, grad_norm: 1.0930 2020-07-24 11:35:14,286 - mmaction - INFO - Epoch [95][440/940] lr: 4.216e-01, eta: 1 day, 12:41:50, time: 0.691, data_time: 0.004, memory: 9569, top1_acc: 0.2902, top5_acc: 0.5441, loss_cls: 3.2726, loss: 3.2726, grad_norm: 1.0699 2020-07-24 11:35:28,026 - mmaction - INFO - Epoch [95][460/940] lr: 4.216e-01, eta: 1 day, 12:37:34, time: 0.686, data_time: 0.002, memory: 9569, top1_acc: 0.3004, top5_acc: 0.5529, loss_cls: 3.2349, loss: 3.2349, grad_norm: 1.1176 2020-07-24 11:35:41,578 - mmaction - INFO - Epoch [95][480/940] lr: 4.216e-01, eta: 1 day, 12:33:11, time: 0.678, data_time: 0.003, memory: 9569, top1_acc: 0.2947, top5_acc: 0.5555, loss_cls: 3.2799, loss: 3.2799, grad_norm: 1.1211 2020-07-24 11:35:55,474 - mmaction - INFO - Epoch [95][500/940] lr: 4.216e-01, eta: 1 day, 12:29:14, time: 0.695, data_time: 0.003, memory: 9569, top1_acc: 0.2934, top5_acc: 0.5426, loss_cls: 3.2724, loss: 3.2724, grad_norm: 1.1216 2020-07-24 11:36:09,315 - mmaction - INFO - Epoch [95][520/940] lr: 4.216e-01, eta: 1 day, 12:25:19, time: 0.693, data_time: 0.003, memory: 9569, top1_acc: 0.3012, top5_acc: 0.5555, loss_cls: 3.2369, loss: 3.2369, grad_norm: 1.0831 2020-07-24 11:36:23,053 - mmaction - INFO - Epoch [95][540/940] lr: 4.216e-01, eta: 1 day, 12:21:19, time: 0.686, data_time: 0.001, memory: 9569, top1_acc: 0.2902, top5_acc: 0.5260, loss_cls: 3.3175, loss: 3.3175, grad_norm: 1.1166 2020-07-24 11:36:37,495 - mmaction - INFO - Epoch [95][560/940] lr: 4.216e-01, eta: 1 day, 12:18:06, time: 0.722, data_time: 0.002, memory: 9569, top1_acc: 0.2998, top5_acc: 0.5537, loss_cls: 3.2572, loss: 3.2572, grad_norm: 1.0983 2020-07-24 11:36:51,327 - mmaction - INFO - Epoch [95][580/940] lr: 4.216e-01, eta: 1 day, 12:14:22, time: 0.693, data_time: 0.002, memory: 9569, top1_acc: 0.3006, top5_acc: 0.5508, loss_cls: 3.2473, loss: 3.2473, grad_norm: 1.0923 2020-07-24 11:37:04,936 - mmaction - INFO - Epoch [95][600/940] lr: 4.216e-01, eta: 1 day, 12:10:24, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.2949, top5_acc: 0.5469, loss_cls: 3.2665, loss: 3.2665, grad_norm: 1.1151 2020-07-24 11:37:19,564 - mmaction - INFO - Epoch [95][620/940] lr: 4.216e-01, eta: 1 day, 12:07:33, time: 0.732, data_time: 0.002, memory: 9569, top1_acc: 0.2920, top5_acc: 0.5336, loss_cls: 3.3195, loss: 3.3195, grad_norm: 1.0906 2020-07-24 11:37:32,648 - mmaction - INFO - Epoch [95][640/940] lr: 4.216e-01, eta: 1 day, 12:03:11, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.2980, top5_acc: 0.5465, loss_cls: 3.2696, loss: 3.2696, grad_norm: 1.0844 2020-07-24 11:37:45,909 - mmaction - INFO - Epoch [95][660/940] lr: 4.216e-01, eta: 1 day, 11:59:02, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.2945, top5_acc: 0.5465, loss_cls: 3.2868, loss: 3.2868, grad_norm: 1.1068 2020-07-24 11:38:00,035 - mmaction - INFO - Epoch [95][680/940] lr: 4.216e-01, eta: 1 day, 11:55:51, time: 0.708, data_time: 0.003, memory: 9569, top1_acc: 0.2967, top5_acc: 0.5408, loss_cls: 3.2863, loss: 3.2863, grad_norm: 1.0956 2020-07-24 11:38:13,248 - mmaction - INFO - Epoch [95][700/940] lr: 4.216e-01, eta: 1 day, 11:51:47, time: 0.661, data_time: 0.001, memory: 9569, top1_acc: 0.2889, top5_acc: 0.5395, loss_cls: 3.2907, loss: 3.2907, grad_norm: 1.0953 2020-07-24 11:38:27,579 - mmaction - INFO - Epoch [95][720/940] lr: 4.216e-01, eta: 1 day, 11:48:52, time: 0.716, data_time: 0.002, memory: 9569, top1_acc: 0.2832, top5_acc: 0.5365, loss_cls: 3.3307, loss: 3.3307, grad_norm: 1.1246 2020-07-24 11:38:41,648 - mmaction - INFO - Epoch [95][740/940] lr: 4.216e-01, eta: 1 day, 11:45:45, time: 0.703, data_time: 0.002, memory: 9569, top1_acc: 0.2998, top5_acc: 0.5535, loss_cls: 3.2693, loss: 3.2693, grad_norm: 1.1000 2020-07-24 11:38:55,448 - mmaction - INFO - Epoch [95][760/940] lr: 4.216e-01, eta: 1 day, 11:42:25, time: 0.690, data_time: 0.003, memory: 9569, top1_acc: 0.2867, top5_acc: 0.5383, loss_cls: 3.2865, loss: 3.2865, grad_norm: 1.0879 2020-07-24 11:39:09,992 - mmaction - INFO - Epoch [95][780/940] lr: 4.216e-01, eta: 1 day, 11:39:50, time: 0.727, data_time: 0.003, memory: 9569, top1_acc: 0.2785, top5_acc: 0.5309, loss_cls: 3.3334, loss: 3.3334, grad_norm: 1.0923 2020-07-24 11:39:24,424 - mmaction - INFO - Epoch [95][800/940] lr: 4.216e-01, eta: 1 day, 11:37:09, time: 0.721, data_time: 0.002, memory: 9569, top1_acc: 0.2961, top5_acc: 0.5461, loss_cls: 3.2711, loss: 3.2711, grad_norm: 1.1128 2020-07-24 11:39:38,600 - mmaction - INFO - Epoch [95][820/940] lr: 4.216e-01, eta: 1 day, 11:34:16, time: 0.707, data_time: 0.004, memory: 9569, top1_acc: 0.3023, top5_acc: 0.5459, loss_cls: 3.2496, loss: 3.2496, grad_norm: 1.0802 2020-07-24 11:39:52,696 - mmaction - INFO - Epoch [95][840/940] lr: 4.216e-01, eta: 1 day, 11:31:26, time: 0.708, data_time: 0.005, memory: 9569, top1_acc: 0.2990, top5_acc: 0.5465, loss_cls: 3.2562, loss: 3.2562, grad_norm: 1.1085 2020-07-24 11:40:06,451 - mmaction - INFO - Epoch [95][860/940] lr: 4.216e-01, eta: 1 day, 11:28:16, time: 0.688, data_time: 0.003, memory: 9569, top1_acc: 0.2961, top5_acc: 0.5480, loss_cls: 3.2747, loss: 3.2747, grad_norm: 1.1116 2020-07-24 11:40:20,248 - mmaction - INFO - Epoch [95][880/940] lr: 4.216e-01, eta: 1 day, 11:25:10, time: 0.690, data_time: 0.001, memory: 9569, top1_acc: 0.2850, top5_acc: 0.5381, loss_cls: 3.3085, loss: 3.3085, grad_norm: 1.1099 2020-07-24 11:40:34,079 - mmaction - INFO - Epoch [95][900/940] lr: 4.216e-01, eta: 1 day, 11:22:09, time: 0.691, data_time: 0.001, memory: 9569, top1_acc: 0.2799, top5_acc: 0.5437, loss_cls: 3.2653, loss: 3.2653, grad_norm: 1.1157 2020-07-24 11:40:47,259 - mmaction - INFO - Epoch [95][920/940] lr: 4.216e-01, eta: 1 day, 11:18:35, time: 0.659, data_time: 0.003, memory: 9569, top1_acc: 0.2926, top5_acc: 0.5400, loss_cls: 3.3210, loss: 3.3210, grad_norm: 1.0879 2020-07-24 11:40:59,467 - mmaction - INFO - Epoch [95][940/940] lr: 4.216e-01, eta: 1 day, 11:14:13, time: 0.611, data_time: 0.003, memory: 9569, top1_acc: 0.2892, top5_acc: 0.5290, loss_cls: 3.3312, loss: 3.3312, grad_norm: 1.0813 2020-07-24 11:43:26,556 - mmaction - INFO - Epoch [96][20/940] lr: 4.182e-01, eta: 1 day, 13:04:11, time: 7.046, data_time: 6.269, memory: 9569, top1_acc: 0.2955, top5_acc: 0.5484, loss_cls: 3.2701, loss: 3.2701, grad_norm: 1.0877 2020-07-24 11:43:41,265 - mmaction - INFO - Epoch [96][40/940] lr: 4.182e-01, eta: 1 day, 13:01:20, time: 0.736, data_time: 0.003, memory: 9569, top1_acc: 0.3123, top5_acc: 0.5664, loss_cls: 3.1830, loss: 3.1830, grad_norm: 1.1160 2020-07-24 11:43:54,839 - mmaction - INFO - Epoch [96][60/940] lr: 4.182e-01, eta: 1 day, 12:57:28, time: 0.677, data_time: 0.001, memory: 9569, top1_acc: 0.2949, top5_acc: 0.5383, loss_cls: 3.2773, loss: 3.2773, grad_norm: 1.1158 2020-07-24 11:44:09,171 - mmaction - INFO - Epoch [96][80/940] lr: 4.182e-01, eta: 1 day, 12:54:21, time: 0.717, data_time: 0.003, memory: 9569, top1_acc: 0.3021, top5_acc: 0.5547, loss_cls: 3.2216, loss: 3.2216, grad_norm: 1.0994 2020-07-24 11:44:22,125 - mmaction - INFO - Epoch [96][100/940] lr: 4.182e-01, eta: 1 day, 12:50:06, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.3020, top5_acc: 0.5467, loss_cls: 3.2513, loss: 3.2513, grad_norm: 1.0973 2020-07-24 11:44:36,455 - mmaction - INFO - Epoch [96][120/940] lr: 4.182e-01, eta: 1 day, 12:47:03, time: 0.716, data_time: 0.001, memory: 9569, top1_acc: 0.3014, top5_acc: 0.5617, loss_cls: 3.2073, loss: 3.2073, grad_norm: 1.1098 2020-07-24 11:44:49,496 - mmaction - INFO - Epoch [96][140/940] lr: 4.182e-01, eta: 1 day, 12:42:57, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.2941, top5_acc: 0.5518, loss_cls: 3.2413, loss: 3.2413, grad_norm: 1.1139 2020-07-24 11:45:03,146 - mmaction - INFO - Epoch [96][160/940] lr: 4.182e-01, eta: 1 day, 12:39:25, time: 0.682, data_time: 0.002, memory: 9569, top1_acc: 0.3059, top5_acc: 0.5543, loss_cls: 3.2486, loss: 3.2486, grad_norm: 1.0911 2020-07-24 11:45:17,588 - mmaction - INFO - Epoch [96][180/940] lr: 4.182e-01, eta: 1 day, 12:36:35, time: 0.722, data_time: 0.003, memory: 9569, top1_acc: 0.2938, top5_acc: 0.5467, loss_cls: 3.2791, loss: 3.2791, grad_norm: 1.1261 2020-07-24 11:45:31,178 - mmaction - INFO - Epoch [96][200/940] lr: 4.182e-01, eta: 1 day, 12:33:05, time: 0.680, data_time: 0.003, memory: 9569, top1_acc: 0.2959, top5_acc: 0.5455, loss_cls: 3.2654, loss: 3.2654, grad_norm: 1.1166 2020-07-24 11:45:45,034 - mmaction - INFO - Epoch [96][220/940] lr: 4.182e-01, eta: 1 day, 12:29:51, time: 0.693, data_time: 0.003, memory: 9569, top1_acc: 0.3006, top5_acc: 0.5453, loss_cls: 3.2480, loss: 3.2480, grad_norm: 1.1087 2020-07-24 11:45:58,100 - mmaction - INFO - Epoch [96][240/940] lr: 4.182e-01, eta: 1 day, 12:26:00, time: 0.653, data_time: 0.003, memory: 9569, top1_acc: 0.2920, top5_acc: 0.5523, loss_cls: 3.2751, loss: 3.2751, grad_norm: 1.1043 2020-07-24 11:46:11,507 - mmaction - INFO - Epoch [96][260/940] lr: 4.182e-01, eta: 1 day, 12:22:27, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.2900, top5_acc: 0.5486, loss_cls: 3.2700, loss: 3.2700, grad_norm: 1.1159 2020-07-24 11:46:25,095 - mmaction - INFO - Epoch [96][280/940] lr: 4.182e-01, eta: 1 day, 12:19:10, time: 0.682, data_time: 0.004, memory: 9569, top1_acc: 0.2957, top5_acc: 0.5367, loss_cls: 3.3074, loss: 3.3074, grad_norm: 1.1004 2020-07-24 11:46:39,399 - mmaction - INFO - Epoch [96][300/940] lr: 4.182e-01, eta: 1 day, 12:16:26, time: 0.714, data_time: 0.002, memory: 9569, top1_acc: 0.2842, top5_acc: 0.5396, loss_cls: 3.3022, loss: 3.3022, grad_norm: 1.0735 2020-07-24 11:46:52,487 - mmaction - INFO - Epoch [96][320/940] lr: 4.182e-01, eta: 1 day, 12:12:47, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.2965, top5_acc: 0.5406, loss_cls: 3.2804, loss: 3.2804, grad_norm: 1.0614 2020-07-24 11:47:07,072 - mmaction - INFO - Epoch [96][340/940] lr: 4.182e-01, eta: 1 day, 12:10:22, time: 0.729, data_time: 0.002, memory: 9569, top1_acc: 0.3074, top5_acc: 0.5529, loss_cls: 3.2066, loss: 3.2066, grad_norm: 1.0867 2020-07-24 11:47:21,091 - mmaction - INFO - Epoch [96][360/940] lr: 4.182e-01, eta: 1 day, 12:07:30, time: 0.699, data_time: 0.001, memory: 9569, top1_acc: 0.3109, top5_acc: 0.5508, loss_cls: 3.2135, loss: 3.2135, grad_norm: 1.0944 2020-07-24 11:47:35,014 - mmaction - INFO - Epoch [96][380/940] lr: 4.182e-01, eta: 1 day, 12:04:37, time: 0.697, data_time: 0.003, memory: 9569, top1_acc: 0.2904, top5_acc: 0.5375, loss_cls: 3.2719, loss: 3.2719, grad_norm: 1.1033 2020-07-24 11:47:48,353 - mmaction - INFO - Epoch [96][400/940] lr: 4.182e-01, eta: 1 day, 12:01:17, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.2943, top5_acc: 0.5437, loss_cls: 3.3038, loss: 3.3038, grad_norm: 1.0996 2020-07-24 11:48:02,281 - mmaction - INFO - Epoch [96][420/940] lr: 4.182e-01, eta: 1 day, 11:58:30, time: 0.698, data_time: 0.004, memory: 9569, top1_acc: 0.2830, top5_acc: 0.5348, loss_cls: 3.3277, loss: 3.3277, grad_norm: 1.1025 2020-07-24 11:48:15,445 - mmaction - INFO - Epoch [96][440/940] lr: 4.182e-01, eta: 1 day, 11:55:07, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.2857, top5_acc: 0.5475, loss_cls: 3.3059, loss: 3.3059, grad_norm: 1.1031 2020-07-24 11:48:28,536 - mmaction - INFO - Epoch [96][460/940] lr: 4.182e-01, eta: 1 day, 11:51:45, time: 0.655, data_time: 0.003, memory: 9569, top1_acc: 0.2992, top5_acc: 0.5549, loss_cls: 3.2253, loss: 3.2253, grad_norm: 1.1241 2020-07-24 11:48:41,697 - mmaction - INFO - Epoch [96][480/940] lr: 4.182e-01, eta: 1 day, 11:48:27, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.2910, top5_acc: 0.5424, loss_cls: 3.2770, loss: 3.2770, grad_norm: 1.1113 2020-07-24 11:48:55,404 - mmaction - INFO - Epoch [96][500/940] lr: 4.182e-01, eta: 1 day, 11:45:35, time: 0.684, data_time: 0.002, memory: 9569, top1_acc: 0.3010, top5_acc: 0.5475, loss_cls: 3.2717, loss: 3.2717, grad_norm: 1.1106 2020-07-24 11:49:09,133 - mmaction - INFO - Epoch [96][520/940] lr: 4.182e-01, eta: 1 day, 11:42:47, time: 0.686, data_time: 0.004, memory: 9569, top1_acc: 0.2896, top5_acc: 0.5410, loss_cls: 3.3177, loss: 3.3177, grad_norm: 1.1128 2020-07-24 11:49:23,538 - mmaction - INFO - Epoch [96][540/940] lr: 4.182e-01, eta: 1 day, 11:40:32, time: 0.721, data_time: 0.003, memory: 9569, top1_acc: 0.2852, top5_acc: 0.5307, loss_cls: 3.3149, loss: 3.3149, grad_norm: 1.0712 2020-07-24 11:49:37,127 - mmaction - INFO - Epoch [96][560/940] lr: 4.182e-01, eta: 1 day, 11:37:42, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.3035, top5_acc: 0.5457, loss_cls: 3.2441, loss: 3.2441, grad_norm: 1.1097 2020-07-24 11:49:52,500 - mmaction - INFO - Epoch [96][580/940] lr: 4.182e-01, eta: 1 day, 11:36:12, time: 0.768, data_time: 0.001, memory: 9569, top1_acc: 0.3014, top5_acc: 0.5496, loss_cls: 3.2527, loss: 3.2527, grad_norm: 1.1015 2020-07-24 11:50:05,498 - mmaction - INFO - Epoch [96][600/940] lr: 4.182e-01, eta: 1 day, 11:32:58, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.2986, top5_acc: 0.5475, loss_cls: 3.2347, loss: 3.2347, grad_norm: 1.1101 2020-07-24 11:50:19,499 - mmaction - INFO - Epoch [96][620/940] lr: 4.182e-01, eta: 1 day, 11:30:31, time: 0.700, data_time: 0.002, memory: 9569, top1_acc: 0.2900, top5_acc: 0.5508, loss_cls: 3.2679, loss: 3.2679, grad_norm: 1.0964 2020-07-24 11:50:33,695 - mmaction - INFO - Epoch [96][640/940] lr: 4.182e-01, eta: 1 day, 11:28:14, time: 0.710, data_time: 0.002, memory: 9569, top1_acc: 0.2949, top5_acc: 0.5510, loss_cls: 3.2653, loss: 3.2653, grad_norm: 1.1094 2020-07-24 11:50:46,622 - mmaction - INFO - Epoch [96][660/940] lr: 4.182e-01, eta: 1 day, 11:25:01, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3049, top5_acc: 0.5574, loss_cls: 3.2390, loss: 3.2390, grad_norm: 1.1022 2020-07-24 11:51:00,818 - mmaction - INFO - Epoch [96][680/940] lr: 4.182e-01, eta: 1 day, 11:22:48, time: 0.711, data_time: 0.004, memory: 9569, top1_acc: 0.2961, top5_acc: 0.5490, loss_cls: 3.2857, loss: 3.2857, grad_norm: 1.0951 2020-07-24 11:51:14,997 - mmaction - INFO - Epoch [96][700/940] lr: 4.182e-01, eta: 1 day, 11:20:35, time: 0.710, data_time: 0.003, memory: 9569, top1_acc: 0.2994, top5_acc: 0.5541, loss_cls: 3.2449, loss: 3.2449, grad_norm: 1.1271 2020-07-24 11:51:28,465 - mmaction - INFO - Epoch [96][720/940] lr: 4.182e-01, eta: 1 day, 11:17:51, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.2945, top5_acc: 0.5533, loss_cls: 3.2335, loss: 3.2335, grad_norm: 1.0948 2020-07-24 11:51:44,358 - mmaction - INFO - Epoch [96][740/940] lr: 4.182e-01, eta: 1 day, 11:16:52, time: 0.794, data_time: 0.004, memory: 9569, top1_acc: 0.3004, top5_acc: 0.5430, loss_cls: 3.2502, loss: 3.2502, grad_norm: 1.1170 2020-07-24 11:51:57,255 - mmaction - INFO - Epoch [96][760/940] lr: 4.182e-01, eta: 1 day, 11:13:48, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.2951, top5_acc: 0.5479, loss_cls: 3.2859, loss: 3.2859, grad_norm: 1.1181 2020-07-24 11:52:11,268 - mmaction - INFO - Epoch [96][780/940] lr: 4.182e-01, eta: 1 day, 11:11:34, time: 0.702, data_time: 0.004, memory: 9569, top1_acc: 0.2887, top5_acc: 0.5449, loss_cls: 3.2934, loss: 3.2934, grad_norm: 1.1024 2020-07-24 11:52:24,177 - mmaction - INFO - Epoch [96][800/940] lr: 4.182e-01, eta: 1 day, 11:08:34, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.2822, top5_acc: 0.5299, loss_cls: 3.3273, loss: 3.3273, grad_norm: 1.0962 2020-07-24 11:52:37,348 - mmaction - INFO - Epoch [96][820/940] lr: 4.182e-01, eta: 1 day, 11:05:47, time: 0.659, data_time: 0.003, memory: 9569, top1_acc: 0.2916, top5_acc: 0.5469, loss_cls: 3.2545, loss: 3.2545, grad_norm: 1.0988 2020-07-24 11:52:51,895 - mmaction - INFO - Epoch [96][840/940] lr: 4.182e-01, eta: 1 day, 11:03:57, time: 0.726, data_time: 0.003, memory: 9569, top1_acc: 0.2928, top5_acc: 0.5281, loss_cls: 3.3424, loss: 3.3424, grad_norm: 1.0928 2020-07-24 11:53:05,842 - mmaction - INFO - Epoch [96][860/940] lr: 4.182e-01, eta: 1 day, 11:01:45, time: 0.698, data_time: 0.003, memory: 9569, top1_acc: 0.2904, top5_acc: 0.5357, loss_cls: 3.3280, loss: 3.3280, grad_norm: 1.1067 2020-07-24 11:53:20,568 - mmaction - INFO - Epoch [96][880/940] lr: 4.182e-01, eta: 1 day, 11:00:06, time: 0.736, data_time: 0.004, memory: 9569, top1_acc: 0.2973, top5_acc: 0.5502, loss_cls: 3.2532, loss: 3.2532, grad_norm: 1.1023 2020-07-24 11:53:34,211 - mmaction - INFO - Epoch [96][900/940] lr: 4.182e-01, eta: 1 day, 10:57:44, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.2979, top5_acc: 0.5422, loss_cls: 3.2837, loss: 3.2837, grad_norm: 1.1160 2020-07-24 11:53:48,104 - mmaction - INFO - Epoch [96][920/940] lr: 4.182e-01, eta: 1 day, 10:55:33, time: 0.694, data_time: 0.002, memory: 9569, top1_acc: 0.2971, top5_acc: 0.5568, loss_cls: 3.2377, loss: 3.2377, grad_norm: 1.0786 2020-07-24 11:54:00,300 - mmaction - INFO - Epoch [96][940/940] lr: 4.182e-01, eta: 1 day, 10:52:16, time: 0.611, data_time: 0.003, memory: 9569, top1_acc: 0.2869, top5_acc: 0.5438, loss_cls: 3.2916, loss: 3.2916, grad_norm: 1.1089 2020-07-24 11:54:05,508 - mmaction - INFO - Saving checkpoint at 96 epochs 2020-07-24 11:56:24,968 - mmaction - INFO - Epoch [97][20/940] lr: 4.148e-01, eta: 1 day, 12:12:33, time: 6.910, data_time: 6.133, memory: 9569, top1_acc: 0.2896, top5_acc: 0.5488, loss_cls: 3.2784, loss: 3.2784, grad_norm: 1.1058 2020-07-24 11:56:39,318 - mmaction - INFO - Epoch [97][40/940] lr: 4.148e-01, eta: 1 day, 12:10:17, time: 0.717, data_time: 0.003, memory: 9569, top1_acc: 0.3076, top5_acc: 0.5512, loss_cls: 3.2171, loss: 3.2171, grad_norm: 1.0989 2020-07-24 11:56:52,766 - mmaction - INFO - Epoch [97][60/940] lr: 4.148e-01, eta: 1 day, 12:07:28, time: 0.673, data_time: 0.003, memory: 9569, top1_acc: 0.3039, top5_acc: 0.5533, loss_cls: 3.2274, loss: 3.2274, grad_norm: 1.1110 2020-07-24 11:57:06,395 - mmaction - INFO - Epoch [97][80/940] lr: 4.148e-01, eta: 1 day, 12:04:47, time: 0.681, data_time: 0.003, memory: 9569, top1_acc: 0.3006, top5_acc: 0.5547, loss_cls: 3.2387, loss: 3.2387, grad_norm: 1.1009 2020-07-24 11:57:20,513 - mmaction - INFO - Epoch [97][100/940] lr: 4.148e-01, eta: 1 day, 12:02:25, time: 0.704, data_time: 0.002, memory: 9569, top1_acc: 0.2840, top5_acc: 0.5482, loss_cls: 3.2865, loss: 3.2865, grad_norm: 1.1285 2020-07-24 11:57:33,829 - mmaction - INFO - Epoch [97][120/940] lr: 4.148e-01, eta: 1 day, 11:59:36, time: 0.668, data_time: 0.004, memory: 9569, top1_acc: 0.3061, top5_acc: 0.5502, loss_cls: 3.2379, loss: 3.2379, grad_norm: 1.1141 2020-07-24 11:57:47,807 - mmaction - INFO - Epoch [97][140/940] lr: 4.148e-01, eta: 1 day, 11:57:12, time: 0.698, data_time: 0.002, memory: 9569, top1_acc: 0.3000, top5_acc: 0.5539, loss_cls: 3.2337, loss: 3.2337, grad_norm: 1.1157 2020-07-24 11:58:00,657 - mmaction - INFO - Epoch [97][160/940] lr: 4.148e-01, eta: 1 day, 11:54:08, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3039, top5_acc: 0.5549, loss_cls: 3.2472, loss: 3.2472, grad_norm: 1.1211 2020-07-24 11:58:14,581 - mmaction - INFO - Epoch [97][180/940] lr: 4.148e-01, eta: 1 day, 11:51:46, time: 0.697, data_time: 0.002, memory: 9569, top1_acc: 0.3045, top5_acc: 0.5480, loss_cls: 3.2618, loss: 3.2618, grad_norm: 1.1098 2020-07-24 11:58:28,181 - mmaction - INFO - Epoch [97][200/940] lr: 4.148e-01, eta: 1 day, 11:49:12, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3008, top5_acc: 0.5521, loss_cls: 3.2182, loss: 3.2182, grad_norm: 1.1032 2020-07-24 11:58:41,712 - mmaction - INFO - Epoch [97][220/940] lr: 4.148e-01, eta: 1 day, 11:46:37, time: 0.677, data_time: 0.003, memory: 9569, top1_acc: 0.3006, top5_acc: 0.5535, loss_cls: 3.2576, loss: 3.2576, grad_norm: 1.1170 2020-07-24 11:58:55,914 - mmaction - INFO - Epoch [97][240/940] lr: 4.148e-01, eta: 1 day, 11:44:30, time: 0.710, data_time: 0.003, memory: 9569, top1_acc: 0.2910, top5_acc: 0.5564, loss_cls: 3.2324, loss: 3.2324, grad_norm: 1.1369 2020-07-24 11:59:09,530 - mmaction - INFO - Epoch [97][260/940] lr: 4.148e-01, eta: 1 day, 11:42:01, time: 0.681, data_time: 0.002, memory: 9569, top1_acc: 0.2918, top5_acc: 0.5449, loss_cls: 3.2786, loss: 3.2786, grad_norm: 1.1092 2020-07-24 11:59:23,275 - mmaction - INFO - Epoch [97][280/940] lr: 4.148e-01, eta: 1 day, 11:39:39, time: 0.688, data_time: 0.003, memory: 9569, top1_acc: 0.3012, top5_acc: 0.5338, loss_cls: 3.2762, loss: 3.2762, grad_norm: 1.1125 2020-07-24 11:59:37,763 - mmaction - INFO - Epoch [97][300/940] lr: 4.148e-01, eta: 1 day, 11:37:44, time: 0.724, data_time: 0.002, memory: 9569, top1_acc: 0.2842, top5_acc: 0.5465, loss_cls: 3.2998, loss: 3.2998, grad_norm: 1.1122 2020-07-24 11:59:50,732 - mmaction - INFO - Epoch [97][320/940] lr: 4.148e-01, eta: 1 day, 11:34:56, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.2992, top5_acc: 0.5479, loss_cls: 3.2539, loss: 3.2539, grad_norm: 1.0877 2020-07-24 12:00:06,289 - mmaction - INFO - Epoch [97][340/940] lr: 4.148e-01, eta: 1 day, 11:33:37, time: 0.769, data_time: 0.003, memory: 9569, top1_acc: 0.2936, top5_acc: 0.5426, loss_cls: 3.2840, loss: 3.2840, grad_norm: 1.1037 2020-07-24 12:00:26,514 - mmaction - INFO - Epoch [97][360/940] lr: 4.148e-01, eta: 1 day, 11:35:17, time: 1.014, data_time: 0.049, memory: 9569, top1_acc: 0.2988, top5_acc: 0.5494, loss_cls: 3.2505, loss: 3.2505, grad_norm: 1.1039 2020-07-24 12:00:43,605 - mmaction - INFO - Epoch [97][380/940] lr: 4.148e-01, eta: 1 day, 11:35:04, time: 0.859, data_time: 0.017, memory: 9569, top1_acc: 0.2957, top5_acc: 0.5600, loss_cls: 3.2501, loss: 3.2501, grad_norm: 1.1070 2020-07-24 12:00:57,227 - mmaction - INFO - Epoch [97][400/940] lr: 4.148e-01, eta: 1 day, 11:32:43, time: 0.682, data_time: 0.004, memory: 9569, top1_acc: 0.2984, top5_acc: 0.5537, loss_cls: 3.2247, loss: 3.2247, grad_norm: 1.1212 2020-07-24 12:01:11,369 - mmaction - INFO - Epoch [97][420/940] lr: 4.148e-01, eta: 1 day, 11:30:41, time: 0.707, data_time: 0.003, memory: 9569, top1_acc: 0.2982, top5_acc: 0.5477, loss_cls: 3.2528, loss: 3.2528, grad_norm: 1.0941 2020-07-24 12:01:24,635 - mmaction - INFO - Epoch [97][440/940] lr: 4.148e-01, eta: 1 day, 11:28:10, time: 0.665, data_time: 0.003, memory: 9569, top1_acc: 0.3008, top5_acc: 0.5426, loss_cls: 3.2797, loss: 3.2797, grad_norm: 1.1148 2020-07-24 12:01:39,114 - mmaction - INFO - Epoch [97][460/940] lr: 4.148e-01, eta: 1 day, 11:26:21, time: 0.723, data_time: 0.002, memory: 9569, top1_acc: 0.2975, top5_acc: 0.5500, loss_cls: 3.2539, loss: 3.2539, grad_norm: 1.0823 2020-07-24 12:01:52,020 - mmaction - INFO - Epoch [97][480/940] lr: 4.148e-01, eta: 1 day, 11:23:39, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.2906, top5_acc: 0.5410, loss_cls: 3.3013, loss: 3.3013, grad_norm: 1.0961 2020-07-24 12:02:06,498 - mmaction - INFO - Epoch [97][500/940] lr: 4.148e-01, eta: 1 day, 11:21:53, time: 0.724, data_time: 0.003, memory: 9569, top1_acc: 0.3031, top5_acc: 0.5578, loss_cls: 3.2121, loss: 3.2121, grad_norm: 1.1204 2020-07-24 12:02:19,958 - mmaction - INFO - Epoch [97][520/940] lr: 4.148e-01, eta: 1 day, 11:19:33, time: 0.673, data_time: 0.003, memory: 9569, top1_acc: 0.2875, top5_acc: 0.5393, loss_cls: 3.2948, loss: 3.2948, grad_norm: 1.0980 2020-07-24 12:02:33,977 - mmaction - INFO - Epoch [97][540/940] lr: 4.148e-01, eta: 1 day, 11:17:33, time: 0.701, data_time: 0.002, memory: 9569, top1_acc: 0.3088, top5_acc: 0.5604, loss_cls: 3.2257, loss: 3.2257, grad_norm: 1.0706 2020-07-24 12:02:49,585 - mmaction - INFO - Epoch [97][560/940] lr: 4.148e-01, eta: 1 day, 11:16:29, time: 0.779, data_time: 0.003, memory: 9569, top1_acc: 0.2971, top5_acc: 0.5459, loss_cls: 3.2583, loss: 3.2583, grad_norm: 1.0889 2020-07-24 12:03:03,221 - mmaction - INFO - Epoch [97][580/940] lr: 4.148e-01, eta: 1 day, 11:14:18, time: 0.683, data_time: 0.003, memory: 9569, top1_acc: 0.2912, top5_acc: 0.5418, loss_cls: 3.2995, loss: 3.2995, grad_norm: 1.1227 2020-07-24 12:03:17,011 - mmaction - INFO - Epoch [97][600/940] lr: 4.148e-01, eta: 1 day, 11:12:13, time: 0.689, data_time: 0.002, memory: 9569, top1_acc: 0.2898, top5_acc: 0.5479, loss_cls: 3.2649, loss: 3.2649, grad_norm: 1.1126 2020-07-24 12:03:31,197 - mmaction - INFO - Epoch [97][620/940] lr: 4.148e-01, eta: 1 day, 11:10:23, time: 0.710, data_time: 0.003, memory: 9569, top1_acc: 0.2906, top5_acc: 0.5443, loss_cls: 3.2855, loss: 3.2855, grad_norm: 1.0971 2020-07-24 12:03:44,178 - mmaction - INFO - Epoch [97][640/940] lr: 4.148e-01, eta: 1 day, 11:07:51, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3047, top5_acc: 0.5561, loss_cls: 3.2364, loss: 3.2364, grad_norm: 1.1203 2020-07-24 12:03:58,678 - mmaction - INFO - Epoch [97][660/940] lr: 4.148e-01, eta: 1 day, 11:06:14, time: 0.726, data_time: 0.003, memory: 9569, top1_acc: 0.2965, top5_acc: 0.5451, loss_cls: 3.2852, loss: 3.2852, grad_norm: 1.1006 2020-07-24 12:04:11,704 - mmaction - INFO - Epoch [97][680/940] lr: 4.148e-01, eta: 1 day, 11:03:48, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.2971, top5_acc: 0.5482, loss_cls: 3.2714, loss: 3.2714, grad_norm: 1.1148 2020-07-24 12:04:26,167 - mmaction - INFO - Epoch [97][700/940] lr: 4.148e-01, eta: 1 day, 11:02:09, time: 0.722, data_time: 0.001, memory: 9569, top1_acc: 0.2982, top5_acc: 0.5408, loss_cls: 3.2817, loss: 3.2817, grad_norm: 1.1125 2020-07-24 12:04:39,693 - mmaction - INFO - Epoch [97][720/940] lr: 4.148e-01, eta: 1 day, 11:00:02, time: 0.677, data_time: 0.003, memory: 9569, top1_acc: 0.3094, top5_acc: 0.5516, loss_cls: 3.2251, loss: 3.2251, grad_norm: 1.1105 2020-07-24 12:04:52,669 - mmaction - INFO - Epoch [97][740/940] lr: 4.148e-01, eta: 1 day, 10:57:37, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.2898, top5_acc: 0.5416, loss_cls: 3.2982, loss: 3.2982, grad_norm: 1.1190 2020-07-24 12:05:07,192 - mmaction - INFO - Epoch [97][760/940] lr: 4.148e-01, eta: 1 day, 10:56:04, time: 0.726, data_time: 0.002, memory: 9569, top1_acc: 0.2971, top5_acc: 0.5498, loss_cls: 3.2794, loss: 3.2794, grad_norm: 1.1413 2020-07-24 12:05:20,796 - mmaction - INFO - Epoch [97][780/940] lr: 4.148e-01, eta: 1 day, 10:54:01, time: 0.680, data_time: 0.003, memory: 9569, top1_acc: 0.2955, top5_acc: 0.5518, loss_cls: 3.2551, loss: 3.2551, grad_norm: 1.1193 2020-07-24 12:05:34,661 - mmaction - INFO - Epoch [97][800/940] lr: 4.148e-01, eta: 1 day, 10:52:09, time: 0.694, data_time: 0.003, memory: 9569, top1_acc: 0.2977, top5_acc: 0.5426, loss_cls: 3.2398, loss: 3.2398, grad_norm: 1.1184 2020-07-24 12:05:48,917 - mmaction - INFO - Epoch [97][820/940] lr: 4.148e-01, eta: 1 day, 10:50:29, time: 0.713, data_time: 0.002, memory: 9569, top1_acc: 0.2971, top5_acc: 0.5520, loss_cls: 3.2612, loss: 3.2612, grad_norm: 1.1192 2020-07-24 12:06:02,037 - mmaction - INFO - Epoch [97][840/940] lr: 4.148e-01, eta: 1 day, 10:48:14, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.2889, top5_acc: 0.5434, loss_cls: 3.2835, loss: 3.2835, grad_norm: 1.1167 2020-07-24 12:06:16,235 - mmaction - INFO - Epoch [97][860/940] lr: 4.148e-01, eta: 1 day, 10:46:34, time: 0.709, data_time: 0.003, memory: 9569, top1_acc: 0.3066, top5_acc: 0.5533, loss_cls: 3.1910, loss: 3.1910, grad_norm: 1.1099 2020-07-24 12:06:30,247 - mmaction - INFO - Epoch [97][880/940] lr: 4.148e-01, eta: 1 day, 10:44:49, time: 0.700, data_time: 0.003, memory: 9569, top1_acc: 0.2957, top5_acc: 0.5563, loss_cls: 3.2355, loss: 3.2355, grad_norm: 1.1273 2020-07-24 12:06:43,707 - mmaction - INFO - Epoch [97][900/940] lr: 4.148e-01, eta: 1 day, 10:42:47, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.2887, top5_acc: 0.5395, loss_cls: 3.2836, loss: 3.2836, grad_norm: 1.1160 2020-07-24 12:06:57,964 - mmaction - INFO - Epoch [97][920/940] lr: 4.148e-01, eta: 1 day, 10:41:12, time: 0.713, data_time: 0.003, memory: 9569, top1_acc: 0.2869, top5_acc: 0.5402, loss_cls: 3.2838, loss: 3.2838, grad_norm: 1.1079 2020-07-24 12:07:10,915 - mmaction - INFO - Epoch [97][940/940] lr: 4.148e-01, eta: 1 day, 10:38:57, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.2940, top5_acc: 0.5440, loss_cls: 3.3133, loss: 3.3133, grad_norm: 1.1111 2020-07-24 12:09:55,870 - mmaction - INFO - Epoch [98][20/940] lr: 4.114e-01, eta: 1 day, 11:53:16, time: 7.904, data_time: 5.936, memory: 9569, top1_acc: 0.3004, top5_acc: 0.5494, loss_cls: 3.2625, loss: 3.2625, grad_norm: 1.1222 2020-07-24 12:10:10,989 - mmaction - INFO - Epoch [98][40/940] lr: 4.114e-01, eta: 1 day, 11:51:51, time: 0.757, data_time: 0.004, memory: 9569, top1_acc: 0.3006, top5_acc: 0.5584, loss_cls: 3.2508, loss: 3.2508, grad_norm: 1.1094 2020-07-24 12:10:24,282 - mmaction - INFO - Epoch [98][60/940] lr: 4.114e-01, eta: 1 day, 11:49:28, time: 0.664, data_time: 0.003, memory: 9569, top1_acc: 0.3023, top5_acc: 0.5498, loss_cls: 3.2195, loss: 3.2195, grad_norm: 1.1124 2020-07-24 12:10:37,824 - mmaction - INFO - Epoch [98][80/940] lr: 4.114e-01, eta: 1 day, 11:47:15, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.3000, top5_acc: 0.5551, loss_cls: 3.2218, loss: 3.2218, grad_norm: 1.1073 2020-07-24 12:10:51,582 - mmaction - INFO - Epoch [98][100/940] lr: 4.114e-01, eta: 1 day, 11:45:09, time: 0.688, data_time: 0.001, memory: 9569, top1_acc: 0.2980, top5_acc: 0.5563, loss_cls: 3.2235, loss: 3.2235, grad_norm: 1.1038 2020-07-24 12:11:05,759 - mmaction - INFO - Epoch [98][120/940] lr: 4.114e-01, eta: 1 day, 11:43:17, time: 0.708, data_time: 0.002, memory: 9569, top1_acc: 0.3002, top5_acc: 0.5520, loss_cls: 3.2250, loss: 3.2250, grad_norm: 1.1257 2020-07-24 12:11:18,918 - mmaction - INFO - Epoch [98][140/940] lr: 4.114e-01, eta: 1 day, 11:40:51, time: 0.653, data_time: 0.003, memory: 9569, top1_acc: 0.2893, top5_acc: 0.5416, loss_cls: 3.2721, loss: 3.2721, grad_norm: 1.1031 2020-07-24 12:11:33,099 - mmaction - INFO - Epoch [98][160/940] lr: 4.114e-01, eta: 1 day, 11:39:04, time: 0.714, data_time: 0.007, memory: 9569, top1_acc: 0.3045, top5_acc: 0.5563, loss_cls: 3.2115, loss: 3.2115, grad_norm: 1.1012 2020-07-24 12:11:45,914 - mmaction - INFO - Epoch [98][180/940] lr: 4.114e-01, eta: 1 day, 11:36:33, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.2918, top5_acc: 0.5521, loss_cls: 3.2809, loss: 3.2809, grad_norm: 1.1241 2020-07-24 12:11:59,198 - mmaction - INFO - Epoch [98][200/940] lr: 4.114e-01, eta: 1 day, 11:34:17, time: 0.664, data_time: 0.003, memory: 9569, top1_acc: 0.3057, top5_acc: 0.5463, loss_cls: 3.2496, loss: 3.2496, grad_norm: 1.1068 2020-07-24 12:12:12,224 - mmaction - INFO - Epoch [98][220/940] lr: 4.114e-01, eta: 1 day, 11:31:55, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.2979, top5_acc: 0.5482, loss_cls: 3.2441, loss: 3.2441, grad_norm: 1.0994 2020-07-24 12:12:25,952 - mmaction - INFO - Epoch [98][240/940] lr: 4.114e-01, eta: 1 day, 11:29:55, time: 0.686, data_time: 0.002, memory: 9569, top1_acc: 0.3023, top5_acc: 0.5395, loss_cls: 3.2576, loss: 3.2576, grad_norm: 1.0931 2020-07-24 12:12:40,270 - mmaction - INFO - Epoch [98][260/940] lr: 4.114e-01, eta: 1 day, 11:28:13, time: 0.715, data_time: 0.002, memory: 9569, top1_acc: 0.2988, top5_acc: 0.5502, loss_cls: 3.2607, loss: 3.2607, grad_norm: 1.1065 2020-07-24 12:12:54,134 - mmaction - INFO - Epoch [98][280/940] lr: 4.114e-01, eta: 1 day, 11:26:19, time: 0.694, data_time: 0.003, memory: 9569, top1_acc: 0.2969, top5_acc: 0.5496, loss_cls: 3.2184, loss: 3.2184, grad_norm: 1.1025 2020-07-24 12:13:07,809 - mmaction - INFO - Epoch [98][300/940] lr: 4.114e-01, eta: 1 day, 11:24:19, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.2992, top5_acc: 0.5621, loss_cls: 3.2434, loss: 3.2434, grad_norm: 1.1401 2020-07-24 12:13:21,537 - mmaction - INFO - Epoch [98][320/940] lr: 4.114e-01, eta: 1 day, 11:22:22, time: 0.686, data_time: 0.003, memory: 9569, top1_acc: 0.2945, top5_acc: 0.5400, loss_cls: 3.2708, loss: 3.2708, grad_norm: 1.1228 2020-07-24 12:13:34,532 - mmaction - INFO - Epoch [98][340/940] lr: 4.114e-01, eta: 1 day, 11:20:03, time: 0.648, data_time: 0.004, memory: 9569, top1_acc: 0.2973, top5_acc: 0.5465, loss_cls: 3.2719, loss: 3.2719, grad_norm: 1.1278 2020-07-24 12:13:48,826 - mmaction - INFO - Epoch [98][360/940] lr: 4.114e-01, eta: 1 day, 11:18:25, time: 0.717, data_time: 0.005, memory: 9569, top1_acc: 0.2953, top5_acc: 0.5461, loss_cls: 3.2699, loss: 3.2699, grad_norm: 1.1122 2020-07-24 12:14:02,797 - mmaction - INFO - Epoch [98][380/940] lr: 4.114e-01, eta: 1 day, 11:16:39, time: 0.700, data_time: 0.003, memory: 9569, top1_acc: 0.2967, top5_acc: 0.5557, loss_cls: 3.2248, loss: 3.2248, grad_norm: 1.1037 2020-07-24 12:14:16,357 - mmaction - INFO - Epoch [98][400/940] lr: 4.114e-01, eta: 1 day, 11:14:39, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3115, top5_acc: 0.5594, loss_cls: 3.1872, loss: 3.1872, grad_norm: 1.1008 2020-07-24 12:14:30,138 - mmaction - INFO - Epoch [98][420/940] lr: 4.114e-01, eta: 1 day, 11:12:48, time: 0.689, data_time: 0.003, memory: 9569, top1_acc: 0.3100, top5_acc: 0.5449, loss_cls: 3.2475, loss: 3.2475, grad_norm: 1.1158 2020-07-24 12:14:43,891 - mmaction - INFO - Epoch [98][440/940] lr: 4.114e-01, eta: 1 day, 11:10:56, time: 0.686, data_time: 0.002, memory: 9569, top1_acc: 0.2867, top5_acc: 0.5381, loss_cls: 3.2904, loss: 3.2904, grad_norm: 1.1197 2020-07-24 12:14:57,525 - mmaction - INFO - Epoch [98][460/940] lr: 4.114e-01, eta: 1 day, 11:09:02, time: 0.683, data_time: 0.004, memory: 9569, top1_acc: 0.3008, top5_acc: 0.5703, loss_cls: 3.2043, loss: 3.2043, grad_norm: 1.1267 2020-07-24 12:15:11,736 - mmaction - INFO - Epoch [98][480/940] lr: 4.114e-01, eta: 1 day, 11:07:26, time: 0.711, data_time: 0.003, memory: 9569, top1_acc: 0.2926, top5_acc: 0.5520, loss_cls: 3.2431, loss: 3.2431, grad_norm: 1.1222 2020-07-24 12:15:24,737 - mmaction - INFO - Epoch [98][500/940] lr: 4.114e-01, eta: 1 day, 11:05:14, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.2857, top5_acc: 0.5352, loss_cls: 3.3138, loss: 3.3138, grad_norm: 1.0951 2020-07-24 12:15:37,656 - mmaction - INFO - Epoch [98][520/940] lr: 4.114e-01, eta: 1 day, 11:03:02, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.2949, top5_acc: 0.5508, loss_cls: 3.2755, loss: 3.2755, grad_norm: 1.1248 2020-07-24 12:15:51,926 - mmaction - INFO - Epoch [98][540/940] lr: 4.114e-01, eta: 1 day, 11:01:30, time: 0.714, data_time: 0.002, memory: 9569, top1_acc: 0.3029, top5_acc: 0.5535, loss_cls: 3.2240, loss: 3.2240, grad_norm: 1.1037 2020-07-24 12:16:06,115 - mmaction - INFO - Epoch [98][560/940] lr: 4.114e-01, eta: 1 day, 10:59:55, time: 0.710, data_time: 0.003, memory: 9569, top1_acc: 0.2879, top5_acc: 0.5547, loss_cls: 3.2413, loss: 3.2413, grad_norm: 1.1011 2020-07-24 12:16:19,162 - mmaction - INFO - Epoch [98][580/940] lr: 4.114e-01, eta: 1 day, 10:57:49, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.2945, top5_acc: 0.5494, loss_cls: 3.2575, loss: 3.2575, grad_norm: 1.1097 2020-07-24 12:16:32,629 - mmaction - INFO - Epoch [98][600/940] lr: 4.114e-01, eta: 1 day, 10:55:55, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3021, top5_acc: 0.5566, loss_cls: 3.2489, loss: 3.2489, grad_norm: 1.1043 2020-07-24 12:16:45,635 - mmaction - INFO - Epoch [98][620/940] lr: 4.114e-01, eta: 1 day, 10:53:49, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.2990, top5_acc: 0.5437, loss_cls: 3.2757, loss: 3.2757, grad_norm: 1.1033 2020-07-24 12:17:00,081 - mmaction - INFO - Epoch [98][640/940] lr: 4.114e-01, eta: 1 day, 10:52:25, time: 0.723, data_time: 0.003, memory: 9569, top1_acc: 0.2854, top5_acc: 0.5367, loss_cls: 3.3053, loss: 3.3053, grad_norm: 1.0945 2020-07-24 12:17:13,155 - mmaction - INFO - Epoch [98][660/940] lr: 4.114e-01, eta: 1 day, 10:50:22, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.2812, top5_acc: 0.5426, loss_cls: 3.2948, loss: 3.2948, grad_norm: 1.1102 2020-07-24 12:17:26,786 - mmaction - INFO - Epoch [98][680/940] lr: 4.114e-01, eta: 1 day, 10:48:36, time: 0.681, data_time: 0.002, memory: 9569, top1_acc: 0.3061, top5_acc: 0.5527, loss_cls: 3.2402, loss: 3.2402, grad_norm: 1.0934 2020-07-24 12:17:40,893 - mmaction - INFO - Epoch [98][700/940] lr: 4.114e-01, eta: 1 day, 10:47:04, time: 0.706, data_time: 0.004, memory: 9569, top1_acc: 0.2982, top5_acc: 0.5439, loss_cls: 3.2496, loss: 3.2496, grad_norm: 1.1305 2020-07-24 12:17:54,461 - mmaction - INFO - Epoch [98][720/940] lr: 4.114e-01, eta: 1 day, 10:45:18, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.2984, top5_acc: 0.5434, loss_cls: 3.2740, loss: 3.2740, grad_norm: 1.1203 2020-07-24 12:18:08,708 - mmaction - INFO - Epoch [98][740/940] lr: 4.114e-01, eta: 1 day, 10:43:50, time: 0.712, data_time: 0.002, memory: 9569, top1_acc: 0.2998, top5_acc: 0.5521, loss_cls: 3.2844, loss: 3.2844, grad_norm: 1.0969 2020-07-24 12:18:23,044 - mmaction - INFO - Epoch [98][760/940] lr: 4.114e-01, eta: 1 day, 10:42:26, time: 0.716, data_time: 0.002, memory: 9569, top1_acc: 0.3100, top5_acc: 0.5533, loss_cls: 3.2052, loss: 3.2052, grad_norm: 1.1169 2020-07-24 12:18:36,717 - mmaction - INFO - Epoch [98][780/940] lr: 4.114e-01, eta: 1 day, 10:40:44, time: 0.684, data_time: 0.003, memory: 9569, top1_acc: 0.3053, top5_acc: 0.5611, loss_cls: 3.2132, loss: 3.2132, grad_norm: 1.1237 2020-07-24 12:18:50,700 - mmaction - INFO - Epoch [98][800/940] lr: 4.114e-01, eta: 1 day, 10:39:11, time: 0.699, data_time: 0.002, memory: 9569, top1_acc: 0.2914, top5_acc: 0.5410, loss_cls: 3.2761, loss: 3.2761, grad_norm: 1.1095 2020-07-24 12:19:03,724 - mmaction - INFO - Epoch [98][820/940] lr: 4.114e-01, eta: 1 day, 10:37:13, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.2973, top5_acc: 0.5387, loss_cls: 3.3131, loss: 3.3131, grad_norm: 1.1320 2020-07-24 12:19:17,811 - mmaction - INFO - Epoch [98][840/940] lr: 4.114e-01, eta: 1 day, 10:35:44, time: 0.704, data_time: 0.002, memory: 9569, top1_acc: 0.2861, top5_acc: 0.5238, loss_cls: 3.3526, loss: 3.3526, grad_norm: 1.1030 2020-07-24 12:19:31,462 - mmaction - INFO - Epoch [98][860/940] lr: 4.114e-01, eta: 1 day, 10:34:05, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.2945, top5_acc: 0.5398, loss_cls: 3.3109, loss: 3.3109, grad_norm: 1.1181 2020-07-24 12:19:45,415 - mmaction - INFO - Epoch [98][880/940] lr: 4.114e-01, eta: 1 day, 10:32:34, time: 0.698, data_time: 0.002, memory: 9569, top1_acc: 0.3055, top5_acc: 0.5490, loss_cls: 3.2096, loss: 3.2096, grad_norm: 1.0979 2020-07-24 12:19:58,491 - mmaction - INFO - Epoch [98][900/940] lr: 4.114e-01, eta: 1 day, 10:30:40, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3066, top5_acc: 0.5613, loss_cls: 3.2003, loss: 3.2003, grad_norm: 1.1011 2020-07-24 12:20:12,732 - mmaction - INFO - Epoch [98][920/940] lr: 4.114e-01, eta: 1 day, 10:29:17, time: 0.712, data_time: 0.003, memory: 9569, top1_acc: 0.2994, top5_acc: 0.5520, loss_cls: 3.2137, loss: 3.2137, grad_norm: 1.1327 2020-07-24 12:20:25,057 - mmaction - INFO - Epoch [98][940/940] lr: 4.114e-01, eta: 1 day, 10:27:05, time: 0.617, data_time: 0.003, memory: 9569, top1_acc: 0.2871, top5_acc: 0.5365, loss_cls: 3.2909, loss: 3.2909, grad_norm: 1.1240 2020-07-24 12:23:08,877 - mmaction - INFO - Epoch [99][20/940] lr: 4.080e-01, eta: 1 day, 11:28:55, time: 7.937, data_time: 6.951, memory: 9569, top1_acc: 0.2877, top5_acc: 0.5352, loss_cls: 3.3252, loss: 3.3252, grad_norm: 1.1063 2020-07-24 12:23:22,554 - mmaction - INFO - Epoch [99][40/940] lr: 4.080e-01, eta: 1 day, 11:27:06, time: 0.685, data_time: 0.003, memory: 9569, top1_acc: 0.3107, top5_acc: 0.5494, loss_cls: 3.2185, loss: 3.2185, grad_norm: 1.0890 2020-07-24 12:23:36,256 - mmaction - INFO - Epoch [99][60/940] lr: 4.080e-01, eta: 1 day, 11:25:18, time: 0.684, data_time: 0.002, memory: 9569, top1_acc: 0.2891, top5_acc: 0.5445, loss_cls: 3.2695, loss: 3.2695, grad_norm: 1.1110 2020-07-24 12:23:49,045 - mmaction - INFO - Epoch [99][80/940] lr: 4.080e-01, eta: 1 day, 11:23:06, time: 0.639, data_time: 0.002, memory: 9569, top1_acc: 0.2902, top5_acc: 0.5463, loss_cls: 3.2552, loss: 3.2552, grad_norm: 1.1057 2020-07-24 12:24:03,133 - mmaction - INFO - Epoch [99][100/940] lr: 4.080e-01, eta: 1 day, 11:21:30, time: 0.706, data_time: 0.003, memory: 9569, top1_acc: 0.3059, top5_acc: 0.5482, loss_cls: 3.2460, loss: 3.2460, grad_norm: 1.1112 2020-07-24 12:24:16,781 - mmaction - INFO - Epoch [99][120/940] lr: 4.080e-01, eta: 1 day, 11:19:43, time: 0.682, data_time: 0.002, memory: 9569, top1_acc: 0.2998, top5_acc: 0.5527, loss_cls: 3.2302, loss: 3.2302, grad_norm: 1.1248 2020-07-24 12:24:29,891 - mmaction - INFO - Epoch [99][140/940] lr: 4.080e-01, eta: 1 day, 11:17:42, time: 0.655, data_time: 0.003, memory: 9569, top1_acc: 0.3016, top5_acc: 0.5627, loss_cls: 3.2389, loss: 3.2389, grad_norm: 1.1010 2020-07-24 12:24:44,300 - mmaction - INFO - Epoch [99][160/940] lr: 4.080e-01, eta: 1 day, 11:16:15, time: 0.720, data_time: 0.003, memory: 9569, top1_acc: 0.3025, top5_acc: 0.5416, loss_cls: 3.2612, loss: 3.2612, grad_norm: 1.1105 2020-07-24 12:24:57,565 - mmaction - INFO - Epoch [99][180/940] lr: 4.080e-01, eta: 1 day, 11:14:20, time: 0.664, data_time: 0.003, memory: 9569, top1_acc: 0.3059, top5_acc: 0.5545, loss_cls: 3.2369, loss: 3.2369, grad_norm: 1.1186 2020-07-24 12:25:11,326 - mmaction - INFO - Epoch [99][200/940] lr: 4.080e-01, eta: 1 day, 11:12:38, time: 0.689, data_time: 0.003, memory: 9569, top1_acc: 0.3016, top5_acc: 0.5383, loss_cls: 3.2849, loss: 3.2849, grad_norm: 1.1160 2020-07-24 12:25:25,945 - mmaction - INFO - Epoch [99][220/940] lr: 4.080e-01, eta: 1 day, 11:11:18, time: 0.730, data_time: 0.002, memory: 9569, top1_acc: 0.2979, top5_acc: 0.5541, loss_cls: 3.2549, loss: 3.2549, grad_norm: 1.0897 2020-07-24 12:25:38,970 - mmaction - INFO - Epoch [99][240/940] lr: 4.080e-01, eta: 1 day, 11:09:19, time: 0.652, data_time: 0.003, memory: 9569, top1_acc: 0.3012, top5_acc: 0.5514, loss_cls: 3.2580, loss: 3.2580, grad_norm: 1.0931 2020-07-24 12:25:53,542 - mmaction - INFO - Epoch [99][260/940] lr: 4.080e-01, eta: 1 day, 11:07:58, time: 0.727, data_time: 0.002, memory: 9569, top1_acc: 0.2938, top5_acc: 0.5453, loss_cls: 3.2736, loss: 3.2736, grad_norm: 1.1215 2020-07-24 12:26:07,596 - mmaction - INFO - Epoch [99][280/940] lr: 4.080e-01, eta: 1 day, 11:06:27, time: 0.704, data_time: 0.004, memory: 9569, top1_acc: 0.3088, top5_acc: 0.5596, loss_cls: 3.2349, loss: 3.2349, grad_norm: 1.0963 2020-07-24 12:26:20,601 - mmaction - INFO - Epoch [99][300/940] lr: 4.080e-01, eta: 1 day, 11:04:28, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3084, top5_acc: 0.5607, loss_cls: 3.2008, loss: 3.2008, grad_norm: 1.1009 2020-07-24 12:26:35,285 - mmaction - INFO - Epoch [99][320/940] lr: 4.080e-01, eta: 1 day, 11:03:13, time: 0.734, data_time: 0.003, memory: 9569, top1_acc: 0.2895, top5_acc: 0.5367, loss_cls: 3.2673, loss: 3.2673, grad_norm: 1.1295 2020-07-24 12:26:48,157 - mmaction - INFO - Epoch [99][340/940] lr: 4.080e-01, eta: 1 day, 11:01:13, time: 0.644, data_time: 0.004, memory: 9569, top1_acc: 0.3096, top5_acc: 0.5643, loss_cls: 3.1849, loss: 3.1849, grad_norm: 1.1159 2020-07-24 12:27:01,972 - mmaction - INFO - Epoch [99][360/940] lr: 4.080e-01, eta: 1 day, 10:59:37, time: 0.692, data_time: 0.003, memory: 9569, top1_acc: 0.2943, top5_acc: 0.5492, loss_cls: 3.2372, loss: 3.2372, grad_norm: 1.1219 2020-07-24 12:27:16,215 - mmaction - INFO - Epoch [99][380/940] lr: 4.080e-01, eta: 1 day, 10:58:12, time: 0.712, data_time: 0.001, memory: 9569, top1_acc: 0.3020, top5_acc: 0.5596, loss_cls: 3.2302, loss: 3.2302, grad_norm: 1.1257 2020-07-24 12:27:39,725 - mmaction - INFO - Epoch [99][400/940] lr: 4.080e-01, eta: 1 day, 11:00:34, time: 1.174, data_time: 0.002, memory: 9569, top1_acc: 0.2932, top5_acc: 0.5504, loss_cls: 3.2411, loss: 3.2411, grad_norm: 1.1102 2020-07-24 12:27:54,801 - mmaction - INFO - Epoch [99][420/940] lr: 4.080e-01, eta: 1 day, 10:59:30, time: 0.755, data_time: 0.004, memory: 9569, top1_acc: 0.3082, top5_acc: 0.5543, loss_cls: 3.1901, loss: 3.1901, grad_norm: 1.1224 2020-07-24 12:28:09,745 - mmaction - INFO - Epoch [99][440/940] lr: 4.080e-01, eta: 1 day, 10:58:22, time: 0.746, data_time: 0.002, memory: 9569, top1_acc: 0.2957, top5_acc: 0.5447, loss_cls: 3.2617, loss: 3.2617, grad_norm: 1.1491 2020-07-24 12:28:24,208 - mmaction - INFO - Epoch [99][460/940] lr: 4.080e-01, eta: 1 day, 10:57:04, time: 0.725, data_time: 0.003, memory: 9569, top1_acc: 0.3041, top5_acc: 0.5590, loss_cls: 3.2241, loss: 3.2241, grad_norm: 1.1128 2020-07-24 12:28:37,062 - mmaction - INFO - Epoch [99][480/940] lr: 4.080e-01, eta: 1 day, 10:55:07, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.2900, top5_acc: 0.5420, loss_cls: 3.2714, loss: 3.2714, grad_norm: 1.1280 2020-07-24 12:28:52,070 - mmaction - INFO - Epoch [99][500/940] lr: 4.080e-01, eta: 1 day, 10:54:02, time: 0.750, data_time: 0.002, memory: 9569, top1_acc: 0.3023, top5_acc: 0.5502, loss_cls: 3.2394, loss: 3.2394, grad_norm: 1.1037 2020-07-24 12:29:06,277 - mmaction - INFO - Epoch [99][520/940] lr: 4.080e-01, eta: 1 day, 10:52:39, time: 0.711, data_time: 0.003, memory: 9569, top1_acc: 0.3000, top5_acc: 0.5537, loss_cls: 3.2385, loss: 3.2385, grad_norm: 1.1016 2020-07-24 12:29:19,795 - mmaction - INFO - Epoch [99][540/940] lr: 4.080e-01, eta: 1 day, 10:50:59, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3002, top5_acc: 0.5480, loss_cls: 3.2464, loss: 3.2464, grad_norm: 1.0986 2020-07-24 12:29:33,789 - mmaction - INFO - Epoch [99][560/940] lr: 4.080e-01, eta: 1 day, 10:49:32, time: 0.700, data_time: 0.002, memory: 9569, top1_acc: 0.2867, top5_acc: 0.5455, loss_cls: 3.3088, loss: 3.3088, grad_norm: 1.1195 2020-07-24 12:29:46,722 - mmaction - INFO - Epoch [99][580/940] lr: 4.080e-01, eta: 1 day, 10:47:39, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.3014, top5_acc: 0.5467, loss_cls: 3.2743, loss: 3.2743, grad_norm: 1.1066 2020-07-24 12:30:01,138 - mmaction - INFO - Epoch [99][600/940] lr: 4.080e-01, eta: 1 day, 10:46:23, time: 0.722, data_time: 0.003, memory: 9569, top1_acc: 0.2928, top5_acc: 0.5430, loss_cls: 3.2612, loss: 3.2612, grad_norm: 1.1039 2020-07-24 12:30:14,210 - mmaction - INFO - Epoch [99][620/940] lr: 4.080e-01, eta: 1 day, 10:44:34, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3092, top5_acc: 0.5457, loss_cls: 3.2400, loss: 3.2400, grad_norm: 1.0991 2020-07-24 12:30:27,931 - mmaction - INFO - Epoch [99][640/940] lr: 4.080e-01, eta: 1 day, 10:43:02, time: 0.686, data_time: 0.003, memory: 9569, top1_acc: 0.2910, top5_acc: 0.5424, loss_cls: 3.2785, loss: 3.2785, grad_norm: 1.1268 2020-07-24 12:30:42,238 - mmaction - INFO - Epoch [99][660/940] lr: 4.080e-01, eta: 1 day, 10:41:45, time: 0.716, data_time: 0.003, memory: 9569, top1_acc: 0.2951, top5_acc: 0.5453, loss_cls: 3.2910, loss: 3.2910, grad_norm: 1.0873 2020-07-24 12:30:55,504 - mmaction - INFO - Epoch [99][680/940] lr: 4.080e-01, eta: 1 day, 10:40:00, time: 0.657, data_time: 0.002, memory: 9569, top1_acc: 0.3119, top5_acc: 0.5559, loss_cls: 3.2006, loss: 3.2006, grad_norm: 1.1047 2020-07-24 12:31:09,077 - mmaction - INFO - Epoch [99][700/940] lr: 4.080e-01, eta: 1 day, 10:38:29, time: 0.685, data_time: 0.008, memory: 9569, top1_acc: 0.2949, top5_acc: 0.5391, loss_cls: 3.2780, loss: 3.2780, grad_norm: 1.1409 2020-07-24 12:31:23,476 - mmaction - INFO - Epoch [99][720/940] lr: 4.080e-01, eta: 1 day, 10:37:14, time: 0.719, data_time: 0.002, memory: 9569, top1_acc: 0.3000, top5_acc: 0.5586, loss_cls: 3.2470, loss: 3.2470, grad_norm: 1.1257 2020-07-24 12:31:37,271 - mmaction - INFO - Epoch [99][740/940] lr: 4.080e-01, eta: 1 day, 10:35:46, time: 0.691, data_time: 0.003, memory: 9569, top1_acc: 0.3016, top5_acc: 0.5486, loss_cls: 3.2664, loss: 3.2664, grad_norm: 1.1126 2020-07-24 12:31:50,979 - mmaction - INFO - Epoch [99][760/940] lr: 4.080e-01, eta: 1 day, 10:34:17, time: 0.685, data_time: 0.003, memory: 9569, top1_acc: 0.2916, top5_acc: 0.5330, loss_cls: 3.3303, loss: 3.3303, grad_norm: 1.1075 2020-07-24 12:32:04,415 - mmaction - INFO - Epoch [99][780/940] lr: 4.080e-01, eta: 1 day, 10:32:41, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.2945, top5_acc: 0.5506, loss_cls: 3.2505, loss: 3.2505, grad_norm: 1.1004 2020-07-24 12:32:18,164 - mmaction - INFO - Epoch [99][800/940] lr: 4.080e-01, eta: 1 day, 10:31:14, time: 0.688, data_time: 0.003, memory: 9569, top1_acc: 0.2955, top5_acc: 0.5580, loss_cls: 3.2270, loss: 3.2270, grad_norm: 1.1284 2020-07-24 12:32:32,108 - mmaction - INFO - Epoch [99][820/940] lr: 4.080e-01, eta: 1 day, 10:29:51, time: 0.697, data_time: 0.002, memory: 9569, top1_acc: 0.2945, top5_acc: 0.5500, loss_cls: 3.2750, loss: 3.2750, grad_norm: 1.1013 2020-07-24 12:32:45,649 - mmaction - INFO - Epoch [99][840/940] lr: 4.080e-01, eta: 1 day, 10:28:20, time: 0.678, data_time: 0.003, memory: 9569, top1_acc: 0.2943, top5_acc: 0.5498, loss_cls: 3.2372, loss: 3.2372, grad_norm: 1.1067 2020-07-24 12:32:59,200 - mmaction - INFO - Epoch [99][860/940] lr: 4.080e-01, eta: 1 day, 10:26:49, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.2910, top5_acc: 0.5373, loss_cls: 3.2827, loss: 3.2827, grad_norm: 1.0976 2020-07-24 12:33:13,462 - mmaction - INFO - Epoch [99][880/940] lr: 4.080e-01, eta: 1 day, 10:25:35, time: 0.713, data_time: 0.002, memory: 9569, top1_acc: 0.3039, top5_acc: 0.5443, loss_cls: 3.2383, loss: 3.2383, grad_norm: 1.1065 2020-07-24 12:33:26,785 - mmaction - INFO - Epoch [99][900/940] lr: 4.080e-01, eta: 1 day, 10:23:59, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.2930, top5_acc: 0.5432, loss_cls: 3.2698, loss: 3.2698, grad_norm: 1.1137 2020-07-24 12:33:40,186 - mmaction - INFO - Epoch [99][920/940] lr: 4.080e-01, eta: 1 day, 10:22:27, time: 0.671, data_time: 0.003, memory: 9569, top1_acc: 0.3010, top5_acc: 0.5543, loss_cls: 3.2215, loss: 3.2215, grad_norm: 1.1172 2020-07-24 12:33:52,976 - mmaction - INFO - Epoch [99][940/940] lr: 4.080e-01, eta: 1 day, 10:20:41, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.2865, top5_acc: 0.5410, loss_cls: 3.2864, loss: 3.2864, grad_norm: 1.1190 2020-07-24 12:36:13,057 - mmaction - INFO - Epoch [100][20/940] lr: 4.045e-01, eta: 1 day, 11:03:59, time: 6.684, data_time: 5.985, memory: 9569, top1_acc: 0.3006, top5_acc: 0.5553, loss_cls: 3.2310, loss: 3.2310, grad_norm: 1.1414 2020-07-24 12:36:25,927 - mmaction - INFO - Epoch [100][40/940] lr: 4.045e-01, eta: 1 day, 11:02:07, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.3074, top5_acc: 0.5648, loss_cls: 3.2043, loss: 3.2043, grad_norm: 1.1265 2020-07-24 12:36:39,198 - mmaction - INFO - Epoch [100][60/940] lr: 4.045e-01, eta: 1 day, 11:00:25, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3033, top5_acc: 0.5607, loss_cls: 3.2160, loss: 3.2160, grad_norm: 1.1163 2020-07-24 12:36:53,301 - mmaction - INFO - Epoch [100][80/940] lr: 4.045e-01, eta: 1 day, 10:59:02, time: 0.705, data_time: 0.003, memory: 9569, top1_acc: 0.2963, top5_acc: 0.5447, loss_cls: 3.2585, loss: 3.2585, grad_norm: 1.1335 2020-07-24 12:37:06,752 - mmaction - INFO - Epoch [100][100/940] lr: 4.045e-01, eta: 1 day, 10:57:24, time: 0.672, data_time: 0.004, memory: 9569, top1_acc: 0.3100, top5_acc: 0.5635, loss_cls: 3.1823, loss: 3.1823, grad_norm: 1.0985 2020-07-24 12:37:19,719 - mmaction - INFO - Epoch [100][120/940] lr: 4.045e-01, eta: 1 day, 10:55:37, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.2984, top5_acc: 0.5465, loss_cls: 3.2455, loss: 3.2455, grad_norm: 1.1667 2020-07-24 12:37:33,373 - mmaction - INFO - Epoch [100][140/940] lr: 4.045e-01, eta: 1 day, 10:54:06, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.3008, top5_acc: 0.5590, loss_cls: 3.1830, loss: 3.1830, grad_norm: 1.1222 2020-07-24 12:37:47,159 - mmaction - INFO - Epoch [100][160/940] lr: 4.045e-01, eta: 1 day, 10:52:37, time: 0.688, data_time: 0.002, memory: 9569, top1_acc: 0.2830, top5_acc: 0.5412, loss_cls: 3.2925, loss: 3.2925, grad_norm: 1.1279 2020-07-24 12:38:00,742 - mmaction - INFO - Epoch [100][180/940] lr: 4.045e-01, eta: 1 day, 10:51:05, time: 0.680, data_time: 0.003, memory: 9569, top1_acc: 0.3125, top5_acc: 0.5557, loss_cls: 3.2036, loss: 3.2036, grad_norm: 1.1235 2020-07-24 12:38:15,089 - mmaction - INFO - Epoch [100][200/940] lr: 4.045e-01, eta: 1 day, 10:49:49, time: 0.716, data_time: 0.002, memory: 9569, top1_acc: 0.2955, top5_acc: 0.5504, loss_cls: 3.2416, loss: 3.2416, grad_norm: 1.1316 2020-07-24 12:38:28,397 - mmaction - INFO - Epoch [100][220/940] lr: 4.045e-01, eta: 1 day, 10:48:12, time: 0.665, data_time: 0.004, memory: 9569, top1_acc: 0.3100, top5_acc: 0.5537, loss_cls: 3.2003, loss: 3.2003, grad_norm: 1.1244 2020-07-24 12:38:41,294 - mmaction - INFO - Epoch [100][240/940] lr: 4.045e-01, eta: 1 day, 10:46:27, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.3014, top5_acc: 0.5568, loss_cls: 3.2381, loss: 3.2381, grad_norm: 1.1400 2020-07-24 12:38:54,557 - mmaction - INFO - Epoch [100][260/940] lr: 4.045e-01, eta: 1 day, 10:44:50, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.2988, top5_acc: 0.5525, loss_cls: 3.2653, loss: 3.2653, grad_norm: 1.1217 2020-07-24 12:39:07,874 - mmaction - INFO - Epoch [100][280/940] lr: 4.045e-01, eta: 1 day, 10:43:14, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.3012, top5_acc: 0.5527, loss_cls: 3.2307, loss: 3.2307, grad_norm: 1.1072 2020-07-24 12:39:21,647 - mmaction - INFO - Epoch [100][300/940] lr: 4.045e-01, eta: 1 day, 10:41:45, time: 0.682, data_time: 0.002, memory: 9569, top1_acc: 0.2975, top5_acc: 0.5564, loss_cls: 3.2517, loss: 3.2517, grad_norm: 1.1135 2020-07-24 12:39:35,652 - mmaction - INFO - Epoch [100][320/940] lr: 4.045e-01, eta: 1 day, 10:40:28, time: 0.707, data_time: 0.009, memory: 9569, top1_acc: 0.2965, top5_acc: 0.5451, loss_cls: 3.2716, loss: 3.2716, grad_norm: 1.1253 2020-07-24 12:39:48,820 - mmaction - INFO - Epoch [100][340/940] lr: 4.045e-01, eta: 1 day, 10:38:51, time: 0.659, data_time: 0.003, memory: 9569, top1_acc: 0.3117, top5_acc: 0.5529, loss_cls: 3.2352, loss: 3.2352, grad_norm: 1.1026 2020-07-24 12:40:02,311 - mmaction - INFO - Epoch [100][360/940] lr: 4.045e-01, eta: 1 day, 10:37:21, time: 0.674, data_time: 0.001, memory: 9569, top1_acc: 0.3006, top5_acc: 0.5590, loss_cls: 3.2491, loss: 3.2491, grad_norm: 1.1158 2020-07-24 12:40:16,610 - mmaction - INFO - Epoch [100][380/940] lr: 4.045e-01, eta: 1 day, 10:36:08, time: 0.716, data_time: 0.003, memory: 9569, top1_acc: 0.2947, top5_acc: 0.5521, loss_cls: 3.2605, loss: 3.2605, grad_norm: 1.1049 2020-07-24 12:40:29,506 - mmaction - INFO - Epoch [100][400/940] lr: 4.045e-01, eta: 1 day, 10:34:26, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.2977, top5_acc: 0.5561, loss_cls: 3.2188, loss: 3.2188, grad_norm: 1.1034 2020-07-24 12:40:42,643 - mmaction - INFO - Epoch [100][420/940] lr: 4.045e-01, eta: 1 day, 10:32:50, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.3053, top5_acc: 0.5566, loss_cls: 3.2092, loss: 3.2092, grad_norm: 1.1310 2020-07-24 12:40:55,592 - mmaction - INFO - Epoch [100][440/940] lr: 4.045e-01, eta: 1 day, 10:31:08, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.2938, top5_acc: 0.5533, loss_cls: 3.2502, loss: 3.2502, grad_norm: 1.1151 2020-07-24 12:41:09,297 - mmaction - INFO - Epoch [100][460/940] lr: 4.045e-01, eta: 1 day, 10:29:46, time: 0.690, data_time: 0.007, memory: 9569, top1_acc: 0.3094, top5_acc: 0.5586, loss_cls: 3.1847, loss: 3.1847, grad_norm: 1.1116 2020-07-24 12:41:23,074 - mmaction - INFO - Epoch [100][480/940] lr: 4.045e-01, eta: 1 day, 10:28:25, time: 0.690, data_time: 0.003, memory: 9569, top1_acc: 0.3033, top5_acc: 0.5543, loss_cls: 3.2211, loss: 3.2211, grad_norm: 1.1444 2020-07-24 12:41:36,055 - mmaction - INFO - Epoch [100][500/940] lr: 4.045e-01, eta: 1 day, 10:26:47, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.2887, top5_acc: 0.5361, loss_cls: 3.2970, loss: 3.2970, grad_norm: 1.1478 2020-07-24 12:41:49,696 - mmaction - INFO - Epoch [100][520/940] lr: 4.045e-01, eta: 1 day, 10:25:23, time: 0.682, data_time: 0.003, memory: 9569, top1_acc: 0.3072, top5_acc: 0.5437, loss_cls: 3.2374, loss: 3.2374, grad_norm: 1.1217 2020-07-24 12:42:03,313 - mmaction - INFO - Epoch [100][540/940] lr: 4.045e-01, eta: 1 day, 10:24:00, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.2979, top5_acc: 0.5564, loss_cls: 3.2482, loss: 3.2482, grad_norm: 1.1278 2020-07-24 12:42:17,547 - mmaction - INFO - Epoch [100][560/940] lr: 4.045e-01, eta: 1 day, 10:22:49, time: 0.712, data_time: 0.003, memory: 9569, top1_acc: 0.2975, top5_acc: 0.5469, loss_cls: 3.2634, loss: 3.2634, grad_norm: 1.1130 2020-07-24 12:42:31,167 - mmaction - INFO - Epoch [100][580/940] lr: 4.045e-01, eta: 1 day, 10:21:26, time: 0.682, data_time: 0.003, memory: 9569, top1_acc: 0.2775, top5_acc: 0.5289, loss_cls: 3.3455, loss: 3.3455, grad_norm: 1.1230 2020-07-24 12:42:44,741 - mmaction - INFO - Epoch [100][600/940] lr: 4.045e-01, eta: 1 day, 10:20:03, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.2961, top5_acc: 0.5492, loss_cls: 3.2697, loss: 3.2697, grad_norm: 1.1174 2020-07-24 12:42:58,685 - mmaction - INFO - Epoch [100][620/940] lr: 4.045e-01, eta: 1 day, 10:18:48, time: 0.698, data_time: 0.002, memory: 9569, top1_acc: 0.3027, top5_acc: 0.5451, loss_cls: 3.2636, loss: 3.2636, grad_norm: 1.0855 2020-07-24 12:43:12,538 - mmaction - INFO - Epoch [100][640/940] lr: 4.045e-01, eta: 1 day, 10:17:30, time: 0.692, data_time: 0.001, memory: 9569, top1_acc: 0.2994, top5_acc: 0.5414, loss_cls: 3.2858, loss: 3.2858, grad_norm: 1.1202 2020-07-24 12:43:25,750 - mmaction - INFO - Epoch [100][660/940] lr: 4.045e-01, eta: 1 day, 10:16:00, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.3020, top5_acc: 0.5650, loss_cls: 3.1742, loss: 3.1742, grad_norm: 1.1024 2020-07-24 12:43:39,227 - mmaction - INFO - Epoch [100][680/940] lr: 4.045e-01, eta: 1 day, 10:14:37, time: 0.675, data_time: 0.004, memory: 9569, top1_acc: 0.3059, top5_acc: 0.5510, loss_cls: 3.2108, loss: 3.2108, grad_norm: 1.1115 2020-07-24 12:43:53,734 - mmaction - INFO - Epoch [100][700/940] lr: 4.045e-01, eta: 1 day, 10:13:34, time: 0.726, data_time: 0.003, memory: 9569, top1_acc: 0.3020, top5_acc: 0.5518, loss_cls: 3.2510, loss: 3.2510, grad_norm: 1.1297 2020-07-24 12:44:07,194 - mmaction - INFO - Epoch [100][720/940] lr: 4.045e-01, eta: 1 day, 10:12:10, time: 0.673, data_time: 0.004, memory: 9569, top1_acc: 0.2938, top5_acc: 0.5412, loss_cls: 3.2536, loss: 3.2536, grad_norm: 1.1096 2020-07-24 12:44:20,970 - mmaction - INFO - Epoch [100][740/940] lr: 4.045e-01, eta: 1 day, 10:10:54, time: 0.690, data_time: 0.003, memory: 9569, top1_acc: 0.2996, top5_acc: 0.5537, loss_cls: 3.2334, loss: 3.2334, grad_norm: 1.1370 2020-07-24 12:44:34,379 - mmaction - INFO - Epoch [100][760/940] lr: 4.045e-01, eta: 1 day, 10:09:30, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.2951, top5_acc: 0.5504, loss_cls: 3.2408, loss: 3.2408, grad_norm: 1.1488 2020-07-24 12:44:47,853 - mmaction - INFO - Epoch [100][780/940] lr: 4.045e-01, eta: 1 day, 10:08:08, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.2980, top5_acc: 0.5502, loss_cls: 3.2354, loss: 3.2354, grad_norm: 1.0990 2020-07-24 12:45:00,881 - mmaction - INFO - Epoch [100][800/940] lr: 4.045e-01, eta: 1 day, 10:06:37, time: 0.651, data_time: 0.003, memory: 9569, top1_acc: 0.2979, top5_acc: 0.5428, loss_cls: 3.2738, loss: 3.2738, grad_norm: 1.1156 2020-07-24 12:45:13,981 - mmaction - INFO - Epoch [100][820/940] lr: 4.045e-01, eta: 1 day, 10:05:09, time: 0.656, data_time: 0.004, memory: 9569, top1_acc: 0.2955, top5_acc: 0.5445, loss_cls: 3.2502, loss: 3.2502, grad_norm: 1.0995 2020-07-24 12:45:27,725 - mmaction - INFO - Epoch [100][840/940] lr: 4.045e-01, eta: 1 day, 10:03:53, time: 0.687, data_time: 0.002, memory: 9569, top1_acc: 0.3191, top5_acc: 0.5687, loss_cls: 3.1916, loss: 3.1916, grad_norm: 1.1096 2020-07-24 12:45:41,167 - mmaction - INFO - Epoch [100][860/940] lr: 4.045e-01, eta: 1 day, 10:02:32, time: 0.672, data_time: 0.003, memory: 9569, top1_acc: 0.2994, top5_acc: 0.5516, loss_cls: 3.2527, loss: 3.2527, grad_norm: 1.1137 2020-07-24 12:45:54,681 - mmaction - INFO - Epoch [100][880/940] lr: 4.045e-01, eta: 1 day, 10:01:12, time: 0.676, data_time: 0.003, memory: 9569, top1_acc: 0.2926, top5_acc: 0.5387, loss_cls: 3.2663, loss: 3.2663, grad_norm: 1.0972 2020-07-24 12:46:08,866 - mmaction - INFO - Epoch [100][900/940] lr: 4.045e-01, eta: 1 day, 10:00:06, time: 0.709, data_time: 0.002, memory: 9569, top1_acc: 0.3086, top5_acc: 0.5684, loss_cls: 3.1788, loss: 3.1788, grad_norm: 1.1201 2020-07-24 12:46:22,570 - mmaction - INFO - Epoch [100][920/940] lr: 4.045e-01, eta: 1 day, 9:58:49, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.2965, top5_acc: 0.5451, loss_cls: 3.2401, loss: 3.2401, grad_norm: 1.1029 2020-07-24 12:46:35,445 - mmaction - INFO - Epoch [100][940/940] lr: 4.045e-01, eta: 1 day, 9:57:20, time: 0.650, data_time: 0.008, memory: 9569, top1_acc: 0.2926, top5_acc: 0.5465, loss_cls: 3.2353, loss: 3.2353, grad_norm: 1.1412 2020-07-24 12:46:39,520 - mmaction - INFO - Saving checkpoint at 100 epochs 2020-07-24 12:49:16,793 - mmaction - INFO - Epoch [101][20/940] lr: 4.011e-01, eta: 1 day, 10:42:10, time: 7.792, data_time: 7.050, memory: 9569, top1_acc: 0.2980, top5_acc: 0.5561, loss_cls: 3.2173, loss: 3.2173, grad_norm: 1.1254 2020-07-24 12:49:29,930 - mmaction - INFO - Epoch [101][40/940] lr: 4.011e-01, eta: 1 day, 10:40:37, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.3102, top5_acc: 0.5750, loss_cls: 3.1294, loss: 3.1294, grad_norm: 1.1330 2020-07-24 12:49:43,381 - mmaction - INFO - Epoch [101][60/940] lr: 4.011e-01, eta: 1 day, 10:39:11, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3012, top5_acc: 0.5551, loss_cls: 3.2402, loss: 3.2402, grad_norm: 1.1521 2020-07-24 12:49:56,114 - mmaction - INFO - Epoch [101][80/940] lr: 4.011e-01, eta: 1 day, 10:37:31, time: 0.636, data_time: 0.002, memory: 9569, top1_acc: 0.2988, top5_acc: 0.5617, loss_cls: 3.2001, loss: 3.2001, grad_norm: 1.1129 2020-07-24 12:50:09,858 - mmaction - INFO - Epoch [101][100/940] lr: 4.011e-01, eta: 1 day, 10:36:11, time: 0.687, data_time: 0.003, memory: 9569, top1_acc: 0.3105, top5_acc: 0.5682, loss_cls: 3.1805, loss: 3.1805, grad_norm: 1.1414 2020-07-24 12:50:23,352 - mmaction - INFO - Epoch [101][120/940] lr: 4.011e-01, eta: 1 day, 10:34:47, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.2967, top5_acc: 0.5539, loss_cls: 3.2163, loss: 3.2163, grad_norm: 1.1034 2020-07-24 12:50:36,998 - mmaction - INFO - Epoch [101][140/940] lr: 4.011e-01, eta: 1 day, 10:33:25, time: 0.681, data_time: 0.002, memory: 9569, top1_acc: 0.3035, top5_acc: 0.5570, loss_cls: 3.2065, loss: 3.2065, grad_norm: 1.1459 2020-07-24 12:50:50,691 - mmaction - INFO - Epoch [101][160/940] lr: 4.011e-01, eta: 1 day, 10:32:06, time: 0.685, data_time: 0.004, memory: 9569, top1_acc: 0.3041, top5_acc: 0.5557, loss_cls: 3.2196, loss: 3.2196, grad_norm: 1.1448 2020-07-24 12:51:04,651 - mmaction - INFO - Epoch [101][180/940] lr: 4.011e-01, eta: 1 day, 10:30:52, time: 0.699, data_time: 0.003, memory: 9569, top1_acc: 0.3021, top5_acc: 0.5572, loss_cls: 3.2394, loss: 3.2394, grad_norm: 1.1328 2020-07-24 12:51:18,219 - mmaction - INFO - Epoch [101][200/940] lr: 4.011e-01, eta: 1 day, 10:29:30, time: 0.678, data_time: 0.003, memory: 9569, top1_acc: 0.2998, top5_acc: 0.5596, loss_cls: 3.2157, loss: 3.2157, grad_norm: 1.1442 2020-07-24 12:51:31,242 - mmaction - INFO - Epoch [101][220/940] lr: 4.011e-01, eta: 1 day, 10:27:59, time: 0.652, data_time: 0.003, memory: 9569, top1_acc: 0.2965, top5_acc: 0.5510, loss_cls: 3.2229, loss: 3.2229, grad_norm: 1.1110 2020-07-24 12:51:44,636 - mmaction - INFO - Epoch [101][240/940] lr: 4.011e-01, eta: 1 day, 10:26:35, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3076, top5_acc: 0.5586, loss_cls: 3.2144, loss: 3.2144, grad_norm: 1.1287 2020-07-24 12:51:59,030 - mmaction - INFO - Epoch [101][260/940] lr: 4.011e-01, eta: 1 day, 10:25:30, time: 0.720, data_time: 0.002, memory: 9569, top1_acc: 0.3162, top5_acc: 0.5693, loss_cls: 3.1640, loss: 3.1640, grad_norm: 1.1064 2020-07-24 12:52:12,013 - mmaction - INFO - Epoch [101][280/940] lr: 4.011e-01, eta: 1 day, 10:23:59, time: 0.650, data_time: 0.003, memory: 9569, top1_acc: 0.3082, top5_acc: 0.5582, loss_cls: 3.1713, loss: 3.1713, grad_norm: 1.1367 2020-07-24 12:52:26,291 - mmaction - INFO - Epoch [101][300/940] lr: 4.011e-01, eta: 1 day, 10:22:52, time: 0.713, data_time: 0.002, memory: 9569, top1_acc: 0.3029, top5_acc: 0.5557, loss_cls: 3.2279, loss: 3.2279, grad_norm: 1.1404 2020-07-24 12:52:40,249 - mmaction - INFO - Epoch [101][320/940] lr: 4.011e-01, eta: 1 day, 10:21:40, time: 0.698, data_time: 0.004, memory: 9569, top1_acc: 0.3074, top5_acc: 0.5471, loss_cls: 3.2507, loss: 3.2507, grad_norm: 1.1189 2020-07-24 12:52:53,814 - mmaction - INFO - Epoch [101][340/940] lr: 4.011e-01, eta: 1 day, 10:20:21, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.3006, top5_acc: 0.5451, loss_cls: 3.2571, loss: 3.2571, grad_norm: 1.1261 2020-07-24 12:53:07,822 - mmaction - INFO - Epoch [101][360/940] lr: 4.011e-01, eta: 1 day, 10:19:10, time: 0.700, data_time: 0.003, memory: 9569, top1_acc: 0.2980, top5_acc: 0.5598, loss_cls: 3.2318, loss: 3.2318, grad_norm: 1.1045 2020-07-24 12:53:21,457 - mmaction - INFO - Epoch [101][380/940] lr: 4.011e-01, eta: 1 day, 10:17:53, time: 0.682, data_time: 0.003, memory: 9569, top1_acc: 0.3035, top5_acc: 0.5533, loss_cls: 3.2399, loss: 3.2399, grad_norm: 1.1047 2020-07-24 12:53:34,748 - mmaction - INFO - Epoch [101][400/940] lr: 4.011e-01, eta: 1 day, 10:16:30, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.2928, top5_acc: 0.5428, loss_cls: 3.2580, loss: 3.2580, grad_norm: 1.1256 2020-07-24 12:53:49,234 - mmaction - INFO - Epoch [101][420/940] lr: 4.011e-01, eta: 1 day, 10:15:29, time: 0.724, data_time: 0.001, memory: 9569, top1_acc: 0.3135, top5_acc: 0.5590, loss_cls: 3.1744, loss: 3.1744, grad_norm: 1.1208 2020-07-24 12:54:02,742 - mmaction - INFO - Epoch [101][440/940] lr: 4.011e-01, eta: 1 day, 10:14:11, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3029, top5_acc: 0.5441, loss_cls: 3.2621, loss: 3.2621, grad_norm: 1.1257 2020-07-24 12:54:16,116 - mmaction - INFO - Epoch [101][460/940] lr: 4.011e-01, eta: 1 day, 10:12:50, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.2938, top5_acc: 0.5484, loss_cls: 3.2445, loss: 3.2445, grad_norm: 1.1152 2020-07-24 12:54:29,766 - mmaction - INFO - Epoch [101][480/940] lr: 4.011e-01, eta: 1 day, 10:11:34, time: 0.681, data_time: 0.002, memory: 9569, top1_acc: 0.3035, top5_acc: 0.5578, loss_cls: 3.2297, loss: 3.2297, grad_norm: 1.1157 2020-07-24 12:54:43,847 - mmaction - INFO - Epoch [101][500/940] lr: 4.011e-01, eta: 1 day, 10:10:28, time: 0.705, data_time: 0.003, memory: 9569, top1_acc: 0.2955, top5_acc: 0.5361, loss_cls: 3.3014, loss: 3.3014, grad_norm: 1.1269 2020-07-24 12:54:56,674 - mmaction - INFO - Epoch [101][520/940] lr: 4.011e-01, eta: 1 day, 10:08:58, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3002, top5_acc: 0.5477, loss_cls: 3.2605, loss: 3.2605, grad_norm: 1.0899 2020-07-24 12:55:10,863 - mmaction - INFO - Epoch [101][540/940] lr: 4.011e-01, eta: 1 day, 10:07:53, time: 0.709, data_time: 0.002, memory: 9569, top1_acc: 0.3010, top5_acc: 0.5424, loss_cls: 3.2493, loss: 3.2493, grad_norm: 1.1191 2020-07-24 12:55:24,329 - mmaction - INFO - Epoch [101][560/940] lr: 4.011e-01, eta: 1 day, 10:06:36, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3012, top5_acc: 0.5549, loss_cls: 3.2270, loss: 3.2270, grad_norm: 1.1381 2020-07-24 12:55:38,021 - mmaction - INFO - Epoch [101][580/940] lr: 4.011e-01, eta: 1 day, 10:05:22, time: 0.685, data_time: 0.003, memory: 9569, top1_acc: 0.2902, top5_acc: 0.5416, loss_cls: 3.2845, loss: 3.2845, grad_norm: 1.1205 2020-07-24 12:55:52,349 - mmaction - INFO - Epoch [101][600/940] lr: 4.011e-01, eta: 1 day, 10:04:21, time: 0.716, data_time: 0.003, memory: 9569, top1_acc: 0.3004, top5_acc: 0.5516, loss_cls: 3.2184, loss: 3.2184, grad_norm: 1.0945 2020-07-24 12:56:05,140 - mmaction - INFO - Epoch [101][620/940] lr: 4.011e-01, eta: 1 day, 10:02:53, time: 0.640, data_time: 0.002, memory: 9569, top1_acc: 0.2951, top5_acc: 0.5506, loss_cls: 3.2271, loss: 3.2271, grad_norm: 1.1185 2020-07-24 12:56:19,401 - mmaction - INFO - Epoch [101][640/940] lr: 4.011e-01, eta: 1 day, 10:01:50, time: 0.713, data_time: 0.001, memory: 9569, top1_acc: 0.2918, top5_acc: 0.5453, loss_cls: 3.2654, loss: 3.2654, grad_norm: 1.1310 2020-07-24 12:56:32,980 - mmaction - INFO - Epoch [101][660/940] lr: 4.011e-01, eta: 1 day, 10:00:36, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.2990, top5_acc: 0.5451, loss_cls: 3.2387, loss: 3.2387, grad_norm: 1.1012 2020-07-24 12:56:46,050 - mmaction - INFO - Epoch [101][680/940] lr: 4.011e-01, eta: 1 day, 9:59:14, time: 0.654, data_time: 0.003, memory: 9569, top1_acc: 0.3084, top5_acc: 0.5547, loss_cls: 3.1918, loss: 3.1918, grad_norm: 1.1094 2020-07-24 12:57:00,474 - mmaction - INFO - Epoch [101][700/940] lr: 4.011e-01, eta: 1 day, 9:58:15, time: 0.721, data_time: 0.002, memory: 9569, top1_acc: 0.3006, top5_acc: 0.5434, loss_cls: 3.2719, loss: 3.2719, grad_norm: 1.1323 2020-07-24 12:57:13,351 - mmaction - INFO - Epoch [101][720/940] lr: 4.011e-01, eta: 1 day, 9:56:50, time: 0.644, data_time: 0.003, memory: 9569, top1_acc: 0.2912, top5_acc: 0.5451, loss_cls: 3.2975, loss: 3.2975, grad_norm: 1.1049 2020-07-24 12:57:27,055 - mmaction - INFO - Epoch [101][740/940] lr: 4.011e-01, eta: 1 day, 9:55:40, time: 0.686, data_time: 0.003, memory: 9569, top1_acc: 0.2969, top5_acc: 0.5527, loss_cls: 3.2766, loss: 3.2766, grad_norm: 1.1352 2020-07-24 12:57:41,160 - mmaction - INFO - Epoch [101][760/940] lr: 4.011e-01, eta: 1 day, 9:54:36, time: 0.705, data_time: 0.002, memory: 9569, top1_acc: 0.3047, top5_acc: 0.5506, loss_cls: 3.2357, loss: 3.2357, grad_norm: 1.1351 2020-07-24 12:57:54,930 - mmaction - INFO - Epoch [101][780/940] lr: 4.011e-01, eta: 1 day, 9:53:27, time: 0.688, data_time: 0.002, memory: 9569, top1_acc: 0.2961, top5_acc: 0.5332, loss_cls: 3.2787, loss: 3.2787, grad_norm: 1.1012 2020-07-24 12:58:08,250 - mmaction - INFO - Epoch [101][800/940] lr: 4.011e-01, eta: 1 day, 9:52:11, time: 0.667, data_time: 0.003, memory: 9569, top1_acc: 0.2984, top5_acc: 0.5504, loss_cls: 3.2470, loss: 3.2470, grad_norm: 1.1393 2020-07-24 12:58:21,374 - mmaction - INFO - Epoch [101][820/940] lr: 4.011e-01, eta: 1 day, 9:50:51, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.2975, top5_acc: 0.5428, loss_cls: 3.2494, loss: 3.2494, grad_norm: 1.1149 2020-07-24 12:58:34,886 - mmaction - INFO - Epoch [101][840/940] lr: 4.011e-01, eta: 1 day, 9:49:38, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3113, top5_acc: 0.5506, loss_cls: 3.2124, loss: 3.2124, grad_norm: 1.1077 2020-07-24 12:58:48,555 - mmaction - INFO - Epoch [101][860/940] lr: 4.011e-01, eta: 1 day, 9:48:29, time: 0.685, data_time: 0.003, memory: 9569, top1_acc: 0.2953, top5_acc: 0.5453, loss_cls: 3.2734, loss: 3.2734, grad_norm: 1.1133 2020-07-24 12:59:01,525 - mmaction - INFO - Epoch [101][880/940] lr: 4.011e-01, eta: 1 day, 9:47:08, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.2949, top5_acc: 0.5453, loss_cls: 3.2546, loss: 3.2546, grad_norm: 1.1203 2020-07-24 12:59:15,240 - mmaction - INFO - Epoch [101][900/940] lr: 4.011e-01, eta: 1 day, 9:45:59, time: 0.685, data_time: 0.002, memory: 9569, top1_acc: 0.2996, top5_acc: 0.5563, loss_cls: 3.2229, loss: 3.2229, grad_norm: 1.1134 2020-07-24 12:59:29,573 - mmaction - INFO - Epoch [101][920/940] lr: 4.011e-01, eta: 1 day, 9:45:02, time: 0.717, data_time: 0.002, memory: 9569, top1_acc: 0.2883, top5_acc: 0.5404, loss_cls: 3.2710, loss: 3.2710, grad_norm: 1.1351 2020-07-24 12:59:41,751 - mmaction - INFO - Epoch [101][940/940] lr: 4.011e-01, eta: 1 day, 9:43:28, time: 0.610, data_time: 0.003, memory: 9569, top1_acc: 0.2991, top5_acc: 0.5457, loss_cls: 3.2372, loss: 3.2372, grad_norm: 1.1227 2020-07-24 13:02:28,513 - mmaction - INFO - Epoch [102][20/940] lr: 3.976e-01, eta: 1 day, 10:25:05, time: 8.147, data_time: 7.392, memory: 9569, top1_acc: 0.3004, top5_acc: 0.5586, loss_cls: 3.2153, loss: 3.2153, grad_norm: 1.1528 2020-07-24 13:02:41,999 - mmaction - INFO - Epoch [102][40/940] lr: 3.976e-01, eta: 1 day, 10:23:47, time: 0.675, data_time: 0.003, memory: 9569, top1_acc: 0.3072, top5_acc: 0.5564, loss_cls: 3.2069, loss: 3.2069, grad_norm: 1.1386 2020-07-24 13:02:55,582 - mmaction - INFO - Epoch [102][60/940] lr: 3.976e-01, eta: 1 day, 10:22:32, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3098, top5_acc: 0.5730, loss_cls: 3.1577, loss: 3.1577, grad_norm: 1.1252 2020-07-24 13:03:09,590 - mmaction - INFO - Epoch [102][80/940] lr: 3.976e-01, eta: 1 day, 10:21:24, time: 0.700, data_time: 0.002, memory: 9569, top1_acc: 0.3068, top5_acc: 0.5617, loss_cls: 3.1785, loss: 3.1785, grad_norm: 1.1369 2020-07-24 13:03:23,144 - mmaction - INFO - Epoch [102][100/940] lr: 3.976e-01, eta: 1 day, 10:20:08, time: 0.677, data_time: 0.003, memory: 9569, top1_acc: 0.3045, top5_acc: 0.5604, loss_cls: 3.1884, loss: 3.1884, grad_norm: 1.1329 2020-07-24 13:03:36,440 - mmaction - INFO - Epoch [102][120/940] lr: 3.976e-01, eta: 1 day, 10:18:49, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.2996, top5_acc: 0.5619, loss_cls: 3.2213, loss: 3.2213, grad_norm: 1.1420 2020-07-24 13:03:49,310 - mmaction - INFO - Epoch [102][140/940] lr: 3.976e-01, eta: 1 day, 10:17:23, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.3082, top5_acc: 0.5617, loss_cls: 3.1950, loss: 3.1950, grad_norm: 1.1461 2020-07-24 13:04:02,895 - mmaction - INFO - Epoch [102][160/940] lr: 3.976e-01, eta: 1 day, 10:16:09, time: 0.680, data_time: 0.003, memory: 9569, top1_acc: 0.3057, top5_acc: 0.5537, loss_cls: 3.2311, loss: 3.2311, grad_norm: 1.1238 2020-07-24 13:04:16,527 - mmaction - INFO - Epoch [102][180/940] lr: 3.976e-01, eta: 1 day, 10:14:56, time: 0.680, data_time: 0.001, memory: 9569, top1_acc: 0.3031, top5_acc: 0.5561, loss_cls: 3.2183, loss: 3.2183, grad_norm: 1.1415 2020-07-24 13:04:30,138 - mmaction - INFO - Epoch [102][200/940] lr: 3.976e-01, eta: 1 day, 10:13:43, time: 0.680, data_time: 0.003, memory: 9569, top1_acc: 0.3002, top5_acc: 0.5449, loss_cls: 3.2775, loss: 3.2775, grad_norm: 1.1282 2020-07-24 13:04:44,225 - mmaction - INFO - Epoch [102][220/940] lr: 3.976e-01, eta: 1 day, 10:12:38, time: 0.705, data_time: 0.002, memory: 9569, top1_acc: 0.2975, top5_acc: 0.5525, loss_cls: 3.2282, loss: 3.2282, grad_norm: 1.1275 2020-07-24 13:04:57,152 - mmaction - INFO - Epoch [102][240/940] lr: 3.976e-01, eta: 1 day, 10:11:14, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3078, top5_acc: 0.5566, loss_cls: 3.1955, loss: 3.1955, grad_norm: 1.1251 2020-07-24 13:05:11,418 - mmaction - INFO - Epoch [102][260/940] lr: 3.976e-01, eta: 1 day, 10:10:13, time: 0.714, data_time: 0.003, memory: 9569, top1_acc: 0.2912, top5_acc: 0.5564, loss_cls: 3.2484, loss: 3.2484, grad_norm: 1.1325 2020-07-24 13:05:24,344 - mmaction - INFO - Epoch [102][280/940] lr: 3.976e-01, eta: 1 day, 10:08:50, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.3092, top5_acc: 0.5646, loss_cls: 3.1741, loss: 3.1741, grad_norm: 1.1188 2020-07-24 13:05:38,011 - mmaction - INFO - Epoch [102][300/940] lr: 3.976e-01, eta: 1 day, 10:07:39, time: 0.683, data_time: 0.003, memory: 9569, top1_acc: 0.3049, top5_acc: 0.5580, loss_cls: 3.2006, loss: 3.2006, grad_norm: 1.1101 2020-07-24 13:05:51,036 - mmaction - INFO - Epoch [102][320/940] lr: 3.976e-01, eta: 1 day, 10:06:18, time: 0.652, data_time: 0.003, memory: 9569, top1_acc: 0.3018, top5_acc: 0.5443, loss_cls: 3.2844, loss: 3.2844, grad_norm: 1.1504 2020-07-24 13:06:05,416 - mmaction - INFO - Epoch [102][340/940] lr: 3.976e-01, eta: 1 day, 10:05:20, time: 0.718, data_time: 0.001, memory: 9569, top1_acc: 0.3070, top5_acc: 0.5590, loss_cls: 3.2069, loss: 3.2069, grad_norm: 1.1091 2020-07-24 13:06:19,426 - mmaction - INFO - Epoch [102][360/940] lr: 3.976e-01, eta: 1 day, 10:04:15, time: 0.700, data_time: 0.002, memory: 9569, top1_acc: 0.3158, top5_acc: 0.5687, loss_cls: 3.1595, loss: 3.1595, grad_norm: 1.1261 2020-07-24 13:06:32,262 - mmaction - INFO - Epoch [102][380/940] lr: 3.976e-01, eta: 1 day, 10:02:52, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3012, top5_acc: 0.5549, loss_cls: 3.1924, loss: 3.1924, grad_norm: 1.1775 2020-07-24 13:06:46,333 - mmaction - INFO - Epoch [102][400/940] lr: 3.976e-01, eta: 1 day, 10:01:49, time: 0.704, data_time: 0.002, memory: 9569, top1_acc: 0.3123, top5_acc: 0.5709, loss_cls: 3.1600, loss: 3.1600, grad_norm: 1.1195 2020-07-24 13:07:00,338 - mmaction - INFO - Epoch [102][420/940] lr: 3.976e-01, eta: 1 day, 10:00:46, time: 0.700, data_time: 0.003, memory: 9569, top1_acc: 0.3037, top5_acc: 0.5504, loss_cls: 3.2346, loss: 3.2346, grad_norm: 1.1279 2020-07-24 13:07:13,340 - mmaction - INFO - Epoch [102][440/940] lr: 3.976e-01, eta: 1 day, 9:59:26, time: 0.651, data_time: 0.003, memory: 9569, top1_acc: 0.2904, top5_acc: 0.5363, loss_cls: 3.2899, loss: 3.2899, grad_norm: 1.1601 2020-07-24 13:07:26,777 - mmaction - INFO - Epoch [102][460/940] lr: 3.976e-01, eta: 1 day, 9:58:14, time: 0.672, data_time: 0.001, memory: 9569, top1_acc: 0.2910, top5_acc: 0.5492, loss_cls: 3.2653, loss: 3.2653, grad_norm: 1.1232 2020-07-24 13:07:40,342 - mmaction - INFO - Epoch [102][480/940] lr: 3.976e-01, eta: 1 day, 9:57:04, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.2984, top5_acc: 0.5437, loss_cls: 3.2602, loss: 3.2602, grad_norm: 1.1208 2020-07-24 13:07:54,168 - mmaction - INFO - Epoch [102][500/940] lr: 3.976e-01, eta: 1 day, 9:55:58, time: 0.690, data_time: 0.002, memory: 9569, top1_acc: 0.3049, top5_acc: 0.5584, loss_cls: 3.2237, loss: 3.2237, grad_norm: 1.1433 2020-07-24 13:08:06,967 - mmaction - INFO - Epoch [102][520/940] lr: 3.976e-01, eta: 1 day, 9:54:36, time: 0.642, data_time: 0.003, memory: 9569, top1_acc: 0.3049, top5_acc: 0.5414, loss_cls: 3.2772, loss: 3.2772, grad_norm: 1.1155 2020-07-24 13:08:21,130 - mmaction - INFO - Epoch [102][540/940] lr: 3.976e-01, eta: 1 day, 9:53:36, time: 0.707, data_time: 0.001, memory: 9569, top1_acc: 0.2996, top5_acc: 0.5537, loss_cls: 3.2218, loss: 3.2218, grad_norm: 1.0984 2020-07-24 13:08:34,631 - mmaction - INFO - Epoch [102][560/940] lr: 3.976e-01, eta: 1 day, 9:52:27, time: 0.676, data_time: 0.003, memory: 9569, top1_acc: 0.2920, top5_acc: 0.5437, loss_cls: 3.2829, loss: 3.2829, grad_norm: 1.1414 2020-07-24 13:08:47,989 - mmaction - INFO - Epoch [102][580/940] lr: 3.976e-01, eta: 1 day, 9:51:13, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.3000, top5_acc: 0.5436, loss_cls: 3.2477, loss: 3.2477, grad_norm: 1.1161 2020-07-24 13:09:02,249 - mmaction - INFO - Epoch [102][600/940] lr: 3.976e-01, eta: 1 day, 9:50:17, time: 0.717, data_time: 0.007, memory: 9569, top1_acc: 0.3014, top5_acc: 0.5494, loss_cls: 3.2237, loss: 3.2237, grad_norm: 1.1157 2020-07-24 13:09:15,060 - mmaction - INFO - Epoch [102][620/940] lr: 3.976e-01, eta: 1 day, 9:48:56, time: 0.641, data_time: 0.003, memory: 9569, top1_acc: 0.3064, top5_acc: 0.5541, loss_cls: 3.2305, loss: 3.2305, grad_norm: 1.1301 2020-07-24 13:09:28,861 - mmaction - INFO - Epoch [102][640/940] lr: 3.976e-01, eta: 1 day, 9:47:52, time: 0.690, data_time: 0.003, memory: 9569, top1_acc: 0.2977, top5_acc: 0.5482, loss_cls: 3.2475, loss: 3.2475, grad_norm: 1.1345 2020-07-24 13:09:43,218 - mmaction - INFO - Epoch [102][660/940] lr: 3.976e-01, eta: 1 day, 9:46:57, time: 0.717, data_time: 0.002, memory: 9569, top1_acc: 0.2955, top5_acc: 0.5510, loss_cls: 3.2470, loss: 3.2470, grad_norm: 1.1333 2020-07-24 13:09:56,562 - mmaction - INFO - Epoch [102][680/940] lr: 3.976e-01, eta: 1 day, 9:45:46, time: 0.668, data_time: 0.003, memory: 9569, top1_acc: 0.2939, top5_acc: 0.5436, loss_cls: 3.2490, loss: 3.2490, grad_norm: 1.1184 2020-07-24 13:10:10,262 - mmaction - INFO - Epoch [102][700/940] lr: 3.976e-01, eta: 1 day, 9:44:41, time: 0.686, data_time: 0.003, memory: 9569, top1_acc: 0.3107, top5_acc: 0.5666, loss_cls: 3.1632, loss: 3.1632, grad_norm: 1.1480 2020-07-24 13:10:23,322 - mmaction - INFO - Epoch [102][720/940] lr: 3.976e-01, eta: 1 day, 9:43:26, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.2908, top5_acc: 0.5443, loss_cls: 3.2797, loss: 3.2797, grad_norm: 1.1331 2020-07-24 13:10:36,746 - mmaction - INFO - Epoch [102][740/940] lr: 3.976e-01, eta: 1 day, 9:42:17, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.2973, top5_acc: 0.5480, loss_cls: 3.2499, loss: 3.2499, grad_norm: 1.1418 2020-07-24 13:10:50,565 - mmaction - INFO - Epoch [102][760/940] lr: 3.976e-01, eta: 1 day, 9:41:14, time: 0.690, data_time: 0.002, memory: 9569, top1_acc: 0.3045, top5_acc: 0.5516, loss_cls: 3.2395, loss: 3.2395, grad_norm: 1.1359 2020-07-24 13:11:04,827 - mmaction - INFO - Epoch [102][780/940] lr: 3.976e-01, eta: 1 day, 9:40:18, time: 0.713, data_time: 0.002, memory: 9569, top1_acc: 0.2908, top5_acc: 0.5432, loss_cls: 3.3009, loss: 3.3009, grad_norm: 1.1316 2020-07-24 13:11:17,910 - mmaction - INFO - Epoch [102][800/940] lr: 3.976e-01, eta: 1 day, 9:39:04, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.2998, top5_acc: 0.5490, loss_cls: 3.2418, loss: 3.2418, grad_norm: 1.1444 2020-07-24 13:11:32,038 - mmaction - INFO - Epoch [102][820/940] lr: 3.976e-01, eta: 1 day, 9:38:07, time: 0.707, data_time: 0.004, memory: 9569, top1_acc: 0.2943, top5_acc: 0.5520, loss_cls: 3.2825, loss: 3.2825, grad_norm: 1.1124 2020-07-24 13:11:44,966 - mmaction - INFO - Epoch [102][840/940] lr: 3.976e-01, eta: 1 day, 9:36:51, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.3025, top5_acc: 0.5494, loss_cls: 3.2453, loss: 3.2453, grad_norm: 1.1289 2020-07-24 13:11:59,061 - mmaction - INFO - Epoch [102][860/940] lr: 3.976e-01, eta: 1 day, 9:35:54, time: 0.704, data_time: 0.002, memory: 9569, top1_acc: 0.3037, top5_acc: 0.5580, loss_cls: 3.2137, loss: 3.2137, grad_norm: 1.1177 2020-07-24 13:12:11,968 - mmaction - INFO - Epoch [102][880/940] lr: 3.976e-01, eta: 1 day, 9:34:38, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.3020, top5_acc: 0.5557, loss_cls: 3.1911, loss: 3.1911, grad_norm: 1.1212 2020-07-24 13:12:25,758 - mmaction - INFO - Epoch [102][900/940] lr: 3.976e-01, eta: 1 day, 9:33:37, time: 0.689, data_time: 0.003, memory: 9569, top1_acc: 0.2939, top5_acc: 0.5451, loss_cls: 3.2529, loss: 3.2529, grad_norm: 1.1037 2020-07-24 13:12:39,209 - mmaction - INFO - Epoch [102][920/940] lr: 3.976e-01, eta: 1 day, 9:32:30, time: 0.674, data_time: 0.004, memory: 9569, top1_acc: 0.2965, top5_acc: 0.5514, loss_cls: 3.2222, loss: 3.2222, grad_norm: 1.1205 2020-07-24 13:12:51,488 - mmaction - INFO - Epoch [102][940/940] lr: 3.976e-01, eta: 1 day, 9:31:06, time: 0.614, data_time: 0.002, memory: 9569, top1_acc: 0.3121, top5_acc: 0.5534, loss_cls: 3.2322, loss: 3.2322, grad_norm: 1.1384 2020-07-24 13:15:26,897 - mmaction - INFO - Epoch [103][20/940] lr: 3.941e-01, eta: 1 day, 10:05:17, time: 7.563, data_time: 6.778, memory: 9569, top1_acc: 0.3055, top5_acc: 0.5580, loss_cls: 3.2011, loss: 3.2011, grad_norm: 1.1433 2020-07-24 13:15:40,570 - mmaction - INFO - Epoch [103][40/940] lr: 3.941e-01, eta: 1 day, 10:04:10, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.3027, top5_acc: 0.5574, loss_cls: 3.2198, loss: 3.2198, grad_norm: 1.1312 2020-07-24 13:15:54,586 - mmaction - INFO - Epoch [103][60/940] lr: 3.941e-01, eta: 1 day, 10:03:08, time: 0.701, data_time: 0.002, memory: 9569, top1_acc: 0.3000, top5_acc: 0.5535, loss_cls: 3.2190, loss: 3.2190, grad_norm: 1.1252 2020-07-24 13:16:08,084 - mmaction - INFO - Epoch [103][80/940] lr: 3.941e-01, eta: 1 day, 10:01:58, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3074, top5_acc: 0.5496, loss_cls: 3.2507, loss: 3.2507, grad_norm: 1.1116 2020-07-24 13:16:21,790 - mmaction - INFO - Epoch [103][100/940] lr: 3.941e-01, eta: 1 day, 10:00:53, time: 0.686, data_time: 0.002, memory: 9569, top1_acc: 0.3076, top5_acc: 0.5525, loss_cls: 3.2386, loss: 3.2386, grad_norm: 1.1383 2020-07-24 13:16:34,775 - mmaction - INFO - Epoch [103][120/940] lr: 3.941e-01, eta: 1 day, 9:59:35, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3002, top5_acc: 0.5516, loss_cls: 3.2060, loss: 3.2060, grad_norm: 1.1125 2020-07-24 13:16:48,251 - mmaction - INFO - Epoch [103][140/940] lr: 3.941e-01, eta: 1 day, 9:58:26, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3125, top5_acc: 0.5645, loss_cls: 3.1923, loss: 3.1923, grad_norm: 1.1400 2020-07-24 13:17:02,497 - mmaction - INFO - Epoch [103][160/940] lr: 3.941e-01, eta: 1 day, 9:57:29, time: 0.712, data_time: 0.002, memory: 9569, top1_acc: 0.3086, top5_acc: 0.5609, loss_cls: 3.1736, loss: 3.1736, grad_norm: 1.1318 2020-07-24 13:17:15,753 - mmaction - INFO - Epoch [103][180/940] lr: 3.941e-01, eta: 1 day, 9:56:17, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3012, top5_acc: 0.5613, loss_cls: 3.2014, loss: 3.2014, grad_norm: 1.1440 2020-07-24 13:17:28,930 - mmaction - INFO - Epoch [103][200/940] lr: 3.941e-01, eta: 1 day, 9:55:04, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.2979, top5_acc: 0.5537, loss_cls: 3.2669, loss: 3.2669, grad_norm: 1.1262 2020-07-24 13:17:42,675 - mmaction - INFO - Epoch [103][220/940] lr: 3.941e-01, eta: 1 day, 9:54:00, time: 0.687, data_time: 0.003, memory: 9569, top1_acc: 0.3035, top5_acc: 0.5549, loss_cls: 3.2322, loss: 3.2322, grad_norm: 1.1251 2020-07-24 13:17:56,243 - mmaction - INFO - Epoch [103][240/940] lr: 3.941e-01, eta: 1 day, 9:52:53, time: 0.678, data_time: 0.003, memory: 9569, top1_acc: 0.3016, top5_acc: 0.5561, loss_cls: 3.2198, loss: 3.2198, grad_norm: 1.1395 2020-07-24 13:18:09,827 - mmaction - INFO - Epoch [103][260/940] lr: 3.941e-01, eta: 1 day, 9:51:47, time: 0.680, data_time: 0.003, memory: 9569, top1_acc: 0.3074, top5_acc: 0.5598, loss_cls: 3.1866, loss: 3.1866, grad_norm: 1.1324 2020-07-24 13:18:23,172 - mmaction - INFO - Epoch [103][280/940] lr: 3.941e-01, eta: 1 day, 9:50:38, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.2945, top5_acc: 0.5555, loss_cls: 3.2429, loss: 3.2429, grad_norm: 1.1307 2020-07-24 13:18:35,948 - mmaction - INFO - Epoch [103][300/940] lr: 3.941e-01, eta: 1 day, 9:49:19, time: 0.638, data_time: 0.002, memory: 9569, top1_acc: 0.3033, top5_acc: 0.5506, loss_cls: 3.2309, loss: 3.2309, grad_norm: 1.1255 2020-07-24 13:18:51,387 - mmaction - INFO - Epoch [103][320/940] lr: 3.941e-01, eta: 1 day, 9:48:42, time: 0.773, data_time: 0.003, memory: 9569, top1_acc: 0.2934, top5_acc: 0.5432, loss_cls: 3.2801, loss: 3.2801, grad_norm: 1.1316 2020-07-24 13:19:04,276 - mmaction - INFO - Epoch [103][340/940] lr: 3.941e-01, eta: 1 day, 9:47:26, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.2922, top5_acc: 0.5514, loss_cls: 3.2396, loss: 3.2396, grad_norm: 1.1283 2020-07-24 13:19:18,289 - mmaction - INFO - Epoch [103][360/940] lr: 3.941e-01, eta: 1 day, 9:46:28, time: 0.703, data_time: 0.003, memory: 9569, top1_acc: 0.3049, top5_acc: 0.5619, loss_cls: 3.2036, loss: 3.2036, grad_norm: 1.1213 2020-07-24 13:19:32,515 - mmaction - INFO - Epoch [103][380/940] lr: 3.941e-01, eta: 1 day, 9:45:32, time: 0.711, data_time: 0.002, memory: 9569, top1_acc: 0.3027, top5_acc: 0.5648, loss_cls: 3.1895, loss: 3.1895, grad_norm: 1.1390 2020-07-24 13:19:46,162 - mmaction - INFO - Epoch [103][400/940] lr: 3.941e-01, eta: 1 day, 9:44:28, time: 0.681, data_time: 0.002, memory: 9569, top1_acc: 0.3086, top5_acc: 0.5584, loss_cls: 3.2194, loss: 3.2194, grad_norm: 1.1337 2020-07-24 13:19:59,730 - mmaction - INFO - Epoch [103][420/940] lr: 3.941e-01, eta: 1 day, 9:43:23, time: 0.678, data_time: 0.003, memory: 9569, top1_acc: 0.2982, top5_acc: 0.5424, loss_cls: 3.2602, loss: 3.2602, grad_norm: 1.1177 2020-07-24 13:20:13,219 - mmaction - INFO - Epoch [103][440/940] lr: 3.941e-01, eta: 1 day, 9:42:17, time: 0.674, data_time: 0.003, memory: 9569, top1_acc: 0.3020, top5_acc: 0.5553, loss_cls: 3.2356, loss: 3.2356, grad_norm: 1.1133 2020-07-24 13:20:27,330 - mmaction - INFO - Epoch [103][460/940] lr: 3.941e-01, eta: 1 day, 9:41:21, time: 0.707, data_time: 0.004, memory: 9569, top1_acc: 0.2984, top5_acc: 0.5590, loss_cls: 3.2218, loss: 3.2218, grad_norm: 1.1363 2020-07-24 13:20:40,924 - mmaction - INFO - Epoch [103][480/940] lr: 3.941e-01, eta: 1 day, 9:40:17, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3035, top5_acc: 0.5539, loss_cls: 3.2556, loss: 3.2556, grad_norm: 1.1168 2020-07-24 13:20:54,744 - mmaction - INFO - Epoch [103][500/940] lr: 3.941e-01, eta: 1 day, 9:39:17, time: 0.691, data_time: 0.002, memory: 9569, top1_acc: 0.3055, top5_acc: 0.5529, loss_cls: 3.2334, loss: 3.2334, grad_norm: 1.1170 2020-07-24 13:21:08,303 - mmaction - INFO - Epoch [103][520/940] lr: 3.941e-01, eta: 1 day, 9:38:14, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3051, top5_acc: 0.5592, loss_cls: 3.2195, loss: 3.2195, grad_norm: 1.1052 2020-07-24 13:21:22,479 - mmaction - INFO - Epoch [103][540/940] lr: 3.941e-01, eta: 1 day, 9:37:19, time: 0.708, data_time: 0.002, memory: 9569, top1_acc: 0.3049, top5_acc: 0.5494, loss_cls: 3.2396, loss: 3.2396, grad_norm: 1.1303 2020-07-24 13:21:35,377 - mmaction - INFO - Epoch [103][560/940] lr: 3.941e-01, eta: 1 day, 9:36:05, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3002, top5_acc: 0.5543, loss_cls: 3.2207, loss: 3.2207, grad_norm: 1.1306 2020-07-24 13:21:49,019 - mmaction - INFO - Epoch [103][580/940] lr: 3.941e-01, eta: 1 day, 9:35:03, time: 0.682, data_time: 0.004, memory: 9569, top1_acc: 0.3021, top5_acc: 0.5529, loss_cls: 3.2137, loss: 3.2137, grad_norm: 1.1200 2020-07-24 13:22:02,881 - mmaction - INFO - Epoch [103][600/940] lr: 3.941e-01, eta: 1 day, 9:34:05, time: 0.694, data_time: 0.003, memory: 9569, top1_acc: 0.2945, top5_acc: 0.5510, loss_cls: 3.2496, loss: 3.2496, grad_norm: 1.1317 2020-07-24 13:22:16,469 - mmaction - INFO - Epoch [103][620/940] lr: 3.941e-01, eta: 1 day, 9:33:02, time: 0.678, data_time: 0.003, memory: 9569, top1_acc: 0.3178, top5_acc: 0.5672, loss_cls: 3.1451, loss: 3.1451, grad_norm: 1.1387 2020-07-24 13:22:29,657 - mmaction - INFO - Epoch [103][640/940] lr: 3.941e-01, eta: 1 day, 9:31:54, time: 0.661, data_time: 0.003, memory: 9569, top1_acc: 0.3053, top5_acc: 0.5482, loss_cls: 3.2390, loss: 3.2390, grad_norm: 1.1589 2020-07-24 13:22:43,846 - mmaction - INFO - Epoch [103][660/940] lr: 3.941e-01, eta: 1 day, 9:31:01, time: 0.709, data_time: 0.003, memory: 9569, top1_acc: 0.3049, top5_acc: 0.5672, loss_cls: 3.1919, loss: 3.1919, grad_norm: 1.1373 2020-07-24 13:22:57,472 - mmaction - INFO - Epoch [103][680/940] lr: 3.941e-01, eta: 1 day, 9:29:59, time: 0.681, data_time: 0.003, memory: 9569, top1_acc: 0.3059, top5_acc: 0.5613, loss_cls: 3.1971, loss: 3.1971, grad_norm: 1.1424 2020-07-24 13:23:10,350 - mmaction - INFO - Epoch [103][700/940] lr: 3.941e-01, eta: 1 day, 9:28:47, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.2984, top5_acc: 0.5457, loss_cls: 3.2235, loss: 3.2235, grad_norm: 1.1523 2020-07-24 13:23:23,543 - mmaction - INFO - Epoch [103][720/940] lr: 3.941e-01, eta: 1 day, 9:27:40, time: 0.659, data_time: 0.003, memory: 9569, top1_acc: 0.3076, top5_acc: 0.5525, loss_cls: 3.2257, loss: 3.2257, grad_norm: 1.1419 2020-07-24 13:23:36,550 - mmaction - INFO - Epoch [103][740/940] lr: 3.941e-01, eta: 1 day, 9:26:31, time: 0.651, data_time: 0.003, memory: 9569, top1_acc: 0.3059, top5_acc: 0.5549, loss_cls: 3.2157, loss: 3.2157, grad_norm: 1.1236 2020-07-24 13:23:50,262 - mmaction - INFO - Epoch [103][760/940] lr: 3.941e-01, eta: 1 day, 9:25:31, time: 0.685, data_time: 0.002, memory: 9569, top1_acc: 0.3080, top5_acc: 0.5549, loss_cls: 3.2076, loss: 3.2076, grad_norm: 1.1249 2020-07-24 13:24:03,902 - mmaction - INFO - Epoch [103][780/940] lr: 3.941e-01, eta: 1 day, 9:24:31, time: 0.683, data_time: 0.003, memory: 9569, top1_acc: 0.3023, top5_acc: 0.5389, loss_cls: 3.2861, loss: 3.2861, grad_norm: 1.1216 2020-07-24 13:24:17,497 - mmaction - INFO - Epoch [103][800/940] lr: 3.941e-01, eta: 1 day, 9:23:31, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.2955, top5_acc: 0.5428, loss_cls: 3.2966, loss: 3.2966, grad_norm: 1.1258 2020-07-24 13:24:31,773 - mmaction - INFO - Epoch [103][820/940] lr: 3.941e-01, eta: 1 day, 9:22:40, time: 0.715, data_time: 0.003, memory: 9569, top1_acc: 0.2992, top5_acc: 0.5512, loss_cls: 3.2426, loss: 3.2426, grad_norm: 1.1358 2020-07-24 13:24:44,670 - mmaction - INFO - Epoch [103][840/940] lr: 3.941e-01, eta: 1 day, 9:21:30, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3021, top5_acc: 0.5555, loss_cls: 3.2338, loss: 3.2338, grad_norm: 1.1285 2020-07-24 13:24:58,229 - mmaction - INFO - Epoch [103][860/940] lr: 3.941e-01, eta: 1 day, 9:20:29, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.2885, top5_acc: 0.5414, loss_cls: 3.2580, loss: 3.2580, grad_norm: 1.1321 2020-07-24 13:25:12,359 - mmaction - INFO - Epoch [103][880/940] lr: 3.941e-01, eta: 1 day, 9:19:37, time: 0.705, data_time: 0.002, memory: 9569, top1_acc: 0.3049, top5_acc: 0.5506, loss_cls: 3.2165, loss: 3.2165, grad_norm: 1.1116 2020-07-24 13:25:25,353 - mmaction - INFO - Epoch [103][900/940] lr: 3.941e-01, eta: 1 day, 9:18:29, time: 0.651, data_time: 0.003, memory: 9569, top1_acc: 0.2979, top5_acc: 0.5512, loss_cls: 3.2457, loss: 3.2457, grad_norm: 1.1310 2020-07-24 13:25:38,958 - mmaction - INFO - Epoch [103][920/940] lr: 3.941e-01, eta: 1 day, 9:17:29, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3150, top5_acc: 0.5553, loss_cls: 3.2081, loss: 3.2081, grad_norm: 1.1254 2020-07-24 13:25:51,627 - mmaction - INFO - Epoch [103][940/940] lr: 3.941e-01, eta: 1 day, 9:16:17, time: 0.635, data_time: 0.003, memory: 9569, top1_acc: 0.3080, top5_acc: 0.5544, loss_cls: 3.2248, loss: 3.2248, grad_norm: 1.1460 2020-07-24 13:28:32,976 - mmaction - INFO - Epoch [104][20/940] lr: 3.906e-01, eta: 1 day, 9:48:16, time: 7.804, data_time: 5.574, memory: 9569, top1_acc: 0.2906, top5_acc: 0.5465, loss_cls: 3.2680, loss: 3.2680, grad_norm: 1.1379 2020-07-24 13:28:46,542 - mmaction - INFO - Epoch [104][40/940] lr: 3.906e-01, eta: 1 day, 9:47:12, time: 0.678, data_time: 0.003, memory: 9569, top1_acc: 0.3027, top5_acc: 0.5570, loss_cls: 3.2197, loss: 3.2197, grad_norm: 1.1256 2020-07-24 13:28:59,582 - mmaction - INFO - Epoch [104][60/940] lr: 3.906e-01, eta: 1 day, 9:46:02, time: 0.652, data_time: 0.003, memory: 9569, top1_acc: 0.3055, top5_acc: 0.5500, loss_cls: 3.2098, loss: 3.2098, grad_norm: 1.1557 2020-07-24 13:29:13,634 - mmaction - INFO - Epoch [104][80/940] lr: 3.906e-01, eta: 1 day, 9:45:06, time: 0.704, data_time: 0.003, memory: 9569, top1_acc: 0.3127, top5_acc: 0.5572, loss_cls: 3.1858, loss: 3.1858, grad_norm: 1.1252 2020-07-24 13:29:27,475 - mmaction - INFO - Epoch [104][100/940] lr: 3.906e-01, eta: 1 day, 9:44:06, time: 0.692, data_time: 0.002, memory: 9569, top1_acc: 0.3053, top5_acc: 0.5549, loss_cls: 3.2053, loss: 3.2053, grad_norm: 1.1538 2020-07-24 13:29:40,364 - mmaction - INFO - Epoch [104][120/940] lr: 3.906e-01, eta: 1 day, 9:42:54, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.3055, top5_acc: 0.5570, loss_cls: 3.1882, loss: 3.1882, grad_norm: 1.1394 2020-07-24 13:29:54,379 - mmaction - INFO - Epoch [104][140/940] lr: 3.906e-01, eta: 1 day, 9:41:58, time: 0.700, data_time: 0.002, memory: 9569, top1_acc: 0.3051, top5_acc: 0.5572, loss_cls: 3.2197, loss: 3.2197, grad_norm: 1.1387 2020-07-24 13:30:07,925 - mmaction - INFO - Epoch [104][160/940] lr: 3.906e-01, eta: 1 day, 9:40:55, time: 0.677, data_time: 0.003, memory: 9569, top1_acc: 0.2971, top5_acc: 0.5488, loss_cls: 3.2245, loss: 3.2245, grad_norm: 1.1319 2020-07-24 13:30:21,393 - mmaction - INFO - Epoch [104][180/940] lr: 3.906e-01, eta: 1 day, 9:39:52, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3041, top5_acc: 0.5643, loss_cls: 3.1857, loss: 3.1857, grad_norm: 1.1470 2020-07-24 13:30:34,348 - mmaction - INFO - Epoch [104][200/940] lr: 3.906e-01, eta: 1 day, 9:38:42, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3057, top5_acc: 0.5563, loss_cls: 3.2108, loss: 3.2108, grad_norm: 1.1518 2020-07-24 13:30:48,261 - mmaction - INFO - Epoch [104][220/940] lr: 3.906e-01, eta: 1 day, 9:37:45, time: 0.696, data_time: 0.002, memory: 9569, top1_acc: 0.3066, top5_acc: 0.5521, loss_cls: 3.2269, loss: 3.2269, grad_norm: 1.1418 2020-07-24 13:31:02,048 - mmaction - INFO - Epoch [104][240/940] lr: 3.906e-01, eta: 1 day, 9:36:46, time: 0.690, data_time: 0.003, memory: 9569, top1_acc: 0.3043, top5_acc: 0.5492, loss_cls: 3.2218, loss: 3.2218, grad_norm: 1.1194 2020-07-24 13:31:15,644 - mmaction - INFO - Epoch [104][260/940] lr: 3.906e-01, eta: 1 day, 9:35:45, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.2941, top5_acc: 0.5473, loss_cls: 3.2624, loss: 3.2624, grad_norm: 1.1250 2020-07-24 13:31:28,676 - mmaction - INFO - Epoch [104][280/940] lr: 3.906e-01, eta: 1 day, 9:34:36, time: 0.651, data_time: 0.003, memory: 9569, top1_acc: 0.3088, top5_acc: 0.5500, loss_cls: 3.2467, loss: 3.2467, grad_norm: 1.1345 2020-07-24 13:31:42,160 - mmaction - INFO - Epoch [104][300/940] lr: 3.906e-01, eta: 1 day, 9:33:34, time: 0.675, data_time: 0.003, memory: 9569, top1_acc: 0.3014, top5_acc: 0.5611, loss_cls: 3.2134, loss: 3.2134, grad_norm: 1.1521 2020-07-24 13:31:55,632 - mmaction - INFO - Epoch [104][320/940] lr: 3.906e-01, eta: 1 day, 9:32:32, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.2988, top5_acc: 0.5449, loss_cls: 3.2655, loss: 3.2655, grad_norm: 1.1416 2020-07-24 13:32:08,979 - mmaction - INFO - Epoch [104][340/940] lr: 3.906e-01, eta: 1 day, 9:31:29, time: 0.667, data_time: 0.003, memory: 9569, top1_acc: 0.3092, top5_acc: 0.5604, loss_cls: 3.2029, loss: 3.2029, grad_norm: 1.1261 2020-07-24 13:32:22,472 - mmaction - INFO - Epoch [104][360/940] lr: 3.906e-01, eta: 1 day, 9:30:27, time: 0.676, data_time: 0.003, memory: 9569, top1_acc: 0.3084, top5_acc: 0.5496, loss_cls: 3.2587, loss: 3.2587, grad_norm: 1.1165 2020-07-24 13:32:36,013 - mmaction - INFO - Epoch [104][380/940] lr: 3.906e-01, eta: 1 day, 9:29:27, time: 0.677, data_time: 0.001, memory: 9569, top1_acc: 0.2988, top5_acc: 0.5516, loss_cls: 3.2352, loss: 3.2352, grad_norm: 1.1452 2020-07-24 13:32:49,659 - mmaction - INFO - Epoch [104][400/940] lr: 3.906e-01, eta: 1 day, 9:28:28, time: 0.682, data_time: 0.002, memory: 9569, top1_acc: 0.3068, top5_acc: 0.5631, loss_cls: 3.1861, loss: 3.1861, grad_norm: 1.1236 2020-07-24 13:33:02,760 - mmaction - INFO - Epoch [104][420/940] lr: 3.906e-01, eta: 1 day, 9:27:21, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.2990, top5_acc: 0.5484, loss_cls: 3.2520, loss: 3.2520, grad_norm: 1.1575 2020-07-24 13:33:16,830 - mmaction - INFO - Epoch [104][440/940] lr: 3.906e-01, eta: 1 day, 9:26:28, time: 0.703, data_time: 0.002, memory: 9569, top1_acc: 0.3092, top5_acc: 0.5605, loss_cls: 3.1742, loss: 3.1742, grad_norm: 1.1335 2020-07-24 13:33:30,149 - mmaction - INFO - Epoch [104][460/940] lr: 3.906e-01, eta: 1 day, 9:25:25, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3088, top5_acc: 0.5596, loss_cls: 3.2077, loss: 3.2077, grad_norm: 1.1392 2020-07-24 13:33:43,038 - mmaction - INFO - Epoch [104][480/940] lr: 3.906e-01, eta: 1 day, 9:24:17, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.2979, top5_acc: 0.5439, loss_cls: 3.2276, loss: 3.2276, grad_norm: 1.1367 2020-07-24 13:33:57,330 - mmaction - INFO - Epoch [104][500/940] lr: 3.906e-01, eta: 1 day, 9:23:27, time: 0.715, data_time: 0.002, memory: 9569, top1_acc: 0.3033, top5_acc: 0.5520, loss_cls: 3.2314, loss: 3.2314, grad_norm: 1.1515 2020-07-24 13:34:10,786 - mmaction - INFO - Epoch [104][520/940] lr: 3.906e-01, eta: 1 day, 9:22:27, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3061, top5_acc: 0.5443, loss_cls: 3.2356, loss: 3.2356, grad_norm: 1.1280 2020-07-24 13:34:23,637 - mmaction - INFO - Epoch [104][540/940] lr: 3.906e-01, eta: 1 day, 9:21:18, time: 0.643, data_time: 0.003, memory: 9569, top1_acc: 0.3074, top5_acc: 0.5527, loss_cls: 3.2595, loss: 3.2595, grad_norm: 1.1326 2020-07-24 13:34:36,982 - mmaction - INFO - Epoch [104][560/940] lr: 3.906e-01, eta: 1 day, 9:20:17, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.2891, top5_acc: 0.5469, loss_cls: 3.2610, loss: 3.2610, grad_norm: 1.1285 2020-07-24 13:34:50,247 - mmaction - INFO - Epoch [104][580/940] lr: 3.906e-01, eta: 1 day, 9:19:14, time: 0.664, data_time: 0.003, memory: 9569, top1_acc: 0.3014, top5_acc: 0.5490, loss_cls: 3.2387, loss: 3.2387, grad_norm: 1.1491 2020-07-24 13:35:03,189 - mmaction - INFO - Epoch [104][600/940] lr: 3.906e-01, eta: 1 day, 9:18:08, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3035, top5_acc: 0.5516, loss_cls: 3.1954, loss: 3.1954, grad_norm: 1.1302 2020-07-24 13:35:17,330 - mmaction - INFO - Epoch [104][620/940] lr: 3.906e-01, eta: 1 day, 9:17:17, time: 0.707, data_time: 0.002, memory: 9569, top1_acc: 0.3102, top5_acc: 0.5754, loss_cls: 3.1360, loss: 3.1360, grad_norm: 1.1406 2020-07-24 13:35:30,125 - mmaction - INFO - Epoch [104][640/940] lr: 3.906e-01, eta: 1 day, 9:16:09, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.2988, top5_acc: 0.5488, loss_cls: 3.2296, loss: 3.2296, grad_norm: 1.1312 2020-07-24 13:35:43,634 - mmaction - INFO - Epoch [104][660/940] lr: 3.906e-01, eta: 1 day, 9:15:10, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.2943, top5_acc: 0.5480, loss_cls: 3.2388, loss: 3.2388, grad_norm: 1.1343 2020-07-24 13:35:56,642 - mmaction - INFO - Epoch [104][680/940] lr: 3.906e-01, eta: 1 day, 9:14:05, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.3031, top5_acc: 0.5611, loss_cls: 3.2197, loss: 3.2197, grad_norm: 1.1295 2020-07-24 13:36:19,307 - mmaction - INFO - Epoch [104][700/940] lr: 3.906e-01, eta: 1 day, 9:15:06, time: 1.133, data_time: 0.002, memory: 9569, top1_acc: 0.3189, top5_acc: 0.5596, loss_cls: 3.1928, loss: 3.1928, grad_norm: 1.1254 2020-07-24 13:36:33,721 - mmaction - INFO - Epoch [104][720/940] lr: 3.906e-01, eta: 1 day, 9:14:19, time: 0.719, data_time: 0.002, memory: 9569, top1_acc: 0.3129, top5_acc: 0.5717, loss_cls: 3.1725, loss: 3.1725, grad_norm: 1.1371 2020-07-24 13:36:47,024 - mmaction - INFO - Epoch [104][740/940] lr: 3.906e-01, eta: 1 day, 9:13:18, time: 0.666, data_time: 0.003, memory: 9569, top1_acc: 0.2896, top5_acc: 0.5441, loss_cls: 3.2957, loss: 3.2957, grad_norm: 1.1348 2020-07-24 13:37:00,647 - mmaction - INFO - Epoch [104][760/940] lr: 3.906e-01, eta: 1 day, 9:12:21, time: 0.680, data_time: 0.001, memory: 9569, top1_acc: 0.3053, top5_acc: 0.5566, loss_cls: 3.2208, loss: 3.2208, grad_norm: 1.1278 2020-07-24 13:37:14,467 - mmaction - INFO - Epoch [104][780/940] lr: 3.906e-01, eta: 1 day, 9:11:27, time: 0.690, data_time: 0.002, memory: 9569, top1_acc: 0.3000, top5_acc: 0.5455, loss_cls: 3.2451, loss: 3.2451, grad_norm: 1.1572 2020-07-24 13:37:27,896 - mmaction - INFO - Epoch [104][800/940] lr: 3.906e-01, eta: 1 day, 9:10:29, time: 0.673, data_time: 0.004, memory: 9569, top1_acc: 0.3084, top5_acc: 0.5564, loss_cls: 3.2334, loss: 3.2334, grad_norm: 1.1287 2020-07-24 13:37:42,210 - mmaction - INFO - Epoch [104][820/940] lr: 3.906e-01, eta: 1 day, 9:09:41, time: 0.715, data_time: 0.003, memory: 9569, top1_acc: 0.3105, top5_acc: 0.5639, loss_cls: 3.1867, loss: 3.1867, grad_norm: 1.1242 2020-07-24 13:37:55,688 - mmaction - INFO - Epoch [104][840/940] lr: 3.906e-01, eta: 1 day, 9:08:43, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3109, top5_acc: 0.5607, loss_cls: 3.1736, loss: 3.1736, grad_norm: 1.1454 2020-07-24 13:38:09,710 - mmaction - INFO - Epoch [104][860/940] lr: 3.906e-01, eta: 1 day, 9:07:53, time: 0.702, data_time: 0.003, memory: 9569, top1_acc: 0.2957, top5_acc: 0.5467, loss_cls: 3.2533, loss: 3.2533, grad_norm: 1.1398 2020-07-24 13:38:23,073 - mmaction - INFO - Epoch [104][880/940] lr: 3.906e-01, eta: 1 day, 9:06:54, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.2865, top5_acc: 0.5451, loss_cls: 3.2642, loss: 3.2642, grad_norm: 1.1287 2020-07-24 13:38:36,635 - mmaction - INFO - Epoch [104][900/940] lr: 3.906e-01, eta: 1 day, 9:05:57, time: 0.676, data_time: 0.001, memory: 9569, top1_acc: 0.3059, top5_acc: 0.5551, loss_cls: 3.2163, loss: 3.2163, grad_norm: 1.1121 2020-07-24 13:38:50,117 - mmaction - INFO - Epoch [104][920/940] lr: 3.906e-01, eta: 1 day, 9:05:00, time: 0.676, data_time: 0.004, memory: 9569, top1_acc: 0.3055, top5_acc: 0.5590, loss_cls: 3.2045, loss: 3.2045, grad_norm: 1.1478 2020-07-24 13:39:02,673 - mmaction - INFO - Epoch [104][940/940] lr: 3.906e-01, eta: 1 day, 9:03:52, time: 0.628, data_time: 0.002, memory: 9569, top1_acc: 0.2938, top5_acc: 0.5534, loss_cls: 3.2415, loss: 3.2415, grad_norm: 1.1618 2020-07-24 13:39:07,467 - mmaction - INFO - Saving checkpoint at 104 epochs 2020-07-24 13:41:21,041 - mmaction - INFO - Epoch [105][20/940] lr: 3.871e-01, eta: 1 day, 9:27:59, time: 6.622, data_time: 5.416, memory: 9569, top1_acc: 0.3035, top5_acc: 0.5484, loss_cls: 3.2383, loss: 3.2383, grad_norm: 1.1052 2020-07-24 13:41:34,531 - mmaction - INFO - Epoch [105][40/940] lr: 3.871e-01, eta: 1 day, 9:26:59, time: 0.676, data_time: 0.004, memory: 9569, top1_acc: 0.3115, top5_acc: 0.5527, loss_cls: 3.1969, loss: 3.1969, grad_norm: 1.1353 2020-07-24 13:41:47,915 - mmaction - INFO - Epoch [105][60/940] lr: 3.871e-01, eta: 1 day, 9:25:58, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3072, top5_acc: 0.5588, loss_cls: 3.1796, loss: 3.1796, grad_norm: 1.1499 2020-07-24 13:42:01,249 - mmaction - INFO - Epoch [105][80/940] lr: 3.871e-01, eta: 1 day, 9:24:57, time: 0.667, data_time: 0.003, memory: 9569, top1_acc: 0.3111, top5_acc: 0.5752, loss_cls: 3.1565, loss: 3.1565, grad_norm: 1.1435 2020-07-24 13:42:14,090 - mmaction - INFO - Epoch [105][100/940] lr: 3.871e-01, eta: 1 day, 9:23:51, time: 0.644, data_time: 0.003, memory: 9569, top1_acc: 0.2982, top5_acc: 0.5543, loss_cls: 3.2215, loss: 3.2215, grad_norm: 1.1417 2020-07-24 13:42:27,800 - mmaction - INFO - Epoch [105][120/940] lr: 3.871e-01, eta: 1 day, 9:22:55, time: 0.685, data_time: 0.002, memory: 9569, top1_acc: 0.3027, top5_acc: 0.5604, loss_cls: 3.2182, loss: 3.2182, grad_norm: 1.1516 2020-07-24 13:42:41,157 - mmaction - INFO - Epoch [105][140/940] lr: 3.871e-01, eta: 1 day, 9:21:54, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3137, top5_acc: 0.5654, loss_cls: 3.1674, loss: 3.1674, grad_norm: 1.1362 2020-07-24 13:42:54,762 - mmaction - INFO - Epoch [105][160/940] lr: 3.871e-01, eta: 1 day, 9:20:57, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.3109, top5_acc: 0.5715, loss_cls: 3.1871, loss: 3.1871, grad_norm: 1.1354 2020-07-24 13:43:07,560 - mmaction - INFO - Epoch [105][180/940] lr: 3.871e-01, eta: 1 day, 9:19:50, time: 0.640, data_time: 0.002, memory: 9569, top1_acc: 0.3039, top5_acc: 0.5566, loss_cls: 3.2157, loss: 3.2157, grad_norm: 1.1680 2020-07-24 13:43:21,245 - mmaction - INFO - Epoch [105][200/940] lr: 3.871e-01, eta: 1 day, 9:18:54, time: 0.684, data_time: 0.002, memory: 9569, top1_acc: 0.3043, top5_acc: 0.5578, loss_cls: 3.2213, loss: 3.2213, grad_norm: 1.1399 2020-07-24 13:43:34,073 - mmaction - INFO - Epoch [105][220/940] lr: 3.871e-01, eta: 1 day, 9:17:48, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3100, top5_acc: 0.5586, loss_cls: 3.2205, loss: 3.2205, grad_norm: 1.1367 2020-07-24 13:43:47,605 - mmaction - INFO - Epoch [105][240/940] lr: 3.871e-01, eta: 1 day, 9:16:51, time: 0.677, data_time: 0.003, memory: 9569, top1_acc: 0.2922, top5_acc: 0.5484, loss_cls: 3.2367, loss: 3.2367, grad_norm: 1.1631 2020-07-24 13:44:01,911 - mmaction - INFO - Epoch [105][260/940] lr: 3.871e-01, eta: 1 day, 9:16:03, time: 0.716, data_time: 0.003, memory: 9569, top1_acc: 0.3123, top5_acc: 0.5629, loss_cls: 3.2044, loss: 3.2044, grad_norm: 1.1436 2020-07-24 13:44:14,756 - mmaction - INFO - Epoch [105][280/940] lr: 3.871e-01, eta: 1 day, 9:14:58, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.2994, top5_acc: 0.5490, loss_cls: 3.2467, loss: 3.2467, grad_norm: 1.1476 2020-07-24 13:44:29,224 - mmaction - INFO - Epoch [105][300/940] lr: 3.871e-01, eta: 1 day, 9:14:12, time: 0.723, data_time: 0.002, memory: 9569, top1_acc: 0.2994, top5_acc: 0.5578, loss_cls: 3.2086, loss: 3.2086, grad_norm: 1.1331 2020-07-24 13:44:42,159 - mmaction - INFO - Epoch [105][320/940] lr: 3.871e-01, eta: 1 day, 9:13:08, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3145, top5_acc: 0.5545, loss_cls: 3.2058, loss: 3.2058, grad_norm: 1.1516 2020-07-24 13:44:54,961 - mmaction - INFO - Epoch [105][340/940] lr: 3.871e-01, eta: 1 day, 9:12:02, time: 0.641, data_time: 0.004, memory: 9569, top1_acc: 0.3064, top5_acc: 0.5410, loss_cls: 3.2593, loss: 3.2593, grad_norm: 1.1464 2020-07-24 13:45:08,529 - mmaction - INFO - Epoch [105][360/940] lr: 3.871e-01, eta: 1 day, 9:11:06, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.3107, top5_acc: 0.5566, loss_cls: 3.2069, loss: 3.2069, grad_norm: 1.1168 2020-07-24 13:45:22,336 - mmaction - INFO - Epoch [105][380/940] lr: 3.871e-01, eta: 1 day, 9:10:13, time: 0.690, data_time: 0.003, memory: 9569, top1_acc: 0.2910, top5_acc: 0.5459, loss_cls: 3.2612, loss: 3.2612, grad_norm: 1.1451 2020-07-24 13:45:35,563 - mmaction - INFO - Epoch [105][400/940] lr: 3.871e-01, eta: 1 day, 9:09:14, time: 0.662, data_time: 0.003, memory: 9569, top1_acc: 0.3023, top5_acc: 0.5500, loss_cls: 3.2336, loss: 3.2336, grad_norm: 1.1284 2020-07-24 13:45:49,048 - mmaction - INFO - Epoch [105][420/940] lr: 3.871e-01, eta: 1 day, 9:08:17, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.2945, top5_acc: 0.5469, loss_cls: 3.2378, loss: 3.2378, grad_norm: 1.1458 2020-07-24 13:46:03,038 - mmaction - INFO - Epoch [105][440/940] lr: 3.871e-01, eta: 1 day, 9:07:27, time: 0.699, data_time: 0.003, memory: 9569, top1_acc: 0.3121, top5_acc: 0.5686, loss_cls: 3.1447, loss: 3.1447, grad_norm: 1.1192 2020-07-24 13:46:15,870 - mmaction - INFO - Epoch [105][460/940] lr: 3.871e-01, eta: 1 day, 9:06:23, time: 0.642, data_time: 0.003, memory: 9569, top1_acc: 0.2947, top5_acc: 0.5547, loss_cls: 3.2515, loss: 3.2515, grad_norm: 1.1400 2020-07-24 13:46:29,665 - mmaction - INFO - Epoch [105][480/940] lr: 3.871e-01, eta: 1 day, 9:05:30, time: 0.690, data_time: 0.002, memory: 9569, top1_acc: 0.3066, top5_acc: 0.5730, loss_cls: 3.1834, loss: 3.1834, grad_norm: 1.1491 2020-07-24 13:46:43,049 - mmaction - INFO - Epoch [105][500/940] lr: 3.871e-01, eta: 1 day, 9:04:33, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3148, top5_acc: 0.5687, loss_cls: 3.1934, loss: 3.1934, grad_norm: 1.1471 2020-07-24 13:46:57,005 - mmaction - INFO - Epoch [105][520/940] lr: 3.871e-01, eta: 1 day, 9:03:43, time: 0.698, data_time: 0.003, memory: 9569, top1_acc: 0.3027, top5_acc: 0.5504, loss_cls: 3.2208, loss: 3.2208, grad_norm: 1.0997 2020-07-24 13:47:09,777 - mmaction - INFO - Epoch [105][540/940] lr: 3.871e-01, eta: 1 day, 9:02:39, time: 0.639, data_time: 0.003, memory: 9569, top1_acc: 0.3031, top5_acc: 0.5545, loss_cls: 3.2255, loss: 3.2255, grad_norm: 1.1347 2020-07-24 13:47:23,463 - mmaction - INFO - Epoch [105][560/940] lr: 3.871e-01, eta: 1 day, 9:01:46, time: 0.685, data_time: 0.003, memory: 9569, top1_acc: 0.3018, top5_acc: 0.5516, loss_cls: 3.2504, loss: 3.2504, grad_norm: 1.1171 2020-07-24 13:47:37,094 - mmaction - INFO - Epoch [105][580/940] lr: 3.871e-01, eta: 1 day, 9:00:52, time: 0.682, data_time: 0.002, memory: 9569, top1_acc: 0.2969, top5_acc: 0.5480, loss_cls: 3.2397, loss: 3.2397, grad_norm: 1.1555 2020-07-24 13:47:50,600 - mmaction - INFO - Epoch [105][600/940] lr: 3.871e-01, eta: 1 day, 8:59:57, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.2971, top5_acc: 0.5461, loss_cls: 3.2415, loss: 3.2415, grad_norm: 1.1324 2020-07-24 13:48:04,057 - mmaction - INFO - Epoch [105][620/940] lr: 3.871e-01, eta: 1 day, 8:59:01, time: 0.673, data_time: 0.003, memory: 9569, top1_acc: 0.3055, top5_acc: 0.5580, loss_cls: 3.2267, loss: 3.2267, grad_norm: 1.1354 2020-07-24 13:48:17,712 - mmaction - INFO - Epoch [105][640/940] lr: 3.871e-01, eta: 1 day, 8:58:08, time: 0.682, data_time: 0.003, memory: 9569, top1_acc: 0.3043, top5_acc: 0.5473, loss_cls: 3.2510, loss: 3.2510, grad_norm: 1.1140 2020-07-24 13:48:31,120 - mmaction - INFO - Epoch [105][660/940] lr: 3.871e-01, eta: 1 day, 8:57:13, time: 0.671, data_time: 0.003, memory: 9569, top1_acc: 0.3068, top5_acc: 0.5582, loss_cls: 3.1911, loss: 3.1911, grad_norm: 1.1419 2020-07-24 13:48:44,592 - mmaction - INFO - Epoch [105][680/940] lr: 3.871e-01, eta: 1 day, 8:56:18, time: 0.674, data_time: 0.003, memory: 9569, top1_acc: 0.3205, top5_acc: 0.5713, loss_cls: 3.1394, loss: 3.1394, grad_norm: 1.1647 2020-07-24 13:48:58,143 - mmaction - INFO - Epoch [105][700/940] lr: 3.871e-01, eta: 1 day, 8:55:24, time: 0.677, data_time: 0.001, memory: 9569, top1_acc: 0.3020, top5_acc: 0.5451, loss_cls: 3.2550, loss: 3.2550, grad_norm: 1.1643 2020-07-24 13:49:12,263 - mmaction - INFO - Epoch [105][720/940] lr: 3.871e-01, eta: 1 day, 8:54:37, time: 0.706, data_time: 0.002, memory: 9569, top1_acc: 0.3031, top5_acc: 0.5568, loss_cls: 3.2367, loss: 3.2367, grad_norm: 1.1409 2020-07-24 13:49:25,950 - mmaction - INFO - Epoch [105][740/940] lr: 3.871e-01, eta: 1 day, 8:53:46, time: 0.685, data_time: 0.002, memory: 9569, top1_acc: 0.3049, top5_acc: 0.5564, loss_cls: 3.2028, loss: 3.2028, grad_norm: 1.1401 2020-07-24 13:49:38,933 - mmaction - INFO - Epoch [105][760/940] lr: 3.871e-01, eta: 1 day, 8:52:45, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.3174, top5_acc: 0.5600, loss_cls: 3.2017, loss: 3.2017, grad_norm: 1.1634 2020-07-24 13:49:53,109 - mmaction - INFO - Epoch [105][780/940] lr: 3.871e-01, eta: 1 day, 8:51:59, time: 0.709, data_time: 0.003, memory: 9569, top1_acc: 0.3068, top5_acc: 0.5559, loss_cls: 3.2261, loss: 3.2261, grad_norm: 1.1565 2020-07-24 13:50:06,373 - mmaction - INFO - Epoch [105][800/940] lr: 3.871e-01, eta: 1 day, 8:51:03, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3137, top5_acc: 0.5594, loss_cls: 3.1884, loss: 3.1884, grad_norm: 1.1599 2020-07-24 13:50:20,196 - mmaction - INFO - Epoch [105][820/940] lr: 3.871e-01, eta: 1 day, 8:50:13, time: 0.691, data_time: 0.002, memory: 9569, top1_acc: 0.3098, top5_acc: 0.5436, loss_cls: 3.2605, loss: 3.2605, grad_norm: 1.1268 2020-07-24 13:50:33,729 - mmaction - INFO - Epoch [105][840/940] lr: 3.871e-01, eta: 1 day, 8:49:20, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3170, top5_acc: 0.5588, loss_cls: 3.1961, loss: 3.1961, grad_norm: 1.1255 2020-07-24 13:50:46,746 - mmaction - INFO - Epoch [105][860/940] lr: 3.871e-01, eta: 1 day, 8:48:21, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3025, top5_acc: 0.5639, loss_cls: 3.2014, loss: 3.2014, grad_norm: 1.1443 2020-07-24 13:51:00,941 - mmaction - INFO - Epoch [105][880/940] lr: 3.871e-01, eta: 1 day, 8:47:36, time: 0.709, data_time: 0.001, memory: 9569, top1_acc: 0.2979, top5_acc: 0.5563, loss_cls: 3.2421, loss: 3.2421, grad_norm: 1.1569 2020-07-24 13:51:14,495 - mmaction - INFO - Epoch [105][900/940] lr: 3.871e-01, eta: 1 day, 8:46:43, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.3043, top5_acc: 0.5561, loss_cls: 3.2307, loss: 3.2307, grad_norm: 1.1686 2020-07-24 13:51:27,383 - mmaction - INFO - Epoch [105][920/940] lr: 3.871e-01, eta: 1 day, 8:45:43, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.2977, top5_acc: 0.5437, loss_cls: 3.2493, loss: 3.2493, grad_norm: 1.1351 2020-07-24 13:51:39,549 - mmaction - INFO - Epoch [105][940/940] lr: 3.871e-01, eta: 1 day, 8:44:35, time: 0.608, data_time: 0.001, memory: 9569, top1_acc: 0.3060, top5_acc: 0.5544, loss_cls: 3.2078, loss: 3.2078, grad_norm: 1.1607 2020-07-24 13:54:07,167 - mmaction - INFO - Epoch [106][20/940] lr: 3.836e-01, eta: 1 day, 9:08:48, time: 7.168, data_time: 6.407, memory: 9569, top1_acc: 0.3090, top5_acc: 0.5563, loss_cls: 3.1869, loss: 3.1869, grad_norm: 1.1240 2020-07-24 13:54:21,592 - mmaction - INFO - Epoch [106][40/940] lr: 3.836e-01, eta: 1 day, 9:08:00, time: 0.706, data_time: 0.014, memory: 9569, top1_acc: 0.3002, top5_acc: 0.5467, loss_cls: 3.2193, loss: 3.2193, grad_norm: 1.1443 2020-07-24 13:54:35,073 - mmaction - INFO - Epoch [106][60/940] lr: 3.836e-01, eta: 1 day, 9:07:11, time: 0.699, data_time: 0.028, memory: 9569, top1_acc: 0.3043, top5_acc: 0.5615, loss_cls: 3.2117, loss: 3.2117, grad_norm: 1.1445 2020-07-24 13:54:49,282 - mmaction - INFO - Epoch [106][80/940] lr: 3.836e-01, eta: 1 day, 9:06:24, time: 0.710, data_time: 0.003, memory: 9569, top1_acc: 0.3039, top5_acc: 0.5580, loss_cls: 3.2084, loss: 3.2084, grad_norm: 1.1375 2020-07-24 13:55:02,641 - mmaction - INFO - Epoch [106][100/940] lr: 3.836e-01, eta: 1 day, 9:05:28, time: 0.670, data_time: 0.003, memory: 9569, top1_acc: 0.3154, top5_acc: 0.5521, loss_cls: 3.1589, loss: 3.1589, grad_norm: 1.1266 2020-07-24 13:55:16,370 - mmaction - INFO - Epoch [106][120/940] lr: 3.836e-01, eta: 1 day, 9:04:36, time: 0.685, data_time: 0.001, memory: 9569, top1_acc: 0.3238, top5_acc: 0.5760, loss_cls: 3.1222, loss: 3.1222, grad_norm: 1.1368 2020-07-24 13:55:29,925 - mmaction - INFO - Epoch [106][140/940] lr: 3.836e-01, eta: 1 day, 9:03:42, time: 0.678, data_time: 0.003, memory: 9569, top1_acc: 0.3164, top5_acc: 0.5588, loss_cls: 3.1663, loss: 3.1663, grad_norm: 1.1624 2020-07-24 13:55:42,643 - mmaction - INFO - Epoch [106][160/940] lr: 3.836e-01, eta: 1 day, 9:02:39, time: 0.637, data_time: 0.002, memory: 9569, top1_acc: 0.3037, top5_acc: 0.5461, loss_cls: 3.2390, loss: 3.2390, grad_norm: 1.1363 2020-07-24 13:55:55,398 - mmaction - INFO - Epoch [106][180/940] lr: 3.836e-01, eta: 1 day, 9:01:36, time: 0.637, data_time: 0.001, memory: 9569, top1_acc: 0.3090, top5_acc: 0.5637, loss_cls: 3.2025, loss: 3.2025, grad_norm: 1.1551 2020-07-24 13:56:09,363 - mmaction - INFO - Epoch [106][200/940] lr: 3.836e-01, eta: 1 day, 9:00:47, time: 0.697, data_time: 0.002, memory: 9569, top1_acc: 0.3059, top5_acc: 0.5576, loss_cls: 3.2138, loss: 3.2138, grad_norm: 1.1282 2020-07-24 13:56:22,909 - mmaction - INFO - Epoch [106][220/940] lr: 3.836e-01, eta: 1 day, 8:59:53, time: 0.678, data_time: 0.003, memory: 9569, top1_acc: 0.3170, top5_acc: 0.5609, loss_cls: 3.1772, loss: 3.1772, grad_norm: 1.1557 2020-07-24 13:56:37,519 - mmaction - INFO - Epoch [106][240/940] lr: 3.836e-01, eta: 1 day, 8:59:12, time: 0.731, data_time: 0.003, memory: 9569, top1_acc: 0.3141, top5_acc: 0.5627, loss_cls: 3.1774, loss: 3.1774, grad_norm: 1.1347 2020-07-24 13:56:51,180 - mmaction - INFO - Epoch [106][260/940] lr: 3.836e-01, eta: 1 day, 8:58:20, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.3209, top5_acc: 0.5711, loss_cls: 3.1368, loss: 3.1368, grad_norm: 1.1287 2020-07-24 13:57:04,648 - mmaction - INFO - Epoch [106][280/940] lr: 3.836e-01, eta: 1 day, 8:57:26, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3010, top5_acc: 0.5500, loss_cls: 3.1932, loss: 3.1932, grad_norm: 1.1660 2020-07-24 13:57:18,034 - mmaction - INFO - Epoch [106][300/940] lr: 3.836e-01, eta: 1 day, 8:56:31, time: 0.669, data_time: 0.004, memory: 9569, top1_acc: 0.3117, top5_acc: 0.5576, loss_cls: 3.2331, loss: 3.2331, grad_norm: 1.1482 2020-07-24 13:57:31,596 - mmaction - INFO - Epoch [106][320/940] lr: 3.836e-01, eta: 1 day, 8:55:39, time: 0.679, data_time: 0.003, memory: 9569, top1_acc: 0.3053, top5_acc: 0.5531, loss_cls: 3.2226, loss: 3.2226, grad_norm: 1.1370 2020-07-24 13:57:45,114 - mmaction - INFO - Epoch [106][340/940] lr: 3.836e-01, eta: 1 day, 8:54:45, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3068, top5_acc: 0.5590, loss_cls: 3.2135, loss: 3.2135, grad_norm: 1.1400 2020-07-24 13:57:58,519 - mmaction - INFO - Epoch [106][360/940] lr: 3.836e-01, eta: 1 day, 8:53:51, time: 0.671, data_time: 0.003, memory: 9569, top1_acc: 0.3137, top5_acc: 0.5602, loss_cls: 3.1733, loss: 3.1733, grad_norm: 1.1150 2020-07-24 13:58:12,797 - mmaction - INFO - Epoch [106][380/940] lr: 3.836e-01, eta: 1 day, 8:53:07, time: 0.714, data_time: 0.002, memory: 9569, top1_acc: 0.3021, top5_acc: 0.5498, loss_cls: 3.2501, loss: 3.2501, grad_norm: 1.1496 2020-07-24 13:58:25,654 - mmaction - INFO - Epoch [106][400/940] lr: 3.836e-01, eta: 1 day, 8:52:07, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3043, top5_acc: 0.5549, loss_cls: 3.2043, loss: 3.2043, grad_norm: 1.1548 2020-07-24 13:58:39,015 - mmaction - INFO - Epoch [106][420/940] lr: 3.836e-01, eta: 1 day, 8:51:13, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3104, top5_acc: 0.5602, loss_cls: 3.1874, loss: 3.1874, grad_norm: 1.1439 2020-07-24 13:58:51,951 - mmaction - INFO - Epoch [106][440/940] lr: 3.836e-01, eta: 1 day, 8:50:14, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.2967, top5_acc: 0.5418, loss_cls: 3.2675, loss: 3.2675, grad_norm: 1.1359 2020-07-24 13:59:05,448 - mmaction - INFO - Epoch [106][460/940] lr: 3.836e-01, eta: 1 day, 8:49:21, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.2990, top5_acc: 0.5576, loss_cls: 3.2288, loss: 3.2288, grad_norm: 1.1522 2020-07-24 13:59:18,386 - mmaction - INFO - Epoch [106][480/940] lr: 3.836e-01, eta: 1 day, 8:48:22, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3082, top5_acc: 0.5547, loss_cls: 3.1928, loss: 3.1928, grad_norm: 1.1057 2020-07-24 13:59:31,957 - mmaction - INFO - Epoch [106][500/940] lr: 3.836e-01, eta: 1 day, 8:47:31, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.3082, top5_acc: 0.5531, loss_cls: 3.2208, loss: 3.2208, grad_norm: 1.1264 2020-07-24 13:59:45,536 - mmaction - INFO - Epoch [106][520/940] lr: 3.836e-01, eta: 1 day, 8:46:40, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3066, top5_acc: 0.5572, loss_cls: 3.2087, loss: 3.2087, grad_norm: 1.1275 2020-07-24 13:59:59,274 - mmaction - INFO - Epoch [106][540/940] lr: 3.836e-01, eta: 1 day, 8:45:50, time: 0.686, data_time: 0.002, memory: 9569, top1_acc: 0.2982, top5_acc: 0.5658, loss_cls: 3.1899, loss: 3.1899, grad_norm: 1.1372 2020-07-24 14:00:17,424 - mmaction - INFO - Epoch [106][560/940] lr: 3.836e-01, eta: 1 day, 8:45:49, time: 0.905, data_time: 0.009, memory: 9569, top1_acc: 0.2955, top5_acc: 0.5525, loss_cls: 3.2666, loss: 3.2666, grad_norm: 1.1567 2020-07-24 14:00:31,376 - mmaction - INFO - Epoch [106][580/940] lr: 3.836e-01, eta: 1 day, 8:45:03, time: 0.701, data_time: 0.012, memory: 9569, top1_acc: 0.3107, top5_acc: 0.5551, loss_cls: 3.2158, loss: 3.2158, grad_norm: 1.1384 2020-07-24 14:00:44,330 - mmaction - INFO - Epoch [106][600/940] lr: 3.836e-01, eta: 1 day, 8:44:05, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.3162, top5_acc: 0.5725, loss_cls: 3.1684, loss: 3.1684, grad_norm: 1.1491 2020-07-24 14:00:58,354 - mmaction - INFO - Epoch [106][620/940] lr: 3.836e-01, eta: 1 day, 8:43:19, time: 0.702, data_time: 0.002, memory: 9569, top1_acc: 0.3076, top5_acc: 0.5555, loss_cls: 3.2039, loss: 3.2039, grad_norm: 1.1526 2020-07-24 14:01:11,817 - mmaction - INFO - Epoch [106][640/940] lr: 3.836e-01, eta: 1 day, 8:42:27, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3104, top5_acc: 0.5543, loss_cls: 3.2223, loss: 3.2223, grad_norm: 1.1336 2020-07-24 14:01:24,902 - mmaction - INFO - Epoch [106][660/940] lr: 3.836e-01, eta: 1 day, 8:41:31, time: 0.654, data_time: 0.003, memory: 9569, top1_acc: 0.3039, top5_acc: 0.5561, loss_cls: 3.2060, loss: 3.2060, grad_norm: 1.1499 2020-07-24 14:01:37,870 - mmaction - INFO - Epoch [106][680/940] lr: 3.836e-01, eta: 1 day, 8:40:34, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.3045, top5_acc: 0.5535, loss_cls: 3.2254, loss: 3.2254, grad_norm: 1.1553 2020-07-24 14:01:50,638 - mmaction - INFO - Epoch [106][700/940] lr: 3.836e-01, eta: 1 day, 8:39:35, time: 0.637, data_time: 0.001, memory: 9569, top1_acc: 0.3006, top5_acc: 0.5453, loss_cls: 3.2481, loss: 3.2481, grad_norm: 1.1443 2020-07-24 14:02:04,711 - mmaction - INFO - Epoch [106][720/940] lr: 3.836e-01, eta: 1 day, 8:38:50, time: 0.704, data_time: 0.003, memory: 9569, top1_acc: 0.3035, top5_acc: 0.5537, loss_cls: 3.2046, loss: 3.2046, grad_norm: 1.1325 2020-07-24 14:02:18,034 - mmaction - INFO - Epoch [106][740/940] lr: 3.836e-01, eta: 1 day, 8:37:58, time: 0.667, data_time: 0.003, memory: 9569, top1_acc: 0.2965, top5_acc: 0.5563, loss_cls: 3.2403, loss: 3.2403, grad_norm: 1.1534 2020-07-24 14:02:32,149 - mmaction - INFO - Epoch [106][760/940] lr: 3.836e-01, eta: 1 day, 8:37:13, time: 0.705, data_time: 0.002, memory: 9569, top1_acc: 0.3039, top5_acc: 0.5553, loss_cls: 3.2384, loss: 3.2384, grad_norm: 1.1379 2020-07-24 14:02:45,075 - mmaction - INFO - Epoch [106][780/940] lr: 3.836e-01, eta: 1 day, 8:36:17, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.3070, top5_acc: 0.5594, loss_cls: 3.2001, loss: 3.2001, grad_norm: 1.1332 2020-07-24 14:02:58,456 - mmaction - INFO - Epoch [106][800/940] lr: 3.836e-01, eta: 1 day, 8:35:25, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.2984, top5_acc: 0.5502, loss_cls: 3.2489, loss: 3.2489, grad_norm: 1.1548 2020-07-24 14:03:11,521 - mmaction - INFO - Epoch [106][820/940] lr: 3.836e-01, eta: 1 day, 8:34:30, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.3037, top5_acc: 0.5563, loss_cls: 3.2157, loss: 3.2157, grad_norm: 1.1490 2020-07-24 14:03:24,720 - mmaction - INFO - Epoch [106][840/940] lr: 3.836e-01, eta: 1 day, 8:33:36, time: 0.659, data_time: 0.002, memory: 9569, top1_acc: 0.3141, top5_acc: 0.5619, loss_cls: 3.1806, loss: 3.1806, grad_norm: 1.1297 2020-07-24 14:03:38,085 - mmaction - INFO - Epoch [106][860/940] lr: 3.836e-01, eta: 1 day, 8:32:44, time: 0.669, data_time: 0.003, memory: 9569, top1_acc: 0.2986, top5_acc: 0.5473, loss_cls: 3.2364, loss: 3.2364, grad_norm: 1.1611 2020-07-24 14:03:51,054 - mmaction - INFO - Epoch [106][880/940] lr: 3.836e-01, eta: 1 day, 8:31:48, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.3027, top5_acc: 0.5645, loss_cls: 3.2195, loss: 3.2195, grad_norm: 1.1581 2020-07-24 14:04:05,113 - mmaction - INFO - Epoch [106][900/940] lr: 3.836e-01, eta: 1 day, 8:31:04, time: 0.702, data_time: 0.002, memory: 9569, top1_acc: 0.3002, top5_acc: 0.5557, loss_cls: 3.2100, loss: 3.2100, grad_norm: 1.1291 2020-07-24 14:04:18,431 - mmaction - INFO - Epoch [106][920/940] lr: 3.836e-01, eta: 1 day, 8:30:13, time: 0.666, data_time: 0.003, memory: 9569, top1_acc: 0.3072, top5_acc: 0.5646, loss_cls: 3.1685, loss: 3.1685, grad_norm: 1.1278 2020-07-24 14:04:30,628 - mmaction - INFO - Epoch [106][940/940] lr: 3.836e-01, eta: 1 day, 8:29:09, time: 0.611, data_time: 0.003, memory: 9569, top1_acc: 0.2965, top5_acc: 0.5544, loss_cls: 3.2446, loss: 3.2446, grad_norm: 1.1666 2020-07-24 14:06:51,818 - mmaction - INFO - Epoch [107][20/940] lr: 3.800e-01, eta: 1 day, 8:49:47, time: 6.693, data_time: 5.892, memory: 9569, top1_acc: 0.3098, top5_acc: 0.5576, loss_cls: 3.2038, loss: 3.2038, grad_norm: 1.1470 2020-07-24 14:07:05,141 - mmaction - INFO - Epoch [107][40/940] lr: 3.800e-01, eta: 1 day, 8:48:53, time: 0.667, data_time: 0.003, memory: 9569, top1_acc: 0.3082, top5_acc: 0.5633, loss_cls: 3.1371, loss: 3.1371, grad_norm: 1.1254 2020-07-24 14:07:17,902 - mmaction - INFO - Epoch [107][60/940] lr: 3.800e-01, eta: 1 day, 8:47:54, time: 0.638, data_time: 0.003, memory: 9569, top1_acc: 0.3018, top5_acc: 0.5574, loss_cls: 3.2095, loss: 3.2095, grad_norm: 1.1767 2020-07-24 14:07:30,633 - mmaction - INFO - Epoch [107][80/940] lr: 3.800e-01, eta: 1 day, 8:46:55, time: 0.638, data_time: 0.002, memory: 9569, top1_acc: 0.3037, top5_acc: 0.5521, loss_cls: 3.2174, loss: 3.2174, grad_norm: 1.1379 2020-07-24 14:07:44,102 - mmaction - INFO - Epoch [107][100/940] lr: 3.800e-01, eta: 1 day, 8:46:03, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3035, top5_acc: 0.5539, loss_cls: 3.1978, loss: 3.1978, grad_norm: 1.1454 2020-07-24 14:07:57,666 - mmaction - INFO - Epoch [107][120/940] lr: 3.800e-01, eta: 1 day, 8:45:13, time: 0.679, data_time: 0.003, memory: 9569, top1_acc: 0.3100, top5_acc: 0.5547, loss_cls: 3.2051, loss: 3.2051, grad_norm: 1.1484 2020-07-24 14:08:11,171 - mmaction - INFO - Epoch [107][140/940] lr: 3.800e-01, eta: 1 day, 8:44:21, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3088, top5_acc: 0.5527, loss_cls: 3.2109, loss: 3.2109, grad_norm: 1.1426 2020-07-24 14:08:24,699 - mmaction - INFO - Epoch [107][160/940] lr: 3.800e-01, eta: 1 day, 8:43:31, time: 0.676, data_time: 0.003, memory: 9569, top1_acc: 0.3092, top5_acc: 0.5670, loss_cls: 3.1352, loss: 3.1352, grad_norm: 1.1420 2020-07-24 14:08:37,507 - mmaction - INFO - Epoch [107][180/940] lr: 3.800e-01, eta: 1 day, 8:42:33, time: 0.639, data_time: 0.002, memory: 9569, top1_acc: 0.3057, top5_acc: 0.5609, loss_cls: 3.1703, loss: 3.1703, grad_norm: 1.1579 2020-07-24 14:08:50,351 - mmaction - INFO - Epoch [107][200/940] lr: 3.800e-01, eta: 1 day, 8:41:35, time: 0.644, data_time: 0.004, memory: 9569, top1_acc: 0.3102, top5_acc: 0.5664, loss_cls: 3.1620, loss: 3.1620, grad_norm: 1.1462 2020-07-24 14:09:03,883 - mmaction - INFO - Epoch [107][220/940] lr: 3.800e-01, eta: 1 day, 8:40:45, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3037, top5_acc: 0.5488, loss_cls: 3.2332, loss: 3.2332, grad_norm: 1.1532 2020-07-24 14:09:17,339 - mmaction - INFO - Epoch [107][240/940] lr: 3.800e-01, eta: 1 day, 8:39:54, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3094, top5_acc: 0.5619, loss_cls: 3.1960, loss: 3.1960, grad_norm: 1.1369 2020-07-24 14:09:30,438 - mmaction - INFO - Epoch [107][260/940] lr: 3.800e-01, eta: 1 day, 8:38:59, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.3189, top5_acc: 0.5619, loss_cls: 3.1720, loss: 3.1720, grad_norm: 1.1394 2020-07-24 14:09:43,291 - mmaction - INFO - Epoch [107][280/940] lr: 3.800e-01, eta: 1 day, 8:38:02, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.2949, top5_acc: 0.5508, loss_cls: 3.2570, loss: 3.2570, grad_norm: 1.1535 2020-07-24 14:09:57,096 - mmaction - INFO - Epoch [107][300/940] lr: 3.800e-01, eta: 1 day, 8:37:15, time: 0.690, data_time: 0.002, memory: 9569, top1_acc: 0.3236, top5_acc: 0.5748, loss_cls: 3.1019, loss: 3.1019, grad_norm: 1.1290 2020-07-24 14:10:10,542 - mmaction - INFO - Epoch [107][320/940] lr: 3.800e-01, eta: 1 day, 8:36:25, time: 0.672, data_time: 0.001, memory: 9569, top1_acc: 0.3096, top5_acc: 0.5572, loss_cls: 3.1759, loss: 3.1759, grad_norm: 1.1428 2020-07-24 14:10:23,764 - mmaction - INFO - Epoch [107][340/940] lr: 3.800e-01, eta: 1 day, 8:35:32, time: 0.661, data_time: 0.002, memory: 9569, top1_acc: 0.3270, top5_acc: 0.5748, loss_cls: 3.1269, loss: 3.1269, grad_norm: 1.1428 2020-07-24 14:10:36,642 - mmaction - INFO - Epoch [107][360/940] lr: 3.800e-01, eta: 1 day, 8:34:36, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3016, top5_acc: 0.5459, loss_cls: 3.2137, loss: 3.2137, grad_norm: 1.1451 2020-07-24 14:10:50,037 - mmaction - INFO - Epoch [107][380/940] lr: 3.800e-01, eta: 1 day, 8:33:45, time: 0.671, data_time: 0.003, memory: 9569, top1_acc: 0.3115, top5_acc: 0.5623, loss_cls: 3.1821, loss: 3.1821, grad_norm: 1.1362 2020-07-24 14:11:03,893 - mmaction - INFO - Epoch [107][400/940] lr: 3.800e-01, eta: 1 day, 8:32:59, time: 0.691, data_time: 0.002, memory: 9569, top1_acc: 0.3209, top5_acc: 0.5668, loss_cls: 3.1684, loss: 3.1684, grad_norm: 1.1383 2020-07-24 14:11:17,361 - mmaction - INFO - Epoch [107][420/940] lr: 3.800e-01, eta: 1 day, 8:32:09, time: 0.675, data_time: 0.004, memory: 9569, top1_acc: 0.3076, top5_acc: 0.5568, loss_cls: 3.2068, loss: 3.2068, grad_norm: 1.1277 2020-07-24 14:11:30,295 - mmaction - INFO - Epoch [107][440/940] lr: 3.800e-01, eta: 1 day, 8:31:14, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.3012, top5_acc: 0.5592, loss_cls: 3.2236, loss: 3.2236, grad_norm: 1.1620 2020-07-24 14:11:43,998 - mmaction - INFO - Epoch [107][460/940] lr: 3.800e-01, eta: 1 day, 8:30:27, time: 0.686, data_time: 0.003, memory: 9569, top1_acc: 0.3074, top5_acc: 0.5627, loss_cls: 3.1580, loss: 3.1580, grad_norm: 1.1503 2020-07-24 14:11:57,780 - mmaction - INFO - Epoch [107][480/940] lr: 3.800e-01, eta: 1 day, 8:29:40, time: 0.687, data_time: 0.002, memory: 9569, top1_acc: 0.3031, top5_acc: 0.5551, loss_cls: 3.2421, loss: 3.2421, grad_norm: 1.1543 2020-07-24 14:12:10,751 - mmaction - INFO - Epoch [107][500/940] lr: 3.800e-01, eta: 1 day, 8:28:46, time: 0.650, data_time: 0.004, memory: 9569, top1_acc: 0.3127, top5_acc: 0.5482, loss_cls: 3.2190, loss: 3.2190, grad_norm: 1.1217 2020-07-24 14:12:23,492 - mmaction - INFO - Epoch [107][520/940] lr: 3.800e-01, eta: 1 day, 8:27:50, time: 0.637, data_time: 0.003, memory: 9569, top1_acc: 0.3102, top5_acc: 0.5578, loss_cls: 3.1821, loss: 3.1821, grad_norm: 1.1555 2020-07-24 14:12:37,277 - mmaction - INFO - Epoch [107][540/940] lr: 3.800e-01, eta: 1 day, 8:27:03, time: 0.688, data_time: 0.002, memory: 9569, top1_acc: 0.3086, top5_acc: 0.5447, loss_cls: 3.2403, loss: 3.2403, grad_norm: 1.1478 2020-07-24 14:12:50,788 - mmaction - INFO - Epoch [107][560/940] lr: 3.800e-01, eta: 1 day, 8:26:15, time: 0.677, data_time: 0.003, memory: 9569, top1_acc: 0.3029, top5_acc: 0.5602, loss_cls: 3.2134, loss: 3.2134, grad_norm: 1.1302 2020-07-24 14:13:04,118 - mmaction - INFO - Epoch [107][580/940] lr: 3.800e-01, eta: 1 day, 8:25:25, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.2990, top5_acc: 0.5510, loss_cls: 3.2198, loss: 3.2198, grad_norm: 1.1615 2020-07-24 14:13:18,257 - mmaction - INFO - Epoch [107][600/940] lr: 3.800e-01, eta: 1 day, 8:24:43, time: 0.707, data_time: 0.001, memory: 9569, top1_acc: 0.3176, top5_acc: 0.5633, loss_cls: 3.1544, loss: 3.1544, grad_norm: 1.1162 2020-07-24 14:13:31,045 - mmaction - INFO - Epoch [107][620/940] lr: 3.800e-01, eta: 1 day, 8:23:47, time: 0.638, data_time: 0.001, memory: 9569, top1_acc: 0.3023, top5_acc: 0.5617, loss_cls: 3.2076, loss: 3.2076, grad_norm: 1.1521 2020-07-24 14:13:44,540 - mmaction - INFO - Epoch [107][640/940] lr: 3.800e-01, eta: 1 day, 8:22:59, time: 0.675, data_time: 0.003, memory: 9569, top1_acc: 0.3041, top5_acc: 0.5547, loss_cls: 3.1973, loss: 3.1973, grad_norm: 1.1561 2020-07-24 14:13:58,058 - mmaction - INFO - Epoch [107][660/940] lr: 3.800e-01, eta: 1 day, 8:22:10, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3031, top5_acc: 0.5693, loss_cls: 3.1903, loss: 3.1903, grad_norm: 1.1610 2020-07-24 14:14:12,162 - mmaction - INFO - Epoch [107][680/940] lr: 3.800e-01, eta: 1 day, 8:21:29, time: 0.706, data_time: 0.003, memory: 9569, top1_acc: 0.3092, top5_acc: 0.5643, loss_cls: 3.1978, loss: 3.1978, grad_norm: 1.1655 2020-07-24 14:14:25,075 - mmaction - INFO - Epoch [107][700/940] lr: 3.800e-01, eta: 1 day, 8:20:35, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3006, top5_acc: 0.5549, loss_cls: 3.2431, loss: 3.2431, grad_norm: 1.1396 2020-07-24 14:14:39,148 - mmaction - INFO - Epoch [107][720/940] lr: 3.800e-01, eta: 1 day, 8:19:52, time: 0.704, data_time: 0.002, memory: 9569, top1_acc: 0.3094, top5_acc: 0.5609, loss_cls: 3.2016, loss: 3.2016, grad_norm: 1.1510 2020-07-24 14:14:52,819 - mmaction - INFO - Epoch [107][740/940] lr: 3.800e-01, eta: 1 day, 8:19:06, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.2984, top5_acc: 0.5521, loss_cls: 3.2339, loss: 3.2339, grad_norm: 1.1540 2020-07-24 14:15:06,166 - mmaction - INFO - Epoch [107][760/940] lr: 3.800e-01, eta: 1 day, 8:18:17, time: 0.667, data_time: 0.003, memory: 9569, top1_acc: 0.3080, top5_acc: 0.5633, loss_cls: 3.2160, loss: 3.2160, grad_norm: 1.1268 2020-07-24 14:15:20,401 - mmaction - INFO - Epoch [107][780/940] lr: 3.800e-01, eta: 1 day, 8:17:37, time: 0.712, data_time: 0.002, memory: 9569, top1_acc: 0.3070, top5_acc: 0.5549, loss_cls: 3.2213, loss: 3.2213, grad_norm: 1.1416 2020-07-24 14:15:33,745 - mmaction - INFO - Epoch [107][800/940] lr: 3.800e-01, eta: 1 day, 8:16:48, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3049, top5_acc: 0.5516, loss_cls: 3.2248, loss: 3.2248, grad_norm: 1.1423 2020-07-24 14:15:47,390 - mmaction - INFO - Epoch [107][820/940] lr: 3.800e-01, eta: 1 day, 8:16:02, time: 0.682, data_time: 0.002, memory: 9569, top1_acc: 0.3018, top5_acc: 0.5563, loss_cls: 3.2453, loss: 3.2453, grad_norm: 1.1445 2020-07-24 14:16:00,107 - mmaction - INFO - Epoch [107][840/940] lr: 3.800e-01, eta: 1 day, 8:15:07, time: 0.636, data_time: 0.002, memory: 9569, top1_acc: 0.3016, top5_acc: 0.5521, loss_cls: 3.2284, loss: 3.2284, grad_norm: 1.1320 2020-07-24 14:16:12,817 - mmaction - INFO - Epoch [107][860/940] lr: 3.800e-01, eta: 1 day, 8:14:11, time: 0.635, data_time: 0.002, memory: 9569, top1_acc: 0.3010, top5_acc: 0.5545, loss_cls: 3.1828, loss: 3.1828, grad_norm: 1.1404 2020-07-24 14:16:26,385 - mmaction - INFO - Epoch [107][880/940] lr: 3.800e-01, eta: 1 day, 8:13:25, time: 0.678, data_time: 0.003, memory: 9569, top1_acc: 0.2885, top5_acc: 0.5455, loss_cls: 3.2771, loss: 3.2771, grad_norm: 1.1405 2020-07-24 14:16:39,890 - mmaction - INFO - Epoch [107][900/940] lr: 3.800e-01, eta: 1 day, 8:12:38, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3035, top5_acc: 0.5553, loss_cls: 3.2013, loss: 3.2013, grad_norm: 1.1259 2020-07-24 14:16:53,367 - mmaction - INFO - Epoch [107][920/940] lr: 3.800e-01, eta: 1 day, 8:11:51, time: 0.673, data_time: 0.003, memory: 9569, top1_acc: 0.3053, top5_acc: 0.5521, loss_cls: 3.2294, loss: 3.2294, grad_norm: 1.1398 2020-07-24 14:17:05,540 - mmaction - INFO - Epoch [107][940/940] lr: 3.800e-01, eta: 1 day, 8:10:51, time: 0.610, data_time: 0.003, memory: 9569, top1_acc: 0.2967, top5_acc: 0.5566, loss_cls: 3.2178, loss: 3.2178, grad_norm: 1.1263 2020-07-24 14:19:25,827 - mmaction - INFO - Epoch [108][20/940] lr: 3.765e-01, eta: 1 day, 8:30:08, time: 6.744, data_time: 5.959, memory: 9569, top1_acc: 0.3078, top5_acc: 0.5590, loss_cls: 3.1747, loss: 3.1747, grad_norm: 1.1643 2020-07-24 14:19:39,856 - mmaction - INFO - Epoch [108][40/940] lr: 3.765e-01, eta: 1 day, 8:29:24, time: 0.699, data_time: 0.002, memory: 9569, top1_acc: 0.3063, top5_acc: 0.5527, loss_cls: 3.1953, loss: 3.1953, grad_norm: 1.1508 2020-07-24 14:19:52,611 - mmaction - INFO - Epoch [108][60/940] lr: 3.765e-01, eta: 1 day, 8:28:29, time: 0.639, data_time: 0.003, memory: 9569, top1_acc: 0.3158, top5_acc: 0.5674, loss_cls: 3.1544, loss: 3.1544, grad_norm: 1.1478 2020-07-24 14:20:06,297 - mmaction - INFO - Epoch [108][80/940] lr: 3.765e-01, eta: 1 day, 8:27:42, time: 0.684, data_time: 0.002, memory: 9569, top1_acc: 0.3117, top5_acc: 0.5691, loss_cls: 3.1564, loss: 3.1564, grad_norm: 1.1573 2020-07-24 14:20:19,839 - mmaction - INFO - Epoch [108][100/940] lr: 3.765e-01, eta: 1 day, 8:26:55, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.3143, top5_acc: 0.5650, loss_cls: 3.1943, loss: 3.1943, grad_norm: 1.1438 2020-07-24 14:20:32,702 - mmaction - INFO - Epoch [108][120/940] lr: 3.765e-01, eta: 1 day, 8:26:00, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.3053, top5_acc: 0.5549, loss_cls: 3.1816, loss: 3.1816, grad_norm: 1.1466 2020-07-24 14:20:45,538 - mmaction - INFO - Epoch [108][140/940] lr: 3.765e-01, eta: 1 day, 8:25:06, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3092, top5_acc: 0.5738, loss_cls: 3.1485, loss: 3.1485, grad_norm: 1.1616 2020-07-24 14:20:59,148 - mmaction - INFO - Epoch [108][160/940] lr: 3.765e-01, eta: 1 day, 8:24:19, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.3141, top5_acc: 0.5646, loss_cls: 3.1787, loss: 3.1787, grad_norm: 1.1573 2020-07-24 14:21:11,854 - mmaction - INFO - Epoch [108][180/940] lr: 3.765e-01, eta: 1 day, 8:23:24, time: 0.636, data_time: 0.002, memory: 9569, top1_acc: 0.3092, top5_acc: 0.5607, loss_cls: 3.1649, loss: 3.1649, grad_norm: 1.1448 2020-07-24 14:21:25,582 - mmaction - INFO - Epoch [108][200/940] lr: 3.765e-01, eta: 1 day, 8:22:38, time: 0.686, data_time: 0.001, memory: 9569, top1_acc: 0.3047, top5_acc: 0.5512, loss_cls: 3.1995, loss: 3.1995, grad_norm: 1.1567 2020-07-24 14:21:38,559 - mmaction - INFO - Epoch [108][220/940] lr: 3.765e-01, eta: 1 day, 8:21:45, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.3090, top5_acc: 0.5586, loss_cls: 3.1785, loss: 3.1785, grad_norm: 1.1811 2020-07-24 14:21:51,369 - mmaction - INFO - Epoch [108][240/940] lr: 3.765e-01, eta: 1 day, 8:20:51, time: 0.642, data_time: 0.003, memory: 9569, top1_acc: 0.3045, top5_acc: 0.5574, loss_cls: 3.2047, loss: 3.2047, grad_norm: 1.1624 2020-07-24 14:22:05,116 - mmaction - INFO - Epoch [108][260/940] lr: 3.765e-01, eta: 1 day, 8:20:06, time: 0.687, data_time: 0.002, memory: 9569, top1_acc: 0.3113, top5_acc: 0.5639, loss_cls: 3.1875, loss: 3.1875, grad_norm: 1.1441 2020-07-24 14:22:18,573 - mmaction - INFO - Epoch [108][280/940] lr: 3.765e-01, eta: 1 day, 8:19:18, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3094, top5_acc: 0.5600, loss_cls: 3.2020, loss: 3.2020, grad_norm: 1.1717 2020-07-24 14:22:31,421 - mmaction - INFO - Epoch [108][300/940] lr: 3.765e-01, eta: 1 day, 8:18:25, time: 0.644, data_time: 0.005, memory: 9569, top1_acc: 0.3135, top5_acc: 0.5574, loss_cls: 3.2028, loss: 3.2028, grad_norm: 1.1281 2020-07-24 14:22:45,517 - mmaction - INFO - Epoch [108][320/940] lr: 3.765e-01, eta: 1 day, 8:17:43, time: 0.704, data_time: 0.001, memory: 9569, top1_acc: 0.3053, top5_acc: 0.5631, loss_cls: 3.1997, loss: 3.1997, grad_norm: 1.1356 2020-07-24 14:22:59,016 - mmaction - INFO - Epoch [108][340/940] lr: 3.765e-01, eta: 1 day, 8:16:56, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3172, top5_acc: 0.5721, loss_cls: 3.1249, loss: 3.1249, grad_norm: 1.1265 2020-07-24 14:23:12,581 - mmaction - INFO - Epoch [108][360/940] lr: 3.765e-01, eta: 1 day, 8:16:10, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3080, top5_acc: 0.5504, loss_cls: 3.1988, loss: 3.1988, grad_norm: 1.1501 2020-07-24 14:23:26,467 - mmaction - INFO - Epoch [108][380/940] lr: 3.765e-01, eta: 1 day, 8:15:27, time: 0.696, data_time: 0.003, memory: 9569, top1_acc: 0.3061, top5_acc: 0.5518, loss_cls: 3.2391, loss: 3.2391, grad_norm: 1.1622 2020-07-24 14:23:39,291 - mmaction - INFO - Epoch [108][400/940] lr: 3.765e-01, eta: 1 day, 8:14:34, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.3076, top5_acc: 0.5584, loss_cls: 3.1883, loss: 3.1883, grad_norm: 1.1563 2020-07-24 14:23:53,082 - mmaction - INFO - Epoch [108][420/940] lr: 3.765e-01, eta: 1 day, 8:13:50, time: 0.690, data_time: 0.002, memory: 9569, top1_acc: 0.3133, top5_acc: 0.5664, loss_cls: 3.1963, loss: 3.1963, grad_norm: 1.1542 2020-07-24 14:24:06,522 - mmaction - INFO - Epoch [108][440/940] lr: 3.765e-01, eta: 1 day, 8:13:03, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3172, top5_acc: 0.5631, loss_cls: 3.1694, loss: 3.1694, grad_norm: 1.1638 2020-07-24 14:24:20,078 - mmaction - INFO - Epoch [108][460/940] lr: 3.765e-01, eta: 1 day, 8:12:17, time: 0.679, data_time: 0.003, memory: 9569, top1_acc: 0.3057, top5_acc: 0.5570, loss_cls: 3.2009, loss: 3.2009, grad_norm: 1.1426 2020-07-24 14:24:32,969 - mmaction - INFO - Epoch [108][480/940] lr: 3.765e-01, eta: 1 day, 8:11:25, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3127, top5_acc: 0.5592, loss_cls: 3.2023, loss: 3.2023, grad_norm: 1.1552 2020-07-24 14:24:46,967 - mmaction - INFO - Epoch [108][500/940] lr: 3.765e-01, eta: 1 day, 8:10:43, time: 0.699, data_time: 0.002, memory: 9569, top1_acc: 0.3012, top5_acc: 0.5467, loss_cls: 3.2747, loss: 3.2747, grad_norm: 1.1621 2020-07-24 14:25:00,553 - mmaction - INFO - Epoch [108][520/940] lr: 3.765e-01, eta: 1 day, 8:09:57, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3064, top5_acc: 0.5510, loss_cls: 3.2180, loss: 3.2180, grad_norm: 1.1468 2020-07-24 14:25:13,363 - mmaction - INFO - Epoch [108][540/940] lr: 3.765e-01, eta: 1 day, 8:09:05, time: 0.641, data_time: 0.003, memory: 9569, top1_acc: 0.3064, top5_acc: 0.5607, loss_cls: 3.1919, loss: 3.1919, grad_norm: 1.1680 2020-07-24 14:25:26,827 - mmaction - INFO - Epoch [108][560/940] lr: 3.765e-01, eta: 1 day, 8:08:18, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.2943, top5_acc: 0.5529, loss_cls: 3.2413, loss: 3.2413, grad_norm: 1.1624 2020-07-24 14:25:40,352 - mmaction - INFO - Epoch [108][580/940] lr: 3.765e-01, eta: 1 day, 8:07:33, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3076, top5_acc: 0.5725, loss_cls: 3.1480, loss: 3.1480, grad_norm: 1.1451 2020-07-24 14:25:53,802 - mmaction - INFO - Epoch [108][600/940] lr: 3.765e-01, eta: 1 day, 8:06:47, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3039, top5_acc: 0.5422, loss_cls: 3.2429, loss: 3.2429, grad_norm: 1.1600 2020-07-24 14:26:07,205 - mmaction - INFO - Epoch [108][620/940] lr: 3.765e-01, eta: 1 day, 8:06:00, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3020, top5_acc: 0.5551, loss_cls: 3.2170, loss: 3.2170, grad_norm: 1.1364 2020-07-24 14:26:21,479 - mmaction - INFO - Epoch [108][640/940] lr: 3.765e-01, eta: 1 day, 8:05:22, time: 0.713, data_time: 0.002, memory: 9569, top1_acc: 0.3250, top5_acc: 0.5736, loss_cls: 3.1390, loss: 3.1390, grad_norm: 1.1507 2020-07-24 14:26:34,310 - mmaction - INFO - Epoch [108][660/940] lr: 3.765e-01, eta: 1 day, 8:04:30, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3055, top5_acc: 0.5566, loss_cls: 3.2080, loss: 3.2080, grad_norm: 1.1393 2020-07-24 14:26:48,158 - mmaction - INFO - Epoch [108][680/940] lr: 3.765e-01, eta: 1 day, 8:03:47, time: 0.692, data_time: 0.002, memory: 9569, top1_acc: 0.3096, top5_acc: 0.5596, loss_cls: 3.1926, loss: 3.1926, grad_norm: 1.1153 2020-07-24 14:27:01,161 - mmaction - INFO - Epoch [108][700/940] lr: 3.765e-01, eta: 1 day, 8:02:57, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3195, top5_acc: 0.5676, loss_cls: 3.1524, loss: 3.1524, grad_norm: 1.1217 2020-07-24 14:27:13,991 - mmaction - INFO - Epoch [108][720/940] lr: 3.765e-01, eta: 1 day, 8:02:06, time: 0.642, data_time: 0.003, memory: 9569, top1_acc: 0.3125, top5_acc: 0.5570, loss_cls: 3.1946, loss: 3.1946, grad_norm: 1.1390 2020-07-24 14:27:28,019 - mmaction - INFO - Epoch [108][740/940] lr: 3.765e-01, eta: 1 day, 8:01:26, time: 0.702, data_time: 0.002, memory: 9569, top1_acc: 0.3049, top5_acc: 0.5545, loss_cls: 3.2193, loss: 3.2193, grad_norm: 1.1593 2020-07-24 14:27:43,557 - mmaction - INFO - Epoch [108][760/940] lr: 3.765e-01, eta: 1 day, 8:00:59, time: 0.775, data_time: 0.002, memory: 9569, top1_acc: 0.3146, top5_acc: 0.5645, loss_cls: 3.1579, loss: 3.1579, grad_norm: 1.1502 2020-07-24 14:27:56,723 - mmaction - INFO - Epoch [108][780/940] lr: 3.765e-01, eta: 1 day, 8:00:11, time: 0.659, data_time: 0.004, memory: 9569, top1_acc: 0.3191, top5_acc: 0.5643, loss_cls: 3.1545, loss: 3.1545, grad_norm: 1.1340 2020-07-24 14:28:10,268 - mmaction - INFO - Epoch [108][800/940] lr: 3.765e-01, eta: 1 day, 7:59:27, time: 0.678, data_time: 0.003, memory: 9569, top1_acc: 0.2891, top5_acc: 0.5506, loss_cls: 3.2759, loss: 3.2759, grad_norm: 1.1740 2020-07-24 14:28:24,604 - mmaction - INFO - Epoch [108][820/940] lr: 3.765e-01, eta: 1 day, 7:58:50, time: 0.717, data_time: 0.003, memory: 9569, top1_acc: 0.3098, top5_acc: 0.5682, loss_cls: 3.1639, loss: 3.1639, grad_norm: 1.1474 2020-07-24 14:28:37,872 - mmaction - INFO - Epoch [108][840/940] lr: 3.765e-01, eta: 1 day, 7:58:02, time: 0.663, data_time: 0.003, memory: 9569, top1_acc: 0.2973, top5_acc: 0.5514, loss_cls: 3.2601, loss: 3.2601, grad_norm: 1.1500 2020-07-24 14:28:51,143 - mmaction - INFO - Epoch [108][860/940] lr: 3.765e-01, eta: 1 day, 7:57:16, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3043, top5_acc: 0.5563, loss_cls: 3.2224, loss: 3.2224, grad_norm: 1.1500 2020-07-24 14:29:04,639 - mmaction - INFO - Epoch [108][880/940] lr: 3.765e-01, eta: 1 day, 7:56:31, time: 0.675, data_time: 0.001, memory: 9569, top1_acc: 0.3105, top5_acc: 0.5600, loss_cls: 3.1690, loss: 3.1690, grad_norm: 1.1520 2020-07-24 14:29:17,569 - mmaction - INFO - Epoch [108][900/940] lr: 3.765e-01, eta: 1 day, 7:55:41, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3041, top5_acc: 0.5543, loss_cls: 3.2031, loss: 3.2031, grad_norm: 1.1546 2020-07-24 14:29:31,457 - mmaction - INFO - Epoch [108][920/940] lr: 3.765e-01, eta: 1 day, 7:55:00, time: 0.693, data_time: 0.002, memory: 9569, top1_acc: 0.3074, top5_acc: 0.5561, loss_cls: 3.2108, loss: 3.2108, grad_norm: 1.1490 2020-07-24 14:29:43,684 - mmaction - INFO - Epoch [108][940/940] lr: 3.765e-01, eta: 1 day, 7:54:04, time: 0.613, data_time: 0.003, memory: 9569, top1_acc: 0.2963, top5_acc: 0.5495, loss_cls: 3.2296, loss: 3.2296, grad_norm: 1.1502 2020-07-24 14:29:52,246 - mmaction - INFO - Saving checkpoint at 108 epochs 2020-07-24 14:32:05,667 - mmaction - INFO - Epoch [109][20/940] lr: 3.729e-01, eta: 1 day, 8:11:34, time: 6.597, data_time: 5.790, memory: 9569, top1_acc: 0.3068, top5_acc: 0.5594, loss_cls: 3.1918, loss: 3.1918, grad_norm: 1.1533 2020-07-24 14:32:18,911 - mmaction - INFO - Epoch [109][40/940] lr: 3.729e-01, eta: 1 day, 8:10:46, time: 0.663, data_time: 0.003, memory: 9569, top1_acc: 0.3121, top5_acc: 0.5648, loss_cls: 3.1570, loss: 3.1570, grad_norm: 1.1551 2020-07-24 14:32:32,281 - mmaction - INFO - Epoch [109][60/940] lr: 3.729e-01, eta: 1 day, 8:09:59, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3193, top5_acc: 0.5715, loss_cls: 3.1263, loss: 3.1263, grad_norm: 1.1458 2020-07-24 14:32:46,067 - mmaction - INFO - Epoch [109][80/940] lr: 3.729e-01, eta: 1 day, 8:09:16, time: 0.690, data_time: 0.001, memory: 9569, top1_acc: 0.3094, top5_acc: 0.5580, loss_cls: 3.2094, loss: 3.2094, grad_norm: 1.1500 2020-07-24 14:32:59,372 - mmaction - INFO - Epoch [109][100/940] lr: 3.729e-01, eta: 1 day, 8:08:28, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.3139, top5_acc: 0.5740, loss_cls: 3.1672, loss: 3.1672, grad_norm: 1.1490 2020-07-24 14:33:12,324 - mmaction - INFO - Epoch [109][120/940] lr: 3.729e-01, eta: 1 day, 8:07:38, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.3223, top5_acc: 0.5689, loss_cls: 3.1240, loss: 3.1240, grad_norm: 1.1554 2020-07-24 14:33:26,357 - mmaction - INFO - Epoch [109][140/940] lr: 3.729e-01, eta: 1 day, 8:06:57, time: 0.702, data_time: 0.002, memory: 9569, top1_acc: 0.3133, top5_acc: 0.5627, loss_cls: 3.1587, loss: 3.1587, grad_norm: 1.1769 2020-07-24 14:33:39,718 - mmaction - INFO - Epoch [109][160/940] lr: 3.729e-01, eta: 1 day, 8:06:10, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3078, top5_acc: 0.5537, loss_cls: 3.2184, loss: 3.2184, grad_norm: 1.1627 2020-07-24 14:33:53,129 - mmaction - INFO - Epoch [109][180/940] lr: 3.729e-01, eta: 1 day, 8:05:24, time: 0.671, data_time: 0.003, memory: 9569, top1_acc: 0.3121, top5_acc: 0.5576, loss_cls: 3.1901, loss: 3.1901, grad_norm: 1.1378 2020-07-24 14:34:06,694 - mmaction - INFO - Epoch [109][200/940] lr: 3.729e-01, eta: 1 day, 8:04:40, time: 0.678, data_time: 0.003, memory: 9569, top1_acc: 0.3197, top5_acc: 0.5705, loss_cls: 3.1381, loss: 3.1381, grad_norm: 1.1508 2020-07-24 14:34:19,764 - mmaction - INFO - Epoch [109][220/940] lr: 3.729e-01, eta: 1 day, 8:03:51, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3145, top5_acc: 0.5656, loss_cls: 3.1552, loss: 3.1552, grad_norm: 1.1721 2020-07-24 14:34:32,634 - mmaction - INFO - Epoch [109][240/940] lr: 3.729e-01, eta: 1 day, 8:03:00, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3115, top5_acc: 0.5715, loss_cls: 3.1742, loss: 3.1742, grad_norm: 1.1465 2020-07-24 14:34:46,241 - mmaction - INFO - Epoch [109][260/940] lr: 3.729e-01, eta: 1 day, 8:02:16, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.3041, top5_acc: 0.5590, loss_cls: 3.2041, loss: 3.2041, grad_norm: 1.1719 2020-07-24 14:34:59,097 - mmaction - INFO - Epoch [109][280/940] lr: 3.729e-01, eta: 1 day, 8:01:26, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3111, top5_acc: 0.5555, loss_cls: 3.1954, loss: 3.1954, grad_norm: 1.1769 2020-07-24 14:35:12,290 - mmaction - INFO - Epoch [109][300/940] lr: 3.729e-01, eta: 1 day, 8:00:38, time: 0.659, data_time: 0.002, memory: 9569, top1_acc: 0.3115, top5_acc: 0.5643, loss_cls: 3.1795, loss: 3.1795, grad_norm: 1.1425 2020-07-24 14:35:25,698 - mmaction - INFO - Epoch [109][320/940] lr: 3.729e-01, eta: 1 day, 7:59:53, time: 0.671, data_time: 0.003, memory: 9569, top1_acc: 0.3084, top5_acc: 0.5654, loss_cls: 3.1372, loss: 3.1372, grad_norm: 1.1587 2020-07-24 14:35:39,646 - mmaction - INFO - Epoch [109][340/940] lr: 3.729e-01, eta: 1 day, 7:59:12, time: 0.697, data_time: 0.002, memory: 9569, top1_acc: 0.3049, top5_acc: 0.5697, loss_cls: 3.1761, loss: 3.1761, grad_norm: 1.1597 2020-07-24 14:35:53,087 - mmaction - INFO - Epoch [109][360/940] lr: 3.729e-01, eta: 1 day, 7:58:27, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3043, top5_acc: 0.5662, loss_cls: 3.1891, loss: 3.1891, grad_norm: 1.1738 2020-07-24 14:36:06,598 - mmaction - INFO - Epoch [109][380/940] lr: 3.729e-01, eta: 1 day, 7:57:43, time: 0.676, data_time: 0.003, memory: 9569, top1_acc: 0.2990, top5_acc: 0.5547, loss_cls: 3.2319, loss: 3.2319, grad_norm: 1.1651 2020-07-24 14:36:20,106 - mmaction - INFO - Epoch [109][400/940] lr: 3.729e-01, eta: 1 day, 7:56:58, time: 0.675, data_time: 0.003, memory: 9569, top1_acc: 0.3059, top5_acc: 0.5553, loss_cls: 3.2187, loss: 3.2187, grad_norm: 1.1441 2020-07-24 14:36:33,715 - mmaction - INFO - Epoch [109][420/940] lr: 3.729e-01, eta: 1 day, 7:56:15, time: 0.681, data_time: 0.004, memory: 9569, top1_acc: 0.3027, top5_acc: 0.5498, loss_cls: 3.2327, loss: 3.2327, grad_norm: 1.1492 2020-07-24 14:36:47,393 - mmaction - INFO - Epoch [109][440/940] lr: 3.729e-01, eta: 1 day, 7:55:33, time: 0.684, data_time: 0.002, memory: 9569, top1_acc: 0.3098, top5_acc: 0.5660, loss_cls: 3.1800, loss: 3.1800, grad_norm: 1.1272 2020-07-24 14:37:00,222 - mmaction - INFO - Epoch [109][460/940] lr: 3.729e-01, eta: 1 day, 7:54:43, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3027, top5_acc: 0.5656, loss_cls: 3.1968, loss: 3.1968, grad_norm: 1.1809 2020-07-24 14:37:13,003 - mmaction - INFO - Epoch [109][480/940] lr: 3.729e-01, eta: 1 day, 7:53:52, time: 0.639, data_time: 0.002, memory: 9569, top1_acc: 0.2949, top5_acc: 0.5563, loss_cls: 3.2351, loss: 3.2351, grad_norm: 1.1395 2020-07-24 14:37:26,504 - mmaction - INFO - Epoch [109][500/940] lr: 3.729e-01, eta: 1 day, 7:53:08, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3082, top5_acc: 0.5607, loss_cls: 3.1743, loss: 3.1743, grad_norm: 1.1520 2020-07-24 14:37:40,018 - mmaction - INFO - Epoch [109][520/940] lr: 3.729e-01, eta: 1 day, 7:52:25, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3094, top5_acc: 0.5596, loss_cls: 3.1868, loss: 3.1868, grad_norm: 1.1698 2020-07-24 14:37:53,508 - mmaction - INFO - Epoch [109][540/940] lr: 3.729e-01, eta: 1 day, 7:51:41, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3072, top5_acc: 0.5512, loss_cls: 3.2148, loss: 3.2148, grad_norm: 1.1561 2020-07-24 14:38:07,177 - mmaction - INFO - Epoch [109][560/940] lr: 3.729e-01, eta: 1 day, 7:50:59, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.3145, top5_acc: 0.5615, loss_cls: 3.1721, loss: 3.1721, grad_norm: 1.1230 2020-07-24 14:38:20,427 - mmaction - INFO - Epoch [109][580/940] lr: 3.729e-01, eta: 1 day, 7:50:12, time: 0.659, data_time: 0.002, memory: 9569, top1_acc: 0.3057, top5_acc: 0.5539, loss_cls: 3.2257, loss: 3.2257, grad_norm: 1.1751 2020-07-24 14:38:33,237 - mmaction - INFO - Epoch [109][600/940] lr: 3.729e-01, eta: 1 day, 7:49:23, time: 0.644, data_time: 0.005, memory: 9569, top1_acc: 0.3176, top5_acc: 0.5680, loss_cls: 3.1521, loss: 3.1521, grad_norm: 1.1476 2020-07-24 14:38:46,850 - mmaction - INFO - Epoch [109][620/940] lr: 3.729e-01, eta: 1 day, 7:48:41, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.3051, top5_acc: 0.5586, loss_cls: 3.1982, loss: 3.1982, grad_norm: 1.1528 2020-07-24 14:39:00,709 - mmaction - INFO - Epoch [109][640/940] lr: 3.729e-01, eta: 1 day, 7:48:00, time: 0.692, data_time: 0.002, memory: 9569, top1_acc: 0.2910, top5_acc: 0.5566, loss_cls: 3.2608, loss: 3.2608, grad_norm: 1.1733 2020-07-24 14:39:13,566 - mmaction - INFO - Epoch [109][660/940] lr: 3.729e-01, eta: 1 day, 7:47:12, time: 0.644, data_time: 0.004, memory: 9569, top1_acc: 0.3076, top5_acc: 0.5588, loss_cls: 3.1963, loss: 3.1963, grad_norm: 1.1732 2020-07-24 14:39:27,225 - mmaction - INFO - Epoch [109][680/940] lr: 3.729e-01, eta: 1 day, 7:46:30, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.3104, top5_acc: 0.5570, loss_cls: 3.2237, loss: 3.2237, grad_norm: 1.1297 2020-07-24 14:39:40,142 - mmaction - INFO - Epoch [109][700/940] lr: 3.729e-01, eta: 1 day, 7:45:41, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3002, top5_acc: 0.5457, loss_cls: 3.2618, loss: 3.2618, grad_norm: 1.1416 2020-07-24 14:39:53,482 - mmaction - INFO - Epoch [109][720/940] lr: 3.729e-01, eta: 1 day, 7:44:57, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3187, top5_acc: 0.5641, loss_cls: 3.1426, loss: 3.1426, grad_norm: 1.1354 2020-07-24 14:40:06,253 - mmaction - INFO - Epoch [109][740/940] lr: 3.729e-01, eta: 1 day, 7:44:08, time: 0.639, data_time: 0.002, memory: 9569, top1_acc: 0.3055, top5_acc: 0.5627, loss_cls: 3.1864, loss: 3.1864, grad_norm: 1.1440 2020-07-24 14:40:20,246 - mmaction - INFO - Epoch [109][760/940] lr: 3.729e-01, eta: 1 day, 7:43:29, time: 0.699, data_time: 0.001, memory: 9569, top1_acc: 0.3139, top5_acc: 0.5605, loss_cls: 3.1842, loss: 3.1842, grad_norm: 1.1582 2020-07-24 14:40:33,748 - mmaction - INFO - Epoch [109][780/940] lr: 3.729e-01, eta: 1 day, 7:42:46, time: 0.676, data_time: 0.003, memory: 9569, top1_acc: 0.2984, top5_acc: 0.5525, loss_cls: 3.2212, loss: 3.2212, grad_norm: 1.1582 2020-07-24 14:40:47,773 - mmaction - INFO - Epoch [109][800/940] lr: 3.729e-01, eta: 1 day, 7:42:08, time: 0.701, data_time: 0.002, memory: 9569, top1_acc: 0.3043, top5_acc: 0.5525, loss_cls: 3.2010, loss: 3.2010, grad_norm: 1.1475 2020-07-24 14:41:01,711 - mmaction - INFO - Epoch [109][820/940] lr: 3.729e-01, eta: 1 day, 7:41:29, time: 0.696, data_time: 0.002, memory: 9569, top1_acc: 0.3238, top5_acc: 0.5705, loss_cls: 3.1541, loss: 3.1541, grad_norm: 1.1287 2020-07-24 14:41:14,499 - mmaction - INFO - Epoch [109][840/940] lr: 3.729e-01, eta: 1 day, 7:40:40, time: 0.639, data_time: 0.003, memory: 9569, top1_acc: 0.3158, top5_acc: 0.5594, loss_cls: 3.1748, loss: 3.1748, grad_norm: 1.1667 2020-07-24 14:41:28,545 - mmaction - INFO - Epoch [109][860/940] lr: 3.729e-01, eta: 1 day, 7:40:03, time: 0.703, data_time: 0.003, memory: 9569, top1_acc: 0.3162, top5_acc: 0.5736, loss_cls: 3.1393, loss: 3.1393, grad_norm: 1.1607 2020-07-24 14:41:41,998 - mmaction - INFO - Epoch [109][880/940] lr: 3.729e-01, eta: 1 day, 7:39:20, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3135, top5_acc: 0.5623, loss_cls: 3.1843, loss: 3.1843, grad_norm: 1.1466 2020-07-24 14:41:56,021 - mmaction - INFO - Epoch [109][900/940] lr: 3.729e-01, eta: 1 day, 7:38:42, time: 0.701, data_time: 0.002, memory: 9569, top1_acc: 0.3047, top5_acc: 0.5572, loss_cls: 3.2054, loss: 3.2054, grad_norm: 1.1587 2020-07-24 14:42:09,098 - mmaction - INFO - Epoch [109][920/940] lr: 3.729e-01, eta: 1 day, 7:37:56, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3012, top5_acc: 0.5633, loss_cls: 3.1926, loss: 3.1926, grad_norm: 1.1743 2020-07-24 14:42:21,493 - mmaction - INFO - Epoch [109][940/940] lr: 3.729e-01, eta: 1 day, 7:37:04, time: 0.621, data_time: 0.003, memory: 9569, top1_acc: 0.3022, top5_acc: 0.5475, loss_cls: 3.2687, loss: 3.2687, grad_norm: 1.1788 2020-07-24 14:44:40,660 - mmaction - INFO - Epoch [110][20/940] lr: 3.693e-01, eta: 1 day, 7:53:33, time: 6.646, data_time: 5.840, memory: 9569, top1_acc: 0.3115, top5_acc: 0.5689, loss_cls: 3.1869, loss: 3.1869, grad_norm: 1.1558 2020-07-24 14:44:53,358 - mmaction - INFO - Epoch [110][40/940] lr: 3.693e-01, eta: 1 day, 7:52:43, time: 0.636, data_time: 0.003, memory: 9569, top1_acc: 0.3016, top5_acc: 0.5586, loss_cls: 3.2075, loss: 3.2075, grad_norm: 1.1445 2020-07-24 14:45:07,416 - mmaction - INFO - Epoch [110][60/940] lr: 3.693e-01, eta: 1 day, 7:52:04, time: 0.703, data_time: 0.002, memory: 9569, top1_acc: 0.3189, top5_acc: 0.5672, loss_cls: 3.1445, loss: 3.1445, grad_norm: 1.1360 2020-07-24 14:45:20,842 - mmaction - INFO - Epoch [110][80/940] lr: 3.693e-01, eta: 1 day, 7:51:20, time: 0.672, data_time: 0.003, memory: 9569, top1_acc: 0.3232, top5_acc: 0.5797, loss_cls: 3.1274, loss: 3.1274, grad_norm: 1.1796 2020-07-24 14:45:34,474 - mmaction - INFO - Epoch [110][100/940] lr: 3.693e-01, eta: 1 day, 7:50:38, time: 0.681, data_time: 0.001, memory: 9569, top1_acc: 0.3027, top5_acc: 0.5621, loss_cls: 3.1876, loss: 3.1876, grad_norm: 1.1628 2020-07-24 14:45:47,347 - mmaction - INFO - Epoch [110][120/940] lr: 3.693e-01, eta: 1 day, 7:49:49, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3170, top5_acc: 0.5699, loss_cls: 3.1669, loss: 3.1669, grad_norm: 1.1760 2020-07-24 14:46:00,912 - mmaction - INFO - Epoch [110][140/940] lr: 3.693e-01, eta: 1 day, 7:49:07, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3084, top5_acc: 0.5592, loss_cls: 3.1997, loss: 3.1997, grad_norm: 1.1674 2020-07-24 14:46:14,766 - mmaction - INFO - Epoch [110][160/940] lr: 3.693e-01, eta: 1 day, 7:48:27, time: 0.694, data_time: 0.004, memory: 9569, top1_acc: 0.3137, top5_acc: 0.5670, loss_cls: 3.1577, loss: 3.1577, grad_norm: 1.1673 2020-07-24 14:46:28,108 - mmaction - INFO - Epoch [110][180/940] lr: 3.693e-01, eta: 1 day, 7:47:42, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3187, top5_acc: 0.5611, loss_cls: 3.1541, loss: 3.1541, grad_norm: 1.1486 2020-07-24 14:46:41,028 - mmaction - INFO - Epoch [110][200/940] lr: 3.693e-01, eta: 1 day, 7:46:55, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3031, top5_acc: 0.5527, loss_cls: 3.1940, loss: 3.1940, grad_norm: 1.1702 2020-07-24 14:46:54,593 - mmaction - INFO - Epoch [110][220/940] lr: 3.693e-01, eta: 1 day, 7:46:12, time: 0.678, data_time: 0.001, memory: 9569, top1_acc: 0.3203, top5_acc: 0.5703, loss_cls: 3.1311, loss: 3.1311, grad_norm: 1.1661 2020-07-24 14:47:07,753 - mmaction - INFO - Epoch [110][240/940] lr: 3.693e-01, eta: 1 day, 7:45:27, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.3100, top5_acc: 0.5594, loss_cls: 3.1943, loss: 3.1943, grad_norm: 1.1742 2020-07-24 14:47:20,639 - mmaction - INFO - Epoch [110][260/940] lr: 3.693e-01, eta: 1 day, 7:44:38, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.3158, top5_acc: 0.5641, loss_cls: 3.1328, loss: 3.1328, grad_norm: 1.1824 2020-07-24 14:47:34,723 - mmaction - INFO - Epoch [110][280/940] lr: 3.693e-01, eta: 1 day, 7:44:01, time: 0.707, data_time: 0.005, memory: 9569, top1_acc: 0.2980, top5_acc: 0.5494, loss_cls: 3.2557, loss: 3.2557, grad_norm: 1.1581 2020-07-24 14:47:47,548 - mmaction - INFO - Epoch [110][300/940] lr: 3.693e-01, eta: 1 day, 7:43:13, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3092, top5_acc: 0.5617, loss_cls: 3.1686, loss: 3.1686, grad_norm: 1.1669 2020-07-24 14:48:01,036 - mmaction - INFO - Epoch [110][320/940] lr: 3.693e-01, eta: 1 day, 7:42:30, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3041, top5_acc: 0.5533, loss_cls: 3.1964, loss: 3.1964, grad_norm: 1.1657 2020-07-24 14:48:14,446 - mmaction - INFO - Epoch [110][340/940] lr: 3.693e-01, eta: 1 day, 7:41:47, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3127, top5_acc: 0.5523, loss_cls: 3.2061, loss: 3.2061, grad_norm: 1.1483 2020-07-24 14:48:27,253 - mmaction - INFO - Epoch [110][360/940] lr: 3.693e-01, eta: 1 day, 7:40:59, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.2916, top5_acc: 0.5506, loss_cls: 3.2658, loss: 3.2658, grad_norm: 1.1625 2020-07-24 14:48:40,260 - mmaction - INFO - Epoch [110][380/940] lr: 3.693e-01, eta: 1 day, 7:40:12, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3115, top5_acc: 0.5564, loss_cls: 3.2140, loss: 3.2140, grad_norm: 1.1672 2020-07-24 14:48:53,758 - mmaction - INFO - Epoch [110][400/940] lr: 3.693e-01, eta: 1 day, 7:39:30, time: 0.676, data_time: 0.003, memory: 9569, top1_acc: 0.3117, top5_acc: 0.5596, loss_cls: 3.2023, loss: 3.2023, grad_norm: 1.1639 2020-07-24 14:49:07,197 - mmaction - INFO - Epoch [110][420/940] lr: 3.693e-01, eta: 1 day, 7:38:48, time: 0.672, data_time: 0.001, memory: 9569, top1_acc: 0.3129, top5_acc: 0.5584, loss_cls: 3.2033, loss: 3.2033, grad_norm: 1.1505 2020-07-24 14:49:20,299 - mmaction - INFO - Epoch [110][440/940] lr: 3.693e-01, eta: 1 day, 7:38:02, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.2996, top5_acc: 0.5494, loss_cls: 3.2205, loss: 3.2205, grad_norm: 1.1785 2020-07-24 14:49:33,152 - mmaction - INFO - Epoch [110][460/940] lr: 3.693e-01, eta: 1 day, 7:37:15, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3043, top5_acc: 0.5547, loss_cls: 3.2156, loss: 3.2156, grad_norm: 1.1535 2020-07-24 14:49:46,562 - mmaction - INFO - Epoch [110][480/940] lr: 3.693e-01, eta: 1 day, 7:36:32, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.3027, top5_acc: 0.5594, loss_cls: 3.2160, loss: 3.2160, grad_norm: 1.1610 2020-07-24 14:49:59,975 - mmaction - INFO - Epoch [110][500/940] lr: 3.693e-01, eta: 1 day, 7:35:50, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3219, top5_acc: 0.5654, loss_cls: 3.1616, loss: 3.1616, grad_norm: 1.1318 2020-07-24 14:50:13,404 - mmaction - INFO - Epoch [110][520/940] lr: 3.693e-01, eta: 1 day, 7:35:07, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3096, top5_acc: 0.5715, loss_cls: 3.1567, loss: 3.1567, grad_norm: 1.1644 2020-07-24 14:50:26,317 - mmaction - INFO - Epoch [110][540/940] lr: 3.693e-01, eta: 1 day, 7:34:21, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3129, top5_acc: 0.5623, loss_cls: 3.1830, loss: 3.1830, grad_norm: 1.1618 2020-07-24 14:50:39,104 - mmaction - INFO - Epoch [110][560/940] lr: 3.693e-01, eta: 1 day, 7:33:33, time: 0.639, data_time: 0.002, memory: 9569, top1_acc: 0.2979, top5_acc: 0.5541, loss_cls: 3.2440, loss: 3.2440, grad_norm: 1.1551 2020-07-24 14:50:53,164 - mmaction - INFO - Epoch [110][580/940] lr: 3.693e-01, eta: 1 day, 7:32:56, time: 0.703, data_time: 0.002, memory: 9569, top1_acc: 0.3078, top5_acc: 0.5629, loss_cls: 3.1790, loss: 3.1790, grad_norm: 1.1581 2020-07-24 14:51:05,933 - mmaction - INFO - Epoch [110][600/940] lr: 3.693e-01, eta: 1 day, 7:32:09, time: 0.638, data_time: 0.002, memory: 9569, top1_acc: 0.3090, top5_acc: 0.5621, loss_cls: 3.1855, loss: 3.1855, grad_norm: 1.1706 2020-07-24 14:51:19,388 - mmaction - INFO - Epoch [110][620/940] lr: 3.693e-01, eta: 1 day, 7:31:27, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3070, top5_acc: 0.5643, loss_cls: 3.1464, loss: 3.1464, grad_norm: 1.1616 2020-07-24 14:51:32,803 - mmaction - INFO - Epoch [110][640/940] lr: 3.693e-01, eta: 1 day, 7:30:45, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3129, top5_acc: 0.5611, loss_cls: 3.1644, loss: 3.1644, grad_norm: 1.1670 2020-07-24 14:51:46,426 - mmaction - INFO - Epoch [110][660/940] lr: 3.693e-01, eta: 1 day, 7:30:05, time: 0.681, data_time: 0.003, memory: 9569, top1_acc: 0.3086, top5_acc: 0.5484, loss_cls: 3.2034, loss: 3.2034, grad_norm: 1.1566 2020-07-24 14:51:59,864 - mmaction - INFO - Epoch [110][680/940] lr: 3.693e-01, eta: 1 day, 7:29:23, time: 0.672, data_time: 0.003, memory: 9569, top1_acc: 0.2971, top5_acc: 0.5563, loss_cls: 3.2096, loss: 3.2096, grad_norm: 1.1666 2020-07-24 14:52:13,565 - mmaction - INFO - Epoch [110][700/940] lr: 3.693e-01, eta: 1 day, 7:28:44, time: 0.686, data_time: 0.002, memory: 9569, top1_acc: 0.3152, top5_acc: 0.5652, loss_cls: 3.1533, loss: 3.1533, grad_norm: 1.1336 2020-07-24 14:52:26,437 - mmaction - INFO - Epoch [110][720/940] lr: 3.693e-01, eta: 1 day, 7:27:57, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3031, top5_acc: 0.5613, loss_cls: 3.1956, loss: 3.1956, grad_norm: 1.1433 2020-07-24 14:52:39,940 - mmaction - INFO - Epoch [110][740/940] lr: 3.693e-01, eta: 1 day, 7:27:16, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3129, top5_acc: 0.5646, loss_cls: 3.1430, loss: 3.1430, grad_norm: 1.1411 2020-07-24 14:52:53,434 - mmaction - INFO - Epoch [110][760/940] lr: 3.693e-01, eta: 1 day, 7:26:35, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3127, top5_acc: 0.5682, loss_cls: 3.1685, loss: 3.1685, grad_norm: 1.1736 2020-07-24 14:53:06,696 - mmaction - INFO - Epoch [110][780/940] lr: 3.693e-01, eta: 1 day, 7:25:52, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3059, top5_acc: 0.5600, loss_cls: 3.1939, loss: 3.1939, grad_norm: 1.1655 2020-07-24 14:53:20,257 - mmaction - INFO - Epoch [110][800/940] lr: 3.693e-01, eta: 1 day, 7:25:12, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.3184, top5_acc: 0.5762, loss_cls: 3.1320, loss: 3.1320, grad_norm: 1.1693 2020-07-24 14:53:33,581 - mmaction - INFO - Epoch [110][820/940] lr: 3.693e-01, eta: 1 day, 7:24:30, time: 0.666, data_time: 0.003, memory: 9569, top1_acc: 0.2912, top5_acc: 0.5389, loss_cls: 3.2899, loss: 3.2899, grad_norm: 1.1655 2020-07-24 14:53:46,980 - mmaction - INFO - Epoch [110][840/940] lr: 3.693e-01, eta: 1 day, 7:23:49, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3182, top5_acc: 0.5643, loss_cls: 3.1438, loss: 3.1438, grad_norm: 1.1399 2020-07-24 14:53:59,832 - mmaction - INFO - Epoch [110][860/940] lr: 3.693e-01, eta: 1 day, 7:23:03, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3064, top5_acc: 0.5578, loss_cls: 3.2001, loss: 3.2001, grad_norm: 1.1583 2020-07-24 14:54:14,182 - mmaction - INFO - Epoch [110][880/940] lr: 3.693e-01, eta: 1 day, 7:22:29, time: 0.717, data_time: 0.002, memory: 9569, top1_acc: 0.3158, top5_acc: 0.5629, loss_cls: 3.1541, loss: 3.1541, grad_norm: 1.1585 2020-07-24 14:54:27,654 - mmaction - INFO - Epoch [110][900/940] lr: 3.693e-01, eta: 1 day, 7:21:48, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3107, top5_acc: 0.5643, loss_cls: 3.1881, loss: 3.1881, grad_norm: 1.1544 2020-07-24 14:54:40,681 - mmaction - INFO - Epoch [110][920/940] lr: 3.693e-01, eta: 1 day, 7:21:04, time: 0.651, data_time: 0.003, memory: 9569, top1_acc: 0.3082, top5_acc: 0.5639, loss_cls: 3.1804, loss: 3.1804, grad_norm: 1.1872 2020-07-24 14:54:52,896 - mmaction - INFO - Epoch [110][940/940] lr: 3.693e-01, eta: 1 day, 7:20:13, time: 0.612, data_time: 0.003, memory: 9569, top1_acc: 0.3030, top5_acc: 0.5562, loss_cls: 3.2276, loss: 3.2276, grad_norm: 1.1512 2020-07-24 14:57:19,702 - mmaction - INFO - Epoch [111][20/940] lr: 3.657e-01, eta: 1 day, 7:36:56, time: 7.111, data_time: 6.364, memory: 9569, top1_acc: 0.3109, top5_acc: 0.5736, loss_cls: 3.1467, loss: 3.1467, grad_norm: 1.1551 2020-07-24 14:57:34,448 - mmaction - INFO - Epoch [111][40/940] lr: 3.657e-01, eta: 1 day, 7:36:24, time: 0.737, data_time: 0.002, memory: 9569, top1_acc: 0.3080, top5_acc: 0.5604, loss_cls: 3.1740, loss: 3.1740, grad_norm: 1.1764 2020-07-24 14:57:47,179 - mmaction - INFO - Epoch [111][60/940] lr: 3.657e-01, eta: 1 day, 7:35:37, time: 0.637, data_time: 0.003, memory: 9569, top1_acc: 0.3109, top5_acc: 0.5619, loss_cls: 3.1589, loss: 3.1589, grad_norm: 1.1677 2020-07-24 14:57:59,941 - mmaction - INFO - Epoch [111][80/940] lr: 3.657e-01, eta: 1 day, 7:34:49, time: 0.639, data_time: 0.002, memory: 9569, top1_acc: 0.3131, top5_acc: 0.5730, loss_cls: 3.1467, loss: 3.1467, grad_norm: 1.1498 2020-07-24 14:58:14,124 - mmaction - INFO - Epoch [111][100/940] lr: 3.657e-01, eta: 1 day, 7:34:13, time: 0.708, data_time: 0.002, memory: 9569, top1_acc: 0.2971, top5_acc: 0.5566, loss_cls: 3.2483, loss: 3.2483, grad_norm: 1.2052 2020-07-24 14:58:26,995 - mmaction - INFO - Epoch [111][120/940] lr: 3.657e-01, eta: 1 day, 7:33:27, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3141, top5_acc: 0.5611, loss_cls: 3.1631, loss: 3.1631, grad_norm: 1.1750 2020-07-24 14:58:40,619 - mmaction - INFO - Epoch [111][140/940] lr: 3.657e-01, eta: 1 day, 7:32:47, time: 0.682, data_time: 0.002, memory: 9569, top1_acc: 0.3057, top5_acc: 0.5615, loss_cls: 3.1749, loss: 3.1749, grad_norm: 1.1609 2020-07-24 14:58:54,003 - mmaction - INFO - Epoch [111][160/940] lr: 3.657e-01, eta: 1 day, 7:32:05, time: 0.669, data_time: 0.003, memory: 9569, top1_acc: 0.3133, top5_acc: 0.5643, loss_cls: 3.1471, loss: 3.1471, grad_norm: 1.1395 2020-07-24 14:59:06,767 - mmaction - INFO - Epoch [111][180/940] lr: 3.657e-01, eta: 1 day, 7:31:18, time: 0.638, data_time: 0.001, memory: 9569, top1_acc: 0.3117, top5_acc: 0.5783, loss_cls: 3.1238, loss: 3.1238, grad_norm: 1.1659 2020-07-24 14:59:20,389 - mmaction - INFO - Epoch [111][200/940] lr: 3.657e-01, eta: 1 day, 7:30:38, time: 0.680, data_time: 0.001, memory: 9569, top1_acc: 0.3139, top5_acc: 0.5719, loss_cls: 3.1627, loss: 3.1627, grad_norm: 1.1780 2020-07-24 14:59:33,991 - mmaction - INFO - Epoch [111][220/940] lr: 3.657e-01, eta: 1 day, 7:29:57, time: 0.680, data_time: 0.003, memory: 9569, top1_acc: 0.3072, top5_acc: 0.5717, loss_cls: 3.1664, loss: 3.1664, grad_norm: 1.1800 2020-07-24 14:59:47,056 - mmaction - INFO - Epoch [111][240/940] lr: 3.657e-01, eta: 1 day, 7:29:13, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3105, top5_acc: 0.5529, loss_cls: 3.1839, loss: 3.1839, grad_norm: 1.1466 2020-07-24 15:00:00,134 - mmaction - INFO - Epoch [111][260/940] lr: 3.657e-01, eta: 1 day, 7:28:29, time: 0.655, data_time: 0.003, memory: 9569, top1_acc: 0.3094, top5_acc: 0.5559, loss_cls: 3.2013, loss: 3.2013, grad_norm: 1.1649 2020-07-24 15:00:18,297 - mmaction - INFO - Epoch [111][280/940] lr: 3.657e-01, eta: 1 day, 7:28:25, time: 0.905, data_time: 0.008, memory: 9569, top1_acc: 0.3084, top5_acc: 0.5484, loss_cls: 3.2072, loss: 3.2072, grad_norm: 1.1520 2020-07-24 15:00:31,295 - mmaction - INFO - Epoch [111][300/940] lr: 3.657e-01, eta: 1 day, 7:27:40, time: 0.651, data_time: 0.011, memory: 9569, top1_acc: 0.3225, top5_acc: 0.5584, loss_cls: 3.1843, loss: 3.1843, grad_norm: 1.1382 2020-07-24 15:00:45,543 - mmaction - INFO - Epoch [111][320/940] lr: 3.657e-01, eta: 1 day, 7:27:06, time: 0.714, data_time: 0.004, memory: 9569, top1_acc: 0.3100, top5_acc: 0.5713, loss_cls: 3.1631, loss: 3.1631, grad_norm: 1.1653 2020-07-24 15:00:58,615 - mmaction - INFO - Epoch [111][340/940] lr: 3.657e-01, eta: 1 day, 7:26:21, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3172, top5_acc: 0.5658, loss_cls: 3.1304, loss: 3.1304, grad_norm: 1.1446 2020-07-24 15:01:12,774 - mmaction - INFO - Epoch [111][360/940] lr: 3.657e-01, eta: 1 day, 7:25:46, time: 0.711, data_time: 0.006, memory: 9569, top1_acc: 0.3020, top5_acc: 0.5658, loss_cls: 3.1881, loss: 3.1881, grad_norm: 1.1700 2020-07-24 15:01:25,776 - mmaction - INFO - Epoch [111][380/940] lr: 3.657e-01, eta: 1 day, 7:25:02, time: 0.651, data_time: 0.004, memory: 9569, top1_acc: 0.3117, top5_acc: 0.5637, loss_cls: 3.1504, loss: 3.1504, grad_norm: 1.1630 2020-07-24 15:01:39,186 - mmaction - INFO - Epoch [111][400/940] lr: 3.657e-01, eta: 1 day, 7:24:21, time: 0.670, data_time: 0.003, memory: 9569, top1_acc: 0.3076, top5_acc: 0.5633, loss_cls: 3.2148, loss: 3.2148, grad_norm: 1.2021 2020-07-24 15:01:52,114 - mmaction - INFO - Epoch [111][420/940] lr: 3.657e-01, eta: 1 day, 7:23:36, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3084, top5_acc: 0.5684, loss_cls: 3.2018, loss: 3.2018, grad_norm: 1.1583 2020-07-24 15:02:05,378 - mmaction - INFO - Epoch [111][440/940] lr: 3.657e-01, eta: 1 day, 7:22:54, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3133, top5_acc: 0.5625, loss_cls: 3.1725, loss: 3.1725, grad_norm: 1.1841 2020-07-24 15:02:18,242 - mmaction - INFO - Epoch [111][460/940] lr: 3.657e-01, eta: 1 day, 7:22:08, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3068, top5_acc: 0.5682, loss_cls: 3.1911, loss: 3.1911, grad_norm: 1.1681 2020-07-24 15:02:31,218 - mmaction - INFO - Epoch [111][480/940] lr: 3.657e-01, eta: 1 day, 7:21:24, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.3264, top5_acc: 0.5791, loss_cls: 3.1158, loss: 3.1158, grad_norm: 1.1544 2020-07-24 15:02:45,067 - mmaction - INFO - Epoch [111][500/940] lr: 3.657e-01, eta: 1 day, 7:20:46, time: 0.691, data_time: 0.002, memory: 9569, top1_acc: 0.3182, top5_acc: 0.5652, loss_cls: 3.1444, loss: 3.1444, grad_norm: 1.1880 2020-07-24 15:02:57,923 - mmaction - INFO - Epoch [111][520/940] lr: 3.657e-01, eta: 1 day, 7:20:01, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3131, top5_acc: 0.5719, loss_cls: 3.1689, loss: 3.1689, grad_norm: 1.1642 2020-07-24 15:03:11,400 - mmaction - INFO - Epoch [111][540/940] lr: 3.657e-01, eta: 1 day, 7:19:21, time: 0.675, data_time: 0.004, memory: 9569, top1_acc: 0.3162, top5_acc: 0.5594, loss_cls: 3.1772, loss: 3.1772, grad_norm: 1.1510 2020-07-24 15:03:25,005 - mmaction - INFO - Epoch [111][560/940] lr: 3.657e-01, eta: 1 day, 7:18:42, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.3045, top5_acc: 0.5602, loss_cls: 3.2011, loss: 3.2011, grad_norm: 1.1523 2020-07-24 15:03:38,282 - mmaction - INFO - Epoch [111][580/940] lr: 3.657e-01, eta: 1 day, 7:18:01, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3258, top5_acc: 0.5775, loss_cls: 3.1055, loss: 3.1055, grad_norm: 1.1921 2020-07-24 15:03:51,785 - mmaction - INFO - Epoch [111][600/940] lr: 3.657e-01, eta: 1 day, 7:17:21, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3092, top5_acc: 0.5666, loss_cls: 3.1706, loss: 3.1706, grad_norm: 1.1732 2020-07-24 15:04:05,389 - mmaction - INFO - Epoch [111][620/940] lr: 3.657e-01, eta: 1 day, 7:16:42, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.2973, top5_acc: 0.5611, loss_cls: 3.2094, loss: 3.2094, grad_norm: 1.1738 2020-07-24 15:04:18,462 - mmaction - INFO - Epoch [111][640/940] lr: 3.657e-01, eta: 1 day, 7:15:59, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.3039, top5_acc: 0.5684, loss_cls: 3.1789, loss: 3.1789, grad_norm: 1.1680 2020-07-24 15:04:31,428 - mmaction - INFO - Epoch [111][660/940] lr: 3.657e-01, eta: 1 day, 7:15:15, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.3135, top5_acc: 0.5672, loss_cls: 3.1534, loss: 3.1534, grad_norm: 1.1756 2020-07-24 15:04:44,419 - mmaction - INFO - Epoch [111][680/940] lr: 3.657e-01, eta: 1 day, 7:14:31, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3047, top5_acc: 0.5584, loss_cls: 3.1954, loss: 3.1954, grad_norm: 1.1749 2020-07-24 15:04:57,894 - mmaction - INFO - Epoch [111][700/940] lr: 3.657e-01, eta: 1 day, 7:13:52, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3098, top5_acc: 0.5650, loss_cls: 3.1772, loss: 3.1772, grad_norm: 1.1699 2020-07-24 15:05:11,290 - mmaction - INFO - Epoch [111][720/940] lr: 3.657e-01, eta: 1 day, 7:13:11, time: 0.670, data_time: 0.003, memory: 9569, top1_acc: 0.3082, top5_acc: 0.5600, loss_cls: 3.1740, loss: 3.1740, grad_norm: 1.1611 2020-07-24 15:05:24,109 - mmaction - INFO - Epoch [111][740/940] lr: 3.657e-01, eta: 1 day, 7:12:27, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3047, top5_acc: 0.5428, loss_cls: 3.2295, loss: 3.2295, grad_norm: 1.1414 2020-07-24 15:05:37,582 - mmaction - INFO - Epoch [111][760/940] lr: 3.657e-01, eta: 1 day, 7:11:47, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3158, top5_acc: 0.5615, loss_cls: 3.1806, loss: 3.1806, grad_norm: 1.1500 2020-07-24 15:05:50,439 - mmaction - INFO - Epoch [111][780/940] lr: 3.657e-01, eta: 1 day, 7:11:03, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3266, top5_acc: 0.5799, loss_cls: 3.1054, loss: 3.1054, grad_norm: 1.1704 2020-07-24 15:06:04,344 - mmaction - INFO - Epoch [111][800/940] lr: 3.657e-01, eta: 1 day, 7:10:26, time: 0.692, data_time: 0.002, memory: 9569, top1_acc: 0.3205, top5_acc: 0.5662, loss_cls: 3.1445, loss: 3.1445, grad_norm: 1.1741 2020-07-24 15:06:17,395 - mmaction - INFO - Epoch [111][820/940] lr: 3.657e-01, eta: 1 day, 7:09:44, time: 0.657, data_time: 0.006, memory: 9569, top1_acc: 0.3006, top5_acc: 0.5592, loss_cls: 3.2048, loss: 3.2048, grad_norm: 1.1633 2020-07-24 15:06:30,862 - mmaction - INFO - Epoch [111][840/940] lr: 3.657e-01, eta: 1 day, 7:09:05, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3051, top5_acc: 0.5555, loss_cls: 3.2265, loss: 3.2265, grad_norm: 1.1505 2020-07-24 15:06:43,712 - mmaction - INFO - Epoch [111][860/940] lr: 3.657e-01, eta: 1 day, 7:08:21, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3059, top5_acc: 0.5602, loss_cls: 3.1818, loss: 3.1818, grad_norm: 1.1586 2020-07-24 15:06:56,848 - mmaction - INFO - Epoch [111][880/940] lr: 3.657e-01, eta: 1 day, 7:07:39, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.3143, top5_acc: 0.5662, loss_cls: 3.1652, loss: 3.1652, grad_norm: 1.1659 2020-07-24 15:07:09,675 - mmaction - INFO - Epoch [111][900/940] lr: 3.657e-01, eta: 1 day, 7:06:55, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3186, top5_acc: 0.5643, loss_cls: 3.1728, loss: 3.1728, grad_norm: 1.1633 2020-07-24 15:07:23,190 - mmaction - INFO - Epoch [111][920/940] lr: 3.657e-01, eta: 1 day, 7:06:17, time: 0.676, data_time: 0.003, memory: 9569, top1_acc: 0.3164, top5_acc: 0.5717, loss_cls: 3.1467, loss: 3.1467, grad_norm: 1.1636 2020-07-24 15:07:35,408 - mmaction - INFO - Epoch [111][940/940] lr: 3.657e-01, eta: 1 day, 7:05:28, time: 0.612, data_time: 0.002, memory: 9569, top1_acc: 0.3054, top5_acc: 0.5595, loss_cls: 3.2029, loss: 3.2029, grad_norm: 1.1919 2020-07-24 15:09:53,988 - mmaction - INFO - Epoch [112][20/940] lr: 3.621e-01, eta: 1 day, 7:19:47, time: 6.566, data_time: 5.891, memory: 9569, top1_acc: 0.3061, top5_acc: 0.5711, loss_cls: 3.1464, loss: 3.1464, grad_norm: 1.1568 2020-07-24 15:10:07,839 - mmaction - INFO - Epoch [112][40/940] lr: 3.621e-01, eta: 1 day, 7:19:10, time: 0.688, data_time: 0.003, memory: 9569, top1_acc: 0.3080, top5_acc: 0.5670, loss_cls: 3.1683, loss: 3.1683, grad_norm: 1.1491 2020-07-24 15:10:21,217 - mmaction - INFO - Epoch [112][60/940] lr: 3.621e-01, eta: 1 day, 7:18:30, time: 0.674, data_time: 0.008, memory: 9569, top1_acc: 0.3051, top5_acc: 0.5545, loss_cls: 3.1996, loss: 3.1996, grad_norm: 1.1676 2020-07-24 15:10:33,986 - mmaction - INFO - Epoch [112][80/940] lr: 3.621e-01, eta: 1 day, 7:17:45, time: 0.638, data_time: 0.003, memory: 9569, top1_acc: 0.3111, top5_acc: 0.5654, loss_cls: 3.1689, loss: 3.1689, grad_norm: 1.1689 2020-07-24 15:10:47,422 - mmaction - INFO - Epoch [112][100/940] lr: 3.621e-01, eta: 1 day, 7:17:05, time: 0.673, data_time: 0.003, memory: 9569, top1_acc: 0.3082, top5_acc: 0.5686, loss_cls: 3.1813, loss: 3.1813, grad_norm: 1.1502 2020-07-24 15:11:00,799 - mmaction - INFO - Epoch [112][120/940] lr: 3.621e-01, eta: 1 day, 7:16:24, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3143, top5_acc: 0.5635, loss_cls: 3.1589, loss: 3.1589, grad_norm: 1.1680 2020-07-24 15:11:14,134 - mmaction - INFO - Epoch [112][140/940] lr: 3.621e-01, eta: 1 day, 7:15:43, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.3107, top5_acc: 0.5643, loss_cls: 3.1735, loss: 3.1735, grad_norm: 1.1639 2020-07-24 15:11:27,695 - mmaction - INFO - Epoch [112][160/940] lr: 3.621e-01, eta: 1 day, 7:15:04, time: 0.678, data_time: 0.003, memory: 9569, top1_acc: 0.3154, top5_acc: 0.5682, loss_cls: 3.1540, loss: 3.1540, grad_norm: 1.1663 2020-07-24 15:11:40,835 - mmaction - INFO - Epoch [112][180/940] lr: 3.621e-01, eta: 1 day, 7:14:22, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.3119, top5_acc: 0.5623, loss_cls: 3.1772, loss: 3.1772, grad_norm: 1.1701 2020-07-24 15:11:54,229 - mmaction - INFO - Epoch [112][200/940] lr: 3.621e-01, eta: 1 day, 7:13:42, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3141, top5_acc: 0.5648, loss_cls: 3.1527, loss: 3.1527, grad_norm: 1.1916 2020-07-24 15:12:07,040 - mmaction - INFO - Epoch [112][220/940] lr: 3.621e-01, eta: 1 day, 7:12:58, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3158, top5_acc: 0.5678, loss_cls: 3.1454, loss: 3.1454, grad_norm: 1.1762 2020-07-24 15:12:20,645 - mmaction - INFO - Epoch [112][240/940] lr: 3.621e-01, eta: 1 day, 7:12:19, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.3102, top5_acc: 0.5596, loss_cls: 3.1875, loss: 3.1875, grad_norm: 1.1740 2020-07-24 15:12:33,621 - mmaction - INFO - Epoch [112][260/940] lr: 3.621e-01, eta: 1 day, 7:11:36, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3148, top5_acc: 0.5590, loss_cls: 3.2014, loss: 3.2014, grad_norm: 1.1783 2020-07-24 15:12:46,703 - mmaction - INFO - Epoch [112][280/940] lr: 3.621e-01, eta: 1 day, 7:10:54, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.3193, top5_acc: 0.5732, loss_cls: 3.1492, loss: 3.1492, grad_norm: 1.1548 2020-07-24 15:12:59,529 - mmaction - INFO - Epoch [112][300/940] lr: 3.621e-01, eta: 1 day, 7:10:10, time: 0.640, data_time: 0.002, memory: 9569, top1_acc: 0.3094, top5_acc: 0.5680, loss_cls: 3.1528, loss: 3.1528, grad_norm: 1.1738 2020-07-24 15:13:12,893 - mmaction - INFO - Epoch [112][320/940] lr: 3.621e-01, eta: 1 day, 7:09:30, time: 0.669, data_time: 0.003, memory: 9569, top1_acc: 0.3080, top5_acc: 0.5551, loss_cls: 3.2266, loss: 3.2266, grad_norm: 1.1560 2020-07-24 15:13:25,894 - mmaction - INFO - Epoch [112][340/940] lr: 3.621e-01, eta: 1 day, 7:08:47, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3148, top5_acc: 0.5588, loss_cls: 3.1752, loss: 3.1752, grad_norm: 1.1430 2020-07-24 15:13:39,673 - mmaction - INFO - Epoch [112][360/940] lr: 3.621e-01, eta: 1 day, 7:08:11, time: 0.689, data_time: 0.003, memory: 9569, top1_acc: 0.3193, top5_acc: 0.5652, loss_cls: 3.1477, loss: 3.1477, grad_norm: 1.1672 2020-07-24 15:13:53,034 - mmaction - INFO - Epoch [112][380/940] lr: 3.621e-01, eta: 1 day, 7:07:31, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3160, top5_acc: 0.5717, loss_cls: 3.1407, loss: 3.1407, grad_norm: 1.1719 2020-07-24 15:14:06,360 - mmaction - INFO - Epoch [112][400/940] lr: 3.621e-01, eta: 1 day, 7:06:51, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.3100, top5_acc: 0.5639, loss_cls: 3.1661, loss: 3.1661, grad_norm: 1.1871 2020-07-24 15:14:20,393 - mmaction - INFO - Epoch [112][420/940] lr: 3.621e-01, eta: 1 day, 7:06:16, time: 0.701, data_time: 0.002, memory: 9569, top1_acc: 0.3119, top5_acc: 0.5650, loss_cls: 3.1583, loss: 3.1583, grad_norm: 1.2028 2020-07-24 15:14:33,232 - mmaction - INFO - Epoch [112][440/940] lr: 3.621e-01, eta: 1 day, 7:05:32, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3201, top5_acc: 0.5730, loss_cls: 3.1341, loss: 3.1341, grad_norm: 1.1660 2020-07-24 15:14:46,278 - mmaction - INFO - Epoch [112][460/940] lr: 3.621e-01, eta: 1 day, 7:04:51, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3248, top5_acc: 0.5748, loss_cls: 3.1261, loss: 3.1261, grad_norm: 1.1612 2020-07-24 15:15:00,574 - mmaction - INFO - Epoch [112][480/940] lr: 3.621e-01, eta: 1 day, 7:04:18, time: 0.716, data_time: 0.002, memory: 9569, top1_acc: 0.3119, top5_acc: 0.5629, loss_cls: 3.1636, loss: 3.1636, grad_norm: 1.1840 2020-07-24 15:15:13,445 - mmaction - INFO - Epoch [112][500/940] lr: 3.621e-01, eta: 1 day, 7:03:35, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3137, top5_acc: 0.5695, loss_cls: 3.1518, loss: 3.1518, grad_norm: 1.1645 2020-07-24 15:15:27,606 - mmaction - INFO - Epoch [112][520/940] lr: 3.621e-01, eta: 1 day, 7:03:01, time: 0.707, data_time: 0.001, memory: 9569, top1_acc: 0.3088, top5_acc: 0.5502, loss_cls: 3.2058, loss: 3.2058, grad_norm: 1.1571 2020-07-24 15:15:40,822 - mmaction - INFO - Epoch [112][540/940] lr: 3.621e-01, eta: 1 day, 7:02:21, time: 0.662, data_time: 0.003, memory: 9569, top1_acc: 0.3152, top5_acc: 0.5686, loss_cls: 3.1501, loss: 3.1501, grad_norm: 1.1507 2020-07-24 15:15:53,678 - mmaction - INFO - Epoch [112][560/940] lr: 3.621e-01, eta: 1 day, 7:01:38, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3184, top5_acc: 0.5734, loss_cls: 3.1445, loss: 3.1445, grad_norm: 1.1810 2020-07-24 15:16:07,868 - mmaction - INFO - Epoch [112][580/940] lr: 3.621e-01, eta: 1 day, 7:01:05, time: 0.710, data_time: 0.002, memory: 9569, top1_acc: 0.3068, top5_acc: 0.5639, loss_cls: 3.1853, loss: 3.1853, grad_norm: 1.1851 2020-07-24 15:16:21,287 - mmaction - INFO - Epoch [112][600/940] lr: 3.621e-01, eta: 1 day, 7:00:26, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3229, top5_acc: 0.5758, loss_cls: 3.1074, loss: 3.1074, grad_norm: 1.1393 2020-07-24 15:16:34,179 - mmaction - INFO - Epoch [112][620/940] lr: 3.621e-01, eta: 1 day, 6:59:43, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3088, top5_acc: 0.5586, loss_cls: 3.1890, loss: 3.1890, grad_norm: 1.1697 2020-07-24 15:16:48,183 - mmaction - INFO - Epoch [112][640/940] lr: 3.621e-01, eta: 1 day, 6:59:09, time: 0.701, data_time: 0.002, memory: 9569, top1_acc: 0.3063, top5_acc: 0.5600, loss_cls: 3.2082, loss: 3.2082, grad_norm: 1.1848 2020-07-24 15:17:01,027 - mmaction - INFO - Epoch [112][660/940] lr: 3.621e-01, eta: 1 day, 6:58:26, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3201, top5_acc: 0.5615, loss_cls: 3.1813, loss: 3.1813, grad_norm: 1.1526 2020-07-24 15:17:14,453 - mmaction - INFO - Epoch [112][680/940] lr: 3.621e-01, eta: 1 day, 6:57:48, time: 0.672, data_time: 0.003, memory: 9569, top1_acc: 0.3131, top5_acc: 0.5609, loss_cls: 3.1681, loss: 3.1681, grad_norm: 1.1877 2020-07-24 15:17:27,690 - mmaction - INFO - Epoch [112][700/940] lr: 3.621e-01, eta: 1 day, 6:57:08, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.3053, top5_acc: 0.5654, loss_cls: 3.1725, loss: 3.1725, grad_norm: 1.1913 2020-07-24 15:17:41,082 - mmaction - INFO - Epoch [112][720/940] lr: 3.621e-01, eta: 1 day, 6:56:29, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3187, top5_acc: 0.5621, loss_cls: 3.1587, loss: 3.1587, grad_norm: 1.1717 2020-07-24 15:17:54,212 - mmaction - INFO - Epoch [112][740/940] lr: 3.621e-01, eta: 1 day, 6:55:49, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.3098, top5_acc: 0.5598, loss_cls: 3.1857, loss: 3.1857, grad_norm: 1.1622 2020-07-24 15:18:07,648 - mmaction - INFO - Epoch [112][760/940] lr: 3.621e-01, eta: 1 day, 6:55:10, time: 0.672, data_time: 0.003, memory: 9569, top1_acc: 0.3123, top5_acc: 0.5699, loss_cls: 3.1761, loss: 3.1761, grad_norm: 1.1667 2020-07-24 15:18:20,994 - mmaction - INFO - Epoch [112][780/940] lr: 3.621e-01, eta: 1 day, 6:54:32, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3105, top5_acc: 0.5602, loss_cls: 3.1625, loss: 3.1625, grad_norm: 1.1492 2020-07-24 15:18:34,667 - mmaction - INFO - Epoch [112][800/940] lr: 3.621e-01, eta: 1 day, 6:53:55, time: 0.684, data_time: 0.002, memory: 9569, top1_acc: 0.3121, top5_acc: 0.5734, loss_cls: 3.1295, loss: 3.1295, grad_norm: 1.1618 2020-07-24 15:18:47,787 - mmaction - INFO - Epoch [112][820/940] lr: 3.621e-01, eta: 1 day, 6:53:15, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.3180, top5_acc: 0.5693, loss_cls: 3.1258, loss: 3.1258, grad_norm: 1.1635 2020-07-24 15:19:00,730 - mmaction - INFO - Epoch [112][840/940] lr: 3.621e-01, eta: 1 day, 6:52:33, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.3080, top5_acc: 0.5492, loss_cls: 3.2213, loss: 3.2213, grad_norm: 1.1707 2020-07-24 15:19:13,540 - mmaction - INFO - Epoch [112][860/940] lr: 3.621e-01, eta: 1 day, 6:51:51, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3002, top5_acc: 0.5459, loss_cls: 3.2303, loss: 3.2303, grad_norm: 1.1667 2020-07-24 15:19:27,104 - mmaction - INFO - Epoch [112][880/940] lr: 3.621e-01, eta: 1 day, 6:51:14, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3123, top5_acc: 0.5582, loss_cls: 3.1948, loss: 3.1948, grad_norm: 1.1568 2020-07-24 15:19:41,189 - mmaction - INFO - Epoch [112][900/940] lr: 3.621e-01, eta: 1 day, 6:50:41, time: 0.707, data_time: 0.004, memory: 9569, top1_acc: 0.3289, top5_acc: 0.5787, loss_cls: 3.1272, loss: 3.1272, grad_norm: 1.1692 2020-07-24 15:19:54,008 - mmaction - INFO - Epoch [112][920/940] lr: 3.621e-01, eta: 1 day, 6:49:59, time: 0.640, data_time: 0.001, memory: 9569, top1_acc: 0.3037, top5_acc: 0.5596, loss_cls: 3.1839, loss: 3.1839, grad_norm: 1.1852 2020-07-24 15:20:07,264 - mmaction - INFO - Epoch [112][940/940] lr: 3.621e-01, eta: 1 day, 6:49:20, time: 0.664, data_time: 0.003, memory: 9569, top1_acc: 0.3019, top5_acc: 0.5576, loss_cls: 3.2283, loss: 3.2283, grad_norm: 1.1907 2020-07-24 15:20:10,934 - mmaction - INFO - Saving checkpoint at 112 epochs 2020-07-24 15:22:42,606 - mmaction - INFO - Epoch [113][20/940] lr: 3.585e-01, eta: 1 day, 7:05:08, time: 7.524, data_time: 6.787, memory: 9569, top1_acc: 0.3012, top5_acc: 0.5598, loss_cls: 3.2021, loss: 3.2021, grad_norm: 1.1798 2020-07-24 15:22:55,833 - mmaction - INFO - Epoch [113][40/940] lr: 3.585e-01, eta: 1 day, 7:04:27, time: 0.661, data_time: 0.002, memory: 9569, top1_acc: 0.3195, top5_acc: 0.5766, loss_cls: 3.1313, loss: 3.1313, grad_norm: 1.1572 2020-07-24 15:23:09,267 - mmaction - INFO - Epoch [113][60/940] lr: 3.585e-01, eta: 1 day, 7:03:48, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3264, top5_acc: 0.5727, loss_cls: 3.1237, loss: 3.1237, grad_norm: 1.1863 2020-07-24 15:23:22,193 - mmaction - INFO - Epoch [113][80/940] lr: 3.585e-01, eta: 1 day, 7:03:06, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3230, top5_acc: 0.5768, loss_cls: 3.1320, loss: 3.1320, grad_norm: 1.1875 2020-07-24 15:23:35,729 - mmaction - INFO - Epoch [113][100/940] lr: 3.585e-01, eta: 1 day, 7:02:28, time: 0.677, data_time: 0.003, memory: 9569, top1_acc: 0.3164, top5_acc: 0.5756, loss_cls: 3.1311, loss: 3.1311, grad_norm: 1.1676 2020-07-24 15:23:49,120 - mmaction - INFO - Epoch [113][120/940] lr: 3.585e-01, eta: 1 day, 7:01:49, time: 0.670, data_time: 0.004, memory: 9569, top1_acc: 0.3182, top5_acc: 0.5652, loss_cls: 3.1307, loss: 3.1307, grad_norm: 1.1931 2020-07-24 15:24:02,008 - mmaction - INFO - Epoch [113][140/940] lr: 3.585e-01, eta: 1 day, 7:01:07, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3197, top5_acc: 0.5707, loss_cls: 3.1254, loss: 3.1254, grad_norm: 1.1846 2020-07-24 15:24:15,625 - mmaction - INFO - Epoch [113][160/940] lr: 3.585e-01, eta: 1 day, 7:00:30, time: 0.682, data_time: 0.003, memory: 9569, top1_acc: 0.3102, top5_acc: 0.5627, loss_cls: 3.1708, loss: 3.1708, grad_norm: 1.1843 2020-07-24 15:24:29,470 - mmaction - INFO - Epoch [113][180/940] lr: 3.585e-01, eta: 1 day, 6:59:54, time: 0.692, data_time: 0.002, memory: 9569, top1_acc: 0.3129, top5_acc: 0.5625, loss_cls: 3.1797, loss: 3.1797, grad_norm: 1.1723 2020-07-24 15:24:42,907 - mmaction - INFO - Epoch [113][200/940] lr: 3.585e-01, eta: 1 day, 6:59:16, time: 0.672, data_time: 0.003, memory: 9569, top1_acc: 0.3180, top5_acc: 0.5727, loss_cls: 3.1387, loss: 3.1387, grad_norm: 1.1703 2020-07-24 15:24:55,949 - mmaction - INFO - Epoch [113][220/940] lr: 3.585e-01, eta: 1 day, 6:58:34, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.3207, top5_acc: 0.5756, loss_cls: 3.1419, loss: 3.1419, grad_norm: 1.1702 2020-07-24 15:25:09,250 - mmaction - INFO - Epoch [113][240/940] lr: 3.585e-01, eta: 1 day, 6:57:55, time: 0.667, data_time: 0.003, memory: 9569, top1_acc: 0.3096, top5_acc: 0.5598, loss_cls: 3.2067, loss: 3.2067, grad_norm: 1.1719 2020-07-24 15:25:22,731 - mmaction - INFO - Epoch [113][260/940] lr: 3.585e-01, eta: 1 day, 6:57:18, time: 0.674, data_time: 0.001, memory: 9569, top1_acc: 0.3164, top5_acc: 0.5756, loss_cls: 3.1219, loss: 3.1219, grad_norm: 1.1440 2020-07-24 15:25:35,558 - mmaction - INFO - Epoch [113][280/940] lr: 3.585e-01, eta: 1 day, 6:56:35, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.3139, top5_acc: 0.5619, loss_cls: 3.1702, loss: 3.1702, grad_norm: 1.1876 2020-07-24 15:25:49,458 - mmaction - INFO - Epoch [113][300/940] lr: 3.585e-01, eta: 1 day, 6:56:00, time: 0.695, data_time: 0.002, memory: 9569, top1_acc: 0.3107, top5_acc: 0.5678, loss_cls: 3.1752, loss: 3.1752, grad_norm: 1.1836 2020-07-24 15:26:02,782 - mmaction - INFO - Epoch [113][320/940] lr: 3.585e-01, eta: 1 day, 6:55:21, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3168, top5_acc: 0.5848, loss_cls: 3.1091, loss: 3.1091, grad_norm: 1.1817 2020-07-24 15:26:15,539 - mmaction - INFO - Epoch [113][340/940] lr: 3.585e-01, eta: 1 day, 6:54:38, time: 0.638, data_time: 0.002, memory: 9569, top1_acc: 0.3102, top5_acc: 0.5588, loss_cls: 3.1952, loss: 3.1952, grad_norm: 1.1696 2020-07-24 15:26:28,432 - mmaction - INFO - Epoch [113][360/940] lr: 3.585e-01, eta: 1 day, 6:53:57, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3066, top5_acc: 0.5637, loss_cls: 3.1617, loss: 3.1617, grad_norm: 1.1847 2020-07-24 15:26:41,853 - mmaction - INFO - Epoch [113][380/940] lr: 3.585e-01, eta: 1 day, 6:53:19, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3080, top5_acc: 0.5674, loss_cls: 3.1607, loss: 3.1607, grad_norm: 1.1732 2020-07-24 15:26:55,045 - mmaction - INFO - Epoch [113][400/940] lr: 3.585e-01, eta: 1 day, 6:52:39, time: 0.660, data_time: 0.002, memory: 9569, top1_acc: 0.3215, top5_acc: 0.5658, loss_cls: 3.1545, loss: 3.1545, grad_norm: 1.1662 2020-07-24 15:27:09,083 - mmaction - INFO - Epoch [113][420/940] lr: 3.585e-01, eta: 1 day, 6:52:06, time: 0.703, data_time: 0.002, memory: 9569, top1_acc: 0.3170, top5_acc: 0.5742, loss_cls: 3.1494, loss: 3.1494, grad_norm: 1.1870 2020-07-24 15:27:21,991 - mmaction - INFO - Epoch [113][440/940] lr: 3.585e-01, eta: 1 day, 6:51:24, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3197, top5_acc: 0.5719, loss_cls: 3.1214, loss: 3.1214, grad_norm: 1.1518 2020-07-24 15:27:34,953 - mmaction - INFO - Epoch [113][460/940] lr: 3.585e-01, eta: 1 day, 6:50:43, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.3201, top5_acc: 0.5756, loss_cls: 3.1312, loss: 3.1312, grad_norm: 1.1680 2020-07-24 15:27:48,412 - mmaction - INFO - Epoch [113][480/940] lr: 3.585e-01, eta: 1 day, 6:50:05, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3029, top5_acc: 0.5639, loss_cls: 3.1708, loss: 3.1708, grad_norm: 1.1792 2020-07-24 15:28:01,747 - mmaction - INFO - Epoch [113][500/940] lr: 3.585e-01, eta: 1 day, 6:49:27, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3232, top5_acc: 0.5760, loss_cls: 3.1119, loss: 3.1119, grad_norm: 1.1886 2020-07-24 15:28:15,627 - mmaction - INFO - Epoch [113][520/940] lr: 3.585e-01, eta: 1 day, 6:48:53, time: 0.694, data_time: 0.002, memory: 9569, top1_acc: 0.3047, top5_acc: 0.5584, loss_cls: 3.2084, loss: 3.2084, grad_norm: 1.1647 2020-07-24 15:28:29,209 - mmaction - INFO - Epoch [113][540/940] lr: 3.585e-01, eta: 1 day, 6:48:16, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3158, top5_acc: 0.5598, loss_cls: 3.1734, loss: 3.1734, grad_norm: 1.1894 2020-07-24 15:28:42,639 - mmaction - INFO - Epoch [113][560/940] lr: 3.585e-01, eta: 1 day, 6:47:39, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3119, top5_acc: 0.5760, loss_cls: 3.1336, loss: 3.1336, grad_norm: 1.1717 2020-07-24 15:28:55,932 - mmaction - INFO - Epoch [113][580/940] lr: 3.585e-01, eta: 1 day, 6:47:01, time: 0.666, data_time: 0.003, memory: 9569, top1_acc: 0.3074, top5_acc: 0.5631, loss_cls: 3.1728, loss: 3.1728, grad_norm: 1.1858 2020-07-24 15:29:09,264 - mmaction - INFO - Epoch [113][600/940] lr: 3.585e-01, eta: 1 day, 6:46:22, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.3123, top5_acc: 0.5732, loss_cls: 3.1496, loss: 3.1496, grad_norm: 1.1792 2020-07-24 15:29:22,105 - mmaction - INFO - Epoch [113][620/940] lr: 3.585e-01, eta: 1 day, 6:45:41, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3023, top5_acc: 0.5539, loss_cls: 3.2087, loss: 3.2087, grad_norm: 1.1814 2020-07-24 15:29:35,991 - mmaction - INFO - Epoch [113][640/940] lr: 3.585e-01, eta: 1 day, 6:45:07, time: 0.694, data_time: 0.002, memory: 9569, top1_acc: 0.3135, top5_acc: 0.5678, loss_cls: 3.1592, loss: 3.1592, grad_norm: 1.1629 2020-07-24 15:29:50,425 - mmaction - INFO - Epoch [113][660/940] lr: 3.585e-01, eta: 1 day, 6:44:36, time: 0.721, data_time: 0.003, memory: 9569, top1_acc: 0.3098, top5_acc: 0.5574, loss_cls: 3.1891, loss: 3.1891, grad_norm: 1.1897 2020-07-24 15:30:03,211 - mmaction - INFO - Epoch [113][680/940] lr: 3.585e-01, eta: 1 day, 6:43:55, time: 0.641, data_time: 0.003, memory: 9569, top1_acc: 0.3180, top5_acc: 0.5662, loss_cls: 3.1459, loss: 3.1459, grad_norm: 1.1690 2020-07-24 15:30:17,368 - mmaction - INFO - Epoch [113][700/940] lr: 3.585e-01, eta: 1 day, 6:43:23, time: 0.707, data_time: 0.002, memory: 9569, top1_acc: 0.3033, top5_acc: 0.5625, loss_cls: 3.1878, loss: 3.1878, grad_norm: 1.1880 2020-07-24 15:30:30,222 - mmaction - INFO - Epoch [113][720/940] lr: 3.585e-01, eta: 1 day, 6:42:42, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3105, top5_acc: 0.5586, loss_cls: 3.2187, loss: 3.2187, grad_norm: 1.1862 2020-07-24 15:30:43,752 - mmaction - INFO - Epoch [113][740/940] lr: 3.585e-01, eta: 1 day, 6:42:05, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3164, top5_acc: 0.5660, loss_cls: 3.1499, loss: 3.1499, grad_norm: 1.1715 2020-07-24 15:30:57,323 - mmaction - INFO - Epoch [113][760/940] lr: 3.585e-01, eta: 1 day, 6:41:29, time: 0.678, data_time: 0.001, memory: 9569, top1_acc: 0.3197, top5_acc: 0.5693, loss_cls: 3.1579, loss: 3.1579, grad_norm: 1.1755 2020-07-24 15:31:10,918 - mmaction - INFO - Epoch [113][780/940] lr: 3.585e-01, eta: 1 day, 6:40:53, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3172, top5_acc: 0.5666, loss_cls: 3.1454, loss: 3.1454, grad_norm: 1.1676 2020-07-24 15:31:24,485 - mmaction - INFO - Epoch [113][800/940] lr: 3.585e-01, eta: 1 day, 6:40:17, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.3107, top5_acc: 0.5527, loss_cls: 3.1849, loss: 3.1849, grad_norm: 1.1538 2020-07-24 15:31:38,595 - mmaction - INFO - Epoch [113][820/940] lr: 3.585e-01, eta: 1 day, 6:39:45, time: 0.706, data_time: 0.002, memory: 9569, top1_acc: 0.2971, top5_acc: 0.5629, loss_cls: 3.1888, loss: 3.1888, grad_norm: 1.1808 2020-07-24 15:31:51,446 - mmaction - INFO - Epoch [113][840/940] lr: 3.585e-01, eta: 1 day, 6:39:05, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3170, top5_acc: 0.5621, loss_cls: 3.1567, loss: 3.1567, grad_norm: 1.1812 2020-07-24 15:32:04,503 - mmaction - INFO - Epoch [113][860/940] lr: 3.585e-01, eta: 1 day, 6:38:25, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.3236, top5_acc: 0.5789, loss_cls: 3.1061, loss: 3.1061, grad_norm: 1.1826 2020-07-24 15:32:17,569 - mmaction - INFO - Epoch [113][880/940] lr: 3.585e-01, eta: 1 day, 6:37:46, time: 0.657, data_time: 0.005, memory: 9569, top1_acc: 0.3182, top5_acc: 0.5701, loss_cls: 3.1272, loss: 3.1272, grad_norm: 1.1993 2020-07-24 15:32:30,463 - mmaction - INFO - Epoch [113][900/940] lr: 3.585e-01, eta: 1 day, 6:37:06, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3061, top5_acc: 0.5586, loss_cls: 3.1900, loss: 3.1900, grad_norm: 1.1907 2020-07-24 15:32:44,111 - mmaction - INFO - Epoch [113][920/940] lr: 3.585e-01, eta: 1 day, 6:36:31, time: 0.682, data_time: 0.003, memory: 9569, top1_acc: 0.3119, top5_acc: 0.5572, loss_cls: 3.1943, loss: 3.1943, grad_norm: 1.1484 2020-07-24 15:32:56,239 - mmaction - INFO - Epoch [113][940/940] lr: 3.585e-01, eta: 1 day, 6:35:45, time: 0.608, data_time: 0.003, memory: 9569, top1_acc: 0.3101, top5_acc: 0.5580, loss_cls: 3.1920, loss: 3.1920, grad_norm: 1.1639 2020-07-24 15:35:31,990 - mmaction - INFO - Epoch [114][20/940] lr: 3.549e-01, eta: 1 day, 6:50:50, time: 7.592, data_time: 6.856, memory: 9569, top1_acc: 0.3133, top5_acc: 0.5629, loss_cls: 3.1867, loss: 3.1867, grad_norm: 1.1817 2020-07-24 15:35:44,771 - mmaction - INFO - Epoch [114][40/940] lr: 3.549e-01, eta: 1 day, 6:50:08, time: 0.638, data_time: 0.002, memory: 9569, top1_acc: 0.3305, top5_acc: 0.5816, loss_cls: 3.0695, loss: 3.0695, grad_norm: 1.1544 2020-07-24 15:35:57,611 - mmaction - INFO - Epoch [114][60/940] lr: 3.549e-01, eta: 1 day, 6:49:27, time: 0.643, data_time: 0.003, memory: 9569, top1_acc: 0.3195, top5_acc: 0.5740, loss_cls: 3.0989, loss: 3.0989, grad_norm: 1.1891 2020-07-24 15:36:11,004 - mmaction - INFO - Epoch [114][80/940] lr: 3.549e-01, eta: 1 day, 6:48:49, time: 0.670, data_time: 0.003, memory: 9569, top1_acc: 0.3246, top5_acc: 0.5656, loss_cls: 3.1492, loss: 3.1492, grad_norm: 1.2000 2020-07-24 15:36:24,235 - mmaction - INFO - Epoch [114][100/940] lr: 3.549e-01, eta: 1 day, 6:48:10, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.3057, top5_acc: 0.5600, loss_cls: 3.1939, loss: 3.1939, grad_norm: 1.1936 2020-07-24 15:36:37,393 - mmaction - INFO - Epoch [114][120/940] lr: 3.549e-01, eta: 1 day, 6:47:31, time: 0.657, data_time: 0.002, memory: 9569, top1_acc: 0.3242, top5_acc: 0.5662, loss_cls: 3.1204, loss: 3.1204, grad_norm: 1.1811 2020-07-24 15:36:50,203 - mmaction - INFO - Epoch [114][140/940] lr: 3.549e-01, eta: 1 day, 6:46:50, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3127, top5_acc: 0.5598, loss_cls: 3.1657, loss: 3.1657, grad_norm: 1.1803 2020-07-24 15:37:03,642 - mmaction - INFO - Epoch [114][160/940] lr: 3.549e-01, eta: 1 day, 6:46:12, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3133, top5_acc: 0.5686, loss_cls: 3.1167, loss: 3.1167, grad_norm: 1.1841 2020-07-24 15:37:17,604 - mmaction - INFO - Epoch [114][180/940] lr: 3.549e-01, eta: 1 day, 6:45:39, time: 0.698, data_time: 0.002, memory: 9569, top1_acc: 0.3203, top5_acc: 0.5633, loss_cls: 3.1594, loss: 3.1594, grad_norm: 1.1963 2020-07-24 15:37:30,388 - mmaction - INFO - Epoch [114][200/940] lr: 3.549e-01, eta: 1 day, 6:44:57, time: 0.639, data_time: 0.002, memory: 9569, top1_acc: 0.3109, top5_acc: 0.5709, loss_cls: 3.1438, loss: 3.1438, grad_norm: 1.1898 2020-07-24 15:37:43,551 - mmaction - INFO - Epoch [114][220/940] lr: 3.549e-01, eta: 1 day, 6:44:18, time: 0.659, data_time: 0.002, memory: 9569, top1_acc: 0.3084, top5_acc: 0.5717, loss_cls: 3.1711, loss: 3.1711, grad_norm: 1.1908 2020-07-24 15:37:57,311 - mmaction - INFO - Epoch [114][240/940] lr: 3.549e-01, eta: 1 day, 6:43:44, time: 0.687, data_time: 0.001, memory: 9569, top1_acc: 0.3098, top5_acc: 0.5689, loss_cls: 3.1516, loss: 3.1516, grad_norm: 1.1460 2020-07-24 15:38:10,797 - mmaction - INFO - Epoch [114][260/940] lr: 3.549e-01, eta: 1 day, 6:43:07, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3260, top5_acc: 0.5768, loss_cls: 3.1133, loss: 3.1133, grad_norm: 1.1835 2020-07-24 15:38:23,868 - mmaction - INFO - Epoch [114][280/940] lr: 3.549e-01, eta: 1 day, 6:42:28, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3242, top5_acc: 0.5738, loss_cls: 3.1240, loss: 3.1240, grad_norm: 1.1778 2020-07-24 15:38:37,716 - mmaction - INFO - Epoch [114][300/940] lr: 3.549e-01, eta: 1 day, 6:41:53, time: 0.693, data_time: 0.002, memory: 9569, top1_acc: 0.3139, top5_acc: 0.5613, loss_cls: 3.1593, loss: 3.1593, grad_norm: 1.1689 2020-07-24 15:38:50,504 - mmaction - INFO - Epoch [114][320/940] lr: 3.549e-01, eta: 1 day, 6:41:12, time: 0.638, data_time: 0.002, memory: 9569, top1_acc: 0.3119, top5_acc: 0.5615, loss_cls: 3.1703, loss: 3.1703, grad_norm: 1.1836 2020-07-24 15:39:03,895 - mmaction - INFO - Epoch [114][340/940] lr: 3.549e-01, eta: 1 day, 6:40:35, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3213, top5_acc: 0.5732, loss_cls: 3.1360, loss: 3.1360, grad_norm: 1.1433 2020-07-24 15:39:17,724 - mmaction - INFO - Epoch [114][360/940] lr: 3.549e-01, eta: 1 day, 6:40:01, time: 0.692, data_time: 0.003, memory: 9569, top1_acc: 0.3240, top5_acc: 0.5770, loss_cls: 3.1086, loss: 3.1086, grad_norm: 1.1923 2020-07-24 15:39:30,553 - mmaction - INFO - Epoch [114][380/940] lr: 3.549e-01, eta: 1 day, 6:39:20, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3299, top5_acc: 0.5705, loss_cls: 3.1112, loss: 3.1112, grad_norm: 1.1722 2020-07-24 15:39:44,026 - mmaction - INFO - Epoch [114][400/940] lr: 3.549e-01, eta: 1 day, 6:38:44, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3033, top5_acc: 0.5580, loss_cls: 3.1950, loss: 3.1950, grad_norm: 1.1838 2020-07-24 15:39:57,812 - mmaction - INFO - Epoch [114][420/940] lr: 3.549e-01, eta: 1 day, 6:38:10, time: 0.689, data_time: 0.002, memory: 9569, top1_acc: 0.3117, top5_acc: 0.5664, loss_cls: 3.1748, loss: 3.1748, grad_norm: 1.2005 2020-07-24 15:40:11,358 - mmaction - INFO - Epoch [114][440/940] lr: 3.549e-01, eta: 1 day, 6:37:34, time: 0.678, data_time: 0.003, memory: 9569, top1_acc: 0.3055, top5_acc: 0.5604, loss_cls: 3.2047, loss: 3.2047, grad_norm: 1.1666 2020-07-24 15:40:24,656 - mmaction - INFO - Epoch [114][460/940] lr: 3.549e-01, eta: 1 day, 6:36:56, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.3156, top5_acc: 0.5689, loss_cls: 3.1565, loss: 3.1565, grad_norm: 1.1562 2020-07-24 15:40:38,168 - mmaction - INFO - Epoch [114][480/940] lr: 3.549e-01, eta: 1 day, 6:36:20, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3117, top5_acc: 0.5693, loss_cls: 3.1446, loss: 3.1446, grad_norm: 1.1739 2020-07-24 15:40:51,038 - mmaction - INFO - Epoch [114][500/940] lr: 3.549e-01, eta: 1 day, 6:35:40, time: 0.643, data_time: 0.003, memory: 9569, top1_acc: 0.3174, top5_acc: 0.5627, loss_cls: 3.1697, loss: 3.1697, grad_norm: 1.1785 2020-07-24 15:41:04,673 - mmaction - INFO - Epoch [114][520/940] lr: 3.549e-01, eta: 1 day, 6:35:05, time: 0.682, data_time: 0.003, memory: 9569, top1_acc: 0.3176, top5_acc: 0.5633, loss_cls: 3.1714, loss: 3.1714, grad_norm: 1.1441 2020-07-24 15:41:18,118 - mmaction - INFO - Epoch [114][540/940] lr: 3.549e-01, eta: 1 day, 6:34:29, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3006, top5_acc: 0.5646, loss_cls: 3.1775, loss: 3.1775, grad_norm: 1.1804 2020-07-24 15:41:30,885 - mmaction - INFO - Epoch [114][560/940] lr: 3.549e-01, eta: 1 day, 6:33:48, time: 0.638, data_time: 0.002, memory: 9569, top1_acc: 0.3051, top5_acc: 0.5596, loss_cls: 3.2114, loss: 3.2114, grad_norm: 1.1645 2020-07-24 15:41:43,610 - mmaction - INFO - Epoch [114][580/940] lr: 3.549e-01, eta: 1 day, 6:33:07, time: 0.635, data_time: 0.002, memory: 9569, top1_acc: 0.3145, top5_acc: 0.5641, loss_cls: 3.1777, loss: 3.1777, grad_norm: 1.1724 2020-07-24 15:41:57,325 - mmaction - INFO - Epoch [114][600/940] lr: 3.549e-01, eta: 1 day, 6:32:33, time: 0.686, data_time: 0.002, memory: 9569, top1_acc: 0.3209, top5_acc: 0.5672, loss_cls: 3.1182, loss: 3.1182, grad_norm: 1.1690 2020-07-24 15:42:10,185 - mmaction - INFO - Epoch [114][620/940] lr: 3.549e-01, eta: 1 day, 6:31:53, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3234, top5_acc: 0.5715, loss_cls: 3.1160, loss: 3.1160, grad_norm: 1.1712 2020-07-24 15:42:23,584 - mmaction - INFO - Epoch [114][640/940] lr: 3.549e-01, eta: 1 day, 6:31:17, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3123, top5_acc: 0.5484, loss_cls: 3.1924, loss: 3.1924, grad_norm: 1.1829 2020-07-24 15:42:36,464 - mmaction - INFO - Epoch [114][660/940] lr: 3.549e-01, eta: 1 day, 6:30:37, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3199, top5_acc: 0.5598, loss_cls: 3.1661, loss: 3.1661, grad_norm: 1.1830 2020-07-24 15:42:49,865 - mmaction - INFO - Epoch [114][680/940] lr: 3.549e-01, eta: 1 day, 6:30:01, time: 0.671, data_time: 0.003, memory: 9569, top1_acc: 0.3068, top5_acc: 0.5500, loss_cls: 3.2298, loss: 3.2298, grad_norm: 1.1700 2020-07-24 15:43:02,744 - mmaction - INFO - Epoch [114][700/940] lr: 3.549e-01, eta: 1 day, 6:29:21, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3209, top5_acc: 0.5646, loss_cls: 3.1840, loss: 3.1840, grad_norm: 1.1472 2020-07-24 15:43:15,526 - mmaction - INFO - Epoch [114][720/940] lr: 3.549e-01, eta: 1 day, 6:28:41, time: 0.638, data_time: 0.002, memory: 9569, top1_acc: 0.3164, top5_acc: 0.5705, loss_cls: 3.1502, loss: 3.1502, grad_norm: 1.1789 2020-07-24 15:43:29,606 - mmaction - INFO - Epoch [114][740/940] lr: 3.549e-01, eta: 1 day, 6:28:10, time: 0.705, data_time: 0.003, memory: 9569, top1_acc: 0.3170, top5_acc: 0.5645, loss_cls: 3.1491, loss: 3.1491, grad_norm: 1.1773 2020-07-24 15:43:43,078 - mmaction - INFO - Epoch [114][760/940] lr: 3.549e-01, eta: 1 day, 6:27:34, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3113, top5_acc: 0.5643, loss_cls: 3.1838, loss: 3.1838, grad_norm: 1.1813 2020-07-24 15:43:56,059 - mmaction - INFO - Epoch [114][780/940] lr: 3.549e-01, eta: 1 day, 6:26:55, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3096, top5_acc: 0.5559, loss_cls: 3.2120, loss: 3.2120, grad_norm: 1.1842 2020-07-24 15:44:09,998 - mmaction - INFO - Epoch [114][800/940] lr: 3.549e-01, eta: 1 day, 6:26:23, time: 0.697, data_time: 0.002, memory: 9569, top1_acc: 0.2980, top5_acc: 0.5514, loss_cls: 3.2213, loss: 3.2213, grad_norm: 1.1742 2020-07-24 15:44:23,421 - mmaction - INFO - Epoch [114][820/940] lr: 3.549e-01, eta: 1 day, 6:25:47, time: 0.673, data_time: 0.003, memory: 9569, top1_acc: 0.3064, top5_acc: 0.5678, loss_cls: 3.1794, loss: 3.1794, grad_norm: 1.1805 2020-07-24 15:44:36,201 - mmaction - INFO - Epoch [114][840/940] lr: 3.549e-01, eta: 1 day, 6:25:07, time: 0.639, data_time: 0.001, memory: 9569, top1_acc: 0.3182, top5_acc: 0.5754, loss_cls: 3.1213, loss: 3.1213, grad_norm: 1.1736 2020-07-24 15:44:50,465 - mmaction - INFO - Epoch [114][860/940] lr: 3.549e-01, eta: 1 day, 6:24:37, time: 0.711, data_time: 0.002, memory: 9569, top1_acc: 0.3057, top5_acc: 0.5584, loss_cls: 3.1855, loss: 3.1855, grad_norm: 1.1689 2020-07-24 15:45:04,037 - mmaction - INFO - Epoch [114][880/940] lr: 3.549e-01, eta: 1 day, 6:24:02, time: 0.681, data_time: 0.003, memory: 9569, top1_acc: 0.3078, top5_acc: 0.5635, loss_cls: 3.1955, loss: 3.1955, grad_norm: 1.1921 2020-07-24 15:45:18,040 - mmaction - INFO - Epoch [114][900/940] lr: 3.549e-01, eta: 1 day, 6:23:30, time: 0.699, data_time: 0.001, memory: 9569, top1_acc: 0.3121, top5_acc: 0.5637, loss_cls: 3.1537, loss: 3.1537, grad_norm: 1.1991 2020-07-24 15:45:31,529 - mmaction - INFO - Epoch [114][920/940] lr: 3.549e-01, eta: 1 day, 6:22:55, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3244, top5_acc: 0.5715, loss_cls: 3.1248, loss: 3.1248, grad_norm: 1.1548 2020-07-24 15:45:43,678 - mmaction - INFO - Epoch [114][940/940] lr: 3.549e-01, eta: 1 day, 6:22:12, time: 0.608, data_time: 0.002, memory: 9569, top1_acc: 0.3192, top5_acc: 0.5704, loss_cls: 3.1325, loss: 3.1325, grad_norm: 1.1776 2020-07-24 15:47:59,187 - mmaction - INFO - Epoch [115][20/940] lr: 3.513e-01, eta: 1 day, 6:34:19, time: 6.584, data_time: 5.273, memory: 9569, top1_acc: 0.3133, top5_acc: 0.5678, loss_cls: 3.1434, loss: 3.1434, grad_norm: 1.1853 2020-07-24 15:48:11,931 - mmaction - INFO - Epoch [115][40/940] lr: 3.513e-01, eta: 1 day, 6:33:38, time: 0.637, data_time: 0.001, memory: 9569, top1_acc: 0.3248, top5_acc: 0.5695, loss_cls: 3.1486, loss: 3.1486, grad_norm: 1.1829 2020-07-24 15:48:26,140 - mmaction - INFO - Epoch [115][60/940] lr: 3.513e-01, eta: 1 day, 6:33:07, time: 0.710, data_time: 0.002, memory: 9569, top1_acc: 0.3184, top5_acc: 0.5684, loss_cls: 3.1374, loss: 3.1374, grad_norm: 1.1942 2020-07-24 15:48:38,995 - mmaction - INFO - Epoch [115][80/940] lr: 3.513e-01, eta: 1 day, 6:32:27, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.2982, top5_acc: 0.5574, loss_cls: 3.1970, loss: 3.1970, grad_norm: 1.1981 2020-07-24 15:48:51,971 - mmaction - INFO - Epoch [115][100/940] lr: 3.513e-01, eta: 1 day, 6:31:48, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3301, top5_acc: 0.5885, loss_cls: 3.1100, loss: 3.1100, grad_norm: 1.1819 2020-07-24 15:49:05,622 - mmaction - INFO - Epoch [115][120/940] lr: 3.513e-01, eta: 1 day, 6:31:13, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.3297, top5_acc: 0.5805, loss_cls: 3.0838, loss: 3.0838, grad_norm: 1.1979 2020-07-24 15:49:19,261 - mmaction - INFO - Epoch [115][140/940] lr: 3.513e-01, eta: 1 day, 6:30:39, time: 0.682, data_time: 0.002, memory: 9569, top1_acc: 0.3215, top5_acc: 0.5596, loss_cls: 3.1802, loss: 3.1802, grad_norm: 1.1838 2020-07-24 15:49:32,087 - mmaction - INFO - Epoch [115][160/940] lr: 3.513e-01, eta: 1 day, 6:29:59, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3227, top5_acc: 0.5736, loss_cls: 3.1143, loss: 3.1143, grad_norm: 1.1742 2020-07-24 15:49:46,240 - mmaction - INFO - Epoch [115][180/940] lr: 3.513e-01, eta: 1 day, 6:29:28, time: 0.707, data_time: 0.001, memory: 9569, top1_acc: 0.3273, top5_acc: 0.5766, loss_cls: 3.1309, loss: 3.1309, grad_norm: 1.1877 2020-07-24 15:49:59,655 - mmaction - INFO - Epoch [115][200/940] lr: 3.513e-01, eta: 1 day, 6:28:52, time: 0.671, data_time: 0.003, memory: 9569, top1_acc: 0.3109, top5_acc: 0.5580, loss_cls: 3.1759, loss: 3.1759, grad_norm: 1.1691 2020-07-24 15:50:12,636 - mmaction - INFO - Epoch [115][220/940] lr: 3.513e-01, eta: 1 day, 6:28:13, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3160, top5_acc: 0.5732, loss_cls: 3.1208, loss: 3.1208, grad_norm: 1.1803 2020-07-24 15:50:26,044 - mmaction - INFO - Epoch [115][240/940] lr: 3.513e-01, eta: 1 day, 6:27:37, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3109, top5_acc: 0.5635, loss_cls: 3.1627, loss: 3.1627, grad_norm: 1.1765 2020-07-24 15:50:39,617 - mmaction - INFO - Epoch [115][260/940] lr: 3.513e-01, eta: 1 day, 6:27:02, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3320, top5_acc: 0.5738, loss_cls: 3.1142, loss: 3.1142, grad_norm: 1.1585 2020-07-24 15:50:53,082 - mmaction - INFO - Epoch [115][280/940] lr: 3.513e-01, eta: 1 day, 6:26:27, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3182, top5_acc: 0.5678, loss_cls: 3.1391, loss: 3.1391, grad_norm: 1.1874 2020-07-24 15:51:05,984 - mmaction - INFO - Epoch [115][300/940] lr: 3.513e-01, eta: 1 day, 6:25:48, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3240, top5_acc: 0.5682, loss_cls: 3.1140, loss: 3.1140, grad_norm: 1.1912 2020-07-24 15:51:18,874 - mmaction - INFO - Epoch [115][320/940] lr: 3.513e-01, eta: 1 day, 6:25:09, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3117, top5_acc: 0.5734, loss_cls: 3.1492, loss: 3.1492, grad_norm: 1.1924 2020-07-24 15:51:32,157 - mmaction - INFO - Epoch [115][340/940] lr: 3.513e-01, eta: 1 day, 6:24:32, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.3135, top5_acc: 0.5660, loss_cls: 3.1576, loss: 3.1576, grad_norm: 1.1783 2020-07-24 15:51:45,792 - mmaction - INFO - Epoch [115][360/940] lr: 3.513e-01, eta: 1 day, 6:23:58, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.3039, top5_acc: 0.5572, loss_cls: 3.1924, loss: 3.1924, grad_norm: 1.1949 2020-07-24 15:52:00,091 - mmaction - INFO - Epoch [115][380/940] lr: 3.513e-01, eta: 1 day, 6:23:28, time: 0.715, data_time: 0.002, memory: 9569, top1_acc: 0.3121, top5_acc: 0.5594, loss_cls: 3.1724, loss: 3.1724, grad_norm: 1.1874 2020-07-24 15:52:12,940 - mmaction - INFO - Epoch [115][400/940] lr: 3.513e-01, eta: 1 day, 6:22:49, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.3137, top5_acc: 0.5682, loss_cls: 3.1280, loss: 3.1280, grad_norm: 1.2016 2020-07-24 15:52:26,362 - mmaction - INFO - Epoch [115][420/940] lr: 3.513e-01, eta: 1 day, 6:22:14, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3115, top5_acc: 0.5570, loss_cls: 3.1778, loss: 3.1778, grad_norm: 1.1648 2020-07-24 15:52:39,322 - mmaction - INFO - Epoch [115][440/940] lr: 3.513e-01, eta: 1 day, 6:21:35, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.3178, top5_acc: 0.5771, loss_cls: 3.1561, loss: 3.1561, grad_norm: 1.1565 2020-07-24 15:52:52,815 - mmaction - INFO - Epoch [115][460/940] lr: 3.513e-01, eta: 1 day, 6:21:00, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3158, top5_acc: 0.5607, loss_cls: 3.1478, loss: 3.1478, grad_norm: 1.1699 2020-07-24 15:53:05,858 - mmaction - INFO - Epoch [115][480/940] lr: 3.513e-01, eta: 1 day, 6:20:23, time: 0.652, data_time: 0.003, memory: 9569, top1_acc: 0.3016, top5_acc: 0.5580, loss_cls: 3.1748, loss: 3.1748, grad_norm: 1.1796 2020-07-24 15:53:18,713 - mmaction - INFO - Epoch [115][500/940] lr: 3.513e-01, eta: 1 day, 6:19:44, time: 0.642, data_time: 0.003, memory: 9569, top1_acc: 0.3131, top5_acc: 0.5670, loss_cls: 3.1717, loss: 3.1717, grad_norm: 1.1885 2020-07-24 15:53:32,246 - mmaction - INFO - Epoch [115][520/940] lr: 3.513e-01, eta: 1 day, 6:19:09, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3219, top5_acc: 0.5664, loss_cls: 3.1400, loss: 3.1400, grad_norm: 1.1688 2020-07-24 15:53:45,104 - mmaction - INFO - Epoch [115][540/940] lr: 3.513e-01, eta: 1 day, 6:18:30, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3025, top5_acc: 0.5543, loss_cls: 3.2007, loss: 3.2007, grad_norm: 1.1888 2020-07-24 15:53:59,205 - mmaction - INFO - Epoch [115][560/940] lr: 3.513e-01, eta: 1 day, 6:17:59, time: 0.705, data_time: 0.003, memory: 9569, top1_acc: 0.3184, top5_acc: 0.5750, loss_cls: 3.1381, loss: 3.1381, grad_norm: 1.1959 2020-07-24 15:54:12,050 - mmaction - INFO - Epoch [115][580/940] lr: 3.513e-01, eta: 1 day, 6:17:21, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3061, top5_acc: 0.5551, loss_cls: 3.2362, loss: 3.2362, grad_norm: 1.1807 2020-07-24 15:54:24,930 - mmaction - INFO - Epoch [115][600/940] lr: 3.513e-01, eta: 1 day, 6:16:42, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3107, top5_acc: 0.5631, loss_cls: 3.1700, loss: 3.1700, grad_norm: 1.1589 2020-07-24 15:54:37,845 - mmaction - INFO - Epoch [115][620/940] lr: 3.513e-01, eta: 1 day, 6:16:04, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3109, top5_acc: 0.5572, loss_cls: 3.1965, loss: 3.1965, grad_norm: 1.1706 2020-07-24 15:54:51,414 - mmaction - INFO - Epoch [115][640/940] lr: 3.513e-01, eta: 1 day, 6:15:30, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3117, top5_acc: 0.5668, loss_cls: 3.1280, loss: 3.1280, grad_norm: 1.1643 2020-07-24 15:55:04,273 - mmaction - INFO - Epoch [115][660/940] lr: 3.513e-01, eta: 1 day, 6:14:52, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3275, top5_acc: 0.5729, loss_cls: 3.1552, loss: 3.1552, grad_norm: 1.1686 2020-07-24 15:55:18,535 - mmaction - INFO - Epoch [115][680/940] lr: 3.513e-01, eta: 1 day, 6:14:22, time: 0.714, data_time: 0.003, memory: 9569, top1_acc: 0.3186, top5_acc: 0.5664, loss_cls: 3.1389, loss: 3.1389, grad_norm: 1.1814 2020-07-24 15:55:32,050 - mmaction - INFO - Epoch [115][700/940] lr: 3.513e-01, eta: 1 day, 6:13:48, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3166, top5_acc: 0.5676, loss_cls: 3.1610, loss: 3.1610, grad_norm: 1.1919 2020-07-24 15:55:45,906 - mmaction - INFO - Epoch [115][720/940] lr: 3.513e-01, eta: 1 day, 6:13:16, time: 0.693, data_time: 0.002, memory: 9569, top1_acc: 0.3154, top5_acc: 0.5666, loss_cls: 3.1500, loss: 3.1500, grad_norm: 1.1774 2020-07-24 15:55:58,914 - mmaction - INFO - Epoch [115][740/940] lr: 3.513e-01, eta: 1 day, 6:12:38, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3105, top5_acc: 0.5621, loss_cls: 3.1906, loss: 3.1906, grad_norm: 1.1860 2020-07-24 15:56:12,404 - mmaction - INFO - Epoch [115][760/940] lr: 3.513e-01, eta: 1 day, 6:12:04, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3158, top5_acc: 0.5684, loss_cls: 3.1467, loss: 3.1467, grad_norm: 1.1856 2020-07-24 15:56:25,872 - mmaction - INFO - Epoch [115][780/940] lr: 3.513e-01, eta: 1 day, 6:11:30, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3143, top5_acc: 0.5729, loss_cls: 3.1448, loss: 3.1448, grad_norm: 1.1905 2020-07-24 15:56:38,732 - mmaction - INFO - Epoch [115][800/940] lr: 3.513e-01, eta: 1 day, 6:10:51, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3104, top5_acc: 0.5701, loss_cls: 3.1528, loss: 3.1528, grad_norm: 1.1790 2020-07-24 15:56:52,150 - mmaction - INFO - Epoch [115][820/940] lr: 3.513e-01, eta: 1 day, 6:10:17, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3240, top5_acc: 0.5805, loss_cls: 3.1235, loss: 3.1235, grad_norm: 1.2120 2020-07-24 15:57:05,624 - mmaction - INFO - Epoch [115][840/940] lr: 3.513e-01, eta: 1 day, 6:09:42, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3045, top5_acc: 0.5660, loss_cls: 3.1730, loss: 3.1730, grad_norm: 1.1918 2020-07-24 15:57:18,541 - mmaction - INFO - Epoch [115][860/940] lr: 3.513e-01, eta: 1 day, 6:09:05, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3080, top5_acc: 0.5523, loss_cls: 3.2016, loss: 3.2016, grad_norm: 1.1907 2020-07-24 15:57:31,452 - mmaction - INFO - Epoch [115][880/940] lr: 3.513e-01, eta: 1 day, 6:08:27, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3135, top5_acc: 0.5564, loss_cls: 3.2018, loss: 3.2018, grad_norm: 1.1555 2020-07-24 15:57:45,061 - mmaction - INFO - Epoch [115][900/940] lr: 3.513e-01, eta: 1 day, 6:07:54, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.3080, top5_acc: 0.5625, loss_cls: 3.1965, loss: 3.1965, grad_norm: 1.1990 2020-07-24 15:57:58,607 - mmaction - INFO - Epoch [115][920/940] lr: 3.513e-01, eta: 1 day, 6:07:20, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.3117, top5_acc: 0.5633, loss_cls: 3.1663, loss: 3.1663, grad_norm: 1.1731 2020-07-24 15:58:10,849 - mmaction - INFO - Epoch [115][940/940] lr: 3.513e-01, eta: 1 day, 6:06:39, time: 0.612, data_time: 0.002, memory: 9569, top1_acc: 0.3295, top5_acc: 0.5781, loss_cls: 3.1236, loss: 3.1236, grad_norm: 1.1875 2020-07-24 16:00:47,945 - mmaction - INFO - Epoch [116][20/940] lr: 3.477e-01, eta: 1 day, 6:20:25, time: 7.698, data_time: 6.740, memory: 9569, top1_acc: 0.3146, top5_acc: 0.5627, loss_cls: 3.1594, loss: 3.1594, grad_norm: 1.2196 2020-07-24 16:01:01,084 - mmaction - INFO - Epoch [116][40/940] lr: 3.477e-01, eta: 1 day, 6:19:48, time: 0.659, data_time: 0.003, memory: 9569, top1_acc: 0.3299, top5_acc: 0.5748, loss_cls: 3.0905, loss: 3.0905, grad_norm: 1.1788 2020-07-24 16:01:14,158 - mmaction - INFO - Epoch [116][60/940] lr: 3.477e-01, eta: 1 day, 6:19:11, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3209, top5_acc: 0.5842, loss_cls: 3.0673, loss: 3.0673, grad_norm: 1.1879 2020-07-24 16:01:27,704 - mmaction - INFO - Epoch [116][80/940] lr: 3.477e-01, eta: 1 day, 6:18:36, time: 0.677, data_time: 0.003, memory: 9569, top1_acc: 0.3148, top5_acc: 0.5725, loss_cls: 3.1680, loss: 3.1680, grad_norm: 1.2054 2020-07-24 16:01:40,508 - mmaction - INFO - Epoch [116][100/940] lr: 3.477e-01, eta: 1 day, 6:17:57, time: 0.640, data_time: 0.002, memory: 9569, top1_acc: 0.3301, top5_acc: 0.5820, loss_cls: 3.0574, loss: 3.0574, grad_norm: 1.1792 2020-07-24 16:01:53,333 - mmaction - INFO - Epoch [116][120/940] lr: 3.477e-01, eta: 1 day, 6:17:19, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3162, top5_acc: 0.5705, loss_cls: 3.1518, loss: 3.1518, grad_norm: 1.2001 2020-07-24 16:02:06,847 - mmaction - INFO - Epoch [116][140/940] lr: 3.477e-01, eta: 1 day, 6:16:44, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3193, top5_acc: 0.5670, loss_cls: 3.1536, loss: 3.1536, grad_norm: 1.1794 2020-07-24 16:02:20,168 - mmaction - INFO - Epoch [116][160/940] lr: 3.477e-01, eta: 1 day, 6:16:09, time: 0.666, data_time: 0.003, memory: 9569, top1_acc: 0.3162, top5_acc: 0.5674, loss_cls: 3.1336, loss: 3.1336, grad_norm: 1.2171 2020-07-24 16:02:34,256 - mmaction - INFO - Epoch [116][180/940] lr: 3.477e-01, eta: 1 day, 6:15:38, time: 0.705, data_time: 0.002, memory: 9569, top1_acc: 0.3145, top5_acc: 0.5705, loss_cls: 3.1754, loss: 3.1754, grad_norm: 1.2107 2020-07-24 16:02:47,458 - mmaction - INFO - Epoch [116][200/940] lr: 3.477e-01, eta: 1 day, 6:15:02, time: 0.660, data_time: 0.002, memory: 9569, top1_acc: 0.3088, top5_acc: 0.5559, loss_cls: 3.2086, loss: 3.2086, grad_norm: 1.2069 2020-07-24 16:03:00,280 - mmaction - INFO - Epoch [116][220/940] lr: 3.477e-01, eta: 1 day, 6:14:23, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3213, top5_acc: 0.5695, loss_cls: 3.1220, loss: 3.1220, grad_norm: 1.1979 2020-07-24 16:03:14,424 - mmaction - INFO - Epoch [116][240/940] lr: 3.477e-01, eta: 1 day, 6:13:53, time: 0.707, data_time: 0.002, memory: 9569, top1_acc: 0.3230, top5_acc: 0.5736, loss_cls: 3.1204, loss: 3.1204, grad_norm: 1.1619 2020-07-24 16:03:27,386 - mmaction - INFO - Epoch [116][260/940] lr: 3.477e-01, eta: 1 day, 6:13:15, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3250, top5_acc: 0.5691, loss_cls: 3.1246, loss: 3.1246, grad_norm: 1.1750 2020-07-24 16:03:40,209 - mmaction - INFO - Epoch [116][280/940] lr: 3.477e-01, eta: 1 day, 6:12:37, time: 0.642, data_time: 0.003, memory: 9569, top1_acc: 0.3158, top5_acc: 0.5760, loss_cls: 3.1360, loss: 3.1360, grad_norm: 1.1973 2020-07-24 16:03:53,594 - mmaction - INFO - Epoch [116][300/940] lr: 3.477e-01, eta: 1 day, 6:12:02, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3193, top5_acc: 0.5705, loss_cls: 3.1565, loss: 3.1565, grad_norm: 1.1634 2020-07-24 16:04:07,281 - mmaction - INFO - Epoch [116][320/940] lr: 3.477e-01, eta: 1 day, 6:11:29, time: 0.684, data_time: 0.002, memory: 9569, top1_acc: 0.3230, top5_acc: 0.5764, loss_cls: 3.1091, loss: 3.1091, grad_norm: 1.1858 2020-07-24 16:04:20,083 - mmaction - INFO - Epoch [116][340/940] lr: 3.477e-01, eta: 1 day, 6:10:50, time: 0.639, data_time: 0.002, memory: 9569, top1_acc: 0.3213, top5_acc: 0.5707, loss_cls: 3.1066, loss: 3.1066, grad_norm: 1.1895 2020-07-24 16:04:33,505 - mmaction - INFO - Epoch [116][360/940] lr: 3.477e-01, eta: 1 day, 6:10:16, time: 0.672, data_time: 0.003, memory: 9569, top1_acc: 0.3264, top5_acc: 0.5746, loss_cls: 3.1068, loss: 3.1068, grad_norm: 1.1823 2020-07-24 16:04:47,339 - mmaction - INFO - Epoch [116][380/940] lr: 3.477e-01, eta: 1 day, 6:09:44, time: 0.692, data_time: 0.003, memory: 9569, top1_acc: 0.3170, top5_acc: 0.5650, loss_cls: 3.1889, loss: 3.1889, grad_norm: 1.1827 2020-07-24 16:05:00,115 - mmaction - INFO - Epoch [116][400/940] lr: 3.477e-01, eta: 1 day, 6:09:05, time: 0.638, data_time: 0.002, memory: 9569, top1_acc: 0.3258, top5_acc: 0.5766, loss_cls: 3.1247, loss: 3.1247, grad_norm: 1.1796 2020-07-24 16:05:13,439 - mmaction - INFO - Epoch [116][420/940] lr: 3.477e-01, eta: 1 day, 6:08:30, time: 0.667, data_time: 0.003, memory: 9569, top1_acc: 0.3102, top5_acc: 0.5582, loss_cls: 3.2224, loss: 3.2224, grad_norm: 1.1973 2020-07-24 16:05:27,386 - mmaction - INFO - Epoch [116][440/940] lr: 3.477e-01, eta: 1 day, 6:07:59, time: 0.697, data_time: 0.001, memory: 9569, top1_acc: 0.3207, top5_acc: 0.5631, loss_cls: 3.1611, loss: 3.1611, grad_norm: 1.1788 2020-07-24 16:05:40,160 - mmaction - INFO - Epoch [116][460/940] lr: 3.477e-01, eta: 1 day, 6:07:21, time: 0.638, data_time: 0.002, memory: 9569, top1_acc: 0.3189, top5_acc: 0.5684, loss_cls: 3.1524, loss: 3.1524, grad_norm: 1.1631 2020-07-24 16:05:52,996 - mmaction - INFO - Epoch [116][480/940] lr: 3.477e-01, eta: 1 day, 6:06:43, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3260, top5_acc: 0.5654, loss_cls: 3.1376, loss: 3.1376, grad_norm: 1.1567 2020-07-24 16:06:06,426 - mmaction - INFO - Epoch [116][500/940] lr: 3.477e-01, eta: 1 day, 6:06:09, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3109, top5_acc: 0.5568, loss_cls: 3.1676, loss: 3.1676, grad_norm: 1.2132 2020-07-24 16:06:20,269 - mmaction - INFO - Epoch [116][520/940] lr: 3.477e-01, eta: 1 day, 6:05:37, time: 0.692, data_time: 0.003, memory: 9569, top1_acc: 0.3191, top5_acc: 0.5592, loss_cls: 3.1730, loss: 3.1730, grad_norm: 1.1998 2020-07-24 16:06:33,560 - mmaction - INFO - Epoch [116][540/940] lr: 3.477e-01, eta: 1 day, 6:05:02, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.3271, top5_acc: 0.5756, loss_cls: 3.1116, loss: 3.1116, grad_norm: 1.1871 2020-07-24 16:06:46,893 - mmaction - INFO - Epoch [116][560/940] lr: 3.477e-01, eta: 1 day, 6:04:27, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.3115, top5_acc: 0.5652, loss_cls: 3.1598, loss: 3.1598, grad_norm: 1.1938 2020-07-24 16:07:00,440 - mmaction - INFO - Epoch [116][580/940] lr: 3.477e-01, eta: 1 day, 6:03:54, time: 0.679, data_time: 0.003, memory: 9569, top1_acc: 0.3217, top5_acc: 0.5713, loss_cls: 3.1262, loss: 3.1262, grad_norm: 1.1795 2020-07-24 16:07:13,265 - mmaction - INFO - Epoch [116][600/940] lr: 3.477e-01, eta: 1 day, 6:03:16, time: 0.640, data_time: 0.001, memory: 9569, top1_acc: 0.3213, top5_acc: 0.5736, loss_cls: 3.1519, loss: 3.1519, grad_norm: 1.1886 2020-07-24 16:07:27,188 - mmaction - INFO - Epoch [116][620/940] lr: 3.477e-01, eta: 1 day, 6:02:45, time: 0.696, data_time: 0.003, memory: 9569, top1_acc: 0.3143, top5_acc: 0.5609, loss_cls: 3.1742, loss: 3.1742, grad_norm: 1.2072 2020-07-24 16:07:40,239 - mmaction - INFO - Epoch [116][640/940] lr: 3.477e-01, eta: 1 day, 6:02:09, time: 0.653, data_time: 0.004, memory: 9569, top1_acc: 0.3191, top5_acc: 0.5721, loss_cls: 3.1376, loss: 3.1376, grad_norm: 1.1778 2020-07-24 16:07:53,138 - mmaction - INFO - Epoch [116][660/940] lr: 3.477e-01, eta: 1 day, 6:01:32, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.3148, top5_acc: 0.5680, loss_cls: 3.1216, loss: 3.1216, grad_norm: 1.1723 2020-07-24 16:08:06,005 - mmaction - INFO - Epoch [116][680/940] lr: 3.477e-01, eta: 1 day, 6:00:55, time: 0.643, data_time: 0.003, memory: 9569, top1_acc: 0.3176, top5_acc: 0.5680, loss_cls: 3.1701, loss: 3.1701, grad_norm: 1.1746 2020-07-24 16:08:20,033 - mmaction - INFO - Epoch [116][700/940] lr: 3.477e-01, eta: 1 day, 6:00:24, time: 0.699, data_time: 0.003, memory: 9569, top1_acc: 0.3291, top5_acc: 0.5754, loss_cls: 3.1029, loss: 3.1029, grad_norm: 1.1772 2020-07-24 16:08:33,290 - mmaction - INFO - Epoch [116][720/940] lr: 3.477e-01, eta: 1 day, 5:59:49, time: 0.666, data_time: 0.005, memory: 9569, top1_acc: 0.3158, top5_acc: 0.5754, loss_cls: 3.1306, loss: 3.1306, grad_norm: 1.1867 2020-07-24 16:08:46,217 - mmaction - INFO - Epoch [116][740/940] lr: 3.477e-01, eta: 1 day, 5:59:13, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3287, top5_acc: 0.5789, loss_cls: 3.0932, loss: 3.0932, grad_norm: 1.2106 2020-07-24 16:08:59,839 - mmaction - INFO - Epoch [116][760/940] lr: 3.477e-01, eta: 1 day, 5:58:40, time: 0.679, data_time: 0.001, memory: 9569, top1_acc: 0.3178, top5_acc: 0.5605, loss_cls: 3.1378, loss: 3.1378, grad_norm: 1.1877 2020-07-24 16:09:13,695 - mmaction - INFO - Epoch [116][780/940] lr: 3.477e-01, eta: 1 day, 5:58:09, time: 0.694, data_time: 0.003, memory: 9569, top1_acc: 0.3096, top5_acc: 0.5588, loss_cls: 3.1615, loss: 3.1615, grad_norm: 1.1814 2020-07-24 16:09:26,581 - mmaction - INFO - Epoch [116][800/940] lr: 3.477e-01, eta: 1 day, 5:57:32, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3193, top5_acc: 0.5713, loss_cls: 3.1368, loss: 3.1368, grad_norm: 1.1886 2020-07-24 16:09:40,343 - mmaction - INFO - Epoch [116][820/940] lr: 3.477e-01, eta: 1 day, 5:57:00, time: 0.688, data_time: 0.002, memory: 9569, top1_acc: 0.3197, top5_acc: 0.5686, loss_cls: 3.1281, loss: 3.1281, grad_norm: 1.1922 2020-07-24 16:09:53,205 - mmaction - INFO - Epoch [116][840/940] lr: 3.477e-01, eta: 1 day, 5:56:23, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3207, top5_acc: 0.5693, loss_cls: 3.1370, loss: 3.1370, grad_norm: 1.1931 2020-07-24 16:10:06,732 - mmaction - INFO - Epoch [116][860/940] lr: 3.477e-01, eta: 1 day, 5:55:50, time: 0.676, data_time: 0.001, memory: 9569, top1_acc: 0.3156, top5_acc: 0.5686, loss_cls: 3.1444, loss: 3.1444, grad_norm: 1.2441 2020-07-24 16:10:20,222 - mmaction - INFO - Epoch [116][880/940] lr: 3.477e-01, eta: 1 day, 5:55:17, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3098, top5_acc: 0.5664, loss_cls: 3.1617, loss: 3.1617, grad_norm: 1.1793 2020-07-24 16:10:33,259 - mmaction - INFO - Epoch [116][900/940] lr: 3.477e-01, eta: 1 day, 5:54:41, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3076, top5_acc: 0.5676, loss_cls: 3.1744, loss: 3.1744, grad_norm: 1.1825 2020-07-24 16:10:46,141 - mmaction - INFO - Epoch [116][920/940] lr: 3.477e-01, eta: 1 day, 5:54:05, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3178, top5_acc: 0.5697, loss_cls: 3.1679, loss: 3.1679, grad_norm: 1.1746 2020-07-24 16:10:58,531 - mmaction - INFO - Epoch [116][940/940] lr: 3.477e-01, eta: 1 day, 5:53:25, time: 0.620, data_time: 0.002, memory: 9569, top1_acc: 0.3214, top5_acc: 0.5595, loss_cls: 3.1567, loss: 3.1567, grad_norm: 1.1858 2020-07-24 16:11:04,343 - mmaction - INFO - Saving checkpoint at 116 epochs 2020-07-24 16:13:20,399 - mmaction - INFO - Epoch [117][20/940] lr: 3.440e-01, eta: 1 day, 6:04:38, time: 6.735, data_time: 5.947, memory: 9569, top1_acc: 0.3209, top5_acc: 0.5729, loss_cls: 3.1349, loss: 3.1349, grad_norm: 1.2219 2020-07-24 16:13:33,666 - mmaction - INFO - Epoch [117][40/940] lr: 3.440e-01, eta: 1 day, 6:04:04, time: 0.664, data_time: 0.005, memory: 9569, top1_acc: 0.3166, top5_acc: 0.5652, loss_cls: 3.1632, loss: 3.1632, grad_norm: 1.1851 2020-07-24 16:13:46,968 - mmaction - INFO - Epoch [117][60/940] lr: 3.440e-01, eta: 1 day, 6:03:29, time: 0.666, data_time: 0.003, memory: 9569, top1_acc: 0.3242, top5_acc: 0.5811, loss_cls: 3.0915, loss: 3.0915, grad_norm: 1.1869 2020-07-24 16:13:59,921 - mmaction - INFO - Epoch [117][80/940] lr: 3.440e-01, eta: 1 day, 6:02:52, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3121, top5_acc: 0.5777, loss_cls: 3.1173, loss: 3.1173, grad_norm: 1.2064 2020-07-24 16:14:13,307 - mmaction - INFO - Epoch [117][100/940] lr: 3.440e-01, eta: 1 day, 6:02:18, time: 0.671, data_time: 0.004, memory: 9569, top1_acc: 0.3123, top5_acc: 0.5689, loss_cls: 3.1618, loss: 3.1618, grad_norm: 1.1991 2020-07-24 16:14:26,028 - mmaction - INFO - Epoch [117][120/940] lr: 3.440e-01, eta: 1 day, 6:01:40, time: 0.636, data_time: 0.002, memory: 9569, top1_acc: 0.3297, top5_acc: 0.5824, loss_cls: 3.1059, loss: 3.1059, grad_norm: 1.1994 2020-07-24 16:14:39,587 - mmaction - INFO - Epoch [117][140/940] lr: 3.440e-01, eta: 1 day, 6:01:07, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.3156, top5_acc: 0.5803, loss_cls: 3.1295, loss: 3.1295, grad_norm: 1.1944 2020-07-24 16:14:53,205 - mmaction - INFO - Epoch [117][160/940] lr: 3.440e-01, eta: 1 day, 6:00:34, time: 0.681, data_time: 0.002, memory: 9569, top1_acc: 0.3205, top5_acc: 0.5760, loss_cls: 3.0974, loss: 3.0974, grad_norm: 1.1765 2020-07-24 16:15:06,136 - mmaction - INFO - Epoch [117][180/940] lr: 3.440e-01, eta: 1 day, 5:59:57, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3209, top5_acc: 0.5615, loss_cls: 3.1487, loss: 3.1487, grad_norm: 1.2000 2020-07-24 16:15:19,125 - mmaction - INFO - Epoch [117][200/940] lr: 3.440e-01, eta: 1 day, 5:59:21, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.3215, top5_acc: 0.5742, loss_cls: 3.1215, loss: 3.1215, grad_norm: 1.1874 2020-07-24 16:15:32,527 - mmaction - INFO - Epoch [117][220/940] lr: 3.440e-01, eta: 1 day, 5:58:47, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3262, top5_acc: 0.5730, loss_cls: 3.1104, loss: 3.1104, grad_norm: 1.1902 2020-07-24 16:15:45,469 - mmaction - INFO - Epoch [117][240/940] lr: 3.440e-01, eta: 1 day, 5:58:10, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3172, top5_acc: 0.5732, loss_cls: 3.1709, loss: 3.1709, grad_norm: 1.2008 2020-07-24 16:15:59,630 - mmaction - INFO - Epoch [117][260/940] lr: 3.440e-01, eta: 1 day, 5:57:41, time: 0.707, data_time: 0.009, memory: 9569, top1_acc: 0.3303, top5_acc: 0.5809, loss_cls: 3.0793, loss: 3.0793, grad_norm: 1.1941 2020-07-24 16:16:13,270 - mmaction - INFO - Epoch [117][280/940] lr: 3.440e-01, eta: 1 day, 5:57:08, time: 0.682, data_time: 0.002, memory: 9569, top1_acc: 0.3215, top5_acc: 0.5623, loss_cls: 3.1811, loss: 3.1811, grad_norm: 1.2135 2020-07-24 16:16:26,953 - mmaction - INFO - Epoch [117][300/940] lr: 3.440e-01, eta: 1 day, 5:56:36, time: 0.685, data_time: 0.003, memory: 9569, top1_acc: 0.3113, top5_acc: 0.5682, loss_cls: 3.1313, loss: 3.1313, grad_norm: 1.2034 2020-07-24 16:16:39,789 - mmaction - INFO - Epoch [117][320/940] lr: 3.440e-01, eta: 1 day, 5:55:59, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.3117, top5_acc: 0.5617, loss_cls: 3.1938, loss: 3.1938, grad_norm: 1.1922 2020-07-24 16:16:53,222 - mmaction - INFO - Epoch [117][340/940] lr: 3.440e-01, eta: 1 day, 5:55:26, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3197, top5_acc: 0.5713, loss_cls: 3.1530, loss: 3.1530, grad_norm: 1.1746 2020-07-24 16:17:06,098 - mmaction - INFO - Epoch [117][360/940] lr: 3.440e-01, eta: 1 day, 5:54:49, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3180, top5_acc: 0.5664, loss_cls: 3.1483, loss: 3.1483, grad_norm: 1.1705 2020-07-24 16:17:19,383 - mmaction - INFO - Epoch [117][380/940] lr: 3.440e-01, eta: 1 day, 5:54:15, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.3182, top5_acc: 0.5664, loss_cls: 3.1551, loss: 3.1551, grad_norm: 1.1692 2020-07-24 16:17:32,956 - mmaction - INFO - Epoch [117][400/940] lr: 3.440e-01, eta: 1 day, 5:53:42, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3066, top5_acc: 0.5594, loss_cls: 3.1846, loss: 3.1846, grad_norm: 1.1979 2020-07-24 16:17:46,385 - mmaction - INFO - Epoch [117][420/940] lr: 3.440e-01, eta: 1 day, 5:53:09, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3053, top5_acc: 0.5672, loss_cls: 3.1504, loss: 3.1504, grad_norm: 1.1737 2020-07-24 16:18:00,322 - mmaction - INFO - Epoch [117][440/940] lr: 3.440e-01, eta: 1 day, 5:52:38, time: 0.697, data_time: 0.002, memory: 9569, top1_acc: 0.3102, top5_acc: 0.5715, loss_cls: 3.1260, loss: 3.1260, grad_norm: 1.1904 2020-07-24 16:18:13,740 - mmaction - INFO - Epoch [117][460/940] lr: 3.440e-01, eta: 1 day, 5:52:05, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.3178, top5_acc: 0.5689, loss_cls: 3.1261, loss: 3.1261, grad_norm: 1.1834 2020-07-24 16:18:27,186 - mmaction - INFO - Epoch [117][480/940] lr: 3.440e-01, eta: 1 day, 5:51:32, time: 0.673, data_time: 0.003, memory: 9569, top1_acc: 0.3059, top5_acc: 0.5666, loss_cls: 3.1886, loss: 3.1886, grad_norm: 1.1964 2020-07-24 16:18:40,232 - mmaction - INFO - Epoch [117][500/940] lr: 3.440e-01, eta: 1 day, 5:50:56, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3164, top5_acc: 0.5752, loss_cls: 3.1398, loss: 3.1398, grad_norm: 1.1823 2020-07-24 16:18:53,760 - mmaction - INFO - Epoch [117][520/940] lr: 3.440e-01, eta: 1 day, 5:50:24, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3051, top5_acc: 0.5619, loss_cls: 3.1908, loss: 3.1908, grad_norm: 1.1815 2020-07-24 16:19:07,274 - mmaction - INFO - Epoch [117][540/940] lr: 3.440e-01, eta: 1 day, 5:49:51, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3141, top5_acc: 0.5627, loss_cls: 3.1535, loss: 3.1535, grad_norm: 1.1960 2020-07-24 16:19:20,672 - mmaction - INFO - Epoch [117][560/940] lr: 3.440e-01, eta: 1 day, 5:49:18, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3242, top5_acc: 0.5721, loss_cls: 3.1157, loss: 3.1157, grad_norm: 1.1745 2020-07-24 16:19:34,413 - mmaction - INFO - Epoch [117][580/940] lr: 3.440e-01, eta: 1 day, 5:48:46, time: 0.687, data_time: 0.003, memory: 9569, top1_acc: 0.3211, top5_acc: 0.5828, loss_cls: 3.0600, loss: 3.0600, grad_norm: 1.1910 2020-07-24 16:19:47,254 - mmaction - INFO - Epoch [117][600/940] lr: 3.440e-01, eta: 1 day, 5:48:10, time: 0.643, data_time: 0.003, memory: 9569, top1_acc: 0.3203, top5_acc: 0.5834, loss_cls: 3.0951, loss: 3.0951, grad_norm: 1.2051 2020-07-24 16:20:00,741 - mmaction - INFO - Epoch [117][620/940] lr: 3.440e-01, eta: 1 day, 5:47:37, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3277, top5_acc: 0.5816, loss_cls: 3.1071, loss: 3.1071, grad_norm: 1.2142 2020-07-24 16:20:14,183 - mmaction - INFO - Epoch [117][640/940] lr: 3.440e-01, eta: 1 day, 5:47:04, time: 0.672, data_time: 0.003, memory: 9569, top1_acc: 0.3162, top5_acc: 0.5773, loss_cls: 3.1277, loss: 3.1277, grad_norm: 1.1814 2020-07-24 16:20:27,134 - mmaction - INFO - Epoch [117][660/940] lr: 3.440e-01, eta: 1 day, 5:46:28, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.3143, top5_acc: 0.5623, loss_cls: 3.1777, loss: 3.1777, grad_norm: 1.1968 2020-07-24 16:20:40,523 - mmaction - INFO - Epoch [117][680/940] lr: 3.440e-01, eta: 1 day, 5:45:55, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3125, top5_acc: 0.5652, loss_cls: 3.1361, loss: 3.1361, grad_norm: 1.1938 2020-07-24 16:20:53,370 - mmaction - INFO - Epoch [117][700/940] lr: 3.440e-01, eta: 1 day, 5:45:19, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3139, top5_acc: 0.5637, loss_cls: 3.1796, loss: 3.1796, grad_norm: 1.2091 2020-07-24 16:21:06,894 - mmaction - INFO - Epoch [117][720/940] lr: 3.440e-01, eta: 1 day, 5:44:47, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3133, top5_acc: 0.5547, loss_cls: 3.1924, loss: 3.1924, grad_norm: 1.1683 2020-07-24 16:21:20,570 - mmaction - INFO - Epoch [117][740/940] lr: 3.440e-01, eta: 1 day, 5:44:15, time: 0.683, data_time: 0.001, memory: 9569, top1_acc: 0.3187, top5_acc: 0.5715, loss_cls: 3.1434, loss: 3.1434, grad_norm: 1.1770 2020-07-24 16:21:34,123 - mmaction - INFO - Epoch [117][760/940] lr: 3.440e-01, eta: 1 day, 5:43:43, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.3203, top5_acc: 0.5734, loss_cls: 3.1021, loss: 3.1021, grad_norm: 1.1836 2020-07-24 16:21:47,570 - mmaction - INFO - Epoch [117][780/940] lr: 3.440e-01, eta: 1 day, 5:43:10, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3166, top5_acc: 0.5725, loss_cls: 3.1695, loss: 3.1695, grad_norm: 1.2035 2020-07-24 16:22:01,400 - mmaction - INFO - Epoch [117][800/940] lr: 3.440e-01, eta: 1 day, 5:42:40, time: 0.691, data_time: 0.001, memory: 9569, top1_acc: 0.3215, top5_acc: 0.5670, loss_cls: 3.1453, loss: 3.1453, grad_norm: 1.1903 2020-07-24 16:22:14,417 - mmaction - INFO - Epoch [117][820/940] lr: 3.440e-01, eta: 1 day, 5:42:05, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3160, top5_acc: 0.5637, loss_cls: 3.1628, loss: 3.1628, grad_norm: 1.1811 2020-07-24 16:22:27,347 - mmaction - INFO - Epoch [117][840/940] lr: 3.440e-01, eta: 1 day, 5:41:29, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3160, top5_acc: 0.5678, loss_cls: 3.1517, loss: 3.1517, grad_norm: 1.1865 2020-07-24 16:22:41,577 - mmaction - INFO - Epoch [117][860/940] lr: 3.440e-01, eta: 1 day, 5:41:01, time: 0.712, data_time: 0.003, memory: 9569, top1_acc: 0.3172, top5_acc: 0.5654, loss_cls: 3.1405, loss: 3.1405, grad_norm: 1.1978 2020-07-24 16:22:54,642 - mmaction - INFO - Epoch [117][880/940] lr: 3.440e-01, eta: 1 day, 5:40:27, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.2980, top5_acc: 0.5504, loss_cls: 3.2473, loss: 3.2473, grad_norm: 1.1916 2020-07-24 16:23:08,100 - mmaction - INFO - Epoch [117][900/940] lr: 3.440e-01, eta: 1 day, 5:39:54, time: 0.672, data_time: 0.001, memory: 9569, top1_acc: 0.3186, top5_acc: 0.5740, loss_cls: 3.1468, loss: 3.1468, grad_norm: 1.1567 2020-07-24 16:23:22,225 - mmaction - INFO - Epoch [117][920/940] lr: 3.440e-01, eta: 1 day, 5:39:25, time: 0.705, data_time: 0.003, memory: 9569, top1_acc: 0.3293, top5_acc: 0.5713, loss_cls: 3.1040, loss: 3.1040, grad_norm: 1.1749 2020-07-24 16:23:34,958 - mmaction - INFO - Epoch [117][940/940] lr: 3.440e-01, eta: 1 day, 5:38:49, time: 0.638, data_time: 0.003, memory: 9569, top1_acc: 0.3255, top5_acc: 0.5743, loss_cls: 3.1413, loss: 3.1413, grad_norm: 1.2110 2020-07-24 16:26:12,856 - mmaction - INFO - Epoch [118][20/940] lr: 3.404e-01, eta: 1 day, 5:51:02, time: 7.565, data_time: 5.759, memory: 9569, top1_acc: 0.3150, top5_acc: 0.5732, loss_cls: 3.1413, loss: 3.1413, grad_norm: 1.2226 2020-07-24 16:26:26,253 - mmaction - INFO - Epoch [118][40/940] lr: 3.404e-01, eta: 1 day, 5:50:29, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3146, top5_acc: 0.5641, loss_cls: 3.1485, loss: 3.1485, grad_norm: 1.1725 2020-07-24 16:26:39,260 - mmaction - INFO - Epoch [118][60/940] lr: 3.404e-01, eta: 1 day, 5:49:53, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3160, top5_acc: 0.5777, loss_cls: 3.1187, loss: 3.1187, grad_norm: 1.1806 2020-07-24 16:26:52,777 - mmaction - INFO - Epoch [118][80/940] lr: 3.404e-01, eta: 1 day, 5:49:21, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3219, top5_acc: 0.5682, loss_cls: 3.1112, loss: 3.1112, grad_norm: 1.1854 2020-07-24 16:27:05,811 - mmaction - INFO - Epoch [118][100/940] lr: 3.404e-01, eta: 1 day, 5:48:45, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3260, top5_acc: 0.5867, loss_cls: 3.0817, loss: 3.0817, grad_norm: 1.2055 2020-07-24 16:27:19,339 - mmaction - INFO - Epoch [118][120/940] lr: 3.404e-01, eta: 1 day, 5:48:13, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3178, top5_acc: 0.5682, loss_cls: 3.1636, loss: 3.1636, grad_norm: 1.2084 2020-07-24 16:27:32,748 - mmaction - INFO - Epoch [118][140/940] lr: 3.404e-01, eta: 1 day, 5:47:40, time: 0.671, data_time: 0.003, memory: 9569, top1_acc: 0.3154, top5_acc: 0.5719, loss_cls: 3.1445, loss: 3.1445, grad_norm: 1.1868 2020-07-24 16:27:45,528 - mmaction - INFO - Epoch [118][160/940] lr: 3.404e-01, eta: 1 day, 5:47:03, time: 0.639, data_time: 0.002, memory: 9569, top1_acc: 0.3193, top5_acc: 0.5662, loss_cls: 3.1718, loss: 3.1718, grad_norm: 1.1912 2020-07-24 16:27:59,055 - mmaction - INFO - Epoch [118][180/940] lr: 3.404e-01, eta: 1 day, 5:46:31, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3293, top5_acc: 0.5832, loss_cls: 3.0849, loss: 3.0849, grad_norm: 1.1733 2020-07-24 16:28:11,897 - mmaction - INFO - Epoch [118][200/940] lr: 3.404e-01, eta: 1 day, 5:45:54, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3129, top5_acc: 0.5770, loss_cls: 3.1392, loss: 3.1392, grad_norm: 1.1915 2020-07-24 16:28:25,336 - mmaction - INFO - Epoch [118][220/940] lr: 3.404e-01, eta: 1 day, 5:45:22, time: 0.673, data_time: 0.003, memory: 9569, top1_acc: 0.3070, top5_acc: 0.5687, loss_cls: 3.1784, loss: 3.1784, grad_norm: 1.1941 2020-07-24 16:28:38,524 - mmaction - INFO - Epoch [118][240/940] lr: 3.404e-01, eta: 1 day, 5:44:47, time: 0.659, data_time: 0.003, memory: 9569, top1_acc: 0.3332, top5_acc: 0.5777, loss_cls: 3.1050, loss: 3.1050, grad_norm: 1.1981 2020-07-24 16:28:52,180 - mmaction - INFO - Epoch [118][260/940] lr: 3.404e-01, eta: 1 day, 5:44:16, time: 0.683, data_time: 0.003, memory: 9569, top1_acc: 0.3303, top5_acc: 0.5830, loss_cls: 3.0833, loss: 3.0833, grad_norm: 1.2121 2020-07-24 16:29:05,452 - mmaction - INFO - Epoch [118][280/940] lr: 3.404e-01, eta: 1 day, 5:43:42, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3176, top5_acc: 0.5703, loss_cls: 3.1009, loss: 3.1009, grad_norm: 1.2110 2020-07-24 16:29:18,889 - mmaction - INFO - Epoch [118][300/940] lr: 3.404e-01, eta: 1 day, 5:43:10, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3227, top5_acc: 0.5811, loss_cls: 3.0761, loss: 3.0761, grad_norm: 1.1935 2020-07-24 16:29:32,501 - mmaction - INFO - Epoch [118][320/940] lr: 3.404e-01, eta: 1 day, 5:42:38, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.3174, top5_acc: 0.5715, loss_cls: 3.1219, loss: 3.1219, grad_norm: 1.1831 2020-07-24 16:29:45,836 - mmaction - INFO - Epoch [118][340/940] lr: 3.404e-01, eta: 1 day, 5:42:04, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3211, top5_acc: 0.5666, loss_cls: 3.1527, loss: 3.1527, grad_norm: 1.1842 2020-07-24 16:29:59,526 - mmaction - INFO - Epoch [118][360/940] lr: 3.404e-01, eta: 1 day, 5:41:33, time: 0.684, data_time: 0.002, memory: 9569, top1_acc: 0.3297, top5_acc: 0.5855, loss_cls: 3.1007, loss: 3.1007, grad_norm: 1.1716 2020-07-24 16:30:13,311 - mmaction - INFO - Epoch [118][380/940] lr: 3.404e-01, eta: 1 day, 5:41:03, time: 0.690, data_time: 0.002, memory: 9569, top1_acc: 0.3303, top5_acc: 0.5787, loss_cls: 3.0987, loss: 3.0987, grad_norm: 1.2015 2020-07-24 16:30:26,097 - mmaction - INFO - Epoch [118][400/940] lr: 3.404e-01, eta: 1 day, 5:40:26, time: 0.639, data_time: 0.001, memory: 9569, top1_acc: 0.3137, top5_acc: 0.5572, loss_cls: 3.1720, loss: 3.1720, grad_norm: 1.2029 2020-07-24 16:30:38,968 - mmaction - INFO - Epoch [118][420/940] lr: 3.404e-01, eta: 1 day, 5:39:51, time: 0.643, data_time: 0.003, memory: 9569, top1_acc: 0.3166, top5_acc: 0.5758, loss_cls: 3.1193, loss: 3.1193, grad_norm: 1.2029 2020-07-24 16:30:53,221 - mmaction - INFO - Epoch [118][440/940] lr: 3.404e-01, eta: 1 day, 5:39:23, time: 0.712, data_time: 0.003, memory: 9569, top1_acc: 0.3148, top5_acc: 0.5633, loss_cls: 3.1736, loss: 3.1736, grad_norm: 1.1968 2020-07-24 16:31:06,654 - mmaction - INFO - Epoch [118][460/940] lr: 3.404e-01, eta: 1 day, 5:38:50, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3213, top5_acc: 0.5635, loss_cls: 3.1502, loss: 3.1502, grad_norm: 1.2073 2020-07-24 16:31:20,474 - mmaction - INFO - Epoch [118][480/940] lr: 3.404e-01, eta: 1 day, 5:38:20, time: 0.690, data_time: 0.003, memory: 9569, top1_acc: 0.3176, top5_acc: 0.5740, loss_cls: 3.1163, loss: 3.1163, grad_norm: 1.1801 2020-07-24 16:31:33,766 - mmaction - INFO - Epoch [118][500/940] lr: 3.404e-01, eta: 1 day, 5:37:47, time: 0.666, data_time: 0.003, memory: 9569, top1_acc: 0.3227, top5_acc: 0.5756, loss_cls: 3.1044, loss: 3.1044, grad_norm: 1.2087 2020-07-24 16:31:47,165 - mmaction - INFO - Epoch [118][520/940] lr: 3.404e-01, eta: 1 day, 5:37:14, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3102, top5_acc: 0.5652, loss_cls: 3.1482, loss: 3.1482, grad_norm: 1.1945 2020-07-24 16:32:00,712 - mmaction - INFO - Epoch [118][540/940] lr: 3.404e-01, eta: 1 day, 5:36:42, time: 0.677, data_time: 0.001, memory: 9569, top1_acc: 0.3148, top5_acc: 0.5678, loss_cls: 3.1486, loss: 3.1486, grad_norm: 1.1995 2020-07-24 16:32:13,551 - mmaction - INFO - Epoch [118][560/940] lr: 3.404e-01, eta: 1 day, 5:36:07, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3283, top5_acc: 0.5766, loss_cls: 3.1359, loss: 3.1359, grad_norm: 1.1863 2020-07-24 16:32:27,200 - mmaction - INFO - Epoch [118][580/940] lr: 3.404e-01, eta: 1 day, 5:35:36, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.3244, top5_acc: 0.5721, loss_cls: 3.1220, loss: 3.1220, grad_norm: 1.2047 2020-07-24 16:32:40,524 - mmaction - INFO - Epoch [118][600/940] lr: 3.404e-01, eta: 1 day, 5:35:03, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.3273, top5_acc: 0.5779, loss_cls: 3.1036, loss: 3.1036, grad_norm: 1.1918 2020-07-24 16:32:53,403 - mmaction - INFO - Epoch [118][620/940] lr: 3.404e-01, eta: 1 day, 5:34:27, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3182, top5_acc: 0.5740, loss_cls: 3.1052, loss: 3.1052, grad_norm: 1.2314 2020-07-24 16:33:07,376 - mmaction - INFO - Epoch [118][640/940] lr: 3.404e-01, eta: 1 day, 5:33:58, time: 0.697, data_time: 0.001, memory: 9569, top1_acc: 0.3176, top5_acc: 0.5574, loss_cls: 3.1879, loss: 3.1879, grad_norm: 1.1695 2020-07-24 16:33:20,253 - mmaction - INFO - Epoch [118][660/940] lr: 3.404e-01, eta: 1 day, 5:33:23, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3088, top5_acc: 0.5701, loss_cls: 3.1523, loss: 3.1523, grad_norm: 1.1890 2020-07-24 16:33:33,697 - mmaction - INFO - Epoch [118][680/940] lr: 3.404e-01, eta: 1 day, 5:32:51, time: 0.673, data_time: 0.003, memory: 9569, top1_acc: 0.3232, top5_acc: 0.5766, loss_cls: 3.1354, loss: 3.1354, grad_norm: 1.2051 2020-07-24 16:33:46,589 - mmaction - INFO - Epoch [118][700/940] lr: 3.404e-01, eta: 1 day, 5:32:16, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3164, top5_acc: 0.5584, loss_cls: 3.1608, loss: 3.1608, grad_norm: 1.1775 2020-07-24 16:33:59,704 - mmaction - INFO - Epoch [118][720/940] lr: 3.404e-01, eta: 1 day, 5:31:42, time: 0.656, data_time: 0.003, memory: 9569, top1_acc: 0.3285, top5_acc: 0.5752, loss_cls: 3.1035, loss: 3.1035, grad_norm: 1.1940 2020-07-24 16:34:12,615 - mmaction - INFO - Epoch [118][740/940] lr: 3.404e-01, eta: 1 day, 5:31:07, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3285, top5_acc: 0.5672, loss_cls: 3.1287, loss: 3.1287, grad_norm: 1.1993 2020-07-24 16:34:25,599 - mmaction - INFO - Epoch [118][760/940] lr: 3.404e-01, eta: 1 day, 5:30:33, time: 0.651, data_time: 0.003, memory: 9569, top1_acc: 0.3051, top5_acc: 0.5641, loss_cls: 3.2039, loss: 3.2039, grad_norm: 1.1812 2020-07-24 16:34:39,210 - mmaction - INFO - Epoch [118][780/940] lr: 3.404e-01, eta: 1 day, 5:30:02, time: 0.680, data_time: 0.001, memory: 9569, top1_acc: 0.3186, top5_acc: 0.5754, loss_cls: 3.1290, loss: 3.1290, grad_norm: 1.1959 2020-07-24 16:34:52,574 - mmaction - INFO - Epoch [118][800/940] lr: 3.404e-01, eta: 1 day, 5:29:29, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.3244, top5_acc: 0.5672, loss_cls: 3.1435, loss: 3.1435, grad_norm: 1.1805 2020-07-24 16:35:05,689 - mmaction - INFO - Epoch [118][820/940] lr: 3.404e-01, eta: 1 day, 5:28:56, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.3209, top5_acc: 0.5691, loss_cls: 3.1506, loss: 3.1506, grad_norm: 1.2089 2020-07-24 16:35:19,700 - mmaction - INFO - Epoch [118][840/940] lr: 3.404e-01, eta: 1 day, 5:28:27, time: 0.700, data_time: 0.002, memory: 9569, top1_acc: 0.3102, top5_acc: 0.5652, loss_cls: 3.1379, loss: 3.1379, grad_norm: 1.1971 2020-07-24 16:35:32,523 - mmaction - INFO - Epoch [118][860/940] lr: 3.404e-01, eta: 1 day, 5:27:52, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3096, top5_acc: 0.5672, loss_cls: 3.1644, loss: 3.1644, grad_norm: 1.1749 2020-07-24 16:35:46,056 - mmaction - INFO - Epoch [118][880/940] lr: 3.404e-01, eta: 1 day, 5:27:20, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3283, top5_acc: 0.5723, loss_cls: 3.1137, loss: 3.1137, grad_norm: 1.1875 2020-07-24 16:35:59,529 - mmaction - INFO - Epoch [118][900/940] lr: 3.404e-01, eta: 1 day, 5:26:49, time: 0.675, data_time: 0.003, memory: 9569, top1_acc: 0.3293, top5_acc: 0.5732, loss_cls: 3.1445, loss: 3.1445, grad_norm: 1.2243 2020-07-24 16:36:12,867 - mmaction - INFO - Epoch [118][920/940] lr: 3.404e-01, eta: 1 day, 5:26:16, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.3055, top5_acc: 0.5695, loss_cls: 3.1671, loss: 3.1671, grad_norm: 1.1914 2020-07-24 16:36:25,594 - mmaction - INFO - Epoch [118][940/940] lr: 3.404e-01, eta: 1 day, 5:25:41, time: 0.637, data_time: 0.003, memory: 9569, top1_acc: 0.3091, top5_acc: 0.5666, loss_cls: 3.1578, loss: 3.1578, grad_norm: 1.2310 2020-07-24 16:39:04,149 - mmaction - INFO - Epoch [119][20/940] lr: 3.367e-01, eta: 1 day, 5:37:37, time: 7.725, data_time: 6.916, memory: 9569, top1_acc: 0.3180, top5_acc: 0.5715, loss_cls: 3.1411, loss: 3.1411, grad_norm: 1.2124 2020-07-24 16:39:17,808 - mmaction - INFO - Epoch [119][40/940] lr: 3.367e-01, eta: 1 day, 5:37:06, time: 0.682, data_time: 0.003, memory: 9569, top1_acc: 0.3219, top5_acc: 0.5715, loss_cls: 3.1224, loss: 3.1224, grad_norm: 1.1635 2020-07-24 16:39:30,540 - mmaction - INFO - Epoch [119][60/940] lr: 3.367e-01, eta: 1 day, 5:36:30, time: 0.637, data_time: 0.002, memory: 9569, top1_acc: 0.3227, top5_acc: 0.5760, loss_cls: 3.0789, loss: 3.0789, grad_norm: 1.1841 2020-07-24 16:39:43,852 - mmaction - INFO - Epoch [119][80/940] lr: 3.367e-01, eta: 1 day, 5:35:57, time: 0.665, data_time: 0.003, memory: 9569, top1_acc: 0.3186, top5_acc: 0.5850, loss_cls: 3.0692, loss: 3.0692, grad_norm: 1.2037 2020-07-24 16:39:57,756 - mmaction - INFO - Epoch [119][100/940] lr: 3.367e-01, eta: 1 day, 5:35:27, time: 0.696, data_time: 0.003, memory: 9569, top1_acc: 0.3234, top5_acc: 0.5840, loss_cls: 3.0850, loss: 3.0850, grad_norm: 1.2027 2020-07-24 16:40:10,542 - mmaction - INFO - Epoch [119][120/940] lr: 3.367e-01, eta: 1 day, 5:34:51, time: 0.639, data_time: 0.002, memory: 9569, top1_acc: 0.3195, top5_acc: 0.5658, loss_cls: 3.1389, loss: 3.1389, grad_norm: 1.2302 2020-07-24 16:40:23,386 - mmaction - INFO - Epoch [119][140/940] lr: 3.367e-01, eta: 1 day, 5:34:16, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3174, top5_acc: 0.5740, loss_cls: 3.1246, loss: 3.1246, grad_norm: 1.1917 2020-07-24 16:40:36,896 - mmaction - INFO - Epoch [119][160/940] lr: 3.367e-01, eta: 1 day, 5:33:44, time: 0.674, data_time: 0.001, memory: 9569, top1_acc: 0.3227, top5_acc: 0.5787, loss_cls: 3.0880, loss: 3.0880, grad_norm: 1.1922 2020-07-24 16:40:50,322 - mmaction - INFO - Epoch [119][180/940] lr: 3.367e-01, eta: 1 day, 5:33:12, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3367, top5_acc: 0.5781, loss_cls: 3.0806, loss: 3.0806, grad_norm: 1.2124 2020-07-24 16:41:03,777 - mmaction - INFO - Epoch [119][200/940] lr: 3.367e-01, eta: 1 day, 5:32:40, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3211, top5_acc: 0.5770, loss_cls: 3.1280, loss: 3.1280, grad_norm: 1.1984 2020-07-24 16:41:17,370 - mmaction - INFO - Epoch [119][220/940] lr: 3.367e-01, eta: 1 day, 5:32:09, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3195, top5_acc: 0.5764, loss_cls: 3.1250, loss: 3.1250, grad_norm: 1.1904 2020-07-24 16:41:30,980 - mmaction - INFO - Epoch [119][240/940] lr: 3.367e-01, eta: 1 day, 5:31:37, time: 0.680, data_time: 0.001, memory: 9569, top1_acc: 0.3086, top5_acc: 0.5719, loss_cls: 3.1187, loss: 3.1187, grad_norm: 1.2118 2020-07-24 16:41:44,759 - mmaction - INFO - Epoch [119][260/940] lr: 3.367e-01, eta: 1 day, 5:31:07, time: 0.690, data_time: 0.002, memory: 9569, top1_acc: 0.3244, top5_acc: 0.5686, loss_cls: 3.1492, loss: 3.1492, grad_norm: 1.1874 2020-07-24 16:41:58,233 - mmaction - INFO - Epoch [119][280/940] lr: 3.367e-01, eta: 1 day, 5:30:35, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3141, top5_acc: 0.5830, loss_cls: 3.1185, loss: 3.1185, grad_norm: 1.2060 2020-07-24 16:42:11,593 - mmaction - INFO - Epoch [119][300/940] lr: 3.367e-01, eta: 1 day, 5:30:03, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3248, top5_acc: 0.5736, loss_cls: 3.1162, loss: 3.1162, grad_norm: 1.1943 2020-07-24 16:42:24,478 - mmaction - INFO - Epoch [119][320/940] lr: 3.367e-01, eta: 1 day, 5:29:28, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3293, top5_acc: 0.5703, loss_cls: 3.0889, loss: 3.0889, grad_norm: 1.2057 2020-07-24 16:42:38,021 - mmaction - INFO - Epoch [119][340/940] lr: 3.367e-01, eta: 1 day, 5:28:57, time: 0.677, data_time: 0.003, memory: 9569, top1_acc: 0.3211, top5_acc: 0.5687, loss_cls: 3.1278, loss: 3.1278, grad_norm: 1.2141 2020-07-24 16:42:51,449 - mmaction - INFO - Epoch [119][360/940] lr: 3.367e-01, eta: 1 day, 5:28:25, time: 0.673, data_time: 0.003, memory: 9569, top1_acc: 0.3090, top5_acc: 0.5654, loss_cls: 3.1783, loss: 3.1783, grad_norm: 1.2280 2020-07-24 16:43:04,799 - mmaction - INFO - Epoch [119][380/940] lr: 3.367e-01, eta: 1 day, 5:27:53, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.3217, top5_acc: 0.5742, loss_cls: 3.1327, loss: 3.1327, grad_norm: 1.2182 2020-07-24 16:43:18,068 - mmaction - INFO - Epoch [119][400/940] lr: 3.367e-01, eta: 1 day, 5:27:20, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3187, top5_acc: 0.5674, loss_cls: 3.1392, loss: 3.1392, grad_norm: 1.2058 2020-07-24 16:43:31,155 - mmaction - INFO - Epoch [119][420/940] lr: 3.367e-01, eta: 1 day, 5:26:46, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3229, top5_acc: 0.5830, loss_cls: 3.1179, loss: 3.1179, grad_norm: 1.2253 2020-07-24 16:43:44,636 - mmaction - INFO - Epoch [119][440/940] lr: 3.367e-01, eta: 1 day, 5:26:15, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3127, top5_acc: 0.5711, loss_cls: 3.1387, loss: 3.1387, grad_norm: 1.1936 2020-07-24 16:43:57,547 - mmaction - INFO - Epoch [119][460/940] lr: 3.367e-01, eta: 1 day, 5:25:40, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3113, top5_acc: 0.5734, loss_cls: 3.1203, loss: 3.1203, grad_norm: 1.1847 2020-07-24 16:44:10,994 - mmaction - INFO - Epoch [119][480/940] lr: 3.367e-01, eta: 1 day, 5:25:08, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3207, top5_acc: 0.5645, loss_cls: 3.1445, loss: 3.1445, grad_norm: 1.1969 2020-07-24 16:44:24,526 - mmaction - INFO - Epoch [119][500/940] lr: 3.367e-01, eta: 1 day, 5:24:37, time: 0.676, data_time: 0.004, memory: 9569, top1_acc: 0.3260, top5_acc: 0.5736, loss_cls: 3.1319, loss: 3.1319, grad_norm: 1.1780 2020-07-24 16:44:37,799 - mmaction - INFO - Epoch [119][520/940] lr: 3.367e-01, eta: 1 day, 5:24:05, time: 0.664, data_time: 0.003, memory: 9569, top1_acc: 0.3145, top5_acc: 0.5670, loss_cls: 3.1483, loss: 3.1483, grad_norm: 1.1946 2020-07-24 16:44:51,307 - mmaction - INFO - Epoch [119][540/940] lr: 3.367e-01, eta: 1 day, 5:23:34, time: 0.677, data_time: 0.003, memory: 9569, top1_acc: 0.3187, top5_acc: 0.5709, loss_cls: 3.1552, loss: 3.1552, grad_norm: 1.1997 2020-07-24 16:45:04,204 - mmaction - INFO - Epoch [119][560/940] lr: 3.367e-01, eta: 1 day, 5:22:59, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3207, top5_acc: 0.5766, loss_cls: 3.0979, loss: 3.0979, grad_norm: 1.2153 2020-07-24 16:45:17,655 - mmaction - INFO - Epoch [119][580/940] lr: 3.367e-01, eta: 1 day, 5:22:28, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3285, top5_acc: 0.5705, loss_cls: 3.1128, loss: 3.1128, grad_norm: 1.2048 2020-07-24 16:45:31,044 - mmaction - INFO - Epoch [119][600/940] lr: 3.367e-01, eta: 1 day, 5:21:56, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3240, top5_acc: 0.5791, loss_cls: 3.1216, loss: 3.1216, grad_norm: 1.2296 2020-07-24 16:45:44,374 - mmaction - INFO - Epoch [119][620/940] lr: 3.367e-01, eta: 1 day, 5:21:24, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.3094, top5_acc: 0.5604, loss_cls: 3.1866, loss: 3.1866, grad_norm: 1.1915 2020-07-24 16:45:58,305 - mmaction - INFO - Epoch [119][640/940] lr: 3.367e-01, eta: 1 day, 5:20:55, time: 0.696, data_time: 0.002, memory: 9569, top1_acc: 0.3193, top5_acc: 0.5639, loss_cls: 3.1482, loss: 3.1482, grad_norm: 1.1725 2020-07-24 16:46:11,691 - mmaction - INFO - Epoch [119][660/940] lr: 3.367e-01, eta: 1 day, 5:20:23, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3133, top5_acc: 0.5713, loss_cls: 3.1640, loss: 3.1640, grad_norm: 1.2157 2020-07-24 16:46:25,779 - mmaction - INFO - Epoch [119][680/940] lr: 3.367e-01, eta: 1 day, 5:19:55, time: 0.704, data_time: 0.003, memory: 9569, top1_acc: 0.3186, top5_acc: 0.5658, loss_cls: 3.1436, loss: 3.1436, grad_norm: 1.2044 2020-07-24 16:46:38,665 - mmaction - INFO - Epoch [119][700/940] lr: 3.367e-01, eta: 1 day, 5:19:21, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.3133, top5_acc: 0.5682, loss_cls: 3.1391, loss: 3.1391, grad_norm: 1.2092 2020-07-24 16:46:52,197 - mmaction - INFO - Epoch [119][720/940] lr: 3.367e-01, eta: 1 day, 5:18:50, time: 0.676, data_time: 0.001, memory: 9569, top1_acc: 0.3217, top5_acc: 0.5678, loss_cls: 3.1384, loss: 3.1384, grad_norm: 1.2213 2020-07-24 16:47:05,470 - mmaction - INFO - Epoch [119][740/940] lr: 3.367e-01, eta: 1 day, 5:18:18, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3273, top5_acc: 0.5670, loss_cls: 3.1472, loss: 3.1472, grad_norm: 1.1884 2020-07-24 16:47:18,347 - mmaction - INFO - Epoch [119][760/940] lr: 3.367e-01, eta: 1 day, 5:17:44, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3113, top5_acc: 0.5631, loss_cls: 3.1829, loss: 3.1829, grad_norm: 1.2139 2020-07-24 16:47:31,391 - mmaction - INFO - Epoch [119][780/940] lr: 3.367e-01, eta: 1 day, 5:17:10, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.3172, top5_acc: 0.5662, loss_cls: 3.1357, loss: 3.1357, grad_norm: 1.2114 2020-07-24 16:47:46,227 - mmaction - INFO - Epoch [119][800/940] lr: 3.367e-01, eta: 1 day, 5:16:46, time: 0.740, data_time: 0.001, memory: 9569, top1_acc: 0.3170, top5_acc: 0.5676, loss_cls: 3.1742, loss: 3.1742, grad_norm: 1.1939 2020-07-24 16:47:59,374 - mmaction - INFO - Epoch [119][820/940] lr: 3.367e-01, eta: 1 day, 5:16:13, time: 0.659, data_time: 0.004, memory: 9569, top1_acc: 0.3215, top5_acc: 0.5641, loss_cls: 3.1369, loss: 3.1369, grad_norm: 1.1696 2020-07-24 16:48:13,092 - mmaction - INFO - Epoch [119][840/940] lr: 3.367e-01, eta: 1 day, 5:15:44, time: 0.686, data_time: 0.002, memory: 9569, top1_acc: 0.3137, top5_acc: 0.5633, loss_cls: 3.1615, loss: 3.1615, grad_norm: 1.2196 2020-07-24 16:48:25,947 - mmaction - INFO - Epoch [119][860/940] lr: 3.367e-01, eta: 1 day, 5:15:10, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3217, top5_acc: 0.5689, loss_cls: 3.1297, loss: 3.1297, grad_norm: 1.2236 2020-07-24 16:48:40,155 - mmaction - INFO - Epoch [119][880/940] lr: 3.367e-01, eta: 1 day, 5:14:42, time: 0.710, data_time: 0.002, memory: 9569, top1_acc: 0.3207, top5_acc: 0.5814, loss_cls: 3.1062, loss: 3.1062, grad_norm: 1.2060 2020-07-24 16:48:53,183 - mmaction - INFO - Epoch [119][900/940] lr: 3.367e-01, eta: 1 day, 5:14:09, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.3240, top5_acc: 0.5781, loss_cls: 3.0995, loss: 3.0995, grad_norm: 1.2069 2020-07-24 16:49:06,200 - mmaction - INFO - Epoch [119][920/940] lr: 3.367e-01, eta: 1 day, 5:13:36, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.3133, top5_acc: 0.5648, loss_cls: 3.1687, loss: 3.1687, grad_norm: 1.1991 2020-07-24 16:49:19,286 - mmaction - INFO - Epoch [119][940/940] lr: 3.367e-01, eta: 1 day, 5:13:03, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.3131, top5_acc: 0.5609, loss_cls: 3.1760, loss: 3.1760, grad_norm: 1.2190 2020-07-24 16:51:51,288 - mmaction - INFO - Epoch [120][20/940] lr: 3.331e-01, eta: 1 day, 5:23:33, time: 7.187, data_time: 6.107, memory: 9569, top1_acc: 0.3148, top5_acc: 0.5672, loss_cls: 3.1468, loss: 3.1468, grad_norm: 1.2238 2020-07-24 16:52:04,593 - mmaction - INFO - Epoch [120][40/940] lr: 3.331e-01, eta: 1 day, 5:23:00, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3256, top5_acc: 0.5740, loss_cls: 3.1215, loss: 3.1215, grad_norm: 1.1841 2020-07-24 16:52:17,618 - mmaction - INFO - Epoch [120][60/940] lr: 3.331e-01, eta: 1 day, 5:22:26, time: 0.651, data_time: 0.004, memory: 9569, top1_acc: 0.3369, top5_acc: 0.5832, loss_cls: 3.0494, loss: 3.0494, grad_norm: 1.1926 2020-07-24 16:52:31,533 - mmaction - INFO - Epoch [120][80/940] lr: 3.331e-01, eta: 1 day, 5:21:57, time: 0.697, data_time: 0.004, memory: 9569, top1_acc: 0.3201, top5_acc: 0.5820, loss_cls: 3.0743, loss: 3.0743, grad_norm: 1.1946 2020-07-24 16:52:44,666 - mmaction - INFO - Epoch [120][100/940] lr: 3.331e-01, eta: 1 day, 5:21:24, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.3213, top5_acc: 0.5777, loss_cls: 3.0960, loss: 3.0960, grad_norm: 1.2017 2020-07-24 16:52:58,331 - mmaction - INFO - Epoch [120][120/940] lr: 3.331e-01, eta: 1 day, 5:20:54, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.3383, top5_acc: 0.5920, loss_cls: 3.0566, loss: 3.0566, grad_norm: 1.2154 2020-07-24 16:53:11,568 - mmaction - INFO - Epoch [120][140/940] lr: 3.331e-01, eta: 1 day, 5:20:22, time: 0.662, data_time: 0.003, memory: 9569, top1_acc: 0.3152, top5_acc: 0.5752, loss_cls: 3.1209, loss: 3.1209, grad_norm: 1.2206 2020-07-24 16:53:24,779 - mmaction - INFO - Epoch [120][160/940] lr: 3.331e-01, eta: 1 day, 5:19:49, time: 0.661, data_time: 0.002, memory: 9569, top1_acc: 0.3174, top5_acc: 0.5721, loss_cls: 3.1241, loss: 3.1241, grad_norm: 1.2088 2020-07-24 16:53:37,709 - mmaction - INFO - Epoch [120][180/940] lr: 3.331e-01, eta: 1 day, 5:19:15, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3242, top5_acc: 0.5779, loss_cls: 3.1030, loss: 3.1030, grad_norm: 1.2017 2020-07-24 16:53:51,466 - mmaction - INFO - Epoch [120][200/940] lr: 3.331e-01, eta: 1 day, 5:18:45, time: 0.688, data_time: 0.002, memory: 9569, top1_acc: 0.3295, top5_acc: 0.5838, loss_cls: 3.0601, loss: 3.0601, grad_norm: 1.1917 2020-07-24 16:54:04,900 - mmaction - INFO - Epoch [120][220/940] lr: 3.331e-01, eta: 1 day, 5:18:14, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3262, top5_acc: 0.5809, loss_cls: 3.0810, loss: 3.0810, grad_norm: 1.2417 2020-07-24 16:54:18,378 - mmaction - INFO - Epoch [120][240/940] lr: 3.331e-01, eta: 1 day, 5:17:43, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3143, top5_acc: 0.5775, loss_cls: 3.1082, loss: 3.1082, grad_norm: 1.2443 2020-07-24 16:54:31,935 - mmaction - INFO - Epoch [120][260/940] lr: 3.331e-01, eta: 1 day, 5:17:12, time: 0.678, data_time: 0.003, memory: 9569, top1_acc: 0.3271, top5_acc: 0.5752, loss_cls: 3.1275, loss: 3.1275, grad_norm: 1.2186 2020-07-24 16:54:44,758 - mmaction - INFO - Epoch [120][280/940] lr: 3.331e-01, eta: 1 day, 5:16:38, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3203, top5_acc: 0.5686, loss_cls: 3.1274, loss: 3.1274, grad_norm: 1.2161 2020-07-24 16:54:58,251 - mmaction - INFO - Epoch [120][300/940] lr: 3.331e-01, eta: 1 day, 5:16:07, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3203, top5_acc: 0.5719, loss_cls: 3.1387, loss: 3.1387, grad_norm: 1.1826 2020-07-24 16:55:12,033 - mmaction - INFO - Epoch [120][320/940] lr: 3.331e-01, eta: 1 day, 5:15:37, time: 0.690, data_time: 0.003, memory: 9569, top1_acc: 0.3223, top5_acc: 0.5920, loss_cls: 3.0481, loss: 3.0481, grad_norm: 1.1959 2020-07-24 16:55:24,979 - mmaction - INFO - Epoch [120][340/940] lr: 3.331e-01, eta: 1 day, 5:15:04, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3213, top5_acc: 0.5680, loss_cls: 3.1405, loss: 3.1405, grad_norm: 1.2140 2020-07-24 16:55:39,453 - mmaction - INFO - Epoch [120][360/940] lr: 3.331e-01, eta: 1 day, 5:14:37, time: 0.723, data_time: 0.001, memory: 9569, top1_acc: 0.3164, top5_acc: 0.5687, loss_cls: 3.1397, loss: 3.1397, grad_norm: 1.1855 2020-07-24 16:55:53,023 - mmaction - INFO - Epoch [120][380/940] lr: 3.331e-01, eta: 1 day, 5:14:07, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.3154, top5_acc: 0.5662, loss_cls: 3.1426, loss: 3.1426, grad_norm: 1.2033 2020-07-24 16:56:05,935 - mmaction - INFO - Epoch [120][400/940] lr: 3.331e-01, eta: 1 day, 5:13:33, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3195, top5_acc: 0.5725, loss_cls: 3.1124, loss: 3.1124, grad_norm: 1.2108 2020-07-24 16:56:18,785 - mmaction - INFO - Epoch [120][420/940] lr: 3.331e-01, eta: 1 day, 5:12:59, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3238, top5_acc: 0.5762, loss_cls: 3.1155, loss: 3.1155, grad_norm: 1.1958 2020-07-24 16:56:32,399 - mmaction - INFO - Epoch [120][440/940] lr: 3.331e-01, eta: 1 day, 5:12:29, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.3258, top5_acc: 0.5832, loss_cls: 3.1037, loss: 3.1037, grad_norm: 1.2112 2020-07-24 16:56:45,977 - mmaction - INFO - Epoch [120][460/940] lr: 3.331e-01, eta: 1 day, 5:11:59, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.3184, top5_acc: 0.5785, loss_cls: 3.1069, loss: 3.1069, grad_norm: 1.2179 2020-07-24 16:56:58,800 - mmaction - INFO - Epoch [120][480/940] lr: 3.331e-01, eta: 1 day, 5:11:25, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3279, top5_acc: 0.5793, loss_cls: 3.0941, loss: 3.0941, grad_norm: 1.2080 2020-07-24 16:57:12,404 - mmaction - INFO - Epoch [120][500/940] lr: 3.331e-01, eta: 1 day, 5:10:54, time: 0.680, data_time: 0.003, memory: 9569, top1_acc: 0.3232, top5_acc: 0.5734, loss_cls: 3.1400, loss: 3.1400, grad_norm: 1.2053 2020-07-24 16:57:26,323 - mmaction - INFO - Epoch [120][520/940] lr: 3.331e-01, eta: 1 day, 5:10:26, time: 0.697, data_time: 0.003, memory: 9569, top1_acc: 0.3201, top5_acc: 0.5781, loss_cls: 3.0980, loss: 3.0980, grad_norm: 1.2173 2020-07-24 16:57:39,303 - mmaction - INFO - Epoch [120][540/940] lr: 3.331e-01, eta: 1 day, 5:09:53, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3334, top5_acc: 0.5908, loss_cls: 3.0422, loss: 3.0422, grad_norm: 1.1958 2020-07-24 16:57:53,528 - mmaction - INFO - Epoch [120][560/940] lr: 3.331e-01, eta: 1 day, 5:09:26, time: 0.711, data_time: 0.003, memory: 9569, top1_acc: 0.3135, top5_acc: 0.5605, loss_cls: 3.1822, loss: 3.1822, grad_norm: 1.2066 2020-07-24 16:58:07,511 - mmaction - INFO - Epoch [120][580/940] lr: 3.331e-01, eta: 1 day, 5:08:58, time: 0.700, data_time: 0.003, memory: 9569, top1_acc: 0.3203, top5_acc: 0.5682, loss_cls: 3.1289, loss: 3.1289, grad_norm: 1.2017 2020-07-24 16:58:20,593 - mmaction - INFO - Epoch [120][600/940] lr: 3.331e-01, eta: 1 day, 5:08:25, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3270, top5_acc: 0.5771, loss_cls: 3.1167, loss: 3.1167, grad_norm: 1.2090 2020-07-24 16:58:33,487 - mmaction - INFO - Epoch [120][620/940] lr: 3.331e-01, eta: 1 day, 5:07:52, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3139, top5_acc: 0.5650, loss_cls: 3.1245, loss: 3.1245, grad_norm: 1.2345 2020-07-24 16:58:46,464 - mmaction - INFO - Epoch [120][640/940] lr: 3.331e-01, eta: 1 day, 5:07:18, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3082, top5_acc: 0.5605, loss_cls: 3.1759, loss: 3.1759, grad_norm: 1.2142 2020-07-24 16:58:59,920 - mmaction - INFO - Epoch [120][660/940] lr: 3.331e-01, eta: 1 day, 5:06:48, time: 0.674, data_time: 0.003, memory: 9569, top1_acc: 0.3076, top5_acc: 0.5500, loss_cls: 3.2171, loss: 3.2171, grad_norm: 1.1907 2020-07-24 16:59:13,767 - mmaction - INFO - Epoch [120][680/940] lr: 3.331e-01, eta: 1 day, 5:06:19, time: 0.692, data_time: 0.002, memory: 9569, top1_acc: 0.3143, top5_acc: 0.5625, loss_cls: 3.1717, loss: 3.1717, grad_norm: 1.1977 2020-07-24 16:59:26,645 - mmaction - INFO - Epoch [120][700/940] lr: 3.331e-01, eta: 1 day, 5:05:46, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3187, top5_acc: 0.5654, loss_cls: 3.1432, loss: 3.1432, grad_norm: 1.2102 2020-07-24 16:59:40,308 - mmaction - INFO - Epoch [120][720/940] lr: 3.331e-01, eta: 1 day, 5:05:16, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.3229, top5_acc: 0.5814, loss_cls: 3.0672, loss: 3.0672, grad_norm: 1.1980 2020-07-24 16:59:53,387 - mmaction - INFO - Epoch [120][740/940] lr: 3.331e-01, eta: 1 day, 5:04:44, time: 0.655, data_time: 0.003, memory: 9569, top1_acc: 0.3221, top5_acc: 0.5721, loss_cls: 3.1332, loss: 3.1332, grad_norm: 1.2303 2020-07-24 17:00:11,025 - mmaction - INFO - Epoch [120][760/940] lr: 3.331e-01, eta: 1 day, 5:04:29, time: 0.840, data_time: 0.004, memory: 9569, top1_acc: 0.3115, top5_acc: 0.5629, loss_cls: 3.1604, loss: 3.1604, grad_norm: 1.1927 2020-07-24 17:00:28,752 - mmaction - INFO - Epoch [120][780/940] lr: 3.331e-01, eta: 1 day, 5:04:24, time: 0.928, data_time: 0.057, memory: 9569, top1_acc: 0.3359, top5_acc: 0.5842, loss_cls: 3.0633, loss: 3.0633, grad_norm: 1.2144 2020-07-24 17:00:41,841 - mmaction - INFO - Epoch [120][800/940] lr: 3.331e-01, eta: 1 day, 5:03:52, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3258, top5_acc: 0.5666, loss_cls: 3.1441, loss: 3.1441, grad_norm: 1.2119 2020-07-24 17:00:54,797 - mmaction - INFO - Epoch [120][820/940] lr: 3.331e-01, eta: 1 day, 5:03:19, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3199, top5_acc: 0.5764, loss_cls: 3.0997, loss: 3.0997, grad_norm: 1.2202 2020-07-24 17:01:08,292 - mmaction - INFO - Epoch [120][840/940] lr: 3.331e-01, eta: 1 day, 5:02:48, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3074, top5_acc: 0.5520, loss_cls: 3.1955, loss: 3.1955, grad_norm: 1.2076 2020-07-24 17:01:21,594 - mmaction - INFO - Epoch [120][860/940] lr: 3.331e-01, eta: 1 day, 5:02:17, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.3127, top5_acc: 0.5617, loss_cls: 3.1674, loss: 3.1674, grad_norm: 1.2251 2020-07-24 17:01:35,034 - mmaction - INFO - Epoch [120][880/940] lr: 3.331e-01, eta: 1 day, 5:01:47, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3133, top5_acc: 0.5674, loss_cls: 3.1335, loss: 3.1335, grad_norm: 1.2009 2020-07-24 17:01:48,541 - mmaction - INFO - Epoch [120][900/940] lr: 3.331e-01, eta: 1 day, 5:01:17, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3150, top5_acc: 0.5729, loss_cls: 3.1497, loss: 3.1497, grad_norm: 1.2046 2020-07-24 17:02:01,941 - mmaction - INFO - Epoch [120][920/940] lr: 3.331e-01, eta: 1 day, 5:00:46, time: 0.670, data_time: 0.003, memory: 9569, top1_acc: 0.3221, top5_acc: 0.5635, loss_cls: 3.1532, loss: 3.1532, grad_norm: 1.1858 2020-07-24 17:02:14,156 - mmaction - INFO - Epoch [120][940/940] lr: 3.331e-01, eta: 1 day, 5:00:10, time: 0.612, data_time: 0.002, memory: 9569, top1_acc: 0.3166, top5_acc: 0.5761, loss_cls: 3.1111, loss: 3.1111, grad_norm: 1.2194 2020-07-24 17:02:23,094 - mmaction - INFO - Saving checkpoint at 120 epochs 2020-07-24 17:04:57,959 - mmaction - INFO - Epoch [121][20/940] lr: 3.294e-01, eta: 1 day, 5:10:58, time: 7.666, data_time: 6.836, memory: 9569, top1_acc: 0.3229, top5_acc: 0.5756, loss_cls: 3.0879, loss: 3.0879, grad_norm: 1.2032 2020-07-24 17:05:12,361 - mmaction - INFO - Epoch [121][40/940] lr: 3.294e-01, eta: 1 day, 5:10:32, time: 0.720, data_time: 0.003, memory: 9569, top1_acc: 0.3281, top5_acc: 0.5766, loss_cls: 3.0895, loss: 3.0895, grad_norm: 1.2209 2020-07-24 17:05:26,145 - mmaction - INFO - Epoch [121][60/940] lr: 3.294e-01, eta: 1 day, 5:10:02, time: 0.690, data_time: 0.002, memory: 9569, top1_acc: 0.3221, top5_acc: 0.5762, loss_cls: 3.1104, loss: 3.1104, grad_norm: 1.2176 2020-07-24 17:05:39,044 - mmaction - INFO - Epoch [121][80/940] lr: 3.294e-01, eta: 1 day, 5:09:29, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3230, top5_acc: 0.5811, loss_cls: 3.0738, loss: 3.0738, grad_norm: 1.1902 2020-07-24 17:05:52,442 - mmaction - INFO - Epoch [121][100/940] lr: 3.294e-01, eta: 1 day, 5:08:58, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3297, top5_acc: 0.5832, loss_cls: 3.0911, loss: 3.0911, grad_norm: 1.2315 2020-07-24 17:06:05,786 - mmaction - INFO - Epoch [121][120/940] lr: 3.294e-01, eta: 1 day, 5:08:26, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.3357, top5_acc: 0.5854, loss_cls: 3.0422, loss: 3.0422, grad_norm: 1.1894 2020-07-24 17:06:19,034 - mmaction - INFO - Epoch [121][140/940] lr: 3.294e-01, eta: 1 day, 5:07:55, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3277, top5_acc: 0.5846, loss_cls: 3.0628, loss: 3.0628, grad_norm: 1.1694 2020-07-24 17:06:32,455 - mmaction - INFO - Epoch [121][160/940] lr: 3.294e-01, eta: 1 day, 5:07:24, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3230, top5_acc: 0.5887, loss_cls: 3.0515, loss: 3.0515, grad_norm: 1.2072 2020-07-24 17:06:45,938 - mmaction - INFO - Epoch [121][180/940] lr: 3.294e-01, eta: 1 day, 5:06:53, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3234, top5_acc: 0.5754, loss_cls: 3.0873, loss: 3.0873, grad_norm: 1.2303 2020-07-24 17:06:59,301 - mmaction - INFO - Epoch [121][200/940] lr: 3.294e-01, eta: 1 day, 5:06:22, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3189, top5_acc: 0.5748, loss_cls: 3.1301, loss: 3.1301, grad_norm: 1.1986 2020-07-24 17:07:12,701 - mmaction - INFO - Epoch [121][220/940] lr: 3.294e-01, eta: 1 day, 5:05:51, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3309, top5_acc: 0.5754, loss_cls: 3.0813, loss: 3.0813, grad_norm: 1.2094 2020-07-24 17:07:26,620 - mmaction - INFO - Epoch [121][240/940] lr: 3.294e-01, eta: 1 day, 5:05:23, time: 0.696, data_time: 0.001, memory: 9569, top1_acc: 0.3262, top5_acc: 0.5855, loss_cls: 3.0951, loss: 3.0951, grad_norm: 1.2484 2020-07-24 17:07:39,453 - mmaction - INFO - Epoch [121][260/940] lr: 3.294e-01, eta: 1 day, 5:04:49, time: 0.640, data_time: 0.001, memory: 9569, top1_acc: 0.3211, top5_acc: 0.5832, loss_cls: 3.0973, loss: 3.0973, grad_norm: 1.2333 2020-07-24 17:07:52,959 - mmaction - INFO - Epoch [121][280/940] lr: 3.294e-01, eta: 1 day, 5:04:19, time: 0.675, data_time: 0.003, memory: 9569, top1_acc: 0.3189, top5_acc: 0.5830, loss_cls: 3.0889, loss: 3.0889, grad_norm: 1.2116 2020-07-24 17:08:05,882 - mmaction - INFO - Epoch [121][300/940] lr: 3.294e-01, eta: 1 day, 5:03:46, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.3246, top5_acc: 0.5844, loss_cls: 3.0911, loss: 3.0911, grad_norm: 1.2211 2020-07-24 17:08:19,377 - mmaction - INFO - Epoch [121][320/940] lr: 3.294e-01, eta: 1 day, 5:03:15, time: 0.674, data_time: 0.001, memory: 9569, top1_acc: 0.3287, top5_acc: 0.5678, loss_cls: 3.0877, loss: 3.0877, grad_norm: 1.2160 2020-07-24 17:08:33,088 - mmaction - INFO - Epoch [121][340/940] lr: 3.294e-01, eta: 1 day, 5:02:46, time: 0.686, data_time: 0.002, memory: 9569, top1_acc: 0.3211, top5_acc: 0.5768, loss_cls: 3.1045, loss: 3.1045, grad_norm: 1.2140 2020-07-24 17:08:46,251 - mmaction - INFO - Epoch [121][360/940] lr: 3.294e-01, eta: 1 day, 5:02:14, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.3209, top5_acc: 0.5699, loss_cls: 3.1292, loss: 3.1292, grad_norm: 1.1998 2020-07-24 17:08:59,123 - mmaction - INFO - Epoch [121][380/940] lr: 3.294e-01, eta: 1 day, 5:01:41, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3221, top5_acc: 0.5801, loss_cls: 3.0990, loss: 3.0990, grad_norm: 1.1946 2020-07-24 17:09:11,975 - mmaction - INFO - Epoch [121][400/940] lr: 3.294e-01, eta: 1 day, 5:01:08, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3318, top5_acc: 0.5770, loss_cls: 3.0833, loss: 3.0833, grad_norm: 1.2089 2020-07-24 17:09:25,885 - mmaction - INFO - Epoch [121][420/940] lr: 3.294e-01, eta: 1 day, 5:00:39, time: 0.695, data_time: 0.002, memory: 9569, top1_acc: 0.3201, top5_acc: 0.5637, loss_cls: 3.1430, loss: 3.1430, grad_norm: 1.2411 2020-07-24 17:09:38,911 - mmaction - INFO - Epoch [121][440/940] lr: 3.294e-01, eta: 1 day, 5:00:07, time: 0.652, data_time: 0.003, memory: 9569, top1_acc: 0.3229, top5_acc: 0.5676, loss_cls: 3.1377, loss: 3.1377, grad_norm: 1.2022 2020-07-24 17:09:52,393 - mmaction - INFO - Epoch [121][460/940] lr: 3.294e-01, eta: 1 day, 4:59:37, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3285, top5_acc: 0.5793, loss_cls: 3.0813, loss: 3.0813, grad_norm: 1.2015 2020-07-24 17:10:05,306 - mmaction - INFO - Epoch [121][480/940] lr: 3.294e-01, eta: 1 day, 4:59:04, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3262, top5_acc: 0.5855, loss_cls: 3.0734, loss: 3.0734, grad_norm: 1.2275 2020-07-24 17:10:18,361 - mmaction - INFO - Epoch [121][500/940] lr: 3.294e-01, eta: 1 day, 4:58:31, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.3180, top5_acc: 0.5736, loss_cls: 3.1267, loss: 3.1267, grad_norm: 1.2252 2020-07-24 17:10:32,027 - mmaction - INFO - Epoch [121][520/940] lr: 3.294e-01, eta: 1 day, 4:58:02, time: 0.684, data_time: 0.003, memory: 9569, top1_acc: 0.3268, top5_acc: 0.5729, loss_cls: 3.1098, loss: 3.1098, grad_norm: 1.2092 2020-07-24 17:10:44,993 - mmaction - INFO - Epoch [121][540/940] lr: 3.294e-01, eta: 1 day, 4:57:30, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3295, top5_acc: 0.5779, loss_cls: 3.1147, loss: 3.1147, grad_norm: 1.2244 2020-07-24 17:10:59,058 - mmaction - INFO - Epoch [121][560/940] lr: 3.294e-01, eta: 1 day, 4:57:02, time: 0.704, data_time: 0.003, memory: 9569, top1_acc: 0.3207, top5_acc: 0.5717, loss_cls: 3.1045, loss: 3.1045, grad_norm: 1.2330 2020-07-24 17:11:12,679 - mmaction - INFO - Epoch [121][580/940] lr: 3.294e-01, eta: 1 day, 4:56:33, time: 0.681, data_time: 0.003, memory: 9569, top1_acc: 0.3127, top5_acc: 0.5654, loss_cls: 3.1496, loss: 3.1496, grad_norm: 1.1789 2020-07-24 17:11:25,543 - mmaction - INFO - Epoch [121][600/940] lr: 3.294e-01, eta: 1 day, 4:56:00, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3271, top5_acc: 0.5764, loss_cls: 3.0923, loss: 3.0923, grad_norm: 1.1940 2020-07-24 17:11:39,166 - mmaction - INFO - Epoch [121][620/940] lr: 3.294e-01, eta: 1 day, 4:55:31, time: 0.680, data_time: 0.001, memory: 9569, top1_acc: 0.3086, top5_acc: 0.5525, loss_cls: 3.2063, loss: 3.2063, grad_norm: 1.2391 2020-07-24 17:11:52,468 - mmaction - INFO - Epoch [121][640/940] lr: 3.294e-01, eta: 1 day, 4:55:00, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3252, top5_acc: 0.5760, loss_cls: 3.1103, loss: 3.1103, grad_norm: 1.2033 2020-07-24 17:12:05,894 - mmaction - INFO - Epoch [121][660/940] lr: 3.294e-01, eta: 1 day, 4:54:30, time: 0.672, data_time: 0.003, memory: 9569, top1_acc: 0.3137, top5_acc: 0.5660, loss_cls: 3.1774, loss: 3.1774, grad_norm: 1.2023 2020-07-24 17:12:18,812 - mmaction - INFO - Epoch [121][680/940] lr: 3.294e-01, eta: 1 day, 4:53:57, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3334, top5_acc: 0.5871, loss_cls: 3.0558, loss: 3.0558, grad_norm: 1.1942 2020-07-24 17:12:32,996 - mmaction - INFO - Epoch [121][700/940] lr: 3.294e-01, eta: 1 day, 4:53:30, time: 0.709, data_time: 0.001, memory: 9569, top1_acc: 0.3330, top5_acc: 0.5832, loss_cls: 3.0991, loss: 3.0991, grad_norm: 1.2131 2020-07-24 17:12:45,941 - mmaction - INFO - Epoch [121][720/940] lr: 3.294e-01, eta: 1 day, 4:52:58, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3240, top5_acc: 0.5748, loss_cls: 3.1092, loss: 3.1092, grad_norm: 1.2128 2020-07-24 17:12:59,334 - mmaction - INFO - Epoch [121][740/940] lr: 3.294e-01, eta: 1 day, 4:52:28, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.3184, top5_acc: 0.5730, loss_cls: 3.1321, loss: 3.1321, grad_norm: 1.2056 2020-07-24 17:13:12,870 - mmaction - INFO - Epoch [121][760/940] lr: 3.294e-01, eta: 1 day, 4:51:58, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3180, top5_acc: 0.5814, loss_cls: 3.0766, loss: 3.0766, grad_norm: 1.2244 2020-07-24 17:13:26,269 - mmaction - INFO - Epoch [121][780/940] lr: 3.294e-01, eta: 1 day, 4:51:28, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3219, top5_acc: 0.5697, loss_cls: 3.1310, loss: 3.1310, grad_norm: 1.2210 2020-07-24 17:13:39,911 - mmaction - INFO - Epoch [121][800/940] lr: 3.294e-01, eta: 1 day, 4:50:59, time: 0.683, data_time: 0.004, memory: 9569, top1_acc: 0.3186, top5_acc: 0.5828, loss_cls: 3.1177, loss: 3.1177, grad_norm: 1.2087 2020-07-24 17:13:52,824 - mmaction - INFO - Epoch [121][820/940] lr: 3.294e-01, eta: 1 day, 4:50:26, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3264, top5_acc: 0.5701, loss_cls: 3.1341, loss: 3.1341, grad_norm: 1.2185 2020-07-24 17:14:06,279 - mmaction - INFO - Epoch [121][840/940] lr: 3.294e-01, eta: 1 day, 4:49:56, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3283, top5_acc: 0.5779, loss_cls: 3.0896, loss: 3.0896, grad_norm: 1.2032 2020-07-24 17:14:20,037 - mmaction - INFO - Epoch [121][860/940] lr: 3.294e-01, eta: 1 day, 4:49:28, time: 0.687, data_time: 0.002, memory: 9569, top1_acc: 0.3217, top5_acc: 0.5646, loss_cls: 3.1566, loss: 3.1566, grad_norm: 1.2085 2020-07-24 17:14:32,877 - mmaction - INFO - Epoch [121][880/940] lr: 3.294e-01, eta: 1 day, 4:48:55, time: 0.642, data_time: 0.003, memory: 9569, top1_acc: 0.3109, top5_acc: 0.5727, loss_cls: 3.1337, loss: 3.1337, grad_norm: 1.2290 2020-07-24 17:14:46,094 - mmaction - INFO - Epoch [121][900/940] lr: 3.294e-01, eta: 1 day, 4:48:24, time: 0.661, data_time: 0.003, memory: 9569, top1_acc: 0.3256, top5_acc: 0.5734, loss_cls: 3.1262, loss: 3.1262, grad_norm: 1.2163 2020-07-24 17:14:59,946 - mmaction - INFO - Epoch [121][920/940] lr: 3.294e-01, eta: 1 day, 4:47:56, time: 0.693, data_time: 0.002, memory: 9569, top1_acc: 0.3152, top5_acc: 0.5643, loss_cls: 3.1839, loss: 3.1839, grad_norm: 1.2125 2020-07-24 17:15:12,584 - mmaction - INFO - Epoch [121][940/940] lr: 3.294e-01, eta: 1 day, 4:47:23, time: 0.633, data_time: 0.002, memory: 9569, top1_acc: 0.3153, top5_acc: 0.5580, loss_cls: 3.1763, loss: 3.1763, grad_norm: 1.2349 2020-07-24 17:17:32,433 - mmaction - INFO - Epoch [122][20/940] lr: 3.257e-01, eta: 1 day, 4:56:12, time: 6.680, data_time: 5.685, memory: 9569, top1_acc: 0.3303, top5_acc: 0.5801, loss_cls: 3.0765, loss: 3.0765, grad_norm: 1.2031 2020-07-24 17:17:45,176 - mmaction - INFO - Epoch [122][40/940] lr: 3.257e-01, eta: 1 day, 4:55:39, time: 0.637, data_time: 0.002, memory: 9569, top1_acc: 0.3279, top5_acc: 0.5721, loss_cls: 3.0922, loss: 3.0922, grad_norm: 1.2160 2020-07-24 17:17:58,071 - mmaction - INFO - Epoch [122][60/940] lr: 3.257e-01, eta: 1 day, 4:55:06, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3301, top5_acc: 0.5773, loss_cls: 3.0970, loss: 3.0970, grad_norm: 1.2090 2020-07-24 17:18:12,252 - mmaction - INFO - Epoch [122][80/940] lr: 3.257e-01, eta: 1 day, 4:54:39, time: 0.709, data_time: 0.003, memory: 9569, top1_acc: 0.3156, top5_acc: 0.5621, loss_cls: 3.1778, loss: 3.1778, grad_norm: 1.2253 2020-07-24 17:18:25,719 - mmaction - INFO - Epoch [122][100/940] lr: 3.257e-01, eta: 1 day, 4:54:09, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3324, top5_acc: 0.5854, loss_cls: 3.0295, loss: 3.0295, grad_norm: 1.1742 2020-07-24 17:18:39,255 - mmaction - INFO - Epoch [122][120/940] lr: 3.257e-01, eta: 1 day, 4:53:39, time: 0.676, data_time: 0.001, memory: 9569, top1_acc: 0.3342, top5_acc: 0.5865, loss_cls: 3.0459, loss: 3.0459, grad_norm: 1.2356 2020-07-24 17:18:52,763 - mmaction - INFO - Epoch [122][140/940] lr: 3.257e-01, eta: 1 day, 4:53:09, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3275, top5_acc: 0.5785, loss_cls: 3.0874, loss: 3.0874, grad_norm: 1.2353 2020-07-24 17:19:06,625 - mmaction - INFO - Epoch [122][160/940] lr: 3.257e-01, eta: 1 day, 4:52:41, time: 0.692, data_time: 0.002, memory: 9569, top1_acc: 0.3377, top5_acc: 0.5922, loss_cls: 3.0165, loss: 3.0165, grad_norm: 1.1962 2020-07-24 17:19:19,823 - mmaction - INFO - Epoch [122][180/940] lr: 3.257e-01, eta: 1 day, 4:52:10, time: 0.660, data_time: 0.003, memory: 9569, top1_acc: 0.3217, top5_acc: 0.5705, loss_cls: 3.1436, loss: 3.1436, grad_norm: 1.2324 2020-07-24 17:19:33,084 - mmaction - INFO - Epoch [122][200/940] lr: 3.257e-01, eta: 1 day, 4:51:39, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3248, top5_acc: 0.5693, loss_cls: 3.1120, loss: 3.1120, grad_norm: 1.2223 2020-07-24 17:19:46,637 - mmaction - INFO - Epoch [122][220/940] lr: 3.257e-01, eta: 1 day, 4:51:10, time: 0.677, data_time: 0.001, memory: 9569, top1_acc: 0.3324, top5_acc: 0.5914, loss_cls: 3.0572, loss: 3.0572, grad_norm: 1.2084 2020-07-24 17:19:59,558 - mmaction - INFO - Epoch [122][240/940] lr: 3.257e-01, eta: 1 day, 4:50:37, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3266, top5_acc: 0.5811, loss_cls: 3.0852, loss: 3.0852, grad_norm: 1.2203 2020-07-24 17:20:13,492 - mmaction - INFO - Epoch [122][260/940] lr: 3.257e-01, eta: 1 day, 4:50:09, time: 0.696, data_time: 0.002, memory: 9569, top1_acc: 0.3301, top5_acc: 0.5742, loss_cls: 3.0951, loss: 3.0951, grad_norm: 1.2245 2020-07-24 17:20:27,018 - mmaction - INFO - Epoch [122][280/940] lr: 3.257e-01, eta: 1 day, 4:49:40, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3322, top5_acc: 0.5725, loss_cls: 3.0813, loss: 3.0813, grad_norm: 1.1973 2020-07-24 17:20:39,915 - mmaction - INFO - Epoch [122][300/940] lr: 3.257e-01, eta: 1 day, 4:49:07, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3244, top5_acc: 0.5781, loss_cls: 3.0904, loss: 3.0904, grad_norm: 1.2211 2020-07-24 17:20:53,288 - mmaction - INFO - Epoch [122][320/940] lr: 3.257e-01, eta: 1 day, 4:48:37, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3322, top5_acc: 0.5811, loss_cls: 3.0629, loss: 3.0629, grad_norm: 1.2252 2020-07-24 17:21:07,217 - mmaction - INFO - Epoch [122][340/940] lr: 3.257e-01, eta: 1 day, 4:48:09, time: 0.697, data_time: 0.003, memory: 9569, top1_acc: 0.3311, top5_acc: 0.5793, loss_cls: 3.0901, loss: 3.0901, grad_norm: 1.2270 2020-07-24 17:21:21,550 - mmaction - INFO - Epoch [122][360/940] lr: 3.257e-01, eta: 1 day, 4:47:44, time: 0.716, data_time: 0.002, memory: 9569, top1_acc: 0.3262, top5_acc: 0.5779, loss_cls: 3.0854, loss: 3.0854, grad_norm: 1.2323 2020-07-24 17:21:34,437 - mmaction - INFO - Epoch [122][380/940] lr: 3.257e-01, eta: 1 day, 4:47:11, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.3207, top5_acc: 0.5842, loss_cls: 3.0677, loss: 3.0677, grad_norm: 1.2154 2020-07-24 17:21:47,340 - mmaction - INFO - Epoch [122][400/940] lr: 3.257e-01, eta: 1 day, 4:46:39, time: 0.644, data_time: 0.003, memory: 9569, top1_acc: 0.3326, top5_acc: 0.5721, loss_cls: 3.0964, loss: 3.0964, grad_norm: 1.2112 2020-07-24 17:22:00,903 - mmaction - INFO - Epoch [122][420/940] lr: 3.257e-01, eta: 1 day, 4:46:10, time: 0.679, data_time: 0.003, memory: 9569, top1_acc: 0.3252, top5_acc: 0.5795, loss_cls: 3.1107, loss: 3.1107, grad_norm: 1.2109 2020-07-24 17:22:13,820 - mmaction - INFO - Epoch [122][440/940] lr: 3.257e-01, eta: 1 day, 4:45:38, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3227, top5_acc: 0.5758, loss_cls: 3.1076, loss: 3.1076, grad_norm: 1.2459 2020-07-24 17:22:26,817 - mmaction - INFO - Epoch [122][460/940] lr: 3.257e-01, eta: 1 day, 4:45:06, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3199, top5_acc: 0.5664, loss_cls: 3.1452, loss: 3.1452, grad_norm: 1.2188 2020-07-24 17:22:40,267 - mmaction - INFO - Epoch [122][480/940] lr: 3.257e-01, eta: 1 day, 4:44:36, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3143, top5_acc: 0.5699, loss_cls: 3.1043, loss: 3.1043, grad_norm: 1.1992 2020-07-24 17:22:54,031 - mmaction - INFO - Epoch [122][500/940] lr: 3.257e-01, eta: 1 day, 4:44:08, time: 0.688, data_time: 0.002, memory: 9569, top1_acc: 0.3273, top5_acc: 0.5832, loss_cls: 3.0822, loss: 3.0822, grad_norm: 1.2049 2020-07-24 17:23:07,771 - mmaction - INFO - Epoch [122][520/940] lr: 3.257e-01, eta: 1 day, 4:43:40, time: 0.688, data_time: 0.003, memory: 9569, top1_acc: 0.3422, top5_acc: 0.5891, loss_cls: 3.0196, loss: 3.0196, grad_norm: 1.2296 2020-07-24 17:23:21,160 - mmaction - INFO - Epoch [122][540/940] lr: 3.257e-01, eta: 1 day, 4:43:10, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3297, top5_acc: 0.5807, loss_cls: 3.0675, loss: 3.0675, grad_norm: 1.2256 2020-07-24 17:23:34,326 - mmaction - INFO - Epoch [122][560/940] lr: 3.257e-01, eta: 1 day, 4:42:39, time: 0.659, data_time: 0.003, memory: 9569, top1_acc: 0.3248, top5_acc: 0.5777, loss_cls: 3.0986, loss: 3.0986, grad_norm: 1.2485 2020-07-24 17:23:47,809 - mmaction - INFO - Epoch [122][580/940] lr: 3.257e-01, eta: 1 day, 4:42:09, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3137, top5_acc: 0.5711, loss_cls: 3.1408, loss: 3.1408, grad_norm: 1.2134 2020-07-24 17:24:00,648 - mmaction - INFO - Epoch [122][600/940] lr: 3.257e-01, eta: 1 day, 4:41:37, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3316, top5_acc: 0.5840, loss_cls: 3.1107, loss: 3.1107, grad_norm: 1.2304 2020-07-24 17:24:14,376 - mmaction - INFO - Epoch [122][620/940] lr: 3.257e-01, eta: 1 day, 4:41:09, time: 0.686, data_time: 0.002, memory: 9569, top1_acc: 0.3277, top5_acc: 0.5838, loss_cls: 3.0736, loss: 3.0736, grad_norm: 1.2284 2020-07-24 17:24:27,785 - mmaction - INFO - Epoch [122][640/940] lr: 3.257e-01, eta: 1 day, 4:40:39, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3365, top5_acc: 0.5814, loss_cls: 3.0816, loss: 3.0816, grad_norm: 1.2069 2020-07-24 17:24:40,755 - mmaction - INFO - Epoch [122][660/940] lr: 3.257e-01, eta: 1 day, 4:40:07, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3236, top5_acc: 0.5711, loss_cls: 3.1341, loss: 3.1341, grad_norm: 1.2180 2020-07-24 17:24:54,434 - mmaction - INFO - Epoch [122][680/940] lr: 3.257e-01, eta: 1 day, 4:39:39, time: 0.684, data_time: 0.001, memory: 9569, top1_acc: 0.3168, top5_acc: 0.5664, loss_cls: 3.1635, loss: 3.1635, grad_norm: 1.2104 2020-07-24 17:25:07,756 - mmaction - INFO - Epoch [122][700/940] lr: 3.257e-01, eta: 1 day, 4:39:09, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.3309, top5_acc: 0.5740, loss_cls: 3.1133, loss: 3.1133, grad_norm: 1.2076 2020-07-24 17:25:21,179 - mmaction - INFO - Epoch [122][720/940] lr: 3.257e-01, eta: 1 day, 4:38:39, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3322, top5_acc: 0.5756, loss_cls: 3.0911, loss: 3.0911, grad_norm: 1.2127 2020-07-24 17:25:34,476 - mmaction - INFO - Epoch [122][740/940] lr: 3.257e-01, eta: 1 day, 4:38:09, time: 0.665, data_time: 0.003, memory: 9569, top1_acc: 0.3113, top5_acc: 0.5600, loss_cls: 3.1817, loss: 3.1817, grad_norm: 1.2206 2020-07-24 17:25:48,011 - mmaction - INFO - Epoch [122][760/940] lr: 3.257e-01, eta: 1 day, 4:37:40, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3227, top5_acc: 0.5645, loss_cls: 3.1846, loss: 3.1846, grad_norm: 1.2317 2020-07-24 17:26:00,818 - mmaction - INFO - Epoch [122][780/940] lr: 3.257e-01, eta: 1 day, 4:37:08, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3131, top5_acc: 0.5656, loss_cls: 3.1242, loss: 3.1242, grad_norm: 1.1908 2020-07-24 17:26:14,466 - mmaction - INFO - Epoch [122][800/940] lr: 3.257e-01, eta: 1 day, 4:36:40, time: 0.682, data_time: 0.001, memory: 9569, top1_acc: 0.3229, top5_acc: 0.5664, loss_cls: 3.1404, loss: 3.1404, grad_norm: 1.2178 2020-07-24 17:26:28,099 - mmaction - INFO - Epoch [122][820/940] lr: 3.257e-01, eta: 1 day, 4:36:11, time: 0.682, data_time: 0.002, memory: 9569, top1_acc: 0.3291, top5_acc: 0.5799, loss_cls: 3.0592, loss: 3.0592, grad_norm: 1.2020 2020-07-24 17:26:41,464 - mmaction - INFO - Epoch [122][840/940] lr: 3.257e-01, eta: 1 day, 4:35:42, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.3254, top5_acc: 0.5723, loss_cls: 3.1097, loss: 3.1097, grad_norm: 1.2290 2020-07-24 17:26:55,071 - mmaction - INFO - Epoch [122][860/940] lr: 3.257e-01, eta: 1 day, 4:35:13, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.3213, top5_acc: 0.5779, loss_cls: 3.0957, loss: 3.0957, grad_norm: 1.2073 2020-07-24 17:27:08,551 - mmaction - INFO - Epoch [122][880/940] lr: 3.257e-01, eta: 1 day, 4:34:44, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3381, top5_acc: 0.5816, loss_cls: 3.0715, loss: 3.0715, grad_norm: 1.2047 2020-07-24 17:27:21,725 - mmaction - INFO - Epoch [122][900/940] lr: 3.257e-01, eta: 1 day, 4:34:14, time: 0.659, data_time: 0.001, memory: 9569, top1_acc: 0.3193, top5_acc: 0.5738, loss_cls: 3.1320, loss: 3.1320, grad_norm: 1.2242 2020-07-24 17:27:34,666 - mmaction - INFO - Epoch [122][920/940] lr: 3.257e-01, eta: 1 day, 4:33:42, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3244, top5_acc: 0.5744, loss_cls: 3.1218, loss: 3.1218, grad_norm: 1.2228 2020-07-24 17:27:46,786 - mmaction - INFO - Epoch [122][940/940] lr: 3.257e-01, eta: 1 day, 4:33:07, time: 0.607, data_time: 0.002, memory: 9569, top1_acc: 0.3204, top5_acc: 0.5720, loss_cls: 3.1662, loss: 3.1662, grad_norm: 1.2258 2020-07-24 17:30:26,199 - mmaction - INFO - Epoch [123][20/940] lr: 3.221e-01, eta: 1 day, 4:43:10, time: 7.759, data_time: 5.971, memory: 9569, top1_acc: 0.3369, top5_acc: 0.5873, loss_cls: 3.0606, loss: 3.0606, grad_norm: 1.2010 2020-07-24 17:30:39,521 - mmaction - INFO - Epoch [123][40/940] lr: 3.221e-01, eta: 1 day, 4:42:40, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3242, top5_acc: 0.5836, loss_cls: 3.0816, loss: 3.0816, grad_norm: 1.2198 2020-07-24 17:30:52,304 - mmaction - INFO - Epoch [123][60/940] lr: 3.221e-01, eta: 1 day, 4:42:08, time: 0.639, data_time: 0.001, memory: 9569, top1_acc: 0.3238, top5_acc: 0.5768, loss_cls: 3.1106, loss: 3.1106, grad_norm: 1.2284 2020-07-24 17:31:05,796 - mmaction - INFO - Epoch [123][80/940] lr: 3.221e-01, eta: 1 day, 4:41:38, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3189, top5_acc: 0.5729, loss_cls: 3.1070, loss: 3.1070, grad_norm: 1.2151 2020-07-24 17:31:18,647 - mmaction - INFO - Epoch [123][100/940] lr: 3.221e-01, eta: 1 day, 4:41:06, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3330, top5_acc: 0.5820, loss_cls: 3.0693, loss: 3.0693, grad_norm: 1.2178 2020-07-24 17:31:32,718 - mmaction - INFO - Epoch [123][120/940] lr: 3.221e-01, eta: 1 day, 4:40:39, time: 0.704, data_time: 0.001, memory: 9569, top1_acc: 0.3244, top5_acc: 0.5789, loss_cls: 3.0824, loss: 3.0824, grad_norm: 1.2325 2020-07-24 17:31:46,258 - mmaction - INFO - Epoch [123][140/940] lr: 3.221e-01, eta: 1 day, 4:40:10, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3359, top5_acc: 0.5912, loss_cls: 3.0155, loss: 3.0155, grad_norm: 1.2445 2020-07-24 17:31:59,144 - mmaction - INFO - Epoch [123][160/940] lr: 3.221e-01, eta: 1 day, 4:39:38, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3182, top5_acc: 0.5787, loss_cls: 3.1027, loss: 3.1027, grad_norm: 1.2284 2020-07-24 17:32:12,715 - mmaction - INFO - Epoch [123][180/940] lr: 3.221e-01, eta: 1 day, 4:39:09, time: 0.678, data_time: 0.001, memory: 9569, top1_acc: 0.3264, top5_acc: 0.5801, loss_cls: 3.0753, loss: 3.0753, grad_norm: 1.2209 2020-07-24 17:32:25,584 - mmaction - INFO - Epoch [123][200/940] lr: 3.221e-01, eta: 1 day, 4:38:37, time: 0.644, data_time: 0.003, memory: 9569, top1_acc: 0.3252, top5_acc: 0.5803, loss_cls: 3.1058, loss: 3.1058, grad_norm: 1.2209 2020-07-24 17:32:38,502 - mmaction - INFO - Epoch [123][220/940] lr: 3.221e-01, eta: 1 day, 4:38:05, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3234, top5_acc: 0.5740, loss_cls: 3.1095, loss: 3.1095, grad_norm: 1.2334 2020-07-24 17:32:52,526 - mmaction - INFO - Epoch [123][240/940] lr: 3.221e-01, eta: 1 day, 4:37:38, time: 0.701, data_time: 0.002, memory: 9569, top1_acc: 0.3301, top5_acc: 0.5781, loss_cls: 3.0962, loss: 3.0962, grad_norm: 1.1823 2020-07-24 17:33:05,769 - mmaction - INFO - Epoch [123][260/940] lr: 3.221e-01, eta: 1 day, 4:37:08, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3166, top5_acc: 0.5729, loss_cls: 3.1059, loss: 3.1059, grad_norm: 1.2327 2020-07-24 17:33:18,725 - mmaction - INFO - Epoch [123][280/940] lr: 3.221e-01, eta: 1 day, 4:36:36, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3314, top5_acc: 0.5848, loss_cls: 3.0671, loss: 3.0671, grad_norm: 1.2165 2020-07-24 17:33:32,178 - mmaction - INFO - Epoch [123][300/940] lr: 3.221e-01, eta: 1 day, 4:36:07, time: 0.674, data_time: 0.003, memory: 9569, top1_acc: 0.3127, top5_acc: 0.5645, loss_cls: 3.1473, loss: 3.1473, grad_norm: 1.2235 2020-07-24 17:33:46,018 - mmaction - INFO - Epoch [123][320/940] lr: 3.221e-01, eta: 1 day, 4:35:39, time: 0.693, data_time: 0.002, memory: 9569, top1_acc: 0.3184, top5_acc: 0.5701, loss_cls: 3.1229, loss: 3.1229, grad_norm: 1.2159 2020-07-24 17:33:59,479 - mmaction - INFO - Epoch [123][340/940] lr: 3.221e-01, eta: 1 day, 4:35:10, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3252, top5_acc: 0.5754, loss_cls: 3.1169, loss: 3.1169, grad_norm: 1.2281 2020-07-24 17:34:12,938 - mmaction - INFO - Epoch [123][360/940] lr: 3.221e-01, eta: 1 day, 4:34:41, time: 0.672, data_time: 0.001, memory: 9569, top1_acc: 0.3262, top5_acc: 0.5744, loss_cls: 3.1063, loss: 3.1063, grad_norm: 1.2365 2020-07-24 17:34:26,374 - mmaction - INFO - Epoch [123][380/940] lr: 3.221e-01, eta: 1 day, 4:34:11, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3299, top5_acc: 0.5842, loss_cls: 3.0715, loss: 3.0715, grad_norm: 1.2199 2020-07-24 17:34:39,793 - mmaction - INFO - Epoch [123][400/940] lr: 3.221e-01, eta: 1 day, 4:33:42, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3285, top5_acc: 0.5863, loss_cls: 3.0499, loss: 3.0499, grad_norm: 1.2178 2020-07-24 17:34:53,621 - mmaction - INFO - Epoch [123][420/940] lr: 3.221e-01, eta: 1 day, 4:33:15, time: 0.692, data_time: 0.003, memory: 9569, top1_acc: 0.3369, top5_acc: 0.5766, loss_cls: 3.0590, loss: 3.0590, grad_norm: 1.2275 2020-07-24 17:35:06,989 - mmaction - INFO - Epoch [123][440/940] lr: 3.221e-01, eta: 1 day, 4:32:45, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3434, top5_acc: 0.5846, loss_cls: 3.0288, loss: 3.0288, grad_norm: 1.2270 2020-07-24 17:35:20,066 - mmaction - INFO - Epoch [123][460/940] lr: 3.221e-01, eta: 1 day, 4:32:14, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3293, top5_acc: 0.5891, loss_cls: 3.0542, loss: 3.0542, grad_norm: 1.2555 2020-07-24 17:35:32,991 - mmaction - INFO - Epoch [123][480/940] lr: 3.221e-01, eta: 1 day, 4:31:43, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3297, top5_acc: 0.5869, loss_cls: 3.0666, loss: 3.0666, grad_norm: 1.2310 2020-07-24 17:35:45,785 - mmaction - INFO - Epoch [123][500/940] lr: 3.221e-01, eta: 1 day, 4:31:11, time: 0.640, data_time: 0.002, memory: 9569, top1_acc: 0.3365, top5_acc: 0.5768, loss_cls: 3.1015, loss: 3.1015, grad_norm: 1.2195 2020-07-24 17:35:59,876 - mmaction - INFO - Epoch [123][520/940] lr: 3.221e-01, eta: 1 day, 4:30:44, time: 0.705, data_time: 0.002, memory: 9569, top1_acc: 0.3344, top5_acc: 0.5861, loss_cls: 3.0372, loss: 3.0372, grad_norm: 1.2294 2020-07-24 17:36:13,072 - mmaction - INFO - Epoch [123][540/940] lr: 3.221e-01, eta: 1 day, 4:30:14, time: 0.660, data_time: 0.002, memory: 9569, top1_acc: 0.3281, top5_acc: 0.5740, loss_cls: 3.1224, loss: 3.1224, grad_norm: 1.2176 2020-07-24 17:36:26,415 - mmaction - INFO - Epoch [123][560/940] lr: 3.221e-01, eta: 1 day, 4:29:45, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.3242, top5_acc: 0.5768, loss_cls: 3.1182, loss: 3.1182, grad_norm: 1.2316 2020-07-24 17:36:39,450 - mmaction - INFO - Epoch [123][580/940] lr: 3.221e-01, eta: 1 day, 4:29:14, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.3238, top5_acc: 0.5645, loss_cls: 3.1318, loss: 3.1318, grad_norm: 1.2012 2020-07-24 17:36:52,872 - mmaction - INFO - Epoch [123][600/940] lr: 3.221e-01, eta: 1 day, 4:28:45, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3352, top5_acc: 0.5861, loss_cls: 3.0661, loss: 3.0661, grad_norm: 1.2360 2020-07-24 17:37:06,596 - mmaction - INFO - Epoch [123][620/940] lr: 3.221e-01, eta: 1 day, 4:28:17, time: 0.687, data_time: 0.002, memory: 9569, top1_acc: 0.3223, top5_acc: 0.5740, loss_cls: 3.1199, loss: 3.1199, grad_norm: 1.2172 2020-07-24 17:37:20,052 - mmaction - INFO - Epoch [123][640/940] lr: 3.221e-01, eta: 1 day, 4:27:48, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3184, top5_acc: 0.5730, loss_cls: 3.1217, loss: 3.1217, grad_norm: 1.2314 2020-07-24 17:37:32,978 - mmaction - INFO - Epoch [123][660/940] lr: 3.221e-01, eta: 1 day, 4:27:17, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3277, top5_acc: 0.5799, loss_cls: 3.0879, loss: 3.0879, grad_norm: 1.2523 2020-07-24 17:37:45,839 - mmaction - INFO - Epoch [123][680/940] lr: 3.221e-01, eta: 1 day, 4:26:45, time: 0.644, data_time: 0.003, memory: 9569, top1_acc: 0.3248, top5_acc: 0.5760, loss_cls: 3.1236, loss: 3.1236, grad_norm: 1.1854 2020-07-24 17:38:00,366 - mmaction - INFO - Epoch [123][700/940] lr: 3.221e-01, eta: 1 day, 4:26:21, time: 0.726, data_time: 0.001, memory: 9569, top1_acc: 0.3328, top5_acc: 0.5838, loss_cls: 3.0589, loss: 3.0589, grad_norm: 1.2178 2020-07-24 17:38:13,812 - mmaction - INFO - Epoch [123][720/940] lr: 3.221e-01, eta: 1 day, 4:25:52, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3275, top5_acc: 0.5736, loss_cls: 3.0757, loss: 3.0757, grad_norm: 1.2429 2020-07-24 17:38:26,683 - mmaction - INFO - Epoch [123][740/940] lr: 3.221e-01, eta: 1 day, 4:25:21, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3170, top5_acc: 0.5764, loss_cls: 3.1483, loss: 3.1483, grad_norm: 1.2514 2020-07-24 17:38:39,652 - mmaction - INFO - Epoch [123][760/940] lr: 3.221e-01, eta: 1 day, 4:24:50, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.3105, top5_acc: 0.5754, loss_cls: 3.1671, loss: 3.1671, grad_norm: 1.2238 2020-07-24 17:38:53,519 - mmaction - INFO - Epoch [123][780/940] lr: 3.221e-01, eta: 1 day, 4:24:23, time: 0.695, data_time: 0.003, memory: 9569, top1_acc: 0.3176, top5_acc: 0.5764, loss_cls: 3.1181, loss: 3.1181, grad_norm: 1.2049 2020-07-24 17:39:06,520 - mmaction - INFO - Epoch [123][800/940] lr: 3.221e-01, eta: 1 day, 4:23:52, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3256, top5_acc: 0.5869, loss_cls: 3.0561, loss: 3.0561, grad_norm: 1.2171 2020-07-24 17:39:19,961 - mmaction - INFO - Epoch [123][820/940] lr: 3.221e-01, eta: 1 day, 4:23:23, time: 0.674, data_time: 0.004, memory: 9569, top1_acc: 0.3195, top5_acc: 0.5707, loss_cls: 3.1216, loss: 3.1216, grad_norm: 1.2501 2020-07-24 17:39:33,406 - mmaction - INFO - Epoch [123][840/940] lr: 3.221e-01, eta: 1 day, 4:22:54, time: 0.672, data_time: 0.003, memory: 9569, top1_acc: 0.3283, top5_acc: 0.5787, loss_cls: 3.0802, loss: 3.0802, grad_norm: 1.2090 2020-07-24 17:39:46,664 - mmaction - INFO - Epoch [123][860/940] lr: 3.221e-01, eta: 1 day, 4:22:25, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3203, top5_acc: 0.5703, loss_cls: 3.1411, loss: 3.1411, grad_norm: 1.2203 2020-07-24 17:39:59,704 - mmaction - INFO - Epoch [123][880/940] lr: 3.221e-01, eta: 1 day, 4:21:54, time: 0.653, data_time: 0.003, memory: 9569, top1_acc: 0.3254, top5_acc: 0.5783, loss_cls: 3.1185, loss: 3.1185, grad_norm: 1.2324 2020-07-24 17:40:12,631 - mmaction - INFO - Epoch [123][900/940] lr: 3.221e-01, eta: 1 day, 4:21:23, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3211, top5_acc: 0.5760, loss_cls: 3.1262, loss: 3.1262, grad_norm: 1.2087 2020-07-24 17:40:26,607 - mmaction - INFO - Epoch [123][920/940] lr: 3.221e-01, eta: 1 day, 4:20:57, time: 0.699, data_time: 0.003, memory: 9569, top1_acc: 0.3211, top5_acc: 0.5779, loss_cls: 3.1047, loss: 3.1047, grad_norm: 1.2322 2020-07-24 17:40:38,765 - mmaction - INFO - Epoch [123][940/940] lr: 3.221e-01, eta: 1 day, 4:20:23, time: 0.609, data_time: 0.003, memory: 9569, top1_acc: 0.3245, top5_acc: 0.5743, loss_cls: 3.1184, loss: 3.1184, grad_norm: 1.2319 2020-07-24 17:42:58,048 - mmaction - INFO - Epoch [124][20/940] lr: 3.184e-01, eta: 1 day, 4:28:31, time: 6.704, data_time: 5.670, memory: 9569, top1_acc: 0.3184, top5_acc: 0.5773, loss_cls: 3.1074, loss: 3.1074, grad_norm: 1.1991 2020-07-24 17:43:11,592 - mmaction - INFO - Epoch [124][40/940] lr: 3.184e-01, eta: 1 day, 4:28:03, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.3191, top5_acc: 0.5764, loss_cls: 3.0905, loss: 3.0905, grad_norm: 1.2163 2020-07-24 17:43:25,570 - mmaction - INFO - Epoch [124][60/940] lr: 3.184e-01, eta: 1 day, 4:27:36, time: 0.698, data_time: 0.003, memory: 9569, top1_acc: 0.3301, top5_acc: 0.5895, loss_cls: 3.0592, loss: 3.0592, grad_norm: 1.2209 2020-07-24 17:43:38,893 - mmaction - INFO - Epoch [124][80/940] lr: 3.184e-01, eta: 1 day, 4:27:06, time: 0.667, data_time: 0.003, memory: 9569, top1_acc: 0.3324, top5_acc: 0.5744, loss_cls: 3.0787, loss: 3.0787, grad_norm: 1.2365 2020-07-24 17:43:51,733 - mmaction - INFO - Epoch [124][100/940] lr: 3.184e-01, eta: 1 day, 4:26:35, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3268, top5_acc: 0.5736, loss_cls: 3.1151, loss: 3.1151, grad_norm: 1.2377 2020-07-24 17:44:05,570 - mmaction - INFO - Epoch [124][120/940] lr: 3.184e-01, eta: 1 day, 4:26:07, time: 0.692, data_time: 0.002, memory: 9569, top1_acc: 0.3238, top5_acc: 0.5744, loss_cls: 3.0945, loss: 3.0945, grad_norm: 1.2178 2020-07-24 17:44:18,974 - mmaction - INFO - Epoch [124][140/940] lr: 3.184e-01, eta: 1 day, 4:25:38, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.3271, top5_acc: 0.5793, loss_cls: 3.0848, loss: 3.0848, grad_norm: 1.2359 2020-07-24 17:44:32,717 - mmaction - INFO - Epoch [124][160/940] lr: 3.184e-01, eta: 1 day, 4:25:11, time: 0.687, data_time: 0.002, memory: 9569, top1_acc: 0.3314, top5_acc: 0.5834, loss_cls: 3.0605, loss: 3.0605, grad_norm: 1.2383 2020-07-24 17:44:45,609 - mmaction - INFO - Epoch [124][180/940] lr: 3.184e-01, eta: 1 day, 4:24:39, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3309, top5_acc: 0.5717, loss_cls: 3.1093, loss: 3.1093, grad_norm: 1.2203 2020-07-24 17:44:59,101 - mmaction - INFO - Epoch [124][200/940] lr: 3.184e-01, eta: 1 day, 4:24:11, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3186, top5_acc: 0.5734, loss_cls: 3.1080, loss: 3.1080, grad_norm: 1.2312 2020-07-24 17:45:12,542 - mmaction - INFO - Epoch [124][220/940] lr: 3.184e-01, eta: 1 day, 4:23:42, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3312, top5_acc: 0.5777, loss_cls: 3.0778, loss: 3.0778, grad_norm: 1.2234 2020-07-24 17:45:26,351 - mmaction - INFO - Epoch [124][240/940] lr: 3.184e-01, eta: 1 day, 4:23:14, time: 0.690, data_time: 0.002, memory: 9569, top1_acc: 0.3291, top5_acc: 0.5783, loss_cls: 3.0619, loss: 3.0619, grad_norm: 1.2152 2020-07-24 17:45:39,351 - mmaction - INFO - Epoch [124][260/940] lr: 3.184e-01, eta: 1 day, 4:22:44, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3299, top5_acc: 0.5818, loss_cls: 3.0662, loss: 3.0662, grad_norm: 1.2287 2020-07-24 17:45:52,702 - mmaction - INFO - Epoch [124][280/940] lr: 3.184e-01, eta: 1 day, 4:22:14, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3250, top5_acc: 0.5830, loss_cls: 3.0544, loss: 3.0544, grad_norm: 1.2445 2020-07-24 17:46:06,006 - mmaction - INFO - Epoch [124][300/940] lr: 3.184e-01, eta: 1 day, 4:21:45, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.3219, top5_acc: 0.5746, loss_cls: 3.0917, loss: 3.0917, grad_norm: 1.2610 2020-07-24 17:46:19,710 - mmaction - INFO - Epoch [124][320/940] lr: 3.184e-01, eta: 1 day, 4:21:17, time: 0.684, data_time: 0.002, memory: 9569, top1_acc: 0.3330, top5_acc: 0.5854, loss_cls: 3.0549, loss: 3.0549, grad_norm: 1.2130 2020-07-24 17:46:32,545 - mmaction - INFO - Epoch [124][340/940] lr: 3.184e-01, eta: 1 day, 4:20:46, time: 0.643, data_time: 0.003, memory: 9569, top1_acc: 0.3326, top5_acc: 0.5861, loss_cls: 3.0373, loss: 3.0373, grad_norm: 1.2443 2020-07-24 17:46:45,872 - mmaction - INFO - Epoch [124][360/940] lr: 3.184e-01, eta: 1 day, 4:20:17, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.3252, top5_acc: 0.5744, loss_cls: 3.0967, loss: 3.0967, grad_norm: 1.2303 2020-07-24 17:46:59,321 - mmaction - INFO - Epoch [124][380/940] lr: 3.184e-01, eta: 1 day, 4:19:48, time: 0.673, data_time: 0.003, memory: 9569, top1_acc: 0.3301, top5_acc: 0.5875, loss_cls: 3.0512, loss: 3.0512, grad_norm: 1.2248 2020-07-24 17:47:12,870 - mmaction - INFO - Epoch [124][400/940] lr: 3.184e-01, eta: 1 day, 4:19:20, time: 0.677, data_time: 0.001, memory: 9569, top1_acc: 0.3318, top5_acc: 0.5717, loss_cls: 3.0764, loss: 3.0764, grad_norm: 1.2067 2020-07-24 17:47:25,830 - mmaction - INFO - Epoch [124][420/940] lr: 3.184e-01, eta: 1 day, 4:18:49, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.3316, top5_acc: 0.5775, loss_cls: 3.0851, loss: 3.0851, grad_norm: 1.2275 2020-07-24 17:47:39,216 - mmaction - INFO - Epoch [124][440/940] lr: 3.184e-01, eta: 1 day, 4:18:20, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.3207, top5_acc: 0.5711, loss_cls: 3.1245, loss: 3.1245, grad_norm: 1.2165 2020-07-24 17:47:52,905 - mmaction - INFO - Epoch [124][460/940] lr: 3.184e-01, eta: 1 day, 4:17:53, time: 0.686, data_time: 0.002, memory: 9569, top1_acc: 0.3322, top5_acc: 0.5832, loss_cls: 3.0782, loss: 3.0782, grad_norm: 1.2175 2020-07-24 17:48:05,890 - mmaction - INFO - Epoch [124][480/940] lr: 3.184e-01, eta: 1 day, 4:17:22, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.3236, top5_acc: 0.5746, loss_cls: 3.1018, loss: 3.1018, grad_norm: 1.2266 2020-07-24 17:48:19,161 - mmaction - INFO - Epoch [124][500/940] lr: 3.184e-01, eta: 1 day, 4:16:53, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3332, top5_acc: 0.5922, loss_cls: 3.0370, loss: 3.0370, grad_norm: 1.2485 2020-07-24 17:48:32,677 - mmaction - INFO - Epoch [124][520/940] lr: 3.184e-01, eta: 1 day, 4:16:25, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3328, top5_acc: 0.5813, loss_cls: 3.0730, loss: 3.0730, grad_norm: 1.2331 2020-07-24 17:48:46,144 - mmaction - INFO - Epoch [124][540/940] lr: 3.184e-01, eta: 1 day, 4:15:56, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3314, top5_acc: 0.5805, loss_cls: 3.0535, loss: 3.0535, grad_norm: 1.2392 2020-07-24 17:48:59,619 - mmaction - INFO - Epoch [124][560/940] lr: 3.184e-01, eta: 1 day, 4:15:28, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3285, top5_acc: 0.5801, loss_cls: 3.0844, loss: 3.0844, grad_norm: 1.2359 2020-07-24 17:49:12,493 - mmaction - INFO - Epoch [124][580/940] lr: 3.184e-01, eta: 1 day, 4:14:57, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3238, top5_acc: 0.5875, loss_cls: 3.0660, loss: 3.0660, grad_norm: 1.2137 2020-07-24 17:49:26,192 - mmaction - INFO - Epoch [124][600/940] lr: 3.184e-01, eta: 1 day, 4:14:29, time: 0.685, data_time: 0.002, memory: 9569, top1_acc: 0.3271, top5_acc: 0.5838, loss_cls: 3.0804, loss: 3.0804, grad_norm: 1.2523 2020-07-24 17:49:39,129 - mmaction - INFO - Epoch [124][620/940] lr: 3.184e-01, eta: 1 day, 4:13:59, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3143, top5_acc: 0.5699, loss_cls: 3.1563, loss: 3.1563, grad_norm: 1.2652 2020-07-24 17:49:52,503 - mmaction - INFO - Epoch [124][640/940] lr: 3.184e-01, eta: 1 day, 4:13:30, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.3275, top5_acc: 0.5732, loss_cls: 3.0889, loss: 3.0889, grad_norm: 1.2244 2020-07-24 17:50:05,427 - mmaction - INFO - Epoch [124][660/940] lr: 3.184e-01, eta: 1 day, 4:13:00, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3197, top5_acc: 0.5777, loss_cls: 3.1020, loss: 3.1020, grad_norm: 1.2343 2020-07-24 17:50:19,260 - mmaction - INFO - Epoch [124][680/940] lr: 3.184e-01, eta: 1 day, 4:12:33, time: 0.692, data_time: 0.002, memory: 9569, top1_acc: 0.3287, top5_acc: 0.5832, loss_cls: 3.0749, loss: 3.0749, grad_norm: 1.2180 2020-07-24 17:50:32,340 - mmaction - INFO - Epoch [124][700/940] lr: 3.184e-01, eta: 1 day, 4:12:03, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3344, top5_acc: 0.5885, loss_cls: 3.0682, loss: 3.0682, grad_norm: 1.2344 2020-07-24 17:50:46,335 - mmaction - INFO - Epoch [124][720/940] lr: 3.184e-01, eta: 1 day, 4:11:37, time: 0.700, data_time: 0.001, memory: 9569, top1_acc: 0.3238, top5_acc: 0.5695, loss_cls: 3.1193, loss: 3.1193, grad_norm: 1.2098 2020-07-24 17:50:59,621 - mmaction - INFO - Epoch [124][740/940] lr: 3.184e-01, eta: 1 day, 4:11:08, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3244, top5_acc: 0.5668, loss_cls: 3.1207, loss: 3.1207, grad_norm: 1.2153 2020-07-24 17:51:12,537 - mmaction - INFO - Epoch [124][760/940] lr: 3.184e-01, eta: 1 day, 4:10:37, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3264, top5_acc: 0.5809, loss_cls: 3.1060, loss: 3.1060, grad_norm: 1.2160 2020-07-24 17:51:26,016 - mmaction - INFO - Epoch [124][780/940] lr: 3.184e-01, eta: 1 day, 4:10:09, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3275, top5_acc: 0.5773, loss_cls: 3.0884, loss: 3.0884, grad_norm: 1.2392 2020-07-24 17:51:39,478 - mmaction - INFO - Epoch [124][800/940] lr: 3.184e-01, eta: 1 day, 4:09:41, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3275, top5_acc: 0.5709, loss_cls: 3.1105, loss: 3.1105, grad_norm: 1.2339 2020-07-24 17:51:53,167 - mmaction - INFO - Epoch [124][820/940] lr: 3.184e-01, eta: 1 day, 4:09:14, time: 0.685, data_time: 0.002, memory: 9569, top1_acc: 0.3334, top5_acc: 0.5820, loss_cls: 3.0647, loss: 3.0647, grad_norm: 1.2043 2020-07-24 17:52:06,305 - mmaction - INFO - Epoch [124][840/940] lr: 3.184e-01, eta: 1 day, 4:08:44, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.3410, top5_acc: 0.5867, loss_cls: 3.0429, loss: 3.0429, grad_norm: 1.2429 2020-07-24 17:52:20,356 - mmaction - INFO - Epoch [124][860/940] lr: 3.184e-01, eta: 1 day, 4:08:19, time: 0.704, data_time: 0.003, memory: 9569, top1_acc: 0.3342, top5_acc: 0.5822, loss_cls: 3.0672, loss: 3.0672, grad_norm: 1.2214 2020-07-24 17:52:33,309 - mmaction - INFO - Epoch [124][880/940] lr: 3.184e-01, eta: 1 day, 4:07:48, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.3234, top5_acc: 0.5703, loss_cls: 3.1423, loss: 3.1423, grad_norm: 1.2417 2020-07-24 17:52:46,758 - mmaction - INFO - Epoch [124][900/940] lr: 3.184e-01, eta: 1 day, 4:07:20, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3338, top5_acc: 0.5902, loss_cls: 3.0577, loss: 3.0577, grad_norm: 1.2170 2020-07-24 17:53:00,021 - mmaction - INFO - Epoch [124][920/940] lr: 3.184e-01, eta: 1 day, 4:06:51, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.3281, top5_acc: 0.5814, loss_cls: 3.0918, loss: 3.0918, grad_norm: 1.2283 2020-07-24 17:53:12,149 - mmaction - INFO - Epoch [124][940/940] lr: 3.184e-01, eta: 1 day, 4:06:18, time: 0.608, data_time: 0.002, memory: 9569, top1_acc: 0.3450, top5_acc: 0.6021, loss_cls: 2.9754, loss: 2.9754, grad_norm: 1.2501 2020-07-24 17:53:17,013 - mmaction - INFO - Saving checkpoint at 124 epochs 2020-07-24 17:55:48,014 - mmaction - INFO - Epoch [125][20/940] lr: 3.147e-01, eta: 1 day, 4:15:13, time: 7.506, data_time: 5.483, memory: 9569, top1_acc: 0.3291, top5_acc: 0.5871, loss_cls: 3.0681, loss: 3.0681, grad_norm: 1.2518 2020-07-24 17:56:00,867 - mmaction - INFO - Epoch [125][40/940] lr: 3.147e-01, eta: 1 day, 4:14:42, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.3311, top5_acc: 0.5750, loss_cls: 3.0940, loss: 3.0940, grad_norm: 1.2218 2020-07-24 17:56:14,805 - mmaction - INFO - Epoch [125][60/940] lr: 3.147e-01, eta: 1 day, 4:14:15, time: 0.697, data_time: 0.002, memory: 9569, top1_acc: 0.3363, top5_acc: 0.5889, loss_cls: 3.0505, loss: 3.0505, grad_norm: 1.2183 2020-07-24 17:56:28,262 - mmaction - INFO - Epoch [125][80/940] lr: 3.147e-01, eta: 1 day, 4:13:47, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3379, top5_acc: 0.5842, loss_cls: 3.0621, loss: 3.0621, grad_norm: 1.2564 2020-07-24 17:56:41,094 - mmaction - INFO - Epoch [125][100/940] lr: 3.147e-01, eta: 1 day, 4:13:16, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3312, top5_acc: 0.5770, loss_cls: 3.0500, loss: 3.0500, grad_norm: 1.2349 2020-07-24 17:56:54,556 - mmaction - INFO - Epoch [125][120/940] lr: 3.147e-01, eta: 1 day, 4:12:48, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3352, top5_acc: 0.5828, loss_cls: 3.0583, loss: 3.0583, grad_norm: 1.2616 2020-07-24 17:57:07,589 - mmaction - INFO - Epoch [125][140/940] lr: 3.147e-01, eta: 1 day, 4:12:17, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.3172, top5_acc: 0.5756, loss_cls: 3.1434, loss: 3.1434, grad_norm: 1.2271 2020-07-24 17:57:21,630 - mmaction - INFO - Epoch [125][160/940] lr: 3.147e-01, eta: 1 day, 4:11:51, time: 0.702, data_time: 0.002, memory: 9569, top1_acc: 0.3260, top5_acc: 0.5844, loss_cls: 3.0613, loss: 3.0613, grad_norm: 1.2189 2020-07-24 17:57:34,747 - mmaction - INFO - Epoch [125][180/940] lr: 3.147e-01, eta: 1 day, 4:11:22, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.3199, top5_acc: 0.5748, loss_cls: 3.0970, loss: 3.0970, grad_norm: 1.2392 2020-07-24 17:57:48,229 - mmaction - INFO - Epoch [125][200/940] lr: 3.147e-01, eta: 1 day, 4:10:53, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3277, top5_acc: 0.5803, loss_cls: 3.0398, loss: 3.0398, grad_norm: 1.2229 2020-07-24 17:58:01,623 - mmaction - INFO - Epoch [125][220/940] lr: 3.147e-01, eta: 1 day, 4:10:25, time: 0.671, data_time: 0.003, memory: 9569, top1_acc: 0.3326, top5_acc: 0.5844, loss_cls: 3.0589, loss: 3.0589, grad_norm: 1.2545 2020-07-24 17:58:14,858 - mmaction - INFO - Epoch [125][240/940] lr: 3.147e-01, eta: 1 day, 4:09:56, time: 0.661, data_time: 0.002, memory: 9569, top1_acc: 0.3299, top5_acc: 0.5783, loss_cls: 3.0721, loss: 3.0721, grad_norm: 1.2370 2020-07-24 17:58:28,271 - mmaction - INFO - Epoch [125][260/940] lr: 3.147e-01, eta: 1 day, 4:09:27, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3303, top5_acc: 0.5818, loss_cls: 3.0907, loss: 3.0907, grad_norm: 1.2400 2020-07-24 17:58:41,156 - mmaction - INFO - Epoch [125][280/940] lr: 3.147e-01, eta: 1 day, 4:08:56, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3365, top5_acc: 0.5844, loss_cls: 3.0720, loss: 3.0720, grad_norm: 1.2333 2020-07-24 17:58:55,247 - mmaction - INFO - Epoch [125][300/940] lr: 3.147e-01, eta: 1 day, 4:08:31, time: 0.704, data_time: 0.002, memory: 9569, top1_acc: 0.3242, top5_acc: 0.5824, loss_cls: 3.0804, loss: 3.0804, grad_norm: 1.2264 2020-07-24 17:59:08,675 - mmaction - INFO - Epoch [125][320/940] lr: 3.147e-01, eta: 1 day, 4:08:02, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3215, top5_acc: 0.5814, loss_cls: 3.1021, loss: 3.1021, grad_norm: 1.2570 2020-07-24 17:59:21,570 - mmaction - INFO - Epoch [125][340/940] lr: 3.147e-01, eta: 1 day, 4:07:32, time: 0.644, data_time: 0.003, memory: 9569, top1_acc: 0.3438, top5_acc: 0.5830, loss_cls: 3.0445, loss: 3.0445, grad_norm: 1.2073 2020-07-24 17:59:35,697 - mmaction - INFO - Epoch [125][360/940] lr: 3.147e-01, eta: 1 day, 4:07:06, time: 0.707, data_time: 0.003, memory: 9569, top1_acc: 0.3361, top5_acc: 0.5922, loss_cls: 3.0312, loss: 3.0312, grad_norm: 1.2281 2020-07-24 17:59:48,692 - mmaction - INFO - Epoch [125][380/940] lr: 3.147e-01, eta: 1 day, 4:06:36, time: 0.649, data_time: 0.005, memory: 9569, top1_acc: 0.3332, top5_acc: 0.5838, loss_cls: 3.0594, loss: 3.0594, grad_norm: 1.2519 2020-07-24 18:00:02,698 - mmaction - INFO - Epoch [125][400/940] lr: 3.147e-01, eta: 1 day, 4:06:10, time: 0.698, data_time: 0.002, memory: 9569, top1_acc: 0.3367, top5_acc: 0.5883, loss_cls: 3.0472, loss: 3.0472, grad_norm: 1.2562 2020-07-24 18:00:23,047 - mmaction - INFO - Epoch [125][420/940] lr: 3.147e-01, eta: 1 day, 4:06:10, time: 1.018, data_time: 0.014, memory: 9569, top1_acc: 0.3258, top5_acc: 0.5742, loss_cls: 3.0978, loss: 3.0978, grad_norm: 1.2590 2020-07-24 18:00:36,926 - mmaction - INFO - Epoch [125][440/940] lr: 3.147e-01, eta: 1 day, 4:05:44, time: 0.696, data_time: 0.018, memory: 9569, top1_acc: 0.3355, top5_acc: 0.5943, loss_cls: 3.0784, loss: 3.0784, grad_norm: 1.2279 2020-07-24 18:00:50,325 - mmaction - INFO - Epoch [125][460/940] lr: 3.147e-01, eta: 1 day, 4:05:16, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3330, top5_acc: 0.5879, loss_cls: 3.0567, loss: 3.0567, grad_norm: 1.2230 2020-07-24 18:01:03,702 - mmaction - INFO - Epoch [125][480/940] lr: 3.147e-01, eta: 1 day, 4:04:47, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3244, top5_acc: 0.5771, loss_cls: 3.0944, loss: 3.0944, grad_norm: 1.2308 2020-07-24 18:01:17,484 - mmaction - INFO - Epoch [125][500/940] lr: 3.147e-01, eta: 1 day, 4:04:20, time: 0.684, data_time: 0.002, memory: 9569, top1_acc: 0.3330, top5_acc: 0.5891, loss_cls: 3.0539, loss: 3.0539, grad_norm: 1.2386 2020-07-24 18:01:30,444 - mmaction - INFO - Epoch [125][520/940] lr: 3.147e-01, eta: 1 day, 4:03:50, time: 0.653, data_time: 0.007, memory: 9569, top1_acc: 0.3184, top5_acc: 0.5758, loss_cls: 3.1321, loss: 3.1321, grad_norm: 1.2248 2020-07-24 18:01:43,506 - mmaction - INFO - Epoch [125][540/940] lr: 3.147e-01, eta: 1 day, 4:03:21, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3287, top5_acc: 0.5840, loss_cls: 3.0679, loss: 3.0679, grad_norm: 1.1978 2020-07-24 18:01:56,781 - mmaction - INFO - Epoch [125][560/940] lr: 3.147e-01, eta: 1 day, 4:02:52, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3311, top5_acc: 0.5734, loss_cls: 3.0905, loss: 3.0905, grad_norm: 1.2237 2020-07-24 18:02:09,829 - mmaction - INFO - Epoch [125][580/940] lr: 3.147e-01, eta: 1 day, 4:02:22, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3303, top5_acc: 0.5764, loss_cls: 3.0705, loss: 3.0705, grad_norm: 1.2219 2020-07-24 18:02:23,357 - mmaction - INFO - Epoch [125][600/940] lr: 3.147e-01, eta: 1 day, 4:01:55, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3174, top5_acc: 0.5807, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.2291 2020-07-24 18:02:36,296 - mmaction - INFO - Epoch [125][620/940] lr: 3.147e-01, eta: 1 day, 4:01:25, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3164, top5_acc: 0.5721, loss_cls: 3.1393, loss: 3.1393, grad_norm: 1.2472 2020-07-24 18:02:49,575 - mmaction - INFO - Epoch [125][640/940] lr: 3.147e-01, eta: 1 day, 4:00:56, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.3227, top5_acc: 0.5727, loss_cls: 3.1234, loss: 3.1234, grad_norm: 1.2275 2020-07-24 18:03:02,851 - mmaction - INFO - Epoch [125][660/940] lr: 3.147e-01, eta: 1 day, 4:00:27, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.3279, top5_acc: 0.5797, loss_cls: 3.0832, loss: 3.0832, grad_norm: 1.2225 2020-07-24 18:03:16,689 - mmaction - INFO - Epoch [125][680/940] lr: 3.147e-01, eta: 1 day, 4:00:01, time: 0.693, data_time: 0.003, memory: 9569, top1_acc: 0.3285, top5_acc: 0.5889, loss_cls: 3.0532, loss: 3.0532, grad_norm: 1.2239 2020-07-24 18:03:29,537 - mmaction - INFO - Epoch [125][700/940] lr: 3.147e-01, eta: 1 day, 3:59:31, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3322, top5_acc: 0.5787, loss_cls: 3.0537, loss: 3.0537, grad_norm: 1.2321 2020-07-24 18:03:43,149 - mmaction - INFO - Epoch [125][720/940] lr: 3.147e-01, eta: 1 day, 3:59:03, time: 0.681, data_time: 0.002, memory: 9569, top1_acc: 0.3311, top5_acc: 0.5791, loss_cls: 3.0947, loss: 3.0947, grad_norm: 1.2385 2020-07-24 18:03:56,463 - mmaction - INFO - Epoch [125][740/940] lr: 3.147e-01, eta: 1 day, 3:58:35, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.3262, top5_acc: 0.5674, loss_cls: 3.1218, loss: 3.1218, grad_norm: 1.2256 2020-07-24 18:04:09,943 - mmaction - INFO - Epoch [125][760/940] lr: 3.147e-01, eta: 1 day, 3:58:07, time: 0.674, data_time: 0.003, memory: 9569, top1_acc: 0.3154, top5_acc: 0.5729, loss_cls: 3.1172, loss: 3.1172, grad_norm: 1.2530 2020-07-24 18:04:22,885 - mmaction - INFO - Epoch [125][780/940] lr: 3.147e-01, eta: 1 day, 3:57:37, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3248, top5_acc: 0.5723, loss_cls: 3.1006, loss: 3.1006, grad_norm: 1.2511 2020-07-24 18:04:36,394 - mmaction - INFO - Epoch [125][800/940] lr: 3.147e-01, eta: 1 day, 3:57:10, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3229, top5_acc: 0.5654, loss_cls: 3.1322, loss: 3.1322, grad_norm: 1.2239 2020-07-24 18:04:49,317 - mmaction - INFO - Epoch [125][820/940] lr: 3.147e-01, eta: 1 day, 3:56:40, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.3377, top5_acc: 0.5791, loss_cls: 3.0717, loss: 3.0717, grad_norm: 1.2324 2020-07-24 18:05:02,201 - mmaction - INFO - Epoch [125][840/940] lr: 3.147e-01, eta: 1 day, 3:56:10, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3281, top5_acc: 0.5762, loss_cls: 3.0927, loss: 3.0927, grad_norm: 1.2452 2020-07-24 18:05:15,706 - mmaction - INFO - Epoch [125][860/940] lr: 3.147e-01, eta: 1 day, 3:55:42, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3178, top5_acc: 0.5832, loss_cls: 3.1184, loss: 3.1184, grad_norm: 1.2530 2020-07-24 18:05:29,084 - mmaction - INFO - Epoch [125][880/940] lr: 3.147e-01, eta: 1 day, 3:55:14, time: 0.670, data_time: 0.003, memory: 9569, top1_acc: 0.3283, top5_acc: 0.5820, loss_cls: 3.0843, loss: 3.0843, grad_norm: 1.2414 2020-07-24 18:05:41,912 - mmaction - INFO - Epoch [125][900/940] lr: 3.147e-01, eta: 1 day, 3:54:44, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3207, top5_acc: 0.5861, loss_cls: 3.0963, loss: 3.0963, grad_norm: 1.2480 2020-07-24 18:05:54,886 - mmaction - INFO - Epoch [125][920/940] lr: 3.147e-01, eta: 1 day, 3:54:14, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3195, top5_acc: 0.5670, loss_cls: 3.1300, loss: 3.1300, grad_norm: 1.2402 2020-07-24 18:06:07,124 - mmaction - INFO - Epoch [125][940/940] lr: 3.147e-01, eta: 1 day, 3:53:42, time: 0.613, data_time: 0.003, memory: 9569, top1_acc: 0.3300, top5_acc: 0.5854, loss_cls: 3.0693, loss: 3.0693, grad_norm: 1.2284 2020-07-24 18:08:24,423 - mmaction - INFO - Epoch [126][20/940] lr: 3.110e-01, eta: 1 day, 4:00:59, time: 6.527, data_time: 5.621, memory: 9569, top1_acc: 0.3252, top5_acc: 0.5809, loss_cls: 3.0845, loss: 3.0845, grad_norm: 1.2479 2020-07-24 18:08:37,235 - mmaction - INFO - Epoch [126][40/940] lr: 3.110e-01, eta: 1 day, 4:00:28, time: 0.640, data_time: 0.002, memory: 9569, top1_acc: 0.3393, top5_acc: 0.5850, loss_cls: 3.0442, loss: 3.0442, grad_norm: 1.2195 2020-07-24 18:08:50,108 - mmaction - INFO - Epoch [126][60/940] lr: 3.110e-01, eta: 1 day, 3:59:58, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0541, loss: 3.0541, grad_norm: 1.2356 2020-07-24 18:09:03,475 - mmaction - INFO - Epoch [126][80/940] lr: 3.110e-01, eta: 1 day, 3:59:30, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.3205, top5_acc: 0.5818, loss_cls: 3.0893, loss: 3.0893, grad_norm: 1.2372 2020-07-24 18:09:16,394 - mmaction - INFO - Epoch [126][100/940] lr: 3.110e-01, eta: 1 day, 3:59:00, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3207, top5_acc: 0.5764, loss_cls: 3.1026, loss: 3.1026, grad_norm: 1.2328 2020-07-24 18:09:30,338 - mmaction - INFO - Epoch [126][120/940] lr: 3.110e-01, eta: 1 day, 3:58:34, time: 0.698, data_time: 0.002, memory: 9569, top1_acc: 0.3293, top5_acc: 0.5721, loss_cls: 3.0935, loss: 3.0935, grad_norm: 1.2367 2020-07-24 18:09:43,740 - mmaction - INFO - Epoch [126][140/940] lr: 3.110e-01, eta: 1 day, 3:58:05, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3424, top5_acc: 0.5943, loss_cls: 3.0046, loss: 3.0046, grad_norm: 1.2483 2020-07-24 18:09:56,915 - mmaction - INFO - Epoch [126][160/940] lr: 3.110e-01, eta: 1 day, 3:57:37, time: 0.660, data_time: 0.003, memory: 9569, top1_acc: 0.3455, top5_acc: 0.5900, loss_cls: 3.0076, loss: 3.0076, grad_norm: 1.2684 2020-07-24 18:10:09,956 - mmaction - INFO - Epoch [126][180/940] lr: 3.110e-01, eta: 1 day, 3:57:07, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.3230, top5_acc: 0.5766, loss_cls: 3.1262, loss: 3.1262, grad_norm: 1.2518 2020-07-24 18:10:23,797 - mmaction - INFO - Epoch [126][200/940] lr: 3.110e-01, eta: 1 day, 3:56:41, time: 0.693, data_time: 0.002, memory: 9569, top1_acc: 0.3311, top5_acc: 0.5781, loss_cls: 3.0721, loss: 3.0721, grad_norm: 1.2265 2020-07-24 18:10:37,232 - mmaction - INFO - Epoch [126][220/940] lr: 3.110e-01, eta: 1 day, 3:56:13, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.3246, top5_acc: 0.5764, loss_cls: 3.1117, loss: 3.1117, grad_norm: 1.2387 2020-07-24 18:10:50,279 - mmaction - INFO - Epoch [126][240/940] lr: 3.110e-01, eta: 1 day, 3:55:43, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3393, top5_acc: 0.5924, loss_cls: 3.0200, loss: 3.0200, grad_norm: 1.2175 2020-07-24 18:11:03,802 - mmaction - INFO - Epoch [126][260/940] lr: 3.110e-01, eta: 1 day, 3:55:16, time: 0.676, data_time: 0.001, memory: 9569, top1_acc: 0.3377, top5_acc: 0.5852, loss_cls: 3.0534, loss: 3.0534, grad_norm: 1.2330 2020-07-24 18:11:17,351 - mmaction - INFO - Epoch [126][280/940] lr: 3.110e-01, eta: 1 day, 3:54:48, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3445, top5_acc: 0.5881, loss_cls: 3.0189, loss: 3.0189, grad_norm: 1.2380 2020-07-24 18:11:30,374 - mmaction - INFO - Epoch [126][300/940] lr: 3.110e-01, eta: 1 day, 3:54:19, time: 0.653, data_time: 0.003, memory: 9569, top1_acc: 0.3264, top5_acc: 0.5822, loss_cls: 3.0752, loss: 3.0752, grad_norm: 1.2451 2020-07-24 18:11:43,777 - mmaction - INFO - Epoch [126][320/940] lr: 3.110e-01, eta: 1 day, 3:53:51, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.3354, top5_acc: 0.5783, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.2421 2020-07-24 18:11:57,053 - mmaction - INFO - Epoch [126][340/940] lr: 3.110e-01, eta: 1 day, 3:53:23, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3285, top5_acc: 0.5834, loss_cls: 3.0848, loss: 3.0848, grad_norm: 1.2352 2020-07-24 18:12:10,481 - mmaction - INFO - Epoch [126][360/940] lr: 3.110e-01, eta: 1 day, 3:52:55, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.3330, top5_acc: 0.5908, loss_cls: 3.0421, loss: 3.0421, grad_norm: 1.2346 2020-07-24 18:12:24,093 - mmaction - INFO - Epoch [126][380/940] lr: 3.110e-01, eta: 1 day, 3:52:28, time: 0.680, data_time: 0.001, memory: 9569, top1_acc: 0.3293, top5_acc: 0.5842, loss_cls: 3.0636, loss: 3.0636, grad_norm: 1.2455 2020-07-24 18:12:37,898 - mmaction - INFO - Epoch [126][400/940] lr: 3.110e-01, eta: 1 day, 3:52:02, time: 0.691, data_time: 0.002, memory: 9569, top1_acc: 0.3295, top5_acc: 0.5896, loss_cls: 3.0344, loss: 3.0344, grad_norm: 1.2423 2020-07-24 18:12:50,900 - mmaction - INFO - Epoch [126][420/940] lr: 3.110e-01, eta: 1 day, 3:51:32, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3346, top5_acc: 0.5871, loss_cls: 3.0503, loss: 3.0503, grad_norm: 1.2394 2020-07-24 18:13:04,363 - mmaction - INFO - Epoch [126][440/940] lr: 3.110e-01, eta: 1 day, 3:51:05, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3195, top5_acc: 0.5834, loss_cls: 3.0646, loss: 3.0646, grad_norm: 1.2645 2020-07-24 18:13:17,883 - mmaction - INFO - Epoch [126][460/940] lr: 3.110e-01, eta: 1 day, 3:50:37, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3168, top5_acc: 0.5727, loss_cls: 3.1213, loss: 3.1213, grad_norm: 1.2539 2020-07-24 18:13:31,688 - mmaction - INFO - Epoch [126][480/940] lr: 3.110e-01, eta: 1 day, 3:50:11, time: 0.690, data_time: 0.001, memory: 9569, top1_acc: 0.3318, top5_acc: 0.5848, loss_cls: 3.0734, loss: 3.0734, grad_norm: 1.2449 2020-07-24 18:13:45,105 - mmaction - INFO - Epoch [126][500/940] lr: 3.110e-01, eta: 1 day, 3:49:43, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3145, top5_acc: 0.5666, loss_cls: 3.1574, loss: 3.1574, grad_norm: 1.2526 2020-07-24 18:13:58,954 - mmaction - INFO - Epoch [126][520/940] lr: 3.110e-01, eta: 1 day, 3:49:17, time: 0.691, data_time: 0.001, memory: 9569, top1_acc: 0.3389, top5_acc: 0.5854, loss_cls: 3.0411, loss: 3.0411, grad_norm: 1.2185 2020-07-24 18:14:12,058 - mmaction - INFO - Epoch [126][540/940] lr: 3.110e-01, eta: 1 day, 3:48:48, time: 0.656, data_time: 0.003, memory: 9569, top1_acc: 0.3328, top5_acc: 0.5818, loss_cls: 3.0519, loss: 3.0519, grad_norm: 1.2430 2020-07-24 18:14:24,993 - mmaction - INFO - Epoch [126][560/940] lr: 3.110e-01, eta: 1 day, 3:48:19, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3318, top5_acc: 0.5848, loss_cls: 3.0575, loss: 3.0575, grad_norm: 1.2457 2020-07-24 18:14:38,833 - mmaction - INFO - Epoch [126][580/940] lr: 3.110e-01, eta: 1 day, 3:47:53, time: 0.692, data_time: 0.001, memory: 9569, top1_acc: 0.3227, top5_acc: 0.5748, loss_cls: 3.0891, loss: 3.0891, grad_norm: 1.2454 2020-07-24 18:14:51,859 - mmaction - INFO - Epoch [126][600/940] lr: 3.110e-01, eta: 1 day, 3:47:24, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.3395, top5_acc: 0.5975, loss_cls: 3.0118, loss: 3.0118, grad_norm: 1.2501 2020-07-24 18:15:05,273 - mmaction - INFO - Epoch [126][620/940] lr: 3.110e-01, eta: 1 day, 3:46:56, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3305, top5_acc: 0.5906, loss_cls: 3.0750, loss: 3.0750, grad_norm: 1.2559 2020-07-24 18:15:18,808 - mmaction - INFO - Epoch [126][640/940] lr: 3.110e-01, eta: 1 day, 3:46:29, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3162, top5_acc: 0.5721, loss_cls: 3.1043, loss: 3.1043, grad_norm: 1.2642 2020-07-24 18:15:31,737 - mmaction - INFO - Epoch [126][660/940] lr: 3.110e-01, eta: 1 day, 3:46:00, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3299, top5_acc: 0.5803, loss_cls: 3.0757, loss: 3.0757, grad_norm: 1.2485 2020-07-24 18:15:44,749 - mmaction - INFO - Epoch [126][680/940] lr: 3.110e-01, eta: 1 day, 3:45:31, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.3303, top5_acc: 0.5730, loss_cls: 3.1066, loss: 3.1066, grad_norm: 1.2427 2020-07-24 18:15:58,632 - mmaction - INFO - Epoch [126][700/940] lr: 3.110e-01, eta: 1 day, 3:45:05, time: 0.694, data_time: 0.001, memory: 9569, top1_acc: 0.3324, top5_acc: 0.5805, loss_cls: 3.0573, loss: 3.0573, grad_norm: 1.2253 2020-07-24 18:16:12,245 - mmaction - INFO - Epoch [126][720/940] lr: 3.110e-01, eta: 1 day, 3:44:38, time: 0.681, data_time: 0.001, memory: 9569, top1_acc: 0.3242, top5_acc: 0.5775, loss_cls: 3.1183, loss: 3.1183, grad_norm: 1.2382 2020-07-24 18:16:25,891 - mmaction - INFO - Epoch [126][740/940] lr: 3.110e-01, eta: 1 day, 3:44:11, time: 0.681, data_time: 0.002, memory: 9569, top1_acc: 0.3365, top5_acc: 0.5912, loss_cls: 3.0406, loss: 3.0406, grad_norm: 1.2190 2020-07-24 18:16:39,286 - mmaction - INFO - Epoch [126][760/940] lr: 3.110e-01, eta: 1 day, 3:43:44, time: 0.671, data_time: 0.003, memory: 9569, top1_acc: 0.3381, top5_acc: 0.5842, loss_cls: 3.0714, loss: 3.0714, grad_norm: 1.2403 2020-07-24 18:16:52,449 - mmaction - INFO - Epoch [126][780/940] lr: 3.110e-01, eta: 1 day, 3:43:15, time: 0.658, data_time: 0.001, memory: 9569, top1_acc: 0.3240, top5_acc: 0.5760, loss_cls: 3.1221, loss: 3.1221, grad_norm: 1.2418 2020-07-24 18:17:05,915 - mmaction - INFO - Epoch [126][800/940] lr: 3.110e-01, eta: 1 day, 3:42:48, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3225, top5_acc: 0.5660, loss_cls: 3.1228, loss: 3.1228, grad_norm: 1.2483 2020-07-24 18:17:18,832 - mmaction - INFO - Epoch [126][820/940] lr: 3.110e-01, eta: 1 day, 3:42:19, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3285, top5_acc: 0.5809, loss_cls: 3.0781, loss: 3.0781, grad_norm: 1.2307 2020-07-24 18:17:32,251 - mmaction - INFO - Epoch [126][840/940] lr: 3.110e-01, eta: 1 day, 3:41:51, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.3260, top5_acc: 0.5773, loss_cls: 3.1004, loss: 3.1004, grad_norm: 1.2533 2020-07-24 18:17:45,655 - mmaction - INFO - Epoch [126][860/940] lr: 3.110e-01, eta: 1 day, 3:41:24, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.3227, top5_acc: 0.5762, loss_cls: 3.1182, loss: 3.1182, grad_norm: 1.2108 2020-07-24 18:17:58,627 - mmaction - INFO - Epoch [126][880/940] lr: 3.110e-01, eta: 1 day, 3:40:55, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3221, top5_acc: 0.5729, loss_cls: 3.1400, loss: 3.1400, grad_norm: 1.2322 2020-07-24 18:18:12,653 - mmaction - INFO - Epoch [126][900/940] lr: 3.110e-01, eta: 1 day, 3:40:30, time: 0.702, data_time: 0.001, memory: 9569, top1_acc: 0.3246, top5_acc: 0.5715, loss_cls: 3.1241, loss: 3.1241, grad_norm: 1.2388 2020-07-24 18:18:26,211 - mmaction - INFO - Epoch [126][920/940] lr: 3.110e-01, eta: 1 day, 3:40:03, time: 0.677, data_time: 0.001, memory: 9569, top1_acc: 0.3266, top5_acc: 0.5756, loss_cls: 3.0921, loss: 3.0921, grad_norm: 1.2051 2020-07-24 18:18:38,412 - mmaction - INFO - Epoch [126][940/940] lr: 3.110e-01, eta: 1 day, 3:39:31, time: 0.611, data_time: 0.002, memory: 9569, top1_acc: 0.3332, top5_acc: 0.5816, loss_cls: 3.0758, loss: 3.0758, grad_norm: 1.2375 2020-07-24 18:21:20,021 - mmaction - INFO - Epoch [127][20/940] lr: 3.074e-01, eta: 1 day, 3:48:14, time: 7.873, data_time: 6.936, memory: 9569, top1_acc: 0.3252, top5_acc: 0.5734, loss_cls: 3.0824, loss: 3.0824, grad_norm: 1.2446 2020-07-24 18:21:32,831 - mmaction - INFO - Epoch [127][40/940] lr: 3.074e-01, eta: 1 day, 3:47:44, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3373, top5_acc: 0.5938, loss_cls: 3.0324, loss: 3.0324, grad_norm: 1.2518 2020-07-24 18:21:46,186 - mmaction - INFO - Epoch [127][60/940] lr: 3.074e-01, eta: 1 day, 3:47:16, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.3334, top5_acc: 0.5826, loss_cls: 3.0556, loss: 3.0556, grad_norm: 1.2445 2020-07-24 18:21:59,263 - mmaction - INFO - Epoch [127][80/940] lr: 3.074e-01, eta: 1 day, 3:46:47, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3309, top5_acc: 0.5842, loss_cls: 3.0491, loss: 3.0491, grad_norm: 1.2142 2020-07-24 18:22:12,172 - mmaction - INFO - Epoch [127][100/940] lr: 3.074e-01, eta: 1 day, 3:46:18, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.3398, top5_acc: 0.5898, loss_cls: 3.0463, loss: 3.0463, grad_norm: 1.2442 2020-07-24 18:22:26,056 - mmaction - INFO - Epoch [127][120/940] lr: 3.074e-01, eta: 1 day, 3:45:52, time: 0.694, data_time: 0.002, memory: 9569, top1_acc: 0.3295, top5_acc: 0.5895, loss_cls: 3.0648, loss: 3.0648, grad_norm: 1.2561 2020-07-24 18:22:39,011 - mmaction - INFO - Epoch [127][140/940] lr: 3.074e-01, eta: 1 day, 3:45:22, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3344, top5_acc: 0.5887, loss_cls: 3.0532, loss: 3.0532, grad_norm: 1.2390 2020-07-24 18:22:52,191 - mmaction - INFO - Epoch [127][160/940] lr: 3.074e-01, eta: 1 day, 3:44:54, time: 0.659, data_time: 0.003, memory: 9569, top1_acc: 0.3303, top5_acc: 0.5881, loss_cls: 3.0604, loss: 3.0604, grad_norm: 1.2528 2020-07-24 18:23:05,188 - mmaction - INFO - Epoch [127][180/940] lr: 3.074e-01, eta: 1 day, 3:44:25, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3359, top5_acc: 0.5842, loss_cls: 3.0864, loss: 3.0864, grad_norm: 1.2412 2020-07-24 18:23:19,352 - mmaction - INFO - Epoch [127][200/940] lr: 3.074e-01, eta: 1 day, 3:44:00, time: 0.708, data_time: 0.002, memory: 9569, top1_acc: 0.3398, top5_acc: 0.5867, loss_cls: 3.0228, loss: 3.0228, grad_norm: 1.2402 2020-07-24 18:23:32,538 - mmaction - INFO - Epoch [127][220/940] lr: 3.074e-01, eta: 1 day, 3:43:31, time: 0.659, data_time: 0.001, memory: 9569, top1_acc: 0.3141, top5_acc: 0.5701, loss_cls: 3.1056, loss: 3.1056, grad_norm: 1.2544 2020-07-24 18:23:45,647 - mmaction - INFO - Epoch [127][240/940] lr: 3.074e-01, eta: 1 day, 3:43:03, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.3348, top5_acc: 0.5891, loss_cls: 3.0729, loss: 3.0729, grad_norm: 1.2576 2020-07-24 18:23:59,151 - mmaction - INFO - Epoch [127][260/940] lr: 3.074e-01, eta: 1 day, 3:42:36, time: 0.675, data_time: 0.001, memory: 9569, top1_acc: 0.3373, top5_acc: 0.5801, loss_cls: 3.0556, loss: 3.0556, grad_norm: 1.2517 2020-07-24 18:24:12,058 - mmaction - INFO - Epoch [127][280/940] lr: 3.074e-01, eta: 1 day, 3:42:06, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3289, top5_acc: 0.5904, loss_cls: 3.0656, loss: 3.0656, grad_norm: 1.2464 2020-07-24 18:24:24,974 - mmaction - INFO - Epoch [127][300/940] lr: 3.074e-01, eta: 1 day, 3:41:37, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3344, top5_acc: 0.5842, loss_cls: 3.0481, loss: 3.0481, grad_norm: 1.2521 2020-07-24 18:24:38,903 - mmaction - INFO - Epoch [127][320/940] lr: 3.074e-01, eta: 1 day, 3:41:11, time: 0.696, data_time: 0.002, memory: 9569, top1_acc: 0.3205, top5_acc: 0.5795, loss_cls: 3.0722, loss: 3.0722, grad_norm: 1.2534 2020-07-24 18:24:51,948 - mmaction - INFO - Epoch [127][340/940] lr: 3.074e-01, eta: 1 day, 3:40:42, time: 0.652, data_time: 0.007, memory: 9569, top1_acc: 0.3307, top5_acc: 0.5822, loss_cls: 3.0734, loss: 3.0734, grad_norm: 1.2389 2020-07-24 18:25:05,097 - mmaction - INFO - Epoch [127][360/940] lr: 3.074e-01, eta: 1 day, 3:40:14, time: 0.657, data_time: 0.003, memory: 9569, top1_acc: 0.3365, top5_acc: 0.5877, loss_cls: 3.0216, loss: 3.0216, grad_norm: 1.2359 2020-07-24 18:25:17,999 - mmaction - INFO - Epoch [127][380/940] lr: 3.074e-01, eta: 1 day, 3:39:45, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3338, top5_acc: 0.5922, loss_cls: 3.0215, loss: 3.0215, grad_norm: 1.2580 2020-07-24 18:25:30,952 - mmaction - INFO - Epoch [127][400/940] lr: 3.074e-01, eta: 1 day, 3:39:16, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3367, top5_acc: 0.5801, loss_cls: 3.0789, loss: 3.0789, grad_norm: 1.2538 2020-07-24 18:25:44,463 - mmaction - INFO - Epoch [127][420/940] lr: 3.074e-01, eta: 1 day, 3:38:49, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3236, top5_acc: 0.5709, loss_cls: 3.1265, loss: 3.1265, grad_norm: 1.2489 2020-07-24 18:25:57,995 - mmaction - INFO - Epoch [127][440/940] lr: 3.074e-01, eta: 1 day, 3:38:22, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3379, top5_acc: 0.5938, loss_cls: 3.0246, loss: 3.0246, grad_norm: 1.2122 2020-07-24 18:26:11,875 - mmaction - INFO - Epoch [127][460/940] lr: 3.074e-01, eta: 1 day, 3:37:56, time: 0.694, data_time: 0.002, memory: 9569, top1_acc: 0.3432, top5_acc: 0.5885, loss_cls: 3.0106, loss: 3.0106, grad_norm: 1.2410 2020-07-24 18:26:24,809 - mmaction - INFO - Epoch [127][480/940] lr: 3.074e-01, eta: 1 day, 3:37:27, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3363, top5_acc: 0.5926, loss_cls: 3.0506, loss: 3.0506, grad_norm: 1.2434 2020-07-24 18:26:38,455 - mmaction - INFO - Epoch [127][500/940] lr: 3.074e-01, eta: 1 day, 3:37:00, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.3299, top5_acc: 0.5883, loss_cls: 3.0335, loss: 3.0335, grad_norm: 1.2469 2020-07-24 18:26:51,678 - mmaction - INFO - Epoch [127][520/940] lr: 3.074e-01, eta: 1 day, 3:36:32, time: 0.661, data_time: 0.002, memory: 9569, top1_acc: 0.3293, top5_acc: 0.5752, loss_cls: 3.0919, loss: 3.0919, grad_norm: 1.2491 2020-07-24 18:27:04,562 - mmaction - INFO - Epoch [127][540/940] lr: 3.074e-01, eta: 1 day, 3:36:03, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3129, top5_acc: 0.5814, loss_cls: 3.0975, loss: 3.0975, grad_norm: 1.2583 2020-07-24 18:27:18,099 - mmaction - INFO - Epoch [127][560/940] lr: 3.074e-01, eta: 1 day, 3:35:36, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3316, top5_acc: 0.5779, loss_cls: 3.1015, loss: 3.1015, grad_norm: 1.2658 2020-07-24 18:27:31,645 - mmaction - INFO - Epoch [127][580/940] lr: 3.074e-01, eta: 1 day, 3:35:10, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3229, top5_acc: 0.5713, loss_cls: 3.1347, loss: 3.1347, grad_norm: 1.2220 2020-07-24 18:27:44,517 - mmaction - INFO - Epoch [127][600/940] lr: 3.074e-01, eta: 1 day, 3:34:40, time: 0.644, data_time: 0.003, memory: 9569, top1_acc: 0.3332, top5_acc: 0.5887, loss_cls: 3.0347, loss: 3.0347, grad_norm: 1.2413 2020-07-24 18:27:58,398 - mmaction - INFO - Epoch [127][620/940] lr: 3.074e-01, eta: 1 day, 3:34:15, time: 0.694, data_time: 0.001, memory: 9569, top1_acc: 0.3283, top5_acc: 0.5768, loss_cls: 3.0730, loss: 3.0730, grad_norm: 1.2551 2020-07-24 18:28:11,405 - mmaction - INFO - Epoch [127][640/940] lr: 3.074e-01, eta: 1 day, 3:33:46, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3244, top5_acc: 0.5750, loss_cls: 3.1037, loss: 3.1037, grad_norm: 1.2366 2020-07-24 18:28:24,351 - mmaction - INFO - Epoch [127][660/940] lr: 3.074e-01, eta: 1 day, 3:33:17, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3355, top5_acc: 0.5953, loss_cls: 3.0253, loss: 3.0253, grad_norm: 1.2432 2020-07-24 18:28:38,374 - mmaction - INFO - Epoch [127][680/940] lr: 3.074e-01, eta: 1 day, 3:32:52, time: 0.700, data_time: 0.001, memory: 9569, top1_acc: 0.3182, top5_acc: 0.5711, loss_cls: 3.1209, loss: 3.1209, grad_norm: 1.2505 2020-07-24 18:28:51,303 - mmaction - INFO - Epoch [127][700/940] lr: 3.074e-01, eta: 1 day, 3:32:23, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.3318, top5_acc: 0.5852, loss_cls: 3.0780, loss: 3.0780, grad_norm: 1.2527 2020-07-24 18:29:04,264 - mmaction - INFO - Epoch [127][720/940] lr: 3.074e-01, eta: 1 day, 3:31:55, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.3268, top5_acc: 0.5748, loss_cls: 3.0853, loss: 3.0853, grad_norm: 1.2547 2020-07-24 18:29:17,701 - mmaction - INFO - Epoch [127][740/940] lr: 3.074e-01, eta: 1 day, 3:31:28, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3340, top5_acc: 0.5859, loss_cls: 3.0588, loss: 3.0588, grad_norm: 1.2470 2020-07-24 18:29:30,892 - mmaction - INFO - Epoch [127][760/940] lr: 3.074e-01, eta: 1 day, 3:31:00, time: 0.659, data_time: 0.002, memory: 9569, top1_acc: 0.3225, top5_acc: 0.5727, loss_cls: 3.1158, loss: 3.1158, grad_norm: 1.2376 2020-07-24 18:29:43,827 - mmaction - INFO - Epoch [127][780/940] lr: 3.074e-01, eta: 1 day, 3:30:31, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3240, top5_acc: 0.5814, loss_cls: 3.0659, loss: 3.0659, grad_norm: 1.2455 2020-07-24 18:29:57,215 - mmaction - INFO - Epoch [127][800/940] lr: 3.074e-01, eta: 1 day, 3:30:04, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.3387, top5_acc: 0.5852, loss_cls: 3.0884, loss: 3.0884, grad_norm: 1.2353 2020-07-24 18:30:10,180 - mmaction - INFO - Epoch [127][820/940] lr: 3.074e-01, eta: 1 day, 3:29:35, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3320, top5_acc: 0.5863, loss_cls: 3.0438, loss: 3.0438, grad_norm: 1.2207 2020-07-24 18:30:23,118 - mmaction - INFO - Epoch [127][840/940] lr: 3.074e-01, eta: 1 day, 3:29:06, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.3262, top5_acc: 0.5830, loss_cls: 3.0862, loss: 3.0862, grad_norm: 1.2580 2020-07-24 18:30:36,818 - mmaction - INFO - Epoch [127][860/940] lr: 3.074e-01, eta: 1 day, 3:28:40, time: 0.684, data_time: 0.001, memory: 9569, top1_acc: 0.3326, top5_acc: 0.5793, loss_cls: 3.0651, loss: 3.0651, grad_norm: 1.2439 2020-07-24 18:30:50,439 - mmaction - INFO - Epoch [127][880/940] lr: 3.074e-01, eta: 1 day, 3:28:14, time: 0.681, data_time: 0.002, memory: 9569, top1_acc: 0.3299, top5_acc: 0.5799, loss_cls: 3.1012, loss: 3.1012, grad_norm: 1.2253 2020-07-24 18:31:04,361 - mmaction - INFO - Epoch [127][900/940] lr: 3.074e-01, eta: 1 day, 3:27:49, time: 0.697, data_time: 0.003, memory: 9569, top1_acc: 0.3215, top5_acc: 0.5799, loss_cls: 3.1029, loss: 3.1029, grad_norm: 1.2415 2020-07-24 18:31:17,302 - mmaction - INFO - Epoch [127][920/940] lr: 3.074e-01, eta: 1 day, 3:27:20, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3330, top5_acc: 0.5854, loss_cls: 3.0577, loss: 3.0577, grad_norm: 1.2454 2020-07-24 18:31:30,132 - mmaction - INFO - Epoch [127][940/940] lr: 3.074e-01, eta: 1 day, 3:26:51, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3295, top5_acc: 0.5864, loss_cls: 3.0678, loss: 3.0678, grad_norm: 1.2658 2020-07-24 18:33:58,567 - mmaction - INFO - Epoch [128][20/940] lr: 3.037e-01, eta: 1 day, 3:34:21, time: 7.149, data_time: 6.411, memory: 9569, top1_acc: 0.3297, top5_acc: 0.5773, loss_cls: 3.0793, loss: 3.0793, grad_norm: 1.2739 2020-07-24 18:34:12,267 - mmaction - INFO - Epoch [128][40/940] lr: 3.037e-01, eta: 1 day, 3:33:55, time: 0.686, data_time: 0.003, memory: 9569, top1_acc: 0.3217, top5_acc: 0.5799, loss_cls: 3.0917, loss: 3.0917, grad_norm: 1.2447 2020-07-24 18:34:25,652 - mmaction - INFO - Epoch [128][60/940] lr: 3.037e-01, eta: 1 day, 3:33:28, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3357, top5_acc: 0.5797, loss_cls: 3.0516, loss: 3.0516, grad_norm: 1.2268 2020-07-24 18:34:39,288 - mmaction - INFO - Epoch [128][80/940] lr: 3.037e-01, eta: 1 day, 3:33:02, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.3391, top5_acc: 0.5883, loss_cls: 3.0501, loss: 3.0501, grad_norm: 1.2586 2020-07-24 18:34:52,770 - mmaction - INFO - Epoch [128][100/940] lr: 3.037e-01, eta: 1 day, 3:32:35, time: 0.674, data_time: 0.001, memory: 9569, top1_acc: 0.3357, top5_acc: 0.5781, loss_cls: 3.0742, loss: 3.0742, grad_norm: 1.2682 2020-07-24 18:35:05,660 - mmaction - INFO - Epoch [128][120/940] lr: 3.037e-01, eta: 1 day, 3:32:05, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3348, top5_acc: 0.5885, loss_cls: 3.0563, loss: 3.0563, grad_norm: 1.2627 2020-07-24 18:35:18,641 - mmaction - INFO - Epoch [128][140/940] lr: 3.037e-01, eta: 1 day, 3:31:37, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3299, top5_acc: 0.5844, loss_cls: 3.0590, loss: 3.0590, grad_norm: 1.2468 2020-07-24 18:35:31,789 - mmaction - INFO - Epoch [128][160/940] lr: 3.037e-01, eta: 1 day, 3:31:09, time: 0.658, data_time: 0.003, memory: 9569, top1_acc: 0.3309, top5_acc: 0.5961, loss_cls: 3.0496, loss: 3.0496, grad_norm: 1.2596 2020-07-24 18:35:45,155 - mmaction - INFO - Epoch [128][180/940] lr: 3.037e-01, eta: 1 day, 3:30:41, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3424, top5_acc: 0.5898, loss_cls: 3.0287, loss: 3.0287, grad_norm: 1.2230 2020-07-24 18:35:58,452 - mmaction - INFO - Epoch [128][200/940] lr: 3.037e-01, eta: 1 day, 3:30:14, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3395, top5_acc: 0.5963, loss_cls: 3.0129, loss: 3.0129, grad_norm: 1.2628 2020-07-24 18:36:11,503 - mmaction - INFO - Epoch [128][220/940] lr: 3.037e-01, eta: 1 day, 3:29:45, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3295, top5_acc: 0.5846, loss_cls: 3.1034, loss: 3.1034, grad_norm: 1.2667 2020-07-24 18:36:25,048 - mmaction - INFO - Epoch [128][240/940] lr: 3.037e-01, eta: 1 day, 3:29:19, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.3373, top5_acc: 0.5875, loss_cls: 3.0480, loss: 3.0480, grad_norm: 1.2422 2020-07-24 18:36:38,729 - mmaction - INFO - Epoch [128][260/940] lr: 3.037e-01, eta: 1 day, 3:28:52, time: 0.684, data_time: 0.001, memory: 9569, top1_acc: 0.3406, top5_acc: 0.6020, loss_cls: 3.0284, loss: 3.0284, grad_norm: 1.2568 2020-07-24 18:36:52,534 - mmaction - INFO - Epoch [128][280/940] lr: 3.037e-01, eta: 1 day, 3:28:27, time: 0.690, data_time: 0.002, memory: 9569, top1_acc: 0.3193, top5_acc: 0.5824, loss_cls: 3.0857, loss: 3.0857, grad_norm: 1.2758 2020-07-24 18:37:06,054 - mmaction - INFO - Epoch [128][300/940] lr: 3.037e-01, eta: 1 day, 3:28:00, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3236, top5_acc: 0.5813, loss_cls: 3.0545, loss: 3.0545, grad_norm: 1.2692 2020-07-24 18:37:19,499 - mmaction - INFO - Epoch [128][320/940] lr: 3.037e-01, eta: 1 day, 3:27:33, time: 0.673, data_time: 0.003, memory: 9569, top1_acc: 0.3291, top5_acc: 0.5855, loss_cls: 3.0359, loss: 3.0359, grad_norm: 1.2396 2020-07-24 18:37:32,419 - mmaction - INFO - Epoch [128][340/940] lr: 3.037e-01, eta: 1 day, 3:27:04, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3293, top5_acc: 0.5838, loss_cls: 3.0531, loss: 3.0531, grad_norm: 1.2654 2020-07-24 18:37:46,376 - mmaction - INFO - Epoch [128][360/940] lr: 3.037e-01, eta: 1 day, 3:26:39, time: 0.697, data_time: 0.001, memory: 9569, top1_acc: 0.3398, top5_acc: 0.5859, loss_cls: 3.0678, loss: 3.0678, grad_norm: 1.2475 2020-07-24 18:37:59,316 - mmaction - INFO - Epoch [128][380/940] lr: 3.037e-01, eta: 1 day, 3:26:11, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3156, top5_acc: 0.5785, loss_cls: 3.1150, loss: 3.1150, grad_norm: 1.2585 2020-07-24 18:38:12,205 - mmaction - INFO - Epoch [128][400/940] lr: 3.037e-01, eta: 1 day, 3:25:42, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3457, top5_acc: 0.5947, loss_cls: 2.9979, loss: 2.9979, grad_norm: 1.2319 2020-07-24 18:38:25,668 - mmaction - INFO - Epoch [128][420/940] lr: 3.037e-01, eta: 1 day, 3:25:15, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3482, top5_acc: 0.5898, loss_cls: 3.0012, loss: 3.0012, grad_norm: 1.2351 2020-07-24 18:38:39,167 - mmaction - INFO - Epoch [128][440/940] lr: 3.037e-01, eta: 1 day, 3:24:48, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3389, top5_acc: 0.6029, loss_cls: 2.9869, loss: 2.9869, grad_norm: 1.2582 2020-07-24 18:38:53,034 - mmaction - INFO - Epoch [128][460/940] lr: 3.037e-01, eta: 1 day, 3:24:23, time: 0.694, data_time: 0.002, memory: 9569, top1_acc: 0.3342, top5_acc: 0.5932, loss_cls: 3.0036, loss: 3.0036, grad_norm: 1.2540 2020-07-24 18:39:07,027 - mmaction - INFO - Epoch [128][480/940] lr: 3.037e-01, eta: 1 day, 3:23:58, time: 0.700, data_time: 0.002, memory: 9569, top1_acc: 0.3268, top5_acc: 0.5822, loss_cls: 3.0871, loss: 3.0871, grad_norm: 1.2643 2020-07-24 18:39:20,567 - mmaction - INFO - Epoch [128][500/940] lr: 3.037e-01, eta: 1 day, 3:23:32, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3293, top5_acc: 0.5801, loss_cls: 3.0792, loss: 3.0792, grad_norm: 1.2363 2020-07-24 18:39:33,453 - mmaction - INFO - Epoch [128][520/940] lr: 3.037e-01, eta: 1 day, 3:23:03, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3305, top5_acc: 0.5830, loss_cls: 3.0771, loss: 3.0771, grad_norm: 1.2537 2020-07-24 18:39:46,964 - mmaction - INFO - Epoch [128][540/940] lr: 3.037e-01, eta: 1 day, 3:22:37, time: 0.675, data_time: 0.001, memory: 9569, top1_acc: 0.3248, top5_acc: 0.5871, loss_cls: 3.0865, loss: 3.0865, grad_norm: 1.2560 2020-07-24 18:40:00,359 - mmaction - INFO - Epoch [128][560/940] lr: 3.037e-01, eta: 1 day, 3:22:10, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3414, top5_acc: 0.5809, loss_cls: 3.0640, loss: 3.0640, grad_norm: 1.2581 2020-07-24 18:40:14,035 - mmaction - INFO - Epoch [128][580/940] lr: 3.037e-01, eta: 1 day, 3:21:44, time: 0.683, data_time: 0.001, memory: 9569, top1_acc: 0.3307, top5_acc: 0.5836, loss_cls: 3.0764, loss: 3.0764, grad_norm: 1.2409 2020-07-24 18:40:26,957 - mmaction - INFO - Epoch [128][600/940] lr: 3.037e-01, eta: 1 day, 3:21:15, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3338, top5_acc: 0.5813, loss_cls: 3.0698, loss: 3.0698, grad_norm: 1.2350 2020-07-24 18:40:40,324 - mmaction - INFO - Epoch [128][620/940] lr: 3.037e-01, eta: 1 day, 3:20:48, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3229, top5_acc: 0.5818, loss_cls: 3.0912, loss: 3.0912, grad_norm: 1.2455 2020-07-24 18:40:53,290 - mmaction - INFO - Epoch [128][640/940] lr: 3.037e-01, eta: 1 day, 3:20:20, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3422, top5_acc: 0.5830, loss_cls: 3.0548, loss: 3.0548, grad_norm: 1.2592 2020-07-24 18:41:06,188 - mmaction - INFO - Epoch [128][660/940] lr: 3.037e-01, eta: 1 day, 3:19:51, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3291, top5_acc: 0.5768, loss_cls: 3.0993, loss: 3.0993, grad_norm: 1.2539 2020-07-24 18:41:19,831 - mmaction - INFO - Epoch [128][680/940] lr: 3.037e-01, eta: 1 day, 3:19:25, time: 0.682, data_time: 0.001, memory: 9569, top1_acc: 0.3328, top5_acc: 0.5881, loss_cls: 3.0516, loss: 3.0516, grad_norm: 1.2475 2020-07-24 18:41:32,765 - mmaction - INFO - Epoch [128][700/940] lr: 3.037e-01, eta: 1 day, 3:18:57, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3250, top5_acc: 0.5846, loss_cls: 3.0992, loss: 3.0992, grad_norm: 1.2598 2020-07-24 18:41:46,557 - mmaction - INFO - Epoch [128][720/940] lr: 3.037e-01, eta: 1 day, 3:18:32, time: 0.690, data_time: 0.003, memory: 9569, top1_acc: 0.3354, top5_acc: 0.5912, loss_cls: 3.0369, loss: 3.0369, grad_norm: 1.2373 2020-07-24 18:41:59,526 - mmaction - INFO - Epoch [128][740/940] lr: 3.037e-01, eta: 1 day, 3:18:03, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3271, top5_acc: 0.5865, loss_cls: 3.0492, loss: 3.0492, grad_norm: 1.2722 2020-07-24 18:42:12,891 - mmaction - INFO - Epoch [128][760/940] lr: 3.037e-01, eta: 1 day, 3:17:36, time: 0.669, data_time: 0.003, memory: 9569, top1_acc: 0.3371, top5_acc: 0.5873, loss_cls: 3.0442, loss: 3.0442, grad_norm: 1.2378 2020-07-24 18:42:25,779 - mmaction - INFO - Epoch [128][780/940] lr: 3.037e-01, eta: 1 day, 3:17:08, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3342, top5_acc: 0.5928, loss_cls: 3.0293, loss: 3.0293, grad_norm: 1.2680 2020-07-24 18:42:39,744 - mmaction - INFO - Epoch [128][800/940] lr: 3.037e-01, eta: 1 day, 3:16:43, time: 0.698, data_time: 0.002, memory: 9569, top1_acc: 0.3258, top5_acc: 0.5701, loss_cls: 3.1071, loss: 3.1071, grad_norm: 1.2694 2020-07-24 18:42:53,211 - mmaction - INFO - Epoch [128][820/940] lr: 3.037e-01, eta: 1 day, 3:16:17, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3303, top5_acc: 0.5854, loss_cls: 3.0804, loss: 3.0804, grad_norm: 1.2539 2020-07-24 18:43:06,055 - mmaction - INFO - Epoch [128][840/940] lr: 3.037e-01, eta: 1 day, 3:15:48, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.3387, top5_acc: 0.5951, loss_cls: 3.0467, loss: 3.0467, grad_norm: 1.2474 2020-07-24 18:43:20,132 - mmaction - INFO - Epoch [128][860/940] lr: 3.037e-01, eta: 1 day, 3:15:24, time: 0.704, data_time: 0.002, memory: 9569, top1_acc: 0.3305, top5_acc: 0.5945, loss_cls: 3.0284, loss: 3.0284, grad_norm: 1.2448 2020-07-24 18:43:33,110 - mmaction - INFO - Epoch [128][880/940] lr: 3.037e-01, eta: 1 day, 3:14:56, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.3264, top5_acc: 0.5742, loss_cls: 3.1071, loss: 3.1071, grad_norm: 1.2708 2020-07-24 18:43:47,150 - mmaction - INFO - Epoch [128][900/940] lr: 3.037e-01, eta: 1 day, 3:14:31, time: 0.702, data_time: 0.002, memory: 9569, top1_acc: 0.3287, top5_acc: 0.5793, loss_cls: 3.1098, loss: 3.1098, grad_norm: 1.2419 2020-07-24 18:44:00,083 - mmaction - INFO - Epoch [128][920/940] lr: 3.037e-01, eta: 1 day, 3:14:03, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3141, top5_acc: 0.5672, loss_cls: 3.1377, loss: 3.1377, grad_norm: 1.2587 2020-07-24 18:44:12,267 - mmaction - INFO - Epoch [128][940/940] lr: 3.037e-01, eta: 1 day, 3:13:32, time: 0.610, data_time: 0.002, memory: 9569, top1_acc: 0.3330, top5_acc: 0.5824, loss_cls: 3.0839, loss: 3.0839, grad_norm: 1.2540 2020-07-24 18:44:17,820 - mmaction - INFO - Saving checkpoint at 128 epochs 2020-07-24 18:46:49,344 - mmaction - INFO - Epoch [129][20/940] lr: 3.000e-01, eta: 1 day, 3:21:12, time: 7.511, data_time: 6.646, memory: 9569, top1_acc: 0.3439, top5_acc: 0.5898, loss_cls: 3.0176, loss: 3.0176, grad_norm: 1.2574 2020-07-24 18:47:03,087 - mmaction - INFO - Epoch [129][40/940] lr: 3.000e-01, eta: 1 day, 3:20:46, time: 0.687, data_time: 0.002, memory: 9569, top1_acc: 0.3406, top5_acc: 0.5932, loss_cls: 2.9998, loss: 2.9998, grad_norm: 1.2603 2020-07-24 18:47:16,255 - mmaction - INFO - Epoch [129][60/940] lr: 3.000e-01, eta: 1 day, 3:20:18, time: 0.657, data_time: 0.002, memory: 9569, top1_acc: 0.3447, top5_acc: 0.5979, loss_cls: 2.9866, loss: 2.9866, grad_norm: 1.2727 2020-07-24 18:47:29,259 - mmaction - INFO - Epoch [129][80/940] lr: 3.000e-01, eta: 1 day, 3:19:50, time: 0.652, data_time: 0.004, memory: 9569, top1_acc: 0.3389, top5_acc: 0.5994, loss_cls: 3.0044, loss: 3.0044, grad_norm: 1.2444 2020-07-24 18:47:42,158 - mmaction - INFO - Epoch [129][100/940] lr: 3.000e-01, eta: 1 day, 3:19:21, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3377, top5_acc: 0.5938, loss_cls: 3.0371, loss: 3.0371, grad_norm: 1.2387 2020-07-24 18:47:55,845 - mmaction - INFO - Epoch [129][120/940] lr: 3.000e-01, eta: 1 day, 3:18:56, time: 0.685, data_time: 0.002, memory: 9569, top1_acc: 0.3377, top5_acc: 0.6006, loss_cls: 2.9890, loss: 2.9890, grad_norm: 1.2522 2020-07-24 18:48:08,782 - mmaction - INFO - Epoch [129][140/940] lr: 3.000e-01, eta: 1 day, 3:18:27, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3400, top5_acc: 0.5932, loss_cls: 3.0344, loss: 3.0344, grad_norm: 1.2785 2020-07-24 18:48:22,189 - mmaction - INFO - Epoch [129][160/940] lr: 3.000e-01, eta: 1 day, 3:18:00, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3410, top5_acc: 0.6025, loss_cls: 2.9686, loss: 2.9686, grad_norm: 1.2574 2020-07-24 18:48:35,444 - mmaction - INFO - Epoch [129][180/940] lr: 3.000e-01, eta: 1 day, 3:17:33, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.3250, top5_acc: 0.5795, loss_cls: 3.0708, loss: 3.0708, grad_norm: 1.2996 2020-07-24 18:48:48,703 - mmaction - INFO - Epoch [129][200/940] lr: 3.000e-01, eta: 1 day, 3:17:06, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3316, top5_acc: 0.5824, loss_cls: 3.0890, loss: 3.0890, grad_norm: 1.2771 2020-07-24 18:49:02,003 - mmaction - INFO - Epoch [129][220/940] lr: 3.000e-01, eta: 1 day, 3:16:39, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.3291, top5_acc: 0.5932, loss_cls: 3.0563, loss: 3.0563, grad_norm: 1.2762 2020-07-24 18:49:14,946 - mmaction - INFO - Epoch [129][240/940] lr: 3.000e-01, eta: 1 day, 3:16:10, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3359, top5_acc: 0.5908, loss_cls: 3.0382, loss: 3.0382, grad_norm: 1.2642 2020-07-24 18:49:27,818 - mmaction - INFO - Epoch [129][260/940] lr: 3.000e-01, eta: 1 day, 3:15:42, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3352, top5_acc: 0.5895, loss_cls: 3.0536, loss: 3.0536, grad_norm: 1.2652 2020-07-24 18:49:41,668 - mmaction - INFO - Epoch [129][280/940] lr: 3.000e-01, eta: 1 day, 3:15:17, time: 0.693, data_time: 0.002, memory: 9569, top1_acc: 0.3410, top5_acc: 0.5959, loss_cls: 3.0206, loss: 3.0206, grad_norm: 1.2605 2020-07-24 18:49:54,999 - mmaction - INFO - Epoch [129][300/940] lr: 3.000e-01, eta: 1 day, 3:14:50, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.3207, top5_acc: 0.5799, loss_cls: 3.0901, loss: 3.0901, grad_norm: 1.2551 2020-07-24 18:50:09,577 - mmaction - INFO - Epoch [129][320/940] lr: 3.000e-01, eta: 1 day, 3:14:27, time: 0.728, data_time: 0.001, memory: 9569, top1_acc: 0.3326, top5_acc: 0.5855, loss_cls: 3.0344, loss: 3.0344, grad_norm: 1.2531 2020-07-24 18:50:22,547 - mmaction - INFO - Epoch [129][340/940] lr: 3.000e-01, eta: 1 day, 3:13:59, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3301, top5_acc: 0.5936, loss_cls: 3.0203, loss: 3.0203, grad_norm: 1.2549 2020-07-24 18:50:35,527 - mmaction - INFO - Epoch [129][360/940] lr: 3.000e-01, eta: 1 day, 3:13:31, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.3377, top5_acc: 0.5947, loss_cls: 3.0213, loss: 3.0213, grad_norm: 1.2630 2020-07-24 18:50:48,433 - mmaction - INFO - Epoch [129][380/940] lr: 3.000e-01, eta: 1 day, 3:13:02, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3441, top5_acc: 0.5922, loss_cls: 3.0160, loss: 3.0160, grad_norm: 1.2677 2020-07-24 18:51:01,406 - mmaction - INFO - Epoch [129][400/940] lr: 3.000e-01, eta: 1 day, 3:12:34, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.3299, top5_acc: 0.5896, loss_cls: 3.0574, loss: 3.0574, grad_norm: 1.2988 2020-07-24 18:51:14,318 - mmaction - INFO - Epoch [129][420/940] lr: 3.000e-01, eta: 1 day, 3:12:06, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.3395, top5_acc: 0.5844, loss_cls: 3.0529, loss: 3.0529, grad_norm: 1.2429 2020-07-24 18:51:27,919 - mmaction - INFO - Epoch [129][440/940] lr: 3.000e-01, eta: 1 day, 3:11:40, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3359, top5_acc: 0.5818, loss_cls: 3.0610, loss: 3.0610, grad_norm: 1.2624 2020-07-24 18:51:40,950 - mmaction - INFO - Epoch [129][460/940] lr: 3.000e-01, eta: 1 day, 3:11:12, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3348, top5_acc: 0.6027, loss_cls: 3.0109, loss: 3.0109, grad_norm: 1.2608 2020-07-24 18:51:53,902 - mmaction - INFO - Epoch [129][480/940] lr: 3.000e-01, eta: 1 day, 3:10:44, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3307, top5_acc: 0.5795, loss_cls: 3.0763, loss: 3.0763, grad_norm: 1.2459 2020-07-24 18:52:07,663 - mmaction - INFO - Epoch [129][500/940] lr: 3.000e-01, eta: 1 day, 3:10:19, time: 0.688, data_time: 0.001, memory: 9569, top1_acc: 0.3273, top5_acc: 0.5834, loss_cls: 3.0629, loss: 3.0629, grad_norm: 1.2772 2020-07-24 18:52:21,028 - mmaction - INFO - Epoch [129][520/940] lr: 3.000e-01, eta: 1 day, 3:09:52, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3225, top5_acc: 0.5797, loss_cls: 3.0788, loss: 3.0788, grad_norm: 1.2600 2020-07-24 18:52:34,618 - mmaction - INFO - Epoch [129][540/940] lr: 3.000e-01, eta: 1 day, 3:09:26, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3322, top5_acc: 0.5781, loss_cls: 3.0709, loss: 3.0709, grad_norm: 1.2399 2020-07-24 18:52:47,583 - mmaction - INFO - Epoch [129][560/940] lr: 3.000e-01, eta: 1 day, 3:08:58, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3357, top5_acc: 0.5813, loss_cls: 3.0895, loss: 3.0895, grad_norm: 1.2293 2020-07-24 18:53:01,710 - mmaction - INFO - Epoch [129][580/940] lr: 3.000e-01, eta: 1 day, 3:08:34, time: 0.706, data_time: 0.002, memory: 9569, top1_acc: 0.3203, top5_acc: 0.5736, loss_cls: 3.0991, loss: 3.0991, grad_norm: 1.2477 2020-07-24 18:53:14,646 - mmaction - INFO - Epoch [129][600/940] lr: 3.000e-01, eta: 1 day, 3:08:06, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3387, top5_acc: 0.5998, loss_cls: 2.9830, loss: 2.9830, grad_norm: 1.2834 2020-07-24 18:53:28,336 - mmaction - INFO - Epoch [129][620/940] lr: 3.000e-01, eta: 1 day, 3:07:41, time: 0.684, data_time: 0.001, memory: 9569, top1_acc: 0.3379, top5_acc: 0.5961, loss_cls: 3.0479, loss: 3.0479, grad_norm: 1.2860 2020-07-24 18:53:42,496 - mmaction - INFO - Epoch [129][640/940] lr: 3.000e-01, eta: 1 day, 3:07:17, time: 0.708, data_time: 0.002, memory: 9569, top1_acc: 0.3438, top5_acc: 0.5965, loss_cls: 3.0014, loss: 3.0014, grad_norm: 1.2279 2020-07-24 18:53:55,386 - mmaction - INFO - Epoch [129][660/940] lr: 3.000e-01, eta: 1 day, 3:06:49, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3385, top5_acc: 0.5756, loss_cls: 3.0500, loss: 3.0500, grad_norm: 1.2525 2020-07-24 18:54:09,617 - mmaction - INFO - Epoch [129][680/940] lr: 3.000e-01, eta: 1 day, 3:06:25, time: 0.711, data_time: 0.002, memory: 9569, top1_acc: 0.3361, top5_acc: 0.5918, loss_cls: 3.0289, loss: 3.0289, grad_norm: 1.2634 2020-07-24 18:54:22,503 - mmaction - INFO - Epoch [129][700/940] lr: 3.000e-01, eta: 1 day, 3:05:57, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3369, top5_acc: 0.5900, loss_cls: 3.0581, loss: 3.0581, grad_norm: 1.2926 2020-07-24 18:54:35,797 - mmaction - INFO - Epoch [129][720/940] lr: 3.000e-01, eta: 1 day, 3:05:30, time: 0.666, data_time: 0.004, memory: 9569, top1_acc: 0.3273, top5_acc: 0.5793, loss_cls: 3.0933, loss: 3.0933, grad_norm: 1.2398 2020-07-24 18:54:49,302 - mmaction - INFO - Epoch [129][740/940] lr: 3.000e-01, eta: 1 day, 3:05:04, time: 0.674, data_time: 0.001, memory: 9569, top1_acc: 0.3434, top5_acc: 0.5936, loss_cls: 2.9989, loss: 2.9989, grad_norm: 1.2579 2020-07-24 18:55:02,658 - mmaction - INFO - Epoch [129][760/940] lr: 3.000e-01, eta: 1 day, 3:04:38, time: 0.669, data_time: 0.003, memory: 9569, top1_acc: 0.3311, top5_acc: 0.5936, loss_cls: 3.0237, loss: 3.0237, grad_norm: 1.2773 2020-07-24 18:55:16,642 - mmaction - INFO - Epoch [129][780/940] lr: 3.000e-01, eta: 1 day, 3:04:13, time: 0.699, data_time: 0.002, memory: 9569, top1_acc: 0.3293, top5_acc: 0.5760, loss_cls: 3.0847, loss: 3.0847, grad_norm: 1.2447 2020-07-24 18:55:29,639 - mmaction - INFO - Epoch [129][800/940] lr: 3.000e-01, eta: 1 day, 3:03:45, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3410, top5_acc: 0.5793, loss_cls: 3.0303, loss: 3.0303, grad_norm: 1.2354 2020-07-24 18:55:43,310 - mmaction - INFO - Epoch [129][820/940] lr: 3.000e-01, eta: 1 day, 3:03:20, time: 0.685, data_time: 0.002, memory: 9569, top1_acc: 0.3318, top5_acc: 0.5822, loss_cls: 3.0550, loss: 3.0550, grad_norm: 1.2564 2020-07-24 18:55:56,251 - mmaction - INFO - Epoch [129][840/940] lr: 3.000e-01, eta: 1 day, 3:02:52, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3369, top5_acc: 0.5879, loss_cls: 3.0459, loss: 3.0459, grad_norm: 1.2418 2020-07-24 18:56:09,729 - mmaction - INFO - Epoch [129][860/940] lr: 3.000e-01, eta: 1 day, 3:02:26, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3248, top5_acc: 0.5842, loss_cls: 3.0409, loss: 3.0409, grad_norm: 1.2528 2020-07-24 18:56:22,636 - mmaction - INFO - Epoch [129][880/940] lr: 3.000e-01, eta: 1 day, 3:01:58, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.3246, top5_acc: 0.5787, loss_cls: 3.1071, loss: 3.1071, grad_norm: 1.2814 2020-07-24 18:56:36,525 - mmaction - INFO - Epoch [129][900/940] lr: 3.000e-01, eta: 1 day, 3:01:34, time: 0.694, data_time: 0.002, memory: 9569, top1_acc: 0.3312, top5_acc: 0.5848, loss_cls: 3.1082, loss: 3.1082, grad_norm: 1.2790 2020-07-24 18:56:49,952 - mmaction - INFO - Epoch [129][920/940] lr: 3.000e-01, eta: 1 day, 3:01:08, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3293, top5_acc: 0.5842, loss_cls: 3.0752, loss: 3.0752, grad_norm: 1.2489 2020-07-24 18:57:02,198 - mmaction - INFO - Epoch [129][940/940] lr: 3.000e-01, eta: 1 day, 3:00:37, time: 0.613, data_time: 0.002, memory: 9569, top1_acc: 0.3332, top5_acc: 0.5866, loss_cls: 3.0433, loss: 3.0433, grad_norm: 1.2987 2020-07-24 18:59:21,491 - mmaction - INFO - Epoch [130][20/940] lr: 2.963e-01, eta: 1 day, 3:07:01, time: 6.638, data_time: 5.942, memory: 9569, top1_acc: 0.3193, top5_acc: 0.5760, loss_cls: 3.0775, loss: 3.0775, grad_norm: 1.2679 2020-07-24 18:59:34,782 - mmaction - INFO - Epoch [130][40/940] lr: 2.963e-01, eta: 1 day, 3:06:34, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3340, top5_acc: 0.5869, loss_cls: 3.0326, loss: 3.0326, grad_norm: 1.2434 2020-07-24 18:59:47,829 - mmaction - INFO - Epoch [130][60/940] lr: 2.963e-01, eta: 1 day, 3:06:06, time: 0.652, data_time: 0.003, memory: 9569, top1_acc: 0.3406, top5_acc: 0.6016, loss_cls: 3.0375, loss: 3.0375, grad_norm: 1.2563 2020-07-24 19:00:00,703 - mmaction - INFO - Epoch [130][80/940] lr: 2.963e-01, eta: 1 day, 3:05:38, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3383, top5_acc: 0.5961, loss_cls: 3.0038, loss: 3.0038, grad_norm: 1.2604 2020-07-24 19:00:19,018 - mmaction - INFO - Epoch [130][100/940] lr: 2.963e-01, eta: 1 day, 3:05:28, time: 0.915, data_time: 0.005, memory: 9569, top1_acc: 0.3410, top5_acc: 0.5889, loss_cls: 3.0392, loss: 3.0392, grad_norm: 1.2904 2020-07-24 19:00:32,499 - mmaction - INFO - Epoch [130][120/940] lr: 2.963e-01, eta: 1 day, 3:05:02, time: 0.675, data_time: 0.009, memory: 9569, top1_acc: 0.3432, top5_acc: 0.5965, loss_cls: 3.0056, loss: 3.0056, grad_norm: 1.2725 2020-07-24 19:00:45,422 - mmaction - INFO - Epoch [130][140/940] lr: 2.963e-01, eta: 1 day, 3:04:34, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.3316, top5_acc: 0.5900, loss_cls: 3.0374, loss: 3.0374, grad_norm: 1.2439 2020-07-24 19:00:59,443 - mmaction - INFO - Epoch [130][160/940] lr: 2.963e-01, eta: 1 day, 3:04:10, time: 0.701, data_time: 0.002, memory: 9569, top1_acc: 0.3379, top5_acc: 0.5861, loss_cls: 3.0293, loss: 3.0293, grad_norm: 1.2572 2020-07-24 19:01:12,953 - mmaction - INFO - Epoch [130][180/940] lr: 2.963e-01, eta: 1 day, 3:03:44, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3395, top5_acc: 0.5865, loss_cls: 3.0366, loss: 3.0366, grad_norm: 1.2612 2020-07-24 19:01:26,431 - mmaction - INFO - Epoch [130][200/940] lr: 2.963e-01, eta: 1 day, 3:03:18, time: 0.675, data_time: 0.003, memory: 9569, top1_acc: 0.3418, top5_acc: 0.5867, loss_cls: 3.0397, loss: 3.0397, grad_norm: 1.2630 2020-07-24 19:01:39,524 - mmaction - INFO - Epoch [130][220/940] lr: 2.963e-01, eta: 1 day, 3:02:50, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.3305, top5_acc: 0.5799, loss_cls: 3.0495, loss: 3.0495, grad_norm: 1.2704 2020-07-24 19:01:52,917 - mmaction - INFO - Epoch [130][240/940] lr: 2.963e-01, eta: 1 day, 3:02:24, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3258, top5_acc: 0.5766, loss_cls: 3.1004, loss: 3.1004, grad_norm: 1.2673 2020-07-24 19:02:06,431 - mmaction - INFO - Epoch [130][260/940] lr: 2.963e-01, eta: 1 day, 3:01:58, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3451, top5_acc: 0.5998, loss_cls: 2.9952, loss: 2.9952, grad_norm: 1.2531 2020-07-24 19:02:19,376 - mmaction - INFO - Epoch [130][280/940] lr: 2.963e-01, eta: 1 day, 3:01:30, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.3344, top5_acc: 0.5848, loss_cls: 3.0713, loss: 3.0713, grad_norm: 1.2731 2020-07-24 19:02:32,822 - mmaction - INFO - Epoch [130][300/940] lr: 2.963e-01, eta: 1 day, 3:01:04, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3395, top5_acc: 0.5900, loss_cls: 3.0272, loss: 3.0272, grad_norm: 1.2682 2020-07-24 19:02:46,308 - mmaction - INFO - Epoch [130][320/940] lr: 2.963e-01, eta: 1 day, 3:00:38, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3367, top5_acc: 0.5854, loss_cls: 3.0258, loss: 3.0258, grad_norm: 1.2651 2020-07-24 19:02:59,396 - mmaction - INFO - Epoch [130][340/940] lr: 2.963e-01, eta: 1 day, 3:00:10, time: 0.656, data_time: 0.003, memory: 9569, top1_acc: 0.3449, top5_acc: 0.5799, loss_cls: 3.0359, loss: 3.0359, grad_norm: 1.2610 2020-07-24 19:03:12,332 - mmaction - INFO - Epoch [130][360/940] lr: 2.963e-01, eta: 1 day, 2:59:43, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3332, top5_acc: 0.5885, loss_cls: 3.0301, loss: 3.0301, grad_norm: 1.2566 2020-07-24 19:03:25,842 - mmaction - INFO - Epoch [130][380/940] lr: 2.963e-01, eta: 1 day, 2:59:17, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3455, top5_acc: 0.5957, loss_cls: 2.9877, loss: 2.9877, grad_norm: 1.2821 2020-07-24 19:03:39,216 - mmaction - INFO - Epoch [130][400/940] lr: 2.963e-01, eta: 1 day, 2:58:50, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3268, top5_acc: 0.5740, loss_cls: 3.0925, loss: 3.0925, grad_norm: 1.2749 2020-07-24 19:03:52,086 - mmaction - INFO - Epoch [130][420/940] lr: 2.963e-01, eta: 1 day, 2:58:22, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3211, top5_acc: 0.5773, loss_cls: 3.1264, loss: 3.1264, grad_norm: 1.2461 2020-07-24 19:04:08,453 - mmaction - INFO - Epoch [130][440/940] lr: 2.963e-01, eta: 1 day, 2:58:06, time: 0.819, data_time: 0.002, memory: 9569, top1_acc: 0.3355, top5_acc: 0.5873, loss_cls: 3.0406, loss: 3.0406, grad_norm: 1.2478 2020-07-24 19:04:21,822 - mmaction - INFO - Epoch [130][460/940] lr: 2.963e-01, eta: 1 day, 2:57:40, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3330, top5_acc: 0.5826, loss_cls: 3.0546, loss: 3.0546, grad_norm: 1.2655 2020-07-24 19:04:35,307 - mmaction - INFO - Epoch [130][480/940] lr: 2.963e-01, eta: 1 day, 2:57:14, time: 0.675, data_time: 0.003, memory: 9569, top1_acc: 0.3264, top5_acc: 0.5867, loss_cls: 3.0854, loss: 3.0854, grad_norm: 1.2623 2020-07-24 19:04:49,465 - mmaction - INFO - Epoch [130][500/940] lr: 2.963e-01, eta: 1 day, 2:56:50, time: 0.707, data_time: 0.002, memory: 9569, top1_acc: 0.3463, top5_acc: 0.5980, loss_cls: 2.9959, loss: 2.9959, grad_norm: 1.2533 2020-07-24 19:05:02,344 - mmaction - INFO - Epoch [130][520/940] lr: 2.963e-01, eta: 1 day, 2:56:22, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3424, top5_acc: 0.5854, loss_cls: 3.0011, loss: 3.0011, grad_norm: 1.2689 2020-07-24 19:05:15,757 - mmaction - INFO - Epoch [130][540/940] lr: 2.963e-01, eta: 1 day, 2:55:56, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3408, top5_acc: 0.5891, loss_cls: 3.0387, loss: 3.0387, grad_norm: 1.2809 2020-07-24 19:05:29,285 - mmaction - INFO - Epoch [130][560/940] lr: 2.963e-01, eta: 1 day, 2:55:31, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3277, top5_acc: 0.5797, loss_cls: 3.0856, loss: 3.0856, grad_norm: 1.2842 2020-07-24 19:05:42,324 - mmaction - INFO - Epoch [130][580/940] lr: 2.963e-01, eta: 1 day, 2:55:03, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3318, top5_acc: 0.5902, loss_cls: 3.0569, loss: 3.0569, grad_norm: 1.2802 2020-07-24 19:05:55,747 - mmaction - INFO - Epoch [130][600/940] lr: 2.963e-01, eta: 1 day, 2:54:37, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3326, top5_acc: 0.5809, loss_cls: 3.0816, loss: 3.0816, grad_norm: 1.2735 2020-07-24 19:06:09,494 - mmaction - INFO - Epoch [130][620/940] lr: 2.963e-01, eta: 1 day, 2:54:12, time: 0.687, data_time: 0.002, memory: 9569, top1_acc: 0.3283, top5_acc: 0.5740, loss_cls: 3.0965, loss: 3.0965, grad_norm: 1.2517 2020-07-24 19:06:23,047 - mmaction - INFO - Epoch [130][640/940] lr: 2.963e-01, eta: 1 day, 2:53:47, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3338, top5_acc: 0.5832, loss_cls: 3.0539, loss: 3.0539, grad_norm: 1.2590 2020-07-24 19:06:35,954 - mmaction - INFO - Epoch [130][660/940] lr: 2.963e-01, eta: 1 day, 2:53:19, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3461, top5_acc: 0.6031, loss_cls: 2.9541, loss: 2.9541, grad_norm: 1.2606 2020-07-24 19:06:49,783 - mmaction - INFO - Epoch [130][680/940] lr: 2.963e-01, eta: 1 day, 2:52:55, time: 0.693, data_time: 0.003, memory: 9569, top1_acc: 0.3375, top5_acc: 0.5867, loss_cls: 3.0269, loss: 3.0269, grad_norm: 1.2538 2020-07-24 19:07:02,780 - mmaction - INFO - Epoch [130][700/940] lr: 2.963e-01, eta: 1 day, 2:52:27, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.3340, top5_acc: 0.5822, loss_cls: 3.0479, loss: 3.0479, grad_norm: 1.2794 2020-07-24 19:07:16,349 - mmaction - INFO - Epoch [130][720/940] lr: 2.963e-01, eta: 1 day, 2:52:02, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3338, top5_acc: 0.5918, loss_cls: 3.0326, loss: 3.0326, grad_norm: 1.2505 2020-07-24 19:07:29,729 - mmaction - INFO - Epoch [130][740/940] lr: 2.963e-01, eta: 1 day, 2:51:36, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3195, top5_acc: 0.5707, loss_cls: 3.1450, loss: 3.1450, grad_norm: 1.2832 2020-07-24 19:07:42,628 - mmaction - INFO - Epoch [130][760/940] lr: 2.963e-01, eta: 1 day, 2:51:08, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3271, top5_acc: 0.5873, loss_cls: 3.0574, loss: 3.0574, grad_norm: 1.2603 2020-07-24 19:07:56,613 - mmaction - INFO - Epoch [130][780/940] lr: 2.963e-01, eta: 1 day, 2:50:44, time: 0.699, data_time: 0.002, memory: 9569, top1_acc: 0.3301, top5_acc: 0.5926, loss_cls: 3.0509, loss: 3.0509, grad_norm: 1.2769 2020-07-24 19:08:09,561 - mmaction - INFO - Epoch [130][800/940] lr: 2.963e-01, eta: 1 day, 2:50:16, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3326, top5_acc: 0.5908, loss_cls: 3.0294, loss: 3.0294, grad_norm: 1.2627 2020-07-24 19:08:22,495 - mmaction - INFO - Epoch [130][820/940] lr: 2.963e-01, eta: 1 day, 2:49:49, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3260, top5_acc: 0.5742, loss_cls: 3.0611, loss: 3.0611, grad_norm: 1.2433 2020-07-24 19:08:36,182 - mmaction - INFO - Epoch [130][840/940] lr: 2.963e-01, eta: 1 day, 2:49:24, time: 0.685, data_time: 0.002, memory: 9569, top1_acc: 0.3258, top5_acc: 0.5746, loss_cls: 3.1321, loss: 3.1321, grad_norm: 1.2631 2020-07-24 19:08:49,741 - mmaction - INFO - Epoch [130][860/940] lr: 2.963e-01, eta: 1 day, 2:48:59, time: 0.678, data_time: 0.001, memory: 9569, top1_acc: 0.3266, top5_acc: 0.5789, loss_cls: 3.0726, loss: 3.0726, grad_norm: 1.2478 2020-07-24 19:09:02,627 - mmaction - INFO - Epoch [130][880/940] lr: 2.963e-01, eta: 1 day, 2:48:31, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3322, top5_acc: 0.5844, loss_cls: 3.0651, loss: 3.0651, grad_norm: 1.2637 2020-07-24 19:09:15,646 - mmaction - INFO - Epoch [130][900/940] lr: 2.963e-01, eta: 1 day, 2:48:04, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3338, top5_acc: 0.5930, loss_cls: 3.0224, loss: 3.0224, grad_norm: 1.2616 2020-07-24 19:09:28,653 - mmaction - INFO - Epoch [130][920/940] lr: 2.963e-01, eta: 1 day, 2:47:37, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.3389, top5_acc: 0.5922, loss_cls: 3.0011, loss: 3.0011, grad_norm: 1.2418 2020-07-24 19:09:40,905 - mmaction - INFO - Epoch [130][940/940] lr: 2.963e-01, eta: 1 day, 2:47:07, time: 0.612, data_time: 0.003, memory: 9569, top1_acc: 0.3373, top5_acc: 0.5889, loss_cls: 3.0733, loss: 3.0733, grad_norm: 1.2655 2020-07-24 19:11:58,330 - mmaction - INFO - Epoch [131][20/940] lr: 2.926e-01, eta: 1 day, 2:53:10, time: 6.533, data_time: 5.855, memory: 9569, top1_acc: 0.3443, top5_acc: 0.6000, loss_cls: 2.9992, loss: 2.9992, grad_norm: 1.2747 2020-07-24 19:12:11,281 - mmaction - INFO - Epoch [131][40/940] lr: 2.926e-01, eta: 1 day, 2:52:42, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.3318, top5_acc: 0.5891, loss_cls: 3.0355, loss: 3.0355, grad_norm: 1.2705 2020-07-24 19:12:25,243 - mmaction - INFO - Epoch [131][60/940] lr: 2.926e-01, eta: 1 day, 2:52:18, time: 0.698, data_time: 0.002, memory: 9569, top1_acc: 0.3334, top5_acc: 0.5959, loss_cls: 3.0119, loss: 3.0119, grad_norm: 1.2694 2020-07-24 19:12:38,563 - mmaction - INFO - Epoch [131][80/940] lr: 2.926e-01, eta: 1 day, 2:51:52, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.3469, top5_acc: 0.6008, loss_cls: 2.9801, loss: 2.9801, grad_norm: 1.2713 2020-07-24 19:12:52,327 - mmaction - INFO - Epoch [131][100/940] lr: 2.926e-01, eta: 1 day, 2:51:27, time: 0.688, data_time: 0.002, memory: 9569, top1_acc: 0.3316, top5_acc: 0.5803, loss_cls: 3.0570, loss: 3.0570, grad_norm: 1.2843 2020-07-24 19:13:05,389 - mmaction - INFO - Epoch [131][120/940] lr: 2.926e-01, eta: 1 day, 2:51:00, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.3432, top5_acc: 0.5959, loss_cls: 3.0118, loss: 3.0118, grad_norm: 1.2776 2020-07-24 19:13:19,298 - mmaction - INFO - Epoch [131][140/940] lr: 2.926e-01, eta: 1 day, 2:50:35, time: 0.695, data_time: 0.002, memory: 9569, top1_acc: 0.3311, top5_acc: 0.5713, loss_cls: 3.0939, loss: 3.0939, grad_norm: 1.2598 2020-07-24 19:13:32,777 - mmaction - INFO - Epoch [131][160/940] lr: 2.926e-01, eta: 1 day, 2:50:09, time: 0.674, data_time: 0.003, memory: 9569, top1_acc: 0.3311, top5_acc: 0.5855, loss_cls: 3.0540, loss: 3.0540, grad_norm: 1.2457 2020-07-24 19:13:45,627 - mmaction - INFO - Epoch [131][180/940] lr: 2.926e-01, eta: 1 day, 2:49:42, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3320, top5_acc: 0.5881, loss_cls: 3.0523, loss: 3.0523, grad_norm: 1.2629 2020-07-24 19:13:59,165 - mmaction - INFO - Epoch [131][200/940] lr: 2.926e-01, eta: 1 day, 2:49:16, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3424, top5_acc: 0.6033, loss_cls: 2.9926, loss: 2.9926, grad_norm: 1.2786 2020-07-24 19:14:12,048 - mmaction - INFO - Epoch [131][220/940] lr: 2.926e-01, eta: 1 day, 2:48:48, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.3369, top5_acc: 0.5811, loss_cls: 3.0517, loss: 3.0517, grad_norm: 1.2718 2020-07-24 19:14:25,211 - mmaction - INFO - Epoch [131][240/940] lr: 2.926e-01, eta: 1 day, 2:48:22, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.3336, top5_acc: 0.5811, loss_cls: 3.0766, loss: 3.0766, grad_norm: 1.2727 2020-07-24 19:14:39,508 - mmaction - INFO - Epoch [131][260/940] lr: 2.926e-01, eta: 1 day, 2:47:59, time: 0.716, data_time: 0.002, memory: 9569, top1_acc: 0.3391, top5_acc: 0.5857, loss_cls: 3.0244, loss: 3.0244, grad_norm: 1.2485 2020-07-24 19:14:52,512 - mmaction - INFO - Epoch [131][280/940] lr: 2.926e-01, eta: 1 day, 2:47:31, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3373, top5_acc: 0.5949, loss_cls: 2.9887, loss: 2.9887, grad_norm: 1.2790 2020-07-24 19:15:06,084 - mmaction - INFO - Epoch [131][300/940] lr: 2.926e-01, eta: 1 day, 2:47:06, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3332, top5_acc: 0.5865, loss_cls: 3.0354, loss: 3.0354, grad_norm: 1.2965 2020-07-24 19:15:19,630 - mmaction - INFO - Epoch [131][320/940] lr: 2.926e-01, eta: 1 day, 2:46:41, time: 0.676, data_time: 0.001, memory: 9569, top1_acc: 0.3355, top5_acc: 0.5889, loss_cls: 3.0429, loss: 3.0429, grad_norm: 1.2590 2020-07-24 19:15:32,545 - mmaction - INFO - Epoch [131][340/940] lr: 2.926e-01, eta: 1 day, 2:46:13, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3451, top5_acc: 0.6059, loss_cls: 2.9634, loss: 2.9634, grad_norm: 1.2726 2020-07-24 19:15:46,391 - mmaction - INFO - Epoch [131][360/940] lr: 2.926e-01, eta: 1 day, 2:45:49, time: 0.692, data_time: 0.002, memory: 9569, top1_acc: 0.3311, top5_acc: 0.5895, loss_cls: 3.0634, loss: 3.0634, grad_norm: 1.2998 2020-07-24 19:15:59,609 - mmaction - INFO - Epoch [131][380/940] lr: 2.926e-01, eta: 1 day, 2:45:22, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.3305, top5_acc: 0.5828, loss_cls: 3.0781, loss: 3.0781, grad_norm: 1.2588 2020-07-24 19:16:13,075 - mmaction - INFO - Epoch [131][400/940] lr: 2.926e-01, eta: 1 day, 2:44:57, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3285, top5_acc: 0.5947, loss_cls: 3.0134, loss: 3.0134, grad_norm: 1.2528 2020-07-24 19:16:26,547 - mmaction - INFO - Epoch [131][420/940] lr: 2.926e-01, eta: 1 day, 2:44:31, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3326, top5_acc: 0.5885, loss_cls: 3.0843, loss: 3.0843, grad_norm: 1.2658 2020-07-24 19:16:39,649 - mmaction - INFO - Epoch [131][440/940] lr: 2.926e-01, eta: 1 day, 2:44:04, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.3301, top5_acc: 0.5799, loss_cls: 3.0664, loss: 3.0664, grad_norm: 1.2877 2020-07-24 19:16:53,048 - mmaction - INFO - Epoch [131][460/940] lr: 2.926e-01, eta: 1 day, 2:43:38, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3268, top5_acc: 0.5893, loss_cls: 3.0738, loss: 3.0738, grad_norm: 1.3020 2020-07-24 19:17:06,498 - mmaction - INFO - Epoch [131][480/940] lr: 2.926e-01, eta: 1 day, 2:43:13, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3287, top5_acc: 0.5947, loss_cls: 3.0623, loss: 3.0623, grad_norm: 1.2801 2020-07-24 19:17:19,387 - mmaction - INFO - Epoch [131][500/940] lr: 2.926e-01, eta: 1 day, 2:42:45, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3395, top5_acc: 0.5959, loss_cls: 2.9962, loss: 2.9962, grad_norm: 1.2561 2020-07-24 19:17:33,452 - mmaction - INFO - Epoch [131][520/940] lr: 2.926e-01, eta: 1 day, 2:42:22, time: 0.703, data_time: 0.001, memory: 9569, top1_acc: 0.3393, top5_acc: 0.5963, loss_cls: 3.0411, loss: 3.0411, grad_norm: 1.2601 2020-07-24 19:17:46,775 - mmaction - INFO - Epoch [131][540/940] lr: 2.926e-01, eta: 1 day, 2:41:56, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.3465, top5_acc: 0.5971, loss_cls: 3.0024, loss: 3.0024, grad_norm: 1.2655 2020-07-24 19:17:59,673 - mmaction - INFO - Epoch [131][560/940] lr: 2.926e-01, eta: 1 day, 2:41:28, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3463, top5_acc: 0.5924, loss_cls: 2.9860, loss: 2.9860, grad_norm: 1.2769 2020-07-24 19:18:12,590 - mmaction - INFO - Epoch [131][580/940] lr: 2.926e-01, eta: 1 day, 2:41:01, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3158, top5_acc: 0.5809, loss_cls: 3.0925, loss: 3.0925, grad_norm: 1.2927 2020-07-24 19:18:26,611 - mmaction - INFO - Epoch [131][600/940] lr: 2.926e-01, eta: 1 day, 2:40:37, time: 0.701, data_time: 0.002, memory: 9569, top1_acc: 0.3420, top5_acc: 0.5928, loss_cls: 2.9991, loss: 2.9991, grad_norm: 1.2758 2020-07-24 19:18:39,950 - mmaction - INFO - Epoch [131][620/940] lr: 2.926e-01, eta: 1 day, 2:40:12, time: 0.667, data_time: 0.003, memory: 9569, top1_acc: 0.3289, top5_acc: 0.5855, loss_cls: 3.0593, loss: 3.0593, grad_norm: 1.2623 2020-07-24 19:18:52,894 - mmaction - INFO - Epoch [131][640/940] lr: 2.926e-01, eta: 1 day, 2:39:44, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3492, top5_acc: 0.5973, loss_cls: 2.9989, loss: 2.9989, grad_norm: 1.2449 2020-07-24 19:19:06,279 - mmaction - INFO - Epoch [131][660/940] lr: 2.926e-01, eta: 1 day, 2:39:19, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3361, top5_acc: 0.5945, loss_cls: 3.0111, loss: 3.0111, grad_norm: 1.2649 2020-07-24 19:19:19,788 - mmaction - INFO - Epoch [131][680/940] lr: 2.926e-01, eta: 1 day, 2:38:53, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3324, top5_acc: 0.5928, loss_cls: 3.0460, loss: 3.0460, grad_norm: 1.2476 2020-07-24 19:19:32,675 - mmaction - INFO - Epoch [131][700/940] lr: 2.926e-01, eta: 1 day, 2:38:26, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.3328, top5_acc: 0.5834, loss_cls: 3.0803, loss: 3.0803, grad_norm: 1.2915 2020-07-24 19:19:46,071 - mmaction - INFO - Epoch [131][720/940] lr: 2.926e-01, eta: 1 day, 2:38:00, time: 0.671, data_time: 0.003, memory: 9569, top1_acc: 0.3178, top5_acc: 0.5879, loss_cls: 3.0569, loss: 3.0569, grad_norm: 1.2796 2020-07-24 19:19:59,524 - mmaction - INFO - Epoch [131][740/940] lr: 2.926e-01, eta: 1 day, 2:37:35, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3256, top5_acc: 0.5820, loss_cls: 3.0923, loss: 3.0923, grad_norm: 1.2792 2020-07-24 19:20:13,185 - mmaction - INFO - Epoch [131][760/940] lr: 2.926e-01, eta: 1 day, 2:37:10, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.3334, top5_acc: 0.5906, loss_cls: 3.0060, loss: 3.0060, grad_norm: 1.2853 2020-07-24 19:20:26,578 - mmaction - INFO - Epoch [131][780/940] lr: 2.926e-01, eta: 1 day, 2:36:44, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3414, top5_acc: 0.5928, loss_cls: 3.0348, loss: 3.0348, grad_norm: 1.2862 2020-07-24 19:20:39,535 - mmaction - INFO - Epoch [131][800/940] lr: 2.926e-01, eta: 1 day, 2:36:18, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.3252, top5_acc: 0.5813, loss_cls: 3.0765, loss: 3.0765, grad_norm: 1.2738 2020-07-24 19:20:53,065 - mmaction - INFO - Epoch [131][820/940] lr: 2.926e-01, eta: 1 day, 2:35:52, time: 0.677, data_time: 0.001, memory: 9569, top1_acc: 0.3393, top5_acc: 0.5775, loss_cls: 3.0290, loss: 3.0290, grad_norm: 1.2428 2020-07-24 19:21:05,964 - mmaction - INFO - Epoch [131][840/940] lr: 2.926e-01, eta: 1 day, 2:35:25, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3408, top5_acc: 0.5895, loss_cls: 3.0393, loss: 3.0393, grad_norm: 1.2460 2020-07-24 19:21:19,098 - mmaction - INFO - Epoch [131][860/940] lr: 2.926e-01, eta: 1 day, 2:34:59, time: 0.657, data_time: 0.002, memory: 9569, top1_acc: 0.3373, top5_acc: 0.5900, loss_cls: 3.0340, loss: 3.0340, grad_norm: 1.2391 2020-07-24 19:21:32,071 - mmaction - INFO - Epoch [131][880/940] lr: 2.926e-01, eta: 1 day, 2:34:32, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3328, top5_acc: 0.5863, loss_cls: 3.0486, loss: 3.0486, grad_norm: 1.2748 2020-07-24 19:21:45,012 - mmaction - INFO - Epoch [131][900/940] lr: 2.926e-01, eta: 1 day, 2:34:05, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3420, top5_acc: 0.5885, loss_cls: 3.0396, loss: 3.0396, grad_norm: 1.2681 2020-07-24 19:21:58,573 - mmaction - INFO - Epoch [131][920/940] lr: 2.926e-01, eta: 1 day, 2:33:40, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.3389, top5_acc: 0.5865, loss_cls: 3.0262, loss: 3.0262, grad_norm: 1.2820 2020-07-24 19:22:11,291 - mmaction - INFO - Epoch [131][940/940] lr: 2.926e-01, eta: 1 day, 2:33:12, time: 0.636, data_time: 0.002, memory: 9569, top1_acc: 0.3407, top5_acc: 0.5887, loss_cls: 3.0308, loss: 3.0308, grad_norm: 1.2877 2020-07-24 19:24:50,829 - mmaction - INFO - Epoch [132][20/940] lr: 2.890e-01, eta: 1 day, 2:40:20, time: 7.738, data_time: 6.993, memory: 9569, top1_acc: 0.3436, top5_acc: 0.6018, loss_cls: 2.9669, loss: 2.9669, grad_norm: 1.2733 2020-07-24 19:25:03,904 - mmaction - INFO - Epoch [132][40/940] lr: 2.890e-01, eta: 1 day, 2:39:53, time: 0.654, data_time: 0.003, memory: 9569, top1_acc: 0.3455, top5_acc: 0.6004, loss_cls: 2.9967, loss: 2.9967, grad_norm: 1.2908 2020-07-24 19:25:17,363 - mmaction - INFO - Epoch [132][60/940] lr: 2.890e-01, eta: 1 day, 2:39:27, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3344, top5_acc: 0.5941, loss_cls: 2.9947, loss: 2.9947, grad_norm: 1.2792 2020-07-24 19:25:30,643 - mmaction - INFO - Epoch [132][80/940] lr: 2.890e-01, eta: 1 day, 2:39:01, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3330, top5_acc: 0.5885, loss_cls: 3.0291, loss: 3.0291, grad_norm: 1.2588 2020-07-24 19:25:43,506 - mmaction - INFO - Epoch [132][100/940] lr: 2.890e-01, eta: 1 day, 2:38:34, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3414, top5_acc: 0.5953, loss_cls: 3.0046, loss: 3.0046, grad_norm: 1.2663 2020-07-24 19:25:56,408 - mmaction - INFO - Epoch [132][120/940] lr: 2.890e-01, eta: 1 day, 2:38:06, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3324, top5_acc: 0.5891, loss_cls: 3.0764, loss: 3.0764, grad_norm: 1.2821 2020-07-24 19:26:09,892 - mmaction - INFO - Epoch [132][140/940] lr: 2.890e-01, eta: 1 day, 2:37:41, time: 0.676, data_time: 0.003, memory: 9569, top1_acc: 0.3379, top5_acc: 0.5980, loss_cls: 2.9890, loss: 2.9890, grad_norm: 1.2802 2020-07-24 19:26:24,587 - mmaction - INFO - Epoch [132][160/940] lr: 2.890e-01, eta: 1 day, 2:37:19, time: 0.731, data_time: 0.002, memory: 9569, top1_acc: 0.3486, top5_acc: 0.5873, loss_cls: 3.0253, loss: 3.0253, grad_norm: 1.2764 2020-07-24 19:26:37,623 - mmaction - INFO - Epoch [132][180/940] lr: 2.890e-01, eta: 1 day, 2:36:52, time: 0.654, data_time: 0.006, memory: 9569, top1_acc: 0.3367, top5_acc: 0.5855, loss_cls: 3.0125, loss: 3.0125, grad_norm: 1.2864 2020-07-24 19:26:50,667 - mmaction - INFO - Epoch [132][200/940] lr: 2.890e-01, eta: 1 day, 2:36:26, time: 0.652, data_time: 0.003, memory: 9569, top1_acc: 0.3408, top5_acc: 0.5896, loss_cls: 3.0016, loss: 3.0016, grad_norm: 1.2706 2020-07-24 19:27:04,141 - mmaction - INFO - Epoch [132][220/940] lr: 2.890e-01, eta: 1 day, 2:36:00, time: 0.675, data_time: 0.003, memory: 9569, top1_acc: 0.3336, top5_acc: 0.5803, loss_cls: 3.0532, loss: 3.0532, grad_norm: 1.2624 2020-07-24 19:27:17,425 - mmaction - INFO - Epoch [132][240/940] lr: 2.890e-01, eta: 1 day, 2:35:34, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.3402, top5_acc: 0.5979, loss_cls: 3.0012, loss: 3.0012, grad_norm: 1.2380 2020-07-24 19:27:30,736 - mmaction - INFO - Epoch [132][260/940] lr: 2.890e-01, eta: 1 day, 2:35:08, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.3326, top5_acc: 0.6008, loss_cls: 3.0041, loss: 3.0041, grad_norm: 1.3088 2020-07-24 19:27:44,874 - mmaction - INFO - Epoch [132][280/940] lr: 2.890e-01, eta: 1 day, 2:34:45, time: 0.706, data_time: 0.002, memory: 9569, top1_acc: 0.3346, top5_acc: 0.5842, loss_cls: 3.0219, loss: 3.0219, grad_norm: 1.2777 2020-07-24 19:27:57,808 - mmaction - INFO - Epoch [132][300/940] lr: 2.890e-01, eta: 1 day, 2:34:18, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.3373, top5_acc: 0.5918, loss_cls: 3.0153, loss: 3.0153, grad_norm: 1.2721 2020-07-24 19:28:11,327 - mmaction - INFO - Epoch [132][320/940] lr: 2.890e-01, eta: 1 day, 2:33:53, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3342, top5_acc: 0.5844, loss_cls: 3.0372, loss: 3.0372, grad_norm: 1.2731 2020-07-24 19:28:24,706 - mmaction - INFO - Epoch [132][340/940] lr: 2.890e-01, eta: 1 day, 2:33:27, time: 0.669, data_time: 0.003, memory: 9569, top1_acc: 0.3373, top5_acc: 0.5916, loss_cls: 3.0385, loss: 3.0385, grad_norm: 1.2879 2020-07-24 19:28:38,466 - mmaction - INFO - Epoch [132][360/940] lr: 2.890e-01, eta: 1 day, 2:33:03, time: 0.687, data_time: 0.001, memory: 9569, top1_acc: 0.3428, top5_acc: 0.5857, loss_cls: 3.0353, loss: 3.0353, grad_norm: 1.2800 2020-07-24 19:28:51,853 - mmaction - INFO - Epoch [132][380/940] lr: 2.890e-01, eta: 1 day, 2:32:37, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3521, top5_acc: 0.5971, loss_cls: 2.9871, loss: 2.9871, grad_norm: 1.2496 2020-07-24 19:29:05,499 - mmaction - INFO - Epoch [132][400/940] lr: 2.890e-01, eta: 1 day, 2:32:12, time: 0.682, data_time: 0.002, memory: 9569, top1_acc: 0.3365, top5_acc: 0.6000, loss_cls: 3.0025, loss: 3.0025, grad_norm: 1.2835 2020-07-24 19:29:18,586 - mmaction - INFO - Epoch [132][420/940] lr: 2.890e-01, eta: 1 day, 2:31:46, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.3395, top5_acc: 0.5832, loss_cls: 3.0727, loss: 3.0727, grad_norm: 1.2635 2020-07-24 19:29:31,871 - mmaction - INFO - Epoch [132][440/940] lr: 2.890e-01, eta: 1 day, 2:31:20, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3377, top5_acc: 0.5893, loss_cls: 3.0637, loss: 3.0637, grad_norm: 1.2516 2020-07-24 19:29:44,889 - mmaction - INFO - Epoch [132][460/940] lr: 2.890e-01, eta: 1 day, 2:30:53, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3496, top5_acc: 0.5914, loss_cls: 2.9749, loss: 2.9749, grad_norm: 1.2584 2020-07-24 19:29:58,479 - mmaction - INFO - Epoch [132][480/940] lr: 2.890e-01, eta: 1 day, 2:30:28, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3352, top5_acc: 0.5951, loss_cls: 3.0161, loss: 3.0161, grad_norm: 1.3091 2020-07-24 19:30:11,398 - mmaction - INFO - Epoch [132][500/940] lr: 2.890e-01, eta: 1 day, 2:30:01, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.3322, top5_acc: 0.5949, loss_cls: 3.0168, loss: 3.0168, grad_norm: 1.2861 2020-07-24 19:30:24,858 - mmaction - INFO - Epoch [132][520/940] lr: 2.890e-01, eta: 1 day, 2:29:36, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3250, top5_acc: 0.5877, loss_cls: 3.0691, loss: 3.0691, grad_norm: 1.2710 2020-07-24 19:30:38,273 - mmaction - INFO - Epoch [132][540/940] lr: 2.890e-01, eta: 1 day, 2:29:11, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.3469, top5_acc: 0.5920, loss_cls: 2.9786, loss: 2.9786, grad_norm: 1.2582 2020-07-24 19:30:51,127 - mmaction - INFO - Epoch [132][560/940] lr: 2.890e-01, eta: 1 day, 2:28:44, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.3432, top5_acc: 0.5875, loss_cls: 3.0071, loss: 3.0071, grad_norm: 1.2908 2020-07-24 19:31:04,372 - mmaction - INFO - Epoch [132][580/940] lr: 2.890e-01, eta: 1 day, 2:28:18, time: 0.661, data_time: 0.001, memory: 9569, top1_acc: 0.3250, top5_acc: 0.5846, loss_cls: 3.0677, loss: 3.0677, grad_norm: 1.3001 2020-07-24 19:31:17,776 - mmaction - INFO - Epoch [132][600/940] lr: 2.890e-01, eta: 1 day, 2:27:52, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3340, top5_acc: 0.5910, loss_cls: 3.0426, loss: 3.0426, grad_norm: 1.2705 2020-07-24 19:31:30,585 - mmaction - INFO - Epoch [132][620/940] lr: 2.890e-01, eta: 1 day, 2:27:25, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3316, top5_acc: 0.5740, loss_cls: 3.1230, loss: 3.1230, grad_norm: 1.2953 2020-07-24 19:31:43,537 - mmaction - INFO - Epoch [132][640/940] lr: 2.890e-01, eta: 1 day, 2:26:58, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3295, top5_acc: 0.5877, loss_cls: 3.0321, loss: 3.0321, grad_norm: 1.2644 2020-07-24 19:31:56,464 - mmaction - INFO - Epoch [132][660/940] lr: 2.890e-01, eta: 1 day, 2:26:31, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3311, top5_acc: 0.5867, loss_cls: 3.0483, loss: 3.0483, grad_norm: 1.2752 2020-07-24 19:32:10,251 - mmaction - INFO - Epoch [132][680/940] lr: 2.890e-01, eta: 1 day, 2:26:07, time: 0.689, data_time: 0.001, memory: 9569, top1_acc: 0.3252, top5_acc: 0.5824, loss_cls: 3.0553, loss: 3.0553, grad_norm: 1.2763 2020-07-24 19:32:23,365 - mmaction - INFO - Epoch [132][700/940] lr: 2.890e-01, eta: 1 day, 2:25:41, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.3467, top5_acc: 0.5854, loss_cls: 3.0145, loss: 3.0145, grad_norm: 1.2874 2020-07-24 19:32:36,849 - mmaction - INFO - Epoch [132][720/940] lr: 2.890e-01, eta: 1 day, 2:25:16, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3393, top5_acc: 0.5934, loss_cls: 3.0517, loss: 3.0517, grad_norm: 1.2779 2020-07-24 19:32:49,854 - mmaction - INFO - Epoch [132][740/940] lr: 2.890e-01, eta: 1 day, 2:24:49, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.3410, top5_acc: 0.5842, loss_cls: 3.0598, loss: 3.0598, grad_norm: 1.2722 2020-07-24 19:33:03,795 - mmaction - INFO - Epoch [132][760/940] lr: 2.890e-01, eta: 1 day, 2:24:26, time: 0.697, data_time: 0.002, memory: 9569, top1_acc: 0.3354, top5_acc: 0.5867, loss_cls: 3.0303, loss: 3.0303, grad_norm: 1.2590 2020-07-24 19:33:17,335 - mmaction - INFO - Epoch [132][780/940] lr: 2.890e-01, eta: 1 day, 2:24:01, time: 0.677, data_time: 0.001, memory: 9569, top1_acc: 0.3385, top5_acc: 0.5895, loss_cls: 3.0251, loss: 3.0251, grad_norm: 1.2877 2020-07-24 19:33:30,232 - mmaction - INFO - Epoch [132][800/940] lr: 2.890e-01, eta: 1 day, 2:23:34, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3260, top5_acc: 0.5865, loss_cls: 3.0503, loss: 3.0503, grad_norm: 1.2800 2020-07-24 19:33:43,614 - mmaction - INFO - Epoch [132][820/940] lr: 2.890e-01, eta: 1 day, 2:23:09, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.3348, top5_acc: 0.5869, loss_cls: 3.0623, loss: 3.0623, grad_norm: 1.2806 2020-07-24 19:33:56,984 - mmaction - INFO - Epoch [132][840/940] lr: 2.890e-01, eta: 1 day, 2:22:43, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3414, top5_acc: 0.5861, loss_cls: 3.0305, loss: 3.0305, grad_norm: 1.2994 2020-07-24 19:34:10,265 - mmaction - INFO - Epoch [132][860/940] lr: 2.890e-01, eta: 1 day, 2:22:18, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3285, top5_acc: 0.5785, loss_cls: 3.0859, loss: 3.0859, grad_norm: 1.2691 2020-07-24 19:34:23,312 - mmaction - INFO - Epoch [132][880/940] lr: 2.890e-01, eta: 1 day, 2:21:52, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.3441, top5_acc: 0.6002, loss_cls: 2.9955, loss: 2.9955, grad_norm: 1.2970 2020-07-24 19:34:36,234 - mmaction - INFO - Epoch [132][900/940] lr: 2.890e-01, eta: 1 day, 2:21:25, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3322, top5_acc: 0.5900, loss_cls: 3.0485, loss: 3.0485, grad_norm: 1.2896 2020-07-24 19:34:49,791 - mmaction - INFO - Epoch [132][920/940] lr: 2.890e-01, eta: 1 day, 2:21:00, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.3332, top5_acc: 0.5867, loss_cls: 3.0563, loss: 3.0563, grad_norm: 1.2842 2020-07-24 19:35:02,044 - mmaction - INFO - Epoch [132][940/940] lr: 2.890e-01, eta: 1 day, 2:20:31, time: 0.613, data_time: 0.001, memory: 9569, top1_acc: 0.3383, top5_acc: 0.5893, loss_cls: 3.0429, loss: 3.0429, grad_norm: 1.3020 2020-07-24 19:35:07,796 - mmaction - INFO - Saving checkpoint at 132 epochs 2020-07-24 19:37:47,974 - mmaction - INFO - Epoch [133][20/940] lr: 2.853e-01, eta: 1 day, 2:27:38, time: 7.961, data_time: 7.209, memory: 9569, top1_acc: 0.3404, top5_acc: 0.5980, loss_cls: 2.9772, loss: 2.9772, grad_norm: 1.2860 2020-07-24 19:38:01,206 - mmaction - INFO - Epoch [133][40/940] lr: 2.853e-01, eta: 1 day, 2:27:12, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3430, top5_acc: 0.5803, loss_cls: 3.0183, loss: 3.0183, grad_norm: 1.2881 2020-07-24 19:38:14,013 - mmaction - INFO - Epoch [133][60/940] lr: 2.853e-01, eta: 1 day, 2:26:45, time: 0.639, data_time: 0.001, memory: 9569, top1_acc: 0.3439, top5_acc: 0.5971, loss_cls: 2.9837, loss: 2.9837, grad_norm: 1.2751 2020-07-24 19:38:27,439 - mmaction - INFO - Epoch [133][80/940] lr: 2.853e-01, eta: 1 day, 2:26:19, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3449, top5_acc: 0.5924, loss_cls: 3.0175, loss: 3.0175, grad_norm: 1.2758 2020-07-24 19:38:40,288 - mmaction - INFO - Epoch [133][100/940] lr: 2.853e-01, eta: 1 day, 2:25:52, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3418, top5_acc: 0.6066, loss_cls: 2.9954, loss: 2.9954, grad_norm: 1.2801 2020-07-24 19:38:53,548 - mmaction - INFO - Epoch [133][120/940] lr: 2.853e-01, eta: 1 day, 2:25:26, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.3549, top5_acc: 0.5977, loss_cls: 2.9800, loss: 2.9800, grad_norm: 1.2867 2020-07-24 19:39:06,680 - mmaction - INFO - Epoch [133][140/940] lr: 2.853e-01, eta: 1 day, 2:25:00, time: 0.658, data_time: 0.004, memory: 9569, top1_acc: 0.3434, top5_acc: 0.6029, loss_cls: 2.9559, loss: 2.9559, grad_norm: 1.2931 2020-07-24 19:39:19,967 - mmaction - INFO - Epoch [133][160/940] lr: 2.853e-01, eta: 1 day, 2:24:34, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3428, top5_acc: 0.5934, loss_cls: 2.9938, loss: 2.9938, grad_norm: 1.2656 2020-07-24 19:39:33,010 - mmaction - INFO - Epoch [133][180/940] lr: 2.853e-01, eta: 1 day, 2:24:08, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3402, top5_acc: 0.6002, loss_cls: 2.9978, loss: 2.9978, grad_norm: 1.2795 2020-07-24 19:39:45,944 - mmaction - INFO - Epoch [133][200/940] lr: 2.853e-01, eta: 1 day, 2:23:41, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3389, top5_acc: 0.5883, loss_cls: 3.0452, loss: 3.0452, grad_norm: 1.2807 2020-07-24 19:39:59,732 - mmaction - INFO - Epoch [133][220/940] lr: 2.853e-01, eta: 1 day, 2:23:17, time: 0.690, data_time: 0.002, memory: 9569, top1_acc: 0.3377, top5_acc: 0.5982, loss_cls: 2.9977, loss: 2.9977, grad_norm: 1.2834 2020-07-24 19:40:13,077 - mmaction - INFO - Epoch [133][240/940] lr: 2.853e-01, eta: 1 day, 2:22:51, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.3334, top5_acc: 0.5896, loss_cls: 3.0394, loss: 3.0394, grad_norm: 1.2850 2020-07-24 19:40:26,696 - mmaction - INFO - Epoch [133][260/940] lr: 2.853e-01, eta: 1 day, 2:22:27, time: 0.681, data_time: 0.002, memory: 9569, top1_acc: 0.3369, top5_acc: 0.5947, loss_cls: 3.0266, loss: 3.0266, grad_norm: 1.2591 2020-07-24 19:40:40,327 - mmaction - INFO - Epoch [133][280/940] lr: 2.853e-01, eta: 1 day, 2:22:02, time: 0.680, data_time: 0.003, memory: 9569, top1_acc: 0.3398, top5_acc: 0.5891, loss_cls: 3.0060, loss: 3.0060, grad_norm: 1.2845 2020-07-24 19:40:53,731 - mmaction - INFO - Epoch [133][300/940] lr: 2.853e-01, eta: 1 day, 2:21:37, time: 0.672, data_time: 0.004, memory: 9569, top1_acc: 0.3469, top5_acc: 0.6018, loss_cls: 2.9627, loss: 2.9627, grad_norm: 1.2983 2020-07-24 19:41:06,573 - mmaction - INFO - Epoch [133][320/940] lr: 2.853e-01, eta: 1 day, 2:21:10, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.3404, top5_acc: 0.5848, loss_cls: 3.0579, loss: 3.0579, grad_norm: 1.2876 2020-07-24 19:41:19,965 - mmaction - INFO - Epoch [133][340/940] lr: 2.853e-01, eta: 1 day, 2:20:45, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3375, top5_acc: 0.5961, loss_cls: 3.0029, loss: 3.0029, grad_norm: 1.2742 2020-07-24 19:41:32,922 - mmaction - INFO - Epoch [133][360/940] lr: 2.853e-01, eta: 1 day, 2:20:18, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3439, top5_acc: 0.5979, loss_cls: 2.9847, loss: 2.9847, grad_norm: 1.2700 2020-07-24 19:41:45,807 - mmaction - INFO - Epoch [133][380/940] lr: 2.853e-01, eta: 1 day, 2:19:51, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3469, top5_acc: 0.6021, loss_cls: 2.9885, loss: 2.9885, grad_norm: 1.2818 2020-07-24 19:41:59,704 - mmaction - INFO - Epoch [133][400/940] lr: 2.853e-01, eta: 1 day, 2:19:27, time: 0.696, data_time: 0.002, memory: 9569, top1_acc: 0.3291, top5_acc: 0.5877, loss_cls: 3.0678, loss: 3.0678, grad_norm: 1.2950 2020-07-24 19:42:12,755 - mmaction - INFO - Epoch [133][420/940] lr: 2.853e-01, eta: 1 day, 2:19:01, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.3324, top5_acc: 0.5846, loss_cls: 3.0936, loss: 3.0936, grad_norm: 1.2974 2020-07-24 19:42:26,501 - mmaction - INFO - Epoch [133][440/940] lr: 2.853e-01, eta: 1 day, 2:18:37, time: 0.687, data_time: 0.001, memory: 9569, top1_acc: 0.3385, top5_acc: 0.5945, loss_cls: 3.0131, loss: 3.0131, grad_norm: 1.2728 2020-07-24 19:42:39,919 - mmaction - INFO - Epoch [133][460/940] lr: 2.853e-01, eta: 1 day, 2:18:12, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3334, top5_acc: 0.5926, loss_cls: 3.0478, loss: 3.0478, grad_norm: 1.2846 2020-07-24 19:42:52,991 - mmaction - INFO - Epoch [133][480/940] lr: 2.853e-01, eta: 1 day, 2:17:46, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3299, top5_acc: 0.5838, loss_cls: 3.0671, loss: 3.0671, grad_norm: 1.2908 2020-07-24 19:43:06,019 - mmaction - INFO - Epoch [133][500/940] lr: 2.853e-01, eta: 1 day, 2:17:19, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.3254, top5_acc: 0.5826, loss_cls: 3.0382, loss: 3.0382, grad_norm: 1.2653 2020-07-24 19:43:19,431 - mmaction - INFO - Epoch [133][520/940] lr: 2.853e-01, eta: 1 day, 2:16:54, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.3387, top5_acc: 0.5867, loss_cls: 3.0338, loss: 3.0338, grad_norm: 1.2809 2020-07-24 19:43:33,507 - mmaction - INFO - Epoch [133][540/940] lr: 2.853e-01, eta: 1 day, 2:16:31, time: 0.705, data_time: 0.002, memory: 9569, top1_acc: 0.3346, top5_acc: 0.5867, loss_cls: 3.0355, loss: 3.0355, grad_norm: 1.2877 2020-07-24 19:43:46,388 - mmaction - INFO - Epoch [133][560/940] lr: 2.853e-01, eta: 1 day, 2:16:04, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3344, top5_acc: 0.5859, loss_cls: 3.0714, loss: 3.0714, grad_norm: 1.2935 2020-07-24 19:43:59,297 - mmaction - INFO - Epoch [133][580/940] lr: 2.853e-01, eta: 1 day, 2:15:38, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3449, top5_acc: 0.5963, loss_cls: 3.0125, loss: 3.0125, grad_norm: 1.2838 2020-07-24 19:44:12,802 - mmaction - INFO - Epoch [133][600/940] lr: 2.853e-01, eta: 1 day, 2:15:13, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3322, top5_acc: 0.5947, loss_cls: 3.0149, loss: 3.0149, grad_norm: 1.2859 2020-07-24 19:44:25,724 - mmaction - INFO - Epoch [133][620/940] lr: 2.853e-01, eta: 1 day, 2:14:46, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.3377, top5_acc: 0.5922, loss_cls: 3.0477, loss: 3.0477, grad_norm: 1.2797 2020-07-24 19:44:38,637 - mmaction - INFO - Epoch [133][640/940] lr: 2.853e-01, eta: 1 day, 2:14:20, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3301, top5_acc: 0.5832, loss_cls: 3.0844, loss: 3.0844, grad_norm: 1.3087 2020-07-24 19:44:52,464 - mmaction - INFO - Epoch [133][660/940] lr: 2.853e-01, eta: 1 day, 2:13:56, time: 0.691, data_time: 0.001, memory: 9569, top1_acc: 0.3406, top5_acc: 0.5887, loss_cls: 3.0337, loss: 3.0337, grad_norm: 1.2904 2020-07-24 19:45:06,027 - mmaction - INFO - Epoch [133][680/940] lr: 2.853e-01, eta: 1 day, 2:13:31, time: 0.678, data_time: 0.001, memory: 9569, top1_acc: 0.3398, top5_acc: 0.5863, loss_cls: 3.0324, loss: 3.0324, grad_norm: 1.2682 2020-07-24 19:45:19,184 - mmaction - INFO - Epoch [133][700/940] lr: 2.853e-01, eta: 1 day, 2:13:06, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.3426, top5_acc: 0.5941, loss_cls: 3.0139, loss: 3.0139, grad_norm: 1.2846 2020-07-24 19:45:32,660 - mmaction - INFO - Epoch [133][720/940] lr: 2.853e-01, eta: 1 day, 2:12:41, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3273, top5_acc: 0.5854, loss_cls: 3.0507, loss: 3.0507, grad_norm: 1.2675 2020-07-24 19:45:45,589 - mmaction - INFO - Epoch [133][740/940] lr: 2.853e-01, eta: 1 day, 2:12:14, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3291, top5_acc: 0.5857, loss_cls: 3.0621, loss: 3.0621, grad_norm: 1.2862 2020-07-24 19:45:59,600 - mmaction - INFO - Epoch [133][760/940] lr: 2.853e-01, eta: 1 day, 2:11:51, time: 0.701, data_time: 0.002, memory: 9569, top1_acc: 0.3381, top5_acc: 0.5963, loss_cls: 3.0014, loss: 3.0014, grad_norm: 1.2800 2020-07-24 19:46:12,541 - mmaction - INFO - Epoch [133][780/940] lr: 2.853e-01, eta: 1 day, 2:11:25, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3293, top5_acc: 0.5754, loss_cls: 3.0912, loss: 3.0912, grad_norm: 1.2812 2020-07-24 19:46:25,912 - mmaction - INFO - Epoch [133][800/940] lr: 2.853e-01, eta: 1 day, 2:11:00, time: 0.670, data_time: 0.003, memory: 9569, top1_acc: 0.3373, top5_acc: 0.5848, loss_cls: 3.0485, loss: 3.0485, grad_norm: 1.2693 2020-07-24 19:46:39,585 - mmaction - INFO - Epoch [133][820/940] lr: 2.853e-01, eta: 1 day, 2:10:36, time: 0.683, data_time: 0.001, memory: 9569, top1_acc: 0.3359, top5_acc: 0.5908, loss_cls: 3.0177, loss: 3.0177, grad_norm: 1.2945 2020-07-24 19:46:53,053 - mmaction - INFO - Epoch [133][840/940] lr: 2.853e-01, eta: 1 day, 2:10:11, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3295, top5_acc: 0.5869, loss_cls: 3.0285, loss: 3.0285, grad_norm: 1.3011 2020-07-24 19:47:06,167 - mmaction - INFO - Epoch [133][860/940] lr: 2.853e-01, eta: 1 day, 2:09:45, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.3395, top5_acc: 0.5883, loss_cls: 3.0412, loss: 3.0412, grad_norm: 1.2613 2020-07-24 19:47:19,665 - mmaction - INFO - Epoch [133][880/940] lr: 2.853e-01, eta: 1 day, 2:09:20, time: 0.675, data_time: 0.001, memory: 9569, top1_acc: 0.3279, top5_acc: 0.5795, loss_cls: 3.0742, loss: 3.0742, grad_norm: 1.2792 2020-07-24 19:47:33,093 - mmaction - INFO - Epoch [133][900/940] lr: 2.853e-01, eta: 1 day, 2:08:56, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3459, top5_acc: 0.5975, loss_cls: 3.0139, loss: 3.0139, grad_norm: 1.2793 2020-07-24 19:47:46,127 - mmaction - INFO - Epoch [133][920/940] lr: 2.853e-01, eta: 1 day, 2:08:30, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3342, top5_acc: 0.5906, loss_cls: 3.0473, loss: 3.0473, grad_norm: 1.2802 2020-07-24 19:47:58,783 - mmaction - INFO - Epoch [133][940/940] lr: 2.853e-01, eta: 1 day, 2:08:02, time: 0.633, data_time: 0.001, memory: 9569, top1_acc: 0.3460, top5_acc: 0.5923, loss_cls: 3.0325, loss: 3.0325, grad_norm: 1.3111 2020-07-24 19:50:39,174 - mmaction - INFO - Epoch [134][20/940] lr: 2.816e-01, eta: 1 day, 2:14:38, time: 7.686, data_time: 5.800, memory: 9569, top1_acc: 0.3240, top5_acc: 0.5855, loss_cls: 3.0548, loss: 3.0548, grad_norm: 1.2837 2020-07-24 19:50:52,432 - mmaction - INFO - Epoch [134][40/940] lr: 2.816e-01, eta: 1 day, 2:14:13, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.3398, top5_acc: 0.5949, loss_cls: 3.0045, loss: 3.0045, grad_norm: 1.3019 2020-07-24 19:51:05,835 - mmaction - INFO - Epoch [134][60/940] lr: 2.816e-01, eta: 1 day, 2:13:47, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3576, top5_acc: 0.6105, loss_cls: 2.9273, loss: 2.9273, grad_norm: 1.2770 2020-07-24 19:51:18,685 - mmaction - INFO - Epoch [134][80/940] lr: 2.816e-01, eta: 1 day, 2:13:21, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3404, top5_acc: 0.5887, loss_cls: 3.0189, loss: 3.0189, grad_norm: 1.2720 2020-07-24 19:51:31,949 - mmaction - INFO - Epoch [134][100/940] lr: 2.816e-01, eta: 1 day, 2:12:55, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3426, top5_acc: 0.5941, loss_cls: 3.0103, loss: 3.0103, grad_norm: 1.3226 2020-07-24 19:51:45,504 - mmaction - INFO - Epoch [134][120/940] lr: 2.816e-01, eta: 1 day, 2:12:30, time: 0.677, data_time: 0.001, memory: 9569, top1_acc: 0.3381, top5_acc: 0.5980, loss_cls: 3.0035, loss: 3.0035, grad_norm: 1.3074 2020-07-24 19:51:58,411 - mmaction - INFO - Epoch [134][140/940] lr: 2.816e-01, eta: 1 day, 2:12:04, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3332, top5_acc: 0.5809, loss_cls: 3.0594, loss: 3.0594, grad_norm: 1.2736 2020-07-24 19:52:11,325 - mmaction - INFO - Epoch [134][160/940] lr: 2.816e-01, eta: 1 day, 2:11:37, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3547, top5_acc: 0.6041, loss_cls: 2.9574, loss: 2.9574, grad_norm: 1.2467 2020-07-24 19:52:24,272 - mmaction - INFO - Epoch [134][180/940] lr: 2.816e-01, eta: 1 day, 2:11:11, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3402, top5_acc: 0.5965, loss_cls: 3.0000, loss: 3.0000, grad_norm: 1.3033 2020-07-24 19:52:37,607 - mmaction - INFO - Epoch [134][200/940] lr: 2.816e-01, eta: 1 day, 2:10:46, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3451, top5_acc: 0.5963, loss_cls: 3.0046, loss: 3.0046, grad_norm: 1.2862 2020-07-24 19:52:50,527 - mmaction - INFO - Epoch [134][220/940] lr: 2.816e-01, eta: 1 day, 2:10:19, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3408, top5_acc: 0.5979, loss_cls: 3.0170, loss: 3.0170, grad_norm: 1.2839 2020-07-24 19:53:04,058 - mmaction - INFO - Epoch [134][240/940] lr: 2.816e-01, eta: 1 day, 2:09:54, time: 0.676, data_time: 0.001, memory: 9569, top1_acc: 0.3383, top5_acc: 0.5807, loss_cls: 3.0314, loss: 3.0314, grad_norm: 1.2729 2020-07-24 19:53:17,172 - mmaction - INFO - Epoch [134][260/940] lr: 2.816e-01, eta: 1 day, 2:09:29, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.3422, top5_acc: 0.5986, loss_cls: 2.9850, loss: 2.9850, grad_norm: 1.2957 2020-07-24 19:53:30,667 - mmaction - INFO - Epoch [134][280/940] lr: 2.816e-01, eta: 1 day, 2:09:04, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3416, top5_acc: 0.6068, loss_cls: 2.9544, loss: 2.9544, grad_norm: 1.2922 2020-07-24 19:53:43,599 - mmaction - INFO - Epoch [134][300/940] lr: 2.816e-01, eta: 1 day, 2:08:37, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3326, top5_acc: 0.5820, loss_cls: 3.0808, loss: 3.0808, grad_norm: 1.2642 2020-07-24 19:53:56,498 - mmaction - INFO - Epoch [134][320/940] lr: 2.816e-01, eta: 1 day, 2:08:11, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3299, top5_acc: 0.5844, loss_cls: 3.0772, loss: 3.0772, grad_norm: 1.3107 2020-07-24 19:54:10,183 - mmaction - INFO - Epoch [134][340/940] lr: 2.816e-01, eta: 1 day, 2:07:47, time: 0.685, data_time: 0.002, memory: 9569, top1_acc: 0.3387, top5_acc: 0.5879, loss_cls: 3.0582, loss: 3.0582, grad_norm: 1.2850 2020-07-24 19:54:23,044 - mmaction - INFO - Epoch [134][360/940] lr: 2.816e-01, eta: 1 day, 2:07:20, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3541, top5_acc: 0.5990, loss_cls: 2.9880, loss: 2.9880, grad_norm: 1.2627 2020-07-24 19:54:36,615 - mmaction - INFO - Epoch [134][380/940] lr: 2.816e-01, eta: 1 day, 2:06:56, time: 0.678, data_time: 0.001, memory: 9569, top1_acc: 0.3373, top5_acc: 0.6014, loss_cls: 3.0102, loss: 3.0102, grad_norm: 1.3120 2020-07-24 19:54:50,121 - mmaction - INFO - Epoch [134][400/940] lr: 2.816e-01, eta: 1 day, 2:06:31, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3461, top5_acc: 0.5947, loss_cls: 2.9880, loss: 2.9880, grad_norm: 1.2944 2020-07-24 19:55:03,576 - mmaction - INFO - Epoch [134][420/940] lr: 2.816e-01, eta: 1 day, 2:06:06, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.3369, top5_acc: 0.5889, loss_cls: 3.0489, loss: 3.0489, grad_norm: 1.3008 2020-07-24 19:55:16,611 - mmaction - INFO - Epoch [134][440/940] lr: 2.816e-01, eta: 1 day, 2:05:40, time: 0.653, data_time: 0.003, memory: 9569, top1_acc: 0.3275, top5_acc: 0.5854, loss_cls: 3.0640, loss: 3.0640, grad_norm: 1.2653 2020-07-24 19:55:30,502 - mmaction - INFO - Epoch [134][460/940] lr: 2.816e-01, eta: 1 day, 2:05:17, time: 0.694, data_time: 0.002, memory: 9569, top1_acc: 0.3373, top5_acc: 0.5904, loss_cls: 3.0160, loss: 3.0160, grad_norm: 1.2622 2020-07-24 19:55:43,490 - mmaction - INFO - Epoch [134][480/940] lr: 2.816e-01, eta: 1 day, 2:04:51, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3422, top5_acc: 0.5908, loss_cls: 3.0014, loss: 3.0014, grad_norm: 1.3190 2020-07-24 19:55:57,351 - mmaction - INFO - Epoch [134][500/940] lr: 2.816e-01, eta: 1 day, 2:04:27, time: 0.693, data_time: 0.002, memory: 9569, top1_acc: 0.3305, top5_acc: 0.5916, loss_cls: 3.0217, loss: 3.0217, grad_norm: 1.3156 2020-07-24 19:56:10,436 - mmaction - INFO - Epoch [134][520/940] lr: 2.816e-01, eta: 1 day, 2:04:02, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3365, top5_acc: 0.5918, loss_cls: 3.0528, loss: 3.0528, grad_norm: 1.2668 2020-07-24 19:56:23,355 - mmaction - INFO - Epoch [134][540/940] lr: 2.816e-01, eta: 1 day, 2:03:35, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3461, top5_acc: 0.5945, loss_cls: 3.0084, loss: 3.0084, grad_norm: 1.2836 2020-07-24 19:56:37,409 - mmaction - INFO - Epoch [134][560/940] lr: 2.816e-01, eta: 1 day, 2:03:12, time: 0.703, data_time: 0.002, memory: 9569, top1_acc: 0.3418, top5_acc: 0.5943, loss_cls: 2.9777, loss: 2.9777, grad_norm: 1.3186 2020-07-24 19:56:50,714 - mmaction - INFO - Epoch [134][580/940] lr: 2.816e-01, eta: 1 day, 2:02:47, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.3512, top5_acc: 0.5992, loss_cls: 2.9551, loss: 2.9551, grad_norm: 1.2934 2020-07-24 19:57:04,131 - mmaction - INFO - Epoch [134][600/940] lr: 2.816e-01, eta: 1 day, 2:02:22, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.3406, top5_acc: 0.5934, loss_cls: 2.9940, loss: 2.9940, grad_norm: 1.2793 2020-07-24 19:57:17,114 - mmaction - INFO - Epoch [134][620/940] lr: 2.816e-01, eta: 1 day, 2:01:56, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.3400, top5_acc: 0.5869, loss_cls: 3.0132, loss: 3.0132, grad_norm: 1.2984 2020-07-24 19:57:30,411 - mmaction - INFO - Epoch [134][640/940] lr: 2.816e-01, eta: 1 day, 2:01:31, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3156, top5_acc: 0.5652, loss_cls: 3.1296, loss: 3.1296, grad_norm: 1.3075 2020-07-24 19:57:43,886 - mmaction - INFO - Epoch [134][660/940] lr: 2.816e-01, eta: 1 day, 2:01:07, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3361, top5_acc: 0.5861, loss_cls: 3.0369, loss: 3.0369, grad_norm: 1.2516 2020-07-24 19:57:57,340 - mmaction - INFO - Epoch [134][680/940] lr: 2.816e-01, eta: 1 day, 2:00:42, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3479, top5_acc: 0.5916, loss_cls: 2.9919, loss: 2.9919, grad_norm: 1.2932 2020-07-24 19:58:10,453 - mmaction - INFO - Epoch [134][700/940] lr: 2.816e-01, eta: 1 day, 2:00:16, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.3342, top5_acc: 0.5906, loss_cls: 3.0375, loss: 3.0375, grad_norm: 1.3105 2020-07-24 19:58:23,504 - mmaction - INFO - Epoch [134][720/940] lr: 2.816e-01, eta: 1 day, 1:59:51, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3398, top5_acc: 0.5922, loss_cls: 3.0226, loss: 3.0226, grad_norm: 1.2737 2020-07-24 19:58:36,439 - mmaction - INFO - Epoch [134][740/940] lr: 2.816e-01, eta: 1 day, 1:59:25, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3426, top5_acc: 0.5916, loss_cls: 3.0378, loss: 3.0378, grad_norm: 1.2841 2020-07-24 19:58:49,875 - mmaction - INFO - Epoch [134][760/940] lr: 2.816e-01, eta: 1 day, 1:59:00, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3381, top5_acc: 0.5998, loss_cls: 2.9901, loss: 2.9901, grad_norm: 1.2872 2020-07-24 19:59:02,972 - mmaction - INFO - Epoch [134][780/940] lr: 2.816e-01, eta: 1 day, 1:58:34, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.3490, top5_acc: 0.5930, loss_cls: 3.0134, loss: 3.0134, grad_norm: 1.2909 2020-07-24 19:59:16,512 - mmaction - INFO - Epoch [134][800/940] lr: 2.816e-01, eta: 1 day, 1:58:10, time: 0.676, data_time: 0.001, memory: 9569, top1_acc: 0.3471, top5_acc: 0.5986, loss_cls: 2.9977, loss: 2.9977, grad_norm: 1.2919 2020-07-24 19:59:30,276 - mmaction - INFO - Epoch [134][820/940] lr: 2.816e-01, eta: 1 day, 1:57:46, time: 0.687, data_time: 0.002, memory: 9569, top1_acc: 0.3393, top5_acc: 0.5988, loss_cls: 3.0013, loss: 3.0013, grad_norm: 1.2868 2020-07-24 19:59:43,224 - mmaction - INFO - Epoch [134][840/940] lr: 2.816e-01, eta: 1 day, 1:57:20, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.3359, top5_acc: 0.5898, loss_cls: 3.0229, loss: 3.0229, grad_norm: 1.3158 2020-07-24 19:59:56,149 - mmaction - INFO - Epoch [134][860/940] lr: 2.816e-01, eta: 1 day, 1:56:54, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3334, top5_acc: 0.5916, loss_cls: 3.0307, loss: 3.0307, grad_norm: 1.2833 2020-07-24 20:00:15,720 - mmaction - INFO - Epoch [134][880/940] lr: 2.816e-01, eta: 1 day, 1:56:47, time: 0.975, data_time: 0.001, memory: 9569, top1_acc: 0.3354, top5_acc: 0.5871, loss_cls: 3.0461, loss: 3.0461, grad_norm: 1.2775 2020-07-24 20:00:28,703 - mmaction - INFO - Epoch [134][900/940] lr: 2.816e-01, eta: 1 day, 1:56:22, time: 0.652, data_time: 0.011, memory: 9569, top1_acc: 0.3436, top5_acc: 0.5984, loss_cls: 2.9808, loss: 2.9808, grad_norm: 1.2953 2020-07-24 20:00:42,394 - mmaction - INFO - Epoch [134][920/940] lr: 2.816e-01, eta: 1 day, 1:55:58, time: 0.684, data_time: 0.002, memory: 9569, top1_acc: 0.3379, top5_acc: 0.5943, loss_cls: 3.0278, loss: 3.0278, grad_norm: 1.2870 2020-07-24 20:00:54,562 - mmaction - INFO - Epoch [134][940/940] lr: 2.816e-01, eta: 1 day, 1:55:30, time: 0.610, data_time: 0.003, memory: 9569, top1_acc: 0.3421, top5_acc: 0.5864, loss_cls: 3.0153, loss: 3.0153, grad_norm: 1.2806 2020-07-24 20:03:16,319 - mmaction - INFO - Epoch [135][20/940] lr: 2.779e-01, eta: 1 day, 2:00:55, time: 6.693, data_time: 5.953, memory: 9569, top1_acc: 0.3434, top5_acc: 0.5941, loss_cls: 3.0167, loss: 3.0167, grad_norm: 1.3002 2020-07-24 20:03:29,208 - mmaction - INFO - Epoch [135][40/940] lr: 2.779e-01, eta: 1 day, 2:00:29, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.3393, top5_acc: 0.5938, loss_cls: 3.0139, loss: 3.0139, grad_norm: 1.3262 2020-07-24 20:03:42,169 - mmaction - INFO - Epoch [135][60/940] lr: 2.779e-01, eta: 1 day, 2:00:02, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.3262, top5_acc: 0.5758, loss_cls: 3.0717, loss: 3.0717, grad_norm: 1.2773 2020-07-24 20:03:56,040 - mmaction - INFO - Epoch [135][80/940] lr: 2.779e-01, eta: 1 day, 1:59:39, time: 0.693, data_time: 0.002, memory: 9569, top1_acc: 0.3643, top5_acc: 0.6121, loss_cls: 2.8917, loss: 2.8917, grad_norm: 1.2666 2020-07-24 20:04:09,368 - mmaction - INFO - Epoch [135][100/940] lr: 2.779e-01, eta: 1 day, 1:59:14, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.3469, top5_acc: 0.6014, loss_cls: 2.9690, loss: 2.9690, grad_norm: 1.2942 2020-07-24 20:04:22,235 - mmaction - INFO - Epoch [135][120/940] lr: 2.779e-01, eta: 1 day, 1:58:48, time: 0.644, data_time: 0.003, memory: 9569, top1_acc: 0.3441, top5_acc: 0.5984, loss_cls: 2.9708, loss: 2.9708, grad_norm: 1.2984 2020-07-24 20:04:35,129 - mmaction - INFO - Epoch [135][140/940] lr: 2.779e-01, eta: 1 day, 1:58:21, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3471, top5_acc: 0.5957, loss_cls: 2.9802, loss: 2.9802, grad_norm: 1.2678 2020-07-24 20:04:48,232 - mmaction - INFO - Epoch [135][160/940] lr: 2.779e-01, eta: 1 day, 1:57:56, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3539, top5_acc: 0.5982, loss_cls: 2.9775, loss: 2.9775, grad_norm: 1.2861 2020-07-24 20:05:02,074 - mmaction - INFO - Epoch [135][180/940] lr: 2.779e-01, eta: 1 day, 1:57:32, time: 0.692, data_time: 0.002, memory: 9569, top1_acc: 0.3432, top5_acc: 0.5984, loss_cls: 2.9821, loss: 2.9821, grad_norm: 1.3195 2020-07-24 20:05:15,039 - mmaction - INFO - Epoch [135][200/940] lr: 2.779e-01, eta: 1 day, 1:57:06, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.3385, top5_acc: 0.5879, loss_cls: 3.0390, loss: 3.0390, grad_norm: 1.3198 2020-07-24 20:05:28,046 - mmaction - INFO - Epoch [135][220/940] lr: 2.779e-01, eta: 1 day, 1:56:40, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3369, top5_acc: 0.5947, loss_cls: 2.9924, loss: 2.9924, grad_norm: 1.3266 2020-07-24 20:05:41,471 - mmaction - INFO - Epoch [135][240/940] lr: 2.779e-01, eta: 1 day, 1:56:16, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3516, top5_acc: 0.6010, loss_cls: 2.9644, loss: 2.9644, grad_norm: 1.3024 2020-07-24 20:05:54,948 - mmaction - INFO - Epoch [135][260/940] lr: 2.779e-01, eta: 1 day, 1:55:51, time: 0.674, data_time: 0.001, memory: 9569, top1_acc: 0.3338, top5_acc: 0.5926, loss_cls: 3.0327, loss: 3.0327, grad_norm: 1.3178 2020-07-24 20:06:07,912 - mmaction - INFO - Epoch [135][280/940] lr: 2.779e-01, eta: 1 day, 1:55:25, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.3346, top5_acc: 0.5896, loss_cls: 3.0367, loss: 3.0367, grad_norm: 1.2906 2020-07-24 20:06:21,482 - mmaction - INFO - Epoch [135][300/940] lr: 2.779e-01, eta: 1 day, 1:55:01, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.3486, top5_acc: 0.5928, loss_cls: 3.0080, loss: 3.0080, grad_norm: 1.2939 2020-07-24 20:06:34,413 - mmaction - INFO - Epoch [135][320/940] lr: 2.779e-01, eta: 1 day, 1:54:35, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3428, top5_acc: 0.5988, loss_cls: 2.9907, loss: 2.9907, grad_norm: 1.3035 2020-07-24 20:06:47,880 - mmaction - INFO - Epoch [135][340/940] lr: 2.779e-01, eta: 1 day, 1:54:10, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3389, top5_acc: 0.5893, loss_cls: 2.9980, loss: 2.9980, grad_norm: 1.2999 2020-07-24 20:07:00,860 - mmaction - INFO - Epoch [135][360/940] lr: 2.779e-01, eta: 1 day, 1:53:45, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3428, top5_acc: 0.5924, loss_cls: 2.9846, loss: 2.9846, grad_norm: 1.2704 2020-07-24 20:07:13,887 - mmaction - INFO - Epoch [135][380/940] lr: 2.779e-01, eta: 1 day, 1:53:19, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3400, top5_acc: 0.5945, loss_cls: 3.0061, loss: 3.0061, grad_norm: 1.3123 2020-07-24 20:07:27,349 - mmaction - INFO - Epoch [135][400/940] lr: 2.779e-01, eta: 1 day, 1:52:54, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3490, top5_acc: 0.6082, loss_cls: 2.9527, loss: 2.9527, grad_norm: 1.3072 2020-07-24 20:07:40,699 - mmaction - INFO - Epoch [135][420/940] lr: 2.779e-01, eta: 1 day, 1:52:30, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.3424, top5_acc: 0.5988, loss_cls: 3.0137, loss: 3.0137, grad_norm: 1.2944 2020-07-24 20:07:53,706 - mmaction - INFO - Epoch [135][440/940] lr: 2.779e-01, eta: 1 day, 1:52:04, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3320, top5_acc: 0.5818, loss_cls: 3.0503, loss: 3.0503, grad_norm: 1.2891 2020-07-24 20:08:07,079 - mmaction - INFO - Epoch [135][460/940] lr: 2.779e-01, eta: 1 day, 1:51:39, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3449, top5_acc: 0.5908, loss_cls: 2.9946, loss: 2.9946, grad_norm: 1.2615 2020-07-24 20:08:21,463 - mmaction - INFO - Epoch [135][480/940] lr: 2.779e-01, eta: 1 day, 1:51:17, time: 0.719, data_time: 0.002, memory: 9569, top1_acc: 0.3297, top5_acc: 0.5836, loss_cls: 3.0438, loss: 3.0438, grad_norm: 1.3071 2020-07-24 20:08:34,736 - mmaction - INFO - Epoch [135][500/940] lr: 2.779e-01, eta: 1 day, 1:50:52, time: 0.665, data_time: 0.003, memory: 9569, top1_acc: 0.3369, top5_acc: 0.5938, loss_cls: 3.0178, loss: 3.0178, grad_norm: 1.3012 2020-07-24 20:08:47,515 - mmaction - INFO - Epoch [135][520/940] lr: 2.779e-01, eta: 1 day, 1:50:26, time: 0.638, data_time: 0.001, memory: 9569, top1_acc: 0.3379, top5_acc: 0.5855, loss_cls: 3.0433, loss: 3.0433, grad_norm: 1.3055 2020-07-24 20:09:01,123 - mmaction - INFO - Epoch [135][540/940] lr: 2.779e-01, eta: 1 day, 1:50:02, time: 0.681, data_time: 0.002, memory: 9569, top1_acc: 0.3402, top5_acc: 0.5902, loss_cls: 3.0026, loss: 3.0026, grad_norm: 1.2739 2020-07-24 20:09:14,114 - mmaction - INFO - Epoch [135][560/940] lr: 2.779e-01, eta: 1 day, 1:49:36, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3326, top5_acc: 0.5906, loss_cls: 3.0413, loss: 3.0413, grad_norm: 1.2740 2020-07-24 20:09:27,986 - mmaction - INFO - Epoch [135][580/940] lr: 2.779e-01, eta: 1 day, 1:49:13, time: 0.693, data_time: 0.002, memory: 9569, top1_acc: 0.3383, top5_acc: 0.5881, loss_cls: 3.0341, loss: 3.0341, grad_norm: 1.2892 2020-07-24 20:09:41,040 - mmaction - INFO - Epoch [135][600/940] lr: 2.779e-01, eta: 1 day, 1:48:48, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3283, top5_acc: 0.5896, loss_cls: 3.0300, loss: 3.0300, grad_norm: 1.2768 2020-07-24 20:09:54,520 - mmaction - INFO - Epoch [135][620/940] lr: 2.779e-01, eta: 1 day, 1:48:23, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3373, top5_acc: 0.5943, loss_cls: 3.0135, loss: 3.0135, grad_norm: 1.3222 2020-07-24 20:10:07,625 - mmaction - INFO - Epoch [135][640/940] lr: 2.779e-01, eta: 1 day, 1:47:58, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.3381, top5_acc: 0.5824, loss_cls: 3.0758, loss: 3.0758, grad_norm: 1.3052 2020-07-24 20:10:20,545 - mmaction - INFO - Epoch [135][660/940] lr: 2.779e-01, eta: 1 day, 1:47:32, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3330, top5_acc: 0.5938, loss_cls: 3.0471, loss: 3.0471, grad_norm: 1.2871 2020-07-24 20:10:33,495 - mmaction - INFO - Epoch [135][680/940] lr: 2.779e-01, eta: 1 day, 1:47:06, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3314, top5_acc: 0.5932, loss_cls: 3.0150, loss: 3.0150, grad_norm: 1.2910 2020-07-24 20:10:46,932 - mmaction - INFO - Epoch [135][700/940] lr: 2.779e-01, eta: 1 day, 1:46:42, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3441, top5_acc: 0.5949, loss_cls: 3.0085, loss: 3.0085, grad_norm: 1.2714 2020-07-24 20:11:00,012 - mmaction - INFO - Epoch [135][720/940] lr: 2.779e-01, eta: 1 day, 1:46:17, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3438, top5_acc: 0.5896, loss_cls: 3.0287, loss: 3.0287, grad_norm: 1.2748 2020-07-24 20:11:13,482 - mmaction - INFO - Epoch [135][740/940] lr: 2.779e-01, eta: 1 day, 1:45:52, time: 0.675, data_time: 0.004, memory: 9569, top1_acc: 0.3344, top5_acc: 0.5887, loss_cls: 3.0464, loss: 3.0464, grad_norm: 1.2629 2020-07-24 20:11:28,583 - mmaction - INFO - Epoch [135][760/940] lr: 2.779e-01, eta: 1 day, 1:45:33, time: 0.755, data_time: 0.002, memory: 9569, top1_acc: 0.3443, top5_acc: 0.6061, loss_cls: 2.9725, loss: 2.9725, grad_norm: 1.2962 2020-07-24 20:11:42,203 - mmaction - INFO - Epoch [135][780/940] lr: 2.779e-01, eta: 1 day, 1:45:09, time: 0.681, data_time: 0.002, memory: 9569, top1_acc: 0.3355, top5_acc: 0.6010, loss_cls: 3.0180, loss: 3.0180, grad_norm: 1.3046 2020-07-24 20:11:55,159 - mmaction - INFO - Epoch [135][800/940] lr: 2.779e-01, eta: 1 day, 1:44:43, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3438, top5_acc: 0.5922, loss_cls: 3.0262, loss: 3.0262, grad_norm: 1.2911 2020-07-24 20:12:08,457 - mmaction - INFO - Epoch [135][820/940] lr: 2.779e-01, eta: 1 day, 1:44:19, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.3203, top5_acc: 0.5863, loss_cls: 3.0876, loss: 3.0876, grad_norm: 1.2794 2020-07-24 20:12:21,859 - mmaction - INFO - Epoch [135][840/940] lr: 2.779e-01, eta: 1 day, 1:43:54, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3238, top5_acc: 0.5771, loss_cls: 3.0933, loss: 3.0933, grad_norm: 1.2988 2020-07-24 20:12:34,809 - mmaction - INFO - Epoch [135][860/940] lr: 2.779e-01, eta: 1 day, 1:43:29, time: 0.648, data_time: 0.005, memory: 9569, top1_acc: 0.3428, top5_acc: 0.5971, loss_cls: 3.0007, loss: 3.0007, grad_norm: 1.2699 2020-07-24 20:12:48,130 - mmaction - INFO - Epoch [135][880/940] lr: 2.779e-01, eta: 1 day, 1:43:04, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.3438, top5_acc: 0.5943, loss_cls: 3.0060, loss: 3.0060, grad_norm: 1.2730 2020-07-24 20:13:01,524 - mmaction - INFO - Epoch [135][900/940] lr: 2.779e-01, eta: 1 day, 1:42:40, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3516, top5_acc: 0.6062, loss_cls: 2.9812, loss: 2.9812, grad_norm: 1.2594 2020-07-24 20:13:15,108 - mmaction - INFO - Epoch [135][920/940] lr: 2.779e-01, eta: 1 day, 1:42:16, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3371, top5_acc: 0.6016, loss_cls: 2.9937, loss: 2.9937, grad_norm: 1.3374 2020-07-24 20:13:27,248 - mmaction - INFO - Epoch [135][940/940] lr: 2.779e-01, eta: 1 day, 1:41:48, time: 0.608, data_time: 0.003, memory: 9569, top1_acc: 0.3411, top5_acc: 0.5915, loss_cls: 3.0160, loss: 3.0160, grad_norm: 1.3051 2020-07-24 20:15:52,374 - mmaction - INFO - Epoch [136][20/940] lr: 2.743e-01, eta: 1 day, 1:47:18, time: 6.966, data_time: 6.256, memory: 9569, top1_acc: 0.3438, top5_acc: 0.5963, loss_cls: 2.9907, loss: 2.9907, grad_norm: 1.2726 2020-07-24 20:16:06,262 - mmaction - INFO - Epoch [136][40/940] lr: 2.743e-01, eta: 1 day, 1:46:54, time: 0.694, data_time: 0.002, memory: 9569, top1_acc: 0.3477, top5_acc: 0.6047, loss_cls: 2.9589, loss: 2.9589, grad_norm: 1.2966 2020-07-24 20:16:19,171 - mmaction - INFO - Epoch [136][60/940] lr: 2.743e-01, eta: 1 day, 1:46:29, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3512, top5_acc: 0.6025, loss_cls: 2.9630, loss: 2.9630, grad_norm: 1.3069 2020-07-24 20:16:31,975 - mmaction - INFO - Epoch [136][80/940] lr: 2.743e-01, eta: 1 day, 1:46:02, time: 0.640, data_time: 0.001, memory: 9569, top1_acc: 0.3398, top5_acc: 0.6045, loss_cls: 2.9711, loss: 2.9711, grad_norm: 1.3059 2020-07-24 20:16:45,387 - mmaction - INFO - Epoch [136][100/940] lr: 2.743e-01, eta: 1 day, 1:45:38, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.3576, top5_acc: 0.6109, loss_cls: 2.9502, loss: 2.9502, grad_norm: 1.3164 2020-07-24 20:16:58,860 - mmaction - INFO - Epoch [136][120/940] lr: 2.743e-01, eta: 1 day, 1:45:14, time: 0.673, data_time: 0.003, memory: 9569, top1_acc: 0.3582, top5_acc: 0.6016, loss_cls: 2.9804, loss: 2.9804, grad_norm: 1.3152 2020-07-24 20:17:12,918 - mmaction - INFO - Epoch [136][140/940] lr: 2.743e-01, eta: 1 day, 1:44:51, time: 0.703, data_time: 0.002, memory: 9569, top1_acc: 0.3473, top5_acc: 0.5949, loss_cls: 3.0018, loss: 3.0018, grad_norm: 1.2982 2020-07-24 20:17:25,884 - mmaction - INFO - Epoch [136][160/940] lr: 2.743e-01, eta: 1 day, 1:44:25, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3441, top5_acc: 0.5990, loss_cls: 2.9851, loss: 2.9851, grad_norm: 1.3021 2020-07-24 20:17:39,741 - mmaction - INFO - Epoch [136][180/940] lr: 2.743e-01, eta: 1 day, 1:44:02, time: 0.693, data_time: 0.002, memory: 9569, top1_acc: 0.3463, top5_acc: 0.5971, loss_cls: 3.0022, loss: 3.0022, grad_norm: 1.3260 2020-07-24 20:17:53,984 - mmaction - INFO - Epoch [136][200/940] lr: 2.743e-01, eta: 1 day, 1:43:40, time: 0.712, data_time: 0.002, memory: 9569, top1_acc: 0.3488, top5_acc: 0.5953, loss_cls: 2.9720, loss: 2.9720, grad_norm: 1.2869 2020-07-24 20:18:07,110 - mmaction - INFO - Epoch [136][220/940] lr: 2.743e-01, eta: 1 day, 1:43:15, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.3270, top5_acc: 0.5834, loss_cls: 3.0431, loss: 3.0431, grad_norm: 1.2827 2020-07-24 20:18:20,602 - mmaction - INFO - Epoch [136][240/940] lr: 2.743e-01, eta: 1 day, 1:42:50, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3316, top5_acc: 0.5881, loss_cls: 3.0348, loss: 3.0348, grad_norm: 1.2989 2020-07-24 20:18:33,605 - mmaction - INFO - Epoch [136][260/940] lr: 2.743e-01, eta: 1 day, 1:42:25, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.3420, top5_acc: 0.5955, loss_cls: 2.9915, loss: 2.9915, grad_norm: 1.2831 2020-07-24 20:18:46,486 - mmaction - INFO - Epoch [136][280/940] lr: 2.743e-01, eta: 1 day, 1:41:59, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3564, top5_acc: 0.6045, loss_cls: 2.9588, loss: 2.9588, grad_norm: 1.2919 2020-07-24 20:18:59,926 - mmaction - INFO - Epoch [136][300/940] lr: 2.743e-01, eta: 1 day, 1:41:35, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3398, top5_acc: 0.5973, loss_cls: 3.0078, loss: 3.0078, grad_norm: 1.2840 2020-07-24 20:19:13,003 - mmaction - INFO - Epoch [136][320/940] lr: 2.743e-01, eta: 1 day, 1:41:09, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3482, top5_acc: 0.5969, loss_cls: 2.9692, loss: 2.9692, grad_norm: 1.2877 2020-07-24 20:19:25,898 - mmaction - INFO - Epoch [136][340/940] lr: 2.743e-01, eta: 1 day, 1:40:44, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3484, top5_acc: 0.6012, loss_cls: 2.9635, loss: 2.9635, grad_norm: 1.2782 2020-07-24 20:19:38,892 - mmaction - INFO - Epoch [136][360/940] lr: 2.743e-01, eta: 1 day, 1:40:18, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3512, top5_acc: 0.5996, loss_cls: 2.9713, loss: 2.9713, grad_norm: 1.2870 2020-07-24 20:19:52,945 - mmaction - INFO - Epoch [136][380/940] lr: 2.743e-01, eta: 1 day, 1:39:56, time: 0.702, data_time: 0.002, memory: 9569, top1_acc: 0.3473, top5_acc: 0.5961, loss_cls: 2.9642, loss: 2.9642, grad_norm: 1.2972 2020-07-24 20:20:05,909 - mmaction - INFO - Epoch [136][400/940] lr: 2.743e-01, eta: 1 day, 1:39:30, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3529, top5_acc: 0.6078, loss_cls: 2.9510, loss: 2.9510, grad_norm: 1.3189 2020-07-24 20:20:19,325 - mmaction - INFO - Epoch [136][420/940] lr: 2.743e-01, eta: 1 day, 1:39:06, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3498, top5_acc: 0.6021, loss_cls: 2.9773, loss: 2.9773, grad_norm: 1.3132 2020-07-24 20:20:32,695 - mmaction - INFO - Epoch [136][440/940] lr: 2.743e-01, eta: 1 day, 1:38:41, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3307, top5_acc: 0.5885, loss_cls: 3.0338, loss: 3.0338, grad_norm: 1.3146 2020-07-24 20:20:46,128 - mmaction - INFO - Epoch [136][460/940] lr: 2.743e-01, eta: 1 day, 1:38:17, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3334, top5_acc: 0.5875, loss_cls: 3.0373, loss: 3.0373, grad_norm: 1.2947 2020-07-24 20:20:59,067 - mmaction - INFO - Epoch [136][480/940] lr: 2.743e-01, eta: 1 day, 1:37:52, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.3461, top5_acc: 0.6004, loss_cls: 2.9893, loss: 2.9893, grad_norm: 1.2899 2020-07-24 20:21:12,984 - mmaction - INFO - Epoch [136][500/940] lr: 2.743e-01, eta: 1 day, 1:37:29, time: 0.697, data_time: 0.002, memory: 9569, top1_acc: 0.3559, top5_acc: 0.6025, loss_cls: 2.9473, loss: 2.9473, grad_norm: 1.2878 2020-07-24 20:21:25,880 - mmaction - INFO - Epoch [136][520/940] lr: 2.743e-01, eta: 1 day, 1:37:03, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3367, top5_acc: 0.5844, loss_cls: 3.0313, loss: 3.0313, grad_norm: 1.3264 2020-07-24 20:21:38,787 - mmaction - INFO - Epoch [136][540/940] lr: 2.743e-01, eta: 1 day, 1:36:37, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3322, top5_acc: 0.5854, loss_cls: 3.0600, loss: 3.0600, grad_norm: 1.2946 2020-07-24 20:21:52,359 - mmaction - INFO - Epoch [136][560/940] lr: 2.743e-01, eta: 1 day, 1:36:13, time: 0.680, data_time: 0.003, memory: 9569, top1_acc: 0.3477, top5_acc: 0.5955, loss_cls: 2.9962, loss: 2.9962, grad_norm: 1.3057 2020-07-24 20:22:05,241 - mmaction - INFO - Epoch [136][580/940] lr: 2.743e-01, eta: 1 day, 1:35:48, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 3.0035, loss: 3.0035, grad_norm: 1.3252 2020-07-24 20:22:18,536 - mmaction - INFO - Epoch [136][600/940] lr: 2.743e-01, eta: 1 day, 1:35:23, time: 0.664, data_time: 0.003, memory: 9569, top1_acc: 0.3475, top5_acc: 0.6070, loss_cls: 2.9593, loss: 2.9593, grad_norm: 1.2786 2020-07-24 20:22:32,173 - mmaction - INFO - Epoch [136][620/940] lr: 2.743e-01, eta: 1 day, 1:35:00, time: 0.682, data_time: 0.002, memory: 9569, top1_acc: 0.3381, top5_acc: 0.5871, loss_cls: 3.0324, loss: 3.0324, grad_norm: 1.3122 2020-07-24 20:22:45,190 - mmaction - INFO - Epoch [136][640/940] lr: 2.743e-01, eta: 1 day, 1:34:34, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.3479, top5_acc: 0.6018, loss_cls: 2.9719, loss: 2.9719, grad_norm: 1.2783 2020-07-24 20:22:58,078 - mmaction - INFO - Epoch [136][660/940] lr: 2.743e-01, eta: 1 day, 1:34:09, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3434, top5_acc: 0.5932, loss_cls: 3.0031, loss: 3.0031, grad_norm: 1.2830 2020-07-24 20:23:11,561 - mmaction - INFO - Epoch [136][680/940] lr: 2.743e-01, eta: 1 day, 1:33:45, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3406, top5_acc: 0.5912, loss_cls: 2.9981, loss: 2.9981, grad_norm: 1.2907 2020-07-24 20:23:24,426 - mmaction - INFO - Epoch [136][700/940] lr: 2.743e-01, eta: 1 day, 1:33:19, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3410, top5_acc: 0.5957, loss_cls: 3.0248, loss: 3.0248, grad_norm: 1.2859 2020-07-24 20:23:38,119 - mmaction - INFO - Epoch [136][720/940] lr: 2.743e-01, eta: 1 day, 1:32:56, time: 0.683, data_time: 0.001, memory: 9569, top1_acc: 0.3504, top5_acc: 0.5926, loss_cls: 2.9904, loss: 2.9904, grad_norm: 1.2999 2020-07-24 20:23:51,235 - mmaction - INFO - Epoch [136][740/940] lr: 2.743e-01, eta: 1 day, 1:32:31, time: 0.657, data_time: 0.003, memory: 9569, top1_acc: 0.3422, top5_acc: 0.5910, loss_cls: 3.0643, loss: 3.0643, grad_norm: 1.2951 2020-07-24 20:24:04,566 - mmaction - INFO - Epoch [136][760/940] lr: 2.743e-01, eta: 1 day, 1:32:06, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.3533, top5_acc: 0.6049, loss_cls: 2.9648, loss: 2.9648, grad_norm: 1.2940 2020-07-24 20:24:18,668 - mmaction - INFO - Epoch [136][780/940] lr: 2.743e-01, eta: 1 day, 1:31:44, time: 0.704, data_time: 0.002, memory: 9569, top1_acc: 0.3426, top5_acc: 0.6076, loss_cls: 2.9598, loss: 2.9598, grad_norm: 1.3120 2020-07-24 20:24:31,623 - mmaction - INFO - Epoch [136][800/940] lr: 2.743e-01, eta: 1 day, 1:31:19, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.3479, top5_acc: 0.5971, loss_cls: 2.9809, loss: 2.9809, grad_norm: 1.3196 2020-07-24 20:24:45,037 - mmaction - INFO - Epoch [136][820/940] lr: 2.743e-01, eta: 1 day, 1:30:55, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.3324, top5_acc: 0.5889, loss_cls: 3.0365, loss: 3.0365, grad_norm: 1.3191 2020-07-24 20:24:58,463 - mmaction - INFO - Epoch [136][840/940] lr: 2.743e-01, eta: 1 day, 1:30:31, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3381, top5_acc: 0.5986, loss_cls: 2.9883, loss: 2.9883, grad_norm: 1.3204 2020-07-24 20:25:12,067 - mmaction - INFO - Epoch [136][860/940] lr: 2.743e-01, eta: 1 day, 1:30:07, time: 0.681, data_time: 0.003, memory: 9569, top1_acc: 0.3418, top5_acc: 0.5906, loss_cls: 3.0170, loss: 3.0170, grad_norm: 1.2777 2020-07-24 20:25:25,348 - mmaction - INFO - Epoch [136][880/940] lr: 2.743e-01, eta: 1 day, 1:29:43, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3297, top5_acc: 0.5803, loss_cls: 3.0802, loss: 3.0802, grad_norm: 1.3088 2020-07-24 20:25:39,090 - mmaction - INFO - Epoch [136][900/940] lr: 2.743e-01, eta: 1 day, 1:29:20, time: 0.687, data_time: 0.001, memory: 9569, top1_acc: 0.3271, top5_acc: 0.5787, loss_cls: 3.0875, loss: 3.0875, grad_norm: 1.2991 2020-07-24 20:25:52,447 - mmaction - INFO - Epoch [136][920/940] lr: 2.743e-01, eta: 1 day, 1:28:55, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3457, top5_acc: 0.5949, loss_cls: 2.9888, loss: 2.9888, grad_norm: 1.3200 2020-07-24 20:26:04,582 - mmaction - INFO - Epoch [136][940/940] lr: 2.743e-01, eta: 1 day, 1:28:28, time: 0.608, data_time: 0.003, memory: 9569, top1_acc: 0.3413, top5_acc: 0.5998, loss_cls: 2.9990, loss: 2.9990, grad_norm: 1.3318 2020-07-24 20:26:09,625 - mmaction - INFO - Saving checkpoint at 136 epochs 2020-07-24 20:28:44,077 - mmaction - INFO - Epoch [137][20/940] lr: 2.706e-01, eta: 1 day, 1:34:26, time: 7.674, data_time: 6.923, memory: 9569, top1_acc: 0.3434, top5_acc: 0.6094, loss_cls: 2.9515, loss: 2.9515, grad_norm: 1.3211 2020-07-24 20:28:57,565 - mmaction - INFO - Epoch [137][40/940] lr: 2.706e-01, eta: 1 day, 1:34:02, time: 0.675, data_time: 0.004, memory: 9569, top1_acc: 0.3471, top5_acc: 0.6068, loss_cls: 2.9399, loss: 2.9399, grad_norm: 1.2784 2020-07-24 20:29:10,825 - mmaction - INFO - Epoch [137][60/940] lr: 2.706e-01, eta: 1 day, 1:33:37, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.3443, top5_acc: 0.6051, loss_cls: 2.9674, loss: 2.9674, grad_norm: 1.3174 2020-07-24 20:29:23,728 - mmaction - INFO - Epoch [137][80/940] lr: 2.706e-01, eta: 1 day, 1:33:11, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3525, top5_acc: 0.6150, loss_cls: 2.9172, loss: 2.9172, grad_norm: 1.2905 2020-07-24 20:29:37,144 - mmaction - INFO - Epoch [137][100/940] lr: 2.706e-01, eta: 1 day, 1:32:47, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.3508, top5_acc: 0.5990, loss_cls: 2.9476, loss: 2.9476, grad_norm: 1.2996 2020-07-24 20:29:50,044 - mmaction - INFO - Epoch [137][120/940] lr: 2.706e-01, eta: 1 day, 1:32:22, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3545, top5_acc: 0.6018, loss_cls: 2.9437, loss: 2.9437, grad_norm: 1.3056 2020-07-24 20:30:04,775 - mmaction - INFO - Epoch [137][140/940] lr: 2.706e-01, eta: 1 day, 1:32:01, time: 0.736, data_time: 0.001, memory: 9569, top1_acc: 0.3531, top5_acc: 0.6051, loss_cls: 2.9579, loss: 2.9579, grad_norm: 1.3131 2020-07-24 20:30:18,252 - mmaction - INFO - Epoch [137][160/940] lr: 2.706e-01, eta: 1 day, 1:31:37, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3426, top5_acc: 0.6061, loss_cls: 2.9506, loss: 2.9506, grad_norm: 1.3186 2020-07-24 20:30:31,701 - mmaction - INFO - Epoch [137][180/940] lr: 2.706e-01, eta: 1 day, 1:31:13, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3441, top5_acc: 0.5934, loss_cls: 3.0235, loss: 3.0235, grad_norm: 1.3368 2020-07-24 20:30:44,623 - mmaction - INFO - Epoch [137][200/940] lr: 2.706e-01, eta: 1 day, 1:30:47, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3410, top5_acc: 0.5895, loss_cls: 3.0028, loss: 3.0028, grad_norm: 1.2742 2020-07-24 20:30:57,503 - mmaction - INFO - Epoch [137][220/940] lr: 2.706e-01, eta: 1 day, 1:30:22, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3480, top5_acc: 0.6012, loss_cls: 2.9556, loss: 2.9556, grad_norm: 1.3007 2020-07-24 20:31:11,447 - mmaction - INFO - Epoch [137][240/940] lr: 2.706e-01, eta: 1 day, 1:29:59, time: 0.698, data_time: 0.002, memory: 9569, top1_acc: 0.3395, top5_acc: 0.5852, loss_cls: 3.0250, loss: 3.0250, grad_norm: 1.3052 2020-07-24 20:31:24,357 - mmaction - INFO - Epoch [137][260/940] lr: 2.706e-01, eta: 1 day, 1:29:33, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3381, top5_acc: 0.5949, loss_cls: 3.0104, loss: 3.0104, grad_norm: 1.3244 2020-07-24 20:31:37,865 - mmaction - INFO - Epoch [137][280/940] lr: 2.706e-01, eta: 1 day, 1:29:09, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3432, top5_acc: 0.5996, loss_cls: 3.0107, loss: 3.0107, grad_norm: 1.3099 2020-07-24 20:31:51,162 - mmaction - INFO - Epoch [137][300/940] lr: 2.706e-01, eta: 1 day, 1:28:45, time: 0.667, data_time: 0.003, memory: 9569, top1_acc: 0.3508, top5_acc: 0.5932, loss_cls: 2.9854, loss: 2.9854, grad_norm: 1.3145 2020-07-24 20:32:04,582 - mmaction - INFO - Epoch [137][320/940] lr: 2.706e-01, eta: 1 day, 1:28:21, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.3428, top5_acc: 0.5941, loss_cls: 2.9989, loss: 2.9989, grad_norm: 1.3074 2020-07-24 20:32:17,566 - mmaction - INFO - Epoch [137][340/940] lr: 2.706e-01, eta: 1 day, 1:27:56, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.3467, top5_acc: 0.6020, loss_cls: 2.9745, loss: 2.9745, grad_norm: 1.2994 2020-07-24 20:32:30,532 - mmaction - INFO - Epoch [137][360/940] lr: 2.706e-01, eta: 1 day, 1:27:30, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3445, top5_acc: 0.5895, loss_cls: 3.0083, loss: 3.0083, grad_norm: 1.3096 2020-07-24 20:32:43,990 - mmaction - INFO - Epoch [137][380/940] lr: 2.706e-01, eta: 1 day, 1:27:06, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3445, top5_acc: 0.6104, loss_cls: 2.9552, loss: 2.9552, grad_norm: 1.3068 2020-07-24 20:32:57,480 - mmaction - INFO - Epoch [137][400/940] lr: 2.706e-01, eta: 1 day, 1:26:43, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3361, top5_acc: 0.5885, loss_cls: 3.0449, loss: 3.0449, grad_norm: 1.3043 2020-07-24 20:33:11,018 - mmaction - INFO - Epoch [137][420/940] lr: 2.706e-01, eta: 1 day, 1:26:19, time: 0.678, data_time: 0.003, memory: 9569, top1_acc: 0.3471, top5_acc: 0.5953, loss_cls: 2.9913, loss: 2.9913, grad_norm: 1.2793 2020-07-24 20:33:23,969 - mmaction - INFO - Epoch [137][440/940] lr: 2.706e-01, eta: 1 day, 1:25:54, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.3447, top5_acc: 0.6070, loss_cls: 2.9754, loss: 2.9754, grad_norm: 1.3031 2020-07-24 20:33:37,248 - mmaction - INFO - Epoch [137][460/940] lr: 2.706e-01, eta: 1 day, 1:25:29, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.3514, top5_acc: 0.6021, loss_cls: 2.9610, loss: 2.9610, grad_norm: 1.3189 2020-07-24 20:33:50,290 - mmaction - INFO - Epoch [137][480/940] lr: 2.706e-01, eta: 1 day, 1:25:04, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3375, top5_acc: 0.6012, loss_cls: 3.0077, loss: 3.0077, grad_norm: 1.2971 2020-07-24 20:34:03,853 - mmaction - INFO - Epoch [137][500/940] lr: 2.706e-01, eta: 1 day, 1:24:40, time: 0.677, data_time: 0.001, memory: 9569, top1_acc: 0.3594, top5_acc: 0.6027, loss_cls: 2.9638, loss: 2.9638, grad_norm: 1.2981 2020-07-24 20:34:16,815 - mmaction - INFO - Epoch [137][520/940] lr: 2.706e-01, eta: 1 day, 1:24:15, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3414, top5_acc: 0.5906, loss_cls: 3.0194, loss: 3.0194, grad_norm: 1.2991 2020-07-24 20:34:30,281 - mmaction - INFO - Epoch [137][540/940] lr: 2.706e-01, eta: 1 day, 1:23:51, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3447, top5_acc: 0.5996, loss_cls: 2.9703, loss: 2.9703, grad_norm: 1.2892 2020-07-24 20:34:43,531 - mmaction - INFO - Epoch [137][560/940] lr: 2.706e-01, eta: 1 day, 1:23:27, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.3449, top5_acc: 0.6053, loss_cls: 2.9650, loss: 2.9650, grad_norm: 1.2931 2020-07-24 20:34:56,454 - mmaction - INFO - Epoch [137][580/940] lr: 2.706e-01, eta: 1 day, 1:23:02, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3537, top5_acc: 0.6068, loss_cls: 2.9503, loss: 2.9503, grad_norm: 1.3319 2020-07-24 20:35:09,997 - mmaction - INFO - Epoch [137][600/940] lr: 2.706e-01, eta: 1 day, 1:22:38, time: 0.679, data_time: 0.003, memory: 9569, top1_acc: 0.3324, top5_acc: 0.5783, loss_cls: 3.0386, loss: 3.0386, grad_norm: 1.3452 2020-07-24 20:35:22,940 - mmaction - INFO - Epoch [137][620/940] lr: 2.706e-01, eta: 1 day, 1:22:13, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.3463, top5_acc: 0.5953, loss_cls: 2.9812, loss: 2.9812, grad_norm: 1.2965 2020-07-24 20:35:36,344 - mmaction - INFO - Epoch [137][640/940] lr: 2.706e-01, eta: 1 day, 1:21:49, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3326, top5_acc: 0.5830, loss_cls: 3.0650, loss: 3.0650, grad_norm: 1.3253 2020-07-24 20:35:50,176 - mmaction - INFO - Epoch [137][660/940] lr: 2.706e-01, eta: 1 day, 1:21:26, time: 0.692, data_time: 0.002, memory: 9569, top1_acc: 0.3416, top5_acc: 0.6014, loss_cls: 2.9794, loss: 2.9794, grad_norm: 1.3187 2020-07-24 20:36:03,158 - mmaction - INFO - Epoch [137][680/940] lr: 2.706e-01, eta: 1 day, 1:21:01, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3455, top5_acc: 0.6018, loss_cls: 2.9580, loss: 2.9580, grad_norm: 1.3130 2020-07-24 20:36:16,684 - mmaction - INFO - Epoch [137][700/940] lr: 2.706e-01, eta: 1 day, 1:20:37, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3428, top5_acc: 0.5924, loss_cls: 3.0201, loss: 3.0201, grad_norm: 1.3252 2020-07-24 20:36:29,743 - mmaction - INFO - Epoch [137][720/940] lr: 2.706e-01, eta: 1 day, 1:20:13, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.3355, top5_acc: 0.5820, loss_cls: 3.0505, loss: 3.0505, grad_norm: 1.2798 2020-07-24 20:36:43,104 - mmaction - INFO - Epoch [137][740/940] lr: 2.706e-01, eta: 1 day, 1:19:49, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.3422, top5_acc: 0.5865, loss_cls: 3.0344, loss: 3.0344, grad_norm: 1.2881 2020-07-24 20:36:56,561 - mmaction - INFO - Epoch [137][760/940] lr: 2.706e-01, eta: 1 day, 1:19:25, time: 0.672, data_time: 0.001, memory: 9569, top1_acc: 0.3297, top5_acc: 0.5916, loss_cls: 3.0323, loss: 3.0323, grad_norm: 1.2968 2020-07-24 20:37:09,939 - mmaction - INFO - Epoch [137][780/940] lr: 2.706e-01, eta: 1 day, 1:19:01, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.3367, top5_acc: 0.5871, loss_cls: 3.0050, loss: 3.0050, grad_norm: 1.3118 2020-07-24 20:37:23,314 - mmaction - INFO - Epoch [137][800/940] lr: 2.706e-01, eta: 1 day, 1:18:37, time: 0.670, data_time: 0.003, memory: 9569, top1_acc: 0.3408, top5_acc: 0.5992, loss_cls: 3.0023, loss: 3.0023, grad_norm: 1.3154 2020-07-24 20:37:36,655 - mmaction - INFO - Epoch [137][820/940] lr: 2.706e-01, eta: 1 day, 1:18:13, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.3340, top5_acc: 0.5998, loss_cls: 3.0197, loss: 3.0197, grad_norm: 1.3255 2020-07-24 20:37:49,467 - mmaction - INFO - Epoch [137][840/940] lr: 2.706e-01, eta: 1 day, 1:17:47, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3312, top5_acc: 0.5900, loss_cls: 3.0567, loss: 3.0567, grad_norm: 1.2810 2020-07-24 20:38:03,266 - mmaction - INFO - Epoch [137][860/940] lr: 2.706e-01, eta: 1 day, 1:17:24, time: 0.691, data_time: 0.002, memory: 9569, top1_acc: 0.3496, top5_acc: 0.5912, loss_cls: 3.0135, loss: 3.0135, grad_norm: 1.2976 2020-07-24 20:38:16,106 - mmaction - INFO - Epoch [137][880/940] lr: 2.706e-01, eta: 1 day, 1:16:59, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3393, top5_acc: 0.5934, loss_cls: 3.0207, loss: 3.0207, grad_norm: 1.3138 2020-07-24 20:38:29,306 - mmaction - INFO - Epoch [137][900/940] lr: 2.706e-01, eta: 1 day, 1:16:35, time: 0.661, data_time: 0.003, memory: 9569, top1_acc: 0.3426, top5_acc: 0.5936, loss_cls: 2.9815, loss: 2.9815, grad_norm: 1.3185 2020-07-24 20:38:42,848 - mmaction - INFO - Epoch [137][920/940] lr: 2.706e-01, eta: 1 day, 1:16:11, time: 0.676, data_time: 0.001, memory: 9569, top1_acc: 0.3486, top5_acc: 0.5914, loss_cls: 2.9982, loss: 2.9982, grad_norm: 1.2902 2020-07-24 20:38:55,487 - mmaction - INFO - Epoch [137][940/940] lr: 2.706e-01, eta: 1 day, 1:15:45, time: 0.633, data_time: 0.003, memory: 9569, top1_acc: 0.3435, top5_acc: 0.5972, loss_cls: 3.0267, loss: 3.0267, grad_norm: 1.3025 2020-07-24 20:41:34,985 - mmaction - INFO - Epoch [138][20/940] lr: 2.669e-01, eta: 1 day, 1:21:33, time: 7.695, data_time: 6.955, memory: 9569, top1_acc: 0.3457, top5_acc: 0.5980, loss_cls: 2.9744, loss: 2.9744, grad_norm: 1.2829 2020-07-24 20:41:48,312 - mmaction - INFO - Epoch [138][40/940] lr: 2.669e-01, eta: 1 day, 1:21:09, time: 0.668, data_time: 0.003, memory: 9569, top1_acc: 0.3576, top5_acc: 0.6119, loss_cls: 2.9080, loss: 2.9080, grad_norm: 1.3228 2020-07-24 20:42:01,165 - mmaction - INFO - Epoch [138][60/940] lr: 2.669e-01, eta: 1 day, 1:20:43, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3553, top5_acc: 0.6094, loss_cls: 2.9380, loss: 2.9380, grad_norm: 1.3087 2020-07-24 20:42:14,627 - mmaction - INFO - Epoch [138][80/940] lr: 2.669e-01, eta: 1 day, 1:20:19, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3555, top5_acc: 0.6102, loss_cls: 2.9250, loss: 2.9250, grad_norm: 1.3142 2020-07-24 20:42:27,540 - mmaction - INFO - Epoch [138][100/940] lr: 2.669e-01, eta: 1 day, 1:19:54, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3643, top5_acc: 0.6100, loss_cls: 2.9260, loss: 2.9260, grad_norm: 1.3129 2020-07-24 20:42:40,710 - mmaction - INFO - Epoch [138][120/940] lr: 2.669e-01, eta: 1 day, 1:19:29, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.3521, top5_acc: 0.6045, loss_cls: 2.9850, loss: 2.9850, grad_norm: 1.3140 2020-07-24 20:42:54,078 - mmaction - INFO - Epoch [138][140/940] lr: 2.669e-01, eta: 1 day, 1:19:05, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3467, top5_acc: 0.5902, loss_cls: 2.9931, loss: 2.9931, grad_norm: 1.3205 2020-07-24 20:43:06,961 - mmaction - INFO - Epoch [138][160/940] lr: 2.669e-01, eta: 1 day, 1:18:40, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3422, top5_acc: 0.6072, loss_cls: 2.9793, loss: 2.9793, grad_norm: 1.3435 2020-07-24 20:43:20,854 - mmaction - INFO - Epoch [138][180/940] lr: 2.669e-01, eta: 1 day, 1:18:17, time: 0.695, data_time: 0.002, memory: 9569, top1_acc: 0.3537, top5_acc: 0.6041, loss_cls: 2.9539, loss: 2.9539, grad_norm: 1.3045 2020-07-24 20:43:34,119 - mmaction - INFO - Epoch [138][200/940] lr: 2.669e-01, eta: 1 day, 1:17:53, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.3430, top5_acc: 0.6018, loss_cls: 2.9868, loss: 2.9868, grad_norm: 1.3242 2020-07-24 20:43:47,165 - mmaction - INFO - Epoch [138][220/940] lr: 2.669e-01, eta: 1 day, 1:17:28, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.3531, top5_acc: 0.6039, loss_cls: 2.9785, loss: 2.9785, grad_norm: 1.3289 2020-07-24 20:44:00,643 - mmaction - INFO - Epoch [138][240/940] lr: 2.669e-01, eta: 1 day, 1:17:04, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3465, top5_acc: 0.5986, loss_cls: 2.9551, loss: 2.9551, grad_norm: 1.3077 2020-07-24 20:44:14,349 - mmaction - INFO - Epoch [138][260/940] lr: 2.669e-01, eta: 1 day, 1:16:41, time: 0.685, data_time: 0.002, memory: 9569, top1_acc: 0.3527, top5_acc: 0.6029, loss_cls: 2.9475, loss: 2.9475, grad_norm: 1.3102 2020-07-24 20:44:28,314 - mmaction - INFO - Epoch [138][280/940] lr: 2.669e-01, eta: 1 day, 1:16:19, time: 0.699, data_time: 0.002, memory: 9569, top1_acc: 0.3480, top5_acc: 0.6057, loss_cls: 2.9537, loss: 2.9537, grad_norm: 1.3172 2020-07-24 20:44:41,436 - mmaction - INFO - Epoch [138][300/940] lr: 2.669e-01, eta: 1 day, 1:15:54, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.3529, top5_acc: 0.6076, loss_cls: 2.9363, loss: 2.9363, grad_norm: 1.3643 2020-07-24 20:44:54,458 - mmaction - INFO - Epoch [138][320/940] lr: 2.669e-01, eta: 1 day, 1:15:29, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.3365, top5_acc: 0.5904, loss_cls: 3.0355, loss: 3.0355, grad_norm: 1.3302 2020-07-24 20:45:08,064 - mmaction - INFO - Epoch [138][340/940] lr: 2.669e-01, eta: 1 day, 1:15:06, time: 0.680, data_time: 0.001, memory: 9569, top1_acc: 0.3434, top5_acc: 0.5955, loss_cls: 2.9997, loss: 2.9997, grad_norm: 1.3247 2020-07-24 20:45:21,030 - mmaction - INFO - Epoch [138][360/940] lr: 2.669e-01, eta: 1 day, 1:14:41, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3439, top5_acc: 0.6014, loss_cls: 2.9831, loss: 2.9831, grad_norm: 1.3289 2020-07-24 20:45:34,408 - mmaction - INFO - Epoch [138][380/940] lr: 2.669e-01, eta: 1 day, 1:14:17, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3510, top5_acc: 0.5988, loss_cls: 2.9654, loss: 2.9654, grad_norm: 1.3345 2020-07-24 20:45:48,268 - mmaction - INFO - Epoch [138][400/940] lr: 2.669e-01, eta: 1 day, 1:13:54, time: 0.692, data_time: 0.002, memory: 9569, top1_acc: 0.3520, top5_acc: 0.5994, loss_cls: 2.9541, loss: 2.9541, grad_norm: 1.3150 2020-07-24 20:46:01,776 - mmaction - INFO - Epoch [138][420/940] lr: 2.669e-01, eta: 1 day, 1:13:31, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3527, top5_acc: 0.6080, loss_cls: 2.9656, loss: 2.9656, grad_norm: 1.3057 2020-07-24 20:46:14,710 - mmaction - INFO - Epoch [138][440/940] lr: 2.669e-01, eta: 1 day, 1:13:06, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.3480, top5_acc: 0.5980, loss_cls: 2.9771, loss: 2.9771, grad_norm: 1.2853 2020-07-24 20:46:28,111 - mmaction - INFO - Epoch [138][460/940] lr: 2.669e-01, eta: 1 day, 1:12:42, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.3404, top5_acc: 0.5936, loss_cls: 2.9889, loss: 2.9889, grad_norm: 1.3193 2020-07-24 20:46:41,524 - mmaction - INFO - Epoch [138][480/940] lr: 2.669e-01, eta: 1 day, 1:12:18, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.3410, top5_acc: 0.5988, loss_cls: 3.0077, loss: 3.0077, grad_norm: 1.3334 2020-07-24 20:46:54,417 - mmaction - INFO - Epoch [138][500/940] lr: 2.669e-01, eta: 1 day, 1:11:53, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3354, top5_acc: 0.6006, loss_cls: 2.9819, loss: 2.9819, grad_norm: 1.3402 2020-07-24 20:47:08,532 - mmaction - INFO - Epoch [138][520/940] lr: 2.669e-01, eta: 1 day, 1:11:31, time: 0.706, data_time: 0.002, memory: 9569, top1_acc: 0.3438, top5_acc: 0.5930, loss_cls: 3.0065, loss: 3.0065, grad_norm: 1.3130 2020-07-24 20:47:21,828 - mmaction - INFO - Epoch [138][540/940] lr: 2.669e-01, eta: 1 day, 1:11:07, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.3406, top5_acc: 0.5949, loss_cls: 2.9891, loss: 2.9891, grad_norm: 1.3318 2020-07-24 20:47:34,739 - mmaction - INFO - Epoch [138][560/940] lr: 2.669e-01, eta: 1 day, 1:10:42, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3537, top5_acc: 0.6027, loss_cls: 2.9443, loss: 2.9443, grad_norm: 1.3135 2020-07-24 20:47:47,614 - mmaction - INFO - Epoch [138][580/940] lr: 2.669e-01, eta: 1 day, 1:10:17, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3445, top5_acc: 0.6035, loss_cls: 2.9619, loss: 2.9619, grad_norm: 1.3035 2020-07-24 20:48:00,552 - mmaction - INFO - Epoch [138][600/940] lr: 2.669e-01, eta: 1 day, 1:09:52, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.3492, top5_acc: 0.6027, loss_cls: 2.9655, loss: 2.9655, grad_norm: 1.2977 2020-07-24 20:48:14,537 - mmaction - INFO - Epoch [138][620/940] lr: 2.669e-01, eta: 1 day, 1:09:29, time: 0.699, data_time: 0.002, memory: 9569, top1_acc: 0.3516, top5_acc: 0.5893, loss_cls: 3.0070, loss: 3.0070, grad_norm: 1.3100 2020-07-24 20:48:28,322 - mmaction - INFO - Epoch [138][640/940] lr: 2.669e-01, eta: 1 day, 1:09:07, time: 0.690, data_time: 0.003, memory: 9569, top1_acc: 0.3545, top5_acc: 0.5953, loss_cls: 2.9661, loss: 2.9661, grad_norm: 1.3293 2020-07-24 20:48:41,239 - mmaction - INFO - Epoch [138][660/940] lr: 2.669e-01, eta: 1 day, 1:08:42, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3461, top5_acc: 0.5770, loss_cls: 3.0600, loss: 3.0600, grad_norm: 1.3131 2020-07-24 20:48:55,064 - mmaction - INFO - Epoch [138][680/940] lr: 2.669e-01, eta: 1 day, 1:08:19, time: 0.690, data_time: 0.001, memory: 9569, top1_acc: 0.3494, top5_acc: 0.6037, loss_cls: 2.9595, loss: 2.9595, grad_norm: 1.3137 2020-07-24 20:49:08,428 - mmaction - INFO - Epoch [138][700/940] lr: 2.669e-01, eta: 1 day, 1:07:55, time: 0.669, data_time: 0.003, memory: 9569, top1_acc: 0.3492, top5_acc: 0.5924, loss_cls: 3.0172, loss: 3.0172, grad_norm: 1.3278 2020-07-24 20:49:21,363 - mmaction - INFO - Epoch [138][720/940] lr: 2.669e-01, eta: 1 day, 1:07:30, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3320, top5_acc: 0.5805, loss_cls: 3.0619, loss: 3.0619, grad_norm: 1.3124 2020-07-24 20:49:34,394 - mmaction - INFO - Epoch [138][740/940] lr: 2.669e-01, eta: 1 day, 1:07:06, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.3357, top5_acc: 0.5879, loss_cls: 3.0344, loss: 3.0344, grad_norm: 1.2912 2020-07-24 20:49:48,085 - mmaction - INFO - Epoch [138][760/940] lr: 2.669e-01, eta: 1 day, 1:06:43, time: 0.685, data_time: 0.002, memory: 9569, top1_acc: 0.3523, top5_acc: 0.6053, loss_cls: 2.9583, loss: 2.9583, grad_norm: 1.3065 2020-07-24 20:50:01,012 - mmaction - INFO - Epoch [138][780/940] lr: 2.669e-01, eta: 1 day, 1:06:18, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3438, top5_acc: 0.5957, loss_cls: 2.9472, loss: 2.9472, grad_norm: 1.3121 2020-07-24 20:50:14,897 - mmaction - INFO - Epoch [138][800/940] lr: 2.669e-01, eta: 1 day, 1:05:55, time: 0.694, data_time: 0.002, memory: 9569, top1_acc: 0.3340, top5_acc: 0.5873, loss_cls: 3.0283, loss: 3.0283, grad_norm: 1.3402 2020-07-24 20:50:27,798 - mmaction - INFO - Epoch [138][820/940] lr: 2.669e-01, eta: 1 day, 1:05:30, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3506, top5_acc: 0.5992, loss_cls: 2.9860, loss: 2.9860, grad_norm: 1.3279 2020-07-24 20:50:41,314 - mmaction - INFO - Epoch [138][840/940] lr: 2.669e-01, eta: 1 day, 1:05:07, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3381, top5_acc: 0.5947, loss_cls: 3.0173, loss: 3.0173, grad_norm: 1.3449 2020-07-24 20:50:54,887 - mmaction - INFO - Epoch [138][860/940] lr: 2.669e-01, eta: 1 day, 1:04:44, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3393, top5_acc: 0.5863, loss_cls: 3.0376, loss: 3.0376, grad_norm: 1.2949 2020-07-24 20:51:07,820 - mmaction - INFO - Epoch [138][880/940] lr: 2.669e-01, eta: 1 day, 1:04:19, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3471, top5_acc: 0.5973, loss_cls: 2.9843, loss: 2.9843, grad_norm: 1.3289 2020-07-24 20:51:21,122 - mmaction - INFO - Epoch [138][900/940] lr: 2.669e-01, eta: 1 day, 1:03:55, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.3398, top5_acc: 0.5908, loss_cls: 2.9964, loss: 2.9964, grad_norm: 1.3118 2020-07-24 20:51:34,069 - mmaction - INFO - Epoch [138][920/940] lr: 2.669e-01, eta: 1 day, 1:03:30, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3418, top5_acc: 0.5951, loss_cls: 3.0132, loss: 3.0132, grad_norm: 1.3106 2020-07-24 20:51:46,813 - mmaction - INFO - Epoch [138][940/940] lr: 2.669e-01, eta: 1 day, 1:03:05, time: 0.639, data_time: 0.002, memory: 9569, top1_acc: 0.3415, top5_acc: 0.6017, loss_cls: 2.9857, loss: 2.9857, grad_norm: 1.3159 2020-07-24 20:54:22,823 - mmaction - INFO - Epoch [139][20/940] lr: 2.633e-01, eta: 1 day, 1:08:34, time: 7.540, data_time: 6.202, memory: 9569, top1_acc: 0.3441, top5_acc: 0.5916, loss_cls: 2.9910, loss: 2.9910, grad_norm: 1.3566 2020-07-24 20:54:37,031 - mmaction - INFO - Epoch [139][40/940] lr: 2.633e-01, eta: 1 day, 1:08:12, time: 0.711, data_time: 0.002, memory: 9569, top1_acc: 0.3482, top5_acc: 0.6141, loss_cls: 2.9437, loss: 2.9437, grad_norm: 1.3222 2020-07-24 20:54:49,987 - mmaction - INFO - Epoch [139][60/940] lr: 2.633e-01, eta: 1 day, 1:07:47, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3504, top5_acc: 0.6084, loss_cls: 2.9378, loss: 2.9378, grad_norm: 1.2983 2020-07-24 20:55:03,458 - mmaction - INFO - Epoch [139][80/940] lr: 2.633e-01, eta: 1 day, 1:07:23, time: 0.674, data_time: 0.003, memory: 9569, top1_acc: 0.3459, top5_acc: 0.6041, loss_cls: 2.9541, loss: 2.9541, grad_norm: 1.3319 2020-07-24 20:55:16,806 - mmaction - INFO - Epoch [139][100/940] lr: 2.633e-01, eta: 1 day, 1:06:59, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3488, top5_acc: 0.6004, loss_cls: 2.9723, loss: 2.9723, grad_norm: 1.3485 2020-07-24 20:55:30,087 - mmaction - INFO - Epoch [139][120/940] lr: 2.633e-01, eta: 1 day, 1:06:35, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3303, top5_acc: 0.5832, loss_cls: 3.0245, loss: 3.0245, grad_norm: 1.3321 2020-07-24 20:55:42,983 - mmaction - INFO - Epoch [139][140/940] lr: 2.633e-01, eta: 1 day, 1:06:10, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3473, top5_acc: 0.5984, loss_cls: 2.9472, loss: 2.9472, grad_norm: 1.2878 2020-07-24 20:55:56,485 - mmaction - INFO - Epoch [139][160/940] lr: 2.633e-01, eta: 1 day, 1:05:47, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3430, top5_acc: 0.5996, loss_cls: 2.9654, loss: 2.9654, grad_norm: 1.3169 2020-07-24 20:56:09,953 - mmaction - INFO - Epoch [139][180/940] lr: 2.633e-01, eta: 1 day, 1:05:23, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3518, top5_acc: 0.6018, loss_cls: 2.9623, loss: 2.9623, grad_norm: 1.3325 2020-07-24 20:56:23,596 - mmaction - INFO - Epoch [139][200/940] lr: 2.633e-01, eta: 1 day, 1:05:00, time: 0.681, data_time: 0.001, memory: 9569, top1_acc: 0.3516, top5_acc: 0.5986, loss_cls: 2.9851, loss: 2.9851, grad_norm: 1.3459 2020-07-24 20:56:36,642 - mmaction - INFO - Epoch [139][220/940] lr: 2.633e-01, eta: 1 day, 1:04:35, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3510, top5_acc: 0.6037, loss_cls: 2.9495, loss: 2.9495, grad_norm: 1.3227 2020-07-24 20:56:49,981 - mmaction - INFO - Epoch [139][240/940] lr: 2.633e-01, eta: 1 day, 1:04:12, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.3576, top5_acc: 0.6084, loss_cls: 2.9405, loss: 2.9405, grad_norm: 1.3157 2020-07-24 20:57:03,445 - mmaction - INFO - Epoch [139][260/940] lr: 2.633e-01, eta: 1 day, 1:03:48, time: 0.674, data_time: 0.003, memory: 9569, top1_acc: 0.3475, top5_acc: 0.6066, loss_cls: 2.9345, loss: 2.9345, grad_norm: 1.3330 2020-07-24 20:57:16,934 - mmaction - INFO - Epoch [139][280/940] lr: 2.633e-01, eta: 1 day, 1:03:25, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3400, top5_acc: 0.5875, loss_cls: 3.0329, loss: 3.0329, grad_norm: 1.3312 2020-07-24 20:57:30,206 - mmaction - INFO - Epoch [139][300/940] lr: 2.633e-01, eta: 1 day, 1:03:01, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3512, top5_acc: 0.6051, loss_cls: 2.9878, loss: 2.9878, grad_norm: 1.2969 2020-07-24 20:57:43,281 - mmaction - INFO - Epoch [139][320/940] lr: 2.633e-01, eta: 1 day, 1:02:36, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3504, top5_acc: 0.5891, loss_cls: 3.0086, loss: 3.0086, grad_norm: 1.3049 2020-07-24 20:57:56,132 - mmaction - INFO - Epoch [139][340/940] lr: 2.633e-01, eta: 1 day, 1:02:11, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3477, top5_acc: 0.6051, loss_cls: 2.9647, loss: 2.9647, grad_norm: 1.3239 2020-07-24 20:58:09,934 - mmaction - INFO - Epoch [139][360/940] lr: 2.633e-01, eta: 1 day, 1:01:48, time: 0.690, data_time: 0.002, memory: 9569, top1_acc: 0.3510, top5_acc: 0.6047, loss_cls: 2.9653, loss: 2.9653, grad_norm: 1.3387 2020-07-24 20:58:22,820 - mmaction - INFO - Epoch [139][380/940] lr: 2.633e-01, eta: 1 day, 1:01:23, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3350, top5_acc: 0.5961, loss_cls: 3.0013, loss: 3.0013, grad_norm: 1.3354 2020-07-24 20:58:36,237 - mmaction - INFO - Epoch [139][400/940] lr: 2.633e-01, eta: 1 day, 1:01:00, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.3482, top5_acc: 0.5951, loss_cls: 2.9922, loss: 2.9922, grad_norm: 1.3458 2020-07-24 20:58:49,345 - mmaction - INFO - Epoch [139][420/940] lr: 2.633e-01, eta: 1 day, 1:00:35, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.3516, top5_acc: 0.5945, loss_cls: 2.9918, loss: 2.9918, grad_norm: 1.3278 2020-07-24 20:59:02,780 - mmaction - INFO - Epoch [139][440/940] lr: 2.633e-01, eta: 1 day, 1:00:12, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0047, loss: 3.0047, grad_norm: 1.3341 2020-07-24 20:59:15,712 - mmaction - INFO - Epoch [139][460/940] lr: 2.633e-01, eta: 1 day, 0:59:47, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3475, top5_acc: 0.6057, loss_cls: 2.9539, loss: 2.9539, grad_norm: 1.3326 2020-07-24 20:59:29,367 - mmaction - INFO - Epoch [139][480/940] lr: 2.633e-01, eta: 1 day, 0:59:24, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.3484, top5_acc: 0.6008, loss_cls: 2.9903, loss: 2.9903, grad_norm: 1.3165 2020-07-24 20:59:43,106 - mmaction - INFO - Epoch [139][500/940] lr: 2.633e-01, eta: 1 day, 0:59:01, time: 0.687, data_time: 0.002, memory: 9569, top1_acc: 0.3541, top5_acc: 0.5955, loss_cls: 2.9664, loss: 2.9664, grad_norm: 1.3276 2020-07-24 20:59:55,952 - mmaction - INFO - Epoch [139][520/940] lr: 2.633e-01, eta: 1 day, 0:58:36, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3473, top5_acc: 0.6084, loss_cls: 2.9668, loss: 2.9668, grad_norm: 1.3270 2020-07-24 21:00:14,090 - mmaction - INFO - Epoch [139][540/940] lr: 2.633e-01, eta: 1 day, 0:58:25, time: 0.903, data_time: 0.004, memory: 9569, top1_acc: 0.3426, top5_acc: 0.5973, loss_cls: 2.9487, loss: 2.9487, grad_norm: 1.3187 2020-07-24 21:00:27,766 - mmaction - INFO - Epoch [139][560/940] lr: 2.633e-01, eta: 1 day, 0:58:02, time: 0.687, data_time: 0.010, memory: 9569, top1_acc: 0.3447, top5_acc: 0.5850, loss_cls: 3.0472, loss: 3.0472, grad_norm: 1.3401 2020-07-24 21:00:41,730 - mmaction - INFO - Epoch [139][580/940] lr: 2.633e-01, eta: 1 day, 0:57:40, time: 0.698, data_time: 0.002, memory: 9569, top1_acc: 0.3551, top5_acc: 0.6133, loss_cls: 2.9121, loss: 2.9121, grad_norm: 1.3154 2020-07-24 21:00:55,098 - mmaction - INFO - Epoch [139][600/940] lr: 2.633e-01, eta: 1 day, 0:57:16, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3516, top5_acc: 0.5967, loss_cls: 2.9872, loss: 2.9872, grad_norm: 1.3411 2020-07-24 21:01:08,475 - mmaction - INFO - Epoch [139][620/940] lr: 2.633e-01, eta: 1 day, 0:56:53, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.3467, top5_acc: 0.6010, loss_cls: 2.9876, loss: 2.9876, grad_norm: 1.3513 2020-07-24 21:01:21,896 - mmaction - INFO - Epoch [139][640/940] lr: 2.633e-01, eta: 1 day, 0:56:29, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3498, top5_acc: 0.5945, loss_cls: 3.0021, loss: 3.0021, grad_norm: 1.2913 2020-07-24 21:01:35,323 - mmaction - INFO - Epoch [139][660/940] lr: 2.633e-01, eta: 1 day, 0:56:06, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3563, top5_acc: 0.6039, loss_cls: 2.9699, loss: 2.9699, grad_norm: 1.3071 2020-07-24 21:01:48,132 - mmaction - INFO - Epoch [139][680/940] lr: 2.633e-01, eta: 1 day, 0:55:41, time: 0.640, data_time: 0.002, memory: 9569, top1_acc: 0.3486, top5_acc: 0.6014, loss_cls: 2.9679, loss: 2.9679, grad_norm: 1.2801 2020-07-24 21:02:02,218 - mmaction - INFO - Epoch [139][700/940] lr: 2.633e-01, eta: 1 day, 0:55:19, time: 0.705, data_time: 0.002, memory: 9569, top1_acc: 0.3443, top5_acc: 0.5982, loss_cls: 2.9674, loss: 2.9674, grad_norm: 1.3283 2020-07-24 21:02:15,210 - mmaction - INFO - Epoch [139][720/940] lr: 2.633e-01, eta: 1 day, 0:54:54, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3494, top5_acc: 0.6010, loss_cls: 2.9592, loss: 2.9592, grad_norm: 1.3287 2020-07-24 21:02:28,070 - mmaction - INFO - Epoch [139][740/940] lr: 2.633e-01, eta: 1 day, 0:54:29, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3381, top5_acc: 0.5947, loss_cls: 2.9926, loss: 2.9926, grad_norm: 1.3370 2020-07-24 21:02:42,406 - mmaction - INFO - Epoch [139][760/940] lr: 2.633e-01, eta: 1 day, 0:54:08, time: 0.718, data_time: 0.003, memory: 9569, top1_acc: 0.3461, top5_acc: 0.6000, loss_cls: 2.9743, loss: 2.9743, grad_norm: 1.3230 2020-07-24 21:02:55,381 - mmaction - INFO - Epoch [139][780/940] lr: 2.633e-01, eta: 1 day, 0:53:44, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.3379, top5_acc: 0.5924, loss_cls: 3.0269, loss: 3.0269, grad_norm: 1.3413 2020-07-24 21:03:08,729 - mmaction - INFO - Epoch [139][800/940] lr: 2.633e-01, eta: 1 day, 0:53:20, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.3570, top5_acc: 0.6053, loss_cls: 2.9310, loss: 2.9310, grad_norm: 1.3036 2020-07-24 21:03:22,093 - mmaction - INFO - Epoch [139][820/940] lr: 2.633e-01, eta: 1 day, 0:52:57, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3426, top5_acc: 0.5934, loss_cls: 3.0215, loss: 3.0215, grad_norm: 1.3277 2020-07-24 21:03:35,577 - mmaction - INFO - Epoch [139][840/940] lr: 2.633e-01, eta: 1 day, 0:52:33, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3518, top5_acc: 0.5988, loss_cls: 2.9598, loss: 2.9598, grad_norm: 1.3123 2020-07-24 21:03:48,799 - mmaction - INFO - Epoch [139][860/940] lr: 2.633e-01, eta: 1 day, 0:52:10, time: 0.660, data_time: 0.001, memory: 9569, top1_acc: 0.3396, top5_acc: 0.5898, loss_cls: 3.0409, loss: 3.0409, grad_norm: 1.3436 2020-07-24 21:04:01,722 - mmaction - INFO - Epoch [139][880/940] lr: 2.633e-01, eta: 1 day, 0:51:45, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3510, top5_acc: 0.5961, loss_cls: 2.9816, loss: 2.9816, grad_norm: 1.3231 2020-07-24 21:04:15,307 - mmaction - INFO - Epoch [139][900/940] lr: 2.633e-01, eta: 1 day, 0:51:22, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3359, top5_acc: 0.5938, loss_cls: 3.0049, loss: 3.0049, grad_norm: 1.3232 2020-07-24 21:04:29,076 - mmaction - INFO - Epoch [139][920/940] lr: 2.633e-01, eta: 1 day, 0:50:59, time: 0.689, data_time: 0.002, memory: 9569, top1_acc: 0.3385, top5_acc: 0.5961, loss_cls: 3.0092, loss: 3.0092, grad_norm: 1.3006 2020-07-24 21:04:41,262 - mmaction - INFO - Epoch [139][940/940] lr: 2.633e-01, eta: 1 day, 0:50:33, time: 0.610, data_time: 0.002, memory: 9569, top1_acc: 0.3413, top5_acc: 0.5976, loss_cls: 2.9863, loss: 2.9863, grad_norm: 1.3219 2020-07-24 21:07:15,162 - mmaction - INFO - Epoch [140][20/940] lr: 2.596e-01, eta: 1 day, 0:55:40, time: 7.302, data_time: 6.064, memory: 9569, top1_acc: 0.3549, top5_acc: 0.6168, loss_cls: 2.9099, loss: 2.9099, grad_norm: 1.2921 2020-07-24 21:07:28,059 - mmaction - INFO - Epoch [140][40/940] lr: 2.596e-01, eta: 1 day, 0:55:15, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.3459, top5_acc: 0.5961, loss_cls: 2.9594, loss: 2.9594, grad_norm: 1.3357 2020-07-24 21:07:41,877 - mmaction - INFO - Epoch [140][60/940] lr: 2.596e-01, eta: 1 day, 0:54:52, time: 0.691, data_time: 0.004, memory: 9569, top1_acc: 0.3396, top5_acc: 0.6018, loss_cls: 2.9905, loss: 2.9905, grad_norm: 1.3052 2020-07-24 21:07:54,956 - mmaction - INFO - Epoch [140][80/940] lr: 2.596e-01, eta: 1 day, 0:54:28, time: 0.655, data_time: 0.003, memory: 9569, top1_acc: 0.3475, top5_acc: 0.6176, loss_cls: 2.9088, loss: 2.9088, grad_norm: 1.3223 2020-07-24 21:08:07,799 - mmaction - INFO - Epoch [140][100/940] lr: 2.596e-01, eta: 1 day, 0:54:03, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3523, top5_acc: 0.5990, loss_cls: 2.9387, loss: 2.9387, grad_norm: 1.3274 2020-07-24 21:08:20,938 - mmaction - INFO - Epoch [140][120/940] lr: 2.596e-01, eta: 1 day, 0:53:39, time: 0.657, data_time: 0.001, memory: 9569, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.9400, loss: 2.9400, grad_norm: 1.3321 2020-07-24 21:08:34,659 - mmaction - INFO - Epoch [140][140/940] lr: 2.596e-01, eta: 1 day, 0:53:16, time: 0.686, data_time: 0.001, memory: 9569, top1_acc: 0.3568, top5_acc: 0.6064, loss_cls: 2.9151, loss: 2.9151, grad_norm: 1.3309 2020-07-24 21:08:47,535 - mmaction - INFO - Epoch [140][160/940] lr: 2.596e-01, eta: 1 day, 0:52:51, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3457, top5_acc: 0.6031, loss_cls: 2.9610, loss: 2.9610, grad_norm: 1.3341 2020-07-24 21:09:01,367 - mmaction - INFO - Epoch [140][180/940] lr: 2.596e-01, eta: 1 day, 0:52:29, time: 0.692, data_time: 0.003, memory: 9569, top1_acc: 0.3502, top5_acc: 0.6033, loss_cls: 2.9474, loss: 2.9474, grad_norm: 1.3062 2020-07-24 21:09:14,991 - mmaction - INFO - Epoch [140][200/940] lr: 2.596e-01, eta: 1 day, 0:52:06, time: 0.681, data_time: 0.002, memory: 9569, top1_acc: 0.3547, top5_acc: 0.5969, loss_cls: 2.9707, loss: 2.9707, grad_norm: 1.3256 2020-07-24 21:09:28,229 - mmaction - INFO - Epoch [140][220/940] lr: 2.596e-01, eta: 1 day, 0:51:42, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.3473, top5_acc: 0.6057, loss_cls: 2.9592, loss: 2.9592, grad_norm: 1.3356 2020-07-24 21:09:41,533 - mmaction - INFO - Epoch [140][240/940] lr: 2.596e-01, eta: 1 day, 0:51:18, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.3604, top5_acc: 0.6105, loss_cls: 2.8994, loss: 2.8994, grad_norm: 1.3265 2020-07-24 21:09:54,856 - mmaction - INFO - Epoch [140][260/940] lr: 2.596e-01, eta: 1 day, 0:50:55, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3654, top5_acc: 0.6084, loss_cls: 2.9025, loss: 2.9025, grad_norm: 1.3426 2020-07-24 21:10:07,756 - mmaction - INFO - Epoch [140][280/940] lr: 2.596e-01, eta: 1 day, 0:50:30, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3555, top5_acc: 0.6070, loss_cls: 2.9286, loss: 2.9286, grad_norm: 1.3218 2020-07-24 21:10:21,423 - mmaction - INFO - Epoch [140][300/940] lr: 2.596e-01, eta: 1 day, 0:50:07, time: 0.683, data_time: 0.001, memory: 9569, top1_acc: 0.3621, top5_acc: 0.6086, loss_cls: 2.9244, loss: 2.9244, grad_norm: 1.3424 2020-07-24 21:10:34,852 - mmaction - INFO - Epoch [140][320/940] lr: 2.596e-01, eta: 1 day, 0:49:44, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3480, top5_acc: 0.6066, loss_cls: 2.9625, loss: 2.9625, grad_norm: 1.3302 2020-07-24 21:10:47,699 - mmaction - INFO - Epoch [140][340/940] lr: 2.596e-01, eta: 1 day, 0:49:19, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3426, top5_acc: 0.6037, loss_cls: 2.9582, loss: 2.9582, grad_norm: 1.3283 2020-07-24 21:11:00,635 - mmaction - INFO - Epoch [140][360/940] lr: 2.596e-01, eta: 1 day, 0:48:54, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3473, top5_acc: 0.5961, loss_cls: 2.9873, loss: 2.9873, grad_norm: 1.3238 2020-07-24 21:11:14,554 - mmaction - INFO - Epoch [140][380/940] lr: 2.596e-01, eta: 1 day, 0:48:32, time: 0.695, data_time: 0.001, memory: 9569, top1_acc: 0.3605, top5_acc: 0.6146, loss_cls: 2.9170, loss: 2.9170, grad_norm: 1.3182 2020-07-24 21:11:27,379 - mmaction - INFO - Epoch [140][400/940] lr: 2.596e-01, eta: 1 day, 0:48:07, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3465, top5_acc: 0.6014, loss_cls: 2.9673, loss: 2.9673, grad_norm: 1.3378 2020-07-24 21:11:40,270 - mmaction - INFO - Epoch [140][420/940] lr: 2.596e-01, eta: 1 day, 0:47:43, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3457, top5_acc: 0.5990, loss_cls: 2.9924, loss: 2.9924, grad_norm: 1.3426 2020-07-24 21:11:53,823 - mmaction - INFO - Epoch [140][440/940] lr: 2.596e-01, eta: 1 day, 0:47:20, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.3588, top5_acc: 0.6068, loss_cls: 2.9413, loss: 2.9413, grad_norm: 1.3197 2020-07-24 21:12:07,175 - mmaction - INFO - Epoch [140][460/940] lr: 2.596e-01, eta: 1 day, 0:46:56, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3479, top5_acc: 0.5961, loss_cls: 2.9889, loss: 2.9889, grad_norm: 1.3239 2020-07-24 21:12:20,788 - mmaction - INFO - Epoch [140][480/940] lr: 2.596e-01, eta: 1 day, 0:46:33, time: 0.681, data_time: 0.002, memory: 9569, top1_acc: 0.3604, top5_acc: 0.6092, loss_cls: 2.9608, loss: 2.9608, grad_norm: 1.3207 2020-07-24 21:12:33,772 - mmaction - INFO - Epoch [140][500/940] lr: 2.596e-01, eta: 1 day, 0:46:09, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3412, top5_acc: 0.5977, loss_cls: 2.9678, loss: 2.9678, grad_norm: 1.3210 2020-07-24 21:12:47,783 - mmaction - INFO - Epoch [140][520/940] lr: 2.596e-01, eta: 1 day, 0:45:47, time: 0.701, data_time: 0.003, memory: 9569, top1_acc: 0.3449, top5_acc: 0.6020, loss_cls: 2.9808, loss: 2.9808, grad_norm: 1.3307 2020-07-24 21:13:00,688 - mmaction - INFO - Epoch [140][540/940] lr: 2.596e-01, eta: 1 day, 0:45:22, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.3504, top5_acc: 0.5939, loss_cls: 2.9741, loss: 2.9741, grad_norm: 1.3158 2020-07-24 21:13:13,580 - mmaction - INFO - Epoch [140][560/940] lr: 2.596e-01, eta: 1 day, 0:44:58, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3420, top5_acc: 0.6035, loss_cls: 2.9860, loss: 2.9860, grad_norm: 1.3380 2020-07-24 21:13:27,005 - mmaction - INFO - Epoch [140][580/940] lr: 2.596e-01, eta: 1 day, 0:44:34, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3482, top5_acc: 0.5963, loss_cls: 2.9785, loss: 2.9785, grad_norm: 1.3304 2020-07-24 21:13:40,989 - mmaction - INFO - Epoch [140][600/940] lr: 2.596e-01, eta: 1 day, 0:44:13, time: 0.698, data_time: 0.002, memory: 9569, top1_acc: 0.3551, top5_acc: 0.6002, loss_cls: 2.9574, loss: 2.9574, grad_norm: 1.3090 2020-07-24 21:13:53,909 - mmaction - INFO - Epoch [140][620/940] lr: 2.596e-01, eta: 1 day, 0:43:48, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.3463, top5_acc: 0.6102, loss_cls: 2.9443, loss: 2.9443, grad_norm: 1.3348 2020-07-24 21:14:07,572 - mmaction - INFO - Epoch [140][640/940] lr: 2.596e-01, eta: 1 day, 0:43:25, time: 0.682, data_time: 0.001, memory: 9569, top1_acc: 0.3490, top5_acc: 0.6031, loss_cls: 2.9753, loss: 2.9753, grad_norm: 1.3332 2020-07-24 21:14:20,427 - mmaction - INFO - Epoch [140][660/940] lr: 2.596e-01, eta: 1 day, 0:43:01, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3379, top5_acc: 0.5945, loss_cls: 2.9902, loss: 2.9902, grad_norm: 1.3509 2020-07-24 21:14:34,013 - mmaction - INFO - Epoch [140][680/940] lr: 2.596e-01, eta: 1 day, 0:42:38, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.3371, top5_acc: 0.5938, loss_cls: 3.0261, loss: 3.0261, grad_norm: 1.3274 2020-07-24 21:14:46,938 - mmaction - INFO - Epoch [140][700/940] lr: 2.596e-01, eta: 1 day, 0:42:13, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3566, top5_acc: 0.6016, loss_cls: 2.9553, loss: 2.9553, grad_norm: 1.3282 2020-07-24 21:15:00,206 - mmaction - INFO - Epoch [140][720/940] lr: 2.596e-01, eta: 1 day, 0:41:50, time: 0.664, data_time: 0.003, memory: 9569, top1_acc: 0.3543, top5_acc: 0.6092, loss_cls: 2.9317, loss: 2.9317, grad_norm: 1.3285 2020-07-24 21:15:13,185 - mmaction - INFO - Epoch [140][740/940] lr: 2.596e-01, eta: 1 day, 0:41:26, time: 0.650, data_time: 0.003, memory: 9569, top1_acc: 0.3428, top5_acc: 0.6012, loss_cls: 2.9659, loss: 2.9659, grad_norm: 1.3293 2020-07-24 21:15:26,726 - mmaction - INFO - Epoch [140][760/940] lr: 2.596e-01, eta: 1 day, 0:41:03, time: 0.677, data_time: 0.001, memory: 9569, top1_acc: 0.3402, top5_acc: 0.5934, loss_cls: 3.0234, loss: 3.0234, grad_norm: 1.3213 2020-07-24 21:15:39,631 - mmaction - INFO - Epoch [140][780/940] lr: 2.596e-01, eta: 1 day, 0:40:38, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3424, top5_acc: 0.5990, loss_cls: 3.0065, loss: 3.0065, grad_norm: 1.3435 2020-07-24 21:15:53,188 - mmaction - INFO - Epoch [140][800/940] lr: 2.596e-01, eta: 1 day, 0:40:15, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.3596, top5_acc: 0.6047, loss_cls: 2.9491, loss: 2.9491, grad_norm: 1.3156 2020-07-24 21:16:06,257 - mmaction - INFO - Epoch [140][820/940] lr: 2.596e-01, eta: 1 day, 0:39:51, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3461, top5_acc: 0.5967, loss_cls: 3.0202, loss: 3.0202, grad_norm: 1.3111 2020-07-24 21:16:19,189 - mmaction - INFO - Epoch [140][840/940] lr: 2.596e-01, eta: 1 day, 0:39:27, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3406, top5_acc: 0.5967, loss_cls: 2.9981, loss: 2.9981, grad_norm: 1.3079 2020-07-24 21:16:32,600 - mmaction - INFO - Epoch [140][860/940] lr: 2.596e-01, eta: 1 day, 0:39:04, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3465, top5_acc: 0.5889, loss_cls: 3.0060, loss: 3.0060, grad_norm: 1.3265 2020-07-24 21:16:45,472 - mmaction - INFO - Epoch [140][880/940] lr: 2.596e-01, eta: 1 day, 0:38:39, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3473, top5_acc: 0.6043, loss_cls: 2.9662, loss: 2.9662, grad_norm: 1.3293 2020-07-24 21:16:58,835 - mmaction - INFO - Epoch [140][900/940] lr: 2.596e-01, eta: 1 day, 0:38:16, time: 0.669, data_time: 0.003, memory: 9569, top1_acc: 0.3457, top5_acc: 0.5908, loss_cls: 2.9967, loss: 2.9967, grad_norm: 1.3332 2020-07-24 21:17:12,216 - mmaction - INFO - Epoch [140][920/940] lr: 2.596e-01, eta: 1 day, 0:37:53, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3596, top5_acc: 0.6072, loss_cls: 2.9505, loss: 2.9505, grad_norm: 1.3131 2020-07-24 21:17:24,973 - mmaction - INFO - Epoch [140][940/940] lr: 2.596e-01, eta: 1 day, 0:37:28, time: 0.638, data_time: 0.001, memory: 9569, top1_acc: 0.3383, top5_acc: 0.5891, loss_cls: 3.0356, loss: 3.0356, grad_norm: 1.3591 2020-07-24 21:17:29,886 - mmaction - INFO - Saving checkpoint at 140 epochs 2020-07-24 21:20:04,223 - mmaction - INFO - Epoch [141][20/940] lr: 2.560e-01, eta: 1 day, 0:42:43, time: 7.672, data_time: 6.738, memory: 9569, top1_acc: 0.3576, top5_acc: 0.5996, loss_cls: 2.9327, loss: 2.9327, grad_norm: 1.2973 2020-07-24 21:20:18,354 - mmaction - INFO - Epoch [141][40/940] lr: 2.560e-01, eta: 1 day, 0:42:22, time: 0.708, data_time: 0.002, memory: 9569, top1_acc: 0.3406, top5_acc: 0.6076, loss_cls: 2.9721, loss: 2.9721, grad_norm: 1.3347 2020-07-24 21:20:31,380 - mmaction - INFO - Epoch [141][60/940] lr: 2.560e-01, eta: 1 day, 0:41:57, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.3580, top5_acc: 0.6250, loss_cls: 2.8718, loss: 2.8718, grad_norm: 1.3437 2020-07-24 21:20:44,941 - mmaction - INFO - Epoch [141][80/940] lr: 2.560e-01, eta: 1 day, 0:41:34, time: 0.678, data_time: 0.001, memory: 9569, top1_acc: 0.3684, top5_acc: 0.6195, loss_cls: 2.8797, loss: 2.8797, grad_norm: 1.3277 2020-07-24 21:20:57,988 - mmaction - INFO - Epoch [141][100/940] lr: 2.560e-01, eta: 1 day, 0:41:10, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3533, top5_acc: 0.6018, loss_cls: 2.9654, loss: 2.9654, grad_norm: 1.3777 2020-07-24 21:21:11,693 - mmaction - INFO - Epoch [141][120/940] lr: 2.560e-01, eta: 1 day, 0:40:48, time: 0.685, data_time: 0.002, memory: 9569, top1_acc: 0.3520, top5_acc: 0.6029, loss_cls: 2.9619, loss: 2.9619, grad_norm: 1.3438 2020-07-24 21:21:25,535 - mmaction - INFO - Epoch [141][140/940] lr: 2.560e-01, eta: 1 day, 0:40:25, time: 0.692, data_time: 0.002, memory: 9569, top1_acc: 0.3498, top5_acc: 0.6146, loss_cls: 2.9179, loss: 2.9179, grad_norm: 1.3147 2020-07-24 21:21:38,426 - mmaction - INFO - Epoch [141][160/940] lr: 2.560e-01, eta: 1 day, 0:40:01, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3596, top5_acc: 0.6104, loss_cls: 2.9355, loss: 2.9355, grad_norm: 1.3197 2020-07-24 21:21:51,455 - mmaction - INFO - Epoch [141][180/940] lr: 2.560e-01, eta: 1 day, 0:39:37, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.3563, top5_acc: 0.6033, loss_cls: 2.9257, loss: 2.9257, grad_norm: 1.3438 2020-07-24 21:22:04,791 - mmaction - INFO - Epoch [141][200/940] lr: 2.560e-01, eta: 1 day, 0:39:13, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.3611, top5_acc: 0.6035, loss_cls: 2.9042, loss: 2.9042, grad_norm: 1.3479 2020-07-24 21:22:18,078 - mmaction - INFO - Epoch [141][220/940] lr: 2.560e-01, eta: 1 day, 0:38:50, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3488, top5_acc: 0.6162, loss_cls: 2.9159, loss: 2.9159, grad_norm: 1.3785 2020-07-24 21:22:31,382 - mmaction - INFO - Epoch [141][240/940] lr: 2.560e-01, eta: 1 day, 0:38:26, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.3602, top5_acc: 0.5996, loss_cls: 2.9592, loss: 2.9592, grad_norm: 1.3504 2020-07-24 21:22:44,263 - mmaction - INFO - Epoch [141][260/940] lr: 2.560e-01, eta: 1 day, 0:38:02, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3514, top5_acc: 0.5992, loss_cls: 2.9762, loss: 2.9762, grad_norm: 1.3406 2020-07-24 21:22:59,081 - mmaction - INFO - Epoch [141][280/940] lr: 2.560e-01, eta: 1 day, 0:37:42, time: 0.742, data_time: 0.002, memory: 9569, top1_acc: 0.3602, top5_acc: 0.6148, loss_cls: 2.9238, loss: 2.9238, grad_norm: 1.3390 2020-07-24 21:23:12,386 - mmaction - INFO - Epoch [141][300/940] lr: 2.560e-01, eta: 1 day, 0:37:18, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.3523, top5_acc: 0.6006, loss_cls: 2.9619, loss: 2.9619, grad_norm: 1.3639 2020-07-24 21:23:25,649 - mmaction - INFO - Epoch [141][320/940] lr: 2.560e-01, eta: 1 day, 0:36:55, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3588, top5_acc: 0.6053, loss_cls: 2.9562, loss: 2.9562, grad_norm: 1.3665 2020-07-24 21:23:39,267 - mmaction - INFO - Epoch [141][340/940] lr: 2.560e-01, eta: 1 day, 0:36:32, time: 0.682, data_time: 0.002, memory: 9569, top1_acc: 0.3477, top5_acc: 0.5951, loss_cls: 2.9970, loss: 2.9970, grad_norm: 1.3145 2020-07-24 21:23:52,216 - mmaction - INFO - Epoch [141][360/940] lr: 2.560e-01, eta: 1 day, 0:36:08, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3473, top5_acc: 0.5953, loss_cls: 2.9830, loss: 2.9830, grad_norm: 1.3330 2020-07-24 21:24:05,527 - mmaction - INFO - Epoch [141][380/940] lr: 2.560e-01, eta: 1 day, 0:35:44, time: 0.667, data_time: 0.003, memory: 9569, top1_acc: 0.3502, top5_acc: 0.5961, loss_cls: 2.9761, loss: 2.9761, grad_norm: 1.3169 2020-07-24 21:24:18,481 - mmaction - INFO - Epoch [141][400/940] lr: 2.560e-01, eta: 1 day, 0:35:20, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3514, top5_acc: 0.6021, loss_cls: 2.9727, loss: 2.9727, grad_norm: 1.3403 2020-07-24 21:24:31,840 - mmaction - INFO - Epoch [141][420/940] lr: 2.560e-01, eta: 1 day, 0:34:57, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3570, top5_acc: 0.6072, loss_cls: 2.9184, loss: 2.9184, grad_norm: 1.3036 2020-07-24 21:24:44,785 - mmaction - INFO - Epoch [141][440/940] lr: 2.560e-01, eta: 1 day, 0:34:32, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3531, top5_acc: 0.6047, loss_cls: 2.9741, loss: 2.9741, grad_norm: 1.3395 2020-07-24 21:24:57,714 - mmaction - INFO - Epoch [141][460/940] lr: 2.560e-01, eta: 1 day, 0:34:08, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3602, top5_acc: 0.6047, loss_cls: 2.9373, loss: 2.9373, grad_norm: 1.3363 2020-07-24 21:25:11,075 - mmaction - INFO - Epoch [141][480/940] lr: 2.560e-01, eta: 1 day, 0:33:45, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3504, top5_acc: 0.6021, loss_cls: 2.9555, loss: 2.9555, grad_norm: 1.3558 2020-07-24 21:25:23,986 - mmaction - INFO - Epoch [141][500/940] lr: 2.560e-01, eta: 1 day, 0:33:20, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3504, top5_acc: 0.5984, loss_cls: 2.9743, loss: 2.9743, grad_norm: 1.3446 2020-07-24 21:25:37,436 - mmaction - INFO - Epoch [141][520/940] lr: 2.560e-01, eta: 1 day, 0:32:57, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3580, top5_acc: 0.6035, loss_cls: 2.9614, loss: 2.9614, grad_norm: 1.3644 2020-07-24 21:25:50,378 - mmaction - INFO - Epoch [141][540/940] lr: 2.560e-01, eta: 1 day, 0:32:33, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3510, top5_acc: 0.6059, loss_cls: 2.9356, loss: 2.9356, grad_norm: 1.3361 2020-07-24 21:26:03,449 - mmaction - INFO - Epoch [141][560/940] lr: 2.560e-01, eta: 1 day, 0:32:09, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3490, top5_acc: 0.5957, loss_cls: 2.9619, loss: 2.9619, grad_norm: 1.3523 2020-07-24 21:26:16,885 - mmaction - INFO - Epoch [141][580/940] lr: 2.560e-01, eta: 1 day, 0:31:46, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3439, top5_acc: 0.5896, loss_cls: 3.0035, loss: 3.0035, grad_norm: 1.3430 2020-07-24 21:26:30,429 - mmaction - INFO - Epoch [141][600/940] lr: 2.560e-01, eta: 1 day, 0:31:23, time: 0.677, data_time: 0.001, memory: 9569, top1_acc: 0.3389, top5_acc: 0.6104, loss_cls: 2.9466, loss: 2.9466, grad_norm: 1.3262 2020-07-24 21:26:43,379 - mmaction - INFO - Epoch [141][620/940] lr: 2.560e-01, eta: 1 day, 0:30:59, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3436, top5_acc: 0.6033, loss_cls: 2.9871, loss: 2.9871, grad_norm: 1.3350 2020-07-24 21:26:57,646 - mmaction - INFO - Epoch [141][640/940] lr: 2.560e-01, eta: 1 day, 0:30:38, time: 0.714, data_time: 0.002, memory: 9569, top1_acc: 0.3496, top5_acc: 0.6049, loss_cls: 2.9677, loss: 2.9677, grad_norm: 1.3308 2020-07-24 21:27:10,910 - mmaction - INFO - Epoch [141][660/940] lr: 2.560e-01, eta: 1 day, 0:30:15, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3490, top5_acc: 0.6039, loss_cls: 2.9602, loss: 2.9602, grad_norm: 1.3206 2020-07-24 21:27:24,509 - mmaction - INFO - Epoch [141][680/940] lr: 2.560e-01, eta: 1 day, 0:29:52, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3512, top5_acc: 0.6062, loss_cls: 2.9467, loss: 2.9467, grad_norm: 1.3335 2020-07-24 21:27:37,474 - mmaction - INFO - Epoch [141][700/940] lr: 2.560e-01, eta: 1 day, 0:29:28, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.3516, top5_acc: 0.6037, loss_cls: 2.9738, loss: 2.9738, grad_norm: 1.3321 2020-07-24 21:27:50,414 - mmaction - INFO - Epoch [141][720/940] lr: 2.560e-01, eta: 1 day, 0:29:04, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3438, top5_acc: 0.5926, loss_cls: 3.0280, loss: 3.0280, grad_norm: 1.3164 2020-07-24 21:28:03,768 - mmaction - INFO - Epoch [141][740/940] lr: 2.560e-01, eta: 1 day, 0:28:41, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.3506, top5_acc: 0.6059, loss_cls: 2.9764, loss: 2.9764, grad_norm: 1.3235 2020-07-24 21:28:17,182 - mmaction - INFO - Epoch [141][760/940] lr: 2.560e-01, eta: 1 day, 0:28:18, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3598, top5_acc: 0.5994, loss_cls: 2.9451, loss: 2.9451, grad_norm: 1.3263 2020-07-24 21:28:30,007 - mmaction - INFO - Epoch [141][780/940] lr: 2.560e-01, eta: 1 day, 0:27:53, time: 0.642, data_time: 0.003, memory: 9569, top1_acc: 0.3514, top5_acc: 0.5992, loss_cls: 2.9676, loss: 2.9676, grad_norm: 1.3676 2020-07-24 21:28:43,528 - mmaction - INFO - Epoch [141][800/940] lr: 2.560e-01, eta: 1 day, 0:27:30, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3566, top5_acc: 0.6041, loss_cls: 2.9495, loss: 2.9495, grad_norm: 1.3240 2020-07-24 21:28:56,784 - mmaction - INFO - Epoch [141][820/940] lr: 2.560e-01, eta: 1 day, 0:27:07, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3486, top5_acc: 0.6080, loss_cls: 2.9353, loss: 2.9353, grad_norm: 1.3173 2020-07-24 21:29:09,693 - mmaction - INFO - Epoch [141][840/940] lr: 2.560e-01, eta: 1 day, 0:26:43, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.3582, top5_acc: 0.6064, loss_cls: 2.9300, loss: 2.9300, grad_norm: 1.3568 2020-07-24 21:29:23,566 - mmaction - INFO - Epoch [141][860/940] lr: 2.560e-01, eta: 1 day, 0:26:21, time: 0.693, data_time: 0.002, memory: 9569, top1_acc: 0.3510, top5_acc: 0.6016, loss_cls: 2.9691, loss: 2.9691, grad_norm: 1.3331 2020-07-24 21:29:37,111 - mmaction - INFO - Epoch [141][880/940] lr: 2.560e-01, eta: 1 day, 0:25:58, time: 0.678, data_time: 0.003, memory: 9569, top1_acc: 0.3445, top5_acc: 0.6047, loss_cls: 2.9626, loss: 2.9626, grad_norm: 1.3299 2020-07-24 21:29:49,978 - mmaction - INFO - Epoch [141][900/940] lr: 2.560e-01, eta: 1 day, 0:25:34, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3566, top5_acc: 0.6176, loss_cls: 2.9208, loss: 2.9208, grad_norm: 1.3400 2020-07-24 21:30:03,383 - mmaction - INFO - Epoch [141][920/940] lr: 2.560e-01, eta: 1 day, 0:25:11, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.3436, top5_acc: 0.5971, loss_cls: 2.9838, loss: 2.9838, grad_norm: 1.3305 2020-07-24 21:30:15,928 - mmaction - INFO - Epoch [141][940/940] lr: 2.560e-01, eta: 1 day, 0:24:46, time: 0.628, data_time: 0.002, memory: 9569, top1_acc: 0.3450, top5_acc: 0.5915, loss_cls: 3.0104, loss: 3.0104, grad_norm: 1.3423 2020-07-24 21:33:07,141 - mmaction - INFO - Epoch [142][20/940] lr: 2.523e-01, eta: 1 day, 0:30:23, time: 8.336, data_time: 6.907, memory: 9569, top1_acc: 0.3484, top5_acc: 0.6088, loss_cls: 2.9651, loss: 2.9651, grad_norm: 1.3258 2020-07-24 21:33:20,149 - mmaction - INFO - Epoch [142][40/940] lr: 2.523e-01, eta: 1 day, 0:29:59, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3527, top5_acc: 0.6055, loss_cls: 2.9409, loss: 2.9409, grad_norm: 1.3468 2020-07-24 21:33:33,847 - mmaction - INFO - Epoch [142][60/940] lr: 2.523e-01, eta: 1 day, 0:29:36, time: 0.685, data_time: 0.002, memory: 9569, top1_acc: 0.3527, top5_acc: 0.6000, loss_cls: 2.9524, loss: 2.9524, grad_norm: 1.3197 2020-07-24 21:33:47,549 - mmaction - INFO - Epoch [142][80/940] lr: 2.523e-01, eta: 1 day, 0:29:14, time: 0.685, data_time: 0.003, memory: 9569, top1_acc: 0.3521, top5_acc: 0.6041, loss_cls: 2.9579, loss: 2.9579, grad_norm: 1.3490 2020-07-24 21:34:01,167 - mmaction - INFO - Epoch [142][100/940] lr: 2.523e-01, eta: 1 day, 0:28:51, time: 0.681, data_time: 0.002, memory: 9569, top1_acc: 0.3543, top5_acc: 0.6131, loss_cls: 2.9447, loss: 2.9447, grad_norm: 1.3436 2020-07-24 21:34:15,415 - mmaction - INFO - Epoch [142][120/940] lr: 2.523e-01, eta: 1 day, 0:28:30, time: 0.710, data_time: 0.003, memory: 9569, top1_acc: 0.3467, top5_acc: 0.5990, loss_cls: 2.9888, loss: 2.9888, grad_norm: 1.3480 2020-07-24 21:34:28,284 - mmaction - INFO - Epoch [142][140/940] lr: 2.523e-01, eta: 1 day, 0:28:06, time: 0.646, data_time: 0.004, memory: 9569, top1_acc: 0.3477, top5_acc: 0.6021, loss_cls: 2.9533, loss: 2.9533, grad_norm: 1.3439 2020-07-24 21:34:41,204 - mmaction - INFO - Epoch [142][160/940] lr: 2.523e-01, eta: 1 day, 0:27:41, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3420, top5_acc: 0.6016, loss_cls: 2.9669, loss: 2.9669, grad_norm: 1.3501 2020-07-24 21:34:54,971 - mmaction - INFO - Epoch [142][180/940] lr: 2.523e-01, eta: 1 day, 0:27:19, time: 0.688, data_time: 0.002, memory: 9569, top1_acc: 0.3471, top5_acc: 0.6061, loss_cls: 2.9353, loss: 2.9353, grad_norm: 1.3343 2020-07-24 21:35:08,015 - mmaction - INFO - Epoch [142][200/940] lr: 2.523e-01, eta: 1 day, 0:26:55, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3379, top5_acc: 0.5941, loss_cls: 2.9907, loss: 2.9907, grad_norm: 1.3272 2020-07-24 21:35:21,283 - mmaction - INFO - Epoch [142][220/940] lr: 2.523e-01, eta: 1 day, 0:26:32, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.3463, top5_acc: 0.6160, loss_cls: 2.9307, loss: 2.9307, grad_norm: 1.3285 2020-07-24 21:35:34,192 - mmaction - INFO - Epoch [142][240/940] lr: 2.523e-01, eta: 1 day, 0:26:07, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.3486, top5_acc: 0.6033, loss_cls: 2.9702, loss: 2.9702, grad_norm: 1.3361 2020-07-24 21:35:48,074 - mmaction - INFO - Epoch [142][260/940] lr: 2.523e-01, eta: 1 day, 0:25:45, time: 0.694, data_time: 0.002, memory: 9569, top1_acc: 0.3604, top5_acc: 0.6117, loss_cls: 2.9004, loss: 2.9004, grad_norm: 1.3410 2020-07-24 21:36:00,985 - mmaction - INFO - Epoch [142][280/940] lr: 2.523e-01, eta: 1 day, 0:25:21, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3615, top5_acc: 0.6318, loss_cls: 2.8495, loss: 2.8495, grad_norm: 1.3738 2020-07-24 21:36:14,474 - mmaction - INFO - Epoch [142][300/940] lr: 2.523e-01, eta: 1 day, 0:24:58, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3537, top5_acc: 0.6027, loss_cls: 2.9481, loss: 2.9481, grad_norm: 1.3645 2020-07-24 21:36:28,322 - mmaction - INFO - Epoch [142][320/940] lr: 2.523e-01, eta: 1 day, 0:24:36, time: 0.693, data_time: 0.003, memory: 9569, top1_acc: 0.3451, top5_acc: 0.6023, loss_cls: 2.9662, loss: 2.9662, grad_norm: 1.3237 2020-07-24 21:36:41,209 - mmaction - INFO - Epoch [142][340/940] lr: 2.523e-01, eta: 1 day, 0:24:12, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3498, top5_acc: 0.5988, loss_cls: 2.9719, loss: 2.9719, grad_norm: 1.3485 2020-07-24 21:36:54,688 - mmaction - INFO - Epoch [142][360/940] lr: 2.523e-01, eta: 1 day, 0:23:49, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3402, top5_acc: 0.6105, loss_cls: 2.9607, loss: 2.9607, grad_norm: 1.3618 2020-07-24 21:37:07,972 - mmaction - INFO - Epoch [142][380/940] lr: 2.523e-01, eta: 1 day, 0:23:26, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3570, top5_acc: 0.6014, loss_cls: 2.9635, loss: 2.9635, grad_norm: 1.3209 2020-07-24 21:37:21,352 - mmaction - INFO - Epoch [142][400/940] lr: 2.523e-01, eta: 1 day, 0:23:03, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3545, top5_acc: 0.6051, loss_cls: 2.9257, loss: 2.9257, grad_norm: 1.3564 2020-07-24 21:37:34,229 - mmaction - INFO - Epoch [142][420/940] lr: 2.523e-01, eta: 1 day, 0:22:39, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3402, top5_acc: 0.6006, loss_cls: 2.9784, loss: 2.9784, grad_norm: 1.3694 2020-07-24 21:37:47,683 - mmaction - INFO - Epoch [142][440/940] lr: 2.523e-01, eta: 1 day, 0:22:16, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3547, top5_acc: 0.6074, loss_cls: 2.9249, loss: 2.9249, grad_norm: 1.3617 2020-07-24 21:38:01,127 - mmaction - INFO - Epoch [142][460/940] lr: 2.523e-01, eta: 1 day, 0:21:53, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3521, top5_acc: 0.6008, loss_cls: 2.9664, loss: 2.9664, grad_norm: 1.3315 2020-07-24 21:38:14,389 - mmaction - INFO - Epoch [142][480/940] lr: 2.523e-01, eta: 1 day, 0:21:30, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3676, top5_acc: 0.6086, loss_cls: 2.8925, loss: 2.8925, grad_norm: 1.3274 2020-07-24 21:38:27,602 - mmaction - INFO - Epoch [142][500/940] lr: 2.523e-01, eta: 1 day, 0:21:06, time: 0.660, data_time: 0.002, memory: 9569, top1_acc: 0.3580, top5_acc: 0.6016, loss_cls: 2.9637, loss: 2.9637, grad_norm: 1.3448 2020-07-24 21:38:40,615 - mmaction - INFO - Epoch [142][520/940] lr: 2.523e-01, eta: 1 day, 0:20:42, time: 0.650, data_time: 0.003, memory: 9569, top1_acc: 0.3498, top5_acc: 0.6066, loss_cls: 2.9735, loss: 2.9735, grad_norm: 1.3511 2020-07-24 21:38:54,429 - mmaction - INFO - Epoch [142][540/940] lr: 2.523e-01, eta: 1 day, 0:20:20, time: 0.691, data_time: 0.002, memory: 9569, top1_acc: 0.3553, top5_acc: 0.6051, loss_cls: 2.9670, loss: 2.9670, grad_norm: 1.3617 2020-07-24 21:39:07,543 - mmaction - INFO - Epoch [142][560/940] lr: 2.523e-01, eta: 1 day, 0:19:57, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.3490, top5_acc: 0.5977, loss_cls: 2.9953, loss: 2.9953, grad_norm: 1.3492 2020-07-24 21:39:20,489 - mmaction - INFO - Epoch [142][580/940] lr: 2.523e-01, eta: 1 day, 0:19:33, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3492, top5_acc: 0.5990, loss_cls: 3.0006, loss: 3.0006, grad_norm: 1.3641 2020-07-24 21:39:33,913 - mmaction - INFO - Epoch [142][600/940] lr: 2.523e-01, eta: 1 day, 0:19:10, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 2.9338, loss: 2.9338, grad_norm: 1.3271 2020-07-24 21:39:46,798 - mmaction - INFO - Epoch [142][620/940] lr: 2.523e-01, eta: 1 day, 0:18:46, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.3414, top5_acc: 0.5908, loss_cls: 3.0013, loss: 3.0013, grad_norm: 1.3342 2020-07-24 21:40:00,908 - mmaction - INFO - Epoch [142][640/940] lr: 2.523e-01, eta: 1 day, 0:18:24, time: 0.705, data_time: 0.001, memory: 9569, top1_acc: 0.3646, top5_acc: 0.6086, loss_cls: 2.9383, loss: 2.9383, grad_norm: 1.3371 2020-07-24 21:40:13,832 - mmaction - INFO - Epoch [142][660/940] lr: 2.523e-01, eta: 1 day, 0:18:00, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3678, top5_acc: 0.6055, loss_cls: 2.9177, loss: 2.9177, grad_norm: 1.3541 2020-07-24 21:40:26,718 - mmaction - INFO - Epoch [142][680/940] lr: 2.523e-01, eta: 1 day, 0:17:36, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3576, top5_acc: 0.6137, loss_cls: 2.9225, loss: 2.9225, grad_norm: 1.3419 2020-07-24 21:40:39,681 - mmaction - INFO - Epoch [142][700/940] lr: 2.523e-01, eta: 1 day, 0:17:12, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.3473, top5_acc: 0.5947, loss_cls: 2.9748, loss: 2.9748, grad_norm: 1.3432 2020-07-24 21:40:53,692 - mmaction - INFO - Epoch [142][720/940] lr: 2.523e-01, eta: 1 day, 0:16:51, time: 0.701, data_time: 0.002, memory: 9569, top1_acc: 0.3531, top5_acc: 0.6068, loss_cls: 2.9266, loss: 2.9266, grad_norm: 1.3263 2020-07-24 21:41:06,948 - mmaction - INFO - Epoch [142][740/940] lr: 2.523e-01, eta: 1 day, 0:16:28, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3436, top5_acc: 0.5947, loss_cls: 2.9888, loss: 2.9888, grad_norm: 1.3785 2020-07-24 21:41:20,794 - mmaction - INFO - Epoch [142][760/940] lr: 2.523e-01, eta: 1 day, 0:16:06, time: 0.692, data_time: 0.002, memory: 9569, top1_acc: 0.3346, top5_acc: 0.6014, loss_cls: 2.9861, loss: 2.9861, grad_norm: 1.3588 2020-07-24 21:41:34,198 - mmaction - INFO - Epoch [142][780/940] lr: 2.523e-01, eta: 1 day, 0:15:43, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3613, top5_acc: 0.6035, loss_cls: 2.9657, loss: 2.9657, grad_norm: 1.3255 2020-07-24 21:41:47,241 - mmaction - INFO - Epoch [142][800/940] lr: 2.523e-01, eta: 1 day, 0:15:19, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.3592, top5_acc: 0.6127, loss_cls: 2.9315, loss: 2.9315, grad_norm: 1.3164 2020-07-24 21:42:00,713 - mmaction - INFO - Epoch [142][820/940] lr: 2.523e-01, eta: 1 day, 0:14:56, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3506, top5_acc: 0.6068, loss_cls: 2.9448, loss: 2.9448, grad_norm: 1.3779 2020-07-24 21:42:13,558 - mmaction - INFO - Epoch [142][840/940] lr: 2.523e-01, eta: 1 day, 0:14:32, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3445, top5_acc: 0.5896, loss_cls: 3.0082, loss: 3.0082, grad_norm: 1.3549 2020-07-24 21:42:26,982 - mmaction - INFO - Epoch [142][860/940] lr: 2.523e-01, eta: 1 day, 0:14:09, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3613, top5_acc: 0.6119, loss_cls: 2.9158, loss: 2.9158, grad_norm: 1.3281 2020-07-24 21:42:40,015 - mmaction - INFO - Epoch [142][880/940] lr: 2.523e-01, eta: 1 day, 0:13:46, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3416, top5_acc: 0.6051, loss_cls: 2.9601, loss: 2.9601, grad_norm: 1.3846 2020-07-24 21:42:53,973 - mmaction - INFO - Epoch [142][900/940] lr: 2.523e-01, eta: 1 day, 0:13:24, time: 0.698, data_time: 0.002, memory: 9569, top1_acc: 0.3484, top5_acc: 0.5988, loss_cls: 2.9730, loss: 2.9730, grad_norm: 1.3452 2020-07-24 21:43:07,695 - mmaction - INFO - Epoch [142][920/940] lr: 2.523e-01, eta: 1 day, 0:13:02, time: 0.686, data_time: 0.002, memory: 9569, top1_acc: 0.3604, top5_acc: 0.6064, loss_cls: 2.9203, loss: 2.9203, grad_norm: 1.3390 2020-07-24 21:43:19,868 - mmaction - INFO - Epoch [142][940/940] lr: 2.523e-01, eta: 1 day, 0:12:37, time: 0.610, data_time: 0.002, memory: 9569, top1_acc: 0.3302, top5_acc: 0.5929, loss_cls: 3.0261, loss: 3.0261, grad_norm: 1.3699 2020-07-24 21:46:14,119 - mmaction - INFO - Epoch [143][20/940] lr: 2.487e-01, eta: 1 day, 0:18:07, time: 8.415, data_time: 6.084, memory: 9569, top1_acc: 0.3555, top5_acc: 0.6104, loss_cls: 2.9024, loss: 2.9024, grad_norm: 1.3760 2020-07-24 21:46:26,931 - mmaction - INFO - Epoch [143][40/940] lr: 2.487e-01, eta: 1 day, 0:17:42, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3445, top5_acc: 0.6025, loss_cls: 2.9745, loss: 2.9745, grad_norm: 1.3821 2020-07-24 21:46:40,170 - mmaction - INFO - Epoch [143][60/940] lr: 2.487e-01, eta: 1 day, 0:17:19, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.3605, top5_acc: 0.6039, loss_cls: 2.9167, loss: 2.9167, grad_norm: 1.3405 2020-07-24 21:46:53,039 - mmaction - INFO - Epoch [143][80/940] lr: 2.487e-01, eta: 1 day, 0:16:55, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.3607, top5_acc: 0.6143, loss_cls: 2.9181, loss: 2.9181, grad_norm: 1.3592 2020-07-24 21:47:06,363 - mmaction - INFO - Epoch [143][100/940] lr: 2.487e-01, eta: 1 day, 0:16:32, time: 0.667, data_time: 0.003, memory: 9569, top1_acc: 0.3459, top5_acc: 0.6061, loss_cls: 2.9477, loss: 2.9477, grad_norm: 1.3777 2020-07-24 21:47:19,584 - mmaction - INFO - Epoch [143][120/940] lr: 2.487e-01, eta: 1 day, 0:16:08, time: 0.661, data_time: 0.001, memory: 9569, top1_acc: 0.3547, top5_acc: 0.6096, loss_cls: 2.9442, loss: 2.9442, grad_norm: 1.3451 2020-07-24 21:47:32,591 - mmaction - INFO - Epoch [143][140/940] lr: 2.487e-01, eta: 1 day, 0:15:45, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3447, top5_acc: 0.6064, loss_cls: 2.9765, loss: 2.9765, grad_norm: 1.3553 2020-07-24 21:47:45,519 - mmaction - INFO - Epoch [143][160/940] lr: 2.487e-01, eta: 1 day, 0:15:20, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3551, top5_acc: 0.6125, loss_cls: 2.9083, loss: 2.9083, grad_norm: 1.3478 2020-07-24 21:47:59,110 - mmaction - INFO - Epoch [143][180/940] lr: 2.487e-01, eta: 1 day, 0:14:58, time: 0.681, data_time: 0.003, memory: 9569, top1_acc: 0.3531, top5_acc: 0.6117, loss_cls: 2.9184, loss: 2.9184, grad_norm: 1.3420 2020-07-24 21:48:12,047 - mmaction - INFO - Epoch [143][200/940] lr: 2.487e-01, eta: 1 day, 0:14:34, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3727, top5_acc: 0.6148, loss_cls: 2.8738, loss: 2.8738, grad_norm: 1.3484 2020-07-24 21:48:24,943 - mmaction - INFO - Epoch [143][220/940] lr: 2.487e-01, eta: 1 day, 0:14:10, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.3342, top5_acc: 0.6014, loss_cls: 2.9715, loss: 2.9715, grad_norm: 1.3806 2020-07-24 21:48:38,381 - mmaction - INFO - Epoch [143][240/940] lr: 2.487e-01, eta: 1 day, 0:13:47, time: 0.674, data_time: 0.003, memory: 9569, top1_acc: 0.3457, top5_acc: 0.6133, loss_cls: 2.9220, loss: 2.9220, grad_norm: 1.3521 2020-07-24 21:48:52,100 - mmaction - INFO - Epoch [143][260/940] lr: 2.487e-01, eta: 1 day, 0:13:25, time: 0.685, data_time: 0.001, memory: 9569, top1_acc: 0.3570, top5_acc: 0.6092, loss_cls: 2.9370, loss: 2.9370, grad_norm: 1.3418 2020-07-24 21:49:05,000 - mmaction - INFO - Epoch [143][280/940] lr: 2.487e-01, eta: 1 day, 0:13:01, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3479, top5_acc: 0.6107, loss_cls: 2.9131, loss: 2.9131, grad_norm: 1.3444 2020-07-24 21:49:18,691 - mmaction - INFO - Epoch [143][300/940] lr: 2.487e-01, eta: 1 day, 0:12:39, time: 0.683, data_time: 0.001, memory: 9569, top1_acc: 0.3535, top5_acc: 0.6117, loss_cls: 2.9043, loss: 2.9043, grad_norm: 1.3641 2020-07-24 21:49:31,831 - mmaction - INFO - Epoch [143][320/940] lr: 2.487e-01, eta: 1 day, 0:12:15, time: 0.657, data_time: 0.003, memory: 9569, top1_acc: 0.3520, top5_acc: 0.5947, loss_cls: 2.9476, loss: 2.9476, grad_norm: 1.3512 2020-07-24 21:49:45,060 - mmaction - INFO - Epoch [143][340/940] lr: 2.487e-01, eta: 1 day, 0:11:52, time: 0.662, data_time: 0.003, memory: 9569, top1_acc: 0.3525, top5_acc: 0.6074, loss_cls: 2.9366, loss: 2.9366, grad_norm: 1.3437 2020-07-24 21:49:58,221 - mmaction - INFO - Epoch [143][360/940] lr: 2.487e-01, eta: 1 day, 0:11:28, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.3660, top5_acc: 0.6188, loss_cls: 2.8721, loss: 2.8721, grad_norm: 1.3497 2020-07-24 21:50:12,250 - mmaction - INFO - Epoch [143][380/940] lr: 2.487e-01, eta: 1 day, 0:11:07, time: 0.702, data_time: 0.001, memory: 9569, top1_acc: 0.3559, top5_acc: 0.6076, loss_cls: 2.9432, loss: 2.9432, grad_norm: 1.3682 2020-07-24 21:50:25,624 - mmaction - INFO - Epoch [143][400/940] lr: 2.487e-01, eta: 1 day, 0:10:44, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.3492, top5_acc: 0.6057, loss_cls: 2.9408, loss: 2.9408, grad_norm: 1.3362 2020-07-24 21:50:39,311 - mmaction - INFO - Epoch [143][420/940] lr: 2.487e-01, eta: 1 day, 0:10:22, time: 0.685, data_time: 0.002, memory: 9569, top1_acc: 0.3619, top5_acc: 0.6061, loss_cls: 2.9695, loss: 2.9695, grad_norm: 1.3564 2020-07-24 21:50:52,374 - mmaction - INFO - Epoch [143][440/940] lr: 2.487e-01, eta: 1 day, 0:09:58, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.3469, top5_acc: 0.5982, loss_cls: 2.9823, loss: 2.9823, grad_norm: 1.3367 2020-07-24 21:51:05,668 - mmaction - INFO - Epoch [143][460/940] lr: 2.487e-01, eta: 1 day, 0:09:35, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.3521, top5_acc: 0.5969, loss_cls: 2.9694, loss: 2.9694, grad_norm: 1.3283 2020-07-24 21:51:18,582 - mmaction - INFO - Epoch [143][480/940] lr: 2.487e-01, eta: 1 day, 0:09:11, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3621, top5_acc: 0.6092, loss_cls: 2.9288, loss: 2.9288, grad_norm: 1.3205 2020-07-24 21:51:32,300 - mmaction - INFO - Epoch [143][500/940] lr: 2.487e-01, eta: 1 day, 0:08:49, time: 0.686, data_time: 0.003, memory: 9569, top1_acc: 0.3736, top5_acc: 0.6145, loss_cls: 2.8523, loss: 2.8523, grad_norm: 1.3149 2020-07-24 21:51:45,307 - mmaction - INFO - Epoch [143][520/940] lr: 2.487e-01, eta: 1 day, 0:08:26, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.3535, top5_acc: 0.6100, loss_cls: 2.9358, loss: 2.9358, grad_norm: 1.3695 2020-07-24 21:51:58,185 - mmaction - INFO - Epoch [143][540/940] lr: 2.487e-01, eta: 1 day, 0:08:02, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3514, top5_acc: 0.6006, loss_cls: 2.9380, loss: 2.9380, grad_norm: 1.3547 2020-07-24 21:52:11,642 - mmaction - INFO - Epoch [143][560/940] lr: 2.487e-01, eta: 1 day, 0:07:39, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3543, top5_acc: 0.6072, loss_cls: 2.9341, loss: 2.9341, grad_norm: 1.3613 2020-07-24 21:52:24,634 - mmaction - INFO - Epoch [143][580/940] lr: 2.487e-01, eta: 1 day, 0:07:15, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3445, top5_acc: 0.5994, loss_cls: 2.9874, loss: 2.9874, grad_norm: 1.3632 2020-07-24 21:52:38,396 - mmaction - INFO - Epoch [143][600/940] lr: 2.487e-01, eta: 1 day, 0:06:53, time: 0.689, data_time: 0.002, memory: 9569, top1_acc: 0.3529, top5_acc: 0.5945, loss_cls: 2.9772, loss: 2.9772, grad_norm: 1.3210 2020-07-24 21:52:51,428 - mmaction - INFO - Epoch [143][620/940] lr: 2.487e-01, eta: 1 day, 0:06:30, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.3594, top5_acc: 0.6098, loss_cls: 2.9280, loss: 2.9280, grad_norm: 1.3488 2020-07-24 21:53:06,779 - mmaction - INFO - Epoch [143][640/940] lr: 2.487e-01, eta: 1 day, 0:06:11, time: 0.767, data_time: 0.001, memory: 9569, top1_acc: 0.3506, top5_acc: 0.6025, loss_cls: 2.9604, loss: 2.9604, grad_norm: 1.3650 2020-07-24 21:53:20,292 - mmaction - INFO - Epoch [143][660/940] lr: 2.487e-01, eta: 1 day, 0:05:49, time: 0.675, data_time: 0.001, memory: 9569, top1_acc: 0.3500, top5_acc: 0.6096, loss_cls: 2.9355, loss: 2.9355, grad_norm: 1.3353 2020-07-24 21:53:33,302 - mmaction - INFO - Epoch [143][680/940] lr: 2.487e-01, eta: 1 day, 0:05:25, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.3436, top5_acc: 0.6016, loss_cls: 2.9532, loss: 2.9532, grad_norm: 1.3611 2020-07-24 21:53:46,801 - mmaction - INFO - Epoch [143][700/940] lr: 2.487e-01, eta: 1 day, 0:05:03, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3715, top5_acc: 0.6211, loss_cls: 2.8840, loss: 2.8840, grad_norm: 1.3535 2020-07-24 21:53:59,764 - mmaction - INFO - Epoch [143][720/940] lr: 2.487e-01, eta: 1 day, 0:04:39, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3531, top5_acc: 0.6078, loss_cls: 2.9261, loss: 2.9261, grad_norm: 1.3686 2020-07-24 21:54:12,691 - mmaction - INFO - Epoch [143][740/940] lr: 2.487e-01, eta: 1 day, 0:04:15, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3447, top5_acc: 0.5982, loss_cls: 2.9700, loss: 2.9700, grad_norm: 1.3699 2020-07-24 21:54:25,988 - mmaction - INFO - Epoch [143][760/940] lr: 2.487e-01, eta: 1 day, 0:03:52, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.3305, top5_acc: 0.5891, loss_cls: 3.0314, loss: 3.0314, grad_norm: 1.3471 2020-07-24 21:54:38,887 - mmaction - INFO - Epoch [143][780/940] lr: 2.487e-01, eta: 1 day, 0:03:28, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3566, top5_acc: 0.6070, loss_cls: 2.9298, loss: 2.9298, grad_norm: 1.3343 2020-07-24 21:54:52,291 - mmaction - INFO - Epoch [143][800/940] lr: 2.487e-01, eta: 1 day, 0:03:06, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3498, top5_acc: 0.6061, loss_cls: 2.9781, loss: 2.9781, grad_norm: 1.3357 2020-07-24 21:55:05,236 - mmaction - INFO - Epoch [143][820/940] lr: 2.487e-01, eta: 1 day, 0:02:42, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3561, top5_acc: 0.6062, loss_cls: 2.9739, loss: 2.9739, grad_norm: 1.3440 2020-07-24 21:55:18,184 - mmaction - INFO - Epoch [143][840/940] lr: 2.487e-01, eta: 1 day, 0:02:18, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3457, top5_acc: 0.5959, loss_cls: 2.9949, loss: 2.9949, grad_norm: 1.3517 2020-07-24 21:55:32,051 - mmaction - INFO - Epoch [143][860/940] lr: 2.487e-01, eta: 1 day, 0:01:57, time: 0.694, data_time: 0.002, memory: 9569, top1_acc: 0.3502, top5_acc: 0.6000, loss_cls: 2.9462, loss: 2.9462, grad_norm: 1.3320 2020-07-24 21:55:45,029 - mmaction - INFO - Epoch [143][880/940] lr: 2.487e-01, eta: 1 day, 0:01:33, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3549, top5_acc: 0.5996, loss_cls: 2.9650, loss: 2.9650, grad_norm: 1.3348 2020-07-24 21:55:58,926 - mmaction - INFO - Epoch [143][900/940] lr: 2.487e-01, eta: 1 day, 0:01:11, time: 0.695, data_time: 0.002, memory: 9569, top1_acc: 0.3613, top5_acc: 0.6188, loss_cls: 2.8940, loss: 2.8940, grad_norm: 1.3281 2020-07-24 21:56:11,980 - mmaction - INFO - Epoch [143][920/940] lr: 2.487e-01, eta: 1 day, 0:00:48, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3492, top5_acc: 0.6070, loss_cls: 2.9285, loss: 2.9285, grad_norm: 1.3862 2020-07-24 21:56:24,156 - mmaction - INFO - Epoch [143][940/940] lr: 2.487e-01, eta: 1 day, 0:00:23, time: 0.609, data_time: 0.001, memory: 9569, top1_acc: 0.3381, top5_acc: 0.5935, loss_cls: 3.0140, loss: 3.0140, grad_norm: 1.3721 2020-07-24 21:58:54,853 - mmaction - INFO - Epoch [144][20/940] lr: 2.451e-01, eta: 1 day, 0:04:57, time: 7.382, data_time: 6.650, memory: 9569, top1_acc: 0.3465, top5_acc: 0.5957, loss_cls: 2.9724, loss: 2.9724, grad_norm: 1.3665 2020-07-24 21:59:07,724 - mmaction - INFO - Epoch [144][40/940] lr: 2.451e-01, eta: 1 day, 0:04:33, time: 0.644, data_time: 0.003, memory: 9569, top1_acc: 0.3736, top5_acc: 0.6197, loss_cls: 2.8523, loss: 2.8523, grad_norm: 1.3419 2020-07-24 21:59:21,175 - mmaction - INFO - Epoch [144][60/940] lr: 2.451e-01, eta: 1 day, 0:04:11, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3660, top5_acc: 0.6164, loss_cls: 2.8992, loss: 2.8992, grad_norm: 1.3535 2020-07-24 21:59:34,011 - mmaction - INFO - Epoch [144][80/940] lr: 2.451e-01, eta: 1 day, 0:03:47, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3518, top5_acc: 0.6104, loss_cls: 2.9498, loss: 2.9498, grad_norm: 1.3745 2020-07-24 21:59:47,787 - mmaction - INFO - Epoch [144][100/940] lr: 2.451e-01, eta: 1 day, 0:03:25, time: 0.689, data_time: 0.002, memory: 9569, top1_acc: 0.3479, top5_acc: 0.6018, loss_cls: 2.9631, loss: 2.9631, grad_norm: 1.3612 2020-07-24 22:00:00,642 - mmaction - INFO - Epoch [144][120/940] lr: 2.451e-01, eta: 1 day, 0:03:01, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3709, top5_acc: 0.6203, loss_cls: 2.8659, loss: 2.8659, grad_norm: 1.3419 2020-07-24 22:00:18,542 - mmaction - INFO - Epoch [144][140/940] lr: 2.451e-01, eta: 1 day, 0:02:48, time: 0.893, data_time: 0.003, memory: 9569, top1_acc: 0.3695, top5_acc: 0.6188, loss_cls: 2.8631, loss: 2.8631, grad_norm: 1.3435 2020-07-24 22:00:31,497 - mmaction - INFO - Epoch [144][160/940] lr: 2.451e-01, eta: 1 day, 0:02:24, time: 0.650, data_time: 0.006, memory: 9569, top1_acc: 0.3547, top5_acc: 0.6092, loss_cls: 2.9154, loss: 2.9154, grad_norm: 1.3485 2020-07-24 22:00:44,483 - mmaction - INFO - Epoch [144][180/940] lr: 2.451e-01, eta: 1 day, 0:02:00, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3766, top5_acc: 0.6248, loss_cls: 2.8564, loss: 2.8564, grad_norm: 1.3454 2020-07-24 22:00:58,308 - mmaction - INFO - Epoch [144][200/940] lr: 2.451e-01, eta: 1 day, 0:01:39, time: 0.691, data_time: 0.002, memory: 9569, top1_acc: 0.3525, top5_acc: 0.6062, loss_cls: 2.9575, loss: 2.9575, grad_norm: 1.3852 2020-07-24 22:01:11,369 - mmaction - INFO - Epoch [144][220/940] lr: 2.451e-01, eta: 1 day, 0:01:15, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3547, top5_acc: 0.5926, loss_cls: 2.9827, loss: 2.9827, grad_norm: 1.3552 2020-07-24 22:01:25,107 - mmaction - INFO - Epoch [144][240/940] lr: 2.451e-01, eta: 1 day, 0:00:53, time: 0.686, data_time: 0.001, memory: 9569, top1_acc: 0.3539, top5_acc: 0.6096, loss_cls: 2.9213, loss: 2.9213, grad_norm: 1.3377 2020-07-24 22:01:38,416 - mmaction - INFO - Epoch [144][260/940] lr: 2.451e-01, eta: 1 day, 0:00:30, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.3553, top5_acc: 0.6107, loss_cls: 2.9334, loss: 2.9334, grad_norm: 1.3503 2020-07-24 22:01:51,991 - mmaction - INFO - Epoch [144][280/940] lr: 2.451e-01, eta: 1 day, 0:00:08, time: 0.679, data_time: 0.003, memory: 9569, top1_acc: 0.3598, top5_acc: 0.6102, loss_cls: 2.9296, loss: 2.9296, grad_norm: 1.3731 2020-07-24 22:02:05,283 - mmaction - INFO - Epoch [144][300/940] lr: 2.451e-01, eta: 23:59:45, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3576, top5_acc: 0.6035, loss_cls: 2.9364, loss: 2.9364, grad_norm: 1.3721 2020-07-24 22:02:18,633 - mmaction - INFO - Epoch [144][320/940] lr: 2.451e-01, eta: 23:59:22, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3547, top5_acc: 0.6070, loss_cls: 2.9410, loss: 2.9410, grad_norm: 1.3626 2020-07-24 22:02:31,615 - mmaction - INFO - Epoch [144][340/940] lr: 2.451e-01, eta: 23:58:59, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.3520, top5_acc: 0.6051, loss_cls: 2.9266, loss: 2.9266, grad_norm: 1.3535 2020-07-24 22:02:44,479 - mmaction - INFO - Epoch [144][360/940] lr: 2.451e-01, eta: 23:58:35, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3451, top5_acc: 0.6084, loss_cls: 2.9712, loss: 2.9712, grad_norm: 1.3766 2020-07-24 22:02:58,003 - mmaction - INFO - Epoch [144][380/940] lr: 2.451e-01, eta: 23:58:12, time: 0.677, data_time: 0.003, memory: 9569, top1_acc: 0.3500, top5_acc: 0.6033, loss_cls: 2.9600, loss: 2.9600, grad_norm: 1.3471 2020-07-24 22:03:11,372 - mmaction - INFO - Epoch [144][400/940] lr: 2.451e-01, eta: 23:57:50, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3545, top5_acc: 0.6115, loss_cls: 2.9640, loss: 2.9640, grad_norm: 1.3807 2020-07-24 22:03:24,288 - mmaction - INFO - Epoch [144][420/940] lr: 2.451e-01, eta: 23:57:26, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3520, top5_acc: 0.5932, loss_cls: 2.9723, loss: 2.9723, grad_norm: 1.3539 2020-07-24 22:03:38,249 - mmaction - INFO - Epoch [144][440/940] lr: 2.451e-01, eta: 23:57:04, time: 0.698, data_time: 0.002, memory: 9569, top1_acc: 0.3445, top5_acc: 0.6129, loss_cls: 2.9488, loss: 2.9488, grad_norm: 1.3575 2020-07-24 22:03:51,509 - mmaction - INFO - Epoch [144][460/940] lr: 2.451e-01, eta: 23:56:41, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.3586, top5_acc: 0.6031, loss_cls: 2.9239, loss: 2.9239, grad_norm: 1.3694 2020-07-24 22:04:04,774 - mmaction - INFO - Epoch [144][480/940] lr: 2.451e-01, eta: 23:56:19, time: 0.664, data_time: 0.003, memory: 9569, top1_acc: 0.3449, top5_acc: 0.6002, loss_cls: 2.9779, loss: 2.9779, grad_norm: 1.3882 2020-07-24 22:04:18,145 - mmaction - INFO - Epoch [144][500/940] lr: 2.451e-01, eta: 23:55:56, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3557, top5_acc: 0.6037, loss_cls: 2.9504, loss: 2.9504, grad_norm: 1.3403 2020-07-24 22:04:31,701 - mmaction - INFO - Epoch [144][520/940] lr: 2.451e-01, eta: 23:55:34, time: 0.679, data_time: 0.004, memory: 9569, top1_acc: 0.3518, top5_acc: 0.6094, loss_cls: 2.9198, loss: 2.9198, grad_norm: 1.3456 2020-07-24 22:04:44,642 - mmaction - INFO - Epoch [144][540/940] lr: 2.451e-01, eta: 23:55:10, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3539, top5_acc: 0.6041, loss_cls: 2.9460, loss: 2.9460, grad_norm: 1.3334 2020-07-24 22:04:58,054 - mmaction - INFO - Epoch [144][560/940] lr: 2.451e-01, eta: 23:54:47, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3613, top5_acc: 0.6043, loss_cls: 2.9402, loss: 2.9402, grad_norm: 1.3580 2020-07-24 22:05:11,744 - mmaction - INFO - Epoch [144][580/940] lr: 2.451e-01, eta: 23:54:25, time: 0.685, data_time: 0.002, memory: 9569, top1_acc: 0.3477, top5_acc: 0.6062, loss_cls: 2.9569, loss: 2.9569, grad_norm: 1.3538 2020-07-24 22:05:24,564 - mmaction - INFO - Epoch [144][600/940] lr: 2.451e-01, eta: 23:54:02, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.3604, top5_acc: 0.6125, loss_cls: 2.9218, loss: 2.9218, grad_norm: 1.3457 2020-07-24 22:05:37,895 - mmaction - INFO - Epoch [144][620/940] lr: 2.451e-01, eta: 23:53:39, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.3510, top5_acc: 0.6143, loss_cls: 2.9360, loss: 2.9360, grad_norm: 1.3719 2020-07-24 22:05:50,860 - mmaction - INFO - Epoch [144][640/940] lr: 2.451e-01, eta: 23:53:15, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3611, top5_acc: 0.6053, loss_cls: 2.9323, loss: 2.9323, grad_norm: 1.3319 2020-07-24 22:06:03,765 - mmaction - INFO - Epoch [144][660/940] lr: 2.451e-01, eta: 23:52:52, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3611, top5_acc: 0.6186, loss_cls: 2.8926, loss: 2.8926, grad_norm: 1.3789 2020-07-24 22:06:17,542 - mmaction - INFO - Epoch [144][680/940] lr: 2.451e-01, eta: 23:52:30, time: 0.689, data_time: 0.002, memory: 9569, top1_acc: 0.3434, top5_acc: 0.6131, loss_cls: 2.9517, loss: 2.9517, grad_norm: 1.4062 2020-07-24 22:06:30,493 - mmaction - INFO - Epoch [144][700/940] lr: 2.451e-01, eta: 23:52:06, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.3512, top5_acc: 0.6131, loss_cls: 2.9458, loss: 2.9458, grad_norm: 1.3702 2020-07-24 22:06:44,381 - mmaction - INFO - Epoch [144][720/940] lr: 2.451e-01, eta: 23:51:45, time: 0.695, data_time: 0.001, memory: 9569, top1_acc: 0.3555, top5_acc: 0.6066, loss_cls: 2.9334, loss: 2.9334, grad_norm: 1.3773 2020-07-24 22:06:57,377 - mmaction - INFO - Epoch [144][740/940] lr: 2.451e-01, eta: 23:51:21, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.3484, top5_acc: 0.5998, loss_cls: 2.9397, loss: 2.9397, grad_norm: 1.3438 2020-07-24 22:07:10,982 - mmaction - INFO - Epoch [144][760/940] lr: 2.451e-01, eta: 23:50:59, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.3539, top5_acc: 0.6123, loss_cls: 2.9178, loss: 2.9178, grad_norm: 1.3653 2020-07-24 22:07:24,440 - mmaction - INFO - Epoch [144][780/940] lr: 2.451e-01, eta: 23:50:37, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3629, top5_acc: 0.6100, loss_cls: 2.9368, loss: 2.9368, grad_norm: 1.3568 2020-07-24 22:07:37,359 - mmaction - INFO - Epoch [144][800/940] lr: 2.451e-01, eta: 23:50:13, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3588, top5_acc: 0.6051, loss_cls: 2.9432, loss: 2.9432, grad_norm: 1.3597 2020-07-24 22:07:50,860 - mmaction - INFO - Epoch [144][820/940] lr: 2.451e-01, eta: 23:49:51, time: 0.675, data_time: 0.001, memory: 9569, top1_acc: 0.3617, top5_acc: 0.6184, loss_cls: 2.8976, loss: 2.8976, grad_norm: 1.3554 2020-07-24 22:08:03,833 - mmaction - INFO - Epoch [144][840/940] lr: 2.451e-01, eta: 23:49:28, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.3381, top5_acc: 0.5965, loss_cls: 2.9937, loss: 2.9937, grad_norm: 1.3864 2020-07-24 22:08:16,805 - mmaction - INFO - Epoch [144][860/940] lr: 2.451e-01, eta: 23:49:04, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.3541, top5_acc: 0.6096, loss_cls: 2.9339, loss: 2.9339, grad_norm: 1.3347 2020-07-24 22:08:30,004 - mmaction - INFO - Epoch [144][880/940] lr: 2.451e-01, eta: 23:48:41, time: 0.660, data_time: 0.002, memory: 9569, top1_acc: 0.3607, top5_acc: 0.6074, loss_cls: 2.9349, loss: 2.9349, grad_norm: 1.3649 2020-07-24 22:08:43,339 - mmaction - INFO - Epoch [144][900/940] lr: 2.451e-01, eta: 23:48:19, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3475, top5_acc: 0.6072, loss_cls: 2.9290, loss: 2.9290, grad_norm: 1.3539 2020-07-24 22:08:56,493 - mmaction - INFO - Epoch [144][920/940] lr: 2.451e-01, eta: 23:47:56, time: 0.657, data_time: 0.001, memory: 9569, top1_acc: 0.3520, top5_acc: 0.6084, loss_cls: 2.9525, loss: 2.9525, grad_norm: 1.3584 2020-07-24 22:09:08,689 - mmaction - INFO - Epoch [144][940/940] lr: 2.451e-01, eta: 23:47:31, time: 0.611, data_time: 0.003, memory: 9569, top1_acc: 0.3610, top5_acc: 0.6142, loss_cls: 2.9079, loss: 2.9079, grad_norm: 1.3522 2020-07-24 22:09:15,603 - mmaction - INFO - Saving checkpoint at 144 epochs 2020-07-24 22:11:57,521 - mmaction - INFO - Epoch [145][20/940] lr: 2.415e-01, eta: 23:52:24, time: 8.000, data_time: 5.829, memory: 9569, top1_acc: 0.3672, top5_acc: 0.6203, loss_cls: 2.9017, loss: 2.9017, grad_norm: 1.3688 2020-07-24 22:12:10,534 - mmaction - INFO - Epoch [145][40/940] lr: 2.415e-01, eta: 23:52:00, time: 0.651, data_time: 0.003, memory: 9569, top1_acc: 0.3496, top5_acc: 0.6088, loss_cls: 2.9291, loss: 2.9291, grad_norm: 1.3918 2020-07-24 22:12:23,441 - mmaction - INFO - Epoch [145][60/940] lr: 2.415e-01, eta: 23:51:37, time: 0.645, data_time: 0.004, memory: 9569, top1_acc: 0.3658, top5_acc: 0.6047, loss_cls: 2.9314, loss: 2.9314, grad_norm: 1.3635 2020-07-24 22:12:37,557 - mmaction - INFO - Epoch [145][80/940] lr: 2.415e-01, eta: 23:51:16, time: 0.705, data_time: 0.002, memory: 9569, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.9483, loss: 2.9483, grad_norm: 1.3873 2020-07-24 22:12:50,425 - mmaction - INFO - Epoch [145][100/940] lr: 2.415e-01, eta: 23:50:52, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.3641, top5_acc: 0.6184, loss_cls: 2.9001, loss: 2.9001, grad_norm: 1.3588 2020-07-24 22:13:04,042 - mmaction - INFO - Epoch [145][120/940] lr: 2.415e-01, eta: 23:50:30, time: 0.681, data_time: 0.001, memory: 9569, top1_acc: 0.3607, top5_acc: 0.6109, loss_cls: 2.9328, loss: 2.9328, grad_norm: 1.3829 2020-07-24 22:13:17,032 - mmaction - INFO - Epoch [145][140/940] lr: 2.415e-01, eta: 23:50:06, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.3590, top5_acc: 0.6158, loss_cls: 2.8990, loss: 2.8990, grad_norm: 1.3903 2020-07-24 22:13:30,478 - mmaction - INFO - Epoch [145][160/940] lr: 2.415e-01, eta: 23:49:44, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3436, top5_acc: 0.6123, loss_cls: 2.9352, loss: 2.9352, grad_norm: 1.3565 2020-07-24 22:13:43,360 - mmaction - INFO - Epoch [145][180/940] lr: 2.415e-01, eta: 23:49:20, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3514, top5_acc: 0.6107, loss_cls: 2.9197, loss: 2.9197, grad_norm: 1.3788 2020-07-24 22:13:57,336 - mmaction - INFO - Epoch [145][200/940] lr: 2.415e-01, eta: 23:48:59, time: 0.699, data_time: 0.001, memory: 9569, top1_acc: 0.3586, top5_acc: 0.6076, loss_cls: 2.9039, loss: 2.9039, grad_norm: 1.3810 2020-07-24 22:14:10,195 - mmaction - INFO - Epoch [145][220/940] lr: 2.415e-01, eta: 23:48:35, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3572, top5_acc: 0.6039, loss_cls: 2.9298, loss: 2.9298, grad_norm: 1.3782 2020-07-24 22:14:23,135 - mmaction - INFO - Epoch [145][240/940] lr: 2.415e-01, eta: 23:48:12, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3592, top5_acc: 0.6088, loss_cls: 2.9205, loss: 2.9205, grad_norm: 1.3827 2020-07-24 22:14:37,129 - mmaction - INFO - Epoch [145][260/940] lr: 2.415e-01, eta: 23:47:50, time: 0.699, data_time: 0.002, memory: 9569, top1_acc: 0.3645, top5_acc: 0.6191, loss_cls: 2.8941, loss: 2.8941, grad_norm: 1.3722 2020-07-24 22:14:50,064 - mmaction - INFO - Epoch [145][280/940] lr: 2.415e-01, eta: 23:47:27, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.3715, top5_acc: 0.6285, loss_cls: 2.8302, loss: 2.8302, grad_norm: 1.3749 2020-07-24 22:15:03,482 - mmaction - INFO - Epoch [145][300/940] lr: 2.415e-01, eta: 23:47:04, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3607, top5_acc: 0.6189, loss_cls: 2.8978, loss: 2.8978, grad_norm: 1.3743 2020-07-24 22:15:17,024 - mmaction - INFO - Epoch [145][320/940] lr: 2.415e-01, eta: 23:46:42, time: 0.677, data_time: 0.001, memory: 9569, top1_acc: 0.3426, top5_acc: 0.6094, loss_cls: 2.9484, loss: 2.9484, grad_norm: 1.3833 2020-07-24 22:15:30,339 - mmaction - INFO - Epoch [145][340/940] lr: 2.415e-01, eta: 23:46:19, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.3627, top5_acc: 0.6146, loss_cls: 2.9153, loss: 2.9153, grad_norm: 1.3566 2020-07-24 22:15:43,296 - mmaction - INFO - Epoch [145][360/940] lr: 2.415e-01, eta: 23:45:56, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3592, top5_acc: 0.6309, loss_cls: 2.8607, loss: 2.8607, grad_norm: 1.3550 2020-07-24 22:15:57,218 - mmaction - INFO - Epoch [145][380/940] lr: 2.415e-01, eta: 23:45:34, time: 0.697, data_time: 0.002, memory: 9569, top1_acc: 0.3617, top5_acc: 0.6088, loss_cls: 2.9003, loss: 2.9003, grad_norm: 1.3677 2020-07-24 22:16:10,141 - mmaction - INFO - Epoch [145][400/940] lr: 2.415e-01, eta: 23:45:11, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3623, top5_acc: 0.6102, loss_cls: 2.8944, loss: 2.8944, grad_norm: 1.3509 2020-07-24 22:16:23,991 - mmaction - INFO - Epoch [145][420/940] lr: 2.415e-01, eta: 23:44:49, time: 0.691, data_time: 0.001, memory: 9569, top1_acc: 0.3465, top5_acc: 0.6035, loss_cls: 2.9207, loss: 2.9207, grad_norm: 1.4078 2020-07-24 22:16:37,439 - mmaction - INFO - Epoch [145][440/940] lr: 2.415e-01, eta: 23:44:27, time: 0.673, data_time: 0.003, memory: 9569, top1_acc: 0.3531, top5_acc: 0.6068, loss_cls: 2.9550, loss: 2.9550, grad_norm: 1.3780 2020-07-24 22:16:50,291 - mmaction - INFO - Epoch [145][460/940] lr: 2.415e-01, eta: 23:44:03, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3627, top5_acc: 0.6174, loss_cls: 2.8969, loss: 2.8969, grad_norm: 1.3461 2020-07-24 22:17:03,744 - mmaction - INFO - Epoch [145][480/940] lr: 2.415e-01, eta: 23:43:41, time: 0.672, data_time: 0.001, memory: 9569, top1_acc: 0.3619, top5_acc: 0.6018, loss_cls: 2.9356, loss: 2.9356, grad_norm: 1.3871 2020-07-24 22:17:16,685 - mmaction - INFO - Epoch [145][500/940] lr: 2.415e-01, eta: 23:43:18, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3629, top5_acc: 0.6125, loss_cls: 2.8980, loss: 2.8980, grad_norm: 1.3673 2020-07-24 22:17:30,198 - mmaction - INFO - Epoch [145][520/940] lr: 2.415e-01, eta: 23:42:55, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3617, top5_acc: 0.6201, loss_cls: 2.8906, loss: 2.8906, grad_norm: 1.3602 2020-07-24 22:17:43,155 - mmaction - INFO - Epoch [145][540/940] lr: 2.415e-01, eta: 23:42:32, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3465, top5_acc: 0.5992, loss_cls: 2.9667, loss: 2.9667, grad_norm: 1.3813 2020-07-24 22:17:56,004 - mmaction - INFO - Epoch [145][560/940] lr: 2.415e-01, eta: 23:42:08, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.3660, top5_acc: 0.6111, loss_cls: 2.8954, loss: 2.8954, grad_norm: 1.3585 2020-07-24 22:18:09,979 - mmaction - INFO - Epoch [145][580/940] lr: 2.415e-01, eta: 23:41:47, time: 0.699, data_time: 0.001, memory: 9569, top1_acc: 0.3531, top5_acc: 0.6082, loss_cls: 2.9506, loss: 2.9506, grad_norm: 1.3563 2020-07-24 22:18:22,900 - mmaction - INFO - Epoch [145][600/940] lr: 2.415e-01, eta: 23:41:24, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3600, top5_acc: 0.6162, loss_cls: 2.9118, loss: 2.9118, grad_norm: 1.3414 2020-07-24 22:18:36,427 - mmaction - INFO - Epoch [145][620/940] lr: 2.415e-01, eta: 23:41:02, time: 0.675, data_time: 0.001, memory: 9569, top1_acc: 0.3639, top5_acc: 0.6211, loss_cls: 2.8853, loss: 2.8853, grad_norm: 1.3984 2020-07-24 22:18:49,823 - mmaction - INFO - Epoch [145][640/940] lr: 2.415e-01, eta: 23:40:39, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3475, top5_acc: 0.5963, loss_cls: 2.9985, loss: 2.9985, grad_norm: 1.3841 2020-07-24 22:19:02,729 - mmaction - INFO - Epoch [145][660/940] lr: 2.415e-01, eta: 23:40:16, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3502, top5_acc: 0.5975, loss_cls: 2.9644, loss: 2.9644, grad_norm: 1.3686 2020-07-24 22:19:16,729 - mmaction - INFO - Epoch [145][680/940] lr: 2.415e-01, eta: 23:39:55, time: 0.700, data_time: 0.001, memory: 9569, top1_acc: 0.3576, top5_acc: 0.6078, loss_cls: 2.8960, loss: 2.8960, grad_norm: 1.3880 2020-07-24 22:19:30,011 - mmaction - INFO - Epoch [145][700/940] lr: 2.415e-01, eta: 23:39:32, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.3516, top5_acc: 0.6000, loss_cls: 2.9482, loss: 2.9482, grad_norm: 1.3510 2020-07-24 22:19:43,440 - mmaction - INFO - Epoch [145][720/940] lr: 2.415e-01, eta: 23:39:10, time: 0.672, data_time: 0.001, memory: 9569, top1_acc: 0.3479, top5_acc: 0.5904, loss_cls: 2.9905, loss: 2.9905, grad_norm: 1.3498 2020-07-24 22:19:56,690 - mmaction - INFO - Epoch [145][740/940] lr: 2.415e-01, eta: 23:38:47, time: 0.661, data_time: 0.001, memory: 9569, top1_acc: 0.3602, top5_acc: 0.6146, loss_cls: 2.8916, loss: 2.8916, grad_norm: 1.3492 2020-07-24 22:20:10,037 - mmaction - INFO - Epoch [145][760/940] lr: 2.415e-01, eta: 23:38:25, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3457, top5_acc: 0.6072, loss_cls: 2.9599, loss: 2.9599, grad_norm: 1.3910 2020-07-24 22:20:23,150 - mmaction - INFO - Epoch [145][780/940] lr: 2.415e-01, eta: 23:38:02, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.3523, top5_acc: 0.6008, loss_cls: 2.9717, loss: 2.9717, grad_norm: 1.3486 2020-07-24 22:20:36,606 - mmaction - INFO - Epoch [145][800/940] lr: 2.415e-01, eta: 23:37:39, time: 0.672, data_time: 0.001, memory: 9569, top1_acc: 0.3635, top5_acc: 0.6049, loss_cls: 2.9135, loss: 2.9135, grad_norm: 1.3393 2020-07-24 22:20:49,590 - mmaction - INFO - Epoch [145][820/940] lr: 2.415e-01, eta: 23:37:16, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3543, top5_acc: 0.6072, loss_cls: 2.9472, loss: 2.9472, grad_norm: 1.4023 2020-07-24 22:21:02,479 - mmaction - INFO - Epoch [145][840/940] lr: 2.415e-01, eta: 23:36:53, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3570, top5_acc: 0.6023, loss_cls: 2.9579, loss: 2.9579, grad_norm: 1.3730 2020-07-24 22:21:15,948 - mmaction - INFO - Epoch [145][860/940] lr: 2.415e-01, eta: 23:36:31, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3586, top5_acc: 0.6072, loss_cls: 2.9198, loss: 2.9198, grad_norm: 1.3634 2020-07-24 22:21:29,506 - mmaction - INFO - Epoch [145][880/940] lr: 2.415e-01, eta: 23:36:09, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.3553, top5_acc: 0.6117, loss_cls: 2.9246, loss: 2.9246, grad_norm: 1.3558 2020-07-24 22:21:42,419 - mmaction - INFO - Epoch [145][900/940] lr: 2.415e-01, eta: 23:35:45, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3463, top5_acc: 0.6109, loss_cls: 2.9386, loss: 2.9386, grad_norm: 1.3496 2020-07-24 22:21:55,901 - mmaction - INFO - Epoch [145][920/940] lr: 2.415e-01, eta: 23:35:23, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3531, top5_acc: 0.6055, loss_cls: 2.9443, loss: 2.9443, grad_norm: 1.3701 2020-07-24 22:22:08,416 - mmaction - INFO - Epoch [145][940/940] lr: 2.415e-01, eta: 23:34:59, time: 0.627, data_time: 0.002, memory: 9569, top1_acc: 0.3618, top5_acc: 0.6075, loss_cls: 2.9098, loss: 2.9098, grad_norm: 1.4035 2020-07-24 22:24:44,969 - mmaction - INFO - Epoch [146][20/940] lr: 2.379e-01, eta: 23:39:25, time: 7.561, data_time: 6.832, memory: 9569, top1_acc: 0.3572, top5_acc: 0.6088, loss_cls: 2.9597, loss: 2.9597, grad_norm: 1.3980 2020-07-24 22:24:57,933 - mmaction - INFO - Epoch [146][40/940] lr: 2.379e-01, eta: 23:39:02, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.3617, top5_acc: 0.6061, loss_cls: 2.9110, loss: 2.9110, grad_norm: 1.3526 2020-07-24 22:25:10,878 - mmaction - INFO - Epoch [146][60/940] lr: 2.379e-01, eta: 23:38:38, time: 0.650, data_time: 0.005, memory: 9569, top1_acc: 0.3521, top5_acc: 0.6129, loss_cls: 2.8758, loss: 2.8758, grad_norm: 1.3746 2020-07-24 22:25:24,225 - mmaction - INFO - Epoch [146][80/940] lr: 2.379e-01, eta: 23:38:16, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3578, top5_acc: 0.6086, loss_cls: 2.9365, loss: 2.9365, grad_norm: 1.3450 2020-07-24 22:25:37,989 - mmaction - INFO - Epoch [146][100/940] lr: 2.379e-01, eta: 23:37:54, time: 0.687, data_time: 0.002, memory: 9569, top1_acc: 0.3523, top5_acc: 0.6119, loss_cls: 2.9070, loss: 2.9070, grad_norm: 1.3731 2020-07-24 22:25:50,899 - mmaction - INFO - Epoch [146][120/940] lr: 2.379e-01, eta: 23:37:31, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.3621, top5_acc: 0.6141, loss_cls: 2.9293, loss: 2.9293, grad_norm: 1.3489 2020-07-24 22:26:03,782 - mmaction - INFO - Epoch [146][140/940] lr: 2.379e-01, eta: 23:37:07, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3559, top5_acc: 0.6070, loss_cls: 2.9167, loss: 2.9167, grad_norm: 1.3590 2020-07-24 22:26:17,595 - mmaction - INFO - Epoch [146][160/940] lr: 2.379e-01, eta: 23:36:46, time: 0.692, data_time: 0.003, memory: 9569, top1_acc: 0.3779, top5_acc: 0.6312, loss_cls: 2.8205, loss: 2.8205, grad_norm: 1.3769 2020-07-24 22:26:30,544 - mmaction - INFO - Epoch [146][180/940] lr: 2.379e-01, eta: 23:36:22, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3551, top5_acc: 0.6168, loss_cls: 2.8970, loss: 2.8970, grad_norm: 1.4035 2020-07-24 22:26:43,441 - mmaction - INFO - Epoch [146][200/940] lr: 2.379e-01, eta: 23:35:59, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3551, top5_acc: 0.6182, loss_cls: 2.9020, loss: 2.9020, grad_norm: 1.3724 2020-07-24 22:26:56,973 - mmaction - INFO - Epoch [146][220/940] lr: 2.379e-01, eta: 23:35:37, time: 0.677, data_time: 0.001, memory: 9569, top1_acc: 0.3557, top5_acc: 0.6127, loss_cls: 2.9393, loss: 2.9393, grad_norm: 1.4202 2020-07-24 22:27:09,983 - mmaction - INFO - Epoch [146][240/940] lr: 2.379e-01, eta: 23:35:14, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.3475, top5_acc: 0.6066, loss_cls: 2.9489, loss: 2.9489, grad_norm: 1.3914 2020-07-24 22:27:23,893 - mmaction - INFO - Epoch [146][260/940] lr: 2.379e-01, eta: 23:34:52, time: 0.696, data_time: 0.002, memory: 9569, top1_acc: 0.3684, top5_acc: 0.6113, loss_cls: 2.9004, loss: 2.9004, grad_norm: 1.3712 2020-07-24 22:27:37,350 - mmaction - INFO - Epoch [146][280/940] lr: 2.379e-01, eta: 23:34:30, time: 0.672, data_time: 0.001, memory: 9569, top1_acc: 0.3545, top5_acc: 0.6121, loss_cls: 2.9233, loss: 2.9233, grad_norm: 1.3843 2020-07-24 22:27:50,942 - mmaction - INFO - Epoch [146][300/940] lr: 2.379e-01, eta: 23:34:08, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3633, top5_acc: 0.6160, loss_cls: 2.8788, loss: 2.8788, grad_norm: 1.3805 2020-07-24 22:28:03,853 - mmaction - INFO - Epoch [146][320/940] lr: 2.379e-01, eta: 23:33:45, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3443, top5_acc: 0.6072, loss_cls: 2.9262, loss: 2.9262, grad_norm: 1.3752 2020-07-24 22:28:17,369 - mmaction - INFO - Epoch [146][340/940] lr: 2.379e-01, eta: 23:33:23, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3521, top5_acc: 0.6092, loss_cls: 2.9383, loss: 2.9383, grad_norm: 1.3816 2020-07-24 22:28:30,305 - mmaction - INFO - Epoch [146][360/940] lr: 2.379e-01, eta: 23:32:59, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3592, top5_acc: 0.6041, loss_cls: 2.9165, loss: 2.9165, grad_norm: 1.3614 2020-07-24 22:28:43,650 - mmaction - INFO - Epoch [146][380/940] lr: 2.379e-01, eta: 23:32:37, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3564, top5_acc: 0.6090, loss_cls: 2.9330, loss: 2.9330, grad_norm: 1.3907 2020-07-24 22:28:56,992 - mmaction - INFO - Epoch [146][400/940] lr: 2.379e-01, eta: 23:32:14, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3650, top5_acc: 0.6135, loss_cls: 2.8897, loss: 2.8897, grad_norm: 1.3546 2020-07-24 22:29:10,393 - mmaction - INFO - Epoch [146][420/940] lr: 2.379e-01, eta: 23:31:52, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.3521, top5_acc: 0.6057, loss_cls: 2.9393, loss: 2.9393, grad_norm: 1.3732 2020-07-24 22:29:23,392 - mmaction - INFO - Epoch [146][440/940] lr: 2.379e-01, eta: 23:31:29, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3576, top5_acc: 0.6145, loss_cls: 2.9073, loss: 2.9073, grad_norm: 1.3825 2020-07-24 22:29:37,338 - mmaction - INFO - Epoch [146][460/940] lr: 2.379e-01, eta: 23:31:08, time: 0.698, data_time: 0.002, memory: 9569, top1_acc: 0.3654, top5_acc: 0.6137, loss_cls: 2.8773, loss: 2.8773, grad_norm: 1.3831 2020-07-24 22:29:50,552 - mmaction - INFO - Epoch [146][480/940] lr: 2.379e-01, eta: 23:30:45, time: 0.661, data_time: 0.002, memory: 9569, top1_acc: 0.3631, top5_acc: 0.6166, loss_cls: 2.8782, loss: 2.8782, grad_norm: 1.4067 2020-07-24 22:30:03,484 - mmaction - INFO - Epoch [146][500/940] lr: 2.379e-01, eta: 23:30:22, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3584, top5_acc: 0.6131, loss_cls: 2.9052, loss: 2.9052, grad_norm: 1.3727 2020-07-24 22:30:16,753 - mmaction - INFO - Epoch [146][520/940] lr: 2.379e-01, eta: 23:29:59, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3648, top5_acc: 0.6230, loss_cls: 2.8886, loss: 2.8886, grad_norm: 1.3612 2020-07-24 22:30:29,703 - mmaction - INFO - Epoch [146][540/940] lr: 2.379e-01, eta: 23:29:36, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3572, top5_acc: 0.6135, loss_cls: 2.9102, loss: 2.9102, grad_norm: 1.3678 2020-07-24 22:30:43,667 - mmaction - INFO - Epoch [146][560/940] lr: 2.379e-01, eta: 23:29:15, time: 0.699, data_time: 0.002, memory: 9569, top1_acc: 0.3465, top5_acc: 0.6115, loss_cls: 2.9374, loss: 2.9374, grad_norm: 1.3720 2020-07-24 22:30:56,729 - mmaction - INFO - Epoch [146][580/940] lr: 2.379e-01, eta: 23:28:52, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3672, top5_acc: 0.6227, loss_cls: 2.8742, loss: 2.8742, grad_norm: 1.3776 2020-07-24 22:31:09,900 - mmaction - INFO - Epoch [146][600/940] lr: 2.379e-01, eta: 23:28:29, time: 0.657, data_time: 0.002, memory: 9569, top1_acc: 0.3543, top5_acc: 0.6062, loss_cls: 2.9370, loss: 2.9370, grad_norm: 1.4000 2020-07-24 22:31:23,372 - mmaction - INFO - Epoch [146][620/940] lr: 2.379e-01, eta: 23:28:07, time: 0.675, data_time: 0.003, memory: 9569, top1_acc: 0.3523, top5_acc: 0.6074, loss_cls: 2.9407, loss: 2.9407, grad_norm: 1.3659 2020-07-24 22:31:36,227 - mmaction - INFO - Epoch [146][640/940] lr: 2.379e-01, eta: 23:27:44, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.3586, top5_acc: 0.6154, loss_cls: 2.9072, loss: 2.9072, grad_norm: 1.3822 2020-07-24 22:31:49,575 - mmaction - INFO - Epoch [146][660/940] lr: 2.379e-01, eta: 23:27:22, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3654, top5_acc: 0.6137, loss_cls: 2.9000, loss: 2.9000, grad_norm: 1.3636 2020-07-24 22:32:02,530 - mmaction - INFO - Epoch [146][680/940] lr: 2.379e-01, eta: 23:26:58, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3646, top5_acc: 0.6125, loss_cls: 2.9271, loss: 2.9271, grad_norm: 1.3688 2020-07-24 22:32:16,583 - mmaction - INFO - Epoch [146][700/940] lr: 2.379e-01, eta: 23:26:38, time: 0.702, data_time: 0.002, memory: 9569, top1_acc: 0.3477, top5_acc: 0.6107, loss_cls: 2.9462, loss: 2.9462, grad_norm: 1.3615 2020-07-24 22:32:29,565 - mmaction - INFO - Epoch [146][720/940] lr: 2.379e-01, eta: 23:26:14, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.3570, top5_acc: 0.6105, loss_cls: 2.9482, loss: 2.9482, grad_norm: 1.3657 2020-07-24 22:32:43,115 - mmaction - INFO - Epoch [146][740/940] lr: 2.379e-01, eta: 23:25:53, time: 0.679, data_time: 0.003, memory: 9569, top1_acc: 0.3559, top5_acc: 0.6096, loss_cls: 2.9390, loss: 2.9390, grad_norm: 1.3558 2020-07-24 22:32:56,346 - mmaction - INFO - Epoch [146][760/940] lr: 2.379e-01, eta: 23:25:30, time: 0.661, data_time: 0.001, memory: 9569, top1_acc: 0.3504, top5_acc: 0.5984, loss_cls: 2.9490, loss: 2.9490, grad_norm: 1.3907 2020-07-24 22:33:09,324 - mmaction - INFO - Epoch [146][780/940] lr: 2.379e-01, eta: 23:25:07, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3629, top5_acc: 0.6020, loss_cls: 2.9232, loss: 2.9232, grad_norm: 1.4026 2020-07-24 22:33:22,259 - mmaction - INFO - Epoch [146][800/940] lr: 2.379e-01, eta: 23:24:44, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3514, top5_acc: 0.6090, loss_cls: 2.9008, loss: 2.9008, grad_norm: 1.3829 2020-07-24 22:33:35,796 - mmaction - INFO - Epoch [146][820/940] lr: 2.379e-01, eta: 23:24:22, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3559, top5_acc: 0.6043, loss_cls: 2.9262, loss: 2.9262, grad_norm: 1.3856 2020-07-24 22:33:49,365 - mmaction - INFO - Epoch [146][840/940] lr: 2.379e-01, eta: 23:24:00, time: 0.679, data_time: 0.003, memory: 9569, top1_acc: 0.3664, top5_acc: 0.6172, loss_cls: 2.8849, loss: 2.8849, grad_norm: 1.3795 2020-07-24 22:34:02,765 - mmaction - INFO - Epoch [146][860/940] lr: 2.379e-01, eta: 23:23:38, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3576, top5_acc: 0.6098, loss_cls: 2.8867, loss: 2.8867, grad_norm: 1.3992 2020-07-24 22:34:15,666 - mmaction - INFO - Epoch [146][880/940] lr: 2.379e-01, eta: 23:23:15, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3629, top5_acc: 0.6113, loss_cls: 2.9312, loss: 2.9312, grad_norm: 1.3866 2020-07-24 22:34:28,589 - mmaction - INFO - Epoch [146][900/940] lr: 2.379e-01, eta: 23:22:52, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3416, top5_acc: 0.5943, loss_cls: 3.0113, loss: 3.0113, grad_norm: 1.3687 2020-07-24 22:34:42,066 - mmaction - INFO - Epoch [146][920/940] lr: 2.379e-01, eta: 23:22:30, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3549, top5_acc: 0.6131, loss_cls: 2.9213, loss: 2.9213, grad_norm: 1.3826 2020-07-24 22:34:54,265 - mmaction - INFO - Epoch [146][940/940] lr: 2.379e-01, eta: 23:22:05, time: 0.610, data_time: 0.002, memory: 9569, top1_acc: 0.3476, top5_acc: 0.6023, loss_cls: 2.9450, loss: 2.9450, grad_norm: 1.3752 2020-07-24 22:37:34,619 - mmaction - INFO - Epoch [147][20/940] lr: 2.343e-01, eta: 23:26:31, time: 7.737, data_time: 7.026, memory: 9569, top1_acc: 0.3660, top5_acc: 0.6102, loss_cls: 2.9190, loss: 2.9190, grad_norm: 1.3947 2020-07-24 22:37:47,412 - mmaction - INFO - Epoch [147][40/940] lr: 2.343e-01, eta: 23:26:07, time: 0.640, data_time: 0.002, memory: 9569, top1_acc: 0.3652, top5_acc: 0.6180, loss_cls: 2.8700, loss: 2.8700, grad_norm: 1.3977 2020-07-24 22:38:00,912 - mmaction - INFO - Epoch [147][60/940] lr: 2.343e-01, eta: 23:25:45, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3641, top5_acc: 0.6215, loss_cls: 2.8773, loss: 2.8773, grad_norm: 1.3700 2020-07-24 22:38:13,798 - mmaction - INFO - Epoch [147][80/940] lr: 2.343e-01, eta: 23:25:22, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3609, top5_acc: 0.6109, loss_cls: 2.9178, loss: 2.9178, grad_norm: 1.3648 2020-07-24 22:38:26,782 - mmaction - INFO - Epoch [147][100/940] lr: 2.343e-01, eta: 23:24:59, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.3555, top5_acc: 0.5990, loss_cls: 2.9402, loss: 2.9402, grad_norm: 1.3498 2020-07-24 22:38:40,587 - mmaction - INFO - Epoch [147][120/940] lr: 2.343e-01, eta: 23:24:37, time: 0.690, data_time: 0.001, memory: 9569, top1_acc: 0.3686, top5_acc: 0.6217, loss_cls: 2.8654, loss: 2.8654, grad_norm: 1.4066 2020-07-24 22:38:53,689 - mmaction - INFO - Epoch [147][140/940] lr: 2.343e-01, eta: 23:24:15, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.3688, top5_acc: 0.6174, loss_cls: 2.8892, loss: 2.8892, grad_norm: 1.3837 2020-07-24 22:39:07,363 - mmaction - INFO - Epoch [147][160/940] lr: 2.343e-01, eta: 23:23:53, time: 0.683, data_time: 0.001, memory: 9569, top1_acc: 0.3549, top5_acc: 0.6098, loss_cls: 2.9271, loss: 2.9271, grad_norm: 1.4006 2020-07-24 22:39:20,275 - mmaction - INFO - Epoch [147][180/940] lr: 2.343e-01, eta: 23:23:30, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3521, top5_acc: 0.6055, loss_cls: 2.9572, loss: 2.9572, grad_norm: 1.3681 2020-07-24 22:39:33,575 - mmaction - INFO - Epoch [147][200/940] lr: 2.343e-01, eta: 23:23:07, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.3717, top5_acc: 0.6275, loss_cls: 2.8229, loss: 2.8229, grad_norm: 1.3733 2020-07-24 22:39:46,932 - mmaction - INFO - Epoch [147][220/940] lr: 2.343e-01, eta: 23:22:45, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3559, top5_acc: 0.6168, loss_cls: 2.8730, loss: 2.8730, grad_norm: 1.4032 2020-07-24 22:40:00,346 - mmaction - INFO - Epoch [147][240/940] lr: 2.343e-01, eta: 23:22:23, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3625, top5_acc: 0.6127, loss_cls: 2.8731, loss: 2.8731, grad_norm: 1.3667 2020-07-24 22:40:13,497 - mmaction - INFO - Epoch [147][260/940] lr: 2.343e-01, eta: 23:22:00, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.3625, top5_acc: 0.6082, loss_cls: 2.9194, loss: 2.9194, grad_norm: 1.4213 2020-07-24 22:40:26,662 - mmaction - INFO - Epoch [147][280/940] lr: 2.343e-01, eta: 23:21:37, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.3676, top5_acc: 0.6115, loss_cls: 2.8784, loss: 2.8784, grad_norm: 1.3740 2020-07-24 22:40:40,312 - mmaction - INFO - Epoch [147][300/940] lr: 2.343e-01, eta: 23:21:16, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.3641, top5_acc: 0.6240, loss_cls: 2.8703, loss: 2.8703, grad_norm: 1.4128 2020-07-24 22:40:53,623 - mmaction - INFO - Epoch [147][320/940] lr: 2.343e-01, eta: 23:20:53, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.3684, top5_acc: 0.6195, loss_cls: 2.8530, loss: 2.8530, grad_norm: 1.3966 2020-07-24 22:41:06,759 - mmaction - INFO - Epoch [147][340/940] lr: 2.343e-01, eta: 23:20:31, time: 0.657, data_time: 0.001, memory: 9569, top1_acc: 0.3539, top5_acc: 0.6035, loss_cls: 2.9360, loss: 2.9360, grad_norm: 1.3939 2020-07-24 22:41:19,692 - mmaction - INFO - Epoch [147][360/940] lr: 2.343e-01, eta: 23:20:08, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3629, top5_acc: 0.6115, loss_cls: 2.8901, loss: 2.8901, grad_norm: 1.3626 2020-07-24 22:41:33,208 - mmaction - INFO - Epoch [147][380/940] lr: 2.343e-01, eta: 23:19:46, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3668, top5_acc: 0.6355, loss_cls: 2.8327, loss: 2.8327, grad_norm: 1.3804 2020-07-24 22:41:46,176 - mmaction - INFO - Epoch [147][400/940] lr: 2.343e-01, eta: 23:19:23, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.3488, top5_acc: 0.6027, loss_cls: 2.9321, loss: 2.9321, grad_norm: 1.4113 2020-07-24 22:42:00,031 - mmaction - INFO - Epoch [147][420/940] lr: 2.343e-01, eta: 23:19:01, time: 0.692, data_time: 0.001, memory: 9569, top1_acc: 0.3406, top5_acc: 0.6109, loss_cls: 2.9417, loss: 2.9417, grad_norm: 1.3913 2020-07-24 22:42:13,030 - mmaction - INFO - Epoch [147][440/940] lr: 2.343e-01, eta: 23:18:38, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3619, top5_acc: 0.6145, loss_cls: 2.9072, loss: 2.9072, grad_norm: 1.3904 2020-07-24 22:42:25,956 - mmaction - INFO - Epoch [147][460/940] lr: 2.343e-01, eta: 23:18:15, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3668, top5_acc: 0.6189, loss_cls: 2.8721, loss: 2.8721, grad_norm: 1.3940 2020-07-24 22:42:39,030 - mmaction - INFO - Epoch [147][480/940] lr: 2.343e-01, eta: 23:17:53, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3582, top5_acc: 0.5959, loss_cls: 2.9534, loss: 2.9534, grad_norm: 1.3972 2020-07-24 22:42:52,422 - mmaction - INFO - Epoch [147][500/940] lr: 2.343e-01, eta: 23:17:30, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.3553, top5_acc: 0.6092, loss_cls: 2.9110, loss: 2.9110, grad_norm: 1.3679 2020-07-24 22:43:05,688 - mmaction - INFO - Epoch [147][520/940] lr: 2.343e-01, eta: 23:17:08, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3613, top5_acc: 0.6104, loss_cls: 2.9237, loss: 2.9237, grad_norm: 1.3938 2020-07-24 22:43:19,216 - mmaction - INFO - Epoch [147][540/940] lr: 2.343e-01, eta: 23:16:46, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3563, top5_acc: 0.6205, loss_cls: 2.9058, loss: 2.9058, grad_norm: 1.3716 2020-07-24 22:43:32,159 - mmaction - INFO - Epoch [147][560/940] lr: 2.343e-01, eta: 23:16:23, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3555, top5_acc: 0.6125, loss_cls: 2.9268, loss: 2.9268, grad_norm: 1.3631 2020-07-24 22:43:45,081 - mmaction - INFO - Epoch [147][580/940] lr: 2.343e-01, eta: 23:16:00, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3506, top5_acc: 0.6127, loss_cls: 2.9357, loss: 2.9357, grad_norm: 1.3791 2020-07-24 22:43:58,411 - mmaction - INFO - Epoch [147][600/940] lr: 2.343e-01, eta: 23:15:38, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.3674, top5_acc: 0.6242, loss_cls: 2.8605, loss: 2.8605, grad_norm: 1.3882 2020-07-24 22:44:11,357 - mmaction - INFO - Epoch [147][620/940] lr: 2.343e-01, eta: 23:15:15, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3508, top5_acc: 0.6064, loss_cls: 2.9486, loss: 2.9486, grad_norm: 1.3741 2020-07-24 22:44:24,609 - mmaction - INFO - Epoch [147][640/940] lr: 2.343e-01, eta: 23:14:53, time: 0.662, data_time: 0.003, memory: 9569, top1_acc: 0.3643, top5_acc: 0.6133, loss_cls: 2.8964, loss: 2.8964, grad_norm: 1.3611 2020-07-24 22:44:37,536 - mmaction - INFO - Epoch [147][660/940] lr: 2.343e-01, eta: 23:14:30, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3660, top5_acc: 0.6131, loss_cls: 2.8914, loss: 2.8914, grad_norm: 1.4134 2020-07-24 22:44:50,811 - mmaction - INFO - Epoch [147][680/940] lr: 2.343e-01, eta: 23:14:07, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.3604, top5_acc: 0.6035, loss_cls: 2.9234, loss: 2.9234, grad_norm: 1.3864 2020-07-24 22:45:04,258 - mmaction - INFO - Epoch [147][700/940] lr: 2.343e-01, eta: 23:13:45, time: 0.672, data_time: 0.001, memory: 9569, top1_acc: 0.3576, top5_acc: 0.6072, loss_cls: 2.9471, loss: 2.9471, grad_norm: 1.3549 2020-07-24 22:45:17,665 - mmaction - INFO - Epoch [147][720/940] lr: 2.343e-01, eta: 23:13:23, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3578, top5_acc: 0.6111, loss_cls: 2.9072, loss: 2.9072, grad_norm: 1.3641 2020-07-24 22:45:30,543 - mmaction - INFO - Epoch [147][740/940] lr: 2.343e-01, eta: 23:13:00, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3650, top5_acc: 0.6223, loss_cls: 2.8616, loss: 2.8616, grad_norm: 1.3837 2020-07-24 22:45:44,538 - mmaction - INFO - Epoch [147][760/940] lr: 2.343e-01, eta: 23:12:39, time: 0.700, data_time: 0.002, memory: 9569, top1_acc: 0.3563, top5_acc: 0.6064, loss_cls: 2.9421, loss: 2.9421, grad_norm: 1.3681 2020-07-24 22:45:57,610 - mmaction - INFO - Epoch [147][780/940] lr: 2.343e-01, eta: 23:12:17, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3615, top5_acc: 0.6174, loss_cls: 2.8993, loss: 2.8993, grad_norm: 1.3583 2020-07-24 22:46:10,529 - mmaction - INFO - Epoch [147][800/940] lr: 2.343e-01, eta: 23:11:54, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3654, top5_acc: 0.6131, loss_cls: 2.9134, loss: 2.9134, grad_norm: 1.3711 2020-07-24 22:46:24,061 - mmaction - INFO - Epoch [147][820/940] lr: 2.343e-01, eta: 23:11:32, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3707, top5_acc: 0.6180, loss_cls: 2.8569, loss: 2.8569, grad_norm: 1.3764 2020-07-24 22:46:37,010 - mmaction - INFO - Epoch [147][840/940] lr: 2.343e-01, eta: 23:11:09, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3469, top5_acc: 0.5977, loss_cls: 2.9775, loss: 2.9775, grad_norm: 1.3896 2020-07-24 22:46:49,927 - mmaction - INFO - Epoch [147][860/940] lr: 2.343e-01, eta: 23:10:46, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3488, top5_acc: 0.5992, loss_cls: 2.9617, loss: 2.9617, grad_norm: 1.3778 2020-07-24 22:47:04,000 - mmaction - INFO - Epoch [147][880/940] lr: 2.343e-01, eta: 23:10:25, time: 0.704, data_time: 0.001, memory: 9569, top1_acc: 0.3572, top5_acc: 0.6123, loss_cls: 2.9213, loss: 2.9213, grad_norm: 1.3714 2020-07-24 22:47:16,922 - mmaction - INFO - Epoch [147][900/940] lr: 2.343e-01, eta: 23:10:03, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3449, top5_acc: 0.6031, loss_cls: 2.9387, loss: 2.9387, grad_norm: 1.3848 2020-07-24 22:47:30,540 - mmaction - INFO - Epoch [147][920/940] lr: 2.343e-01, eta: 23:09:41, time: 0.681, data_time: 0.001, memory: 9569, top1_acc: 0.3521, top5_acc: 0.6078, loss_cls: 2.9394, loss: 2.9394, grad_norm: 1.3930 2020-07-24 22:47:42,725 - mmaction - INFO - Epoch [147][940/940] lr: 2.343e-01, eta: 23:09:17, time: 0.609, data_time: 0.002, memory: 9569, top1_acc: 0.3565, top5_acc: 0.6051, loss_cls: 2.9342, loss: 2.9342, grad_norm: 1.4235 2020-07-24 22:50:23,534 - mmaction - INFO - Epoch [148][20/940] lr: 2.307e-01, eta: 23:13:35, time: 7.753, data_time: 6.872, memory: 9569, top1_acc: 0.3557, top5_acc: 0.6125, loss_cls: 2.9251, loss: 2.9251, grad_norm: 1.3899 2020-07-24 22:50:36,880 - mmaction - INFO - Epoch [148][40/940] lr: 2.307e-01, eta: 23:13:13, time: 0.670, data_time: 0.005, memory: 9569, top1_acc: 0.3686, top5_acc: 0.6227, loss_cls: 2.8723, loss: 2.8723, grad_norm: 1.3636 2020-07-24 22:50:50,451 - mmaction - INFO - Epoch [148][60/940] lr: 2.307e-01, eta: 23:12:51, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.3535, top5_acc: 0.6150, loss_cls: 2.9177, loss: 2.9177, grad_norm: 1.4327 2020-07-24 22:51:03,382 - mmaction - INFO - Epoch [148][80/940] lr: 2.307e-01, eta: 23:12:28, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.3652, top5_acc: 0.6170, loss_cls: 2.8879, loss: 2.8879, grad_norm: 1.4013 2020-07-24 22:51:16,317 - mmaction - INFO - Epoch [148][100/940] lr: 2.307e-01, eta: 23:12:05, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3691, top5_acc: 0.6254, loss_cls: 2.8263, loss: 2.8263, grad_norm: 1.3913 2020-07-24 22:51:29,204 - mmaction - INFO - Epoch [148][120/940] lr: 2.307e-01, eta: 23:11:42, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3734, top5_acc: 0.6186, loss_cls: 2.8559, loss: 2.8559, grad_norm: 1.3953 2020-07-24 22:51:42,570 - mmaction - INFO - Epoch [148][140/940] lr: 2.307e-01, eta: 23:11:20, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3736, top5_acc: 0.6248, loss_cls: 2.8417, loss: 2.8417, grad_norm: 1.3932 2020-07-24 22:51:55,940 - mmaction - INFO - Epoch [148][160/940] lr: 2.307e-01, eta: 23:10:58, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3689, top5_acc: 0.6260, loss_cls: 2.8739, loss: 2.8739, grad_norm: 1.4002 2020-07-24 22:52:09,360 - mmaction - INFO - Epoch [148][180/940] lr: 2.307e-01, eta: 23:10:36, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3580, top5_acc: 0.6156, loss_cls: 2.8770, loss: 2.8770, grad_norm: 1.3895 2020-07-24 22:52:22,298 - mmaction - INFO - Epoch [148][200/940] lr: 2.307e-01, eta: 23:10:13, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3568, top5_acc: 0.6113, loss_cls: 2.8981, loss: 2.8981, grad_norm: 1.4004 2020-07-24 22:52:35,376 - mmaction - INFO - Epoch [148][220/940] lr: 2.307e-01, eta: 23:09:50, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.3529, top5_acc: 0.6166, loss_cls: 2.8877, loss: 2.8877, grad_norm: 1.3933 2020-07-24 22:52:48,337 - mmaction - INFO - Epoch [148][240/940] lr: 2.307e-01, eta: 23:09:27, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.3541, top5_acc: 0.6096, loss_cls: 2.9290, loss: 2.9290, grad_norm: 1.3883 2020-07-24 22:53:02,308 - mmaction - INFO - Epoch [148][260/940] lr: 2.307e-01, eta: 23:09:06, time: 0.699, data_time: 0.002, memory: 9569, top1_acc: 0.3557, top5_acc: 0.6113, loss_cls: 2.9263, loss: 2.9263, grad_norm: 1.3971 2020-07-24 22:53:15,658 - mmaction - INFO - Epoch [148][280/940] lr: 2.307e-01, eta: 23:08:44, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.9405, loss: 2.9405, grad_norm: 1.3963 2020-07-24 22:53:29,344 - mmaction - INFO - Epoch [148][300/940] lr: 2.307e-01, eta: 23:08:23, time: 0.684, data_time: 0.001, memory: 9569, top1_acc: 0.3625, top5_acc: 0.6178, loss_cls: 2.8902, loss: 2.8902, grad_norm: 1.3787 2020-07-24 22:53:42,596 - mmaction - INFO - Epoch [148][320/940] lr: 2.307e-01, eta: 23:08:01, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3623, top5_acc: 0.6162, loss_cls: 2.8892, loss: 2.8892, grad_norm: 1.3869 2020-07-24 22:53:55,541 - mmaction - INFO - Epoch [148][340/940] lr: 2.307e-01, eta: 23:07:38, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3639, top5_acc: 0.6150, loss_cls: 2.8650, loss: 2.8650, grad_norm: 1.3879 2020-07-24 22:54:08,506 - mmaction - INFO - Epoch [148][360/940] lr: 2.307e-01, eta: 23:07:15, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.3502, top5_acc: 0.6061, loss_cls: 2.9415, loss: 2.9415, grad_norm: 1.3948 2020-07-24 22:54:22,584 - mmaction - INFO - Epoch [148][380/940] lr: 2.307e-01, eta: 23:06:54, time: 0.705, data_time: 0.003, memory: 9569, top1_acc: 0.3602, top5_acc: 0.6098, loss_cls: 2.9195, loss: 2.9195, grad_norm: 1.3806 2020-07-24 22:54:35,476 - mmaction - INFO - Epoch [148][400/940] lr: 2.307e-01, eta: 23:06:31, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3564, top5_acc: 0.6029, loss_cls: 2.9408, loss: 2.9408, grad_norm: 1.4052 2020-07-24 22:54:48,415 - mmaction - INFO - Epoch [148][420/940] lr: 2.307e-01, eta: 23:06:08, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3705, top5_acc: 0.6191, loss_cls: 2.8698, loss: 2.8698, grad_norm: 1.3820 2020-07-24 22:55:01,879 - mmaction - INFO - Epoch [148][440/940] lr: 2.307e-01, eta: 23:05:46, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3531, top5_acc: 0.6084, loss_cls: 2.9336, loss: 2.9336, grad_norm: 1.3991 2020-07-24 22:55:15,218 - mmaction - INFO - Epoch [148][460/940] lr: 2.307e-01, eta: 23:05:24, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3602, top5_acc: 0.6152, loss_cls: 2.9150, loss: 2.9150, grad_norm: 1.4073 2020-07-24 22:55:28,341 - mmaction - INFO - Epoch [148][480/940] lr: 2.307e-01, eta: 23:05:02, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.3756, top5_acc: 0.6230, loss_cls: 2.8739, loss: 2.8739, grad_norm: 1.3854 2020-07-24 22:55:41,257 - mmaction - INFO - Epoch [148][500/940] lr: 2.307e-01, eta: 23:04:39, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3580, top5_acc: 0.6156, loss_cls: 2.9049, loss: 2.9049, grad_norm: 1.4009 2020-07-24 22:55:54,154 - mmaction - INFO - Epoch [148][520/940] lr: 2.307e-01, eta: 23:04:16, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3604, top5_acc: 0.6135, loss_cls: 2.9173, loss: 2.9173, grad_norm: 1.3983 2020-07-24 22:56:07,251 - mmaction - INFO - Epoch [148][540/940] lr: 2.307e-01, eta: 23:03:53, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3688, top5_acc: 0.6182, loss_cls: 2.8763, loss: 2.8763, grad_norm: 1.3632 2020-07-24 22:56:20,707 - mmaction - INFO - Epoch [148][560/940] lr: 2.307e-01, eta: 23:03:32, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3549, top5_acc: 0.6129, loss_cls: 2.9082, loss: 2.9082, grad_norm: 1.4133 2020-07-24 22:56:33,648 - mmaction - INFO - Epoch [148][580/940] lr: 2.307e-01, eta: 23:03:09, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3506, top5_acc: 0.6168, loss_cls: 2.9141, loss: 2.9141, grad_norm: 1.3947 2020-07-24 22:56:46,996 - mmaction - INFO - Epoch [148][600/940] lr: 2.307e-01, eta: 23:02:47, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.3650, top5_acc: 0.6041, loss_cls: 2.8963, loss: 2.8963, grad_norm: 1.3839 2020-07-24 22:57:00,440 - mmaction - INFO - Epoch [148][620/940] lr: 2.307e-01, eta: 23:02:25, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3652, top5_acc: 0.6209, loss_cls: 2.8790, loss: 2.8790, grad_norm: 1.4008 2020-07-24 22:57:13,909 - mmaction - INFO - Epoch [148][640/940] lr: 2.307e-01, eta: 23:02:03, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3547, top5_acc: 0.6061, loss_cls: 2.9578, loss: 2.9578, grad_norm: 1.4015 2020-07-24 22:57:26,948 - mmaction - INFO - Epoch [148][660/940] lr: 2.307e-01, eta: 23:01:41, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.3641, top5_acc: 0.6213, loss_cls: 2.8863, loss: 2.8863, grad_norm: 1.4053 2020-07-24 22:57:40,523 - mmaction - INFO - Epoch [148][680/940] lr: 2.307e-01, eta: 23:01:19, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3537, top5_acc: 0.6113, loss_cls: 2.9246, loss: 2.9246, grad_norm: 1.4001 2020-07-24 22:57:53,429 - mmaction - INFO - Epoch [148][700/940] lr: 2.307e-01, eta: 23:00:56, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3678, top5_acc: 0.6189, loss_cls: 2.8526, loss: 2.8526, grad_norm: 1.3561 2020-07-24 22:58:06,296 - mmaction - INFO - Epoch [148][720/940] lr: 2.307e-01, eta: 23:00:33, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3680, top5_acc: 0.6248, loss_cls: 2.8505, loss: 2.8505, grad_norm: 1.3920 2020-07-24 22:58:20,471 - mmaction - INFO - Epoch [148][740/940] lr: 2.307e-01, eta: 23:00:13, time: 0.709, data_time: 0.002, memory: 9569, top1_acc: 0.3725, top5_acc: 0.6252, loss_cls: 2.8419, loss: 2.8419, grad_norm: 1.3833 2020-07-24 22:58:33,346 - mmaction - INFO - Epoch [148][760/940] lr: 2.307e-01, eta: 22:59:50, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3547, top5_acc: 0.6164, loss_cls: 2.9237, loss: 2.9237, grad_norm: 1.4212 2020-07-24 22:58:46,247 - mmaction - INFO - Epoch [148][780/940] lr: 2.307e-01, eta: 22:59:27, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3734, top5_acc: 0.6258, loss_cls: 2.8532, loss: 2.8532, grad_norm: 1.3800 2020-07-24 22:59:00,833 - mmaction - INFO - Epoch [148][800/940] lr: 2.307e-01, eta: 22:59:08, time: 0.730, data_time: 0.002, memory: 9569, top1_acc: 0.3566, top5_acc: 0.6053, loss_cls: 2.9305, loss: 2.9305, grad_norm: 1.3688 2020-07-24 22:59:13,716 - mmaction - INFO - Epoch [148][820/940] lr: 2.307e-01, eta: 22:58:45, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3621, top5_acc: 0.6094, loss_cls: 2.9101, loss: 2.9101, grad_norm: 1.4073 2020-07-24 22:59:27,169 - mmaction - INFO - Epoch [148][840/940] lr: 2.307e-01, eta: 22:58:23, time: 0.672, data_time: 0.001, memory: 9569, top1_acc: 0.3736, top5_acc: 0.6199, loss_cls: 2.9043, loss: 2.9043, grad_norm: 1.3941 2020-07-24 22:59:40,226 - mmaction - INFO - Epoch [148][860/940] lr: 2.307e-01, eta: 22:58:00, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3609, top5_acc: 0.6107, loss_cls: 2.9074, loss: 2.9074, grad_norm: 1.3746 2020-07-24 22:59:53,572 - mmaction - INFO - Epoch [148][880/940] lr: 2.307e-01, eta: 22:57:39, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3617, top5_acc: 0.6135, loss_cls: 2.8977, loss: 2.8977, grad_norm: 1.3889 2020-07-24 23:00:12,843 - mmaction - INFO - Epoch [148][900/940] lr: 2.307e-01, eta: 22:57:28, time: 0.961, data_time: 0.009, memory: 9569, top1_acc: 0.3709, top5_acc: 0.6250, loss_cls: 2.8424, loss: 2.8424, grad_norm: 1.3884 2020-07-24 23:00:26,595 - mmaction - INFO - Epoch [148][920/940] lr: 2.307e-01, eta: 22:57:07, time: 0.691, data_time: 0.010, memory: 9569, top1_acc: 0.3623, top5_acc: 0.6002, loss_cls: 2.9390, loss: 2.9390, grad_norm: 1.3993 2020-07-24 23:00:39,312 - mmaction - INFO - Epoch [148][940/940] lr: 2.307e-01, eta: 22:56:44, time: 0.635, data_time: 0.002, memory: 9569, top1_acc: 0.3713, top5_acc: 0.6120, loss_cls: 2.8916, loss: 2.8916, grad_norm: 1.3801 2020-07-24 23:00:47,483 - mmaction - INFO - Saving checkpoint at 148 epochs 2020-07-24 23:03:06,310 - mmaction - INFO - Epoch [149][20/940] lr: 2.271e-01, eta: 23:00:21, time: 6.865, data_time: 6.105, memory: 9569, top1_acc: 0.3721, top5_acc: 0.6113, loss_cls: 2.8663, loss: 2.8663, grad_norm: 1.4054 2020-07-24 23:03:20,279 - mmaction - INFO - Epoch [149][40/940] lr: 2.271e-01, eta: 23:00:00, time: 0.700, data_time: 0.003, memory: 9569, top1_acc: 0.3742, top5_acc: 0.6275, loss_cls: 2.8186, loss: 2.8186, grad_norm: 1.4124 2020-07-24 23:03:33,341 - mmaction - INFO - Epoch [149][60/940] lr: 2.271e-01, eta: 22:59:37, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.3656, top5_acc: 0.6221, loss_cls: 2.8604, loss: 2.8604, grad_norm: 1.4277 2020-07-24 23:03:46,671 - mmaction - INFO - Epoch [149][80/940] lr: 2.271e-01, eta: 22:59:15, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.3766, top5_acc: 0.6258, loss_cls: 2.8228, loss: 2.8228, grad_norm: 1.4301 2020-07-24 23:03:59,978 - mmaction - INFO - Epoch [149][100/940] lr: 2.271e-01, eta: 22:58:53, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.3648, top5_acc: 0.6037, loss_cls: 2.9180, loss: 2.9180, grad_norm: 1.4000 2020-07-24 23:04:12,892 - mmaction - INFO - Epoch [149][120/940] lr: 2.271e-01, eta: 22:58:30, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3621, top5_acc: 0.6143, loss_cls: 2.9181, loss: 2.9181, grad_norm: 1.3961 2020-07-24 23:04:26,636 - mmaction - INFO - Epoch [149][140/940] lr: 2.271e-01, eta: 22:58:09, time: 0.687, data_time: 0.001, memory: 9569, top1_acc: 0.3574, top5_acc: 0.6098, loss_cls: 2.9145, loss: 2.9145, grad_norm: 1.4087 2020-07-24 23:04:40,096 - mmaction - INFO - Epoch [149][160/940] lr: 2.271e-01, eta: 22:57:47, time: 0.672, data_time: 0.001, memory: 9569, top1_acc: 0.3631, top5_acc: 0.6111, loss_cls: 2.8726, loss: 2.8726, grad_norm: 1.4106 2020-07-24 23:04:53,485 - mmaction - INFO - Epoch [149][180/940] lr: 2.271e-01, eta: 22:57:25, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3568, top5_acc: 0.6168, loss_cls: 2.8855, loss: 2.8855, grad_norm: 1.4186 2020-07-24 23:05:06,405 - mmaction - INFO - Epoch [149][200/940] lr: 2.271e-01, eta: 22:57:03, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3691, top5_acc: 0.6170, loss_cls: 2.8787, loss: 2.8787, grad_norm: 1.3801 2020-07-24 23:05:20,615 - mmaction - INFO - Epoch [149][220/940] lr: 2.271e-01, eta: 22:56:42, time: 0.710, data_time: 0.002, memory: 9569, top1_acc: 0.3586, top5_acc: 0.6076, loss_cls: 2.8899, loss: 2.8899, grad_norm: 1.3932 2020-07-24 23:05:35,098 - mmaction - INFO - Epoch [149][240/940] lr: 2.271e-01, eta: 22:56:22, time: 0.725, data_time: 0.002, memory: 9569, top1_acc: 0.3738, top5_acc: 0.6242, loss_cls: 2.8349, loss: 2.8349, grad_norm: 1.4098 2020-07-24 23:05:48,406 - mmaction - INFO - Epoch [149][260/940] lr: 2.271e-01, eta: 22:56:00, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3754, top5_acc: 0.6172, loss_cls: 2.8633, loss: 2.8633, grad_norm: 1.3992 2020-07-24 23:06:01,306 - mmaction - INFO - Epoch [149][280/940] lr: 2.271e-01, eta: 22:55:38, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3557, top5_acc: 0.6027, loss_cls: 2.9152, loss: 2.9152, grad_norm: 1.4014 2020-07-24 23:06:14,247 - mmaction - INFO - Epoch [149][300/940] lr: 2.271e-01, eta: 22:55:15, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3641, top5_acc: 0.6141, loss_cls: 2.8908, loss: 2.8908, grad_norm: 1.3931 2020-07-24 23:06:27,759 - mmaction - INFO - Epoch [149][320/940] lr: 2.271e-01, eta: 22:54:53, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3609, top5_acc: 0.6131, loss_cls: 2.8522, loss: 2.8522, grad_norm: 1.4042 2020-07-24 23:06:41,182 - mmaction - INFO - Epoch [149][340/940] lr: 2.271e-01, eta: 22:54:31, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3740, top5_acc: 0.6182, loss_cls: 2.8543, loss: 2.8543, grad_norm: 1.4000 2020-07-24 23:06:54,528 - mmaction - INFO - Epoch [149][360/940] lr: 2.271e-01, eta: 22:54:09, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.3629, top5_acc: 0.6150, loss_cls: 2.8729, loss: 2.8729, grad_norm: 1.4306 2020-07-24 23:07:07,783 - mmaction - INFO - Epoch [149][380/940] lr: 2.271e-01, eta: 22:53:47, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.3631, top5_acc: 0.6160, loss_cls: 2.9051, loss: 2.9051, grad_norm: 1.4261 2020-07-24 23:07:21,448 - mmaction - INFO - Epoch [149][400/940] lr: 2.271e-01, eta: 22:53:26, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.3557, top5_acc: 0.6061, loss_cls: 2.9292, loss: 2.9292, grad_norm: 1.4036 2020-07-24 23:07:34,376 - mmaction - INFO - Epoch [149][420/940] lr: 2.271e-01, eta: 22:53:03, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3586, top5_acc: 0.6098, loss_cls: 2.9119, loss: 2.9119, grad_norm: 1.3907 2020-07-24 23:07:47,406 - mmaction - INFO - Epoch [149][440/940] lr: 2.271e-01, eta: 22:52:41, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.3629, top5_acc: 0.6143, loss_cls: 2.8994, loss: 2.8994, grad_norm: 1.3887 2020-07-24 23:08:01,333 - mmaction - INFO - Epoch [149][460/940] lr: 2.271e-01, eta: 22:52:20, time: 0.696, data_time: 0.002, memory: 9569, top1_acc: 0.3764, top5_acc: 0.6287, loss_cls: 2.8360, loss: 2.8360, grad_norm: 1.4199 2020-07-24 23:08:14,220 - mmaction - INFO - Epoch [149][480/940] lr: 2.271e-01, eta: 22:51:57, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3639, top5_acc: 0.6158, loss_cls: 2.8907, loss: 2.8907, grad_norm: 1.4142 2020-07-24 23:08:28,076 - mmaction - INFO - Epoch [149][500/940] lr: 2.271e-01, eta: 22:51:36, time: 0.694, data_time: 0.003, memory: 9569, top1_acc: 0.3703, top5_acc: 0.6066, loss_cls: 2.8978, loss: 2.8978, grad_norm: 1.3761 2020-07-24 23:08:40,996 - mmaction - INFO - Epoch [149][520/940] lr: 2.271e-01, eta: 22:51:13, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3682, top5_acc: 0.6219, loss_cls: 2.8731, loss: 2.8731, grad_norm: 1.4177 2020-07-24 23:08:54,581 - mmaction - INFO - Epoch [149][540/940] lr: 2.271e-01, eta: 22:50:52, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3592, top5_acc: 0.6090, loss_cls: 2.9154, loss: 2.9154, grad_norm: 1.3854 2020-07-24 23:09:07,503 - mmaction - INFO - Epoch [149][560/940] lr: 2.271e-01, eta: 22:50:29, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3629, top5_acc: 0.6113, loss_cls: 2.8837, loss: 2.8837, grad_norm: 1.3877 2020-07-24 23:09:20,415 - mmaction - INFO - Epoch [149][580/940] lr: 2.271e-01, eta: 22:50:07, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.3697, top5_acc: 0.6201, loss_cls: 2.8587, loss: 2.8587, grad_norm: 1.3998 2020-07-24 23:09:33,835 - mmaction - INFO - Epoch [149][600/940] lr: 2.271e-01, eta: 22:49:45, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3580, top5_acc: 0.6076, loss_cls: 2.9022, loss: 2.9022, grad_norm: 1.4152 2020-07-24 23:09:46,748 - mmaction - INFO - Epoch [149][620/940] lr: 2.271e-01, eta: 22:49:22, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3570, top5_acc: 0.6059, loss_cls: 2.9179, loss: 2.9179, grad_norm: 1.4101 2020-07-24 23:09:59,715 - mmaction - INFO - Epoch [149][640/940] lr: 2.271e-01, eta: 22:49:00, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3541, top5_acc: 0.6096, loss_cls: 2.8925, loss: 2.8925, grad_norm: 1.3761 2020-07-24 23:10:12,769 - mmaction - INFO - Epoch [149][660/940] lr: 2.271e-01, eta: 22:48:37, time: 0.652, data_time: 0.007, memory: 9569, top1_acc: 0.3631, top5_acc: 0.6127, loss_cls: 2.8950, loss: 2.8950, grad_norm: 1.3826 2020-07-24 23:10:25,744 - mmaction - INFO - Epoch [149][680/940] lr: 2.271e-01, eta: 22:48:15, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3572, top5_acc: 0.6168, loss_cls: 2.8963, loss: 2.8963, grad_norm: 1.4200 2020-07-24 23:10:38,661 - mmaction - INFO - Epoch [149][700/940] lr: 2.271e-01, eta: 22:47:52, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3525, top5_acc: 0.6059, loss_cls: 2.9301, loss: 2.9301, grad_norm: 1.4169 2020-07-24 23:10:52,192 - mmaction - INFO - Epoch [149][720/940] lr: 2.271e-01, eta: 22:47:31, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3615, top5_acc: 0.6119, loss_cls: 2.8970, loss: 2.8970, grad_norm: 1.3826 2020-07-24 23:11:05,467 - mmaction - INFO - Epoch [149][740/940] lr: 2.271e-01, eta: 22:47:09, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3652, top5_acc: 0.6150, loss_cls: 2.8898, loss: 2.8898, grad_norm: 1.4212 2020-07-24 23:11:18,598 - mmaction - INFO - Epoch [149][760/940] lr: 2.271e-01, eta: 22:46:46, time: 0.657, data_time: 0.002, memory: 9569, top1_acc: 0.3723, top5_acc: 0.6295, loss_cls: 2.8581, loss: 2.8581, grad_norm: 1.4157 2020-07-24 23:11:32,584 - mmaction - INFO - Epoch [149][780/940] lr: 2.271e-01, eta: 22:46:26, time: 0.700, data_time: 0.001, memory: 9569, top1_acc: 0.3609, top5_acc: 0.6189, loss_cls: 2.8649, loss: 2.8649, grad_norm: 1.4048 2020-07-24 23:11:45,912 - mmaction - INFO - Epoch [149][800/940] lr: 2.271e-01, eta: 22:46:04, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.3564, top5_acc: 0.6105, loss_cls: 2.9303, loss: 2.9303, grad_norm: 1.4145 2020-07-24 23:11:58,971 - mmaction - INFO - Epoch [149][820/940] lr: 2.271e-01, eta: 22:45:42, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3596, top5_acc: 0.6113, loss_cls: 2.9062, loss: 2.9062, grad_norm: 1.4193 2020-07-24 23:12:12,714 - mmaction - INFO - Epoch [149][840/940] lr: 2.271e-01, eta: 22:45:21, time: 0.686, data_time: 0.001, memory: 9569, top1_acc: 0.3492, top5_acc: 0.6070, loss_cls: 2.9054, loss: 2.9054, grad_norm: 1.4198 2020-07-24 23:12:25,650 - mmaction - INFO - Epoch [149][860/940] lr: 2.271e-01, eta: 22:44:58, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3650, top5_acc: 0.6246, loss_cls: 2.8672, loss: 2.8672, grad_norm: 1.3934 2020-07-24 23:12:38,535 - mmaction - INFO - Epoch [149][880/940] lr: 2.271e-01, eta: 22:44:35, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3631, top5_acc: 0.6156, loss_cls: 2.8981, loss: 2.8981, grad_norm: 1.4215 2020-07-24 23:12:52,418 - mmaction - INFO - Epoch [149][900/940] lr: 2.271e-01, eta: 22:44:15, time: 0.694, data_time: 0.001, memory: 9569, top1_acc: 0.3561, top5_acc: 0.6037, loss_cls: 2.9302, loss: 2.9302, grad_norm: 1.3910 2020-07-24 23:13:05,481 - mmaction - INFO - Epoch [149][920/940] lr: 2.271e-01, eta: 22:43:52, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3535, top5_acc: 0.6076, loss_cls: 2.9273, loss: 2.9273, grad_norm: 1.3903 2020-07-24 23:13:17,627 - mmaction - INFO - Epoch [149][940/940] lr: 2.271e-01, eta: 22:43:28, time: 0.608, data_time: 0.002, memory: 9569, top1_acc: 0.3547, top5_acc: 0.6009, loss_cls: 2.9448, loss: 2.9448, grad_norm: 1.4110 2020-07-24 23:15:57,905 - mmaction - INFO - Epoch [150][20/940] lr: 2.235e-01, eta: 22:47:31, time: 7.710, data_time: 6.989, memory: 9569, top1_acc: 0.3621, top5_acc: 0.6129, loss_cls: 2.9120, loss: 2.9120, grad_norm: 1.4145 2020-07-24 23:16:11,152 - mmaction - INFO - Epoch [150][40/940] lr: 2.235e-01, eta: 22:47:09, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.3566, top5_acc: 0.6176, loss_cls: 2.8741, loss: 2.8741, grad_norm: 1.3965 2020-07-24 23:16:24,032 - mmaction - INFO - Epoch [150][60/940] lr: 2.235e-01, eta: 22:46:46, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3791, top5_acc: 0.6227, loss_cls: 2.8256, loss: 2.8256, grad_norm: 1.4009 2020-07-24 23:16:37,851 - mmaction - INFO - Epoch [150][80/940] lr: 2.235e-01, eta: 22:46:25, time: 0.691, data_time: 0.001, memory: 9569, top1_acc: 0.3664, top5_acc: 0.6102, loss_cls: 2.8964, loss: 2.8964, grad_norm: 1.4038 2020-07-24 23:16:51,310 - mmaction - INFO - Epoch [150][100/940] lr: 2.235e-01, eta: 22:46:03, time: 0.672, data_time: 0.003, memory: 9569, top1_acc: 0.3752, top5_acc: 0.6176, loss_cls: 2.8452, loss: 2.8452, grad_norm: 1.3949 2020-07-24 23:17:04,293 - mmaction - INFO - Epoch [150][120/940] lr: 2.235e-01, eta: 22:45:41, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.3715, top5_acc: 0.6203, loss_cls: 2.8414, loss: 2.8414, grad_norm: 1.4128 2020-07-24 23:17:17,223 - mmaction - INFO - Epoch [150][140/940] lr: 2.235e-01, eta: 22:45:18, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3762, top5_acc: 0.6189, loss_cls: 2.8622, loss: 2.8622, grad_norm: 1.4280 2020-07-24 23:17:31,135 - mmaction - INFO - Epoch [150][160/940] lr: 2.235e-01, eta: 22:44:57, time: 0.696, data_time: 0.001, memory: 9569, top1_acc: 0.3705, top5_acc: 0.6182, loss_cls: 2.8606, loss: 2.8606, grad_norm: 1.4207 2020-07-24 23:17:44,036 - mmaction - INFO - Epoch [150][180/940] lr: 2.235e-01, eta: 22:44:35, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3643, top5_acc: 0.6193, loss_cls: 2.8591, loss: 2.8591, grad_norm: 1.3892 2020-07-24 23:17:57,453 - mmaction - INFO - Epoch [150][200/940] lr: 2.235e-01, eta: 22:44:13, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.3701, top5_acc: 0.6225, loss_cls: 2.8592, loss: 2.8592, grad_norm: 1.3895 2020-07-24 23:18:10,730 - mmaction - INFO - Epoch [150][220/940] lr: 2.235e-01, eta: 22:43:51, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3553, top5_acc: 0.6197, loss_cls: 2.8857, loss: 2.8857, grad_norm: 1.4234 2020-07-24 23:18:23,858 - mmaction - INFO - Epoch [150][240/940] lr: 2.235e-01, eta: 22:43:29, time: 0.657, data_time: 0.002, memory: 9569, top1_acc: 0.3666, top5_acc: 0.6162, loss_cls: 2.8841, loss: 2.8841, grad_norm: 1.4261 2020-07-24 23:18:36,810 - mmaction - INFO - Epoch [150][260/940] lr: 2.235e-01, eta: 22:43:06, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3525, top5_acc: 0.6037, loss_cls: 2.9492, loss: 2.9492, grad_norm: 1.4221 2020-07-24 23:18:50,263 - mmaction - INFO - Epoch [150][280/940] lr: 2.235e-01, eta: 22:42:45, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3732, top5_acc: 0.6186, loss_cls: 2.8639, loss: 2.8639, grad_norm: 1.4007 2020-07-24 23:19:03,174 - mmaction - INFO - Epoch [150][300/940] lr: 2.235e-01, eta: 22:42:22, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3656, top5_acc: 0.6221, loss_cls: 2.8643, loss: 2.8643, grad_norm: 1.3993 2020-07-24 23:19:16,010 - mmaction - INFO - Epoch [150][320/940] lr: 2.235e-01, eta: 22:41:59, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3770, top5_acc: 0.6201, loss_cls: 2.8297, loss: 2.8297, grad_norm: 1.4055 2020-07-24 23:19:29,754 - mmaction - INFO - Epoch [150][340/940] lr: 2.235e-01, eta: 22:41:38, time: 0.687, data_time: 0.002, memory: 9569, top1_acc: 0.3670, top5_acc: 0.6135, loss_cls: 2.9090, loss: 2.9090, grad_norm: 1.4212 2020-07-24 23:19:43,078 - mmaction - INFO - Epoch [150][360/940] lr: 2.235e-01, eta: 22:41:16, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3563, top5_acc: 0.6133, loss_cls: 2.9017, loss: 2.9017, grad_norm: 1.4161 2020-07-24 23:19:56,028 - mmaction - INFO - Epoch [150][380/940] lr: 2.235e-01, eta: 22:40:54, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3568, top5_acc: 0.6078, loss_cls: 2.9129, loss: 2.9129, grad_norm: 1.3991 2020-07-24 23:20:09,452 - mmaction - INFO - Epoch [150][400/940] lr: 2.235e-01, eta: 22:40:32, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3686, top5_acc: 0.6199, loss_cls: 2.8653, loss: 2.8653, grad_norm: 1.4049 2020-07-24 23:20:22,539 - mmaction - INFO - Epoch [150][420/940] lr: 2.235e-01, eta: 22:40:10, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.3691, top5_acc: 0.6232, loss_cls: 2.8446, loss: 2.8446, grad_norm: 1.4145 2020-07-24 23:20:35,774 - mmaction - INFO - Epoch [150][440/940] lr: 2.235e-01, eta: 22:39:48, time: 0.661, data_time: 0.001, memory: 9569, top1_acc: 0.3594, top5_acc: 0.6119, loss_cls: 2.9118, loss: 2.9118, grad_norm: 1.4163 2020-07-24 23:20:49,238 - mmaction - INFO - Epoch [150][460/940] lr: 2.235e-01, eta: 22:39:27, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3748, top5_acc: 0.6246, loss_cls: 2.8450, loss: 2.8450, grad_norm: 1.3907 2020-07-24 23:21:02,349 - mmaction - INFO - Epoch [150][480/940] lr: 2.235e-01, eta: 22:39:04, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.3650, top5_acc: 0.6078, loss_cls: 2.9023, loss: 2.9023, grad_norm: 1.4102 2020-07-24 23:21:15,739 - mmaction - INFO - Epoch [150][500/940] lr: 2.235e-01, eta: 22:38:43, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3771, top5_acc: 0.6305, loss_cls: 2.8144, loss: 2.8144, grad_norm: 1.3897 2020-07-24 23:21:28,683 - mmaction - INFO - Epoch [150][520/940] lr: 2.235e-01, eta: 22:38:20, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3660, top5_acc: 0.6211, loss_cls: 2.8574, loss: 2.8574, grad_norm: 1.4189 2020-07-24 23:21:42,505 - mmaction - INFO - Epoch [150][540/940] lr: 2.235e-01, eta: 22:37:59, time: 0.692, data_time: 0.003, memory: 9569, top1_acc: 0.3684, top5_acc: 0.6213, loss_cls: 2.8709, loss: 2.8709, grad_norm: 1.4142 2020-07-24 23:21:55,907 - mmaction - INFO - Epoch [150][560/940] lr: 2.235e-01, eta: 22:37:38, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3619, top5_acc: 0.6146, loss_cls: 2.8954, loss: 2.8954, grad_norm: 1.4192 2020-07-24 23:22:08,808 - mmaction - INFO - Epoch [150][580/940] lr: 2.235e-01, eta: 22:37:15, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3717, top5_acc: 0.6275, loss_cls: 2.8303, loss: 2.8303, grad_norm: 1.4248 2020-07-24 23:22:22,117 - mmaction - INFO - Epoch [150][600/940] lr: 2.235e-01, eta: 22:36:53, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.3705, top5_acc: 0.6162, loss_cls: 2.8852, loss: 2.8852, grad_norm: 1.4210 2020-07-24 23:22:35,167 - mmaction - INFO - Epoch [150][620/940] lr: 2.235e-01, eta: 22:36:31, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.3566, top5_acc: 0.6080, loss_cls: 2.9088, loss: 2.9088, grad_norm: 1.3894 2020-07-24 23:22:48,123 - mmaction - INFO - Epoch [150][640/940] lr: 2.235e-01, eta: 22:36:09, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.3623, top5_acc: 0.6186, loss_cls: 2.8635, loss: 2.8635, grad_norm: 1.4040 2020-07-24 23:23:01,430 - mmaction - INFO - Epoch [150][660/940] lr: 2.235e-01, eta: 22:35:47, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.3771, top5_acc: 0.6268, loss_cls: 2.8171, loss: 2.8171, grad_norm: 1.4075 2020-07-24 23:23:14,383 - mmaction - INFO - Epoch [150][680/940] lr: 2.235e-01, eta: 22:35:25, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3340, top5_acc: 0.5961, loss_cls: 3.0086, loss: 3.0086, grad_norm: 1.4524 2020-07-24 23:23:28,085 - mmaction - INFO - Epoch [150][700/940] lr: 2.235e-01, eta: 22:35:03, time: 0.685, data_time: 0.002, memory: 9569, top1_acc: 0.3717, top5_acc: 0.6213, loss_cls: 2.8598, loss: 2.8598, grad_norm: 1.3991 2020-07-24 23:23:41,224 - mmaction - INFO - Epoch [150][720/940] lr: 2.235e-01, eta: 22:34:41, time: 0.657, data_time: 0.002, memory: 9569, top1_acc: 0.3699, top5_acc: 0.6178, loss_cls: 2.8914, loss: 2.8914, grad_norm: 1.4080 2020-07-24 23:23:54,209 - mmaction - INFO - Epoch [150][740/940] lr: 2.235e-01, eta: 22:34:19, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.3652, top5_acc: 0.6250, loss_cls: 2.8583, loss: 2.8583, grad_norm: 1.3920 2020-07-24 23:24:07,962 - mmaction - INFO - Epoch [150][760/940] lr: 2.235e-01, eta: 22:33:58, time: 0.688, data_time: 0.002, memory: 9569, top1_acc: 0.3795, top5_acc: 0.6312, loss_cls: 2.7788, loss: 2.7788, grad_norm: 1.3919 2020-07-24 23:24:20,905 - mmaction - INFO - Epoch [150][780/940] lr: 2.235e-01, eta: 22:33:36, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3547, top5_acc: 0.6037, loss_cls: 2.9466, loss: 2.9466, grad_norm: 1.4362 2020-07-24 23:24:34,933 - mmaction - INFO - Epoch [150][800/940] lr: 2.235e-01, eta: 22:33:15, time: 0.702, data_time: 0.002, memory: 9569, top1_acc: 0.3609, top5_acc: 0.6121, loss_cls: 2.9237, loss: 2.9237, grad_norm: 1.4257 2020-07-24 23:24:47,875 - mmaction - INFO - Epoch [150][820/940] lr: 2.235e-01, eta: 22:32:53, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3496, top5_acc: 0.5996, loss_cls: 2.9409, loss: 2.9409, grad_norm: 1.3982 2020-07-24 23:25:00,829 - mmaction - INFO - Epoch [150][840/940] lr: 2.235e-01, eta: 22:32:31, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3748, top5_acc: 0.6184, loss_cls: 2.8700, loss: 2.8700, grad_norm: 1.4051 2020-07-24 23:25:14,615 - mmaction - INFO - Epoch [150][860/940] lr: 2.235e-01, eta: 22:32:10, time: 0.688, data_time: 0.001, memory: 9569, top1_acc: 0.3611, top5_acc: 0.6082, loss_cls: 2.9128, loss: 2.9128, grad_norm: 1.4204 2020-07-24 23:25:27,690 - mmaction - INFO - Epoch [150][880/940] lr: 2.235e-01, eta: 22:31:48, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3543, top5_acc: 0.6090, loss_cls: 2.9195, loss: 2.9195, grad_norm: 1.4317 2020-07-24 23:25:40,645 - mmaction - INFO - Epoch [150][900/940] lr: 2.235e-01, eta: 22:31:25, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3566, top5_acc: 0.6146, loss_cls: 2.8895, loss: 2.8895, grad_norm: 1.3874 2020-07-24 23:25:54,086 - mmaction - INFO - Epoch [150][920/940] lr: 2.235e-01, eta: 22:31:04, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3648, top5_acc: 0.6170, loss_cls: 2.8644, loss: 2.8644, grad_norm: 1.4050 2020-07-24 23:26:06,670 - mmaction - INFO - Epoch [150][940/940] lr: 2.235e-01, eta: 22:30:41, time: 0.630, data_time: 0.002, memory: 9569, top1_acc: 0.3569, top5_acc: 0.6130, loss_cls: 2.9002, loss: 2.9002, grad_norm: 1.4169 2020-07-24 23:28:46,059 - mmaction - INFO - Epoch [151][20/940] lr: 2.200e-01, eta: 22:34:36, time: 7.697, data_time: 6.980, memory: 9569, top1_acc: 0.3789, top5_acc: 0.6195, loss_cls: 2.8416, loss: 2.8416, grad_norm: 1.3719 2020-07-24 23:28:59,244 - mmaction - INFO - Epoch [151][40/940] lr: 2.200e-01, eta: 22:34:14, time: 0.658, data_time: 0.001, memory: 9569, top1_acc: 0.3836, top5_acc: 0.6332, loss_cls: 2.8228, loss: 2.8228, grad_norm: 1.4034 2020-07-24 23:29:12,104 - mmaction - INFO - Epoch [151][60/940] lr: 2.200e-01, eta: 22:33:51, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3766, top5_acc: 0.6301, loss_cls: 2.8030, loss: 2.8030, grad_norm: 1.4093 2020-07-24 23:29:25,066 - mmaction - INFO - Epoch [151][80/940] lr: 2.200e-01, eta: 22:33:29, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3723, top5_acc: 0.6340, loss_cls: 2.8263, loss: 2.8263, grad_norm: 1.4128 2020-07-24 23:29:38,102 - mmaction - INFO - Epoch [151][100/940] lr: 2.200e-01, eta: 22:33:07, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3680, top5_acc: 0.6309, loss_cls: 2.8192, loss: 2.8192, grad_norm: 1.4307 2020-07-24 23:29:51,599 - mmaction - INFO - Epoch [151][120/940] lr: 2.200e-01, eta: 22:32:45, time: 0.675, data_time: 0.001, memory: 9569, top1_acc: 0.3643, top5_acc: 0.6145, loss_cls: 2.8922, loss: 2.8922, grad_norm: 1.4285 2020-07-24 23:30:04,455 - mmaction - INFO - Epoch [151][140/940] lr: 2.200e-01, eta: 22:32:23, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3582, top5_acc: 0.6201, loss_cls: 2.8526, loss: 2.8526, grad_norm: 1.3999 2020-07-24 23:30:17,343 - mmaction - INFO - Epoch [151][160/940] lr: 2.200e-01, eta: 22:32:00, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3727, top5_acc: 0.6225, loss_cls: 2.8609, loss: 2.8609, grad_norm: 1.4152 2020-07-24 23:30:30,205 - mmaction - INFO - Epoch [151][180/940] lr: 2.200e-01, eta: 22:31:38, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3676, top5_acc: 0.6193, loss_cls: 2.8448, loss: 2.8448, grad_norm: 1.4371 2020-07-24 23:30:44,248 - mmaction - INFO - Epoch [151][200/940] lr: 2.200e-01, eta: 22:31:17, time: 0.702, data_time: 0.001, memory: 9569, top1_acc: 0.3682, top5_acc: 0.6209, loss_cls: 2.8545, loss: 2.8545, grad_norm: 1.4083 2020-07-24 23:30:57,726 - mmaction - INFO - Epoch [151][220/940] lr: 2.200e-01, eta: 22:30:56, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3693, top5_acc: 0.6201, loss_cls: 2.8614, loss: 2.8614, grad_norm: 1.4153 2020-07-24 23:31:11,401 - mmaction - INFO - Epoch [151][240/940] lr: 2.200e-01, eta: 22:30:35, time: 0.684, data_time: 0.003, memory: 9569, top1_acc: 0.3688, top5_acc: 0.6193, loss_cls: 2.8375, loss: 2.8375, grad_norm: 1.4253 2020-07-24 23:31:24,787 - mmaction - INFO - Epoch [151][260/940] lr: 2.200e-01, eta: 22:30:13, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.3666, top5_acc: 0.6238, loss_cls: 2.8392, loss: 2.8392, grad_norm: 1.4222 2020-07-24 23:31:38,333 - mmaction - INFO - Epoch [151][280/940] lr: 2.200e-01, eta: 22:29:52, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3531, top5_acc: 0.6078, loss_cls: 2.9245, loss: 2.9245, grad_norm: 1.4436 2020-07-24 23:31:52,326 - mmaction - INFO - Epoch [151][300/940] lr: 2.200e-01, eta: 22:29:31, time: 0.700, data_time: 0.002, memory: 9569, top1_acc: 0.3758, top5_acc: 0.6219, loss_cls: 2.8558, loss: 2.8558, grad_norm: 1.4139 2020-07-24 23:32:05,222 - mmaction - INFO - Epoch [151][320/940] lr: 2.200e-01, eta: 22:29:09, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3641, top5_acc: 0.6178, loss_cls: 2.8868, loss: 2.8868, grad_norm: 1.4053 2020-07-24 23:32:19,008 - mmaction - INFO - Epoch [151][340/940] lr: 2.200e-01, eta: 22:28:48, time: 0.690, data_time: 0.002, memory: 9569, top1_acc: 0.3756, top5_acc: 0.6240, loss_cls: 2.8791, loss: 2.8791, grad_norm: 1.4127 2020-07-24 23:32:32,551 - mmaction - INFO - Epoch [151][360/940] lr: 2.200e-01, eta: 22:28:27, time: 0.676, data_time: 0.001, memory: 9569, top1_acc: 0.3582, top5_acc: 0.6027, loss_cls: 2.9493, loss: 2.9493, grad_norm: 1.4167 2020-07-24 23:32:45,406 - mmaction - INFO - Epoch [151][380/940] lr: 2.200e-01, eta: 22:28:04, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3668, top5_acc: 0.6287, loss_cls: 2.8427, loss: 2.8427, grad_norm: 1.3962 2020-07-24 23:32:58,357 - mmaction - INFO - Epoch [151][400/940] lr: 2.200e-01, eta: 22:27:42, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3684, top5_acc: 0.6264, loss_cls: 2.8484, loss: 2.8484, grad_norm: 1.4086 2020-07-24 23:33:12,105 - mmaction - INFO - Epoch [151][420/940] lr: 2.200e-01, eta: 22:27:21, time: 0.689, data_time: 0.002, memory: 9569, top1_acc: 0.3508, top5_acc: 0.6141, loss_cls: 2.8852, loss: 2.8852, grad_norm: 1.4384 2020-07-24 23:33:25,013 - mmaction - INFO - Epoch [151][440/940] lr: 2.200e-01, eta: 22:26:58, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3672, top5_acc: 0.6156, loss_cls: 2.8849, loss: 2.8849, grad_norm: 1.4186 2020-07-24 23:33:38,974 - mmaction - INFO - Epoch [151][460/940] lr: 2.200e-01, eta: 22:26:38, time: 0.697, data_time: 0.001, memory: 9569, top1_acc: 0.3848, top5_acc: 0.6340, loss_cls: 2.7989, loss: 2.7989, grad_norm: 1.4104 2020-07-24 23:33:52,439 - mmaction - INFO - Epoch [151][480/940] lr: 2.200e-01, eta: 22:26:17, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3619, top5_acc: 0.6188, loss_cls: 2.9019, loss: 2.9019, grad_norm: 1.4274 2020-07-24 23:34:05,339 - mmaction - INFO - Epoch [151][500/940] lr: 2.200e-01, eta: 22:25:54, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3664, top5_acc: 0.6201, loss_cls: 2.8520, loss: 2.8520, grad_norm: 1.4053 2020-07-24 23:34:18,867 - mmaction - INFO - Epoch [151][520/940] lr: 2.200e-01, eta: 22:25:33, time: 0.676, data_time: 0.001, memory: 9569, top1_acc: 0.3607, top5_acc: 0.6182, loss_cls: 2.8817, loss: 2.8817, grad_norm: 1.4450 2020-07-24 23:34:31,785 - mmaction - INFO - Epoch [151][540/940] lr: 2.200e-01, eta: 22:25:11, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3555, top5_acc: 0.6074, loss_cls: 2.9191, loss: 2.9191, grad_norm: 1.4333 2020-07-24 23:34:45,127 - mmaction - INFO - Epoch [151][560/940] lr: 2.200e-01, eta: 22:24:49, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3715, top5_acc: 0.6225, loss_cls: 2.8495, loss: 2.8495, grad_norm: 1.4223 2020-07-24 23:34:58,046 - mmaction - INFO - Epoch [151][580/940] lr: 2.200e-01, eta: 22:24:27, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3570, top5_acc: 0.6080, loss_cls: 2.9204, loss: 2.9204, grad_norm: 1.4294 2020-07-24 23:35:11,371 - mmaction - INFO - Epoch [151][600/940] lr: 2.200e-01, eta: 22:24:05, time: 0.667, data_time: 0.003, memory: 9569, top1_acc: 0.3703, top5_acc: 0.6258, loss_cls: 2.8566, loss: 2.8566, grad_norm: 1.4028 2020-07-24 23:35:24,311 - mmaction - INFO - Epoch [151][620/940] lr: 2.200e-01, eta: 22:23:43, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3568, top5_acc: 0.6057, loss_cls: 2.9162, loss: 2.9162, grad_norm: 1.4183 2020-07-24 23:35:37,340 - mmaction - INFO - Epoch [151][640/940] lr: 2.200e-01, eta: 22:23:21, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3752, top5_acc: 0.6164, loss_cls: 2.8658, loss: 2.8658, grad_norm: 1.4028 2020-07-24 23:35:50,786 - mmaction - INFO - Epoch [151][660/940] lr: 2.200e-01, eta: 22:22:59, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3740, top5_acc: 0.6199, loss_cls: 2.8369, loss: 2.8369, grad_norm: 1.4194 2020-07-24 23:36:03,739 - mmaction - INFO - Epoch [151][680/940] lr: 2.200e-01, eta: 22:22:37, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3615, top5_acc: 0.6105, loss_cls: 2.8975, loss: 2.8975, grad_norm: 1.4340 2020-07-24 23:36:16,820 - mmaction - INFO - Epoch [151][700/940] lr: 2.200e-01, eta: 22:22:15, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3664, top5_acc: 0.6133, loss_cls: 2.8542, loss: 2.8542, grad_norm: 1.4186 2020-07-24 23:36:29,787 - mmaction - INFO - Epoch [151][720/940] lr: 2.200e-01, eta: 22:21:53, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3738, top5_acc: 0.6217, loss_cls: 2.8396, loss: 2.8396, grad_norm: 1.4054 2020-07-24 23:36:43,290 - mmaction - INFO - Epoch [151][740/940] lr: 2.200e-01, eta: 22:21:31, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3738, top5_acc: 0.6350, loss_cls: 2.8034, loss: 2.8034, grad_norm: 1.4147 2020-07-24 23:36:56,227 - mmaction - INFO - Epoch [151][760/940] lr: 2.200e-01, eta: 22:21:09, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3682, top5_acc: 0.6143, loss_cls: 2.8874, loss: 2.8874, grad_norm: 1.4575 2020-07-24 23:37:09,233 - mmaction - INFO - Epoch [151][780/940] lr: 2.200e-01, eta: 22:20:47, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3619, top5_acc: 0.6191, loss_cls: 2.8879, loss: 2.8879, grad_norm: 1.4313 2020-07-24 23:37:22,790 - mmaction - INFO - Epoch [151][800/940] lr: 2.200e-01, eta: 22:20:26, time: 0.677, data_time: 0.003, memory: 9569, top1_acc: 0.3652, top5_acc: 0.6082, loss_cls: 2.9106, loss: 2.9106, grad_norm: 1.4301 2020-07-24 23:37:36,372 - mmaction - INFO - Epoch [151][820/940] lr: 2.200e-01, eta: 22:20:05, time: 0.680, data_time: 0.003, memory: 9569, top1_acc: 0.3732, top5_acc: 0.6207, loss_cls: 2.8619, loss: 2.8619, grad_norm: 1.4013 2020-07-24 23:37:49,324 - mmaction - INFO - Epoch [151][840/940] lr: 2.200e-01, eta: 22:19:43, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3627, top5_acc: 0.6268, loss_cls: 2.8507, loss: 2.8507, grad_norm: 1.4078 2020-07-24 23:38:02,943 - mmaction - INFO - Epoch [151][860/940] lr: 2.200e-01, eta: 22:19:22, time: 0.680, data_time: 0.001, memory: 9569, top1_acc: 0.3559, top5_acc: 0.6035, loss_cls: 2.9303, loss: 2.9303, grad_norm: 1.4265 2020-07-24 23:38:15,880 - mmaction - INFO - Epoch [151][880/940] lr: 2.200e-01, eta: 22:18:59, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3523, top5_acc: 0.6150, loss_cls: 2.9242, loss: 2.9242, grad_norm: 1.4329 2020-07-24 23:38:28,953 - mmaction - INFO - Epoch [151][900/940] lr: 2.200e-01, eta: 22:18:38, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.3645, top5_acc: 0.6135, loss_cls: 2.8930, loss: 2.8930, grad_norm: 1.4226 2020-07-24 23:38:42,025 - mmaction - INFO - Epoch [151][920/940] lr: 2.200e-01, eta: 22:18:15, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.3607, top5_acc: 0.6113, loss_cls: 2.9250, loss: 2.9250, grad_norm: 1.4176 2020-07-24 23:38:54,210 - mmaction - INFO - Epoch [151][940/940] lr: 2.200e-01, eta: 22:17:52, time: 0.611, data_time: 0.002, memory: 9569, top1_acc: 0.3575, top5_acc: 0.6080, loss_cls: 2.9174, loss: 2.9174, grad_norm: 1.4058 2020-07-24 23:41:31,052 - mmaction - INFO - Epoch [152][20/940] lr: 2.164e-01, eta: 22:21:36, time: 7.576, data_time: 6.833, memory: 9569, top1_acc: 0.3691, top5_acc: 0.6229, loss_cls: 2.8554, loss: 2.8554, grad_norm: 1.4000 2020-07-24 23:41:43,876 - mmaction - INFO - Epoch [152][40/940] lr: 2.164e-01, eta: 22:21:14, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3729, top5_acc: 0.6248, loss_cls: 2.8442, loss: 2.8442, grad_norm: 1.4240 2020-07-24 23:41:57,054 - mmaction - INFO - Epoch [152][60/940] lr: 2.164e-01, eta: 22:20:52, time: 0.659, data_time: 0.002, memory: 9569, top1_acc: 0.3785, top5_acc: 0.6178, loss_cls: 2.8471, loss: 2.8471, grad_norm: 1.4013 2020-07-24 23:42:10,025 - mmaction - INFO - Epoch [152][80/940] lr: 2.164e-01, eta: 22:20:30, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.3707, top5_acc: 0.6211, loss_cls: 2.8487, loss: 2.8487, grad_norm: 1.4071 2020-07-24 23:42:23,769 - mmaction - INFO - Epoch [152][100/940] lr: 2.164e-01, eta: 22:20:09, time: 0.687, data_time: 0.002, memory: 9569, top1_acc: 0.3730, top5_acc: 0.6248, loss_cls: 2.8374, loss: 2.8374, grad_norm: 1.4093 2020-07-24 23:42:36,760 - mmaction - INFO - Epoch [152][120/940] lr: 2.164e-01, eta: 22:19:47, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.3725, top5_acc: 0.6236, loss_cls: 2.8238, loss: 2.8238, grad_norm: 1.4231 2020-07-24 23:42:49,659 - mmaction - INFO - Epoch [152][140/940] lr: 2.164e-01, eta: 22:19:24, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3713, top5_acc: 0.6141, loss_cls: 2.8726, loss: 2.8726, grad_norm: 1.4443 2020-07-24 23:43:03,011 - mmaction - INFO - Epoch [152][160/940] lr: 2.164e-01, eta: 22:19:03, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.3746, top5_acc: 0.6266, loss_cls: 2.7948, loss: 2.7948, grad_norm: 1.4335 2020-07-24 23:43:15,923 - mmaction - INFO - Epoch [152][180/940] lr: 2.164e-01, eta: 22:18:40, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3721, top5_acc: 0.6342, loss_cls: 2.8005, loss: 2.8005, grad_norm: 1.4260 2020-07-24 23:43:29,290 - mmaction - INFO - Epoch [152][200/940] lr: 2.164e-01, eta: 22:18:19, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.3674, top5_acc: 0.6178, loss_cls: 2.8795, loss: 2.8795, grad_norm: 1.4273 2020-07-24 23:43:42,669 - mmaction - INFO - Epoch [152][220/940] lr: 2.164e-01, eta: 22:17:57, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.3701, top5_acc: 0.6223, loss_cls: 2.8498, loss: 2.8498, grad_norm: 1.4156 2020-07-24 23:43:56,086 - mmaction - INFO - Epoch [152][240/940] lr: 2.164e-01, eta: 22:17:36, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3695, top5_acc: 0.6166, loss_cls: 2.8499, loss: 2.8499, grad_norm: 1.4245 2020-07-24 23:44:09,238 - mmaction - INFO - Epoch [152][260/940] lr: 2.164e-01, eta: 22:17:14, time: 0.657, data_time: 0.002, memory: 9569, top1_acc: 0.3619, top5_acc: 0.6133, loss_cls: 2.8842, loss: 2.8842, grad_norm: 1.4320 2020-07-24 23:44:22,160 - mmaction - INFO - Epoch [152][280/940] lr: 2.164e-01, eta: 22:16:52, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3730, top5_acc: 0.6307, loss_cls: 2.8121, loss: 2.8121, grad_norm: 1.4389 2020-07-24 23:44:35,537 - mmaction - INFO - Epoch [152][300/940] lr: 2.164e-01, eta: 22:16:30, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.3623, top5_acc: 0.6221, loss_cls: 2.8711, loss: 2.8711, grad_norm: 1.4161 2020-07-24 23:44:48,567 - mmaction - INFO - Epoch [152][320/940] lr: 2.164e-01, eta: 22:16:08, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.3762, top5_acc: 0.6234, loss_cls: 2.8423, loss: 2.8423, grad_norm: 1.4263 2020-07-24 23:45:02,034 - mmaction - INFO - Epoch [152][340/940] lr: 2.164e-01, eta: 22:15:47, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3697, top5_acc: 0.6320, loss_cls: 2.8185, loss: 2.8185, grad_norm: 1.4501 2020-07-24 23:45:14,946 - mmaction - INFO - Epoch [152][360/940] lr: 2.164e-01, eta: 22:15:25, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3664, top5_acc: 0.6287, loss_cls: 2.8490, loss: 2.8490, grad_norm: 1.4406 2020-07-24 23:45:28,235 - mmaction - INFO - Epoch [152][380/940] lr: 2.164e-01, eta: 22:15:03, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.3705, top5_acc: 0.6219, loss_cls: 2.8686, loss: 2.8686, grad_norm: 1.4335 2020-07-24 23:45:41,699 - mmaction - INFO - Epoch [152][400/940] lr: 2.164e-01, eta: 22:14:42, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3633, top5_acc: 0.6150, loss_cls: 2.8874, loss: 2.8874, grad_norm: 1.4497 2020-07-24 23:45:55,226 - mmaction - INFO - Epoch [152][420/940] lr: 2.164e-01, eta: 22:14:21, time: 0.675, data_time: 0.001, memory: 9569, top1_acc: 0.3643, top5_acc: 0.6123, loss_cls: 2.8757, loss: 2.8757, grad_norm: 1.4322 2020-07-24 23:46:08,764 - mmaction - INFO - Epoch [152][440/940] lr: 2.164e-01, eta: 22:14:00, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3602, top5_acc: 0.6074, loss_cls: 2.9217, loss: 2.9217, grad_norm: 1.4143 2020-07-24 23:46:22,633 - mmaction - INFO - Epoch [152][460/940] lr: 2.164e-01, eta: 22:13:39, time: 0.693, data_time: 0.002, memory: 9569, top1_acc: 0.3750, top5_acc: 0.6197, loss_cls: 2.8603, loss: 2.8603, grad_norm: 1.4262 2020-07-24 23:46:35,593 - mmaction - INFO - Epoch [152][480/940] lr: 2.164e-01, eta: 22:13:17, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.3639, top5_acc: 0.6145, loss_cls: 2.8938, loss: 2.8938, grad_norm: 1.4024 2020-07-24 23:46:49,020 - mmaction - INFO - Epoch [152][500/940] lr: 2.164e-01, eta: 22:12:56, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3641, top5_acc: 0.6207, loss_cls: 2.8577, loss: 2.8577, grad_norm: 1.4205 2020-07-24 23:47:02,424 - mmaction - INFO - Epoch [152][520/940] lr: 2.164e-01, eta: 22:12:34, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3639, top5_acc: 0.6143, loss_cls: 2.8872, loss: 2.8872, grad_norm: 1.4383 2020-07-24 23:47:15,283 - mmaction - INFO - Epoch [152][540/940] lr: 2.164e-01, eta: 22:12:12, time: 0.644, data_time: 0.003, memory: 9569, top1_acc: 0.3664, top5_acc: 0.6230, loss_cls: 2.8756, loss: 2.8756, grad_norm: 1.4403 2020-07-24 23:47:28,138 - mmaction - INFO - Epoch [152][560/940] lr: 2.164e-01, eta: 22:11:50, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3613, top5_acc: 0.6225, loss_cls: 2.8860, loss: 2.8860, grad_norm: 1.4283 2020-07-24 23:47:41,062 - mmaction - INFO - Epoch [152][580/940] lr: 2.164e-01, eta: 22:11:28, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3600, top5_acc: 0.6193, loss_cls: 2.8577, loss: 2.8577, grad_norm: 1.4272 2020-07-24 23:47:53,971 - mmaction - INFO - Epoch [152][600/940] lr: 2.164e-01, eta: 22:11:05, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3705, top5_acc: 0.6109, loss_cls: 2.8806, loss: 2.8806, grad_norm: 1.3899 2020-07-24 23:48:07,485 - mmaction - INFO - Epoch [152][620/940] lr: 2.164e-01, eta: 22:10:44, time: 0.677, data_time: 0.003, memory: 9569, top1_acc: 0.3719, top5_acc: 0.6150, loss_cls: 2.8747, loss: 2.8747, grad_norm: 1.4206 2020-07-24 23:48:20,828 - mmaction - INFO - Epoch [152][640/940] lr: 2.164e-01, eta: 22:10:23, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.3746, top5_acc: 0.6318, loss_cls: 2.8277, loss: 2.8277, grad_norm: 1.3993 2020-07-24 23:48:33,712 - mmaction - INFO - Epoch [152][660/940] lr: 2.164e-01, eta: 22:10:01, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3705, top5_acc: 0.6150, loss_cls: 2.8823, loss: 2.8823, grad_norm: 1.4023 2020-07-24 23:48:46,684 - mmaction - INFO - Epoch [152][680/940] lr: 2.164e-01, eta: 22:09:39, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.3758, top5_acc: 0.6330, loss_cls: 2.8110, loss: 2.8110, grad_norm: 1.4491 2020-07-24 23:48:59,673 - mmaction - INFO - Epoch [152][700/940] lr: 2.164e-01, eta: 22:09:16, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3723, top5_acc: 0.6240, loss_cls: 2.8554, loss: 2.8554, grad_norm: 1.4290 2020-07-24 23:49:12,685 - mmaction - INFO - Epoch [152][720/940] lr: 2.164e-01, eta: 22:08:55, time: 0.651, data_time: 0.003, memory: 9569, top1_acc: 0.3623, top5_acc: 0.6133, loss_cls: 2.8715, loss: 2.8715, grad_norm: 1.4434 2020-07-24 23:49:26,545 - mmaction - INFO - Epoch [152][740/940] lr: 2.164e-01, eta: 22:08:34, time: 0.693, data_time: 0.001, memory: 9569, top1_acc: 0.3623, top5_acc: 0.6145, loss_cls: 2.8958, loss: 2.8958, grad_norm: 1.4327 2020-07-24 23:49:39,551 - mmaction - INFO - Epoch [152][760/940] lr: 2.164e-01, eta: 22:08:12, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.3547, top5_acc: 0.6143, loss_cls: 2.8991, loss: 2.8991, grad_norm: 1.4448 2020-07-24 23:49:53,323 - mmaction - INFO - Epoch [152][780/940] lr: 2.164e-01, eta: 22:07:51, time: 0.689, data_time: 0.001, memory: 9569, top1_acc: 0.3646, top5_acc: 0.6295, loss_cls: 2.8453, loss: 2.8453, grad_norm: 1.4382 2020-07-24 23:50:06,260 - mmaction - INFO - Epoch [152][800/940] lr: 2.164e-01, eta: 22:07:29, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3590, top5_acc: 0.6072, loss_cls: 2.9067, loss: 2.9067, grad_norm: 1.4214 2020-07-24 23:50:19,760 - mmaction - INFO - Epoch [152][820/940] lr: 2.164e-01, eta: 22:07:08, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3570, top5_acc: 0.6123, loss_cls: 2.9096, loss: 2.9096, grad_norm: 1.4236 2020-07-24 23:50:33,197 - mmaction - INFO - Epoch [152][840/940] lr: 2.164e-01, eta: 22:06:47, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3680, top5_acc: 0.6207, loss_cls: 2.8824, loss: 2.8824, grad_norm: 1.4186 2020-07-24 23:50:46,681 - mmaction - INFO - Epoch [152][860/940] lr: 2.164e-01, eta: 22:06:26, time: 0.674, data_time: 0.001, memory: 9569, top1_acc: 0.3754, top5_acc: 0.6273, loss_cls: 2.8476, loss: 2.8476, grad_norm: 1.4017 2020-07-24 23:50:59,582 - mmaction - INFO - Epoch [152][880/940] lr: 2.164e-01, eta: 22:06:04, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3682, top5_acc: 0.6248, loss_cls: 2.8359, loss: 2.8359, grad_norm: 1.4474 2020-07-24 23:51:13,129 - mmaction - INFO - Epoch [152][900/940] lr: 2.164e-01, eta: 22:05:43, time: 0.678, data_time: 0.003, memory: 9569, top1_acc: 0.3799, top5_acc: 0.6275, loss_cls: 2.8272, loss: 2.8272, grad_norm: 1.4380 2020-07-24 23:51:26,221 - mmaction - INFO - Epoch [152][920/940] lr: 2.164e-01, eta: 22:05:21, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.3666, top5_acc: 0.6229, loss_cls: 2.8704, loss: 2.8704, grad_norm: 1.4596 2020-07-24 23:51:38,407 - mmaction - INFO - Epoch [152][940/940] lr: 2.164e-01, eta: 22:04:58, time: 0.610, data_time: 0.001, memory: 9569, top1_acc: 0.3582, top5_acc: 0.6090, loss_cls: 2.9195, loss: 2.9195, grad_norm: 1.4310 2020-07-24 23:51:44,234 - mmaction - INFO - Saving checkpoint at 152 epochs 2020-07-24 23:54:07,904 - mmaction - INFO - Epoch [153][20/940] lr: 2.129e-01, eta: 22:08:21, time: 7.139, data_time: 6.007, memory: 9569, top1_acc: 0.3596, top5_acc: 0.6074, loss_cls: 2.9157, loss: 2.9157, grad_norm: 1.4284 2020-07-24 23:54:20,750 - mmaction - INFO - Epoch [153][40/940] lr: 2.129e-01, eta: 22:07:58, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.3654, top5_acc: 0.6199, loss_cls: 2.8504, loss: 2.8504, grad_norm: 1.4063 2020-07-24 23:54:34,126 - mmaction - INFO - Epoch [153][60/940] lr: 2.129e-01, eta: 22:07:37, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.3693, top5_acc: 0.6238, loss_cls: 2.8443, loss: 2.8443, grad_norm: 1.4160 2020-07-24 23:54:47,526 - mmaction - INFO - Epoch [153][80/940] lr: 2.129e-01, eta: 22:07:16, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.3703, top5_acc: 0.6336, loss_cls: 2.8091, loss: 2.8091, grad_norm: 1.4446 2020-07-24 23:55:00,320 - mmaction - INFO - Epoch [153][100/940] lr: 2.129e-01, eta: 22:06:53, time: 0.639, data_time: 0.001, memory: 9569, top1_acc: 0.3814, top5_acc: 0.6268, loss_cls: 2.8110, loss: 2.8110, grad_norm: 1.4374 2020-07-24 23:55:13,204 - mmaction - INFO - Epoch [153][120/940] lr: 2.129e-01, eta: 22:06:31, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3795, top5_acc: 0.6264, loss_cls: 2.8297, loss: 2.8297, grad_norm: 1.4623 2020-07-24 23:55:26,647 - mmaction - INFO - Epoch [153][140/940] lr: 2.129e-01, eta: 22:06:10, time: 0.672, data_time: 0.001, memory: 9569, top1_acc: 0.3742, top5_acc: 0.6334, loss_cls: 2.7992, loss: 2.7992, grad_norm: 1.4168 2020-07-24 23:55:39,998 - mmaction - INFO - Epoch [153][160/940] lr: 2.129e-01, eta: 22:05:48, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3578, top5_acc: 0.6154, loss_cls: 2.8861, loss: 2.8861, grad_norm: 1.4693 2020-07-24 23:55:53,477 - mmaction - INFO - Epoch [153][180/940] lr: 2.129e-01, eta: 22:05:27, time: 0.674, data_time: 0.001, memory: 9569, top1_acc: 0.3723, top5_acc: 0.6191, loss_cls: 2.8380, loss: 2.8380, grad_norm: 1.4056 2020-07-24 23:56:06,365 - mmaction - INFO - Epoch [153][200/940] lr: 2.129e-01, eta: 22:05:05, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3867, top5_acc: 0.6301, loss_cls: 2.7712, loss: 2.7712, grad_norm: 1.4207 2020-07-24 23:56:19,418 - mmaction - INFO - Epoch [153][220/940] lr: 2.129e-01, eta: 22:04:43, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3730, top5_acc: 0.6195, loss_cls: 2.8410, loss: 2.8410, grad_norm: 1.4387 2020-07-24 23:56:32,841 - mmaction - INFO - Epoch [153][240/940] lr: 2.129e-01, eta: 22:04:22, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3682, top5_acc: 0.6232, loss_cls: 2.8574, loss: 2.8574, grad_norm: 1.4594 2020-07-24 23:56:46,374 - mmaction - INFO - Epoch [153][260/940] lr: 2.129e-01, eta: 22:04:01, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3621, top5_acc: 0.6135, loss_cls: 2.9094, loss: 2.9094, grad_norm: 1.4576 2020-07-24 23:56:59,287 - mmaction - INFO - Epoch [153][280/940] lr: 2.129e-01, eta: 22:03:39, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3633, top5_acc: 0.6102, loss_cls: 2.9164, loss: 2.9164, grad_norm: 1.4164 2020-07-24 23:57:12,242 - mmaction - INFO - Epoch [153][300/940] lr: 2.129e-01, eta: 22:03:17, time: 0.649, data_time: 0.004, memory: 9569, top1_acc: 0.3746, top5_acc: 0.6270, loss_cls: 2.8261, loss: 2.8261, grad_norm: 1.4575 2020-07-24 23:57:25,120 - mmaction - INFO - Epoch [153][320/940] lr: 2.129e-01, eta: 22:02:55, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3680, top5_acc: 0.6240, loss_cls: 2.8551, loss: 2.8551, grad_norm: 1.4477 2020-07-24 23:57:37,986 - mmaction - INFO - Epoch [153][340/940] lr: 2.129e-01, eta: 22:02:32, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3697, top5_acc: 0.6215, loss_cls: 2.8303, loss: 2.8303, grad_norm: 1.4023 2020-07-24 23:57:51,980 - mmaction - INFO - Epoch [153][360/940] lr: 2.129e-01, eta: 22:02:12, time: 0.701, data_time: 0.002, memory: 9569, top1_acc: 0.3646, top5_acc: 0.6094, loss_cls: 2.8933, loss: 2.8933, grad_norm: 1.4698 2020-07-24 23:58:04,892 - mmaction - INFO - Epoch [153][380/940] lr: 2.129e-01, eta: 22:01:50, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3617, top5_acc: 0.6193, loss_cls: 2.8723, loss: 2.8723, grad_norm: 1.4374 2020-07-24 23:58:18,703 - mmaction - INFO - Epoch [153][400/940] lr: 2.129e-01, eta: 22:01:30, time: 0.690, data_time: 0.001, memory: 9569, top1_acc: 0.3744, top5_acc: 0.6135, loss_cls: 2.8757, loss: 2.8757, grad_norm: 1.4367 2020-07-24 23:58:31,705 - mmaction - INFO - Epoch [153][420/940] lr: 2.129e-01, eta: 22:01:08, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3688, top5_acc: 0.6238, loss_cls: 2.8539, loss: 2.8539, grad_norm: 1.4196 2020-07-24 23:58:44,697 - mmaction - INFO - Epoch [153][440/940] lr: 2.129e-01, eta: 22:00:46, time: 0.652, data_time: 0.003, memory: 9569, top1_acc: 0.3818, top5_acc: 0.6312, loss_cls: 2.8154, loss: 2.8154, grad_norm: 1.4237 2020-07-24 23:58:58,518 - mmaction - INFO - Epoch [153][460/940] lr: 2.129e-01, eta: 22:00:25, time: 0.690, data_time: 0.001, memory: 9569, top1_acc: 0.3691, top5_acc: 0.6105, loss_cls: 2.8725, loss: 2.8725, grad_norm: 1.4456 2020-07-24 23:59:11,532 - mmaction - INFO - Epoch [153][480/940] lr: 2.129e-01, eta: 22:00:03, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.3682, top5_acc: 0.6223, loss_cls: 2.8677, loss: 2.8677, grad_norm: 1.4388 2020-07-24 23:59:24,850 - mmaction - INFO - Epoch [153][500/940] lr: 2.129e-01, eta: 21:59:42, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.3732, top5_acc: 0.6188, loss_cls: 2.8608, loss: 2.8608, grad_norm: 1.4293 2020-07-24 23:59:37,803 - mmaction - INFO - Epoch [153][520/940] lr: 2.129e-01, eta: 21:59:20, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3723, top5_acc: 0.6141, loss_cls: 2.8385, loss: 2.8385, grad_norm: 1.4156 2020-07-24 23:59:50,704 - mmaction - INFO - Epoch [153][540/940] lr: 2.129e-01, eta: 21:58:58, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3707, top5_acc: 0.6297, loss_cls: 2.8567, loss: 2.8567, grad_norm: 1.4766 2020-07-25 00:00:12,539 - mmaction - INFO - Epoch [153][560/940] lr: 2.129e-01, eta: 21:58:51, time: 1.086, data_time: 0.000, memory: 9569, top1_acc: 0.3699, top5_acc: 0.6242, loss_cls: 2.8710, loss: 2.8710, grad_norm: 1.4555 2020-07-25 00:00:27,357 - mmaction - INFO - Epoch [153][580/940] lr: 2.129e-01, eta: 21:58:32, time: 0.746, data_time: 0.013, memory: 9569, top1_acc: 0.3600, top5_acc: 0.6143, loss_cls: 2.8572, loss: 2.8572, grad_norm: 1.4463 2020-07-25 00:00:40,330 - mmaction - INFO - Epoch [153][600/940] lr: 2.129e-01, eta: 21:58:10, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.3750, top5_acc: 0.6285, loss_cls: 2.8328, loss: 2.8328, grad_norm: 1.4518 2020-07-25 00:00:53,273 - mmaction - INFO - Epoch [153][620/940] lr: 2.129e-01, eta: 21:57:49, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3691, top5_acc: 0.6264, loss_cls: 2.8405, loss: 2.8405, grad_norm: 1.4278 2020-07-25 00:01:06,810 - mmaction - INFO - Epoch [153][640/940] lr: 2.129e-01, eta: 21:57:28, time: 0.677, data_time: 0.006, memory: 9569, top1_acc: 0.3744, top5_acc: 0.6203, loss_cls: 2.8403, loss: 2.8403, grad_norm: 1.4434 2020-07-25 00:01:20,105 - mmaction - INFO - Epoch [153][660/940] lr: 2.129e-01, eta: 21:57:06, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.3672, top5_acc: 0.6221, loss_cls: 2.8512, loss: 2.8512, grad_norm: 1.4235 2020-07-25 00:01:33,050 - mmaction - INFO - Epoch [153][680/940] lr: 2.129e-01, eta: 21:56:44, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3654, top5_acc: 0.6186, loss_cls: 2.8782, loss: 2.8782, grad_norm: 1.4733 2020-07-25 00:01:47,046 - mmaction - INFO - Epoch [153][700/940] lr: 2.129e-01, eta: 21:56:24, time: 0.700, data_time: 0.002, memory: 9569, top1_acc: 0.3502, top5_acc: 0.6082, loss_cls: 2.9301, loss: 2.9301, grad_norm: 1.4243 2020-07-25 00:01:59,960 - mmaction - INFO - Epoch [153][720/940] lr: 2.129e-01, eta: 21:56:02, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3752, top5_acc: 0.6186, loss_cls: 2.8540, loss: 2.8540, grad_norm: 1.4239 2020-07-25 00:02:12,872 - mmaction - INFO - Epoch [153][740/940] lr: 2.129e-01, eta: 21:55:40, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3695, top5_acc: 0.6203, loss_cls: 2.8454, loss: 2.8454, grad_norm: 1.4352 2020-07-25 00:02:26,270 - mmaction - INFO - Epoch [153][760/940] lr: 2.129e-01, eta: 21:55:19, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.3621, top5_acc: 0.6199, loss_cls: 2.8736, loss: 2.8736, grad_norm: 1.4343 2020-07-25 00:02:39,744 - mmaction - INFO - Epoch [153][780/940] lr: 2.129e-01, eta: 21:54:58, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3641, top5_acc: 0.6199, loss_cls: 2.8726, loss: 2.8726, grad_norm: 1.4517 2020-07-25 00:02:52,615 - mmaction - INFO - Epoch [153][800/940] lr: 2.129e-01, eta: 21:54:36, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3686, top5_acc: 0.6203, loss_cls: 2.8958, loss: 2.8958, grad_norm: 1.4467 2020-07-25 00:03:06,125 - mmaction - INFO - Epoch [153][820/940] lr: 2.129e-01, eta: 21:54:15, time: 0.675, data_time: 0.001, memory: 9569, top1_acc: 0.3697, top5_acc: 0.6221, loss_cls: 2.8379, loss: 2.8379, grad_norm: 1.4240 2020-07-25 00:03:19,556 - mmaction - INFO - Epoch [153][840/940] lr: 2.129e-01, eta: 21:53:54, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.3580, top5_acc: 0.6176, loss_cls: 2.9019, loss: 2.9019, grad_norm: 1.4406 2020-07-25 00:03:32,517 - mmaction - INFO - Epoch [153][860/940] lr: 2.129e-01, eta: 21:53:32, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3758, top5_acc: 0.6385, loss_cls: 2.7914, loss: 2.7914, grad_norm: 1.4170 2020-07-25 00:03:45,422 - mmaction - INFO - Epoch [153][880/940] lr: 2.129e-01, eta: 21:53:10, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3684, top5_acc: 0.6207, loss_cls: 2.8635, loss: 2.8635, grad_norm: 1.4455 2020-07-25 00:03:58,776 - mmaction - INFO - Epoch [153][900/940] lr: 2.129e-01, eta: 21:52:49, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3695, top5_acc: 0.6131, loss_cls: 2.8672, loss: 2.8672, grad_norm: 1.4489 2020-07-25 00:04:12,239 - mmaction - INFO - Epoch [153][920/940] lr: 2.129e-01, eta: 21:52:28, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3563, top5_acc: 0.6213, loss_cls: 2.9011, loss: 2.9011, grad_norm: 1.4140 2020-07-25 00:04:24,908 - mmaction - INFO - Epoch [153][940/940] lr: 2.129e-01, eta: 21:52:06, time: 0.634, data_time: 0.002, memory: 9569, top1_acc: 0.3665, top5_acc: 0.6130, loss_cls: 2.8824, loss: 2.8824, grad_norm: 1.4539 2020-07-25 00:06:42,973 - mmaction - INFO - Epoch [154][20/940] lr: 2.094e-01, eta: 21:55:03, time: 6.548, data_time: 5.847, memory: 9569, top1_acc: 0.3754, top5_acc: 0.6268, loss_cls: 2.8467, loss: 2.8467, grad_norm: 1.4338 2020-07-25 00:06:55,810 - mmaction - INFO - Epoch [154][40/940] lr: 2.094e-01, eta: 21:54:41, time: 0.644, data_time: 0.003, memory: 9569, top1_acc: 0.3721, top5_acc: 0.6236, loss_cls: 2.8382, loss: 2.8382, grad_norm: 1.4257 2020-07-25 00:07:09,112 - mmaction - INFO - Epoch [154][60/940] lr: 2.094e-01, eta: 21:54:19, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.3684, top5_acc: 0.6250, loss_cls: 2.8445, loss: 2.8445, grad_norm: 1.4219 2020-07-25 00:07:22,559 - mmaction - INFO - Epoch [154][80/940] lr: 2.094e-01, eta: 21:53:58, time: 0.672, data_time: 0.001, memory: 9569, top1_acc: 0.3822, top5_acc: 0.6330, loss_cls: 2.7897, loss: 2.7897, grad_norm: 1.4140 2020-07-25 00:07:36,090 - mmaction - INFO - Epoch [154][100/940] lr: 2.094e-01, eta: 21:53:37, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3842, top5_acc: 0.6312, loss_cls: 2.7939, loss: 2.7939, grad_norm: 1.4492 2020-07-25 00:07:49,064 - mmaction - INFO - Epoch [154][120/940] lr: 2.094e-01, eta: 21:53:15, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3797, top5_acc: 0.6318, loss_cls: 2.8075, loss: 2.8075, grad_norm: 1.4330 2020-07-25 00:08:02,721 - mmaction - INFO - Epoch [154][140/940] lr: 2.094e-01, eta: 21:52:55, time: 0.683, data_time: 0.001, memory: 9569, top1_acc: 0.3775, top5_acc: 0.6275, loss_cls: 2.8106, loss: 2.8106, grad_norm: 1.4146 2020-07-25 00:08:16,443 - mmaction - INFO - Epoch [154][160/940] lr: 2.094e-01, eta: 21:52:34, time: 0.685, data_time: 0.003, memory: 9569, top1_acc: 0.3725, top5_acc: 0.6236, loss_cls: 2.8340, loss: 2.8340, grad_norm: 1.4597 2020-07-25 00:08:29,677 - mmaction - INFO - Epoch [154][180/940] lr: 2.094e-01, eta: 21:52:13, time: 0.663, data_time: 0.004, memory: 9569, top1_acc: 0.3725, top5_acc: 0.6162, loss_cls: 2.8752, loss: 2.8752, grad_norm: 1.4400 2020-07-25 00:08:42,928 - mmaction - INFO - Epoch [154][200/940] lr: 2.094e-01, eta: 21:51:51, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3834, top5_acc: 0.6262, loss_cls: 2.8261, loss: 2.8261, grad_norm: 1.4273 2020-07-25 00:08:55,787 - mmaction - INFO - Epoch [154][220/940] lr: 2.094e-01, eta: 21:51:29, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3785, top5_acc: 0.6398, loss_cls: 2.7954, loss: 2.7954, grad_norm: 1.4607 2020-07-25 00:09:08,655 - mmaction - INFO - Epoch [154][240/940] lr: 2.094e-01, eta: 21:51:07, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3672, top5_acc: 0.6287, loss_cls: 2.8171, loss: 2.8171, grad_norm: 1.4576 2020-07-25 00:09:22,122 - mmaction - INFO - Epoch [154][260/940] lr: 2.094e-01, eta: 21:50:46, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3650, top5_acc: 0.6314, loss_cls: 2.8111, loss: 2.8111, grad_norm: 1.4513 2020-07-25 00:09:35,049 - mmaction - INFO - Epoch [154][280/940] lr: 2.094e-01, eta: 21:50:24, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3795, top5_acc: 0.6348, loss_cls: 2.8068, loss: 2.8068, grad_norm: 1.4300 2020-07-25 00:09:48,002 - mmaction - INFO - Epoch [154][300/940] lr: 2.094e-01, eta: 21:50:02, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3650, top5_acc: 0.6273, loss_cls: 2.8388, loss: 2.8388, grad_norm: 1.4430 2020-07-25 00:10:00,981 - mmaction - INFO - Epoch [154][320/940] lr: 2.094e-01, eta: 21:49:41, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3564, top5_acc: 0.6061, loss_cls: 2.9324, loss: 2.9324, grad_norm: 1.4464 2020-07-25 00:10:14,021 - mmaction - INFO - Epoch [154][340/940] lr: 2.094e-01, eta: 21:49:19, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3643, top5_acc: 0.6221, loss_cls: 2.8382, loss: 2.8382, grad_norm: 1.4480 2020-07-25 00:10:27,078 - mmaction - INFO - Epoch [154][360/940] lr: 2.094e-01, eta: 21:48:57, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3783, top5_acc: 0.6311, loss_cls: 2.8195, loss: 2.8195, grad_norm: 1.4478 2020-07-25 00:10:40,224 - mmaction - INFO - Epoch [154][380/940] lr: 2.094e-01, eta: 21:48:36, time: 0.657, data_time: 0.002, memory: 9569, top1_acc: 0.3807, top5_acc: 0.6369, loss_cls: 2.8107, loss: 2.8107, grad_norm: 1.4582 2020-07-25 00:10:53,306 - mmaction - INFO - Epoch [154][400/940] lr: 2.094e-01, eta: 21:48:14, time: 0.655, data_time: 0.003, memory: 9569, top1_acc: 0.3703, top5_acc: 0.6287, loss_cls: 2.8364, loss: 2.8364, grad_norm: 1.4440 2020-07-25 00:11:06,155 - mmaction - INFO - Epoch [154][420/940] lr: 2.094e-01, eta: 21:47:52, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.3697, top5_acc: 0.6221, loss_cls: 2.8260, loss: 2.8260, grad_norm: 1.4249 2020-07-25 00:11:19,495 - mmaction - INFO - Epoch [154][440/940] lr: 2.094e-01, eta: 21:47:31, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.3676, top5_acc: 0.6334, loss_cls: 2.8267, loss: 2.8267, grad_norm: 1.4576 2020-07-25 00:11:32,396 - mmaction - INFO - Epoch [154][460/940] lr: 2.094e-01, eta: 21:47:09, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.3891, top5_acc: 0.6326, loss_cls: 2.7968, loss: 2.7968, grad_norm: 1.4285 2020-07-25 00:11:45,301 - mmaction - INFO - Epoch [154][480/940] lr: 2.094e-01, eta: 21:46:47, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3781, top5_acc: 0.6234, loss_cls: 2.8140, loss: 2.8140, grad_norm: 1.4502 2020-07-25 00:11:58,685 - mmaction - INFO - Epoch [154][500/940] lr: 2.094e-01, eta: 21:46:26, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.3771, top5_acc: 0.6238, loss_cls: 2.8290, loss: 2.8290, grad_norm: 1.4421 2020-07-25 00:12:11,550 - mmaction - INFO - Epoch [154][520/940] lr: 2.094e-01, eta: 21:46:04, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3533, top5_acc: 0.6084, loss_cls: 2.9134, loss: 2.9134, grad_norm: 1.4708 2020-07-25 00:12:25,615 - mmaction - INFO - Epoch [154][540/940] lr: 2.094e-01, eta: 21:45:44, time: 0.703, data_time: 0.002, memory: 9569, top1_acc: 0.3799, top5_acc: 0.6363, loss_cls: 2.8208, loss: 2.8208, grad_norm: 1.4301 2020-07-25 00:12:39,076 - mmaction - INFO - Epoch [154][560/940] lr: 2.094e-01, eta: 21:45:23, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3799, top5_acc: 0.6295, loss_cls: 2.7991, loss: 2.7991, grad_norm: 1.4610 2020-07-25 00:12:52,233 - mmaction - INFO - Epoch [154][580/940] lr: 2.094e-01, eta: 21:45:02, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.3646, top5_acc: 0.6219, loss_cls: 2.8644, loss: 2.8644, grad_norm: 1.4596 2020-07-25 00:13:05,154 - mmaction - INFO - Epoch [154][600/940] lr: 2.094e-01, eta: 21:44:40, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3654, top5_acc: 0.6148, loss_cls: 2.8872, loss: 2.8872, grad_norm: 1.4438 2020-07-25 00:13:18,246 - mmaction - INFO - Epoch [154][620/940] lr: 2.094e-01, eta: 21:44:18, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.3699, top5_acc: 0.6195, loss_cls: 2.8678, loss: 2.8678, grad_norm: 1.4522 2020-07-25 00:13:31,208 - mmaction - INFO - Epoch [154][640/940] lr: 2.094e-01, eta: 21:43:56, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.3625, top5_acc: 0.6178, loss_cls: 2.8680, loss: 2.8680, grad_norm: 1.4318 2020-07-25 00:13:44,128 - mmaction - INFO - Epoch [154][660/940] lr: 2.094e-01, eta: 21:43:35, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3771, top5_acc: 0.6186, loss_cls: 2.8366, loss: 2.8366, grad_norm: 1.4174 2020-07-25 00:13:57,523 - mmaction - INFO - Epoch [154][680/940] lr: 2.094e-01, eta: 21:43:14, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3682, top5_acc: 0.6139, loss_cls: 2.8555, loss: 2.8555, grad_norm: 1.4297 2020-07-25 00:14:10,616 - mmaction - INFO - Epoch [154][700/940] lr: 2.094e-01, eta: 21:42:52, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.3734, top5_acc: 0.6352, loss_cls: 2.8104, loss: 2.8104, grad_norm: 1.4188 2020-07-25 00:14:23,667 - mmaction - INFO - Epoch [154][720/940] lr: 2.094e-01, eta: 21:42:30, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.3623, top5_acc: 0.6232, loss_cls: 2.8511, loss: 2.8511, grad_norm: 1.4618 2020-07-25 00:14:36,544 - mmaction - INFO - Epoch [154][740/940] lr: 2.094e-01, eta: 21:42:09, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3711, top5_acc: 0.6260, loss_cls: 2.8552, loss: 2.8552, grad_norm: 1.4590 2020-07-25 00:14:49,432 - mmaction - INFO - Epoch [154][760/940] lr: 2.094e-01, eta: 21:41:47, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3641, top5_acc: 0.6279, loss_cls: 2.8521, loss: 2.8521, grad_norm: 1.4795 2020-07-25 00:15:02,830 - mmaction - INFO - Epoch [154][780/940] lr: 2.094e-01, eta: 21:41:26, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3660, top5_acc: 0.6139, loss_cls: 2.8986, loss: 2.8986, grad_norm: 1.4448 2020-07-25 00:15:15,816 - mmaction - INFO - Epoch [154][800/940] lr: 2.094e-01, eta: 21:41:04, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.3736, top5_acc: 0.6076, loss_cls: 2.8750, loss: 2.8750, grad_norm: 1.4623 2020-07-25 00:15:28,756 - mmaction - INFO - Epoch [154][820/940] lr: 2.094e-01, eta: 21:40:42, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3697, top5_acc: 0.6131, loss_cls: 2.8648, loss: 2.8648, grad_norm: 1.4621 2020-07-25 00:15:42,414 - mmaction - INFO - Epoch [154][840/940] lr: 2.094e-01, eta: 21:40:22, time: 0.682, data_time: 0.001, memory: 9569, top1_acc: 0.3697, top5_acc: 0.6174, loss_cls: 2.8683, loss: 2.8683, grad_norm: 1.4334 2020-07-25 00:15:55,790 - mmaction - INFO - Epoch [154][860/940] lr: 2.094e-01, eta: 21:40:01, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3654, top5_acc: 0.6176, loss_cls: 2.8700, loss: 2.8700, grad_norm: 1.4334 2020-07-25 00:16:08,752 - mmaction - INFO - Epoch [154][880/940] lr: 2.094e-01, eta: 21:39:39, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3715, top5_acc: 0.6252, loss_cls: 2.8378, loss: 2.8378, grad_norm: 1.4208 2020-07-25 00:16:21,631 - mmaction - INFO - Epoch [154][900/940] lr: 2.094e-01, eta: 21:39:17, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3762, top5_acc: 0.6199, loss_cls: 2.8532, loss: 2.8532, grad_norm: 1.4482 2020-07-25 00:16:34,740 - mmaction - INFO - Epoch [154][920/940] lr: 2.094e-01, eta: 21:38:56, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.3576, top5_acc: 0.6166, loss_cls: 2.8932, loss: 2.8932, grad_norm: 1.4689 2020-07-25 00:16:47,351 - mmaction - INFO - Epoch [154][940/940] lr: 2.094e-01, eta: 21:38:34, time: 0.632, data_time: 0.003, memory: 9569, top1_acc: 0.3569, top5_acc: 0.6144, loss_cls: 2.9037, loss: 2.9037, grad_norm: 1.4470 2020-07-25 00:19:22,096 - mmaction - INFO - Epoch [155][20/940] lr: 2.059e-01, eta: 21:41:57, time: 7.488, data_time: 6.734, memory: 9569, top1_acc: 0.3867, top5_acc: 0.6283, loss_cls: 2.7898, loss: 2.7898, grad_norm: 1.4337 2020-07-25 00:19:35,520 - mmaction - INFO - Epoch [155][40/940] lr: 2.059e-01, eta: 21:41:36, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3826, top5_acc: 0.6350, loss_cls: 2.7596, loss: 2.7596, grad_norm: 1.4429 2020-07-25 00:19:48,511 - mmaction - INFO - Epoch [155][60/940] lr: 2.059e-01, eta: 21:41:14, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.3748, top5_acc: 0.6271, loss_cls: 2.8191, loss: 2.8191, grad_norm: 1.4460 2020-07-25 00:20:01,317 - mmaction - INFO - Epoch [155][80/940] lr: 2.059e-01, eta: 21:40:52, time: 0.640, data_time: 0.002, memory: 9569, top1_acc: 0.3738, top5_acc: 0.6303, loss_cls: 2.7883, loss: 2.7883, grad_norm: 1.4462 2020-07-25 00:20:15,261 - mmaction - INFO - Epoch [155][100/940] lr: 2.059e-01, eta: 21:40:32, time: 0.698, data_time: 0.002, memory: 9569, top1_acc: 0.3684, top5_acc: 0.6295, loss_cls: 2.8163, loss: 2.8163, grad_norm: 1.4460 2020-07-25 00:20:28,163 - mmaction - INFO - Epoch [155][120/940] lr: 2.059e-01, eta: 21:40:10, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3779, top5_acc: 0.6305, loss_cls: 2.8176, loss: 2.8176, grad_norm: 1.4483 2020-07-25 00:20:41,073 - mmaction - INFO - Epoch [155][140/940] lr: 2.059e-01, eta: 21:39:48, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3676, top5_acc: 0.6264, loss_cls: 2.8516, loss: 2.8516, grad_norm: 1.4563 2020-07-25 00:20:54,355 - mmaction - INFO - Epoch [155][160/940] lr: 2.059e-01, eta: 21:39:27, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.3738, top5_acc: 0.6240, loss_cls: 2.8418, loss: 2.8418, grad_norm: 1.4393 2020-07-25 00:21:07,235 - mmaction - INFO - Epoch [155][180/940] lr: 2.059e-01, eta: 21:39:05, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3779, top5_acc: 0.6334, loss_cls: 2.7910, loss: 2.7910, grad_norm: 1.4649 2020-07-25 00:21:20,184 - mmaction - INFO - Epoch [155][200/940] lr: 2.059e-01, eta: 21:38:43, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3699, top5_acc: 0.6299, loss_cls: 2.8363, loss: 2.8363, grad_norm: 1.4448 2020-07-25 00:21:33,202 - mmaction - INFO - Epoch [155][220/940] lr: 2.059e-01, eta: 21:38:22, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.3725, top5_acc: 0.6252, loss_cls: 2.8230, loss: 2.8230, grad_norm: 1.4476 2020-07-25 00:21:46,559 - mmaction - INFO - Epoch [155][240/940] lr: 2.059e-01, eta: 21:38:01, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.3695, top5_acc: 0.6240, loss_cls: 2.8338, loss: 2.8338, grad_norm: 1.4438 2020-07-25 00:21:59,942 - mmaction - INFO - Epoch [155][260/940] lr: 2.059e-01, eta: 21:37:40, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3760, top5_acc: 0.6332, loss_cls: 2.8224, loss: 2.8224, grad_norm: 1.4563 2020-07-25 00:22:12,897 - mmaction - INFO - Epoch [155][280/940] lr: 2.059e-01, eta: 21:37:18, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3701, top5_acc: 0.6180, loss_cls: 2.8674, loss: 2.8674, grad_norm: 1.4642 2020-07-25 00:22:26,199 - mmaction - INFO - Epoch [155][300/940] lr: 2.059e-01, eta: 21:36:57, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.3771, top5_acc: 0.6391, loss_cls: 2.7888, loss: 2.7888, grad_norm: 1.4326 2020-07-25 00:22:39,108 - mmaction - INFO - Epoch [155][320/940] lr: 2.059e-01, eta: 21:36:35, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3785, top5_acc: 0.6260, loss_cls: 2.8046, loss: 2.8046, grad_norm: 1.4457 2020-07-25 00:22:52,405 - mmaction - INFO - Epoch [155][340/940] lr: 2.059e-01, eta: 21:36:14, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.3740, top5_acc: 0.6266, loss_cls: 2.8367, loss: 2.8367, grad_norm: 1.4479 2020-07-25 00:23:05,471 - mmaction - INFO - Epoch [155][360/940] lr: 2.059e-01, eta: 21:35:52, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3812, top5_acc: 0.6271, loss_cls: 2.8078, loss: 2.8078, grad_norm: 1.4307 2020-07-25 00:23:18,736 - mmaction - INFO - Epoch [155][380/940] lr: 2.059e-01, eta: 21:35:31, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3734, top5_acc: 0.6213, loss_cls: 2.8452, loss: 2.8452, grad_norm: 1.4265 2020-07-25 00:23:31,641 - mmaction - INFO - Epoch [155][400/940] lr: 2.059e-01, eta: 21:35:09, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.3732, top5_acc: 0.6174, loss_cls: 2.8448, loss: 2.8448, grad_norm: 1.4389 2020-07-25 00:23:45,347 - mmaction - INFO - Epoch [155][420/940] lr: 2.059e-01, eta: 21:34:49, time: 0.686, data_time: 0.001, memory: 9569, top1_acc: 0.3857, top5_acc: 0.6197, loss_cls: 2.8362, loss: 2.8362, grad_norm: 1.4324 2020-07-25 00:23:58,291 - mmaction - INFO - Epoch [155][440/940] lr: 2.059e-01, eta: 21:34:27, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3691, top5_acc: 0.6205, loss_cls: 2.8517, loss: 2.8517, grad_norm: 1.4814 2020-07-25 00:24:11,727 - mmaction - INFO - Epoch [155][460/940] lr: 2.059e-01, eta: 21:34:06, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3688, top5_acc: 0.6277, loss_cls: 2.8283, loss: 2.8283, grad_norm: 1.4746 2020-07-25 00:24:24,674 - mmaction - INFO - Epoch [155][480/940] lr: 2.059e-01, eta: 21:33:45, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3766, top5_acc: 0.6182, loss_cls: 2.8549, loss: 2.8549, grad_norm: 1.4551 2020-07-25 00:24:38,077 - mmaction - INFO - Epoch [155][500/940] lr: 2.059e-01, eta: 21:33:24, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3764, top5_acc: 0.6197, loss_cls: 2.8582, loss: 2.8582, grad_norm: 1.4471 2020-07-25 00:24:51,340 - mmaction - INFO - Epoch [155][520/940] lr: 2.059e-01, eta: 21:33:03, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3717, top5_acc: 0.6256, loss_cls: 2.8389, loss: 2.8389, grad_norm: 1.4559 2020-07-25 00:25:05,018 - mmaction - INFO - Epoch [155][540/940] lr: 2.059e-01, eta: 21:32:42, time: 0.684, data_time: 0.001, memory: 9569, top1_acc: 0.3764, top5_acc: 0.6217, loss_cls: 2.8450, loss: 2.8450, grad_norm: 1.4662 2020-07-25 00:25:18,057 - mmaction - INFO - Epoch [155][560/940] lr: 2.059e-01, eta: 21:32:21, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.3746, top5_acc: 0.6242, loss_cls: 2.8549, loss: 2.8549, grad_norm: 1.4361 2020-07-25 00:25:31,891 - mmaction - INFO - Epoch [155][580/940] lr: 2.059e-01, eta: 21:32:00, time: 0.693, data_time: 0.002, memory: 9569, top1_acc: 0.3686, top5_acc: 0.6195, loss_cls: 2.8599, loss: 2.8599, grad_norm: 1.4551 2020-07-25 00:25:45,303 - mmaction - INFO - Epoch [155][600/940] lr: 2.059e-01, eta: 21:31:40, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.3773, top5_acc: 0.6357, loss_cls: 2.7923, loss: 2.7923, grad_norm: 1.4550 2020-07-25 00:25:58,338 - mmaction - INFO - Epoch [155][620/940] lr: 2.059e-01, eta: 21:31:18, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.3627, top5_acc: 0.6195, loss_cls: 2.8700, loss: 2.8700, grad_norm: 1.4849 2020-07-25 00:26:11,733 - mmaction - INFO - Epoch [155][640/940] lr: 2.059e-01, eta: 21:30:57, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3701, top5_acc: 0.6242, loss_cls: 2.8492, loss: 2.8492, grad_norm: 1.4222 2020-07-25 00:26:24,614 - mmaction - INFO - Epoch [155][660/940] lr: 2.059e-01, eta: 21:30:35, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3695, top5_acc: 0.6160, loss_cls: 2.8798, loss: 2.8798, grad_norm: 1.4807 2020-07-25 00:26:37,538 - mmaction - INFO - Epoch [155][680/940] lr: 2.059e-01, eta: 21:30:14, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3646, top5_acc: 0.6332, loss_cls: 2.8259, loss: 2.8259, grad_norm: 1.4332 2020-07-25 00:26:50,456 - mmaction - INFO - Epoch [155][700/940] lr: 2.059e-01, eta: 21:29:52, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3729, top5_acc: 0.6305, loss_cls: 2.8133, loss: 2.8133, grad_norm: 1.4661 2020-07-25 00:27:04,007 - mmaction - INFO - Epoch [155][720/940] lr: 2.059e-01, eta: 21:29:31, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.3783, top5_acc: 0.6252, loss_cls: 2.8228, loss: 2.8228, grad_norm: 1.4788 2020-07-25 00:27:17,125 - mmaction - INFO - Epoch [155][740/940] lr: 2.059e-01, eta: 21:29:10, time: 0.657, data_time: 0.002, memory: 9569, top1_acc: 0.3801, top5_acc: 0.6211, loss_cls: 2.8241, loss: 2.8241, grad_norm: 1.4695 2020-07-25 00:27:30,629 - mmaction - INFO - Epoch [155][760/940] lr: 2.059e-01, eta: 21:28:49, time: 0.674, data_time: 0.001, memory: 9569, top1_acc: 0.3760, top5_acc: 0.6289, loss_cls: 2.8057, loss: 2.8057, grad_norm: 1.4407 2020-07-25 00:27:43,693 - mmaction - INFO - Epoch [155][780/940] lr: 2.059e-01, eta: 21:28:28, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3660, top5_acc: 0.6168, loss_cls: 2.8764, loss: 2.8764, grad_norm: 1.4609 2020-07-25 00:27:57,153 - mmaction - INFO - Epoch [155][800/940] lr: 2.059e-01, eta: 21:28:07, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3691, top5_acc: 0.6182, loss_cls: 2.8630, loss: 2.8630, grad_norm: 1.4545 2020-07-25 00:28:10,400 - mmaction - INFO - Epoch [155][820/940] lr: 2.059e-01, eta: 21:27:46, time: 0.661, data_time: 0.002, memory: 9569, top1_acc: 0.3771, top5_acc: 0.6240, loss_cls: 2.8395, loss: 2.8395, grad_norm: 1.4564 2020-07-25 00:28:23,808 - mmaction - INFO - Epoch [155][840/940] lr: 2.059e-01, eta: 21:27:25, time: 0.671, data_time: 0.003, memory: 9569, top1_acc: 0.3754, top5_acc: 0.6238, loss_cls: 2.8364, loss: 2.8364, grad_norm: 1.4906 2020-07-25 00:28:36,758 - mmaction - INFO - Epoch [155][860/940] lr: 2.059e-01, eta: 21:27:04, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3717, top5_acc: 0.6256, loss_cls: 2.8564, loss: 2.8564, grad_norm: 1.4462 2020-07-25 00:28:50,220 - mmaction - INFO - Epoch [155][880/940] lr: 2.059e-01, eta: 21:26:43, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3707, top5_acc: 0.6213, loss_cls: 2.8733, loss: 2.8733, grad_norm: 1.4335 2020-07-25 00:29:03,322 - mmaction - INFO - Epoch [155][900/940] lr: 2.059e-01, eta: 21:26:22, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.3752, top5_acc: 0.6268, loss_cls: 2.8248, loss: 2.8248, grad_norm: 1.4272 2020-07-25 00:29:16,651 - mmaction - INFO - Epoch [155][920/940] lr: 2.059e-01, eta: 21:26:01, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3719, top5_acc: 0.6240, loss_cls: 2.8276, loss: 2.8276, grad_norm: 1.4762 2020-07-25 00:29:28,796 - mmaction - INFO - Epoch [155][940/940] lr: 2.059e-01, eta: 21:25:38, time: 0.608, data_time: 0.001, memory: 9569, top1_acc: 0.3724, top5_acc: 0.6238, loss_cls: 2.8786, loss: 2.8786, grad_norm: 1.4850 2020-07-25 00:32:10,455 - mmaction - INFO - Epoch [156][20/940] lr: 2.024e-01, eta: 21:29:05, time: 7.776, data_time: 7.044, memory: 9569, top1_acc: 0.3727, top5_acc: 0.6291, loss_cls: 2.8126, loss: 2.8126, grad_norm: 1.4568 2020-07-25 00:32:24,736 - mmaction - INFO - Epoch [156][40/940] lr: 2.024e-01, eta: 21:28:45, time: 0.714, data_time: 0.002, memory: 9569, top1_acc: 0.3768, top5_acc: 0.6359, loss_cls: 2.8036, loss: 2.8036, grad_norm: 1.4653 2020-07-25 00:32:37,563 - mmaction - INFO - Epoch [156][60/940] lr: 2.024e-01, eta: 21:28:23, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3869, top5_acc: 0.6332, loss_cls: 2.7701, loss: 2.7701, grad_norm: 1.4687 2020-07-25 00:32:50,492 - mmaction - INFO - Epoch [156][80/940] lr: 2.024e-01, eta: 21:28:02, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3822, top5_acc: 0.6168, loss_cls: 2.8521, loss: 2.8521, grad_norm: 1.4384 2020-07-25 00:33:03,976 - mmaction - INFO - Epoch [156][100/940] lr: 2.024e-01, eta: 21:27:41, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3771, top5_acc: 0.6232, loss_cls: 2.8140, loss: 2.8140, grad_norm: 1.4466 2020-07-25 00:33:16,836 - mmaction - INFO - Epoch [156][120/940] lr: 2.024e-01, eta: 21:27:19, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3723, top5_acc: 0.6223, loss_cls: 2.8425, loss: 2.8425, grad_norm: 1.4726 2020-07-25 00:33:30,334 - mmaction - INFO - Epoch [156][140/940] lr: 2.024e-01, eta: 21:26:58, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3775, top5_acc: 0.6340, loss_cls: 2.7656, loss: 2.7656, grad_norm: 1.4212 2020-07-25 00:33:43,959 - mmaction - INFO - Epoch [156][160/940] lr: 2.024e-01, eta: 21:26:38, time: 0.682, data_time: 0.002, memory: 9569, top1_acc: 0.3771, top5_acc: 0.6311, loss_cls: 2.8168, loss: 2.8168, grad_norm: 1.4552 2020-07-25 00:33:57,224 - mmaction - INFO - Epoch [156][180/940] lr: 2.024e-01, eta: 21:26:17, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.3695, top5_acc: 0.6170, loss_cls: 2.8399, loss: 2.8399, grad_norm: 1.4632 2020-07-25 00:34:10,148 - mmaction - INFO - Epoch [156][200/940] lr: 2.024e-01, eta: 21:25:55, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3777, top5_acc: 0.6307, loss_cls: 2.8133, loss: 2.8133, grad_norm: 1.4714 2020-07-25 00:34:23,086 - mmaction - INFO - Epoch [156][220/940] lr: 2.024e-01, eta: 21:25:33, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3812, top5_acc: 0.6385, loss_cls: 2.7589, loss: 2.7589, grad_norm: 1.4615 2020-07-25 00:34:36,487 - mmaction - INFO - Epoch [156][240/940] lr: 2.024e-01, eta: 21:25:13, time: 0.671, data_time: 0.003, memory: 9569, top1_acc: 0.3631, top5_acc: 0.6258, loss_cls: 2.8674, loss: 2.8674, grad_norm: 1.4853 2020-07-25 00:34:49,846 - mmaction - INFO - Epoch [156][260/940] lr: 2.024e-01, eta: 21:24:52, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3736, top5_acc: 0.6209, loss_cls: 2.8539, loss: 2.8539, grad_norm: 1.4763 2020-07-25 00:35:03,222 - mmaction - INFO - Epoch [156][280/940] lr: 2.024e-01, eta: 21:24:31, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.3812, top5_acc: 0.6340, loss_cls: 2.7987, loss: 2.7987, grad_norm: 1.4681 2020-07-25 00:35:16,617 - mmaction - INFO - Epoch [156][300/940] lr: 2.024e-01, eta: 21:24:10, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.3814, top5_acc: 0.6262, loss_cls: 2.8349, loss: 2.8349, grad_norm: 1.4750 2020-07-25 00:35:29,858 - mmaction - INFO - Epoch [156][320/940] lr: 2.024e-01, eta: 21:23:49, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.3736, top5_acc: 0.6250, loss_cls: 2.8527, loss: 2.8527, grad_norm: 1.4671 2020-07-25 00:35:42,830 - mmaction - INFO - Epoch [156][340/940] lr: 2.024e-01, eta: 21:23:27, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.3773, top5_acc: 0.6242, loss_cls: 2.8342, loss: 2.8342, grad_norm: 1.4787 2020-07-25 00:35:55,692 - mmaction - INFO - Epoch [156][360/940] lr: 2.024e-01, eta: 21:23:05, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3781, top5_acc: 0.6307, loss_cls: 2.8001, loss: 2.8001, grad_norm: 1.4692 2020-07-25 00:36:09,166 - mmaction - INFO - Epoch [156][380/940] lr: 2.024e-01, eta: 21:22:45, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3822, top5_acc: 0.6336, loss_cls: 2.8014, loss: 2.8014, grad_norm: 1.4588 2020-07-25 00:36:22,597 - mmaction - INFO - Epoch [156][400/940] lr: 2.024e-01, eta: 21:22:24, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3812, top5_acc: 0.6223, loss_cls: 2.8279, loss: 2.8279, grad_norm: 1.4673 2020-07-25 00:36:35,833 - mmaction - INFO - Epoch [156][420/940] lr: 2.024e-01, eta: 21:22:03, time: 0.661, data_time: 0.002, memory: 9569, top1_acc: 0.3703, top5_acc: 0.6266, loss_cls: 2.8403, loss: 2.8403, grad_norm: 1.4575 2020-07-25 00:36:49,554 - mmaction - INFO - Epoch [156][440/940] lr: 2.024e-01, eta: 21:21:43, time: 0.686, data_time: 0.003, memory: 9569, top1_acc: 0.3738, top5_acc: 0.6355, loss_cls: 2.8028, loss: 2.8028, grad_norm: 1.4660 2020-07-25 00:37:02,822 - mmaction - INFO - Epoch [156][460/940] lr: 2.024e-01, eta: 21:21:21, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3697, top5_acc: 0.6176, loss_cls: 2.8465, loss: 2.8465, grad_norm: 1.4525 2020-07-25 00:37:15,693 - mmaction - INFO - Epoch [156][480/940] lr: 2.024e-01, eta: 21:21:00, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.3611, top5_acc: 0.6125, loss_cls: 2.8977, loss: 2.8977, grad_norm: 1.4737 2020-07-25 00:37:29,815 - mmaction - INFO - Epoch [156][500/940] lr: 2.024e-01, eta: 21:20:40, time: 0.705, data_time: 0.002, memory: 9569, top1_acc: 0.3746, top5_acc: 0.6277, loss_cls: 2.8153, loss: 2.8153, grad_norm: 1.4772 2020-07-25 00:37:42,736 - mmaction - INFO - Epoch [156][520/940] lr: 2.024e-01, eta: 21:20:19, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3684, top5_acc: 0.6252, loss_cls: 2.8383, loss: 2.8383, grad_norm: 1.4269 2020-07-25 00:37:56,906 - mmaction - INFO - Epoch [156][540/940] lr: 2.024e-01, eta: 21:19:59, time: 0.708, data_time: 0.001, memory: 9569, top1_acc: 0.3697, top5_acc: 0.6273, loss_cls: 2.8346, loss: 2.8346, grad_norm: 1.4841 2020-07-25 00:38:09,857 - mmaction - INFO - Epoch [156][560/940] lr: 2.024e-01, eta: 21:19:37, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3693, top5_acc: 0.6234, loss_cls: 2.8699, loss: 2.8699, grad_norm: 1.4488 2020-07-25 00:38:23,549 - mmaction - INFO - Epoch [156][580/940] lr: 2.024e-01, eta: 21:19:17, time: 0.685, data_time: 0.002, memory: 9569, top1_acc: 0.3881, top5_acc: 0.6385, loss_cls: 2.7693, loss: 2.7693, grad_norm: 1.4557 2020-07-25 00:38:36,516 - mmaction - INFO - Epoch [156][600/940] lr: 2.024e-01, eta: 21:18:56, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3820, top5_acc: 0.6314, loss_cls: 2.8211, loss: 2.8211, grad_norm: 1.4788 2020-07-25 00:38:50,007 - mmaction - INFO - Epoch [156][620/940] lr: 2.024e-01, eta: 21:18:35, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3797, top5_acc: 0.6309, loss_cls: 2.7961, loss: 2.7961, grad_norm: 1.4439 2020-07-25 00:39:02,989 - mmaction - INFO - Epoch [156][640/940] lr: 2.024e-01, eta: 21:18:14, time: 0.650, data_time: 0.004, memory: 9569, top1_acc: 0.3672, top5_acc: 0.6258, loss_cls: 2.8255, loss: 2.8255, grad_norm: 1.4733 2020-07-25 00:39:16,337 - mmaction - INFO - Epoch [156][660/940] lr: 2.024e-01, eta: 21:17:53, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.3709, top5_acc: 0.6271, loss_cls: 2.8405, loss: 2.8405, grad_norm: 1.4709 2020-07-25 00:39:29,828 - mmaction - INFO - Epoch [156][680/940] lr: 2.024e-01, eta: 21:17:32, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3779, top5_acc: 0.6279, loss_cls: 2.8324, loss: 2.8324, grad_norm: 1.4904 2020-07-25 00:39:42,763 - mmaction - INFO - Epoch [156][700/940] lr: 2.024e-01, eta: 21:17:11, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.3723, top5_acc: 0.6322, loss_cls: 2.8229, loss: 2.8229, grad_norm: 1.4422 2020-07-25 00:39:56,690 - mmaction - INFO - Epoch [156][720/940] lr: 2.024e-01, eta: 21:16:51, time: 0.696, data_time: 0.001, memory: 9569, top1_acc: 0.3652, top5_acc: 0.6240, loss_cls: 2.8399, loss: 2.8399, grad_norm: 1.4550 2020-07-25 00:40:09,638 - mmaction - INFO - Epoch [156][740/940] lr: 2.024e-01, eta: 21:16:29, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3783, top5_acc: 0.6170, loss_cls: 2.8502, loss: 2.8502, grad_norm: 1.4994 2020-07-25 00:40:22,621 - mmaction - INFO - Epoch [156][760/940] lr: 2.024e-01, eta: 21:16:08, time: 0.650, data_time: 0.003, memory: 9569, top1_acc: 0.3684, top5_acc: 0.6238, loss_cls: 2.8432, loss: 2.8432, grad_norm: 1.4632 2020-07-25 00:40:35,942 - mmaction - INFO - Epoch [156][780/940] lr: 2.024e-01, eta: 21:15:47, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.3773, top5_acc: 0.6242, loss_cls: 2.8266, loss: 2.8266, grad_norm: 1.4642 2020-07-25 00:40:48,861 - mmaction - INFO - Epoch [156][800/940] lr: 2.024e-01, eta: 21:15:25, time: 0.647, data_time: 0.004, memory: 9569, top1_acc: 0.3719, top5_acc: 0.6189, loss_cls: 2.8344, loss: 2.8344, grad_norm: 1.4755 2020-07-25 00:41:01,892 - mmaction - INFO - Epoch [156][820/940] lr: 2.024e-01, eta: 21:15:04, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.3707, top5_acc: 0.6225, loss_cls: 2.8570, loss: 2.8570, grad_norm: 1.4574 2020-07-25 00:41:16,205 - mmaction - INFO - Epoch [156][840/940] lr: 2.024e-01, eta: 21:14:45, time: 0.714, data_time: 0.002, memory: 9569, top1_acc: 0.3600, top5_acc: 0.6092, loss_cls: 2.9149, loss: 2.9149, grad_norm: 1.4922 2020-07-25 00:41:29,451 - mmaction - INFO - Epoch [156][860/940] lr: 2.024e-01, eta: 21:14:24, time: 0.663, data_time: 0.003, memory: 9569, top1_acc: 0.3641, top5_acc: 0.6217, loss_cls: 2.8592, loss: 2.8592, grad_norm: 1.4413 2020-07-25 00:41:42,998 - mmaction - INFO - Epoch [156][880/940] lr: 2.024e-01, eta: 21:14:03, time: 0.677, data_time: 0.003, memory: 9569, top1_acc: 0.3738, top5_acc: 0.6254, loss_cls: 2.8545, loss: 2.8545, grad_norm: 1.4896 2020-07-25 00:41:55,914 - mmaction - INFO - Epoch [156][900/940] lr: 2.024e-01, eta: 21:13:42, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3777, top5_acc: 0.6201, loss_cls: 2.8323, loss: 2.8323, grad_norm: 1.4460 2020-07-25 00:42:09,332 - mmaction - INFO - Epoch [156][920/940] lr: 2.024e-01, eta: 21:13:21, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.3584, top5_acc: 0.6207, loss_cls: 2.8881, loss: 2.8881, grad_norm: 1.4691 2020-07-25 00:42:21,505 - mmaction - INFO - Epoch [156][940/940] lr: 2.024e-01, eta: 21:12:59, time: 0.609, data_time: 0.002, memory: 9569, top1_acc: 0.3787, top5_acc: 0.6268, loss_cls: 2.8326, loss: 2.8326, grad_norm: 1.4797 2020-07-25 00:42:27,644 - mmaction - INFO - Saving checkpoint at 156 epochs 2020-07-25 00:44:59,749 - mmaction - INFO - Epoch [157][20/940] lr: 1.989e-01, eta: 21:16:13, time: 7.557, data_time: 6.834, memory: 9569, top1_acc: 0.3836, top5_acc: 0.6238, loss_cls: 2.8227, loss: 2.8227, grad_norm: 1.4707 2020-07-25 00:45:12,959 - mmaction - INFO - Epoch [157][40/940] lr: 1.989e-01, eta: 21:15:52, time: 0.661, data_time: 0.002, memory: 9569, top1_acc: 0.3896, top5_acc: 0.6299, loss_cls: 2.7956, loss: 2.7956, grad_norm: 1.4308 2020-07-25 00:45:25,792 - mmaction - INFO - Epoch [157][60/940] lr: 1.989e-01, eta: 21:15:30, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3883, top5_acc: 0.6418, loss_cls: 2.7613, loss: 2.7613, grad_norm: 1.4560 2020-07-25 00:45:38,700 - mmaction - INFO - Epoch [157][80/940] lr: 1.989e-01, eta: 21:15:09, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3730, top5_acc: 0.6305, loss_cls: 2.8048, loss: 2.8048, grad_norm: 1.4903 2020-07-25 00:45:52,285 - mmaction - INFO - Epoch [157][100/940] lr: 1.989e-01, eta: 21:14:48, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3920, top5_acc: 0.6348, loss_cls: 2.7723, loss: 2.7723, grad_norm: 1.4661 2020-07-25 00:46:05,269 - mmaction - INFO - Epoch [157][120/940] lr: 1.989e-01, eta: 21:14:27, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3912, top5_acc: 0.6420, loss_cls: 2.7729, loss: 2.7729, grad_norm: 1.4823 2020-07-25 00:46:18,188 - mmaction - INFO - Epoch [157][140/940] lr: 1.989e-01, eta: 21:14:05, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3746, top5_acc: 0.6262, loss_cls: 2.8342, loss: 2.8342, grad_norm: 1.4640 2020-07-25 00:46:31,125 - mmaction - INFO - Epoch [157][160/940] lr: 1.989e-01, eta: 21:13:44, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3945, top5_acc: 0.6396, loss_cls: 2.7681, loss: 2.7681, grad_norm: 1.4691 2020-07-25 00:46:44,510 - mmaction - INFO - Epoch [157][180/940] lr: 1.989e-01, eta: 21:13:23, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3748, top5_acc: 0.6299, loss_cls: 2.8113, loss: 2.8113, grad_norm: 1.4991 2020-07-25 00:46:57,753 - mmaction - INFO - Epoch [157][200/940] lr: 1.989e-01, eta: 21:13:02, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.3807, top5_acc: 0.6227, loss_cls: 2.8151, loss: 2.8151, grad_norm: 1.4805 2020-07-25 00:47:11,200 - mmaction - INFO - Epoch [157][220/940] lr: 1.989e-01, eta: 21:12:41, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3729, top5_acc: 0.6369, loss_cls: 2.8315, loss: 2.8315, grad_norm: 1.4543 2020-07-25 00:47:24,248 - mmaction - INFO - Epoch [157][240/940] lr: 1.989e-01, eta: 21:12:20, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.3723, top5_acc: 0.6354, loss_cls: 2.8004, loss: 2.8004, grad_norm: 1.4509 2020-07-25 00:47:37,200 - mmaction - INFO - Epoch [157][260/940] lr: 1.989e-01, eta: 21:11:58, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3889, top5_acc: 0.6367, loss_cls: 2.7547, loss: 2.7547, grad_norm: 1.4637 2020-07-25 00:47:50,528 - mmaction - INFO - Epoch [157][280/940] lr: 1.989e-01, eta: 21:11:37, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.3637, top5_acc: 0.6197, loss_cls: 2.8731, loss: 2.8731, grad_norm: 1.4925 2020-07-25 00:48:03,860 - mmaction - INFO - Epoch [157][300/940] lr: 1.989e-01, eta: 21:11:17, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.3756, top5_acc: 0.6322, loss_cls: 2.7979, loss: 2.7979, grad_norm: 1.4981 2020-07-25 00:48:16,896 - mmaction - INFO - Epoch [157][320/940] lr: 1.989e-01, eta: 21:10:55, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.3811, top5_acc: 0.6264, loss_cls: 2.8118, loss: 2.8118, grad_norm: 1.4645 2020-07-25 00:48:29,779 - mmaction - INFO - Epoch [157][340/940] lr: 1.989e-01, eta: 21:10:34, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3732, top5_acc: 0.6195, loss_cls: 2.8654, loss: 2.8654, grad_norm: 1.4747 2020-07-25 00:48:42,711 - mmaction - INFO - Epoch [157][360/940] lr: 1.989e-01, eta: 21:10:12, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3719, top5_acc: 0.6229, loss_cls: 2.8439, loss: 2.8439, grad_norm: 1.4562 2020-07-25 00:48:56,112 - mmaction - INFO - Epoch [157][380/940] lr: 1.989e-01, eta: 21:09:52, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3775, top5_acc: 0.6359, loss_cls: 2.7947, loss: 2.7947, grad_norm: 1.4842 2020-07-25 00:49:09,462 - mmaction - INFO - Epoch [157][400/940] lr: 1.989e-01, eta: 21:09:31, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.3787, top5_acc: 0.6221, loss_cls: 2.8387, loss: 2.8387, grad_norm: 1.4521 2020-07-25 00:49:22,862 - mmaction - INFO - Epoch [157][420/940] lr: 1.989e-01, eta: 21:09:10, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3771, top5_acc: 0.6240, loss_cls: 2.8388, loss: 2.8388, grad_norm: 1.4566 2020-07-25 00:49:36,124 - mmaction - INFO - Epoch [157][440/940] lr: 1.989e-01, eta: 21:08:49, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3732, top5_acc: 0.6285, loss_cls: 2.8362, loss: 2.8362, grad_norm: 1.4916 2020-07-25 00:49:49,038 - mmaction - INFO - Epoch [157][460/940] lr: 1.989e-01, eta: 21:08:28, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3814, top5_acc: 0.6283, loss_cls: 2.8220, loss: 2.8220, grad_norm: 1.4465 2020-07-25 00:50:01,942 - mmaction - INFO - Epoch [157][480/940] lr: 1.989e-01, eta: 21:08:06, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3752, top5_acc: 0.6281, loss_cls: 2.7993, loss: 2.7993, grad_norm: 1.4607 2020-07-25 00:50:14,853 - mmaction - INFO - Epoch [157][500/940] lr: 1.989e-01, eta: 21:07:45, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3723, top5_acc: 0.6301, loss_cls: 2.8226, loss: 2.8226, grad_norm: 1.4882 2020-07-25 00:50:28,100 - mmaction - INFO - Epoch [157][520/940] lr: 1.989e-01, eta: 21:07:24, time: 0.661, data_time: 0.001, memory: 9569, top1_acc: 0.3643, top5_acc: 0.6248, loss_cls: 2.8349, loss: 2.8349, grad_norm: 1.4790 2020-07-25 00:50:41,545 - mmaction - INFO - Epoch [157][540/940] lr: 1.989e-01, eta: 21:07:03, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3820, top5_acc: 0.6283, loss_cls: 2.8062, loss: 2.8062, grad_norm: 1.4842 2020-07-25 00:50:54,519 - mmaction - INFO - Epoch [157][560/940] lr: 1.989e-01, eta: 21:06:42, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.3707, top5_acc: 0.6281, loss_cls: 2.8325, loss: 2.8325, grad_norm: 1.4769 2020-07-25 00:51:08,123 - mmaction - INFO - Epoch [157][580/940] lr: 1.989e-01, eta: 21:06:21, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.3789, top5_acc: 0.6316, loss_cls: 2.8124, loss: 2.8124, grad_norm: 1.4491 2020-07-25 00:51:21,064 - mmaction - INFO - Epoch [157][600/940] lr: 1.989e-01, eta: 21:06:00, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3805, top5_acc: 0.6291, loss_cls: 2.8187, loss: 2.8187, grad_norm: 1.4644 2020-07-25 00:51:34,447 - mmaction - INFO - Epoch [157][620/940] lr: 1.989e-01, eta: 21:05:39, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3816, top5_acc: 0.6209, loss_cls: 2.7965, loss: 2.7965, grad_norm: 1.4641 2020-07-25 00:51:47,936 - mmaction - INFO - Epoch [157][640/940] lr: 1.989e-01, eta: 21:05:19, time: 0.675, data_time: 0.003, memory: 9569, top1_acc: 0.3729, top5_acc: 0.6271, loss_cls: 2.8382, loss: 2.8382, grad_norm: 1.4845 2020-07-25 00:52:00,854 - mmaction - INFO - Epoch [157][660/940] lr: 1.989e-01, eta: 21:04:57, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3756, top5_acc: 0.6377, loss_cls: 2.7842, loss: 2.7842, grad_norm: 1.4851 2020-07-25 00:52:13,758 - mmaction - INFO - Epoch [157][680/940] lr: 1.989e-01, eta: 21:04:36, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.3814, top5_acc: 0.6299, loss_cls: 2.8261, loss: 2.8261, grad_norm: 1.4637 2020-07-25 00:52:26,817 - mmaction - INFO - Epoch [157][700/940] lr: 1.989e-01, eta: 21:04:15, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3816, top5_acc: 0.6309, loss_cls: 2.8050, loss: 2.8050, grad_norm: 1.4906 2020-07-25 00:52:40,326 - mmaction - INFO - Epoch [157][720/940] lr: 1.989e-01, eta: 21:03:54, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.3744, top5_acc: 0.6354, loss_cls: 2.8157, loss: 2.8157, grad_norm: 1.4862 2020-07-25 00:52:53,334 - mmaction - INFO - Epoch [157][740/940] lr: 1.989e-01, eta: 21:03:33, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.3764, top5_acc: 0.6361, loss_cls: 2.7970, loss: 2.7970, grad_norm: 1.4994 2020-07-25 00:53:06,726 - mmaction - INFO - Epoch [157][760/940] lr: 1.989e-01, eta: 21:03:13, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.3678, top5_acc: 0.6283, loss_cls: 2.8389, loss: 2.8389, grad_norm: 1.5000 2020-07-25 00:53:19,660 - mmaction - INFO - Epoch [157][780/940] lr: 1.989e-01, eta: 21:02:51, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3672, top5_acc: 0.6113, loss_cls: 2.8857, loss: 2.8857, grad_norm: 1.4753 2020-07-25 00:53:32,568 - mmaction - INFO - Epoch [157][800/940] lr: 1.989e-01, eta: 21:02:30, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3719, top5_acc: 0.6217, loss_cls: 2.8692, loss: 2.8692, grad_norm: 1.4837 2020-07-25 00:53:45,516 - mmaction - INFO - Epoch [157][820/940] lr: 1.989e-01, eta: 21:02:09, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3816, top5_acc: 0.6244, loss_cls: 2.8119, loss: 2.8119, grad_norm: 1.4488 2020-07-25 00:53:59,003 - mmaction - INFO - Epoch [157][840/940] lr: 1.989e-01, eta: 21:01:48, time: 0.675, data_time: 0.001, memory: 9569, top1_acc: 0.3699, top5_acc: 0.6242, loss_cls: 2.8508, loss: 2.8508, grad_norm: 1.4740 2020-07-25 00:54:13,987 - mmaction - INFO - Epoch [157][860/940] lr: 1.989e-01, eta: 21:01:30, time: 0.748, data_time: 0.001, memory: 9569, top1_acc: 0.3807, top5_acc: 0.6309, loss_cls: 2.8361, loss: 2.8361, grad_norm: 1.4730 2020-07-25 00:54:28,461 - mmaction - INFO - Epoch [157][880/940] lr: 1.989e-01, eta: 21:01:11, time: 0.724, data_time: 0.004, memory: 9569, top1_acc: 0.3756, top5_acc: 0.6275, loss_cls: 2.8095, loss: 2.8095, grad_norm: 1.4864 2020-07-25 00:54:41,522 - mmaction - INFO - Epoch [157][900/940] lr: 1.989e-01, eta: 21:00:50, time: 0.654, data_time: 0.003, memory: 9569, top1_acc: 0.3713, top5_acc: 0.6305, loss_cls: 2.7960, loss: 2.7960, grad_norm: 1.4743 2020-07-25 00:54:54,458 - mmaction - INFO - Epoch [157][920/940] lr: 1.989e-01, eta: 21:00:28, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3746, top5_acc: 0.6357, loss_cls: 2.7859, loss: 2.7859, grad_norm: 1.4728 2020-07-25 00:55:07,559 - mmaction - INFO - Epoch [157][940/940] lr: 1.989e-01, eta: 21:00:07, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.3663, top5_acc: 0.6118, loss_cls: 2.8901, loss: 2.8901, grad_norm: 1.4974 2020-07-25 00:57:45,171 - mmaction - INFO - Epoch [158][20/940] lr: 1.955e-01, eta: 21:03:17, time: 7.568, data_time: 6.850, memory: 9569, top1_acc: 0.3805, top5_acc: 0.6318, loss_cls: 2.7903, loss: 2.7903, grad_norm: 1.4805 2020-07-25 00:57:57,931 - mmaction - INFO - Epoch [158][40/940] lr: 1.955e-01, eta: 21:02:55, time: 0.638, data_time: 0.002, memory: 9569, top1_acc: 0.3834, top5_acc: 0.6330, loss_cls: 2.8002, loss: 2.8002, grad_norm: 1.4861 2020-07-25 00:58:11,187 - mmaction - INFO - Epoch [158][60/940] lr: 1.955e-01, eta: 21:02:34, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3725, top5_acc: 0.6305, loss_cls: 2.8238, loss: 2.8238, grad_norm: 1.4928 2020-07-25 00:58:24,524 - mmaction - INFO - Epoch [158][80/940] lr: 1.955e-01, eta: 21:02:14, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3881, top5_acc: 0.6377, loss_cls: 2.7447, loss: 2.7447, grad_norm: 1.4703 2020-07-25 00:58:37,405 - mmaction - INFO - Epoch [158][100/940] lr: 1.955e-01, eta: 21:01:52, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3785, top5_acc: 0.6371, loss_cls: 2.7624, loss: 2.7624, grad_norm: 1.4952 2020-07-25 00:58:50,758 - mmaction - INFO - Epoch [158][120/940] lr: 1.955e-01, eta: 21:01:31, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3740, top5_acc: 0.6318, loss_cls: 2.8072, loss: 2.8072, grad_norm: 1.4991 2020-07-25 00:59:04,020 - mmaction - INFO - Epoch [158][140/940] lr: 1.955e-01, eta: 21:01:10, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.3615, top5_acc: 0.6219, loss_cls: 2.8500, loss: 2.8500, grad_norm: 1.4912 2020-07-25 00:59:17,002 - mmaction - INFO - Epoch [158][160/940] lr: 1.955e-01, eta: 21:00:49, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3826, top5_acc: 0.6270, loss_cls: 2.8074, loss: 2.8074, grad_norm: 1.4808 2020-07-25 00:59:30,568 - mmaction - INFO - Epoch [158][180/940] lr: 1.955e-01, eta: 21:00:29, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3688, top5_acc: 0.6184, loss_cls: 2.8484, loss: 2.8484, grad_norm: 1.4652 2020-07-25 00:59:43,478 - mmaction - INFO - Epoch [158][200/940] lr: 1.955e-01, eta: 21:00:07, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3822, top5_acc: 0.6205, loss_cls: 2.7898, loss: 2.7898, grad_norm: 1.4865 2020-07-25 00:59:56,365 - mmaction - INFO - Epoch [158][220/940] lr: 1.955e-01, eta: 20:59:46, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3822, top5_acc: 0.6396, loss_cls: 2.7687, loss: 2.7687, grad_norm: 1.4852 2020-07-25 01:00:14,190 - mmaction - INFO - Epoch [158][240/940] lr: 1.955e-01, eta: 20:59:32, time: 0.888, data_time: 0.005, memory: 9569, top1_acc: 0.3793, top5_acc: 0.6295, loss_cls: 2.7868, loss: 2.7868, grad_norm: 1.4733 2020-07-25 01:00:27,708 - mmaction - INFO - Epoch [158][260/940] lr: 1.955e-01, eta: 20:59:11, time: 0.680, data_time: 0.015, memory: 9569, top1_acc: 0.3910, top5_acc: 0.6305, loss_cls: 2.7909, loss: 2.7909, grad_norm: 1.4826 2020-07-25 01:00:41,250 - mmaction - INFO - Epoch [158][280/940] lr: 1.955e-01, eta: 20:58:51, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3781, top5_acc: 0.6363, loss_cls: 2.7978, loss: 2.7978, grad_norm: 1.4852 2020-07-25 01:00:54,254 - mmaction - INFO - Epoch [158][300/940] lr: 1.955e-01, eta: 20:58:30, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.3762, top5_acc: 0.6248, loss_cls: 2.8542, loss: 2.8542, grad_norm: 1.5010 2020-07-25 01:01:07,136 - mmaction - INFO - Epoch [158][320/940] lr: 1.955e-01, eta: 20:58:08, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3861, top5_acc: 0.6303, loss_cls: 2.7834, loss: 2.7834, grad_norm: 1.4757 2020-07-25 01:01:20,104 - mmaction - INFO - Epoch [158][340/940] lr: 1.955e-01, eta: 20:57:47, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3820, top5_acc: 0.6406, loss_cls: 2.7585, loss: 2.7585, grad_norm: 1.4706 2020-07-25 01:01:33,443 - mmaction - INFO - Epoch [158][360/940] lr: 1.955e-01, eta: 20:57:26, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3758, top5_acc: 0.6379, loss_cls: 2.7875, loss: 2.7875, grad_norm: 1.5166 2020-07-25 01:01:46,419 - mmaction - INFO - Epoch [158][380/940] lr: 1.955e-01, eta: 20:57:05, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.3816, top5_acc: 0.6318, loss_cls: 2.7893, loss: 2.7893, grad_norm: 1.5129 2020-07-25 01:01:59,308 - mmaction - INFO - Epoch [158][400/940] lr: 1.955e-01, eta: 20:56:44, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3781, top5_acc: 0.6275, loss_cls: 2.8240, loss: 2.8240, grad_norm: 1.4757 2020-07-25 01:02:12,861 - mmaction - INFO - Epoch [158][420/940] lr: 1.955e-01, eta: 20:56:23, time: 0.677, data_time: 0.001, memory: 9569, top1_acc: 0.3746, top5_acc: 0.6254, loss_cls: 2.8141, loss: 2.8141, grad_norm: 1.5287 2020-07-25 01:02:25,842 - mmaction - INFO - Epoch [158][440/940] lr: 1.955e-01, eta: 20:56:02, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3836, top5_acc: 0.6340, loss_cls: 2.7852, loss: 2.7852, grad_norm: 1.4769 2020-07-25 01:02:38,744 - mmaction - INFO - Epoch [158][460/940] lr: 1.955e-01, eta: 20:55:41, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3910, top5_acc: 0.6326, loss_cls: 2.7678, loss: 2.7678, grad_norm: 1.4882 2020-07-25 01:02:52,011 - mmaction - INFO - Epoch [158][480/940] lr: 1.955e-01, eta: 20:55:20, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3760, top5_acc: 0.6328, loss_cls: 2.8154, loss: 2.8154, grad_norm: 1.4918 2020-07-25 01:03:05,636 - mmaction - INFO - Epoch [158][500/940] lr: 1.955e-01, eta: 20:55:00, time: 0.681, data_time: 0.002, memory: 9569, top1_acc: 0.3859, top5_acc: 0.6348, loss_cls: 2.7781, loss: 2.7781, grad_norm: 1.4887 2020-07-25 01:03:18,755 - mmaction - INFO - Epoch [158][520/940] lr: 1.955e-01, eta: 20:54:39, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.3934, top5_acc: 0.6320, loss_cls: 2.7632, loss: 2.7632, grad_norm: 1.4716 2020-07-25 01:03:32,416 - mmaction - INFO - Epoch [158][540/940] lr: 1.955e-01, eta: 20:54:19, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.3857, top5_acc: 0.6350, loss_cls: 2.7800, loss: 2.7800, grad_norm: 1.4717 2020-07-25 01:03:45,851 - mmaction - INFO - Epoch [158][560/940] lr: 1.955e-01, eta: 20:53:58, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3809, top5_acc: 0.6412, loss_cls: 2.7718, loss: 2.7718, grad_norm: 1.4754 2020-07-25 01:03:58,769 - mmaction - INFO - Epoch [158][580/940] lr: 1.955e-01, eta: 20:53:37, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3814, top5_acc: 0.6303, loss_cls: 2.7781, loss: 2.7781, grad_norm: 1.4869 2020-07-25 01:04:12,617 - mmaction - INFO - Epoch [158][600/940] lr: 1.955e-01, eta: 20:53:17, time: 0.692, data_time: 0.001, memory: 9569, top1_acc: 0.3768, top5_acc: 0.6316, loss_cls: 2.8038, loss: 2.8038, grad_norm: 1.4913 2020-07-25 01:04:25,705 - mmaction - INFO - Epoch [158][620/940] lr: 1.955e-01, eta: 20:52:56, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3629, top5_acc: 0.6207, loss_cls: 2.8703, loss: 2.8703, grad_norm: 1.4841 2020-07-25 01:04:38,631 - mmaction - INFO - Epoch [158][640/940] lr: 1.955e-01, eta: 20:52:35, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3811, top5_acc: 0.6490, loss_cls: 2.7571, loss: 2.7571, grad_norm: 1.4889 2020-07-25 01:04:51,514 - mmaction - INFO - Epoch [158][660/940] lr: 1.955e-01, eta: 20:52:13, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3783, top5_acc: 0.6191, loss_cls: 2.8116, loss: 2.8116, grad_norm: 1.5061 2020-07-25 01:05:05,260 - mmaction - INFO - Epoch [158][680/940] lr: 1.955e-01, eta: 20:51:53, time: 0.688, data_time: 0.002, memory: 9569, top1_acc: 0.3844, top5_acc: 0.6455, loss_cls: 2.7453, loss: 2.7453, grad_norm: 1.5017 2020-07-25 01:05:19,253 - mmaction - INFO - Epoch [158][700/940] lr: 1.955e-01, eta: 20:51:34, time: 0.699, data_time: 0.002, memory: 9569, top1_acc: 0.3670, top5_acc: 0.6248, loss_cls: 2.8233, loss: 2.8233, grad_norm: 1.5149 2020-07-25 01:05:32,173 - mmaction - INFO - Epoch [158][720/940] lr: 1.955e-01, eta: 20:51:12, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3689, top5_acc: 0.6230, loss_cls: 2.8527, loss: 2.8527, grad_norm: 1.4853 2020-07-25 01:05:45,468 - mmaction - INFO - Epoch [158][740/940] lr: 1.955e-01, eta: 20:50:52, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.3699, top5_acc: 0.6307, loss_cls: 2.8387, loss: 2.8387, grad_norm: 1.4776 2020-07-25 01:05:58,388 - mmaction - INFO - Epoch [158][760/940] lr: 1.955e-01, eta: 20:50:30, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3762, top5_acc: 0.6303, loss_cls: 2.8283, loss: 2.8283, grad_norm: 1.5020 2020-07-25 01:06:12,533 - mmaction - INFO - Epoch [158][780/940] lr: 1.955e-01, eta: 20:50:11, time: 0.706, data_time: 0.002, memory: 9569, top1_acc: 0.3787, top5_acc: 0.6188, loss_cls: 2.8516, loss: 2.8516, grad_norm: 1.4799 2020-07-25 01:06:25,498 - mmaction - INFO - Epoch [158][800/940] lr: 1.955e-01, eta: 20:49:50, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3764, top5_acc: 0.6225, loss_cls: 2.8333, loss: 2.8333, grad_norm: 1.4716 2020-07-25 01:06:38,424 - mmaction - INFO - Epoch [158][820/940] lr: 1.955e-01, eta: 20:49:29, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3816, top5_acc: 0.6393, loss_cls: 2.7832, loss: 2.7832, grad_norm: 1.4668 2020-07-25 01:06:51,909 - mmaction - INFO - Epoch [158][840/940] lr: 1.955e-01, eta: 20:49:08, time: 0.675, data_time: 0.001, memory: 9569, top1_acc: 0.3861, top5_acc: 0.6373, loss_cls: 2.7837, loss: 2.7837, grad_norm: 1.4813 2020-07-25 01:07:05,166 - mmaction - INFO - Epoch [158][860/940] lr: 1.955e-01, eta: 20:48:47, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.3848, top5_acc: 0.6299, loss_cls: 2.7965, loss: 2.7965, grad_norm: 1.4662 2020-07-25 01:07:18,069 - mmaction - INFO - Epoch [158][880/940] lr: 1.955e-01, eta: 20:48:26, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3703, top5_acc: 0.6271, loss_cls: 2.8300, loss: 2.8300, grad_norm: 1.5271 2020-07-25 01:07:31,346 - mmaction - INFO - Epoch [158][900/940] lr: 1.955e-01, eta: 20:48:06, time: 0.664, data_time: 0.003, memory: 9569, top1_acc: 0.3734, top5_acc: 0.6285, loss_cls: 2.8024, loss: 2.8024, grad_norm: 1.4972 2020-07-25 01:07:44,295 - mmaction - INFO - Epoch [158][920/940] lr: 1.955e-01, eta: 20:47:44, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3768, top5_acc: 0.6285, loss_cls: 2.8069, loss: 2.8069, grad_norm: 1.4758 2020-07-25 01:07:57,076 - mmaction - INFO - Epoch [158][940/940] lr: 1.955e-01, eta: 20:47:23, time: 0.641, data_time: 0.003, memory: 9569, top1_acc: 0.3614, top5_acc: 0.6238, loss_cls: 2.8461, loss: 2.8461, grad_norm: 1.5045 2020-07-25 01:10:15,945 - mmaction - INFO - Epoch [159][20/940] lr: 1.920e-01, eta: 20:49:57, time: 6.562, data_time: 5.764, memory: 9569, top1_acc: 0.3783, top5_acc: 0.6330, loss_cls: 2.8048, loss: 2.8048, grad_norm: 1.5044 2020-07-25 01:10:29,591 - mmaction - INFO - Epoch [159][40/940] lr: 1.920e-01, eta: 20:49:37, time: 0.683, data_time: 0.003, memory: 9569, top1_acc: 0.3844, top5_acc: 0.6396, loss_cls: 2.7658, loss: 2.7658, grad_norm: 1.4820 2020-07-25 01:10:42,425 - mmaction - INFO - Epoch [159][60/940] lr: 1.920e-01, eta: 20:49:16, time: 0.643, data_time: 0.003, memory: 9569, top1_acc: 0.3754, top5_acc: 0.6320, loss_cls: 2.7672, loss: 2.7672, grad_norm: 1.4785 2020-07-25 01:10:55,997 - mmaction - INFO - Epoch [159][80/940] lr: 1.920e-01, eta: 20:48:56, time: 0.678, data_time: 0.001, memory: 9569, top1_acc: 0.3857, top5_acc: 0.6355, loss_cls: 2.7750, loss: 2.7750, grad_norm: 1.5135 2020-07-25 01:11:09,185 - mmaction - INFO - Epoch [159][100/940] lr: 1.920e-01, eta: 20:48:35, time: 0.660, data_time: 0.002, memory: 9569, top1_acc: 0.3867, top5_acc: 0.6428, loss_cls: 2.7814, loss: 2.7814, grad_norm: 1.4981 2020-07-25 01:11:22,113 - mmaction - INFO - Epoch [159][120/940] lr: 1.920e-01, eta: 20:48:13, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.3756, top5_acc: 0.6271, loss_cls: 2.8236, loss: 2.8236, grad_norm: 1.4809 2020-07-25 01:11:36,202 - mmaction - INFO - Epoch [159][140/940] lr: 1.920e-01, eta: 20:47:54, time: 0.705, data_time: 0.001, memory: 9569, top1_acc: 0.3809, top5_acc: 0.6309, loss_cls: 2.7773, loss: 2.7773, grad_norm: 1.4794 2020-07-25 01:11:49,093 - mmaction - INFO - Epoch [159][160/940] lr: 1.920e-01, eta: 20:47:33, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3799, top5_acc: 0.6371, loss_cls: 2.7827, loss: 2.7827, grad_norm: 1.4903 2020-07-25 01:12:02,130 - mmaction - INFO - Epoch [159][180/940] lr: 1.920e-01, eta: 20:47:12, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3852, top5_acc: 0.6377, loss_cls: 2.7497, loss: 2.7497, grad_norm: 1.4848 2020-07-25 01:12:15,529 - mmaction - INFO - Epoch [159][200/940] lr: 1.920e-01, eta: 20:46:51, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.3865, top5_acc: 0.6355, loss_cls: 2.7871, loss: 2.7871, grad_norm: 1.4939 2020-07-25 01:12:28,506 - mmaction - INFO - Epoch [159][220/940] lr: 1.920e-01, eta: 20:46:30, time: 0.649, data_time: 0.000, memory: 9569, top1_acc: 0.3807, top5_acc: 0.6332, loss_cls: 2.7961, loss: 2.7961, grad_norm: 1.4963 2020-07-25 01:12:41,444 - mmaction - INFO - Epoch [159][240/940] lr: 1.920e-01, eta: 20:46:09, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3752, top5_acc: 0.6373, loss_cls: 2.7832, loss: 2.7832, grad_norm: 1.5058 2020-07-25 01:12:54,779 - mmaction - INFO - Epoch [159][260/940] lr: 1.920e-01, eta: 20:45:48, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.3789, top5_acc: 0.6312, loss_cls: 2.7987, loss: 2.7987, grad_norm: 1.5060 2020-07-25 01:13:07,734 - mmaction - INFO - Epoch [159][280/940] lr: 1.920e-01, eta: 20:45:27, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3695, top5_acc: 0.6254, loss_cls: 2.7932, loss: 2.7932, grad_norm: 1.4860 2020-07-25 01:13:21,417 - mmaction - INFO - Epoch [159][300/940] lr: 1.920e-01, eta: 20:45:07, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.3775, top5_acc: 0.6297, loss_cls: 2.8023, loss: 2.8023, grad_norm: 1.5049 2020-07-25 01:13:34,895 - mmaction - INFO - Epoch [159][320/940] lr: 1.920e-01, eta: 20:44:46, time: 0.675, data_time: 0.003, memory: 9569, top1_acc: 0.3902, top5_acc: 0.6344, loss_cls: 2.7916, loss: 2.7916, grad_norm: 1.4880 2020-07-25 01:13:47,997 - mmaction - INFO - Epoch [159][340/940] lr: 1.920e-01, eta: 20:44:26, time: 0.656, data_time: 0.003, memory: 9569, top1_acc: 0.3707, top5_acc: 0.6312, loss_cls: 2.8184, loss: 2.8184, grad_norm: 1.5003 2020-07-25 01:14:01,314 - mmaction - INFO - Epoch [159][360/940] lr: 1.920e-01, eta: 20:44:05, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.3826, top5_acc: 0.6354, loss_cls: 2.7829, loss: 2.7829, grad_norm: 1.5148 2020-07-25 01:14:14,269 - mmaction - INFO - Epoch [159][380/940] lr: 1.920e-01, eta: 20:43:44, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3830, top5_acc: 0.6236, loss_cls: 2.8201, loss: 2.8201, grad_norm: 1.4952 2020-07-25 01:14:27,636 - mmaction - INFO - Epoch [159][400/940] lr: 1.920e-01, eta: 20:43:23, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.3818, top5_acc: 0.6336, loss_cls: 2.7837, loss: 2.7837, grad_norm: 1.4932 2020-07-25 01:14:40,900 - mmaction - INFO - Epoch [159][420/940] lr: 1.920e-01, eta: 20:43:03, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.3879, top5_acc: 0.6465, loss_cls: 2.7263, loss: 2.7263, grad_norm: 1.4951 2020-07-25 01:14:53,867 - mmaction - INFO - Epoch [159][440/940] lr: 1.920e-01, eta: 20:42:41, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3934, top5_acc: 0.6348, loss_cls: 2.7373, loss: 2.7373, grad_norm: 1.5145 2020-07-25 01:15:06,798 - mmaction - INFO - Epoch [159][460/940] lr: 1.920e-01, eta: 20:42:20, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3797, top5_acc: 0.6271, loss_cls: 2.8041, loss: 2.8041, grad_norm: 1.5039 2020-07-25 01:15:19,822 - mmaction - INFO - Epoch [159][480/940] lr: 1.920e-01, eta: 20:41:59, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3916, top5_acc: 0.6434, loss_cls: 2.7202, loss: 2.7202, grad_norm: 1.5206 2020-07-25 01:15:33,185 - mmaction - INFO - Epoch [159][500/940] lr: 1.920e-01, eta: 20:41:39, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.3875, top5_acc: 0.6318, loss_cls: 2.8122, loss: 2.8122, grad_norm: 1.5024 2020-07-25 01:15:46,126 - mmaction - INFO - Epoch [159][520/940] lr: 1.920e-01, eta: 20:41:18, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.3859, top5_acc: 0.6320, loss_cls: 2.7526, loss: 2.7526, grad_norm: 1.4799 2020-07-25 01:15:59,605 - mmaction - INFO - Epoch [159][540/940] lr: 1.920e-01, eta: 20:40:57, time: 0.674, data_time: 0.001, memory: 9569, top1_acc: 0.3756, top5_acc: 0.6314, loss_cls: 2.7801, loss: 2.7801, grad_norm: 1.4897 2020-07-25 01:16:12,695 - mmaction - INFO - Epoch [159][560/940] lr: 1.920e-01, eta: 20:40:36, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.3775, top5_acc: 0.6293, loss_cls: 2.8230, loss: 2.8230, grad_norm: 1.5428 2020-07-25 01:16:25,777 - mmaction - INFO - Epoch [159][580/940] lr: 1.920e-01, eta: 20:40:15, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3775, top5_acc: 0.6416, loss_cls: 2.7892, loss: 2.7892, grad_norm: 1.5213 2020-07-25 01:16:39,545 - mmaction - INFO - Epoch [159][600/940] lr: 1.920e-01, eta: 20:39:56, time: 0.689, data_time: 0.002, memory: 9569, top1_acc: 0.3869, top5_acc: 0.6289, loss_cls: 2.7839, loss: 2.7839, grad_norm: 1.4908 2020-07-25 01:16:52,635 - mmaction - INFO - Epoch [159][620/940] lr: 1.920e-01, eta: 20:39:35, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.3900, top5_acc: 0.6324, loss_cls: 2.8002, loss: 2.8002, grad_norm: 1.5125 2020-07-25 01:17:06,031 - mmaction - INFO - Epoch [159][640/940] lr: 1.920e-01, eta: 20:39:14, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.3668, top5_acc: 0.6164, loss_cls: 2.8557, loss: 2.8557, grad_norm: 1.5029 2020-07-25 01:17:19,405 - mmaction - INFO - Epoch [159][660/940] lr: 1.920e-01, eta: 20:38:54, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3895, top5_acc: 0.6377, loss_cls: 2.7880, loss: 2.7880, grad_norm: 1.5135 2020-07-25 01:17:32,334 - mmaction - INFO - Epoch [159][680/940] lr: 1.920e-01, eta: 20:38:33, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3646, top5_acc: 0.6207, loss_cls: 2.8700, loss: 2.8700, grad_norm: 1.5302 2020-07-25 01:17:45,614 - mmaction - INFO - Epoch [159][700/940] lr: 1.920e-01, eta: 20:38:12, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3832, top5_acc: 0.6336, loss_cls: 2.7934, loss: 2.7934, grad_norm: 1.4751 2020-07-25 01:17:58,593 - mmaction - INFO - Epoch [159][720/940] lr: 1.920e-01, eta: 20:37:51, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.3875, top5_acc: 0.6371, loss_cls: 2.7832, loss: 2.7832, grad_norm: 1.5174 2020-07-25 01:18:11,707 - mmaction - INFO - Epoch [159][740/940] lr: 1.920e-01, eta: 20:37:30, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.3807, top5_acc: 0.6301, loss_cls: 2.8136, loss: 2.8136, grad_norm: 1.4973 2020-07-25 01:18:24,890 - mmaction - INFO - Epoch [159][760/940] lr: 1.920e-01, eta: 20:37:10, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.3803, top5_acc: 0.6305, loss_cls: 2.7883, loss: 2.7883, grad_norm: 1.4677 2020-07-25 01:18:37,828 - mmaction - INFO - Epoch [159][780/940] lr: 1.920e-01, eta: 20:36:49, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3719, top5_acc: 0.6150, loss_cls: 2.8381, loss: 2.8381, grad_norm: 1.4933 2020-07-25 01:18:50,974 - mmaction - INFO - Epoch [159][800/940] lr: 1.920e-01, eta: 20:36:28, time: 0.657, data_time: 0.001, memory: 9569, top1_acc: 0.3652, top5_acc: 0.6229, loss_cls: 2.8595, loss: 2.8595, grad_norm: 1.4914 2020-07-25 01:19:03,997 - mmaction - INFO - Epoch [159][820/940] lr: 1.920e-01, eta: 20:36:07, time: 0.650, data_time: 0.003, memory: 9569, top1_acc: 0.3684, top5_acc: 0.6215, loss_cls: 2.8613, loss: 2.8613, grad_norm: 1.4965 2020-07-25 01:19:17,479 - mmaction - INFO - Epoch [159][840/940] lr: 1.920e-01, eta: 20:35:47, time: 0.676, data_time: 0.003, memory: 9569, top1_acc: 0.3693, top5_acc: 0.6244, loss_cls: 2.8355, loss: 2.8355, grad_norm: 1.4906 2020-07-25 01:19:30,996 - mmaction - INFO - Epoch [159][860/940] lr: 1.920e-01, eta: 20:35:26, time: 0.675, data_time: 0.001, memory: 9569, top1_acc: 0.3797, top5_acc: 0.6340, loss_cls: 2.7875, loss: 2.7875, grad_norm: 1.4793 2020-07-25 01:19:44,315 - mmaction - INFO - Epoch [159][880/940] lr: 1.920e-01, eta: 20:35:06, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.3912, top5_acc: 0.6359, loss_cls: 2.7620, loss: 2.7620, grad_norm: 1.4812 2020-07-25 01:19:58,235 - mmaction - INFO - Epoch [159][900/940] lr: 1.920e-01, eta: 20:34:46, time: 0.696, data_time: 0.002, memory: 9569, top1_acc: 0.3633, top5_acc: 0.6215, loss_cls: 2.8841, loss: 2.8841, grad_norm: 1.5166 2020-07-25 01:20:11,274 - mmaction - INFO - Epoch [159][920/940] lr: 1.920e-01, eta: 20:34:25, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.3715, top5_acc: 0.6242, loss_cls: 2.8213, loss: 2.8213, grad_norm: 1.5141 2020-07-25 01:20:23,549 - mmaction - INFO - Epoch [159][940/940] lr: 1.920e-01, eta: 20:34:03, time: 0.614, data_time: 0.001, memory: 9569, top1_acc: 0.3760, top5_acc: 0.6220, loss_cls: 2.8424, loss: 2.8424, grad_norm: 1.5141 2020-07-25 01:22:58,504 - mmaction - INFO - Epoch [160][20/940] lr: 1.886e-01, eta: 20:37:00, time: 7.474, data_time: 6.749, memory: 9569, top1_acc: 0.3867, top5_acc: 0.6303, loss_cls: 2.7887, loss: 2.7887, grad_norm: 1.5107 2020-07-25 01:23:11,279 - mmaction - INFO - Epoch [160][40/940] lr: 1.886e-01, eta: 20:36:39, time: 0.640, data_time: 0.002, memory: 9569, top1_acc: 0.3705, top5_acc: 0.6357, loss_cls: 2.7934, loss: 2.7934, grad_norm: 1.4942 2020-07-25 01:23:24,295 - mmaction - INFO - Epoch [160][60/940] lr: 1.886e-01, eta: 20:36:18, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.3855, top5_acc: 0.6357, loss_cls: 2.7830, loss: 2.7830, grad_norm: 1.4929 2020-07-25 01:23:37,171 - mmaction - INFO - Epoch [160][80/940] lr: 1.886e-01, eta: 20:35:56, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3979, top5_acc: 0.6480, loss_cls: 2.7011, loss: 2.7011, grad_norm: 1.4518 2020-07-25 01:23:50,487 - mmaction - INFO - Epoch [160][100/940] lr: 1.886e-01, eta: 20:35:36, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.3895, top5_acc: 0.6426, loss_cls: 2.7645, loss: 2.7645, grad_norm: 1.5208 2020-07-25 01:24:03,349 - mmaction - INFO - Epoch [160][120/940] lr: 1.886e-01, eta: 20:35:15, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3855, top5_acc: 0.6529, loss_cls: 2.7262, loss: 2.7262, grad_norm: 1.4979 2020-07-25 01:24:16,266 - mmaction - INFO - Epoch [160][140/940] lr: 1.886e-01, eta: 20:34:54, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.3855, top5_acc: 0.6396, loss_cls: 2.7665, loss: 2.7665, grad_norm: 1.5080 2020-07-25 01:24:29,150 - mmaction - INFO - Epoch [160][160/940] lr: 1.886e-01, eta: 20:34:32, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3760, top5_acc: 0.6275, loss_cls: 2.8105, loss: 2.8105, grad_norm: 1.4976 2020-07-25 01:24:42,955 - mmaction - INFO - Epoch [160][180/940] lr: 1.886e-01, eta: 20:34:12, time: 0.690, data_time: 0.002, memory: 9569, top1_acc: 0.3852, top5_acc: 0.6430, loss_cls: 2.7591, loss: 2.7591, grad_norm: 1.5074 2020-07-25 01:24:55,881 - mmaction - INFO - Epoch [160][200/940] lr: 1.886e-01, eta: 20:33:51, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3779, top5_acc: 0.6256, loss_cls: 2.8310, loss: 2.8310, grad_norm: 1.5181 2020-07-25 01:25:08,877 - mmaction - INFO - Epoch [160][220/940] lr: 1.886e-01, eta: 20:33:30, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3881, top5_acc: 0.6344, loss_cls: 2.7771, loss: 2.7771, grad_norm: 1.4971 2020-07-25 01:25:22,257 - mmaction - INFO - Epoch [160][240/940] lr: 1.886e-01, eta: 20:33:10, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.3799, top5_acc: 0.6355, loss_cls: 2.7822, loss: 2.7822, grad_norm: 1.5332 2020-07-25 01:25:35,471 - mmaction - INFO - Epoch [160][260/940] lr: 1.886e-01, eta: 20:32:49, time: 0.661, data_time: 0.002, memory: 9569, top1_acc: 0.3773, top5_acc: 0.6342, loss_cls: 2.7801, loss: 2.7801, grad_norm: 1.5165 2020-07-25 01:25:48,315 - mmaction - INFO - Epoch [160][280/940] lr: 1.886e-01, eta: 20:32:28, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3922, top5_acc: 0.6467, loss_cls: 2.6938, loss: 2.6938, grad_norm: 1.5089 2020-07-25 01:26:01,241 - mmaction - INFO - Epoch [160][300/940] lr: 1.886e-01, eta: 20:32:07, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3762, top5_acc: 0.6305, loss_cls: 2.7773, loss: 2.7773, grad_norm: 1.5415 2020-07-25 01:26:14,129 - mmaction - INFO - Epoch [160][320/940] lr: 1.886e-01, eta: 20:31:46, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3887, top5_acc: 0.6309, loss_cls: 2.7891, loss: 2.7891, grad_norm: 1.5069 2020-07-25 01:26:27,040 - mmaction - INFO - Epoch [160][340/940] lr: 1.886e-01, eta: 20:31:25, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.3789, top5_acc: 0.6305, loss_cls: 2.8003, loss: 2.8003, grad_norm: 1.5149 2020-07-25 01:26:39,917 - mmaction - INFO - Epoch [160][360/940] lr: 1.886e-01, eta: 20:31:04, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3793, top5_acc: 0.6328, loss_cls: 2.7577, loss: 2.7577, grad_norm: 1.5129 2020-07-25 01:26:53,289 - mmaction - INFO - Epoch [160][380/940] lr: 1.886e-01, eta: 20:30:43, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.3912, top5_acc: 0.6391, loss_cls: 2.7377, loss: 2.7377, grad_norm: 1.5022 2020-07-25 01:27:06,541 - mmaction - INFO - Epoch [160][400/940] lr: 1.886e-01, eta: 20:30:23, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.3811, top5_acc: 0.6291, loss_cls: 2.7863, loss: 2.7863, grad_norm: 1.4975 2020-07-25 01:27:19,481 - mmaction - INFO - Epoch [160][420/940] lr: 1.886e-01, eta: 20:30:02, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.3736, top5_acc: 0.6279, loss_cls: 2.8029, loss: 2.8029, grad_norm: 1.5031 2020-07-25 01:27:33,232 - mmaction - INFO - Epoch [160][440/940] lr: 1.886e-01, eta: 20:29:42, time: 0.687, data_time: 0.001, memory: 9569, top1_acc: 0.3846, top5_acc: 0.6414, loss_cls: 2.7545, loss: 2.7545, grad_norm: 1.4961 2020-07-25 01:27:46,596 - mmaction - INFO - Epoch [160][460/940] lr: 1.886e-01, eta: 20:29:21, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3908, top5_acc: 0.6373, loss_cls: 2.7590, loss: 2.7590, grad_norm: 1.5101 2020-07-25 01:27:59,674 - mmaction - INFO - Epoch [160][480/940] lr: 1.886e-01, eta: 20:29:01, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.3748, top5_acc: 0.6287, loss_cls: 2.8035, loss: 2.8035, grad_norm: 1.5304 2020-07-25 01:28:12,646 - mmaction - INFO - Epoch [160][500/940] lr: 1.886e-01, eta: 20:28:40, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3945, top5_acc: 0.6324, loss_cls: 2.7545, loss: 2.7545, grad_norm: 1.4934 2020-07-25 01:28:25,875 - mmaction - INFO - Epoch [160][520/940] lr: 1.886e-01, eta: 20:28:19, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.3764, top5_acc: 0.6273, loss_cls: 2.8486, loss: 2.8486, grad_norm: 1.5249 2020-07-25 01:28:39,515 - mmaction - INFO - Epoch [160][540/940] lr: 1.886e-01, eta: 20:27:59, time: 0.682, data_time: 0.001, memory: 9569, top1_acc: 0.3828, top5_acc: 0.6307, loss_cls: 2.7782, loss: 2.7782, grad_norm: 1.4788 2020-07-25 01:28:52,908 - mmaction - INFO - Epoch [160][560/940] lr: 1.886e-01, eta: 20:27:39, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.3877, top5_acc: 0.6387, loss_cls: 2.7661, loss: 2.7661, grad_norm: 1.5146 2020-07-25 01:29:05,793 - mmaction - INFO - Epoch [160][580/940] lr: 1.886e-01, eta: 20:27:18, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3729, top5_acc: 0.6293, loss_cls: 2.7934, loss: 2.7934, grad_norm: 1.5035 2020-07-25 01:29:18,699 - mmaction - INFO - Epoch [160][600/940] lr: 1.886e-01, eta: 20:26:57, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3686, top5_acc: 0.6223, loss_cls: 2.8475, loss: 2.8475, grad_norm: 1.5025 2020-07-25 01:29:31,666 - mmaction - INFO - Epoch [160][620/940] lr: 1.886e-01, eta: 20:26:36, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.3932, top5_acc: 0.6256, loss_cls: 2.7917, loss: 2.7917, grad_norm: 1.4706 2020-07-25 01:29:44,739 - mmaction - INFO - Epoch [160][640/940] lr: 1.886e-01, eta: 20:26:15, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.3771, top5_acc: 0.6354, loss_cls: 2.7765, loss: 2.7765, grad_norm: 1.5195 2020-07-25 01:29:58,019 - mmaction - INFO - Epoch [160][660/940] lr: 1.886e-01, eta: 20:25:54, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3777, top5_acc: 0.6314, loss_cls: 2.7836, loss: 2.7836, grad_norm: 1.5148 2020-07-25 01:30:11,054 - mmaction - INFO - Epoch [160][680/940] lr: 1.886e-01, eta: 20:25:34, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.3982, top5_acc: 0.6508, loss_cls: 2.6967, loss: 2.6967, grad_norm: 1.5071 2020-07-25 01:30:23,951 - mmaction - INFO - Epoch [160][700/940] lr: 1.886e-01, eta: 20:25:13, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3791, top5_acc: 0.6297, loss_cls: 2.7992, loss: 2.7992, grad_norm: 1.5287 2020-07-25 01:30:37,239 - mmaction - INFO - Epoch [160][720/940] lr: 1.886e-01, eta: 20:24:52, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.3719, top5_acc: 0.6322, loss_cls: 2.8251, loss: 2.8251, grad_norm: 1.5025 2020-07-25 01:30:50,235 - mmaction - INFO - Epoch [160][740/940] lr: 1.886e-01, eta: 20:24:31, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3912, top5_acc: 0.6465, loss_cls: 2.7367, loss: 2.7367, grad_norm: 1.4867 2020-07-25 01:31:03,680 - mmaction - INFO - Epoch [160][760/940] lr: 1.886e-01, eta: 20:24:11, time: 0.672, data_time: 0.003, memory: 9569, top1_acc: 0.3740, top5_acc: 0.6301, loss_cls: 2.8027, loss: 2.8027, grad_norm: 1.4709 2020-07-25 01:31:16,610 - mmaction - INFO - Epoch [160][780/940] lr: 1.886e-01, eta: 20:23:50, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3822, top5_acc: 0.6277, loss_cls: 2.8226, loss: 2.8226, grad_norm: 1.4966 2020-07-25 01:31:29,887 - mmaction - INFO - Epoch [160][800/940] lr: 1.886e-01, eta: 20:23:30, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3771, top5_acc: 0.6242, loss_cls: 2.8324, loss: 2.8324, grad_norm: 1.5060 2020-07-25 01:31:42,996 - mmaction - INFO - Epoch [160][820/940] lr: 1.886e-01, eta: 20:23:09, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.3715, top5_acc: 0.6262, loss_cls: 2.8223, loss: 2.8223, grad_norm: 1.5042 2020-07-25 01:31:55,903 - mmaction - INFO - Epoch [160][840/940] lr: 1.886e-01, eta: 20:22:48, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3879, top5_acc: 0.6311, loss_cls: 2.7720, loss: 2.7720, grad_norm: 1.5081 2020-07-25 01:32:09,269 - mmaction - INFO - Epoch [160][860/940] lr: 1.886e-01, eta: 20:22:28, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.3771, top5_acc: 0.6303, loss_cls: 2.8177, loss: 2.8177, grad_norm: 1.5110 2020-07-25 01:32:22,417 - mmaction - INFO - Epoch [160][880/940] lr: 1.886e-01, eta: 20:22:07, time: 0.658, data_time: 0.001, memory: 9569, top1_acc: 0.3852, top5_acc: 0.6371, loss_cls: 2.7529, loss: 2.7529, grad_norm: 1.4925 2020-07-25 01:32:35,404 - mmaction - INFO - Epoch [160][900/940] lr: 1.886e-01, eta: 20:21:46, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.3803, top5_acc: 0.6332, loss_cls: 2.7863, loss: 2.7863, grad_norm: 1.5383 2020-07-25 01:32:48,467 - mmaction - INFO - Epoch [160][920/940] lr: 1.886e-01, eta: 20:21:25, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.3725, top5_acc: 0.6354, loss_cls: 2.7929, loss: 2.7929, grad_norm: 1.4997 2020-07-25 01:33:00,648 - mmaction - INFO - Epoch [160][940/940] lr: 1.886e-01, eta: 20:21:04, time: 0.610, data_time: 0.002, memory: 9569, top1_acc: 0.3795, top5_acc: 0.6216, loss_cls: 2.8274, loss: 2.8274, grad_norm: 1.5009 2020-07-25 01:33:06,566 - mmaction - INFO - Saving checkpoint at 160 epochs 2020-07-25 01:35:43,005 - mmaction - INFO - Epoch [161][20/940] lr: 1.852e-01, eta: 20:24:03, time: 7.749, data_time: 6.910, memory: 9569, top1_acc: 0.3916, top5_acc: 0.6510, loss_cls: 2.7627, loss: 2.7627, grad_norm: 1.5290 2020-07-25 01:35:56,417 - mmaction - INFO - Epoch [161][40/940] lr: 1.852e-01, eta: 20:23:43, time: 0.673, data_time: 0.004, memory: 9569, top1_acc: 0.3812, top5_acc: 0.6297, loss_cls: 2.8091, loss: 2.8091, grad_norm: 1.5237 2020-07-25 01:36:09,784 - mmaction - INFO - Epoch [161][60/940] lr: 1.852e-01, eta: 20:23:22, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.3805, top5_acc: 0.6271, loss_cls: 2.8037, loss: 2.8037, grad_norm: 1.5216 2020-07-25 01:36:23,222 - mmaction - INFO - Epoch [161][80/940] lr: 1.852e-01, eta: 20:23:02, time: 0.672, data_time: 0.001, memory: 9569, top1_acc: 0.3812, top5_acc: 0.6275, loss_cls: 2.8054, loss: 2.8054, grad_norm: 1.5123 2020-07-25 01:36:36,565 - mmaction - INFO - Epoch [161][100/940] lr: 1.852e-01, eta: 20:22:42, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3916, top5_acc: 0.6398, loss_cls: 2.7426, loss: 2.7426, grad_norm: 1.5027 2020-07-25 01:36:50,312 - mmaction - INFO - Epoch [161][120/940] lr: 1.852e-01, eta: 20:22:22, time: 0.687, data_time: 0.001, memory: 9569, top1_acc: 0.3840, top5_acc: 0.6422, loss_cls: 2.7764, loss: 2.7764, grad_norm: 1.5265 2020-07-25 01:37:03,617 - mmaction - INFO - Epoch [161][140/940] lr: 1.852e-01, eta: 20:22:01, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.3844, top5_acc: 0.6338, loss_cls: 2.7671, loss: 2.7671, grad_norm: 1.4971 2020-07-25 01:37:16,679 - mmaction - INFO - Epoch [161][160/940] lr: 1.852e-01, eta: 20:21:41, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3828, top5_acc: 0.6418, loss_cls: 2.7435, loss: 2.7435, grad_norm: 1.4705 2020-07-25 01:37:29,750 - mmaction - INFO - Epoch [161][180/940] lr: 1.852e-01, eta: 20:21:20, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.3953, top5_acc: 0.6477, loss_cls: 2.7052, loss: 2.7052, grad_norm: 1.4746 2020-07-25 01:37:43,154 - mmaction - INFO - Epoch [161][200/940] lr: 1.852e-01, eta: 20:21:00, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.3879, top5_acc: 0.6301, loss_cls: 2.7592, loss: 2.7592, grad_norm: 1.5282 2020-07-25 01:37:56,087 - mmaction - INFO - Epoch [161][220/940] lr: 1.852e-01, eta: 20:20:39, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3904, top5_acc: 0.6398, loss_cls: 2.7524, loss: 2.7524, grad_norm: 1.5245 2020-07-25 01:38:09,145 - mmaction - INFO - Epoch [161][240/940] lr: 1.852e-01, eta: 20:20:18, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.3924, top5_acc: 0.6414, loss_cls: 2.7430, loss: 2.7430, grad_norm: 1.4864 2020-07-25 01:38:23,001 - mmaction - INFO - Epoch [161][260/940] lr: 1.852e-01, eta: 20:19:58, time: 0.693, data_time: 0.002, memory: 9569, top1_acc: 0.3820, top5_acc: 0.6391, loss_cls: 2.7456, loss: 2.7456, grad_norm: 1.5131 2020-07-25 01:38:36,306 - mmaction - INFO - Epoch [161][280/940] lr: 1.852e-01, eta: 20:19:38, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.3898, top5_acc: 0.6412, loss_cls: 2.7270, loss: 2.7270, grad_norm: 1.5351 2020-07-25 01:38:49,304 - mmaction - INFO - Epoch [161][300/940] lr: 1.852e-01, eta: 20:19:17, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3924, top5_acc: 0.6334, loss_cls: 2.7393, loss: 2.7393, grad_norm: 1.4934 2020-07-25 01:39:02,571 - mmaction - INFO - Epoch [161][320/940] lr: 1.852e-01, eta: 20:18:56, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3736, top5_acc: 0.6283, loss_cls: 2.8178, loss: 2.8178, grad_norm: 1.5406 2020-07-25 01:39:16,208 - mmaction - INFO - Epoch [161][340/940] lr: 1.852e-01, eta: 20:18:36, time: 0.681, data_time: 0.002, memory: 9569, top1_acc: 0.3852, top5_acc: 0.6336, loss_cls: 2.7722, loss: 2.7722, grad_norm: 1.5517 2020-07-25 01:39:29,118 - mmaction - INFO - Epoch [161][360/940] lr: 1.852e-01, eta: 20:18:15, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3732, top5_acc: 0.6299, loss_cls: 2.8306, loss: 2.8306, grad_norm: 1.5218 2020-07-25 01:39:42,482 - mmaction - INFO - Epoch [161][380/940] lr: 1.852e-01, eta: 20:17:55, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3926, top5_acc: 0.6365, loss_cls: 2.7665, loss: 2.7665, grad_norm: 1.5095 2020-07-25 01:39:55,752 - mmaction - INFO - Epoch [161][400/940] lr: 1.852e-01, eta: 20:17:35, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3766, top5_acc: 0.6359, loss_cls: 2.7712, loss: 2.7712, grad_norm: 1.4982 2020-07-25 01:40:09,531 - mmaction - INFO - Epoch [161][420/940] lr: 1.852e-01, eta: 20:17:15, time: 0.689, data_time: 0.001, memory: 9569, top1_acc: 0.3904, top5_acc: 0.6391, loss_cls: 2.7254, loss: 2.7254, grad_norm: 1.5224 2020-07-25 01:40:22,444 - mmaction - INFO - Epoch [161][440/940] lr: 1.852e-01, eta: 20:16:54, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3830, top5_acc: 0.6410, loss_cls: 2.7403, loss: 2.7403, grad_norm: 1.5431 2020-07-25 01:40:35,948 - mmaction - INFO - Epoch [161][460/940] lr: 1.852e-01, eta: 20:16:34, time: 0.676, data_time: 0.003, memory: 9569, top1_acc: 0.3957, top5_acc: 0.6432, loss_cls: 2.7220, loss: 2.7220, grad_norm: 1.5151 2020-07-25 01:40:49,717 - mmaction - INFO - Epoch [161][480/940] lr: 1.852e-01, eta: 20:16:14, time: 0.689, data_time: 0.002, memory: 9569, top1_acc: 0.3830, top5_acc: 0.6322, loss_cls: 2.7898, loss: 2.7898, grad_norm: 1.5009 2020-07-25 01:41:03,487 - mmaction - INFO - Epoch [161][500/940] lr: 1.852e-01, eta: 20:15:54, time: 0.688, data_time: 0.001, memory: 9569, top1_acc: 0.3654, top5_acc: 0.6240, loss_cls: 2.8689, loss: 2.8689, grad_norm: 1.5403 2020-07-25 01:41:16,377 - mmaction - INFO - Epoch [161][520/940] lr: 1.852e-01, eta: 20:15:34, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3754, top5_acc: 0.6262, loss_cls: 2.8460, loss: 2.8460, grad_norm: 1.5204 2020-07-25 01:41:29,257 - mmaction - INFO - Epoch [161][540/940] lr: 1.852e-01, eta: 20:15:13, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3770, top5_acc: 0.6303, loss_cls: 2.8016, loss: 2.8016, grad_norm: 1.5147 2020-07-25 01:41:42,161 - mmaction - INFO - Epoch [161][560/940] lr: 1.852e-01, eta: 20:14:52, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3734, top5_acc: 0.6312, loss_cls: 2.8077, loss: 2.8077, grad_norm: 1.5181 2020-07-25 01:41:55,011 - mmaction - INFO - Epoch [161][580/940] lr: 1.852e-01, eta: 20:14:31, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3848, top5_acc: 0.6311, loss_cls: 2.7579, loss: 2.7579, grad_norm: 1.4703 2020-07-25 01:42:08,343 - mmaction - INFO - Epoch [161][600/940] lr: 1.852e-01, eta: 20:14:10, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.3895, top5_acc: 0.6281, loss_cls: 2.7955, loss: 2.7955, grad_norm: 1.5277 2020-07-25 01:42:22,620 - mmaction - INFO - Epoch [161][620/940] lr: 1.852e-01, eta: 20:13:51, time: 0.715, data_time: 0.003, memory: 9569, top1_acc: 0.3809, top5_acc: 0.6342, loss_cls: 2.7977, loss: 2.7977, grad_norm: 1.5180 2020-07-25 01:42:35,555 - mmaction - INFO - Epoch [161][640/940] lr: 1.852e-01, eta: 20:13:30, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3697, top5_acc: 0.6277, loss_cls: 2.8115, loss: 2.8115, grad_norm: 1.5303 2020-07-25 01:42:48,724 - mmaction - INFO - Epoch [161][660/940] lr: 1.852e-01, eta: 20:13:10, time: 0.658, data_time: 0.001, memory: 9569, top1_acc: 0.3729, top5_acc: 0.6334, loss_cls: 2.8102, loss: 2.8102, grad_norm: 1.5205 2020-07-25 01:43:01,680 - mmaction - INFO - Epoch [161][680/940] lr: 1.852e-01, eta: 20:12:49, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3900, top5_acc: 0.6486, loss_cls: 2.7243, loss: 2.7243, grad_norm: 1.4989 2020-07-25 01:43:14,589 - mmaction - INFO - Epoch [161][700/940] lr: 1.852e-01, eta: 20:12:28, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3842, top5_acc: 0.6348, loss_cls: 2.7763, loss: 2.7763, grad_norm: 1.5450 2020-07-25 01:43:27,489 - mmaction - INFO - Epoch [161][720/940] lr: 1.852e-01, eta: 20:12:07, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3865, top5_acc: 0.6332, loss_cls: 2.7932, loss: 2.7932, grad_norm: 1.5093 2020-07-25 01:43:40,374 - mmaction - INFO - Epoch [161][740/940] lr: 1.852e-01, eta: 20:11:46, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4049, top5_acc: 0.6527, loss_cls: 2.6656, loss: 2.6656, grad_norm: 1.5124 2020-07-25 01:43:53,785 - mmaction - INFO - Epoch [161][760/940] lr: 1.852e-01, eta: 20:11:26, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.3725, top5_acc: 0.6217, loss_cls: 2.8427, loss: 2.8427, grad_norm: 1.5625 2020-07-25 01:44:06,704 - mmaction - INFO - Epoch [161][780/940] lr: 1.852e-01, eta: 20:11:05, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3641, top5_acc: 0.6160, loss_cls: 2.8628, loss: 2.8628, grad_norm: 1.5240 2020-07-25 01:44:19,606 - mmaction - INFO - Epoch [161][800/940] lr: 1.852e-01, eta: 20:10:45, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3783, top5_acc: 0.6352, loss_cls: 2.7695, loss: 2.7695, grad_norm: 1.5021 2020-07-25 01:44:32,543 - mmaction - INFO - Epoch [161][820/940] lr: 1.852e-01, eta: 20:10:24, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3857, top5_acc: 0.6316, loss_cls: 2.7738, loss: 2.7738, grad_norm: 1.5123 2020-07-25 01:44:46,022 - mmaction - INFO - Epoch [161][840/940] lr: 1.852e-01, eta: 20:10:04, time: 0.674, data_time: 0.001, memory: 9569, top1_acc: 0.3785, top5_acc: 0.6352, loss_cls: 2.8023, loss: 2.8023, grad_norm: 1.5184 2020-07-25 01:44:58,930 - mmaction - INFO - Epoch [161][860/940] lr: 1.852e-01, eta: 20:09:43, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3750, top5_acc: 0.6291, loss_cls: 2.7959, loss: 2.7959, grad_norm: 1.5136 2020-07-25 01:45:11,870 - mmaction - INFO - Epoch [161][880/940] lr: 1.852e-01, eta: 20:09:22, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3811, top5_acc: 0.6285, loss_cls: 2.8161, loss: 2.8161, grad_norm: 1.5115 2020-07-25 01:45:25,166 - mmaction - INFO - Epoch [161][900/940] lr: 1.852e-01, eta: 20:09:02, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.3877, top5_acc: 0.6287, loss_cls: 2.8190, loss: 2.8190, grad_norm: 1.4914 2020-07-25 01:45:38,321 - mmaction - INFO - Epoch [161][920/940] lr: 1.852e-01, eta: 20:08:41, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.3814, top5_acc: 0.6391, loss_cls: 2.7689, loss: 2.7689, grad_norm: 1.5284 2020-07-25 01:45:50,522 - mmaction - INFO - Epoch [161][940/940] lr: 1.852e-01, eta: 20:08:19, time: 0.610, data_time: 0.001, memory: 9569, top1_acc: 0.3868, top5_acc: 0.6323, loss_cls: 2.7959, loss: 2.7959, grad_norm: 1.5157 2020-07-25 01:48:23,904 - mmaction - INFO - Epoch [162][20/940] lr: 1.818e-01, eta: 20:11:03, time: 7.341, data_time: 5.950, memory: 9569, top1_acc: 0.3834, top5_acc: 0.6398, loss_cls: 2.7269, loss: 2.7269, grad_norm: 1.5226 2020-07-25 01:48:37,164 - mmaction - INFO - Epoch [162][40/940] lr: 1.818e-01, eta: 20:10:43, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3945, top5_acc: 0.6453, loss_cls: 2.7298, loss: 2.7298, grad_norm: 1.5110 2020-07-25 01:48:50,256 - mmaction - INFO - Epoch [162][60/940] lr: 1.818e-01, eta: 20:10:22, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3959, top5_acc: 0.6434, loss_cls: 2.7484, loss: 2.7484, grad_norm: 1.5150 2020-07-25 01:49:03,157 - mmaction - INFO - Epoch [162][80/940] lr: 1.818e-01, eta: 20:10:01, time: 0.644, data_time: 0.004, memory: 9569, top1_acc: 0.3992, top5_acc: 0.6400, loss_cls: 2.7332, loss: 2.7332, grad_norm: 1.5357 2020-07-25 01:49:16,472 - mmaction - INFO - Epoch [162][100/940] lr: 1.818e-01, eta: 20:09:41, time: 0.666, data_time: 0.003, memory: 9569, top1_acc: 0.3799, top5_acc: 0.6412, loss_cls: 2.7854, loss: 2.7854, grad_norm: 1.5410 2020-07-25 01:49:29,400 - mmaction - INFO - Epoch [162][120/940] lr: 1.818e-01, eta: 20:09:20, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3908, top5_acc: 0.6379, loss_cls: 2.7459, loss: 2.7459, grad_norm: 1.5153 2020-07-25 01:49:42,818 - mmaction - INFO - Epoch [162][140/940] lr: 1.818e-01, eta: 20:09:00, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3969, top5_acc: 0.6590, loss_cls: 2.6741, loss: 2.6741, grad_norm: 1.5267 2020-07-25 01:49:55,896 - mmaction - INFO - Epoch [162][160/940] lr: 1.818e-01, eta: 20:08:39, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.3807, top5_acc: 0.6355, loss_cls: 2.7623, loss: 2.7623, grad_norm: 1.5288 2020-07-25 01:50:08,803 - mmaction - INFO - Epoch [162][180/940] lr: 1.818e-01, eta: 20:08:18, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3926, top5_acc: 0.6545, loss_cls: 2.6976, loss: 2.6976, grad_norm: 1.5264 2020-07-25 01:50:21,931 - mmaction - INFO - Epoch [162][200/940] lr: 1.818e-01, eta: 20:07:57, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.3795, top5_acc: 0.6330, loss_cls: 2.7891, loss: 2.7891, grad_norm: 1.5398 2020-07-25 01:50:35,087 - mmaction - INFO - Epoch [162][220/940] lr: 1.818e-01, eta: 20:07:37, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.3783, top5_acc: 0.6402, loss_cls: 2.7474, loss: 2.7474, grad_norm: 1.5098 2020-07-25 01:50:48,003 - mmaction - INFO - Epoch [162][240/940] lr: 1.818e-01, eta: 20:07:16, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3893, top5_acc: 0.6484, loss_cls: 2.7184, loss: 2.7184, grad_norm: 1.4937 2020-07-25 01:51:00,889 - mmaction - INFO - Epoch [162][260/940] lr: 1.818e-01, eta: 20:06:55, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3867, top5_acc: 0.6438, loss_cls: 2.7586, loss: 2.7586, grad_norm: 1.5463 2020-07-25 01:51:14,948 - mmaction - INFO - Epoch [162][280/940] lr: 1.818e-01, eta: 20:06:36, time: 0.703, data_time: 0.002, memory: 9569, top1_acc: 0.3754, top5_acc: 0.6301, loss_cls: 2.8044, loss: 2.8044, grad_norm: 1.5481 2020-07-25 01:51:27,894 - mmaction - INFO - Epoch [162][300/940] lr: 1.818e-01, eta: 20:06:15, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3965, top5_acc: 0.6424, loss_cls: 2.7392, loss: 2.7392, grad_norm: 1.4986 2020-07-25 01:51:40,788 - mmaction - INFO - Epoch [162][320/940] lr: 1.818e-01, eta: 20:05:54, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3863, top5_acc: 0.6393, loss_cls: 2.7486, loss: 2.7486, grad_norm: 1.5389 2020-07-25 01:51:54,652 - mmaction - INFO - Epoch [162][340/940] lr: 1.818e-01, eta: 20:05:35, time: 0.694, data_time: 0.002, memory: 9569, top1_acc: 0.3889, top5_acc: 0.6404, loss_cls: 2.7435, loss: 2.7435, grad_norm: 1.5027 2020-07-25 01:52:07,594 - mmaction - INFO - Epoch [162][360/940] lr: 1.818e-01, eta: 20:05:14, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3947, top5_acc: 0.6381, loss_cls: 2.7363, loss: 2.7363, grad_norm: 1.5299 2020-07-25 01:52:20,587 - mmaction - INFO - Epoch [162][380/940] lr: 1.818e-01, eta: 20:04:53, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3826, top5_acc: 0.6451, loss_cls: 2.7668, loss: 2.7668, grad_norm: 1.5234 2020-07-25 01:52:33,939 - mmaction - INFO - Epoch [162][400/940] lr: 1.818e-01, eta: 20:04:33, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.3857, top5_acc: 0.6379, loss_cls: 2.7378, loss: 2.7378, grad_norm: 1.5132 2020-07-25 01:52:47,207 - mmaction - INFO - Epoch [162][420/940] lr: 1.818e-01, eta: 20:04:13, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.3900, top5_acc: 0.6393, loss_cls: 2.7526, loss: 2.7526, grad_norm: 1.5263 2020-07-25 01:53:00,233 - mmaction - INFO - Epoch [162][440/940] lr: 1.818e-01, eta: 20:03:52, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.3941, top5_acc: 0.6354, loss_cls: 2.7675, loss: 2.7675, grad_norm: 1.5260 2020-07-25 01:53:13,198 - mmaction - INFO - Epoch [162][460/940] lr: 1.818e-01, eta: 20:03:31, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3896, top5_acc: 0.6443, loss_cls: 2.7378, loss: 2.7378, grad_norm: 1.5107 2020-07-25 01:53:27,022 - mmaction - INFO - Epoch [162][480/940] lr: 1.818e-01, eta: 20:03:12, time: 0.692, data_time: 0.003, memory: 9569, top1_acc: 0.3799, top5_acc: 0.6346, loss_cls: 2.7704, loss: 2.7704, grad_norm: 1.5356 2020-07-25 01:53:39,955 - mmaction - INFO - Epoch [162][500/940] lr: 1.818e-01, eta: 20:02:51, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3939, top5_acc: 0.6391, loss_cls: 2.7544, loss: 2.7544, grad_norm: 1.5485 2020-07-25 01:53:53,001 - mmaction - INFO - Epoch [162][520/940] lr: 1.818e-01, eta: 20:02:30, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3836, top5_acc: 0.6320, loss_cls: 2.7861, loss: 2.7861, grad_norm: 1.5131 2020-07-25 01:54:06,125 - mmaction - INFO - Epoch [162][540/940] lr: 1.818e-01, eta: 20:02:10, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.3795, top5_acc: 0.6285, loss_cls: 2.7779, loss: 2.7779, grad_norm: 1.5260 2020-07-25 01:54:19,036 - mmaction - INFO - Epoch [162][560/940] lr: 1.818e-01, eta: 20:01:49, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3846, top5_acc: 0.6301, loss_cls: 2.7892, loss: 2.7892, grad_norm: 1.5363 2020-07-25 01:54:31,998 - mmaction - INFO - Epoch [162][580/940] lr: 1.818e-01, eta: 20:01:28, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3916, top5_acc: 0.6416, loss_cls: 2.7586, loss: 2.7586, grad_norm: 1.5293 2020-07-25 01:54:45,324 - mmaction - INFO - Epoch [162][600/940] lr: 1.818e-01, eta: 20:01:08, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.3764, top5_acc: 0.6322, loss_cls: 2.7942, loss: 2.7942, grad_norm: 1.5076 2020-07-25 01:54:58,260 - mmaction - INFO - Epoch [162][620/940] lr: 1.818e-01, eta: 20:00:47, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3850, top5_acc: 0.6350, loss_cls: 2.7621, loss: 2.7621, grad_norm: 1.5042 2020-07-25 01:55:11,862 - mmaction - INFO - Epoch [162][640/940] lr: 1.818e-01, eta: 20:00:28, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.3895, top5_acc: 0.6379, loss_cls: 2.7516, loss: 2.7516, grad_norm: 1.5074 2020-07-25 01:55:25,242 - mmaction - INFO - Epoch [162][660/940] lr: 1.818e-01, eta: 20:00:07, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3738, top5_acc: 0.6207, loss_cls: 2.8527, loss: 2.8527, grad_norm: 1.5543 2020-07-25 01:55:38,557 - mmaction - INFO - Epoch [162][680/940] lr: 1.818e-01, eta: 19:59:47, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3623, top5_acc: 0.6172, loss_cls: 2.8561, loss: 2.8561, grad_norm: 1.5218 2020-07-25 01:55:51,982 - mmaction - INFO - Epoch [162][700/940] lr: 1.818e-01, eta: 19:59:27, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.3840, top5_acc: 0.6359, loss_cls: 2.7540, loss: 2.7540, grad_norm: 1.5197 2020-07-25 01:56:04,915 - mmaction - INFO - Epoch [162][720/940] lr: 1.818e-01, eta: 19:59:06, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3838, top5_acc: 0.6385, loss_cls: 2.7787, loss: 2.7787, grad_norm: 1.5208 2020-07-25 01:56:17,856 - mmaction - INFO - Epoch [162][740/940] lr: 1.818e-01, eta: 19:58:46, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3904, top5_acc: 0.6342, loss_cls: 2.7502, loss: 2.7502, grad_norm: 1.5179 2020-07-25 01:56:30,811 - mmaction - INFO - Epoch [162][760/940] lr: 1.818e-01, eta: 19:58:25, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3859, top5_acc: 0.6369, loss_cls: 2.7441, loss: 2.7441, grad_norm: 1.5376 2020-07-25 01:56:44,530 - mmaction - INFO - Epoch [162][780/940] lr: 1.818e-01, eta: 19:58:05, time: 0.686, data_time: 0.001, memory: 9569, top1_acc: 0.3869, top5_acc: 0.6330, loss_cls: 2.7874, loss: 2.7874, grad_norm: 1.5342 2020-07-25 01:56:57,478 - mmaction - INFO - Epoch [162][800/940] lr: 1.818e-01, eta: 19:57:45, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3848, top5_acc: 0.6350, loss_cls: 2.7985, loss: 2.7985, grad_norm: 1.4983 2020-07-25 01:57:10,840 - mmaction - INFO - Epoch [162][820/940] lr: 1.818e-01, eta: 19:57:25, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3791, top5_acc: 0.6326, loss_cls: 2.8008, loss: 2.8008, grad_norm: 1.5220 2020-07-25 01:57:24,513 - mmaction - INFO - Epoch [162][840/940] lr: 1.818e-01, eta: 19:57:05, time: 0.684, data_time: 0.001, memory: 9569, top1_acc: 0.3926, top5_acc: 0.6451, loss_cls: 2.7234, loss: 2.7234, grad_norm: 1.5160 2020-07-25 01:57:37,908 - mmaction - INFO - Epoch [162][860/940] lr: 1.818e-01, eta: 19:56:45, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3803, top5_acc: 0.6334, loss_cls: 2.7829, loss: 2.7829, grad_norm: 1.5179 2020-07-25 01:57:51,806 - mmaction - INFO - Epoch [162][880/940] lr: 1.818e-01, eta: 19:56:25, time: 0.696, data_time: 0.002, memory: 9569, top1_acc: 0.3801, top5_acc: 0.6301, loss_cls: 2.7793, loss: 2.7793, grad_norm: 1.5192 2020-07-25 01:58:04,715 - mmaction - INFO - Epoch [162][900/940] lr: 1.818e-01, eta: 19:56:05, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3918, top5_acc: 0.6480, loss_cls: 2.7441, loss: 2.7441, grad_norm: 1.5367 2020-07-25 01:58:17,720 - mmaction - INFO - Epoch [162][920/940] lr: 1.818e-01, eta: 19:55:44, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.3809, top5_acc: 0.6387, loss_cls: 2.7975, loss: 2.7975, grad_norm: 1.5583 2020-07-25 01:58:30,403 - mmaction - INFO - Epoch [162][940/940] lr: 1.818e-01, eta: 19:55:23, time: 0.634, data_time: 0.002, memory: 9569, top1_acc: 0.3931, top5_acc: 0.6378, loss_cls: 2.7572, loss: 2.7572, grad_norm: 1.5661 2020-07-25 02:01:12,540 - mmaction - INFO - Epoch [163][20/940] lr: 1.784e-01, eta: 19:58:17, time: 7.890, data_time: 6.312, memory: 9569, top1_acc: 0.3857, top5_acc: 0.6463, loss_cls: 2.7464, loss: 2.7464, grad_norm: 1.5273 2020-07-25 02:01:25,360 - mmaction - INFO - Epoch [163][40/940] lr: 1.784e-01, eta: 19:57:56, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3951, top5_acc: 0.6553, loss_cls: 2.7014, loss: 2.7014, grad_norm: 1.5360 2020-07-25 02:01:38,799 - mmaction - INFO - Epoch [163][60/940] lr: 1.784e-01, eta: 19:57:36, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.3887, top5_acc: 0.6293, loss_cls: 2.8000, loss: 2.8000, grad_norm: 1.5371 2020-07-25 02:01:51,919 - mmaction - INFO - Epoch [163][80/940] lr: 1.784e-01, eta: 19:57:15, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.3982, top5_acc: 0.6410, loss_cls: 2.7146, loss: 2.7146, grad_norm: 1.5053 2020-07-25 02:02:04,817 - mmaction - INFO - Epoch [163][100/940] lr: 1.784e-01, eta: 19:56:55, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3770, top5_acc: 0.6367, loss_cls: 2.7621, loss: 2.7621, grad_norm: 1.5702 2020-07-25 02:02:17,752 - mmaction - INFO - Epoch [163][120/940] lr: 1.784e-01, eta: 19:56:34, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3961, top5_acc: 0.6410, loss_cls: 2.7279, loss: 2.7279, grad_norm: 1.5307 2020-07-25 02:02:31,139 - mmaction - INFO - Epoch [163][140/940] lr: 1.784e-01, eta: 19:56:14, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.3918, top5_acc: 0.6420, loss_cls: 2.7483, loss: 2.7483, grad_norm: 1.5288 2020-07-25 02:02:44,073 - mmaction - INFO - Epoch [163][160/940] lr: 1.784e-01, eta: 19:55:53, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3881, top5_acc: 0.6330, loss_cls: 2.7773, loss: 2.7773, grad_norm: 1.5250 2020-07-25 02:02:56,954 - mmaction - INFO - Epoch [163][180/940] lr: 1.784e-01, eta: 19:55:32, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3977, top5_acc: 0.6395, loss_cls: 2.7211, loss: 2.7211, grad_norm: 1.5463 2020-07-25 02:03:10,349 - mmaction - INFO - Epoch [163][200/940] lr: 1.784e-01, eta: 19:55:12, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3816, top5_acc: 0.6363, loss_cls: 2.7584, loss: 2.7584, grad_norm: 1.5524 2020-07-25 02:03:23,429 - mmaction - INFO - Epoch [163][220/940] lr: 1.784e-01, eta: 19:54:52, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.3896, top5_acc: 0.6490, loss_cls: 2.7040, loss: 2.7040, grad_norm: 1.5317 2020-07-25 02:03:36,805 - mmaction - INFO - Epoch [163][240/940] lr: 1.784e-01, eta: 19:54:31, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.3803, top5_acc: 0.6377, loss_cls: 2.7604, loss: 2.7604, grad_norm: 1.5440 2020-07-25 02:03:50,291 - mmaction - INFO - Epoch [163][260/940] lr: 1.784e-01, eta: 19:54:11, time: 0.674, data_time: 0.001, memory: 9569, top1_acc: 0.3926, top5_acc: 0.6439, loss_cls: 2.7307, loss: 2.7307, grad_norm: 1.5166 2020-07-25 02:04:03,645 - mmaction - INFO - Epoch [163][280/940] lr: 1.784e-01, eta: 19:53:51, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3902, top5_acc: 0.6379, loss_cls: 2.8051, loss: 2.8051, grad_norm: 1.5419 2020-07-25 02:04:17,017 - mmaction - INFO - Epoch [163][300/940] lr: 1.784e-01, eta: 19:53:31, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.3959, top5_acc: 0.6477, loss_cls: 2.6912, loss: 2.6912, grad_norm: 1.5202 2020-07-25 02:04:30,604 - mmaction - INFO - Epoch [163][320/940] lr: 1.784e-01, eta: 19:53:11, time: 0.680, data_time: 0.003, memory: 9569, top1_acc: 0.3746, top5_acc: 0.6361, loss_cls: 2.7890, loss: 2.7890, grad_norm: 1.5883 2020-07-25 02:04:43,552 - mmaction - INFO - Epoch [163][340/940] lr: 1.784e-01, eta: 19:52:51, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3879, top5_acc: 0.6256, loss_cls: 2.7852, loss: 2.7852, grad_norm: 1.4934 2020-07-25 02:04:56,988 - mmaction - INFO - Epoch [163][360/940] lr: 1.784e-01, eta: 19:52:31, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3973, top5_acc: 0.6426, loss_cls: 2.7329, loss: 2.7329, grad_norm: 1.5066 2020-07-25 02:05:09,942 - mmaction - INFO - Epoch [163][380/940] lr: 1.784e-01, eta: 19:52:10, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3939, top5_acc: 0.6439, loss_cls: 2.7211, loss: 2.7211, grad_norm: 1.5431 2020-07-25 02:05:23,383 - mmaction - INFO - Epoch [163][400/940] lr: 1.784e-01, eta: 19:51:50, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3871, top5_acc: 0.6344, loss_cls: 2.7748, loss: 2.7748, grad_norm: 1.5665 2020-07-25 02:05:36,689 - mmaction - INFO - Epoch [163][420/940] lr: 1.784e-01, eta: 19:51:30, time: 0.665, data_time: 0.003, memory: 9569, top1_acc: 0.3928, top5_acc: 0.6494, loss_cls: 2.7458, loss: 2.7458, grad_norm: 1.5811 2020-07-25 02:05:49,555 - mmaction - INFO - Epoch [163][440/940] lr: 1.784e-01, eta: 19:51:09, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3857, top5_acc: 0.6270, loss_cls: 2.7878, loss: 2.7878, grad_norm: 1.5300 2020-07-25 02:06:02,501 - mmaction - INFO - Epoch [163][460/940] lr: 1.784e-01, eta: 19:50:48, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3730, top5_acc: 0.6312, loss_cls: 2.8014, loss: 2.8014, grad_norm: 1.5464 2020-07-25 02:06:16,301 - mmaction - INFO - Epoch [163][480/940] lr: 1.784e-01, eta: 19:50:29, time: 0.689, data_time: 0.001, memory: 9569, top1_acc: 0.3742, top5_acc: 0.6297, loss_cls: 2.8381, loss: 2.8381, grad_norm: 1.5797 2020-07-25 02:06:29,953 - mmaction - INFO - Epoch [163][500/940] lr: 1.784e-01, eta: 19:50:09, time: 0.684, data_time: 0.003, memory: 9569, top1_acc: 0.3836, top5_acc: 0.6363, loss_cls: 2.7665, loss: 2.7665, grad_norm: 1.5042 2020-07-25 02:06:43,080 - mmaction - INFO - Epoch [163][520/940] lr: 1.784e-01, eta: 19:49:49, time: 0.657, data_time: 0.002, memory: 9569, top1_acc: 0.3910, top5_acc: 0.6285, loss_cls: 2.7718, loss: 2.7718, grad_norm: 1.5066 2020-07-25 02:06:56,877 - mmaction - INFO - Epoch [163][540/940] lr: 1.784e-01, eta: 19:49:29, time: 0.690, data_time: 0.001, memory: 9569, top1_acc: 0.3820, top5_acc: 0.6410, loss_cls: 2.7846, loss: 2.7846, grad_norm: 1.5380 2020-07-25 02:07:10,281 - mmaction - INFO - Epoch [163][560/940] lr: 1.784e-01, eta: 19:49:09, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.3945, top5_acc: 0.6344, loss_cls: 2.7505, loss: 2.7505, grad_norm: 1.5247 2020-07-25 02:07:23,204 - mmaction - INFO - Epoch [163][580/940] lr: 1.784e-01, eta: 19:48:49, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3963, top5_acc: 0.6387, loss_cls: 2.7442, loss: 2.7442, grad_norm: 1.5237 2020-07-25 02:07:36,586 - mmaction - INFO - Epoch [163][600/940] lr: 1.784e-01, eta: 19:48:29, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3852, top5_acc: 0.6410, loss_cls: 2.7606, loss: 2.7606, grad_norm: 1.5455 2020-07-25 02:07:50,384 - mmaction - INFO - Epoch [163][620/940] lr: 1.784e-01, eta: 19:48:09, time: 0.690, data_time: 0.002, memory: 9569, top1_acc: 0.3869, top5_acc: 0.6336, loss_cls: 2.7464, loss: 2.7464, grad_norm: 1.5234 2020-07-25 02:08:03,428 - mmaction - INFO - Epoch [163][640/940] lr: 1.784e-01, eta: 19:47:49, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3918, top5_acc: 0.6424, loss_cls: 2.7598, loss: 2.7598, grad_norm: 1.5393 2020-07-25 02:08:16,764 - mmaction - INFO - Epoch [163][660/940] lr: 1.784e-01, eta: 19:47:28, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3877, top5_acc: 0.6352, loss_cls: 2.7501, loss: 2.7501, grad_norm: 1.5143 2020-07-25 02:08:29,662 - mmaction - INFO - Epoch [163][680/940] lr: 1.784e-01, eta: 19:47:08, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3795, top5_acc: 0.6320, loss_cls: 2.8115, loss: 2.8115, grad_norm: 1.5361 2020-07-25 02:08:42,554 - mmaction - INFO - Epoch [163][700/940] lr: 1.784e-01, eta: 19:46:47, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3994, top5_acc: 0.6543, loss_cls: 2.6890, loss: 2.6890, grad_norm: 1.5331 2020-07-25 02:08:55,494 - mmaction - INFO - Epoch [163][720/940] lr: 1.784e-01, eta: 19:46:27, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.3816, top5_acc: 0.6359, loss_cls: 2.7813, loss: 2.7813, grad_norm: 1.5661 2020-07-25 02:09:08,551 - mmaction - INFO - Epoch [163][740/940] lr: 1.784e-01, eta: 19:46:06, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.3895, top5_acc: 0.6365, loss_cls: 2.7566, loss: 2.7566, grad_norm: 1.5260 2020-07-25 02:09:21,431 - mmaction - INFO - Epoch [163][760/940] lr: 1.784e-01, eta: 19:45:45, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3916, top5_acc: 0.6406, loss_cls: 2.7260, loss: 2.7260, grad_norm: 1.5464 2020-07-25 02:09:34,774 - mmaction - INFO - Epoch [163][780/940] lr: 1.784e-01, eta: 19:45:25, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.3955, top5_acc: 0.6455, loss_cls: 2.7297, loss: 2.7297, grad_norm: 1.5357 2020-07-25 02:09:48,191 - mmaction - INFO - Epoch [163][800/940] lr: 1.784e-01, eta: 19:45:05, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3982, top5_acc: 0.6459, loss_cls: 2.7232, loss: 2.7232, grad_norm: 1.5186 2020-07-25 02:10:01,139 - mmaction - INFO - Epoch [163][820/940] lr: 1.784e-01, eta: 19:44:45, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3926, top5_acc: 0.6484, loss_cls: 2.7282, loss: 2.7282, grad_norm: 1.5379 2020-07-25 02:10:14,204 - mmaction - INFO - Epoch [163][840/940] lr: 1.784e-01, eta: 19:44:24, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3783, top5_acc: 0.6234, loss_cls: 2.8022, loss: 2.8022, grad_norm: 1.5581 2020-07-25 02:10:27,555 - mmaction - INFO - Epoch [163][860/940] lr: 1.784e-01, eta: 19:44:04, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.3834, top5_acc: 0.6330, loss_cls: 2.8046, loss: 2.8046, grad_norm: 1.5566 2020-07-25 02:10:40,825 - mmaction - INFO - Epoch [163][880/940] lr: 1.784e-01, eta: 19:43:44, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.3994, top5_acc: 0.6525, loss_cls: 2.7140, loss: 2.7140, grad_norm: 1.5284 2020-07-25 02:10:53,812 - mmaction - INFO - Epoch [163][900/940] lr: 1.784e-01, eta: 19:43:24, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.3965, top5_acc: 0.6416, loss_cls: 2.7589, loss: 2.7589, grad_norm: 1.5405 2020-07-25 02:11:07,171 - mmaction - INFO - Epoch [163][920/940] lr: 1.784e-01, eta: 19:43:04, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.3920, top5_acc: 0.6428, loss_cls: 2.7675, loss: 2.7675, grad_norm: 1.5539 2020-07-25 02:11:19,362 - mmaction - INFO - Epoch [163][940/940] lr: 1.784e-01, eta: 19:42:42, time: 0.610, data_time: 0.001, memory: 9569, top1_acc: 0.3780, top5_acc: 0.6406, loss_cls: 2.7741, loss: 2.7741, grad_norm: 1.5465 2020-07-25 02:13:27,626 - mmaction - INFO - Epoch [164][20/940] lr: 1.751e-01, eta: 19:44:46, time: 6.159, data_time: 5.434, memory: 9569, top1_acc: 0.3877, top5_acc: 0.6334, loss_cls: 2.7731, loss: 2.7731, grad_norm: 1.5406 2020-07-25 02:13:40,652 - mmaction - INFO - Epoch [164][40/940] lr: 1.751e-01, eta: 19:44:26, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.3910, top5_acc: 0.6424, loss_cls: 2.7404, loss: 2.7404, grad_norm: 1.5546 2020-07-25 02:13:53,943 - mmaction - INFO - Epoch [164][60/940] lr: 1.751e-01, eta: 19:44:05, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.3852, top5_acc: 0.6338, loss_cls: 2.7674, loss: 2.7674, grad_norm: 1.5378 2020-07-25 02:14:06,967 - mmaction - INFO - Epoch [164][80/940] lr: 1.751e-01, eta: 19:43:45, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.3926, top5_acc: 0.6471, loss_cls: 2.7197, loss: 2.7197, grad_norm: 1.5387 2020-07-25 02:14:19,845 - mmaction - INFO - Epoch [164][100/940] lr: 1.751e-01, eta: 19:43:24, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3947, top5_acc: 0.6564, loss_cls: 2.7111, loss: 2.7111, grad_norm: 1.5357 2020-07-25 02:14:32,762 - mmaction - INFO - Epoch [164][120/940] lr: 1.751e-01, eta: 19:43:04, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3932, top5_acc: 0.6494, loss_cls: 2.7439, loss: 2.7439, grad_norm: 1.5704 2020-07-25 02:14:45,721 - mmaction - INFO - Epoch [164][140/940] lr: 1.751e-01, eta: 19:42:43, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3928, top5_acc: 0.6482, loss_cls: 2.6969, loss: 2.6969, grad_norm: 1.5444 2020-07-25 02:14:59,422 - mmaction - INFO - Epoch [164][160/940] lr: 1.751e-01, eta: 19:42:23, time: 0.685, data_time: 0.001, memory: 9569, top1_acc: 0.3895, top5_acc: 0.6430, loss_cls: 2.7606, loss: 2.7606, grad_norm: 1.5441 2020-07-25 02:15:12,340 - mmaction - INFO - Epoch [164][180/940] lr: 1.751e-01, eta: 19:42:03, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3941, top5_acc: 0.6498, loss_cls: 2.7150, loss: 2.7150, grad_norm: 1.5522 2020-07-25 02:15:25,514 - mmaction - INFO - Epoch [164][200/940] lr: 1.751e-01, eta: 19:41:42, time: 0.659, data_time: 0.002, memory: 9569, top1_acc: 0.3871, top5_acc: 0.6277, loss_cls: 2.7725, loss: 2.7725, grad_norm: 1.5559 2020-07-25 02:15:38,477 - mmaction - INFO - Epoch [164][220/940] lr: 1.751e-01, eta: 19:41:22, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.3887, top5_acc: 0.6359, loss_cls: 2.7611, loss: 2.7611, grad_norm: 1.5346 2020-07-25 02:15:51,526 - mmaction - INFO - Epoch [164][240/940] lr: 1.751e-01, eta: 19:41:01, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.3889, top5_acc: 0.6322, loss_cls: 2.7676, loss: 2.7676, grad_norm: 1.5484 2020-07-25 02:16:04,434 - mmaction - INFO - Epoch [164][260/940] lr: 1.751e-01, eta: 19:40:41, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3955, top5_acc: 0.6449, loss_cls: 2.7332, loss: 2.7332, grad_norm: 1.5134 2020-07-25 02:16:17,701 - mmaction - INFO - Epoch [164][280/940] lr: 1.751e-01, eta: 19:40:21, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.3805, top5_acc: 0.6387, loss_cls: 2.7374, loss: 2.7374, grad_norm: 1.5317 2020-07-25 02:16:30,589 - mmaction - INFO - Epoch [164][300/940] lr: 1.751e-01, eta: 19:40:00, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3873, top5_acc: 0.6332, loss_cls: 2.7750, loss: 2.7750, grad_norm: 1.5737 2020-07-25 02:16:43,515 - mmaction - INFO - Epoch [164][320/940] lr: 1.751e-01, eta: 19:39:40, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4016, top5_acc: 0.6516, loss_cls: 2.7064, loss: 2.7064, grad_norm: 1.5709 2020-07-25 02:16:56,721 - mmaction - INFO - Epoch [164][340/940] lr: 1.751e-01, eta: 19:39:19, time: 0.661, data_time: 0.014, memory: 9569, top1_acc: 0.3977, top5_acc: 0.6459, loss_cls: 2.7260, loss: 2.7260, grad_norm: 1.5684 2020-07-25 02:17:09,599 - mmaction - INFO - Epoch [164][360/940] lr: 1.751e-01, eta: 19:38:59, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3904, top5_acc: 0.6373, loss_cls: 2.7599, loss: 2.7599, grad_norm: 1.5461 2020-07-25 02:17:23,640 - mmaction - INFO - Epoch [164][380/940] lr: 1.751e-01, eta: 19:38:40, time: 0.702, data_time: 0.002, memory: 9569, top1_acc: 0.3854, top5_acc: 0.6402, loss_cls: 2.7449, loss: 2.7449, grad_norm: 1.5667 2020-07-25 02:17:37,610 - mmaction - INFO - Epoch [164][400/940] lr: 1.751e-01, eta: 19:38:20, time: 0.699, data_time: 0.006, memory: 9569, top1_acc: 0.4000, top5_acc: 0.6455, loss_cls: 2.7410, loss: 2.7410, grad_norm: 1.5488 2020-07-25 02:17:50,558 - mmaction - INFO - Epoch [164][420/940] lr: 1.751e-01, eta: 19:38:00, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3916, top5_acc: 0.6381, loss_cls: 2.7513, loss: 2.7513, grad_norm: 1.5726 2020-07-25 02:18:03,506 - mmaction - INFO - Epoch [164][440/940] lr: 1.751e-01, eta: 19:37:39, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3906, top5_acc: 0.6322, loss_cls: 2.7474, loss: 2.7474, grad_norm: 1.5411 2020-07-25 02:18:17,145 - mmaction - INFO - Epoch [164][460/940] lr: 1.751e-01, eta: 19:37:20, time: 0.682, data_time: 0.013, memory: 9569, top1_acc: 0.3842, top5_acc: 0.6379, loss_cls: 2.7681, loss: 2.7681, grad_norm: 1.5590 2020-07-25 02:18:30,057 - mmaction - INFO - Epoch [164][480/940] lr: 1.751e-01, eta: 19:36:59, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3898, top5_acc: 0.6377, loss_cls: 2.7255, loss: 2.7255, grad_norm: 1.5313 2020-07-25 02:18:42,911 - mmaction - INFO - Epoch [164][500/940] lr: 1.751e-01, eta: 19:36:39, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3855, top5_acc: 0.6479, loss_cls: 2.7399, loss: 2.7399, grad_norm: 1.5240 2020-07-25 02:18:55,858 - mmaction - INFO - Epoch [164][520/940] lr: 1.751e-01, eta: 19:36:18, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3889, top5_acc: 0.6355, loss_cls: 2.7321, loss: 2.7321, grad_norm: 1.5189 2020-07-25 02:19:09,585 - mmaction - INFO - Epoch [164][540/940] lr: 1.751e-01, eta: 19:35:58, time: 0.685, data_time: 0.002, memory: 9569, top1_acc: 0.3973, top5_acc: 0.6385, loss_cls: 2.7496, loss: 2.7496, grad_norm: 1.5342 2020-07-25 02:19:22,522 - mmaction - INFO - Epoch [164][560/940] lr: 1.751e-01, eta: 19:35:38, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.3828, top5_acc: 0.6371, loss_cls: 2.7749, loss: 2.7749, grad_norm: 1.5544 2020-07-25 02:19:35,918 - mmaction - INFO - Epoch [164][580/940] lr: 1.751e-01, eta: 19:35:18, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3785, top5_acc: 0.6264, loss_cls: 2.8048, loss: 2.8048, grad_norm: 1.5574 2020-07-25 02:19:49,002 - mmaction - INFO - Epoch [164][600/940] lr: 1.751e-01, eta: 19:34:58, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3939, top5_acc: 0.6418, loss_cls: 2.7515, loss: 2.7515, grad_norm: 1.5356 2020-07-25 02:20:01,926 - mmaction - INFO - Epoch [164][620/940] lr: 1.751e-01, eta: 19:34:37, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3871, top5_acc: 0.6383, loss_cls: 2.7523, loss: 2.7523, grad_norm: 1.5559 2020-07-25 02:20:14,974 - mmaction - INFO - Epoch [164][640/940] lr: 1.751e-01, eta: 19:34:17, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3889, top5_acc: 0.6453, loss_cls: 2.7385, loss: 2.7385, grad_norm: 1.5327 2020-07-25 02:20:28,577 - mmaction - INFO - Epoch [164][660/940] lr: 1.751e-01, eta: 19:33:57, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.3824, top5_acc: 0.6416, loss_cls: 2.7658, loss: 2.7658, grad_norm: 1.5727 2020-07-25 02:20:41,973 - mmaction - INFO - Epoch [164][680/940] lr: 1.751e-01, eta: 19:33:37, time: 0.669, data_time: 0.006, memory: 9569, top1_acc: 0.3877, top5_acc: 0.6340, loss_cls: 2.7698, loss: 2.7698, grad_norm: 1.5519 2020-07-25 02:20:54,886 - mmaction - INFO - Epoch [164][700/940] lr: 1.751e-01, eta: 19:33:17, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3857, top5_acc: 0.6354, loss_cls: 2.7937, loss: 2.7937, grad_norm: 1.5465 2020-07-25 02:21:07,787 - mmaction - INFO - Epoch [164][720/940] lr: 1.751e-01, eta: 19:32:56, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3924, top5_acc: 0.6463, loss_cls: 2.7406, loss: 2.7406, grad_norm: 1.5660 2020-07-25 02:21:21,063 - mmaction - INFO - Epoch [164][740/940] lr: 1.751e-01, eta: 19:32:36, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.3957, top5_acc: 0.6482, loss_cls: 2.7234, loss: 2.7234, grad_norm: 1.5728 2020-07-25 02:21:33,971 - mmaction - INFO - Epoch [164][760/940] lr: 1.751e-01, eta: 19:32:16, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3857, top5_acc: 0.6479, loss_cls: 2.7529, loss: 2.7529, grad_norm: 1.5588 2020-07-25 02:21:46,878 - mmaction - INFO - Epoch [164][780/940] lr: 1.751e-01, eta: 19:31:55, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3953, top5_acc: 0.6488, loss_cls: 2.6909, loss: 2.6909, grad_norm: 1.5115 2020-07-25 02:22:00,219 - mmaction - INFO - Epoch [164][800/940] lr: 1.751e-01, eta: 19:31:35, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.3775, top5_acc: 0.6354, loss_cls: 2.7833, loss: 2.7833, grad_norm: 1.5615 2020-07-25 02:22:13,272 - mmaction - INFO - Epoch [164][820/940] lr: 1.751e-01, eta: 19:31:15, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.3754, top5_acc: 0.6354, loss_cls: 2.8010, loss: 2.8010, grad_norm: 1.5468 2020-07-25 02:22:26,714 - mmaction - INFO - Epoch [164][840/940] lr: 1.751e-01, eta: 19:30:55, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3924, top5_acc: 0.6451, loss_cls: 2.7436, loss: 2.7436, grad_norm: 1.5332 2020-07-25 02:22:39,675 - mmaction - INFO - Epoch [164][860/940] lr: 1.751e-01, eta: 19:30:35, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3947, top5_acc: 0.6457, loss_cls: 2.7148, loss: 2.7148, grad_norm: 1.5650 2020-07-25 02:22:52,601 - mmaction - INFO - Epoch [164][880/940] lr: 1.751e-01, eta: 19:30:14, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3783, top5_acc: 0.6297, loss_cls: 2.8175, loss: 2.8175, grad_norm: 1.5463 2020-07-25 02:23:06,042 - mmaction - INFO - Epoch [164][900/940] lr: 1.751e-01, eta: 19:29:55, time: 0.672, data_time: 0.001, memory: 9569, top1_acc: 0.3818, top5_acc: 0.6270, loss_cls: 2.8046, loss: 2.8046, grad_norm: 1.5119 2020-07-25 02:23:18,935 - mmaction - INFO - Epoch [164][920/940] lr: 1.751e-01, eta: 19:29:34, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3828, top5_acc: 0.6367, loss_cls: 2.7654, loss: 2.7654, grad_norm: 1.5256 2020-07-25 02:23:31,830 - mmaction - INFO - Epoch [164][940/940] lr: 1.751e-01, eta: 19:29:14, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3894, top5_acc: 0.6390, loss_cls: 2.7312, loss: 2.7312, grad_norm: 1.5476 2020-07-25 02:23:35,899 - mmaction - INFO - Saving checkpoint at 164 epochs 2020-07-25 02:26:02,288 - mmaction - INFO - Epoch [165][20/940] lr: 1.717e-01, eta: 19:31:42, time: 7.274, data_time: 5.350, memory: 9569, top1_acc: 0.3910, top5_acc: 0.6387, loss_cls: 2.7187, loss: 2.7187, grad_norm: 1.5574 2020-07-25 02:26:15,104 - mmaction - INFO - Epoch [165][40/940] lr: 1.717e-01, eta: 19:31:22, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.4047, top5_acc: 0.6439, loss_cls: 2.7030, loss: 2.7030, grad_norm: 1.5402 2020-07-25 02:26:27,985 - mmaction - INFO - Epoch [165][60/940] lr: 1.717e-01, eta: 19:31:01, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3875, top5_acc: 0.6396, loss_cls: 2.7197, loss: 2.7197, grad_norm: 1.5732 2020-07-25 02:26:41,213 - mmaction - INFO - Epoch [165][80/940] lr: 1.717e-01, eta: 19:30:41, time: 0.661, data_time: 0.002, memory: 9569, top1_acc: 0.3951, top5_acc: 0.6410, loss_cls: 2.7124, loss: 2.7124, grad_norm: 1.5468 2020-07-25 02:26:54,256 - mmaction - INFO - Epoch [165][100/940] lr: 1.717e-01, eta: 19:30:21, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3990, top5_acc: 0.6441, loss_cls: 2.6926, loss: 2.6926, grad_norm: 1.5627 2020-07-25 02:27:07,107 - mmaction - INFO - Epoch [165][120/940] lr: 1.717e-01, eta: 19:30:00, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3961, top5_acc: 0.6512, loss_cls: 2.7088, loss: 2.7088, grad_norm: 1.5672 2020-07-25 02:27:20,144 - mmaction - INFO - Epoch [165][140/940] lr: 1.717e-01, eta: 19:29:40, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.3783, top5_acc: 0.6447, loss_cls: 2.7318, loss: 2.7318, grad_norm: 1.5672 2020-07-25 02:27:34,040 - mmaction - INFO - Epoch [165][160/940] lr: 1.717e-01, eta: 19:29:21, time: 0.695, data_time: 0.001, memory: 9569, top1_acc: 0.4016, top5_acc: 0.6463, loss_cls: 2.6696, loss: 2.6696, grad_norm: 1.5311 2020-07-25 02:27:47,461 - mmaction - INFO - Epoch [165][180/940] lr: 1.717e-01, eta: 19:29:01, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.3947, top5_acc: 0.6396, loss_cls: 2.7162, loss: 2.7162, grad_norm: 1.5552 2020-07-25 02:28:00,876 - mmaction - INFO - Epoch [165][200/940] lr: 1.717e-01, eta: 19:28:41, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.4031, top5_acc: 0.6539, loss_cls: 2.6897, loss: 2.6897, grad_norm: 1.5522 2020-07-25 02:28:14,356 - mmaction - INFO - Epoch [165][220/940] lr: 1.717e-01, eta: 19:28:21, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.3957, top5_acc: 0.6469, loss_cls: 2.7191, loss: 2.7191, grad_norm: 1.5869 2020-07-25 02:28:27,279 - mmaction - INFO - Epoch [165][240/940] lr: 1.717e-01, eta: 19:28:01, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3795, top5_acc: 0.6355, loss_cls: 2.7767, loss: 2.7767, grad_norm: 1.5877 2020-07-25 02:28:40,311 - mmaction - INFO - Epoch [165][260/940] lr: 1.717e-01, eta: 19:27:40, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.3947, top5_acc: 0.6559, loss_cls: 2.6875, loss: 2.6875, grad_norm: 1.5777 2020-07-25 02:28:54,181 - mmaction - INFO - Epoch [165][280/940] lr: 1.717e-01, eta: 19:27:21, time: 0.693, data_time: 0.001, memory: 9569, top1_acc: 0.4008, top5_acc: 0.6572, loss_cls: 2.6663, loss: 2.6663, grad_norm: 1.5558 2020-07-25 02:29:07,037 - mmaction - INFO - Epoch [165][300/940] lr: 1.717e-01, eta: 19:27:00, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3822, top5_acc: 0.6285, loss_cls: 2.7775, loss: 2.7775, grad_norm: 1.5953 2020-07-25 02:29:19,937 - mmaction - INFO - Epoch [165][320/940] lr: 1.717e-01, eta: 19:26:40, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3805, top5_acc: 0.6414, loss_cls: 2.7817, loss: 2.7817, grad_norm: 1.5498 2020-07-25 02:29:33,182 - mmaction - INFO - Epoch [165][340/940] lr: 1.717e-01, eta: 19:26:20, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.4018, top5_acc: 0.6486, loss_cls: 2.7108, loss: 2.7108, grad_norm: 1.5717 2020-07-25 02:29:46,578 - mmaction - INFO - Epoch [165][360/940] lr: 1.717e-01, eta: 19:26:00, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.3828, top5_acc: 0.6389, loss_cls: 2.7806, loss: 2.7806, grad_norm: 1.5890 2020-07-25 02:29:59,526 - mmaction - INFO - Epoch [165][380/940] lr: 1.717e-01, eta: 19:25:40, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.3836, top5_acc: 0.6459, loss_cls: 2.7185, loss: 2.7185, grad_norm: 1.5817 2020-07-25 02:30:13,221 - mmaction - INFO - Epoch [165][400/940] lr: 1.717e-01, eta: 19:25:20, time: 0.684, data_time: 0.001, memory: 9569, top1_acc: 0.3832, top5_acc: 0.6402, loss_cls: 2.7581, loss: 2.7581, grad_norm: 1.5603 2020-07-25 02:30:26,708 - mmaction - INFO - Epoch [165][420/940] lr: 1.717e-01, eta: 19:25:00, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.3895, top5_acc: 0.6492, loss_cls: 2.7220, loss: 2.7220, grad_norm: 1.5579 2020-07-25 02:30:39,601 - mmaction - INFO - Epoch [165][440/940] lr: 1.717e-01, eta: 19:24:40, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3953, top5_acc: 0.6443, loss_cls: 2.7456, loss: 2.7456, grad_norm: 1.5553 2020-07-25 02:30:52,768 - mmaction - INFO - Epoch [165][460/940] lr: 1.717e-01, eta: 19:24:20, time: 0.659, data_time: 0.011, memory: 9569, top1_acc: 0.3871, top5_acc: 0.6434, loss_cls: 2.7205, loss: 2.7205, grad_norm: 1.5401 2020-07-25 02:31:06,249 - mmaction - INFO - Epoch [165][480/940] lr: 1.717e-01, eta: 19:24:00, time: 0.674, data_time: 0.001, memory: 9569, top1_acc: 0.3908, top5_acc: 0.6430, loss_cls: 2.7464, loss: 2.7464, grad_norm: 1.5691 2020-07-25 02:31:19,171 - mmaction - INFO - Epoch [165][500/940] lr: 1.717e-01, eta: 19:23:40, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3961, top5_acc: 0.6447, loss_cls: 2.7280, loss: 2.7280, grad_norm: 1.5350 2020-07-25 02:31:32,106 - mmaction - INFO - Epoch [165][520/940] lr: 1.717e-01, eta: 19:23:19, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3787, top5_acc: 0.6348, loss_cls: 2.7750, loss: 2.7750, grad_norm: 1.5658 2020-07-25 02:31:45,219 - mmaction - INFO - Epoch [165][540/940] lr: 1.717e-01, eta: 19:22:59, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.3859, top5_acc: 0.6318, loss_cls: 2.7853, loss: 2.7853, grad_norm: 1.5536 2020-07-25 02:31:58,476 - mmaction - INFO - Epoch [165][560/940] lr: 1.717e-01, eta: 19:22:39, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.4072, top5_acc: 0.6529, loss_cls: 2.6644, loss: 2.6644, grad_norm: 1.5625 2020-07-25 02:32:11,536 - mmaction - INFO - Epoch [165][580/940] lr: 1.717e-01, eta: 19:22:19, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3990, top5_acc: 0.6504, loss_cls: 2.7155, loss: 2.7155, grad_norm: 1.5878 2020-07-25 02:32:24,968 - mmaction - INFO - Epoch [165][600/940] lr: 1.717e-01, eta: 19:21:59, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3914, top5_acc: 0.6436, loss_cls: 2.7355, loss: 2.7355, grad_norm: 1.5511 2020-07-25 02:32:38,276 - mmaction - INFO - Epoch [165][620/940] lr: 1.717e-01, eta: 19:21:39, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.3896, top5_acc: 0.6281, loss_cls: 2.7762, loss: 2.7762, grad_norm: 1.5888 2020-07-25 02:32:51,227 - mmaction - INFO - Epoch [165][640/940] lr: 1.717e-01, eta: 19:21:19, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4020, top5_acc: 0.6455, loss_cls: 2.7178, loss: 2.7178, grad_norm: 1.5671 2020-07-25 02:33:04,174 - mmaction - INFO - Epoch [165][660/940] lr: 1.717e-01, eta: 19:20:58, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3955, top5_acc: 0.6449, loss_cls: 2.7199, loss: 2.7199, grad_norm: 1.5730 2020-07-25 02:33:17,123 - mmaction - INFO - Epoch [165][680/940] lr: 1.717e-01, eta: 19:20:38, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3818, top5_acc: 0.6320, loss_cls: 2.7970, loss: 2.7970, grad_norm: 1.5557 2020-07-25 02:33:30,226 - mmaction - INFO - Epoch [165][700/940] lr: 1.717e-01, eta: 19:20:18, time: 0.654, data_time: 0.003, memory: 9569, top1_acc: 0.3795, top5_acc: 0.6363, loss_cls: 2.7919, loss: 2.7919, grad_norm: 1.5784 2020-07-25 02:33:43,563 - mmaction - INFO - Epoch [165][720/940] lr: 1.717e-01, eta: 19:19:58, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.3852, top5_acc: 0.6275, loss_cls: 2.7890, loss: 2.7890, grad_norm: 1.5681 2020-07-25 02:33:56,507 - mmaction - INFO - Epoch [165][740/940] lr: 1.717e-01, eta: 19:19:38, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3830, top5_acc: 0.6332, loss_cls: 2.7625, loss: 2.7625, grad_norm: 1.5649 2020-07-25 02:34:09,571 - mmaction - INFO - Epoch [165][760/940] lr: 1.717e-01, eta: 19:19:17, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.3822, top5_acc: 0.6416, loss_cls: 2.7665, loss: 2.7665, grad_norm: 1.5692 2020-07-25 02:34:22,458 - mmaction - INFO - Epoch [165][780/940] lr: 1.717e-01, eta: 19:18:57, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3955, top5_acc: 0.6422, loss_cls: 2.7449, loss: 2.7449, grad_norm: 1.5461 2020-07-25 02:34:35,871 - mmaction - INFO - Epoch [165][800/940] lr: 1.717e-01, eta: 19:18:37, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3812, top5_acc: 0.6355, loss_cls: 2.7712, loss: 2.7712, grad_norm: 1.5681 2020-07-25 02:34:48,756 - mmaction - INFO - Epoch [165][820/940] lr: 1.717e-01, eta: 19:18:17, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3941, top5_acc: 0.6422, loss_cls: 2.7224, loss: 2.7224, grad_norm: 1.5341 2020-07-25 02:35:01,675 - mmaction - INFO - Epoch [165][840/940] lr: 1.717e-01, eta: 19:17:56, time: 0.647, data_time: 0.004, memory: 9569, top1_acc: 0.3799, top5_acc: 0.6328, loss_cls: 2.7801, loss: 2.7801, grad_norm: 1.5424 2020-07-25 02:35:15,153 - mmaction - INFO - Epoch [165][860/940] lr: 1.717e-01, eta: 19:17:37, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3836, top5_acc: 0.6352, loss_cls: 2.7972, loss: 2.7972, grad_norm: 1.5758 2020-07-25 02:35:27,990 - mmaction - INFO - Epoch [165][880/940] lr: 1.717e-01, eta: 19:17:16, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.3850, top5_acc: 0.6340, loss_cls: 2.7477, loss: 2.7477, grad_norm: 1.5317 2020-07-25 02:35:40,928 - mmaction - INFO - Epoch [165][900/940] lr: 1.717e-01, eta: 19:16:56, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3869, top5_acc: 0.6410, loss_cls: 2.7453, loss: 2.7453, grad_norm: 1.5520 2020-07-25 02:35:53,942 - mmaction - INFO - Epoch [165][920/940] lr: 1.717e-01, eta: 19:16:36, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.3969, top5_acc: 0.6361, loss_cls: 2.7725, loss: 2.7725, grad_norm: 1.5539 2020-07-25 02:36:06,857 - mmaction - INFO - Epoch [165][940/940] lr: 1.717e-01, eta: 19:16:15, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4026, top5_acc: 0.6410, loss_cls: 2.7008, loss: 2.7008, grad_norm: 1.5749 2020-07-25 02:38:50,574 - mmaction - INFO - Epoch [166][20/940] lr: 1.684e-01, eta: 19:18:59, time: 8.023, data_time: 7.321, memory: 9569, top1_acc: 0.3988, top5_acc: 0.6455, loss_cls: 2.7027, loss: 2.7027, grad_norm: 1.5812 2020-07-25 02:39:03,336 - mmaction - INFO - Epoch [166][40/940] lr: 1.684e-01, eta: 19:18:38, time: 0.638, data_time: 0.001, memory: 9569, top1_acc: 0.3980, top5_acc: 0.6521, loss_cls: 2.6739, loss: 2.6739, grad_norm: 1.5382 2020-07-25 02:39:16,171 - mmaction - INFO - Epoch [166][60/940] lr: 1.684e-01, eta: 19:18:18, time: 0.640, data_time: 0.002, memory: 9569, top1_acc: 0.4141, top5_acc: 0.6572, loss_cls: 2.6564, loss: 2.6564, grad_norm: 1.5713 2020-07-25 02:39:28,990 - mmaction - INFO - Epoch [166][80/940] lr: 1.684e-01, eta: 19:17:57, time: 0.643, data_time: 0.004, memory: 9569, top1_acc: 0.3992, top5_acc: 0.6531, loss_cls: 2.7098, loss: 2.7098, grad_norm: 1.5847 2020-07-25 02:39:41,898 - mmaction - INFO - Epoch [166][100/940] lr: 1.684e-01, eta: 19:17:37, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3805, top5_acc: 0.6316, loss_cls: 2.7570, loss: 2.7570, grad_norm: 1.5639 2020-07-25 02:39:54,949 - mmaction - INFO - Epoch [166][120/940] lr: 1.684e-01, eta: 19:17:17, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.4004, top5_acc: 0.6467, loss_cls: 2.7089, loss: 2.7089, grad_norm: 1.5492 2020-07-25 02:40:08,230 - mmaction - INFO - Epoch [166][140/940] lr: 1.684e-01, eta: 19:16:57, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3828, top5_acc: 0.6422, loss_cls: 2.7337, loss: 2.7337, grad_norm: 1.5493 2020-07-25 02:40:21,132 - mmaction - INFO - Epoch [166][160/940] lr: 1.684e-01, eta: 19:16:36, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4061, top5_acc: 0.6541, loss_cls: 2.6768, loss: 2.6768, grad_norm: 1.5642 2020-07-25 02:40:34,402 - mmaction - INFO - Epoch [166][180/940] lr: 1.684e-01, eta: 19:16:16, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3979, top5_acc: 0.6490, loss_cls: 2.7210, loss: 2.7210, grad_norm: 1.5482 2020-07-25 02:40:48,061 - mmaction - INFO - Epoch [166][200/940] lr: 1.684e-01, eta: 19:15:57, time: 0.683, data_time: 0.001, memory: 9569, top1_acc: 0.3906, top5_acc: 0.6459, loss_cls: 2.7320, loss: 2.7320, grad_norm: 1.5659 2020-07-25 02:41:00,993 - mmaction - INFO - Epoch [166][220/940] lr: 1.684e-01, eta: 19:15:36, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.4045, top5_acc: 0.6471, loss_cls: 2.6880, loss: 2.6880, grad_norm: 1.5512 2020-07-25 02:41:14,625 - mmaction - INFO - Epoch [166][240/940] lr: 1.684e-01, eta: 19:15:17, time: 0.682, data_time: 0.001, memory: 9569, top1_acc: 0.4061, top5_acc: 0.6486, loss_cls: 2.6664, loss: 2.6664, grad_norm: 1.5603 2020-07-25 02:41:27,971 - mmaction - INFO - Epoch [166][260/940] lr: 1.684e-01, eta: 19:14:57, time: 0.666, data_time: 0.015, memory: 9569, top1_acc: 0.4008, top5_acc: 0.6436, loss_cls: 2.7272, loss: 2.7272, grad_norm: 1.5454 2020-07-25 02:41:40,942 - mmaction - INFO - Epoch [166][280/940] lr: 1.684e-01, eta: 19:14:37, time: 0.649, data_time: 0.004, memory: 9569, top1_acc: 0.3939, top5_acc: 0.6355, loss_cls: 2.7360, loss: 2.7360, grad_norm: 1.5709 2020-07-25 02:41:53,933 - mmaction - INFO - Epoch [166][300/940] lr: 1.684e-01, eta: 19:14:16, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3932, top5_acc: 0.6420, loss_cls: 2.7465, loss: 2.7465, grad_norm: 1.5714 2020-07-25 02:42:07,328 - mmaction - INFO - Epoch [166][320/940] lr: 1.684e-01, eta: 19:13:57, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.3957, top5_acc: 0.6504, loss_cls: 2.7070, loss: 2.7070, grad_norm: 1.5412 2020-07-25 02:42:20,445 - mmaction - INFO - Epoch [166][340/940] lr: 1.684e-01, eta: 19:13:37, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.3906, top5_acc: 0.6379, loss_cls: 2.7445, loss: 2.7445, grad_norm: 1.5674 2020-07-25 02:42:33,816 - mmaction - INFO - Epoch [166][360/940] lr: 1.684e-01, eta: 19:13:17, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.4072, top5_acc: 0.6496, loss_cls: 2.7060, loss: 2.7060, grad_norm: 1.5826 2020-07-25 02:42:46,830 - mmaction - INFO - Epoch [166][380/940] lr: 1.684e-01, eta: 19:12:57, time: 0.652, data_time: 0.004, memory: 9569, top1_acc: 0.3811, top5_acc: 0.6324, loss_cls: 2.7681, loss: 2.7681, grad_norm: 1.5750 2020-07-25 02:43:00,387 - mmaction - INFO - Epoch [166][400/940] lr: 1.684e-01, eta: 19:12:37, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.4045, top5_acc: 0.6623, loss_cls: 2.6616, loss: 2.6616, grad_norm: 1.5365 2020-07-25 02:43:13,692 - mmaction - INFO - Epoch [166][420/940] lr: 1.684e-01, eta: 19:12:17, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.3937, top5_acc: 0.6512, loss_cls: 2.7055, loss: 2.7055, grad_norm: 1.6018 2020-07-25 02:43:27,767 - mmaction - INFO - Epoch [166][440/940] lr: 1.684e-01, eta: 19:11:58, time: 0.704, data_time: 0.002, memory: 9569, top1_acc: 0.3844, top5_acc: 0.6514, loss_cls: 2.7218, loss: 2.7218, grad_norm: 1.5966 2020-07-25 02:43:41,032 - mmaction - INFO - Epoch [166][460/940] lr: 1.684e-01, eta: 19:11:38, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.3875, top5_acc: 0.6322, loss_cls: 2.7977, loss: 2.7977, grad_norm: 1.5914 2020-07-25 02:43:54,324 - mmaction - INFO - Epoch [166][480/940] lr: 1.684e-01, eta: 19:11:18, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.3832, top5_acc: 0.6316, loss_cls: 2.7764, loss: 2.7764, grad_norm: 1.5655 2020-07-25 02:44:07,272 - mmaction - INFO - Epoch [166][500/940] lr: 1.684e-01, eta: 19:10:58, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3859, top5_acc: 0.6402, loss_cls: 2.7178, loss: 2.7178, grad_norm: 1.5708 2020-07-25 02:44:20,513 - mmaction - INFO - Epoch [166][520/940] lr: 1.684e-01, eta: 19:10:38, time: 0.661, data_time: 0.001, memory: 9569, top1_acc: 0.3986, top5_acc: 0.6484, loss_cls: 2.7157, loss: 2.7157, grad_norm: 1.5673 2020-07-25 02:44:33,515 - mmaction - INFO - Epoch [166][540/940] lr: 1.684e-01, eta: 19:10:18, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3883, top5_acc: 0.6438, loss_cls: 2.7367, loss: 2.7367, grad_norm: 1.5827 2020-07-25 02:44:46,912 - mmaction - INFO - Epoch [166][560/940] lr: 1.684e-01, eta: 19:09:58, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.3992, top5_acc: 0.6432, loss_cls: 2.7164, loss: 2.7164, grad_norm: 1.5314 2020-07-25 02:45:00,167 - mmaction - INFO - Epoch [166][580/940] lr: 1.684e-01, eta: 19:09:38, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.3809, top5_acc: 0.6311, loss_cls: 2.8075, loss: 2.8075, grad_norm: 1.5892 2020-07-25 02:45:13,649 - mmaction - INFO - Epoch [166][600/940] lr: 1.684e-01, eta: 19:09:19, time: 0.680, data_time: 0.007, memory: 9569, top1_acc: 0.3844, top5_acc: 0.6314, loss_cls: 2.7765, loss: 2.7765, grad_norm: 1.5802 2020-07-25 02:45:26,673 - mmaction - INFO - Epoch [166][620/940] lr: 1.684e-01, eta: 19:08:59, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.3852, top5_acc: 0.6357, loss_cls: 2.7630, loss: 2.7630, grad_norm: 1.5647 2020-07-25 02:45:39,561 - mmaction - INFO - Epoch [166][640/940] lr: 1.684e-01, eta: 19:08:38, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3945, top5_acc: 0.6512, loss_cls: 2.7165, loss: 2.7165, grad_norm: 1.5568 2020-07-25 02:45:52,514 - mmaction - INFO - Epoch [166][660/940] lr: 1.684e-01, eta: 19:08:18, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3871, top5_acc: 0.6387, loss_cls: 2.7716, loss: 2.7716, grad_norm: 1.5672 2020-07-25 02:46:05,464 - mmaction - INFO - Epoch [166][680/940] lr: 1.684e-01, eta: 19:07:58, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3936, top5_acc: 0.6326, loss_cls: 2.7694, loss: 2.7694, grad_norm: 1.5445 2020-07-25 02:46:18,506 - mmaction - INFO - Epoch [166][700/940] lr: 1.684e-01, eta: 19:07:38, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3980, top5_acc: 0.6531, loss_cls: 2.6766, loss: 2.6766, grad_norm: 1.5532 2020-07-25 02:46:32,371 - mmaction - INFO - Epoch [166][720/940] lr: 1.684e-01, eta: 19:07:18, time: 0.693, data_time: 0.002, memory: 9569, top1_acc: 0.3883, top5_acc: 0.6348, loss_cls: 2.7768, loss: 2.7768, grad_norm: 1.5871 2020-07-25 02:46:45,898 - mmaction - INFO - Epoch [166][740/940] lr: 1.684e-01, eta: 19:06:59, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.3967, top5_acc: 0.6547, loss_cls: 2.6933, loss: 2.6933, grad_norm: 1.5373 2020-07-25 02:46:58,817 - mmaction - INFO - Epoch [166][760/940] lr: 1.684e-01, eta: 19:06:39, time: 0.646, data_time: 0.004, memory: 9569, top1_acc: 0.3814, top5_acc: 0.6424, loss_cls: 2.7411, loss: 2.7411, grad_norm: 1.5834 2020-07-25 02:47:12,455 - mmaction - INFO - Epoch [166][780/940] lr: 1.684e-01, eta: 19:06:19, time: 0.681, data_time: 0.001, memory: 9569, top1_acc: 0.3879, top5_acc: 0.6436, loss_cls: 2.7290, loss: 2.7290, grad_norm: 1.5407 2020-07-25 02:47:25,416 - mmaction - INFO - Epoch [166][800/940] lr: 1.684e-01, eta: 19:05:59, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3992, top5_acc: 0.6422, loss_cls: 2.7318, loss: 2.7318, grad_norm: 1.5609 2020-07-25 02:47:38,427 - mmaction - INFO - Epoch [166][820/940] lr: 1.684e-01, eta: 19:05:39, time: 0.652, data_time: 0.003, memory: 9569, top1_acc: 0.3971, top5_acc: 0.6389, loss_cls: 2.7289, loss: 2.7289, grad_norm: 1.5707 2020-07-25 02:47:51,503 - mmaction - INFO - Epoch [166][840/940] lr: 1.684e-01, eta: 19:05:19, time: 0.654, data_time: 0.003, memory: 9569, top1_acc: 0.3861, top5_acc: 0.6480, loss_cls: 2.6934, loss: 2.6934, grad_norm: 1.5646 2020-07-25 02:48:04,404 - mmaction - INFO - Epoch [166][860/940] lr: 1.684e-01, eta: 19:04:58, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3820, top5_acc: 0.6320, loss_cls: 2.7865, loss: 2.7865, grad_norm: 1.5689 2020-07-25 02:48:17,508 - mmaction - INFO - Epoch [166][880/940] lr: 1.684e-01, eta: 19:04:38, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.4029, top5_acc: 0.6617, loss_cls: 2.6722, loss: 2.6722, grad_norm: 1.5682 2020-07-25 02:48:30,493 - mmaction - INFO - Epoch [166][900/940] lr: 1.684e-01, eta: 19:04:18, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3932, top5_acc: 0.6477, loss_cls: 2.7578, loss: 2.7578, grad_norm: 1.5938 2020-07-25 02:48:43,366 - mmaction - INFO - Epoch [166][920/940] lr: 1.684e-01, eta: 19:03:58, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3865, top5_acc: 0.6354, loss_cls: 2.7516, loss: 2.7516, grad_norm: 1.5554 2020-07-25 02:48:55,836 - mmaction - INFO - Epoch [166][940/940] lr: 1.684e-01, eta: 19:03:37, time: 0.624, data_time: 0.008, memory: 9569, top1_acc: 0.3975, top5_acc: 0.6504, loss_cls: 2.7233, loss: 2.7233, grad_norm: 1.5802 2020-07-25 02:51:32,776 - mmaction - INFO - Epoch [167][20/940] lr: 1.651e-01, eta: 19:06:06, time: 7.609, data_time: 5.594, memory: 9569, top1_acc: 0.3957, top5_acc: 0.6479, loss_cls: 2.6825, loss: 2.6825, grad_norm: 1.6101 2020-07-25 02:51:45,600 - mmaction - INFO - Epoch [167][40/940] lr: 1.651e-01, eta: 19:05:46, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.3979, top5_acc: 0.6498, loss_cls: 2.7010, loss: 2.7010, grad_norm: 1.5604 2020-07-25 02:51:58,440 - mmaction - INFO - Epoch [167][60/940] lr: 1.651e-01, eta: 19:05:25, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.4037, top5_acc: 0.6547, loss_cls: 2.6744, loss: 2.6744, grad_norm: 1.5701 2020-07-25 02:52:11,582 - mmaction - INFO - Epoch [167][80/940] lr: 1.651e-01, eta: 19:05:05, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.4008, top5_acc: 0.6559, loss_cls: 2.7004, loss: 2.7004, grad_norm: 1.5937 2020-07-25 02:52:24,977 - mmaction - INFO - Epoch [167][100/940] lr: 1.651e-01, eta: 19:04:46, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.4018, top5_acc: 0.6559, loss_cls: 2.6648, loss: 2.6648, grad_norm: 1.5913 2020-07-25 02:52:37,830 - mmaction - INFO - Epoch [167][120/940] lr: 1.651e-01, eta: 19:04:25, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4078, top5_acc: 0.6572, loss_cls: 2.6631, loss: 2.6631, grad_norm: 1.5840 2020-07-25 02:52:51,430 - mmaction - INFO - Epoch [167][140/940] lr: 1.651e-01, eta: 19:04:06, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.3818, top5_acc: 0.6332, loss_cls: 2.7496, loss: 2.7496, grad_norm: 1.5731 2020-07-25 02:53:04,609 - mmaction - INFO - Epoch [167][160/940] lr: 1.651e-01, eta: 19:03:46, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.4123, top5_acc: 0.6613, loss_cls: 2.6248, loss: 2.6248, grad_norm: 1.5350 2020-07-25 02:53:17,841 - mmaction - INFO - Epoch [167][180/940] lr: 1.651e-01, eta: 19:03:26, time: 0.662, data_time: 0.003, memory: 9569, top1_acc: 0.4025, top5_acc: 0.6496, loss_cls: 2.6817, loss: 2.6817, grad_norm: 1.5745 2020-07-25 02:53:30,913 - mmaction - INFO - Epoch [167][200/940] lr: 1.651e-01, eta: 19:03:06, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3936, top5_acc: 0.6377, loss_cls: 2.7357, loss: 2.7357, grad_norm: 1.5716 2020-07-25 02:53:44,414 - mmaction - INFO - Epoch [167][220/940] lr: 1.651e-01, eta: 19:02:46, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.4014, top5_acc: 0.6598, loss_cls: 2.6622, loss: 2.6622, grad_norm: 1.5959 2020-07-25 02:53:57,324 - mmaction - INFO - Epoch [167][240/940] lr: 1.651e-01, eta: 19:02:26, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3996, top5_acc: 0.6502, loss_cls: 2.6854, loss: 2.6854, grad_norm: 1.5976 2020-07-25 02:54:11,030 - mmaction - INFO - Epoch [167][260/940] lr: 1.651e-01, eta: 19:02:07, time: 0.685, data_time: 0.001, memory: 9569, top1_acc: 0.3982, top5_acc: 0.6520, loss_cls: 2.6809, loss: 2.6809, grad_norm: 1.5876 2020-07-25 02:54:24,487 - mmaction - INFO - Epoch [167][280/940] lr: 1.651e-01, eta: 19:01:47, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3873, top5_acc: 0.6432, loss_cls: 2.7511, loss: 2.7511, grad_norm: 1.6172 2020-07-25 02:54:37,495 - mmaction - INFO - Epoch [167][300/940] lr: 1.651e-01, eta: 19:01:27, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.3887, top5_acc: 0.6488, loss_cls: 2.7240, loss: 2.7240, grad_norm: 1.5837 2020-07-25 02:54:50,921 - mmaction - INFO - Epoch [167][320/940] lr: 1.651e-01, eta: 19:01:07, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3982, top5_acc: 0.6494, loss_cls: 2.6890, loss: 2.6890, grad_norm: 1.5779 2020-07-25 02:55:04,794 - mmaction - INFO - Epoch [167][340/940] lr: 1.651e-01, eta: 19:00:48, time: 0.694, data_time: 0.002, memory: 9569, top1_acc: 0.3982, top5_acc: 0.6479, loss_cls: 2.6870, loss: 2.6870, grad_norm: 1.6099 2020-07-25 02:55:18,233 - mmaction - INFO - Epoch [167][360/940] lr: 1.651e-01, eta: 19:00:28, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.3910, top5_acc: 0.6416, loss_cls: 2.7410, loss: 2.7410, grad_norm: 1.5910 2020-07-25 02:55:31,204 - mmaction - INFO - Epoch [167][380/940] lr: 1.651e-01, eta: 19:00:08, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3885, top5_acc: 0.6426, loss_cls: 2.7452, loss: 2.7452, grad_norm: 1.5921 2020-07-25 02:55:45,517 - mmaction - INFO - Epoch [167][400/940] lr: 1.651e-01, eta: 18:59:50, time: 0.717, data_time: 0.003, memory: 9569, top1_acc: 0.4033, top5_acc: 0.6506, loss_cls: 2.6797, loss: 2.6797, grad_norm: 1.5807 2020-07-25 02:55:58,497 - mmaction - INFO - Epoch [167][420/940] lr: 1.651e-01, eta: 18:59:29, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.3971, top5_acc: 0.6502, loss_cls: 2.7374, loss: 2.7374, grad_norm: 1.5752 2020-07-25 02:56:12,338 - mmaction - INFO - Epoch [167][440/940] lr: 1.651e-01, eta: 18:59:10, time: 0.691, data_time: 0.001, memory: 9569, top1_acc: 0.4041, top5_acc: 0.6537, loss_cls: 2.6854, loss: 2.6854, grad_norm: 1.5600 2020-07-25 02:56:25,340 - mmaction - INFO - Epoch [167][460/940] lr: 1.651e-01, eta: 18:58:50, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.3967, top5_acc: 0.6480, loss_cls: 2.7290, loss: 2.7290, grad_norm: 1.5882 2020-07-25 02:56:38,791 - mmaction - INFO - Epoch [167][480/940] lr: 1.651e-01, eta: 18:58:31, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3883, top5_acc: 0.6406, loss_cls: 2.7300, loss: 2.7300, grad_norm: 1.5888 2020-07-25 02:56:51,728 - mmaction - INFO - Epoch [167][500/940] lr: 1.651e-01, eta: 18:58:10, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3949, top5_acc: 0.6535, loss_cls: 2.6956, loss: 2.6956, grad_norm: 1.6043 2020-07-25 02:57:05,219 - mmaction - INFO - Epoch [167][520/940] lr: 1.651e-01, eta: 18:57:51, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.3816, top5_acc: 0.6293, loss_cls: 2.7884, loss: 2.7884, grad_norm: 1.6224 2020-07-25 02:57:18,152 - mmaction - INFO - Epoch [167][540/940] lr: 1.651e-01, eta: 18:57:31, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.3986, top5_acc: 0.6590, loss_cls: 2.6696, loss: 2.6696, grad_norm: 1.5721 2020-07-25 02:57:31,038 - mmaction - INFO - Epoch [167][560/940] lr: 1.651e-01, eta: 18:57:10, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3994, top5_acc: 0.6547, loss_cls: 2.6642, loss: 2.6642, grad_norm: 1.5715 2020-07-25 02:57:43,932 - mmaction - INFO - Epoch [167][580/940] lr: 1.651e-01, eta: 18:56:50, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3873, top5_acc: 0.6357, loss_cls: 2.7507, loss: 2.7507, grad_norm: 1.6083 2020-07-25 02:57:57,281 - mmaction - INFO - Epoch [167][600/940] lr: 1.651e-01, eta: 18:56:30, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.3937, top5_acc: 0.6482, loss_cls: 2.7329, loss: 2.7329, grad_norm: 1.5887 2020-07-25 02:58:10,592 - mmaction - INFO - Epoch [167][620/940] lr: 1.651e-01, eta: 18:56:11, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.4033, top5_acc: 0.6486, loss_cls: 2.6948, loss: 2.6948, grad_norm: 1.5874 2020-07-25 02:58:23,629 - mmaction - INFO - Epoch [167][640/940] lr: 1.651e-01, eta: 18:55:51, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.3824, top5_acc: 0.6402, loss_cls: 2.7420, loss: 2.7420, grad_norm: 1.5703 2020-07-25 02:58:36,977 - mmaction - INFO - Epoch [167][660/940] lr: 1.651e-01, eta: 18:55:31, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.3947, top5_acc: 0.6414, loss_cls: 2.7273, loss: 2.7273, grad_norm: 1.5962 2020-07-25 02:58:49,899 - mmaction - INFO - Epoch [167][680/940] lr: 1.651e-01, eta: 18:55:11, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4098, top5_acc: 0.6510, loss_cls: 2.6751, loss: 2.6751, grad_norm: 1.5605 2020-07-25 02:59:02,853 - mmaction - INFO - Epoch [167][700/940] lr: 1.651e-01, eta: 18:54:51, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.3936, top5_acc: 0.6471, loss_cls: 2.6810, loss: 2.6810, grad_norm: 1.6085 2020-07-25 02:59:15,828 - mmaction - INFO - Epoch [167][720/940] lr: 1.651e-01, eta: 18:54:30, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.3977, top5_acc: 0.6488, loss_cls: 2.6918, loss: 2.6918, grad_norm: 1.5954 2020-07-25 02:59:29,254 - mmaction - INFO - Epoch [167][740/940] lr: 1.651e-01, eta: 18:54:11, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.3961, top5_acc: 0.6453, loss_cls: 2.7325, loss: 2.7325, grad_norm: 1.6015 2020-07-25 02:59:42,213 - mmaction - INFO - Epoch [167][760/940] lr: 1.651e-01, eta: 18:53:51, time: 0.648, data_time: 0.004, memory: 9569, top1_acc: 0.3902, top5_acc: 0.6531, loss_cls: 2.7018, loss: 2.7018, grad_norm: 1.5993 2020-07-25 02:59:55,150 - mmaction - INFO - Epoch [167][780/940] lr: 1.651e-01, eta: 18:53:31, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3918, top5_acc: 0.6387, loss_cls: 2.7617, loss: 2.7617, grad_norm: 1.6170 2020-07-25 03:00:14,260 - mmaction - INFO - Epoch [167][800/940] lr: 1.651e-01, eta: 18:53:18, time: 0.953, data_time: 0.004, memory: 9569, top1_acc: 0.3852, top5_acc: 0.6336, loss_cls: 2.7605, loss: 2.7605, grad_norm: 1.5757 2020-07-25 03:00:27,497 - mmaction - INFO - Epoch [167][820/940] lr: 1.651e-01, eta: 18:52:58, time: 0.665, data_time: 0.008, memory: 9569, top1_acc: 0.3910, top5_acc: 0.6348, loss_cls: 2.7639, loss: 2.7639, grad_norm: 1.5769 2020-07-25 03:00:41,152 - mmaction - INFO - Epoch [167][840/940] lr: 1.651e-01, eta: 18:52:39, time: 0.682, data_time: 0.001, memory: 9569, top1_acc: 0.3875, top5_acc: 0.6377, loss_cls: 2.7621, loss: 2.7621, grad_norm: 1.6050 2020-07-25 03:00:55,228 - mmaction - INFO - Epoch [167][860/940] lr: 1.651e-01, eta: 18:52:20, time: 0.704, data_time: 0.002, memory: 9569, top1_acc: 0.4010, top5_acc: 0.6424, loss_cls: 2.7248, loss: 2.7248, grad_norm: 1.5935 2020-07-25 03:01:08,147 - mmaction - INFO - Epoch [167][880/940] lr: 1.651e-01, eta: 18:52:00, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3846, top5_acc: 0.6309, loss_cls: 2.7918, loss: 2.7918, grad_norm: 1.6284 2020-07-25 03:01:21,466 - mmaction - INFO - Epoch [167][900/940] lr: 1.651e-01, eta: 18:51:40, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.4039, top5_acc: 0.6520, loss_cls: 2.6737, loss: 2.6737, grad_norm: 1.5797 2020-07-25 03:01:34,345 - mmaction - INFO - Epoch [167][920/940] lr: 1.651e-01, eta: 18:51:20, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4014, top5_acc: 0.6443, loss_cls: 2.7160, loss: 2.7160, grad_norm: 1.6116 2020-07-25 03:01:46,530 - mmaction - INFO - Epoch [167][940/940] lr: 1.651e-01, eta: 18:50:59, time: 0.608, data_time: 0.001, memory: 9569, top1_acc: 0.3872, top5_acc: 0.6422, loss_cls: 2.7507, loss: 2.7507, grad_norm: 1.6096 2020-07-25 03:04:03,745 - mmaction - INFO - Epoch [168][20/940] lr: 1.618e-01, eta: 18:52:57, time: 6.455, data_time: 5.768, memory: 9569, top1_acc: 0.4027, top5_acc: 0.6594, loss_cls: 2.6494, loss: 2.6494, grad_norm: 1.5727 2020-07-25 03:04:16,911 - mmaction - INFO - Epoch [168][40/940] lr: 1.618e-01, eta: 18:52:37, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.3941, top5_acc: 0.6469, loss_cls: 2.7234, loss: 2.7234, grad_norm: 1.5747 2020-07-25 03:04:29,771 - mmaction - INFO - Epoch [168][60/940] lr: 1.618e-01, eta: 18:52:16, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.3984, top5_acc: 0.6412, loss_cls: 2.7316, loss: 2.7316, grad_norm: 1.6034 2020-07-25 03:04:42,798 - mmaction - INFO - Epoch [168][80/940] lr: 1.618e-01, eta: 18:51:56, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.4006, top5_acc: 0.6521, loss_cls: 2.6797, loss: 2.6797, grad_norm: 1.5983 2020-07-25 03:04:56,188 - mmaction - INFO - Epoch [168][100/940] lr: 1.618e-01, eta: 18:51:37, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.3949, top5_acc: 0.6439, loss_cls: 2.7230, loss: 2.7230, grad_norm: 1.5983 2020-07-25 03:05:09,539 - mmaction - INFO - Epoch [168][120/940] lr: 1.618e-01, eta: 18:51:17, time: 0.669, data_time: 0.003, memory: 9569, top1_acc: 0.3930, top5_acc: 0.6471, loss_cls: 2.6992, loss: 2.6992, grad_norm: 1.5799 2020-07-25 03:05:22,666 - mmaction - INFO - Epoch [168][140/940] lr: 1.618e-01, eta: 18:50:57, time: 0.655, data_time: 0.003, memory: 9569, top1_acc: 0.4002, top5_acc: 0.6416, loss_cls: 2.7148, loss: 2.7148, grad_norm: 1.6010 2020-07-25 03:05:35,974 - mmaction - INFO - Epoch [168][160/940] lr: 1.618e-01, eta: 18:50:37, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.3943, top5_acc: 0.6523, loss_cls: 2.6747, loss: 2.6747, grad_norm: 1.5791 2020-07-25 03:05:49,363 - mmaction - INFO - Epoch [168][180/940] lr: 1.618e-01, eta: 18:50:18, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.4055, top5_acc: 0.6584, loss_cls: 2.6352, loss: 2.6352, grad_norm: 1.5969 2020-07-25 03:06:02,323 - mmaction - INFO - Epoch [168][200/940] lr: 1.618e-01, eta: 18:49:58, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4029, top5_acc: 0.6488, loss_cls: 2.6693, loss: 2.6693, grad_norm: 1.6249 2020-07-25 03:06:15,214 - mmaction - INFO - Epoch [168][220/940] lr: 1.618e-01, eta: 18:49:37, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4193, top5_acc: 0.6596, loss_cls: 2.6290, loss: 2.6290, grad_norm: 1.5976 2020-07-25 03:06:28,198 - mmaction - INFO - Epoch [168][240/940] lr: 1.618e-01, eta: 18:49:17, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4029, top5_acc: 0.6480, loss_cls: 2.7206, loss: 2.7206, grad_norm: 1.6387 2020-07-25 03:06:41,661 - mmaction - INFO - Epoch [168][260/940] lr: 1.618e-01, eta: 18:48:58, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.4076, top5_acc: 0.6471, loss_cls: 2.7252, loss: 2.7252, grad_norm: 1.6068 2020-07-25 03:06:54,573 - mmaction - INFO - Epoch [168][280/940] lr: 1.618e-01, eta: 18:48:38, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3949, top5_acc: 0.6369, loss_cls: 2.7258, loss: 2.7258, grad_norm: 1.5869 2020-07-25 03:07:07,989 - mmaction - INFO - Epoch [168][300/940] lr: 1.618e-01, eta: 18:48:18, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.4053, top5_acc: 0.6465, loss_cls: 2.6850, loss: 2.6850, grad_norm: 1.5772 2020-07-25 03:07:20,951 - mmaction - INFO - Epoch [168][320/940] lr: 1.618e-01, eta: 18:47:58, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4053, top5_acc: 0.6605, loss_cls: 2.6580, loss: 2.6580, grad_norm: 1.5856 2020-07-25 03:07:34,547 - mmaction - INFO - Epoch [168][340/940] lr: 1.618e-01, eta: 18:47:39, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.3891, top5_acc: 0.6426, loss_cls: 2.7224, loss: 2.7224, grad_norm: 1.6206 2020-07-25 03:07:47,500 - mmaction - INFO - Epoch [168][360/940] lr: 1.618e-01, eta: 18:47:18, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.3955, top5_acc: 0.6424, loss_cls: 2.7392, loss: 2.7392, grad_norm: 1.5779 2020-07-25 03:08:00,690 - mmaction - INFO - Epoch [168][380/940] lr: 1.618e-01, eta: 18:46:59, time: 0.660, data_time: 0.004, memory: 9569, top1_acc: 0.3926, top5_acc: 0.6445, loss_cls: 2.7074, loss: 2.7074, grad_norm: 1.5897 2020-07-25 03:08:13,613 - mmaction - INFO - Epoch [168][400/940] lr: 1.618e-01, eta: 18:46:38, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3953, top5_acc: 0.6502, loss_cls: 2.6840, loss: 2.6840, grad_norm: 1.5872 2020-07-25 03:08:27,067 - mmaction - INFO - Epoch [168][420/940] lr: 1.618e-01, eta: 18:46:19, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.3982, top5_acc: 0.6494, loss_cls: 2.7294, loss: 2.7294, grad_norm: 1.5965 2020-07-25 03:08:41,216 - mmaction - INFO - Epoch [168][440/940] lr: 1.618e-01, eta: 18:46:00, time: 0.707, data_time: 0.003, memory: 9569, top1_acc: 0.4025, top5_acc: 0.6576, loss_cls: 2.6714, loss: 2.6714, grad_norm: 1.6000 2020-07-25 03:08:54,425 - mmaction - INFO - Epoch [168][460/940] lr: 1.618e-01, eta: 18:45:40, time: 0.661, data_time: 0.014, memory: 9569, top1_acc: 0.3965, top5_acc: 0.6428, loss_cls: 2.7152, loss: 2.7152, grad_norm: 1.5935 2020-07-25 03:09:07,447 - mmaction - INFO - Epoch [168][480/940] lr: 1.618e-01, eta: 18:45:21, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.4055, top5_acc: 0.6477, loss_cls: 2.6934, loss: 2.6934, grad_norm: 1.6080 2020-07-25 03:09:20,826 - mmaction - INFO - Epoch [168][500/940] lr: 1.618e-01, eta: 18:45:01, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.4047, top5_acc: 0.6502, loss_cls: 2.6806, loss: 2.6806, grad_norm: 1.6192 2020-07-25 03:09:33,744 - mmaction - INFO - Epoch [168][520/940] lr: 1.618e-01, eta: 18:44:41, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.4012, top5_acc: 0.6467, loss_cls: 2.6918, loss: 2.6918, grad_norm: 1.5996 2020-07-25 03:09:46,674 - mmaction - INFO - Epoch [168][540/940] lr: 1.618e-01, eta: 18:44:21, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3906, top5_acc: 0.6400, loss_cls: 2.7555, loss: 2.7555, grad_norm: 1.6510 2020-07-25 03:09:59,616 - mmaction - INFO - Epoch [168][560/940] lr: 1.618e-01, eta: 18:44:01, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3898, top5_acc: 0.6365, loss_cls: 2.7639, loss: 2.7639, grad_norm: 1.5964 2020-07-25 03:10:12,899 - mmaction - INFO - Epoch [168][580/940] lr: 1.618e-01, eta: 18:43:41, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.3918, top5_acc: 0.6172, loss_cls: 2.8011, loss: 2.8011, grad_norm: 1.5979 2020-07-25 03:10:25,983 - mmaction - INFO - Epoch [168][600/940] lr: 1.618e-01, eta: 18:43:21, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3988, top5_acc: 0.6529, loss_cls: 2.7042, loss: 2.7042, grad_norm: 1.5935 2020-07-25 03:10:38,911 - mmaction - INFO - Epoch [168][620/940] lr: 1.618e-01, eta: 18:43:01, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3922, top5_acc: 0.6479, loss_cls: 2.7258, loss: 2.7258, grad_norm: 1.6213 2020-07-25 03:10:52,121 - mmaction - INFO - Epoch [168][640/940] lr: 1.618e-01, eta: 18:42:41, time: 0.661, data_time: 0.002, memory: 9569, top1_acc: 0.3928, top5_acc: 0.6432, loss_cls: 2.7154, loss: 2.7154, grad_norm: 1.6031 2020-07-25 03:11:05,197 - mmaction - INFO - Epoch [168][660/940] lr: 1.618e-01, eta: 18:42:21, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3975, top5_acc: 0.6422, loss_cls: 2.7203, loss: 2.7203, grad_norm: 1.6009 2020-07-25 03:11:18,131 - mmaction - INFO - Epoch [168][680/940] lr: 1.618e-01, eta: 18:42:01, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3887, top5_acc: 0.6346, loss_cls: 2.7771, loss: 2.7771, grad_norm: 1.6131 2020-07-25 03:11:31,084 - mmaction - INFO - Epoch [168][700/940] lr: 1.618e-01, eta: 18:41:41, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4117, top5_acc: 0.6562, loss_cls: 2.6487, loss: 2.6487, grad_norm: 1.5542 2020-07-25 03:11:44,250 - mmaction - INFO - Epoch [168][720/940] lr: 1.618e-01, eta: 18:41:21, time: 0.660, data_time: 0.003, memory: 9569, top1_acc: 0.4014, top5_acc: 0.6408, loss_cls: 2.7371, loss: 2.7371, grad_norm: 1.6039 2020-07-25 03:11:57,141 - mmaction - INFO - Epoch [168][740/940] lr: 1.618e-01, eta: 18:41:01, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3979, top5_acc: 0.6586, loss_cls: 2.6811, loss: 2.6811, grad_norm: 1.5913 2020-07-25 03:12:10,145 - mmaction - INFO - Epoch [168][760/940] lr: 1.618e-01, eta: 18:40:41, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.3965, top5_acc: 0.6426, loss_cls: 2.7320, loss: 2.7320, grad_norm: 1.5979 2020-07-25 03:12:23,904 - mmaction - INFO - Epoch [168][780/940] lr: 1.618e-01, eta: 18:40:22, time: 0.689, data_time: 0.002, memory: 9569, top1_acc: 0.3998, top5_acc: 0.6479, loss_cls: 2.7034, loss: 2.7034, grad_norm: 1.5905 2020-07-25 03:12:37,307 - mmaction - INFO - Epoch [168][800/940] lr: 1.618e-01, eta: 18:40:03, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3824, top5_acc: 0.6359, loss_cls: 2.7813, loss: 2.7813, grad_norm: 1.6124 2020-07-25 03:12:50,229 - mmaction - INFO - Epoch [168][820/940] lr: 1.618e-01, eta: 18:39:43, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3920, top5_acc: 0.6430, loss_cls: 2.7371, loss: 2.7371, grad_norm: 1.5881 2020-07-25 03:13:03,179 - mmaction - INFO - Epoch [168][840/940] lr: 1.618e-01, eta: 18:39:23, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3873, top5_acc: 0.6404, loss_cls: 2.7466, loss: 2.7466, grad_norm: 1.5911 2020-07-25 03:13:16,073 - mmaction - INFO - Epoch [168][860/940] lr: 1.618e-01, eta: 18:39:03, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3971, top5_acc: 0.6482, loss_cls: 2.7076, loss: 2.7076, grad_norm: 1.6009 2020-07-25 03:13:29,876 - mmaction - INFO - Epoch [168][880/940] lr: 1.618e-01, eta: 18:38:44, time: 0.690, data_time: 0.001, memory: 9569, top1_acc: 0.3809, top5_acc: 0.6381, loss_cls: 2.7794, loss: 2.7794, grad_norm: 1.6220 2020-07-25 03:13:42,794 - mmaction - INFO - Epoch [168][900/940] lr: 1.618e-01, eta: 18:38:24, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4068, top5_acc: 0.6508, loss_cls: 2.6896, loss: 2.6896, grad_norm: 1.5632 2020-07-25 03:13:55,714 - mmaction - INFO - Epoch [168][920/940] lr: 1.618e-01, eta: 18:38:04, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3971, top5_acc: 0.6455, loss_cls: 2.7184, loss: 2.7184, grad_norm: 1.5854 2020-07-25 03:14:07,950 - mmaction - INFO - Epoch [168][940/940] lr: 1.618e-01, eta: 18:37:43, time: 0.612, data_time: 0.002, memory: 9569, top1_acc: 0.4008, top5_acc: 0.6447, loss_cls: 2.7174, loss: 2.7174, grad_norm: 1.6110 2020-07-25 03:14:13,080 - mmaction - INFO - Saving checkpoint at 168 epochs 2020-07-25 03:16:48,397 - mmaction - INFO - Epoch [169][20/940] lr: 1.586e-01, eta: 18:40:06, time: 7.714, data_time: 6.818, memory: 9569, top1_acc: 0.4059, top5_acc: 0.6615, loss_cls: 2.6520, loss: 2.6520, grad_norm: 1.6080 2020-07-25 03:17:01,257 - mmaction - INFO - Epoch [169][40/940] lr: 1.586e-01, eta: 18:39:46, time: 0.644, data_time: 0.004, memory: 9569, top1_acc: 0.4035, top5_acc: 0.6482, loss_cls: 2.6603, loss: 2.6603, grad_norm: 1.6104 2020-07-25 03:17:14,100 - mmaction - INFO - Epoch [169][60/940] lr: 1.586e-01, eta: 18:39:26, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.4018, top5_acc: 0.6576, loss_cls: 2.6715, loss: 2.6715, grad_norm: 1.5923 2020-07-25 03:17:27,046 - mmaction - INFO - Epoch [169][80/940] lr: 1.586e-01, eta: 18:39:06, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4068, top5_acc: 0.6654, loss_cls: 2.6374, loss: 2.6374, grad_norm: 1.6054 2020-07-25 03:17:40,297 - mmaction - INFO - Epoch [169][100/940] lr: 1.586e-01, eta: 18:38:46, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.4156, top5_acc: 0.6615, loss_cls: 2.6456, loss: 2.6456, grad_norm: 1.6039 2020-07-25 03:17:53,185 - mmaction - INFO - Epoch [169][120/940] lr: 1.586e-01, eta: 18:38:26, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4111, top5_acc: 0.6535, loss_cls: 2.6357, loss: 2.6357, grad_norm: 1.6119 2020-07-25 03:18:06,457 - mmaction - INFO - Epoch [169][140/940] lr: 1.586e-01, eta: 18:38:06, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.4090, top5_acc: 0.6553, loss_cls: 2.6482, loss: 2.6482, grad_norm: 1.5999 2020-07-25 03:18:19,315 - mmaction - INFO - Epoch [169][160/940] lr: 1.586e-01, eta: 18:37:46, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4025, top5_acc: 0.6457, loss_cls: 2.6962, loss: 2.6962, grad_norm: 1.6168 2020-07-25 03:18:32,252 - mmaction - INFO - Epoch [169][180/940] lr: 1.586e-01, eta: 18:37:26, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4006, top5_acc: 0.6525, loss_cls: 2.6603, loss: 2.6603, grad_norm: 1.5810 2020-07-25 03:18:45,620 - mmaction - INFO - Epoch [169][200/940] lr: 1.586e-01, eta: 18:37:07, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.3941, top5_acc: 0.6416, loss_cls: 2.7584, loss: 2.7584, grad_norm: 1.6047 2020-07-25 03:18:58,504 - mmaction - INFO - Epoch [169][220/940] lr: 1.586e-01, eta: 18:36:46, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4115, top5_acc: 0.6621, loss_cls: 2.6421, loss: 2.6421, grad_norm: 1.6039 2020-07-25 03:19:11,534 - mmaction - INFO - Epoch [169][240/940] lr: 1.586e-01, eta: 18:36:26, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.3980, top5_acc: 0.6518, loss_cls: 2.6703, loss: 2.6703, grad_norm: 1.5927 2020-07-25 03:19:24,472 - mmaction - INFO - Epoch [169][260/940] lr: 1.586e-01, eta: 18:36:06, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4006, top5_acc: 0.6516, loss_cls: 2.6841, loss: 2.6841, grad_norm: 1.6195 2020-07-25 03:19:38,296 - mmaction - INFO - Epoch [169][280/940] lr: 1.586e-01, eta: 18:35:47, time: 0.691, data_time: 0.002, memory: 9569, top1_acc: 0.4033, top5_acc: 0.6535, loss_cls: 2.6677, loss: 2.6677, grad_norm: 1.6093 2020-07-25 03:19:51,884 - mmaction - INFO - Epoch [169][300/940] lr: 1.586e-01, eta: 18:35:28, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.4037, top5_acc: 0.6518, loss_cls: 2.6599, loss: 2.6599, grad_norm: 1.6042 2020-07-25 03:20:04,835 - mmaction - INFO - Epoch [169][320/940] lr: 1.586e-01, eta: 18:35:08, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.3994, top5_acc: 0.6443, loss_cls: 2.6963, loss: 2.6963, grad_norm: 1.6344 2020-07-25 03:20:17,793 - mmaction - INFO - Epoch [169][340/940] lr: 1.586e-01, eta: 18:34:48, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4090, top5_acc: 0.6535, loss_cls: 2.6600, loss: 2.6600, grad_norm: 1.6317 2020-07-25 03:20:31,157 - mmaction - INFO - Epoch [169][360/940] lr: 1.586e-01, eta: 18:34:29, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.3867, top5_acc: 0.6398, loss_cls: 2.7313, loss: 2.7313, grad_norm: 1.6202 2020-07-25 03:20:44,401 - mmaction - INFO - Epoch [169][380/940] lr: 1.586e-01, eta: 18:34:09, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.4061, top5_acc: 0.6482, loss_cls: 2.6493, loss: 2.6493, grad_norm: 1.5867 2020-07-25 03:20:57,322 - mmaction - INFO - Epoch [169][400/940] lr: 1.586e-01, eta: 18:33:49, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3975, top5_acc: 0.6498, loss_cls: 2.6872, loss: 2.6872, grad_norm: 1.6024 2020-07-25 03:21:10,239 - mmaction - INFO - Epoch [169][420/940] lr: 1.586e-01, eta: 18:33:29, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4047, top5_acc: 0.6533, loss_cls: 2.6838, loss: 2.6838, grad_norm: 1.5932 2020-07-25 03:21:23,531 - mmaction - INFO - Epoch [169][440/940] lr: 1.586e-01, eta: 18:33:09, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.4002, top5_acc: 0.6461, loss_cls: 2.7023, loss: 2.7023, grad_norm: 1.5929 2020-07-25 03:21:36,404 - mmaction - INFO - Epoch [169][460/940] lr: 1.586e-01, eta: 18:32:49, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3988, top5_acc: 0.6414, loss_cls: 2.7235, loss: 2.7235, grad_norm: 1.5977 2020-07-25 03:21:49,480 - mmaction - INFO - Epoch [169][480/940] lr: 1.586e-01, eta: 18:32:29, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.3930, top5_acc: 0.6512, loss_cls: 2.7183, loss: 2.7183, grad_norm: 1.6368 2020-07-25 03:22:03,099 - mmaction - INFO - Epoch [169][500/940] lr: 1.586e-01, eta: 18:32:10, time: 0.681, data_time: 0.002, memory: 9569, top1_acc: 0.4014, top5_acc: 0.6506, loss_cls: 2.6677, loss: 2.6677, grad_norm: 1.6082 2020-07-25 03:22:16,299 - mmaction - INFO - Epoch [169][520/940] lr: 1.586e-01, eta: 18:31:50, time: 0.660, data_time: 0.002, memory: 9569, top1_acc: 0.3953, top5_acc: 0.6438, loss_cls: 2.7149, loss: 2.7149, grad_norm: 1.6106 2020-07-25 03:22:29,218 - mmaction - INFO - Epoch [169][540/940] lr: 1.586e-01, eta: 18:31:30, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3941, top5_acc: 0.6391, loss_cls: 2.7475, loss: 2.7475, grad_norm: 1.6358 2020-07-25 03:22:42,272 - mmaction - INFO - Epoch [169][560/940] lr: 1.586e-01, eta: 18:31:10, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.4068, top5_acc: 0.6525, loss_cls: 2.6653, loss: 2.6653, grad_norm: 1.5948 2020-07-25 03:22:55,456 - mmaction - INFO - Epoch [169][580/940] lr: 1.586e-01, eta: 18:30:51, time: 0.659, data_time: 0.001, memory: 9569, top1_acc: 0.3986, top5_acc: 0.6518, loss_cls: 2.6681, loss: 2.6681, grad_norm: 1.6352 2020-07-25 03:23:08,563 - mmaction - INFO - Epoch [169][600/940] lr: 1.586e-01, eta: 18:30:31, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.3836, top5_acc: 0.6418, loss_cls: 2.7574, loss: 2.7574, grad_norm: 1.6183 2020-07-25 03:23:21,494 - mmaction - INFO - Epoch [169][620/940] lr: 1.586e-01, eta: 18:30:11, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3881, top5_acc: 0.6377, loss_cls: 2.7392, loss: 2.7392, grad_norm: 1.5980 2020-07-25 03:23:34,386 - mmaction - INFO - Epoch [169][640/940] lr: 1.586e-01, eta: 18:29:51, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3924, top5_acc: 0.6447, loss_cls: 2.7236, loss: 2.7236, grad_norm: 1.6268 2020-07-25 03:23:47,414 - mmaction - INFO - Epoch [169][660/940] lr: 1.586e-01, eta: 18:29:31, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.4002, top5_acc: 0.6566, loss_cls: 2.6683, loss: 2.6683, grad_norm: 1.5788 2020-07-25 03:24:00,647 - mmaction - INFO - Epoch [169][680/940] lr: 1.586e-01, eta: 18:29:12, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.3961, top5_acc: 0.6479, loss_cls: 2.7305, loss: 2.7305, grad_norm: 1.6508 2020-07-25 03:24:13,649 - mmaction - INFO - Epoch [169][700/940] lr: 1.586e-01, eta: 18:28:52, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.3965, top5_acc: 0.6508, loss_cls: 2.6849, loss: 2.6849, grad_norm: 1.6078 2020-07-25 03:24:26,606 - mmaction - INFO - Epoch [169][720/940] lr: 1.586e-01, eta: 18:28:32, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4068, top5_acc: 0.6451, loss_cls: 2.7011, loss: 2.7011, grad_norm: 1.5935 2020-07-25 03:24:40,361 - mmaction - INFO - Epoch [169][740/940] lr: 1.586e-01, eta: 18:28:13, time: 0.687, data_time: 0.001, memory: 9569, top1_acc: 0.3980, top5_acc: 0.6525, loss_cls: 2.7015, loss: 2.7015, grad_norm: 1.6133 2020-07-25 03:24:53,336 - mmaction - INFO - Epoch [169][760/940] lr: 1.586e-01, eta: 18:27:53, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4008, top5_acc: 0.6523, loss_cls: 2.6939, loss: 2.6939, grad_norm: 1.6212 2020-07-25 03:25:06,806 - mmaction - INFO - Epoch [169][780/940] lr: 1.586e-01, eta: 18:27:33, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.4078, top5_acc: 0.6584, loss_cls: 2.6639, loss: 2.6639, grad_norm: 1.5941 2020-07-25 03:25:20,050 - mmaction - INFO - Epoch [169][800/940] lr: 1.586e-01, eta: 18:27:14, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.3918, top5_acc: 0.6348, loss_cls: 2.7736, loss: 2.7736, grad_norm: 1.6190 2020-07-25 03:25:33,008 - mmaction - INFO - Epoch [169][820/940] lr: 1.586e-01, eta: 18:26:54, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4035, top5_acc: 0.6465, loss_cls: 2.7074, loss: 2.7074, grad_norm: 1.6178 2020-07-25 03:25:45,928 - mmaction - INFO - Epoch [169][840/940] lr: 1.586e-01, eta: 18:26:34, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.3896, top5_acc: 0.6447, loss_cls: 2.7211, loss: 2.7211, grad_norm: 1.6002 2020-07-25 03:25:59,365 - mmaction - INFO - Epoch [169][860/940] lr: 1.586e-01, eta: 18:26:15, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.4086, top5_acc: 0.6555, loss_cls: 2.6529, loss: 2.6529, grad_norm: 1.5596 2020-07-25 03:26:12,313 - mmaction - INFO - Epoch [169][880/940] lr: 1.586e-01, eta: 18:25:55, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4047, top5_acc: 0.6566, loss_cls: 2.6331, loss: 2.6331, grad_norm: 1.6240 2020-07-25 03:26:25,811 - mmaction - INFO - Epoch [169][900/940] lr: 1.586e-01, eta: 18:25:35, time: 0.677, data_time: 0.003, memory: 9569, top1_acc: 0.4061, top5_acc: 0.6543, loss_cls: 2.6692, loss: 2.6692, grad_norm: 1.6171 2020-07-25 03:26:38,689 - mmaction - INFO - Epoch [169][920/940] lr: 1.586e-01, eta: 18:25:15, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4021, top5_acc: 0.6531, loss_cls: 2.6864, loss: 2.6864, grad_norm: 1.6210 2020-07-25 03:26:51,005 - mmaction - INFO - Epoch [169][940/940] lr: 1.586e-01, eta: 18:24:55, time: 0.616, data_time: 0.007, memory: 9569, top1_acc: 0.3977, top5_acc: 0.6489, loss_cls: 2.7110, loss: 2.7110, grad_norm: 1.6495 2020-07-25 03:29:32,924 - mmaction - INFO - Epoch [170][20/940] lr: 1.553e-01, eta: 18:27:17, time: 7.833, data_time: 7.008, memory: 9569, top1_acc: 0.3959, top5_acc: 0.6449, loss_cls: 2.7121, loss: 2.7121, grad_norm: 1.6210 2020-07-25 03:29:46,232 - mmaction - INFO - Epoch [170][40/940] lr: 1.553e-01, eta: 18:26:58, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.4059, top5_acc: 0.6678, loss_cls: 2.6195, loss: 2.6195, grad_norm: 1.6316 2020-07-25 03:29:59,057 - mmaction - INFO - Epoch [170][60/940] lr: 1.553e-01, eta: 18:26:37, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.4070, top5_acc: 0.6527, loss_cls: 2.6467, loss: 2.6467, grad_norm: 1.6086 2020-07-25 03:30:11,901 - mmaction - INFO - Epoch [170][80/940] lr: 1.553e-01, eta: 18:26:17, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.3971, top5_acc: 0.6648, loss_cls: 2.6617, loss: 2.6617, grad_norm: 1.6374 2020-07-25 03:30:24,774 - mmaction - INFO - Epoch [170][100/940] lr: 1.553e-01, eta: 18:25:57, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3984, top5_acc: 0.6414, loss_cls: 2.7041, loss: 2.7041, grad_norm: 1.6309 2020-07-25 03:30:38,184 - mmaction - INFO - Epoch [170][120/940] lr: 1.553e-01, eta: 18:25:38, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.4084, top5_acc: 0.6543, loss_cls: 2.6483, loss: 2.6483, grad_norm: 1.5890 2020-07-25 03:30:51,057 - mmaction - INFO - Epoch [170][140/940] lr: 1.553e-01, eta: 18:25:18, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3908, top5_acc: 0.6441, loss_cls: 2.7246, loss: 2.7246, grad_norm: 1.6139 2020-07-25 03:31:04,414 - mmaction - INFO - Epoch [170][160/940] lr: 1.553e-01, eta: 18:24:58, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.4045, top5_acc: 0.6605, loss_cls: 2.6509, loss: 2.6509, grad_norm: 1.6191 2020-07-25 03:31:17,538 - mmaction - INFO - Epoch [170][180/940] lr: 1.553e-01, eta: 18:24:39, time: 0.656, data_time: 0.011, memory: 9569, top1_acc: 0.3895, top5_acc: 0.6449, loss_cls: 2.7237, loss: 2.7237, grad_norm: 1.6492 2020-07-25 03:31:30,696 - mmaction - INFO - Epoch [170][200/940] lr: 1.553e-01, eta: 18:24:19, time: 0.657, data_time: 0.001, memory: 9569, top1_acc: 0.4090, top5_acc: 0.6568, loss_cls: 2.6627, loss: 2.6627, grad_norm: 1.6262 2020-07-25 03:31:43,760 - mmaction - INFO - Epoch [170][220/940] lr: 1.553e-01, eta: 18:23:59, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3926, top5_acc: 0.6449, loss_cls: 2.6974, loss: 2.6974, grad_norm: 1.6537 2020-07-25 03:31:56,652 - mmaction - INFO - Epoch [170][240/940] lr: 1.553e-01, eta: 18:23:39, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4088, top5_acc: 0.6611, loss_cls: 2.6265, loss: 2.6265, grad_norm: 1.5977 2020-07-25 03:32:10,071 - mmaction - INFO - Epoch [170][260/940] lr: 1.553e-01, eta: 18:23:20, time: 0.670, data_time: 0.003, memory: 9569, top1_acc: 0.4039, top5_acc: 0.6553, loss_cls: 2.6885, loss: 2.6885, grad_norm: 1.6363 2020-07-25 03:32:23,425 - mmaction - INFO - Epoch [170][280/940] lr: 1.553e-01, eta: 18:23:00, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.3973, top5_acc: 0.6402, loss_cls: 2.7268, loss: 2.7268, grad_norm: 1.6369 2020-07-25 03:32:36,861 - mmaction - INFO - Epoch [170][300/940] lr: 1.553e-01, eta: 18:22:41, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.3896, top5_acc: 0.6420, loss_cls: 2.7128, loss: 2.7128, grad_norm: 1.6222 2020-07-25 03:32:49,806 - mmaction - INFO - Epoch [170][320/940] lr: 1.553e-01, eta: 18:22:21, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4039, top5_acc: 0.6463, loss_cls: 2.6824, loss: 2.6824, grad_norm: 1.5805 2020-07-25 03:33:02,802 - mmaction - INFO - Epoch [170][340/940] lr: 1.553e-01, eta: 18:22:01, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4082, top5_acc: 0.6545, loss_cls: 2.6609, loss: 2.6609, grad_norm: 1.6099 2020-07-25 03:33:15,783 - mmaction - INFO - Epoch [170][360/940] lr: 1.553e-01, eta: 18:21:41, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4086, top5_acc: 0.6562, loss_cls: 2.6496, loss: 2.6496, grad_norm: 1.6001 2020-07-25 03:33:28,705 - mmaction - INFO - Epoch [170][380/940] lr: 1.553e-01, eta: 18:21:21, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4049, top5_acc: 0.6572, loss_cls: 2.6638, loss: 2.6638, grad_norm: 1.6313 2020-07-25 03:33:42,657 - mmaction - INFO - Epoch [170][400/940] lr: 1.553e-01, eta: 18:21:02, time: 0.697, data_time: 0.002, memory: 9569, top1_acc: 0.4004, top5_acc: 0.6447, loss_cls: 2.7125, loss: 2.7125, grad_norm: 1.6233 2020-07-25 03:33:56,040 - mmaction - INFO - Epoch [170][420/940] lr: 1.553e-01, eta: 18:20:43, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.3865, top5_acc: 0.6459, loss_cls: 2.7430, loss: 2.7430, grad_norm: 1.6307 2020-07-25 03:34:09,422 - mmaction - INFO - Epoch [170][440/940] lr: 1.553e-01, eta: 18:20:23, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.3957, top5_acc: 0.6424, loss_cls: 2.7266, loss: 2.7266, grad_norm: 1.5956 2020-07-25 03:34:22,330 - mmaction - INFO - Epoch [170][460/940] lr: 1.553e-01, eta: 18:20:04, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.4088, top5_acc: 0.6623, loss_cls: 2.6877, loss: 2.6877, grad_norm: 1.5987 2020-07-25 03:34:35,199 - mmaction - INFO - Epoch [170][480/940] lr: 1.553e-01, eta: 18:19:44, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.3914, top5_acc: 0.6496, loss_cls: 2.6989, loss: 2.6989, grad_norm: 1.6416 2020-07-25 03:34:48,122 - mmaction - INFO - Epoch [170][500/940] lr: 1.553e-01, eta: 18:19:24, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4025, top5_acc: 0.6654, loss_cls: 2.6564, loss: 2.6564, grad_norm: 1.6123 2020-07-25 03:35:01,393 - mmaction - INFO - Epoch [170][520/940] lr: 1.553e-01, eta: 18:19:04, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.4033, top5_acc: 0.6498, loss_cls: 2.6925, loss: 2.6925, grad_norm: 1.6458 2020-07-25 03:35:14,369 - mmaction - INFO - Epoch [170][540/940] lr: 1.553e-01, eta: 18:18:44, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.3871, top5_acc: 0.6400, loss_cls: 2.7527, loss: 2.7527, grad_norm: 1.6215 2020-07-25 03:35:27,306 - mmaction - INFO - Epoch [170][560/940] lr: 1.553e-01, eta: 18:18:24, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4154, top5_acc: 0.6666, loss_cls: 2.6105, loss: 2.6105, grad_norm: 1.6053 2020-07-25 03:35:40,231 - mmaction - INFO - Epoch [170][580/940] lr: 1.553e-01, eta: 18:18:04, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3961, top5_acc: 0.6551, loss_cls: 2.6737, loss: 2.6737, grad_norm: 1.6460 2020-07-25 03:35:53,997 - mmaction - INFO - Epoch [170][600/940] lr: 1.553e-01, eta: 18:17:45, time: 0.688, data_time: 0.001, memory: 9569, top1_acc: 0.3891, top5_acc: 0.6439, loss_cls: 2.7231, loss: 2.7231, grad_norm: 1.6303 2020-07-25 03:36:06,901 - mmaction - INFO - Epoch [170][620/940] lr: 1.553e-01, eta: 18:17:26, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.3980, top5_acc: 0.6447, loss_cls: 2.6926, loss: 2.6926, grad_norm: 1.6056 2020-07-25 03:36:20,027 - mmaction - INFO - Epoch [170][640/940] lr: 1.553e-01, eta: 18:17:06, time: 0.657, data_time: 0.002, memory: 9569, top1_acc: 0.4012, top5_acc: 0.6479, loss_cls: 2.7214, loss: 2.7214, grad_norm: 1.6131 2020-07-25 03:36:32,967 - mmaction - INFO - Epoch [170][660/940] lr: 1.553e-01, eta: 18:16:46, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4072, top5_acc: 0.6424, loss_cls: 2.7000, loss: 2.7000, grad_norm: 1.6041 2020-07-25 03:36:46,080 - mmaction - INFO - Epoch [170][680/940] lr: 1.553e-01, eta: 18:16:26, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.3982, top5_acc: 0.6447, loss_cls: 2.7089, loss: 2.7089, grad_norm: 1.6472 2020-07-25 03:36:59,373 - mmaction - INFO - Epoch [170][700/940] lr: 1.553e-01, eta: 18:16:07, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.4123, top5_acc: 0.6561, loss_cls: 2.6721, loss: 2.6721, grad_norm: 1.6380 2020-07-25 03:37:12,398 - mmaction - INFO - Epoch [170][720/940] lr: 1.553e-01, eta: 18:15:47, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3943, top5_acc: 0.6469, loss_cls: 2.6904, loss: 2.6904, grad_norm: 1.6105 2020-07-25 03:37:25,649 - mmaction - INFO - Epoch [170][740/940] lr: 1.553e-01, eta: 18:15:28, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.3961, top5_acc: 0.6447, loss_cls: 2.6990, loss: 2.6990, grad_norm: 1.6257 2020-07-25 03:37:38,997 - mmaction - INFO - Epoch [170][760/940] lr: 1.553e-01, eta: 18:15:08, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.3971, top5_acc: 0.6535, loss_cls: 2.6608, loss: 2.6608, grad_norm: 1.6193 2020-07-25 03:37:51,934 - mmaction - INFO - Epoch [170][780/940] lr: 1.553e-01, eta: 18:14:48, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4012, top5_acc: 0.6432, loss_cls: 2.7032, loss: 2.7032, grad_norm: 1.6340 2020-07-25 03:38:04,890 - mmaction - INFO - Epoch [170][800/940] lr: 1.553e-01, eta: 18:14:28, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3998, top5_acc: 0.6348, loss_cls: 2.7388, loss: 2.7388, grad_norm: 1.6002 2020-07-25 03:38:18,516 - mmaction - INFO - Epoch [170][820/940] lr: 1.553e-01, eta: 18:14:09, time: 0.682, data_time: 0.002, memory: 9569, top1_acc: 0.3969, top5_acc: 0.6533, loss_cls: 2.6882, loss: 2.6882, grad_norm: 1.6538 2020-07-25 03:38:31,875 - mmaction - INFO - Epoch [170][840/940] lr: 1.553e-01, eta: 18:13:50, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.3971, top5_acc: 0.6426, loss_cls: 2.6916, loss: 2.6916, grad_norm: 1.6116 2020-07-25 03:38:45,362 - mmaction - INFO - Epoch [170][860/940] lr: 1.553e-01, eta: 18:13:31, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.4045, top5_acc: 0.6631, loss_cls: 2.6667, loss: 2.6667, grad_norm: 1.6197 2020-07-25 03:38:58,277 - mmaction - INFO - Epoch [170][880/940] lr: 1.553e-01, eta: 18:13:11, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.3865, top5_acc: 0.6387, loss_cls: 2.7611, loss: 2.7611, grad_norm: 1.6260 2020-07-25 03:39:11,363 - mmaction - INFO - Epoch [170][900/940] lr: 1.553e-01, eta: 18:12:51, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.3979, top5_acc: 0.6492, loss_cls: 2.7102, loss: 2.7102, grad_norm: 1.6126 2020-07-25 03:39:25,055 - mmaction - INFO - Epoch [170][920/940] lr: 1.553e-01, eta: 18:12:32, time: 0.685, data_time: 0.002, memory: 9569, top1_acc: 0.4018, top5_acc: 0.6500, loss_cls: 2.6971, loss: 2.6971, grad_norm: 1.6082 2020-07-25 03:39:37,197 - mmaction - INFO - Epoch [170][940/940] lr: 1.553e-01, eta: 18:12:12, time: 0.607, data_time: 0.001, memory: 9569, top1_acc: 0.4030, top5_acc: 0.6512, loss_cls: 2.6857, loss: 2.6857, grad_norm: 1.6338 2020-07-25 03:42:15,372 - mmaction - INFO - Epoch [171][20/940] lr: 1.521e-01, eta: 18:14:25, time: 7.618, data_time: 6.940, memory: 9569, top1_acc: 0.3951, top5_acc: 0.6449, loss_cls: 2.7214, loss: 2.7214, grad_norm: 1.6502 2020-07-25 03:42:28,571 - mmaction - INFO - Epoch [171][40/940] lr: 1.521e-01, eta: 18:14:06, time: 0.660, data_time: 0.003, memory: 9569, top1_acc: 0.4154, top5_acc: 0.6555, loss_cls: 2.6273, loss: 2.6273, grad_norm: 1.6089 2020-07-25 03:42:41,566 - mmaction - INFO - Epoch [171][60/940] lr: 1.521e-01, eta: 18:13:46, time: 0.651, data_time: 0.003, memory: 9569, top1_acc: 0.4154, top5_acc: 0.6600, loss_cls: 2.6133, loss: 2.6133, grad_norm: 1.6307 2020-07-25 03:42:55,374 - mmaction - INFO - Epoch [171][80/940] lr: 1.521e-01, eta: 18:13:27, time: 0.690, data_time: 0.002, memory: 9569, top1_acc: 0.4057, top5_acc: 0.6596, loss_cls: 2.6395, loss: 2.6395, grad_norm: 1.6383 2020-07-25 03:43:08,675 - mmaction - INFO - Epoch [171][100/940] lr: 1.521e-01, eta: 18:13:08, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.4139, top5_acc: 0.6639, loss_cls: 2.6146, loss: 2.6146, grad_norm: 1.6220 2020-07-25 03:43:22,023 - mmaction - INFO - Epoch [171][120/940] lr: 1.521e-01, eta: 18:12:48, time: 0.668, data_time: 0.003, memory: 9569, top1_acc: 0.4070, top5_acc: 0.6615, loss_cls: 2.6448, loss: 2.6448, grad_norm: 1.6206 2020-07-25 03:43:35,294 - mmaction - INFO - Epoch [171][140/940] lr: 1.521e-01, eta: 18:12:29, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.4037, top5_acc: 0.6586, loss_cls: 2.6479, loss: 2.6479, grad_norm: 1.6148 2020-07-25 03:43:48,517 - mmaction - INFO - Epoch [171][160/940] lr: 1.521e-01, eta: 18:12:09, time: 0.661, data_time: 0.002, memory: 9569, top1_acc: 0.4123, top5_acc: 0.6555, loss_cls: 2.6262, loss: 2.6262, grad_norm: 1.6199 2020-07-25 03:44:01,476 - mmaction - INFO - Epoch [171][180/940] lr: 1.521e-01, eta: 18:11:49, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.4088, top5_acc: 0.6508, loss_cls: 2.6556, loss: 2.6556, grad_norm: 1.6320 2020-07-25 03:44:14,367 - mmaction - INFO - Epoch [171][200/940] lr: 1.521e-01, eta: 18:11:29, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3990, top5_acc: 0.6500, loss_cls: 2.7026, loss: 2.7026, grad_norm: 1.6185 2020-07-25 03:44:27,325 - mmaction - INFO - Epoch [171][220/940] lr: 1.521e-01, eta: 18:11:09, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4133, top5_acc: 0.6604, loss_cls: 2.6214, loss: 2.6214, grad_norm: 1.6176 2020-07-25 03:44:40,225 - mmaction - INFO - Epoch [171][240/940] lr: 1.521e-01, eta: 18:10:50, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4053, top5_acc: 0.6459, loss_cls: 2.6655, loss: 2.6655, grad_norm: 1.6491 2020-07-25 03:44:53,193 - mmaction - INFO - Epoch [171][260/940] lr: 1.521e-01, eta: 18:10:30, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4141, top5_acc: 0.6617, loss_cls: 2.6260, loss: 2.6260, grad_norm: 1.6300 2020-07-25 03:45:06,657 - mmaction - INFO - Epoch [171][280/940] lr: 1.521e-01, eta: 18:10:10, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.3936, top5_acc: 0.6514, loss_cls: 2.7029, loss: 2.7029, grad_norm: 1.6490 2020-07-25 03:45:19,789 - mmaction - INFO - Epoch [171][300/940] lr: 1.521e-01, eta: 18:09:51, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.4002, top5_acc: 0.6467, loss_cls: 2.6947, loss: 2.6947, grad_norm: 1.6384 2020-07-25 03:45:33,123 - mmaction - INFO - Epoch [171][320/940] lr: 1.521e-01, eta: 18:09:31, time: 0.669, data_time: 0.003, memory: 9569, top1_acc: 0.4078, top5_acc: 0.6578, loss_cls: 2.6650, loss: 2.6650, grad_norm: 1.6152 2020-07-25 03:45:46,065 - mmaction - INFO - Epoch [171][340/940] lr: 1.521e-01, eta: 18:09:12, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4086, top5_acc: 0.6561, loss_cls: 2.6733, loss: 2.6733, grad_norm: 1.6030 2020-07-25 03:45:59,819 - mmaction - INFO - Epoch [171][360/940] lr: 1.521e-01, eta: 18:08:53, time: 0.687, data_time: 0.001, memory: 9569, top1_acc: 0.4008, top5_acc: 0.6455, loss_cls: 2.6800, loss: 2.6800, grad_norm: 1.6148 2020-07-25 03:46:12,857 - mmaction - INFO - Epoch [171][380/940] lr: 1.521e-01, eta: 18:08:33, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3887, top5_acc: 0.6496, loss_cls: 2.7271, loss: 2.7271, grad_norm: 1.6517 2020-07-25 03:46:25,819 - mmaction - INFO - Epoch [171][400/940] lr: 1.521e-01, eta: 18:08:13, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.4043, top5_acc: 0.6627, loss_cls: 2.6589, loss: 2.6589, grad_norm: 1.6517 2020-07-25 03:46:39,819 - mmaction - INFO - Epoch [171][420/940] lr: 1.521e-01, eta: 18:07:54, time: 0.701, data_time: 0.006, memory: 9569, top1_acc: 0.3988, top5_acc: 0.6502, loss_cls: 2.6834, loss: 2.6834, grad_norm: 1.6418 2020-07-25 03:46:52,799 - mmaction - INFO - Epoch [171][440/940] lr: 1.521e-01, eta: 18:07:35, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4105, top5_acc: 0.6617, loss_cls: 2.6179, loss: 2.6179, grad_norm: 1.6201 2020-07-25 03:47:06,899 - mmaction - INFO - Epoch [171][460/940] lr: 1.521e-01, eta: 18:07:16, time: 0.705, data_time: 0.002, memory: 9569, top1_acc: 0.4021, top5_acc: 0.6527, loss_cls: 2.6627, loss: 2.6627, grad_norm: 1.6625 2020-07-25 03:47:20,222 - mmaction - INFO - Epoch [171][480/940] lr: 1.521e-01, eta: 18:06:57, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.4119, top5_acc: 0.6596, loss_cls: 2.6508, loss: 2.6508, grad_norm: 1.6425 2020-07-25 03:47:33,263 - mmaction - INFO - Epoch [171][500/940] lr: 1.521e-01, eta: 18:06:37, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.4061, top5_acc: 0.6537, loss_cls: 2.6553, loss: 2.6553, grad_norm: 1.6281 2020-07-25 03:47:46,694 - mmaction - INFO - Epoch [171][520/940] lr: 1.521e-01, eta: 18:06:18, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.3904, top5_acc: 0.6492, loss_cls: 2.6977, loss: 2.6977, grad_norm: 1.6305 2020-07-25 03:47:59,694 - mmaction - INFO - Epoch [171][540/940] lr: 1.521e-01, eta: 18:05:58, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.3986, top5_acc: 0.6584, loss_cls: 2.6768, loss: 2.6768, grad_norm: 1.6447 2020-07-25 03:48:12,598 - mmaction - INFO - Epoch [171][560/940] lr: 1.521e-01, eta: 18:05:38, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4068, top5_acc: 0.6516, loss_cls: 2.6713, loss: 2.6713, grad_norm: 1.6308 2020-07-25 03:48:25,804 - mmaction - INFO - Epoch [171][580/940] lr: 1.521e-01, eta: 18:05:19, time: 0.662, data_time: 0.003, memory: 9569, top1_acc: 0.4057, top5_acc: 0.6611, loss_cls: 2.6455, loss: 2.6455, grad_norm: 1.6246 2020-07-25 03:48:39,425 - mmaction - INFO - Epoch [171][600/940] lr: 1.521e-01, eta: 18:05:00, time: 0.681, data_time: 0.004, memory: 9569, top1_acc: 0.3928, top5_acc: 0.6508, loss_cls: 2.6864, loss: 2.6864, grad_norm: 1.6924 2020-07-25 03:48:52,307 - mmaction - INFO - Epoch [171][620/940] lr: 1.521e-01, eta: 18:04:40, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4098, top5_acc: 0.6613, loss_cls: 2.6165, loss: 2.6165, grad_norm: 1.6375 2020-07-25 03:49:05,228 - mmaction - INFO - Epoch [171][640/940] lr: 1.521e-01, eta: 18:04:20, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4109, top5_acc: 0.6535, loss_cls: 2.6755, loss: 2.6755, grad_norm: 1.6506 2020-07-25 03:49:18,601 - mmaction - INFO - Epoch [171][660/940] lr: 1.521e-01, eta: 18:04:01, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.3928, top5_acc: 0.6467, loss_cls: 2.7009, loss: 2.7009, grad_norm: 1.6303 2020-07-25 03:49:31,481 - mmaction - INFO - Epoch [171][680/940] lr: 1.521e-01, eta: 18:03:41, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.3982, top5_acc: 0.6518, loss_cls: 2.6552, loss: 2.6552, grad_norm: 1.6323 2020-07-25 03:49:44,401 - mmaction - INFO - Epoch [171][700/940] lr: 1.521e-01, eta: 18:03:21, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4020, top5_acc: 0.6562, loss_cls: 2.6896, loss: 2.6896, grad_norm: 1.6669 2020-07-25 03:49:57,348 - mmaction - INFO - Epoch [171][720/940] lr: 1.521e-01, eta: 18:03:01, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3971, top5_acc: 0.6533, loss_cls: 2.6876, loss: 2.6876, grad_norm: 1.6281 2020-07-25 03:50:10,241 - mmaction - INFO - Epoch [171][740/940] lr: 1.521e-01, eta: 18:02:41, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.3990, top5_acc: 0.6572, loss_cls: 2.6609, loss: 2.6609, grad_norm: 1.6303 2020-07-25 03:50:23,171 - mmaction - INFO - Epoch [171][760/940] lr: 1.521e-01, eta: 18:02:22, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3836, top5_acc: 0.6430, loss_cls: 2.7291, loss: 2.7291, grad_norm: 1.6754 2020-07-25 03:50:36,844 - mmaction - INFO - Epoch [171][780/940] lr: 1.521e-01, eta: 18:02:03, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.4072, top5_acc: 0.6574, loss_cls: 2.6713, loss: 2.6713, grad_norm: 1.6560 2020-07-25 03:50:49,801 - mmaction - INFO - Epoch [171][800/940] lr: 1.521e-01, eta: 18:01:43, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3957, top5_acc: 0.6453, loss_cls: 2.7033, loss: 2.7033, grad_norm: 1.6614 2020-07-25 03:51:03,275 - mmaction - INFO - Epoch [171][820/940] lr: 1.521e-01, eta: 18:01:24, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.4059, top5_acc: 0.6605, loss_cls: 2.6541, loss: 2.6541, grad_norm: 1.6203 2020-07-25 03:51:16,244 - mmaction - INFO - Epoch [171][840/940] lr: 1.521e-01, eta: 18:01:04, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4061, top5_acc: 0.6488, loss_cls: 2.7117, loss: 2.7117, grad_norm: 1.6447 2020-07-25 03:51:30,350 - mmaction - INFO - Epoch [171][860/940] lr: 1.521e-01, eta: 18:00:45, time: 0.705, data_time: 0.002, memory: 9569, top1_acc: 0.3867, top5_acc: 0.6469, loss_cls: 2.7089, loss: 2.7089, grad_norm: 1.6840 2020-07-25 03:51:43,249 - mmaction - INFO - Epoch [171][880/940] lr: 1.521e-01, eta: 18:00:26, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4053, top5_acc: 0.6461, loss_cls: 2.6981, loss: 2.6981, grad_norm: 1.6250 2020-07-25 03:51:56,161 - mmaction - INFO - Epoch [171][900/940] lr: 1.521e-01, eta: 18:00:06, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.3889, top5_acc: 0.6422, loss_cls: 2.7236, loss: 2.7236, grad_norm: 1.6174 2020-07-25 03:52:10,585 - mmaction - INFO - Epoch [171][920/940] lr: 1.521e-01, eta: 17:59:48, time: 0.719, data_time: 0.001, memory: 9569, top1_acc: 0.4049, top5_acc: 0.6488, loss_cls: 2.6784, loss: 2.6784, grad_norm: 1.6520 2020-07-25 03:52:22,767 - mmaction - INFO - Epoch [171][940/940] lr: 1.521e-01, eta: 17:59:27, time: 0.611, data_time: 0.003, memory: 9569, top1_acc: 0.3853, top5_acc: 0.6390, loss_cls: 2.7437, loss: 2.7437, grad_norm: 1.6577 2020-07-25 03:54:38,614 - mmaction - INFO - Epoch [172][20/940] lr: 1.489e-01, eta: 18:01:14, time: 6.535, data_time: 5.446, memory: 9569, top1_acc: 0.3984, top5_acc: 0.6568, loss_cls: 2.6642, loss: 2.6642, grad_norm: 1.6259 2020-07-25 03:54:51,432 - mmaction - INFO - Epoch [172][40/940] lr: 1.489e-01, eta: 18:00:54, time: 0.640, data_time: 0.001, memory: 9569, top1_acc: 0.4102, top5_acc: 0.6557, loss_cls: 2.6575, loss: 2.6575, grad_norm: 1.6493 2020-07-25 03:55:04,264 - mmaction - INFO - Epoch [172][60/940] lr: 1.489e-01, eta: 18:00:34, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.4039, top5_acc: 0.6645, loss_cls: 2.6181, loss: 2.6181, grad_norm: 1.6258 2020-07-25 03:55:17,119 - mmaction - INFO - Epoch [172][80/940] lr: 1.489e-01, eta: 18:00:14, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4197, top5_acc: 0.6687, loss_cls: 2.6025, loss: 2.6025, grad_norm: 1.6325 2020-07-25 03:55:30,103 - mmaction - INFO - Epoch [172][100/940] lr: 1.489e-01, eta: 17:59:55, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4018, top5_acc: 0.6570, loss_cls: 2.6352, loss: 2.6352, grad_norm: 1.6313 2020-07-25 03:55:43,779 - mmaction - INFO - Epoch [172][120/940] lr: 1.489e-01, eta: 17:59:36, time: 0.684, data_time: 0.003, memory: 9569, top1_acc: 0.4086, top5_acc: 0.6686, loss_cls: 2.6067, loss: 2.6067, grad_norm: 1.6302 2020-07-25 03:55:56,873 - mmaction - INFO - Epoch [172][140/940] lr: 1.489e-01, eta: 17:59:16, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.4141, top5_acc: 0.6586, loss_cls: 2.6490, loss: 2.6490, grad_norm: 1.6277 2020-07-25 03:56:10,045 - mmaction - INFO - Epoch [172][160/940] lr: 1.489e-01, eta: 17:58:56, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.3896, top5_acc: 0.6510, loss_cls: 2.7123, loss: 2.7123, grad_norm: 1.6542 2020-07-25 03:56:23,502 - mmaction - INFO - Epoch [172][180/940] lr: 1.489e-01, eta: 17:58:37, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.4129, top5_acc: 0.6725, loss_cls: 2.5932, loss: 2.5932, grad_norm: 1.5848 2020-07-25 03:56:36,787 - mmaction - INFO - Epoch [172][200/940] lr: 1.489e-01, eta: 17:58:18, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.4074, top5_acc: 0.6539, loss_cls: 2.6763, loss: 2.6763, grad_norm: 1.6486 2020-07-25 03:56:50,939 - mmaction - INFO - Epoch [172][220/940] lr: 1.489e-01, eta: 17:57:59, time: 0.708, data_time: 0.011, memory: 9569, top1_acc: 0.4096, top5_acc: 0.6500, loss_cls: 2.6648, loss: 2.6648, grad_norm: 1.6375 2020-07-25 03:57:03,843 - mmaction - INFO - Epoch [172][240/940] lr: 1.489e-01, eta: 17:57:40, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4176, top5_acc: 0.6678, loss_cls: 2.6032, loss: 2.6032, grad_norm: 1.6227 2020-07-25 03:57:16,814 - mmaction - INFO - Epoch [172][260/940] lr: 1.489e-01, eta: 17:57:20, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4037, top5_acc: 0.6561, loss_cls: 2.6628, loss: 2.6628, grad_norm: 1.6630 2020-07-25 03:57:29,872 - mmaction - INFO - Epoch [172][280/940] lr: 1.489e-01, eta: 17:57:00, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.4117, top5_acc: 0.6654, loss_cls: 2.6291, loss: 2.6291, grad_norm: 1.6506 2020-07-25 03:57:43,780 - mmaction - INFO - Epoch [172][300/940] lr: 1.489e-01, eta: 17:56:42, time: 0.694, data_time: 0.001, memory: 9569, top1_acc: 0.4012, top5_acc: 0.6592, loss_cls: 2.6382, loss: 2.6382, grad_norm: 1.6334 2020-07-25 03:57:56,652 - mmaction - INFO - Epoch [172][320/940] lr: 1.489e-01, eta: 17:56:22, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4094, top5_acc: 0.6545, loss_cls: 2.6406, loss: 2.6406, grad_norm: 1.6328 2020-07-25 03:58:10,905 - mmaction - INFO - Epoch [172][340/940] lr: 1.489e-01, eta: 17:56:03, time: 0.711, data_time: 0.019, memory: 9569, top1_acc: 0.4035, top5_acc: 0.6488, loss_cls: 2.6681, loss: 2.6681, grad_norm: 1.6615 2020-07-25 03:58:23,798 - mmaction - INFO - Epoch [172][360/940] lr: 1.489e-01, eta: 17:55:44, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.4031, top5_acc: 0.6523, loss_cls: 2.6867, loss: 2.6867, grad_norm: 1.6464 2020-07-25 03:58:37,170 - mmaction - INFO - Epoch [172][380/940] lr: 1.489e-01, eta: 17:55:24, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.4156, top5_acc: 0.6596, loss_cls: 2.6230, loss: 2.6230, grad_norm: 1.6292 2020-07-25 03:58:50,124 - mmaction - INFO - Epoch [172][400/940] lr: 1.489e-01, eta: 17:55:05, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4027, top5_acc: 0.6516, loss_cls: 2.6976, loss: 2.6976, grad_norm: 1.6552 2020-07-25 03:59:03,152 - mmaction - INFO - Epoch [172][420/940] lr: 1.489e-01, eta: 17:54:45, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.3988, top5_acc: 0.6391, loss_cls: 2.6953, loss: 2.6953, grad_norm: 1.6406 2020-07-25 03:59:16,602 - mmaction - INFO - Epoch [172][440/940] lr: 1.489e-01, eta: 17:54:26, time: 0.672, data_time: 0.001, memory: 9569, top1_acc: 0.4129, top5_acc: 0.6574, loss_cls: 2.6184, loss: 2.6184, grad_norm: 1.6425 2020-07-25 03:59:29,586 - mmaction - INFO - Epoch [172][460/940] lr: 1.489e-01, eta: 17:54:06, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4096, top5_acc: 0.6508, loss_cls: 2.6748, loss: 2.6748, grad_norm: 1.6388 2020-07-25 03:59:42,913 - mmaction - INFO - Epoch [172][480/940] lr: 1.489e-01, eta: 17:53:47, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.4047, top5_acc: 0.6537, loss_cls: 2.6891, loss: 2.6891, grad_norm: 1.6490 2020-07-25 03:59:55,827 - mmaction - INFO - Epoch [172][500/940] lr: 1.489e-01, eta: 17:53:27, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4014, top5_acc: 0.6461, loss_cls: 2.6860, loss: 2.6860, grad_norm: 1.6482 2020-07-25 04:00:18,652 - mmaction - INFO - Epoch [172][520/940] lr: 1.489e-01, eta: 17:53:18, time: 1.138, data_time: 0.002, memory: 9569, top1_acc: 0.4105, top5_acc: 0.6641, loss_cls: 2.6138, loss: 2.6138, grad_norm: 1.6304 2020-07-25 04:00:31,883 - mmaction - INFO - Epoch [172][540/940] lr: 1.489e-01, eta: 17:52:58, time: 0.664, data_time: 0.010, memory: 9569, top1_acc: 0.4018, top5_acc: 0.6422, loss_cls: 2.7099, loss: 2.7099, grad_norm: 1.6532 2020-07-25 04:00:44,860 - mmaction - INFO - Epoch [172][560/940] lr: 1.489e-01, eta: 17:52:39, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3928, top5_acc: 0.6611, loss_cls: 2.6604, loss: 2.6604, grad_norm: 1.6255 2020-07-25 04:00:58,521 - mmaction - INFO - Epoch [172][580/940] lr: 1.489e-01, eta: 17:52:20, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.3971, top5_acc: 0.6488, loss_cls: 2.6835, loss: 2.6835, grad_norm: 1.6722 2020-07-25 04:01:11,745 - mmaction - INFO - Epoch [172][600/940] lr: 1.489e-01, eta: 17:52:00, time: 0.661, data_time: 0.002, memory: 9569, top1_acc: 0.3959, top5_acc: 0.6488, loss_cls: 2.6823, loss: 2.6823, grad_norm: 1.6419 2020-07-25 04:01:24,995 - mmaction - INFO - Epoch [172][620/940] lr: 1.489e-01, eta: 17:51:41, time: 0.663, data_time: 0.016, memory: 9569, top1_acc: 0.4033, top5_acc: 0.6547, loss_cls: 2.6771, loss: 2.6771, grad_norm: 1.6466 2020-07-25 04:01:38,404 - mmaction - INFO - Epoch [172][640/940] lr: 1.489e-01, eta: 17:51:22, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3875, top5_acc: 0.6459, loss_cls: 2.7077, loss: 2.7077, grad_norm: 1.6590 2020-07-25 04:01:51,310 - mmaction - INFO - Epoch [172][660/940] lr: 1.489e-01, eta: 17:51:02, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4006, top5_acc: 0.6473, loss_cls: 2.7004, loss: 2.7004, grad_norm: 1.6615 2020-07-25 04:02:04,287 - mmaction - INFO - Epoch [172][680/940] lr: 1.489e-01, eta: 17:50:43, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.3807, top5_acc: 0.6387, loss_cls: 2.7490, loss: 2.7490, grad_norm: 1.6490 2020-07-25 04:02:18,041 - mmaction - INFO - Epoch [172][700/940] lr: 1.489e-01, eta: 17:50:24, time: 0.688, data_time: 0.002, memory: 9569, top1_acc: 0.4096, top5_acc: 0.6533, loss_cls: 2.6640, loss: 2.6640, grad_norm: 1.6176 2020-07-25 04:02:30,948 - mmaction - INFO - Epoch [172][720/940] lr: 1.489e-01, eta: 17:50:04, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4164, top5_acc: 0.6562, loss_cls: 2.6306, loss: 2.6306, grad_norm: 1.6121 2020-07-25 04:02:44,344 - mmaction - INFO - Epoch [172][740/940] lr: 1.489e-01, eta: 17:49:45, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.4166, top5_acc: 0.6594, loss_cls: 2.6537, loss: 2.6537, grad_norm: 1.6471 2020-07-25 04:02:57,366 - mmaction - INFO - Epoch [172][760/940] lr: 1.489e-01, eta: 17:49:25, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4154, top5_acc: 0.6609, loss_cls: 2.6391, loss: 2.6391, grad_norm: 1.6443 2020-07-25 04:03:10,840 - mmaction - INFO - Epoch [172][780/940] lr: 1.489e-01, eta: 17:49:06, time: 0.675, data_time: 0.003, memory: 9569, top1_acc: 0.4002, top5_acc: 0.6525, loss_cls: 2.6551, loss: 2.6551, grad_norm: 1.6548 2020-07-25 04:03:24,205 - mmaction - INFO - Epoch [172][800/940] lr: 1.489e-01, eta: 17:48:47, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.3926, top5_acc: 0.6490, loss_cls: 2.6870, loss: 2.6870, grad_norm: 1.6864 2020-07-25 04:03:37,316 - mmaction - INFO - Epoch [172][820/940] lr: 1.489e-01, eta: 17:48:27, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.3912, top5_acc: 0.6475, loss_cls: 2.7129, loss: 2.7129, grad_norm: 1.6893 2020-07-25 04:03:50,270 - mmaction - INFO - Epoch [172][840/940] lr: 1.489e-01, eta: 17:48:08, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3961, top5_acc: 0.6510, loss_cls: 2.7118, loss: 2.7118, grad_norm: 1.6444 2020-07-25 04:04:03,228 - mmaction - INFO - Epoch [172][860/940] lr: 1.489e-01, eta: 17:47:48, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3936, top5_acc: 0.6479, loss_cls: 2.7314, loss: 2.7314, grad_norm: 1.6371 2020-07-25 04:04:16,234 - mmaction - INFO - Epoch [172][880/940] lr: 1.489e-01, eta: 17:47:29, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.4125, top5_acc: 0.6588, loss_cls: 2.6608, loss: 2.6608, grad_norm: 1.6257 2020-07-25 04:04:29,223 - mmaction - INFO - Epoch [172][900/940] lr: 1.489e-01, eta: 17:47:09, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4082, top5_acc: 0.6578, loss_cls: 2.6587, loss: 2.6587, grad_norm: 1.6702 2020-07-25 04:04:42,444 - mmaction - INFO - Epoch [172][920/940] lr: 1.489e-01, eta: 17:46:50, time: 0.661, data_time: 0.002, memory: 9569, top1_acc: 0.4113, top5_acc: 0.6523, loss_cls: 2.6615, loss: 2.6615, grad_norm: 1.6236 2020-07-25 04:04:55,076 - mmaction - INFO - Epoch [172][940/940] lr: 1.489e-01, eta: 17:46:30, time: 0.632, data_time: 0.001, memory: 9569, top1_acc: 0.4010, top5_acc: 0.6471, loss_cls: 2.6927, loss: 2.6927, grad_norm: 1.6662 2020-07-25 04:05:03,230 - mmaction - INFO - Saving checkpoint at 172 epochs 2020-07-25 04:07:16,521 - mmaction - INFO - Epoch [173][20/940] lr: 1.458e-01, eta: 17:48:15, time: 6.579, data_time: 5.869, memory: 9569, top1_acc: 0.4057, top5_acc: 0.6631, loss_cls: 2.6469, loss: 2.6469, grad_norm: 1.6546 2020-07-25 04:07:29,807 - mmaction - INFO - Epoch [173][40/940] lr: 1.458e-01, eta: 17:47:55, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.4049, top5_acc: 0.6562, loss_cls: 2.6566, loss: 2.6566, grad_norm: 1.6598 2020-07-25 04:07:42,646 - mmaction - INFO - Epoch [173][60/940] lr: 1.458e-01, eta: 17:47:35, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.4105, top5_acc: 0.6629, loss_cls: 2.6098, loss: 2.6098, grad_norm: 1.6332 2020-07-25 04:07:55,588 - mmaction - INFO - Epoch [173][80/940] lr: 1.458e-01, eta: 17:47:16, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4113, top5_acc: 0.6645, loss_cls: 2.5919, loss: 2.5919, grad_norm: 1.6925 2020-07-25 04:08:08,658 - mmaction - INFO - Epoch [173][100/940] lr: 1.458e-01, eta: 17:46:56, time: 0.653, data_time: 0.010, memory: 9569, top1_acc: 0.3977, top5_acc: 0.6467, loss_cls: 2.6742, loss: 2.6742, grad_norm: 1.6650 2020-07-25 04:08:21,501 - mmaction - INFO - Epoch [173][120/940] lr: 1.458e-01, eta: 17:46:36, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.4117, top5_acc: 0.6658, loss_cls: 2.6194, loss: 2.6194, grad_norm: 1.6524 2020-07-25 04:08:34,440 - mmaction - INFO - Epoch [173][140/940] lr: 1.458e-01, eta: 17:46:17, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4082, top5_acc: 0.6686, loss_cls: 2.6159, loss: 2.6159, grad_norm: 1.6561 2020-07-25 04:08:47,691 - mmaction - INFO - Epoch [173][160/940] lr: 1.458e-01, eta: 17:45:57, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.4195, top5_acc: 0.6549, loss_cls: 2.6077, loss: 2.6077, grad_norm: 1.6504 2020-07-25 04:09:00,544 - mmaction - INFO - Epoch [173][180/940] lr: 1.458e-01, eta: 17:45:38, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.4199, top5_acc: 0.6699, loss_cls: 2.5884, loss: 2.5884, grad_norm: 1.6820 2020-07-25 04:09:14,424 - mmaction - INFO - Epoch [173][200/940] lr: 1.458e-01, eta: 17:45:19, time: 0.695, data_time: 0.012, memory: 9569, top1_acc: 0.4059, top5_acc: 0.6549, loss_cls: 2.6632, loss: 2.6632, grad_norm: 1.7019 2020-07-25 04:09:28,160 - mmaction - INFO - Epoch [173][220/940] lr: 1.458e-01, eta: 17:45:00, time: 0.686, data_time: 0.001, memory: 9569, top1_acc: 0.4076, top5_acc: 0.6484, loss_cls: 2.6851, loss: 2.6851, grad_norm: 1.6351 2020-07-25 04:09:41,034 - mmaction - INFO - Epoch [173][240/940] lr: 1.458e-01, eta: 17:44:40, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.3998, top5_acc: 0.6564, loss_cls: 2.6794, loss: 2.6794, grad_norm: 1.6442 2020-07-25 04:09:54,522 - mmaction - INFO - Epoch [173][260/940] lr: 1.458e-01, eta: 17:44:21, time: 0.674, data_time: 0.001, memory: 9569, top1_acc: 0.4041, top5_acc: 0.6621, loss_cls: 2.6394, loss: 2.6394, grad_norm: 1.6690 2020-07-25 04:10:07,464 - mmaction - INFO - Epoch [173][280/940] lr: 1.458e-01, eta: 17:44:02, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4076, top5_acc: 0.6568, loss_cls: 2.6730, loss: 2.6730, grad_norm: 1.6863 2020-07-25 04:10:20,384 - mmaction - INFO - Epoch [173][300/940] lr: 1.458e-01, eta: 17:43:42, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4223, top5_acc: 0.6687, loss_cls: 2.5893, loss: 2.5893, grad_norm: 1.6465 2020-07-25 04:10:33,284 - mmaction - INFO - Epoch [173][320/940] lr: 1.458e-01, eta: 17:43:22, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4066, top5_acc: 0.6580, loss_cls: 2.6571, loss: 2.6571, grad_norm: 1.6679 2020-07-25 04:10:46,857 - mmaction - INFO - Epoch [173][340/940] lr: 1.458e-01, eta: 17:43:03, time: 0.678, data_time: 0.001, memory: 9569, top1_acc: 0.4057, top5_acc: 0.6580, loss_cls: 2.6420, loss: 2.6420, grad_norm: 1.6651 2020-07-25 04:10:59,724 - mmaction - INFO - Epoch [173][360/940] lr: 1.458e-01, eta: 17:42:43, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4078, top5_acc: 0.6600, loss_cls: 2.6432, loss: 2.6432, grad_norm: 1.6568 2020-07-25 04:11:12,685 - mmaction - INFO - Epoch [173][380/940] lr: 1.458e-01, eta: 17:42:24, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4109, top5_acc: 0.6512, loss_cls: 2.6463, loss: 2.6463, grad_norm: 1.6410 2020-07-25 04:11:26,154 - mmaction - INFO - Epoch [173][400/940] lr: 1.458e-01, eta: 17:42:05, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.4150, top5_acc: 0.6578, loss_cls: 2.6182, loss: 2.6182, grad_norm: 1.6471 2020-07-25 04:11:39,451 - mmaction - INFO - Epoch [173][420/940] lr: 1.458e-01, eta: 17:41:45, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.4064, top5_acc: 0.6514, loss_cls: 2.6636, loss: 2.6636, grad_norm: 1.6922 2020-07-25 04:11:52,371 - mmaction - INFO - Epoch [173][440/940] lr: 1.458e-01, eta: 17:41:26, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4148, top5_acc: 0.6637, loss_cls: 2.6138, loss: 2.6138, grad_norm: 1.6673 2020-07-25 04:12:06,640 - mmaction - INFO - Epoch [173][460/940] lr: 1.458e-01, eta: 17:41:08, time: 0.713, data_time: 0.002, memory: 9569, top1_acc: 0.4047, top5_acc: 0.6492, loss_cls: 2.6902, loss: 2.6902, grad_norm: 1.6649 2020-07-25 04:12:19,917 - mmaction - INFO - Epoch [173][480/940] lr: 1.458e-01, eta: 17:40:48, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.4043, top5_acc: 0.6666, loss_cls: 2.6539, loss: 2.6539, grad_norm: 1.6791 2020-07-25 04:12:33,191 - mmaction - INFO - Epoch [173][500/940] lr: 1.458e-01, eta: 17:40:29, time: 0.665, data_time: 0.003, memory: 9569, top1_acc: 0.4055, top5_acc: 0.6541, loss_cls: 2.6803, loss: 2.6803, grad_norm: 1.6782 2020-07-25 04:12:46,353 - mmaction - INFO - Epoch [173][520/940] lr: 1.458e-01, eta: 17:40:10, time: 0.657, data_time: 0.001, memory: 9569, top1_acc: 0.4076, top5_acc: 0.6506, loss_cls: 2.6541, loss: 2.6541, grad_norm: 1.6335 2020-07-25 04:12:59,925 - mmaction - INFO - Epoch [173][540/940] lr: 1.458e-01, eta: 17:39:51, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.4170, top5_acc: 0.6570, loss_cls: 2.6588, loss: 2.6588, grad_norm: 1.6429 2020-07-25 04:13:12,961 - mmaction - INFO - Epoch [173][560/940] lr: 1.458e-01, eta: 17:39:31, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.4076, top5_acc: 0.6533, loss_cls: 2.6565, loss: 2.6565, grad_norm: 1.6590 2020-07-25 04:13:25,908 - mmaction - INFO - Epoch [173][580/940] lr: 1.458e-01, eta: 17:39:12, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4176, top5_acc: 0.6635, loss_cls: 2.6382, loss: 2.6382, grad_norm: 1.6726 2020-07-25 04:13:38,996 - mmaction - INFO - Epoch [173][600/940] lr: 1.458e-01, eta: 17:38:52, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.4002, top5_acc: 0.6496, loss_cls: 2.6834, loss: 2.6834, grad_norm: 1.6827 2020-07-25 04:13:51,911 - mmaction - INFO - Epoch [173][620/940] lr: 1.458e-01, eta: 17:38:33, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4092, top5_acc: 0.6562, loss_cls: 2.6625, loss: 2.6625, grad_norm: 1.6459 2020-07-25 04:14:05,411 - mmaction - INFO - Epoch [173][640/940] lr: 1.458e-01, eta: 17:38:13, time: 0.675, data_time: 0.001, memory: 9569, top1_acc: 0.4043, top5_acc: 0.6547, loss_cls: 2.6522, loss: 2.6522, grad_norm: 1.6550 2020-07-25 04:14:18,525 - mmaction - INFO - Epoch [173][660/940] lr: 1.458e-01, eta: 17:37:54, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.4049, top5_acc: 0.6627, loss_cls: 2.6468, loss: 2.6468, grad_norm: 1.6910 2020-07-25 04:14:31,476 - mmaction - INFO - Epoch [173][680/940] lr: 1.458e-01, eta: 17:37:34, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.3939, top5_acc: 0.6580, loss_cls: 2.6833, loss: 2.6833, grad_norm: 1.6427 2020-07-25 04:14:44,522 - mmaction - INFO - Epoch [173][700/940] lr: 1.458e-01, eta: 17:37:15, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.3949, top5_acc: 0.6582, loss_cls: 2.6656, loss: 2.6656, grad_norm: 1.6592 2020-07-25 04:14:57,438 - mmaction - INFO - Epoch [173][720/940] lr: 1.458e-01, eta: 17:36:55, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4055, top5_acc: 0.6566, loss_cls: 2.6737, loss: 2.6737, grad_norm: 1.6343 2020-07-25 04:15:10,799 - mmaction - INFO - Epoch [173][740/940] lr: 1.458e-01, eta: 17:36:36, time: 0.669, data_time: 0.003, memory: 9569, top1_acc: 0.4049, top5_acc: 0.6510, loss_cls: 2.6962, loss: 2.6962, grad_norm: 1.6780 2020-07-25 04:15:23,968 - mmaction - INFO - Epoch [173][760/940] lr: 1.458e-01, eta: 17:36:17, time: 0.658, data_time: 0.001, memory: 9569, top1_acc: 0.4033, top5_acc: 0.6543, loss_cls: 2.6864, loss: 2.6864, grad_norm: 1.6505 2020-07-25 04:15:36,858 - mmaction - INFO - Epoch [173][780/940] lr: 1.458e-01, eta: 17:35:57, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4066, top5_acc: 0.6605, loss_cls: 2.6500, loss: 2.6500, grad_norm: 1.6292 2020-07-25 04:15:49,786 - mmaction - INFO - Epoch [173][800/940] lr: 1.458e-01, eta: 17:35:38, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4146, top5_acc: 0.6607, loss_cls: 2.6369, loss: 2.6369, grad_norm: 1.6290 2020-07-25 04:16:02,664 - mmaction - INFO - Epoch [173][820/940] lr: 1.458e-01, eta: 17:35:18, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4080, top5_acc: 0.6574, loss_cls: 2.6592, loss: 2.6592, grad_norm: 1.6963 2020-07-25 04:16:15,595 - mmaction - INFO - Epoch [173][840/940] lr: 1.458e-01, eta: 17:34:59, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.3977, top5_acc: 0.6447, loss_cls: 2.7044, loss: 2.7044, grad_norm: 1.6988 2020-07-25 04:16:29,373 - mmaction - INFO - Epoch [173][860/940] lr: 1.458e-01, eta: 17:34:40, time: 0.688, data_time: 0.002, memory: 9569, top1_acc: 0.3941, top5_acc: 0.6461, loss_cls: 2.6847, loss: 2.6847, grad_norm: 1.6688 2020-07-25 04:16:42,481 - mmaction - INFO - Epoch [173][880/940] lr: 1.458e-01, eta: 17:34:20, time: 0.656, data_time: 0.004, memory: 9569, top1_acc: 0.4074, top5_acc: 0.6553, loss_cls: 2.6666, loss: 2.6666, grad_norm: 1.6664 2020-07-25 04:16:55,846 - mmaction - INFO - Epoch [173][900/940] lr: 1.458e-01, eta: 17:34:01, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.4012, top5_acc: 0.6553, loss_cls: 2.6835, loss: 2.6835, grad_norm: 1.6697 2020-07-25 04:17:08,808 - mmaction - INFO - Epoch [173][920/940] lr: 1.458e-01, eta: 17:33:42, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4066, top5_acc: 0.6520, loss_cls: 2.6502, loss: 2.6502, grad_norm: 1.6458 2020-07-25 04:17:21,005 - mmaction - INFO - Epoch [173][940/940] lr: 1.458e-01, eta: 17:33:21, time: 0.611, data_time: 0.002, memory: 9569, top1_acc: 0.4115, top5_acc: 0.6544, loss_cls: 2.6289, loss: 2.6289, grad_norm: 1.6672 2020-07-25 04:19:30,070 - mmaction - INFO - Epoch [174][20/940] lr: 1.426e-01, eta: 17:34:57, time: 6.248, data_time: 5.541, memory: 9569, top1_acc: 0.4053, top5_acc: 0.6553, loss_cls: 2.6520, loss: 2.6520, grad_norm: 1.6972 2020-07-25 04:19:43,244 - mmaction - INFO - Epoch [174][40/940] lr: 1.426e-01, eta: 17:34:37, time: 0.658, data_time: 0.001, memory: 9569, top1_acc: 0.4174, top5_acc: 0.6607, loss_cls: 2.6272, loss: 2.6272, grad_norm: 1.6728 2020-07-25 04:19:56,361 - mmaction - INFO - Epoch [174][60/940] lr: 1.426e-01, eta: 17:34:18, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.4146, top5_acc: 0.6676, loss_cls: 2.6041, loss: 2.6041, grad_norm: 1.6699 2020-07-25 04:20:09,676 - mmaction - INFO - Epoch [174][80/940] lr: 1.426e-01, eta: 17:33:59, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.4078, top5_acc: 0.6543, loss_cls: 2.6719, loss: 2.6719, grad_norm: 1.6674 2020-07-25 04:20:22,543 - mmaction - INFO - Epoch [174][100/940] lr: 1.426e-01, eta: 17:33:39, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4158, top5_acc: 0.6676, loss_cls: 2.6012, loss: 2.6012, grad_norm: 1.6262 2020-07-25 04:20:35,456 - mmaction - INFO - Epoch [174][120/940] lr: 1.426e-01, eta: 17:33:19, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4131, top5_acc: 0.6654, loss_cls: 2.6185, loss: 2.6185, grad_norm: 1.6734 2020-07-25 04:20:48,870 - mmaction - INFO - Epoch [174][140/940] lr: 1.426e-01, eta: 17:33:00, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.4211, top5_acc: 0.6771, loss_cls: 2.5682, loss: 2.5682, grad_norm: 1.6776 2020-07-25 04:21:02,103 - mmaction - INFO - Epoch [174][160/940] lr: 1.426e-01, eta: 17:32:41, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.4119, top5_acc: 0.6725, loss_cls: 2.6145, loss: 2.6145, grad_norm: 1.6720 2020-07-25 04:21:15,036 - mmaction - INFO - Epoch [174][180/940] lr: 1.426e-01, eta: 17:32:21, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4141, top5_acc: 0.6605, loss_cls: 2.6050, loss: 2.6050, grad_norm: 1.6583 2020-07-25 04:21:27,968 - mmaction - INFO - Epoch [174][200/940] lr: 1.426e-01, eta: 17:32:02, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4170, top5_acc: 0.6527, loss_cls: 2.6305, loss: 2.6305, grad_norm: 1.6667 2020-07-25 04:21:41,208 - mmaction - INFO - Epoch [174][220/940] lr: 1.426e-01, eta: 17:31:43, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.4121, top5_acc: 0.6498, loss_cls: 2.6707, loss: 2.6707, grad_norm: 1.6556 2020-07-25 04:21:54,224 - mmaction - INFO - Epoch [174][240/940] lr: 1.426e-01, eta: 17:31:23, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4189, top5_acc: 0.6682, loss_cls: 2.5737, loss: 2.5737, grad_norm: 1.6312 2020-07-25 04:22:07,128 - mmaction - INFO - Epoch [174][260/940] lr: 1.426e-01, eta: 17:31:04, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4207, top5_acc: 0.6652, loss_cls: 2.5705, loss: 2.5705, grad_norm: 1.6841 2020-07-25 04:22:20,088 - mmaction - INFO - Epoch [174][280/940] lr: 1.426e-01, eta: 17:30:44, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4070, top5_acc: 0.6580, loss_cls: 2.6192, loss: 2.6192, grad_norm: 1.7017 2020-07-25 04:22:33,028 - mmaction - INFO - Epoch [174][300/940] lr: 1.426e-01, eta: 17:30:24, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4145, top5_acc: 0.6615, loss_cls: 2.6206, loss: 2.6206, grad_norm: 1.6743 2020-07-25 04:22:45,934 - mmaction - INFO - Epoch [174][320/940] lr: 1.426e-01, eta: 17:30:05, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4045, top5_acc: 0.6551, loss_cls: 2.6608, loss: 2.6608, grad_norm: 1.7097 2020-07-25 04:22:59,153 - mmaction - INFO - Epoch [174][340/940] lr: 1.426e-01, eta: 17:29:46, time: 0.661, data_time: 0.002, memory: 9569, top1_acc: 0.4059, top5_acc: 0.6539, loss_cls: 2.6657, loss: 2.6657, grad_norm: 1.6527 2020-07-25 04:23:12,026 - mmaction - INFO - Epoch [174][360/940] lr: 1.426e-01, eta: 17:29:26, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4168, top5_acc: 0.6617, loss_cls: 2.6198, loss: 2.6198, grad_norm: 1.6467 2020-07-25 04:23:24,886 - mmaction - INFO - Epoch [174][380/940] lr: 1.426e-01, eta: 17:29:06, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4066, top5_acc: 0.6609, loss_cls: 2.6271, loss: 2.6271, grad_norm: 1.6973 2020-07-25 04:23:37,760 - mmaction - INFO - Epoch [174][400/940] lr: 1.426e-01, eta: 17:28:47, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4119, top5_acc: 0.6580, loss_cls: 2.6431, loss: 2.6431, grad_norm: 1.6516 2020-07-25 04:23:51,142 - mmaction - INFO - Epoch [174][420/940] lr: 1.426e-01, eta: 17:28:28, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.4059, top5_acc: 0.6613, loss_cls: 2.6582, loss: 2.6582, grad_norm: 1.6802 2020-07-25 04:24:04,704 - mmaction - INFO - Epoch [174][440/940] lr: 1.426e-01, eta: 17:28:09, time: 0.679, data_time: 0.003, memory: 9569, top1_acc: 0.4125, top5_acc: 0.6609, loss_cls: 2.6106, loss: 2.6106, grad_norm: 1.6811 2020-07-25 04:24:17,611 - mmaction - INFO - Epoch [174][460/940] lr: 1.426e-01, eta: 17:27:49, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.4201, top5_acc: 0.6715, loss_cls: 2.5639, loss: 2.5639, grad_norm: 1.6706 2020-07-25 04:24:31,161 - mmaction - INFO - Epoch [174][480/940] lr: 1.426e-01, eta: 17:27:30, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.4039, top5_acc: 0.6514, loss_cls: 2.6697, loss: 2.6697, grad_norm: 1.6793 2020-07-25 04:24:44,161 - mmaction - INFO - Epoch [174][500/940] lr: 1.426e-01, eta: 17:27:11, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.3982, top5_acc: 0.6625, loss_cls: 2.6656, loss: 2.6656, grad_norm: 1.6518 2020-07-25 04:24:57,248 - mmaction - INFO - Epoch [174][520/940] lr: 1.426e-01, eta: 17:26:51, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.4152, top5_acc: 0.6670, loss_cls: 2.6140, loss: 2.6140, grad_norm: 1.6658 2020-07-25 04:25:10,109 - mmaction - INFO - Epoch [174][540/940] lr: 1.426e-01, eta: 17:26:32, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.4031, top5_acc: 0.6559, loss_cls: 2.6779, loss: 2.6779, grad_norm: 1.6800 2020-07-25 04:25:23,054 - mmaction - INFO - Epoch [174][560/940] lr: 1.426e-01, eta: 17:26:12, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4143, top5_acc: 0.6588, loss_cls: 2.6263, loss: 2.6263, grad_norm: 1.6403 2020-07-25 04:25:35,969 - mmaction - INFO - Epoch [174][580/940] lr: 1.426e-01, eta: 17:25:53, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4146, top5_acc: 0.6570, loss_cls: 2.6497, loss: 2.6497, grad_norm: 1.6846 2020-07-25 04:25:48,884 - mmaction - INFO - Epoch [174][600/940] lr: 1.426e-01, eta: 17:25:33, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4123, top5_acc: 0.6617, loss_cls: 2.6359, loss: 2.6359, grad_norm: 1.6868 2020-07-25 04:26:01,806 - mmaction - INFO - Epoch [174][620/940] lr: 1.426e-01, eta: 17:25:14, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4113, top5_acc: 0.6617, loss_cls: 2.6132, loss: 2.6132, grad_norm: 1.6498 2020-07-25 04:26:14,761 - mmaction - INFO - Epoch [174][640/940] lr: 1.426e-01, eta: 17:24:54, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4113, top5_acc: 0.6646, loss_cls: 2.6160, loss: 2.6160, grad_norm: 1.6938 2020-07-25 04:26:27,635 - mmaction - INFO - Epoch [174][660/940] lr: 1.426e-01, eta: 17:24:35, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4092, top5_acc: 0.6652, loss_cls: 2.6267, loss: 2.6267, grad_norm: 1.6949 2020-07-25 04:26:40,947 - mmaction - INFO - Epoch [174][680/940] lr: 1.426e-01, eta: 17:24:16, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.4168, top5_acc: 0.6617, loss_cls: 2.6260, loss: 2.6260, grad_norm: 1.6804 2020-07-25 04:26:53,893 - mmaction - INFO - Epoch [174][700/940] lr: 1.426e-01, eta: 17:23:56, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.3988, top5_acc: 0.6576, loss_cls: 2.6524, loss: 2.6524, grad_norm: 1.6784 2020-07-25 04:27:06,822 - mmaction - INFO - Epoch [174][720/940] lr: 1.426e-01, eta: 17:23:37, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4041, top5_acc: 0.6559, loss_cls: 2.6687, loss: 2.6687, grad_norm: 1.7072 2020-07-25 04:27:20,125 - mmaction - INFO - Epoch [174][740/940] lr: 1.426e-01, eta: 17:23:18, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.4059, top5_acc: 0.6566, loss_cls: 2.6468, loss: 2.6468, grad_norm: 1.6794 2020-07-25 04:27:33,318 - mmaction - INFO - Epoch [174][760/940] lr: 1.426e-01, eta: 17:22:58, time: 0.660, data_time: 0.002, memory: 9569, top1_acc: 0.4068, top5_acc: 0.6488, loss_cls: 2.6896, loss: 2.6896, grad_norm: 1.6691 2020-07-25 04:27:46,273 - mmaction - INFO - Epoch [174][780/940] lr: 1.426e-01, eta: 17:22:39, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.3947, top5_acc: 0.6580, loss_cls: 2.6798, loss: 2.6798, grad_norm: 1.6817 2020-07-25 04:27:59,681 - mmaction - INFO - Epoch [174][800/940] lr: 1.426e-01, eta: 17:22:20, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.4090, top5_acc: 0.6535, loss_cls: 2.6355, loss: 2.6355, grad_norm: 1.6580 2020-07-25 04:28:13,475 - mmaction - INFO - Epoch [174][820/940] lr: 1.426e-01, eta: 17:22:01, time: 0.688, data_time: 0.002, memory: 9569, top1_acc: 0.3984, top5_acc: 0.6521, loss_cls: 2.6818, loss: 2.6818, grad_norm: 1.6908 2020-07-25 04:28:29,286 - mmaction - INFO - Epoch [174][840/940] lr: 1.426e-01, eta: 17:21:45, time: 0.790, data_time: 0.055, memory: 9569, top1_acc: 0.4168, top5_acc: 0.6637, loss_cls: 2.6245, loss: 2.6245, grad_norm: 1.6601 2020-07-25 04:28:48,023 - mmaction - INFO - Epoch [174][860/940] lr: 1.426e-01, eta: 17:21:31, time: 0.939, data_time: 0.020, memory: 9569, top1_acc: 0.4061, top5_acc: 0.6576, loss_cls: 2.6632, loss: 2.6632, grad_norm: 1.6891 2020-07-25 04:29:02,044 - mmaction - INFO - Epoch [174][880/940] lr: 1.426e-01, eta: 17:21:13, time: 0.700, data_time: 0.012, memory: 9569, top1_acc: 0.4061, top5_acc: 0.6471, loss_cls: 2.6932, loss: 2.6932, grad_norm: 1.6968 2020-07-25 04:29:15,438 - mmaction - INFO - Epoch [174][900/940] lr: 1.426e-01, eta: 17:20:54, time: 0.671, data_time: 0.004, memory: 9569, top1_acc: 0.4104, top5_acc: 0.6596, loss_cls: 2.6289, loss: 2.6289, grad_norm: 1.7076 2020-07-25 04:29:28,793 - mmaction - INFO - Epoch [174][920/940] lr: 1.426e-01, eta: 17:20:35, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.4041, top5_acc: 0.6500, loss_cls: 2.6773, loss: 2.6773, grad_norm: 1.6619 2020-07-25 04:29:40,919 - mmaction - INFO - Epoch [174][940/940] lr: 1.426e-01, eta: 17:20:14, time: 0.608, data_time: 0.002, memory: 9569, top1_acc: 0.3987, top5_acc: 0.6441, loss_cls: 2.7099, loss: 2.7099, grad_norm: 1.7034 2020-07-25 04:33:16,132 - mmaction - INFO - Epoch [175][20/940] lr: 1.395e-01, eta: 17:23:12, time: 10.525, data_time: 9.804, memory: 9569, top1_acc: 0.4180, top5_acc: 0.6641, loss_cls: 2.6131, loss: 2.6131, grad_norm: 1.6601 2020-07-25 04:33:29,377 - mmaction - INFO - Epoch [175][40/940] lr: 1.395e-01, eta: 17:22:53, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.4232, top5_acc: 0.6625, loss_cls: 2.6123, loss: 2.6123, grad_norm: 1.6696 2020-07-25 04:33:42,307 - mmaction - INFO - Epoch [175][60/940] lr: 1.395e-01, eta: 17:22:34, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4088, top5_acc: 0.6584, loss_cls: 2.6206, loss: 2.6206, grad_norm: 1.6730 2020-07-25 04:33:55,500 - mmaction - INFO - Epoch [175][80/940] lr: 1.395e-01, eta: 17:22:14, time: 0.660, data_time: 0.002, memory: 9569, top1_acc: 0.4139, top5_acc: 0.6596, loss_cls: 2.6166, loss: 2.6166, grad_norm: 1.6921 2020-07-25 04:34:08,369 - mmaction - INFO - Epoch [175][100/940] lr: 1.395e-01, eta: 17:21:55, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4193, top5_acc: 0.6613, loss_cls: 2.5903, loss: 2.5903, grad_norm: 1.6871 2020-07-25 04:34:21,253 - mmaction - INFO - Epoch [175][120/940] lr: 1.395e-01, eta: 17:21:35, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4184, top5_acc: 0.6621, loss_cls: 2.6068, loss: 2.6068, grad_norm: 1.6865 2020-07-25 04:34:34,186 - mmaction - INFO - Epoch [175][140/940] lr: 1.395e-01, eta: 17:21:16, time: 0.647, data_time: 0.004, memory: 9569, top1_acc: 0.4059, top5_acc: 0.6625, loss_cls: 2.6606, loss: 2.6606, grad_norm: 1.6947 2020-07-25 04:34:47,127 - mmaction - INFO - Epoch [175][160/940] lr: 1.395e-01, eta: 17:20:56, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4125, top5_acc: 0.6715, loss_cls: 2.6052, loss: 2.6052, grad_norm: 1.6564 2020-07-25 04:35:00,009 - mmaction - INFO - Epoch [175][180/940] lr: 1.395e-01, eta: 17:20:36, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4066, top5_acc: 0.6678, loss_cls: 2.6330, loss: 2.6330, grad_norm: 1.6933 2020-07-25 04:35:12,916 - mmaction - INFO - Epoch [175][200/940] lr: 1.395e-01, eta: 17:20:17, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4078, top5_acc: 0.6500, loss_cls: 2.6690, loss: 2.6690, grad_norm: 1.6931 2020-07-25 04:35:25,886 - mmaction - INFO - Epoch [175][220/940] lr: 1.395e-01, eta: 17:19:57, time: 0.649, data_time: 0.004, memory: 9569, top1_acc: 0.4275, top5_acc: 0.6611, loss_cls: 2.6031, loss: 2.6031, grad_norm: 1.7062 2020-07-25 04:35:38,775 - mmaction - INFO - Epoch [175][240/940] lr: 1.395e-01, eta: 17:19:38, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4096, top5_acc: 0.6496, loss_cls: 2.6564, loss: 2.6564, grad_norm: 1.6862 2020-07-25 04:35:51,673 - mmaction - INFO - Epoch [175][260/940] lr: 1.395e-01, eta: 17:19:18, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4125, top5_acc: 0.6623, loss_cls: 2.6309, loss: 2.6309, grad_norm: 1.7003 2020-07-25 04:36:05,059 - mmaction - INFO - Epoch [175][280/940] lr: 1.395e-01, eta: 17:18:59, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.4061, top5_acc: 0.6635, loss_cls: 2.6143, loss: 2.6143, grad_norm: 1.7153 2020-07-25 04:36:18,111 - mmaction - INFO - Epoch [175][300/940] lr: 1.395e-01, eta: 17:18:40, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.4148, top5_acc: 0.6734, loss_cls: 2.5940, loss: 2.5940, grad_norm: 1.7047 2020-07-25 04:36:31,753 - mmaction - INFO - Epoch [175][320/940] lr: 1.395e-01, eta: 17:18:21, time: 0.680, data_time: 0.001, memory: 9569, top1_acc: 0.4146, top5_acc: 0.6541, loss_cls: 2.6692, loss: 2.6692, grad_norm: 1.7008 2020-07-25 04:36:44,831 - mmaction - INFO - Epoch [175][340/940] lr: 1.395e-01, eta: 17:18:02, time: 0.655, data_time: 0.003, memory: 9569, top1_acc: 0.4227, top5_acc: 0.6703, loss_cls: 2.6093, loss: 2.6093, grad_norm: 1.7028 2020-07-25 04:36:58,189 - mmaction - INFO - Epoch [175][360/940] lr: 1.395e-01, eta: 17:17:43, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.4197, top5_acc: 0.6687, loss_cls: 2.5900, loss: 2.5900, grad_norm: 1.7221 2020-07-25 04:37:11,069 - mmaction - INFO - Epoch [175][380/940] lr: 1.395e-01, eta: 17:17:23, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4021, top5_acc: 0.6545, loss_cls: 2.6861, loss: 2.6861, grad_norm: 1.7183 2020-07-25 04:37:24,204 - mmaction - INFO - Epoch [175][400/940] lr: 1.395e-01, eta: 17:17:04, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.4066, top5_acc: 0.6533, loss_cls: 2.6475, loss: 2.6475, grad_norm: 1.6815 2020-07-25 04:37:37,201 - mmaction - INFO - Epoch [175][420/940] lr: 1.395e-01, eta: 17:16:44, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4174, top5_acc: 0.6586, loss_cls: 2.6370, loss: 2.6370, grad_norm: 1.6702 2020-07-25 04:37:50,061 - mmaction - INFO - Epoch [175][440/940] lr: 1.395e-01, eta: 17:16:25, time: 0.644, data_time: 0.003, memory: 9569, top1_acc: 0.4107, top5_acc: 0.6471, loss_cls: 2.6583, loss: 2.6583, grad_norm: 1.6920 2020-07-25 04:38:03,006 - mmaction - INFO - Epoch [175][460/940] lr: 1.395e-01, eta: 17:16:05, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4258, top5_acc: 0.6674, loss_cls: 2.5818, loss: 2.5818, grad_norm: 1.6977 2020-07-25 04:38:15,968 - mmaction - INFO - Epoch [175][480/940] lr: 1.395e-01, eta: 17:15:46, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4107, top5_acc: 0.6621, loss_cls: 2.6363, loss: 2.6363, grad_norm: 1.7322 2020-07-25 04:38:28,872 - mmaction - INFO - Epoch [175][500/940] lr: 1.395e-01, eta: 17:15:26, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4059, top5_acc: 0.6621, loss_cls: 2.6531, loss: 2.6531, grad_norm: 1.7193 2020-07-25 04:38:41,803 - mmaction - INFO - Epoch [175][520/940] lr: 1.395e-01, eta: 17:15:07, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4096, top5_acc: 0.6615, loss_cls: 2.6531, loss: 2.6531, grad_norm: 1.6848 2020-07-25 04:38:54,740 - mmaction - INFO - Epoch [175][540/940] lr: 1.395e-01, eta: 17:14:47, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4062, top5_acc: 0.6572, loss_cls: 2.6436, loss: 2.6436, grad_norm: 1.6725 2020-07-25 04:39:07,782 - mmaction - INFO - Epoch [175][560/940] lr: 1.395e-01, eta: 17:14:28, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.4143, top5_acc: 0.6584, loss_cls: 2.6303, loss: 2.6303, grad_norm: 1.7181 2020-07-25 04:39:21,116 - mmaction - INFO - Epoch [175][580/940] lr: 1.395e-01, eta: 17:14:09, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.4076, top5_acc: 0.6643, loss_cls: 2.6330, loss: 2.6330, grad_norm: 1.6791 2020-07-25 04:39:34,636 - mmaction - INFO - Epoch [175][600/940] lr: 1.395e-01, eta: 17:13:50, time: 0.675, data_time: 0.001, memory: 9569, top1_acc: 0.3988, top5_acc: 0.6537, loss_cls: 2.6812, loss: 2.6812, grad_norm: 1.6820 2020-07-25 04:39:47,547 - mmaction - INFO - Epoch [175][620/940] lr: 1.395e-01, eta: 17:13:31, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4129, top5_acc: 0.6748, loss_cls: 2.5862, loss: 2.5862, grad_norm: 1.6756 2020-07-25 04:40:01,219 - mmaction - INFO - Epoch [175][640/940] lr: 1.395e-01, eta: 17:13:12, time: 0.684, data_time: 0.002, memory: 9569, top1_acc: 0.4137, top5_acc: 0.6598, loss_cls: 2.6163, loss: 2.6163, grad_norm: 1.6884 2020-07-25 04:40:14,095 - mmaction - INFO - Epoch [175][660/940] lr: 1.395e-01, eta: 17:12:52, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4188, top5_acc: 0.6641, loss_cls: 2.6287, loss: 2.6287, grad_norm: 1.6921 2020-07-25 04:40:27,201 - mmaction - INFO - Epoch [175][680/940] lr: 1.395e-01, eta: 17:12:33, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.4074, top5_acc: 0.6633, loss_cls: 2.6314, loss: 2.6314, grad_norm: 1.7027 2020-07-25 04:40:40,674 - mmaction - INFO - Epoch [175][700/940] lr: 1.395e-01, eta: 17:12:14, time: 0.674, data_time: 0.003, memory: 9569, top1_acc: 0.4186, top5_acc: 0.6668, loss_cls: 2.6069, loss: 2.6069, grad_norm: 1.7009 2020-07-25 04:40:53,757 - mmaction - INFO - Epoch [175][720/940] lr: 1.395e-01, eta: 17:11:55, time: 0.653, data_time: 0.009, memory: 9569, top1_acc: 0.3908, top5_acc: 0.6371, loss_cls: 2.7461, loss: 2.7461, grad_norm: 1.7318 2020-07-25 04:41:07,110 - mmaction - INFO - Epoch [175][740/940] lr: 1.395e-01, eta: 17:11:36, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.4217, top5_acc: 0.6713, loss_cls: 2.5865, loss: 2.5865, grad_norm: 1.6640 2020-07-25 04:41:20,452 - mmaction - INFO - Epoch [175][760/940] lr: 1.395e-01, eta: 17:11:17, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.4303, top5_acc: 0.6695, loss_cls: 2.5793, loss: 2.5793, grad_norm: 1.6778 2020-07-25 04:41:34,367 - mmaction - INFO - Epoch [175][780/940] lr: 1.395e-01, eta: 17:10:58, time: 0.696, data_time: 0.002, memory: 9569, top1_acc: 0.4078, top5_acc: 0.6570, loss_cls: 2.6398, loss: 2.6398, grad_norm: 1.7250 2020-07-25 04:41:47,852 - mmaction - INFO - Epoch [175][800/940] lr: 1.395e-01, eta: 17:10:39, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.4049, top5_acc: 0.6467, loss_cls: 2.6584, loss: 2.6584, grad_norm: 1.7120 2020-07-25 04:42:01,224 - mmaction - INFO - Epoch [175][820/940] lr: 1.395e-01, eta: 17:10:20, time: 0.670, data_time: 0.003, memory: 9569, top1_acc: 0.4088, top5_acc: 0.6441, loss_cls: 2.6948, loss: 2.6948, grad_norm: 1.6805 2020-07-25 04:42:14,115 - mmaction - INFO - Epoch [175][840/940] lr: 1.395e-01, eta: 17:10:01, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.3980, top5_acc: 0.6584, loss_cls: 2.6501, loss: 2.6501, grad_norm: 1.7104 2020-07-25 04:42:27,147 - mmaction - INFO - Epoch [175][860/940] lr: 1.395e-01, eta: 17:09:42, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.4082, top5_acc: 0.6516, loss_cls: 2.6770, loss: 2.6770, grad_norm: 1.6912 2020-07-25 04:42:40,136 - mmaction - INFO - Epoch [175][880/940] lr: 1.395e-01, eta: 17:09:22, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4020, top5_acc: 0.6430, loss_cls: 2.6719, loss: 2.6719, grad_norm: 1.6953 2020-07-25 04:42:53,032 - mmaction - INFO - Epoch [175][900/940] lr: 1.395e-01, eta: 17:09:03, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4090, top5_acc: 0.6531, loss_cls: 2.6464, loss: 2.6464, grad_norm: 1.6839 2020-07-25 04:43:06,421 - mmaction - INFO - Epoch [175][920/940] lr: 1.395e-01, eta: 17:08:44, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.3961, top5_acc: 0.6438, loss_cls: 2.6815, loss: 2.6815, grad_norm: 1.6906 2020-07-25 04:43:18,948 - mmaction - INFO - Epoch [175][940/940] lr: 1.395e-01, eta: 17:08:24, time: 0.627, data_time: 0.002, memory: 9569, top1_acc: 0.4117, top5_acc: 0.6652, loss_cls: 2.6318, loss: 2.6318, grad_norm: 1.6924 2020-07-25 04:45:57,620 - mmaction - INFO - Epoch [176][20/940] lr: 1.364e-01, eta: 17:10:22, time: 7.690, data_time: 6.973, memory: 9569, top1_acc: 0.4129, top5_acc: 0.6656, loss_cls: 2.6190, loss: 2.6190, grad_norm: 1.7142 2020-07-25 04:46:10,352 - mmaction - INFO - Epoch [176][40/940] lr: 1.364e-01, eta: 17:10:02, time: 0.637, data_time: 0.001, memory: 9569, top1_acc: 0.4057, top5_acc: 0.6625, loss_cls: 2.6354, loss: 2.6354, grad_norm: 1.6893 2020-07-25 04:46:23,374 - mmaction - INFO - Epoch [176][60/940] lr: 1.364e-01, eta: 17:09:43, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.4191, top5_acc: 0.6713, loss_cls: 2.5892, loss: 2.5892, grad_norm: 1.6891 2020-07-25 04:46:36,780 - mmaction - INFO - Epoch [176][80/940] lr: 1.364e-01, eta: 17:09:24, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.4232, top5_acc: 0.6672, loss_cls: 2.5539, loss: 2.5539, grad_norm: 1.6878 2020-07-25 04:46:49,668 - mmaction - INFO - Epoch [176][100/940] lr: 1.364e-01, eta: 17:09:05, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4193, top5_acc: 0.6693, loss_cls: 2.6051, loss: 2.6051, grad_norm: 1.7205 2020-07-25 04:47:02,999 - mmaction - INFO - Epoch [176][120/940] lr: 1.364e-01, eta: 17:08:45, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.4100, top5_acc: 0.6613, loss_cls: 2.6105, loss: 2.6105, grad_norm: 1.6838 2020-07-25 04:47:15,895 - mmaction - INFO - Epoch [176][140/940] lr: 1.364e-01, eta: 17:08:26, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4170, top5_acc: 0.6686, loss_cls: 2.5917, loss: 2.5917, grad_norm: 1.6785 2020-07-25 04:47:29,304 - mmaction - INFO - Epoch [176][160/940] lr: 1.364e-01, eta: 17:08:07, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.4168, top5_acc: 0.6643, loss_cls: 2.6047, loss: 2.6047, grad_norm: 1.7153 2020-07-25 04:47:42,274 - mmaction - INFO - Epoch [176][180/940] lr: 1.364e-01, eta: 17:07:48, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4094, top5_acc: 0.6588, loss_cls: 2.6341, loss: 2.6341, grad_norm: 1.7286 2020-07-25 04:47:55,278 - mmaction - INFO - Epoch [176][200/940] lr: 1.364e-01, eta: 17:07:28, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4086, top5_acc: 0.6635, loss_cls: 2.6218, loss: 2.6218, grad_norm: 1.7063 2020-07-25 04:48:08,502 - mmaction - INFO - Epoch [176][220/940] lr: 1.364e-01, eta: 17:07:09, time: 0.661, data_time: 0.001, memory: 9569, top1_acc: 0.4184, top5_acc: 0.6633, loss_cls: 2.6089, loss: 2.6089, grad_norm: 1.7377 2020-07-25 04:48:21,449 - mmaction - INFO - Epoch [176][240/940] lr: 1.364e-01, eta: 17:06:50, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4143, top5_acc: 0.6590, loss_cls: 2.6125, loss: 2.6125, grad_norm: 1.6990 2020-07-25 04:48:34,966 - mmaction - INFO - Epoch [176][260/940] lr: 1.364e-01, eta: 17:06:31, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.4160, top5_acc: 0.6646, loss_cls: 2.5995, loss: 2.5995, grad_norm: 1.7033 2020-07-25 04:48:48,254 - mmaction - INFO - Epoch [176][280/940] lr: 1.364e-01, eta: 17:06:12, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.4199, top5_acc: 0.6717, loss_cls: 2.5700, loss: 2.5700, grad_norm: 1.6844 2020-07-25 04:49:02,182 - mmaction - INFO - Epoch [176][300/940] lr: 1.364e-01, eta: 17:05:53, time: 0.696, data_time: 0.002, memory: 9569, top1_acc: 0.4191, top5_acc: 0.6709, loss_cls: 2.5684, loss: 2.5684, grad_norm: 1.6992 2020-07-25 04:49:15,245 - mmaction - INFO - Epoch [176][320/940] lr: 1.364e-01, eta: 17:05:34, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.4127, top5_acc: 0.6564, loss_cls: 2.6327, loss: 2.6327, grad_norm: 1.7158 2020-07-25 04:49:28,373 - mmaction - INFO - Epoch [176][340/940] lr: 1.364e-01, eta: 17:05:15, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.4232, top5_acc: 0.6711, loss_cls: 2.5667, loss: 2.5667, grad_norm: 1.6840 2020-07-25 04:49:41,777 - mmaction - INFO - Epoch [176][360/940] lr: 1.364e-01, eta: 17:04:56, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.4221, top5_acc: 0.6561, loss_cls: 2.6219, loss: 2.6219, grad_norm: 1.6814 2020-07-25 04:49:54,940 - mmaction - INFO - Epoch [176][380/940] lr: 1.364e-01, eta: 17:04:37, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.4336, top5_acc: 0.6717, loss_cls: 2.5553, loss: 2.5553, grad_norm: 1.6466 2020-07-25 04:50:08,693 - mmaction - INFO - Epoch [176][400/940] lr: 1.364e-01, eta: 17:04:18, time: 0.688, data_time: 0.002, memory: 9569, top1_acc: 0.4102, top5_acc: 0.6510, loss_cls: 2.6566, loss: 2.6566, grad_norm: 1.7029 2020-07-25 04:50:22,548 - mmaction - INFO - Epoch [176][420/940] lr: 1.364e-01, eta: 17:03:59, time: 0.692, data_time: 0.001, memory: 9569, top1_acc: 0.4297, top5_acc: 0.6730, loss_cls: 2.5642, loss: 2.5642, grad_norm: 1.6848 2020-07-25 04:50:35,607 - mmaction - INFO - Epoch [176][440/940] lr: 1.364e-01, eta: 17:03:40, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.4082, top5_acc: 0.6602, loss_cls: 2.6541, loss: 2.6541, grad_norm: 1.7442 2020-07-25 04:50:48,876 - mmaction - INFO - Epoch [176][460/940] lr: 1.364e-01, eta: 17:03:21, time: 0.663, data_time: 0.012, memory: 9569, top1_acc: 0.4109, top5_acc: 0.6518, loss_cls: 2.6405, loss: 2.6405, grad_norm: 1.6819 2020-07-25 04:51:02,020 - mmaction - INFO - Epoch [176][480/940] lr: 1.364e-01, eta: 17:03:02, time: 0.657, data_time: 0.001, memory: 9569, top1_acc: 0.4146, top5_acc: 0.6682, loss_cls: 2.6025, loss: 2.6025, grad_norm: 1.6921 2020-07-25 04:51:15,349 - mmaction - INFO - Epoch [176][500/940] lr: 1.364e-01, eta: 17:02:43, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.4254, top5_acc: 0.6684, loss_cls: 2.5870, loss: 2.5870, grad_norm: 1.6836 2020-07-25 04:51:28,313 - mmaction - INFO - Epoch [176][520/940] lr: 1.364e-01, eta: 17:02:23, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4164, top5_acc: 0.6672, loss_cls: 2.5874, loss: 2.5874, grad_norm: 1.7061 2020-07-25 04:51:41,236 - mmaction - INFO - Epoch [176][540/940] lr: 1.364e-01, eta: 17:02:04, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4205, top5_acc: 0.6607, loss_cls: 2.6150, loss: 2.6150, grad_norm: 1.7278 2020-07-25 04:51:54,976 - mmaction - INFO - Epoch [176][560/940] lr: 1.364e-01, eta: 17:01:45, time: 0.687, data_time: 0.002, memory: 9569, top1_acc: 0.3961, top5_acc: 0.6541, loss_cls: 2.6669, loss: 2.6669, grad_norm: 1.6974 2020-07-25 04:52:08,320 - mmaction - INFO - Epoch [176][580/940] lr: 1.364e-01, eta: 17:01:26, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.4086, top5_acc: 0.6590, loss_cls: 2.6226, loss: 2.6226, grad_norm: 1.6972 2020-07-25 04:52:21,235 - mmaction - INFO - Epoch [176][600/940] lr: 1.364e-01, eta: 17:01:07, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4207, top5_acc: 0.6697, loss_cls: 2.5830, loss: 2.5830, grad_norm: 1.6971 2020-07-25 04:52:34,161 - mmaction - INFO - Epoch [176][620/940] lr: 1.364e-01, eta: 17:00:48, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.4154, top5_acc: 0.6566, loss_cls: 2.6191, loss: 2.6191, grad_norm: 1.7185 2020-07-25 04:52:47,082 - mmaction - INFO - Epoch [176][640/940] lr: 1.364e-01, eta: 17:00:28, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4158, top5_acc: 0.6629, loss_cls: 2.5987, loss: 2.5987, grad_norm: 1.7170 2020-07-25 04:53:00,561 - mmaction - INFO - Epoch [176][660/940] lr: 1.364e-01, eta: 17:00:09, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.4143, top5_acc: 0.6670, loss_cls: 2.6037, loss: 2.6037, grad_norm: 1.6939 2020-07-25 04:53:13,431 - mmaction - INFO - Epoch [176][680/940] lr: 1.364e-01, eta: 16:59:50, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4115, top5_acc: 0.6701, loss_cls: 2.6032, loss: 2.6032, grad_norm: 1.6952 2020-07-25 04:53:26,993 - mmaction - INFO - Epoch [176][700/940] lr: 1.364e-01, eta: 16:59:31, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.4107, top5_acc: 0.6604, loss_cls: 2.6452, loss: 2.6452, grad_norm: 1.7008 2020-07-25 04:53:39,962 - mmaction - INFO - Epoch [176][720/940] lr: 1.364e-01, eta: 16:59:12, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4070, top5_acc: 0.6652, loss_cls: 2.6296, loss: 2.6296, grad_norm: 1.7166 2020-07-25 04:53:52,915 - mmaction - INFO - Epoch [176][740/940] lr: 1.364e-01, eta: 16:58:53, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4164, top5_acc: 0.6668, loss_cls: 2.6089, loss: 2.6089, grad_norm: 1.7019 2020-07-25 04:54:05,855 - mmaction - INFO - Epoch [176][760/940] lr: 1.364e-01, eta: 16:58:33, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4129, top5_acc: 0.6709, loss_cls: 2.5790, loss: 2.5790, grad_norm: 1.6744 2020-07-25 04:54:18,779 - mmaction - INFO - Epoch [176][780/940] lr: 1.364e-01, eta: 16:58:14, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4100, top5_acc: 0.6568, loss_cls: 2.6428, loss: 2.6428, grad_norm: 1.7285 2020-07-25 04:54:32,193 - mmaction - INFO - Epoch [176][800/940] lr: 1.364e-01, eta: 16:57:55, time: 0.670, data_time: 0.003, memory: 9569, top1_acc: 0.4008, top5_acc: 0.6410, loss_cls: 2.7014, loss: 2.7014, grad_norm: 1.7055 2020-07-25 04:54:45,102 - mmaction - INFO - Epoch [176][820/940] lr: 1.364e-01, eta: 16:57:36, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4033, top5_acc: 0.6631, loss_cls: 2.6613, loss: 2.6613, grad_norm: 1.6797 2020-07-25 04:54:58,026 - mmaction - INFO - Epoch [176][840/940] lr: 1.364e-01, eta: 16:57:16, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4287, top5_acc: 0.6709, loss_cls: 2.5541, loss: 2.5541, grad_norm: 1.6661 2020-07-25 04:55:10,950 - mmaction - INFO - Epoch [176][860/940] lr: 1.364e-01, eta: 16:56:57, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4176, top5_acc: 0.6693, loss_cls: 2.5912, loss: 2.5912, grad_norm: 1.6886 2020-07-25 04:55:23,834 - mmaction - INFO - Epoch [176][880/940] lr: 1.364e-01, eta: 16:56:37, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4172, top5_acc: 0.6621, loss_cls: 2.6119, loss: 2.6119, grad_norm: 1.6964 2020-07-25 04:55:36,681 - mmaction - INFO - Epoch [176][900/940] lr: 1.364e-01, eta: 16:56:18, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.4035, top5_acc: 0.6588, loss_cls: 2.6611, loss: 2.6611, grad_norm: 1.7279 2020-07-25 04:55:50,173 - mmaction - INFO - Epoch [176][920/940] lr: 1.364e-01, eta: 16:55:59, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.4268, top5_acc: 0.6613, loss_cls: 2.5842, loss: 2.5842, grad_norm: 1.6971 2020-07-25 04:56:02,532 - mmaction - INFO - Epoch [176][940/940] lr: 1.364e-01, eta: 16:55:39, time: 0.617, data_time: 0.002, memory: 9569, top1_acc: 0.4194, top5_acc: 0.6623, loss_cls: 2.6191, loss: 2.6191, grad_norm: 1.7303 2020-07-25 04:56:07,514 - mmaction - INFO - Saving checkpoint at 176 epochs 2020-07-25 04:58:41,827 - mmaction - INFO - Epoch [177][20/940] lr: 1.333e-01, eta: 16:57:34, time: 7.668, data_time: 6.944, memory: 9569, top1_acc: 0.4002, top5_acc: 0.6613, loss_cls: 2.6249, loss: 2.6249, grad_norm: 1.7474 2020-07-25 04:58:54,854 - mmaction - INFO - Epoch [177][40/940] lr: 1.333e-01, eta: 16:57:14, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.4176, top5_acc: 0.6775, loss_cls: 2.5477, loss: 2.5477, grad_norm: 1.7026 2020-07-25 04:59:08,207 - mmaction - INFO - Epoch [177][60/940] lr: 1.333e-01, eta: 16:56:55, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.4271, top5_acc: 0.6656, loss_cls: 2.6037, loss: 2.6037, grad_norm: 1.6935 2020-07-25 04:59:21,013 - mmaction - INFO - Epoch [177][80/940] lr: 1.333e-01, eta: 16:56:36, time: 0.640, data_time: 0.001, memory: 9569, top1_acc: 0.4268, top5_acc: 0.6684, loss_cls: 2.5630, loss: 2.5630, grad_norm: 1.6914 2020-07-25 04:59:33,939 - mmaction - INFO - Epoch [177][100/940] lr: 1.333e-01, eta: 16:56:17, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4262, top5_acc: 0.6801, loss_cls: 2.5191, loss: 2.5191, grad_norm: 1.7282 2020-07-25 04:59:46,909 - mmaction - INFO - Epoch [177][120/940] lr: 1.333e-01, eta: 16:55:57, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4096, top5_acc: 0.6611, loss_cls: 2.6187, loss: 2.6187, grad_norm: 1.7097 2020-07-25 04:59:59,841 - mmaction - INFO - Epoch [177][140/940] lr: 1.333e-01, eta: 16:55:38, time: 0.647, data_time: 0.004, memory: 9569, top1_acc: 0.4137, top5_acc: 0.6570, loss_cls: 2.6125, loss: 2.6125, grad_norm: 1.7102 2020-07-25 05:00:18,928 - mmaction - INFO - Epoch [177][160/940] lr: 1.333e-01, eta: 16:55:24, time: 0.953, data_time: 0.002, memory: 9569, top1_acc: 0.4133, top5_acc: 0.6680, loss_cls: 2.5907, loss: 2.5907, grad_norm: 1.7274 2020-07-25 05:00:32,327 - mmaction - INFO - Epoch [177][180/940] lr: 1.333e-01, eta: 16:55:05, time: 0.671, data_time: 0.009, memory: 9569, top1_acc: 0.4295, top5_acc: 0.6787, loss_cls: 2.5408, loss: 2.5408, grad_norm: 1.6880 2020-07-25 05:00:45,364 - mmaction - INFO - Epoch [177][200/940] lr: 1.333e-01, eta: 16:54:46, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.4393, top5_acc: 0.6693, loss_cls: 2.5303, loss: 2.5303, grad_norm: 1.7006 2020-07-25 05:00:58,287 - mmaction - INFO - Epoch [177][220/940] lr: 1.333e-01, eta: 16:54:27, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4201, top5_acc: 0.6713, loss_cls: 2.5785, loss: 2.5785, grad_norm: 1.7283 2020-07-25 05:01:11,599 - mmaction - INFO - Epoch [177][240/940] lr: 1.333e-01, eta: 16:54:08, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.4066, top5_acc: 0.6471, loss_cls: 2.6731, loss: 2.6731, grad_norm: 1.7333 2020-07-25 05:01:24,486 - mmaction - INFO - Epoch [177][260/940] lr: 1.333e-01, eta: 16:53:48, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4156, top5_acc: 0.6635, loss_cls: 2.6046, loss: 2.6046, grad_norm: 1.7377 2020-07-25 05:01:38,008 - mmaction - INFO - Epoch [177][280/940] lr: 1.333e-01, eta: 16:53:30, time: 0.675, data_time: 0.012, memory: 9569, top1_acc: 0.4119, top5_acc: 0.6600, loss_cls: 2.6209, loss: 2.6209, grad_norm: 1.6960 2020-07-25 05:01:51,484 - mmaction - INFO - Epoch [177][300/940] lr: 1.333e-01, eta: 16:53:11, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.4213, top5_acc: 0.6635, loss_cls: 2.5826, loss: 2.5826, grad_norm: 1.7125 2020-07-25 05:02:04,798 - mmaction - INFO - Epoch [177][320/940] lr: 1.333e-01, eta: 16:52:52, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.4061, top5_acc: 0.6564, loss_cls: 2.6307, loss: 2.6307, grad_norm: 1.7253 2020-07-25 05:02:17,862 - mmaction - INFO - Epoch [177][340/940] lr: 1.333e-01, eta: 16:52:32, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.4156, top5_acc: 0.6623, loss_cls: 2.6179, loss: 2.6179, grad_norm: 1.7121 2020-07-25 05:02:31,174 - mmaction - INFO - Epoch [177][360/940] lr: 1.333e-01, eta: 16:52:13, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.4223, top5_acc: 0.6697, loss_cls: 2.5735, loss: 2.5735, grad_norm: 1.7355 2020-07-25 05:02:45,032 - mmaction - INFO - Epoch [177][380/940] lr: 1.333e-01, eta: 16:51:55, time: 0.693, data_time: 0.001, memory: 9569, top1_acc: 0.4092, top5_acc: 0.6684, loss_cls: 2.6200, loss: 2.6200, grad_norm: 1.7475 2020-07-25 05:02:57,914 - mmaction - INFO - Epoch [177][400/940] lr: 1.333e-01, eta: 16:51:36, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4191, top5_acc: 0.6592, loss_cls: 2.6337, loss: 2.6337, grad_norm: 1.7013 2020-07-25 05:03:10,854 - mmaction - INFO - Epoch [177][420/940] lr: 1.333e-01, eta: 16:51:16, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4121, top5_acc: 0.6650, loss_cls: 2.5935, loss: 2.5935, grad_norm: 1.7119 2020-07-25 05:03:24,112 - mmaction - INFO - Epoch [177][440/940] lr: 1.333e-01, eta: 16:50:57, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.4115, top5_acc: 0.6668, loss_cls: 2.5855, loss: 2.5855, grad_norm: 1.7460 2020-07-25 05:03:37,174 - mmaction - INFO - Epoch [177][460/940] lr: 1.333e-01, eta: 16:50:38, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.4152, top5_acc: 0.6717, loss_cls: 2.5900, loss: 2.5900, grad_norm: 1.7582 2020-07-25 05:03:50,490 - mmaction - INFO - Epoch [177][480/940] lr: 1.333e-01, eta: 16:50:19, time: 0.667, data_time: 0.003, memory: 9569, top1_acc: 0.4078, top5_acc: 0.6559, loss_cls: 2.6396, loss: 2.6396, grad_norm: 1.7299 2020-07-25 05:04:03,426 - mmaction - INFO - Epoch [177][500/940] lr: 1.333e-01, eta: 16:50:00, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4096, top5_acc: 0.6568, loss_cls: 2.6285, loss: 2.6285, grad_norm: 1.7209 2020-07-25 05:04:16,887 - mmaction - INFO - Epoch [177][520/940] lr: 1.333e-01, eta: 16:49:41, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.4178, top5_acc: 0.6650, loss_cls: 2.5911, loss: 2.5911, grad_norm: 1.7170 2020-07-25 05:04:30,521 - mmaction - INFO - Epoch [177][540/940] lr: 1.333e-01, eta: 16:49:22, time: 0.681, data_time: 0.001, memory: 9569, top1_acc: 0.4176, top5_acc: 0.6725, loss_cls: 2.5868, loss: 2.5868, grad_norm: 1.7140 2020-07-25 05:04:43,459 - mmaction - INFO - Epoch [177][560/940] lr: 1.333e-01, eta: 16:49:03, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4129, top5_acc: 0.6648, loss_cls: 2.6062, loss: 2.6062, grad_norm: 1.7185 2020-07-25 05:04:56,374 - mmaction - INFO - Epoch [177][580/940] lr: 1.333e-01, eta: 16:48:44, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4102, top5_acc: 0.6678, loss_cls: 2.6091, loss: 2.6091, grad_norm: 1.7391 2020-07-25 05:05:09,392 - mmaction - INFO - Epoch [177][600/940] lr: 1.333e-01, eta: 16:48:24, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.4291, top5_acc: 0.6754, loss_cls: 2.5606, loss: 2.5606, grad_norm: 1.6962 2020-07-25 05:05:22,320 - mmaction - INFO - Epoch [177][620/940] lr: 1.333e-01, eta: 16:48:05, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4252, top5_acc: 0.6654, loss_cls: 2.5926, loss: 2.5926, grad_norm: 1.7169 2020-07-25 05:05:35,304 - mmaction - INFO - Epoch [177][640/940] lr: 1.333e-01, eta: 16:47:46, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4188, top5_acc: 0.6711, loss_cls: 2.5842, loss: 2.5842, grad_norm: 1.7093 2020-07-25 05:05:48,632 - mmaction - INFO - Epoch [177][660/940] lr: 1.333e-01, eta: 16:47:27, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.4162, top5_acc: 0.6662, loss_cls: 2.6406, loss: 2.6406, grad_norm: 1.7776 2020-07-25 05:06:02,034 - mmaction - INFO - Epoch [177][680/940] lr: 1.333e-01, eta: 16:47:08, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.4123, top5_acc: 0.6584, loss_cls: 2.6564, loss: 2.6564, grad_norm: 1.7158 2020-07-25 05:06:14,984 - mmaction - INFO - Epoch [177][700/940] lr: 1.333e-01, eta: 16:46:49, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4221, top5_acc: 0.6586, loss_cls: 2.6152, loss: 2.6152, grad_norm: 1.6883 2020-07-25 05:06:28,369 - mmaction - INFO - Epoch [177][720/940] lr: 1.333e-01, eta: 16:46:30, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.4205, top5_acc: 0.6670, loss_cls: 2.5951, loss: 2.5951, grad_norm: 1.7072 2020-07-25 05:06:41,708 - mmaction - INFO - Epoch [177][740/940] lr: 1.333e-01, eta: 16:46:11, time: 0.667, data_time: 0.003, memory: 9569, top1_acc: 0.4143, top5_acc: 0.6607, loss_cls: 2.6162, loss: 2.6162, grad_norm: 1.7406 2020-07-25 05:06:54,675 - mmaction - INFO - Epoch [177][760/940] lr: 1.333e-01, eta: 16:45:52, time: 0.650, data_time: 0.003, memory: 9569, top1_acc: 0.4051, top5_acc: 0.6543, loss_cls: 2.6449, loss: 2.6449, grad_norm: 1.7336 2020-07-25 05:07:07,678 - mmaction - INFO - Epoch [177][780/940] lr: 1.333e-01, eta: 16:45:33, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.3975, top5_acc: 0.6484, loss_cls: 2.6877, loss: 2.6877, grad_norm: 1.7250 2020-07-25 05:07:20,697 - mmaction - INFO - Epoch [177][800/940] lr: 1.333e-01, eta: 16:45:13, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4211, top5_acc: 0.6580, loss_cls: 2.6072, loss: 2.6072, grad_norm: 1.7196 2020-07-25 05:07:34,256 - mmaction - INFO - Epoch [177][820/940] lr: 1.333e-01, eta: 16:44:55, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.4064, top5_acc: 0.6604, loss_cls: 2.6366, loss: 2.6366, grad_norm: 1.7053 2020-07-25 05:07:47,190 - mmaction - INFO - Epoch [177][840/940] lr: 1.333e-01, eta: 16:44:35, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4025, top5_acc: 0.6430, loss_cls: 2.6933, loss: 2.6933, grad_norm: 1.7015 2020-07-25 05:08:00,362 - mmaction - INFO - Epoch [177][860/940] lr: 1.333e-01, eta: 16:44:16, time: 0.659, data_time: 0.002, memory: 9569, top1_acc: 0.4033, top5_acc: 0.6600, loss_cls: 2.6550, loss: 2.6550, grad_norm: 1.7250 2020-07-25 05:08:13,276 - mmaction - INFO - Epoch [177][880/940] lr: 1.333e-01, eta: 16:43:57, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4246, top5_acc: 0.6664, loss_cls: 2.5902, loss: 2.5902, grad_norm: 1.6872 2020-07-25 05:08:26,232 - mmaction - INFO - Epoch [177][900/940] lr: 1.333e-01, eta: 16:43:38, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.4164, top5_acc: 0.6629, loss_cls: 2.6201, loss: 2.6201, grad_norm: 1.7353 2020-07-25 05:08:39,348 - mmaction - INFO - Epoch [177][920/940] lr: 1.333e-01, eta: 16:43:19, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.4238, top5_acc: 0.6652, loss_cls: 2.5987, loss: 2.5987, grad_norm: 1.7004 2020-07-25 05:08:51,931 - mmaction - INFO - Epoch [177][940/940] lr: 1.333e-01, eta: 16:42:59, time: 0.629, data_time: 0.001, memory: 9569, top1_acc: 0.4101, top5_acc: 0.6593, loss_cls: 2.6534, loss: 2.6534, grad_norm: 1.7294 2020-07-25 05:11:43,558 - mmaction - INFO - Epoch [178][20/940] lr: 1.303e-01, eta: 16:45:01, time: 8.232, data_time: 6.199, memory: 9569, top1_acc: 0.4195, top5_acc: 0.6740, loss_cls: 2.5756, loss: 2.5756, grad_norm: 1.7163 2020-07-25 05:11:57,174 - mmaction - INFO - Epoch [178][40/940] lr: 1.303e-01, eta: 16:44:42, time: 0.681, data_time: 0.002, memory: 9569, top1_acc: 0.4295, top5_acc: 0.6729, loss_cls: 2.5403, loss: 2.5403, grad_norm: 1.7210 2020-07-25 05:12:10,032 - mmaction - INFO - Epoch [178][60/940] lr: 1.303e-01, eta: 16:44:23, time: 0.641, data_time: 0.003, memory: 9569, top1_acc: 0.4301, top5_acc: 0.6758, loss_cls: 2.5375, loss: 2.5375, grad_norm: 1.7411 2020-07-25 05:12:22,904 - mmaction - INFO - Epoch [178][80/940] lr: 1.303e-01, eta: 16:44:03, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.4229, top5_acc: 0.6678, loss_cls: 2.5824, loss: 2.5824, grad_norm: 1.7300 2020-07-25 05:12:35,769 - mmaction - INFO - Epoch [178][100/940] lr: 1.303e-01, eta: 16:43:44, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4223, top5_acc: 0.6723, loss_cls: 2.5756, loss: 2.5756, grad_norm: 1.7411 2020-07-25 05:12:49,363 - mmaction - INFO - Epoch [178][120/940] lr: 1.303e-01, eta: 16:43:25, time: 0.680, data_time: 0.001, memory: 9569, top1_acc: 0.4213, top5_acc: 0.6775, loss_cls: 2.5287, loss: 2.5287, grad_norm: 1.7027 2020-07-25 05:13:02,606 - mmaction - INFO - Epoch [178][140/940] lr: 1.303e-01, eta: 16:43:06, time: 0.661, data_time: 0.001, memory: 9569, top1_acc: 0.4219, top5_acc: 0.6639, loss_cls: 2.5885, loss: 2.5885, grad_norm: 1.7282 2020-07-25 05:13:15,579 - mmaction - INFO - Epoch [178][160/940] lr: 1.303e-01, eta: 16:42:47, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4186, top5_acc: 0.6699, loss_cls: 2.5657, loss: 2.5657, grad_norm: 1.7229 2020-07-25 05:13:28,484 - mmaction - INFO - Epoch [178][180/940] lr: 1.303e-01, eta: 16:42:28, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4264, top5_acc: 0.6771, loss_cls: 2.5405, loss: 2.5405, grad_norm: 1.7040 2020-07-25 05:13:41,854 - mmaction - INFO - Epoch [178][200/940] lr: 1.303e-01, eta: 16:42:09, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.4188, top5_acc: 0.6572, loss_cls: 2.6055, loss: 2.6055, grad_norm: 1.7266 2020-07-25 05:13:54,771 - mmaction - INFO - Epoch [178][220/940] lr: 1.303e-01, eta: 16:41:50, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.4199, top5_acc: 0.6633, loss_cls: 2.6052, loss: 2.6052, grad_norm: 1.7265 2020-07-25 05:14:07,745 - mmaction - INFO - Epoch [178][240/940] lr: 1.303e-01, eta: 16:41:30, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4234, top5_acc: 0.6727, loss_cls: 2.5756, loss: 2.5756, grad_norm: 1.7234 2020-07-25 05:14:21,109 - mmaction - INFO - Epoch [178][260/940] lr: 1.303e-01, eta: 16:41:11, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.4043, top5_acc: 0.6604, loss_cls: 2.6451, loss: 2.6451, grad_norm: 1.7230 2020-07-25 05:14:34,055 - mmaction - INFO - Epoch [178][280/940] lr: 1.303e-01, eta: 16:40:52, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4115, top5_acc: 0.6633, loss_cls: 2.6140, loss: 2.6140, grad_norm: 1.7072 2020-07-25 05:14:46,958 - mmaction - INFO - Epoch [178][300/940] lr: 1.303e-01, eta: 16:40:33, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4297, top5_acc: 0.6775, loss_cls: 2.5459, loss: 2.5459, grad_norm: 1.7145 2020-07-25 05:14:59,920 - mmaction - INFO - Epoch [178][320/940] lr: 1.303e-01, eta: 16:40:14, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4184, top5_acc: 0.6736, loss_cls: 2.6042, loss: 2.6042, grad_norm: 1.7469 2020-07-25 05:15:12,861 - mmaction - INFO - Epoch [178][340/940] lr: 1.303e-01, eta: 16:39:54, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4213, top5_acc: 0.6641, loss_cls: 2.5712, loss: 2.5712, grad_norm: 1.7171 2020-07-25 05:15:26,465 - mmaction - INFO - Epoch [178][360/940] lr: 1.303e-01, eta: 16:39:36, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.4223, top5_acc: 0.6654, loss_cls: 2.5998, loss: 2.5998, grad_norm: 1.7552 2020-07-25 05:15:39,550 - mmaction - INFO - Epoch [178][380/940] lr: 1.303e-01, eta: 16:39:17, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.4152, top5_acc: 0.6570, loss_cls: 2.6123, loss: 2.6123, grad_norm: 1.7488 2020-07-25 05:15:52,562 - mmaction - INFO - Epoch [178][400/940] lr: 1.303e-01, eta: 16:38:57, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.4158, top5_acc: 0.6687, loss_cls: 2.5831, loss: 2.5831, grad_norm: 1.7435 2020-07-25 05:16:06,414 - mmaction - INFO - Epoch [178][420/940] lr: 1.303e-01, eta: 16:38:39, time: 0.692, data_time: 0.002, memory: 9569, top1_acc: 0.4070, top5_acc: 0.6594, loss_cls: 2.6189, loss: 2.6189, grad_norm: 1.7313 2020-07-25 05:16:19,471 - mmaction - INFO - Epoch [178][440/940] lr: 1.303e-01, eta: 16:38:20, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.4129, top5_acc: 0.6598, loss_cls: 2.6093, loss: 2.6093, grad_norm: 1.7459 2020-07-25 05:16:32,749 - mmaction - INFO - Epoch [178][460/940] lr: 1.303e-01, eta: 16:38:01, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.4262, top5_acc: 0.6754, loss_cls: 2.5678, loss: 2.5678, grad_norm: 1.7706 2020-07-25 05:16:45,703 - mmaction - INFO - Epoch [178][480/940] lr: 1.303e-01, eta: 16:37:42, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4188, top5_acc: 0.6553, loss_cls: 2.6137, loss: 2.6137, grad_norm: 1.7497 2020-07-25 05:16:58,617 - mmaction - INFO - Epoch [178][500/940] lr: 1.303e-01, eta: 16:37:22, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4195, top5_acc: 0.6680, loss_cls: 2.5639, loss: 2.5639, grad_norm: 1.7462 2020-07-25 05:17:11,952 - mmaction - INFO - Epoch [178][520/940] lr: 1.303e-01, eta: 16:37:04, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.4178, top5_acc: 0.6570, loss_cls: 2.6353, loss: 2.6353, grad_norm: 1.7524 2020-07-25 05:17:25,269 - mmaction - INFO - Epoch [178][540/940] lr: 1.303e-01, eta: 16:36:45, time: 0.665, data_time: 0.003, memory: 9569, top1_acc: 0.4225, top5_acc: 0.6582, loss_cls: 2.5811, loss: 2.5811, grad_norm: 1.7276 2020-07-25 05:17:38,254 - mmaction - INFO - Epoch [178][560/940] lr: 1.303e-01, eta: 16:36:25, time: 0.649, data_time: 0.004, memory: 9569, top1_acc: 0.4186, top5_acc: 0.6727, loss_cls: 2.5843, loss: 2.5843, grad_norm: 1.7411 2020-07-25 05:17:51,630 - mmaction - INFO - Epoch [178][580/940] lr: 1.303e-01, eta: 16:36:07, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.4082, top5_acc: 0.6498, loss_cls: 2.6320, loss: 2.6320, grad_norm: 1.7410 2020-07-25 05:18:04,502 - mmaction - INFO - Epoch [178][600/940] lr: 1.303e-01, eta: 16:35:47, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4238, top5_acc: 0.6678, loss_cls: 2.5795, loss: 2.5795, grad_norm: 1.7207 2020-07-25 05:18:17,445 - mmaction - INFO - Epoch [178][620/940] lr: 1.303e-01, eta: 16:35:28, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4090, top5_acc: 0.6553, loss_cls: 2.6150, loss: 2.6150, grad_norm: 1.7351 2020-07-25 05:18:30,536 - mmaction - INFO - Epoch [178][640/940] lr: 1.303e-01, eta: 16:35:09, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.4172, top5_acc: 0.6676, loss_cls: 2.5929, loss: 2.5929, grad_norm: 1.7095 2020-07-25 05:18:43,510 - mmaction - INFO - Epoch [178][660/940] lr: 1.303e-01, eta: 16:34:50, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4143, top5_acc: 0.6549, loss_cls: 2.6257, loss: 2.6257, grad_norm: 1.7410 2020-07-25 05:18:57,075 - mmaction - INFO - Epoch [178][680/940] lr: 1.303e-01, eta: 16:34:31, time: 0.678, data_time: 0.001, memory: 9569, top1_acc: 0.4133, top5_acc: 0.6568, loss_cls: 2.6312, loss: 2.6312, grad_norm: 1.7378 2020-07-25 05:19:10,017 - mmaction - INFO - Epoch [178][700/940] lr: 1.303e-01, eta: 16:34:12, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.4115, top5_acc: 0.6654, loss_cls: 2.6128, loss: 2.6128, grad_norm: 1.7383 2020-07-25 05:19:22,900 - mmaction - INFO - Epoch [178][720/940] lr: 1.303e-01, eta: 16:33:53, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4137, top5_acc: 0.6621, loss_cls: 2.6359, loss: 2.6359, grad_norm: 1.7474 2020-07-25 05:19:35,884 - mmaction - INFO - Epoch [178][740/940] lr: 1.303e-01, eta: 16:33:34, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4090, top5_acc: 0.6713, loss_cls: 2.5975, loss: 2.5975, grad_norm: 1.7250 2020-07-25 05:19:48,829 - mmaction - INFO - Epoch [178][760/940] lr: 1.303e-01, eta: 16:33:14, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4143, top5_acc: 0.6592, loss_cls: 2.6333, loss: 2.6333, grad_norm: 1.7584 2020-07-25 05:20:02,117 - mmaction - INFO - Epoch [178][780/940] lr: 1.303e-01, eta: 16:32:55, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.4166, top5_acc: 0.6539, loss_cls: 2.6353, loss: 2.6353, grad_norm: 1.7270 2020-07-25 05:20:15,556 - mmaction - INFO - Epoch [178][800/940] lr: 1.303e-01, eta: 16:32:37, time: 0.672, data_time: 0.012, memory: 9569, top1_acc: 0.4166, top5_acc: 0.6596, loss_cls: 2.6151, loss: 2.6151, grad_norm: 1.7440 2020-07-25 05:20:28,461 - mmaction - INFO - Epoch [178][820/940] lr: 1.303e-01, eta: 16:32:17, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4066, top5_acc: 0.6623, loss_cls: 2.6556, loss: 2.6556, grad_norm: 1.7295 2020-07-25 05:20:41,462 - mmaction - INFO - Epoch [178][840/940] lr: 1.303e-01, eta: 16:31:58, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4090, top5_acc: 0.6682, loss_cls: 2.6087, loss: 2.6087, grad_norm: 1.7276 2020-07-25 05:20:54,344 - mmaction - INFO - Epoch [178][860/940] lr: 1.303e-01, eta: 16:31:39, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4223, top5_acc: 0.6752, loss_cls: 2.5631, loss: 2.5631, grad_norm: 1.7173 2020-07-25 05:21:07,428 - mmaction - INFO - Epoch [178][880/940] lr: 1.303e-01, eta: 16:31:20, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.4180, top5_acc: 0.6709, loss_cls: 2.5966, loss: 2.5966, grad_norm: 1.7245 2020-07-25 05:21:20,691 - mmaction - INFO - Epoch [178][900/940] lr: 1.303e-01, eta: 16:31:01, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.4260, top5_acc: 0.6707, loss_cls: 2.5619, loss: 2.5619, grad_norm: 1.7385 2020-07-25 05:21:33,575 - mmaction - INFO - Epoch [178][920/940] lr: 1.303e-01, eta: 16:30:42, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4318, top5_acc: 0.6705, loss_cls: 2.5616, loss: 2.5616, grad_norm: 1.7272 2020-07-25 05:21:45,813 - mmaction - INFO - Epoch [178][940/940] lr: 1.303e-01, eta: 16:30:22, time: 0.612, data_time: 0.001, memory: 9569, top1_acc: 0.4170, top5_acc: 0.6644, loss_cls: 2.6088, loss: 2.6088, grad_norm: 1.7349 2020-07-25 05:24:26,992 - mmaction - INFO - Epoch [179][20/940] lr: 1.273e-01, eta: 16:32:13, time: 7.807, data_time: 7.082, memory: 9569, top1_acc: 0.4299, top5_acc: 0.6664, loss_cls: 2.5779, loss: 2.5779, grad_norm: 1.7196 2020-07-25 05:24:40,032 - mmaction - INFO - Epoch [179][40/940] lr: 1.273e-01, eta: 16:31:54, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.4238, top5_acc: 0.6768, loss_cls: 2.5777, loss: 2.5777, grad_norm: 1.7285 2020-07-25 05:24:53,823 - mmaction - INFO - Epoch [179][60/940] lr: 1.273e-01, eta: 16:31:35, time: 0.689, data_time: 0.001, memory: 9569, top1_acc: 0.4133, top5_acc: 0.6746, loss_cls: 2.5852, loss: 2.5852, grad_norm: 1.7501 2020-07-25 05:25:07,040 - mmaction - INFO - Epoch [179][80/940] lr: 1.273e-01, eta: 16:31:16, time: 0.661, data_time: 0.002, memory: 9569, top1_acc: 0.4236, top5_acc: 0.6756, loss_cls: 2.5925, loss: 2.5925, grad_norm: 1.7836 2020-07-25 05:25:19,892 - mmaction - INFO - Epoch [179][100/940] lr: 1.273e-01, eta: 16:30:57, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.4313, top5_acc: 0.6885, loss_cls: 2.5064, loss: 2.5064, grad_norm: 1.7609 2020-07-25 05:25:32,755 - mmaction - INFO - Epoch [179][120/940] lr: 1.273e-01, eta: 16:30:38, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4199, top5_acc: 0.6693, loss_cls: 2.6031, loss: 2.6031, grad_norm: 1.7830 2020-07-25 05:25:45,663 - mmaction - INFO - Epoch [179][140/940] lr: 1.273e-01, eta: 16:30:18, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.4141, top5_acc: 0.6715, loss_cls: 2.6038, loss: 2.6038, grad_norm: 1.7584 2020-07-25 05:25:58,670 - mmaction - INFO - Epoch [179][160/940] lr: 1.273e-01, eta: 16:29:59, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4283, top5_acc: 0.6664, loss_cls: 2.5704, loss: 2.5704, grad_norm: 1.7500 2020-07-25 05:26:11,603 - mmaction - INFO - Epoch [179][180/940] lr: 1.273e-01, eta: 16:29:40, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4254, top5_acc: 0.6740, loss_cls: 2.5817, loss: 2.5817, grad_norm: 1.7596 2020-07-25 05:26:24,497 - mmaction - INFO - Epoch [179][200/940] lr: 1.273e-01, eta: 16:29:21, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4178, top5_acc: 0.6654, loss_cls: 2.5871, loss: 2.5871, grad_norm: 1.7553 2020-07-25 05:26:37,534 - mmaction - INFO - Epoch [179][220/940] lr: 1.273e-01, eta: 16:29:02, time: 0.652, data_time: 0.010, memory: 9569, top1_acc: 0.4223, top5_acc: 0.6699, loss_cls: 2.5662, loss: 2.5662, grad_norm: 1.7410 2020-07-25 05:26:50,875 - mmaction - INFO - Epoch [179][240/940] lr: 1.273e-01, eta: 16:28:43, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.4252, top5_acc: 0.6738, loss_cls: 2.5393, loss: 2.5393, grad_norm: 1.7208 2020-07-25 05:27:03,741 - mmaction - INFO - Epoch [179][260/940] lr: 1.273e-01, eta: 16:28:23, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4240, top5_acc: 0.6650, loss_cls: 2.5886, loss: 2.5886, grad_norm: 1.7517 2020-07-25 05:27:16,757 - mmaction - INFO - Epoch [179][280/940] lr: 1.273e-01, eta: 16:28:04, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.4229, top5_acc: 0.6783, loss_cls: 2.5584, loss: 2.5584, grad_norm: 1.7479 2020-07-25 05:27:29,689 - mmaction - INFO - Epoch [179][300/940] lr: 1.273e-01, eta: 16:27:45, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4262, top5_acc: 0.6705, loss_cls: 2.5775, loss: 2.5775, grad_norm: 1.7440 2020-07-25 05:27:43,391 - mmaction - INFO - Epoch [179][320/940] lr: 1.273e-01, eta: 16:27:27, time: 0.685, data_time: 0.006, memory: 9569, top1_acc: 0.4119, top5_acc: 0.6615, loss_cls: 2.5980, loss: 2.5980, grad_norm: 1.7254 2020-07-25 05:27:56,664 - mmaction - INFO - Epoch [179][340/940] lr: 1.273e-01, eta: 16:27:08, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.4109, top5_acc: 0.6545, loss_cls: 2.6519, loss: 2.6519, grad_norm: 1.7591 2020-07-25 05:28:09,746 - mmaction - INFO - Epoch [179][360/940] lr: 1.273e-01, eta: 16:26:49, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.4197, top5_acc: 0.6861, loss_cls: 2.5309, loss: 2.5309, grad_norm: 1.7184 2020-07-25 05:28:22,649 - mmaction - INFO - Epoch [179][380/940] lr: 1.273e-01, eta: 16:26:29, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4350, top5_acc: 0.6736, loss_cls: 2.5533, loss: 2.5533, grad_norm: 1.7548 2020-07-25 05:28:36,014 - mmaction - INFO - Epoch [179][400/940] lr: 1.273e-01, eta: 16:26:11, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.4252, top5_acc: 0.6725, loss_cls: 2.5854, loss: 2.5854, grad_norm: 1.7542 2020-07-25 05:28:49,310 - mmaction - INFO - Epoch [179][420/940] lr: 1.273e-01, eta: 16:25:52, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.4121, top5_acc: 0.6734, loss_cls: 2.5842, loss: 2.5842, grad_norm: 1.7502 2020-07-25 05:29:02,261 - mmaction - INFO - Epoch [179][440/940] lr: 1.273e-01, eta: 16:25:33, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4088, top5_acc: 0.6660, loss_cls: 2.6246, loss: 2.6246, grad_norm: 1.7509 2020-07-25 05:29:15,156 - mmaction - INFO - Epoch [179][460/940] lr: 1.273e-01, eta: 16:25:13, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4299, top5_acc: 0.6654, loss_cls: 2.5789, loss: 2.5789, grad_norm: 1.7422 2020-07-25 05:29:28,057 - mmaction - INFO - Epoch [179][480/940] lr: 1.273e-01, eta: 16:24:54, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4260, top5_acc: 0.6645, loss_cls: 2.5658, loss: 2.5658, grad_norm: 1.7384 2020-07-25 05:29:41,021 - mmaction - INFO - Epoch [179][500/940] lr: 1.273e-01, eta: 16:24:35, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4133, top5_acc: 0.6646, loss_cls: 2.6158, loss: 2.6158, grad_norm: 1.7626 2020-07-25 05:29:54,438 - mmaction - INFO - Epoch [179][520/940] lr: 1.273e-01, eta: 16:24:16, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.4145, top5_acc: 0.6703, loss_cls: 2.5908, loss: 2.5908, grad_norm: 1.7454 2020-07-25 05:30:08,075 - mmaction - INFO - Epoch [179][540/940] lr: 1.273e-01, eta: 16:23:58, time: 0.682, data_time: 0.001, memory: 9569, top1_acc: 0.4305, top5_acc: 0.6732, loss_cls: 2.5732, loss: 2.5732, grad_norm: 1.7254 2020-07-25 05:30:21,046 - mmaction - INFO - Epoch [179][560/940] lr: 1.273e-01, eta: 16:23:39, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4320, top5_acc: 0.6713, loss_cls: 2.5515, loss: 2.5515, grad_norm: 1.7210 2020-07-25 05:30:34,333 - mmaction - INFO - Epoch [179][580/940] lr: 1.273e-01, eta: 16:23:20, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.4178, top5_acc: 0.6691, loss_cls: 2.5722, loss: 2.5722, grad_norm: 1.7576 2020-07-25 05:30:47,248 - mmaction - INFO - Epoch [179][600/940] lr: 1.273e-01, eta: 16:23:01, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4172, top5_acc: 0.6580, loss_cls: 2.6165, loss: 2.6165, grad_norm: 1.7663 2020-07-25 05:31:00,518 - mmaction - INFO - Epoch [179][620/940] lr: 1.273e-01, eta: 16:22:42, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.4158, top5_acc: 0.6646, loss_cls: 2.6020, loss: 2.6020, grad_norm: 1.7097 2020-07-25 05:31:13,632 - mmaction - INFO - Epoch [179][640/940] lr: 1.273e-01, eta: 16:22:23, time: 0.656, data_time: 0.003, memory: 9569, top1_acc: 0.4105, top5_acc: 0.6613, loss_cls: 2.6091, loss: 2.6091, grad_norm: 1.6958 2020-07-25 05:31:26,884 - mmaction - INFO - Epoch [179][660/940] lr: 1.273e-01, eta: 16:22:04, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.4154, top5_acc: 0.6617, loss_cls: 2.5961, loss: 2.5961, grad_norm: 1.7310 2020-07-25 05:31:40,514 - mmaction - INFO - Epoch [179][680/940] lr: 1.273e-01, eta: 16:21:45, time: 0.681, data_time: 0.001, memory: 9569, top1_acc: 0.4152, top5_acc: 0.6570, loss_cls: 2.6216, loss: 2.6216, grad_norm: 1.7634 2020-07-25 05:31:53,507 - mmaction - INFO - Epoch [179][700/940] lr: 1.273e-01, eta: 16:21:26, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4186, top5_acc: 0.6631, loss_cls: 2.6237, loss: 2.6237, grad_norm: 1.7022 2020-07-25 05:32:06,808 - mmaction - INFO - Epoch [179][720/940] lr: 1.273e-01, eta: 16:21:07, time: 0.666, data_time: 0.003, memory: 9569, top1_acc: 0.4209, top5_acc: 0.6736, loss_cls: 2.5797, loss: 2.5797, grad_norm: 1.7309 2020-07-25 05:32:19,731 - mmaction - INFO - Epoch [179][740/940] lr: 1.273e-01, eta: 16:20:48, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4061, top5_acc: 0.6602, loss_cls: 2.6363, loss: 2.6363, grad_norm: 1.7595 2020-07-25 05:32:32,796 - mmaction - INFO - Epoch [179][760/940] lr: 1.273e-01, eta: 16:20:29, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.4129, top5_acc: 0.6629, loss_cls: 2.6186, loss: 2.6186, grad_norm: 1.7548 2020-07-25 05:32:45,966 - mmaction - INFO - Epoch [179][780/940] lr: 1.273e-01, eta: 16:20:10, time: 0.659, data_time: 0.002, memory: 9569, top1_acc: 0.4227, top5_acc: 0.6594, loss_cls: 2.6121, loss: 2.6121, grad_norm: 1.7478 2020-07-25 05:32:59,891 - mmaction - INFO - Epoch [179][800/940] lr: 1.273e-01, eta: 16:19:52, time: 0.696, data_time: 0.002, memory: 9569, top1_acc: 0.4041, top5_acc: 0.6475, loss_cls: 2.6900, loss: 2.6900, grad_norm: 1.7311 2020-07-25 05:33:13,247 - mmaction - INFO - Epoch [179][820/940] lr: 1.273e-01, eta: 16:19:33, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.4156, top5_acc: 0.6664, loss_cls: 2.6191, loss: 2.6191, grad_norm: 1.7361 2020-07-25 05:33:26,138 - mmaction - INFO - Epoch [179][840/940] lr: 1.273e-01, eta: 16:19:14, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4258, top5_acc: 0.6687, loss_cls: 2.5676, loss: 2.5676, grad_norm: 1.7660 2020-07-25 05:33:39,093 - mmaction - INFO - Epoch [179][860/940] lr: 1.273e-01, eta: 16:18:55, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4201, top5_acc: 0.6658, loss_cls: 2.5920, loss: 2.5920, grad_norm: 1.7521 2020-07-25 05:33:52,023 - mmaction - INFO - Epoch [179][880/940] lr: 1.273e-01, eta: 16:18:36, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4227, top5_acc: 0.6709, loss_cls: 2.5765, loss: 2.5765, grad_norm: 1.7658 2020-07-25 05:34:04,980 - mmaction - INFO - Epoch [179][900/940] lr: 1.273e-01, eta: 16:18:17, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4207, top5_acc: 0.6662, loss_cls: 2.5698, loss: 2.5698, grad_norm: 1.7530 2020-07-25 05:34:17,864 - mmaction - INFO - Epoch [179][920/940] lr: 1.273e-01, eta: 16:17:58, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4318, top5_acc: 0.6707, loss_cls: 2.5330, loss: 2.5330, grad_norm: 1.7304 2020-07-25 05:34:30,024 - mmaction - INFO - Epoch [179][940/940] lr: 1.273e-01, eta: 16:17:38, time: 0.609, data_time: 0.001, memory: 9569, top1_acc: 0.4209, top5_acc: 0.6662, loss_cls: 2.6271, loss: 2.6271, grad_norm: 1.7709 2020-07-25 05:37:05,710 - mmaction - INFO - Epoch [180][20/940] lr: 1.243e-01, eta: 16:19:22, time: 7.584, data_time: 6.845, memory: 9569, top1_acc: 0.4240, top5_acc: 0.6686, loss_cls: 2.5835, loss: 2.5835, grad_norm: 1.7666 2020-07-25 05:37:18,627 - mmaction - INFO - Epoch [180][40/940] lr: 1.243e-01, eta: 16:19:02, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4232, top5_acc: 0.6705, loss_cls: 2.5527, loss: 2.5527, grad_norm: 1.7508 2020-07-25 05:37:31,980 - mmaction - INFO - Epoch [180][60/940] lr: 1.243e-01, eta: 16:18:44, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.4246, top5_acc: 0.6783, loss_cls: 2.5677, loss: 2.5677, grad_norm: 1.7749 2020-07-25 05:37:44,832 - mmaction - INFO - Epoch [180][80/940] lr: 1.243e-01, eta: 16:18:24, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4338, top5_acc: 0.6824, loss_cls: 2.5211, loss: 2.5211, grad_norm: 1.7488 2020-07-25 05:37:57,893 - mmaction - INFO - Epoch [180][100/940] lr: 1.243e-01, eta: 16:18:05, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.4217, top5_acc: 0.6758, loss_cls: 2.5468, loss: 2.5468, grad_norm: 1.7673 2020-07-25 05:38:10,993 - mmaction - INFO - Epoch [180][120/940] lr: 1.243e-01, eta: 16:17:46, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.4277, top5_acc: 0.6607, loss_cls: 2.5908, loss: 2.5908, grad_norm: 1.7753 2020-07-25 05:38:24,377 - mmaction - INFO - Epoch [180][140/940] lr: 1.243e-01, eta: 16:17:28, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.4236, top5_acc: 0.6646, loss_cls: 2.5913, loss: 2.5913, grad_norm: 1.7489 2020-07-25 05:38:37,293 - mmaction - INFO - Epoch [180][160/940] lr: 1.243e-01, eta: 16:17:08, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4287, top5_acc: 0.6770, loss_cls: 2.5265, loss: 2.5265, grad_norm: 1.7518 2020-07-25 05:38:50,220 - mmaction - INFO - Epoch [180][180/940] lr: 1.243e-01, eta: 16:16:49, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4316, top5_acc: 0.6850, loss_cls: 2.5535, loss: 2.5535, grad_norm: 1.7692 2020-07-25 05:39:03,096 - mmaction - INFO - Epoch [180][200/940] lr: 1.243e-01, eta: 16:16:30, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4246, top5_acc: 0.6654, loss_cls: 2.5717, loss: 2.5717, grad_norm: 1.7695 2020-07-25 05:39:16,034 - mmaction - INFO - Epoch [180][220/940] lr: 1.243e-01, eta: 16:16:11, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4357, top5_acc: 0.6791, loss_cls: 2.5512, loss: 2.5512, grad_norm: 1.7728 2020-07-25 05:39:28,940 - mmaction - INFO - Epoch [180][240/940] lr: 1.243e-01, eta: 16:15:52, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4176, top5_acc: 0.6650, loss_cls: 2.5843, loss: 2.5843, grad_norm: 1.7911 2020-07-25 05:39:41,834 - mmaction - INFO - Epoch [180][260/940] lr: 1.243e-01, eta: 16:15:33, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4273, top5_acc: 0.6811, loss_cls: 2.5415, loss: 2.5415, grad_norm: 1.7757 2020-07-25 05:39:54,890 - mmaction - INFO - Epoch [180][280/940] lr: 1.243e-01, eta: 16:15:14, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.4275, top5_acc: 0.6707, loss_cls: 2.5564, loss: 2.5564, grad_norm: 1.7643 2020-07-25 05:40:08,455 - mmaction - INFO - Epoch [180][300/940] lr: 1.243e-01, eta: 16:14:55, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.4191, top5_acc: 0.6676, loss_cls: 2.5958, loss: 2.5958, grad_norm: 1.7340 2020-07-25 05:40:21,390 - mmaction - INFO - Epoch [180][320/940] lr: 1.243e-01, eta: 16:14:36, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4260, top5_acc: 0.6725, loss_cls: 2.5581, loss: 2.5581, grad_norm: 1.7698 2020-07-25 05:40:34,298 - mmaction - INFO - Epoch [180][340/940] lr: 1.243e-01, eta: 16:14:17, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4143, top5_acc: 0.6721, loss_cls: 2.5713, loss: 2.5713, grad_norm: 1.7798 2020-07-25 05:40:47,699 - mmaction - INFO - Epoch [180][360/940] lr: 1.243e-01, eta: 16:13:58, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.4156, top5_acc: 0.6635, loss_cls: 2.5845, loss: 2.5845, grad_norm: 1.8103 2020-07-25 05:41:00,617 - mmaction - INFO - Epoch [180][380/940] lr: 1.243e-01, eta: 16:13:39, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4162, top5_acc: 0.6686, loss_cls: 2.5876, loss: 2.5876, grad_norm: 1.7588 2020-07-25 05:41:13,532 - mmaction - INFO - Epoch [180][400/940] lr: 1.243e-01, eta: 16:13:20, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4391, top5_acc: 0.6764, loss_cls: 2.5302, loss: 2.5302, grad_norm: 1.7318 2020-07-25 05:41:26,470 - mmaction - INFO - Epoch [180][420/940] lr: 1.243e-01, eta: 16:13:01, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4162, top5_acc: 0.6654, loss_cls: 2.5763, loss: 2.5763, grad_norm: 1.7584 2020-07-25 05:41:40,138 - mmaction - INFO - Epoch [180][440/940] lr: 1.243e-01, eta: 16:12:42, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.4172, top5_acc: 0.6645, loss_cls: 2.5834, loss: 2.5834, grad_norm: 1.7593 2020-07-25 05:41:53,041 - mmaction - INFO - Epoch [180][460/940] lr: 1.243e-01, eta: 16:12:23, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.4236, top5_acc: 0.6742, loss_cls: 2.5560, loss: 2.5560, grad_norm: 1.7756 2020-07-25 05:42:05,964 - mmaction - INFO - Epoch [180][480/940] lr: 1.243e-01, eta: 16:12:04, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4307, top5_acc: 0.6723, loss_cls: 2.5699, loss: 2.5699, grad_norm: 1.7853 2020-07-25 05:42:19,052 - mmaction - INFO - Epoch [180][500/940] lr: 1.243e-01, eta: 16:11:45, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.4230, top5_acc: 0.6717, loss_cls: 2.5905, loss: 2.5905, grad_norm: 1.7481 2020-07-25 05:42:31,956 - mmaction - INFO - Epoch [180][520/940] lr: 1.243e-01, eta: 16:11:26, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.4270, top5_acc: 0.6813, loss_cls: 2.5215, loss: 2.5215, grad_norm: 1.7742 2020-07-25 05:42:45,645 - mmaction - INFO - Epoch [180][540/940] lr: 1.243e-01, eta: 16:11:07, time: 0.685, data_time: 0.002, memory: 9569, top1_acc: 0.4291, top5_acc: 0.6672, loss_cls: 2.5661, loss: 2.5661, grad_norm: 1.7548 2020-07-25 05:42:59,008 - mmaction - INFO - Epoch [180][560/940] lr: 1.243e-01, eta: 16:10:49, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.4381, top5_acc: 0.6844, loss_cls: 2.4866, loss: 2.4866, grad_norm: 1.7390 2020-07-25 05:43:11,926 - mmaction - INFO - Epoch [180][580/940] lr: 1.243e-01, eta: 16:10:30, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4199, top5_acc: 0.6607, loss_cls: 2.6044, loss: 2.6044, grad_norm: 1.7936 2020-07-25 05:43:24,881 - mmaction - INFO - Epoch [180][600/940] lr: 1.243e-01, eta: 16:10:11, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4236, top5_acc: 0.6689, loss_cls: 2.5777, loss: 2.5777, grad_norm: 1.7346 2020-07-25 05:43:37,849 - mmaction - INFO - Epoch [180][620/940] lr: 1.243e-01, eta: 16:09:52, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4262, top5_acc: 0.6805, loss_cls: 2.5291, loss: 2.5291, grad_norm: 1.7633 2020-07-25 05:43:51,231 - mmaction - INFO - Epoch [180][640/940] lr: 1.243e-01, eta: 16:09:33, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.4090, top5_acc: 0.6539, loss_cls: 2.6611, loss: 2.6611, grad_norm: 1.7796 2020-07-25 05:44:04,145 - mmaction - INFO - Epoch [180][660/940] lr: 1.243e-01, eta: 16:09:14, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4266, top5_acc: 0.6717, loss_cls: 2.5372, loss: 2.5372, grad_norm: 1.7373 2020-07-25 05:44:17,047 - mmaction - INFO - Epoch [180][680/940] lr: 1.243e-01, eta: 16:08:55, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4246, top5_acc: 0.6746, loss_cls: 2.5714, loss: 2.5714, grad_norm: 1.7744 2020-07-25 05:44:30,458 - mmaction - INFO - Epoch [180][700/940] lr: 1.243e-01, eta: 16:08:36, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.4166, top5_acc: 0.6668, loss_cls: 2.5854, loss: 2.5854, grad_norm: 1.7854 2020-07-25 05:44:43,523 - mmaction - INFO - Epoch [180][720/940] lr: 1.243e-01, eta: 16:08:17, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.4072, top5_acc: 0.6623, loss_cls: 2.6479, loss: 2.6479, grad_norm: 1.7597 2020-07-25 05:44:56,935 - mmaction - INFO - Epoch [180][740/940] lr: 1.243e-01, eta: 16:07:58, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.4145, top5_acc: 0.6660, loss_cls: 2.6030, loss: 2.6030, grad_norm: 1.7409 2020-07-25 05:45:09,982 - mmaction - INFO - Epoch [180][760/940] lr: 1.243e-01, eta: 16:07:39, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.4281, top5_acc: 0.6680, loss_cls: 2.5470, loss: 2.5470, grad_norm: 1.7416 2020-07-25 05:45:23,979 - mmaction - INFO - Epoch [180][780/940] lr: 1.243e-01, eta: 16:07:21, time: 0.700, data_time: 0.001, memory: 9569, top1_acc: 0.4168, top5_acc: 0.6689, loss_cls: 2.5709, loss: 2.5709, grad_norm: 1.7723 2020-07-25 05:45:36,883 - mmaction - INFO - Epoch [180][800/940] lr: 1.243e-01, eta: 16:07:02, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4271, top5_acc: 0.6723, loss_cls: 2.5491, loss: 2.5491, grad_norm: 1.7609 2020-07-25 05:45:50,162 - mmaction - INFO - Epoch [180][820/940] lr: 1.243e-01, eta: 16:06:43, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.4041, top5_acc: 0.6568, loss_cls: 2.6472, loss: 2.6472, grad_norm: 1.7885 2020-07-25 05:46:03,083 - mmaction - INFO - Epoch [180][840/940] lr: 1.243e-01, eta: 16:06:24, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4189, top5_acc: 0.6625, loss_cls: 2.5918, loss: 2.5918, grad_norm: 1.7749 2020-07-25 05:46:16,074 - mmaction - INFO - Epoch [180][860/940] lr: 1.243e-01, eta: 16:06:05, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.4283, top5_acc: 0.6746, loss_cls: 2.5387, loss: 2.5387, grad_norm: 1.7561 2020-07-25 05:46:28,967 - mmaction - INFO - Epoch [180][880/940] lr: 1.243e-01, eta: 16:05:46, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4064, top5_acc: 0.6666, loss_cls: 2.5840, loss: 2.5840, grad_norm: 1.7965 2020-07-25 05:46:41,985 - mmaction - INFO - Epoch [180][900/940] lr: 1.243e-01, eta: 16:05:27, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.4139, top5_acc: 0.6625, loss_cls: 2.6267, loss: 2.6267, grad_norm: 1.7931 2020-07-25 05:46:55,244 - mmaction - INFO - Epoch [180][920/940] lr: 1.243e-01, eta: 16:05:09, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.4098, top5_acc: 0.6582, loss_cls: 2.6344, loss: 2.6344, grad_norm: 1.7919 2020-07-25 05:47:07,474 - mmaction - INFO - Epoch [180][940/940] lr: 1.243e-01, eta: 16:04:49, time: 0.612, data_time: 0.001, memory: 9569, top1_acc: 0.4152, top5_acc: 0.6759, loss_cls: 2.5628, loss: 2.5628, grad_norm: 1.8127 2020-07-25 05:47:11,160 - mmaction - INFO - Saving checkpoint at 180 epochs 2020-07-25 05:49:29,689 - mmaction - INFO - Epoch [181][20/940] lr: 1.213e-01, eta: 16:06:17, time: 6.856, data_time: 5.672, memory: 9569, top1_acc: 0.4314, top5_acc: 0.6736, loss_cls: 2.5472, loss: 2.5472, grad_norm: 1.7888 2020-07-25 05:49:42,734 - mmaction - INFO - Epoch [181][40/940] lr: 1.213e-01, eta: 16:05:58, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.4313, top5_acc: 0.6766, loss_cls: 2.5447, loss: 2.5447, grad_norm: 1.7529 2020-07-25 05:49:56,017 - mmaction - INFO - Epoch [181][60/940] lr: 1.213e-01, eta: 16:05:39, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.4227, top5_acc: 0.6734, loss_cls: 2.5464, loss: 2.5464, grad_norm: 1.7674 2020-07-25 05:50:08,977 - mmaction - INFO - Epoch [181][80/940] lr: 1.213e-01, eta: 16:05:20, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4412, top5_acc: 0.6828, loss_cls: 2.4961, loss: 2.4961, grad_norm: 1.7702 2020-07-25 05:50:22,010 - mmaction - INFO - Epoch [181][100/940] lr: 1.213e-01, eta: 16:05:01, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.4246, top5_acc: 0.6756, loss_cls: 2.5354, loss: 2.5354, grad_norm: 1.7348 2020-07-25 05:50:34,901 - mmaction - INFO - Epoch [181][120/940] lr: 1.213e-01, eta: 16:04:42, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4307, top5_acc: 0.6691, loss_cls: 2.5488, loss: 2.5488, grad_norm: 1.7438 2020-07-25 05:50:47,819 - mmaction - INFO - Epoch [181][140/940] lr: 1.213e-01, eta: 16:04:23, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4342, top5_acc: 0.6766, loss_cls: 2.5204, loss: 2.5204, grad_norm: 1.7794 2020-07-25 05:51:00,847 - mmaction - INFO - Epoch [181][160/940] lr: 1.213e-01, eta: 16:04:04, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.4260, top5_acc: 0.6754, loss_cls: 2.5541, loss: 2.5541, grad_norm: 1.7881 2020-07-25 05:51:13,708 - mmaction - INFO - Epoch [181][180/940] lr: 1.213e-01, eta: 16:03:45, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4242, top5_acc: 0.6787, loss_cls: 2.5388, loss: 2.5388, grad_norm: 1.7785 2020-07-25 05:51:27,097 - mmaction - INFO - Epoch [181][200/940] lr: 1.213e-01, eta: 16:03:26, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.4197, top5_acc: 0.6824, loss_cls: 2.5490, loss: 2.5490, grad_norm: 1.8152 2020-07-25 05:51:40,056 - mmaction - INFO - Epoch [181][220/940] lr: 1.213e-01, eta: 16:03:07, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4203, top5_acc: 0.6740, loss_cls: 2.5906, loss: 2.5906, grad_norm: 1.7873 2020-07-25 05:51:53,218 - mmaction - INFO - Epoch [181][240/940] lr: 1.213e-01, eta: 16:02:48, time: 0.658, data_time: 0.001, memory: 9569, top1_acc: 0.4287, top5_acc: 0.6754, loss_cls: 2.5764, loss: 2.5764, grad_norm: 1.7905 2020-07-25 05:52:06,619 - mmaction - INFO - Epoch [181][260/940] lr: 1.213e-01, eta: 16:02:30, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.4158, top5_acc: 0.6652, loss_cls: 2.5915, loss: 2.5915, grad_norm: 1.7722 2020-07-25 05:52:19,542 - mmaction - INFO - Epoch [181][280/940] lr: 1.213e-01, eta: 16:02:11, time: 0.644, data_time: 0.003, memory: 9569, top1_acc: 0.4244, top5_acc: 0.6723, loss_cls: 2.5767, loss: 2.5767, grad_norm: 1.7888 2020-07-25 05:52:32,915 - mmaction - INFO - Epoch [181][300/940] lr: 1.213e-01, eta: 16:01:52, time: 0.671, data_time: 0.004, memory: 9569, top1_acc: 0.4166, top5_acc: 0.6695, loss_cls: 2.6105, loss: 2.6105, grad_norm: 1.8115 2020-07-25 05:52:45,875 - mmaction - INFO - Epoch [181][320/940] lr: 1.213e-01, eta: 16:01:33, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4129, top5_acc: 0.6736, loss_cls: 2.5732, loss: 2.5732, grad_norm: 1.7903 2020-07-25 05:52:58,919 - mmaction - INFO - Epoch [181][340/940] lr: 1.213e-01, eta: 16:01:14, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.4203, top5_acc: 0.6723, loss_cls: 2.5722, loss: 2.5722, grad_norm: 1.7864 2020-07-25 05:53:12,793 - mmaction - INFO - Epoch [181][360/940] lr: 1.213e-01, eta: 16:00:56, time: 0.694, data_time: 0.001, memory: 9569, top1_acc: 0.4217, top5_acc: 0.6680, loss_cls: 2.5605, loss: 2.5605, grad_norm: 1.7798 2020-07-25 05:53:25,909 - mmaction - INFO - Epoch [181][380/940] lr: 1.213e-01, eta: 16:00:37, time: 0.656, data_time: 0.003, memory: 9569, top1_acc: 0.4393, top5_acc: 0.6820, loss_cls: 2.5175, loss: 2.5175, grad_norm: 1.7705 2020-07-25 05:53:38,804 - mmaction - INFO - Epoch [181][400/940] lr: 1.213e-01, eta: 16:00:18, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4309, top5_acc: 0.6646, loss_cls: 2.6019, loss: 2.6019, grad_norm: 1.7944 2020-07-25 05:53:51,769 - mmaction - INFO - Epoch [181][420/940] lr: 1.213e-01, eta: 15:59:59, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4283, top5_acc: 0.6697, loss_cls: 2.5710, loss: 2.5710, grad_norm: 1.7651 2020-07-25 05:54:05,119 - mmaction - INFO - Epoch [181][440/940] lr: 1.213e-01, eta: 15:59:40, time: 0.668, data_time: 0.003, memory: 9569, top1_acc: 0.4215, top5_acc: 0.6658, loss_cls: 2.5807, loss: 2.5807, grad_norm: 1.7871 2020-07-25 05:54:18,073 - mmaction - INFO - Epoch [181][460/940] lr: 1.213e-01, eta: 15:59:21, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4332, top5_acc: 0.6748, loss_cls: 2.5509, loss: 2.5509, grad_norm: 1.7825 2020-07-25 05:54:31,084 - mmaction - INFO - Epoch [181][480/940] lr: 1.213e-01, eta: 15:59:02, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4199, top5_acc: 0.6645, loss_cls: 2.6096, loss: 2.6096, grad_norm: 1.7772 2020-07-25 05:54:43,964 - mmaction - INFO - Epoch [181][500/940] lr: 1.213e-01, eta: 15:58:43, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4148, top5_acc: 0.6670, loss_cls: 2.6000, loss: 2.6000, grad_norm: 1.7646 2020-07-25 05:54:56,888 - mmaction - INFO - Epoch [181][520/940] lr: 1.213e-01, eta: 15:58:24, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4240, top5_acc: 0.6635, loss_cls: 2.5975, loss: 2.5975, grad_norm: 1.7382 2020-07-25 05:55:09,758 - mmaction - INFO - Epoch [181][540/940] lr: 1.213e-01, eta: 15:58:05, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4223, top5_acc: 0.6635, loss_cls: 2.5817, loss: 2.5817, grad_norm: 1.7673 2020-07-25 05:55:22,864 - mmaction - INFO - Epoch [181][560/940] lr: 1.213e-01, eta: 15:57:46, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.4242, top5_acc: 0.6719, loss_cls: 2.5366, loss: 2.5366, grad_norm: 1.7563 2020-07-25 05:55:35,873 - mmaction - INFO - Epoch [181][580/940] lr: 1.213e-01, eta: 15:57:27, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4307, top5_acc: 0.6730, loss_cls: 2.5594, loss: 2.5594, grad_norm: 1.7771 2020-07-25 05:55:48,911 - mmaction - INFO - Epoch [181][600/940] lr: 1.213e-01, eta: 15:57:08, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.4289, top5_acc: 0.6756, loss_cls: 2.5336, loss: 2.5336, grad_norm: 1.7843 2020-07-25 05:56:02,366 - mmaction - INFO - Epoch [181][620/940] lr: 1.213e-01, eta: 15:56:50, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.4217, top5_acc: 0.6768, loss_cls: 2.5859, loss: 2.5859, grad_norm: 1.8246 2020-07-25 05:56:15,743 - mmaction - INFO - Epoch [181][640/940] lr: 1.213e-01, eta: 15:56:31, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.4188, top5_acc: 0.6721, loss_cls: 2.5571, loss: 2.5571, grad_norm: 1.7811 2020-07-25 05:56:29,082 - mmaction - INFO - Epoch [181][660/940] lr: 1.213e-01, eta: 15:56:13, time: 0.667, data_time: 0.018, memory: 9569, top1_acc: 0.4270, top5_acc: 0.6676, loss_cls: 2.5659, loss: 2.5659, grad_norm: 1.7645 2020-07-25 05:56:41,993 - mmaction - INFO - Epoch [181][680/940] lr: 1.213e-01, eta: 15:55:54, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4297, top5_acc: 0.6648, loss_cls: 2.5974, loss: 2.5974, grad_norm: 1.7755 2020-07-25 05:56:55,072 - mmaction - INFO - Epoch [181][700/940] lr: 1.213e-01, eta: 15:55:35, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.4174, top5_acc: 0.6684, loss_cls: 2.5876, loss: 2.5876, grad_norm: 1.7530 2020-07-25 05:57:08,091 - mmaction - INFO - Epoch [181][720/940] lr: 1.213e-01, eta: 15:55:16, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4213, top5_acc: 0.6709, loss_cls: 2.5576, loss: 2.5576, grad_norm: 1.7439 2020-07-25 05:57:21,129 - mmaction - INFO - Epoch [181][740/940] lr: 1.213e-01, eta: 15:54:57, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.4291, top5_acc: 0.6828, loss_cls: 2.5153, loss: 2.5153, grad_norm: 1.7758 2020-07-25 05:57:34,069 - mmaction - INFO - Epoch [181][760/940] lr: 1.213e-01, eta: 15:54:38, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4398, top5_acc: 0.6908, loss_cls: 2.4900, loss: 2.4900, grad_norm: 1.7747 2020-07-25 05:57:46,984 - mmaction - INFO - Epoch [181][780/940] lr: 1.213e-01, eta: 15:54:19, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4100, top5_acc: 0.6584, loss_cls: 2.6232, loss: 2.6232, grad_norm: 1.8020 2020-07-25 05:57:59,967 - mmaction - INFO - Epoch [181][800/940] lr: 1.213e-01, eta: 15:54:00, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4336, top5_acc: 0.6705, loss_cls: 2.5695, loss: 2.5695, grad_norm: 1.7442 2020-07-25 05:58:12,923 - mmaction - INFO - Epoch [181][820/940] lr: 1.213e-01, eta: 15:53:41, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4268, top5_acc: 0.6734, loss_cls: 2.5420, loss: 2.5420, grad_norm: 1.7884 2020-07-25 05:58:26,253 - mmaction - INFO - Epoch [181][840/940] lr: 1.213e-01, eta: 15:53:22, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.4303, top5_acc: 0.6830, loss_cls: 2.5191, loss: 2.5191, grad_norm: 1.7855 2020-07-25 05:58:39,393 - mmaction - INFO - Epoch [181][860/940] lr: 1.213e-01, eta: 15:53:04, time: 0.657, data_time: 0.002, memory: 9569, top1_acc: 0.4182, top5_acc: 0.6775, loss_cls: 2.5756, loss: 2.5756, grad_norm: 1.8279 2020-07-25 05:58:52,691 - mmaction - INFO - Epoch [181][880/940] lr: 1.213e-01, eta: 15:52:45, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.4369, top5_acc: 0.6773, loss_cls: 2.5289, loss: 2.5289, grad_norm: 1.7792 2020-07-25 05:59:05,641 - mmaction - INFO - Epoch [181][900/940] lr: 1.213e-01, eta: 15:52:26, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4221, top5_acc: 0.6779, loss_cls: 2.5632, loss: 2.5632, grad_norm: 1.8257 2020-07-25 05:59:18,910 - mmaction - INFO - Epoch [181][920/940] lr: 1.213e-01, eta: 15:52:07, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.4062, top5_acc: 0.6568, loss_cls: 2.6438, loss: 2.6438, grad_norm: 1.8250 2020-07-25 05:59:31,098 - mmaction - INFO - Epoch [181][940/940] lr: 1.213e-01, eta: 15:51:48, time: 0.611, data_time: 0.002, memory: 9569, top1_acc: 0.4267, top5_acc: 0.6678, loss_cls: 2.5716, loss: 2.5716, grad_norm: 1.8065 2020-07-25 06:01:56,334 - mmaction - INFO - Epoch [182][20/940] lr: 1.183e-01, eta: 15:53:17, time: 7.064, data_time: 6.025, memory: 9569, top1_acc: 0.4260, top5_acc: 0.6740, loss_cls: 2.5151, loss: 2.5151, grad_norm: 1.7960 2020-07-25 06:02:09,583 - mmaction - INFO - Epoch [182][40/940] lr: 1.183e-01, eta: 15:52:58, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.4260, top5_acc: 0.6756, loss_cls: 2.5449, loss: 2.5449, grad_norm: 1.7931 2020-07-25 06:02:22,579 - mmaction - INFO - Epoch [182][60/940] lr: 1.183e-01, eta: 15:52:39, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.4410, top5_acc: 0.6855, loss_cls: 2.4546, loss: 2.4546, grad_norm: 1.7906 2020-07-25 06:02:35,419 - mmaction - INFO - Epoch [182][80/940] lr: 1.183e-01, eta: 15:52:20, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.4330, top5_acc: 0.6766, loss_cls: 2.5231, loss: 2.5231, grad_norm: 1.7952 2020-07-25 06:02:48,687 - mmaction - INFO - Epoch [182][100/940] lr: 1.183e-01, eta: 15:52:01, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.4354, top5_acc: 0.6779, loss_cls: 2.5143, loss: 2.5143, grad_norm: 1.7807 2020-07-25 06:03:01,619 - mmaction - INFO - Epoch [182][120/940] lr: 1.183e-01, eta: 15:51:42, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4328, top5_acc: 0.6789, loss_cls: 2.4982, loss: 2.4982, grad_norm: 1.8219 2020-07-25 06:03:14,851 - mmaction - INFO - Epoch [182][140/940] lr: 1.183e-01, eta: 15:51:24, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.4363, top5_acc: 0.6807, loss_cls: 2.5100, loss: 2.5100, grad_norm: 1.8137 2020-07-25 06:03:27,759 - mmaction - INFO - Epoch [182][160/940] lr: 1.183e-01, eta: 15:51:05, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4320, top5_acc: 0.6734, loss_cls: 2.5370, loss: 2.5370, grad_norm: 1.8112 2020-07-25 06:03:40,994 - mmaction - INFO - Epoch [182][180/940] lr: 1.183e-01, eta: 15:50:46, time: 0.663, data_time: 0.003, memory: 9569, top1_acc: 0.4236, top5_acc: 0.6639, loss_cls: 2.5815, loss: 2.5815, grad_norm: 1.8178 2020-07-25 06:03:53,870 - mmaction - INFO - Epoch [182][200/940] lr: 1.183e-01, eta: 15:50:27, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4297, top5_acc: 0.6715, loss_cls: 2.5790, loss: 2.5790, grad_norm: 1.8100 2020-07-25 06:04:06,913 - mmaction - INFO - Epoch [182][220/940] lr: 1.183e-01, eta: 15:50:08, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.4475, top5_acc: 0.6877, loss_cls: 2.4795, loss: 2.4795, grad_norm: 1.7791 2020-07-25 06:04:20,814 - mmaction - INFO - Epoch [182][240/940] lr: 1.183e-01, eta: 15:49:50, time: 0.695, data_time: 0.002, memory: 9569, top1_acc: 0.4248, top5_acc: 0.6687, loss_cls: 2.5579, loss: 2.5579, grad_norm: 1.8246 2020-07-25 06:04:33,854 - mmaction - INFO - Epoch [182][260/940] lr: 1.183e-01, eta: 15:49:31, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.4338, top5_acc: 0.6805, loss_cls: 2.5218, loss: 2.5218, grad_norm: 1.7929 2020-07-25 06:04:47,767 - mmaction - INFO - Epoch [182][280/940] lr: 1.183e-01, eta: 15:49:13, time: 0.694, data_time: 0.001, memory: 9569, top1_acc: 0.4350, top5_acc: 0.6828, loss_cls: 2.5057, loss: 2.5057, grad_norm: 1.7852 2020-07-25 06:05:00,701 - mmaction - INFO - Epoch [182][300/940] lr: 1.183e-01, eta: 15:48:54, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.4172, top5_acc: 0.6652, loss_cls: 2.5926, loss: 2.5926, grad_norm: 1.8039 2020-07-25 06:05:14,480 - mmaction - INFO - Epoch [182][320/940] lr: 1.183e-01, eta: 15:48:36, time: 0.689, data_time: 0.002, memory: 9569, top1_acc: 0.4381, top5_acc: 0.6742, loss_cls: 2.5273, loss: 2.5273, grad_norm: 1.8104 2020-07-25 06:05:27,365 - mmaction - INFO - Epoch [182][340/940] lr: 1.183e-01, eta: 15:48:17, time: 0.644, data_time: 0.003, memory: 9569, top1_acc: 0.4207, top5_acc: 0.6764, loss_cls: 2.5532, loss: 2.5532, grad_norm: 1.8132 2020-07-25 06:05:40,383 - mmaction - INFO - Epoch [182][360/940] lr: 1.183e-01, eta: 15:47:58, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.4307, top5_acc: 0.6773, loss_cls: 2.5247, loss: 2.5247, grad_norm: 1.7712 2020-07-25 06:05:53,276 - mmaction - INFO - Epoch [182][380/940] lr: 1.183e-01, eta: 15:47:39, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4254, top5_acc: 0.6744, loss_cls: 2.5532, loss: 2.5532, grad_norm: 1.8116 2020-07-25 06:06:06,797 - mmaction - INFO - Epoch [182][400/940] lr: 1.183e-01, eta: 15:47:20, time: 0.676, data_time: 0.001, memory: 9569, top1_acc: 0.4289, top5_acc: 0.6703, loss_cls: 2.5826, loss: 2.5826, grad_norm: 1.8059 2020-07-25 06:06:19,717 - mmaction - INFO - Epoch [182][420/940] lr: 1.183e-01, eta: 15:47:01, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4213, top5_acc: 0.6756, loss_cls: 2.5396, loss: 2.5396, grad_norm: 1.7929 2020-07-25 06:06:32,634 - mmaction - INFO - Epoch [182][440/940] lr: 1.183e-01, eta: 15:46:42, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.4199, top5_acc: 0.6662, loss_cls: 2.5816, loss: 2.5816, grad_norm: 1.8074 2020-07-25 06:06:45,536 - mmaction - INFO - Epoch [182][460/940] lr: 1.183e-01, eta: 15:46:23, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4301, top5_acc: 0.6816, loss_cls: 2.5163, loss: 2.5163, grad_norm: 1.7708 2020-07-25 06:06:58,633 - mmaction - INFO - Epoch [182][480/940] lr: 1.183e-01, eta: 15:46:04, time: 0.654, data_time: 0.009, memory: 9569, top1_acc: 0.4232, top5_acc: 0.6828, loss_cls: 2.5201, loss: 2.5201, grad_norm: 1.7921 2020-07-25 06:07:12,074 - mmaction - INFO - Epoch [182][500/940] lr: 1.183e-01, eta: 15:45:46, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.4309, top5_acc: 0.6738, loss_cls: 2.5406, loss: 2.5406, grad_norm: 1.8010 2020-07-25 06:07:25,058 - mmaction - INFO - Epoch [182][520/940] lr: 1.183e-01, eta: 15:45:27, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4219, top5_acc: 0.6674, loss_cls: 2.5689, loss: 2.5689, grad_norm: 1.7934 2020-07-25 06:07:37,994 - mmaction - INFO - Epoch [182][540/940] lr: 1.183e-01, eta: 15:45:08, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4426, top5_acc: 0.6879, loss_cls: 2.4844, loss: 2.4844, grad_norm: 1.7977 2020-07-25 06:07:51,222 - mmaction - INFO - Epoch [182][560/940] lr: 1.183e-01, eta: 15:44:49, time: 0.661, data_time: 0.001, memory: 9569, top1_acc: 0.4348, top5_acc: 0.6805, loss_cls: 2.5412, loss: 2.5412, grad_norm: 1.8315 2020-07-25 06:08:04,184 - mmaction - INFO - Epoch [182][580/940] lr: 1.183e-01, eta: 15:44:31, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4236, top5_acc: 0.6648, loss_cls: 2.5997, loss: 2.5997, grad_norm: 1.8312 2020-07-25 06:08:17,124 - mmaction - INFO - Epoch [182][600/940] lr: 1.183e-01, eta: 15:44:12, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4436, top5_acc: 0.6840, loss_cls: 2.4885, loss: 2.4885, grad_norm: 1.7502 2020-07-25 06:08:30,147 - mmaction - INFO - Epoch [182][620/940] lr: 1.183e-01, eta: 15:43:53, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4189, top5_acc: 0.6662, loss_cls: 2.5699, loss: 2.5699, grad_norm: 1.8290 2020-07-25 06:08:43,175 - mmaction - INFO - Epoch [182][640/940] lr: 1.183e-01, eta: 15:43:34, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.4295, top5_acc: 0.6762, loss_cls: 2.5494, loss: 2.5494, grad_norm: 1.7740 2020-07-25 06:08:56,553 - mmaction - INFO - Epoch [182][660/940] lr: 1.183e-01, eta: 15:43:15, time: 0.670, data_time: 0.003, memory: 9569, top1_acc: 0.4238, top5_acc: 0.6697, loss_cls: 2.5566, loss: 2.5566, grad_norm: 1.7966 2020-07-25 06:09:09,867 - mmaction - INFO - Epoch [182][680/940] lr: 1.183e-01, eta: 15:42:57, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.4213, top5_acc: 0.6732, loss_cls: 2.5662, loss: 2.5662, grad_norm: 1.7851 2020-07-25 06:09:22,817 - mmaction - INFO - Epoch [182][700/940] lr: 1.183e-01, eta: 15:42:38, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4281, top5_acc: 0.6715, loss_cls: 2.5466, loss: 2.5466, grad_norm: 1.7997 2020-07-25 06:09:35,781 - mmaction - INFO - Epoch [182][720/940] lr: 1.183e-01, eta: 15:42:19, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4246, top5_acc: 0.6721, loss_cls: 2.5710, loss: 2.5710, grad_norm: 1.7692 2020-07-25 06:09:48,708 - mmaction - INFO - Epoch [182][740/940] lr: 1.183e-01, eta: 15:42:00, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.4199, top5_acc: 0.6707, loss_cls: 2.5649, loss: 2.5649, grad_norm: 1.7874 2020-07-25 06:10:01,669 - mmaction - INFO - Epoch [182][760/940] lr: 1.183e-01, eta: 15:41:41, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4287, top5_acc: 0.6742, loss_cls: 2.5814, loss: 2.5814, grad_norm: 1.8092 2020-07-25 06:10:14,542 - mmaction - INFO - Epoch [182][780/940] lr: 1.183e-01, eta: 15:41:22, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4143, top5_acc: 0.6744, loss_cls: 2.5784, loss: 2.5784, grad_norm: 1.8201 2020-07-25 06:10:28,313 - mmaction - INFO - Epoch [182][800/940] lr: 1.183e-01, eta: 15:41:04, time: 0.689, data_time: 0.001, memory: 9569, top1_acc: 0.4418, top5_acc: 0.6854, loss_cls: 2.5091, loss: 2.5091, grad_norm: 1.7950 2020-07-25 06:10:41,269 - mmaction - INFO - Epoch [182][820/940] lr: 1.183e-01, eta: 15:40:45, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4350, top5_acc: 0.6740, loss_cls: 2.5265, loss: 2.5265, grad_norm: 1.8069 2020-07-25 06:10:54,264 - mmaction - INFO - Epoch [182][840/940] lr: 1.183e-01, eta: 15:40:26, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4258, top5_acc: 0.6715, loss_cls: 2.5825, loss: 2.5825, grad_norm: 1.7853 2020-07-25 06:11:07,277 - mmaction - INFO - Epoch [182][860/940] lr: 1.183e-01, eta: 15:40:07, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4242, top5_acc: 0.6723, loss_cls: 2.5649, loss: 2.5649, grad_norm: 1.7875 2020-07-25 06:11:20,277 - mmaction - INFO - Epoch [182][880/940] lr: 1.183e-01, eta: 15:39:49, time: 0.651, data_time: 0.006, memory: 9569, top1_acc: 0.4195, top5_acc: 0.6641, loss_cls: 2.5900, loss: 2.5900, grad_norm: 1.7898 2020-07-25 06:11:33,199 - mmaction - INFO - Epoch [182][900/940] lr: 1.183e-01, eta: 15:39:30, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4309, top5_acc: 0.6826, loss_cls: 2.5268, loss: 2.5268, grad_norm: 1.7885 2020-07-25 06:11:47,363 - mmaction - INFO - Epoch [182][920/940] lr: 1.183e-01, eta: 15:39:12, time: 0.708, data_time: 0.001, memory: 9569, top1_acc: 0.4213, top5_acc: 0.6756, loss_cls: 2.5498, loss: 2.5498, grad_norm: 1.7745 2020-07-25 06:11:59,586 - mmaction - INFO - Epoch [182][940/940] lr: 1.183e-01, eta: 15:38:52, time: 0.612, data_time: 0.002, memory: 9569, top1_acc: 0.4140, top5_acc: 0.6573, loss_cls: 2.6411, loss: 2.6411, grad_norm: 1.8332 2020-07-25 06:14:30,344 - mmaction - INFO - Epoch [183][20/940] lr: 1.154e-01, eta: 15:40:23, time: 7.304, data_time: 5.532, memory: 9569, top1_acc: 0.4254, top5_acc: 0.6789, loss_cls: 2.5253, loss: 2.5253, grad_norm: 1.8554 2020-07-25 06:14:43,152 - mmaction - INFO - Epoch [183][40/940] lr: 1.154e-01, eta: 15:40:04, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.4283, top5_acc: 0.6832, loss_cls: 2.5124, loss: 2.5124, grad_norm: 1.8014 2020-07-25 06:14:56,800 - mmaction - INFO - Epoch [183][60/940] lr: 1.154e-01, eta: 15:39:46, time: 0.682, data_time: 0.001, memory: 9569, top1_acc: 0.4436, top5_acc: 0.6943, loss_cls: 2.4552, loss: 2.4552, grad_norm: 1.7740 2020-07-25 06:15:10,422 - mmaction - INFO - Epoch [183][80/940] lr: 1.154e-01, eta: 15:39:27, time: 0.682, data_time: 0.002, memory: 9569, top1_acc: 0.4195, top5_acc: 0.6648, loss_cls: 2.5476, loss: 2.5476, grad_norm: 1.7790 2020-07-25 06:15:23,290 - mmaction - INFO - Epoch [183][100/940] lr: 1.154e-01, eta: 15:39:08, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4404, top5_acc: 0.6828, loss_cls: 2.5006, loss: 2.5006, grad_norm: 1.7867 2020-07-25 06:15:36,152 - mmaction - INFO - Epoch [183][120/940] lr: 1.154e-01, eta: 15:38:49, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4465, top5_acc: 0.6932, loss_cls: 2.4531, loss: 2.4531, grad_norm: 1.7689 2020-07-25 06:15:49,137 - mmaction - INFO - Epoch [183][140/940] lr: 1.154e-01, eta: 15:38:30, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4307, top5_acc: 0.6789, loss_cls: 2.5099, loss: 2.5099, grad_norm: 1.8094 2020-07-25 06:16:02,532 - mmaction - INFO - Epoch [183][160/940] lr: 1.154e-01, eta: 15:38:12, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.4328, top5_acc: 0.6732, loss_cls: 2.5465, loss: 2.5465, grad_norm: 1.8149 2020-07-25 06:16:15,485 - mmaction - INFO - Epoch [183][180/940] lr: 1.154e-01, eta: 15:37:53, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4248, top5_acc: 0.6750, loss_cls: 2.5511, loss: 2.5511, grad_norm: 1.8036 2020-07-25 06:16:28,502 - mmaction - INFO - Epoch [183][200/940] lr: 1.154e-01, eta: 15:37:34, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4262, top5_acc: 0.6697, loss_cls: 2.5554, loss: 2.5554, grad_norm: 1.8024 2020-07-25 06:16:41,350 - mmaction - INFO - Epoch [183][220/940] lr: 1.154e-01, eta: 15:37:15, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4313, top5_acc: 0.6770, loss_cls: 2.5345, loss: 2.5345, grad_norm: 1.8090 2020-07-25 06:16:55,829 - mmaction - INFO - Epoch [183][240/940] lr: 1.154e-01, eta: 15:36:57, time: 0.723, data_time: 0.015, memory: 9569, top1_acc: 0.4307, top5_acc: 0.6811, loss_cls: 2.5075, loss: 2.5075, grad_norm: 1.7915 2020-07-25 06:17:08,844 - mmaction - INFO - Epoch [183][260/940] lr: 1.154e-01, eta: 15:36:39, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.4367, top5_acc: 0.6781, loss_cls: 2.5044, loss: 2.5044, grad_norm: 1.8018 2020-07-25 06:17:22,239 - mmaction - INFO - Epoch [183][280/940] lr: 1.154e-01, eta: 15:36:20, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.4338, top5_acc: 0.6865, loss_cls: 2.4902, loss: 2.4902, grad_norm: 1.8007 2020-07-25 06:17:35,474 - mmaction - INFO - Epoch [183][300/940] lr: 1.154e-01, eta: 15:36:01, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.4412, top5_acc: 0.6777, loss_cls: 2.5047, loss: 2.5047, grad_norm: 1.8246 2020-07-25 06:17:48,532 - mmaction - INFO - Epoch [183][320/940] lr: 1.154e-01, eta: 15:35:43, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.4393, top5_acc: 0.6773, loss_cls: 2.5249, loss: 2.5249, grad_norm: 1.8218 2020-07-25 06:18:02,192 - mmaction - INFO - Epoch [183][340/940] lr: 1.154e-01, eta: 15:35:24, time: 0.683, data_time: 0.001, memory: 9569, top1_acc: 0.4336, top5_acc: 0.6727, loss_cls: 2.5479, loss: 2.5479, grad_norm: 1.8258 2020-07-25 06:18:15,166 - mmaction - INFO - Epoch [183][360/940] lr: 1.154e-01, eta: 15:35:05, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.4223, top5_acc: 0.6770, loss_cls: 2.5439, loss: 2.5439, grad_norm: 1.8547 2020-07-25 06:18:28,075 - mmaction - INFO - Epoch [183][380/940] lr: 1.154e-01, eta: 15:34:47, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4311, top5_acc: 0.6793, loss_cls: 2.5308, loss: 2.5308, grad_norm: 1.8308 2020-07-25 06:18:41,847 - mmaction - INFO - Epoch [183][400/940] lr: 1.154e-01, eta: 15:34:28, time: 0.688, data_time: 0.001, memory: 9569, top1_acc: 0.4277, top5_acc: 0.6803, loss_cls: 2.5216, loss: 2.5216, grad_norm: 1.8082 2020-07-25 06:18:54,770 - mmaction - INFO - Epoch [183][420/940] lr: 1.154e-01, eta: 15:34:09, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4193, top5_acc: 0.6807, loss_cls: 2.5573, loss: 2.5573, grad_norm: 1.8343 2020-07-25 06:19:07,725 - mmaction - INFO - Epoch [183][440/940] lr: 1.154e-01, eta: 15:33:51, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4195, top5_acc: 0.6766, loss_cls: 2.5455, loss: 2.5455, grad_norm: 1.8031 2020-07-25 06:19:20,690 - mmaction - INFO - Epoch [183][460/940] lr: 1.154e-01, eta: 15:33:32, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4184, top5_acc: 0.6687, loss_cls: 2.5851, loss: 2.5851, grad_norm: 1.8794 2020-07-25 06:19:34,561 - mmaction - INFO - Epoch [183][480/940] lr: 1.154e-01, eta: 15:33:14, time: 0.694, data_time: 0.001, memory: 9569, top1_acc: 0.4303, top5_acc: 0.6740, loss_cls: 2.5245, loss: 2.5245, grad_norm: 1.7666 2020-07-25 06:19:47,490 - mmaction - INFO - Epoch [183][500/940] lr: 1.154e-01, eta: 15:32:55, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4283, top5_acc: 0.6777, loss_cls: 2.5246, loss: 2.5246, grad_norm: 1.8253 2020-07-25 06:20:00,772 - mmaction - INFO - Epoch [183][520/940] lr: 1.154e-01, eta: 15:32:36, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.4207, top5_acc: 0.6645, loss_cls: 2.6166, loss: 2.6166, grad_norm: 1.8425 2020-07-25 06:20:13,847 - mmaction - INFO - Epoch [183][540/940] lr: 1.154e-01, eta: 15:32:17, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.4316, top5_acc: 0.6703, loss_cls: 2.5246, loss: 2.5246, grad_norm: 1.7916 2020-07-25 06:20:26,809 - mmaction - INFO - Epoch [183][560/940] lr: 1.154e-01, eta: 15:31:59, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4279, top5_acc: 0.6754, loss_cls: 2.5364, loss: 2.5364, grad_norm: 1.8167 2020-07-25 06:20:39,788 - mmaction - INFO - Epoch [183][580/940] lr: 1.154e-01, eta: 15:31:40, time: 0.650, data_time: 0.005, memory: 9569, top1_acc: 0.4268, top5_acc: 0.6727, loss_cls: 2.5426, loss: 2.5426, grad_norm: 1.8202 2020-07-25 06:20:52,819 - mmaction - INFO - Epoch [183][600/940] lr: 1.154e-01, eta: 15:31:21, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.4326, top5_acc: 0.6727, loss_cls: 2.5694, loss: 2.5694, grad_norm: 1.8492 2020-07-25 06:21:05,775 - mmaction - INFO - Epoch [183][620/940] lr: 1.154e-01, eta: 15:31:02, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4344, top5_acc: 0.6877, loss_cls: 2.4826, loss: 2.4826, grad_norm: 1.7652 2020-07-25 06:21:19,077 - mmaction - INFO - Epoch [183][640/940] lr: 1.154e-01, eta: 15:30:44, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.4201, top5_acc: 0.6725, loss_cls: 2.5633, loss: 2.5633, grad_norm: 1.8237 2020-07-25 06:21:32,036 - mmaction - INFO - Epoch [183][660/940] lr: 1.154e-01, eta: 15:30:25, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4250, top5_acc: 0.6725, loss_cls: 2.5421, loss: 2.5421, grad_norm: 1.8406 2020-07-25 06:21:45,449 - mmaction - INFO - Epoch [183][680/940] lr: 1.154e-01, eta: 15:30:06, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.4211, top5_acc: 0.6713, loss_cls: 2.5741, loss: 2.5741, grad_norm: 1.8299 2020-07-25 06:21:58,421 - mmaction - INFO - Epoch [183][700/940] lr: 1.154e-01, eta: 15:29:47, time: 0.650, data_time: 0.003, memory: 9569, top1_acc: 0.4234, top5_acc: 0.6643, loss_cls: 2.5651, loss: 2.5651, grad_norm: 1.7877 2020-07-25 06:22:11,361 - mmaction - INFO - Epoch [183][720/940] lr: 1.154e-01, eta: 15:29:29, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4359, top5_acc: 0.6807, loss_cls: 2.5278, loss: 2.5278, grad_norm: 1.7992 2020-07-25 06:22:24,430 - mmaction - INFO - Epoch [183][740/940] lr: 1.154e-01, eta: 15:29:10, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.4283, top5_acc: 0.6793, loss_cls: 2.5206, loss: 2.5206, grad_norm: 1.8496 2020-07-25 06:22:37,465 - mmaction - INFO - Epoch [183][760/940] lr: 1.154e-01, eta: 15:28:51, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.4121, top5_acc: 0.6588, loss_cls: 2.6278, loss: 2.6278, grad_norm: 1.8184 2020-07-25 06:22:50,855 - mmaction - INFO - Epoch [183][780/940] lr: 1.154e-01, eta: 15:28:33, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.4336, top5_acc: 0.6803, loss_cls: 2.5373, loss: 2.5373, grad_norm: 1.7838 2020-07-25 06:23:04,312 - mmaction - INFO - Epoch [183][800/940] lr: 1.154e-01, eta: 15:28:14, time: 0.672, data_time: 0.001, memory: 9569, top1_acc: 0.4350, top5_acc: 0.6805, loss_cls: 2.5232, loss: 2.5232, grad_norm: 1.8154 2020-07-25 06:23:17,712 - mmaction - INFO - Epoch [183][820/940] lr: 1.154e-01, eta: 15:27:56, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.4400, top5_acc: 0.6824, loss_cls: 2.5117, loss: 2.5117, grad_norm: 1.7885 2020-07-25 06:23:30,670 - mmaction - INFO - Epoch [183][840/940] lr: 1.154e-01, eta: 15:27:37, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.4252, top5_acc: 0.6783, loss_cls: 2.5204, loss: 2.5204, grad_norm: 1.8080 2020-07-25 06:23:43,519 - mmaction - INFO - Epoch [183][860/940] lr: 1.154e-01, eta: 15:27:18, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4322, top5_acc: 0.6789, loss_cls: 2.5249, loss: 2.5249, grad_norm: 1.7953 2020-07-25 06:23:57,928 - mmaction - INFO - Epoch [183][880/940] lr: 1.154e-01, eta: 15:27:00, time: 0.720, data_time: 0.001, memory: 9569, top1_acc: 0.4268, top5_acc: 0.6822, loss_cls: 2.5393, loss: 2.5393, grad_norm: 1.8219 2020-07-25 06:24:11,173 - mmaction - INFO - Epoch [183][900/940] lr: 1.154e-01, eta: 15:26:42, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.4246, top5_acc: 0.6793, loss_cls: 2.5600, loss: 2.5600, grad_norm: 1.8219 2020-07-25 06:24:24,111 - mmaction - INFO - Epoch [183][920/940] lr: 1.154e-01, eta: 15:26:23, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4383, top5_acc: 0.6689, loss_cls: 2.5253, loss: 2.5253, grad_norm: 1.7968 2020-07-25 06:24:36,806 - mmaction - INFO - Epoch [183][940/940] lr: 1.154e-01, eta: 15:26:04, time: 0.635, data_time: 0.001, memory: 9569, top1_acc: 0.4401, top5_acc: 0.6820, loss_cls: 2.5105, loss: 2.5105, grad_norm: 1.8194 2020-07-25 06:27:15,585 - mmaction - INFO - Epoch [184][20/940] lr: 1.125e-01, eta: 15:27:40, time: 7.772, data_time: 6.804, memory: 9569, top1_acc: 0.4355, top5_acc: 0.6652, loss_cls: 2.5568, loss: 2.5568, grad_norm: 1.8352 2020-07-25 06:27:28,341 - mmaction - INFO - Epoch [184][40/940] lr: 1.125e-01, eta: 15:27:21, time: 0.638, data_time: 0.002, memory: 9569, top1_acc: 0.4404, top5_acc: 0.6848, loss_cls: 2.4781, loss: 2.4781, grad_norm: 1.7945 2020-07-25 06:27:41,229 - mmaction - INFO - Epoch [184][60/940] lr: 1.125e-01, eta: 15:27:02, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4398, top5_acc: 0.6736, loss_cls: 2.5239, loss: 2.5239, grad_norm: 1.8396 2020-07-25 06:27:54,097 - mmaction - INFO - Epoch [184][80/940] lr: 1.125e-01, eta: 15:26:43, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4400, top5_acc: 0.6926, loss_cls: 2.4629, loss: 2.4629, grad_norm: 1.8335 2020-07-25 06:28:07,051 - mmaction - INFO - Epoch [184][100/940] lr: 1.125e-01, eta: 15:26:24, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4373, top5_acc: 0.6811, loss_cls: 2.5143, loss: 2.5143, grad_norm: 1.8523 2020-07-25 06:28:20,524 - mmaction - INFO - Epoch [184][120/940] lr: 1.125e-01, eta: 15:26:05, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.4402, top5_acc: 0.6854, loss_cls: 2.5127, loss: 2.5127, grad_norm: 1.8276 2020-07-25 06:28:33,643 - mmaction - INFO - Epoch [184][140/940] lr: 1.125e-01, eta: 15:25:47, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.4375, top5_acc: 0.6799, loss_cls: 2.5063, loss: 2.5063, grad_norm: 1.8239 2020-07-25 06:28:46,782 - mmaction - INFO - Epoch [184][160/940] lr: 1.125e-01, eta: 15:25:28, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.4277, top5_acc: 0.6801, loss_cls: 2.5358, loss: 2.5358, grad_norm: 1.8211 2020-07-25 06:29:00,346 - mmaction - INFO - Epoch [184][180/940] lr: 1.125e-01, eta: 15:25:10, time: 0.678, data_time: 0.001, memory: 9569, top1_acc: 0.4313, top5_acc: 0.6803, loss_cls: 2.5229, loss: 2.5229, grad_norm: 1.8334 2020-07-25 06:29:13,333 - mmaction - INFO - Epoch [184][200/940] lr: 1.125e-01, eta: 15:24:51, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4273, top5_acc: 0.6730, loss_cls: 2.5465, loss: 2.5465, grad_norm: 1.8069 2020-07-25 06:29:26,232 - mmaction - INFO - Epoch [184][220/940] lr: 1.125e-01, eta: 15:24:32, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4268, top5_acc: 0.6795, loss_cls: 2.5092, loss: 2.5092, grad_norm: 1.8047 2020-07-25 06:29:39,918 - mmaction - INFO - Epoch [184][240/940] lr: 1.125e-01, eta: 15:24:14, time: 0.684, data_time: 0.001, memory: 9569, top1_acc: 0.4264, top5_acc: 0.6734, loss_cls: 2.5449, loss: 2.5449, grad_norm: 1.8387 2020-07-25 06:29:53,187 - mmaction - INFO - Epoch [184][260/940] lr: 1.125e-01, eta: 15:23:55, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.4389, top5_acc: 0.6844, loss_cls: 2.4948, loss: 2.4948, grad_norm: 1.8330 2020-07-25 06:30:06,240 - mmaction - INFO - Epoch [184][280/940] lr: 1.125e-01, eta: 15:23:37, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.4467, top5_acc: 0.6828, loss_cls: 2.4800, loss: 2.4800, grad_norm: 1.8189 2020-07-25 06:30:19,261 - mmaction - INFO - Epoch [184][300/940] lr: 1.125e-01, eta: 15:23:18, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4490, top5_acc: 0.6916, loss_cls: 2.4685, loss: 2.4685, grad_norm: 1.8126 2020-07-25 06:30:32,157 - mmaction - INFO - Epoch [184][320/940] lr: 1.125e-01, eta: 15:22:59, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4295, top5_acc: 0.6781, loss_cls: 2.5439, loss: 2.5439, grad_norm: 1.8381 2020-07-25 06:30:45,624 - mmaction - INFO - Epoch [184][340/940] lr: 1.125e-01, eta: 15:22:40, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.4160, top5_acc: 0.6572, loss_cls: 2.6134, loss: 2.6134, grad_norm: 1.8429 2020-07-25 06:30:58,619 - mmaction - INFO - Epoch [184][360/940] lr: 1.125e-01, eta: 15:22:22, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4338, top5_acc: 0.6762, loss_cls: 2.5193, loss: 2.5193, grad_norm: 1.8121 2020-07-25 06:31:11,594 - mmaction - INFO - Epoch [184][380/940] lr: 1.125e-01, eta: 15:22:03, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4316, top5_acc: 0.6711, loss_cls: 2.5662, loss: 2.5662, grad_norm: 1.8448 2020-07-25 06:31:24,665 - mmaction - INFO - Epoch [184][400/940] lr: 1.125e-01, eta: 15:21:44, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.4303, top5_acc: 0.6775, loss_cls: 2.5177, loss: 2.5177, grad_norm: 1.8201 2020-07-25 06:31:37,669 - mmaction - INFO - Epoch [184][420/940] lr: 1.125e-01, eta: 15:21:25, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4207, top5_acc: 0.6828, loss_cls: 2.5406, loss: 2.5406, grad_norm: 1.8531 2020-07-25 06:31:50,871 - mmaction - INFO - Epoch [184][440/940] lr: 1.125e-01, eta: 15:21:07, time: 0.661, data_time: 0.002, memory: 9569, top1_acc: 0.4291, top5_acc: 0.6850, loss_cls: 2.5239, loss: 2.5239, grad_norm: 1.8352 2020-07-25 06:32:03,772 - mmaction - INFO - Epoch [184][460/940] lr: 1.125e-01, eta: 15:20:48, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4248, top5_acc: 0.6820, loss_cls: 2.5469, loss: 2.5469, grad_norm: 1.8495 2020-07-25 06:32:16,763 - mmaction - INFO - Epoch [184][480/940] lr: 1.125e-01, eta: 15:20:29, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4230, top5_acc: 0.6754, loss_cls: 2.5331, loss: 2.5331, grad_norm: 1.8546 2020-07-25 06:32:29,785 - mmaction - INFO - Epoch [184][500/940] lr: 1.125e-01, eta: 15:20:11, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.4410, top5_acc: 0.6797, loss_cls: 2.5333, loss: 2.5333, grad_norm: 1.8296 2020-07-25 06:32:42,654 - mmaction - INFO - Epoch [184][520/940] lr: 1.125e-01, eta: 15:19:52, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4299, top5_acc: 0.6822, loss_cls: 2.5211, loss: 2.5211, grad_norm: 1.8166 2020-07-25 06:32:56,222 - mmaction - INFO - Epoch [184][540/940] lr: 1.125e-01, eta: 15:19:33, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.4250, top5_acc: 0.6746, loss_cls: 2.5307, loss: 2.5307, grad_norm: 1.8323 2020-07-25 06:33:09,226 - mmaction - INFO - Epoch [184][560/940] lr: 1.125e-01, eta: 15:19:15, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4100, top5_acc: 0.6723, loss_cls: 2.5600, loss: 2.5600, grad_norm: 1.8448 2020-07-25 06:33:22,213 - mmaction - INFO - Epoch [184][580/940] lr: 1.125e-01, eta: 15:18:56, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4293, top5_acc: 0.6854, loss_cls: 2.5328, loss: 2.5328, grad_norm: 1.8384 2020-07-25 06:33:35,284 - mmaction - INFO - Epoch [184][600/940] lr: 1.125e-01, eta: 15:18:37, time: 0.653, data_time: 0.003, memory: 9569, top1_acc: 0.4396, top5_acc: 0.6873, loss_cls: 2.4927, loss: 2.4927, grad_norm: 1.8275 2020-07-25 06:33:48,602 - mmaction - INFO - Epoch [184][620/940] lr: 1.125e-01, eta: 15:18:19, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.4246, top5_acc: 0.6797, loss_cls: 2.5267, loss: 2.5267, grad_norm: 1.8203 2020-07-25 06:34:01,540 - mmaction - INFO - Epoch [184][640/940] lr: 1.125e-01, eta: 15:18:00, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4340, top5_acc: 0.6791, loss_cls: 2.5092, loss: 2.5092, grad_norm: 1.7851 2020-07-25 06:34:14,924 - mmaction - INFO - Epoch [184][660/940] lr: 1.125e-01, eta: 15:17:41, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.4238, top5_acc: 0.6684, loss_cls: 2.5689, loss: 2.5689, grad_norm: 1.8340 2020-07-25 06:34:27,907 - mmaction - INFO - Epoch [184][680/940] lr: 1.125e-01, eta: 15:17:23, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4314, top5_acc: 0.6732, loss_cls: 2.5417, loss: 2.5417, grad_norm: 1.8219 2020-07-25 06:34:40,828 - mmaction - INFO - Epoch [184][700/940] lr: 1.125e-01, eta: 15:17:04, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4248, top5_acc: 0.6764, loss_cls: 2.5383, loss: 2.5383, grad_norm: 1.8406 2020-07-25 06:34:53,664 - mmaction - INFO - Epoch [184][720/940] lr: 1.125e-01, eta: 15:16:45, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.4354, top5_acc: 0.6828, loss_cls: 2.5020, loss: 2.5020, grad_norm: 1.8051 2020-07-25 06:35:06,595 - mmaction - INFO - Epoch [184][740/940] lr: 1.125e-01, eta: 15:16:26, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4414, top5_acc: 0.6814, loss_cls: 2.5171, loss: 2.5171, grad_norm: 1.8542 2020-07-25 06:35:19,508 - mmaction - INFO - Epoch [184][760/940] lr: 1.125e-01, eta: 15:16:08, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4264, top5_acc: 0.6809, loss_cls: 2.5309, loss: 2.5309, grad_norm: 1.8409 2020-07-25 06:35:32,469 - mmaction - INFO - Epoch [184][780/940] lr: 1.125e-01, eta: 15:15:49, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4336, top5_acc: 0.6633, loss_cls: 2.5441, loss: 2.5441, grad_norm: 1.8294 2020-07-25 06:35:45,398 - mmaction - INFO - Epoch [184][800/940] lr: 1.125e-01, eta: 15:15:30, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4320, top5_acc: 0.6709, loss_cls: 2.5338, loss: 2.5338, grad_norm: 1.8329 2020-07-25 06:35:58,485 - mmaction - INFO - Epoch [184][820/940] lr: 1.125e-01, eta: 15:15:11, time: 0.655, data_time: 0.003, memory: 9569, top1_acc: 0.4301, top5_acc: 0.6785, loss_cls: 2.5346, loss: 2.5346, grad_norm: 1.8341 2020-07-25 06:36:11,398 - mmaction - INFO - Epoch [184][840/940] lr: 1.125e-01, eta: 15:14:53, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4236, top5_acc: 0.6699, loss_cls: 2.5567, loss: 2.5567, grad_norm: 1.8134 2020-07-25 06:36:24,303 - mmaction - INFO - Epoch [184][860/940] lr: 1.125e-01, eta: 15:14:34, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4338, top5_acc: 0.6725, loss_cls: 2.5235, loss: 2.5235, grad_norm: 1.8081 2020-07-25 06:36:37,146 - mmaction - INFO - Epoch [184][880/940] lr: 1.125e-01, eta: 15:14:15, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.4258, top5_acc: 0.6742, loss_cls: 2.5554, loss: 2.5554, grad_norm: 1.8271 2020-07-25 06:36:50,225 - mmaction - INFO - Epoch [184][900/940] lr: 1.125e-01, eta: 15:13:56, time: 0.654, data_time: 0.013, memory: 9569, top1_acc: 0.4287, top5_acc: 0.6760, loss_cls: 2.5479, loss: 2.5479, grad_norm: 1.8170 2020-07-25 06:37:03,965 - mmaction - INFO - Epoch [184][920/940] lr: 1.125e-01, eta: 15:13:38, time: 0.687, data_time: 0.002, memory: 9569, top1_acc: 0.4330, top5_acc: 0.6863, loss_cls: 2.5007, loss: 2.5007, grad_norm: 1.8411 2020-07-25 06:37:16,167 - mmaction - INFO - Epoch [184][940/940] lr: 1.125e-01, eta: 15:13:19, time: 0.611, data_time: 0.003, memory: 9569, top1_acc: 0.4292, top5_acc: 0.6741, loss_cls: 2.5283, loss: 2.5283, grad_norm: 1.8650 2020-07-25 06:37:20,718 - mmaction - INFO - Saving checkpoint at 184 epochs 2020-07-25 06:39:54,542 - mmaction - INFO - Epoch [185][20/940] lr: 1.097e-01, eta: 15:14:50, time: 7.647, data_time: 5.440, memory: 9569, top1_acc: 0.4373, top5_acc: 0.6912, loss_cls: 2.4802, loss: 2.4802, grad_norm: 1.8358 2020-07-25 06:40:07,346 - mmaction - INFO - Epoch [185][40/940] lr: 1.097e-01, eta: 15:14:31, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.4477, top5_acc: 0.6943, loss_cls: 2.4230, loss: 2.4230, grad_norm: 1.8308 2020-07-25 06:40:20,194 - mmaction - INFO - Epoch [185][60/940] lr: 1.097e-01, eta: 15:14:12, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.4383, top5_acc: 0.6852, loss_cls: 2.4965, loss: 2.4965, grad_norm: 1.8402 2020-07-25 06:40:33,014 - mmaction - INFO - Epoch [185][80/940] lr: 1.097e-01, eta: 15:13:53, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.4398, top5_acc: 0.6879, loss_cls: 2.4913, loss: 2.4913, grad_norm: 1.8399 2020-07-25 06:40:45,997 - mmaction - INFO - Epoch [185][100/940] lr: 1.097e-01, eta: 15:13:34, time: 0.649, data_time: 0.006, memory: 9569, top1_acc: 0.4432, top5_acc: 0.6789, loss_cls: 2.5040, loss: 2.5040, grad_norm: 1.8573 2020-07-25 06:40:59,645 - mmaction - INFO - Epoch [185][120/940] lr: 1.097e-01, eta: 15:13:16, time: 0.683, data_time: 0.001, memory: 9569, top1_acc: 0.4475, top5_acc: 0.6924, loss_cls: 2.4885, loss: 2.4885, grad_norm: 1.8287 2020-07-25 06:41:12,491 - mmaction - INFO - Epoch [185][140/940] lr: 1.097e-01, eta: 15:12:57, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.4436, top5_acc: 0.6937, loss_cls: 2.4449, loss: 2.4449, grad_norm: 1.8532 2020-07-25 06:41:25,358 - mmaction - INFO - Epoch [185][160/940] lr: 1.097e-01, eta: 15:12:38, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4451, top5_acc: 0.6959, loss_cls: 2.4749, loss: 2.4749, grad_norm: 1.8537 2020-07-25 06:41:38,299 - mmaction - INFO - Epoch [185][180/940] lr: 1.097e-01, eta: 15:12:20, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4393, top5_acc: 0.6854, loss_cls: 2.4832, loss: 2.4832, grad_norm: 1.8289 2020-07-25 06:41:51,146 - mmaction - INFO - Epoch [185][200/940] lr: 1.097e-01, eta: 15:12:01, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4355, top5_acc: 0.6787, loss_cls: 2.4979, loss: 2.4979, grad_norm: 1.8425 2020-07-25 06:42:04,619 - mmaction - INFO - Epoch [185][220/940] lr: 1.097e-01, eta: 15:11:42, time: 0.674, data_time: 0.003, memory: 9569, top1_acc: 0.4303, top5_acc: 0.6824, loss_cls: 2.5288, loss: 2.5288, grad_norm: 1.8518 2020-07-25 06:42:17,600 - mmaction - INFO - Epoch [185][240/940] lr: 1.097e-01, eta: 15:11:24, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4365, top5_acc: 0.6844, loss_cls: 2.4842, loss: 2.4842, grad_norm: 1.8400 2020-07-25 06:42:30,468 - mmaction - INFO - Epoch [185][260/940] lr: 1.097e-01, eta: 15:11:05, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4447, top5_acc: 0.6840, loss_cls: 2.4916, loss: 2.4916, grad_norm: 1.8057 2020-07-25 06:42:43,970 - mmaction - INFO - Epoch [185][280/940] lr: 1.097e-01, eta: 15:10:47, time: 0.675, data_time: 0.001, memory: 9569, top1_acc: 0.4283, top5_acc: 0.6742, loss_cls: 2.5390, loss: 2.5390, grad_norm: 1.8575 2020-07-25 06:42:56,882 - mmaction - INFO - Epoch [185][300/940] lr: 1.097e-01, eta: 15:10:28, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4248, top5_acc: 0.6773, loss_cls: 2.5244, loss: 2.5244, grad_norm: 1.8444 2020-07-25 06:43:10,177 - mmaction - INFO - Epoch [185][320/940] lr: 1.097e-01, eta: 15:10:09, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.4420, top5_acc: 0.6842, loss_cls: 2.4978, loss: 2.4978, grad_norm: 1.8711 2020-07-25 06:43:23,234 - mmaction - INFO - Epoch [185][340/940] lr: 1.097e-01, eta: 15:09:51, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.4410, top5_acc: 0.6939, loss_cls: 2.4775, loss: 2.4775, grad_norm: 1.8405 2020-07-25 06:43:36,172 - mmaction - INFO - Epoch [185][360/940] lr: 1.097e-01, eta: 15:09:32, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4330, top5_acc: 0.6740, loss_cls: 2.5335, loss: 2.5335, grad_norm: 1.8618 2020-07-25 06:43:49,160 - mmaction - INFO - Epoch [185][380/940] lr: 1.097e-01, eta: 15:09:13, time: 0.651, data_time: 0.003, memory: 9569, top1_acc: 0.4273, top5_acc: 0.6781, loss_cls: 2.5423, loss: 2.5423, grad_norm: 1.8868 2020-07-25 06:44:02,047 - mmaction - INFO - Epoch [185][400/940] lr: 1.097e-01, eta: 15:08:54, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4471, top5_acc: 0.6836, loss_cls: 2.4487, loss: 2.4487, grad_norm: 1.8280 2020-07-25 06:44:14,967 - mmaction - INFO - Epoch [185][420/940] lr: 1.097e-01, eta: 15:08:36, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4484, top5_acc: 0.6789, loss_cls: 2.4707, loss: 2.4707, grad_norm: 1.8577 2020-07-25 06:44:27,844 - mmaction - INFO - Epoch [185][440/940] lr: 1.097e-01, eta: 15:08:17, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4459, top5_acc: 0.6865, loss_cls: 2.4722, loss: 2.4722, grad_norm: 1.8136 2020-07-25 06:44:40,801 - mmaction - INFO - Epoch [185][460/940] lr: 1.097e-01, eta: 15:07:58, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4398, top5_acc: 0.6863, loss_cls: 2.4646, loss: 2.4646, grad_norm: 1.8382 2020-07-25 06:44:53,799 - mmaction - INFO - Epoch [185][480/940] lr: 1.097e-01, eta: 15:07:39, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4396, top5_acc: 0.6783, loss_cls: 2.5262, loss: 2.5262, grad_norm: 1.8429 2020-07-25 06:45:06,670 - mmaction - INFO - Epoch [185][500/940] lr: 1.097e-01, eta: 15:07:21, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4408, top5_acc: 0.6725, loss_cls: 2.5229, loss: 2.5229, grad_norm: 1.8639 2020-07-25 06:45:19,534 - mmaction - INFO - Epoch [185][520/940] lr: 1.097e-01, eta: 15:07:02, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4309, top5_acc: 0.6723, loss_cls: 2.5428, loss: 2.5428, grad_norm: 1.8332 2020-07-25 06:45:32,436 - mmaction - INFO - Epoch [185][540/940] lr: 1.097e-01, eta: 15:06:43, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4328, top5_acc: 0.6832, loss_cls: 2.5152, loss: 2.5152, grad_norm: 1.8582 2020-07-25 06:45:45,346 - mmaction - INFO - Epoch [185][560/940] lr: 1.097e-01, eta: 15:06:24, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4313, top5_acc: 0.6805, loss_cls: 2.5533, loss: 2.5533, grad_norm: 1.8655 2020-07-25 06:45:58,817 - mmaction - INFO - Epoch [185][580/940] lr: 1.097e-01, eta: 15:06:06, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.4322, top5_acc: 0.6836, loss_cls: 2.4842, loss: 2.4842, grad_norm: 1.8237 2020-07-25 06:46:11,785 - mmaction - INFO - Epoch [185][600/940] lr: 1.097e-01, eta: 15:05:47, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4246, top5_acc: 0.6680, loss_cls: 2.5728, loss: 2.5728, grad_norm: 1.8731 2020-07-25 06:46:24,732 - mmaction - INFO - Epoch [185][620/940] lr: 1.097e-01, eta: 15:05:29, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4266, top5_acc: 0.6635, loss_cls: 2.5878, loss: 2.5878, grad_norm: 1.8747 2020-07-25 06:46:37,712 - mmaction - INFO - Epoch [185][640/940] lr: 1.097e-01, eta: 15:05:10, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4371, top5_acc: 0.6854, loss_cls: 2.5155, loss: 2.5155, grad_norm: 1.8358 2020-07-25 06:46:50,691 - mmaction - INFO - Epoch [185][660/940] lr: 1.097e-01, eta: 15:04:51, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4318, top5_acc: 0.6822, loss_cls: 2.4920, loss: 2.4920, grad_norm: 1.8351 2020-07-25 06:47:03,784 - mmaction - INFO - Epoch [185][680/940] lr: 1.097e-01, eta: 15:04:33, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.4348, top5_acc: 0.6824, loss_cls: 2.5136, loss: 2.5136, grad_norm: 1.8550 2020-07-25 06:47:16,694 - mmaction - INFO - Epoch [185][700/940] lr: 1.097e-01, eta: 15:04:14, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4402, top5_acc: 0.6779, loss_cls: 2.4830, loss: 2.4830, grad_norm: 1.8576 2020-07-25 06:47:30,154 - mmaction - INFO - Epoch [185][720/940] lr: 1.097e-01, eta: 15:03:56, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.4412, top5_acc: 0.6748, loss_cls: 2.4885, loss: 2.4885, grad_norm: 1.8536 2020-07-25 06:47:43,010 - mmaction - INFO - Epoch [185][740/940] lr: 1.097e-01, eta: 15:03:37, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.4309, top5_acc: 0.6758, loss_cls: 2.5341, loss: 2.5341, grad_norm: 1.8361 2020-07-25 06:47:55,869 - mmaction - INFO - Epoch [185][760/940] lr: 1.097e-01, eta: 15:03:18, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4363, top5_acc: 0.6797, loss_cls: 2.5230, loss: 2.5230, grad_norm: 1.8410 2020-07-25 06:48:08,864 - mmaction - INFO - Epoch [185][780/940] lr: 1.097e-01, eta: 15:02:59, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4363, top5_acc: 0.6797, loss_cls: 2.5079, loss: 2.5079, grad_norm: 1.8291 2020-07-25 06:48:21,781 - mmaction - INFO - Epoch [185][800/940] lr: 1.097e-01, eta: 15:02:41, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4422, top5_acc: 0.6859, loss_cls: 2.4811, loss: 2.4811, grad_norm: 1.8317 2020-07-25 06:48:35,084 - mmaction - INFO - Epoch [185][820/940] lr: 1.097e-01, eta: 15:02:22, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.4408, top5_acc: 0.6803, loss_cls: 2.5125, loss: 2.5125, grad_norm: 1.8603 2020-07-25 06:48:48,013 - mmaction - INFO - Epoch [185][840/940] lr: 1.097e-01, eta: 15:02:04, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4248, top5_acc: 0.6631, loss_cls: 2.5553, loss: 2.5553, grad_norm: 1.8484 2020-07-25 06:49:00,921 - mmaction - INFO - Epoch [185][860/940] lr: 1.097e-01, eta: 15:01:45, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4434, top5_acc: 0.6760, loss_cls: 2.5043, loss: 2.5043, grad_norm: 1.8202 2020-07-25 06:49:13,816 - mmaction - INFO - Epoch [185][880/940] lr: 1.097e-01, eta: 15:01:26, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4369, top5_acc: 0.6818, loss_cls: 2.5107, loss: 2.5107, grad_norm: 1.8303 2020-07-25 06:49:26,758 - mmaction - INFO - Epoch [185][900/940] lr: 1.097e-01, eta: 15:01:08, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4338, top5_acc: 0.6715, loss_cls: 2.5352, loss: 2.5352, grad_norm: 1.8224 2020-07-25 06:49:39,799 - mmaction - INFO - Epoch [185][920/940] lr: 1.097e-01, eta: 15:00:49, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.4348, top5_acc: 0.6832, loss_cls: 2.4990, loss: 2.4990, grad_norm: 1.8397 2020-07-25 06:49:51,990 - mmaction - INFO - Epoch [185][940/940] lr: 1.097e-01, eta: 15:00:30, time: 0.610, data_time: 0.001, memory: 9569, top1_acc: 0.4316, top5_acc: 0.6755, loss_cls: 2.5237, loss: 2.5237, grad_norm: 1.8635 2020-07-25 06:52:27,699 - mmaction - INFO - Epoch [186][20/940] lr: 1.069e-01, eta: 15:01:57, time: 7.603, data_time: 5.444, memory: 9569, top1_acc: 0.4291, top5_acc: 0.6715, loss_cls: 2.5705, loss: 2.5705, grad_norm: 1.8531 2020-07-25 06:52:40,509 - mmaction - INFO - Epoch [186][40/940] lr: 1.069e-01, eta: 15:01:38, time: 0.640, data_time: 0.002, memory: 9569, top1_acc: 0.4592, top5_acc: 0.6906, loss_cls: 2.4243, loss: 2.4243, grad_norm: 1.7975 2020-07-25 06:52:53,410 - mmaction - INFO - Epoch [186][60/940] lr: 1.069e-01, eta: 15:01:20, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4436, top5_acc: 0.6902, loss_cls: 2.4672, loss: 2.4672, grad_norm: 1.8390 2020-07-25 06:53:06,291 - mmaction - INFO - Epoch [186][80/940] lr: 1.069e-01, eta: 15:01:01, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4531, top5_acc: 0.6986, loss_cls: 2.4155, loss: 2.4155, grad_norm: 1.8293 2020-07-25 06:53:19,191 - mmaction - INFO - Epoch [186][100/940] lr: 1.069e-01, eta: 15:00:42, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4309, top5_acc: 0.6818, loss_cls: 2.5040, loss: 2.5040, grad_norm: 1.8855 2020-07-25 06:53:32,052 - mmaction - INFO - Epoch [186][120/940] lr: 1.069e-01, eta: 15:00:23, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4549, top5_acc: 0.7055, loss_cls: 2.3944, loss: 2.3944, grad_norm: 1.8681 2020-07-25 06:53:44,938 - mmaction - INFO - Epoch [186][140/940] lr: 1.069e-01, eta: 15:00:05, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4320, top5_acc: 0.6850, loss_cls: 2.5105, loss: 2.5105, grad_norm: 1.9274 2020-07-25 06:53:58,063 - mmaction - INFO - Epoch [186][160/940] lr: 1.069e-01, eta: 14:59:46, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.4309, top5_acc: 0.6822, loss_cls: 2.4928, loss: 2.4928, grad_norm: 1.8544 2020-07-25 06:54:11,090 - mmaction - INFO - Epoch [186][180/940] lr: 1.069e-01, eta: 14:59:27, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.4426, top5_acc: 0.6961, loss_cls: 2.4320, loss: 2.4320, grad_norm: 1.8570 2020-07-25 06:54:23,978 - mmaction - INFO - Epoch [186][200/940] lr: 1.069e-01, eta: 14:59:09, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4359, top5_acc: 0.6844, loss_cls: 2.4832, loss: 2.4832, grad_norm: 1.8529 2020-07-25 06:54:36,955 - mmaction - INFO - Epoch [186][220/940] lr: 1.069e-01, eta: 14:58:50, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4396, top5_acc: 0.6850, loss_cls: 2.4902, loss: 2.4902, grad_norm: 1.8605 2020-07-25 06:54:49,837 - mmaction - INFO - Epoch [186][240/940] lr: 1.069e-01, eta: 14:58:31, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4350, top5_acc: 0.6752, loss_cls: 2.5098, loss: 2.5098, grad_norm: 1.8419 2020-07-25 06:55:02,731 - mmaction - INFO - Epoch [186][260/940] lr: 1.069e-01, eta: 14:58:12, time: 0.644, data_time: 0.004, memory: 9569, top1_acc: 0.4488, top5_acc: 0.6855, loss_cls: 2.4339, loss: 2.4339, grad_norm: 1.8657 2020-07-25 06:55:15,679 - mmaction - INFO - Epoch [186][280/940] lr: 1.069e-01, eta: 14:57:54, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4420, top5_acc: 0.6830, loss_cls: 2.4769, loss: 2.4769, grad_norm: 1.8781 2020-07-25 06:55:28,635 - mmaction - INFO - Epoch [186][300/940] lr: 1.069e-01, eta: 14:57:35, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.4340, top5_acc: 0.6865, loss_cls: 2.4833, loss: 2.4833, grad_norm: 1.8840 2020-07-25 06:55:42,041 - mmaction - INFO - Epoch [186][320/940] lr: 1.069e-01, eta: 14:57:17, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.4377, top5_acc: 0.6756, loss_cls: 2.4972, loss: 2.4972, grad_norm: 1.8621 2020-07-25 06:55:54,971 - mmaction - INFO - Epoch [186][340/940] lr: 1.069e-01, eta: 14:56:58, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4412, top5_acc: 0.6906, loss_cls: 2.4483, loss: 2.4483, grad_norm: 1.8454 2020-07-25 06:56:08,134 - mmaction - INFO - Epoch [186][360/940] lr: 1.069e-01, eta: 14:56:40, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.4494, top5_acc: 0.6914, loss_cls: 2.4561, loss: 2.4561, grad_norm: 1.8655 2020-07-25 06:56:21,818 - mmaction - INFO - Epoch [186][380/940] lr: 1.069e-01, eta: 14:56:21, time: 0.685, data_time: 0.002, memory: 9569, top1_acc: 0.4332, top5_acc: 0.6730, loss_cls: 2.5197, loss: 2.5197, grad_norm: 1.8618 2020-07-25 06:56:34,930 - mmaction - INFO - Epoch [186][400/940] lr: 1.069e-01, eta: 14:56:03, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.4277, top5_acc: 0.6787, loss_cls: 2.5337, loss: 2.5337, grad_norm: 1.8735 2020-07-25 06:56:47,855 - mmaction - INFO - Epoch [186][420/940] lr: 1.069e-01, eta: 14:55:44, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4281, top5_acc: 0.6781, loss_cls: 2.5654, loss: 2.5654, grad_norm: 1.8836 2020-07-25 06:57:00,903 - mmaction - INFO - Epoch [186][440/940] lr: 1.069e-01, eta: 14:55:26, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.4326, top5_acc: 0.6740, loss_cls: 2.5324, loss: 2.5324, grad_norm: 1.8738 2020-07-25 06:57:14,723 - mmaction - INFO - Epoch [186][460/940] lr: 1.069e-01, eta: 14:55:08, time: 0.690, data_time: 0.001, memory: 9569, top1_acc: 0.4166, top5_acc: 0.6736, loss_cls: 2.5591, loss: 2.5591, grad_norm: 1.8811 2020-07-25 06:57:27,619 - mmaction - INFO - Epoch [186][480/940] lr: 1.069e-01, eta: 14:54:49, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4389, top5_acc: 0.6668, loss_cls: 2.5382, loss: 2.5382, grad_norm: 1.8742 2020-07-25 06:57:40,921 - mmaction - INFO - Epoch [186][500/940] lr: 1.069e-01, eta: 14:54:30, time: 0.667, data_time: 0.003, memory: 9569, top1_acc: 0.4412, top5_acc: 0.6885, loss_cls: 2.4910, loss: 2.4910, grad_norm: 1.8554 2020-07-25 06:57:53,879 - mmaction - INFO - Epoch [186][520/940] lr: 1.069e-01, eta: 14:54:12, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4547, top5_acc: 0.6850, loss_cls: 2.4564, loss: 2.4564, grad_norm: 1.8396 2020-07-25 06:58:06,949 - mmaction - INFO - Epoch [186][540/940] lr: 1.069e-01, eta: 14:53:53, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.4313, top5_acc: 0.6838, loss_cls: 2.5118, loss: 2.5118, grad_norm: 1.8827 2020-07-25 06:58:20,398 - mmaction - INFO - Epoch [186][560/940] lr: 1.069e-01, eta: 14:53:35, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.4264, top5_acc: 0.6809, loss_cls: 2.5200, loss: 2.5200, grad_norm: 1.8784 2020-07-25 06:58:33,415 - mmaction - INFO - Epoch [186][580/940] lr: 1.069e-01, eta: 14:53:16, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.4248, top5_acc: 0.6742, loss_cls: 2.5479, loss: 2.5479, grad_norm: 1.8977 2020-07-25 06:58:46,959 - mmaction - INFO - Epoch [186][600/940] lr: 1.069e-01, eta: 14:52:58, time: 0.678, data_time: 0.001, memory: 9569, top1_acc: 0.4283, top5_acc: 0.6758, loss_cls: 2.5208, loss: 2.5208, grad_norm: 1.8938 2020-07-25 06:58:59,917 - mmaction - INFO - Epoch [186][620/940] lr: 1.069e-01, eta: 14:52:40, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4324, top5_acc: 0.6898, loss_cls: 2.4874, loss: 2.4874, grad_norm: 1.8325 2020-07-25 06:59:13,307 - mmaction - INFO - Epoch [186][640/940] lr: 1.069e-01, eta: 14:52:21, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.4465, top5_acc: 0.6857, loss_cls: 2.4788, loss: 2.4788, grad_norm: 1.8456 2020-07-25 06:59:26,196 - mmaction - INFO - Epoch [186][660/940] lr: 1.069e-01, eta: 14:52:03, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4342, top5_acc: 0.6867, loss_cls: 2.5163, loss: 2.5163, grad_norm: 1.8757 2020-07-25 06:59:39,114 - mmaction - INFO - Epoch [186][680/940] lr: 1.069e-01, eta: 14:51:44, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4428, top5_acc: 0.6900, loss_cls: 2.4257, loss: 2.4257, grad_norm: 1.8626 2020-07-25 06:59:52,110 - mmaction - INFO - Epoch [186][700/940] lr: 1.069e-01, eta: 14:51:25, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4318, top5_acc: 0.6844, loss_cls: 2.4987, loss: 2.4987, grad_norm: 1.8569 2020-07-25 07:00:10,312 - mmaction - INFO - Epoch [186][720/940] lr: 1.069e-01, eta: 14:51:11, time: 0.907, data_time: 0.005, memory: 9569, top1_acc: 0.4400, top5_acc: 0.6801, loss_cls: 2.5013, loss: 2.5013, grad_norm: 1.8457 2020-07-25 07:00:23,247 - mmaction - INFO - Epoch [186][740/940] lr: 1.069e-01, eta: 14:50:52, time: 0.649, data_time: 0.009, memory: 9569, top1_acc: 0.4275, top5_acc: 0.6629, loss_cls: 2.5613, loss: 2.5613, grad_norm: 1.8640 2020-07-25 07:00:36,177 - mmaction - INFO - Epoch [186][760/940] lr: 1.069e-01, eta: 14:50:33, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4316, top5_acc: 0.6834, loss_cls: 2.5136, loss: 2.5136, grad_norm: 1.9005 2020-07-25 07:00:49,202 - mmaction - INFO - Epoch [186][780/940] lr: 1.069e-01, eta: 14:50:15, time: 0.652, data_time: 0.004, memory: 9569, top1_acc: 0.4527, top5_acc: 0.6861, loss_cls: 2.4393, loss: 2.4393, grad_norm: 1.8567 2020-07-25 07:01:02,313 - mmaction - INFO - Epoch [186][800/940] lr: 1.069e-01, eta: 14:49:56, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.4309, top5_acc: 0.6754, loss_cls: 2.5342, loss: 2.5342, grad_norm: 1.8931 2020-07-25 07:01:15,229 - mmaction - INFO - Epoch [186][820/940] lr: 1.069e-01, eta: 14:49:38, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4393, top5_acc: 0.6836, loss_cls: 2.4841, loss: 2.4841, grad_norm: 1.8600 2020-07-25 07:01:28,176 - mmaction - INFO - Epoch [186][840/940] lr: 1.069e-01, eta: 14:49:19, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4223, top5_acc: 0.6742, loss_cls: 2.5655, loss: 2.5655, grad_norm: 1.9461 2020-07-25 07:01:41,292 - mmaction - INFO - Epoch [186][860/940] lr: 1.069e-01, eta: 14:49:00, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.4148, top5_acc: 0.6691, loss_cls: 2.5719, loss: 2.5719, grad_norm: 1.8913 2020-07-25 07:01:54,696 - mmaction - INFO - Epoch [186][880/940] lr: 1.069e-01, eta: 14:48:42, time: 0.671, data_time: 0.003, memory: 9569, top1_acc: 0.4309, top5_acc: 0.6687, loss_cls: 2.5622, loss: 2.5622, grad_norm: 1.8733 2020-07-25 07:02:08,004 - mmaction - INFO - Epoch [186][900/940] lr: 1.069e-01, eta: 14:48:24, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.4316, top5_acc: 0.6783, loss_cls: 2.5103, loss: 2.5103, grad_norm: 1.8764 2020-07-25 07:02:20,963 - mmaction - INFO - Epoch [186][920/940] lr: 1.069e-01, eta: 14:48:05, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4504, top5_acc: 0.6791, loss_cls: 2.4903, loss: 2.4903, grad_norm: 1.8688 2020-07-25 07:02:33,124 - mmaction - INFO - Epoch [186][940/940] lr: 1.069e-01, eta: 14:47:46, time: 0.609, data_time: 0.002, memory: 9569, top1_acc: 0.4367, top5_acc: 0.6836, loss_cls: 2.5104, loss: 2.5104, grad_norm: 1.9145 2020-07-25 07:04:52,190 - mmaction - INFO - Epoch [187][20/940] lr: 1.040e-01, eta: 14:48:55, time: 6.540, data_time: 5.870, memory: 9569, top1_acc: 0.4359, top5_acc: 0.6818, loss_cls: 2.4714, loss: 2.4714, grad_norm: 1.8526 2020-07-25 07:05:05,630 - mmaction - INFO - Epoch [187][40/940] lr: 1.040e-01, eta: 14:48:37, time: 0.673, data_time: 0.003, memory: 9569, top1_acc: 0.4451, top5_acc: 0.6898, loss_cls: 2.4886, loss: 2.4886, grad_norm: 1.8697 2020-07-25 07:05:19,238 - mmaction - INFO - Epoch [187][60/940] lr: 1.040e-01, eta: 14:48:19, time: 0.680, data_time: 0.001, memory: 9569, top1_acc: 0.4420, top5_acc: 0.6850, loss_cls: 2.4606, loss: 2.4606, grad_norm: 1.8446 2020-07-25 07:05:32,057 - mmaction - INFO - Epoch [187][80/940] lr: 1.040e-01, eta: 14:48:00, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.4469, top5_acc: 0.6773, loss_cls: 2.4747, loss: 2.4747, grad_norm: 1.8573 2020-07-25 07:05:44,938 - mmaction - INFO - Epoch [187][100/940] lr: 1.040e-01, eta: 14:47:41, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4273, top5_acc: 0.6746, loss_cls: 2.5357, loss: 2.5357, grad_norm: 1.8836 2020-07-25 07:05:57,810 - mmaction - INFO - Epoch [187][120/940] lr: 1.040e-01, eta: 14:47:23, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4385, top5_acc: 0.6945, loss_cls: 2.4613, loss: 2.4613, grad_norm: 1.8694 2020-07-25 07:06:10,731 - mmaction - INFO - Epoch [187][140/940] lr: 1.040e-01, eta: 14:47:04, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4518, top5_acc: 0.6930, loss_cls: 2.4252, loss: 2.4252, grad_norm: 1.8608 2020-07-25 07:06:23,613 - mmaction - INFO - Epoch [187][160/940] lr: 1.040e-01, eta: 14:46:45, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4488, top5_acc: 0.6916, loss_cls: 2.4626, loss: 2.4626, grad_norm: 1.8833 2020-07-25 07:06:36,481 - mmaction - INFO - Epoch [187][180/940] lr: 1.040e-01, eta: 14:46:27, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4416, top5_acc: 0.6842, loss_cls: 2.4786, loss: 2.4786, grad_norm: 1.8927 2020-07-25 07:06:49,372 - mmaction - INFO - Epoch [187][200/940] lr: 1.040e-01, eta: 14:46:08, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4443, top5_acc: 0.6809, loss_cls: 2.4776, loss: 2.4776, grad_norm: 1.8537 2020-07-25 07:07:02,297 - mmaction - INFO - Epoch [187][220/940] lr: 1.040e-01, eta: 14:45:49, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4410, top5_acc: 0.6850, loss_cls: 2.4678, loss: 2.4678, grad_norm: 1.8324 2020-07-25 07:07:15,162 - mmaction - INFO - Epoch [187][240/940] lr: 1.040e-01, eta: 14:45:31, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4406, top5_acc: 0.6863, loss_cls: 2.4745, loss: 2.4745, grad_norm: 1.9055 2020-07-25 07:07:28,851 - mmaction - INFO - Epoch [187][260/940] lr: 1.040e-01, eta: 14:45:13, time: 0.684, data_time: 0.002, memory: 9569, top1_acc: 0.4346, top5_acc: 0.6824, loss_cls: 2.5048, loss: 2.5048, grad_norm: 1.9213 2020-07-25 07:07:42,151 - mmaction - INFO - Epoch [187][280/940] lr: 1.040e-01, eta: 14:44:54, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.4332, top5_acc: 0.6795, loss_cls: 2.5286, loss: 2.5286, grad_norm: 1.9193 2020-07-25 07:07:55,108 - mmaction - INFO - Epoch [187][300/940] lr: 1.040e-01, eta: 14:44:36, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4416, top5_acc: 0.6850, loss_cls: 2.4591, loss: 2.4591, grad_norm: 1.8708 2020-07-25 07:08:07,923 - mmaction - INFO - Epoch [187][320/940] lr: 1.040e-01, eta: 14:44:17, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.4422, top5_acc: 0.6777, loss_cls: 2.5003, loss: 2.5003, grad_norm: 1.8894 2020-07-25 07:08:20,907 - mmaction - INFO - Epoch [187][340/940] lr: 1.040e-01, eta: 14:43:58, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4383, top5_acc: 0.6770, loss_cls: 2.5105, loss: 2.5105, grad_norm: 1.8844 2020-07-25 07:08:34,005 - mmaction - INFO - Epoch [187][360/940] lr: 1.040e-01, eta: 14:43:40, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.4484, top5_acc: 0.7047, loss_cls: 2.3955, loss: 2.3955, grad_norm: 1.8662 2020-07-25 07:08:46,922 - mmaction - INFO - Epoch [187][380/940] lr: 1.040e-01, eta: 14:43:21, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4543, top5_acc: 0.6928, loss_cls: 2.4196, loss: 2.4196, grad_norm: 1.8687 2020-07-25 07:09:00,028 - mmaction - INFO - Epoch [187][400/940] lr: 1.040e-01, eta: 14:43:03, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.4291, top5_acc: 0.6830, loss_cls: 2.5201, loss: 2.5201, grad_norm: 1.9020 2020-07-25 07:09:13,315 - mmaction - INFO - Epoch [187][420/940] lr: 1.040e-01, eta: 14:42:44, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.4426, top5_acc: 0.6895, loss_cls: 2.4607, loss: 2.4607, grad_norm: 1.8904 2020-07-25 07:09:26,363 - mmaction - INFO - Epoch [187][440/940] lr: 1.040e-01, eta: 14:42:26, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.4295, top5_acc: 0.6721, loss_cls: 2.5541, loss: 2.5541, grad_norm: 1.8933 2020-07-25 07:09:39,737 - mmaction - INFO - Epoch [187][460/940] lr: 1.040e-01, eta: 14:42:08, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.4510, top5_acc: 0.6947, loss_cls: 2.4160, loss: 2.4160, grad_norm: 1.8826 2020-07-25 07:09:52,743 - mmaction - INFO - Epoch [187][480/940] lr: 1.040e-01, eta: 14:41:49, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.4383, top5_acc: 0.6824, loss_cls: 2.5037, loss: 2.5037, grad_norm: 1.8940 2020-07-25 07:10:05,987 - mmaction - INFO - Epoch [187][500/940] lr: 1.040e-01, eta: 14:41:31, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.4330, top5_acc: 0.6799, loss_cls: 2.5026, loss: 2.5026, grad_norm: 1.8380 2020-07-25 07:10:19,024 - mmaction - INFO - Epoch [187][520/940] lr: 1.040e-01, eta: 14:41:12, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.4365, top5_acc: 0.6807, loss_cls: 2.5157, loss: 2.5157, grad_norm: 1.8963 2020-07-25 07:10:31,937 - mmaction - INFO - Epoch [187][540/940] lr: 1.040e-01, eta: 14:40:53, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4412, top5_acc: 0.6883, loss_cls: 2.4793, loss: 2.4793, grad_norm: 1.8568 2020-07-25 07:10:45,187 - mmaction - INFO - Epoch [187][560/940] lr: 1.040e-01, eta: 14:40:35, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.4400, top5_acc: 0.6781, loss_cls: 2.5015, loss: 2.5015, grad_norm: 1.8491 2020-07-25 07:10:58,566 - mmaction - INFO - Epoch [187][580/940] lr: 1.040e-01, eta: 14:40:17, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.4434, top5_acc: 0.6770, loss_cls: 2.4865, loss: 2.4865, grad_norm: 1.8749 2020-07-25 07:11:11,842 - mmaction - INFO - Epoch [187][600/940] lr: 1.040e-01, eta: 14:39:59, time: 0.665, data_time: 0.003, memory: 9569, top1_acc: 0.4437, top5_acc: 0.6857, loss_cls: 2.4679, loss: 2.4679, grad_norm: 1.8815 2020-07-25 07:11:24,745 - mmaction - INFO - Epoch [187][620/940] lr: 1.040e-01, eta: 14:39:40, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4484, top5_acc: 0.6807, loss_cls: 2.4708, loss: 2.4708, grad_norm: 1.8883 2020-07-25 07:11:38,110 - mmaction - INFO - Epoch [187][640/940] lr: 1.040e-01, eta: 14:39:22, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.4424, top5_acc: 0.6895, loss_cls: 2.4738, loss: 2.4738, grad_norm: 1.8991 2020-07-25 07:11:51,063 - mmaction - INFO - Epoch [187][660/940] lr: 1.040e-01, eta: 14:39:03, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.4367, top5_acc: 0.6887, loss_cls: 2.4786, loss: 2.4786, grad_norm: 1.8586 2020-07-25 07:12:03,941 - mmaction - INFO - Epoch [187][680/940] lr: 1.040e-01, eta: 14:38:44, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4377, top5_acc: 0.6836, loss_cls: 2.4784, loss: 2.4784, grad_norm: 1.9294 2020-07-25 07:12:16,851 - mmaction - INFO - Epoch [187][700/940] lr: 1.040e-01, eta: 14:38:26, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4225, top5_acc: 0.6656, loss_cls: 2.5857, loss: 2.5857, grad_norm: 1.9233 2020-07-25 07:12:29,728 - mmaction - INFO - Epoch [187][720/940] lr: 1.040e-01, eta: 14:38:07, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4426, top5_acc: 0.6945, loss_cls: 2.4388, loss: 2.4388, grad_norm: 1.8648 2020-07-25 07:12:42,686 - mmaction - INFO - Epoch [187][740/940] lr: 1.040e-01, eta: 14:37:49, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.4287, top5_acc: 0.6814, loss_cls: 2.5259, loss: 2.5259, grad_norm: 1.9165 2020-07-25 07:12:56,216 - mmaction - INFO - Epoch [187][760/940] lr: 1.040e-01, eta: 14:37:31, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.4396, top5_acc: 0.6908, loss_cls: 2.4798, loss: 2.4798, grad_norm: 1.8569 2020-07-25 07:13:09,210 - mmaction - INFO - Epoch [187][780/940] lr: 1.040e-01, eta: 14:37:12, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4426, top5_acc: 0.6863, loss_cls: 2.5054, loss: 2.5054, grad_norm: 1.9192 2020-07-25 07:13:22,077 - mmaction - INFO - Epoch [187][800/940] lr: 1.040e-01, eta: 14:36:53, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4336, top5_acc: 0.6887, loss_cls: 2.4760, loss: 2.4760, grad_norm: 1.9133 2020-07-25 07:13:35,027 - mmaction - INFO - Epoch [187][820/940] lr: 1.040e-01, eta: 14:36:35, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4320, top5_acc: 0.6789, loss_cls: 2.5139, loss: 2.5139, grad_norm: 1.9025 2020-07-25 07:13:47,937 - mmaction - INFO - Epoch [187][840/940] lr: 1.040e-01, eta: 14:36:16, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4406, top5_acc: 0.6879, loss_cls: 2.4712, loss: 2.4712, grad_norm: 1.8887 2020-07-25 07:14:01,743 - mmaction - INFO - Epoch [187][860/940] lr: 1.040e-01, eta: 14:35:58, time: 0.690, data_time: 0.001, memory: 9569, top1_acc: 0.4434, top5_acc: 0.6900, loss_cls: 2.4633, loss: 2.4633, grad_norm: 1.8948 2020-07-25 07:14:14,707 - mmaction - INFO - Epoch [187][880/940] lr: 1.040e-01, eta: 14:35:40, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4402, top5_acc: 0.6799, loss_cls: 2.5115, loss: 2.5115, grad_norm: 1.9187 2020-07-25 07:14:27,627 - mmaction - INFO - Epoch [187][900/940] lr: 1.040e-01, eta: 14:35:21, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4369, top5_acc: 0.6906, loss_cls: 2.4772, loss: 2.4772, grad_norm: 1.9146 2020-07-25 07:14:40,571 - mmaction - INFO - Epoch [187][920/940] lr: 1.040e-01, eta: 14:35:03, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4287, top5_acc: 0.6703, loss_cls: 2.5435, loss: 2.5435, grad_norm: 1.9071 2020-07-25 07:14:52,942 - mmaction - INFO - Epoch [187][940/940] lr: 1.040e-01, eta: 14:34:44, time: 0.619, data_time: 0.001, memory: 9569, top1_acc: 0.4440, top5_acc: 0.6865, loss_cls: 2.4712, loss: 2.4712, grad_norm: 1.8712 2020-07-25 07:17:27,780 - mmaction - INFO - Epoch [188][20/940] lr: 1.013e-01, eta: 14:36:06, time: 7.570, data_time: 5.315, memory: 9569, top1_acc: 0.4441, top5_acc: 0.6896, loss_cls: 2.4303, loss: 2.4303, grad_norm: 1.8808 2020-07-25 07:17:41,567 - mmaction - INFO - Epoch [188][40/940] lr: 1.013e-01, eta: 14:35:48, time: 0.689, data_time: 0.001, memory: 9569, top1_acc: 0.4420, top5_acc: 0.6822, loss_cls: 2.4754, loss: 2.4754, grad_norm: 1.8888 2020-07-25 07:17:54,804 - mmaction - INFO - Epoch [188][60/940] lr: 1.013e-01, eta: 14:35:29, time: 0.661, data_time: 0.001, memory: 9569, top1_acc: 0.4566, top5_acc: 0.6949, loss_cls: 2.4202, loss: 2.4202, grad_norm: 1.8630 2020-07-25 07:18:08,040 - mmaction - INFO - Epoch [188][80/940] lr: 1.013e-01, eta: 14:35:11, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.4480, top5_acc: 0.6998, loss_cls: 2.4157, loss: 2.4157, grad_norm: 1.8763 2020-07-25 07:18:21,454 - mmaction - INFO - Epoch [188][100/940] lr: 1.013e-01, eta: 14:34:53, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.4455, top5_acc: 0.6824, loss_cls: 2.4683, loss: 2.4683, grad_norm: 1.9167 2020-07-25 07:18:34,402 - mmaction - INFO - Epoch [188][120/940] lr: 1.013e-01, eta: 14:34:34, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4398, top5_acc: 0.6924, loss_cls: 2.4570, loss: 2.4570, grad_norm: 1.8938 2020-07-25 07:18:47,432 - mmaction - INFO - Epoch [188][140/940] lr: 1.013e-01, eta: 14:34:16, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.4641, top5_acc: 0.7053, loss_cls: 2.3839, loss: 2.3839, grad_norm: 1.8639 2020-07-25 07:19:00,777 - mmaction - INFO - Epoch [188][160/940] lr: 1.013e-01, eta: 14:33:57, time: 0.668, data_time: 0.003, memory: 9569, top1_acc: 0.4449, top5_acc: 0.6896, loss_cls: 2.4602, loss: 2.4602, grad_norm: 1.8963 2020-07-25 07:19:13,836 - mmaction - INFO - Epoch [188][180/940] lr: 1.013e-01, eta: 14:33:39, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.4533, top5_acc: 0.6869, loss_cls: 2.4413, loss: 2.4413, grad_norm: 1.9189 2020-07-25 07:19:27,190 - mmaction - INFO - Epoch [188][200/940] lr: 1.013e-01, eta: 14:33:21, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.4311, top5_acc: 0.6809, loss_cls: 2.4983, loss: 2.4983, grad_norm: 1.9066 2020-07-25 07:19:40,081 - mmaction - INFO - Epoch [188][220/940] lr: 1.013e-01, eta: 14:33:02, time: 0.647, data_time: 0.004, memory: 9569, top1_acc: 0.4279, top5_acc: 0.6783, loss_cls: 2.5266, loss: 2.5266, grad_norm: 1.9228 2020-07-25 07:19:53,056 - mmaction - INFO - Epoch [188][240/940] lr: 1.013e-01, eta: 14:32:44, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4436, top5_acc: 0.6912, loss_cls: 2.4442, loss: 2.4442, grad_norm: 1.8875 2020-07-25 07:20:05,975 - mmaction - INFO - Epoch [188][260/940] lr: 1.013e-01, eta: 14:32:25, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4492, top5_acc: 0.6936, loss_cls: 2.4297, loss: 2.4297, grad_norm: 1.8968 2020-07-25 07:20:18,964 - mmaction - INFO - Epoch [188][280/940] lr: 1.013e-01, eta: 14:32:06, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4396, top5_acc: 0.6805, loss_cls: 2.4897, loss: 2.4897, grad_norm: 1.9062 2020-07-25 07:20:31,920 - mmaction - INFO - Epoch [188][300/940] lr: 1.013e-01, eta: 14:31:48, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.4395, top5_acc: 0.6867, loss_cls: 2.4865, loss: 2.4865, grad_norm: 1.9378 2020-07-25 07:20:45,233 - mmaction - INFO - Epoch [188][320/940] lr: 1.013e-01, eta: 14:31:30, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.4541, top5_acc: 0.6941, loss_cls: 2.4280, loss: 2.4280, grad_norm: 1.9026 2020-07-25 07:20:58,734 - mmaction - INFO - Epoch [188][340/940] lr: 1.013e-01, eta: 14:31:11, time: 0.675, data_time: 0.001, memory: 9569, top1_acc: 0.4396, top5_acc: 0.6789, loss_cls: 2.5196, loss: 2.5196, grad_norm: 1.8863 2020-07-25 07:21:12,104 - mmaction - INFO - Epoch [188][360/940] lr: 1.013e-01, eta: 14:30:53, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.4406, top5_acc: 0.6893, loss_cls: 2.4471, loss: 2.4471, grad_norm: 1.8808 2020-07-25 07:21:24,976 - mmaction - INFO - Epoch [188][380/940] lr: 1.013e-01, eta: 14:30:35, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4451, top5_acc: 0.6973, loss_cls: 2.4177, loss: 2.4177, grad_norm: 1.8920 2020-07-25 07:21:38,229 - mmaction - INFO - Epoch [188][400/940] lr: 1.013e-01, eta: 14:30:16, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.4480, top5_acc: 0.6895, loss_cls: 2.4348, loss: 2.4348, grad_norm: 1.8796 2020-07-25 07:21:51,081 - mmaction - INFO - Epoch [188][420/940] lr: 1.013e-01, eta: 14:29:58, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4482, top5_acc: 0.6863, loss_cls: 2.4340, loss: 2.4340, grad_norm: 1.8945 2020-07-25 07:22:04,041 - mmaction - INFO - Epoch [188][440/940] lr: 1.013e-01, eta: 14:29:39, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4600, top5_acc: 0.6977, loss_cls: 2.4143, loss: 2.4143, grad_norm: 1.9064 2020-07-25 07:22:16,973 - mmaction - INFO - Epoch [188][460/940] lr: 1.013e-01, eta: 14:29:21, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4311, top5_acc: 0.6830, loss_cls: 2.4870, loss: 2.4870, grad_norm: 1.9111 2020-07-25 07:22:29,973 - mmaction - INFO - Epoch [188][480/940] lr: 1.013e-01, eta: 14:29:02, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4439, top5_acc: 0.6824, loss_cls: 2.4887, loss: 2.4887, grad_norm: 1.9272 2020-07-25 07:22:43,427 - mmaction - INFO - Epoch [188][500/940] lr: 1.013e-01, eta: 14:28:44, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.4436, top5_acc: 0.6928, loss_cls: 2.4509, loss: 2.4509, grad_norm: 1.9041 2020-07-25 07:22:56,300 - mmaction - INFO - Epoch [188][520/940] lr: 1.013e-01, eta: 14:28:25, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4379, top5_acc: 0.6889, loss_cls: 2.4630, loss: 2.4630, grad_norm: 1.9428 2020-07-25 07:23:09,337 - mmaction - INFO - Epoch [188][540/940] lr: 1.013e-01, eta: 14:28:07, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.4346, top5_acc: 0.6742, loss_cls: 2.5312, loss: 2.5312, grad_norm: 1.9155 2020-07-25 07:23:22,827 - mmaction - INFO - Epoch [188][560/940] lr: 1.013e-01, eta: 14:27:49, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.4551, top5_acc: 0.6963, loss_cls: 2.4440, loss: 2.4440, grad_norm: 1.8773 2020-07-25 07:23:35,796 - mmaction - INFO - Epoch [188][580/940] lr: 1.013e-01, eta: 14:27:30, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4383, top5_acc: 0.6820, loss_cls: 2.5011, loss: 2.5011, grad_norm: 1.9022 2020-07-25 07:23:48,823 - mmaction - INFO - Epoch [188][600/940] lr: 1.013e-01, eta: 14:27:12, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.4506, top5_acc: 0.6963, loss_cls: 2.4390, loss: 2.4390, grad_norm: 1.9073 2020-07-25 07:24:02,342 - mmaction - INFO - Epoch [188][620/940] lr: 1.013e-01, eta: 14:26:54, time: 0.676, data_time: 0.001, memory: 9569, top1_acc: 0.4561, top5_acc: 0.6973, loss_cls: 2.4173, loss: 2.4173, grad_norm: 1.8946 2020-07-25 07:24:15,386 - mmaction - INFO - Epoch [188][640/940] lr: 1.013e-01, eta: 14:26:35, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.4488, top5_acc: 0.6766, loss_cls: 2.4773, loss: 2.4773, grad_norm: 1.9234 2020-07-25 07:24:28,411 - mmaction - INFO - Epoch [188][660/940] lr: 1.013e-01, eta: 14:26:17, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.4387, top5_acc: 0.6809, loss_cls: 2.5121, loss: 2.5121, grad_norm: 1.9290 2020-07-25 07:24:41,842 - mmaction - INFO - Epoch [188][680/940] lr: 1.013e-01, eta: 14:25:59, time: 0.672, data_time: 0.001, memory: 9569, top1_acc: 0.4311, top5_acc: 0.6729, loss_cls: 2.5197, loss: 2.5197, grad_norm: 1.9019 2020-07-25 07:24:55,157 - mmaction - INFO - Epoch [188][700/940] lr: 1.013e-01, eta: 14:25:40, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.4365, top5_acc: 0.6814, loss_cls: 2.4950, loss: 2.4950, grad_norm: 1.9297 2020-07-25 07:25:08,085 - mmaction - INFO - Epoch [188][720/940] lr: 1.013e-01, eta: 14:25:22, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4475, top5_acc: 0.6809, loss_cls: 2.4798, loss: 2.4798, grad_norm: 1.9053 2020-07-25 07:25:21,007 - mmaction - INFO - Epoch [188][740/940] lr: 1.013e-01, eta: 14:25:03, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4365, top5_acc: 0.6795, loss_cls: 2.5064, loss: 2.5064, grad_norm: 1.9311 2020-07-25 07:25:34,547 - mmaction - INFO - Epoch [188][760/940] lr: 1.013e-01, eta: 14:24:45, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.4426, top5_acc: 0.6854, loss_cls: 2.4853, loss: 2.4853, grad_norm: 1.8901 2020-07-25 07:25:47,570 - mmaction - INFO - Epoch [188][780/940] lr: 1.013e-01, eta: 14:24:27, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.4449, top5_acc: 0.6920, loss_cls: 2.4227, loss: 2.4227, grad_norm: 1.8793 2020-07-25 07:26:00,842 - mmaction - INFO - Epoch [188][800/940] lr: 1.013e-01, eta: 14:24:09, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.4449, top5_acc: 0.6920, loss_cls: 2.4424, loss: 2.4424, grad_norm: 1.9093 2020-07-25 07:26:13,804 - mmaction - INFO - Epoch [188][820/940] lr: 1.013e-01, eta: 14:23:50, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4398, top5_acc: 0.6850, loss_cls: 2.4778, loss: 2.4778, grad_norm: 1.9003 2020-07-25 07:26:26,699 - mmaction - INFO - Epoch [188][840/940] lr: 1.013e-01, eta: 14:23:32, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4422, top5_acc: 0.6764, loss_cls: 2.5423, loss: 2.5423, grad_norm: 1.9233 2020-07-25 07:26:39,643 - mmaction - INFO - Epoch [188][860/940] lr: 1.013e-01, eta: 14:23:13, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.4289, top5_acc: 0.6814, loss_cls: 2.5075, loss: 2.5075, grad_norm: 1.9252 2020-07-25 07:26:52,601 - mmaction - INFO - Epoch [188][880/940] lr: 1.013e-01, eta: 14:22:55, time: 0.648, data_time: 0.004, memory: 9569, top1_acc: 0.4299, top5_acc: 0.6699, loss_cls: 2.5521, loss: 2.5521, grad_norm: 1.9255 2020-07-25 07:27:05,555 - mmaction - INFO - Epoch [188][900/940] lr: 1.013e-01, eta: 14:22:36, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4361, top5_acc: 0.6816, loss_cls: 2.5119, loss: 2.5119, grad_norm: 1.9038 2020-07-25 07:27:18,473 - mmaction - INFO - Epoch [188][920/940] lr: 1.013e-01, eta: 14:22:18, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.4232, top5_acc: 0.6775, loss_cls: 2.5397, loss: 2.5397, grad_norm: 1.9388 2020-07-25 07:27:30,712 - mmaction - INFO - Epoch [188][940/940] lr: 1.013e-01, eta: 14:21:59, time: 0.611, data_time: 0.003, memory: 9569, top1_acc: 0.4330, top5_acc: 0.6769, loss_cls: 2.5072, loss: 2.5072, grad_norm: 1.9445 2020-07-25 07:27:34,132 - mmaction - INFO - Saving checkpoint at 188 epochs 2020-07-25 07:29:51,628 - mmaction - INFO - Epoch [189][20/940] lr: 9.853e-02, eta: 14:23:08, time: 6.823, data_time: 5.455, memory: 9569, top1_acc: 0.4488, top5_acc: 0.6883, loss_cls: 2.4470, loss: 2.4470, grad_norm: 1.8909 2020-07-25 07:30:04,475 - mmaction - INFO - Epoch [189][40/940] lr: 9.853e-02, eta: 14:22:49, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4598, top5_acc: 0.6961, loss_cls: 2.4150, loss: 2.4150, grad_norm: 1.8834 2020-07-25 07:30:17,773 - mmaction - INFO - Epoch [189][60/940] lr: 9.853e-02, eta: 14:22:31, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.4582, top5_acc: 0.6908, loss_cls: 2.4414, loss: 2.4414, grad_norm: 1.9116 2020-07-25 07:30:30,637 - mmaction - INFO - Epoch [189][80/940] lr: 9.853e-02, eta: 14:22:12, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4533, top5_acc: 0.6996, loss_cls: 2.4246, loss: 2.4246, grad_norm: 1.9046 2020-07-25 07:30:43,570 - mmaction - INFO - Epoch [189][100/940] lr: 9.853e-02, eta: 14:21:54, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4332, top5_acc: 0.6863, loss_cls: 2.4989, loss: 2.4989, grad_norm: 1.9362 2020-07-25 07:30:56,388 - mmaction - INFO - Epoch [189][120/940] lr: 9.853e-02, eta: 14:21:35, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.4535, top5_acc: 0.6904, loss_cls: 2.4020, loss: 2.4020, grad_norm: 1.8946 2020-07-25 07:31:09,280 - mmaction - INFO - Epoch [189][140/940] lr: 9.853e-02, eta: 14:21:17, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4437, top5_acc: 0.6805, loss_cls: 2.4999, loss: 2.4999, grad_norm: 1.9141 2020-07-25 07:31:22,217 - mmaction - INFO - Epoch [189][160/940] lr: 9.853e-02, eta: 14:20:58, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4553, top5_acc: 0.6936, loss_cls: 2.4023, loss: 2.4023, grad_norm: 1.8833 2020-07-25 07:31:35,141 - mmaction - INFO - Epoch [189][180/940] lr: 9.853e-02, eta: 14:20:40, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4492, top5_acc: 0.6986, loss_cls: 2.4269, loss: 2.4269, grad_norm: 1.9250 2020-07-25 07:31:48,025 - mmaction - INFO - Epoch [189][200/940] lr: 9.853e-02, eta: 14:20:21, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4434, top5_acc: 0.6811, loss_cls: 2.4769, loss: 2.4769, grad_norm: 1.9410 2020-07-25 07:32:00,944 - mmaction - INFO - Epoch [189][220/940] lr: 9.853e-02, eta: 14:20:02, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4520, top5_acc: 0.6973, loss_cls: 2.4057, loss: 2.4057, grad_norm: 1.8977 2020-07-25 07:32:14,025 - mmaction - INFO - Epoch [189][240/940] lr: 9.853e-02, eta: 14:19:44, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.4451, top5_acc: 0.6906, loss_cls: 2.4216, loss: 2.4216, grad_norm: 1.9374 2020-07-25 07:32:26,923 - mmaction - INFO - Epoch [189][260/940] lr: 9.853e-02, eta: 14:19:26, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4477, top5_acc: 0.6947, loss_cls: 2.4322, loss: 2.4322, grad_norm: 1.9332 2020-07-25 07:32:40,534 - mmaction - INFO - Epoch [189][280/940] lr: 9.853e-02, eta: 14:19:08, time: 0.679, data_time: 0.001, memory: 9569, top1_acc: 0.4434, top5_acc: 0.6895, loss_cls: 2.4600, loss: 2.4600, grad_norm: 1.9257 2020-07-25 07:32:53,524 - mmaction - INFO - Epoch [189][300/940] lr: 9.853e-02, eta: 14:18:49, time: 0.650, data_time: 0.003, memory: 9569, top1_acc: 0.4391, top5_acc: 0.6818, loss_cls: 2.4968, loss: 2.4968, grad_norm: 1.9148 2020-07-25 07:33:06,491 - mmaction - INFO - Epoch [189][320/940] lr: 9.853e-02, eta: 14:18:31, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.4506, top5_acc: 0.6984, loss_cls: 2.4192, loss: 2.4192, grad_norm: 1.9133 2020-07-25 07:33:19,381 - mmaction - INFO - Epoch [189][340/940] lr: 9.853e-02, eta: 14:18:12, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4576, top5_acc: 0.7045, loss_cls: 2.4092, loss: 2.4092, grad_norm: 1.9129 2020-07-25 07:33:32,360 - mmaction - INFO - Epoch [189][360/940] lr: 9.853e-02, eta: 14:17:54, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4477, top5_acc: 0.6924, loss_cls: 2.4455, loss: 2.4455, grad_norm: 1.9074 2020-07-25 07:33:45,319 - mmaction - INFO - Epoch [189][380/940] lr: 9.853e-02, eta: 14:17:35, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4545, top5_acc: 0.6965, loss_cls: 2.4336, loss: 2.4336, grad_norm: 1.8996 2020-07-25 07:33:58,372 - mmaction - INFO - Epoch [189][400/940] lr: 9.853e-02, eta: 14:17:17, time: 0.652, data_time: 0.003, memory: 9569, top1_acc: 0.4488, top5_acc: 0.6908, loss_cls: 2.4653, loss: 2.4653, grad_norm: 1.9563 2020-07-25 07:34:11,889 - mmaction - INFO - Epoch [189][420/940] lr: 9.853e-02, eta: 14:16:59, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.4457, top5_acc: 0.6914, loss_cls: 2.4798, loss: 2.4798, grad_norm: 1.9381 2020-07-25 07:34:24,963 - mmaction - INFO - Epoch [189][440/940] lr: 9.853e-02, eta: 14:16:40, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.4520, top5_acc: 0.6934, loss_cls: 2.4268, loss: 2.4268, grad_norm: 1.9045 2020-07-25 07:34:37,864 - mmaction - INFO - Epoch [189][460/940] lr: 9.853e-02, eta: 14:16:22, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4592, top5_acc: 0.6896, loss_cls: 2.4377, loss: 2.4377, grad_norm: 1.9345 2020-07-25 07:34:50,932 - mmaction - INFO - Epoch [189][480/940] lr: 9.853e-02, eta: 14:16:03, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.4516, top5_acc: 0.6988, loss_cls: 2.4243, loss: 2.4243, grad_norm: 1.9119 2020-07-25 07:35:04,330 - mmaction - INFO - Epoch [189][500/940] lr: 9.853e-02, eta: 14:15:45, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.4393, top5_acc: 0.6854, loss_cls: 2.4932, loss: 2.4932, grad_norm: 1.9420 2020-07-25 07:35:17,651 - mmaction - INFO - Epoch [189][520/940] lr: 9.853e-02, eta: 14:15:27, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.4363, top5_acc: 0.6873, loss_cls: 2.4708, loss: 2.4708, grad_norm: 1.9483 2020-07-25 07:35:31,033 - mmaction - INFO - Epoch [189][540/940] lr: 9.853e-02, eta: 14:15:09, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.4443, top5_acc: 0.6877, loss_cls: 2.4686, loss: 2.4686, grad_norm: 1.9251 2020-07-25 07:35:44,309 - mmaction - INFO - Epoch [189][560/940] lr: 9.853e-02, eta: 14:14:51, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.4297, top5_acc: 0.6775, loss_cls: 2.5324, loss: 2.5324, grad_norm: 1.9545 2020-07-25 07:35:57,231 - mmaction - INFO - Epoch [189][580/940] lr: 9.853e-02, eta: 14:14:32, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4521, top5_acc: 0.6959, loss_cls: 2.4063, loss: 2.4063, grad_norm: 1.9164 2020-07-25 07:36:10,164 - mmaction - INFO - Epoch [189][600/940] lr: 9.853e-02, eta: 14:14:14, time: 0.647, data_time: 0.004, memory: 9569, top1_acc: 0.4418, top5_acc: 0.6787, loss_cls: 2.5006, loss: 2.5006, grad_norm: 1.9083 2020-07-25 07:36:23,043 - mmaction - INFO - Epoch [189][620/940] lr: 9.853e-02, eta: 14:13:55, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4340, top5_acc: 0.6783, loss_cls: 2.5152, loss: 2.5152, grad_norm: 1.9240 2020-07-25 07:36:35,919 - mmaction - INFO - Epoch [189][640/940] lr: 9.853e-02, eta: 14:13:37, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4381, top5_acc: 0.6824, loss_cls: 2.4690, loss: 2.4690, grad_norm: 1.8919 2020-07-25 07:36:48,902 - mmaction - INFO - Epoch [189][660/940] lr: 9.853e-02, eta: 14:13:18, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4352, top5_acc: 0.6891, loss_cls: 2.4878, loss: 2.4878, grad_norm: 1.9114 2020-07-25 07:37:02,242 - mmaction - INFO - Epoch [189][680/940] lr: 9.853e-02, eta: 14:13:00, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.4465, top5_acc: 0.6936, loss_cls: 2.4567, loss: 2.4567, grad_norm: 1.9457 2020-07-25 07:37:15,672 - mmaction - INFO - Epoch [189][700/940] lr: 9.853e-02, eta: 14:12:42, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.4395, top5_acc: 0.6906, loss_cls: 2.4678, loss: 2.4678, grad_norm: 1.9178 2020-07-25 07:37:28,609 - mmaction - INFO - Epoch [189][720/940] lr: 9.853e-02, eta: 14:12:24, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4506, top5_acc: 0.6867, loss_cls: 2.4554, loss: 2.4554, grad_norm: 1.8644 2020-07-25 07:37:41,536 - mmaction - INFO - Epoch [189][740/940] lr: 9.853e-02, eta: 14:12:05, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.4338, top5_acc: 0.6861, loss_cls: 2.4853, loss: 2.4853, grad_norm: 1.8904 2020-07-25 07:37:54,426 - mmaction - INFO - Epoch [189][760/940] lr: 9.853e-02, eta: 14:11:47, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4426, top5_acc: 0.6881, loss_cls: 2.4463, loss: 2.4463, grad_norm: 1.9479 2020-07-25 07:38:07,338 - mmaction - INFO - Epoch [189][780/940] lr: 9.853e-02, eta: 14:11:28, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4363, top5_acc: 0.6713, loss_cls: 2.5220, loss: 2.5220, grad_norm: 1.9561 2020-07-25 07:38:20,243 - mmaction - INFO - Epoch [189][800/940] lr: 9.853e-02, eta: 14:11:10, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4426, top5_acc: 0.6834, loss_cls: 2.5125, loss: 2.5125, grad_norm: 1.9465 2020-07-25 07:38:33,171 - mmaction - INFO - Epoch [189][820/940] lr: 9.853e-02, eta: 14:10:51, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4453, top5_acc: 0.6963, loss_cls: 2.4427, loss: 2.4427, grad_norm: 1.9446 2020-07-25 07:38:46,090 - mmaction - INFO - Epoch [189][840/940] lr: 9.853e-02, eta: 14:10:33, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4449, top5_acc: 0.6844, loss_cls: 2.4638, loss: 2.4638, grad_norm: 1.9546 2020-07-25 07:38:59,136 - mmaction - INFO - Epoch [189][860/940] lr: 9.853e-02, eta: 14:10:15, time: 0.653, data_time: 0.003, memory: 9569, top1_acc: 0.4379, top5_acc: 0.6889, loss_cls: 2.4617, loss: 2.4617, grad_norm: 1.9468 2020-07-25 07:39:12,521 - mmaction - INFO - Epoch [189][880/940] lr: 9.853e-02, eta: 14:09:56, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.4420, top5_acc: 0.6850, loss_cls: 2.4865, loss: 2.4865, grad_norm: 1.9404 2020-07-25 07:39:25,398 - mmaction - INFO - Epoch [189][900/940] lr: 9.853e-02, eta: 14:09:38, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.4455, top5_acc: 0.6818, loss_cls: 2.4789, loss: 2.4789, grad_norm: 1.9196 2020-07-25 07:39:38,321 - mmaction - INFO - Epoch [189][920/940] lr: 9.853e-02, eta: 14:09:20, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.4477, top5_acc: 0.6904, loss_cls: 2.4625, loss: 2.4625, grad_norm: 1.9418 2020-07-25 07:39:51,001 - mmaction - INFO - Epoch [189][940/940] lr: 9.853e-02, eta: 14:09:01, time: 0.635, data_time: 0.001, memory: 9569, top1_acc: 0.4389, top5_acc: 0.6916, loss_cls: 2.4891, loss: 2.4891, grad_norm: 1.9536 2020-07-25 07:42:04,096 - mmaction - INFO - Epoch [190][20/940] lr: 9.582e-02, eta: 14:10:03, time: 6.435, data_time: 5.741, memory: 9569, top1_acc: 0.4369, top5_acc: 0.6920, loss_cls: 2.4647, loss: 2.4647, grad_norm: 1.9491 2020-07-25 07:42:17,929 - mmaction - INFO - Epoch [190][40/940] lr: 9.582e-02, eta: 14:09:45, time: 0.692, data_time: 0.002, memory: 9569, top1_acc: 0.4559, top5_acc: 0.6943, loss_cls: 2.4101, loss: 2.4101, grad_norm: 1.9359 2020-07-25 07:42:30,757 - mmaction - INFO - Epoch [190][60/940] lr: 9.582e-02, eta: 14:09:26, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.4533, top5_acc: 0.6994, loss_cls: 2.3920, loss: 2.3920, grad_norm: 1.9327 2020-07-25 07:42:43,609 - mmaction - INFO - Epoch [190][80/940] lr: 9.582e-02, eta: 14:09:08, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4328, top5_acc: 0.6824, loss_cls: 2.5127, loss: 2.5127, grad_norm: 1.9634 2020-07-25 07:42:56,506 - mmaction - INFO - Epoch [190][100/940] lr: 9.582e-02, eta: 14:08:49, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4496, top5_acc: 0.6984, loss_cls: 2.4077, loss: 2.4077, grad_norm: 1.9462 2020-07-25 07:43:09,527 - mmaction - INFO - Epoch [190][120/940] lr: 9.582e-02, eta: 14:08:31, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.4451, top5_acc: 0.6889, loss_cls: 2.4351, loss: 2.4351, grad_norm: 1.9164 2020-07-25 07:43:22,567 - mmaction - INFO - Epoch [190][140/940] lr: 9.582e-02, eta: 14:08:12, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.4512, top5_acc: 0.6924, loss_cls: 2.4273, loss: 2.4273, grad_norm: 1.9749 2020-07-25 07:43:35,944 - mmaction - INFO - Epoch [190][160/940] lr: 9.582e-02, eta: 14:07:54, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.4600, top5_acc: 0.6922, loss_cls: 2.4016, loss: 2.4016, grad_norm: 1.9379 2020-07-25 07:43:49,193 - mmaction - INFO - Epoch [190][180/940] lr: 9.582e-02, eta: 14:07:36, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.4469, top5_acc: 0.6834, loss_cls: 2.4685, loss: 2.4685, grad_norm: 1.9464 2020-07-25 07:44:02,624 - mmaction - INFO - Epoch [190][200/940] lr: 9.582e-02, eta: 14:07:18, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.4498, top5_acc: 0.6922, loss_cls: 2.4137, loss: 2.4137, grad_norm: 1.9208 2020-07-25 07:44:15,548 - mmaction - INFO - Epoch [190][220/940] lr: 9.582e-02, eta: 14:07:00, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4561, top5_acc: 0.6951, loss_cls: 2.4193, loss: 2.4193, grad_norm: 1.9401 2020-07-25 07:44:28,477 - mmaction - INFO - Epoch [190][240/940] lr: 9.582e-02, eta: 14:06:41, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4477, top5_acc: 0.6953, loss_cls: 2.4505, loss: 2.4505, grad_norm: 1.9104 2020-07-25 07:44:41,357 - mmaction - INFO - Epoch [190][260/940] lr: 9.582e-02, eta: 14:06:23, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4437, top5_acc: 0.6873, loss_cls: 2.4678, loss: 2.4678, grad_norm: 1.9690 2020-07-25 07:44:54,275 - mmaction - INFO - Epoch [190][280/940] lr: 9.582e-02, eta: 14:06:04, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4518, top5_acc: 0.6953, loss_cls: 2.4046, loss: 2.4046, grad_norm: 1.9271 2020-07-25 07:45:07,261 - mmaction - INFO - Epoch [190][300/940] lr: 9.582e-02, eta: 14:05:46, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4416, top5_acc: 0.6855, loss_cls: 2.4719, loss: 2.4719, grad_norm: 1.9671 2020-07-25 07:45:20,169 - mmaction - INFO - Epoch [190][320/940] lr: 9.582e-02, eta: 14:05:27, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4361, top5_acc: 0.6820, loss_cls: 2.4491, loss: 2.4491, grad_norm: 1.8986 2020-07-25 07:45:34,118 - mmaction - INFO - Epoch [190][340/940] lr: 9.582e-02, eta: 14:05:10, time: 0.698, data_time: 0.001, memory: 9569, top1_acc: 0.4383, top5_acc: 0.6877, loss_cls: 2.4908, loss: 2.4908, grad_norm: 1.9523 2020-07-25 07:45:47,109 - mmaction - INFO - Epoch [190][360/940] lr: 9.582e-02, eta: 14:04:51, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4490, top5_acc: 0.6920, loss_cls: 2.4547, loss: 2.4547, grad_norm: 1.9457 2020-07-25 07:46:00,005 - mmaction - INFO - Epoch [190][380/940] lr: 9.582e-02, eta: 14:04:33, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4496, top5_acc: 0.6957, loss_cls: 2.4514, loss: 2.4514, grad_norm: 1.9330 2020-07-25 07:46:13,302 - mmaction - INFO - Epoch [190][400/940] lr: 9.582e-02, eta: 14:04:15, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.4582, top5_acc: 0.6898, loss_cls: 2.4123, loss: 2.4123, grad_norm: 1.9494 2020-07-25 07:46:26,284 - mmaction - INFO - Epoch [190][420/940] lr: 9.582e-02, eta: 14:03:56, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4398, top5_acc: 0.6918, loss_cls: 2.4935, loss: 2.4935, grad_norm: 1.9823 2020-07-25 07:46:39,217 - mmaction - INFO - Epoch [190][440/940] lr: 9.582e-02, eta: 14:03:38, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4545, top5_acc: 0.6908, loss_cls: 2.4500, loss: 2.4500, grad_norm: 1.9326 2020-07-25 07:46:52,177 - mmaction - INFO - Epoch [190][460/940] lr: 9.582e-02, eta: 14:03:19, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4486, top5_acc: 0.6994, loss_cls: 2.4264, loss: 2.4264, grad_norm: 1.9108 2020-07-25 07:47:05,119 - mmaction - INFO - Epoch [190][480/940] lr: 9.582e-02, eta: 14:03:01, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4512, top5_acc: 0.6910, loss_cls: 2.4297, loss: 2.4297, grad_norm: 1.9272 2020-07-25 07:47:18,030 - mmaction - INFO - Epoch [190][500/940] lr: 9.582e-02, eta: 14:02:43, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4625, top5_acc: 0.6939, loss_cls: 2.4000, loss: 2.4000, grad_norm: 1.8737 2020-07-25 07:47:30,891 - mmaction - INFO - Epoch [190][520/940] lr: 9.582e-02, eta: 14:02:24, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4494, top5_acc: 0.6895, loss_cls: 2.4357, loss: 2.4357, grad_norm: 1.9387 2020-07-25 07:47:43,797 - mmaction - INFO - Epoch [190][540/940] lr: 9.582e-02, eta: 14:02:06, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4408, top5_acc: 0.6936, loss_cls: 2.4553, loss: 2.4553, grad_norm: 2.0052 2020-07-25 07:47:56,846 - mmaction - INFO - Epoch [190][560/940] lr: 9.582e-02, eta: 14:01:47, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.4465, top5_acc: 0.6934, loss_cls: 2.4615, loss: 2.4615, grad_norm: 1.9722 2020-07-25 07:48:10,384 - mmaction - INFO - Epoch [190][580/940] lr: 9.582e-02, eta: 14:01:29, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.4555, top5_acc: 0.6973, loss_cls: 2.3807, loss: 2.3807, grad_norm: 1.9580 2020-07-25 07:48:23,285 - mmaction - INFO - Epoch [190][600/940] lr: 9.582e-02, eta: 14:01:11, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4369, top5_acc: 0.6814, loss_cls: 2.5011, loss: 2.5011, grad_norm: 1.9858 2020-07-25 07:48:36,898 - mmaction - INFO - Epoch [190][620/940] lr: 9.582e-02, eta: 14:00:53, time: 0.681, data_time: 0.002, memory: 9569, top1_acc: 0.4363, top5_acc: 0.6896, loss_cls: 2.4767, loss: 2.4767, grad_norm: 1.9765 2020-07-25 07:48:49,890 - mmaction - INFO - Epoch [190][640/940] lr: 9.582e-02, eta: 14:00:35, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4420, top5_acc: 0.6854, loss_cls: 2.4757, loss: 2.4757, grad_norm: 1.9481 2020-07-25 07:49:02,854 - mmaction - INFO - Epoch [190][660/940] lr: 9.582e-02, eta: 14:00:16, time: 0.649, data_time: 0.006, memory: 9569, top1_acc: 0.4451, top5_acc: 0.6814, loss_cls: 2.4903, loss: 2.4903, grad_norm: 1.9259 2020-07-25 07:49:16,293 - mmaction - INFO - Epoch [190][680/940] lr: 9.582e-02, eta: 13:59:58, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.4486, top5_acc: 0.6928, loss_cls: 2.4290, loss: 2.4290, grad_norm: 1.9086 2020-07-25 07:49:29,523 - mmaction - INFO - Epoch [190][700/940] lr: 9.582e-02, eta: 13:59:40, time: 0.661, data_time: 0.002, memory: 9569, top1_acc: 0.4514, top5_acc: 0.6895, loss_cls: 2.4682, loss: 2.4682, grad_norm: 1.9252 2020-07-25 07:49:42,827 - mmaction - INFO - Epoch [190][720/940] lr: 9.582e-02, eta: 13:59:22, time: 0.667, data_time: 0.003, memory: 9569, top1_acc: 0.4582, top5_acc: 0.6990, loss_cls: 2.4110, loss: 2.4110, grad_norm: 1.9634 2020-07-25 07:49:55,905 - mmaction - INFO - Epoch [190][740/940] lr: 9.582e-02, eta: 13:59:04, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.4451, top5_acc: 0.6914, loss_cls: 2.4481, loss: 2.4481, grad_norm: 1.9355 2020-07-25 07:50:09,321 - mmaction - INFO - Epoch [190][760/940] lr: 9.582e-02, eta: 13:58:46, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.4389, top5_acc: 0.6924, loss_cls: 2.4588, loss: 2.4588, grad_norm: 1.9527 2020-07-25 07:50:22,843 - mmaction - INFO - Epoch [190][780/940] lr: 9.582e-02, eta: 13:58:28, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.4432, top5_acc: 0.6740, loss_cls: 2.5110, loss: 2.5110, grad_norm: 1.9633 2020-07-25 07:50:35,743 - mmaction - INFO - Epoch [190][800/940] lr: 9.582e-02, eta: 13:58:09, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4592, top5_acc: 0.6967, loss_cls: 2.4168, loss: 2.4168, grad_norm: 1.9168 2020-07-25 07:50:49,152 - mmaction - INFO - Epoch [190][820/940] lr: 9.582e-02, eta: 13:57:51, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.4414, top5_acc: 0.6906, loss_cls: 2.4467, loss: 2.4467, grad_norm: 1.9345 2020-07-25 07:51:02,211 - mmaction - INFO - Epoch [190][840/940] lr: 9.582e-02, eta: 13:57:33, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.4580, top5_acc: 0.6887, loss_cls: 2.4391, loss: 2.4391, grad_norm: 1.9559 2020-07-25 07:51:15,111 - mmaction - INFO - Epoch [190][860/940] lr: 9.582e-02, eta: 13:57:15, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4391, top5_acc: 0.6797, loss_cls: 2.5110, loss: 2.5110, grad_norm: 1.9667 2020-07-25 07:51:28,055 - mmaction - INFO - Epoch [190][880/940] lr: 9.582e-02, eta: 13:56:56, time: 0.648, data_time: 0.005, memory: 9569, top1_acc: 0.4355, top5_acc: 0.6803, loss_cls: 2.5167, loss: 2.5167, grad_norm: 1.9613 2020-07-25 07:51:40,929 - mmaction - INFO - Epoch [190][900/940] lr: 9.582e-02, eta: 13:56:38, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4338, top5_acc: 0.6889, loss_cls: 2.4836, loss: 2.4836, grad_norm: 1.9450 2020-07-25 07:51:54,058 - mmaction - INFO - Epoch [190][920/940] lr: 9.582e-02, eta: 13:56:20, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.4430, top5_acc: 0.6898, loss_cls: 2.4411, loss: 2.4411, grad_norm: 1.9326 2020-07-25 07:52:06,208 - mmaction - INFO - Epoch [190][940/940] lr: 9.582e-02, eta: 13:56:01, time: 0.608, data_time: 0.002, memory: 9569, top1_acc: 0.4383, top5_acc: 0.6881, loss_cls: 2.4537, loss: 2.4537, grad_norm: 1.9561 2020-07-25 07:54:29,210 - mmaction - INFO - Epoch [191][20/940] lr: 9.314e-02, eta: 13:57:07, time: 6.916, data_time: 6.216, memory: 9569, top1_acc: 0.4436, top5_acc: 0.6893, loss_cls: 2.4215, loss: 2.4215, grad_norm: 1.9263 2020-07-25 07:54:42,487 - mmaction - INFO - Epoch [191][40/940] lr: 9.314e-02, eta: 13:56:49, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.4666, top5_acc: 0.7082, loss_cls: 2.3384, loss: 2.3384, grad_norm: 1.9491 2020-07-25 07:54:55,709 - mmaction - INFO - Epoch [191][60/940] lr: 9.314e-02, eta: 13:56:31, time: 0.661, data_time: 0.001, memory: 9569, top1_acc: 0.4479, top5_acc: 0.6939, loss_cls: 2.4324, loss: 2.4324, grad_norm: 1.9866 2020-07-25 07:55:08,543 - mmaction - INFO - Epoch [191][80/940] lr: 9.314e-02, eta: 13:56:12, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.4643, top5_acc: 0.6996, loss_cls: 2.4107, loss: 2.4107, grad_norm: 1.9522 2020-07-25 07:55:21,848 - mmaction - INFO - Epoch [191][100/940] lr: 9.314e-02, eta: 13:55:54, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.4662, top5_acc: 0.7041, loss_cls: 2.3718, loss: 2.3718, grad_norm: 1.9493 2020-07-25 07:55:34,722 - mmaction - INFO - Epoch [191][120/940] lr: 9.314e-02, eta: 13:55:36, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4520, top5_acc: 0.6928, loss_cls: 2.4386, loss: 2.4386, grad_norm: 1.9511 2020-07-25 07:55:47,793 - mmaction - INFO - Epoch [191][140/940] lr: 9.314e-02, eta: 13:55:17, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.4557, top5_acc: 0.7049, loss_cls: 2.4035, loss: 2.4035, grad_norm: 1.9345 2020-07-25 07:56:00,641 - mmaction - INFO - Epoch [191][160/940] lr: 9.314e-02, eta: 13:54:59, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.4467, top5_acc: 0.6994, loss_cls: 2.3962, loss: 2.3962, grad_norm: 1.9328 2020-07-25 07:56:13,779 - mmaction - INFO - Epoch [191][180/940] lr: 9.314e-02, eta: 13:54:41, time: 0.657, data_time: 0.001, memory: 9569, top1_acc: 0.4629, top5_acc: 0.7027, loss_cls: 2.3819, loss: 2.3819, grad_norm: 1.9372 2020-07-25 07:56:27,770 - mmaction - INFO - Epoch [191][200/940] lr: 9.314e-02, eta: 13:54:23, time: 0.698, data_time: 0.001, memory: 9569, top1_acc: 0.4559, top5_acc: 0.7074, loss_cls: 2.3738, loss: 2.3738, grad_norm: 1.9532 2020-07-25 07:56:40,735 - mmaction - INFO - Epoch [191][220/940] lr: 9.314e-02, eta: 13:54:05, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4623, top5_acc: 0.6900, loss_cls: 2.4434, loss: 2.4434, grad_norm: 1.9729 2020-07-25 07:56:54,458 - mmaction - INFO - Epoch [191][240/940] lr: 9.314e-02, eta: 13:53:47, time: 0.686, data_time: 0.001, memory: 9569, top1_acc: 0.4439, top5_acc: 0.6902, loss_cls: 2.4238, loss: 2.4238, grad_norm: 1.9671 2020-07-25 07:57:07,485 - mmaction - INFO - Epoch [191][260/940] lr: 9.314e-02, eta: 13:53:28, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.4465, top5_acc: 0.6822, loss_cls: 2.4633, loss: 2.4633, grad_norm: 1.9576 2020-07-25 07:57:20,437 - mmaction - INFO - Epoch [191][280/940] lr: 9.314e-02, eta: 13:53:10, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4365, top5_acc: 0.6803, loss_cls: 2.5007, loss: 2.5007, grad_norm: 1.9564 2020-07-25 07:57:34,106 - mmaction - INFO - Epoch [191][300/940] lr: 9.314e-02, eta: 13:52:52, time: 0.683, data_time: 0.001, memory: 9569, top1_acc: 0.4451, top5_acc: 0.6846, loss_cls: 2.4640, loss: 2.4640, grad_norm: 1.9693 2020-07-25 07:57:47,015 - mmaction - INFO - Epoch [191][320/940] lr: 9.314e-02, eta: 13:52:34, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4410, top5_acc: 0.6885, loss_cls: 2.4589, loss: 2.4589, grad_norm: 1.9607 2020-07-25 07:57:59,979 - mmaction - INFO - Epoch [191][340/940] lr: 9.314e-02, eta: 13:52:15, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4568, top5_acc: 0.6930, loss_cls: 2.4061, loss: 2.4061, grad_norm: 1.9249 2020-07-25 07:58:12,859 - mmaction - INFO - Epoch [191][360/940] lr: 9.314e-02, eta: 13:51:57, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4490, top5_acc: 0.6992, loss_cls: 2.4246, loss: 2.4246, grad_norm: 1.9740 2020-07-25 07:58:25,882 - mmaction - INFO - Epoch [191][380/940] lr: 9.314e-02, eta: 13:51:39, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.4566, top5_acc: 0.7012, loss_cls: 2.4135, loss: 2.4135, grad_norm: 1.9774 2020-07-25 07:58:38,765 - mmaction - INFO - Epoch [191][400/940] lr: 9.314e-02, eta: 13:51:20, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4561, top5_acc: 0.6973, loss_cls: 2.4155, loss: 2.4155, grad_norm: 1.9442 2020-07-25 07:58:52,483 - mmaction - INFO - Epoch [191][420/940] lr: 9.314e-02, eta: 13:51:03, time: 0.685, data_time: 0.001, memory: 9569, top1_acc: 0.4619, top5_acc: 0.6979, loss_cls: 2.3880, loss: 2.3880, grad_norm: 1.9664 2020-07-25 07:59:05,749 - mmaction - INFO - Epoch [191][440/940] lr: 9.314e-02, eta: 13:50:44, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.4494, top5_acc: 0.6932, loss_cls: 2.4543, loss: 2.4543, grad_norm: 1.9761 2020-07-25 07:59:18,641 - mmaction - INFO - Epoch [191][460/940] lr: 9.314e-02, eta: 13:50:26, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4385, top5_acc: 0.6814, loss_cls: 2.4613, loss: 2.4613, grad_norm: 1.9511 2020-07-25 07:59:31,659 - mmaction - INFO - Epoch [191][480/940] lr: 9.314e-02, eta: 13:50:08, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.4549, top5_acc: 0.7010, loss_cls: 2.4133, loss: 2.4133, grad_norm: 1.9601 2020-07-25 07:59:44,554 - mmaction - INFO - Epoch [191][500/940] lr: 9.314e-02, eta: 13:49:49, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4459, top5_acc: 0.6898, loss_cls: 2.4280, loss: 2.4280, grad_norm: 1.9622 2020-07-25 07:59:57,411 - mmaction - INFO - Epoch [191][520/940] lr: 9.314e-02, eta: 13:49:31, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4523, top5_acc: 0.6937, loss_cls: 2.4455, loss: 2.4455, grad_norm: 1.9493 2020-07-25 08:00:15,733 - mmaction - INFO - Epoch [191][540/940] lr: 9.314e-02, eta: 13:49:16, time: 0.914, data_time: 0.002, memory: 9569, top1_acc: 0.4441, top5_acc: 0.6787, loss_cls: 2.4759, loss: 2.4759, grad_norm: 1.9585 2020-07-25 08:00:29,069 - mmaction - INFO - Epoch [191][560/940] lr: 9.314e-02, eta: 13:48:58, time: 0.669, data_time: 0.009, memory: 9569, top1_acc: 0.4453, top5_acc: 0.6830, loss_cls: 2.4557, loss: 2.4557, grad_norm: 2.0036 2020-07-25 08:00:42,822 - mmaction - INFO - Epoch [191][580/940] lr: 9.314e-02, eta: 13:48:40, time: 0.687, data_time: 0.001, memory: 9569, top1_acc: 0.4396, top5_acc: 0.6855, loss_cls: 2.4636, loss: 2.4636, grad_norm: 1.9641 2020-07-25 08:00:55,735 - mmaction - INFO - Epoch [191][600/940] lr: 9.314e-02, eta: 13:48:22, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4461, top5_acc: 0.6883, loss_cls: 2.4714, loss: 2.4714, grad_norm: 1.9771 2020-07-25 08:01:08,968 - mmaction - INFO - Epoch [191][620/940] lr: 9.314e-02, eta: 13:48:04, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.4533, top5_acc: 0.6971, loss_cls: 2.4160, loss: 2.4160, grad_norm: 1.9621 2020-07-25 08:01:21,905 - mmaction - INFO - Epoch [191][640/940] lr: 9.314e-02, eta: 13:47:46, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4459, top5_acc: 0.6906, loss_cls: 2.4730, loss: 2.4730, grad_norm: 1.9747 2020-07-25 08:01:34,840 - mmaction - INFO - Epoch [191][660/940] lr: 9.314e-02, eta: 13:47:27, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4516, top5_acc: 0.6975, loss_cls: 2.4208, loss: 2.4208, grad_norm: 1.9615 2020-07-25 08:01:47,730 - mmaction - INFO - Epoch [191][680/940] lr: 9.314e-02, eta: 13:47:09, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4490, top5_acc: 0.6926, loss_cls: 2.4590, loss: 2.4590, grad_norm: 1.9516 2020-07-25 08:02:00,684 - mmaction - INFO - Epoch [191][700/940] lr: 9.314e-02, eta: 13:46:51, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4502, top5_acc: 0.6963, loss_cls: 2.4012, loss: 2.4012, grad_norm: 1.9499 2020-07-25 08:02:13,651 - mmaction - INFO - Epoch [191][720/940] lr: 9.314e-02, eta: 13:46:32, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4498, top5_acc: 0.6918, loss_cls: 2.4224, loss: 2.4224, grad_norm: 1.9571 2020-07-25 08:02:26,578 - mmaction - INFO - Epoch [191][740/940] lr: 9.314e-02, eta: 13:46:14, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4422, top5_acc: 0.6848, loss_cls: 2.4744, loss: 2.4744, grad_norm: 1.9877 2020-07-25 08:02:39,983 - mmaction - INFO - Epoch [191][760/940] lr: 9.314e-02, eta: 13:45:56, time: 0.671, data_time: 0.003, memory: 9569, top1_acc: 0.4457, top5_acc: 0.6889, loss_cls: 2.4513, loss: 2.4513, grad_norm: 1.9755 2020-07-25 08:02:52,904 - mmaction - INFO - Epoch [191][780/940] lr: 9.314e-02, eta: 13:45:38, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4441, top5_acc: 0.6887, loss_cls: 2.4855, loss: 2.4855, grad_norm: 1.9958 2020-07-25 08:03:06,201 - mmaction - INFO - Epoch [191][800/940] lr: 9.314e-02, eta: 13:45:20, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.4377, top5_acc: 0.6883, loss_cls: 2.4797, loss: 2.4797, grad_norm: 1.9927 2020-07-25 08:03:19,077 - mmaction - INFO - Epoch [191][820/940] lr: 9.314e-02, eta: 13:45:01, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4475, top5_acc: 0.6969, loss_cls: 2.4403, loss: 2.4403, grad_norm: 1.9580 2020-07-25 08:03:32,831 - mmaction - INFO - Epoch [191][840/940] lr: 9.314e-02, eta: 13:44:43, time: 0.688, data_time: 0.002, memory: 9569, top1_acc: 0.4475, top5_acc: 0.6875, loss_cls: 2.4767, loss: 2.4767, grad_norm: 1.9177 2020-07-25 08:03:46,238 - mmaction - INFO - Epoch [191][860/940] lr: 9.314e-02, eta: 13:44:25, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.4529, top5_acc: 0.6885, loss_cls: 2.4592, loss: 2.4592, grad_norm: 1.9543 2020-07-25 08:03:59,554 - mmaction - INFO - Epoch [191][880/940] lr: 9.314e-02, eta: 13:44:07, time: 0.665, data_time: 0.003, memory: 9569, top1_acc: 0.4574, top5_acc: 0.6992, loss_cls: 2.3778, loss: 2.3778, grad_norm: 1.9487 2020-07-25 08:04:12,522 - mmaction - INFO - Epoch [191][900/940] lr: 9.314e-02, eta: 13:43:49, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4484, top5_acc: 0.6809, loss_cls: 2.4687, loss: 2.4687, grad_norm: 1.9732 2020-07-25 08:04:25,891 - mmaction - INFO - Epoch [191][920/940] lr: 9.314e-02, eta: 13:43:31, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.4549, top5_acc: 0.6949, loss_cls: 2.4228, loss: 2.4228, grad_norm: 1.9689 2020-07-25 08:04:38,034 - mmaction - INFO - Epoch [191][940/940] lr: 9.314e-02, eta: 13:43:12, time: 0.608, data_time: 0.002, memory: 9569, top1_acc: 0.4379, top5_acc: 0.6942, loss_cls: 2.4692, loss: 2.4692, grad_norm: 2.0139 2020-07-25 08:07:38,037 - mmaction - INFO - Epoch [192][20/940] lr: 9.049e-02, eta: 13:44:38, time: 8.551, data_time: 7.757, memory: 9569, top1_acc: 0.4527, top5_acc: 0.7014, loss_cls: 2.4097, loss: 2.4097, grad_norm: 1.9761 2020-07-25 08:07:51,241 - mmaction - INFO - Epoch [192][40/940] lr: 9.049e-02, eta: 13:44:20, time: 0.660, data_time: 0.002, memory: 9569, top1_acc: 0.4490, top5_acc: 0.6979, loss_cls: 2.4128, loss: 2.4128, grad_norm: 1.9507 2020-07-25 08:08:04,290 - mmaction - INFO - Epoch [192][60/940] lr: 9.049e-02, eta: 13:44:01, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.4477, top5_acc: 0.6891, loss_cls: 2.4320, loss: 2.4320, grad_norm: 1.9323 2020-07-25 08:08:17,726 - mmaction - INFO - Epoch [192][80/940] lr: 9.049e-02, eta: 13:43:43, time: 0.671, data_time: 0.009, memory: 9569, top1_acc: 0.4549, top5_acc: 0.6963, loss_cls: 2.4064, loss: 2.4064, grad_norm: 1.9491 2020-07-25 08:08:31,292 - mmaction - INFO - Epoch [192][100/940] lr: 9.049e-02, eta: 13:43:25, time: 0.679, data_time: 0.015, memory: 9569, top1_acc: 0.4523, top5_acc: 0.6916, loss_cls: 2.4315, loss: 2.4315, grad_norm: 1.9720 2020-07-25 08:08:45,084 - mmaction - INFO - Epoch [192][120/940] lr: 9.049e-02, eta: 13:43:08, time: 0.688, data_time: 0.008, memory: 9569, top1_acc: 0.4512, top5_acc: 0.6975, loss_cls: 2.4195, loss: 2.4195, grad_norm: 1.9742 2020-07-25 08:08:58,563 - mmaction - INFO - Epoch [192][140/940] lr: 9.049e-02, eta: 13:42:50, time: 0.674, data_time: 0.019, memory: 9569, top1_acc: 0.4559, top5_acc: 0.7016, loss_cls: 2.3739, loss: 2.3739, grad_norm: 1.9412 2020-07-25 08:09:12,621 - mmaction - INFO - Epoch [192][160/940] lr: 9.049e-02, eta: 13:42:32, time: 0.704, data_time: 0.012, memory: 9569, top1_acc: 0.4674, top5_acc: 0.6998, loss_cls: 2.3736, loss: 2.3736, grad_norm: 1.9868 2020-07-25 08:09:26,301 - mmaction - INFO - Epoch [192][180/940] lr: 9.049e-02, eta: 13:42:14, time: 0.684, data_time: 0.001, memory: 9569, top1_acc: 0.4557, top5_acc: 0.6996, loss_cls: 2.3862, loss: 2.3862, grad_norm: 2.0182 2020-07-25 08:09:39,309 - mmaction - INFO - Epoch [192][200/940] lr: 9.049e-02, eta: 13:41:56, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4545, top5_acc: 0.7012, loss_cls: 2.4218, loss: 2.4218, grad_norm: 1.9587 2020-07-25 08:09:52,686 - mmaction - INFO - Epoch [192][220/940] lr: 9.049e-02, eta: 13:41:38, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.4607, top5_acc: 0.6971, loss_cls: 2.3841, loss: 2.3841, grad_norm: 1.9775 2020-07-25 08:10:05,762 - mmaction - INFO - Epoch [192][240/940] lr: 9.049e-02, eta: 13:41:20, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.4602, top5_acc: 0.6920, loss_cls: 2.4268, loss: 2.4268, grad_norm: 1.9726 2020-07-25 08:10:18,661 - mmaction - INFO - Epoch [192][260/940] lr: 9.049e-02, eta: 13:41:01, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4557, top5_acc: 0.7021, loss_cls: 2.3815, loss: 2.3815, grad_norm: 1.9573 2020-07-25 08:10:31,947 - mmaction - INFO - Epoch [192][280/940] lr: 9.049e-02, eta: 13:40:43, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.4516, top5_acc: 0.6992, loss_cls: 2.4105, loss: 2.4105, grad_norm: 1.9977 2020-07-25 08:10:44,910 - mmaction - INFO - Epoch [192][300/940] lr: 9.049e-02, eta: 13:40:25, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4580, top5_acc: 0.6949, loss_cls: 2.4257, loss: 2.4257, grad_norm: 1.9521 2020-07-25 08:10:57,809 - mmaction - INFO - Epoch [192][320/940] lr: 9.049e-02, eta: 13:40:07, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4422, top5_acc: 0.6879, loss_cls: 2.4565, loss: 2.4565, grad_norm: 1.9785 2020-07-25 08:11:11,106 - mmaction - INFO - Epoch [192][340/940] lr: 9.049e-02, eta: 13:39:49, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.4615, top5_acc: 0.7072, loss_cls: 2.3795, loss: 2.3795, grad_norm: 1.9896 2020-07-25 08:11:24,114 - mmaction - INFO - Epoch [192][360/940] lr: 9.049e-02, eta: 13:39:30, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4486, top5_acc: 0.6982, loss_cls: 2.4332, loss: 2.4332, grad_norm: 1.9843 2020-07-25 08:11:37,504 - mmaction - INFO - Epoch [192][380/940] lr: 9.049e-02, eta: 13:39:12, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.4525, top5_acc: 0.6988, loss_cls: 2.4181, loss: 2.4181, grad_norm: 1.9693 2020-07-25 08:11:50,428 - mmaction - INFO - Epoch [192][400/940] lr: 9.049e-02, eta: 13:38:54, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4424, top5_acc: 0.6875, loss_cls: 2.4539, loss: 2.4539, grad_norm: 1.9916 2020-07-25 08:12:03,605 - mmaction - INFO - Epoch [192][420/940] lr: 9.049e-02, eta: 13:38:36, time: 0.658, data_time: 0.011, memory: 9569, top1_acc: 0.4564, top5_acc: 0.6914, loss_cls: 2.4199, loss: 2.4199, grad_norm: 1.9604 2020-07-25 08:12:16,668 - mmaction - INFO - Epoch [192][440/940] lr: 9.049e-02, eta: 13:38:18, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.4451, top5_acc: 0.6988, loss_cls: 2.4049, loss: 2.4049, grad_norm: 2.0102 2020-07-25 08:12:29,763 - mmaction - INFO - Epoch [192][460/940] lr: 9.049e-02, eta: 13:37:59, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.4535, top5_acc: 0.6943, loss_cls: 2.4047, loss: 2.4047, grad_norm: 2.0094 2020-07-25 08:12:43,165 - mmaction - INFO - Epoch [192][480/940] lr: 9.049e-02, eta: 13:37:41, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.4545, top5_acc: 0.7027, loss_cls: 2.3651, loss: 2.3651, grad_norm: 1.9561 2020-07-25 08:12:56,190 - mmaction - INFO - Epoch [192][500/940] lr: 9.049e-02, eta: 13:37:23, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.4486, top5_acc: 0.6832, loss_cls: 2.4660, loss: 2.4660, grad_norm: 2.0264 2020-07-25 08:13:09,611 - mmaction - INFO - Epoch [192][520/940] lr: 9.049e-02, eta: 13:37:05, time: 0.671, data_time: 0.003, memory: 9569, top1_acc: 0.4508, top5_acc: 0.6971, loss_cls: 2.4401, loss: 2.4401, grad_norm: 1.9963 2020-07-25 08:13:22,998 - mmaction - INFO - Epoch [192][540/940] lr: 9.049e-02, eta: 13:36:47, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.4498, top5_acc: 0.6979, loss_cls: 2.4144, loss: 2.4144, grad_norm: 1.9674 2020-07-25 08:13:35,890 - mmaction - INFO - Epoch [192][560/940] lr: 9.049e-02, eta: 13:36:29, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4570, top5_acc: 0.6902, loss_cls: 2.4260, loss: 2.4260, grad_norm: 1.9650 2020-07-25 08:13:48,792 - mmaction - INFO - Epoch [192][580/940] lr: 9.049e-02, eta: 13:36:11, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4416, top5_acc: 0.6916, loss_cls: 2.4454, loss: 2.4454, grad_norm: 2.0540 2020-07-25 08:14:01,699 - mmaction - INFO - Epoch [192][600/940] lr: 9.049e-02, eta: 13:35:52, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4629, top5_acc: 0.7043, loss_cls: 2.3798, loss: 2.3798, grad_norm: 1.9976 2020-07-25 08:14:14,750 - mmaction - INFO - Epoch [192][620/940] lr: 9.049e-02, eta: 13:35:34, time: 0.654, data_time: 0.003, memory: 9569, top1_acc: 0.4496, top5_acc: 0.6916, loss_cls: 2.4179, loss: 2.4179, grad_norm: 1.9872 2020-07-25 08:14:27,885 - mmaction - INFO - Epoch [192][640/940] lr: 9.049e-02, eta: 13:35:16, time: 0.657, data_time: 0.001, memory: 9569, top1_acc: 0.4492, top5_acc: 0.6875, loss_cls: 2.4474, loss: 2.4474, grad_norm: 1.9706 2020-07-25 08:14:40,784 - mmaction - INFO - Epoch [192][660/940] lr: 9.049e-02, eta: 13:34:58, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4516, top5_acc: 0.6934, loss_cls: 2.4377, loss: 2.4377, grad_norm: 1.9616 2020-07-25 08:14:53,990 - mmaction - INFO - Epoch [192][680/940] lr: 9.049e-02, eta: 13:34:40, time: 0.660, data_time: 0.001, memory: 9569, top1_acc: 0.4488, top5_acc: 0.7008, loss_cls: 2.4110, loss: 2.4110, grad_norm: 1.9617 2020-07-25 08:15:06,914 - mmaction - INFO - Epoch [192][700/940] lr: 9.049e-02, eta: 13:34:21, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4693, top5_acc: 0.7072, loss_cls: 2.3670, loss: 2.3670, grad_norm: 1.9344 2020-07-25 08:15:19,857 - mmaction - INFO - Epoch [192][720/940] lr: 9.049e-02, eta: 13:34:03, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4574, top5_acc: 0.6902, loss_cls: 2.4312, loss: 2.4312, grad_norm: 1.9578 2020-07-25 08:15:32,839 - mmaction - INFO - Epoch [192][740/940] lr: 9.049e-02, eta: 13:33:45, time: 0.650, data_time: 0.004, memory: 9569, top1_acc: 0.4437, top5_acc: 0.6963, loss_cls: 2.4328, loss: 2.4328, grad_norm: 1.9991 2020-07-25 08:15:45,773 - mmaction - INFO - Epoch [192][760/940] lr: 9.049e-02, eta: 13:33:27, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4609, top5_acc: 0.7049, loss_cls: 2.3956, loss: 2.3956, grad_norm: 1.9963 2020-07-25 08:15:58,722 - mmaction - INFO - Epoch [192][780/940] lr: 9.049e-02, eta: 13:33:08, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4424, top5_acc: 0.6932, loss_cls: 2.4831, loss: 2.4831, grad_norm: 2.0295 2020-07-25 08:16:12,096 - mmaction - INFO - Epoch [192][800/940] lr: 9.049e-02, eta: 13:32:50, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.4541, top5_acc: 0.6979, loss_cls: 2.4232, loss: 2.4232, grad_norm: 1.9688 2020-07-25 08:16:24,996 - mmaction - INFO - Epoch [192][820/940] lr: 9.049e-02, eta: 13:32:32, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4559, top5_acc: 0.7002, loss_cls: 2.4197, loss: 2.4197, grad_norm: 1.9904 2020-07-25 08:16:37,916 - mmaction - INFO - Epoch [192][840/940] lr: 9.049e-02, eta: 13:32:14, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4363, top5_acc: 0.6934, loss_cls: 2.4585, loss: 2.4585, grad_norm: 1.9778 2020-07-25 08:16:50,841 - mmaction - INFO - Epoch [192][860/940] lr: 9.049e-02, eta: 13:31:55, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4441, top5_acc: 0.6924, loss_cls: 2.4441, loss: 2.4441, grad_norm: 2.0028 2020-07-25 08:17:03,806 - mmaction - INFO - Epoch [192][880/940] lr: 9.049e-02, eta: 13:31:37, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4459, top5_acc: 0.6916, loss_cls: 2.4536, loss: 2.4536, grad_norm: 2.0012 2020-07-25 08:17:16,832 - mmaction - INFO - Epoch [192][900/940] lr: 9.049e-02, eta: 13:31:19, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.4553, top5_acc: 0.7021, loss_cls: 2.4107, loss: 2.4107, grad_norm: 1.9762 2020-07-25 08:17:30,169 - mmaction - INFO - Epoch [192][920/940] lr: 9.049e-02, eta: 13:31:01, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.4297, top5_acc: 0.6754, loss_cls: 2.5054, loss: 2.5054, grad_norm: 2.0138 2020-07-25 08:17:42,342 - mmaction - INFO - Epoch [192][940/940] lr: 9.049e-02, eta: 13:30:42, time: 0.609, data_time: 0.001, memory: 9569, top1_acc: 0.4578, top5_acc: 0.7007, loss_cls: 2.4247, loss: 2.4247, grad_norm: 2.0061 2020-07-25 08:17:47,330 - mmaction - INFO - Saving checkpoint at 192 epochs 2020-07-25 08:20:19,573 - mmaction - INFO - Epoch [193][20/940] lr: 8.787e-02, eta: 13:31:53, time: 7.560, data_time: 6.727, memory: 9569, top1_acc: 0.4570, top5_acc: 0.6992, loss_cls: 2.4078, loss: 2.4078, grad_norm: 1.9875 2020-07-25 08:20:32,455 - mmaction - INFO - Epoch [193][40/940] lr: 8.787e-02, eta: 13:31:34, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4574, top5_acc: 0.7041, loss_cls: 2.3786, loss: 2.3786, grad_norm: 1.9943 2020-07-25 08:20:45,361 - mmaction - INFO - Epoch [193][60/940] lr: 8.787e-02, eta: 13:31:16, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4553, top5_acc: 0.7014, loss_cls: 2.3888, loss: 2.3888, grad_norm: 2.0116 2020-07-25 08:20:58,300 - mmaction - INFO - Epoch [193][80/940] lr: 8.787e-02, eta: 13:30:58, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4615, top5_acc: 0.6967, loss_cls: 2.3830, loss: 2.3830, grad_norm: 2.0096 2020-07-25 08:21:11,598 - mmaction - INFO - Epoch [193][100/940] lr: 8.787e-02, eta: 13:30:40, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.4645, top5_acc: 0.7000, loss_cls: 2.3730, loss: 2.3730, grad_norm: 1.9836 2020-07-25 08:21:24,525 - mmaction - INFO - Epoch [193][120/940] lr: 8.787e-02, eta: 13:30:21, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4646, top5_acc: 0.7037, loss_cls: 2.3835, loss: 2.3835, grad_norm: 1.9888 2020-07-25 08:21:37,366 - mmaction - INFO - Epoch [193][140/940] lr: 8.787e-02, eta: 13:30:03, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4488, top5_acc: 0.6902, loss_cls: 2.4559, loss: 2.4559, grad_norm: 2.0085 2020-07-25 08:21:50,274 - mmaction - INFO - Epoch [193][160/940] lr: 8.787e-02, eta: 13:29:45, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4598, top5_acc: 0.7055, loss_cls: 2.3981, loss: 2.3981, grad_norm: 2.0042 2020-07-25 08:22:03,148 - mmaction - INFO - Epoch [193][180/940] lr: 8.787e-02, eta: 13:29:26, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4566, top5_acc: 0.7010, loss_cls: 2.4052, loss: 2.4052, grad_norm: 1.9931 2020-07-25 08:22:16,149 - mmaction - INFO - Epoch [193][200/940] lr: 8.787e-02, eta: 13:29:08, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4535, top5_acc: 0.6980, loss_cls: 2.3982, loss: 2.3982, grad_norm: 1.9956 2020-07-25 08:22:29,085 - mmaction - INFO - Epoch [193][220/940] lr: 8.787e-02, eta: 13:28:50, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4541, top5_acc: 0.6934, loss_cls: 2.4356, loss: 2.4356, grad_norm: 1.9860 2020-07-25 08:22:42,507 - mmaction - INFO - Epoch [193][240/940] lr: 8.787e-02, eta: 13:28:32, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.4510, top5_acc: 0.7014, loss_cls: 2.4211, loss: 2.4211, grad_norm: 2.0004 2020-07-25 08:22:55,401 - mmaction - INFO - Epoch [193][260/940] lr: 8.787e-02, eta: 13:28:14, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4598, top5_acc: 0.7107, loss_cls: 2.3741, loss: 2.3741, grad_norm: 2.0024 2020-07-25 08:23:08,679 - mmaction - INFO - Epoch [193][280/940] lr: 8.787e-02, eta: 13:27:56, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.4508, top5_acc: 0.6953, loss_cls: 2.4187, loss: 2.4187, grad_norm: 1.9854 2020-07-25 08:23:21,603 - mmaction - INFO - Epoch [193][300/940] lr: 8.787e-02, eta: 13:27:37, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4621, top5_acc: 0.7047, loss_cls: 2.3694, loss: 2.3694, grad_norm: 1.9930 2020-07-25 08:23:34,515 - mmaction - INFO - Epoch [193][320/940] lr: 8.787e-02, eta: 13:27:19, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4557, top5_acc: 0.6955, loss_cls: 2.4165, loss: 2.4165, grad_norm: 1.9949 2020-07-25 08:23:47,516 - mmaction - INFO - Epoch [193][340/940] lr: 8.787e-02, eta: 13:27:01, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4611, top5_acc: 0.6965, loss_cls: 2.4145, loss: 2.4145, grad_norm: 2.0289 2020-07-25 08:24:00,389 - mmaction - INFO - Epoch [193][360/940] lr: 8.787e-02, eta: 13:26:43, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4484, top5_acc: 0.6963, loss_cls: 2.4062, loss: 2.4062, grad_norm: 2.0183 2020-07-25 08:24:13,368 - mmaction - INFO - Epoch [193][380/940] lr: 8.787e-02, eta: 13:26:24, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4525, top5_acc: 0.6937, loss_cls: 2.4088, loss: 2.4088, grad_norm: 2.0245 2020-07-25 08:24:26,567 - mmaction - INFO - Epoch [193][400/940] lr: 8.787e-02, eta: 13:26:06, time: 0.659, data_time: 0.001, memory: 9569, top1_acc: 0.4588, top5_acc: 0.7090, loss_cls: 2.3675, loss: 2.3675, grad_norm: 1.9674 2020-07-25 08:24:39,517 - mmaction - INFO - Epoch [193][420/940] lr: 8.787e-02, eta: 13:25:48, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4479, top5_acc: 0.6869, loss_cls: 2.4072, loss: 2.4072, grad_norm: 1.9705 2020-07-25 08:24:52,808 - mmaction - INFO - Epoch [193][440/940] lr: 8.787e-02, eta: 13:25:30, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.4555, top5_acc: 0.6906, loss_cls: 2.4453, loss: 2.4453, grad_norm: 2.0033 2020-07-25 08:25:06,133 - mmaction - INFO - Epoch [193][460/940] lr: 8.787e-02, eta: 13:25:12, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.4514, top5_acc: 0.6977, loss_cls: 2.4186, loss: 2.4186, grad_norm: 1.9414 2020-07-25 08:25:19,347 - mmaction - INFO - Epoch [193][480/940] lr: 8.787e-02, eta: 13:24:54, time: 0.661, data_time: 0.002, memory: 9569, top1_acc: 0.4521, top5_acc: 0.6914, loss_cls: 2.4224, loss: 2.4224, grad_norm: 2.0036 2020-07-25 08:25:32,359 - mmaction - INFO - Epoch [193][500/940] lr: 8.787e-02, eta: 13:24:36, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.4646, top5_acc: 0.7012, loss_cls: 2.3852, loss: 2.3852, grad_norm: 1.9835 2020-07-25 08:25:45,389 - mmaction - INFO - Epoch [193][520/940] lr: 8.787e-02, eta: 13:24:18, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.4480, top5_acc: 0.6926, loss_cls: 2.4116, loss: 2.4116, grad_norm: 2.0111 2020-07-25 08:25:58,602 - mmaction - INFO - Epoch [193][540/940] lr: 8.787e-02, eta: 13:24:00, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.4553, top5_acc: 0.7016, loss_cls: 2.3988, loss: 2.3988, grad_norm: 2.0306 2020-07-25 08:26:11,705 - mmaction - INFO - Epoch [193][560/940] lr: 8.787e-02, eta: 13:23:41, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.4582, top5_acc: 0.7098, loss_cls: 2.3661, loss: 2.3661, grad_norm: 2.0501 2020-07-25 08:26:24,657 - mmaction - INFO - Epoch [193][580/940] lr: 8.787e-02, eta: 13:23:23, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4537, top5_acc: 0.7033, loss_cls: 2.3814, loss: 2.3814, grad_norm: 2.0466 2020-07-25 08:26:37,748 - mmaction - INFO - Epoch [193][600/940] lr: 8.787e-02, eta: 13:23:05, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.4484, top5_acc: 0.6891, loss_cls: 2.4704, loss: 2.4704, grad_norm: 2.0380 2020-07-25 08:26:50,688 - mmaction - INFO - Epoch [193][620/940] lr: 8.787e-02, eta: 13:22:47, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4527, top5_acc: 0.6801, loss_cls: 2.4794, loss: 2.4794, grad_norm: 2.0367 2020-07-25 08:27:04,051 - mmaction - INFO - Epoch [193][640/940] lr: 8.787e-02, eta: 13:22:29, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.4572, top5_acc: 0.6963, loss_cls: 2.3989, loss: 2.3989, grad_norm: 1.9557 2020-07-25 08:27:17,454 - mmaction - INFO - Epoch [193][660/940] lr: 8.787e-02, eta: 13:22:11, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.4645, top5_acc: 0.7043, loss_cls: 2.3680, loss: 2.3680, grad_norm: 2.0068 2020-07-25 08:27:30,322 - mmaction - INFO - Epoch [193][680/940] lr: 8.787e-02, eta: 13:21:53, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4482, top5_acc: 0.6896, loss_cls: 2.4302, loss: 2.4302, grad_norm: 1.9998 2020-07-25 08:27:43,285 - mmaction - INFO - Epoch [193][700/940] lr: 8.787e-02, eta: 13:21:35, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4381, top5_acc: 0.6818, loss_cls: 2.4791, loss: 2.4791, grad_norm: 2.0256 2020-07-25 08:27:56,191 - mmaction - INFO - Epoch [193][720/940] lr: 8.787e-02, eta: 13:21:16, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4518, top5_acc: 0.7020, loss_cls: 2.3841, loss: 2.3841, grad_norm: 1.9980 2020-07-25 08:28:09,166 - mmaction - INFO - Epoch [193][740/940] lr: 8.787e-02, eta: 13:20:58, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4549, top5_acc: 0.7010, loss_cls: 2.3794, loss: 2.3794, grad_norm: 2.0299 2020-07-25 08:28:22,633 - mmaction - INFO - Epoch [193][760/940] lr: 8.787e-02, eta: 13:20:40, time: 0.672, data_time: 0.000, memory: 9569, top1_acc: 0.4455, top5_acc: 0.6891, loss_cls: 2.4644, loss: 2.4644, grad_norm: 1.9885 2020-07-25 08:28:35,704 - mmaction - INFO - Epoch [193][780/940] lr: 8.787e-02, eta: 13:20:22, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.4498, top5_acc: 0.6859, loss_cls: 2.4275, loss: 2.4275, grad_norm: 1.9954 2020-07-25 08:28:48,617 - mmaction - INFO - Epoch [193][800/940] lr: 8.787e-02, eta: 13:20:04, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4496, top5_acc: 0.7047, loss_cls: 2.3877, loss: 2.3877, grad_norm: 2.0157 2020-07-25 08:29:01,526 - mmaction - INFO - Epoch [193][820/940] lr: 8.787e-02, eta: 13:19:46, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4584, top5_acc: 0.6998, loss_cls: 2.3866, loss: 2.3866, grad_norm: 2.0062 2020-07-25 08:29:14,827 - mmaction - INFO - Epoch [193][840/940] lr: 8.787e-02, eta: 13:19:28, time: 0.667, data_time: 0.003, memory: 9569, top1_acc: 0.4455, top5_acc: 0.6937, loss_cls: 2.4379, loss: 2.4379, grad_norm: 2.0079 2020-07-25 08:29:28,417 - mmaction - INFO - Epoch [193][860/940] lr: 8.787e-02, eta: 13:19:10, time: 0.678, data_time: 0.001, memory: 9569, top1_acc: 0.4547, top5_acc: 0.6945, loss_cls: 2.4457, loss: 2.4457, grad_norm: 1.9671 2020-07-25 08:29:41,866 - mmaction - INFO - Epoch [193][880/940] lr: 8.787e-02, eta: 13:18:52, time: 0.674, data_time: 0.003, memory: 9569, top1_acc: 0.4586, top5_acc: 0.7018, loss_cls: 2.4131, loss: 2.4131, grad_norm: 1.9982 2020-07-25 08:29:55,007 - mmaction - INFO - Epoch [193][900/940] lr: 8.787e-02, eta: 13:18:34, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.4396, top5_acc: 0.6850, loss_cls: 2.4905, loss: 2.4905, grad_norm: 1.9965 2020-07-25 08:30:08,167 - mmaction - INFO - Epoch [193][920/940] lr: 8.787e-02, eta: 13:18:16, time: 0.658, data_time: 0.001, memory: 9569, top1_acc: 0.4525, top5_acc: 0.6998, loss_cls: 2.3905, loss: 2.3905, grad_norm: 2.0233 2020-07-25 08:30:20,344 - mmaction - INFO - Epoch [193][940/940] lr: 8.787e-02, eta: 13:17:57, time: 0.609, data_time: 0.001, memory: 9569, top1_acc: 0.4623, top5_acc: 0.6962, loss_cls: 2.4079, loss: 2.4079, grad_norm: 1.9680 2020-07-25 08:32:58,376 - mmaction - INFO - Epoch [194][20/940] lr: 8.528e-02, eta: 13:19:07, time: 7.668, data_time: 6.934, memory: 9569, top1_acc: 0.4703, top5_acc: 0.7141, loss_cls: 2.3247, loss: 2.3247, grad_norm: 1.9803 2020-07-25 08:33:11,248 - mmaction - INFO - Epoch [194][40/940] lr: 8.528e-02, eta: 13:18:48, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4641, top5_acc: 0.7033, loss_cls: 2.3880, loss: 2.3880, grad_norm: 2.0205 2020-07-25 08:33:24,572 - mmaction - INFO - Epoch [194][60/940] lr: 8.528e-02, eta: 13:18:30, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.4596, top5_acc: 0.6980, loss_cls: 2.3926, loss: 2.3926, grad_norm: 2.0030 2020-07-25 08:33:37,441 - mmaction - INFO - Epoch [194][80/940] lr: 8.528e-02, eta: 13:18:12, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4590, top5_acc: 0.7105, loss_cls: 2.3539, loss: 2.3539, grad_norm: 1.9898 2020-07-25 08:33:50,316 - mmaction - INFO - Epoch [194][100/940] lr: 8.528e-02, eta: 13:17:54, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4621, top5_acc: 0.6994, loss_cls: 2.3977, loss: 2.3977, grad_norm: 1.9949 2020-07-25 08:34:03,178 - mmaction - INFO - Epoch [194][120/940] lr: 8.528e-02, eta: 13:17:36, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4723, top5_acc: 0.7068, loss_cls: 2.3451, loss: 2.3451, grad_norm: 1.9882 2020-07-25 08:34:16,138 - mmaction - INFO - Epoch [194][140/940] lr: 8.528e-02, eta: 13:17:17, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4594, top5_acc: 0.7080, loss_cls: 2.3778, loss: 2.3778, grad_norm: 1.9853 2020-07-25 08:34:29,005 - mmaction - INFO - Epoch [194][160/940] lr: 8.528e-02, eta: 13:16:59, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4629, top5_acc: 0.7061, loss_cls: 2.3496, loss: 2.3496, grad_norm: 1.9998 2020-07-25 08:34:41,893 - mmaction - INFO - Epoch [194][180/940] lr: 8.528e-02, eta: 13:16:41, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4678, top5_acc: 0.7002, loss_cls: 2.3945, loss: 2.3945, grad_norm: 1.9801 2020-07-25 08:34:55,390 - mmaction - INFO - Epoch [194][200/940] lr: 8.528e-02, eta: 13:16:23, time: 0.674, data_time: 0.001, memory: 9569, top1_acc: 0.4686, top5_acc: 0.7033, loss_cls: 2.3636, loss: 2.3636, grad_norm: 1.9717 2020-07-25 08:35:08,320 - mmaction - INFO - Epoch [194][220/940] lr: 8.528e-02, eta: 13:16:05, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4600, top5_acc: 0.6982, loss_cls: 2.3853, loss: 2.3853, grad_norm: 2.0184 2020-07-25 08:35:21,200 - mmaction - INFO - Epoch [194][240/940] lr: 8.528e-02, eta: 13:15:47, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.4590, top5_acc: 0.7076, loss_cls: 2.3805, loss: 2.3805, grad_norm: 2.0161 2020-07-25 08:35:34,582 - mmaction - INFO - Epoch [194][260/940] lr: 8.528e-02, eta: 13:15:29, time: 0.671, data_time: 0.003, memory: 9569, top1_acc: 0.4527, top5_acc: 0.7100, loss_cls: 2.3637, loss: 2.3637, grad_norm: 2.0268 2020-07-25 08:35:47,710 - mmaction - INFO - Epoch [194][280/940] lr: 8.528e-02, eta: 13:15:11, time: 0.657, data_time: 0.003, memory: 9569, top1_acc: 0.4559, top5_acc: 0.6992, loss_cls: 2.4090, loss: 2.4090, grad_norm: 2.0628 2020-07-25 08:36:00,866 - mmaction - INFO - Epoch [194][300/940] lr: 8.528e-02, eta: 13:14:52, time: 0.657, data_time: 0.001, memory: 9569, top1_acc: 0.4668, top5_acc: 0.7092, loss_cls: 2.3654, loss: 2.3654, grad_norm: 2.0063 2020-07-25 08:36:13,812 - mmaction - INFO - Epoch [194][320/940] lr: 8.528e-02, eta: 13:14:34, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4816, top5_acc: 0.7092, loss_cls: 2.3203, loss: 2.3203, grad_norm: 2.0108 2020-07-25 08:36:27,178 - mmaction - INFO - Epoch [194][340/940] lr: 8.528e-02, eta: 13:14:16, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.4605, top5_acc: 0.7033, loss_cls: 2.3863, loss: 2.3863, grad_norm: 2.0267 2020-07-25 08:36:40,129 - mmaction - INFO - Epoch [194][360/940] lr: 8.528e-02, eta: 13:13:58, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4441, top5_acc: 0.6922, loss_cls: 2.4404, loss: 2.4404, grad_norm: 2.0712 2020-07-25 08:36:53,248 - mmaction - INFO - Epoch [194][380/940] lr: 8.528e-02, eta: 13:13:40, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.4646, top5_acc: 0.7039, loss_cls: 2.3595, loss: 2.3595, grad_norm: 2.0203 2020-07-25 08:37:06,866 - mmaction - INFO - Epoch [194][400/940] lr: 8.528e-02, eta: 13:13:22, time: 0.681, data_time: 0.001, memory: 9569, top1_acc: 0.4527, top5_acc: 0.6973, loss_cls: 2.3986, loss: 2.3986, grad_norm: 1.9759 2020-07-25 08:37:19,904 - mmaction - INFO - Epoch [194][420/940] lr: 8.528e-02, eta: 13:13:04, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.4430, top5_acc: 0.6959, loss_cls: 2.4423, loss: 2.4423, grad_norm: 2.0216 2020-07-25 08:37:32,933 - mmaction - INFO - Epoch [194][440/940] lr: 8.528e-02, eta: 13:12:46, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.4488, top5_acc: 0.6895, loss_cls: 2.4371, loss: 2.4371, grad_norm: 2.0620 2020-07-25 08:37:46,508 - mmaction - INFO - Epoch [194][460/940] lr: 8.528e-02, eta: 13:12:28, time: 0.678, data_time: 0.001, memory: 9569, top1_acc: 0.4666, top5_acc: 0.7031, loss_cls: 2.3631, loss: 2.3631, grad_norm: 2.0010 2020-07-25 08:37:59,696 - mmaction - INFO - Epoch [194][480/940] lr: 8.528e-02, eta: 13:12:10, time: 0.659, data_time: 0.015, memory: 9569, top1_acc: 0.4527, top5_acc: 0.6969, loss_cls: 2.4229, loss: 2.4229, grad_norm: 2.0463 2020-07-25 08:38:12,624 - mmaction - INFO - Epoch [194][500/940] lr: 8.528e-02, eta: 13:11:52, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4582, top5_acc: 0.7025, loss_cls: 2.3769, loss: 2.3769, grad_norm: 1.9884 2020-07-25 08:38:25,519 - mmaction - INFO - Epoch [194][520/940] lr: 8.528e-02, eta: 13:11:34, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4584, top5_acc: 0.7016, loss_cls: 2.4021, loss: 2.4021, grad_norm: 2.0368 2020-07-25 08:38:38,451 - mmaction - INFO - Epoch [194][540/940] lr: 8.528e-02, eta: 13:11:16, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4670, top5_acc: 0.7074, loss_cls: 2.3577, loss: 2.3577, grad_norm: 2.0168 2020-07-25 08:38:51,401 - mmaction - INFO - Epoch [194][560/940] lr: 8.528e-02, eta: 13:10:58, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.4643, top5_acc: 0.7039, loss_cls: 2.3861, loss: 2.3861, grad_norm: 2.0308 2020-07-25 08:39:04,376 - mmaction - INFO - Epoch [194][580/940] lr: 8.528e-02, eta: 13:10:39, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4617, top5_acc: 0.6967, loss_cls: 2.4103, loss: 2.4103, grad_norm: 2.0229 2020-07-25 08:39:17,328 - mmaction - INFO - Epoch [194][600/940] lr: 8.528e-02, eta: 13:10:21, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4598, top5_acc: 0.7098, loss_cls: 2.3306, loss: 2.3306, grad_norm: 2.0188 2020-07-25 08:39:30,226 - mmaction - INFO - Epoch [194][620/940] lr: 8.528e-02, eta: 13:10:03, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4506, top5_acc: 0.6957, loss_cls: 2.4183, loss: 2.4183, grad_norm: 2.0471 2020-07-25 08:39:43,145 - mmaction - INFO - Epoch [194][640/940] lr: 8.528e-02, eta: 13:09:45, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.4469, top5_acc: 0.6900, loss_cls: 2.4234, loss: 2.4234, grad_norm: 2.0337 2020-07-25 08:39:56,206 - mmaction - INFO - Epoch [194][660/940] lr: 8.528e-02, eta: 13:09:27, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.4543, top5_acc: 0.7033, loss_cls: 2.3685, loss: 2.3685, grad_norm: 2.0070 2020-07-25 08:40:09,532 - mmaction - INFO - Epoch [194][680/940] lr: 8.528e-02, eta: 13:09:09, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.4545, top5_acc: 0.6980, loss_cls: 2.4068, loss: 2.4068, grad_norm: 2.0590 2020-07-25 08:40:23,551 - mmaction - INFO - Epoch [194][700/940] lr: 8.528e-02, eta: 13:08:51, time: 0.700, data_time: 0.001, memory: 9569, top1_acc: 0.4533, top5_acc: 0.6906, loss_cls: 2.4331, loss: 2.4331, grad_norm: 2.0436 2020-07-25 08:40:36,450 - mmaction - INFO - Epoch [194][720/940] lr: 8.528e-02, eta: 13:08:33, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4590, top5_acc: 0.7000, loss_cls: 2.4050, loss: 2.4050, grad_norm: 2.0036 2020-07-25 08:40:49,837 - mmaction - INFO - Epoch [194][740/940] lr: 8.528e-02, eta: 13:08:15, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.4514, top5_acc: 0.6969, loss_cls: 2.4329, loss: 2.4329, grad_norm: 2.0120 2020-07-25 08:41:02,859 - mmaction - INFO - Epoch [194][760/940] lr: 8.528e-02, eta: 13:07:57, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.4527, top5_acc: 0.6963, loss_cls: 2.3961, loss: 2.3961, grad_norm: 2.0204 2020-07-25 08:41:16,114 - mmaction - INFO - Epoch [194][780/940] lr: 8.528e-02, eta: 13:07:39, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.4588, top5_acc: 0.6984, loss_cls: 2.4269, loss: 2.4269, grad_norm: 2.0625 2020-07-25 08:41:29,473 - mmaction - INFO - Epoch [194][800/940] lr: 8.528e-02, eta: 13:07:21, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.4564, top5_acc: 0.6949, loss_cls: 2.4088, loss: 2.4088, grad_norm: 2.0208 2020-07-25 08:41:42,432 - mmaction - INFO - Epoch [194][820/940] lr: 8.528e-02, eta: 13:07:03, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4578, top5_acc: 0.7021, loss_cls: 2.3904, loss: 2.3904, grad_norm: 2.0221 2020-07-25 08:41:55,384 - mmaction - INFO - Epoch [194][840/940] lr: 8.528e-02, eta: 13:06:45, time: 0.648, data_time: 0.004, memory: 9569, top1_acc: 0.4553, top5_acc: 0.7016, loss_cls: 2.4406, loss: 2.4406, grad_norm: 2.0789 2020-07-25 08:42:08,254 - mmaction - INFO - Epoch [194][860/940] lr: 8.528e-02, eta: 13:06:27, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4582, top5_acc: 0.7043, loss_cls: 2.3726, loss: 2.3726, grad_norm: 2.0167 2020-07-25 08:42:21,186 - mmaction - INFO - Epoch [194][880/940] lr: 8.528e-02, eta: 13:06:09, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4393, top5_acc: 0.6885, loss_cls: 2.4668, loss: 2.4668, grad_norm: 2.0663 2020-07-25 08:42:34,265 - mmaction - INFO - Epoch [194][900/940] lr: 8.528e-02, eta: 13:05:51, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.4426, top5_acc: 0.6854, loss_cls: 2.4410, loss: 2.4410, grad_norm: 1.9937 2020-07-25 08:42:47,852 - mmaction - INFO - Epoch [194][920/940] lr: 8.528e-02, eta: 13:05:33, time: 0.679, data_time: 0.001, memory: 9569, top1_acc: 0.4584, top5_acc: 0.7076, loss_cls: 2.4036, loss: 2.4036, grad_norm: 2.0372 2020-07-25 08:43:00,098 - mmaction - INFO - Epoch [194][940/940] lr: 8.528e-02, eta: 13:05:14, time: 0.613, data_time: 0.002, memory: 9569, top1_acc: 0.4600, top5_acc: 0.7078, loss_cls: 2.3791, loss: 2.3791, grad_norm: 2.0392 2020-07-25 08:45:51,053 - mmaction - INFO - Epoch [195][20/940] lr: 8.273e-02, eta: 13:06:29, time: 8.301, data_time: 7.575, memory: 9569, top1_acc: 0.4523, top5_acc: 0.7031, loss_cls: 2.3882, loss: 2.3882, grad_norm: 2.0476 2020-07-25 08:46:03,867 - mmaction - INFO - Epoch [195][40/940] lr: 8.273e-02, eta: 13:06:11, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.4578, top5_acc: 0.7074, loss_cls: 2.3710, loss: 2.3710, grad_norm: 2.0107 2020-07-25 08:46:16,875 - mmaction - INFO - Epoch [195][60/940] lr: 8.273e-02, eta: 13:05:53, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4633, top5_acc: 0.7014, loss_cls: 2.3364, loss: 2.3364, grad_norm: 2.0339 2020-07-25 08:46:30,167 - mmaction - INFO - Epoch [195][80/940] lr: 8.273e-02, eta: 13:05:35, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.4643, top5_acc: 0.6916, loss_cls: 2.3909, loss: 2.3909, grad_norm: 2.0293 2020-07-25 08:46:43,023 - mmaction - INFO - Epoch [195][100/940] lr: 8.273e-02, eta: 13:05:17, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4570, top5_acc: 0.7035, loss_cls: 2.3915, loss: 2.3915, grad_norm: 2.0357 2020-07-25 08:46:55,881 - mmaction - INFO - Epoch [195][120/940] lr: 8.273e-02, eta: 13:04:58, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.4725, top5_acc: 0.7059, loss_cls: 2.3735, loss: 2.3735, grad_norm: 2.0310 2020-07-25 08:47:08,830 - mmaction - INFO - Epoch [195][140/940] lr: 8.273e-02, eta: 13:04:40, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4586, top5_acc: 0.7111, loss_cls: 2.3483, loss: 2.3483, grad_norm: 2.0178 2020-07-25 08:47:21,816 - mmaction - INFO - Epoch [195][160/940] lr: 8.273e-02, eta: 13:04:22, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4566, top5_acc: 0.6988, loss_cls: 2.4253, loss: 2.4253, grad_norm: 2.0573 2020-07-25 08:47:35,373 - mmaction - INFO - Epoch [195][180/940] lr: 8.273e-02, eta: 13:04:04, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.4629, top5_acc: 0.7012, loss_cls: 2.3785, loss: 2.3785, grad_norm: 2.0294 2020-07-25 08:47:48,304 - mmaction - INFO - Epoch [195][200/940] lr: 8.273e-02, eta: 13:03:46, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4709, top5_acc: 0.7133, loss_cls: 2.3329, loss: 2.3329, grad_norm: 2.0188 2020-07-25 08:48:01,259 - mmaction - INFO - Epoch [195][220/940] lr: 8.273e-02, eta: 13:03:28, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4523, top5_acc: 0.6996, loss_cls: 2.4180, loss: 2.4180, grad_norm: 2.0534 2020-07-25 08:48:14,218 - mmaction - INFO - Epoch [195][240/940] lr: 8.273e-02, eta: 13:03:10, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4479, top5_acc: 0.6957, loss_cls: 2.4395, loss: 2.4395, grad_norm: 2.0529 2020-07-25 08:48:27,267 - mmaction - INFO - Epoch [195][260/940] lr: 8.273e-02, eta: 13:02:52, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.4561, top5_acc: 0.6982, loss_cls: 2.4001, loss: 2.4001, grad_norm: 2.0300 2020-07-25 08:48:40,189 - mmaction - INFO - Epoch [195][280/940] lr: 8.273e-02, eta: 13:02:34, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4830, top5_acc: 0.7143, loss_cls: 2.3013, loss: 2.3013, grad_norm: 2.0079 2020-07-25 08:48:53,129 - mmaction - INFO - Epoch [195][300/940] lr: 8.273e-02, eta: 13:02:15, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4641, top5_acc: 0.7113, loss_cls: 2.3400, loss: 2.3400, grad_norm: 2.0301 2020-07-25 08:49:06,019 - mmaction - INFO - Epoch [195][320/940] lr: 8.273e-02, eta: 13:01:57, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4568, top5_acc: 0.7061, loss_cls: 2.3747, loss: 2.3747, grad_norm: 2.0603 2020-07-25 08:49:18,927 - mmaction - INFO - Epoch [195][340/940] lr: 8.273e-02, eta: 13:01:39, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4695, top5_acc: 0.7076, loss_cls: 2.3704, loss: 2.3704, grad_norm: 2.0421 2020-07-25 08:49:31,830 - mmaction - INFO - Epoch [195][360/940] lr: 8.273e-02, eta: 13:01:21, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4623, top5_acc: 0.7053, loss_cls: 2.3726, loss: 2.3726, grad_norm: 2.0266 2020-07-25 08:49:44,707 - mmaction - INFO - Epoch [195][380/940] lr: 8.273e-02, eta: 13:01:03, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4549, top5_acc: 0.6975, loss_cls: 2.3947, loss: 2.3947, grad_norm: 2.0578 2020-07-25 08:49:57,659 - mmaction - INFO - Epoch [195][400/940] lr: 8.273e-02, eta: 13:00:45, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4586, top5_acc: 0.6920, loss_cls: 2.4110, loss: 2.4110, grad_norm: 2.0564 2020-07-25 08:50:10,647 - mmaction - INFO - Epoch [195][420/940] lr: 8.273e-02, eta: 13:00:27, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4627, top5_acc: 0.6908, loss_cls: 2.4135, loss: 2.4135, grad_norm: 2.0227 2020-07-25 08:50:23,555 - mmaction - INFO - Epoch [195][440/940] lr: 8.273e-02, eta: 13:00:08, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4705, top5_acc: 0.7102, loss_cls: 2.3310, loss: 2.3310, grad_norm: 2.0007 2020-07-25 08:50:37,535 - mmaction - INFO - Epoch [195][460/940] lr: 8.273e-02, eta: 12:59:51, time: 0.699, data_time: 0.002, memory: 9569, top1_acc: 0.4541, top5_acc: 0.6955, loss_cls: 2.4136, loss: 2.4136, grad_norm: 2.0704 2020-07-25 08:50:50,613 - mmaction - INFO - Epoch [195][480/940] lr: 8.273e-02, eta: 12:59:33, time: 0.654, data_time: 0.011, memory: 9569, top1_acc: 0.4686, top5_acc: 0.7100, loss_cls: 2.3376, loss: 2.3376, grad_norm: 2.0358 2020-07-25 08:51:04,544 - mmaction - INFO - Epoch [195][500/940] lr: 8.273e-02, eta: 12:59:15, time: 0.697, data_time: 0.001, memory: 9569, top1_acc: 0.4557, top5_acc: 0.7111, loss_cls: 2.3777, loss: 2.3777, grad_norm: 2.0581 2020-07-25 08:51:17,828 - mmaction - INFO - Epoch [195][520/940] lr: 8.273e-02, eta: 12:58:57, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.4648, top5_acc: 0.7055, loss_cls: 2.3456, loss: 2.3456, grad_norm: 2.0407 2020-07-25 08:51:30,704 - mmaction - INFO - Epoch [195][540/940] lr: 8.273e-02, eta: 12:58:39, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4643, top5_acc: 0.7084, loss_cls: 2.3216, loss: 2.3216, grad_norm: 1.9960 2020-07-25 08:51:43,611 - mmaction - INFO - Epoch [195][560/940] lr: 8.273e-02, eta: 12:58:21, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4555, top5_acc: 0.7074, loss_cls: 2.3755, loss: 2.3755, grad_norm: 2.0423 2020-07-25 08:51:56,486 - mmaction - INFO - Epoch [195][580/940] lr: 8.273e-02, eta: 12:58:03, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4510, top5_acc: 0.7000, loss_cls: 2.4005, loss: 2.4005, grad_norm: 2.0518 2020-07-25 08:52:09,417 - mmaction - INFO - Epoch [195][600/940] lr: 8.273e-02, eta: 12:57:45, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4484, top5_acc: 0.6889, loss_cls: 2.4353, loss: 2.4353, grad_norm: 2.1115 2020-07-25 08:52:22,348 - mmaction - INFO - Epoch [195][620/940] lr: 8.273e-02, eta: 12:57:27, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4504, top5_acc: 0.7053, loss_cls: 2.3938, loss: 2.3938, grad_norm: 2.0349 2020-07-25 08:52:35,408 - mmaction - INFO - Epoch [195][640/940] lr: 8.273e-02, eta: 12:57:09, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.4531, top5_acc: 0.6994, loss_cls: 2.4222, loss: 2.4222, grad_norm: 2.0779 2020-07-25 08:52:48,404 - mmaction - INFO - Epoch [195][660/940] lr: 8.273e-02, eta: 12:56:51, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4604, top5_acc: 0.7039, loss_cls: 2.3878, loss: 2.3878, grad_norm: 2.0918 2020-07-25 08:53:01,865 - mmaction - INFO - Epoch [195][680/940] lr: 8.273e-02, eta: 12:56:33, time: 0.674, data_time: 0.001, memory: 9569, top1_acc: 0.4594, top5_acc: 0.7014, loss_cls: 2.3927, loss: 2.3927, grad_norm: 2.0650 2020-07-25 08:53:15,043 - mmaction - INFO - Epoch [195][700/940] lr: 8.273e-02, eta: 12:56:15, time: 0.658, data_time: 0.001, memory: 9569, top1_acc: 0.4623, top5_acc: 0.7043, loss_cls: 2.3545, loss: 2.3545, grad_norm: 2.0318 2020-07-25 08:53:28,195 - mmaction - INFO - Epoch [195][720/940] lr: 8.273e-02, eta: 12:55:57, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.4605, top5_acc: 0.7047, loss_cls: 2.3811, loss: 2.3811, grad_norm: 2.0462 2020-07-25 08:53:41,172 - mmaction - INFO - Epoch [195][740/940] lr: 8.273e-02, eta: 12:55:39, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4553, top5_acc: 0.7039, loss_cls: 2.4128, loss: 2.4128, grad_norm: 2.0781 2020-07-25 08:53:54,135 - mmaction - INFO - Epoch [195][760/940] lr: 8.273e-02, eta: 12:55:21, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4600, top5_acc: 0.7055, loss_cls: 2.3757, loss: 2.3757, grad_norm: 2.0513 2020-07-25 08:54:07,364 - mmaction - INFO - Epoch [195][780/940] lr: 8.273e-02, eta: 12:55:03, time: 0.660, data_time: 0.001, memory: 9569, top1_acc: 0.4688, top5_acc: 0.7078, loss_cls: 2.3511, loss: 2.3511, grad_norm: 2.0671 2020-07-25 08:54:21,123 - mmaction - INFO - Epoch [195][800/940] lr: 8.273e-02, eta: 12:54:45, time: 0.689, data_time: 0.002, memory: 9569, top1_acc: 0.4500, top5_acc: 0.6941, loss_cls: 2.4034, loss: 2.4034, grad_norm: 2.0724 2020-07-25 08:54:34,050 - mmaction - INFO - Epoch [195][820/940] lr: 8.273e-02, eta: 12:54:27, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4625, top5_acc: 0.7154, loss_cls: 2.3475, loss: 2.3475, grad_norm: 2.0584 2020-07-25 08:54:47,211 - mmaction - INFO - Epoch [195][840/940] lr: 8.273e-02, eta: 12:54:09, time: 0.657, data_time: 0.001, memory: 9569, top1_acc: 0.4598, top5_acc: 0.7111, loss_cls: 2.3616, loss: 2.3616, grad_norm: 2.0453 2020-07-25 08:55:00,214 - mmaction - INFO - Epoch [195][860/940] lr: 8.273e-02, eta: 12:53:51, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.4650, top5_acc: 0.7018, loss_cls: 2.4023, loss: 2.4023, grad_norm: 2.0809 2020-07-25 08:55:13,254 - mmaction - INFO - Epoch [195][880/940] lr: 8.273e-02, eta: 12:53:33, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.4504, top5_acc: 0.7002, loss_cls: 2.4371, loss: 2.4371, grad_norm: 2.1014 2020-07-25 08:55:26,136 - mmaction - INFO - Epoch [195][900/940] lr: 8.273e-02, eta: 12:53:15, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4508, top5_acc: 0.6969, loss_cls: 2.4145, loss: 2.4145, grad_norm: 2.0693 2020-07-25 08:55:39,070 - mmaction - INFO - Epoch [195][920/940] lr: 8.273e-02, eta: 12:52:57, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4555, top5_acc: 0.6971, loss_cls: 2.4218, loss: 2.4218, grad_norm: 2.0762 2020-07-25 08:55:51,307 - mmaction - INFO - Epoch [195][940/940] lr: 8.273e-02, eta: 12:52:38, time: 0.612, data_time: 0.002, memory: 9569, top1_acc: 0.4474, top5_acc: 0.6920, loss_cls: 2.4323, loss: 2.4323, grad_norm: 2.0393 2020-07-25 08:58:27,795 - mmaction - INFO - Epoch [196][20/940] lr: 8.020e-02, eta: 12:53:42, time: 7.577, data_time: 6.853, memory: 9569, top1_acc: 0.4670, top5_acc: 0.7045, loss_cls: 2.3538, loss: 2.3538, grad_norm: 2.0715 2020-07-25 08:58:40,590 - mmaction - INFO - Epoch [196][40/940] lr: 8.020e-02, eta: 12:53:24, time: 0.640, data_time: 0.002, memory: 9569, top1_acc: 0.4596, top5_acc: 0.7039, loss_cls: 2.3457, loss: 2.3457, grad_norm: 2.0350 2020-07-25 08:58:53,570 - mmaction - INFO - Epoch [196][60/940] lr: 8.020e-02, eta: 12:53:06, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4602, top5_acc: 0.7047, loss_cls: 2.3725, loss: 2.3725, grad_norm: 2.0351 2020-07-25 08:59:06,463 - mmaction - INFO - Epoch [196][80/940] lr: 8.020e-02, eta: 12:52:48, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4635, top5_acc: 0.7061, loss_cls: 2.3824, loss: 2.3824, grad_norm: 2.0260 2020-07-25 08:59:19,327 - mmaction - INFO - Epoch [196][100/940] lr: 8.020e-02, eta: 12:52:30, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4789, top5_acc: 0.7174, loss_cls: 2.2986, loss: 2.2986, grad_norm: 2.0316 2020-07-25 08:59:32,153 - mmaction - INFO - Epoch [196][120/940] lr: 8.020e-02, eta: 12:52:11, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.4613, top5_acc: 0.6943, loss_cls: 2.3956, loss: 2.3956, grad_norm: 2.0728 2020-07-25 08:59:45,222 - mmaction - INFO - Epoch [196][140/940] lr: 8.020e-02, eta: 12:51:53, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.4783, top5_acc: 0.7191, loss_cls: 2.3092, loss: 2.3092, grad_norm: 2.0364 2020-07-25 08:59:58,567 - mmaction - INFO - Epoch [196][160/940] lr: 8.020e-02, eta: 12:51:35, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.4797, top5_acc: 0.7256, loss_cls: 2.2731, loss: 2.2731, grad_norm: 2.0105 2020-07-25 09:00:17,780 - mmaction - INFO - Epoch [196][180/940] lr: 8.020e-02, eta: 12:51:21, time: 0.954, data_time: 0.002, memory: 9569, top1_acc: 0.4535, top5_acc: 0.7061, loss_cls: 2.3596, loss: 2.3596, grad_norm: 2.0753 2020-07-25 09:00:31,369 - mmaction - INFO - Epoch [196][200/940] lr: 8.020e-02, eta: 12:51:03, time: 0.686, data_time: 0.016, memory: 9569, top1_acc: 0.4557, top5_acc: 0.7031, loss_cls: 2.3751, loss: 2.3751, grad_norm: 2.0850 2020-07-25 09:00:44,288 - mmaction - INFO - Epoch [196][220/940] lr: 8.020e-02, eta: 12:50:45, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4521, top5_acc: 0.6936, loss_cls: 2.4331, loss: 2.4331, grad_norm: 2.0952 2020-07-25 09:00:57,131 - mmaction - INFO - Epoch [196][240/940] lr: 8.020e-02, eta: 12:50:27, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.4648, top5_acc: 0.7012, loss_cls: 2.3702, loss: 2.3702, grad_norm: 2.0574 2020-07-25 09:01:10,379 - mmaction - INFO - Epoch [196][260/940] lr: 8.020e-02, eta: 12:50:09, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.4607, top5_acc: 0.6861, loss_cls: 2.4061, loss: 2.4061, grad_norm: 2.1054 2020-07-25 09:01:23,854 - mmaction - INFO - Epoch [196][280/940] lr: 8.020e-02, eta: 12:49:51, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.4789, top5_acc: 0.7137, loss_cls: 2.3161, loss: 2.3161, grad_norm: 2.0665 2020-07-25 09:01:36,716 - mmaction - INFO - Epoch [196][300/940] lr: 8.020e-02, eta: 12:49:33, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4555, top5_acc: 0.7047, loss_cls: 2.3885, loss: 2.3885, grad_norm: 2.0385 2020-07-25 09:01:49,691 - mmaction - INFO - Epoch [196][320/940] lr: 8.020e-02, eta: 12:49:15, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4666, top5_acc: 0.7150, loss_cls: 2.3267, loss: 2.3267, grad_norm: 2.0638 2020-07-25 09:02:02,628 - mmaction - INFO - Epoch [196][340/940] lr: 8.020e-02, eta: 12:48:57, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4557, top5_acc: 0.6953, loss_cls: 2.4172, loss: 2.4172, grad_norm: 2.0827 2020-07-25 09:02:15,567 - mmaction - INFO - Epoch [196][360/940] lr: 8.020e-02, eta: 12:48:39, time: 0.647, data_time: 0.004, memory: 9569, top1_acc: 0.4584, top5_acc: 0.7018, loss_cls: 2.3932, loss: 2.3932, grad_norm: 2.0614 2020-07-25 09:02:28,485 - mmaction - INFO - Epoch [196][380/940] lr: 8.020e-02, eta: 12:48:21, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4715, top5_acc: 0.7111, loss_cls: 2.3285, loss: 2.3285, grad_norm: 1.9987 2020-07-25 09:02:41,610 - mmaction - INFO - Epoch [196][400/940] lr: 8.020e-02, eta: 12:48:03, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.4650, top5_acc: 0.7068, loss_cls: 2.3243, loss: 2.3243, grad_norm: 2.0519 2020-07-25 09:02:54,923 - mmaction - INFO - Epoch [196][420/940] lr: 8.020e-02, eta: 12:47:45, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.4717, top5_acc: 0.7123, loss_cls: 2.3567, loss: 2.3567, grad_norm: 2.0929 2020-07-25 09:03:07,846 - mmaction - INFO - Epoch [196][440/940] lr: 8.020e-02, eta: 12:47:27, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4648, top5_acc: 0.7152, loss_cls: 2.3358, loss: 2.3358, grad_norm: 2.0778 2020-07-25 09:03:20,794 - mmaction - INFO - Epoch [196][460/940] lr: 8.020e-02, eta: 12:47:09, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4617, top5_acc: 0.7031, loss_cls: 2.3914, loss: 2.3914, grad_norm: 2.1261 2020-07-25 09:03:33,778 - mmaction - INFO - Epoch [196][480/940] lr: 8.020e-02, eta: 12:46:51, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4576, top5_acc: 0.7043, loss_cls: 2.3706, loss: 2.3706, grad_norm: 2.0819 2020-07-25 09:03:46,742 - mmaction - INFO - Epoch [196][500/940] lr: 8.020e-02, eta: 12:46:33, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4668, top5_acc: 0.7016, loss_cls: 2.3847, loss: 2.3847, grad_norm: 2.0765 2020-07-25 09:03:59,641 - mmaction - INFO - Epoch [196][520/940] lr: 8.020e-02, eta: 12:46:15, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4637, top5_acc: 0.7033, loss_cls: 2.3579, loss: 2.3579, grad_norm: 2.0640 2020-07-25 09:04:12,518 - mmaction - INFO - Epoch [196][540/940] lr: 8.020e-02, eta: 12:45:56, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4648, top5_acc: 0.7162, loss_cls: 2.3393, loss: 2.3393, grad_norm: 2.0622 2020-07-25 09:04:25,931 - mmaction - INFO - Epoch [196][560/940] lr: 8.020e-02, eta: 12:45:39, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.4635, top5_acc: 0.7051, loss_cls: 2.3455, loss: 2.3455, grad_norm: 2.0580 2020-07-25 09:04:38,804 - mmaction - INFO - Epoch [196][580/940] lr: 8.020e-02, eta: 12:45:21, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4654, top5_acc: 0.7006, loss_cls: 2.3806, loss: 2.3806, grad_norm: 2.1132 2020-07-25 09:04:51,685 - mmaction - INFO - Epoch [196][600/940] lr: 8.020e-02, eta: 12:45:02, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4543, top5_acc: 0.7068, loss_cls: 2.3686, loss: 2.3686, grad_norm: 2.0476 2020-07-25 09:05:04,541 - mmaction - INFO - Epoch [196][620/940] lr: 8.020e-02, eta: 12:44:44, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4473, top5_acc: 0.6992, loss_cls: 2.4207, loss: 2.4207, grad_norm: 2.1421 2020-07-25 09:05:17,475 - mmaction - INFO - Epoch [196][640/940] lr: 8.020e-02, eta: 12:44:26, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4592, top5_acc: 0.6992, loss_cls: 2.3831, loss: 2.3831, grad_norm: 2.0830 2020-07-25 09:05:30,376 - mmaction - INFO - Epoch [196][660/940] lr: 8.020e-02, eta: 12:44:08, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4607, top5_acc: 0.6953, loss_cls: 2.3879, loss: 2.3879, grad_norm: 2.0793 2020-07-25 09:05:43,291 - mmaction - INFO - Epoch [196][680/940] lr: 8.020e-02, eta: 12:43:50, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4580, top5_acc: 0.7057, loss_cls: 2.3571, loss: 2.3571, grad_norm: 2.0707 2020-07-25 09:05:56,205 - mmaction - INFO - Epoch [196][700/940] lr: 8.020e-02, eta: 12:43:32, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4619, top5_acc: 0.7029, loss_cls: 2.3611, loss: 2.3611, grad_norm: 2.0740 2020-07-25 09:06:09,144 - mmaction - INFO - Epoch [196][720/940] lr: 8.020e-02, eta: 12:43:14, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4611, top5_acc: 0.6973, loss_cls: 2.4036, loss: 2.4036, grad_norm: 2.1117 2020-07-25 09:06:22,009 - mmaction - INFO - Epoch [196][740/940] lr: 8.020e-02, eta: 12:42:56, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4594, top5_acc: 0.7012, loss_cls: 2.3875, loss: 2.3875, grad_norm: 2.0563 2020-07-25 09:06:35,036 - mmaction - INFO - Epoch [196][760/940] lr: 8.020e-02, eta: 12:42:38, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.4625, top5_acc: 0.7012, loss_cls: 2.4041, loss: 2.4041, grad_norm: 2.0701 2020-07-25 09:06:47,853 - mmaction - INFO - Epoch [196][780/940] lr: 8.020e-02, eta: 12:42:20, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.4479, top5_acc: 0.6934, loss_cls: 2.4173, loss: 2.4173, grad_norm: 2.0971 2020-07-25 09:07:01,105 - mmaction - INFO - Epoch [196][800/940] lr: 8.020e-02, eta: 12:42:02, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.4686, top5_acc: 0.7033, loss_cls: 2.3442, loss: 2.3442, grad_norm: 2.0668 2020-07-25 09:07:14,022 - mmaction - INFO - Epoch [196][820/940] lr: 8.020e-02, eta: 12:41:44, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4574, top5_acc: 0.6963, loss_cls: 2.4188, loss: 2.4188, grad_norm: 2.0766 2020-07-25 09:07:26,908 - mmaction - INFO - Epoch [196][840/940] lr: 8.020e-02, eta: 12:41:26, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4629, top5_acc: 0.7094, loss_cls: 2.3627, loss: 2.3627, grad_norm: 2.0673 2020-07-25 09:07:39,824 - mmaction - INFO - Epoch [196][860/940] lr: 8.020e-02, eta: 12:41:08, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4635, top5_acc: 0.7027, loss_cls: 2.3561, loss: 2.3561, grad_norm: 2.0643 2020-07-25 09:07:52,697 - mmaction - INFO - Epoch [196][880/940] lr: 8.020e-02, eta: 12:40:50, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4758, top5_acc: 0.6984, loss_cls: 2.3722, loss: 2.3722, grad_norm: 2.0313 2020-07-25 09:08:05,573 - mmaction - INFO - Epoch [196][900/940] lr: 8.020e-02, eta: 12:40:32, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4682, top5_acc: 0.7074, loss_cls: 2.3241, loss: 2.3241, grad_norm: 2.0249 2020-07-25 09:08:18,497 - mmaction - INFO - Epoch [196][920/940] lr: 8.020e-02, eta: 12:40:14, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4520, top5_acc: 0.6977, loss_cls: 2.3835, loss: 2.3835, grad_norm: 2.0991 2020-07-25 09:08:30,684 - mmaction - INFO - Epoch [196][940/940] lr: 8.020e-02, eta: 12:39:55, time: 0.609, data_time: 0.001, memory: 9569, top1_acc: 0.4641, top5_acc: 0.7009, loss_cls: 2.3699, loss: 2.3699, grad_norm: 2.1015 2020-07-25 09:08:37,935 - mmaction - INFO - Saving checkpoint at 196 epochs 2020-07-25 09:10:53,254 - mmaction - INFO - Epoch [197][20/940] lr: 7.771e-02, eta: 12:40:47, time: 6.715, data_time: 6.039, memory: 9569, top1_acc: 0.4611, top5_acc: 0.7045, loss_cls: 2.3557, loss: 2.3557, grad_norm: 2.0815 2020-07-25 09:11:06,465 - mmaction - INFO - Epoch [197][40/940] lr: 7.771e-02, eta: 12:40:29, time: 0.660, data_time: 0.002, memory: 9569, top1_acc: 0.4721, top5_acc: 0.7225, loss_cls: 2.2966, loss: 2.2966, grad_norm: 2.0708 2020-07-25 09:11:19,754 - mmaction - INFO - Epoch [197][60/940] lr: 7.771e-02, eta: 12:40:11, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.4672, top5_acc: 0.7135, loss_cls: 2.3244, loss: 2.3244, grad_norm: 2.0782 2020-07-25 09:11:32,653 - mmaction - INFO - Epoch [197][80/940] lr: 7.771e-02, eta: 12:39:53, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.4760, top5_acc: 0.7090, loss_cls: 2.3374, loss: 2.3374, grad_norm: 2.0647 2020-07-25 09:11:45,511 - mmaction - INFO - Epoch [197][100/940] lr: 7.771e-02, eta: 12:39:35, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.4768, top5_acc: 0.7070, loss_cls: 2.3492, loss: 2.3492, grad_norm: 2.0651 2020-07-25 09:11:58,415 - mmaction - INFO - Epoch [197][120/940] lr: 7.771e-02, eta: 12:39:17, time: 0.646, data_time: 0.004, memory: 9569, top1_acc: 0.4725, top5_acc: 0.7162, loss_cls: 2.2888, loss: 2.2888, grad_norm: 2.0577 2020-07-25 09:12:11,536 - mmaction - INFO - Epoch [197][140/940] lr: 7.771e-02, eta: 12:38:59, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.4818, top5_acc: 0.7197, loss_cls: 2.2795, loss: 2.2795, grad_norm: 2.0608 2020-07-25 09:12:24,833 - mmaction - INFO - Epoch [197][160/940] lr: 7.771e-02, eta: 12:38:41, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.4797, top5_acc: 0.7184, loss_cls: 2.3040, loss: 2.3040, grad_norm: 2.0777 2020-07-25 09:12:38,144 - mmaction - INFO - Epoch [197][180/940] lr: 7.771e-02, eta: 12:38:23, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.4600, top5_acc: 0.7115, loss_cls: 2.3364, loss: 2.3364, grad_norm: 2.0886 2020-07-25 09:12:51,052 - mmaction - INFO - Epoch [197][200/940] lr: 7.771e-02, eta: 12:38:05, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4793, top5_acc: 0.7219, loss_cls: 2.2830, loss: 2.2830, grad_norm: 2.0696 2020-07-25 09:13:04,325 - mmaction - INFO - Epoch [197][220/940] lr: 7.771e-02, eta: 12:37:47, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.4697, top5_acc: 0.7070, loss_cls: 2.3294, loss: 2.3294, grad_norm: 2.1136 2020-07-25 09:13:17,539 - mmaction - INFO - Epoch [197][240/940] lr: 7.771e-02, eta: 12:37:29, time: 0.661, data_time: 0.002, memory: 9569, top1_acc: 0.4611, top5_acc: 0.7076, loss_cls: 2.3695, loss: 2.3695, grad_norm: 2.1177 2020-07-25 09:13:30,601 - mmaction - INFO - Epoch [197][260/940] lr: 7.771e-02, eta: 12:37:11, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.4611, top5_acc: 0.7020, loss_cls: 2.3738, loss: 2.3738, grad_norm: 2.0607 2020-07-25 09:13:43,462 - mmaction - INFO - Epoch [197][280/940] lr: 7.771e-02, eta: 12:36:53, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.4596, top5_acc: 0.7092, loss_cls: 2.3517, loss: 2.3517, grad_norm: 2.1247 2020-07-25 09:13:56,739 - mmaction - INFO - Epoch [197][300/940] lr: 7.771e-02, eta: 12:36:36, time: 0.664, data_time: 0.003, memory: 9569, top1_acc: 0.4746, top5_acc: 0.7082, loss_cls: 2.3444, loss: 2.3444, grad_norm: 2.0749 2020-07-25 09:14:09,625 - mmaction - INFO - Epoch [197][320/940] lr: 7.771e-02, eta: 12:36:17, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4752, top5_acc: 0.7096, loss_cls: 2.3229, loss: 2.3229, grad_norm: 2.0710 2020-07-25 09:14:22,588 - mmaction - INFO - Epoch [197][340/940] lr: 7.771e-02, eta: 12:35:59, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4623, top5_acc: 0.7033, loss_cls: 2.3822, loss: 2.3822, grad_norm: 2.1349 2020-07-25 09:14:35,486 - mmaction - INFO - Epoch [197][360/940] lr: 7.771e-02, eta: 12:35:41, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4596, top5_acc: 0.7033, loss_cls: 2.3675, loss: 2.3675, grad_norm: 2.1079 2020-07-25 09:14:48,427 - mmaction - INFO - Epoch [197][380/940] lr: 7.771e-02, eta: 12:35:23, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4617, top5_acc: 0.6955, loss_cls: 2.4206, loss: 2.4206, grad_norm: 2.0946 2020-07-25 09:15:01,338 - mmaction - INFO - Epoch [197][400/940] lr: 7.771e-02, eta: 12:35:05, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4564, top5_acc: 0.7037, loss_cls: 2.3727, loss: 2.3727, grad_norm: 2.1012 2020-07-25 09:15:14,267 - mmaction - INFO - Epoch [197][420/940] lr: 7.771e-02, eta: 12:34:47, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4701, top5_acc: 0.7127, loss_cls: 2.3038, loss: 2.3038, grad_norm: 2.1025 2020-07-25 09:15:27,361 - mmaction - INFO - Epoch [197][440/940] lr: 7.771e-02, eta: 12:34:29, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.4672, top5_acc: 0.7129, loss_cls: 2.3094, loss: 2.3094, grad_norm: 2.0938 2020-07-25 09:15:40,957 - mmaction - INFO - Epoch [197][460/940] lr: 7.771e-02, eta: 12:34:12, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.4586, top5_acc: 0.7037, loss_cls: 2.3885, loss: 2.3885, grad_norm: 2.1390 2020-07-25 09:15:54,031 - mmaction - INFO - Epoch [197][480/940] lr: 7.771e-02, eta: 12:33:54, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.4723, top5_acc: 0.7133, loss_cls: 2.3219, loss: 2.3219, grad_norm: 2.0765 2020-07-25 09:16:07,525 - mmaction - INFO - Epoch [197][500/940] lr: 7.771e-02, eta: 12:33:36, time: 0.674, data_time: 0.001, memory: 9569, top1_acc: 0.4617, top5_acc: 0.6996, loss_cls: 2.3932, loss: 2.3932, grad_norm: 2.0740 2020-07-25 09:16:20,766 - mmaction - INFO - Epoch [197][520/940] lr: 7.771e-02, eta: 12:33:18, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.4719, top5_acc: 0.7035, loss_cls: 2.3748, loss: 2.3748, grad_norm: 2.1059 2020-07-25 09:16:33,725 - mmaction - INFO - Epoch [197][540/940] lr: 7.771e-02, eta: 12:33:00, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4656, top5_acc: 0.7047, loss_cls: 2.3509, loss: 2.3509, grad_norm: 2.0483 2020-07-25 09:16:46,636 - mmaction - INFO - Epoch [197][560/940] lr: 7.771e-02, eta: 12:32:42, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4547, top5_acc: 0.6967, loss_cls: 2.3867, loss: 2.3867, grad_norm: 2.1011 2020-07-25 09:16:59,502 - mmaction - INFO - Epoch [197][580/940] lr: 7.771e-02, eta: 12:32:24, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4734, top5_acc: 0.7059, loss_cls: 2.3520, loss: 2.3520, grad_norm: 2.1254 2020-07-25 09:17:12,455 - mmaction - INFO - Epoch [197][600/940] lr: 7.771e-02, eta: 12:32:06, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4553, top5_acc: 0.6965, loss_cls: 2.4144, loss: 2.4144, grad_norm: 2.1109 2020-07-25 09:17:25,422 - mmaction - INFO - Epoch [197][620/940] lr: 7.771e-02, eta: 12:31:48, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.4621, top5_acc: 0.7090, loss_cls: 2.3501, loss: 2.3501, grad_norm: 2.0732 2020-07-25 09:17:38,455 - mmaction - INFO - Epoch [197][640/940] lr: 7.771e-02, eta: 12:31:30, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.4586, top5_acc: 0.7061, loss_cls: 2.3556, loss: 2.3556, grad_norm: 2.0625 2020-07-25 09:17:51,356 - mmaction - INFO - Epoch [197][660/940] lr: 7.771e-02, eta: 12:31:12, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4684, top5_acc: 0.7094, loss_cls: 2.3391, loss: 2.3391, grad_norm: 2.0928 2020-07-25 09:18:04,283 - mmaction - INFO - Epoch [197][680/940] lr: 7.771e-02, eta: 12:30:54, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4539, top5_acc: 0.7107, loss_cls: 2.3651, loss: 2.3651, grad_norm: 2.0981 2020-07-25 09:18:17,194 - mmaction - INFO - Epoch [197][700/940] lr: 7.771e-02, eta: 12:30:36, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4674, top5_acc: 0.6998, loss_cls: 2.3915, loss: 2.3915, grad_norm: 2.1118 2020-07-25 09:18:30,123 - mmaction - INFO - Epoch [197][720/940] lr: 7.771e-02, eta: 12:30:18, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4607, top5_acc: 0.7057, loss_cls: 2.3779, loss: 2.3779, grad_norm: 2.1101 2020-07-25 09:18:43,149 - mmaction - INFO - Epoch [197][740/940] lr: 7.771e-02, eta: 12:30:00, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4680, top5_acc: 0.7104, loss_cls: 2.3762, loss: 2.3762, grad_norm: 2.0978 2020-07-25 09:18:57,654 - mmaction - INFO - Epoch [197][760/940] lr: 7.771e-02, eta: 12:29:43, time: 0.727, data_time: 0.003, memory: 9569, top1_acc: 0.4596, top5_acc: 0.7064, loss_cls: 2.3591, loss: 2.3591, grad_norm: 2.1057 2020-07-25 09:19:10,578 - mmaction - INFO - Epoch [197][780/940] lr: 7.771e-02, eta: 12:29:25, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4621, top5_acc: 0.7088, loss_cls: 2.3201, loss: 2.3201, grad_norm: 2.0923 2020-07-25 09:19:23,425 - mmaction - INFO - Epoch [197][800/940] lr: 7.771e-02, eta: 12:29:07, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4533, top5_acc: 0.7061, loss_cls: 2.3723, loss: 2.3723, grad_norm: 2.1059 2020-07-25 09:19:36,461 - mmaction - INFO - Epoch [197][820/940] lr: 7.771e-02, eta: 12:28:49, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.4627, top5_acc: 0.6990, loss_cls: 2.4000, loss: 2.4000, grad_norm: 2.1122 2020-07-25 09:19:49,296 - mmaction - INFO - Epoch [197][840/940] lr: 7.771e-02, eta: 12:28:31, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.4574, top5_acc: 0.7008, loss_cls: 2.3866, loss: 2.3866, grad_norm: 2.1075 2020-07-25 09:20:02,593 - mmaction - INFO - Epoch [197][860/940] lr: 7.771e-02, eta: 12:28:13, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.4688, top5_acc: 0.7090, loss_cls: 2.3612, loss: 2.3612, grad_norm: 2.0986 2020-07-25 09:20:15,454 - mmaction - INFO - Epoch [197][880/940] lr: 7.771e-02, eta: 12:27:55, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4619, top5_acc: 0.7070, loss_cls: 2.3641, loss: 2.3641, grad_norm: 2.1033 2020-07-25 09:20:28,388 - mmaction - INFO - Epoch [197][900/940] lr: 7.771e-02, eta: 12:27:37, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4561, top5_acc: 0.7016, loss_cls: 2.3866, loss: 2.3866, grad_norm: 2.0983 2020-07-25 09:20:41,334 - mmaction - INFO - Epoch [197][920/940] lr: 7.771e-02, eta: 12:27:19, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4627, top5_acc: 0.6996, loss_cls: 2.3601, loss: 2.3601, grad_norm: 2.0968 2020-07-25 09:20:53,502 - mmaction - INFO - Epoch [197][940/940] lr: 7.771e-02, eta: 12:27:01, time: 0.609, data_time: 0.001, memory: 9569, top1_acc: 0.4590, top5_acc: 0.6940, loss_cls: 2.4176, loss: 2.4176, grad_norm: 2.1392 2020-07-25 09:23:10,745 - mmaction - INFO - Epoch [198][20/940] lr: 7.526e-02, eta: 12:27:50, time: 6.643, data_time: 5.935, memory: 9569, top1_acc: 0.4721, top5_acc: 0.7094, loss_cls: 2.3271, loss: 2.3271, grad_norm: 2.0483 2020-07-25 09:23:23,669 - mmaction - INFO - Epoch [198][40/940] lr: 7.526e-02, eta: 12:27:32, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4703, top5_acc: 0.7215, loss_cls: 2.3038, loss: 2.3038, grad_norm: 2.0872 2020-07-25 09:23:36,488 - mmaction - INFO - Epoch [198][60/940] lr: 7.526e-02, eta: 12:27:14, time: 0.640, data_time: 0.001, memory: 9569, top1_acc: 0.4691, top5_acc: 0.7020, loss_cls: 2.3417, loss: 2.3417, grad_norm: 2.1044 2020-07-25 09:23:49,495 - mmaction - INFO - Epoch [198][80/940] lr: 7.526e-02, eta: 12:26:56, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.4803, top5_acc: 0.7221, loss_cls: 2.2775, loss: 2.2775, grad_norm: 2.0560 2020-07-25 09:24:02,544 - mmaction - INFO - Epoch [198][100/940] lr: 7.526e-02, eta: 12:26:38, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.4643, top5_acc: 0.7053, loss_cls: 2.3559, loss: 2.3559, grad_norm: 2.1119 2020-07-25 09:24:15,416 - mmaction - INFO - Epoch [198][120/940] lr: 7.526e-02, eta: 12:26:20, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4682, top5_acc: 0.7166, loss_cls: 2.3192, loss: 2.3192, grad_norm: 2.0903 2020-07-25 09:24:28,319 - mmaction - INFO - Epoch [198][140/940] lr: 7.526e-02, eta: 12:26:02, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4775, top5_acc: 0.7172, loss_cls: 2.2725, loss: 2.2725, grad_norm: 2.1000 2020-07-25 09:24:41,241 - mmaction - INFO - Epoch [198][160/940] lr: 7.526e-02, eta: 12:25:44, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4678, top5_acc: 0.7125, loss_cls: 2.3072, loss: 2.3072, grad_norm: 2.1217 2020-07-25 09:24:54,169 - mmaction - INFO - Epoch [198][180/940] lr: 7.526e-02, eta: 12:25:26, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4813, top5_acc: 0.7221, loss_cls: 2.2892, loss: 2.2892, grad_norm: 2.1100 2020-07-25 09:25:07,059 - mmaction - INFO - Epoch [198][200/940] lr: 7.526e-02, eta: 12:25:08, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4756, top5_acc: 0.7098, loss_cls: 2.3081, loss: 2.3081, grad_norm: 2.1108 2020-07-25 09:25:19,954 - mmaction - INFO - Epoch [198][220/940] lr: 7.526e-02, eta: 12:24:50, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4771, top5_acc: 0.7162, loss_cls: 2.2931, loss: 2.2931, grad_norm: 2.1250 2020-07-25 09:25:33,004 - mmaction - INFO - Epoch [198][240/940] lr: 7.526e-02, eta: 12:24:32, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.4705, top5_acc: 0.7025, loss_cls: 2.3495, loss: 2.3495, grad_norm: 2.1497 2020-07-25 09:25:46,099 - mmaction - INFO - Epoch [198][260/940] lr: 7.526e-02, eta: 12:24:14, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.4662, top5_acc: 0.7104, loss_cls: 2.3476, loss: 2.3476, grad_norm: 2.1343 2020-07-25 09:25:59,428 - mmaction - INFO - Epoch [198][280/940] lr: 7.526e-02, eta: 12:23:57, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.4703, top5_acc: 0.7086, loss_cls: 2.3330, loss: 2.3330, grad_norm: 2.1481 2020-07-25 09:26:12,302 - mmaction - INFO - Epoch [198][300/940] lr: 7.526e-02, eta: 12:23:38, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4738, top5_acc: 0.7121, loss_cls: 2.3425, loss: 2.3425, grad_norm: 2.0896 2020-07-25 09:26:25,282 - mmaction - INFO - Epoch [198][320/940] lr: 7.526e-02, eta: 12:23:21, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4766, top5_acc: 0.7119, loss_cls: 2.3027, loss: 2.3027, grad_norm: 2.0693 2020-07-25 09:26:38,212 - mmaction - INFO - Epoch [198][340/940] lr: 7.526e-02, eta: 12:23:03, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4781, top5_acc: 0.7041, loss_cls: 2.3229, loss: 2.3229, grad_norm: 2.1214 2020-07-25 09:26:51,669 - mmaction - INFO - Epoch [198][360/940] lr: 7.526e-02, eta: 12:22:45, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.4689, top5_acc: 0.7096, loss_cls: 2.3493, loss: 2.3493, grad_norm: 2.1260 2020-07-25 09:27:04,807 - mmaction - INFO - Epoch [198][380/940] lr: 7.526e-02, eta: 12:22:27, time: 0.657, data_time: 0.002, memory: 9569, top1_acc: 0.4613, top5_acc: 0.7043, loss_cls: 2.3613, loss: 2.3613, grad_norm: 2.1325 2020-07-25 09:27:17,830 - mmaction - INFO - Epoch [198][400/940] lr: 7.526e-02, eta: 12:22:09, time: 0.651, data_time: 0.004, memory: 9569, top1_acc: 0.4717, top5_acc: 0.7119, loss_cls: 2.3380, loss: 2.3380, grad_norm: 2.1412 2020-07-25 09:27:30,736 - mmaction - INFO - Epoch [198][420/940] lr: 7.526e-02, eta: 12:21:51, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4697, top5_acc: 0.7063, loss_cls: 2.3304, loss: 2.3304, grad_norm: 2.1297 2020-07-25 09:27:43,995 - mmaction - INFO - Epoch [198][440/940] lr: 7.526e-02, eta: 12:21:33, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.4672, top5_acc: 0.7154, loss_cls: 2.3268, loss: 2.3268, grad_norm: 2.1223 2020-07-25 09:27:57,120 - mmaction - INFO - Epoch [198][460/940] lr: 7.526e-02, eta: 12:21:15, time: 0.656, data_time: 0.003, memory: 9569, top1_acc: 0.4758, top5_acc: 0.7215, loss_cls: 2.2811, loss: 2.2811, grad_norm: 2.1009 2020-07-25 09:28:11,005 - mmaction - INFO - Epoch [198][480/940] lr: 7.526e-02, eta: 12:20:58, time: 0.695, data_time: 0.002, memory: 9569, top1_acc: 0.4697, top5_acc: 0.7166, loss_cls: 2.3286, loss: 2.3286, grad_norm: 2.1280 2020-07-25 09:28:24,017 - mmaction - INFO - Epoch [198][500/940] lr: 7.526e-02, eta: 12:20:40, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4570, top5_acc: 0.7010, loss_cls: 2.3751, loss: 2.3751, grad_norm: 2.1472 2020-07-25 09:28:36,964 - mmaction - INFO - Epoch [198][520/940] lr: 7.526e-02, eta: 12:20:22, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4598, top5_acc: 0.7092, loss_cls: 2.3591, loss: 2.3591, grad_norm: 2.1135 2020-07-25 09:28:50,239 - mmaction - INFO - Epoch [198][540/940] lr: 7.526e-02, eta: 12:20:04, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.4781, top5_acc: 0.7191, loss_cls: 2.2769, loss: 2.2769, grad_norm: 2.0790 2020-07-25 09:29:03,135 - mmaction - INFO - Epoch [198][560/940] lr: 7.526e-02, eta: 12:19:46, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4650, top5_acc: 0.6980, loss_cls: 2.3835, loss: 2.3835, grad_norm: 2.1429 2020-07-25 09:29:16,083 - mmaction - INFO - Epoch [198][580/940] lr: 7.526e-02, eta: 12:19:28, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4648, top5_acc: 0.7084, loss_cls: 2.3775, loss: 2.3775, grad_norm: 2.0880 2020-07-25 09:29:29,062 - mmaction - INFO - Epoch [198][600/940] lr: 7.526e-02, eta: 12:19:10, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4699, top5_acc: 0.6980, loss_cls: 2.3768, loss: 2.3768, grad_norm: 2.0994 2020-07-25 09:29:42,002 - mmaction - INFO - Epoch [198][620/940] lr: 7.526e-02, eta: 12:18:53, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4701, top5_acc: 0.7084, loss_cls: 2.3261, loss: 2.3261, grad_norm: 2.0903 2020-07-25 09:29:54,902 - mmaction - INFO - Epoch [198][640/940] lr: 7.526e-02, eta: 12:18:35, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4633, top5_acc: 0.7020, loss_cls: 2.3438, loss: 2.3438, grad_norm: 2.1407 2020-07-25 09:30:07,855 - mmaction - INFO - Epoch [198][660/940] lr: 7.526e-02, eta: 12:18:17, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4617, top5_acc: 0.7107, loss_cls: 2.3319, loss: 2.3319, grad_norm: 2.1045 2020-07-25 09:30:20,896 - mmaction - INFO - Epoch [198][680/940] lr: 7.526e-02, eta: 12:17:59, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.4568, top5_acc: 0.6900, loss_cls: 2.4016, loss: 2.4016, grad_norm: 2.1486 2020-07-25 09:30:33,936 - mmaction - INFO - Epoch [198][700/940] lr: 7.526e-02, eta: 12:17:41, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.4695, top5_acc: 0.6988, loss_cls: 2.3485, loss: 2.3485, grad_norm: 2.0850 2020-07-25 09:30:46,998 - mmaction - INFO - Epoch [198][720/940] lr: 7.526e-02, eta: 12:17:23, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.4736, top5_acc: 0.7176, loss_cls: 2.2864, loss: 2.2864, grad_norm: 2.0945 2020-07-25 09:31:00,101 - mmaction - INFO - Epoch [198][740/940] lr: 7.526e-02, eta: 12:17:05, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.4754, top5_acc: 0.7125, loss_cls: 2.3203, loss: 2.3203, grad_norm: 2.1285 2020-07-25 09:31:13,640 - mmaction - INFO - Epoch [198][760/940] lr: 7.526e-02, eta: 12:16:47, time: 0.677, data_time: 0.008, memory: 9569, top1_acc: 0.4713, top5_acc: 0.7092, loss_cls: 2.3498, loss: 2.3498, grad_norm: 2.1385 2020-07-25 09:31:26,595 - mmaction - INFO - Epoch [198][780/940] lr: 7.526e-02, eta: 12:16:30, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4727, top5_acc: 0.7096, loss_cls: 2.3311, loss: 2.3311, grad_norm: 2.1261 2020-07-25 09:31:39,859 - mmaction - INFO - Epoch [198][800/940] lr: 7.526e-02, eta: 12:16:12, time: 0.664, data_time: 0.003, memory: 9569, top1_acc: 0.4697, top5_acc: 0.7088, loss_cls: 2.3426, loss: 2.3426, grad_norm: 2.1408 2020-07-25 09:31:52,814 - mmaction - INFO - Epoch [198][820/940] lr: 7.526e-02, eta: 12:15:54, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4631, top5_acc: 0.7059, loss_cls: 2.3183, loss: 2.3183, grad_norm: 2.1312 2020-07-25 09:32:06,331 - mmaction - INFO - Epoch [198][840/940] lr: 7.526e-02, eta: 12:15:36, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.4656, top5_acc: 0.7104, loss_cls: 2.3488, loss: 2.3488, grad_norm: 2.1261 2020-07-25 09:32:19,941 - mmaction - INFO - Epoch [198][860/940] lr: 7.526e-02, eta: 12:15:19, time: 0.681, data_time: 0.002, memory: 9569, top1_acc: 0.4582, top5_acc: 0.6984, loss_cls: 2.3889, loss: 2.3889, grad_norm: 2.1149 2020-07-25 09:32:32,848 - mmaction - INFO - Epoch [198][880/940] lr: 7.526e-02, eta: 12:15:01, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4730, top5_acc: 0.7061, loss_cls: 2.3314, loss: 2.3314, grad_norm: 2.1084 2020-07-25 09:32:46,371 - mmaction - INFO - Epoch [198][900/940] lr: 7.526e-02, eta: 12:14:43, time: 0.676, data_time: 0.001, memory: 9569, top1_acc: 0.4625, top5_acc: 0.7100, loss_cls: 2.3430, loss: 2.3430, grad_norm: 2.1305 2020-07-25 09:32:59,627 - mmaction - INFO - Epoch [198][920/940] lr: 7.526e-02, eta: 12:14:25, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.4613, top5_acc: 0.7023, loss_cls: 2.3874, loss: 2.3874, grad_norm: 2.0988 2020-07-25 09:33:11,889 - mmaction - INFO - Epoch [198][940/940] lr: 7.526e-02, eta: 12:14:07, time: 0.614, data_time: 0.002, memory: 9569, top1_acc: 0.4623, top5_acc: 0.7062, loss_cls: 2.3601, loss: 2.3601, grad_norm: 2.1513 2020-07-25 09:35:35,532 - mmaction - INFO - Epoch [199][20/940] lr: 7.284e-02, eta: 12:14:58, time: 6.905, data_time: 5.420, memory: 9569, top1_acc: 0.4795, top5_acc: 0.7125, loss_cls: 2.2802, loss: 2.2802, grad_norm: 2.0652 2020-07-25 09:35:48,325 - mmaction - INFO - Epoch [199][40/940] lr: 7.284e-02, eta: 12:14:40, time: 0.639, data_time: 0.001, memory: 9569, top1_acc: 0.4781, top5_acc: 0.7133, loss_cls: 2.3080, loss: 2.3080, grad_norm: 2.1090 2020-07-25 09:36:01,187 - mmaction - INFO - Epoch [199][60/940] lr: 7.284e-02, eta: 12:14:22, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4699, top5_acc: 0.7184, loss_cls: 2.3296, loss: 2.3296, grad_norm: 2.1533 2020-07-25 09:36:14,014 - mmaction - INFO - Epoch [199][80/940] lr: 7.284e-02, eta: 12:14:04, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.4750, top5_acc: 0.7148, loss_cls: 2.2843, loss: 2.2843, grad_norm: 2.0939 2020-07-25 09:36:27,433 - mmaction - INFO - Epoch [199][100/940] lr: 7.284e-02, eta: 12:13:46, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.4533, top5_acc: 0.6998, loss_cls: 2.3772, loss: 2.3772, grad_norm: 2.1331 2020-07-25 09:36:40,266 - mmaction - INFO - Epoch [199][120/940] lr: 7.284e-02, eta: 12:13:28, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.4760, top5_acc: 0.7121, loss_cls: 2.3116, loss: 2.3116, grad_norm: 2.0986 2020-07-25 09:36:53,929 - mmaction - INFO - Epoch [199][140/940] lr: 7.284e-02, eta: 12:13:10, time: 0.682, data_time: 0.001, memory: 9569, top1_acc: 0.4826, top5_acc: 0.7164, loss_cls: 2.2645, loss: 2.2645, grad_norm: 2.0950 2020-07-25 09:37:06,827 - mmaction - INFO - Epoch [199][160/940] lr: 7.284e-02, eta: 12:12:52, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4777, top5_acc: 0.7113, loss_cls: 2.3137, loss: 2.3137, grad_norm: 2.0882 2020-07-25 09:37:20,254 - mmaction - INFO - Epoch [199][180/940] lr: 7.284e-02, eta: 12:12:35, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.4816, top5_acc: 0.7098, loss_cls: 2.2862, loss: 2.2862, grad_norm: 2.1325 2020-07-25 09:37:33,238 - mmaction - INFO - Epoch [199][200/940] lr: 7.284e-02, eta: 12:12:17, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4863, top5_acc: 0.7209, loss_cls: 2.2571, loss: 2.2571, grad_norm: 2.1267 2020-07-25 09:37:46,265 - mmaction - INFO - Epoch [199][220/940] lr: 7.284e-02, eta: 12:11:59, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.4643, top5_acc: 0.7035, loss_cls: 2.3650, loss: 2.3650, grad_norm: 2.1762 2020-07-25 09:37:59,196 - mmaction - INFO - Epoch [199][240/940] lr: 7.284e-02, eta: 12:11:41, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.4615, top5_acc: 0.7086, loss_cls: 2.3483, loss: 2.3483, grad_norm: 2.1246 2020-07-25 09:38:12,398 - mmaction - INFO - Epoch [199][260/940] lr: 7.284e-02, eta: 12:11:23, time: 0.660, data_time: 0.001, memory: 9569, top1_acc: 0.4691, top5_acc: 0.7143, loss_cls: 2.3123, loss: 2.3123, grad_norm: 2.1580 2020-07-25 09:38:25,257 - mmaction - INFO - Epoch [199][280/940] lr: 7.284e-02, eta: 12:11:05, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4727, top5_acc: 0.7117, loss_cls: 2.3316, loss: 2.3316, grad_norm: 2.1715 2020-07-25 09:38:39,127 - mmaction - INFO - Epoch [199][300/940] lr: 7.284e-02, eta: 12:10:48, time: 0.693, data_time: 0.001, memory: 9569, top1_acc: 0.4789, top5_acc: 0.7178, loss_cls: 2.2901, loss: 2.2901, grad_norm: 2.1577 2020-07-25 09:38:52,435 - mmaction - INFO - Epoch [199][320/940] lr: 7.284e-02, eta: 12:10:30, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.4703, top5_acc: 0.7141, loss_cls: 2.3167, loss: 2.3167, grad_norm: 2.1328 2020-07-25 09:39:05,810 - mmaction - INFO - Epoch [199][340/940] lr: 7.284e-02, eta: 12:10:12, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.4826, top5_acc: 0.7115, loss_cls: 2.3281, loss: 2.3281, grad_norm: 2.1291 2020-07-25 09:39:18,681 - mmaction - INFO - Epoch [199][360/940] lr: 7.284e-02, eta: 12:09:54, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4740, top5_acc: 0.7094, loss_cls: 2.3158, loss: 2.3158, grad_norm: 2.1570 2020-07-25 09:39:31,545 - mmaction - INFO - Epoch [199][380/940] lr: 7.284e-02, eta: 12:09:36, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4691, top5_acc: 0.7055, loss_cls: 2.3494, loss: 2.3494, grad_norm: 2.1198 2020-07-25 09:39:44,453 - mmaction - INFO - Epoch [199][400/940] lr: 7.284e-02, eta: 12:09:18, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4809, top5_acc: 0.7188, loss_cls: 2.3050, loss: 2.3050, grad_norm: 2.1259 2020-07-25 09:39:57,362 - mmaction - INFO - Epoch [199][420/940] lr: 7.284e-02, eta: 12:09:01, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4688, top5_acc: 0.7080, loss_cls: 2.3497, loss: 2.3497, grad_norm: 2.1550 2020-07-25 09:40:10,405 - mmaction - INFO - Epoch [199][440/940] lr: 7.284e-02, eta: 12:08:43, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.4818, top5_acc: 0.7135, loss_cls: 2.2983, loss: 2.2983, grad_norm: 2.0954 2020-07-25 09:40:23,296 - mmaction - INFO - Epoch [199][460/940] lr: 7.284e-02, eta: 12:08:25, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4799, top5_acc: 0.7061, loss_cls: 2.3448, loss: 2.3448, grad_norm: 2.1524 2020-07-25 09:40:36,247 - mmaction - INFO - Epoch [199][480/940] lr: 7.284e-02, eta: 12:08:07, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4777, top5_acc: 0.7209, loss_cls: 2.3087, loss: 2.3087, grad_norm: 2.1554 2020-07-25 09:40:49,261 - mmaction - INFO - Epoch [199][500/940] lr: 7.284e-02, eta: 12:07:49, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.4596, top5_acc: 0.7102, loss_cls: 2.3392, loss: 2.3392, grad_norm: 2.1555 2020-07-25 09:41:02,174 - mmaction - INFO - Epoch [199][520/940] lr: 7.284e-02, eta: 12:07:31, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4736, top5_acc: 0.7008, loss_cls: 2.3615, loss: 2.3615, grad_norm: 2.1537 2020-07-25 09:41:15,472 - mmaction - INFO - Epoch [199][540/940] lr: 7.284e-02, eta: 12:07:13, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.4752, top5_acc: 0.7115, loss_cls: 2.3326, loss: 2.3326, grad_norm: 2.1150 2020-07-25 09:41:28,607 - mmaction - INFO - Epoch [199][560/940] lr: 7.284e-02, eta: 12:06:56, time: 0.657, data_time: 0.001, memory: 9569, top1_acc: 0.4750, top5_acc: 0.7154, loss_cls: 2.2850, loss: 2.2850, grad_norm: 2.1518 2020-07-25 09:41:41,898 - mmaction - INFO - Epoch [199][580/940] lr: 7.284e-02, eta: 12:06:38, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.4793, top5_acc: 0.7117, loss_cls: 2.2998, loss: 2.2998, grad_norm: 2.1290 2020-07-25 09:41:54,780 - mmaction - INFO - Epoch [199][600/940] lr: 7.284e-02, eta: 12:06:20, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4666, top5_acc: 0.7076, loss_cls: 2.3491, loss: 2.3491, grad_norm: 2.1567 2020-07-25 09:42:07,775 - mmaction - INFO - Epoch [199][620/940] lr: 7.284e-02, eta: 12:06:02, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.4727, top5_acc: 0.7145, loss_cls: 2.3152, loss: 2.3152, grad_norm: 2.1682 2020-07-25 09:42:21,124 - mmaction - INFO - Epoch [199][640/940] lr: 7.284e-02, eta: 12:05:44, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.4615, top5_acc: 0.7127, loss_cls: 2.3218, loss: 2.3218, grad_norm: 2.1421 2020-07-25 09:42:34,042 - mmaction - INFO - Epoch [199][660/940] lr: 7.284e-02, eta: 12:05:26, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4521, top5_acc: 0.6943, loss_cls: 2.4030, loss: 2.4030, grad_norm: 2.1810 2020-07-25 09:42:46,902 - mmaction - INFO - Epoch [199][680/940] lr: 7.284e-02, eta: 12:05:08, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4701, top5_acc: 0.7104, loss_cls: 2.3144, loss: 2.3144, grad_norm: 2.1349 2020-07-25 09:42:59,873 - mmaction - INFO - Epoch [199][700/940] lr: 7.284e-02, eta: 12:04:51, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4865, top5_acc: 0.7148, loss_cls: 2.2998, loss: 2.2998, grad_norm: 2.1211 2020-07-25 09:43:12,958 - mmaction - INFO - Epoch [199][720/940] lr: 7.284e-02, eta: 12:04:33, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.4760, top5_acc: 0.7053, loss_cls: 2.3427, loss: 2.3427, grad_norm: 2.1139 2020-07-25 09:43:26,909 - mmaction - INFO - Epoch [199][740/940] lr: 7.284e-02, eta: 12:04:15, time: 0.698, data_time: 0.001, memory: 9569, top1_acc: 0.4695, top5_acc: 0.7131, loss_cls: 2.3370, loss: 2.3370, grad_norm: 2.1267 2020-07-25 09:43:39,817 - mmaction - INFO - Epoch [199][760/940] lr: 7.284e-02, eta: 12:03:58, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4762, top5_acc: 0.7201, loss_cls: 2.3158, loss: 2.3158, grad_norm: 2.1347 2020-07-25 09:43:53,211 - mmaction - INFO - Epoch [199][780/940] lr: 7.284e-02, eta: 12:03:40, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.4793, top5_acc: 0.7219, loss_cls: 2.2787, loss: 2.2787, grad_norm: 2.1436 2020-07-25 09:44:06,150 - mmaction - INFO - Epoch [199][800/940] lr: 7.284e-02, eta: 12:03:22, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4605, top5_acc: 0.7008, loss_cls: 2.3656, loss: 2.3656, grad_norm: 2.1326 2020-07-25 09:44:19,025 - mmaction - INFO - Epoch [199][820/940] lr: 7.284e-02, eta: 12:03:04, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.4699, top5_acc: 0.6994, loss_cls: 2.3711, loss: 2.3711, grad_norm: 2.1395 2020-07-25 09:44:32,071 - mmaction - INFO - Epoch [199][840/940] lr: 7.284e-02, eta: 12:02:46, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.4713, top5_acc: 0.7070, loss_cls: 2.3323, loss: 2.3323, grad_norm: 2.1563 2020-07-25 09:44:45,589 - mmaction - INFO - Epoch [199][860/940] lr: 7.284e-02, eta: 12:02:29, time: 0.675, data_time: 0.001, memory: 9569, top1_acc: 0.4789, top5_acc: 0.7154, loss_cls: 2.3197, loss: 2.3197, grad_norm: 2.1377 2020-07-25 09:44:58,489 - mmaction - INFO - Epoch [199][880/940] lr: 7.284e-02, eta: 12:02:11, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4750, top5_acc: 0.7150, loss_cls: 2.3380, loss: 2.3380, grad_norm: 2.1476 2020-07-25 09:45:11,378 - mmaction - INFO - Epoch [199][900/940] lr: 7.284e-02, eta: 12:01:53, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4680, top5_acc: 0.6965, loss_cls: 2.3879, loss: 2.3879, grad_norm: 2.1473 2020-07-25 09:45:24,331 - mmaction - INFO - Epoch [199][920/940] lr: 7.284e-02, eta: 12:01:35, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4756, top5_acc: 0.7207, loss_cls: 2.2961, loss: 2.2961, grad_norm: 2.1307 2020-07-25 09:45:36,551 - mmaction - INFO - Epoch [199][940/940] lr: 7.284e-02, eta: 12:01:17, time: 0.610, data_time: 0.001, memory: 9569, top1_acc: 0.4643, top5_acc: 0.7058, loss_cls: 2.3535, loss: 2.3535, grad_norm: 2.2086 2020-07-25 09:47:49,277 - mmaction - INFO - Epoch [200][20/940] lr: 7.045e-02, eta: 12:02:00, time: 6.421, data_time: 5.769, memory: 9569, top1_acc: 0.4762, top5_acc: 0.7178, loss_cls: 2.2938, loss: 2.2938, grad_norm: 2.1396 2020-07-25 09:48:02,460 - mmaction - INFO - Epoch [200][40/940] lr: 7.045e-02, eta: 12:01:43, time: 0.659, data_time: 0.001, memory: 9569, top1_acc: 0.4777, top5_acc: 0.7162, loss_cls: 2.2990, loss: 2.2990, grad_norm: 2.1277 2020-07-25 09:48:15,741 - mmaction - INFO - Epoch [200][60/940] lr: 7.045e-02, eta: 12:01:25, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.4727, top5_acc: 0.7078, loss_cls: 2.3232, loss: 2.3232, grad_norm: 2.1670 2020-07-25 09:48:28,708 - mmaction - INFO - Epoch [200][80/940] lr: 7.045e-02, eta: 12:01:07, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.4773, top5_acc: 0.7213, loss_cls: 2.2820, loss: 2.2820, grad_norm: 2.1141 2020-07-25 09:48:41,880 - mmaction - INFO - Epoch [200][100/940] lr: 7.045e-02, eta: 12:00:49, time: 0.660, data_time: 0.003, memory: 9569, top1_acc: 0.4791, top5_acc: 0.7166, loss_cls: 2.2791, loss: 2.2791, grad_norm: 2.1624 2020-07-25 09:48:54,778 - mmaction - INFO - Epoch [200][120/940] lr: 7.045e-02, eta: 12:00:31, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4771, top5_acc: 0.7064, loss_cls: 2.3138, loss: 2.3138, grad_norm: 2.1366 2020-07-25 09:49:07,731 - mmaction - INFO - Epoch [200][140/940] lr: 7.045e-02, eta: 12:00:14, time: 0.648, data_time: 0.004, memory: 9569, top1_acc: 0.4871, top5_acc: 0.7172, loss_cls: 2.2876, loss: 2.2876, grad_norm: 2.1448 2020-07-25 09:49:20,615 - mmaction - INFO - Epoch [200][160/940] lr: 7.045e-02, eta: 11:59:56, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4793, top5_acc: 0.7254, loss_cls: 2.2550, loss: 2.2550, grad_norm: 2.1662 2020-07-25 09:49:33,540 - mmaction - INFO - Epoch [200][180/940] lr: 7.045e-02, eta: 11:59:38, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4754, top5_acc: 0.7178, loss_cls: 2.2664, loss: 2.2664, grad_norm: 2.1483 2020-07-25 09:49:46,577 - mmaction - INFO - Epoch [200][200/940] lr: 7.045e-02, eta: 11:59:20, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.4744, top5_acc: 0.7150, loss_cls: 2.3048, loss: 2.3048, grad_norm: 2.1491 2020-07-25 09:49:59,467 - mmaction - INFO - Epoch [200][220/940] lr: 7.045e-02, eta: 11:59:02, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4814, top5_acc: 0.7205, loss_cls: 2.2749, loss: 2.2749, grad_norm: 2.1471 2020-07-25 09:50:12,318 - mmaction - INFO - Epoch [200][240/940] lr: 7.045e-02, eta: 11:58:44, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4764, top5_acc: 0.7248, loss_cls: 2.2799, loss: 2.2799, grad_norm: 2.1821 2020-07-25 09:50:25,361 - mmaction - INFO - Epoch [200][260/940] lr: 7.045e-02, eta: 11:58:26, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.4771, top5_acc: 0.7096, loss_cls: 2.3373, loss: 2.3373, grad_norm: 2.1449 2020-07-25 09:50:38,333 - mmaction - INFO - Epoch [200][280/940] lr: 7.045e-02, eta: 11:58:08, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4793, top5_acc: 0.7168, loss_cls: 2.2821, loss: 2.2821, grad_norm: 2.1622 2020-07-25 09:50:51,338 - mmaction - INFO - Epoch [200][300/940] lr: 7.045e-02, eta: 11:57:51, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4793, top5_acc: 0.7096, loss_cls: 2.3282, loss: 2.3282, grad_norm: 2.1820 2020-07-25 09:51:04,267 - mmaction - INFO - Epoch [200][320/940] lr: 7.045e-02, eta: 11:57:33, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4719, top5_acc: 0.7199, loss_cls: 2.3005, loss: 2.3005, grad_norm: 2.1940 2020-07-25 09:51:17,237 - mmaction - INFO - Epoch [200][340/940] lr: 7.045e-02, eta: 11:57:15, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4799, top5_acc: 0.7131, loss_cls: 2.3096, loss: 2.3096, grad_norm: 2.1386 2020-07-25 09:51:30,307 - mmaction - INFO - Epoch [200][360/940] lr: 7.045e-02, eta: 11:56:57, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.4770, top5_acc: 0.7125, loss_cls: 2.2905, loss: 2.2905, grad_norm: 2.1489 2020-07-25 09:51:43,929 - mmaction - INFO - Epoch [200][380/940] lr: 7.045e-02, eta: 11:56:39, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.4859, top5_acc: 0.7248, loss_cls: 2.2364, loss: 2.2364, grad_norm: 2.1782 2020-07-25 09:51:56,872 - mmaction - INFO - Epoch [200][400/940] lr: 7.045e-02, eta: 11:56:22, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4666, top5_acc: 0.7146, loss_cls: 2.3215, loss: 2.3215, grad_norm: 2.1816 2020-07-25 09:52:09,769 - mmaction - INFO - Epoch [200][420/940] lr: 7.045e-02, eta: 11:56:04, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4721, top5_acc: 0.7166, loss_cls: 2.3000, loss: 2.3000, grad_norm: 2.1579 2020-07-25 09:52:22,714 - mmaction - INFO - Epoch [200][440/940] lr: 7.045e-02, eta: 11:55:46, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4768, top5_acc: 0.7139, loss_cls: 2.3044, loss: 2.3044, grad_norm: 2.1476 2020-07-25 09:52:35,788 - mmaction - INFO - Epoch [200][460/940] lr: 7.045e-02, eta: 11:55:28, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.4668, top5_acc: 0.7154, loss_cls: 2.3413, loss: 2.3413, grad_norm: 2.1503 2020-07-25 09:52:48,683 - mmaction - INFO - Epoch [200][480/940] lr: 7.045e-02, eta: 11:55:10, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4840, top5_acc: 0.7283, loss_cls: 2.2568, loss: 2.2568, grad_norm: 2.1268 2020-07-25 09:53:01,542 - mmaction - INFO - Epoch [200][500/940] lr: 7.045e-02, eta: 11:54:52, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.4779, top5_acc: 0.7039, loss_cls: 2.3480, loss: 2.3480, grad_norm: 2.1903 2020-07-25 09:53:14,620 - mmaction - INFO - Epoch [200][520/940] lr: 7.045e-02, eta: 11:54:35, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.4762, top5_acc: 0.7197, loss_cls: 2.3151, loss: 2.3151, grad_norm: 2.1843 2020-07-25 09:53:27,509 - mmaction - INFO - Epoch [200][540/940] lr: 7.045e-02, eta: 11:54:17, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4809, top5_acc: 0.7152, loss_cls: 2.3058, loss: 2.3058, grad_norm: 2.1377 2020-07-25 09:53:40,419 - mmaction - INFO - Epoch [200][560/940] lr: 7.045e-02, eta: 11:53:59, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4711, top5_acc: 0.7203, loss_cls: 2.3117, loss: 2.3117, grad_norm: 2.1810 2020-07-25 09:53:53,376 - mmaction - INFO - Epoch [200][580/940] lr: 7.045e-02, eta: 11:53:41, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4814, top5_acc: 0.7180, loss_cls: 2.2798, loss: 2.2798, grad_norm: 2.1542 2020-07-25 09:54:06,701 - mmaction - INFO - Epoch [200][600/940] lr: 7.045e-02, eta: 11:53:23, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.4721, top5_acc: 0.7154, loss_cls: 2.3051, loss: 2.3051, grad_norm: 2.1627 2020-07-25 09:54:19,612 - mmaction - INFO - Epoch [200][620/940] lr: 7.045e-02, eta: 11:53:05, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4771, top5_acc: 0.7061, loss_cls: 2.3098, loss: 2.3098, grad_norm: 2.1813 2020-07-25 09:54:32,611 - mmaction - INFO - Epoch [200][640/940] lr: 7.045e-02, eta: 11:52:48, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.4654, top5_acc: 0.7104, loss_cls: 2.3521, loss: 2.3521, grad_norm: 2.1923 2020-07-25 09:54:45,551 - mmaction - INFO - Epoch [200][660/940] lr: 7.045e-02, eta: 11:52:30, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4736, top5_acc: 0.7201, loss_cls: 2.3176, loss: 2.3176, grad_norm: 2.1757 2020-07-25 09:54:59,437 - mmaction - INFO - Epoch [200][680/940] lr: 7.045e-02, eta: 11:52:12, time: 0.694, data_time: 0.001, memory: 9569, top1_acc: 0.4848, top5_acc: 0.7104, loss_cls: 2.3059, loss: 2.3059, grad_norm: 2.1902 2020-07-25 09:55:12,350 - mmaction - INFO - Epoch [200][700/940] lr: 7.045e-02, eta: 11:51:55, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4807, top5_acc: 0.7104, loss_cls: 2.3056, loss: 2.3056, grad_norm: 2.1580 2020-07-25 09:55:25,535 - mmaction - INFO - Epoch [200][720/940] lr: 7.045e-02, eta: 11:51:37, time: 0.660, data_time: 0.002, memory: 9569, top1_acc: 0.4682, top5_acc: 0.7014, loss_cls: 2.3924, loss: 2.3924, grad_norm: 2.1721 2020-07-25 09:55:38,919 - mmaction - INFO - Epoch [200][740/940] lr: 7.045e-02, eta: 11:51:19, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.4652, top5_acc: 0.7111, loss_cls: 2.3423, loss: 2.3423, grad_norm: 2.1751 2020-07-25 09:55:51,943 - mmaction - INFO - Epoch [200][760/940] lr: 7.045e-02, eta: 11:51:02, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.4834, top5_acc: 0.7178, loss_cls: 2.2839, loss: 2.2839, grad_norm: 2.1519 2020-07-25 09:56:04,843 - mmaction - INFO - Epoch [200][780/940] lr: 7.045e-02, eta: 11:50:44, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4809, top5_acc: 0.7096, loss_cls: 2.3009, loss: 2.3009, grad_norm: 2.1887 2020-07-25 09:56:17,924 - mmaction - INFO - Epoch [200][800/940] lr: 7.045e-02, eta: 11:50:26, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.4748, top5_acc: 0.7105, loss_cls: 2.3239, loss: 2.3239, grad_norm: 2.2115 2020-07-25 09:56:31,244 - mmaction - INFO - Epoch [200][820/940] lr: 7.045e-02, eta: 11:50:08, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.4734, top5_acc: 0.7123, loss_cls: 2.3398, loss: 2.3398, grad_norm: 2.2113 2020-07-25 09:56:44,146 - mmaction - INFO - Epoch [200][840/940] lr: 7.045e-02, eta: 11:49:50, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4750, top5_acc: 0.7189, loss_cls: 2.2823, loss: 2.2823, grad_norm: 2.1448 2020-07-25 09:56:57,213 - mmaction - INFO - Epoch [200][860/940] lr: 7.045e-02, eta: 11:49:33, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.4742, top5_acc: 0.7111, loss_cls: 2.3059, loss: 2.3059, grad_norm: 2.1544 2020-07-25 09:57:10,460 - mmaction - INFO - Epoch [200][880/940] lr: 7.045e-02, eta: 11:49:15, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.4748, top5_acc: 0.7156, loss_cls: 2.3018, loss: 2.3018, grad_norm: 2.1742 2020-07-25 09:57:23,512 - mmaction - INFO - Epoch [200][900/940] lr: 7.045e-02, eta: 11:48:57, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.4711, top5_acc: 0.7164, loss_cls: 2.3176, loss: 2.3176, grad_norm: 2.2045 2020-07-25 09:57:36,915 - mmaction - INFO - Epoch [200][920/940] lr: 7.045e-02, eta: 11:48:40, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.4713, top5_acc: 0.7098, loss_cls: 2.3427, loss: 2.3427, grad_norm: 2.2033 2020-07-25 09:57:49,111 - mmaction - INFO - Epoch [200][940/940] lr: 7.045e-02, eta: 11:48:22, time: 0.611, data_time: 0.002, memory: 9569, top1_acc: 0.4690, top5_acc: 0.6970, loss_cls: 2.3699, loss: 2.3699, grad_norm: 2.1976 2020-07-25 09:57:52,483 - mmaction - INFO - Saving checkpoint at 200 epochs 2020-07-25 10:00:39,646 - mmaction - INFO - Epoch [201][20/940] lr: 6.810e-02, eta: 11:49:23, time: 8.311, data_time: 6.918, memory: 9569, top1_acc: 0.4855, top5_acc: 0.7256, loss_cls: 2.2421, loss: 2.2421, grad_norm: 2.1410 2020-07-25 10:00:52,505 - mmaction - INFO - Epoch [201][40/940] lr: 6.810e-02, eta: 11:49:05, time: 0.646, data_time: 0.006, memory: 9569, top1_acc: 0.4791, top5_acc: 0.7201, loss_cls: 2.2771, loss: 2.2771, grad_norm: 2.1659 2020-07-25 10:01:05,591 - mmaction - INFO - Epoch [201][60/940] lr: 6.810e-02, eta: 11:48:47, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.4900, top5_acc: 0.7234, loss_cls: 2.2382, loss: 2.2382, grad_norm: 2.1283 2020-07-25 10:01:18,457 - mmaction - INFO - Epoch [201][80/940] lr: 6.810e-02, eta: 11:48:30, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4764, top5_acc: 0.7199, loss_cls: 2.2958, loss: 2.2958, grad_norm: 2.1968 2020-07-25 10:01:31,359 - mmaction - INFO - Epoch [201][100/940] lr: 6.810e-02, eta: 11:48:12, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4861, top5_acc: 0.7271, loss_cls: 2.2411, loss: 2.2411, grad_norm: 2.1856 2020-07-25 10:01:44,269 - mmaction - INFO - Epoch [201][120/940] lr: 6.810e-02, eta: 11:47:54, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4795, top5_acc: 0.7211, loss_cls: 2.2768, loss: 2.2768, grad_norm: 2.1939 2020-07-25 10:01:57,157 - mmaction - INFO - Epoch [201][140/940] lr: 6.810e-02, eta: 11:47:36, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4699, top5_acc: 0.7154, loss_cls: 2.3010, loss: 2.3010, grad_norm: 2.2087 2020-07-25 10:02:10,034 - mmaction - INFO - Epoch [201][160/940] lr: 6.810e-02, eta: 11:47:18, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4750, top5_acc: 0.7184, loss_cls: 2.2691, loss: 2.2691, grad_norm: 2.1275 2020-07-25 10:02:22,921 - mmaction - INFO - Epoch [201][180/940] lr: 6.810e-02, eta: 11:47:00, time: 0.644, data_time: 0.003, memory: 9569, top1_acc: 0.4811, top5_acc: 0.7225, loss_cls: 2.2545, loss: 2.2545, grad_norm: 2.1681 2020-07-25 10:02:35,821 - mmaction - INFO - Epoch [201][200/940] lr: 6.810e-02, eta: 11:46:42, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4879, top5_acc: 0.7186, loss_cls: 2.2780, loss: 2.2780, grad_norm: 2.2055 2020-07-25 10:02:48,740 - mmaction - INFO - Epoch [201][220/940] lr: 6.810e-02, eta: 11:46:25, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4756, top5_acc: 0.7164, loss_cls: 2.2919, loss: 2.2919, grad_norm: 2.1875 2020-07-25 10:03:01,667 - mmaction - INFO - Epoch [201][240/940] lr: 6.810e-02, eta: 11:46:07, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4809, top5_acc: 0.7146, loss_cls: 2.3001, loss: 2.3001, grad_norm: 2.1845 2020-07-25 10:03:14,806 - mmaction - INFO - Epoch [201][260/940] lr: 6.810e-02, eta: 11:45:49, time: 0.657, data_time: 0.002, memory: 9569, top1_acc: 0.4725, top5_acc: 0.7152, loss_cls: 2.3068, loss: 2.3068, grad_norm: 2.2081 2020-07-25 10:03:27,803 - mmaction - INFO - Epoch [201][280/940] lr: 6.810e-02, eta: 11:45:31, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.4732, top5_acc: 0.7256, loss_cls: 2.2746, loss: 2.2746, grad_norm: 2.2026 2020-07-25 10:03:41,175 - mmaction - INFO - Epoch [201][300/940] lr: 6.810e-02, eta: 11:45:14, time: 0.668, data_time: 0.003, memory: 9569, top1_acc: 0.4775, top5_acc: 0.7213, loss_cls: 2.2650, loss: 2.2650, grad_norm: 2.1711 2020-07-25 10:03:54,060 - mmaction - INFO - Epoch [201][320/940] lr: 6.810e-02, eta: 11:44:56, time: 0.645, data_time: 0.004, memory: 9569, top1_acc: 0.4787, top5_acc: 0.7100, loss_cls: 2.3044, loss: 2.3044, grad_norm: 2.1961 2020-07-25 10:04:06,957 - mmaction - INFO - Epoch [201][340/940] lr: 6.810e-02, eta: 11:44:38, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4736, top5_acc: 0.7229, loss_cls: 2.3230, loss: 2.3230, grad_norm: 2.2268 2020-07-25 10:04:19,953 - mmaction - INFO - Epoch [201][360/940] lr: 6.810e-02, eta: 11:44:20, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4947, top5_acc: 0.7227, loss_cls: 2.2471, loss: 2.2471, grad_norm: 2.1582 2020-07-25 10:04:33,990 - mmaction - INFO - Epoch [201][380/940] lr: 6.810e-02, eta: 11:44:03, time: 0.701, data_time: 0.002, memory: 9569, top1_acc: 0.4777, top5_acc: 0.7111, loss_cls: 2.3107, loss: 2.3107, grad_norm: 2.2138 2020-07-25 10:04:47,016 - mmaction - INFO - Epoch [201][400/940] lr: 6.810e-02, eta: 11:43:45, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.4777, top5_acc: 0.7266, loss_cls: 2.2471, loss: 2.2471, grad_norm: 2.2067 2020-07-25 10:05:00,645 - mmaction - INFO - Epoch [201][420/940] lr: 6.810e-02, eta: 11:43:28, time: 0.680, data_time: 0.001, memory: 9569, top1_acc: 0.4795, top5_acc: 0.7133, loss_cls: 2.2953, loss: 2.2953, grad_norm: 2.1848 2020-07-25 10:05:13,999 - mmaction - INFO - Epoch [201][440/940] lr: 6.810e-02, eta: 11:43:10, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.4869, top5_acc: 0.7221, loss_cls: 2.2503, loss: 2.2503, grad_norm: 2.1562 2020-07-25 10:05:27,000 - mmaction - INFO - Epoch [201][460/940] lr: 6.810e-02, eta: 11:42:52, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4734, top5_acc: 0.7105, loss_cls: 2.3161, loss: 2.3161, grad_norm: 2.2277 2020-07-25 10:05:40,474 - mmaction - INFO - Epoch [201][480/940] lr: 6.810e-02, eta: 11:42:35, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.4689, top5_acc: 0.7182, loss_cls: 2.3016, loss: 2.3016, grad_norm: 2.1900 2020-07-25 10:05:53,545 - mmaction - INFO - Epoch [201][500/940] lr: 6.810e-02, eta: 11:42:17, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.4705, top5_acc: 0.7115, loss_cls: 2.3069, loss: 2.3069, grad_norm: 2.2043 2020-07-25 10:06:06,682 - mmaction - INFO - Epoch [201][520/940] lr: 6.810e-02, eta: 11:41:59, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.4754, top5_acc: 0.7195, loss_cls: 2.2929, loss: 2.2929, grad_norm: 2.1673 2020-07-25 10:06:19,598 - mmaction - INFO - Epoch [201][540/940] lr: 6.810e-02, eta: 11:41:41, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4820, top5_acc: 0.7248, loss_cls: 2.2704, loss: 2.2704, grad_norm: 2.1984 2020-07-25 10:06:32,515 - mmaction - INFO - Epoch [201][560/940] lr: 6.810e-02, eta: 11:41:24, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4660, top5_acc: 0.7100, loss_cls: 2.3411, loss: 2.3411, grad_norm: 2.1948 2020-07-25 10:06:45,415 - mmaction - INFO - Epoch [201][580/940] lr: 6.810e-02, eta: 11:41:06, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4793, top5_acc: 0.7166, loss_cls: 2.2998, loss: 2.2998, grad_norm: 2.1896 2020-07-25 10:06:58,389 - mmaction - INFO - Epoch [201][600/940] lr: 6.810e-02, eta: 11:40:48, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.4693, top5_acc: 0.7135, loss_cls: 2.3202, loss: 2.3202, grad_norm: 2.1948 2020-07-25 10:07:11,389 - mmaction - INFO - Epoch [201][620/940] lr: 6.810e-02, eta: 11:40:30, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4770, top5_acc: 0.7178, loss_cls: 2.3150, loss: 2.3150, grad_norm: 2.2036 2020-07-25 10:07:25,074 - mmaction - INFO - Epoch [201][640/940] lr: 6.810e-02, eta: 11:40:13, time: 0.685, data_time: 0.013, memory: 9569, top1_acc: 0.4832, top5_acc: 0.7182, loss_cls: 2.2769, loss: 2.2769, grad_norm: 2.1562 2020-07-25 10:07:37,995 - mmaction - INFO - Epoch [201][660/940] lr: 6.810e-02, eta: 11:39:55, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4732, top5_acc: 0.7176, loss_cls: 2.2842, loss: 2.2842, grad_norm: 2.1632 2020-07-25 10:07:50,859 - mmaction - INFO - Epoch [201][680/940] lr: 6.810e-02, eta: 11:39:37, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4789, top5_acc: 0.7234, loss_cls: 2.2890, loss: 2.2890, grad_norm: 2.1777 2020-07-25 10:08:03,792 - mmaction - INFO - Epoch [201][700/940] lr: 6.810e-02, eta: 11:39:19, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4793, top5_acc: 0.7209, loss_cls: 2.2606, loss: 2.2606, grad_norm: 2.1830 2020-07-25 10:08:16,757 - mmaction - INFO - Epoch [201][720/940] lr: 6.810e-02, eta: 11:39:02, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4852, top5_acc: 0.7191, loss_cls: 2.2925, loss: 2.2925, grad_norm: 2.1941 2020-07-25 10:08:30,213 - mmaction - INFO - Epoch [201][740/940] lr: 6.810e-02, eta: 11:38:44, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.4764, top5_acc: 0.7141, loss_cls: 2.3220, loss: 2.3220, grad_norm: 2.2104 2020-07-25 10:08:43,301 - mmaction - INFO - Epoch [201][760/940] lr: 6.810e-02, eta: 11:38:26, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.4723, top5_acc: 0.7229, loss_cls: 2.2854, loss: 2.2854, grad_norm: 2.2139 2020-07-25 10:08:56,666 - mmaction - INFO - Epoch [201][780/940] lr: 6.810e-02, eta: 11:38:09, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.4779, top5_acc: 0.7125, loss_cls: 2.3310, loss: 2.3310, grad_norm: 2.1941 2020-07-25 10:09:10,033 - mmaction - INFO - Epoch [201][800/940] lr: 6.810e-02, eta: 11:37:51, time: 0.669, data_time: 0.004, memory: 9569, top1_acc: 0.4838, top5_acc: 0.7213, loss_cls: 2.2618, loss: 2.2618, grad_norm: 2.2002 2020-07-25 10:09:23,333 - mmaction - INFO - Epoch [201][820/940] lr: 6.810e-02, eta: 11:37:34, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.4684, top5_acc: 0.7082, loss_cls: 2.3445, loss: 2.3445, grad_norm: 2.2191 2020-07-25 10:09:36,561 - mmaction - INFO - Epoch [201][840/940] lr: 6.810e-02, eta: 11:37:16, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.4879, top5_acc: 0.7244, loss_cls: 2.2861, loss: 2.2861, grad_norm: 2.2010 2020-07-25 10:09:49,726 - mmaction - INFO - Epoch [201][860/940] lr: 6.810e-02, eta: 11:36:58, time: 0.658, data_time: 0.009, memory: 9569, top1_acc: 0.4707, top5_acc: 0.7105, loss_cls: 2.3201, loss: 2.3201, grad_norm: 2.2250 2020-07-25 10:10:03,168 - mmaction - INFO - Epoch [201][880/940] lr: 6.810e-02, eta: 11:36:41, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.4811, top5_acc: 0.7189, loss_cls: 2.2909, loss: 2.2909, grad_norm: 2.1930 2020-07-25 10:10:16,223 - mmaction - INFO - Epoch [201][900/940] lr: 6.810e-02, eta: 11:36:23, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.4668, top5_acc: 0.7035, loss_cls: 2.3201, loss: 2.3201, grad_norm: 2.1962 2020-07-25 10:10:29,209 - mmaction - INFO - Epoch [201][920/940] lr: 6.810e-02, eta: 11:36:05, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4689, top5_acc: 0.7098, loss_cls: 2.3507, loss: 2.3507, grad_norm: 2.1941 2020-07-25 10:10:41,849 - mmaction - INFO - Epoch [201][940/940] lr: 6.810e-02, eta: 11:35:47, time: 0.632, data_time: 0.001, memory: 9569, top1_acc: 0.4696, top5_acc: 0.7056, loss_cls: 2.3618, loss: 2.3618, grad_norm: 2.2233 2020-07-25 10:13:09,766 - mmaction - INFO - Epoch [202][20/940] lr: 6.578e-02, eta: 11:36:34, time: 6.997, data_time: 6.204, memory: 9569, top1_acc: 0.4738, top5_acc: 0.7186, loss_cls: 2.3048, loss: 2.3048, grad_norm: 2.1880 2020-07-25 10:13:23,692 - mmaction - INFO - Epoch [202][40/940] lr: 6.578e-02, eta: 11:36:16, time: 0.697, data_time: 0.002, memory: 9569, top1_acc: 0.4934, top5_acc: 0.7307, loss_cls: 2.2095, loss: 2.2095, grad_norm: 2.1719 2020-07-25 10:13:36,637 - mmaction - INFO - Epoch [202][60/940] lr: 6.578e-02, eta: 11:35:59, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4854, top5_acc: 0.7271, loss_cls: 2.2379, loss: 2.2379, grad_norm: 2.1654 2020-07-25 10:13:49,483 - mmaction - INFO - Epoch [202][80/940] lr: 6.578e-02, eta: 11:35:41, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.4871, top5_acc: 0.7230, loss_cls: 2.2420, loss: 2.2420, grad_norm: 2.2197 2020-07-25 10:14:02,357 - mmaction - INFO - Epoch [202][100/940] lr: 6.578e-02, eta: 11:35:23, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4926, top5_acc: 0.7215, loss_cls: 2.2583, loss: 2.2583, grad_norm: 2.2041 2020-07-25 10:14:15,260 - mmaction - INFO - Epoch [202][120/940] lr: 6.578e-02, eta: 11:35:05, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4936, top5_acc: 0.7281, loss_cls: 2.2045, loss: 2.2045, grad_norm: 2.1729 2020-07-25 10:14:28,205 - mmaction - INFO - Epoch [202][140/940] lr: 6.578e-02, eta: 11:34:47, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4867, top5_acc: 0.7238, loss_cls: 2.2505, loss: 2.2505, grad_norm: 2.2257 2020-07-25 10:14:41,151 - mmaction - INFO - Epoch [202][160/940] lr: 6.578e-02, eta: 11:34:29, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4879, top5_acc: 0.7279, loss_cls: 2.2284, loss: 2.2284, grad_norm: 2.2428 2020-07-25 10:14:54,076 - mmaction - INFO - Epoch [202][180/940] lr: 6.578e-02, eta: 11:34:12, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4822, top5_acc: 0.7223, loss_cls: 2.2423, loss: 2.2423, grad_norm: 2.1871 2020-07-25 10:15:07,169 - mmaction - INFO - Epoch [202][200/940] lr: 6.578e-02, eta: 11:33:54, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.4852, top5_acc: 0.7287, loss_cls: 2.2555, loss: 2.2555, grad_norm: 2.2016 2020-07-25 10:15:20,213 - mmaction - INFO - Epoch [202][220/940] lr: 6.578e-02, eta: 11:33:36, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.4736, top5_acc: 0.7211, loss_cls: 2.2815, loss: 2.2815, grad_norm: 2.2057 2020-07-25 10:15:33,191 - mmaction - INFO - Epoch [202][240/940] lr: 6.578e-02, eta: 11:33:18, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4896, top5_acc: 0.7193, loss_cls: 2.2551, loss: 2.2551, grad_norm: 2.1994 2020-07-25 10:15:46,624 - mmaction - INFO - Epoch [202][260/940] lr: 6.578e-02, eta: 11:33:01, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.4854, top5_acc: 0.7186, loss_cls: 2.2664, loss: 2.2664, grad_norm: 2.2267 2020-07-25 10:15:59,679 - mmaction - INFO - Epoch [202][280/940] lr: 6.578e-02, eta: 11:32:43, time: 0.654, data_time: 0.003, memory: 9569, top1_acc: 0.4680, top5_acc: 0.7121, loss_cls: 2.2954, loss: 2.2954, grad_norm: 2.2498 2020-07-25 10:16:12,522 - mmaction - INFO - Epoch [202][300/940] lr: 6.578e-02, eta: 11:32:25, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.4877, top5_acc: 0.7188, loss_cls: 2.2751, loss: 2.2751, grad_norm: 2.1610 2020-07-25 10:16:25,388 - mmaction - INFO - Epoch [202][320/940] lr: 6.578e-02, eta: 11:32:08, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4877, top5_acc: 0.7188, loss_cls: 2.2868, loss: 2.2868, grad_norm: 2.1986 2020-07-25 10:16:38,267 - mmaction - INFO - Epoch [202][340/940] lr: 6.578e-02, eta: 11:31:50, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4824, top5_acc: 0.7154, loss_cls: 2.2604, loss: 2.2604, grad_norm: 2.1889 2020-07-25 10:16:51,232 - mmaction - INFO - Epoch [202][360/940] lr: 6.578e-02, eta: 11:31:32, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.4697, top5_acc: 0.7131, loss_cls: 2.3302, loss: 2.3302, grad_norm: 2.2380 2020-07-25 10:17:04,146 - mmaction - INFO - Epoch [202][380/940] lr: 6.578e-02, eta: 11:31:14, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4709, top5_acc: 0.7070, loss_cls: 2.3317, loss: 2.3317, grad_norm: 2.2160 2020-07-25 10:17:17,030 - mmaction - INFO - Epoch [202][400/940] lr: 6.578e-02, eta: 11:30:56, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4832, top5_acc: 0.7166, loss_cls: 2.2833, loss: 2.2833, grad_norm: 2.1974 2020-07-25 10:17:30,402 - mmaction - INFO - Epoch [202][420/940] lr: 6.578e-02, eta: 11:30:39, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.4813, top5_acc: 0.7127, loss_cls: 2.2894, loss: 2.2894, grad_norm: 2.2014 2020-07-25 10:17:43,349 - mmaction - INFO - Epoch [202][440/940] lr: 6.578e-02, eta: 11:30:21, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4852, top5_acc: 0.7275, loss_cls: 2.2599, loss: 2.2599, grad_norm: 2.2055 2020-07-25 10:17:56,345 - mmaction - INFO - Epoch [202][460/940] lr: 6.578e-02, eta: 11:30:03, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4844, top5_acc: 0.7266, loss_cls: 2.2587, loss: 2.2587, grad_norm: 2.1891 2020-07-25 10:18:09,209 - mmaction - INFO - Epoch [202][480/940] lr: 6.578e-02, eta: 11:29:46, time: 0.644, data_time: 0.003, memory: 9569, top1_acc: 0.4830, top5_acc: 0.7213, loss_cls: 2.2812, loss: 2.2812, grad_norm: 2.2591 2020-07-25 10:18:22,139 - mmaction - INFO - Epoch [202][500/940] lr: 6.578e-02, eta: 11:29:28, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4721, top5_acc: 0.7146, loss_cls: 2.3208, loss: 2.3208, grad_norm: 2.2435 2020-07-25 10:18:35,059 - mmaction - INFO - Epoch [202][520/940] lr: 6.578e-02, eta: 11:29:10, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4936, top5_acc: 0.7246, loss_cls: 2.2548, loss: 2.2548, grad_norm: 2.1862 2020-07-25 10:18:47,985 - mmaction - INFO - Epoch [202][540/940] lr: 6.578e-02, eta: 11:28:52, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4883, top5_acc: 0.7203, loss_cls: 2.2443, loss: 2.2443, grad_norm: 2.1540 2020-07-25 10:19:00,914 - mmaction - INFO - Epoch [202][560/940] lr: 6.578e-02, eta: 11:28:34, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4809, top5_acc: 0.7107, loss_cls: 2.3144, loss: 2.3144, grad_norm: 2.2290 2020-07-25 10:19:14,032 - mmaction - INFO - Epoch [202][580/940] lr: 6.578e-02, eta: 11:28:17, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.4711, top5_acc: 0.7145, loss_cls: 2.3328, loss: 2.3328, grad_norm: 2.2042 2020-07-25 10:19:27,011 - mmaction - INFO - Epoch [202][600/940] lr: 6.578e-02, eta: 11:27:59, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4855, top5_acc: 0.7201, loss_cls: 2.2718, loss: 2.2718, grad_norm: 2.2182 2020-07-25 10:19:39,939 - mmaction - INFO - Epoch [202][620/940] lr: 6.578e-02, eta: 11:27:41, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4760, top5_acc: 0.7152, loss_cls: 2.3000, loss: 2.3000, grad_norm: 2.2358 2020-07-25 10:19:52,947 - mmaction - INFO - Epoch [202][640/940] lr: 6.578e-02, eta: 11:27:24, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4721, top5_acc: 0.7256, loss_cls: 2.2984, loss: 2.2984, grad_norm: 2.2817 2020-07-25 10:20:05,934 - mmaction - INFO - Epoch [202][660/940] lr: 6.578e-02, eta: 11:27:06, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4770, top5_acc: 0.7123, loss_cls: 2.3166, loss: 2.3166, grad_norm: 2.2468 2020-07-25 10:20:18,849 - mmaction - INFO - Epoch [202][680/940] lr: 6.578e-02, eta: 11:26:48, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4859, top5_acc: 0.7150, loss_cls: 2.2896, loss: 2.2896, grad_norm: 2.1828 2020-07-25 10:20:31,734 - mmaction - INFO - Epoch [202][700/940] lr: 6.578e-02, eta: 11:26:30, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4887, top5_acc: 0.7262, loss_cls: 2.2413, loss: 2.2413, grad_norm: 2.1879 2020-07-25 10:20:44,642 - mmaction - INFO - Epoch [202][720/940] lr: 6.578e-02, eta: 11:26:13, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4871, top5_acc: 0.7289, loss_cls: 2.2461, loss: 2.2461, grad_norm: 2.2063 2020-07-25 10:20:57,527 - mmaction - INFO - Epoch [202][740/940] lr: 6.578e-02, eta: 11:25:55, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4756, top5_acc: 0.7135, loss_cls: 2.2803, loss: 2.2803, grad_norm: 2.1942 2020-07-25 10:21:10,494 - mmaction - INFO - Epoch [202][760/940] lr: 6.578e-02, eta: 11:25:37, time: 0.648, data_time: 0.004, memory: 9569, top1_acc: 0.4797, top5_acc: 0.7152, loss_cls: 2.2891, loss: 2.2891, grad_norm: 2.1911 2020-07-25 10:21:23,383 - mmaction - INFO - Epoch [202][780/940] lr: 6.578e-02, eta: 11:25:19, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4805, top5_acc: 0.7152, loss_cls: 2.2781, loss: 2.2781, grad_norm: 2.1900 2020-07-25 10:21:36,265 - mmaction - INFO - Epoch [202][800/940] lr: 6.578e-02, eta: 11:25:02, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4725, top5_acc: 0.7092, loss_cls: 2.3277, loss: 2.3277, grad_norm: 2.2369 2020-07-25 10:21:49,214 - mmaction - INFO - Epoch [202][820/940] lr: 6.578e-02, eta: 11:24:44, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4814, top5_acc: 0.7268, loss_cls: 2.2679, loss: 2.2679, grad_norm: 2.2435 2020-07-25 10:22:02,302 - mmaction - INFO - Epoch [202][840/940] lr: 6.578e-02, eta: 11:24:26, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.4838, top5_acc: 0.7221, loss_cls: 2.2565, loss: 2.2565, grad_norm: 2.2242 2020-07-25 10:22:15,198 - mmaction - INFO - Epoch [202][860/940] lr: 6.578e-02, eta: 11:24:08, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4734, top5_acc: 0.7143, loss_cls: 2.2997, loss: 2.2997, grad_norm: 2.1930 2020-07-25 10:22:28,136 - mmaction - INFO - Epoch [202][880/940] lr: 6.578e-02, eta: 11:23:51, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4852, top5_acc: 0.7213, loss_cls: 2.2608, loss: 2.2608, grad_norm: 2.1993 2020-07-25 10:22:41,093 - mmaction - INFO - Epoch [202][900/940] lr: 6.578e-02, eta: 11:23:33, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4840, top5_acc: 0.7221, loss_cls: 2.2551, loss: 2.2551, grad_norm: 2.2128 2020-07-25 10:22:53,992 - mmaction - INFO - Epoch [202][920/940] lr: 6.578e-02, eta: 11:23:15, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4930, top5_acc: 0.7295, loss_cls: 2.2335, loss: 2.2335, grad_norm: 2.2250 2020-07-25 10:23:06,209 - mmaction - INFO - Epoch [202][940/940] lr: 6.578e-02, eta: 11:22:57, time: 0.611, data_time: 0.001, memory: 9569, top1_acc: 0.4704, top5_acc: 0.7023, loss_cls: 2.3704, loss: 2.3704, grad_norm: 2.3102 2020-07-25 10:25:40,961 - mmaction - INFO - Epoch [203][20/940] lr: 6.350e-02, eta: 11:23:47, time: 7.492, data_time: 5.296, memory: 9569, top1_acc: 0.4762, top5_acc: 0.7215, loss_cls: 2.2610, loss: 2.2610, grad_norm: 2.2142 2020-07-25 10:25:53,763 - mmaction - INFO - Epoch [203][40/940] lr: 6.350e-02, eta: 11:23:29, time: 0.640, data_time: 0.001, memory: 9569, top1_acc: 0.4904, top5_acc: 0.7311, loss_cls: 2.2232, loss: 2.2232, grad_norm: 2.1873 2020-07-25 10:26:06,586 - mmaction - INFO - Epoch [203][60/940] lr: 6.350e-02, eta: 11:23:11, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.4914, top5_acc: 0.7252, loss_cls: 2.2368, loss: 2.2368, grad_norm: 2.2068 2020-07-25 10:26:19,465 - mmaction - INFO - Epoch [203][80/940] lr: 6.350e-02, eta: 11:22:53, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4836, top5_acc: 0.7311, loss_cls: 2.2218, loss: 2.2218, grad_norm: 2.2332 2020-07-25 10:26:32,407 - mmaction - INFO - Epoch [203][100/940] lr: 6.350e-02, eta: 11:22:35, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4820, top5_acc: 0.7178, loss_cls: 2.2961, loss: 2.2961, grad_norm: 2.2561 2020-07-25 10:26:45,253 - mmaction - INFO - Epoch [203][120/940] lr: 6.350e-02, eta: 11:22:18, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4953, top5_acc: 0.7332, loss_cls: 2.2296, loss: 2.2296, grad_norm: 2.1895 2020-07-25 10:26:58,135 - mmaction - INFO - Epoch [203][140/940] lr: 6.350e-02, eta: 11:22:00, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4879, top5_acc: 0.7283, loss_cls: 2.2603, loss: 2.2603, grad_norm: 2.2767 2020-07-25 10:27:11,016 - mmaction - INFO - Epoch [203][160/940] lr: 6.350e-02, eta: 11:21:42, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4826, top5_acc: 0.7230, loss_cls: 2.2524, loss: 2.2524, grad_norm: 2.2256 2020-07-25 10:27:24,035 - mmaction - INFO - Epoch [203][180/940] lr: 6.350e-02, eta: 11:21:24, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4787, top5_acc: 0.7178, loss_cls: 2.2736, loss: 2.2736, grad_norm: 2.2493 2020-07-25 10:27:37,615 - mmaction - INFO - Epoch [203][200/940] lr: 6.350e-02, eta: 11:21:07, time: 0.679, data_time: 0.015, memory: 9569, top1_acc: 0.4943, top5_acc: 0.7225, loss_cls: 2.2491, loss: 2.2491, grad_norm: 2.1978 2020-07-25 10:27:50,867 - mmaction - INFO - Epoch [203][220/940] lr: 6.350e-02, eta: 11:20:49, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.4891, top5_acc: 0.7205, loss_cls: 2.2411, loss: 2.2411, grad_norm: 2.2050 2020-07-25 10:28:04,293 - mmaction - INFO - Epoch [203][240/940] lr: 6.350e-02, eta: 11:20:32, time: 0.672, data_time: 0.001, memory: 9569, top1_acc: 0.4906, top5_acc: 0.7215, loss_cls: 2.2340, loss: 2.2340, grad_norm: 2.2183 2020-07-25 10:28:17,207 - mmaction - INFO - Epoch [203][260/940] lr: 6.350e-02, eta: 11:20:14, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4887, top5_acc: 0.7258, loss_cls: 2.2224, loss: 2.2224, grad_norm: 2.2685 2020-07-25 10:28:30,554 - mmaction - INFO - Epoch [203][280/940] lr: 6.350e-02, eta: 11:19:57, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.4826, top5_acc: 0.7232, loss_cls: 2.2634, loss: 2.2634, grad_norm: 2.2801 2020-07-25 10:28:43,669 - mmaction - INFO - Epoch [203][300/940] lr: 6.350e-02, eta: 11:19:39, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.4785, top5_acc: 0.7172, loss_cls: 2.2552, loss: 2.2552, grad_norm: 2.2217 2020-07-25 10:28:56,882 - mmaction - INFO - Epoch [203][320/940] lr: 6.350e-02, eta: 11:19:21, time: 0.660, data_time: 0.001, memory: 9569, top1_acc: 0.4748, top5_acc: 0.7178, loss_cls: 2.2806, loss: 2.2806, grad_norm: 2.2564 2020-07-25 10:29:09,842 - mmaction - INFO - Epoch [203][340/940] lr: 6.350e-02, eta: 11:19:04, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4959, top5_acc: 0.7230, loss_cls: 2.2344, loss: 2.2344, grad_norm: 2.2120 2020-07-25 10:29:22,802 - mmaction - INFO - Epoch [203][360/940] lr: 6.350e-02, eta: 11:18:46, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4805, top5_acc: 0.7127, loss_cls: 2.2886, loss: 2.2886, grad_norm: 2.2630 2020-07-25 10:29:35,730 - mmaction - INFO - Epoch [203][380/940] lr: 6.350e-02, eta: 11:18:28, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4828, top5_acc: 0.7246, loss_cls: 2.2522, loss: 2.2522, grad_norm: 2.2788 2020-07-25 10:29:48,605 - mmaction - INFO - Epoch [203][400/940] lr: 6.350e-02, eta: 11:18:10, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4854, top5_acc: 0.7273, loss_cls: 2.2661, loss: 2.2661, grad_norm: 2.2450 2020-07-25 10:30:01,580 - mmaction - INFO - Epoch [203][420/940] lr: 6.350e-02, eta: 11:17:53, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4844, top5_acc: 0.7273, loss_cls: 2.2643, loss: 2.2643, grad_norm: 2.2555 2020-07-25 10:30:14,547 - mmaction - INFO - Epoch [203][440/940] lr: 6.350e-02, eta: 11:17:35, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4736, top5_acc: 0.7162, loss_cls: 2.3023, loss: 2.3023, grad_norm: 2.2850 2020-07-25 10:30:27,621 - mmaction - INFO - Epoch [203][460/940] lr: 6.350e-02, eta: 11:17:17, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.4814, top5_acc: 0.7203, loss_cls: 2.2438, loss: 2.2438, grad_norm: 2.2124 2020-07-25 10:30:41,030 - mmaction - INFO - Epoch [203][480/940] lr: 6.350e-02, eta: 11:17:00, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.4814, top5_acc: 0.7240, loss_cls: 2.2633, loss: 2.2633, grad_norm: 2.2049 2020-07-25 10:30:54,446 - mmaction - INFO - Epoch [203][500/940] lr: 6.350e-02, eta: 11:16:42, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.4813, top5_acc: 0.7170, loss_cls: 2.2902, loss: 2.2902, grad_norm: 2.2701 2020-07-25 10:31:07,499 - mmaction - INFO - Epoch [203][520/940] lr: 6.350e-02, eta: 11:16:25, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.4918, top5_acc: 0.7205, loss_cls: 2.2536, loss: 2.2536, grad_norm: 2.2290 2020-07-25 10:31:20,430 - mmaction - INFO - Epoch [203][540/940] lr: 6.350e-02, eta: 11:16:07, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4844, top5_acc: 0.7236, loss_cls: 2.2675, loss: 2.2675, grad_norm: 2.2459 2020-07-25 10:31:33,363 - mmaction - INFO - Epoch [203][560/940] lr: 6.350e-02, eta: 11:15:49, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4773, top5_acc: 0.7184, loss_cls: 2.2877, loss: 2.2877, grad_norm: 2.2449 2020-07-25 10:31:46,312 - mmaction - INFO - Epoch [203][580/940] lr: 6.350e-02, eta: 11:15:32, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4811, top5_acc: 0.7248, loss_cls: 2.2723, loss: 2.2723, grad_norm: 2.2541 2020-07-25 10:31:59,883 - mmaction - INFO - Epoch [203][600/940] lr: 6.350e-02, eta: 11:15:14, time: 0.679, data_time: 0.001, memory: 9569, top1_acc: 0.4783, top5_acc: 0.7182, loss_cls: 2.2923, loss: 2.2923, grad_norm: 2.2494 2020-07-25 10:32:12,861 - mmaction - INFO - Epoch [203][620/940] lr: 6.350e-02, eta: 11:14:57, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4779, top5_acc: 0.7148, loss_cls: 2.2896, loss: 2.2896, grad_norm: 2.2241 2020-07-25 10:32:25,745 - mmaction - INFO - Epoch [203][640/940] lr: 6.350e-02, eta: 11:14:39, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4875, top5_acc: 0.7236, loss_cls: 2.2461, loss: 2.2461, grad_norm: 2.2153 2020-07-25 10:32:39,127 - mmaction - INFO - Epoch [203][660/940] lr: 6.350e-02, eta: 11:14:21, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.4832, top5_acc: 0.7318, loss_cls: 2.2310, loss: 2.2310, grad_norm: 2.2358 2020-07-25 10:32:52,219 - mmaction - INFO - Epoch [203][680/940] lr: 6.350e-02, eta: 11:14:04, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.4723, top5_acc: 0.7127, loss_cls: 2.3293, loss: 2.3293, grad_norm: 2.2667 2020-07-25 10:33:05,149 - mmaction - INFO - Epoch [203][700/940] lr: 6.350e-02, eta: 11:13:46, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4764, top5_acc: 0.7148, loss_cls: 2.3084, loss: 2.3084, grad_norm: 2.2516 2020-07-25 10:33:18,047 - mmaction - INFO - Epoch [203][720/940] lr: 6.350e-02, eta: 11:13:28, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4811, top5_acc: 0.7217, loss_cls: 2.2734, loss: 2.2734, grad_norm: 2.2459 2020-07-25 10:33:31,731 - mmaction - INFO - Epoch [203][740/940] lr: 6.350e-02, eta: 11:13:11, time: 0.684, data_time: 0.001, memory: 9569, top1_acc: 0.4691, top5_acc: 0.7145, loss_cls: 2.3047, loss: 2.3047, grad_norm: 2.2532 2020-07-25 10:33:45,114 - mmaction - INFO - Epoch [203][760/940] lr: 6.350e-02, eta: 11:12:53, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.4832, top5_acc: 0.7361, loss_cls: 2.2230, loss: 2.2230, grad_norm: 2.2376 2020-07-25 10:33:58,191 - mmaction - INFO - Epoch [203][780/940] lr: 6.350e-02, eta: 11:12:36, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.4801, top5_acc: 0.7270, loss_cls: 2.2528, loss: 2.2528, grad_norm: 2.2721 2020-07-25 10:34:11,278 - mmaction - INFO - Epoch [203][800/940] lr: 6.350e-02, eta: 11:12:18, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.4857, top5_acc: 0.7178, loss_cls: 2.2589, loss: 2.2589, grad_norm: 2.2286 2020-07-25 10:34:24,631 - mmaction - INFO - Epoch [203][820/940] lr: 6.350e-02, eta: 11:12:01, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.4801, top5_acc: 0.7170, loss_cls: 2.2916, loss: 2.2916, grad_norm: 2.2150 2020-07-25 10:34:37,569 - mmaction - INFO - Epoch [203][840/940] lr: 6.350e-02, eta: 11:11:43, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4854, top5_acc: 0.7121, loss_cls: 2.2908, loss: 2.2908, grad_norm: 2.2166 2020-07-25 10:34:50,452 - mmaction - INFO - Epoch [203][860/940] lr: 6.350e-02, eta: 11:11:25, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4887, top5_acc: 0.7160, loss_cls: 2.2321, loss: 2.2321, grad_norm: 2.2221 2020-07-25 10:35:03,409 - mmaction - INFO - Epoch [203][880/940] lr: 6.350e-02, eta: 11:11:08, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4969, top5_acc: 0.7299, loss_cls: 2.2103, loss: 2.2103, grad_norm: 2.2015 2020-07-25 10:35:16,345 - mmaction - INFO - Epoch [203][900/940] lr: 6.350e-02, eta: 11:10:50, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4760, top5_acc: 0.7086, loss_cls: 2.3122, loss: 2.3122, grad_norm: 2.2543 2020-07-25 10:35:29,622 - mmaction - INFO - Epoch [203][920/940] lr: 6.350e-02, eta: 11:10:32, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.4791, top5_acc: 0.7084, loss_cls: 2.3179, loss: 2.3179, grad_norm: 2.2357 2020-07-25 10:35:41,784 - mmaction - INFO - Epoch [203][940/940] lr: 6.350e-02, eta: 11:10:14, time: 0.609, data_time: 0.002, memory: 9569, top1_acc: 0.4777, top5_acc: 0.7098, loss_cls: 2.3266, loss: 2.3266, grad_norm: 2.2788 2020-07-25 10:38:19,860 - mmaction - INFO - Epoch [204][20/940] lr: 6.125e-02, eta: 11:11:04, time: 7.739, data_time: 5.358, memory: 9569, top1_acc: 0.4846, top5_acc: 0.7266, loss_cls: 2.2540, loss: 2.2540, grad_norm: 2.2485 2020-07-25 10:38:32,717 - mmaction - INFO - Epoch [204][40/940] lr: 6.125e-02, eta: 11:10:47, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.4875, top5_acc: 0.7303, loss_cls: 2.2284, loss: 2.2284, grad_norm: 2.2139 2020-07-25 10:38:45,602 - mmaction - INFO - Epoch [204][60/940] lr: 6.125e-02, eta: 11:10:29, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4783, top5_acc: 0.7242, loss_cls: 2.2478, loss: 2.2478, grad_norm: 2.2547 2020-07-25 10:38:58,431 - mmaction - INFO - Epoch [204][80/940] lr: 6.125e-02, eta: 11:10:11, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.4885, top5_acc: 0.7279, loss_cls: 2.2185, loss: 2.2185, grad_norm: 2.2442 2020-07-25 10:39:11,669 - mmaction - INFO - Epoch [204][100/940] lr: 6.125e-02, eta: 11:09:54, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.4846, top5_acc: 0.7201, loss_cls: 2.2687, loss: 2.2687, grad_norm: 2.2185 2020-07-25 10:39:24,867 - mmaction - INFO - Epoch [204][120/940] lr: 6.125e-02, eta: 11:09:36, time: 0.660, data_time: 0.002, memory: 9569, top1_acc: 0.4791, top5_acc: 0.7127, loss_cls: 2.3038, loss: 2.3038, grad_norm: 2.2729 2020-07-25 10:39:38,458 - mmaction - INFO - Epoch [204][140/940] lr: 6.125e-02, eta: 11:09:19, time: 0.680, data_time: 0.001, memory: 9569, top1_acc: 0.4932, top5_acc: 0.7303, loss_cls: 2.2208, loss: 2.2208, grad_norm: 2.2343 2020-07-25 10:39:51,741 - mmaction - INFO - Epoch [204][160/940] lr: 6.125e-02, eta: 11:09:01, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.4850, top5_acc: 0.7346, loss_cls: 2.2259, loss: 2.2259, grad_norm: 2.2423 2020-07-25 10:40:05,012 - mmaction - INFO - Epoch [204][180/940] lr: 6.125e-02, eta: 11:08:44, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.5070, top5_acc: 0.7387, loss_cls: 2.1513, loss: 2.1513, grad_norm: 2.2332 2020-07-25 10:40:18,034 - mmaction - INFO - Epoch [204][200/940] lr: 6.125e-02, eta: 11:08:26, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4904, top5_acc: 0.7301, loss_cls: 2.2078, loss: 2.2078, grad_norm: 2.2642 2020-07-25 10:40:31,516 - mmaction - INFO - Epoch [204][220/940] lr: 6.125e-02, eta: 11:08:08, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.4836, top5_acc: 0.7230, loss_cls: 2.2384, loss: 2.2384, grad_norm: 2.2741 2020-07-25 10:40:45,043 - mmaction - INFO - Epoch [204][240/940] lr: 6.125e-02, eta: 11:07:51, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.4695, top5_acc: 0.7125, loss_cls: 2.3033, loss: 2.3033, grad_norm: 2.2821 2020-07-25 10:40:58,460 - mmaction - INFO - Epoch [204][260/940] lr: 6.125e-02, eta: 11:07:34, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.4859, top5_acc: 0.7135, loss_cls: 2.2681, loss: 2.2681, grad_norm: 2.2983 2020-07-25 10:41:11,332 - mmaction - INFO - Epoch [204][280/940] lr: 6.125e-02, eta: 11:07:16, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4852, top5_acc: 0.7273, loss_cls: 2.2363, loss: 2.2363, grad_norm: 2.2552 2020-07-25 10:41:24,750 - mmaction - INFO - Epoch [204][300/940] lr: 6.125e-02, eta: 11:06:58, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.4967, top5_acc: 0.7316, loss_cls: 2.2152, loss: 2.2152, grad_norm: 2.2539 2020-07-25 10:41:38,006 - mmaction - INFO - Epoch [204][320/940] lr: 6.125e-02, eta: 11:06:41, time: 0.665, data_time: 0.004, memory: 9569, top1_acc: 0.4926, top5_acc: 0.7301, loss_cls: 2.1864, loss: 2.1864, grad_norm: 2.2178 2020-07-25 10:41:51,088 - mmaction - INFO - Epoch [204][340/940] lr: 6.125e-02, eta: 11:06:23, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.4875, top5_acc: 0.7197, loss_cls: 2.2714, loss: 2.2714, grad_norm: 2.2606 2020-07-25 10:42:04,114 - mmaction - INFO - Epoch [204][360/940] lr: 6.125e-02, eta: 11:06:06, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.4854, top5_acc: 0.7318, loss_cls: 2.2250, loss: 2.2250, grad_norm: 2.2862 2020-07-25 10:42:17,031 - mmaction - INFO - Epoch [204][380/940] lr: 6.125e-02, eta: 11:05:48, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4824, top5_acc: 0.7242, loss_cls: 2.2829, loss: 2.2829, grad_norm: 2.2768 2020-07-25 10:42:29,920 - mmaction - INFO - Epoch [204][400/940] lr: 6.125e-02, eta: 11:05:30, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4938, top5_acc: 0.7291, loss_cls: 2.2153, loss: 2.2153, grad_norm: 2.2739 2020-07-25 10:42:42,981 - mmaction - INFO - Epoch [204][420/940] lr: 6.125e-02, eta: 11:05:13, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.4805, top5_acc: 0.7148, loss_cls: 2.2973, loss: 2.2973, grad_norm: 2.3025 2020-07-25 10:42:55,878 - mmaction - INFO - Epoch [204][440/940] lr: 6.125e-02, eta: 11:04:55, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4969, top5_acc: 0.7287, loss_cls: 2.2133, loss: 2.2133, grad_norm: 2.2524 2020-07-25 10:43:08,777 - mmaction - INFO - Epoch [204][460/940] lr: 6.125e-02, eta: 11:04:37, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4971, top5_acc: 0.7293, loss_cls: 2.2045, loss: 2.2045, grad_norm: 2.2480 2020-07-25 10:43:21,733 - mmaction - INFO - Epoch [204][480/940] lr: 6.125e-02, eta: 11:04:20, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4951, top5_acc: 0.7346, loss_cls: 2.1925, loss: 2.1925, grad_norm: 2.2634 2020-07-25 10:43:34,793 - mmaction - INFO - Epoch [204][500/940] lr: 6.125e-02, eta: 11:04:02, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.4896, top5_acc: 0.7312, loss_cls: 2.2257, loss: 2.2257, grad_norm: 2.2739 2020-07-25 10:43:47,764 - mmaction - INFO - Epoch [204][520/940] lr: 6.125e-02, eta: 11:03:44, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4824, top5_acc: 0.7102, loss_cls: 2.2784, loss: 2.2784, grad_norm: 2.3217 2020-07-25 10:44:01,358 - mmaction - INFO - Epoch [204][540/940] lr: 6.125e-02, eta: 11:03:27, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.4955, top5_acc: 0.7275, loss_cls: 2.2007, loss: 2.2007, grad_norm: 2.2901 2020-07-25 10:44:14,357 - mmaction - INFO - Epoch [204][560/940] lr: 6.125e-02, eta: 11:03:09, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4773, top5_acc: 0.7186, loss_cls: 2.3001, loss: 2.3001, grad_norm: 2.2771 2020-07-25 10:44:29,078 - mmaction - INFO - Epoch [204][580/940] lr: 6.125e-02, eta: 11:02:52, time: 0.736, data_time: 0.002, memory: 9569, top1_acc: 0.4836, top5_acc: 0.7299, loss_cls: 2.2386, loss: 2.2386, grad_norm: 2.2768 2020-07-25 10:44:42,031 - mmaction - INFO - Epoch [204][600/940] lr: 6.125e-02, eta: 11:02:35, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4900, top5_acc: 0.7252, loss_cls: 2.2577, loss: 2.2577, grad_norm: 2.2513 2020-07-25 10:44:54,936 - mmaction - INFO - Epoch [204][620/940] lr: 6.125e-02, eta: 11:02:17, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4805, top5_acc: 0.7176, loss_cls: 2.2896, loss: 2.2896, grad_norm: 2.3019 2020-07-25 10:45:07,809 - mmaction - INFO - Epoch [204][640/940] lr: 6.125e-02, eta: 11:01:59, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.5021, top5_acc: 0.7289, loss_cls: 2.2032, loss: 2.2032, grad_norm: 2.2696 2020-07-25 10:45:20,746 - mmaction - INFO - Epoch [204][660/940] lr: 6.125e-02, eta: 11:01:42, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4852, top5_acc: 0.7285, loss_cls: 2.2390, loss: 2.2390, grad_norm: 2.2833 2020-07-25 10:45:33,617 - mmaction - INFO - Epoch [204][680/940] lr: 6.125e-02, eta: 11:01:24, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4887, top5_acc: 0.7354, loss_cls: 2.2332, loss: 2.2332, grad_norm: 2.3079 2020-07-25 10:45:46,500 - mmaction - INFO - Epoch [204][700/940] lr: 6.125e-02, eta: 11:01:06, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4875, top5_acc: 0.7271, loss_cls: 2.2206, loss: 2.2206, grad_norm: 2.2991 2020-07-25 10:45:59,412 - mmaction - INFO - Epoch [204][720/940] lr: 6.125e-02, eta: 11:00:49, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4910, top5_acc: 0.7361, loss_cls: 2.1959, loss: 2.1959, grad_norm: 2.2654 2020-07-25 10:46:12,318 - mmaction - INFO - Epoch [204][740/940] lr: 6.125e-02, eta: 11:00:31, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4979, top5_acc: 0.7268, loss_cls: 2.2488, loss: 2.2488, grad_norm: 2.2722 2020-07-25 10:46:25,831 - mmaction - INFO - Epoch [204][760/940] lr: 6.125e-02, eta: 11:00:14, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.4939, top5_acc: 0.7229, loss_cls: 2.2514, loss: 2.2514, grad_norm: 2.2872 2020-07-25 10:46:38,730 - mmaction - INFO - Epoch [204][780/940] lr: 6.125e-02, eta: 10:59:56, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4873, top5_acc: 0.7344, loss_cls: 2.2237, loss: 2.2237, grad_norm: 2.2723 2020-07-25 10:46:51,998 - mmaction - INFO - Epoch [204][800/940] lr: 6.125e-02, eta: 10:59:39, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.4885, top5_acc: 0.7266, loss_cls: 2.2493, loss: 2.2493, grad_norm: 2.2732 2020-07-25 10:47:04,919 - mmaction - INFO - Epoch [204][820/940] lr: 6.125e-02, eta: 10:59:21, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4877, top5_acc: 0.7250, loss_cls: 2.2422, loss: 2.2422, grad_norm: 2.3049 2020-07-25 10:47:17,847 - mmaction - INFO - Epoch [204][840/940] lr: 6.125e-02, eta: 10:59:03, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4895, top5_acc: 0.7215, loss_cls: 2.2654, loss: 2.2654, grad_norm: 2.3030 2020-07-25 10:47:30,865 - mmaction - INFO - Epoch [204][860/940] lr: 6.125e-02, eta: 10:58:46, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.4898, top5_acc: 0.7217, loss_cls: 2.2557, loss: 2.2557, grad_norm: 2.2456 2020-07-25 10:47:43,960 - mmaction - INFO - Epoch [204][880/940] lr: 6.125e-02, eta: 10:58:28, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.4828, top5_acc: 0.7139, loss_cls: 2.2591, loss: 2.2591, grad_norm: 2.2970 2020-07-25 10:47:57,685 - mmaction - INFO - Epoch [204][900/940] lr: 6.125e-02, eta: 10:58:11, time: 0.687, data_time: 0.002, memory: 9569, top1_acc: 0.4865, top5_acc: 0.7150, loss_cls: 2.2600, loss: 2.2600, grad_norm: 2.2900 2020-07-25 10:48:10,622 - mmaction - INFO - Epoch [204][920/940] lr: 6.125e-02, eta: 10:57:53, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4801, top5_acc: 0.7164, loss_cls: 2.2853, loss: 2.2853, grad_norm: 2.3076 2020-07-25 10:48:22,836 - mmaction - INFO - Epoch [204][940/940] lr: 6.125e-02, eta: 10:57:35, time: 0.611, data_time: 0.002, memory: 9569, top1_acc: 0.4838, top5_acc: 0.7328, loss_cls: 2.2467, loss: 2.2467, grad_norm: 2.2701 2020-07-25 10:48:26,159 - mmaction - INFO - Saving checkpoint at 204 epochs 2020-07-25 10:51:00,747 - mmaction - INFO - Epoch [205][20/940] lr: 5.904e-02, eta: 10:58:22, time: 7.629, data_time: 6.918, memory: 9569, top1_acc: 0.4936, top5_acc: 0.7244, loss_cls: 2.2178, loss: 2.2178, grad_norm: 2.2883 2020-07-25 10:51:13,788 - mmaction - INFO - Epoch [205][40/940] lr: 5.904e-02, eta: 10:58:05, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.4988, top5_acc: 0.7354, loss_cls: 2.2060, loss: 2.2060, grad_norm: 2.2793 2020-07-25 10:51:27,042 - mmaction - INFO - Epoch [205][60/940] lr: 5.904e-02, eta: 10:57:47, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.5000, top5_acc: 0.7225, loss_cls: 2.2042, loss: 2.2042, grad_norm: 2.2783 2020-07-25 10:51:39,945 - mmaction - INFO - Epoch [205][80/940] lr: 5.904e-02, eta: 10:57:30, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4934, top5_acc: 0.7234, loss_cls: 2.2348, loss: 2.2348, grad_norm: 2.2699 2020-07-25 10:51:52,782 - mmaction - INFO - Epoch [205][100/940] lr: 5.904e-02, eta: 10:57:12, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.4773, top5_acc: 0.7166, loss_cls: 2.2627, loss: 2.2627, grad_norm: 2.2727 2020-07-25 10:52:05,653 - mmaction - INFO - Epoch [205][120/940] lr: 5.904e-02, eta: 10:56:54, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4959, top5_acc: 0.7311, loss_cls: 2.2024, loss: 2.2024, grad_norm: 2.2736 2020-07-25 10:52:18,606 - mmaction - INFO - Epoch [205][140/940] lr: 5.904e-02, eta: 10:56:36, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4949, top5_acc: 0.7328, loss_cls: 2.1830, loss: 2.1830, grad_norm: 2.2430 2020-07-25 10:52:31,473 - mmaction - INFO - Epoch [205][160/940] lr: 5.904e-02, eta: 10:56:19, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4898, top5_acc: 0.7295, loss_cls: 2.2235, loss: 2.2235, grad_norm: 2.2888 2020-07-25 10:52:44,472 - mmaction - INFO - Epoch [205][180/940] lr: 5.904e-02, eta: 10:56:01, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4746, top5_acc: 0.7219, loss_cls: 2.2880, loss: 2.2880, grad_norm: 2.3373 2020-07-25 10:52:57,389 - mmaction - INFO - Epoch [205][200/940] lr: 5.904e-02, eta: 10:55:43, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5008, top5_acc: 0.7357, loss_cls: 2.1846, loss: 2.1846, grad_norm: 2.2809 2020-07-25 10:53:10,708 - mmaction - INFO - Epoch [205][220/940] lr: 5.904e-02, eta: 10:55:26, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.4918, top5_acc: 0.7322, loss_cls: 2.2113, loss: 2.2113, grad_norm: 2.2891 2020-07-25 10:53:24,165 - mmaction - INFO - Epoch [205][240/940] lr: 5.904e-02, eta: 10:55:09, time: 0.674, data_time: 0.003, memory: 9569, top1_acc: 0.4930, top5_acc: 0.7225, loss_cls: 2.2279, loss: 2.2279, grad_norm: 2.3068 2020-07-25 10:53:37,185 - mmaction - INFO - Epoch [205][260/940] lr: 5.904e-02, eta: 10:54:51, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.4955, top5_acc: 0.7318, loss_cls: 2.2266, loss: 2.2266, grad_norm: 2.2759 2020-07-25 10:53:50,583 - mmaction - INFO - Epoch [205][280/940] lr: 5.904e-02, eta: 10:54:34, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.4936, top5_acc: 0.7373, loss_cls: 2.1822, loss: 2.1822, grad_norm: 2.2896 2020-07-25 10:54:03,515 - mmaction - INFO - Epoch [205][300/940] lr: 5.904e-02, eta: 10:54:16, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4869, top5_acc: 0.7227, loss_cls: 2.2550, loss: 2.2550, grad_norm: 2.2859 2020-07-25 10:54:16,445 - mmaction - INFO - Epoch [205][320/940] lr: 5.904e-02, eta: 10:53:58, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4885, top5_acc: 0.7262, loss_cls: 2.2078, loss: 2.2078, grad_norm: 2.2450 2020-07-25 10:54:29,299 - mmaction - INFO - Epoch [205][340/940] lr: 5.904e-02, eta: 10:53:41, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4906, top5_acc: 0.7318, loss_cls: 2.2242, loss: 2.2242, grad_norm: 2.3099 2020-07-25 10:54:42,251 - mmaction - INFO - Epoch [205][360/940] lr: 5.904e-02, eta: 10:53:23, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4891, top5_acc: 0.7240, loss_cls: 2.2468, loss: 2.2468, grad_norm: 2.2945 2020-07-25 10:54:55,314 - mmaction - INFO - Epoch [205][380/940] lr: 5.904e-02, eta: 10:53:05, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.4885, top5_acc: 0.7301, loss_cls: 2.2136, loss: 2.2136, grad_norm: 2.3055 2020-07-25 10:55:08,754 - mmaction - INFO - Epoch [205][400/940] lr: 5.904e-02, eta: 10:52:48, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.4879, top5_acc: 0.7221, loss_cls: 2.2337, loss: 2.2337, grad_norm: 2.2754 2020-07-25 10:55:21,712 - mmaction - INFO - Epoch [205][420/940] lr: 5.904e-02, eta: 10:52:30, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4861, top5_acc: 0.7334, loss_cls: 2.2251, loss: 2.2251, grad_norm: 2.2979 2020-07-25 10:55:34,768 - mmaction - INFO - Epoch [205][440/940] lr: 5.904e-02, eta: 10:52:13, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.4895, top5_acc: 0.7264, loss_cls: 2.2407, loss: 2.2407, grad_norm: 2.3184 2020-07-25 10:55:48,083 - mmaction - INFO - Epoch [205][460/940] lr: 5.904e-02, eta: 10:51:55, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.4891, top5_acc: 0.7305, loss_cls: 2.2252, loss: 2.2252, grad_norm: 2.2508 2020-07-25 10:56:01,097 - mmaction - INFO - Epoch [205][480/940] lr: 5.904e-02, eta: 10:51:38, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4799, top5_acc: 0.7154, loss_cls: 2.2755, loss: 2.2755, grad_norm: 2.3418 2020-07-25 10:56:13,994 - mmaction - INFO - Epoch [205][500/940] lr: 5.904e-02, eta: 10:51:20, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5047, top5_acc: 0.7352, loss_cls: 2.1661, loss: 2.1661, grad_norm: 2.2436 2020-07-25 10:56:27,004 - mmaction - INFO - Epoch [205][520/940] lr: 5.904e-02, eta: 10:51:02, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.4977, top5_acc: 0.7287, loss_cls: 2.2087, loss: 2.2087, grad_norm: 2.3115 2020-07-25 10:56:39,940 - mmaction - INFO - Epoch [205][540/940] lr: 5.904e-02, eta: 10:50:45, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5066, top5_acc: 0.7324, loss_cls: 2.1744, loss: 2.1744, grad_norm: 2.3142 2020-07-25 10:56:53,681 - mmaction - INFO - Epoch [205][560/940] lr: 5.904e-02, eta: 10:50:28, time: 0.688, data_time: 0.002, memory: 9569, top1_acc: 0.5002, top5_acc: 0.7285, loss_cls: 2.2152, loss: 2.2152, grad_norm: 2.3001 2020-07-25 10:57:06,788 - mmaction - INFO - Epoch [205][580/940] lr: 5.904e-02, eta: 10:50:10, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.4820, top5_acc: 0.7211, loss_cls: 2.2500, loss: 2.2500, grad_norm: 2.3349 2020-07-25 10:57:19,738 - mmaction - INFO - Epoch [205][600/940] lr: 5.904e-02, eta: 10:49:52, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4912, top5_acc: 0.7266, loss_cls: 2.2453, loss: 2.2453, grad_norm: 2.3162 2020-07-25 10:57:32,812 - mmaction - INFO - Epoch [205][620/940] lr: 5.904e-02, eta: 10:49:35, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.4771, top5_acc: 0.7225, loss_cls: 2.2674, loss: 2.2674, grad_norm: 2.3418 2020-07-25 10:57:46,024 - mmaction - INFO - Epoch [205][640/940] lr: 5.904e-02, eta: 10:49:17, time: 0.661, data_time: 0.001, memory: 9569, top1_acc: 0.4828, top5_acc: 0.7354, loss_cls: 2.2347, loss: 2.2347, grad_norm: 2.3146 2020-07-25 10:57:59,779 - mmaction - INFO - Epoch [205][660/940] lr: 5.904e-02, eta: 10:49:00, time: 0.687, data_time: 0.001, memory: 9569, top1_acc: 0.4900, top5_acc: 0.7260, loss_cls: 2.2264, loss: 2.2264, grad_norm: 2.2794 2020-07-25 10:58:12,686 - mmaction - INFO - Epoch [205][680/940] lr: 5.904e-02, eta: 10:48:42, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4844, top5_acc: 0.7266, loss_cls: 2.2139, loss: 2.2139, grad_norm: 2.2807 2020-07-25 10:58:26,012 - mmaction - INFO - Epoch [205][700/940] lr: 5.904e-02, eta: 10:48:25, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.4781, top5_acc: 0.7205, loss_cls: 2.2721, loss: 2.2721, grad_norm: 2.2943 2020-07-25 10:58:38,926 - mmaction - INFO - Epoch [205][720/940] lr: 5.904e-02, eta: 10:48:07, time: 0.647, data_time: 0.004, memory: 9569, top1_acc: 0.4846, top5_acc: 0.7393, loss_cls: 2.2364, loss: 2.2364, grad_norm: 2.3227 2020-07-25 10:58:51,955 - mmaction - INFO - Epoch [205][740/940] lr: 5.904e-02, eta: 10:47:50, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4980, top5_acc: 0.7311, loss_cls: 2.2194, loss: 2.2194, grad_norm: 2.3076 2020-07-25 10:59:04,859 - mmaction - INFO - Epoch [205][760/940] lr: 5.904e-02, eta: 10:47:32, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.4889, top5_acc: 0.7180, loss_cls: 2.2632, loss: 2.2632, grad_norm: 2.3270 2020-07-25 10:59:18,480 - mmaction - INFO - Epoch [205][780/940] lr: 5.904e-02, eta: 10:47:15, time: 0.681, data_time: 0.001, memory: 9569, top1_acc: 0.5033, top5_acc: 0.7312, loss_cls: 2.2045, loss: 2.2045, grad_norm: 2.2807 2020-07-25 10:59:31,410 - mmaction - INFO - Epoch [205][800/940] lr: 5.904e-02, eta: 10:46:57, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4826, top5_acc: 0.7131, loss_cls: 2.2835, loss: 2.2835, grad_norm: 2.3177 2020-07-25 10:59:44,845 - mmaction - INFO - Epoch [205][820/940] lr: 5.904e-02, eta: 10:46:40, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.4830, top5_acc: 0.7211, loss_cls: 2.2738, loss: 2.2738, grad_norm: 2.3185 2020-07-25 10:59:57,790 - mmaction - INFO - Epoch [205][840/940] lr: 5.904e-02, eta: 10:46:22, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4953, top5_acc: 0.7297, loss_cls: 2.2475, loss: 2.2475, grad_norm: 2.3085 2020-07-25 11:00:18,390 - mmaction - INFO - Epoch [205][860/940] lr: 5.904e-02, eta: 10:46:08, time: 1.027, data_time: 0.004, memory: 9569, top1_acc: 0.4918, top5_acc: 0.7219, loss_cls: 2.2573, loss: 2.2573, grad_norm: 2.3356 2020-07-25 11:00:31,898 - mmaction - INFO - Epoch [205][880/940] lr: 5.904e-02, eta: 10:45:51, time: 0.678, data_time: 0.007, memory: 9569, top1_acc: 0.4863, top5_acc: 0.7184, loss_cls: 2.2510, loss: 2.2510, grad_norm: 2.3045 2020-07-25 11:00:44,792 - mmaction - INFO - Epoch [205][900/940] lr: 5.904e-02, eta: 10:45:33, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4809, top5_acc: 0.7209, loss_cls: 2.2618, loss: 2.2618, grad_norm: 2.3274 2020-07-25 11:00:57,701 - mmaction - INFO - Epoch [205][920/940] lr: 5.904e-02, eta: 10:45:16, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4912, top5_acc: 0.7297, loss_cls: 2.2308, loss: 2.2308, grad_norm: 2.2911 2020-07-25 11:01:09,946 - mmaction - INFO - Epoch [205][940/940] lr: 5.904e-02, eta: 10:44:58, time: 0.612, data_time: 0.003, memory: 9569, top1_acc: 0.4736, top5_acc: 0.7090, loss_cls: 2.3030, loss: 2.3030, grad_norm: 2.3207 2020-07-25 11:03:46,366 - mmaction - INFO - Epoch [206][20/940] lr: 5.686e-02, eta: 10:45:41, time: 7.387, data_time: 5.988, memory: 9569, top1_acc: 0.4930, top5_acc: 0.7275, loss_cls: 2.1922, loss: 2.1922, grad_norm: 2.2944 2020-07-25 11:03:59,153 - mmaction - INFO - Epoch [206][40/940] lr: 5.686e-02, eta: 10:45:23, time: 0.640, data_time: 0.002, memory: 9569, top1_acc: 0.5113, top5_acc: 0.7326, loss_cls: 2.1661, loss: 2.1661, grad_norm: 2.2883 2020-07-25 11:04:11,977 - mmaction - INFO - Epoch [206][60/940] lr: 5.686e-02, eta: 10:45:06, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.4994, top5_acc: 0.7424, loss_cls: 2.1746, loss: 2.1746, grad_norm: 2.2952 2020-07-25 11:04:24,851 - mmaction - INFO - Epoch [206][80/940] lr: 5.686e-02, eta: 10:44:48, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4963, top5_acc: 0.7322, loss_cls: 2.2018, loss: 2.2018, grad_norm: 2.2997 2020-07-25 11:04:37,735 - mmaction - INFO - Epoch [206][100/940] lr: 5.686e-02, eta: 10:44:30, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4982, top5_acc: 0.7354, loss_cls: 2.1762, loss: 2.1762, grad_norm: 2.2842 2020-07-25 11:04:50,649 - mmaction - INFO - Epoch [206][120/940] lr: 5.686e-02, eta: 10:44:13, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5045, top5_acc: 0.7379, loss_cls: 2.1472, loss: 2.1472, grad_norm: 2.2710 2020-07-25 11:05:03,593 - mmaction - INFO - Epoch [206][140/940] lr: 5.686e-02, eta: 10:43:55, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4932, top5_acc: 0.7277, loss_cls: 2.2434, loss: 2.2434, grad_norm: 2.3049 2020-07-25 11:05:16,892 - mmaction - INFO - Epoch [206][160/940] lr: 5.686e-02, eta: 10:43:38, time: 0.666, data_time: 0.003, memory: 9569, top1_acc: 0.4951, top5_acc: 0.7402, loss_cls: 2.1621, loss: 2.1621, grad_norm: 2.3242 2020-07-25 11:05:29,870 - mmaction - INFO - Epoch [206][180/940] lr: 5.686e-02, eta: 10:43:20, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.4885, top5_acc: 0.7246, loss_cls: 2.2267, loss: 2.2267, grad_norm: 2.3344 2020-07-25 11:05:42,756 - mmaction - INFO - Epoch [206][200/940] lr: 5.686e-02, eta: 10:43:02, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4902, top5_acc: 0.7250, loss_cls: 2.2254, loss: 2.2254, grad_norm: 2.3395 2020-07-25 11:05:55,679 - mmaction - INFO - Epoch [206][220/940] lr: 5.686e-02, eta: 10:42:45, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4898, top5_acc: 0.7266, loss_cls: 2.2232, loss: 2.2232, grad_norm: 2.2871 2020-07-25 11:06:08,539 - mmaction - INFO - Epoch [206][240/940] lr: 5.686e-02, eta: 10:42:27, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.4990, top5_acc: 0.7277, loss_cls: 2.2108, loss: 2.2108, grad_norm: 2.3376 2020-07-25 11:06:21,713 - mmaction - INFO - Epoch [206][260/940] lr: 5.686e-02, eta: 10:42:10, time: 0.660, data_time: 0.004, memory: 9569, top1_acc: 0.5006, top5_acc: 0.7361, loss_cls: 2.1914, loss: 2.1914, grad_norm: 2.3166 2020-07-25 11:06:35,012 - mmaction - INFO - Epoch [206][280/940] lr: 5.686e-02, eta: 10:41:52, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.4912, top5_acc: 0.7225, loss_cls: 2.2144, loss: 2.2144, grad_norm: 2.3233 2020-07-25 11:06:47,986 - mmaction - INFO - Epoch [206][300/940] lr: 5.686e-02, eta: 10:41:35, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.5002, top5_acc: 0.7357, loss_cls: 2.1754, loss: 2.1754, grad_norm: 2.2772 2020-07-25 11:07:00,876 - mmaction - INFO - Epoch [206][320/940] lr: 5.686e-02, eta: 10:41:17, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4930, top5_acc: 0.7305, loss_cls: 2.2153, loss: 2.2153, grad_norm: 2.3783 2020-07-25 11:07:13,752 - mmaction - INFO - Epoch [206][340/940] lr: 5.686e-02, eta: 10:40:59, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4910, top5_acc: 0.7271, loss_cls: 2.2288, loss: 2.2288, grad_norm: 2.3310 2020-07-25 11:07:26,643 - mmaction - INFO - Epoch [206][360/940] lr: 5.686e-02, eta: 10:40:42, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4902, top5_acc: 0.7268, loss_cls: 2.2316, loss: 2.2316, grad_norm: 2.3575 2020-07-25 11:07:39,992 - mmaction - INFO - Epoch [206][380/940] lr: 5.686e-02, eta: 10:40:24, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.4904, top5_acc: 0.7273, loss_cls: 2.2192, loss: 2.2192, grad_norm: 2.3220 2020-07-25 11:07:53,364 - mmaction - INFO - Epoch [206][400/940] lr: 5.686e-02, eta: 10:40:07, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.4893, top5_acc: 0.7178, loss_cls: 2.2392, loss: 2.2392, grad_norm: 2.3200 2020-07-25 11:08:06,263 - mmaction - INFO - Epoch [206][420/940] lr: 5.686e-02, eta: 10:39:49, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4895, top5_acc: 0.7318, loss_cls: 2.2366, loss: 2.2366, grad_norm: 2.3361 2020-07-25 11:08:19,214 - mmaction - INFO - Epoch [206][440/940] lr: 5.686e-02, eta: 10:39:32, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4900, top5_acc: 0.7283, loss_cls: 2.2310, loss: 2.2310, grad_norm: 2.3495 2020-07-25 11:08:32,468 - mmaction - INFO - Epoch [206][460/940] lr: 5.686e-02, eta: 10:39:14, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.4922, top5_acc: 0.7291, loss_cls: 2.2302, loss: 2.2302, grad_norm: 2.3206 2020-07-25 11:08:45,401 - mmaction - INFO - Epoch [206][480/940] lr: 5.686e-02, eta: 10:38:57, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4824, top5_acc: 0.7195, loss_cls: 2.2692, loss: 2.2692, grad_norm: 2.3669 2020-07-25 11:08:58,316 - mmaction - INFO - Epoch [206][500/940] lr: 5.686e-02, eta: 10:38:39, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4924, top5_acc: 0.7277, loss_cls: 2.2224, loss: 2.2224, grad_norm: 2.3117 2020-07-25 11:09:11,229 - mmaction - INFO - Epoch [206][520/940] lr: 5.686e-02, eta: 10:38:21, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4953, top5_acc: 0.7316, loss_cls: 2.1859, loss: 2.1859, grad_norm: 2.3090 2020-07-25 11:09:24,174 - mmaction - INFO - Epoch [206][540/940] lr: 5.686e-02, eta: 10:38:04, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4918, top5_acc: 0.7152, loss_cls: 2.2507, loss: 2.2507, grad_norm: 2.2974 2020-07-25 11:09:37,186 - mmaction - INFO - Epoch [206][560/940] lr: 5.686e-02, eta: 10:37:46, time: 0.651, data_time: 0.003, memory: 9569, top1_acc: 0.4885, top5_acc: 0.7250, loss_cls: 2.2504, loss: 2.2504, grad_norm: 2.3761 2020-07-25 11:09:50,108 - mmaction - INFO - Epoch [206][580/940] lr: 5.686e-02, eta: 10:37:29, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5020, top5_acc: 0.7293, loss_cls: 2.1952, loss: 2.1952, grad_norm: 2.3336 2020-07-25 11:10:03,065 - mmaction - INFO - Epoch [206][600/940] lr: 5.686e-02, eta: 10:37:11, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4916, top5_acc: 0.7307, loss_cls: 2.2266, loss: 2.2266, grad_norm: 2.3470 2020-07-25 11:10:16,420 - mmaction - INFO - Epoch [206][620/940] lr: 5.686e-02, eta: 10:36:54, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.4965, top5_acc: 0.7311, loss_cls: 2.2162, loss: 2.2162, grad_norm: 2.3334 2020-07-25 11:10:29,352 - mmaction - INFO - Epoch [206][640/940] lr: 5.686e-02, eta: 10:36:36, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4947, top5_acc: 0.7295, loss_cls: 2.2067, loss: 2.2067, grad_norm: 2.3187 2020-07-25 11:10:42,302 - mmaction - INFO - Epoch [206][660/940] lr: 5.686e-02, eta: 10:36:19, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4918, top5_acc: 0.7260, loss_cls: 2.2107, loss: 2.2107, grad_norm: 2.3030 2020-07-25 11:10:55,347 - mmaction - INFO - Epoch [206][680/940] lr: 5.686e-02, eta: 10:36:01, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.5004, top5_acc: 0.7215, loss_cls: 2.2115, loss: 2.2115, grad_norm: 2.3071 2020-07-25 11:11:08,283 - mmaction - INFO - Epoch [206][700/940] lr: 5.686e-02, eta: 10:35:44, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5010, top5_acc: 0.7271, loss_cls: 2.1979, loss: 2.1979, grad_norm: 2.3299 2020-07-25 11:11:21,697 - mmaction - INFO - Epoch [206][720/940] lr: 5.686e-02, eta: 10:35:26, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.4941, top5_acc: 0.7328, loss_cls: 2.2119, loss: 2.2119, grad_norm: 2.3425 2020-07-25 11:11:34,684 - mmaction - INFO - Epoch [206][740/940] lr: 5.686e-02, eta: 10:35:09, time: 0.651, data_time: 0.003, memory: 9569, top1_acc: 0.4918, top5_acc: 0.7371, loss_cls: 2.1660, loss: 2.1660, grad_norm: 2.2769 2020-07-25 11:11:47,730 - mmaction - INFO - Epoch [206][760/940] lr: 5.686e-02, eta: 10:34:51, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.4959, top5_acc: 0.7338, loss_cls: 2.2081, loss: 2.2081, grad_norm: 2.3546 2020-07-25 11:12:00,697 - mmaction - INFO - Epoch [206][780/940] lr: 5.686e-02, eta: 10:34:34, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.4984, top5_acc: 0.7287, loss_cls: 2.2252, loss: 2.2252, grad_norm: 2.3763 2020-07-25 11:12:13,711 - mmaction - INFO - Epoch [206][800/940] lr: 5.686e-02, eta: 10:34:16, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.4875, top5_acc: 0.7217, loss_cls: 2.2426, loss: 2.2426, grad_norm: 2.3499 2020-07-25 11:12:26,703 - mmaction - INFO - Epoch [206][820/940] lr: 5.686e-02, eta: 10:33:59, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.4783, top5_acc: 0.7275, loss_cls: 2.2596, loss: 2.2596, grad_norm: 2.3724 2020-07-25 11:12:39,927 - mmaction - INFO - Epoch [206][840/940] lr: 5.686e-02, eta: 10:33:41, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.4826, top5_acc: 0.7312, loss_cls: 2.2508, loss: 2.2508, grad_norm: 2.3698 2020-07-25 11:12:52,883 - mmaction - INFO - Epoch [206][860/940] lr: 5.686e-02, eta: 10:33:24, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4820, top5_acc: 0.7199, loss_cls: 2.2631, loss: 2.2631, grad_norm: 2.3390 2020-07-25 11:13:05,831 - mmaction - INFO - Epoch [206][880/940] lr: 5.686e-02, eta: 10:33:06, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4877, top5_acc: 0.7191, loss_cls: 2.2391, loss: 2.2391, grad_norm: 2.3154 2020-07-25 11:13:18,881 - mmaction - INFO - Epoch [206][900/940] lr: 5.686e-02, eta: 10:32:49, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.5076, top5_acc: 0.7416, loss_cls: 2.1500, loss: 2.1500, grad_norm: 2.3282 2020-07-25 11:13:31,870 - mmaction - INFO - Epoch [206][920/940] lr: 5.686e-02, eta: 10:32:31, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4891, top5_acc: 0.7182, loss_cls: 2.2461, loss: 2.2461, grad_norm: 2.3278 2020-07-25 11:13:44,035 - mmaction - INFO - Epoch [206][940/940] lr: 5.686e-02, eta: 10:32:13, time: 0.608, data_time: 0.001, memory: 9569, top1_acc: 0.4785, top5_acc: 0.7214, loss_cls: 2.2547, loss: 2.2547, grad_norm: 2.3510 2020-07-25 11:16:22,615 - mmaction - INFO - Epoch [207][20/940] lr: 5.472e-02, eta: 10:32:58, time: 7.774, data_time: 7.027, memory: 9569, top1_acc: 0.4854, top5_acc: 0.7207, loss_cls: 2.2647, loss: 2.2647, grad_norm: 2.3441 2020-07-25 11:16:35,450 - mmaction - INFO - Epoch [207][40/940] lr: 5.472e-02, eta: 10:32:40, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.4914, top5_acc: 0.7305, loss_cls: 2.1711, loss: 2.1711, grad_norm: 2.3298 2020-07-25 11:16:48,329 - mmaction - INFO - Epoch [207][60/940] lr: 5.472e-02, eta: 10:32:23, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5109, top5_acc: 0.7355, loss_cls: 2.1434, loss: 2.1434, grad_norm: 2.2989 2020-07-25 11:17:01,249 - mmaction - INFO - Epoch [207][80/940] lr: 5.472e-02, eta: 10:32:05, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5057, top5_acc: 0.7436, loss_cls: 2.1393, loss: 2.1393, grad_norm: 2.3096 2020-07-25 11:17:14,099 - mmaction - INFO - Epoch [207][100/940] lr: 5.472e-02, eta: 10:31:48, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.4930, top5_acc: 0.7281, loss_cls: 2.2240, loss: 2.2240, grad_norm: 2.3277 2020-07-25 11:17:26,986 - mmaction - INFO - Epoch [207][120/940] lr: 5.472e-02, eta: 10:31:30, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4914, top5_acc: 0.7275, loss_cls: 2.2104, loss: 2.2104, grad_norm: 2.3384 2020-07-25 11:17:39,892 - mmaction - INFO - Epoch [207][140/940] lr: 5.472e-02, eta: 10:31:12, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5043, top5_acc: 0.7414, loss_cls: 2.1504, loss: 2.1504, grad_norm: 2.2917 2020-07-25 11:17:52,774 - mmaction - INFO - Epoch [207][160/940] lr: 5.472e-02, eta: 10:30:55, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4938, top5_acc: 0.7215, loss_cls: 2.2203, loss: 2.2203, grad_norm: 2.3733 2020-07-25 11:18:05,684 - mmaction - INFO - Epoch [207][180/940] lr: 5.472e-02, eta: 10:30:37, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4998, top5_acc: 0.7314, loss_cls: 2.2002, loss: 2.2002, grad_norm: 2.3472 2020-07-25 11:18:18,704 - mmaction - INFO - Epoch [207][200/940] lr: 5.472e-02, eta: 10:30:20, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.5016, top5_acc: 0.7297, loss_cls: 2.1980, loss: 2.1980, grad_norm: 2.3224 2020-07-25 11:18:31,790 - mmaction - INFO - Epoch [207][220/940] lr: 5.472e-02, eta: 10:30:02, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.4877, top5_acc: 0.7230, loss_cls: 2.2402, loss: 2.2402, grad_norm: 2.3883 2020-07-25 11:18:44,749 - mmaction - INFO - Epoch [207][240/940] lr: 5.472e-02, eta: 10:29:45, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5182, top5_acc: 0.7369, loss_cls: 2.1308, loss: 2.1308, grad_norm: 2.3184 2020-07-25 11:18:57,580 - mmaction - INFO - Epoch [207][260/940] lr: 5.472e-02, eta: 10:29:27, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.5002, top5_acc: 0.7383, loss_cls: 2.1658, loss: 2.1658, grad_norm: 2.3539 2020-07-25 11:19:10,484 - mmaction - INFO - Epoch [207][280/940] lr: 5.472e-02, eta: 10:29:09, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4850, top5_acc: 0.7252, loss_cls: 2.2529, loss: 2.2529, grad_norm: 2.3775 2020-07-25 11:19:23,370 - mmaction - INFO - Epoch [207][300/940] lr: 5.472e-02, eta: 10:28:52, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5068, top5_acc: 0.7406, loss_cls: 2.1504, loss: 2.1504, grad_norm: 2.2771 2020-07-25 11:19:36,318 - mmaction - INFO - Epoch [207][320/940] lr: 5.472e-02, eta: 10:28:34, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4988, top5_acc: 0.7283, loss_cls: 2.2059, loss: 2.2059, grad_norm: 2.3485 2020-07-25 11:19:49,209 - mmaction - INFO - Epoch [207][340/940] lr: 5.472e-02, eta: 10:28:17, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4994, top5_acc: 0.7383, loss_cls: 2.1629, loss: 2.1629, grad_norm: 2.3720 2020-07-25 11:20:02,092 - mmaction - INFO - Epoch [207][360/940] lr: 5.472e-02, eta: 10:27:59, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4908, top5_acc: 0.7281, loss_cls: 2.2146, loss: 2.2146, grad_norm: 2.3698 2020-07-25 11:20:15,069 - mmaction - INFO - Epoch [207][380/940] lr: 5.472e-02, eta: 10:27:42, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4918, top5_acc: 0.7318, loss_cls: 2.2317, loss: 2.2317, grad_norm: 2.3931 2020-07-25 11:20:28,006 - mmaction - INFO - Epoch [207][400/940] lr: 5.472e-02, eta: 10:27:24, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5033, top5_acc: 0.7355, loss_cls: 2.1745, loss: 2.1745, grad_norm: 2.3593 2020-07-25 11:20:40,846 - mmaction - INFO - Epoch [207][420/940] lr: 5.472e-02, eta: 10:27:06, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4924, top5_acc: 0.7412, loss_cls: 2.1904, loss: 2.1904, grad_norm: 2.4085 2020-07-25 11:20:53,769 - mmaction - INFO - Epoch [207][440/940] lr: 5.472e-02, eta: 10:26:49, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4871, top5_acc: 0.7248, loss_cls: 2.2542, loss: 2.2542, grad_norm: 2.3842 2020-07-25 11:21:06,874 - mmaction - INFO - Epoch [207][460/940] lr: 5.472e-02, eta: 10:26:31, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.4930, top5_acc: 0.7273, loss_cls: 2.2063, loss: 2.2063, grad_norm: 2.3624 2020-07-25 11:21:19,909 - mmaction - INFO - Epoch [207][480/940] lr: 5.472e-02, eta: 10:26:14, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.5061, top5_acc: 0.7363, loss_cls: 2.1502, loss: 2.1502, grad_norm: 2.3352 2020-07-25 11:21:33,232 - mmaction - INFO - Epoch [207][500/940] lr: 5.472e-02, eta: 10:25:57, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.4813, top5_acc: 0.7203, loss_cls: 2.2560, loss: 2.2560, grad_norm: 2.4131 2020-07-25 11:21:46,471 - mmaction - INFO - Epoch [207][520/940] lr: 5.472e-02, eta: 10:25:39, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.4928, top5_acc: 0.7363, loss_cls: 2.1708, loss: 2.1708, grad_norm: 2.3294 2020-07-25 11:21:59,419 - mmaction - INFO - Epoch [207][540/940] lr: 5.472e-02, eta: 10:25:22, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4822, top5_acc: 0.7236, loss_cls: 2.2577, loss: 2.2577, grad_norm: 2.3855 2020-07-25 11:22:12,697 - mmaction - INFO - Epoch [207][560/940] lr: 5.472e-02, eta: 10:25:04, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.4941, top5_acc: 0.7336, loss_cls: 2.2042, loss: 2.2042, grad_norm: 2.3511 2020-07-25 11:22:26,110 - mmaction - INFO - Epoch [207][580/940] lr: 5.472e-02, eta: 10:24:47, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.4900, top5_acc: 0.7408, loss_cls: 2.1958, loss: 2.1958, grad_norm: 2.3669 2020-07-25 11:22:39,017 - mmaction - INFO - Epoch [207][600/940] lr: 5.472e-02, eta: 10:24:29, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4984, top5_acc: 0.7322, loss_cls: 2.1990, loss: 2.1990, grad_norm: 2.3449 2020-07-25 11:22:51,935 - mmaction - INFO - Epoch [207][620/940] lr: 5.472e-02, eta: 10:24:12, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4930, top5_acc: 0.7287, loss_cls: 2.2285, loss: 2.2285, grad_norm: 2.3919 2020-07-25 11:23:04,816 - mmaction - INFO - Epoch [207][640/940] lr: 5.472e-02, eta: 10:23:54, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4951, top5_acc: 0.7344, loss_cls: 2.1813, loss: 2.1813, grad_norm: 2.2862 2020-07-25 11:23:17,686 - mmaction - INFO - Epoch [207][660/940] lr: 5.472e-02, eta: 10:23:37, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4896, top5_acc: 0.7279, loss_cls: 2.2509, loss: 2.2509, grad_norm: 2.4018 2020-07-25 11:23:30,662 - mmaction - INFO - Epoch [207][680/940] lr: 5.472e-02, eta: 10:23:19, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.4986, top5_acc: 0.7357, loss_cls: 2.1739, loss: 2.1739, grad_norm: 2.3764 2020-07-25 11:23:43,548 - mmaction - INFO - Epoch [207][700/940] lr: 5.472e-02, eta: 10:23:02, time: 0.644, data_time: 0.003, memory: 9569, top1_acc: 0.4939, top5_acc: 0.7307, loss_cls: 2.2063, loss: 2.2063, grad_norm: 2.4011 2020-07-25 11:23:56,431 - mmaction - INFO - Epoch [207][720/940] lr: 5.472e-02, eta: 10:22:44, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4744, top5_acc: 0.7102, loss_cls: 2.2999, loss: 2.2999, grad_norm: 2.3817 2020-07-25 11:24:09,428 - mmaction - INFO - Epoch [207][740/940] lr: 5.472e-02, eta: 10:22:27, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4971, top5_acc: 0.7352, loss_cls: 2.1976, loss: 2.1976, grad_norm: 2.3708 2020-07-25 11:24:22,382 - mmaction - INFO - Epoch [207][760/940] lr: 5.472e-02, eta: 10:22:09, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5018, top5_acc: 0.7365, loss_cls: 2.1744, loss: 2.1744, grad_norm: 2.3580 2020-07-25 11:24:35,275 - mmaction - INFO - Epoch [207][780/940] lr: 5.472e-02, eta: 10:21:52, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4977, top5_acc: 0.7312, loss_cls: 2.2010, loss: 2.2010, grad_norm: 2.3473 2020-07-25 11:24:48,128 - mmaction - INFO - Epoch [207][800/940] lr: 5.472e-02, eta: 10:21:34, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4898, top5_acc: 0.7252, loss_cls: 2.2420, loss: 2.2420, grad_norm: 2.3749 2020-07-25 11:25:01,159 - mmaction - INFO - Epoch [207][820/940] lr: 5.472e-02, eta: 10:21:17, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.4799, top5_acc: 0.7160, loss_cls: 2.2661, loss: 2.2661, grad_norm: 2.3856 2020-07-25 11:25:14,446 - mmaction - INFO - Epoch [207][840/940] lr: 5.472e-02, eta: 10:20:59, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.4934, top5_acc: 0.7342, loss_cls: 2.2040, loss: 2.2040, grad_norm: 2.3359 2020-07-25 11:25:27,341 - mmaction - INFO - Epoch [207][860/940] lr: 5.472e-02, eta: 10:20:42, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4877, top5_acc: 0.7197, loss_cls: 2.2396, loss: 2.2396, grad_norm: 2.3926 2020-07-25 11:25:40,718 - mmaction - INFO - Epoch [207][880/940] lr: 5.472e-02, eta: 10:20:24, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.4994, top5_acc: 0.7400, loss_cls: 2.1577, loss: 2.1577, grad_norm: 2.3414 2020-07-25 11:25:53,655 - mmaction - INFO - Epoch [207][900/940] lr: 5.472e-02, eta: 10:20:07, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.4906, top5_acc: 0.7289, loss_cls: 2.2311, loss: 2.2311, grad_norm: 2.3793 2020-07-25 11:26:06,593 - mmaction - INFO - Epoch [207][920/940] lr: 5.472e-02, eta: 10:19:49, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4971, top5_acc: 0.7342, loss_cls: 2.1944, loss: 2.1944, grad_norm: 2.3809 2020-07-25 11:26:18,801 - mmaction - INFO - Epoch [207][940/940] lr: 5.472e-02, eta: 10:19:31, time: 0.610, data_time: 0.001, memory: 9569, top1_acc: 0.4862, top5_acc: 0.7181, loss_cls: 2.2743, loss: 2.2743, grad_norm: 2.4102 2020-07-25 11:28:50,961 - mmaction - INFO - Epoch [208][20/940] lr: 5.262e-02, eta: 10:20:12, time: 7.409, data_time: 6.705, memory: 9569, top1_acc: 0.4992, top5_acc: 0.7441, loss_cls: 2.1481, loss: 2.1481, grad_norm: 2.3410 2020-07-25 11:29:03,735 - mmaction - INFO - Epoch [208][40/940] lr: 5.262e-02, eta: 10:19:54, time: 0.637, data_time: 0.001, memory: 9569, top1_acc: 0.5025, top5_acc: 0.7365, loss_cls: 2.1647, loss: 2.1647, grad_norm: 2.3481 2020-07-25 11:29:16,608 - mmaction - INFO - Epoch [208][60/940] lr: 5.262e-02, eta: 10:19:36, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.4986, top5_acc: 0.7350, loss_cls: 2.1747, loss: 2.1747, grad_norm: 2.3832 2020-07-25 11:29:29,554 - mmaction - INFO - Epoch [208][80/940] lr: 5.262e-02, eta: 10:19:19, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.5025, top5_acc: 0.7420, loss_cls: 2.1738, loss: 2.1738, grad_norm: 2.3878 2020-07-25 11:29:42,399 - mmaction - INFO - Epoch [208][100/940] lr: 5.262e-02, eta: 10:19:01, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.5123, top5_acc: 0.7381, loss_cls: 2.1071, loss: 2.1071, grad_norm: 2.3782 2020-07-25 11:29:55,486 - mmaction - INFO - Epoch [208][120/940] lr: 5.262e-02, eta: 10:18:44, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.5018, top5_acc: 0.7365, loss_cls: 2.1513, loss: 2.1513, grad_norm: 2.3520 2020-07-25 11:30:08,344 - mmaction - INFO - Epoch [208][140/940] lr: 5.262e-02, eta: 10:18:26, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.5098, top5_acc: 0.7434, loss_cls: 2.1204, loss: 2.1204, grad_norm: 2.3029 2020-07-25 11:30:21,298 - mmaction - INFO - Epoch [208][160/940] lr: 5.262e-02, eta: 10:18:09, time: 0.648, data_time: 0.004, memory: 9569, top1_acc: 0.5057, top5_acc: 0.7316, loss_cls: 2.1731, loss: 2.1731, grad_norm: 2.3589 2020-07-25 11:30:34,184 - mmaction - INFO - Epoch [208][180/940] lr: 5.262e-02, eta: 10:17:51, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5004, top5_acc: 0.7334, loss_cls: 2.1882, loss: 2.1882, grad_norm: 2.3875 2020-07-25 11:30:47,038 - mmaction - INFO - Epoch [208][200/940] lr: 5.262e-02, eta: 10:17:34, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.4996, top5_acc: 0.7359, loss_cls: 2.1736, loss: 2.1736, grad_norm: 2.3555 2020-07-25 11:30:59,912 - mmaction - INFO - Epoch [208][220/940] lr: 5.262e-02, eta: 10:17:16, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4986, top5_acc: 0.7291, loss_cls: 2.2155, loss: 2.2155, grad_norm: 2.4085 2020-07-25 11:31:13,012 - mmaction - INFO - Epoch [208][240/940] lr: 5.262e-02, eta: 10:16:59, time: 0.655, data_time: 0.003, memory: 9569, top1_acc: 0.4928, top5_acc: 0.7201, loss_cls: 2.2162, loss: 2.2162, grad_norm: 2.3823 2020-07-25 11:31:26,393 - mmaction - INFO - Epoch [208][260/940] lr: 5.262e-02, eta: 10:16:41, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.4953, top5_acc: 0.7340, loss_cls: 2.1880, loss: 2.1880, grad_norm: 2.3396 2020-07-25 11:31:39,299 - mmaction - INFO - Epoch [208][280/940] lr: 5.262e-02, eta: 10:16:24, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5004, top5_acc: 0.7354, loss_cls: 2.1781, loss: 2.1781, grad_norm: 2.3436 2020-07-25 11:31:52,992 - mmaction - INFO - Epoch [208][300/940] lr: 5.262e-02, eta: 10:16:07, time: 0.685, data_time: 0.002, memory: 9569, top1_acc: 0.5133, top5_acc: 0.7434, loss_cls: 2.1281, loss: 2.1281, grad_norm: 2.3286 2020-07-25 11:32:05,897 - mmaction - INFO - Epoch [208][320/940] lr: 5.262e-02, eta: 10:15:49, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5055, top5_acc: 0.7324, loss_cls: 2.1911, loss: 2.1911, grad_norm: 2.3819 2020-07-25 11:32:18,853 - mmaction - INFO - Epoch [208][340/940] lr: 5.262e-02, eta: 10:15:31, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5021, top5_acc: 0.7393, loss_cls: 2.1547, loss: 2.1547, grad_norm: 2.3555 2020-07-25 11:32:31,763 - mmaction - INFO - Epoch [208][360/940] lr: 5.262e-02, eta: 10:15:14, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5057, top5_acc: 0.7371, loss_cls: 2.1568, loss: 2.1568, grad_norm: 2.3918 2020-07-25 11:32:44,718 - mmaction - INFO - Epoch [208][380/940] lr: 5.262e-02, eta: 10:14:56, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4986, top5_acc: 0.7361, loss_cls: 2.1760, loss: 2.1760, grad_norm: 2.4113 2020-07-25 11:32:57,936 - mmaction - INFO - Epoch [208][400/940] lr: 5.262e-02, eta: 10:14:39, time: 0.660, data_time: 0.001, memory: 9569, top1_acc: 0.4992, top5_acc: 0.7180, loss_cls: 2.2264, loss: 2.2264, grad_norm: 2.3626 2020-07-25 11:33:10,867 - mmaction - INFO - Epoch [208][420/940] lr: 5.262e-02, eta: 10:14:22, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5051, top5_acc: 0.7377, loss_cls: 2.2040, loss: 2.2040, grad_norm: 2.4287 2020-07-25 11:33:24,168 - mmaction - INFO - Epoch [208][440/940] lr: 5.262e-02, eta: 10:14:04, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.4959, top5_acc: 0.7275, loss_cls: 2.2073, loss: 2.2073, grad_norm: 2.4072 2020-07-25 11:33:37,048 - mmaction - INFO - Epoch [208][460/940] lr: 5.262e-02, eta: 10:13:47, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5023, top5_acc: 0.7381, loss_cls: 2.1473, loss: 2.1473, grad_norm: 2.3899 2020-07-25 11:33:50,096 - mmaction - INFO - Epoch [208][480/940] lr: 5.262e-02, eta: 10:13:29, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.4926, top5_acc: 0.7271, loss_cls: 2.2341, loss: 2.2341, grad_norm: 2.3994 2020-07-25 11:34:03,019 - mmaction - INFO - Epoch [208][500/940] lr: 5.262e-02, eta: 10:13:12, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4932, top5_acc: 0.7338, loss_cls: 2.2003, loss: 2.2003, grad_norm: 2.4266 2020-07-25 11:34:15,945 - mmaction - INFO - Epoch [208][520/940] lr: 5.262e-02, eta: 10:12:54, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4961, top5_acc: 0.7369, loss_cls: 2.1853, loss: 2.1853, grad_norm: 2.4051 2020-07-25 11:34:28,893 - mmaction - INFO - Epoch [208][540/940] lr: 5.262e-02, eta: 10:12:37, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.4965, top5_acc: 0.7299, loss_cls: 2.2146, loss: 2.2146, grad_norm: 2.3969 2020-07-25 11:34:41,782 - mmaction - INFO - Epoch [208][560/940] lr: 5.262e-02, eta: 10:12:19, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5004, top5_acc: 0.7291, loss_cls: 2.1971, loss: 2.1971, grad_norm: 2.3479 2020-07-25 11:34:54,730 - mmaction - INFO - Epoch [208][580/940] lr: 5.262e-02, eta: 10:12:02, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5049, top5_acc: 0.7396, loss_cls: 2.1756, loss: 2.1756, grad_norm: 2.3653 2020-07-25 11:35:07,667 - mmaction - INFO - Epoch [208][600/940] lr: 5.262e-02, eta: 10:11:44, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4914, top5_acc: 0.7330, loss_cls: 2.2225, loss: 2.2225, grad_norm: 2.4247 2020-07-25 11:35:20,568 - mmaction - INFO - Epoch [208][620/940] lr: 5.262e-02, eta: 10:11:27, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4951, top5_acc: 0.7367, loss_cls: 2.1991, loss: 2.1991, grad_norm: 2.3685 2020-07-25 11:35:33,565 - mmaction - INFO - Epoch [208][640/940] lr: 5.262e-02, eta: 10:11:09, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4930, top5_acc: 0.7277, loss_cls: 2.2243, loss: 2.2243, grad_norm: 2.3902 2020-07-25 11:35:46,510 - mmaction - INFO - Epoch [208][660/940] lr: 5.262e-02, eta: 10:10:52, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5043, top5_acc: 0.7348, loss_cls: 2.1648, loss: 2.1648, grad_norm: 2.3714 2020-07-25 11:35:59,506 - mmaction - INFO - Epoch [208][680/940] lr: 5.262e-02, eta: 10:10:34, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4998, top5_acc: 0.7281, loss_cls: 2.1882, loss: 2.1882, grad_norm: 2.4028 2020-07-25 11:36:12,393 - mmaction - INFO - Epoch [208][700/940] lr: 5.262e-02, eta: 10:10:17, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4914, top5_acc: 0.7289, loss_cls: 2.2246, loss: 2.2246, grad_norm: 2.3889 2020-07-25 11:36:25,326 - mmaction - INFO - Epoch [208][720/940] lr: 5.262e-02, eta: 10:09:59, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4973, top5_acc: 0.7297, loss_cls: 2.1953, loss: 2.1953, grad_norm: 2.3932 2020-07-25 11:36:38,295 - mmaction - INFO - Epoch [208][740/940] lr: 5.262e-02, eta: 10:09:42, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.4945, top5_acc: 0.7268, loss_cls: 2.2182, loss: 2.2182, grad_norm: 2.4253 2020-07-25 11:36:51,233 - mmaction - INFO - Epoch [208][760/940] lr: 5.262e-02, eta: 10:09:24, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4848, top5_acc: 0.7314, loss_cls: 2.2312, loss: 2.2312, grad_norm: 2.4149 2020-07-25 11:37:04,149 - mmaction - INFO - Epoch [208][780/940] lr: 5.262e-02, eta: 10:09:07, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.4926, top5_acc: 0.7295, loss_cls: 2.2038, loss: 2.2038, grad_norm: 2.3615 2020-07-25 11:37:17,188 - mmaction - INFO - Epoch [208][800/940] lr: 5.262e-02, eta: 10:08:49, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.4963, top5_acc: 0.7354, loss_cls: 2.1952, loss: 2.1952, grad_norm: 2.3939 2020-07-25 11:37:30,094 - mmaction - INFO - Epoch [208][820/940] lr: 5.262e-02, eta: 10:08:32, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4904, top5_acc: 0.7352, loss_cls: 2.1912, loss: 2.1912, grad_norm: 2.3993 2020-07-25 11:37:43,454 - mmaction - INFO - Epoch [208][840/940] lr: 5.262e-02, eta: 10:08:15, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.4939, top5_acc: 0.7352, loss_cls: 2.1853, loss: 2.1853, grad_norm: 2.3693 2020-07-25 11:37:56,865 - mmaction - INFO - Epoch [208][860/940] lr: 5.262e-02, eta: 10:07:57, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.4988, top5_acc: 0.7266, loss_cls: 2.2105, loss: 2.2105, grad_norm: 2.4020 2020-07-25 11:38:10,148 - mmaction - INFO - Epoch [208][880/940] lr: 5.262e-02, eta: 10:07:40, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.4838, top5_acc: 0.7250, loss_cls: 2.2522, loss: 2.2522, grad_norm: 2.4492 2020-07-25 11:38:23,566 - mmaction - INFO - Epoch [208][900/940] lr: 5.262e-02, eta: 10:07:23, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.4980, top5_acc: 0.7350, loss_cls: 2.1923, loss: 2.1923, grad_norm: 2.3509 2020-07-25 11:38:37,134 - mmaction - INFO - Epoch [208][920/940] lr: 5.262e-02, eta: 10:07:06, time: 0.678, data_time: 0.001, memory: 9569, top1_acc: 0.5084, top5_acc: 0.7422, loss_cls: 2.1347, loss: 2.1347, grad_norm: 2.3697 2020-07-25 11:38:49,331 - mmaction - INFO - Epoch [208][940/940] lr: 5.262e-02, eta: 10:06:48, time: 0.610, data_time: 0.001, memory: 9569, top1_acc: 0.5043, top5_acc: 0.7346, loss_cls: 2.1794, loss: 2.1794, grad_norm: 2.4231 2020-07-25 11:38:53,137 - mmaction - INFO - Saving checkpoint at 208 epochs 2020-07-25 11:41:26,658 - mmaction - INFO - Epoch [209][20/940] lr: 5.056e-02, eta: 10:07:28, time: 7.612, data_time: 6.905, memory: 9569, top1_acc: 0.5021, top5_acc: 0.7338, loss_cls: 2.1695, loss: 2.1695, grad_norm: 2.3777 2020-07-25 11:41:39,496 - mmaction - INFO - Epoch [209][40/940] lr: 5.056e-02, eta: 10:07:10, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.5018, top5_acc: 0.7432, loss_cls: 2.1425, loss: 2.1425, grad_norm: 2.4150 2020-07-25 11:41:52,360 - mmaction - INFO - Epoch [209][60/940] lr: 5.056e-02, eta: 10:06:53, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.5158, top5_acc: 0.7492, loss_cls: 2.1113, loss: 2.1113, grad_norm: 2.3423 2020-07-25 11:42:05,228 - mmaction - INFO - Epoch [209][80/940] lr: 5.056e-02, eta: 10:06:35, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.5262, top5_acc: 0.7555, loss_cls: 2.0705, loss: 2.0705, grad_norm: 2.3375 2020-07-25 11:42:18,240 - mmaction - INFO - Epoch [209][100/940] lr: 5.056e-02, eta: 10:06:18, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.4945, top5_acc: 0.7273, loss_cls: 2.2092, loss: 2.2092, grad_norm: 2.4303 2020-07-25 11:42:31,101 - mmaction - INFO - Epoch [209][120/940] lr: 5.056e-02, eta: 10:06:00, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.5146, top5_acc: 0.7389, loss_cls: 2.1145, loss: 2.1145, grad_norm: 2.4056 2020-07-25 11:42:44,487 - mmaction - INFO - Epoch [209][140/940] lr: 5.056e-02, eta: 10:05:43, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.5094, top5_acc: 0.7342, loss_cls: 2.1648, loss: 2.1648, grad_norm: 2.3584 2020-07-25 11:42:57,378 - mmaction - INFO - Epoch [209][160/940] lr: 5.056e-02, eta: 10:05:26, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5066, top5_acc: 0.7430, loss_cls: 2.1365, loss: 2.1365, grad_norm: 2.3956 2020-07-25 11:43:10,286 - mmaction - INFO - Epoch [209][180/940] lr: 5.056e-02, eta: 10:05:08, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5104, top5_acc: 0.7387, loss_cls: 2.1445, loss: 2.1445, grad_norm: 2.3866 2020-07-25 11:43:23,160 - mmaction - INFO - Epoch [209][200/940] lr: 5.056e-02, eta: 10:04:51, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4963, top5_acc: 0.7311, loss_cls: 2.1943, loss: 2.1943, grad_norm: 2.4381 2020-07-25 11:43:36,070 - mmaction - INFO - Epoch [209][220/940] lr: 5.056e-02, eta: 10:04:33, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.4986, top5_acc: 0.7291, loss_cls: 2.1995, loss: 2.1995, grad_norm: 2.3827 2020-07-25 11:43:49,000 - mmaction - INFO - Epoch [209][240/940] lr: 5.056e-02, eta: 10:04:16, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5068, top5_acc: 0.7393, loss_cls: 2.1423, loss: 2.1423, grad_norm: 2.3857 2020-07-25 11:44:01,916 - mmaction - INFO - Epoch [209][260/940] lr: 5.056e-02, eta: 10:03:58, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4947, top5_acc: 0.7367, loss_cls: 2.1695, loss: 2.1695, grad_norm: 2.4447 2020-07-25 11:44:14,841 - mmaction - INFO - Epoch [209][280/940] lr: 5.056e-02, eta: 10:03:41, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5074, top5_acc: 0.7396, loss_cls: 2.1477, loss: 2.1477, grad_norm: 2.4029 2020-07-25 11:44:27,784 - mmaction - INFO - Epoch [209][300/940] lr: 5.056e-02, eta: 10:03:23, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5066, top5_acc: 0.7359, loss_cls: 2.1872, loss: 2.1872, grad_norm: 2.4304 2020-07-25 11:44:40,690 - mmaction - INFO - Epoch [209][320/940] lr: 5.056e-02, eta: 10:03:06, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5033, top5_acc: 0.7414, loss_cls: 2.1596, loss: 2.1596, grad_norm: 2.4261 2020-07-25 11:44:53,554 - mmaction - INFO - Epoch [209][340/940] lr: 5.056e-02, eta: 10:02:48, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5053, top5_acc: 0.7398, loss_cls: 2.1520, loss: 2.1520, grad_norm: 2.3861 2020-07-25 11:45:06,411 - mmaction - INFO - Epoch [209][360/940] lr: 5.056e-02, eta: 10:02:31, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.4914, top5_acc: 0.7225, loss_cls: 2.2202, loss: 2.2202, grad_norm: 2.4075 2020-07-25 11:45:19,489 - mmaction - INFO - Epoch [209][380/940] lr: 5.056e-02, eta: 10:02:13, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.4990, top5_acc: 0.7459, loss_cls: 2.1457, loss: 2.1457, grad_norm: 2.4366 2020-07-25 11:45:32,419 - mmaction - INFO - Epoch [209][400/940] lr: 5.056e-02, eta: 10:01:56, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5002, top5_acc: 0.7371, loss_cls: 2.1821, loss: 2.1821, grad_norm: 2.4545 2020-07-25 11:45:45,296 - mmaction - INFO - Epoch [209][420/940] lr: 5.056e-02, eta: 10:01:38, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4936, top5_acc: 0.7270, loss_cls: 2.2040, loss: 2.2040, grad_norm: 2.4197 2020-07-25 11:45:58,214 - mmaction - INFO - Epoch [209][440/940] lr: 5.056e-02, eta: 10:01:21, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5154, top5_acc: 0.7393, loss_cls: 2.1578, loss: 2.1578, grad_norm: 2.3881 2020-07-25 11:46:11,109 - mmaction - INFO - Epoch [209][460/940] lr: 5.056e-02, eta: 10:01:03, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5053, top5_acc: 0.7443, loss_cls: 2.1278, loss: 2.1278, grad_norm: 2.3987 2020-07-25 11:46:24,042 - mmaction - INFO - Epoch [209][480/940] lr: 5.056e-02, eta: 10:00:46, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4957, top5_acc: 0.7230, loss_cls: 2.2264, loss: 2.2264, grad_norm: 2.4258 2020-07-25 11:46:36,882 - mmaction - INFO - Epoch [209][500/940] lr: 5.056e-02, eta: 10:00:28, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.4941, top5_acc: 0.7359, loss_cls: 2.1966, loss: 2.1966, grad_norm: 2.4359 2020-07-25 11:46:49,901 - mmaction - INFO - Epoch [209][520/940] lr: 5.056e-02, eta: 10:00:11, time: 0.652, data_time: 0.003, memory: 9569, top1_acc: 0.5057, top5_acc: 0.7391, loss_cls: 2.1426, loss: 2.1426, grad_norm: 2.3871 2020-07-25 11:47:02,884 - mmaction - INFO - Epoch [209][540/940] lr: 5.056e-02, eta: 9:59:54, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.4957, top5_acc: 0.7213, loss_cls: 2.2220, loss: 2.2220, grad_norm: 2.4248 2020-07-25 11:47:15,803 - mmaction - INFO - Epoch [209][560/940] lr: 5.056e-02, eta: 9:59:36, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4877, top5_acc: 0.7387, loss_cls: 2.2208, loss: 2.2208, grad_norm: 2.4717 2020-07-25 11:47:28,759 - mmaction - INFO - Epoch [209][580/940] lr: 5.056e-02, eta: 9:59:19, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.5074, top5_acc: 0.7512, loss_cls: 2.1101, loss: 2.1101, grad_norm: 2.3927 2020-07-25 11:47:41,672 - mmaction - INFO - Epoch [209][600/940] lr: 5.056e-02, eta: 9:59:01, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5018, top5_acc: 0.7316, loss_cls: 2.1801, loss: 2.1801, grad_norm: 2.4075 2020-07-25 11:47:54,688 - mmaction - INFO - Epoch [209][620/940] lr: 5.056e-02, eta: 9:58:44, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.5035, top5_acc: 0.7396, loss_cls: 2.1559, loss: 2.1559, grad_norm: 2.4182 2020-07-25 11:48:07,648 - mmaction - INFO - Epoch [209][640/940] lr: 5.056e-02, eta: 9:58:26, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5027, top5_acc: 0.7254, loss_cls: 2.2159, loss: 2.2159, grad_norm: 2.3874 2020-07-25 11:48:20,527 - mmaction - INFO - Epoch [209][660/940] lr: 5.056e-02, eta: 9:58:09, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5135, top5_acc: 0.7307, loss_cls: 2.1510, loss: 2.1510, grad_norm: 2.3642 2020-07-25 11:48:33,423 - mmaction - INFO - Epoch [209][680/940] lr: 5.056e-02, eta: 9:57:51, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5131, top5_acc: 0.7451, loss_cls: 2.1489, loss: 2.1489, grad_norm: 2.4104 2020-07-25 11:48:46,804 - mmaction - INFO - Epoch [209][700/940] lr: 5.056e-02, eta: 9:57:34, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.4822, top5_acc: 0.7262, loss_cls: 2.2311, loss: 2.2311, grad_norm: 2.4621 2020-07-25 11:49:00,384 - mmaction - INFO - Epoch [209][720/940] lr: 5.056e-02, eta: 9:57:17, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.4900, top5_acc: 0.7273, loss_cls: 2.2285, loss: 2.2285, grad_norm: 2.3964 2020-07-25 11:49:13,335 - mmaction - INFO - Epoch [209][740/940] lr: 5.056e-02, eta: 9:57:00, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4973, top5_acc: 0.7369, loss_cls: 2.1677, loss: 2.1677, grad_norm: 2.4040 2020-07-25 11:49:26,854 - mmaction - INFO - Epoch [209][760/940] lr: 5.056e-02, eta: 9:56:42, time: 0.676, data_time: 0.001, memory: 9569, top1_acc: 0.4938, top5_acc: 0.7357, loss_cls: 2.1932, loss: 2.1932, grad_norm: 2.4374 2020-07-25 11:49:39,792 - mmaction - INFO - Epoch [209][780/940] lr: 5.056e-02, eta: 9:56:25, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5064, top5_acc: 0.7400, loss_cls: 2.1606, loss: 2.1606, grad_norm: 2.4170 2020-07-25 11:49:52,768 - mmaction - INFO - Epoch [209][800/940] lr: 5.056e-02, eta: 9:56:07, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.5102, top5_acc: 0.7422, loss_cls: 2.1298, loss: 2.1298, grad_norm: 2.4312 2020-07-25 11:50:05,662 - mmaction - INFO - Epoch [209][820/940] lr: 5.056e-02, eta: 9:55:50, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5131, top5_acc: 0.7387, loss_cls: 2.1553, loss: 2.1553, grad_norm: 2.4284 2020-07-25 11:50:18,583 - mmaction - INFO - Epoch [209][840/940] lr: 5.056e-02, eta: 9:55:33, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5027, top5_acc: 0.7455, loss_cls: 2.1784, loss: 2.1784, grad_norm: 2.4151 2020-07-25 11:50:31,504 - mmaction - INFO - Epoch [209][860/940] lr: 5.056e-02, eta: 9:55:15, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.4984, top5_acc: 0.7348, loss_cls: 2.1583, loss: 2.1583, grad_norm: 2.4366 2020-07-25 11:50:44,423 - mmaction - INFO - Epoch [209][880/940] lr: 5.056e-02, eta: 9:54:58, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5029, top5_acc: 0.7371, loss_cls: 2.1669, loss: 2.1669, grad_norm: 2.4387 2020-07-25 11:50:57,301 - mmaction - INFO - Epoch [209][900/940] lr: 5.056e-02, eta: 9:54:40, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4967, top5_acc: 0.7277, loss_cls: 2.2072, loss: 2.2072, grad_norm: 2.4351 2020-07-25 11:51:10,220 - mmaction - INFO - Epoch [209][920/940] lr: 5.056e-02, eta: 9:54:23, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4998, top5_acc: 0.7344, loss_cls: 2.1711, loss: 2.1711, grad_norm: 2.4678 2020-07-25 11:51:22,417 - mmaction - INFO - Epoch [209][940/940] lr: 5.056e-02, eta: 9:54:05, time: 0.610, data_time: 0.001, memory: 9569, top1_acc: 0.4970, top5_acc: 0.7295, loss_cls: 2.2066, loss: 2.2066, grad_norm: 2.4609 2020-07-25 11:53:44,447 - mmaction - INFO - Epoch [210][20/940] lr: 4.853e-02, eta: 9:54:38, time: 6.905, data_time: 5.320, memory: 9569, top1_acc: 0.5193, top5_acc: 0.7484, loss_cls: 2.0807, loss: 2.0807, grad_norm: 2.3666 2020-07-25 11:53:57,213 - mmaction - INFO - Epoch [210][40/940] lr: 4.853e-02, eta: 9:54:20, time: 0.640, data_time: 0.002, memory: 9569, top1_acc: 0.5121, top5_acc: 0.7410, loss_cls: 2.1444, loss: 2.1444, grad_norm: 2.4126 2020-07-25 11:54:10,063 - mmaction - INFO - Epoch [210][60/940] lr: 4.853e-02, eta: 9:54:03, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.4973, top5_acc: 0.7322, loss_cls: 2.1738, loss: 2.1738, grad_norm: 2.4624 2020-07-25 11:54:23,095 - mmaction - INFO - Epoch [210][80/940] lr: 4.853e-02, eta: 9:53:46, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.5084, top5_acc: 0.7389, loss_cls: 2.1389, loss: 2.1389, grad_norm: 2.4182 2020-07-25 11:54:36,235 - mmaction - INFO - Epoch [210][100/940] lr: 4.853e-02, eta: 9:53:28, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.5105, top5_acc: 0.7475, loss_cls: 2.1120, loss: 2.1120, grad_norm: 2.4201 2020-07-25 11:54:49,864 - mmaction - INFO - Epoch [210][120/940] lr: 4.853e-02, eta: 9:53:11, time: 0.682, data_time: 0.003, memory: 9569, top1_acc: 0.5145, top5_acc: 0.7373, loss_cls: 2.1409, loss: 2.1409, grad_norm: 2.4215 2020-07-25 11:55:03,477 - mmaction - INFO - Epoch [210][140/940] lr: 4.853e-02, eta: 9:52:54, time: 0.681, data_time: 0.002, memory: 9569, top1_acc: 0.5168, top5_acc: 0.7463, loss_cls: 2.1148, loss: 2.1148, grad_norm: 2.3759 2020-07-25 11:55:16,374 - mmaction - INFO - Epoch [210][160/940] lr: 4.853e-02, eta: 9:52:36, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5150, top5_acc: 0.7451, loss_cls: 2.1240, loss: 2.1240, grad_norm: 2.4062 2020-07-25 11:55:29,293 - mmaction - INFO - Epoch [210][180/940] lr: 4.853e-02, eta: 9:52:19, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5162, top5_acc: 0.7473, loss_cls: 2.0834, loss: 2.0834, grad_norm: 2.4079 2020-07-25 11:55:42,149 - mmaction - INFO - Epoch [210][200/940] lr: 4.853e-02, eta: 9:52:01, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5111, top5_acc: 0.7369, loss_cls: 2.1580, loss: 2.1580, grad_norm: 2.4587 2020-07-25 11:55:55,012 - mmaction - INFO - Epoch [210][220/940] lr: 4.853e-02, eta: 9:51:44, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5209, top5_acc: 0.7441, loss_cls: 2.0891, loss: 2.0891, grad_norm: 2.3990 2020-07-25 11:56:08,088 - mmaction - INFO - Epoch [210][240/940] lr: 4.853e-02, eta: 9:51:27, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.5029, top5_acc: 0.7463, loss_cls: 2.1024, loss: 2.1024, grad_norm: 2.4184 2020-07-25 11:56:21,059 - mmaction - INFO - Epoch [210][260/940] lr: 4.853e-02, eta: 9:51:09, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5068, top5_acc: 0.7393, loss_cls: 2.1242, loss: 2.1242, grad_norm: 2.4158 2020-07-25 11:56:34,022 - mmaction - INFO - Epoch [210][280/940] lr: 4.853e-02, eta: 9:50:52, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5014, top5_acc: 0.7410, loss_cls: 2.1727, loss: 2.1727, grad_norm: 2.4592 2020-07-25 11:56:47,068 - mmaction - INFO - Epoch [210][300/940] lr: 4.853e-02, eta: 9:50:34, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.5053, top5_acc: 0.7393, loss_cls: 2.1580, loss: 2.1580, grad_norm: 2.4374 2020-07-25 11:57:00,104 - mmaction - INFO - Epoch [210][320/940] lr: 4.853e-02, eta: 9:50:17, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.5141, top5_acc: 0.7521, loss_cls: 2.1189, loss: 2.1189, grad_norm: 2.4217 2020-07-25 11:57:13,038 - mmaction - INFO - Epoch [210][340/940] lr: 4.853e-02, eta: 9:50:00, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5113, top5_acc: 0.7455, loss_cls: 2.1012, loss: 2.1012, grad_norm: 2.4497 2020-07-25 11:57:26,364 - mmaction - INFO - Epoch [210][360/940] lr: 4.853e-02, eta: 9:49:42, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.5041, top5_acc: 0.7383, loss_cls: 2.1882, loss: 2.1882, grad_norm: 2.5126 2020-07-25 11:57:39,354 - mmaction - INFO - Epoch [210][380/940] lr: 4.853e-02, eta: 9:49:25, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.5129, top5_acc: 0.7350, loss_cls: 2.1140, loss: 2.1140, grad_norm: 2.4315 2020-07-25 11:57:52,234 - mmaction - INFO - Epoch [210][400/940] lr: 4.853e-02, eta: 9:49:07, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.4930, top5_acc: 0.7205, loss_cls: 2.2153, loss: 2.2153, grad_norm: 2.4544 2020-07-25 11:58:05,235 - mmaction - INFO - Epoch [210][420/940] lr: 4.853e-02, eta: 9:48:50, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.5045, top5_acc: 0.7270, loss_cls: 2.1915, loss: 2.1915, grad_norm: 2.4514 2020-07-25 11:58:18,120 - mmaction - INFO - Epoch [210][440/940] lr: 4.853e-02, eta: 9:48:33, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5086, top5_acc: 0.7379, loss_cls: 2.1330, loss: 2.1330, grad_norm: 2.4577 2020-07-25 11:58:31,078 - mmaction - INFO - Epoch [210][460/940] lr: 4.853e-02, eta: 9:48:15, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5070, top5_acc: 0.7344, loss_cls: 2.1622, loss: 2.1622, grad_norm: 2.4423 2020-07-25 11:58:43,949 - mmaction - INFO - Epoch [210][480/940] lr: 4.853e-02, eta: 9:47:58, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.4973, top5_acc: 0.7338, loss_cls: 2.1921, loss: 2.1921, grad_norm: 2.4643 2020-07-25 11:58:57,293 - mmaction - INFO - Epoch [210][500/940] lr: 4.853e-02, eta: 9:47:41, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.5152, top5_acc: 0.7432, loss_cls: 2.1350, loss: 2.1350, grad_norm: 2.4337 2020-07-25 11:59:10,305 - mmaction - INFO - Epoch [210][520/940] lr: 4.853e-02, eta: 9:47:23, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.5115, top5_acc: 0.7373, loss_cls: 2.1514, loss: 2.1514, grad_norm: 2.4078 2020-07-25 11:59:23,261 - mmaction - INFO - Epoch [210][540/940] lr: 4.853e-02, eta: 9:47:06, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5105, top5_acc: 0.7426, loss_cls: 2.1084, loss: 2.1084, grad_norm: 2.4060 2020-07-25 11:59:36,189 - mmaction - INFO - Epoch [210][560/940] lr: 4.853e-02, eta: 9:46:48, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4934, top5_acc: 0.7336, loss_cls: 2.1826, loss: 2.1826, grad_norm: 2.4589 2020-07-25 11:59:49,131 - mmaction - INFO - Epoch [210][580/940] lr: 4.853e-02, eta: 9:46:31, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5115, top5_acc: 0.7463, loss_cls: 2.1089, loss: 2.1089, grad_norm: 2.4531 2020-07-25 12:00:05,044 - mmaction - INFO - Epoch [210][600/940] lr: 4.853e-02, eta: 9:46:14, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.5090, top5_acc: 0.7385, loss_cls: 2.1473, loss: 2.1473, grad_norm: 2.4931 2020-07-25 12:00:21,840 - mmaction - INFO - Epoch [210][620/940] lr: 4.853e-02, eta: 9:45:59, time: 0.963, data_time: 0.144, memory: 9569, top1_acc: 0.5041, top5_acc: 0.7398, loss_cls: 2.1560, loss: 2.1560, grad_norm: 2.4570 2020-07-25 12:00:34,783 - mmaction - INFO - Epoch [210][640/940] lr: 4.853e-02, eta: 9:45:41, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5088, top5_acc: 0.7424, loss_cls: 2.1588, loss: 2.1588, grad_norm: 2.4458 2020-07-25 12:00:48,198 - mmaction - INFO - Epoch [210][660/940] lr: 4.853e-02, eta: 9:45:24, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.5096, top5_acc: 0.7400, loss_cls: 2.1397, loss: 2.1397, grad_norm: 2.4579 2020-07-25 12:01:01,561 - mmaction - INFO - Epoch [210][680/940] lr: 4.853e-02, eta: 9:45:07, time: 0.669, data_time: 0.003, memory: 9569, top1_acc: 0.5055, top5_acc: 0.7373, loss_cls: 2.1709, loss: 2.1709, grad_norm: 2.4780 2020-07-25 12:01:14,529 - mmaction - INFO - Epoch [210][700/940] lr: 4.853e-02, eta: 9:44:50, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5004, top5_acc: 0.7221, loss_cls: 2.1900, loss: 2.1900, grad_norm: 2.4346 2020-07-25 12:01:27,770 - mmaction - INFO - Epoch [210][720/940] lr: 4.853e-02, eta: 9:44:32, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.5049, top5_acc: 0.7381, loss_cls: 2.1744, loss: 2.1744, grad_norm: 2.4452 2020-07-25 12:01:40,918 - mmaction - INFO - Epoch [210][740/940] lr: 4.853e-02, eta: 9:44:15, time: 0.657, data_time: 0.001, memory: 9569, top1_acc: 0.5016, top5_acc: 0.7355, loss_cls: 2.1384, loss: 2.1384, grad_norm: 2.4340 2020-07-25 12:01:54,312 - mmaction - INFO - Epoch [210][760/940] lr: 4.853e-02, eta: 9:43:58, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.4967, top5_acc: 0.7328, loss_cls: 2.1855, loss: 2.1855, grad_norm: 2.4287 2020-07-25 12:02:07,274 - mmaction - INFO - Epoch [210][780/940] lr: 4.853e-02, eta: 9:43:40, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4982, top5_acc: 0.7359, loss_cls: 2.1788, loss: 2.1788, grad_norm: 2.4692 2020-07-25 12:02:20,595 - mmaction - INFO - Epoch [210][800/940] lr: 4.853e-02, eta: 9:43:23, time: 0.667, data_time: 0.003, memory: 9569, top1_acc: 0.4951, top5_acc: 0.7260, loss_cls: 2.2240, loss: 2.2240, grad_norm: 2.4682 2020-07-25 12:02:33,540 - mmaction - INFO - Epoch [210][820/940] lr: 4.853e-02, eta: 9:43:06, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5129, top5_acc: 0.7344, loss_cls: 2.1638, loss: 2.1638, grad_norm: 2.4458 2020-07-25 12:02:46,436 - mmaction - INFO - Epoch [210][840/940] lr: 4.853e-02, eta: 9:42:48, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.4994, top5_acc: 0.7342, loss_cls: 2.2002, loss: 2.2002, grad_norm: 2.4648 2020-07-25 12:02:59,372 - mmaction - INFO - Epoch [210][860/940] lr: 4.853e-02, eta: 9:42:31, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.4986, top5_acc: 0.7371, loss_cls: 2.1731, loss: 2.1731, grad_norm: 2.4460 2020-07-25 12:03:12,408 - mmaction - INFO - Epoch [210][880/940] lr: 4.853e-02, eta: 9:42:14, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.4885, top5_acc: 0.7275, loss_cls: 2.2303, loss: 2.2303, grad_norm: 2.5044 2020-07-25 12:03:25,292 - mmaction - INFO - Epoch [210][900/940] lr: 4.853e-02, eta: 9:41:56, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5111, top5_acc: 0.7508, loss_cls: 2.0934, loss: 2.0934, grad_norm: 2.4437 2020-07-25 12:03:38,286 - mmaction - INFO - Epoch [210][920/940] lr: 4.853e-02, eta: 9:41:39, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5180, top5_acc: 0.7494, loss_cls: 2.1134, loss: 2.1134, grad_norm: 2.4331 2020-07-25 12:03:50,468 - mmaction - INFO - Epoch [210][940/940] lr: 4.853e-02, eta: 9:41:21, time: 0.610, data_time: 0.001, memory: 9569, top1_acc: 0.4990, top5_acc: 0.7362, loss_cls: 2.2059, loss: 2.2059, grad_norm: 2.4850 2020-07-25 12:06:18,716 - mmaction - INFO - Epoch [211][20/940] lr: 4.654e-02, eta: 9:41:54, time: 7.049, data_time: 5.906, memory: 9569, top1_acc: 0.5197, top5_acc: 0.7391, loss_cls: 2.1302, loss: 2.1302, grad_norm: 2.4753 2020-07-25 12:06:31,524 - mmaction - INFO - Epoch [211][40/940] lr: 4.654e-02, eta: 9:41:36, time: 0.640, data_time: 0.001, memory: 9569, top1_acc: 0.5203, top5_acc: 0.7518, loss_cls: 2.0893, loss: 2.0893, grad_norm: 2.3991 2020-07-25 12:06:44,366 - mmaction - INFO - Epoch [211][60/940] lr: 4.654e-02, eta: 9:41:19, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5248, top5_acc: 0.7539, loss_cls: 2.0574, loss: 2.0574, grad_norm: 2.4365 2020-07-25 12:06:57,636 - mmaction - INFO - Epoch [211][80/940] lr: 4.654e-02, eta: 9:41:01, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.5047, top5_acc: 0.7385, loss_cls: 2.1530, loss: 2.1530, grad_norm: 2.4773 2020-07-25 12:07:10,557 - mmaction - INFO - Epoch [211][100/940] lr: 4.654e-02, eta: 9:40:44, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5096, top5_acc: 0.7449, loss_cls: 2.1347, loss: 2.1347, grad_norm: 2.4810 2020-07-25 12:07:23,404 - mmaction - INFO - Epoch [211][120/940] lr: 4.654e-02, eta: 9:40:27, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.5238, top5_acc: 0.7592, loss_cls: 2.0386, loss: 2.0386, grad_norm: 2.4075 2020-07-25 12:07:36,435 - mmaction - INFO - Epoch [211][140/940] lr: 4.654e-02, eta: 9:40:09, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.5137, top5_acc: 0.7473, loss_cls: 2.0838, loss: 2.0838, grad_norm: 2.4396 2020-07-25 12:07:49,292 - mmaction - INFO - Epoch [211][160/940] lr: 4.654e-02, eta: 9:39:52, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5131, top5_acc: 0.7432, loss_cls: 2.1463, loss: 2.1463, grad_norm: 2.5028 2020-07-25 12:08:02,215 - mmaction - INFO - Epoch [211][180/940] lr: 4.654e-02, eta: 9:39:34, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.5229, top5_acc: 0.7465, loss_cls: 2.1076, loss: 2.1076, grad_norm: 2.4548 2020-07-25 12:08:15,055 - mmaction - INFO - Epoch [211][200/940] lr: 4.654e-02, eta: 9:39:17, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.5096, top5_acc: 0.7436, loss_cls: 2.1154, loss: 2.1154, grad_norm: 2.4511 2020-07-25 12:08:28,025 - mmaction - INFO - Epoch [211][220/940] lr: 4.654e-02, eta: 9:39:00, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5119, top5_acc: 0.7451, loss_cls: 2.1134, loss: 2.1134, grad_norm: 2.4635 2020-07-25 12:08:40,965 - mmaction - INFO - Epoch [211][240/940] lr: 4.654e-02, eta: 9:38:42, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5207, top5_acc: 0.7424, loss_cls: 2.1194, loss: 2.1194, grad_norm: 2.4563 2020-07-25 12:08:53,882 - mmaction - INFO - Epoch [211][260/940] lr: 4.654e-02, eta: 9:38:25, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.5070, top5_acc: 0.7402, loss_cls: 2.1432, loss: 2.1432, grad_norm: 2.4962 2020-07-25 12:09:06,889 - mmaction - INFO - Epoch [211][280/940] lr: 4.654e-02, eta: 9:38:07, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.5113, top5_acc: 0.7348, loss_cls: 2.1676, loss: 2.1676, grad_norm: 2.4869 2020-07-25 12:09:19,881 - mmaction - INFO - Epoch [211][300/940] lr: 4.654e-02, eta: 9:37:50, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5146, top5_acc: 0.7531, loss_cls: 2.0887, loss: 2.0887, grad_norm: 2.4388 2020-07-25 12:09:32,803 - mmaction - INFO - Epoch [211][320/940] lr: 4.654e-02, eta: 9:37:33, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5172, top5_acc: 0.7506, loss_cls: 2.0975, loss: 2.0975, grad_norm: 2.4667 2020-07-25 12:09:45,967 - mmaction - INFO - Epoch [211][340/940] lr: 4.654e-02, eta: 9:37:15, time: 0.657, data_time: 0.003, memory: 9569, top1_acc: 0.5174, top5_acc: 0.7520, loss_cls: 2.0956, loss: 2.0956, grad_norm: 2.4917 2020-07-25 12:09:58,907 - mmaction - INFO - Epoch [211][360/940] lr: 4.654e-02, eta: 9:36:58, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5234, top5_acc: 0.7455, loss_cls: 2.1212, loss: 2.1212, grad_norm: 2.4790 2020-07-25 12:10:12,217 - mmaction - INFO - Epoch [211][380/940] lr: 4.654e-02, eta: 9:36:41, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.5107, top5_acc: 0.7391, loss_cls: 2.1048, loss: 2.1048, grad_norm: 2.4478 2020-07-25 12:10:25,568 - mmaction - INFO - Epoch [211][400/940] lr: 4.654e-02, eta: 9:36:24, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.5090, top5_acc: 0.7381, loss_cls: 2.1339, loss: 2.1339, grad_norm: 2.4440 2020-07-25 12:10:39,252 - mmaction - INFO - Epoch [211][420/940] lr: 4.654e-02, eta: 9:36:06, time: 0.684, data_time: 0.001, memory: 9569, top1_acc: 0.5240, top5_acc: 0.7445, loss_cls: 2.1067, loss: 2.1067, grad_norm: 2.4228 2020-07-25 12:10:52,381 - mmaction - INFO - Epoch [211][440/940] lr: 4.654e-02, eta: 9:35:49, time: 0.656, data_time: 0.003, memory: 9569, top1_acc: 0.5160, top5_acc: 0.7510, loss_cls: 2.0927, loss: 2.0927, grad_norm: 2.4475 2020-07-25 12:11:05,826 - mmaction - INFO - Epoch [211][460/940] lr: 4.654e-02, eta: 9:35:32, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.5076, top5_acc: 0.7451, loss_cls: 2.1107, loss: 2.1107, grad_norm: 2.5004 2020-07-25 12:11:18,846 - mmaction - INFO - Epoch [211][480/940] lr: 4.654e-02, eta: 9:35:15, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.5010, top5_acc: 0.7412, loss_cls: 2.1607, loss: 2.1607, grad_norm: 2.5088 2020-07-25 12:11:32,261 - mmaction - INFO - Epoch [211][500/940] lr: 4.654e-02, eta: 9:34:57, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.5152, top5_acc: 0.7502, loss_cls: 2.0754, loss: 2.0754, grad_norm: 2.4841 2020-07-25 12:11:45,277 - mmaction - INFO - Epoch [211][520/940] lr: 4.654e-02, eta: 9:34:40, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.5084, top5_acc: 0.7393, loss_cls: 2.1413, loss: 2.1413, grad_norm: 2.5080 2020-07-25 12:11:58,309 - mmaction - INFO - Epoch [211][540/940] lr: 4.654e-02, eta: 9:34:23, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.5078, top5_acc: 0.7375, loss_cls: 2.1547, loss: 2.1547, grad_norm: 2.4860 2020-07-25 12:12:11,263 - mmaction - INFO - Epoch [211][560/940] lr: 4.654e-02, eta: 9:34:05, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5043, top5_acc: 0.7383, loss_cls: 2.1592, loss: 2.1592, grad_norm: 2.4770 2020-07-25 12:12:24,190 - mmaction - INFO - Epoch [211][580/940] lr: 4.654e-02, eta: 9:33:48, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5078, top5_acc: 0.7398, loss_cls: 2.1202, loss: 2.1202, grad_norm: 2.4737 2020-07-25 12:12:37,058 - mmaction - INFO - Epoch [211][600/940] lr: 4.654e-02, eta: 9:33:31, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5084, top5_acc: 0.7461, loss_cls: 2.1381, loss: 2.1381, grad_norm: 2.4758 2020-07-25 12:12:50,131 - mmaction - INFO - Epoch [211][620/940] lr: 4.654e-02, eta: 9:33:13, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.5068, top5_acc: 0.7447, loss_cls: 2.1541, loss: 2.1541, grad_norm: 2.4643 2020-07-25 12:13:03,064 - mmaction - INFO - Epoch [211][640/940] lr: 4.654e-02, eta: 9:32:56, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.4930, top5_acc: 0.7264, loss_cls: 2.2039, loss: 2.2039, grad_norm: 2.4807 2020-07-25 12:13:16,024 - mmaction - INFO - Epoch [211][660/940] lr: 4.654e-02, eta: 9:32:39, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5012, top5_acc: 0.7373, loss_cls: 2.1558, loss: 2.1558, grad_norm: 2.4740 2020-07-25 12:13:28,994 - mmaction - INFO - Epoch [211][680/940] lr: 4.654e-02, eta: 9:32:21, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.5049, top5_acc: 0.7365, loss_cls: 2.1487, loss: 2.1487, grad_norm: 2.4886 2020-07-25 12:13:42,040 - mmaction - INFO - Epoch [211][700/940] lr: 4.654e-02, eta: 9:32:04, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.5061, top5_acc: 0.7443, loss_cls: 2.1079, loss: 2.1079, grad_norm: 2.4880 2020-07-25 12:13:54,952 - mmaction - INFO - Epoch [211][720/940] lr: 4.654e-02, eta: 9:31:47, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5090, top5_acc: 0.7467, loss_cls: 2.1273, loss: 2.1273, grad_norm: 2.4831 2020-07-25 12:14:08,425 - mmaction - INFO - Epoch [211][740/940] lr: 4.654e-02, eta: 9:31:29, time: 0.674, data_time: 0.001, memory: 9569, top1_acc: 0.5123, top5_acc: 0.7426, loss_cls: 2.1340, loss: 2.1340, grad_norm: 2.5308 2020-07-25 12:14:21,698 - mmaction - INFO - Epoch [211][760/940] lr: 4.654e-02, eta: 9:31:12, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.5127, top5_acc: 0.7473, loss_cls: 2.1342, loss: 2.1342, grad_norm: 2.4878 2020-07-25 12:14:34,803 - mmaction - INFO - Epoch [211][780/940] lr: 4.654e-02, eta: 9:30:55, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.5121, top5_acc: 0.7375, loss_cls: 2.1560, loss: 2.1560, grad_norm: 2.4657 2020-07-25 12:14:48,066 - mmaction - INFO - Epoch [211][800/940] lr: 4.654e-02, eta: 9:30:38, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.5035, top5_acc: 0.7340, loss_cls: 2.1863, loss: 2.1863, grad_norm: 2.4851 2020-07-25 12:15:01,419 - mmaction - INFO - Epoch [211][820/940] lr: 4.654e-02, eta: 9:30:20, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.5148, top5_acc: 0.7467, loss_cls: 2.1357, loss: 2.1357, grad_norm: 2.4867 2020-07-25 12:15:14,403 - mmaction - INFO - Epoch [211][840/940] lr: 4.654e-02, eta: 9:30:03, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.5053, top5_acc: 0.7371, loss_cls: 2.1658, loss: 2.1658, grad_norm: 2.4947 2020-07-25 12:15:27,759 - mmaction - INFO - Epoch [211][860/940] lr: 4.654e-02, eta: 9:29:46, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.4955, top5_acc: 0.7283, loss_cls: 2.2004, loss: 2.2004, grad_norm: 2.4975 2020-07-25 12:15:40,683 - mmaction - INFO - Epoch [211][880/940] lr: 4.654e-02, eta: 9:29:29, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5211, top5_acc: 0.7422, loss_cls: 2.1185, loss: 2.1185, grad_norm: 2.4655 2020-07-25 12:15:53,646 - mmaction - INFO - Epoch [211][900/940] lr: 4.654e-02, eta: 9:29:11, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.5021, top5_acc: 0.7352, loss_cls: 2.1824, loss: 2.1824, grad_norm: 2.5405 2020-07-25 12:16:06,613 - mmaction - INFO - Epoch [211][920/940] lr: 4.654e-02, eta: 9:28:54, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5076, top5_acc: 0.7412, loss_cls: 2.1528, loss: 2.1528, grad_norm: 2.5016 2020-07-25 12:16:18,839 - mmaction - INFO - Epoch [211][940/940] lr: 4.654e-02, eta: 9:28:36, time: 0.611, data_time: 0.001, memory: 9569, top1_acc: 0.5063, top5_acc: 0.7313, loss_cls: 2.2001, loss: 2.2001, grad_norm: 2.5182 2020-07-25 12:18:55,019 - mmaction - INFO - Epoch [212][20/940] lr: 4.459e-02, eta: 9:29:12, time: 7.598, data_time: 6.225, memory: 9569, top1_acc: 0.5121, top5_acc: 0.7432, loss_cls: 2.1195, loss: 2.1195, grad_norm: 2.4679 2020-07-25 12:19:07,880 - mmaction - INFO - Epoch [212][40/940] lr: 4.459e-02, eta: 9:28:54, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.5143, top5_acc: 0.7438, loss_cls: 2.1201, loss: 2.1201, grad_norm: 2.4983 2020-07-25 12:19:20,830 - mmaction - INFO - Epoch [212][60/940] lr: 4.459e-02, eta: 9:28:37, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5189, top5_acc: 0.7521, loss_cls: 2.0655, loss: 2.0655, grad_norm: 2.4563 2020-07-25 12:19:33,667 - mmaction - INFO - Epoch [212][80/940] lr: 4.459e-02, eta: 9:28:19, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.5121, top5_acc: 0.7445, loss_cls: 2.1236, loss: 2.1236, grad_norm: 2.5121 2020-07-25 12:19:46,557 - mmaction - INFO - Epoch [212][100/940] lr: 4.459e-02, eta: 9:28:02, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5143, top5_acc: 0.7430, loss_cls: 2.1065, loss: 2.1065, grad_norm: 2.4860 2020-07-25 12:19:59,346 - mmaction - INFO - Epoch [212][120/940] lr: 4.459e-02, eta: 9:27:45, time: 0.639, data_time: 0.001, memory: 9569, top1_acc: 0.5227, top5_acc: 0.7477, loss_cls: 2.1092, loss: 2.1092, grad_norm: 2.4538 2020-07-25 12:20:12,262 - mmaction - INFO - Epoch [212][140/940] lr: 4.459e-02, eta: 9:27:27, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5133, top5_acc: 0.7512, loss_cls: 2.0901, loss: 2.0901, grad_norm: 2.4798 2020-07-25 12:20:25,157 - mmaction - INFO - Epoch [212][160/940] lr: 4.459e-02, eta: 9:27:10, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5174, top5_acc: 0.7473, loss_cls: 2.1200, loss: 2.1200, grad_norm: 2.5113 2020-07-25 12:20:38,065 - mmaction - INFO - Epoch [212][180/940] lr: 4.459e-02, eta: 9:26:52, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5068, top5_acc: 0.7414, loss_cls: 2.1181, loss: 2.1181, grad_norm: 2.5365 2020-07-25 12:20:50,971 - mmaction - INFO - Epoch [212][200/940] lr: 4.459e-02, eta: 9:26:35, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5236, top5_acc: 0.7525, loss_cls: 2.0570, loss: 2.0570, grad_norm: 2.4934 2020-07-25 12:21:03,840 - mmaction - INFO - Epoch [212][220/940] lr: 4.459e-02, eta: 9:26:18, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5129, top5_acc: 0.7449, loss_cls: 2.1124, loss: 2.1124, grad_norm: 2.5393 2020-07-25 12:21:16,678 - mmaction - INFO - Epoch [212][240/940] lr: 4.459e-02, eta: 9:26:00, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.5148, top5_acc: 0.7496, loss_cls: 2.0919, loss: 2.0919, grad_norm: 2.5322 2020-07-25 12:21:29,587 - mmaction - INFO - Epoch [212][260/940] lr: 4.459e-02, eta: 9:25:43, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.5137, top5_acc: 0.7453, loss_cls: 2.1095, loss: 2.1095, grad_norm: 2.5192 2020-07-25 12:21:42,444 - mmaction - INFO - Epoch [212][280/940] lr: 4.459e-02, eta: 9:25:26, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5068, top5_acc: 0.7459, loss_cls: 2.1449, loss: 2.1449, grad_norm: 2.5392 2020-07-25 12:21:55,383 - mmaction - INFO - Epoch [212][300/940] lr: 4.459e-02, eta: 9:25:08, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5189, top5_acc: 0.7461, loss_cls: 2.1072, loss: 2.1072, grad_norm: 2.4714 2020-07-25 12:22:08,390 - mmaction - INFO - Epoch [212][320/940] lr: 4.459e-02, eta: 9:24:51, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.5141, top5_acc: 0.7488, loss_cls: 2.1126, loss: 2.1126, grad_norm: 2.5250 2020-07-25 12:22:21,333 - mmaction - INFO - Epoch [212][340/940] lr: 4.459e-02, eta: 9:24:34, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5020, top5_acc: 0.7418, loss_cls: 2.1383, loss: 2.1383, grad_norm: 2.5226 2020-07-25 12:22:34,721 - mmaction - INFO - Epoch [212][360/940] lr: 4.459e-02, eta: 9:24:16, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.5115, top5_acc: 0.7404, loss_cls: 2.1295, loss: 2.1295, grad_norm: 2.5116 2020-07-25 12:22:47,635 - mmaction - INFO - Epoch [212][380/940] lr: 4.459e-02, eta: 9:23:59, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5213, top5_acc: 0.7543, loss_cls: 2.0647, loss: 2.0647, grad_norm: 2.5103 2020-07-25 12:23:00,878 - mmaction - INFO - Epoch [212][400/940] lr: 4.459e-02, eta: 9:23:42, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.5180, top5_acc: 0.7457, loss_cls: 2.1135, loss: 2.1135, grad_norm: 2.5182 2020-07-25 12:23:14,126 - mmaction - INFO - Epoch [212][420/940] lr: 4.459e-02, eta: 9:23:25, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.5109, top5_acc: 0.7484, loss_cls: 2.1329, loss: 2.1329, grad_norm: 2.5123 2020-07-25 12:23:27,214 - mmaction - INFO - Epoch [212][440/940] lr: 4.459e-02, eta: 9:23:07, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.5164, top5_acc: 0.7498, loss_cls: 2.0893, loss: 2.0893, grad_norm: 2.4831 2020-07-25 12:23:40,150 - mmaction - INFO - Epoch [212][460/940] lr: 4.459e-02, eta: 9:22:50, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5252, top5_acc: 0.7631, loss_cls: 2.0312, loss: 2.0312, grad_norm: 2.4984 2020-07-25 12:23:53,166 - mmaction - INFO - Epoch [212][480/940] lr: 4.459e-02, eta: 9:22:33, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.5123, top5_acc: 0.7457, loss_cls: 2.1202, loss: 2.1202, grad_norm: 2.4939 2020-07-25 12:24:06,052 - mmaction - INFO - Epoch [212][500/940] lr: 4.459e-02, eta: 9:22:15, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5150, top5_acc: 0.7445, loss_cls: 2.1199, loss: 2.1199, grad_norm: 2.4791 2020-07-25 12:24:19,016 - mmaction - INFO - Epoch [212][520/940] lr: 4.459e-02, eta: 9:21:58, time: 0.650, data_time: 0.003, memory: 9569, top1_acc: 0.5047, top5_acc: 0.7404, loss_cls: 2.1377, loss: 2.1377, grad_norm: 2.5989 2020-07-25 12:24:31,928 - mmaction - INFO - Epoch [212][540/940] lr: 4.459e-02, eta: 9:21:41, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5133, top5_acc: 0.7383, loss_cls: 2.1335, loss: 2.1335, grad_norm: 2.4894 2020-07-25 12:24:44,880 - mmaction - INFO - Epoch [212][560/940] lr: 4.459e-02, eta: 9:21:23, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5145, top5_acc: 0.7449, loss_cls: 2.1029, loss: 2.1029, grad_norm: 2.4927 2020-07-25 12:24:57,831 - mmaction - INFO - Epoch [212][580/940] lr: 4.459e-02, eta: 9:21:06, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5074, top5_acc: 0.7445, loss_cls: 2.1481, loss: 2.1481, grad_norm: 2.5447 2020-07-25 12:25:10,842 - mmaction - INFO - Epoch [212][600/940] lr: 4.459e-02, eta: 9:20:49, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.5023, top5_acc: 0.7449, loss_cls: 2.1361, loss: 2.1361, grad_norm: 2.5638 2020-07-25 12:25:23,747 - mmaction - INFO - Epoch [212][620/940] lr: 4.459e-02, eta: 9:20:31, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5043, top5_acc: 0.7336, loss_cls: 2.1572, loss: 2.1572, grad_norm: 2.4971 2020-07-25 12:25:36,713 - mmaction - INFO - Epoch [212][640/940] lr: 4.459e-02, eta: 9:20:14, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5096, top5_acc: 0.7322, loss_cls: 2.1217, loss: 2.1217, grad_norm: 2.5276 2020-07-25 12:25:49,596 - mmaction - INFO - Epoch [212][660/940] lr: 4.459e-02, eta: 9:19:57, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5051, top5_acc: 0.7297, loss_cls: 2.1594, loss: 2.1594, grad_norm: 2.5412 2020-07-25 12:26:02,512 - mmaction - INFO - Epoch [212][680/940] lr: 4.459e-02, eta: 9:19:39, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5088, top5_acc: 0.7424, loss_cls: 2.1179, loss: 2.1179, grad_norm: 2.4957 2020-07-25 12:26:15,422 - mmaction - INFO - Epoch [212][700/940] lr: 4.459e-02, eta: 9:19:22, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5152, top5_acc: 0.7479, loss_cls: 2.1001, loss: 2.1001, grad_norm: 2.4877 2020-07-25 12:26:28,377 - mmaction - INFO - Epoch [212][720/940] lr: 4.459e-02, eta: 9:19:05, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.5092, top5_acc: 0.7314, loss_cls: 2.1920, loss: 2.1920, grad_norm: 2.5182 2020-07-25 12:26:41,346 - mmaction - INFO - Epoch [212][740/940] lr: 4.459e-02, eta: 9:18:47, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5066, top5_acc: 0.7350, loss_cls: 2.1620, loss: 2.1620, grad_norm: 2.5258 2020-07-25 12:26:54,387 - mmaction - INFO - Epoch [212][760/940] lr: 4.459e-02, eta: 9:18:30, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.5135, top5_acc: 0.7438, loss_cls: 2.1011, loss: 2.1011, grad_norm: 2.4810 2020-07-25 12:27:07,304 - mmaction - INFO - Epoch [212][780/940] lr: 4.459e-02, eta: 9:18:13, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.5117, top5_acc: 0.7416, loss_cls: 2.1266, loss: 2.1266, grad_norm: 2.5301 2020-07-25 12:27:20,224 - mmaction - INFO - Epoch [212][800/940] lr: 4.459e-02, eta: 9:17:55, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5168, top5_acc: 0.7480, loss_cls: 2.0968, loss: 2.0968, grad_norm: 2.5210 2020-07-25 12:27:33,216 - mmaction - INFO - Epoch [212][820/940] lr: 4.459e-02, eta: 9:17:38, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.5109, top5_acc: 0.7379, loss_cls: 2.1354, loss: 2.1354, grad_norm: 2.4739 2020-07-25 12:27:46,081 - mmaction - INFO - Epoch [212][840/940] lr: 4.459e-02, eta: 9:17:21, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5123, top5_acc: 0.7428, loss_cls: 2.1321, loss: 2.1321, grad_norm: 2.4875 2020-07-25 12:27:58,942 - mmaction - INFO - Epoch [212][860/940] lr: 4.459e-02, eta: 9:17:04, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5162, top5_acc: 0.7463, loss_cls: 2.1062, loss: 2.1062, grad_norm: 2.4902 2020-07-25 12:28:11,963 - mmaction - INFO - Epoch [212][880/940] lr: 4.459e-02, eta: 9:16:46, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.5107, top5_acc: 0.7432, loss_cls: 2.1272, loss: 2.1272, grad_norm: 2.5325 2020-07-25 12:28:24,862 - mmaction - INFO - Epoch [212][900/940] lr: 4.459e-02, eta: 9:16:29, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5057, top5_acc: 0.7295, loss_cls: 2.1748, loss: 2.1748, grad_norm: 2.5718 2020-07-25 12:28:37,841 - mmaction - INFO - Epoch [212][920/940] lr: 4.459e-02, eta: 9:16:12, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5223, top5_acc: 0.7441, loss_cls: 2.0926, loss: 2.0926, grad_norm: 2.5179 2020-07-25 12:28:50,037 - mmaction - INFO - Epoch [212][940/940] lr: 4.459e-02, eta: 9:15:54, time: 0.611, data_time: 0.002, memory: 9569, top1_acc: 0.5140, top5_acc: 0.7403, loss_cls: 2.1311, loss: 2.1311, grad_norm: 2.5187 2020-07-25 12:28:55,140 - mmaction - INFO - Saving checkpoint at 212 epochs 2020-07-25 12:31:27,654 - mmaction - INFO - Epoch [213][20/940] lr: 4.268e-02, eta: 9:16:28, time: 7.579, data_time: 6.853, memory: 9569, top1_acc: 0.5232, top5_acc: 0.7471, loss_cls: 2.0845, loss: 2.0845, grad_norm: 2.5205 2020-07-25 12:31:40,423 - mmaction - INFO - Epoch [213][40/940] lr: 4.268e-02, eta: 9:16:10, time: 0.638, data_time: 0.001, memory: 9569, top1_acc: 0.5270, top5_acc: 0.7621, loss_cls: 2.0336, loss: 2.0336, grad_norm: 2.5074 2020-07-25 12:31:53,274 - mmaction - INFO - Epoch [213][60/940] lr: 4.268e-02, eta: 9:15:53, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.5301, top5_acc: 0.7496, loss_cls: 2.0547, loss: 2.0547, grad_norm: 2.5358 2020-07-25 12:32:06,157 - mmaction - INFO - Epoch [213][80/940] lr: 4.268e-02, eta: 9:15:35, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5244, top5_acc: 0.7434, loss_cls: 2.0958, loss: 2.0958, grad_norm: 2.5429 2020-07-25 12:32:18,997 - mmaction - INFO - Epoch [213][100/940] lr: 4.268e-02, eta: 9:15:18, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.5145, top5_acc: 0.7541, loss_cls: 2.1001, loss: 2.1001, grad_norm: 2.5377 2020-07-25 12:32:31,909 - mmaction - INFO - Epoch [213][120/940] lr: 4.268e-02, eta: 9:15:01, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5221, top5_acc: 0.7531, loss_cls: 2.0762, loss: 2.0762, grad_norm: 2.5020 2020-07-25 12:32:44,781 - mmaction - INFO - Epoch [213][140/940] lr: 4.268e-02, eta: 9:14:43, time: 0.644, data_time: 0.003, memory: 9569, top1_acc: 0.5318, top5_acc: 0.7553, loss_cls: 2.0457, loss: 2.0457, grad_norm: 2.4958 2020-07-25 12:32:57,656 - mmaction - INFO - Epoch [213][160/940] lr: 4.268e-02, eta: 9:14:26, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5174, top5_acc: 0.7502, loss_cls: 2.0865, loss: 2.0865, grad_norm: 2.5730 2020-07-25 12:33:10,567 - mmaction - INFO - Epoch [213][180/940] lr: 4.268e-02, eta: 9:14:09, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5195, top5_acc: 0.7527, loss_cls: 2.0825, loss: 2.0825, grad_norm: 2.5164 2020-07-25 12:33:23,588 - mmaction - INFO - Epoch [213][200/940] lr: 4.268e-02, eta: 9:13:51, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.5148, top5_acc: 0.7502, loss_cls: 2.1021, loss: 2.1021, grad_norm: 2.5804 2020-07-25 12:33:36,452 - mmaction - INFO - Epoch [213][220/940] lr: 4.268e-02, eta: 9:13:34, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5264, top5_acc: 0.7453, loss_cls: 2.0994, loss: 2.0994, grad_norm: 2.5553 2020-07-25 12:33:49,366 - mmaction - INFO - Epoch [213][240/940] lr: 4.268e-02, eta: 9:13:17, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5301, top5_acc: 0.7484, loss_cls: 2.0662, loss: 2.0662, grad_norm: 2.5013 2020-07-25 12:34:02,366 - mmaction - INFO - Epoch [213][260/940] lr: 4.268e-02, eta: 9:13:00, time: 0.651, data_time: 0.003, memory: 9569, top1_acc: 0.5285, top5_acc: 0.7527, loss_cls: 2.0790, loss: 2.0790, grad_norm: 2.5525 2020-07-25 12:34:15,316 - mmaction - INFO - Epoch [213][280/940] lr: 4.268e-02, eta: 9:12:42, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5143, top5_acc: 0.7451, loss_cls: 2.1116, loss: 2.1116, grad_norm: 2.5469 2020-07-25 12:34:28,210 - mmaction - INFO - Epoch [213][300/940] lr: 4.268e-02, eta: 9:12:25, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5129, top5_acc: 0.7477, loss_cls: 2.1065, loss: 2.1065, grad_norm: 2.5124 2020-07-25 12:34:41,108 - mmaction - INFO - Epoch [213][320/940] lr: 4.268e-02, eta: 9:12:08, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5230, top5_acc: 0.7572, loss_cls: 2.0520, loss: 2.0520, grad_norm: 2.4954 2020-07-25 12:34:54,009 - mmaction - INFO - Epoch [213][340/940] lr: 4.268e-02, eta: 9:11:50, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5096, top5_acc: 0.7486, loss_cls: 2.1022, loss: 2.1022, grad_norm: 2.5817 2020-07-25 12:35:06,999 - mmaction - INFO - Epoch [213][360/940] lr: 4.268e-02, eta: 9:11:33, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.5234, top5_acc: 0.7506, loss_cls: 2.0670, loss: 2.0670, grad_norm: 2.5359 2020-07-25 12:35:19,874 - mmaction - INFO - Epoch [213][380/940] lr: 4.268e-02, eta: 9:11:16, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.5195, top5_acc: 0.7451, loss_cls: 2.1119, loss: 2.1119, grad_norm: 2.5810 2020-07-25 12:35:32,924 - mmaction - INFO - Epoch [213][400/940] lr: 4.268e-02, eta: 9:10:58, time: 0.655, data_time: 0.003, memory: 9569, top1_acc: 0.5105, top5_acc: 0.7436, loss_cls: 2.1004, loss: 2.1004, grad_norm: 2.5534 2020-07-25 12:35:45,808 - mmaction - INFO - Epoch [213][420/940] lr: 4.268e-02, eta: 9:10:41, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5049, top5_acc: 0.7428, loss_cls: 2.1444, loss: 2.1444, grad_norm: 2.5750 2020-07-25 12:35:58,715 - mmaction - INFO - Epoch [213][440/940] lr: 4.268e-02, eta: 9:10:24, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5221, top5_acc: 0.7602, loss_cls: 2.0631, loss: 2.0631, grad_norm: 2.5012 2020-07-25 12:36:11,647 - mmaction - INFO - Epoch [213][460/940] lr: 4.268e-02, eta: 9:10:06, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5166, top5_acc: 0.7457, loss_cls: 2.0977, loss: 2.0977, grad_norm: 2.5571 2020-07-25 12:36:24,572 - mmaction - INFO - Epoch [213][480/940] lr: 4.268e-02, eta: 9:09:49, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5291, top5_acc: 0.7555, loss_cls: 2.0448, loss: 2.0448, grad_norm: 2.5047 2020-07-25 12:36:37,532 - mmaction - INFO - Epoch [213][500/940] lr: 4.268e-02, eta: 9:09:32, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5158, top5_acc: 0.7473, loss_cls: 2.0897, loss: 2.0897, grad_norm: 2.5364 2020-07-25 12:36:50,441 - mmaction - INFO - Epoch [213][520/940] lr: 4.268e-02, eta: 9:09:15, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5178, top5_acc: 0.7582, loss_cls: 2.0591, loss: 2.0591, grad_norm: 2.5112 2020-07-25 12:37:03,336 - mmaction - INFO - Epoch [213][540/940] lr: 4.268e-02, eta: 9:08:57, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5133, top5_acc: 0.7492, loss_cls: 2.1118, loss: 2.1118, grad_norm: 2.5625 2020-07-25 12:37:16,250 - mmaction - INFO - Epoch [213][560/940] lr: 4.268e-02, eta: 9:08:40, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5336, top5_acc: 0.7570, loss_cls: 2.0562, loss: 2.0562, grad_norm: 2.5189 2020-07-25 12:37:29,195 - mmaction - INFO - Epoch [213][580/940] lr: 4.268e-02, eta: 9:08:23, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5121, top5_acc: 0.7355, loss_cls: 2.1272, loss: 2.1272, grad_norm: 2.5429 2020-07-25 12:37:42,078 - mmaction - INFO - Epoch [213][600/940] lr: 4.268e-02, eta: 9:08:05, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5176, top5_acc: 0.7412, loss_cls: 2.1026, loss: 2.1026, grad_norm: 2.5311 2020-07-25 12:37:55,041 - mmaction - INFO - Epoch [213][620/940] lr: 4.268e-02, eta: 9:07:48, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5170, top5_acc: 0.7488, loss_cls: 2.1004, loss: 2.1004, grad_norm: 2.5450 2020-07-25 12:38:08,308 - mmaction - INFO - Epoch [213][640/940] lr: 4.268e-02, eta: 9:07:31, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.5021, top5_acc: 0.7369, loss_cls: 2.1348, loss: 2.1348, grad_norm: 2.5680 2020-07-25 12:38:21,755 - mmaction - INFO - Epoch [213][660/940] lr: 4.268e-02, eta: 9:07:14, time: 0.672, data_time: 0.003, memory: 9569, top1_acc: 0.5225, top5_acc: 0.7506, loss_cls: 2.0774, loss: 2.0774, grad_norm: 2.5459 2020-07-25 12:38:34,673 - mmaction - INFO - Epoch [213][680/940] lr: 4.268e-02, eta: 9:06:57, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.5236, top5_acc: 0.7562, loss_cls: 2.0513, loss: 2.0513, grad_norm: 2.5222 2020-07-25 12:38:47,619 - mmaction - INFO - Epoch [213][700/940] lr: 4.268e-02, eta: 9:06:39, time: 0.648, data_time: 0.004, memory: 9569, top1_acc: 0.5098, top5_acc: 0.7498, loss_cls: 2.1056, loss: 2.1056, grad_norm: 2.5476 2020-07-25 12:39:00,560 - mmaction - INFO - Epoch [213][720/940] lr: 4.268e-02, eta: 9:06:22, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.1266, loss: 2.1266, grad_norm: 2.6114 2020-07-25 12:39:13,436 - mmaction - INFO - Epoch [213][740/940] lr: 4.268e-02, eta: 9:06:05, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5221, top5_acc: 0.7533, loss_cls: 2.0973, loss: 2.0973, grad_norm: 2.6012 2020-07-25 12:39:26,330 - mmaction - INFO - Epoch [213][760/940] lr: 4.268e-02, eta: 9:05:47, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5164, top5_acc: 0.7422, loss_cls: 2.1090, loss: 2.1090, grad_norm: 2.5761 2020-07-25 12:39:39,265 - mmaction - INFO - Epoch [213][780/940] lr: 4.268e-02, eta: 9:05:30, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.5225, top5_acc: 0.7541, loss_cls: 2.0478, loss: 2.0478, grad_norm: 2.5735 2020-07-25 12:39:52,275 - mmaction - INFO - Epoch [213][800/940] lr: 4.268e-02, eta: 9:05:13, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.4990, top5_acc: 0.7357, loss_cls: 2.1831, loss: 2.1831, grad_norm: 2.6007 2020-07-25 12:40:05,196 - mmaction - INFO - Epoch [213][820/940] lr: 4.268e-02, eta: 9:04:56, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5143, top5_acc: 0.7541, loss_cls: 2.0857, loss: 2.0857, grad_norm: 2.5555 2020-07-25 12:40:18,233 - mmaction - INFO - Epoch [213][840/940] lr: 4.268e-02, eta: 9:04:38, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.5211, top5_acc: 0.7504, loss_cls: 2.0709, loss: 2.0709, grad_norm: 2.5078 2020-07-25 12:40:31,490 - mmaction - INFO - Epoch [213][860/940] lr: 4.268e-02, eta: 9:04:21, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.5102, top5_acc: 0.7400, loss_cls: 2.1275, loss: 2.1275, grad_norm: 2.5284 2020-07-25 12:40:44,447 - mmaction - INFO - Epoch [213][880/940] lr: 4.268e-02, eta: 9:04:04, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5084, top5_acc: 0.7363, loss_cls: 2.1454, loss: 2.1454, grad_norm: 2.5863 2020-07-25 12:40:57,354 - mmaction - INFO - Epoch [213][900/940] lr: 4.268e-02, eta: 9:03:47, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5129, top5_acc: 0.7480, loss_cls: 2.1232, loss: 2.1232, grad_norm: 2.5730 2020-07-25 12:41:10,592 - mmaction - INFO - Epoch [213][920/940] lr: 4.268e-02, eta: 9:03:30, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.5160, top5_acc: 0.7490, loss_cls: 2.1319, loss: 2.1319, grad_norm: 2.5645 2020-07-25 12:41:22,778 - mmaction - INFO - Epoch [213][940/940] lr: 4.268e-02, eta: 9:03:12, time: 0.609, data_time: 0.001, memory: 9569, top1_acc: 0.5124, top5_acc: 0.7362, loss_cls: 2.1484, loss: 2.1484, grad_norm: 2.5751 2020-07-25 12:43:43,753 - mmaction - INFO - Epoch [214][20/940] lr: 4.081e-02, eta: 9:03:38, time: 6.781, data_time: 6.074, memory: 9569, top1_acc: 0.5217, top5_acc: 0.7521, loss_cls: 2.0782, loss: 2.0782, grad_norm: 2.5524 2020-07-25 12:43:56,672 - mmaction - INFO - Epoch [214][40/940] lr: 4.081e-02, eta: 9:03:21, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5285, top5_acc: 0.7533, loss_cls: 2.0590, loss: 2.0590, grad_norm: 2.5163 2020-07-25 12:44:09,589 - mmaction - INFO - Epoch [214][60/940] lr: 4.081e-02, eta: 9:03:04, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5199, top5_acc: 0.7494, loss_cls: 2.0776, loss: 2.0776, grad_norm: 2.5485 2020-07-25 12:44:22,547 - mmaction - INFO - Epoch [214][80/940] lr: 4.081e-02, eta: 9:02:46, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5238, top5_acc: 0.7432, loss_cls: 2.0852, loss: 2.0852, grad_norm: 2.5742 2020-07-25 12:44:35,770 - mmaction - INFO - Epoch [214][100/940] lr: 4.081e-02, eta: 9:02:29, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.5203, top5_acc: 0.7422, loss_cls: 2.0547, loss: 2.0547, grad_norm: 2.5197 2020-07-25 12:44:48,634 - mmaction - INFO - Epoch [214][120/940] lr: 4.081e-02, eta: 9:02:12, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5342, top5_acc: 0.7611, loss_cls: 2.0301, loss: 2.0301, grad_norm: 2.5502 2020-07-25 12:45:01,582 - mmaction - INFO - Epoch [214][140/940] lr: 4.081e-02, eta: 9:01:55, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5189, top5_acc: 0.7551, loss_cls: 2.0684, loss: 2.0684, grad_norm: 2.5553 2020-07-25 12:45:14,634 - mmaction - INFO - Epoch [214][160/940] lr: 4.081e-02, eta: 9:01:37, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.5221, top5_acc: 0.7527, loss_cls: 2.0688, loss: 2.0688, grad_norm: 2.5665 2020-07-25 12:45:28,519 - mmaction - INFO - Epoch [214][180/940] lr: 4.081e-02, eta: 9:01:20, time: 0.694, data_time: 0.001, memory: 9569, top1_acc: 0.5252, top5_acc: 0.7562, loss_cls: 2.0680, loss: 2.0680, grad_norm: 2.5341 2020-07-25 12:45:41,768 - mmaction - INFO - Epoch [214][200/940] lr: 4.081e-02, eta: 9:01:03, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.5229, top5_acc: 0.7523, loss_cls: 2.0537, loss: 2.0537, grad_norm: 2.5714 2020-07-25 12:45:54,740 - mmaction - INFO - Epoch [214][220/940] lr: 4.081e-02, eta: 9:00:46, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5219, top5_acc: 0.7457, loss_cls: 2.0735, loss: 2.0735, grad_norm: 2.5598 2020-07-25 12:46:08,121 - mmaction - INFO - Epoch [214][240/940] lr: 4.081e-02, eta: 9:00:29, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.5162, top5_acc: 0.7473, loss_cls: 2.0888, loss: 2.0888, grad_norm: 2.5635 2020-07-25 12:46:21,170 - mmaction - INFO - Epoch [214][260/940] lr: 4.081e-02, eta: 9:00:12, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.5188, top5_acc: 0.7486, loss_cls: 2.0918, loss: 2.0918, grad_norm: 2.6168 2020-07-25 12:46:34,209 - mmaction - INFO - Epoch [214][280/940] lr: 4.081e-02, eta: 8:59:54, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.5285, top5_acc: 0.7600, loss_cls: 2.0243, loss: 2.0243, grad_norm: 2.5547 2020-07-25 12:46:47,314 - mmaction - INFO - Epoch [214][300/940] lr: 4.081e-02, eta: 8:59:37, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.5201, top5_acc: 0.7605, loss_cls: 2.0629, loss: 2.0629, grad_norm: 2.5939 2020-07-25 12:47:00,594 - mmaction - INFO - Epoch [214][320/940] lr: 4.081e-02, eta: 8:59:20, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.5342, top5_acc: 0.7584, loss_cls: 2.0234, loss: 2.0234, grad_norm: 2.5430 2020-07-25 12:47:13,722 - mmaction - INFO - Epoch [214][340/940] lr: 4.081e-02, eta: 8:59:03, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.5322, top5_acc: 0.7623, loss_cls: 2.0009, loss: 2.0009, grad_norm: 2.5533 2020-07-25 12:47:27,110 - mmaction - INFO - Epoch [214][360/940] lr: 4.081e-02, eta: 8:58:46, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.5229, top5_acc: 0.7416, loss_cls: 2.0861, loss: 2.0861, grad_norm: 2.5396 2020-07-25 12:47:40,062 - mmaction - INFO - Epoch [214][380/940] lr: 4.081e-02, eta: 8:58:29, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5236, top5_acc: 0.7518, loss_cls: 2.0622, loss: 2.0622, grad_norm: 2.5340 2020-07-25 12:47:53,008 - mmaction - INFO - Epoch [214][400/940] lr: 4.081e-02, eta: 8:58:11, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5258, top5_acc: 0.7441, loss_cls: 2.0659, loss: 2.0659, grad_norm: 2.5922 2020-07-25 12:48:06,058 - mmaction - INFO - Epoch [214][420/940] lr: 4.081e-02, eta: 8:57:54, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.5166, top5_acc: 0.7449, loss_cls: 2.0951, loss: 2.0951, grad_norm: 2.5967 2020-07-25 12:48:18,935 - mmaction - INFO - Epoch [214][440/940] lr: 4.081e-02, eta: 8:57:37, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5109, top5_acc: 0.7391, loss_cls: 2.1272, loss: 2.1272, grad_norm: 2.5835 2020-07-25 12:48:31,860 - mmaction - INFO - Epoch [214][460/940] lr: 4.081e-02, eta: 8:57:20, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5230, top5_acc: 0.7547, loss_cls: 2.0754, loss: 2.0754, grad_norm: 2.5736 2020-07-25 12:48:45,114 - mmaction - INFO - Epoch [214][480/940] lr: 4.081e-02, eta: 8:57:02, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.5246, top5_acc: 0.7438, loss_cls: 2.0785, loss: 2.0785, grad_norm: 2.5698 2020-07-25 12:48:59,055 - mmaction - INFO - Epoch [214][500/940] lr: 4.081e-02, eta: 8:56:46, time: 0.697, data_time: 0.002, memory: 9569, top1_acc: 0.5184, top5_acc: 0.7514, loss_cls: 2.0840, loss: 2.0840, grad_norm: 2.5756 2020-07-25 12:49:12,423 - mmaction - INFO - Epoch [214][520/940] lr: 4.081e-02, eta: 8:56:28, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.5035, top5_acc: 0.7342, loss_cls: 2.1634, loss: 2.1634, grad_norm: 2.6376 2020-07-25 12:49:25,334 - mmaction - INFO - Epoch [214][540/940] lr: 4.081e-02, eta: 8:56:11, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5197, top5_acc: 0.7521, loss_cls: 2.1026, loss: 2.1026, grad_norm: 2.5926 2020-07-25 12:49:38,270 - mmaction - INFO - Epoch [214][560/940] lr: 4.081e-02, eta: 8:55:54, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5162, top5_acc: 0.7592, loss_cls: 2.0715, loss: 2.0715, grad_norm: 2.5713 2020-07-25 12:49:51,616 - mmaction - INFO - Epoch [214][580/940] lr: 4.081e-02, eta: 8:55:37, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.5207, top5_acc: 0.7484, loss_cls: 2.0750, loss: 2.0750, grad_norm: 2.6243 2020-07-25 12:50:04,596 - mmaction - INFO - Epoch [214][600/940] lr: 4.081e-02, eta: 8:55:20, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5143, top5_acc: 0.7482, loss_cls: 2.0919, loss: 2.0919, grad_norm: 2.5878 2020-07-25 12:50:18,061 - mmaction - INFO - Epoch [214][620/940] lr: 4.081e-02, eta: 8:55:02, time: 0.674, data_time: 0.001, memory: 9569, top1_acc: 0.5037, top5_acc: 0.7369, loss_cls: 2.1661, loss: 2.1661, grad_norm: 2.6720 2020-07-25 12:50:31,398 - mmaction - INFO - Epoch [214][640/940] lr: 4.081e-02, eta: 8:54:45, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.5209, top5_acc: 0.7543, loss_cls: 2.0601, loss: 2.0601, grad_norm: 2.5691 2020-07-25 12:50:44,330 - mmaction - INFO - Epoch [214][660/940] lr: 4.081e-02, eta: 8:54:28, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5352, top5_acc: 0.7625, loss_cls: 2.0134, loss: 2.0134, grad_norm: 2.5452 2020-07-25 12:50:57,214 - mmaction - INFO - Epoch [214][680/940] lr: 4.081e-02, eta: 8:54:11, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5244, top5_acc: 0.7520, loss_cls: 2.0700, loss: 2.0700, grad_norm: 2.5572 2020-07-25 12:51:10,095 - mmaction - INFO - Epoch [214][700/940] lr: 4.081e-02, eta: 8:53:54, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5316, top5_acc: 0.7543, loss_cls: 2.0486, loss: 2.0486, grad_norm: 2.5695 2020-07-25 12:51:22,987 - mmaction - INFO - Epoch [214][720/940] lr: 4.081e-02, eta: 8:53:36, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5176, top5_acc: 0.7438, loss_cls: 2.0945, loss: 2.0945, grad_norm: 2.5659 2020-07-25 12:51:35,905 - mmaction - INFO - Epoch [214][740/940] lr: 4.081e-02, eta: 8:53:19, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5188, top5_acc: 0.7408, loss_cls: 2.1001, loss: 2.1001, grad_norm: 2.5779 2020-07-25 12:51:48,793 - mmaction - INFO - Epoch [214][760/940] lr: 4.081e-02, eta: 8:53:02, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5238, top5_acc: 0.7549, loss_cls: 2.0685, loss: 2.0685, grad_norm: 2.6440 2020-07-25 12:52:01,858 - mmaction - INFO - Epoch [214][780/940] lr: 4.081e-02, eta: 8:52:45, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.5105, top5_acc: 0.7527, loss_cls: 2.0967, loss: 2.0967, grad_norm: 2.6023 2020-07-25 12:52:14,797 - mmaction - INFO - Epoch [214][800/940] lr: 4.081e-02, eta: 8:52:27, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5209, top5_acc: 0.7504, loss_cls: 2.0984, loss: 2.0984, grad_norm: 2.5686 2020-07-25 12:52:27,716 - mmaction - INFO - Epoch [214][820/940] lr: 4.081e-02, eta: 8:52:10, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5102, top5_acc: 0.7369, loss_cls: 2.1430, loss: 2.1430, grad_norm: 2.6019 2020-07-25 12:52:40,692 - mmaction - INFO - Epoch [214][840/940] lr: 4.081e-02, eta: 8:51:53, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5184, top5_acc: 0.7504, loss_cls: 2.0876, loss: 2.0876, grad_norm: 2.5707 2020-07-25 12:52:53,759 - mmaction - INFO - Epoch [214][860/940] lr: 4.081e-02, eta: 8:51:36, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.5156, top5_acc: 0.7529, loss_cls: 2.0628, loss: 2.0628, grad_norm: 2.5923 2020-07-25 12:53:07,077 - mmaction - INFO - Epoch [214][880/940] lr: 4.081e-02, eta: 8:51:19, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.5113, top5_acc: 0.7475, loss_cls: 2.1167, loss: 2.1167, grad_norm: 2.6021 2020-07-25 12:53:20,572 - mmaction - INFO - Epoch [214][900/940] lr: 4.081e-02, eta: 8:51:02, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.5205, top5_acc: 0.7504, loss_cls: 2.1019, loss: 2.1019, grad_norm: 2.6165 2020-07-25 12:53:33,842 - mmaction - INFO - Epoch [214][920/940] lr: 4.081e-02, eta: 8:50:45, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.5150, top5_acc: 0.7510, loss_cls: 2.0931, loss: 2.0931, grad_norm: 2.5871 2020-07-25 12:53:46,006 - mmaction - INFO - Epoch [214][940/940] lr: 4.081e-02, eta: 8:50:27, time: 0.609, data_time: 0.002, memory: 9569, top1_acc: 0.5118, top5_acc: 0.7390, loss_cls: 2.1220, loss: 2.1220, grad_norm: 2.6551 2020-07-25 12:55:55,279 - mmaction - INFO - Epoch [215][20/940] lr: 3.897e-02, eta: 8:50:49, time: 6.273, data_time: 5.595, memory: 9569, top1_acc: 0.5350, top5_acc: 0.7568, loss_cls: 2.0371, loss: 2.0371, grad_norm: 2.6079 2020-07-25 12:56:08,018 - mmaction - INFO - Epoch [215][40/940] lr: 3.897e-02, eta: 8:50:31, time: 0.637, data_time: 0.001, memory: 9569, top1_acc: 0.5260, top5_acc: 0.7465, loss_cls: 2.0524, loss: 2.0524, grad_norm: 2.5595 2020-07-25 12:56:20,851 - mmaction - INFO - Epoch [215][60/940] lr: 3.897e-02, eta: 8:50:14, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.5398, top5_acc: 0.7627, loss_cls: 1.9952, loss: 1.9952, grad_norm: 2.5328 2020-07-25 12:56:33,715 - mmaction - INFO - Epoch [215][80/940] lr: 3.897e-02, eta: 8:49:57, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5385, top5_acc: 0.7611, loss_cls: 2.0141, loss: 2.0141, grad_norm: 2.5551 2020-07-25 12:56:46,535 - mmaction - INFO - Epoch [215][100/940] lr: 3.897e-02, eta: 8:49:39, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.5293, top5_acc: 0.7615, loss_cls: 2.0025, loss: 2.0025, grad_norm: 2.5533 2020-07-25 12:56:59,431 - mmaction - INFO - Epoch [215][120/940] lr: 3.897e-02, eta: 8:49:22, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5186, top5_acc: 0.7582, loss_cls: 2.0574, loss: 2.0574, grad_norm: 2.6148 2020-07-25 12:57:12,324 - mmaction - INFO - Epoch [215][140/940] lr: 3.897e-02, eta: 8:49:05, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5229, top5_acc: 0.7602, loss_cls: 2.0211, loss: 2.0211, grad_norm: 2.5694 2020-07-25 12:57:25,220 - mmaction - INFO - Epoch [215][160/940] lr: 3.897e-02, eta: 8:48:48, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5309, top5_acc: 0.7586, loss_cls: 2.0308, loss: 2.0308, grad_norm: 2.5980 2020-07-25 12:57:38,134 - mmaction - INFO - Epoch [215][180/940] lr: 3.897e-02, eta: 8:48:30, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5393, top5_acc: 0.7543, loss_cls: 2.0138, loss: 2.0138, grad_norm: 2.6251 2020-07-25 12:57:50,983 - mmaction - INFO - Epoch [215][200/940] lr: 3.897e-02, eta: 8:48:13, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.5398, top5_acc: 0.7568, loss_cls: 2.0283, loss: 2.0283, grad_norm: 2.5821 2020-07-25 12:58:03,900 - mmaction - INFO - Epoch [215][220/940] lr: 3.897e-02, eta: 8:47:56, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5334, top5_acc: 0.7615, loss_cls: 2.0053, loss: 2.0053, grad_norm: 2.5864 2020-07-25 12:58:16,777 - mmaction - INFO - Epoch [215][240/940] lr: 3.897e-02, eta: 8:47:39, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5359, top5_acc: 0.7582, loss_cls: 2.0193, loss: 2.0193, grad_norm: 2.5925 2020-07-25 12:58:29,713 - mmaction - INFO - Epoch [215][260/940] lr: 3.897e-02, eta: 8:47:21, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5326, top5_acc: 0.7562, loss_cls: 2.0109, loss: 2.0109, grad_norm: 2.6260 2020-07-25 12:58:43,061 - mmaction - INFO - Epoch [215][280/940] lr: 3.897e-02, eta: 8:47:04, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.5271, top5_acc: 0.7529, loss_cls: 2.0724, loss: 2.0724, grad_norm: 2.6506 2020-07-25 12:58:56,218 - mmaction - INFO - Epoch [215][300/940] lr: 3.897e-02, eta: 8:46:47, time: 0.659, data_time: 0.002, memory: 9569, top1_acc: 0.5352, top5_acc: 0.7514, loss_cls: 2.0355, loss: 2.0355, grad_norm: 2.5740 2020-07-25 12:59:09,431 - mmaction - INFO - Epoch [215][320/940] lr: 3.897e-02, eta: 8:46:30, time: 0.660, data_time: 0.003, memory: 9569, top1_acc: 0.5344, top5_acc: 0.7449, loss_cls: 2.0661, loss: 2.0661, grad_norm: 2.5604 2020-07-25 12:59:22,336 - mmaction - INFO - Epoch [215][340/940] lr: 3.897e-02, eta: 8:46:13, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5256, top5_acc: 0.7537, loss_cls: 2.0772, loss: 2.0772, grad_norm: 2.6403 2020-07-25 12:59:35,260 - mmaction - INFO - Epoch [215][360/940] lr: 3.897e-02, eta: 8:45:56, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5203, top5_acc: 0.7553, loss_cls: 2.0622, loss: 2.0622, grad_norm: 2.6136 2020-07-25 12:59:48,290 - mmaction - INFO - Epoch [215][380/940] lr: 3.897e-02, eta: 8:45:38, time: 0.653, data_time: 0.003, memory: 9569, top1_acc: 0.5230, top5_acc: 0.7531, loss_cls: 2.0540, loss: 2.0540, grad_norm: 2.6314 2020-07-25 13:00:01,149 - mmaction - INFO - Epoch [215][400/940] lr: 3.897e-02, eta: 8:45:21, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5244, top5_acc: 0.7617, loss_cls: 2.0260, loss: 2.0260, grad_norm: 2.6123 2020-07-25 13:00:21,131 - mmaction - INFO - Epoch [215][420/940] lr: 3.897e-02, eta: 8:45:06, time: 0.997, data_time: 0.001, memory: 9569, top1_acc: 0.5236, top5_acc: 0.7590, loss_cls: 2.0596, loss: 2.0596, grad_norm: 2.5964 2020-07-25 13:00:34,553 - mmaction - INFO - Epoch [215][440/940] lr: 3.897e-02, eta: 8:44:49, time: 0.673, data_time: 0.005, memory: 9569, top1_acc: 0.5178, top5_acc: 0.7541, loss_cls: 2.0564, loss: 2.0564, grad_norm: 2.6346 2020-07-25 13:00:47,611 - mmaction - INFO - Epoch [215][460/940] lr: 3.897e-02, eta: 8:44:32, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.5277, top5_acc: 0.7549, loss_cls: 2.0385, loss: 2.0385, grad_norm: 2.5540 2020-07-25 13:01:00,899 - mmaction - INFO - Epoch [215][480/940] lr: 3.897e-02, eta: 8:44:15, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.5182, top5_acc: 0.7475, loss_cls: 2.0747, loss: 2.0747, grad_norm: 2.6465 2020-07-25 13:01:13,972 - mmaction - INFO - Epoch [215][500/940] lr: 3.897e-02, eta: 8:43:58, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.5195, top5_acc: 0.7486, loss_cls: 2.0845, loss: 2.0845, grad_norm: 2.6170 2020-07-25 13:01:26,923 - mmaction - INFO - Epoch [215][520/940] lr: 3.897e-02, eta: 8:43:41, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5285, top5_acc: 0.7664, loss_cls: 2.0026, loss: 2.0026, grad_norm: 2.6088 2020-07-25 13:01:40,297 - mmaction - INFO - Epoch [215][540/940] lr: 3.897e-02, eta: 8:43:24, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.5146, top5_acc: 0.7471, loss_cls: 2.1079, loss: 2.1079, grad_norm: 2.6352 2020-07-25 13:01:53,576 - mmaction - INFO - Epoch [215][560/940] lr: 3.897e-02, eta: 8:43:07, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.5170, top5_acc: 0.7475, loss_cls: 2.0978, loss: 2.0978, grad_norm: 2.6140 2020-07-25 13:02:06,489 - mmaction - INFO - Epoch [215][580/940] lr: 3.897e-02, eta: 8:42:49, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5174, top5_acc: 0.7479, loss_cls: 2.0921, loss: 2.0921, grad_norm: 2.6278 2020-07-25 13:02:19,382 - mmaction - INFO - Epoch [215][600/940] lr: 3.897e-02, eta: 8:42:32, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5275, top5_acc: 0.7521, loss_cls: 2.0694, loss: 2.0694, grad_norm: 2.6437 2020-07-25 13:02:32,284 - mmaction - INFO - Epoch [215][620/940] lr: 3.897e-02, eta: 8:42:15, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5193, top5_acc: 0.7482, loss_cls: 2.0790, loss: 2.0790, grad_norm: 2.6061 2020-07-25 13:02:45,250 - mmaction - INFO - Epoch [215][640/940] lr: 3.897e-02, eta: 8:41:58, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5273, top5_acc: 0.7588, loss_cls: 2.0574, loss: 2.0574, grad_norm: 2.5875 2020-07-25 13:02:58,125 - mmaction - INFO - Epoch [215][660/940] lr: 3.897e-02, eta: 8:41:40, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5348, top5_acc: 0.7635, loss_cls: 2.0034, loss: 2.0034, grad_norm: 2.5969 2020-07-25 13:03:11,183 - mmaction - INFO - Epoch [215][680/940] lr: 3.897e-02, eta: 8:41:23, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.5109, top5_acc: 0.7506, loss_cls: 2.0916, loss: 2.0916, grad_norm: 2.6300 2020-07-25 13:03:24,140 - mmaction - INFO - Epoch [215][700/940] lr: 3.897e-02, eta: 8:41:06, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5244, top5_acc: 0.7523, loss_cls: 2.0766, loss: 2.0766, grad_norm: 2.6372 2020-07-25 13:03:37,099 - mmaction - INFO - Epoch [215][720/940] lr: 3.897e-02, eta: 8:40:49, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5287, top5_acc: 0.7645, loss_cls: 2.0496, loss: 2.0496, grad_norm: 2.5774 2020-07-25 13:03:49,960 - mmaction - INFO - Epoch [215][740/940] lr: 3.897e-02, eta: 8:40:32, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.5277, top5_acc: 0.7523, loss_cls: 2.0508, loss: 2.0508, grad_norm: 2.6062 2020-07-25 13:04:03,011 - mmaction - INFO - Epoch [215][760/940] lr: 3.897e-02, eta: 8:40:15, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.5252, top5_acc: 0.7496, loss_cls: 2.0768, loss: 2.0768, grad_norm: 2.6320 2020-07-25 13:04:15,969 - mmaction - INFO - Epoch [215][780/940] lr: 3.897e-02, eta: 8:39:57, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5289, top5_acc: 0.7500, loss_cls: 2.0901, loss: 2.0901, grad_norm: 2.6484 2020-07-25 13:04:28,947 - mmaction - INFO - Epoch [215][800/940] lr: 3.897e-02, eta: 8:39:40, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5297, top5_acc: 0.7576, loss_cls: 2.0381, loss: 2.0381, grad_norm: 2.6344 2020-07-25 13:04:41,876 - mmaction - INFO - Epoch [215][820/940] lr: 3.897e-02, eta: 8:39:23, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5271, top5_acc: 0.7480, loss_cls: 2.0735, loss: 2.0735, grad_norm: 2.6127 2020-07-25 13:04:54,788 - mmaction - INFO - Epoch [215][840/940] lr: 3.897e-02, eta: 8:39:06, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5223, top5_acc: 0.7500, loss_cls: 2.0736, loss: 2.0736, grad_norm: 2.6206 2020-07-25 13:05:07,668 - mmaction - INFO - Epoch [215][860/940] lr: 3.897e-02, eta: 8:38:49, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.5137, top5_acc: 0.7434, loss_cls: 2.0978, loss: 2.0978, grad_norm: 2.6356 2020-07-25 13:05:20,588 - mmaction - INFO - Epoch [215][880/940] lr: 3.897e-02, eta: 8:38:31, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5248, top5_acc: 0.7520, loss_cls: 2.0816, loss: 2.0816, grad_norm: 2.6214 2020-07-25 13:05:33,516 - mmaction - INFO - Epoch [215][900/940] lr: 3.897e-02, eta: 8:38:14, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5111, top5_acc: 0.7434, loss_cls: 2.1275, loss: 2.1275, grad_norm: 2.6445 2020-07-25 13:05:46,435 - mmaction - INFO - Epoch [215][920/940] lr: 3.897e-02, eta: 8:37:57, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5254, top5_acc: 0.7600, loss_cls: 2.0374, loss: 2.0374, grad_norm: 2.6088 2020-07-25 13:05:58,617 - mmaction - INFO - Epoch [215][940/940] lr: 3.897e-02, eta: 8:37:40, time: 0.609, data_time: 0.001, memory: 9569, top1_acc: 0.5189, top5_acc: 0.7551, loss_cls: 2.0961, loss: 2.0961, grad_norm: 2.6707 2020-07-25 13:08:16,906 - mmaction - INFO - Epoch [216][20/940] lr: 3.718e-02, eta: 8:38:02, time: 6.568, data_time: 5.900, memory: 9569, top1_acc: 0.5262, top5_acc: 0.7625, loss_cls: 2.0395, loss: 2.0395, grad_norm: 2.6388 2020-07-25 13:08:30,086 - mmaction - INFO - Epoch [216][40/940] lr: 3.718e-02, eta: 8:37:45, time: 0.660, data_time: 0.002, memory: 9569, top1_acc: 0.5314, top5_acc: 0.7621, loss_cls: 2.0071, loss: 2.0071, grad_norm: 2.6298 2020-07-25 13:08:42,947 - mmaction - INFO - Epoch [216][60/940] lr: 3.718e-02, eta: 8:37:28, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.5096, top5_acc: 0.7414, loss_cls: 2.1072, loss: 2.1072, grad_norm: 2.6258 2020-07-25 13:08:55,866 - mmaction - INFO - Epoch [216][80/940] lr: 3.718e-02, eta: 8:37:10, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5389, top5_acc: 0.7525, loss_cls: 2.0105, loss: 2.0105, grad_norm: 2.5692 2020-07-25 13:09:08,754 - mmaction - INFO - Epoch [216][100/940] lr: 3.718e-02, eta: 8:36:53, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5453, top5_acc: 0.7666, loss_cls: 2.0055, loss: 2.0055, grad_norm: 2.5772 2020-07-25 13:09:21,617 - mmaction - INFO - Epoch [216][120/940] lr: 3.718e-02, eta: 8:36:36, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5262, top5_acc: 0.7537, loss_cls: 2.0549, loss: 2.0549, grad_norm: 2.6327 2020-07-25 13:09:34,550 - mmaction - INFO - Epoch [216][140/940] lr: 3.718e-02, eta: 8:36:19, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5254, top5_acc: 0.7508, loss_cls: 2.0563, loss: 2.0563, grad_norm: 2.5954 2020-07-25 13:09:47,425 - mmaction - INFO - Epoch [216][160/940] lr: 3.718e-02, eta: 8:36:01, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5457, top5_acc: 0.7652, loss_cls: 2.0030, loss: 2.0030, grad_norm: 2.6081 2020-07-25 13:10:00,447 - mmaction - INFO - Epoch [216][180/940] lr: 3.718e-02, eta: 8:35:44, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.5293, top5_acc: 0.7568, loss_cls: 2.0277, loss: 2.0277, grad_norm: 2.6446 2020-07-25 13:10:13,403 - mmaction - INFO - Epoch [216][200/940] lr: 3.718e-02, eta: 8:35:27, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5332, top5_acc: 0.7670, loss_cls: 2.0242, loss: 2.0242, grad_norm: 2.6700 2020-07-25 13:10:26,311 - mmaction - INFO - Epoch [216][220/940] lr: 3.718e-02, eta: 8:35:10, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5352, top5_acc: 0.7559, loss_cls: 2.0026, loss: 2.0026, grad_norm: 2.6244 2020-07-25 13:10:39,213 - mmaction - INFO - Epoch [216][240/940] lr: 3.718e-02, eta: 8:34:53, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5402, top5_acc: 0.7689, loss_cls: 1.9737, loss: 1.9737, grad_norm: 2.6450 2020-07-25 13:10:52,068 - mmaction - INFO - Epoch [216][260/940] lr: 3.718e-02, eta: 8:34:36, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5182, top5_acc: 0.7479, loss_cls: 2.0839, loss: 2.0839, grad_norm: 2.7024 2020-07-25 13:11:04,904 - mmaction - INFO - Epoch [216][280/940] lr: 3.718e-02, eta: 8:34:18, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.5188, top5_acc: 0.7564, loss_cls: 2.0427, loss: 2.0427, grad_norm: 2.7061 2020-07-25 13:11:17,882 - mmaction - INFO - Epoch [216][300/940] lr: 3.718e-02, eta: 8:34:01, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5324, top5_acc: 0.7533, loss_cls: 2.0463, loss: 2.0463, grad_norm: 2.6594 2020-07-25 13:11:30,837 - mmaction - INFO - Epoch [216][320/940] lr: 3.718e-02, eta: 8:33:44, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5420, top5_acc: 0.7678, loss_cls: 1.9788, loss: 1.9788, grad_norm: 2.5850 2020-07-25 13:11:43,717 - mmaction - INFO - Epoch [216][340/940] lr: 3.718e-02, eta: 8:33:27, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5479, top5_acc: 0.7725, loss_cls: 1.9742, loss: 1.9742, grad_norm: 2.6062 2020-07-25 13:11:56,692 - mmaction - INFO - Epoch [216][360/940] lr: 3.718e-02, eta: 8:33:10, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5275, top5_acc: 0.7588, loss_cls: 2.0362, loss: 2.0362, grad_norm: 2.6486 2020-07-25 13:12:09,650 - mmaction - INFO - Epoch [216][380/940] lr: 3.718e-02, eta: 8:32:52, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5281, top5_acc: 0.7486, loss_cls: 2.0673, loss: 2.0673, grad_norm: 2.6460 2020-07-25 13:12:22,610 - mmaction - INFO - Epoch [216][400/940] lr: 3.718e-02, eta: 8:32:35, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5363, top5_acc: 0.7664, loss_cls: 1.9935, loss: 1.9935, grad_norm: 2.6408 2020-07-25 13:12:36,109 - mmaction - INFO - Epoch [216][420/940] lr: 3.718e-02, eta: 8:32:18, time: 0.675, data_time: 0.001, memory: 9569, top1_acc: 0.5357, top5_acc: 0.7607, loss_cls: 2.0301, loss: 2.0301, grad_norm: 2.6533 2020-07-25 13:12:49,550 - mmaction - INFO - Epoch [216][440/940] lr: 3.718e-02, eta: 8:32:01, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.5262, top5_acc: 0.7486, loss_cls: 2.0793, loss: 2.0793, grad_norm: 2.6411 2020-07-25 13:13:02,475 - mmaction - INFO - Epoch [216][460/940] lr: 3.718e-02, eta: 8:31:44, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.5316, top5_acc: 0.7584, loss_cls: 2.0293, loss: 2.0293, grad_norm: 2.6655 2020-07-25 13:13:15,358 - mmaction - INFO - Epoch [216][480/940] lr: 3.718e-02, eta: 8:31:27, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5225, top5_acc: 0.7549, loss_cls: 2.0619, loss: 2.0619, grad_norm: 2.6625 2020-07-25 13:13:28,288 - mmaction - INFO - Epoch [216][500/940] lr: 3.718e-02, eta: 8:31:10, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5332, top5_acc: 0.7580, loss_cls: 2.0187, loss: 2.0187, grad_norm: 2.6412 2020-07-25 13:13:41,190 - mmaction - INFO - Epoch [216][520/940] lr: 3.718e-02, eta: 8:30:53, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5338, top5_acc: 0.7574, loss_cls: 2.0192, loss: 2.0192, grad_norm: 2.6198 2020-07-25 13:13:54,134 - mmaction - INFO - Epoch [216][540/940] lr: 3.718e-02, eta: 8:30:35, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5324, top5_acc: 0.7613, loss_cls: 2.0228, loss: 2.0228, grad_norm: 2.6371 2020-07-25 13:14:07,083 - mmaction - INFO - Epoch [216][560/940] lr: 3.718e-02, eta: 8:30:18, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5324, top5_acc: 0.7518, loss_cls: 2.0759, loss: 2.0759, grad_norm: 2.6748 2020-07-25 13:14:19,973 - mmaction - INFO - Epoch [216][580/940] lr: 3.718e-02, eta: 8:30:01, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5314, top5_acc: 0.7549, loss_cls: 2.0261, loss: 2.0261, grad_norm: 2.6338 2020-07-25 13:14:32,906 - mmaction - INFO - Epoch [216][600/940] lr: 3.718e-02, eta: 8:29:44, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5121, top5_acc: 0.7449, loss_cls: 2.0734, loss: 2.0734, grad_norm: 2.7103 2020-07-25 13:14:45,956 - mmaction - INFO - Epoch [216][620/940] lr: 3.718e-02, eta: 8:29:27, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.5213, top5_acc: 0.7486, loss_cls: 2.0888, loss: 2.0888, grad_norm: 2.6578 2020-07-25 13:14:58,860 - mmaction - INFO - Epoch [216][640/940] lr: 3.718e-02, eta: 8:29:10, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5289, top5_acc: 0.7584, loss_cls: 2.0306, loss: 2.0306, grad_norm: 2.6322 2020-07-25 13:15:11,763 - mmaction - INFO - Epoch [216][660/940] lr: 3.718e-02, eta: 8:28:52, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5238, top5_acc: 0.7521, loss_cls: 2.0475, loss: 2.0475, grad_norm: 2.6626 2020-07-25 13:15:24,813 - mmaction - INFO - Epoch [216][680/940] lr: 3.718e-02, eta: 8:28:35, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.5078, top5_acc: 0.7486, loss_cls: 2.1004, loss: 2.1004, grad_norm: 2.7302 2020-07-25 13:15:37,937 - mmaction - INFO - Epoch [216][700/940] lr: 3.718e-02, eta: 8:28:18, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.5127, top5_acc: 0.7516, loss_cls: 2.0891, loss: 2.0891, grad_norm: 2.6875 2020-07-25 13:15:50,847 - mmaction - INFO - Epoch [216][720/940] lr: 3.718e-02, eta: 8:28:01, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5320, top5_acc: 0.7652, loss_cls: 1.9960, loss: 1.9960, grad_norm: 2.6361 2020-07-25 13:16:03,794 - mmaction - INFO - Epoch [216][740/940] lr: 3.718e-02, eta: 8:27:44, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5297, top5_acc: 0.7695, loss_cls: 1.9989, loss: 1.9989, grad_norm: 2.6315 2020-07-25 13:16:16,640 - mmaction - INFO - Epoch [216][760/940] lr: 3.718e-02, eta: 8:27:27, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.5268, top5_acc: 0.7625, loss_cls: 2.0188, loss: 2.0188, grad_norm: 2.6360 2020-07-25 13:16:29,682 - mmaction - INFO - Epoch [216][780/940] lr: 3.718e-02, eta: 8:27:10, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.5338, top5_acc: 0.7604, loss_cls: 2.0386, loss: 2.0386, grad_norm: 2.6879 2020-07-25 13:16:42,950 - mmaction - INFO - Epoch [216][800/940] lr: 3.718e-02, eta: 8:26:53, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.5178, top5_acc: 0.7480, loss_cls: 2.0878, loss: 2.0878, grad_norm: 2.6764 2020-07-25 13:16:55,898 - mmaction - INFO - Epoch [216][820/940] lr: 3.718e-02, eta: 8:26:35, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5266, top5_acc: 0.7510, loss_cls: 2.0941, loss: 2.0941, grad_norm: 2.6899 2020-07-25 13:17:08,905 - mmaction - INFO - Epoch [216][840/940] lr: 3.718e-02, eta: 8:26:18, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5248, top5_acc: 0.7527, loss_cls: 2.0729, loss: 2.0729, grad_norm: 2.6289 2020-07-25 13:17:22,106 - mmaction - INFO - Epoch [216][860/940] lr: 3.718e-02, eta: 8:26:01, time: 0.661, data_time: 0.002, memory: 9569, top1_acc: 0.5354, top5_acc: 0.7553, loss_cls: 2.0129, loss: 2.0129, grad_norm: 2.6278 2020-07-25 13:17:35,150 - mmaction - INFO - Epoch [216][880/940] lr: 3.718e-02, eta: 8:25:44, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.5318, top5_acc: 0.7553, loss_cls: 2.0690, loss: 2.0690, grad_norm: 2.6667 2020-07-25 13:17:48,157 - mmaction - INFO - Epoch [216][900/940] lr: 3.718e-02, eta: 8:25:27, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.5199, top5_acc: 0.7477, loss_cls: 2.0917, loss: 2.0917, grad_norm: 2.6791 2020-07-25 13:18:01,160 - mmaction - INFO - Epoch [216][920/940] lr: 3.718e-02, eta: 8:25:10, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.5266, top5_acc: 0.7551, loss_cls: 2.0494, loss: 2.0494, grad_norm: 2.6824 2020-07-25 13:18:13,415 - mmaction - INFO - Epoch [216][940/940] lr: 3.718e-02, eta: 8:24:52, time: 0.613, data_time: 0.004, memory: 9569, top1_acc: 0.5308, top5_acc: 0.7457, loss_cls: 2.0558, loss: 2.0558, grad_norm: 2.6498 2020-07-25 13:18:16,517 - mmaction - INFO - Saving checkpoint at 216 epochs 2020-07-25 13:20:17,884 - mmaction - INFO - Epoch [217][20/940] lr: 3.542e-02, eta: 8:25:10, time: 6.017, data_time: 5.346, memory: 9569, top1_acc: 0.5416, top5_acc: 0.7715, loss_cls: 1.9787, loss: 1.9787, grad_norm: 2.6323 2020-07-25 13:20:30,703 - mmaction - INFO - Epoch [217][40/940] lr: 3.542e-02, eta: 8:24:53, time: 0.639, data_time: 0.001, memory: 9569, top1_acc: 0.5379, top5_acc: 0.7635, loss_cls: 2.0083, loss: 2.0083, grad_norm: 2.6737 2020-07-25 13:20:43,657 - mmaction - INFO - Epoch [217][60/940] lr: 3.542e-02, eta: 8:24:36, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5381, top5_acc: 0.7590, loss_cls: 1.9907, loss: 1.9907, grad_norm: 2.6549 2020-07-25 13:20:56,682 - mmaction - INFO - Epoch [217][80/940] lr: 3.542e-02, eta: 8:24:18, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.5383, top5_acc: 0.7623, loss_cls: 2.0045, loss: 2.0045, grad_norm: 2.6603 2020-07-25 13:21:09,521 - mmaction - INFO - Epoch [217][100/940] lr: 3.542e-02, eta: 8:24:01, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.5332, top5_acc: 0.7598, loss_cls: 2.0464, loss: 2.0464, grad_norm: 2.7388 2020-07-25 13:21:22,411 - mmaction - INFO - Epoch [217][120/940] lr: 3.542e-02, eta: 8:23:44, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5309, top5_acc: 0.7623, loss_cls: 1.9943, loss: 1.9943, grad_norm: 2.6547 2020-07-25 13:21:35,291 - mmaction - INFO - Epoch [217][140/940] lr: 3.542e-02, eta: 8:23:27, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5150, top5_acc: 0.7436, loss_cls: 2.0902, loss: 2.0902, grad_norm: 2.7174 2020-07-25 13:21:48,436 - mmaction - INFO - Epoch [217][160/940] lr: 3.542e-02, eta: 8:23:10, time: 0.657, data_time: 0.001, memory: 9569, top1_acc: 0.5379, top5_acc: 0.7682, loss_cls: 1.9698, loss: 1.9698, grad_norm: 2.6467 2020-07-25 13:22:01,322 - mmaction - INFO - Epoch [217][180/940] lr: 3.542e-02, eta: 8:22:53, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5451, top5_acc: 0.7646, loss_cls: 1.9626, loss: 1.9626, grad_norm: 2.6507 2020-07-25 13:22:14,209 - mmaction - INFO - Epoch [217][200/940] lr: 3.542e-02, eta: 8:22:36, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5277, top5_acc: 0.7617, loss_cls: 2.0213, loss: 2.0213, grad_norm: 2.6971 2020-07-25 13:22:27,102 - mmaction - INFO - Epoch [217][220/940] lr: 3.542e-02, eta: 8:22:18, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5379, top5_acc: 0.7654, loss_cls: 2.0035, loss: 2.0035, grad_norm: 2.6760 2020-07-25 13:22:40,286 - mmaction - INFO - Epoch [217][240/940] lr: 3.542e-02, eta: 8:22:01, time: 0.660, data_time: 0.002, memory: 9569, top1_acc: 0.5379, top5_acc: 0.7607, loss_cls: 2.0001, loss: 2.0001, grad_norm: 2.6763 2020-07-25 13:22:53,213 - mmaction - INFO - Epoch [217][260/940] lr: 3.542e-02, eta: 8:21:44, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5244, top5_acc: 0.7586, loss_cls: 2.0410, loss: 2.0410, grad_norm: 2.7110 2020-07-25 13:23:06,925 - mmaction - INFO - Epoch [217][280/940] lr: 3.542e-02, eta: 8:21:27, time: 0.685, data_time: 0.001, memory: 9569, top1_acc: 0.5412, top5_acc: 0.7672, loss_cls: 1.9805, loss: 1.9805, grad_norm: 2.6482 2020-07-25 13:23:19,990 - mmaction - INFO - Epoch [217][300/940] lr: 3.542e-02, eta: 8:21:10, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.5330, top5_acc: 0.7512, loss_cls: 2.0382, loss: 2.0382, grad_norm: 2.6603 2020-07-25 13:23:33,345 - mmaction - INFO - Epoch [217][320/940] lr: 3.542e-02, eta: 8:20:53, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.5375, top5_acc: 0.7652, loss_cls: 1.9959, loss: 1.9959, grad_norm: 2.6741 2020-07-25 13:23:46,230 - mmaction - INFO - Epoch [217][340/940] lr: 3.542e-02, eta: 8:20:36, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5262, top5_acc: 0.7596, loss_cls: 2.0303, loss: 2.0303, grad_norm: 2.6729 2020-07-25 13:23:59,145 - mmaction - INFO - Epoch [217][360/940] lr: 3.542e-02, eta: 8:20:19, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5205, top5_acc: 0.7549, loss_cls: 2.0404, loss: 2.0404, grad_norm: 2.7260 2020-07-25 13:24:12,225 - mmaction - INFO - Epoch [217][380/940] lr: 3.542e-02, eta: 8:20:02, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.5223, top5_acc: 0.7598, loss_cls: 2.0275, loss: 2.0275, grad_norm: 2.6403 2020-07-25 13:24:25,119 - mmaction - INFO - Epoch [217][400/940] lr: 3.542e-02, eta: 8:19:45, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5365, top5_acc: 0.7578, loss_cls: 2.0195, loss: 2.0195, grad_norm: 2.6634 2020-07-25 13:24:38,070 - mmaction - INFO - Epoch [217][420/940] lr: 3.542e-02, eta: 8:19:27, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5334, top5_acc: 0.7561, loss_cls: 2.0195, loss: 2.0195, grad_norm: 2.6989 2020-07-25 13:24:51,035 - mmaction - INFO - Epoch [217][440/940] lr: 3.542e-02, eta: 8:19:10, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5383, top5_acc: 0.7631, loss_cls: 1.9810, loss: 1.9810, grad_norm: 2.6539 2020-07-25 13:25:04,023 - mmaction - INFO - Epoch [217][460/940] lr: 3.542e-02, eta: 8:18:53, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.5242, top5_acc: 0.7570, loss_cls: 2.0335, loss: 2.0335, grad_norm: 2.6566 2020-07-25 13:25:16,945 - mmaction - INFO - Epoch [217][480/940] lr: 3.542e-02, eta: 8:18:36, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5234, top5_acc: 0.7549, loss_cls: 2.0632, loss: 2.0632, grad_norm: 2.7427 2020-07-25 13:25:29,805 - mmaction - INFO - Epoch [217][500/940] lr: 3.542e-02, eta: 8:18:19, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5301, top5_acc: 0.7604, loss_cls: 2.0329, loss: 2.0329, grad_norm: 2.6711 2020-07-25 13:25:42,678 - mmaction - INFO - Epoch [217][520/940] lr: 3.542e-02, eta: 8:18:02, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5422, top5_acc: 0.7627, loss_cls: 2.0105, loss: 2.0105, grad_norm: 2.6942 2020-07-25 13:25:55,584 - mmaction - INFO - Epoch [217][540/940] lr: 3.542e-02, eta: 8:17:45, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5348, top5_acc: 0.7629, loss_cls: 2.0242, loss: 2.0242, grad_norm: 2.7166 2020-07-25 13:26:08,491 - mmaction - INFO - Epoch [217][560/940] lr: 3.542e-02, eta: 8:17:28, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5357, top5_acc: 0.7646, loss_cls: 2.0042, loss: 2.0042, grad_norm: 2.7122 2020-07-25 13:26:21,412 - mmaction - INFO - Epoch [217][580/940] lr: 3.542e-02, eta: 8:17:10, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5062, top5_acc: 0.7385, loss_cls: 2.1408, loss: 2.1408, grad_norm: 2.7398 2020-07-25 13:26:34,330 - mmaction - INFO - Epoch [217][600/940] lr: 3.542e-02, eta: 8:16:53, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5246, top5_acc: 0.7533, loss_cls: 2.0435, loss: 2.0435, grad_norm: 2.6677 2020-07-25 13:26:47,383 - mmaction - INFO - Epoch [217][620/940] lr: 3.542e-02, eta: 8:16:36, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.5379, top5_acc: 0.7564, loss_cls: 2.0301, loss: 2.0301, grad_norm: 2.6922 2020-07-25 13:27:00,265 - mmaction - INFO - Epoch [217][640/940] lr: 3.542e-02, eta: 8:16:19, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5270, top5_acc: 0.7535, loss_cls: 2.0511, loss: 2.0511, grad_norm: 2.7151 2020-07-25 13:27:13,159 - mmaction - INFO - Epoch [217][660/940] lr: 3.542e-02, eta: 8:16:02, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5203, top5_acc: 0.7584, loss_cls: 2.0383, loss: 2.0383, grad_norm: 2.6776 2020-07-25 13:27:26,069 - mmaction - INFO - Epoch [217][680/940] lr: 3.542e-02, eta: 8:15:45, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5418, top5_acc: 0.7668, loss_cls: 1.9831, loss: 1.9831, grad_norm: 2.6409 2020-07-25 13:27:39,101 - mmaction - INFO - Epoch [217][700/940] lr: 3.542e-02, eta: 8:15:28, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.5406, top5_acc: 0.7645, loss_cls: 1.9996, loss: 1.9996, grad_norm: 2.6936 2020-07-25 13:27:52,005 - mmaction - INFO - Epoch [217][720/940] lr: 3.542e-02, eta: 8:15:11, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5371, top5_acc: 0.7643, loss_cls: 2.0068, loss: 2.0068, grad_norm: 2.7153 2020-07-25 13:28:04,889 - mmaction - INFO - Epoch [217][740/940] lr: 3.542e-02, eta: 8:14:54, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5195, top5_acc: 0.7621, loss_cls: 2.0419, loss: 2.0419, grad_norm: 2.7786 2020-07-25 13:28:17,789 - mmaction - INFO - Epoch [217][760/940] lr: 3.542e-02, eta: 8:14:36, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5283, top5_acc: 0.7498, loss_cls: 2.0732, loss: 2.0732, grad_norm: 2.7020 2020-07-25 13:28:31,009 - mmaction - INFO - Epoch [217][780/940] lr: 3.542e-02, eta: 8:14:19, time: 0.660, data_time: 0.001, memory: 9569, top1_acc: 0.5271, top5_acc: 0.7576, loss_cls: 2.0465, loss: 2.0465, grad_norm: 2.7009 2020-07-25 13:28:44,011 - mmaction - INFO - Epoch [217][800/940] lr: 3.542e-02, eta: 8:14:02, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.5166, top5_acc: 0.7436, loss_cls: 2.0899, loss: 2.0899, grad_norm: 2.7167 2020-07-25 13:28:57,134 - mmaction - INFO - Epoch [217][820/940] lr: 3.542e-02, eta: 8:13:45, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.5324, top5_acc: 0.7605, loss_cls: 2.0400, loss: 2.0400, grad_norm: 2.6889 2020-07-25 13:29:10,585 - mmaction - INFO - Epoch [217][840/940] lr: 3.542e-02, eta: 8:13:28, time: 0.674, data_time: 0.003, memory: 9569, top1_acc: 0.5232, top5_acc: 0.7498, loss_cls: 2.0884, loss: 2.0884, grad_norm: 2.6972 2020-07-25 13:29:23,831 - mmaction - INFO - Epoch [217][860/940] lr: 3.542e-02, eta: 8:13:11, time: 0.662, data_time: 0.014, memory: 9569, top1_acc: 0.5391, top5_acc: 0.7635, loss_cls: 2.0053, loss: 2.0053, grad_norm: 2.6438 2020-07-25 13:29:37,173 - mmaction - INFO - Epoch [217][880/940] lr: 3.542e-02, eta: 8:12:54, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.5295, top5_acc: 0.7545, loss_cls: 2.0485, loss: 2.0485, grad_norm: 2.6783 2020-07-25 13:29:50,130 - mmaction - INFO - Epoch [217][900/940] lr: 3.542e-02, eta: 8:12:37, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5373, top5_acc: 0.7592, loss_cls: 2.0019, loss: 2.0019, grad_norm: 2.6701 2020-07-25 13:30:03,264 - mmaction - INFO - Epoch [217][920/940] lr: 3.542e-02, eta: 8:12:20, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.5254, top5_acc: 0.7520, loss_cls: 2.0797, loss: 2.0797, grad_norm: 2.7288 2020-07-25 13:30:15,399 - mmaction - INFO - Epoch [217][940/940] lr: 3.542e-02, eta: 8:12:03, time: 0.608, data_time: 0.002, memory: 9569, top1_acc: 0.5310, top5_acc: 0.7565, loss_cls: 2.0523, loss: 2.0523, grad_norm: 2.7362 2020-07-25 13:32:44,053 - mmaction - INFO - Epoch [218][20/940] lr: 3.371e-02, eta: 8:12:27, time: 7.269, data_time: 5.374, memory: 9569, top1_acc: 0.5443, top5_acc: 0.7660, loss_cls: 1.9702, loss: 1.9702, grad_norm: 2.6609 2020-07-25 13:32:56,875 - mmaction - INFO - Epoch [218][40/940] lr: 3.371e-02, eta: 8:12:10, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.5445, top5_acc: 0.7652, loss_cls: 1.9905, loss: 1.9905, grad_norm: 2.6952 2020-07-25 13:33:09,767 - mmaction - INFO - Epoch [218][60/940] lr: 3.371e-02, eta: 8:11:53, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5463, top5_acc: 0.7672, loss_cls: 1.9824, loss: 1.9824, grad_norm: 2.6805 2020-07-25 13:33:23,011 - mmaction - INFO - Epoch [218][80/940] lr: 3.371e-02, eta: 8:11:36, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.5264, top5_acc: 0.7494, loss_cls: 2.0408, loss: 2.0408, grad_norm: 2.7102 2020-07-25 13:33:35,995 - mmaction - INFO - Epoch [218][100/940] lr: 3.371e-02, eta: 8:11:19, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.5270, top5_acc: 0.7602, loss_cls: 2.0122, loss: 2.0122, grad_norm: 2.7028 2020-07-25 13:33:48,868 - mmaction - INFO - Epoch [218][120/940] lr: 3.371e-02, eta: 8:11:01, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5404, top5_acc: 0.7590, loss_cls: 1.9814, loss: 1.9814, grad_norm: 2.6944 2020-07-25 13:34:01,745 - mmaction - INFO - Epoch [218][140/940] lr: 3.371e-02, eta: 8:10:44, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.5361, top5_acc: 0.7676, loss_cls: 1.9971, loss: 1.9971, grad_norm: 2.7216 2020-07-25 13:34:14,631 - mmaction - INFO - Epoch [218][160/940] lr: 3.371e-02, eta: 8:10:27, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5467, top5_acc: 0.7672, loss_cls: 1.9596, loss: 1.9596, grad_norm: 2.6888 2020-07-25 13:34:27,612 - mmaction - INFO - Epoch [218][180/940] lr: 3.371e-02, eta: 8:10:10, time: 0.650, data_time: 0.003, memory: 9569, top1_acc: 0.5365, top5_acc: 0.7615, loss_cls: 2.0120, loss: 2.0120, grad_norm: 2.7326 2020-07-25 13:34:40,506 - mmaction - INFO - Epoch [218][200/940] lr: 3.371e-02, eta: 8:09:53, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5414, top5_acc: 0.7570, loss_cls: 2.0180, loss: 2.0180, grad_norm: 2.7639 2020-07-25 13:34:53,431 - mmaction - INFO - Epoch [218][220/940] lr: 3.371e-02, eta: 8:09:36, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.5301, top5_acc: 0.7615, loss_cls: 1.9910, loss: 1.9910, grad_norm: 2.6882 2020-07-25 13:35:06,321 - mmaction - INFO - Epoch [218][240/940] lr: 3.371e-02, eta: 8:09:19, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5414, top5_acc: 0.7713, loss_cls: 1.9903, loss: 1.9903, grad_norm: 2.7166 2020-07-25 13:35:19,639 - mmaction - INFO - Epoch [218][260/940] lr: 3.371e-02, eta: 8:09:02, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.5467, top5_acc: 0.7602, loss_cls: 1.9868, loss: 1.9868, grad_norm: 2.6922 2020-07-25 13:35:33,049 - mmaction - INFO - Epoch [218][280/940] lr: 3.371e-02, eta: 8:08:45, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.5473, top5_acc: 0.7666, loss_cls: 1.9772, loss: 1.9772, grad_norm: 2.6966 2020-07-25 13:35:45,961 - mmaction - INFO - Epoch [218][300/940] lr: 3.371e-02, eta: 8:08:28, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5377, top5_acc: 0.7680, loss_cls: 1.9889, loss: 1.9889, grad_norm: 2.7329 2020-07-25 13:35:58,905 - mmaction - INFO - Epoch [218][320/940] lr: 3.371e-02, eta: 8:08:11, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5260, top5_acc: 0.7668, loss_cls: 1.9826, loss: 1.9826, grad_norm: 2.7607 2020-07-25 13:36:11,803 - mmaction - INFO - Epoch [218][340/940] lr: 3.371e-02, eta: 8:07:53, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5316, top5_acc: 0.7602, loss_cls: 2.0329, loss: 2.0329, grad_norm: 2.7379 2020-07-25 13:36:24,721 - mmaction - INFO - Epoch [218][360/940] lr: 3.371e-02, eta: 8:07:36, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5439, top5_acc: 0.7658, loss_cls: 1.9717, loss: 1.9717, grad_norm: 2.6903 2020-07-25 13:36:37,588 - mmaction - INFO - Epoch [218][380/940] lr: 3.371e-02, eta: 8:07:19, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5301, top5_acc: 0.7527, loss_cls: 2.0378, loss: 2.0378, grad_norm: 2.7442 2020-07-25 13:36:50,509 - mmaction - INFO - Epoch [218][400/940] lr: 3.371e-02, eta: 8:07:02, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5311, top5_acc: 0.7576, loss_cls: 2.0164, loss: 2.0164, grad_norm: 2.6972 2020-07-25 13:37:03,365 - mmaction - INFO - Epoch [218][420/940] lr: 3.371e-02, eta: 8:06:45, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.5307, top5_acc: 0.7512, loss_cls: 2.0708, loss: 2.0708, grad_norm: 2.7824 2020-07-25 13:37:16,244 - mmaction - INFO - Epoch [218][440/940] lr: 3.371e-02, eta: 8:06:28, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5215, top5_acc: 0.7545, loss_cls: 2.0449, loss: 2.0449, grad_norm: 2.7672 2020-07-25 13:37:29,347 - mmaction - INFO - Epoch [218][460/940] lr: 3.371e-02, eta: 8:06:11, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.5283, top5_acc: 0.7514, loss_cls: 2.0430, loss: 2.0430, grad_norm: 2.7226 2020-07-25 13:37:42,225 - mmaction - INFO - Epoch [218][480/940] lr: 3.371e-02, eta: 8:05:54, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5301, top5_acc: 0.7562, loss_cls: 2.0355, loss: 2.0355, grad_norm: 2.7314 2020-07-25 13:37:55,472 - mmaction - INFO - Epoch [218][500/940] lr: 3.371e-02, eta: 8:05:37, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.5357, top5_acc: 0.7656, loss_cls: 2.0070, loss: 2.0070, grad_norm: 2.7125 2020-07-25 13:38:08,609 - mmaction - INFO - Epoch [218][520/940] lr: 3.371e-02, eta: 8:05:20, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.5271, top5_acc: 0.7568, loss_cls: 1.9983, loss: 1.9983, grad_norm: 2.6775 2020-07-25 13:38:21,983 - mmaction - INFO - Epoch [218][540/940] lr: 3.371e-02, eta: 8:05:03, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.5371, top5_acc: 0.7650, loss_cls: 1.9794, loss: 1.9794, grad_norm: 2.7394 2020-07-25 13:38:34,956 - mmaction - INFO - Epoch [218][560/940] lr: 3.371e-02, eta: 8:04:46, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5443, top5_acc: 0.7629, loss_cls: 2.0011, loss: 2.0011, grad_norm: 2.7369 2020-07-25 13:38:47,878 - mmaction - INFO - Epoch [218][580/940] lr: 3.371e-02, eta: 8:04:29, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5258, top5_acc: 0.7588, loss_cls: 2.0434, loss: 2.0434, grad_norm: 2.7739 2020-07-25 13:39:00,917 - mmaction - INFO - Epoch [218][600/940] lr: 3.371e-02, eta: 8:04:12, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.5414, top5_acc: 0.7576, loss_cls: 2.0135, loss: 2.0135, grad_norm: 2.7150 2020-07-25 13:39:13,879 - mmaction - INFO - Epoch [218][620/940] lr: 3.371e-02, eta: 8:03:54, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5271, top5_acc: 0.7582, loss_cls: 2.0351, loss: 2.0351, grad_norm: 2.7280 2020-07-25 13:39:26,893 - mmaction - INFO - Epoch [218][640/940] lr: 3.371e-02, eta: 8:03:37, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.5285, top5_acc: 0.7553, loss_cls: 2.0489, loss: 2.0489, grad_norm: 2.7232 2020-07-25 13:39:40,265 - mmaction - INFO - Epoch [218][660/940] lr: 3.371e-02, eta: 8:03:20, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.5279, top5_acc: 0.7484, loss_cls: 2.0519, loss: 2.0519, grad_norm: 2.7563 2020-07-25 13:39:53,274 - mmaction - INFO - Epoch [218][680/940] lr: 3.371e-02, eta: 8:03:03, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.5357, top5_acc: 0.7553, loss_cls: 2.0245, loss: 2.0245, grad_norm: 2.6961 2020-07-25 13:40:06,576 - mmaction - INFO - Epoch [218][700/940] lr: 3.371e-02, eta: 8:02:46, time: 0.665, data_time: 0.004, memory: 9569, top1_acc: 0.5238, top5_acc: 0.7566, loss_cls: 2.0568, loss: 2.0568, grad_norm: 2.7770 2020-07-25 13:40:19,488 - mmaction - INFO - Epoch [218][720/940] lr: 3.371e-02, eta: 8:02:29, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5424, top5_acc: 0.7682, loss_cls: 1.9924, loss: 1.9924, grad_norm: 2.7157 2020-07-25 13:40:32,409 - mmaction - INFO - Epoch [218][740/940] lr: 3.371e-02, eta: 8:02:12, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5348, top5_acc: 0.7641, loss_cls: 2.0008, loss: 2.0008, grad_norm: 2.7093 2020-07-25 13:40:45,376 - mmaction - INFO - Epoch [218][760/940] lr: 3.371e-02, eta: 8:01:55, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5402, top5_acc: 0.7703, loss_cls: 1.9600, loss: 1.9600, grad_norm: 2.7002 2020-07-25 13:40:58,312 - mmaction - INFO - Epoch [218][780/940] lr: 3.371e-02, eta: 8:01:38, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5381, top5_acc: 0.7652, loss_cls: 1.9841, loss: 1.9841, grad_norm: 2.7127 2020-07-25 13:41:11,908 - mmaction - INFO - Epoch [218][800/940] lr: 3.371e-02, eta: 8:01:21, time: 0.679, data_time: 0.004, memory: 9569, top1_acc: 0.5516, top5_acc: 0.7695, loss_cls: 1.9339, loss: 1.9339, grad_norm: 2.7132 2020-07-25 13:41:25,560 - mmaction - INFO - Epoch [218][820/940] lr: 3.371e-02, eta: 8:01:04, time: 0.683, data_time: 0.002, memory: 9569, top1_acc: 0.5424, top5_acc: 0.7721, loss_cls: 1.9702, loss: 1.9702, grad_norm: 2.7729 2020-07-25 13:41:38,673 - mmaction - INFO - Epoch [218][840/940] lr: 3.371e-02, eta: 8:00:47, time: 0.654, data_time: 0.003, memory: 9569, top1_acc: 0.5377, top5_acc: 0.7572, loss_cls: 2.0074, loss: 2.0074, grad_norm: 2.7111 2020-07-25 13:41:51,605 - mmaction - INFO - Epoch [218][860/940] lr: 3.371e-02, eta: 8:00:30, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.5381, top5_acc: 0.7666, loss_cls: 2.0107, loss: 2.0107, grad_norm: 2.7099 2020-07-25 13:42:05,006 - mmaction - INFO - Epoch [218][880/940] lr: 3.371e-02, eta: 8:00:13, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.5338, top5_acc: 0.7580, loss_cls: 2.0175, loss: 2.0175, grad_norm: 2.7182 2020-07-25 13:42:17,951 - mmaction - INFO - Epoch [218][900/940] lr: 3.371e-02, eta: 7:59:56, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5363, top5_acc: 0.7617, loss_cls: 2.0254, loss: 2.0254, grad_norm: 2.7565 2020-07-25 13:42:30,927 - mmaction - INFO - Epoch [218][920/940] lr: 3.371e-02, eta: 7:59:39, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5227, top5_acc: 0.7504, loss_cls: 2.0657, loss: 2.0657, grad_norm: 2.7707 2020-07-25 13:42:43,120 - mmaction - INFO - Epoch [218][940/940] lr: 3.371e-02, eta: 7:59:22, time: 0.610, data_time: 0.001, memory: 9569, top1_acc: 0.5339, top5_acc: 0.7597, loss_cls: 2.0130, loss: 2.0130, grad_norm: 2.7527 2020-07-25 13:44:59,475 - mmaction - INFO - Epoch [219][20/940] lr: 3.203e-02, eta: 7:59:41, time: 6.655, data_time: 5.328, memory: 9569, top1_acc: 0.5477, top5_acc: 0.7713, loss_cls: 1.9561, loss: 1.9561, grad_norm: 2.7308 2020-07-25 13:45:12,769 - mmaction - INFO - Epoch [219][40/940] lr: 3.203e-02, eta: 7:59:24, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.5480, top5_acc: 0.7713, loss_cls: 1.9566, loss: 1.9566, grad_norm: 2.7052 2020-07-25 13:45:25,638 - mmaction - INFO - Epoch [219][60/940] lr: 3.203e-02, eta: 7:59:07, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.5355, top5_acc: 0.7635, loss_cls: 1.9893, loss: 1.9893, grad_norm: 2.7536 2020-07-25 13:45:39,131 - mmaction - INFO - Epoch [219][80/940] lr: 3.203e-02, eta: 7:58:50, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.5371, top5_acc: 0.7691, loss_cls: 1.9764, loss: 1.9764, grad_norm: 2.7676 2020-07-25 13:45:52,117 - mmaction - INFO - Epoch [219][100/940] lr: 3.203e-02, eta: 7:58:33, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.5486, top5_acc: 0.7660, loss_cls: 1.9533, loss: 1.9533, grad_norm: 2.7710 2020-07-25 13:46:04,967 - mmaction - INFO - Epoch [219][120/940] lr: 3.203e-02, eta: 7:58:16, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.5465, top5_acc: 0.7688, loss_cls: 1.9547, loss: 1.9547, grad_norm: 2.7592 2020-07-25 13:46:17,819 - mmaction - INFO - Epoch [219][140/940] lr: 3.203e-02, eta: 7:57:59, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.5439, top5_acc: 0.7727, loss_cls: 1.9666, loss: 1.9666, grad_norm: 2.7334 2020-07-25 13:46:30,857 - mmaction - INFO - Epoch [219][160/940] lr: 3.203e-02, eta: 7:57:42, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.5430, top5_acc: 0.7738, loss_cls: 1.9586, loss: 1.9586, grad_norm: 2.7566 2020-07-25 13:46:43,769 - mmaction - INFO - Epoch [219][180/940] lr: 3.203e-02, eta: 7:57:25, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5449, top5_acc: 0.7713, loss_cls: 1.9535, loss: 1.9535, grad_norm: 2.7569 2020-07-25 13:46:56,619 - mmaction - INFO - Epoch [219][200/940] lr: 3.203e-02, eta: 7:57:08, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.5336, top5_acc: 0.7664, loss_cls: 1.9842, loss: 1.9842, grad_norm: 2.7791 2020-07-25 13:47:09,510 - mmaction - INFO - Epoch [219][220/940] lr: 3.203e-02, eta: 7:56:51, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5365, top5_acc: 0.7602, loss_cls: 1.9930, loss: 1.9930, grad_norm: 2.7422 2020-07-25 13:47:22,532 - mmaction - INFO - Epoch [219][240/940] lr: 3.203e-02, eta: 7:56:34, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.5385, top5_acc: 0.7686, loss_cls: 1.9809, loss: 1.9809, grad_norm: 2.7549 2020-07-25 13:47:35,438 - mmaction - INFO - Epoch [219][260/940] lr: 3.203e-02, eta: 7:56:17, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5422, top5_acc: 0.7641, loss_cls: 2.0023, loss: 2.0023, grad_norm: 2.7697 2020-07-25 13:47:48,263 - mmaction - INFO - Epoch [219][280/940] lr: 3.203e-02, eta: 7:55:59, time: 0.640, data_time: 0.001, memory: 9569, top1_acc: 0.5457, top5_acc: 0.7645, loss_cls: 1.9781, loss: 1.9781, grad_norm: 2.7436 2020-07-25 13:48:01,324 - mmaction - INFO - Epoch [219][300/940] lr: 3.203e-02, eta: 7:55:42, time: 0.654, data_time: 0.006, memory: 9569, top1_acc: 0.5437, top5_acc: 0.7703, loss_cls: 1.9860, loss: 1.9860, grad_norm: 2.7419 2020-07-25 13:48:14,268 - mmaction - INFO - Epoch [219][320/940] lr: 3.203e-02, eta: 7:55:25, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5221, top5_acc: 0.7551, loss_cls: 2.0370, loss: 2.0370, grad_norm: 2.7641 2020-07-25 13:48:27,145 - mmaction - INFO - Epoch [219][340/940] lr: 3.203e-02, eta: 7:55:08, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5402, top5_acc: 0.7615, loss_cls: 2.0060, loss: 2.0060, grad_norm: 2.8088 2020-07-25 13:48:40,041 - mmaction - INFO - Epoch [219][360/940] lr: 3.203e-02, eta: 7:54:51, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5426, top5_acc: 0.7727, loss_cls: 1.9801, loss: 1.9801, grad_norm: 2.8009 2020-07-25 13:48:52,982 - mmaction - INFO - Epoch [219][380/940] lr: 3.203e-02, eta: 7:54:34, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5445, top5_acc: 0.7668, loss_cls: 1.9797, loss: 1.9797, grad_norm: 2.7434 2020-07-25 13:49:05,888 - mmaction - INFO - Epoch [219][400/940] lr: 3.203e-02, eta: 7:54:17, time: 0.645, data_time: 0.000, memory: 9569, top1_acc: 0.5447, top5_acc: 0.7762, loss_cls: 1.9376, loss: 1.9376, grad_norm: 2.7523 2020-07-25 13:49:18,844 - mmaction - INFO - Epoch [219][420/940] lr: 3.203e-02, eta: 7:54:00, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5416, top5_acc: 0.7672, loss_cls: 1.9713, loss: 1.9713, grad_norm: 2.7589 2020-07-25 13:49:31,779 - mmaction - INFO - Epoch [219][440/940] lr: 3.203e-02, eta: 7:53:43, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.5482, top5_acc: 0.7766, loss_cls: 1.9437, loss: 1.9437, grad_norm: 2.7450 2020-07-25 13:49:44,687 - mmaction - INFO - Epoch [219][460/940] lr: 3.203e-02, eta: 7:53:26, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5332, top5_acc: 0.7600, loss_cls: 2.0258, loss: 2.0258, grad_norm: 2.7792 2020-07-25 13:49:57,632 - mmaction - INFO - Epoch [219][480/940] lr: 3.203e-02, eta: 7:53:09, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5375, top5_acc: 0.7709, loss_cls: 1.9511, loss: 1.9511, grad_norm: 2.7472 2020-07-25 13:50:10,488 - mmaction - INFO - Epoch [219][500/940] lr: 3.203e-02, eta: 7:52:52, time: 0.643, data_time: 0.003, memory: 9569, top1_acc: 0.5361, top5_acc: 0.7656, loss_cls: 1.9594, loss: 1.9594, grad_norm: 2.7827 2020-07-25 13:50:23,472 - mmaction - INFO - Epoch [219][520/940] lr: 3.203e-02, eta: 7:52:35, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.5467, top5_acc: 0.7652, loss_cls: 1.9644, loss: 1.9644, grad_norm: 2.7508 2020-07-25 13:50:36,379 - mmaction - INFO - Epoch [219][540/940] lr: 3.203e-02, eta: 7:52:18, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5365, top5_acc: 0.7596, loss_cls: 2.0150, loss: 2.0150, grad_norm: 2.7854 2020-07-25 13:50:49,349 - mmaction - INFO - Epoch [219][560/940] lr: 3.203e-02, eta: 7:52:01, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5398, top5_acc: 0.7672, loss_cls: 1.9525, loss: 1.9525, grad_norm: 2.7600 2020-07-25 13:51:02,209 - mmaction - INFO - Epoch [219][580/940] lr: 3.203e-02, eta: 7:51:44, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5529, top5_acc: 0.7686, loss_cls: 1.9431, loss: 1.9431, grad_norm: 2.7721 2020-07-25 13:51:15,133 - mmaction - INFO - Epoch [219][600/940] lr: 3.203e-02, eta: 7:51:26, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5432, top5_acc: 0.7631, loss_cls: 1.9980, loss: 1.9980, grad_norm: 2.7994 2020-07-25 13:51:28,155 - mmaction - INFO - Epoch [219][620/940] lr: 3.203e-02, eta: 7:51:09, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.5328, top5_acc: 0.7570, loss_cls: 2.0329, loss: 2.0329, grad_norm: 2.7934 2020-07-25 13:51:41,110 - mmaction - INFO - Epoch [219][640/940] lr: 3.203e-02, eta: 7:50:52, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.5350, top5_acc: 0.7607, loss_cls: 2.0164, loss: 2.0164, grad_norm: 2.8130 2020-07-25 13:51:54,081 - mmaction - INFO - Epoch [219][660/940] lr: 3.203e-02, eta: 7:50:35, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5379, top5_acc: 0.7621, loss_cls: 2.0107, loss: 2.0107, grad_norm: 2.7669 2020-07-25 13:52:06,968 - mmaction - INFO - Epoch [219][680/940] lr: 3.203e-02, eta: 7:50:18, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5367, top5_acc: 0.7588, loss_cls: 2.0145, loss: 2.0145, grad_norm: 2.7533 2020-07-25 13:52:19,870 - mmaction - INFO - Epoch [219][700/940] lr: 3.203e-02, eta: 7:50:01, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5301, top5_acc: 0.7607, loss_cls: 2.0042, loss: 2.0042, grad_norm: 2.7663 2020-07-25 13:52:32,923 - mmaction - INFO - Epoch [219][720/940] lr: 3.203e-02, eta: 7:49:44, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.5346, top5_acc: 0.7602, loss_cls: 1.9916, loss: 1.9916, grad_norm: 2.7259 2020-07-25 13:52:45,833 - mmaction - INFO - Epoch [219][740/940] lr: 3.203e-02, eta: 7:49:27, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5432, top5_acc: 0.7668, loss_cls: 1.9785, loss: 1.9785, grad_norm: 2.7949 2020-07-25 13:52:58,736 - mmaction - INFO - Epoch [219][760/940] lr: 3.203e-02, eta: 7:49:10, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5477, top5_acc: 0.7672, loss_cls: 1.9590, loss: 1.9590, grad_norm: 2.7606 2020-07-25 13:53:12,547 - mmaction - INFO - Epoch [219][780/940] lr: 3.203e-02, eta: 7:48:53, time: 0.690, data_time: 0.001, memory: 9569, top1_acc: 0.5404, top5_acc: 0.7584, loss_cls: 2.0132, loss: 2.0132, grad_norm: 2.8025 2020-07-25 13:53:25,596 - mmaction - INFO - Epoch [219][800/940] lr: 3.203e-02, eta: 7:48:36, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.5285, top5_acc: 0.7551, loss_cls: 2.0592, loss: 2.0592, grad_norm: 2.8214 2020-07-25 13:53:38,451 - mmaction - INFO - Epoch [219][820/940] lr: 3.203e-02, eta: 7:48:19, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.5549, top5_acc: 0.7650, loss_cls: 1.9773, loss: 1.9773, grad_norm: 2.7430 2020-07-25 13:53:51,598 - mmaction - INFO - Epoch [219][840/940] lr: 3.203e-02, eta: 7:48:02, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.5238, top5_acc: 0.7547, loss_cls: 2.0531, loss: 2.0531, grad_norm: 2.8273 2020-07-25 13:54:04,886 - mmaction - INFO - Epoch [219][860/940] lr: 3.203e-02, eta: 7:47:45, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.5322, top5_acc: 0.7576, loss_cls: 2.0330, loss: 2.0330, grad_norm: 2.8034 2020-07-25 13:54:18,296 - mmaction - INFO - Epoch [219][880/940] lr: 3.203e-02, eta: 7:47:29, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.5252, top5_acc: 0.7580, loss_cls: 2.0194, loss: 2.0194, grad_norm: 2.8127 2020-07-25 13:54:31,536 - mmaction - INFO - Epoch [219][900/940] lr: 3.203e-02, eta: 7:47:12, time: 0.661, data_time: 0.001, memory: 9569, top1_acc: 0.5379, top5_acc: 0.7588, loss_cls: 2.0196, loss: 2.0196, grad_norm: 2.7622 2020-07-25 13:54:44,905 - mmaction - INFO - Epoch [219][920/940] lr: 3.203e-02, eta: 7:46:55, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.5365, top5_acc: 0.7680, loss_cls: 1.9724, loss: 1.9724, grad_norm: 2.8069 2020-07-25 13:54:57,136 - mmaction - INFO - Epoch [219][940/940] lr: 3.203e-02, eta: 7:46:38, time: 0.614, data_time: 0.004, memory: 9569, top1_acc: 0.5315, top5_acc: 0.7685, loss_cls: 2.0230, loss: 2.0230, grad_norm: 2.8204 2020-07-25 13:57:32,570 - mmaction - INFO - Epoch [220][20/940] lr: 3.040e-02, eta: 7:47:01, time: 7.619, data_time: 6.908, memory: 9569, top1_acc: 0.5533, top5_acc: 0.7754, loss_cls: 1.9267, loss: 1.9267, grad_norm: 2.7149 2020-07-25 13:57:45,384 - mmaction - INFO - Epoch [220][40/940] lr: 3.040e-02, eta: 7:46:44, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.5406, top5_acc: 0.7715, loss_cls: 1.9779, loss: 1.9779, grad_norm: 2.7956 2020-07-25 13:57:58,490 - mmaction - INFO - Epoch [220][60/940] lr: 3.040e-02, eta: 7:46:27, time: 0.654, data_time: 0.007, memory: 9569, top1_acc: 0.5545, top5_acc: 0.7771, loss_cls: 1.9107, loss: 1.9107, grad_norm: 2.7470 2020-07-25 13:58:11,347 - mmaction - INFO - Epoch [220][80/940] lr: 3.040e-02, eta: 7:46:10, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5424, top5_acc: 0.7684, loss_cls: 1.9716, loss: 1.9716, grad_norm: 2.7210 2020-07-25 13:58:24,795 - mmaction - INFO - Epoch [220][100/940] lr: 3.040e-02, eta: 7:45:53, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.5441, top5_acc: 0.7695, loss_cls: 1.9786, loss: 1.9786, grad_norm: 2.8121 2020-07-25 13:58:37,666 - mmaction - INFO - Epoch [220][120/940] lr: 3.040e-02, eta: 7:45:36, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5475, top5_acc: 0.7697, loss_cls: 1.9563, loss: 1.9563, grad_norm: 2.7579 2020-07-25 13:58:50,618 - mmaction - INFO - Epoch [220][140/940] lr: 3.040e-02, eta: 7:45:19, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5430, top5_acc: 0.7621, loss_cls: 1.9792, loss: 1.9792, grad_norm: 2.7780 2020-07-25 13:59:03,639 - mmaction - INFO - Epoch [220][160/940] lr: 3.040e-02, eta: 7:45:02, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.5484, top5_acc: 0.7684, loss_cls: 1.9719, loss: 1.9719, grad_norm: 2.8070 2020-07-25 13:59:16,668 - mmaction - INFO - Epoch [220][180/940] lr: 3.040e-02, eta: 7:44:45, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.5428, top5_acc: 0.7688, loss_cls: 1.9592, loss: 1.9592, grad_norm: 2.7562 2020-07-25 13:59:29,567 - mmaction - INFO - Epoch [220][200/940] lr: 3.040e-02, eta: 7:44:28, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5539, top5_acc: 0.7744, loss_cls: 1.9324, loss: 1.9324, grad_norm: 2.7272 2020-07-25 13:59:42,495 - mmaction - INFO - Epoch [220][220/940] lr: 3.040e-02, eta: 7:44:11, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5465, top5_acc: 0.7693, loss_cls: 1.9491, loss: 1.9491, grad_norm: 2.7748 2020-07-25 13:59:55,445 - mmaction - INFO - Epoch [220][240/940] lr: 3.040e-02, eta: 7:43:54, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5639, top5_acc: 0.7770, loss_cls: 1.9045, loss: 1.9045, grad_norm: 2.7063 2020-07-25 14:00:13,428 - mmaction - INFO - Epoch [220][260/940] lr: 3.040e-02, eta: 7:43:38, time: 0.896, data_time: 0.002, memory: 9569, top1_acc: 0.5338, top5_acc: 0.7617, loss_cls: 1.9915, loss: 1.9915, grad_norm: 2.8276 2020-07-25 14:00:27,454 - mmaction - INFO - Epoch [220][280/940] lr: 3.040e-02, eta: 7:43:21, time: 0.705, data_time: 0.006, memory: 9569, top1_acc: 0.5396, top5_acc: 0.7719, loss_cls: 1.9770, loss: 1.9770, grad_norm: 2.8034 2020-07-25 14:00:40,297 - mmaction - INFO - Epoch [220][300/940] lr: 3.040e-02, eta: 7:43:04, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.5441, top5_acc: 0.7709, loss_cls: 1.9382, loss: 1.9382, grad_norm: 2.7919 2020-07-25 14:00:53,199 - mmaction - INFO - Epoch [220][320/940] lr: 3.040e-02, eta: 7:42:47, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5531, top5_acc: 0.7729, loss_cls: 1.9429, loss: 1.9429, grad_norm: 2.7832 2020-07-25 14:01:06,085 - mmaction - INFO - Epoch [220][340/940] lr: 3.040e-02, eta: 7:42:30, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5629, top5_acc: 0.7811, loss_cls: 1.9002, loss: 1.9002, grad_norm: 2.7804 2020-07-25 14:01:19,043 - mmaction - INFO - Epoch [220][360/940] lr: 3.040e-02, eta: 7:42:13, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5420, top5_acc: 0.7650, loss_cls: 1.9755, loss: 1.9755, grad_norm: 2.7728 2020-07-25 14:01:31,915 - mmaction - INFO - Epoch [220][380/940] lr: 3.040e-02, eta: 7:41:56, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5564, top5_acc: 0.7678, loss_cls: 1.9459, loss: 1.9459, grad_norm: 2.7821 2020-07-25 14:01:44,862 - mmaction - INFO - Epoch [220][400/940] lr: 3.040e-02, eta: 7:41:39, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5363, top5_acc: 0.7631, loss_cls: 1.9880, loss: 1.9880, grad_norm: 2.8513 2020-07-25 14:01:57,758 - mmaction - INFO - Epoch [220][420/940] lr: 3.040e-02, eta: 7:41:22, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5424, top5_acc: 0.7629, loss_cls: 1.9757, loss: 1.9757, grad_norm: 2.8318 2020-07-25 14:02:10,672 - mmaction - INFO - Epoch [220][440/940] lr: 3.040e-02, eta: 7:41:05, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5385, top5_acc: 0.7682, loss_cls: 1.9821, loss: 1.9821, grad_norm: 2.8209 2020-07-25 14:02:23,576 - mmaction - INFO - Epoch [220][460/940] lr: 3.040e-02, eta: 7:40:48, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5359, top5_acc: 0.7695, loss_cls: 1.9760, loss: 1.9760, grad_norm: 2.8086 2020-07-25 14:02:36,443 - mmaction - INFO - Epoch [220][480/940] lr: 3.040e-02, eta: 7:40:31, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5316, top5_acc: 0.7566, loss_cls: 2.0191, loss: 2.0191, grad_norm: 2.8009 2020-07-25 14:02:49,468 - mmaction - INFO - Epoch [220][500/940] lr: 3.040e-02, eta: 7:40:14, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.5453, top5_acc: 0.7645, loss_cls: 1.9600, loss: 1.9600, grad_norm: 2.7525 2020-07-25 14:03:02,420 - mmaction - INFO - Epoch [220][520/940] lr: 3.040e-02, eta: 7:39:57, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5449, top5_acc: 0.7697, loss_cls: 1.9827, loss: 1.9827, grad_norm: 2.7805 2020-07-25 14:03:15,849 - mmaction - INFO - Epoch [220][540/940] lr: 3.040e-02, eta: 7:39:40, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.5375, top5_acc: 0.7609, loss_cls: 2.0050, loss: 2.0050, grad_norm: 2.8326 2020-07-25 14:03:28,819 - mmaction - INFO - Epoch [220][560/940] lr: 3.040e-02, eta: 7:39:23, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.5367, top5_acc: 0.7711, loss_cls: 1.9672, loss: 1.9672, grad_norm: 2.7996 2020-07-25 14:03:41,778 - mmaction - INFO - Epoch [220][580/940] lr: 3.040e-02, eta: 7:39:06, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5381, top5_acc: 0.7625, loss_cls: 1.9784, loss: 1.9784, grad_norm: 2.8182 2020-07-25 14:03:54,759 - mmaction - INFO - Epoch [220][600/940] lr: 3.040e-02, eta: 7:38:49, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5260, top5_acc: 0.7561, loss_cls: 2.0007, loss: 2.0007, grad_norm: 2.8339 2020-07-25 14:04:08,114 - mmaction - INFO - Epoch [220][620/940] lr: 3.040e-02, eta: 7:38:32, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.5436, top5_acc: 0.7639, loss_cls: 1.9942, loss: 1.9942, grad_norm: 2.8166 2020-07-25 14:04:21,108 - mmaction - INFO - Epoch [220][640/940] lr: 3.040e-02, eta: 7:38:15, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.5441, top5_acc: 0.7621, loss_cls: 1.9858, loss: 1.9858, grad_norm: 2.8213 2020-07-25 14:04:34,105 - mmaction - INFO - Epoch [220][660/940] lr: 3.040e-02, eta: 7:37:58, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.5437, top5_acc: 0.7652, loss_cls: 1.9600, loss: 1.9600, grad_norm: 2.7489 2020-07-25 14:04:47,137 - mmaction - INFO - Epoch [220][680/940] lr: 3.040e-02, eta: 7:37:41, time: 0.652, data_time: 0.003, memory: 9569, top1_acc: 0.5492, top5_acc: 0.7672, loss_cls: 1.9581, loss: 1.9581, grad_norm: 2.8206 2020-07-25 14:05:00,739 - mmaction - INFO - Epoch [220][700/940] lr: 3.040e-02, eta: 7:37:25, time: 0.681, data_time: 0.002, memory: 9569, top1_acc: 0.5469, top5_acc: 0.7711, loss_cls: 1.9640, loss: 1.9640, grad_norm: 2.8150 2020-07-25 14:05:14,252 - mmaction - INFO - Epoch [220][720/940] lr: 3.040e-02, eta: 7:37:08, time: 0.675, data_time: 0.001, memory: 9569, top1_acc: 0.5379, top5_acc: 0.7553, loss_cls: 2.0312, loss: 2.0312, grad_norm: 2.8332 2020-07-25 14:05:27,301 - mmaction - INFO - Epoch [220][740/940] lr: 3.040e-02, eta: 7:36:51, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.5447, top5_acc: 0.7641, loss_cls: 1.9931, loss: 1.9931, grad_norm: 2.8296 2020-07-25 14:05:40,400 - mmaction - INFO - Epoch [220][760/940] lr: 3.040e-02, eta: 7:36:34, time: 0.655, data_time: 0.011, memory: 9569, top1_acc: 0.5391, top5_acc: 0.7678, loss_cls: 1.9767, loss: 1.9767, grad_norm: 2.8147 2020-07-25 14:05:53,895 - mmaction - INFO - Epoch [220][780/940] lr: 3.040e-02, eta: 7:36:17, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.5342, top5_acc: 0.7648, loss_cls: 1.9923, loss: 1.9923, grad_norm: 2.8396 2020-07-25 14:06:06,902 - mmaction - INFO - Epoch [220][800/940] lr: 3.040e-02, eta: 7:36:00, time: 0.652, data_time: 0.003, memory: 9569, top1_acc: 0.5418, top5_acc: 0.7656, loss_cls: 1.9779, loss: 1.9779, grad_norm: 2.8360 2020-07-25 14:06:19,929 - mmaction - INFO - Epoch [220][820/940] lr: 3.040e-02, eta: 7:35:43, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.5414, top5_acc: 0.7652, loss_cls: 1.9811, loss: 1.9811, grad_norm: 2.7841 2020-07-25 14:06:32,795 - mmaction - INFO - Epoch [220][840/940] lr: 3.040e-02, eta: 7:35:26, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.5463, top5_acc: 0.7674, loss_cls: 1.9676, loss: 1.9676, grad_norm: 2.7706 2020-07-25 14:06:45,776 - mmaction - INFO - Epoch [220][860/940] lr: 3.040e-02, eta: 7:35:09, time: 0.650, data_time: 0.003, memory: 9569, top1_acc: 0.5449, top5_acc: 0.7666, loss_cls: 1.9742, loss: 1.9742, grad_norm: 2.8088 2020-07-25 14:06:58,686 - mmaction - INFO - Epoch [220][880/940] lr: 3.040e-02, eta: 7:34:52, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5521, top5_acc: 0.7725, loss_cls: 1.9290, loss: 1.9290, grad_norm: 2.7654 2020-07-25 14:07:11,627 - mmaction - INFO - Epoch [220][900/940] lr: 3.040e-02, eta: 7:34:35, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5404, top5_acc: 0.7547, loss_cls: 2.0197, loss: 2.0197, grad_norm: 2.8292 2020-07-25 14:07:24,552 - mmaction - INFO - Epoch [220][920/940] lr: 3.040e-02, eta: 7:34:18, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5447, top5_acc: 0.7703, loss_cls: 1.9503, loss: 1.9503, grad_norm: 2.8350 2020-07-25 14:07:36,711 - mmaction - INFO - Epoch [220][940/940] lr: 3.040e-02, eta: 7:34:01, time: 0.609, data_time: 0.001, memory: 9569, top1_acc: 0.5448, top5_acc: 0.7727, loss_cls: 1.9433, loss: 1.9433, grad_norm: 2.8254 2020-07-25 14:07:44,299 - mmaction - INFO - Saving checkpoint at 220 epochs 2020-07-25 14:10:17,278 - mmaction - INFO - Epoch [221][20/940] lr: 2.880e-02, eta: 7:34:23, time: 7.597, data_time: 6.766, memory: 9569, top1_acc: 0.5357, top5_acc: 0.7633, loss_cls: 1.9947, loss: 1.9947, grad_norm: 2.8234 2020-07-25 14:10:30,809 - mmaction - INFO - Epoch [221][40/940] lr: 2.880e-02, eta: 7:34:06, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.5467, top5_acc: 0.7697, loss_cls: 1.9373, loss: 1.9373, grad_norm: 2.7625 2020-07-25 14:10:43,854 - mmaction - INFO - Epoch [221][60/940] lr: 2.880e-02, eta: 7:33:49, time: 0.651, data_time: 0.003, memory: 9569, top1_acc: 0.5447, top5_acc: 0.7736, loss_cls: 1.9034, loss: 1.9034, grad_norm: 2.8280 2020-07-25 14:10:56,705 - mmaction - INFO - Epoch [221][80/940] lr: 2.880e-02, eta: 7:33:32, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5436, top5_acc: 0.7658, loss_cls: 1.9809, loss: 1.9809, grad_norm: 2.9063 2020-07-25 14:11:09,624 - mmaction - INFO - Epoch [221][100/940] lr: 2.880e-02, eta: 7:33:15, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5416, top5_acc: 0.7699, loss_cls: 1.9656, loss: 1.9656, grad_norm: 2.8514 2020-07-25 14:11:22,988 - mmaction - INFO - Epoch [221][120/940] lr: 2.880e-02, eta: 7:32:58, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.5477, top5_acc: 0.7674, loss_cls: 1.9188, loss: 1.9188, grad_norm: 2.8259 2020-07-25 14:11:35,941 - mmaction - INFO - Epoch [221][140/940] lr: 2.880e-02, eta: 7:32:41, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.5598, top5_acc: 0.7791, loss_cls: 1.9139, loss: 1.9139, grad_norm: 2.8503 2020-07-25 14:11:48,843 - mmaction - INFO - Epoch [221][160/940] lr: 2.880e-02, eta: 7:32:24, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5520, top5_acc: 0.7717, loss_cls: 1.9367, loss: 1.9367, grad_norm: 2.8158 2020-07-25 14:12:02,183 - mmaction - INFO - Epoch [221][180/940] lr: 2.880e-02, eta: 7:32:07, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.5494, top5_acc: 0.7777, loss_cls: 1.9204, loss: 1.9204, grad_norm: 2.8530 2020-07-25 14:12:15,158 - mmaction - INFO - Epoch [221][200/940] lr: 2.880e-02, eta: 7:31:50, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5621, top5_acc: 0.7807, loss_cls: 1.8787, loss: 1.8787, grad_norm: 2.7929 2020-07-25 14:12:28,073 - mmaction - INFO - Epoch [221][220/940] lr: 2.880e-02, eta: 7:31:33, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5535, top5_acc: 0.7766, loss_cls: 1.9011, loss: 1.9011, grad_norm: 2.8164 2020-07-25 14:12:41,040 - mmaction - INFO - Epoch [221][240/940] lr: 2.880e-02, eta: 7:31:16, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5473, top5_acc: 0.7699, loss_cls: 1.9454, loss: 1.9454, grad_norm: 2.8193 2020-07-25 14:12:53,968 - mmaction - INFO - Epoch [221][260/940] lr: 2.880e-02, eta: 7:30:59, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5555, top5_acc: 0.7750, loss_cls: 1.9266, loss: 1.9266, grad_norm: 2.7866 2020-07-25 14:13:06,935 - mmaction - INFO - Epoch [221][280/940] lr: 2.880e-02, eta: 7:30:42, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5510, top5_acc: 0.7730, loss_cls: 1.9232, loss: 1.9232, grad_norm: 2.8422 2020-07-25 14:13:19,936 - mmaction - INFO - Epoch [221][300/940] lr: 2.880e-02, eta: 7:30:25, time: 0.650, data_time: 0.003, memory: 9569, top1_acc: 0.5510, top5_acc: 0.7746, loss_cls: 1.9326, loss: 1.9326, grad_norm: 2.8145 2020-07-25 14:13:33,411 - mmaction - INFO - Epoch [221][320/940] lr: 2.880e-02, eta: 7:30:08, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.5531, top5_acc: 0.7668, loss_cls: 1.9403, loss: 1.9403, grad_norm: 2.8410 2020-07-25 14:13:46,615 - mmaction - INFO - Epoch [221][340/940] lr: 2.880e-02, eta: 7:29:51, time: 0.661, data_time: 0.003, memory: 9569, top1_acc: 0.5414, top5_acc: 0.7639, loss_cls: 1.9729, loss: 1.9729, grad_norm: 2.8751 2020-07-25 14:14:00,102 - mmaction - INFO - Epoch [221][360/940] lr: 2.880e-02, eta: 7:29:35, time: 0.674, data_time: 0.001, memory: 9569, top1_acc: 0.5322, top5_acc: 0.7682, loss_cls: 1.9877, loss: 1.9877, grad_norm: 2.8849 2020-07-25 14:14:13,011 - mmaction - INFO - Epoch [221][380/940] lr: 2.880e-02, eta: 7:29:18, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5578, top5_acc: 0.7787, loss_cls: 1.8835, loss: 1.8835, grad_norm: 2.8281 2020-07-25 14:14:25,953 - mmaction - INFO - Epoch [221][400/940] lr: 2.880e-02, eta: 7:29:01, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5398, top5_acc: 0.7709, loss_cls: 1.9636, loss: 1.9636, grad_norm: 2.8728 2020-07-25 14:14:38,894 - mmaction - INFO - Epoch [221][420/940] lr: 2.880e-02, eta: 7:28:44, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5402, top5_acc: 0.7633, loss_cls: 1.9768, loss: 1.9768, grad_norm: 2.8498 2020-07-25 14:14:51,824 - mmaction - INFO - Epoch [221][440/940] lr: 2.880e-02, eta: 7:28:27, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5484, top5_acc: 0.7703, loss_cls: 1.9487, loss: 1.9487, grad_norm: 2.8000 2020-07-25 14:15:04,791 - mmaction - INFO - Epoch [221][460/940] lr: 2.880e-02, eta: 7:28:10, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5246, top5_acc: 0.7561, loss_cls: 2.0243, loss: 2.0243, grad_norm: 2.8860 2020-07-25 14:15:17,686 - mmaction - INFO - Epoch [221][480/940] lr: 2.880e-02, eta: 7:27:53, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5543, top5_acc: 0.7773, loss_cls: 1.9173, loss: 1.9173, grad_norm: 2.8432 2020-07-25 14:15:30,637 - mmaction - INFO - Epoch [221][500/940] lr: 2.880e-02, eta: 7:27:36, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5414, top5_acc: 0.7619, loss_cls: 1.9913, loss: 1.9913, grad_norm: 2.8727 2020-07-25 14:15:43,593 - mmaction - INFO - Epoch [221][520/940] lr: 2.880e-02, eta: 7:27:19, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5463, top5_acc: 0.7652, loss_cls: 1.9661, loss: 1.9661, grad_norm: 2.8350 2020-07-25 14:15:56,492 - mmaction - INFO - Epoch [221][540/940] lr: 2.880e-02, eta: 7:27:02, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5512, top5_acc: 0.7635, loss_cls: 1.9611, loss: 1.9611, grad_norm: 2.8347 2020-07-25 14:16:09,383 - mmaction - INFO - Epoch [221][560/940] lr: 2.880e-02, eta: 7:26:45, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5564, top5_acc: 0.7711, loss_cls: 1.9127, loss: 1.9127, grad_norm: 2.7695 2020-07-25 14:16:22,287 - mmaction - INFO - Epoch [221][580/940] lr: 2.880e-02, eta: 7:26:28, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5557, top5_acc: 0.7801, loss_cls: 1.9023, loss: 1.9023, grad_norm: 2.8521 2020-07-25 14:16:35,354 - mmaction - INFO - Epoch [221][600/940] lr: 2.880e-02, eta: 7:26:11, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.5416, top5_acc: 0.7664, loss_cls: 1.9493, loss: 1.9493, grad_norm: 2.8553 2020-07-25 14:16:48,287 - mmaction - INFO - Epoch [221][620/940] lr: 2.880e-02, eta: 7:25:54, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5387, top5_acc: 0.7705, loss_cls: 1.9613, loss: 1.9613, grad_norm: 2.8174 2020-07-25 14:17:01,679 - mmaction - INFO - Epoch [221][640/940] lr: 2.880e-02, eta: 7:25:37, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.5455, top5_acc: 0.7658, loss_cls: 1.9826, loss: 1.9826, grad_norm: 2.8577 2020-07-25 14:17:14,653 - mmaction - INFO - Epoch [221][660/940] lr: 2.880e-02, eta: 7:25:20, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5459, top5_acc: 0.7695, loss_cls: 1.9363, loss: 1.9363, grad_norm: 2.8334 2020-07-25 14:17:27,555 - mmaction - INFO - Epoch [221][680/940] lr: 2.880e-02, eta: 7:25:03, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5574, top5_acc: 0.7688, loss_cls: 1.9067, loss: 1.9067, grad_norm: 2.8098 2020-07-25 14:17:40,462 - mmaction - INFO - Epoch [221][700/940] lr: 2.880e-02, eta: 7:24:46, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5424, top5_acc: 0.7707, loss_cls: 1.9667, loss: 1.9667, grad_norm: 2.8737 2020-07-25 14:17:53,368 - mmaction - INFO - Epoch [221][720/940] lr: 2.880e-02, eta: 7:24:29, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5521, top5_acc: 0.7787, loss_cls: 1.9214, loss: 1.9214, grad_norm: 2.8130 2020-07-25 14:18:06,386 - mmaction - INFO - Epoch [221][740/940] lr: 2.880e-02, eta: 7:24:12, time: 0.650, data_time: 0.003, memory: 9569, top1_acc: 0.5555, top5_acc: 0.7742, loss_cls: 1.9115, loss: 1.9115, grad_norm: 2.8745 2020-07-25 14:18:19,813 - mmaction - INFO - Epoch [221][760/940] lr: 2.880e-02, eta: 7:23:55, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.5428, top5_acc: 0.7668, loss_cls: 1.9600, loss: 1.9600, grad_norm: 2.8861 2020-07-25 14:18:32,730 - mmaction - INFO - Epoch [221][780/940] lr: 2.880e-02, eta: 7:23:38, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5408, top5_acc: 0.7715, loss_cls: 1.9613, loss: 1.9613, grad_norm: 2.8902 2020-07-25 14:18:45,643 - mmaction - INFO - Epoch [221][800/940] lr: 2.880e-02, eta: 7:23:21, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5504, top5_acc: 0.7689, loss_cls: 1.9301, loss: 1.9301, grad_norm: 2.8781 2020-07-25 14:18:58,564 - mmaction - INFO - Epoch [221][820/940] lr: 2.880e-02, eta: 7:23:04, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5541, top5_acc: 0.7680, loss_cls: 1.9318, loss: 1.9318, grad_norm: 2.8396 2020-07-25 14:19:11,469 - mmaction - INFO - Epoch [221][840/940] lr: 2.880e-02, eta: 7:22:47, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5508, top5_acc: 0.7662, loss_cls: 1.9470, loss: 1.9470, grad_norm: 2.8984 2020-07-25 14:19:24,385 - mmaction - INFO - Epoch [221][860/940] lr: 2.880e-02, eta: 7:22:30, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5437, top5_acc: 0.7686, loss_cls: 1.9578, loss: 1.9578, grad_norm: 2.8866 2020-07-25 14:19:37,304 - mmaction - INFO - Epoch [221][880/940] lr: 2.880e-02, eta: 7:22:13, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5414, top5_acc: 0.7658, loss_cls: 1.9677, loss: 1.9677, grad_norm: 2.8679 2020-07-25 14:19:50,372 - mmaction - INFO - Epoch [221][900/940] lr: 2.880e-02, eta: 7:21:56, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.5578, top5_acc: 0.7693, loss_cls: 1.9420, loss: 1.9420, grad_norm: 2.8228 2020-07-25 14:20:03,284 - mmaction - INFO - Epoch [221][920/940] lr: 2.880e-02, eta: 7:21:39, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5525, top5_acc: 0.7727, loss_cls: 1.9152, loss: 1.9152, grad_norm: 2.8598 2020-07-25 14:20:15,800 - mmaction - INFO - Epoch [221][940/940] lr: 2.880e-02, eta: 7:21:22, time: 0.627, data_time: 0.004, memory: 9569, top1_acc: 0.5471, top5_acc: 0.7672, loss_cls: 1.9430, loss: 1.9430, grad_norm: 2.8812 2020-07-25 14:22:39,490 - mmaction - INFO - Epoch [222][20/940] lr: 2.725e-02, eta: 7:21:40, time: 6.983, data_time: 6.263, memory: 9569, top1_acc: 0.5572, top5_acc: 0.7797, loss_cls: 1.8725, loss: 1.8725, grad_norm: 2.8421 2020-07-25 14:22:52,295 - mmaction - INFO - Epoch [222][40/940] lr: 2.725e-02, eta: 7:21:23, time: 0.640, data_time: 0.002, memory: 9569, top1_acc: 0.5635, top5_acc: 0.7746, loss_cls: 1.8917, loss: 1.8917, grad_norm: 2.8594 2020-07-25 14:23:05,411 - mmaction - INFO - Epoch [222][60/940] lr: 2.725e-02, eta: 7:21:06, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.5605, top5_acc: 0.7797, loss_cls: 1.9050, loss: 1.9050, grad_norm: 2.8734 2020-07-25 14:23:18,567 - mmaction - INFO - Epoch [222][80/940] lr: 2.725e-02, eta: 7:20:49, time: 0.658, data_time: 0.001, memory: 9569, top1_acc: 0.5684, top5_acc: 0.7852, loss_cls: 1.8792, loss: 1.8792, grad_norm: 2.8414 2020-07-25 14:23:31,642 - mmaction - INFO - Epoch [222][100/940] lr: 2.725e-02, eta: 7:20:32, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.5539, top5_acc: 0.7713, loss_cls: 1.9136, loss: 1.9136, grad_norm: 2.8732 2020-07-25 14:23:44,956 - mmaction - INFO - Epoch [222][120/940] lr: 2.725e-02, eta: 7:20:15, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.5437, top5_acc: 0.7725, loss_cls: 1.9395, loss: 1.9395, grad_norm: 2.9559 2020-07-25 14:23:57,890 - mmaction - INFO - Epoch [222][140/940] lr: 2.725e-02, eta: 7:19:58, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5535, top5_acc: 0.7639, loss_cls: 1.9697, loss: 1.9697, grad_norm: 2.8774 2020-07-25 14:24:10,783 - mmaction - INFO - Epoch [222][160/940] lr: 2.725e-02, eta: 7:19:41, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5533, top5_acc: 0.7727, loss_cls: 1.9426, loss: 1.9426, grad_norm: 2.9127 2020-07-25 14:24:23,802 - mmaction - INFO - Epoch [222][180/940] lr: 2.725e-02, eta: 7:19:24, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.5555, top5_acc: 0.7754, loss_cls: 1.9038, loss: 1.9038, grad_norm: 2.8440 2020-07-25 14:24:36,671 - mmaction - INFO - Epoch [222][200/940] lr: 2.725e-02, eta: 7:19:07, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5527, top5_acc: 0.7643, loss_cls: 1.9519, loss: 1.9519, grad_norm: 2.8835 2020-07-25 14:24:49,523 - mmaction - INFO - Epoch [222][220/940] lr: 2.725e-02, eta: 7:18:50, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.5711, top5_acc: 0.7887, loss_cls: 1.8485, loss: 1.8485, grad_norm: 2.8442 2020-07-25 14:25:02,397 - mmaction - INFO - Epoch [222][240/940] lr: 2.725e-02, eta: 7:18:33, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5498, top5_acc: 0.7742, loss_cls: 1.9368, loss: 1.9368, grad_norm: 2.8986 2020-07-25 14:25:15,331 - mmaction - INFO - Epoch [222][260/940] lr: 2.725e-02, eta: 7:18:16, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5637, top5_acc: 0.7746, loss_cls: 1.9100, loss: 1.9100, grad_norm: 2.8935 2020-07-25 14:25:28,404 - mmaction - INFO - Epoch [222][280/940] lr: 2.725e-02, eta: 7:17:59, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.5437, top5_acc: 0.7684, loss_cls: 1.9624, loss: 1.9624, grad_norm: 2.8769 2020-07-25 14:25:41,276 - mmaction - INFO - Epoch [222][300/940] lr: 2.725e-02, eta: 7:17:42, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5584, top5_acc: 0.7740, loss_cls: 1.9172, loss: 1.9172, grad_norm: 2.8802 2020-07-25 14:25:54,122 - mmaction - INFO - Epoch [222][320/940] lr: 2.725e-02, eta: 7:17:25, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.5539, top5_acc: 0.7811, loss_cls: 1.8919, loss: 1.8919, grad_norm: 2.8707 2020-07-25 14:26:07,038 - mmaction - INFO - Epoch [222][340/940] lr: 2.725e-02, eta: 7:17:08, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5416, top5_acc: 0.7688, loss_cls: 1.9698, loss: 1.9698, grad_norm: 2.9009 2020-07-25 14:26:19,961 - mmaction - INFO - Epoch [222][360/940] lr: 2.725e-02, eta: 7:16:51, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5416, top5_acc: 0.7740, loss_cls: 1.9560, loss: 1.9560, grad_norm: 2.9005 2020-07-25 14:26:32,836 - mmaction - INFO - Epoch [222][380/940] lr: 2.725e-02, eta: 7:16:34, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5447, top5_acc: 0.7662, loss_cls: 1.9521, loss: 1.9521, grad_norm: 2.9083 2020-07-25 14:26:45,732 - mmaction - INFO - Epoch [222][400/940] lr: 2.725e-02, eta: 7:16:17, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5469, top5_acc: 0.7686, loss_cls: 1.9403, loss: 1.9403, grad_norm: 2.8160 2020-07-25 14:26:58,630 - mmaction - INFO - Epoch [222][420/940] lr: 2.725e-02, eta: 7:16:01, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5543, top5_acc: 0.7744, loss_cls: 1.9066, loss: 1.9066, grad_norm: 2.8395 2020-07-25 14:27:11,611 - mmaction - INFO - Epoch [222][440/940] lr: 2.725e-02, eta: 7:15:44, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5531, top5_acc: 0.7771, loss_cls: 1.9056, loss: 1.9056, grad_norm: 2.8676 2020-07-25 14:27:24,470 - mmaction - INFO - Epoch [222][460/940] lr: 2.725e-02, eta: 7:15:27, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.5496, top5_acc: 0.7730, loss_cls: 1.9471, loss: 1.9471, grad_norm: 2.8879 2020-07-25 14:27:37,369 - mmaction - INFO - Epoch [222][480/940] lr: 2.725e-02, eta: 7:15:10, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5436, top5_acc: 0.7646, loss_cls: 1.9557, loss: 1.9557, grad_norm: 2.8744 2020-07-25 14:27:50,315 - mmaction - INFO - Epoch [222][500/940] lr: 2.725e-02, eta: 7:14:53, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5525, top5_acc: 0.7760, loss_cls: 1.9081, loss: 1.9081, grad_norm: 2.8621 2020-07-25 14:28:03,269 - mmaction - INFO - Epoch [222][520/940] lr: 2.725e-02, eta: 7:14:36, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5604, top5_acc: 0.7820, loss_cls: 1.9043, loss: 1.9043, grad_norm: 2.9063 2020-07-25 14:28:16,319 - mmaction - INFO - Epoch [222][540/940] lr: 2.725e-02, eta: 7:14:19, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.5404, top5_acc: 0.7631, loss_cls: 1.9909, loss: 1.9909, grad_norm: 2.9114 2020-07-25 14:28:29,209 - mmaction - INFO - Epoch [222][560/940] lr: 2.725e-02, eta: 7:14:02, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5545, top5_acc: 0.7783, loss_cls: 1.9272, loss: 1.9272, grad_norm: 2.8852 2020-07-25 14:28:43,025 - mmaction - INFO - Epoch [222][580/940] lr: 2.725e-02, eta: 7:13:45, time: 0.691, data_time: 0.001, memory: 9569, top1_acc: 0.5484, top5_acc: 0.7643, loss_cls: 1.9703, loss: 1.9703, grad_norm: 2.9211 2020-07-25 14:28:56,060 - mmaction - INFO - Epoch [222][600/940] lr: 2.725e-02, eta: 7:13:28, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.5625, top5_acc: 0.7867, loss_cls: 1.8891, loss: 1.8891, grad_norm: 2.8621 2020-07-25 14:29:09,101 - mmaction - INFO - Epoch [222][620/940] lr: 2.725e-02, eta: 7:13:11, time: 0.652, data_time: 0.004, memory: 9569, top1_acc: 0.5516, top5_acc: 0.7752, loss_cls: 1.9257, loss: 1.9257, grad_norm: 2.9425 2020-07-25 14:29:22,064 - mmaction - INFO - Epoch [222][640/940] lr: 2.725e-02, eta: 7:12:54, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5379, top5_acc: 0.7617, loss_cls: 2.0036, loss: 2.0036, grad_norm: 2.9323 2020-07-25 14:29:35,142 - mmaction - INFO - Epoch [222][660/940] lr: 2.725e-02, eta: 7:12:37, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.5504, top5_acc: 0.7678, loss_cls: 1.9498, loss: 1.9498, grad_norm: 2.8946 2020-07-25 14:29:48,198 - mmaction - INFO - Epoch [222][680/940] lr: 2.725e-02, eta: 7:12:21, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.5500, top5_acc: 0.7666, loss_cls: 1.9510, loss: 1.9510, grad_norm: 2.8730 2020-07-25 14:30:01,261 - mmaction - INFO - Epoch [222][700/940] lr: 2.725e-02, eta: 7:12:04, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.5393, top5_acc: 0.7699, loss_cls: 1.9547, loss: 1.9547, grad_norm: 2.9158 2020-07-25 14:30:14,178 - mmaction - INFO - Epoch [222][720/940] lr: 2.725e-02, eta: 7:11:47, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5572, top5_acc: 0.7709, loss_cls: 1.9368, loss: 1.9368, grad_norm: 2.9088 2020-07-25 14:30:27,703 - mmaction - INFO - Epoch [222][740/940] lr: 2.725e-02, eta: 7:11:30, time: 0.676, data_time: 0.001, memory: 9569, top1_acc: 0.5492, top5_acc: 0.7744, loss_cls: 1.9324, loss: 1.9324, grad_norm: 2.9122 2020-07-25 14:30:40,584 - mmaction - INFO - Epoch [222][760/940] lr: 2.725e-02, eta: 7:11:13, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5498, top5_acc: 0.7750, loss_cls: 1.9338, loss: 1.9338, grad_norm: 2.9047 2020-07-25 14:30:53,447 - mmaction - INFO - Epoch [222][780/940] lr: 2.725e-02, eta: 7:10:56, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.5465, top5_acc: 0.7734, loss_cls: 1.9516, loss: 1.9516, grad_norm: 2.9669 2020-07-25 14:31:06,427 - mmaction - INFO - Epoch [222][800/940] lr: 2.725e-02, eta: 7:10:39, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5455, top5_acc: 0.7656, loss_cls: 1.9704, loss: 1.9704, grad_norm: 2.9277 2020-07-25 14:31:19,465 - mmaction - INFO - Epoch [222][820/940] lr: 2.725e-02, eta: 7:10:22, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.5547, top5_acc: 0.7752, loss_cls: 1.9374, loss: 1.9374, grad_norm: 2.8969 2020-07-25 14:31:32,861 - mmaction - INFO - Epoch [222][840/940] lr: 2.725e-02, eta: 7:10:05, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.5371, top5_acc: 0.7791, loss_cls: 1.9420, loss: 1.9420, grad_norm: 2.9923 2020-07-25 14:31:45,828 - mmaction - INFO - Epoch [222][860/940] lr: 2.725e-02, eta: 7:09:48, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.5623, top5_acc: 0.7789, loss_cls: 1.8899, loss: 1.8899, grad_norm: 2.8529 2020-07-25 14:31:58,762 - mmaction - INFO - Epoch [222][880/940] lr: 2.725e-02, eta: 7:09:32, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5537, top5_acc: 0.7764, loss_cls: 1.9150, loss: 1.9150, grad_norm: 2.8906 2020-07-25 14:32:11,701 - mmaction - INFO - Epoch [222][900/940] lr: 2.725e-02, eta: 7:09:15, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.5568, top5_acc: 0.7789, loss_cls: 1.9170, loss: 1.9170, grad_norm: 2.8961 2020-07-25 14:32:24,599 - mmaction - INFO - Epoch [222][920/940] lr: 2.725e-02, eta: 7:08:58, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5506, top5_acc: 0.7688, loss_cls: 1.9545, loss: 1.9545, grad_norm: 2.9238 2020-07-25 14:32:36,841 - mmaction - INFO - Epoch [222][940/940] lr: 2.725e-02, eta: 7:08:41, time: 0.611, data_time: 0.001, memory: 9569, top1_acc: 0.5564, top5_acc: 0.7865, loss_cls: 1.8846, loss: 1.8846, grad_norm: 2.9033 2020-07-25 14:35:17,926 - mmaction - INFO - Epoch [223][20/940] lr: 2.574e-02, eta: 7:09:01, time: 7.777, data_time: 6.926, memory: 9569, top1_acc: 0.5695, top5_acc: 0.7875, loss_cls: 1.8680, loss: 1.8680, grad_norm: 2.8979 2020-07-25 14:35:31,028 - mmaction - INFO - Epoch [223][40/940] lr: 2.574e-02, eta: 7:08:44, time: 0.657, data_time: 0.004, memory: 9569, top1_acc: 0.5662, top5_acc: 0.7818, loss_cls: 1.8687, loss: 1.8687, grad_norm: 2.8708 2020-07-25 14:35:43,881 - mmaction - INFO - Epoch [223][60/940] lr: 2.574e-02, eta: 7:08:27, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.5453, top5_acc: 0.7699, loss_cls: 1.9296, loss: 1.9296, grad_norm: 2.9261 2020-07-25 14:35:57,202 - mmaction - INFO - Epoch [223][80/940] lr: 2.574e-02, eta: 7:08:10, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.5564, top5_acc: 0.7807, loss_cls: 1.8961, loss: 1.8961, grad_norm: 2.9169 2020-07-25 14:36:10,570 - mmaction - INFO - Epoch [223][100/940] lr: 2.574e-02, eta: 7:07:53, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.5584, top5_acc: 0.7799, loss_cls: 1.8873, loss: 1.8873, grad_norm: 2.8826 2020-07-25 14:36:23,461 - mmaction - INFO - Epoch [223][120/940] lr: 2.574e-02, eta: 7:07:36, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5609, top5_acc: 0.7859, loss_cls: 1.8839, loss: 1.8839, grad_norm: 2.9478 2020-07-25 14:36:36,318 - mmaction - INFO - Epoch [223][140/940] lr: 2.574e-02, eta: 7:07:19, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5506, top5_acc: 0.7764, loss_cls: 1.9154, loss: 1.9154, grad_norm: 2.9470 2020-07-25 14:36:49,186 - mmaction - INFO - Epoch [223][160/940] lr: 2.574e-02, eta: 7:07:03, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5486, top5_acc: 0.7736, loss_cls: 1.9276, loss: 1.9276, grad_norm: 3.0079 2020-07-25 14:37:02,110 - mmaction - INFO - Epoch [223][180/940] lr: 2.574e-02, eta: 7:06:46, time: 0.645, data_time: 0.000, memory: 9569, top1_acc: 0.5533, top5_acc: 0.7785, loss_cls: 1.8995, loss: 1.8995, grad_norm: 2.9549 2020-07-25 14:37:15,041 - mmaction - INFO - Epoch [223][200/940] lr: 2.574e-02, eta: 7:06:29, time: 0.647, data_time: 0.004, memory: 9569, top1_acc: 0.5580, top5_acc: 0.7822, loss_cls: 1.8586, loss: 1.8586, grad_norm: 2.8895 2020-07-25 14:37:27,943 - mmaction - INFO - Epoch [223][220/940] lr: 2.574e-02, eta: 7:06:12, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5555, top5_acc: 0.7787, loss_cls: 1.8921, loss: 1.8921, grad_norm: 2.8975 2020-07-25 14:37:40,829 - mmaction - INFO - Epoch [223][240/940] lr: 2.574e-02, eta: 7:05:55, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5564, top5_acc: 0.7746, loss_cls: 1.9036, loss: 1.9036, grad_norm: 2.9478 2020-07-25 14:37:53,800 - mmaction - INFO - Epoch [223][260/940] lr: 2.574e-02, eta: 7:05:38, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5563, top5_acc: 0.7738, loss_cls: 1.9286, loss: 1.9286, grad_norm: 2.9212 2020-07-25 14:38:06,891 - mmaction - INFO - Epoch [223][280/940] lr: 2.574e-02, eta: 7:05:21, time: 0.654, data_time: 0.003, memory: 9569, top1_acc: 0.5594, top5_acc: 0.7656, loss_cls: 1.9209, loss: 1.9209, grad_norm: 2.9093 2020-07-25 14:38:20,147 - mmaction - INFO - Epoch [223][300/940] lr: 2.574e-02, eta: 7:05:04, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.5629, top5_acc: 0.7832, loss_cls: 1.8803, loss: 1.8803, grad_norm: 2.9340 2020-07-25 14:38:33,113 - mmaction - INFO - Epoch [223][320/940] lr: 2.574e-02, eta: 7:04:47, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5477, top5_acc: 0.7721, loss_cls: 1.9334, loss: 1.9334, grad_norm: 2.9621 2020-07-25 14:38:46,073 - mmaction - INFO - Epoch [223][340/940] lr: 2.574e-02, eta: 7:04:30, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5412, top5_acc: 0.7650, loss_cls: 1.9668, loss: 1.9668, grad_norm: 2.9907 2020-07-25 14:38:58,935 - mmaction - INFO - Epoch [223][360/940] lr: 2.574e-02, eta: 7:04:13, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5658, top5_acc: 0.7840, loss_cls: 1.8804, loss: 1.8804, grad_norm: 2.8914 2020-07-25 14:39:12,424 - mmaction - INFO - Epoch [223][380/940] lr: 2.574e-02, eta: 7:03:56, time: 0.674, data_time: 0.015, memory: 9569, top1_acc: 0.5623, top5_acc: 0.7814, loss_cls: 1.8927, loss: 1.8927, grad_norm: 2.9111 2020-07-25 14:39:25,403 - mmaction - INFO - Epoch [223][400/940] lr: 2.574e-02, eta: 7:03:40, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.5568, top5_acc: 0.7836, loss_cls: 1.8662, loss: 1.8662, grad_norm: 2.9162 2020-07-25 14:39:38,385 - mmaction - INFO - Epoch [223][420/940] lr: 2.574e-02, eta: 7:03:23, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5588, top5_acc: 0.7830, loss_cls: 1.8764, loss: 1.8764, grad_norm: 2.9241 2020-07-25 14:39:51,418 - mmaction - INFO - Epoch [223][440/940] lr: 2.574e-02, eta: 7:03:06, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.5533, top5_acc: 0.7752, loss_cls: 1.9167, loss: 1.9167, grad_norm: 2.9733 2020-07-25 14:40:04,403 - mmaction - INFO - Epoch [223][460/940] lr: 2.574e-02, eta: 7:02:49, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5551, top5_acc: 0.7725, loss_cls: 1.9205, loss: 1.9205, grad_norm: 2.9425 2020-07-25 14:40:17,387 - mmaction - INFO - Epoch [223][480/940] lr: 2.574e-02, eta: 7:02:32, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5592, top5_acc: 0.7852, loss_cls: 1.8590, loss: 1.8590, grad_norm: 2.8557 2020-07-25 14:40:30,753 - mmaction - INFO - Epoch [223][500/940] lr: 2.574e-02, eta: 7:02:15, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.5582, top5_acc: 0.7736, loss_cls: 1.9109, loss: 1.9109, grad_norm: 2.9516 2020-07-25 14:40:43,661 - mmaction - INFO - Epoch [223][520/940] lr: 2.574e-02, eta: 7:01:58, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5504, top5_acc: 0.7678, loss_cls: 1.9801, loss: 1.9801, grad_norm: 3.0063 2020-07-25 14:40:56,562 - mmaction - INFO - Epoch [223][540/940] lr: 2.574e-02, eta: 7:01:41, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5525, top5_acc: 0.7752, loss_cls: 1.9056, loss: 1.9056, grad_norm: 2.9240 2020-07-25 14:41:09,515 - mmaction - INFO - Epoch [223][560/940] lr: 2.574e-02, eta: 7:01:24, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5492, top5_acc: 0.7754, loss_cls: 1.9344, loss: 1.9344, grad_norm: 2.9348 2020-07-25 14:41:22,485 - mmaction - INFO - Epoch [223][580/940] lr: 2.574e-02, eta: 7:01:07, time: 0.649, data_time: 0.004, memory: 9569, top1_acc: 0.5564, top5_acc: 0.7803, loss_cls: 1.8690, loss: 1.8690, grad_norm: 2.8890 2020-07-25 14:41:35,400 - mmaction - INFO - Epoch [223][600/940] lr: 2.574e-02, eta: 7:00:51, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5559, top5_acc: 0.7779, loss_cls: 1.8996, loss: 1.8996, grad_norm: 2.9278 2020-07-25 14:41:48,364 - mmaction - INFO - Epoch [223][620/940] lr: 2.574e-02, eta: 7:00:34, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5588, top5_acc: 0.7854, loss_cls: 1.8539, loss: 1.8539, grad_norm: 2.8993 2020-07-25 14:42:01,380 - mmaction - INFO - Epoch [223][640/940] lr: 2.574e-02, eta: 7:00:17, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.5549, top5_acc: 0.7711, loss_cls: 1.9522, loss: 1.9522, grad_norm: 2.9412 2020-07-25 14:42:14,322 - mmaction - INFO - Epoch [223][660/940] lr: 2.574e-02, eta: 7:00:00, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.5486, top5_acc: 0.7742, loss_cls: 1.9240, loss: 1.9240, grad_norm: 2.9345 2020-07-25 14:42:27,164 - mmaction - INFO - Epoch [223][680/940] lr: 2.574e-02, eta: 6:59:43, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.5475, top5_acc: 0.7721, loss_cls: 1.9380, loss: 1.9380, grad_norm: 2.9221 2020-07-25 14:42:40,102 - mmaction - INFO - Epoch [223][700/940] lr: 2.574e-02, eta: 6:59:26, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5535, top5_acc: 0.7729, loss_cls: 1.9379, loss: 1.9379, grad_norm: 2.9676 2020-07-25 14:42:53,229 - mmaction - INFO - Epoch [223][720/940] lr: 2.574e-02, eta: 6:59:09, time: 0.657, data_time: 0.002, memory: 9569, top1_acc: 0.5463, top5_acc: 0.7730, loss_cls: 1.9178, loss: 1.9178, grad_norm: 2.9754 2020-07-25 14:43:06,152 - mmaction - INFO - Epoch [223][740/940] lr: 2.574e-02, eta: 6:58:52, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5504, top5_acc: 0.7777, loss_cls: 1.9368, loss: 1.9368, grad_norm: 2.9923 2020-07-25 14:43:19,702 - mmaction - INFO - Epoch [223][760/940] lr: 2.574e-02, eta: 6:58:35, time: 0.677, data_time: 0.001, memory: 9569, top1_acc: 0.5598, top5_acc: 0.7777, loss_cls: 1.8927, loss: 1.8927, grad_norm: 2.8985 2020-07-25 14:43:33,024 - mmaction - INFO - Epoch [223][780/940] lr: 2.574e-02, eta: 6:58:19, time: 0.666, data_time: 0.008, memory: 9569, top1_acc: 0.5469, top5_acc: 0.7664, loss_cls: 1.9534, loss: 1.9534, grad_norm: 2.9283 2020-07-25 14:43:46,159 - mmaction - INFO - Epoch [223][800/940] lr: 2.574e-02, eta: 6:58:02, time: 0.657, data_time: 0.001, memory: 9569, top1_acc: 0.5316, top5_acc: 0.7695, loss_cls: 1.9711, loss: 1.9711, grad_norm: 2.9195 2020-07-25 14:43:59,146 - mmaction - INFO - Epoch [223][820/940] lr: 2.574e-02, eta: 6:57:45, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5561, top5_acc: 0.7686, loss_cls: 1.9287, loss: 1.9287, grad_norm: 2.9558 2020-07-25 14:44:12,074 - mmaction - INFO - Epoch [223][840/940] lr: 2.574e-02, eta: 6:57:28, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5602, top5_acc: 0.7814, loss_cls: 1.8633, loss: 1.8633, grad_norm: 2.8697 2020-07-25 14:44:25,484 - mmaction - INFO - Epoch [223][860/940] lr: 2.574e-02, eta: 6:57:11, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.5531, top5_acc: 0.7793, loss_cls: 1.8937, loss: 1.8937, grad_norm: 2.9535 2020-07-25 14:44:38,518 - mmaction - INFO - Epoch [223][880/940] lr: 2.574e-02, eta: 6:56:54, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.5529, top5_acc: 0.7697, loss_cls: 1.9158, loss: 1.9158, grad_norm: 2.9154 2020-07-25 14:44:51,411 - mmaction - INFO - Epoch [223][900/940] lr: 2.574e-02, eta: 6:56:37, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5451, top5_acc: 0.7664, loss_cls: 1.9550, loss: 1.9550, grad_norm: 2.9459 2020-07-25 14:45:04,763 - mmaction - INFO - Epoch [223][920/940] lr: 2.574e-02, eta: 6:56:21, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.5533, top5_acc: 0.7805, loss_cls: 1.8963, loss: 1.8963, grad_norm: 2.9515 2020-07-25 14:45:17,102 - mmaction - INFO - Epoch [223][940/940] lr: 2.574e-02, eta: 6:56:04, time: 0.618, data_time: 0.002, memory: 9569, top1_acc: 0.5491, top5_acc: 0.7725, loss_cls: 1.9286, loss: 1.9286, grad_norm: 2.9529 2020-07-25 14:47:43,617 - mmaction - INFO - Epoch [224][20/940] lr: 2.427e-02, eta: 6:56:19, time: 7.034, data_time: 5.334, memory: 9569, top1_acc: 0.5590, top5_acc: 0.7830, loss_cls: 1.8878, loss: 1.8878, grad_norm: 2.9234 2020-07-25 14:47:56,431 - mmaction - INFO - Epoch [224][40/940] lr: 2.427e-02, eta: 6:56:02, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.5793, top5_acc: 0.7861, loss_cls: 1.8270, loss: 1.8270, grad_norm: 2.8670 2020-07-25 14:48:09,376 - mmaction - INFO - Epoch [224][60/940] lr: 2.427e-02, eta: 6:55:45, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5799, top5_acc: 0.7908, loss_cls: 1.8419, loss: 1.8419, grad_norm: 2.9254 2020-07-25 14:48:22,599 - mmaction - INFO - Epoch [224][80/940] lr: 2.427e-02, eta: 6:55:28, time: 0.661, data_time: 0.001, memory: 9569, top1_acc: 0.5604, top5_acc: 0.7846, loss_cls: 1.8822, loss: 1.8822, grad_norm: 2.9709 2020-07-25 14:48:35,781 - mmaction - INFO - Epoch [224][100/940] lr: 2.427e-02, eta: 6:55:11, time: 0.659, data_time: 0.001, memory: 9569, top1_acc: 0.5652, top5_acc: 0.7736, loss_cls: 1.8818, loss: 1.8818, grad_norm: 2.9463 2020-07-25 14:48:48,838 - mmaction - INFO - Epoch [224][120/940] lr: 2.427e-02, eta: 6:54:54, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.5643, top5_acc: 0.7760, loss_cls: 1.8936, loss: 1.8936, grad_norm: 2.9429 2020-07-25 14:49:01,780 - mmaction - INFO - Epoch [224][140/940] lr: 2.427e-02, eta: 6:54:38, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5680, top5_acc: 0.7900, loss_cls: 1.8456, loss: 1.8456, grad_norm: 2.9369 2020-07-25 14:49:14,852 - mmaction - INFO - Epoch [224][160/940] lr: 2.427e-02, eta: 6:54:21, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.5514, top5_acc: 0.7758, loss_cls: 1.9223, loss: 1.9223, grad_norm: 3.0148 2020-07-25 14:49:27,960 - mmaction - INFO - Epoch [224][180/940] lr: 2.427e-02, eta: 6:54:04, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.5564, top5_acc: 0.7754, loss_cls: 1.9072, loss: 1.9072, grad_norm: 2.9876 2020-07-25 14:49:40,847 - mmaction - INFO - Epoch [224][200/940] lr: 2.427e-02, eta: 6:53:47, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5557, top5_acc: 0.7799, loss_cls: 1.8854, loss: 1.8854, grad_norm: 2.9773 2020-07-25 14:49:53,734 - mmaction - INFO - Epoch [224][220/940] lr: 2.427e-02, eta: 6:53:30, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5553, top5_acc: 0.7775, loss_cls: 1.8943, loss: 1.8943, grad_norm: 2.9930 2020-07-25 14:50:06,817 - mmaction - INFO - Epoch [224][240/940] lr: 2.427e-02, eta: 6:53:13, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.5555, top5_acc: 0.7797, loss_cls: 1.9019, loss: 1.9019, grad_norm: 2.9697 2020-07-25 14:50:19,688 - mmaction - INFO - Epoch [224][260/940] lr: 2.427e-02, eta: 6:52:56, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5648, top5_acc: 0.7770, loss_cls: 1.8828, loss: 1.8828, grad_norm: 2.9701 2020-07-25 14:50:32,619 - mmaction - INFO - Epoch [224][280/940] lr: 2.427e-02, eta: 6:52:39, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5676, top5_acc: 0.7756, loss_cls: 1.8876, loss: 1.8876, grad_norm: 2.8961 2020-07-25 14:50:45,520 - mmaction - INFO - Epoch [224][300/940] lr: 2.427e-02, eta: 6:52:22, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5494, top5_acc: 0.7855, loss_cls: 1.8987, loss: 1.8987, grad_norm: 2.9832 2020-07-25 14:50:58,515 - mmaction - INFO - Epoch [224][320/940] lr: 2.427e-02, eta: 6:52:06, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.5590, top5_acc: 0.7822, loss_cls: 1.8803, loss: 1.8803, grad_norm: 2.9984 2020-07-25 14:51:11,391 - mmaction - INFO - Epoch [224][340/940] lr: 2.427e-02, eta: 6:51:49, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5549, top5_acc: 0.7734, loss_cls: 1.9278, loss: 1.9278, grad_norm: 2.9381 2020-07-25 14:51:24,256 - mmaction - INFO - Epoch [224][360/940] lr: 2.427e-02, eta: 6:51:32, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5563, top5_acc: 0.7764, loss_cls: 1.8928, loss: 1.8928, grad_norm: 2.9747 2020-07-25 14:51:37,165 - mmaction - INFO - Epoch [224][380/940] lr: 2.427e-02, eta: 6:51:15, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5684, top5_acc: 0.7855, loss_cls: 1.8418, loss: 1.8418, grad_norm: 2.9446 2020-07-25 14:51:50,151 - mmaction - INFO - Epoch [224][400/940] lr: 2.427e-02, eta: 6:50:58, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5699, top5_acc: 0.7875, loss_cls: 1.8635, loss: 1.8635, grad_norm: 2.9502 2020-07-25 14:52:03,110 - mmaction - INFO - Epoch [224][420/940] lr: 2.427e-02, eta: 6:50:41, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5592, top5_acc: 0.7775, loss_cls: 1.8947, loss: 1.8947, grad_norm: 2.9876 2020-07-25 14:52:15,980 - mmaction - INFO - Epoch [224][440/940] lr: 2.427e-02, eta: 6:50:24, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5652, top5_acc: 0.7797, loss_cls: 1.8892, loss: 1.8892, grad_norm: 3.0155 2020-07-25 14:52:29,043 - mmaction - INFO - Epoch [224][460/940] lr: 2.427e-02, eta: 6:50:07, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.5563, top5_acc: 0.7805, loss_cls: 1.8844, loss: 1.8844, grad_norm: 2.9909 2020-07-25 14:52:41,963 - mmaction - INFO - Epoch [224][480/940] lr: 2.427e-02, eta: 6:49:50, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5678, top5_acc: 0.7771, loss_cls: 1.8940, loss: 1.8940, grad_norm: 2.9466 2020-07-25 14:52:55,060 - mmaction - INFO - Epoch [224][500/940] lr: 2.427e-02, eta: 6:49:34, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.5611, top5_acc: 0.7838, loss_cls: 1.8849, loss: 1.8849, grad_norm: 2.9679 2020-07-25 14:53:08,010 - mmaction - INFO - Epoch [224][520/940] lr: 2.427e-02, eta: 6:49:17, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5580, top5_acc: 0.7797, loss_cls: 1.8817, loss: 1.8817, grad_norm: 3.0191 2020-07-25 14:53:21,112 - mmaction - INFO - Epoch [224][540/940] lr: 2.427e-02, eta: 6:49:00, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.5520, top5_acc: 0.7697, loss_cls: 1.9287, loss: 1.9287, grad_norm: 3.0009 2020-07-25 14:53:34,027 - mmaction - INFO - Epoch [224][560/940] lr: 2.427e-02, eta: 6:48:43, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.5523, top5_acc: 0.7812, loss_cls: 1.9164, loss: 1.9164, grad_norm: 3.0213 2020-07-25 14:53:46,999 - mmaction - INFO - Epoch [224][580/940] lr: 2.427e-02, eta: 6:48:26, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5664, top5_acc: 0.7912, loss_cls: 1.8308, loss: 1.8308, grad_norm: 2.9234 2020-07-25 14:54:00,064 - mmaction - INFO - Epoch [224][600/940] lr: 2.427e-02, eta: 6:48:09, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.5570, top5_acc: 0.7750, loss_cls: 1.9110, loss: 1.9110, grad_norm: 3.0244 2020-07-25 14:54:12,988 - mmaction - INFO - Epoch [224][620/940] lr: 2.427e-02, eta: 6:47:52, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5480, top5_acc: 0.7688, loss_cls: 1.9233, loss: 1.9233, grad_norm: 3.0207 2020-07-25 14:54:26,054 - mmaction - INFO - Epoch [224][640/940] lr: 2.427e-02, eta: 6:47:35, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.5656, top5_acc: 0.7936, loss_cls: 1.8519, loss: 1.8519, grad_norm: 2.9425 2020-07-25 14:54:39,088 - mmaction - INFO - Epoch [224][660/940] lr: 2.427e-02, eta: 6:47:19, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.5553, top5_acc: 0.7744, loss_cls: 1.9308, loss: 1.9308, grad_norm: 3.0244 2020-07-25 14:54:52,242 - mmaction - INFO - Epoch [224][680/940] lr: 2.427e-02, eta: 6:47:02, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.5537, top5_acc: 0.7779, loss_cls: 1.9104, loss: 1.9104, grad_norm: 2.9895 2020-07-25 14:55:05,294 - mmaction - INFO - Epoch [224][700/940] lr: 2.427e-02, eta: 6:46:45, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.5654, top5_acc: 0.7734, loss_cls: 1.8822, loss: 1.8822, grad_norm: 2.9193 2020-07-25 14:55:19,311 - mmaction - INFO - Epoch [224][720/940] lr: 2.427e-02, eta: 6:46:28, time: 0.701, data_time: 0.003, memory: 9569, top1_acc: 0.5687, top5_acc: 0.7910, loss_cls: 1.8521, loss: 1.8521, grad_norm: 2.9380 2020-07-25 14:55:32,268 - mmaction - INFO - Epoch [224][740/940] lr: 2.427e-02, eta: 6:46:11, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5525, top5_acc: 0.7754, loss_cls: 1.9257, loss: 1.9257, grad_norm: 3.0300 2020-07-25 14:55:45,254 - mmaction - INFO - Epoch [224][760/940] lr: 2.427e-02, eta: 6:45:55, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5664, top5_acc: 0.7771, loss_cls: 1.8836, loss: 1.8836, grad_norm: 2.9896 2020-07-25 14:55:58,154 - mmaction - INFO - Epoch [224][780/940] lr: 2.427e-02, eta: 6:45:38, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5574, top5_acc: 0.7756, loss_cls: 1.9403, loss: 1.9403, grad_norm: 3.0291 2020-07-25 14:56:11,053 - mmaction - INFO - Epoch [224][800/940] lr: 2.427e-02, eta: 6:45:21, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5643, top5_acc: 0.7871, loss_cls: 1.8748, loss: 1.8748, grad_norm: 2.9782 2020-07-25 14:56:23,988 - mmaction - INFO - Epoch [224][820/940] lr: 2.427e-02, eta: 6:45:04, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5498, top5_acc: 0.7691, loss_cls: 1.9252, loss: 1.9252, grad_norm: 3.0073 2020-07-25 14:56:37,017 - mmaction - INFO - Epoch [224][840/940] lr: 2.427e-02, eta: 6:44:47, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.5496, top5_acc: 0.7666, loss_cls: 1.9410, loss: 1.9410, grad_norm: 2.9742 2020-07-25 14:56:49,953 - mmaction - INFO - Epoch [224][860/940] lr: 2.427e-02, eta: 6:44:30, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5664, top5_acc: 0.7791, loss_cls: 1.8617, loss: 1.8617, grad_norm: 2.9451 2020-07-25 14:57:02,855 - mmaction - INFO - Epoch [224][880/940] lr: 2.427e-02, eta: 6:44:13, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5547, top5_acc: 0.7848, loss_cls: 1.8959, loss: 1.8959, grad_norm: 2.9844 2020-07-25 14:57:15,967 - mmaction - INFO - Epoch [224][900/940] lr: 2.427e-02, eta: 6:43:57, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.5545, top5_acc: 0.7711, loss_cls: 1.9218, loss: 1.9218, grad_norm: 3.0151 2020-07-25 14:57:29,616 - mmaction - INFO - Epoch [224][920/940] lr: 2.427e-02, eta: 6:43:40, time: 0.684, data_time: 0.002, memory: 9569, top1_acc: 0.5586, top5_acc: 0.7754, loss_cls: 1.8981, loss: 1.8981, grad_norm: 3.0205 2020-07-25 14:57:42,092 - mmaction - INFO - Epoch [224][940/940] lr: 2.427e-02, eta: 6:43:23, time: 0.622, data_time: 0.003, memory: 9569, top1_acc: 0.5570, top5_acc: 0.7695, loss_cls: 1.8942, loss: 1.8942, grad_norm: 3.0205 2020-07-25 14:57:45,954 - mmaction - INFO - Saving checkpoint at 224 epochs 2020-07-25 15:00:17,933 - mmaction - INFO - Epoch [225][20/940] lr: 2.284e-02, eta: 6:43:40, time: 7.551, data_time: 5.691, memory: 9569, top1_acc: 0.5719, top5_acc: 0.7838, loss_cls: 1.8543, loss: 1.8543, grad_norm: 2.9523 2020-07-25 15:00:31,198 - mmaction - INFO - Epoch [225][40/940] lr: 2.284e-02, eta: 6:43:23, time: 0.669, data_time: 0.010, memory: 9569, top1_acc: 0.5738, top5_acc: 0.7869, loss_cls: 1.8017, loss: 1.8017, grad_norm: 2.9396 2020-07-25 15:00:44,054 - mmaction - INFO - Epoch [225][60/940] lr: 2.284e-02, eta: 6:43:06, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.5697, top5_acc: 0.7818, loss_cls: 1.8441, loss: 1.8441, grad_norm: 2.9625 2020-07-25 15:00:57,288 - mmaction - INFO - Epoch [225][80/940] lr: 2.284e-02, eta: 6:42:49, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.5570, top5_acc: 0.7861, loss_cls: 1.8540, loss: 1.8540, grad_norm: 3.0341 2020-07-25 15:01:10,486 - mmaction - INFO - Epoch [225][100/940] lr: 2.284e-02, eta: 6:42:32, time: 0.660, data_time: 0.001, memory: 9569, top1_acc: 0.5715, top5_acc: 0.7910, loss_cls: 1.8385, loss: 1.8385, grad_norm: 2.9944 2020-07-25 15:01:23,546 - mmaction - INFO - Epoch [225][120/940] lr: 2.284e-02, eta: 6:42:15, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.5650, top5_acc: 0.7807, loss_cls: 1.8677, loss: 1.8677, grad_norm: 2.9758 2020-07-25 15:01:36,452 - mmaction - INFO - Epoch [225][140/940] lr: 2.284e-02, eta: 6:41:58, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5545, top5_acc: 0.7732, loss_cls: 1.9110, loss: 1.9110, grad_norm: 3.0649 2020-07-25 15:01:49,446 - mmaction - INFO - Epoch [225][160/940] lr: 2.284e-02, eta: 6:41:42, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5607, top5_acc: 0.7818, loss_cls: 1.8918, loss: 1.8918, grad_norm: 3.0400 2020-07-25 15:02:02,359 - mmaction - INFO - Epoch [225][180/940] lr: 2.284e-02, eta: 6:41:25, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.5643, top5_acc: 0.7848, loss_cls: 1.8413, loss: 1.8413, grad_norm: 2.9514 2020-07-25 15:02:15,266 - mmaction - INFO - Epoch [225][200/940] lr: 2.284e-02, eta: 6:41:08, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5707, top5_acc: 0.7891, loss_cls: 1.8317, loss: 1.8317, grad_norm: 2.9500 2020-07-25 15:02:28,159 - mmaction - INFO - Epoch [225][220/940] lr: 2.284e-02, eta: 6:40:51, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5625, top5_acc: 0.7828, loss_cls: 1.8626, loss: 1.8626, grad_norm: 2.9697 2020-07-25 15:02:41,047 - mmaction - INFO - Epoch [225][240/940] lr: 2.284e-02, eta: 6:40:34, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5811, top5_acc: 0.7941, loss_cls: 1.7861, loss: 1.7861, grad_norm: 2.9009 2020-07-25 15:02:54,045 - mmaction - INFO - Epoch [225][260/940] lr: 2.284e-02, eta: 6:40:17, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5615, top5_acc: 0.7701, loss_cls: 1.8974, loss: 1.8974, grad_norm: 2.9753 2020-07-25 15:03:06,933 - mmaction - INFO - Epoch [225][280/940] lr: 2.284e-02, eta: 6:40:00, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5584, top5_acc: 0.7822, loss_cls: 1.9004, loss: 1.9004, grad_norm: 3.0120 2020-07-25 15:03:19,843 - mmaction - INFO - Epoch [225][300/940] lr: 2.284e-02, eta: 6:39:43, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5570, top5_acc: 0.7797, loss_cls: 1.8764, loss: 1.8764, grad_norm: 3.0091 2020-07-25 15:03:32,733 - mmaction - INFO - Epoch [225][320/940] lr: 2.284e-02, eta: 6:39:27, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5711, top5_acc: 0.7863, loss_cls: 1.8482, loss: 1.8482, grad_norm: 2.9943 2020-07-25 15:03:45,723 - mmaction - INFO - Epoch [225][340/940] lr: 2.284e-02, eta: 6:39:10, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5730, top5_acc: 0.7838, loss_cls: 1.8252, loss: 1.8252, grad_norm: 2.9762 2020-07-25 15:03:58,645 - mmaction - INFO - Epoch [225][360/940] lr: 2.284e-02, eta: 6:38:53, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5623, top5_acc: 0.7795, loss_cls: 1.8845, loss: 1.8845, grad_norm: 3.0448 2020-07-25 15:04:11,599 - mmaction - INFO - Epoch [225][380/940] lr: 2.284e-02, eta: 6:38:36, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5736, top5_acc: 0.7941, loss_cls: 1.8118, loss: 1.8118, grad_norm: 2.9494 2020-07-25 15:04:24,736 - mmaction - INFO - Epoch [225][400/940] lr: 2.284e-02, eta: 6:38:19, time: 0.657, data_time: 0.002, memory: 9569, top1_acc: 0.5586, top5_acc: 0.7818, loss_cls: 1.8885, loss: 1.8885, grad_norm: 3.0377 2020-07-25 15:04:38,186 - mmaction - INFO - Epoch [225][420/940] lr: 2.284e-02, eta: 6:38:02, time: 0.673, data_time: 0.002, memory: 9569, top1_acc: 0.5693, top5_acc: 0.7832, loss_cls: 1.8496, loss: 1.8496, grad_norm: 3.0008 2020-07-25 15:04:51,111 - mmaction - INFO - Epoch [225][440/940] lr: 2.284e-02, eta: 6:37:46, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5674, top5_acc: 0.7818, loss_cls: 1.8395, loss: 1.8395, grad_norm: 2.9548 2020-07-25 15:05:04,417 - mmaction - INFO - Epoch [225][460/940] lr: 2.284e-02, eta: 6:37:29, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.5611, top5_acc: 0.7881, loss_cls: 1.8541, loss: 1.8541, grad_norm: 3.0322 2020-07-25 15:05:17,851 - mmaction - INFO - Epoch [225][480/940] lr: 2.284e-02, eta: 6:37:12, time: 0.671, data_time: 0.001, memory: 9569, top1_acc: 0.5666, top5_acc: 0.7766, loss_cls: 1.8823, loss: 1.8823, grad_norm: 3.0244 2020-07-25 15:05:30,690 - mmaction - INFO - Epoch [225][500/940] lr: 2.284e-02, eta: 6:36:55, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.5586, top5_acc: 0.7781, loss_cls: 1.8884, loss: 1.8884, grad_norm: 3.0155 2020-07-25 15:05:43,575 - mmaction - INFO - Epoch [225][520/940] lr: 2.284e-02, eta: 6:36:38, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5607, top5_acc: 0.7834, loss_cls: 1.8593, loss: 1.8593, grad_norm: 3.0189 2020-07-25 15:05:56,489 - mmaction - INFO - Epoch [225][540/940] lr: 2.284e-02, eta: 6:36:22, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5539, top5_acc: 0.7762, loss_cls: 1.9195, loss: 1.9195, grad_norm: 3.0565 2020-07-25 15:06:09,502 - mmaction - INFO - Epoch [225][560/940] lr: 2.284e-02, eta: 6:36:05, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.5711, top5_acc: 0.7855, loss_cls: 1.8430, loss: 1.8430, grad_norm: 2.9814 2020-07-25 15:06:22,417 - mmaction - INFO - Epoch [225][580/940] lr: 2.284e-02, eta: 6:35:48, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5686, top5_acc: 0.7840, loss_cls: 1.8361, loss: 1.8361, grad_norm: 2.9862 2020-07-25 15:06:35,496 - mmaction - INFO - Epoch [225][600/940] lr: 2.284e-02, eta: 6:35:31, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.5785, top5_acc: 0.7828, loss_cls: 1.8459, loss: 1.8459, grad_norm: 2.9833 2020-07-25 15:06:48,395 - mmaction - INFO - Epoch [225][620/940] lr: 2.284e-02, eta: 6:35:14, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5633, top5_acc: 0.7793, loss_cls: 1.8758, loss: 1.8758, grad_norm: 3.0048 2020-07-25 15:07:01,652 - mmaction - INFO - Epoch [225][640/940] lr: 2.284e-02, eta: 6:34:57, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.5668, top5_acc: 0.7764, loss_cls: 1.8987, loss: 1.8987, grad_norm: 2.9869 2020-07-25 15:07:14,582 - mmaction - INFO - Epoch [225][660/940] lr: 2.284e-02, eta: 6:34:41, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5445, top5_acc: 0.7684, loss_cls: 1.9544, loss: 1.9544, grad_norm: 3.0656 2020-07-25 15:07:27,520 - mmaction - INFO - Epoch [225][680/940] lr: 2.284e-02, eta: 6:34:24, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5604, top5_acc: 0.7725, loss_cls: 1.8809, loss: 1.8809, grad_norm: 2.9856 2020-07-25 15:07:40,567 - mmaction - INFO - Epoch [225][700/940] lr: 2.284e-02, eta: 6:34:07, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.5686, top5_acc: 0.7910, loss_cls: 1.8399, loss: 1.8399, grad_norm: 2.9861 2020-07-25 15:07:53,567 - mmaction - INFO - Epoch [225][720/940] lr: 2.284e-02, eta: 6:33:50, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.5643, top5_acc: 0.7799, loss_cls: 1.8586, loss: 1.8586, grad_norm: 2.9814 2020-07-25 15:08:06,640 - mmaction - INFO - Epoch [225][740/940] lr: 2.284e-02, eta: 6:33:33, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.5588, top5_acc: 0.7840, loss_cls: 1.8703, loss: 1.8703, grad_norm: 3.0372 2020-07-25 15:08:19,565 - mmaction - INFO - Epoch [225][760/940] lr: 2.284e-02, eta: 6:33:16, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5613, top5_acc: 0.7766, loss_cls: 1.8864, loss: 1.8864, grad_norm: 3.0830 2020-07-25 15:08:32,508 - mmaction - INFO - Epoch [225][780/940] lr: 2.284e-02, eta: 6:33:00, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5658, top5_acc: 0.7762, loss_cls: 1.9038, loss: 1.9038, grad_norm: 3.1005 2020-07-25 15:08:45,870 - mmaction - INFO - Epoch [225][800/940] lr: 2.284e-02, eta: 6:32:43, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.5594, top5_acc: 0.7777, loss_cls: 1.8873, loss: 1.8873, grad_norm: 3.0654 2020-07-25 15:08:58,763 - mmaction - INFO - Epoch [225][820/940] lr: 2.284e-02, eta: 6:32:26, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5559, top5_acc: 0.7725, loss_cls: 1.9318, loss: 1.9318, grad_norm: 3.1043 2020-07-25 15:09:11,690 - mmaction - INFO - Epoch [225][840/940] lr: 2.284e-02, eta: 6:32:09, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5721, top5_acc: 0.7828, loss_cls: 1.8524, loss: 1.8524, grad_norm: 2.9978 2020-07-25 15:09:24,656 - mmaction - INFO - Epoch [225][860/940] lr: 2.284e-02, eta: 6:31:52, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5703, top5_acc: 0.7777, loss_cls: 1.8585, loss: 1.8585, grad_norm: 3.0405 2020-07-25 15:09:37,701 - mmaction - INFO - Epoch [225][880/940] lr: 2.284e-02, eta: 6:31:36, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.5645, top5_acc: 0.7871, loss_cls: 1.8636, loss: 1.8636, grad_norm: 3.0207 2020-07-25 15:09:50,578 - mmaction - INFO - Epoch [225][900/940] lr: 2.284e-02, eta: 6:31:19, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5561, top5_acc: 0.7791, loss_cls: 1.9138, loss: 1.9138, grad_norm: 3.0639 2020-07-25 15:10:03,537 - mmaction - INFO - Epoch [225][920/940] lr: 2.284e-02, eta: 6:31:02, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5643, top5_acc: 0.7746, loss_cls: 1.9147, loss: 1.9147, grad_norm: 3.1091 2020-07-25 15:10:15,717 - mmaction - INFO - Epoch [225][940/940] lr: 2.284e-02, eta: 6:30:45, time: 0.609, data_time: 0.001, memory: 9569, top1_acc: 0.5607, top5_acc: 0.7847, loss_cls: 1.8761, loss: 1.8761, grad_norm: 3.0683 2020-07-25 15:12:45,777 - mmaction - INFO - Epoch [226][20/940] lr: 2.145e-02, eta: 6:30:58, time: 7.123, data_time: 6.407, memory: 9569, top1_acc: 0.5664, top5_acc: 0.7838, loss_cls: 1.8590, loss: 1.8590, grad_norm: 3.0098 2020-07-25 15:12:58,608 - mmaction - INFO - Epoch [226][40/940] lr: 2.145e-02, eta: 6:30:41, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.5777, top5_acc: 0.7924, loss_cls: 1.7898, loss: 1.7898, grad_norm: 3.0013 2020-07-25 15:13:11,515 - mmaction - INFO - Epoch [226][60/940] lr: 2.145e-02, eta: 6:30:24, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5725, top5_acc: 0.7891, loss_cls: 1.8305, loss: 1.8305, grad_norm: 3.0131 2020-07-25 15:13:24,475 - mmaction - INFO - Epoch [226][80/940] lr: 2.145e-02, eta: 6:30:08, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5600, top5_acc: 0.7895, loss_cls: 1.8463, loss: 1.8463, grad_norm: 3.0260 2020-07-25 15:13:37,334 - mmaction - INFO - Epoch [226][100/940] lr: 2.145e-02, eta: 6:29:51, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5736, top5_acc: 0.7951, loss_cls: 1.8247, loss: 1.8247, grad_norm: 3.0040 2020-07-25 15:13:50,207 - mmaction - INFO - Epoch [226][120/940] lr: 2.145e-02, eta: 6:29:34, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5693, top5_acc: 0.7865, loss_cls: 1.8474, loss: 1.8474, grad_norm: 3.0566 2020-07-25 15:14:03,238 - mmaction - INFO - Epoch [226][140/940] lr: 2.145e-02, eta: 6:29:17, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.5602, top5_acc: 0.7852, loss_cls: 1.8431, loss: 1.8431, grad_norm: 3.0361 2020-07-25 15:14:16,135 - mmaction - INFO - Epoch [226][160/940] lr: 2.145e-02, eta: 6:29:00, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.5791, top5_acc: 0.7904, loss_cls: 1.7955, loss: 1.7955, grad_norm: 3.0258 2020-07-25 15:14:29,003 - mmaction - INFO - Epoch [226][180/940] lr: 2.145e-02, eta: 6:28:43, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5787, top5_acc: 0.7924, loss_cls: 1.7991, loss: 1.7991, grad_norm: 2.9944 2020-07-25 15:14:42,037 - mmaction - INFO - Epoch [226][200/940] lr: 2.145e-02, eta: 6:28:27, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.5787, top5_acc: 0.8000, loss_cls: 1.7899, loss: 1.7899, grad_norm: 3.0279 2020-07-25 15:14:55,095 - mmaction - INFO - Epoch [226][220/940] lr: 2.145e-02, eta: 6:28:10, time: 0.653, data_time: 0.011, memory: 9569, top1_acc: 0.5662, top5_acc: 0.7785, loss_cls: 1.8653, loss: 1.8653, grad_norm: 3.0661 2020-07-25 15:15:08,001 - mmaction - INFO - Epoch [226][240/940] lr: 2.145e-02, eta: 6:27:53, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5771, top5_acc: 0.7896, loss_cls: 1.8123, loss: 1.8123, grad_norm: 3.0812 2020-07-25 15:15:20,908 - mmaction - INFO - Epoch [226][260/940] lr: 2.145e-02, eta: 6:27:36, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5674, top5_acc: 0.7799, loss_cls: 1.8768, loss: 1.8768, grad_norm: 3.0713 2020-07-25 15:15:34,050 - mmaction - INFO - Epoch [226][280/940] lr: 2.145e-02, eta: 6:27:19, time: 0.657, data_time: 0.002, memory: 9569, top1_acc: 0.5658, top5_acc: 0.7830, loss_cls: 1.8656, loss: 1.8656, grad_norm: 3.0729 2020-07-25 15:15:47,050 - mmaction - INFO - Epoch [226][300/940] lr: 2.145e-02, eta: 6:27:02, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.5775, top5_acc: 0.7932, loss_cls: 1.7892, loss: 1.7892, grad_norm: 2.9937 2020-07-25 15:15:59,968 - mmaction - INFO - Epoch [226][320/940] lr: 2.145e-02, eta: 6:26:46, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5604, top5_acc: 0.7840, loss_cls: 1.8497, loss: 1.8497, grad_norm: 3.1092 2020-07-25 15:16:12,901 - mmaction - INFO - Epoch [226][340/940] lr: 2.145e-02, eta: 6:26:29, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5736, top5_acc: 0.7822, loss_cls: 1.8381, loss: 1.8381, grad_norm: 3.0463 2020-07-25 15:16:25,792 - mmaction - INFO - Epoch [226][360/940] lr: 2.145e-02, eta: 6:26:12, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5676, top5_acc: 0.7863, loss_cls: 1.8688, loss: 1.8688, grad_norm: 3.0437 2020-07-25 15:16:38,674 - mmaction - INFO - Epoch [226][380/940] lr: 2.145e-02, eta: 6:25:55, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5588, top5_acc: 0.7779, loss_cls: 1.8901, loss: 1.8901, grad_norm: 3.0882 2020-07-25 15:16:51,570 - mmaction - INFO - Epoch [226][400/940] lr: 2.145e-02, eta: 6:25:38, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5652, top5_acc: 0.7879, loss_cls: 1.8530, loss: 1.8530, grad_norm: 3.0990 2020-07-25 15:17:04,493 - mmaction - INFO - Epoch [226][420/940] lr: 2.145e-02, eta: 6:25:21, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5797, top5_acc: 0.7818, loss_cls: 1.8163, loss: 1.8163, grad_norm: 3.0369 2020-07-25 15:17:17,417 - mmaction - INFO - Epoch [226][440/940] lr: 2.145e-02, eta: 6:25:05, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5729, top5_acc: 0.7898, loss_cls: 1.8086, loss: 1.8086, grad_norm: 3.0449 2020-07-25 15:17:30,411 - mmaction - INFO - Epoch [226][460/940] lr: 2.145e-02, eta: 6:24:48, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.5668, top5_acc: 0.7883, loss_cls: 1.8451, loss: 1.8451, grad_norm: 3.0947 2020-07-25 15:17:43,287 - mmaction - INFO - Epoch [226][480/940] lr: 2.145e-02, eta: 6:24:31, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5676, top5_acc: 0.7920, loss_cls: 1.8286, loss: 1.8286, grad_norm: 3.0315 2020-07-25 15:17:56,198 - mmaction - INFO - Epoch [226][500/940] lr: 2.145e-02, eta: 6:24:14, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5658, top5_acc: 0.7883, loss_cls: 1.8479, loss: 1.8479, grad_norm: 3.0658 2020-07-25 15:18:09,129 - mmaction - INFO - Epoch [226][520/940] lr: 2.145e-02, eta: 6:23:57, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5648, top5_acc: 0.7857, loss_cls: 1.8576, loss: 1.8576, grad_norm: 3.0906 2020-07-25 15:18:22,169 - mmaction - INFO - Epoch [226][540/940] lr: 2.145e-02, eta: 6:23:40, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.5695, top5_acc: 0.7779, loss_cls: 1.8505, loss: 1.8505, grad_norm: 3.0765 2020-07-25 15:18:35,086 - mmaction - INFO - Epoch [226][560/940] lr: 2.145e-02, eta: 6:23:24, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5592, top5_acc: 0.7814, loss_cls: 1.8712, loss: 1.8712, grad_norm: 3.0568 2020-07-25 15:18:47,958 - mmaction - INFO - Epoch [226][580/940] lr: 2.145e-02, eta: 6:23:07, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5678, top5_acc: 0.7830, loss_cls: 1.8674, loss: 1.8674, grad_norm: 3.1170 2020-07-25 15:19:00,883 - mmaction - INFO - Epoch [226][600/940] lr: 2.145e-02, eta: 6:22:50, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5641, top5_acc: 0.7836, loss_cls: 1.8491, loss: 1.8491, grad_norm: 3.1129 2020-07-25 15:19:13,813 - mmaction - INFO - Epoch [226][620/940] lr: 2.145e-02, eta: 6:22:33, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5607, top5_acc: 0.7824, loss_cls: 1.8855, loss: 1.8855, grad_norm: 3.1091 2020-07-25 15:19:26,779 - mmaction - INFO - Epoch [226][640/940] lr: 2.145e-02, eta: 6:22:16, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.5672, top5_acc: 0.7840, loss_cls: 1.8658, loss: 1.8658, grad_norm: 3.1161 2020-07-25 15:19:39,671 - mmaction - INFO - Epoch [226][660/940] lr: 2.145e-02, eta: 6:22:00, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5707, top5_acc: 0.7893, loss_cls: 1.8276, loss: 1.8276, grad_norm: 3.0919 2020-07-25 15:19:52,589 - mmaction - INFO - Epoch [226][680/940] lr: 2.145e-02, eta: 6:21:43, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5668, top5_acc: 0.7963, loss_cls: 1.8316, loss: 1.8316, grad_norm: 3.0370 2020-07-25 15:20:05,685 - mmaction - INFO - Epoch [226][700/940] lr: 2.145e-02, eta: 6:21:26, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.5725, top5_acc: 0.7801, loss_cls: 1.8390, loss: 1.8390, grad_norm: 3.0198 2020-07-25 15:20:18,567 - mmaction - INFO - Epoch [226][720/940] lr: 2.145e-02, eta: 6:21:09, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5674, top5_acc: 0.7807, loss_cls: 1.8707, loss: 1.8707, grad_norm: 3.0663 2020-07-25 15:20:31,789 - mmaction - INFO - Epoch [226][740/940] lr: 2.145e-02, eta: 6:20:52, time: 0.661, data_time: 0.015, memory: 9569, top1_acc: 0.5723, top5_acc: 0.7863, loss_cls: 1.8426, loss: 1.8426, grad_norm: 3.0709 2020-07-25 15:20:44,705 - mmaction - INFO - Epoch [226][760/940] lr: 2.145e-02, eta: 6:20:36, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5600, top5_acc: 0.7729, loss_cls: 1.8810, loss: 1.8810, grad_norm: 3.1593 2020-07-25 15:20:58,056 - mmaction - INFO - Epoch [226][780/940] lr: 2.145e-02, eta: 6:20:19, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.5715, top5_acc: 0.7771, loss_cls: 1.8754, loss: 1.8754, grad_norm: 3.1082 2020-07-25 15:21:10,999 - mmaction - INFO - Epoch [226][800/940] lr: 2.145e-02, eta: 6:20:02, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5732, top5_acc: 0.7838, loss_cls: 1.8522, loss: 1.8522, grad_norm: 3.0458 2020-07-25 15:21:23,929 - mmaction - INFO - Epoch [226][820/940] lr: 2.145e-02, eta: 6:19:45, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5670, top5_acc: 0.7791, loss_cls: 1.8823, loss: 1.8823, grad_norm: 3.1015 2020-07-25 15:21:36,824 - mmaction - INFO - Epoch [226][840/940] lr: 2.145e-02, eta: 6:19:28, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5693, top5_acc: 0.7795, loss_cls: 1.8572, loss: 1.8572, grad_norm: 3.0536 2020-07-25 15:21:49,767 - mmaction - INFO - Epoch [226][860/940] lr: 2.145e-02, eta: 6:19:12, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.5660, top5_acc: 0.7863, loss_cls: 1.8274, loss: 1.8274, grad_norm: 2.9946 2020-07-25 15:22:02,742 - mmaction - INFO - Epoch [226][880/940] lr: 2.145e-02, eta: 6:18:55, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.5701, top5_acc: 0.7824, loss_cls: 1.8490, loss: 1.8490, grad_norm: 3.0549 2020-07-25 15:22:15,766 - mmaction - INFO - Epoch [226][900/940] lr: 2.145e-02, eta: 6:18:38, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.5639, top5_acc: 0.7883, loss_cls: 1.8590, loss: 1.8590, grad_norm: 3.1087 2020-07-25 15:22:28,864 - mmaction - INFO - Epoch [226][920/940] lr: 2.145e-02, eta: 6:18:21, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.5695, top5_acc: 0.7900, loss_cls: 1.8287, loss: 1.8287, grad_norm: 3.0879 2020-07-25 15:22:41,426 - mmaction - INFO - Epoch [226][940/940] lr: 2.145e-02, eta: 6:18:04, time: 0.629, data_time: 0.003, memory: 9569, top1_acc: 0.5593, top5_acc: 0.7798, loss_cls: 1.9001, loss: 1.9001, grad_norm: 3.1296 2020-07-25 15:25:22,167 - mmaction - INFO - Epoch [227][20/940] lr: 2.010e-02, eta: 6:18:20, time: 7.785, data_time: 6.935, memory: 9569, top1_acc: 0.5789, top5_acc: 0.7963, loss_cls: 1.7828, loss: 1.7828, grad_norm: 3.0146 2020-07-25 15:25:35,177 - mmaction - INFO - Epoch [227][40/940] lr: 2.010e-02, eta: 6:18:03, time: 0.653, data_time: 0.003, memory: 9569, top1_acc: 0.5846, top5_acc: 0.7984, loss_cls: 1.7683, loss: 1.7683, grad_norm: 3.0533 2020-07-25 15:25:48,018 - mmaction - INFO - Epoch [227][60/940] lr: 2.010e-02, eta: 6:17:46, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.5721, top5_acc: 0.7949, loss_cls: 1.8138, loss: 1.8138, grad_norm: 3.1506 2020-07-25 15:26:00,898 - mmaction - INFO - Epoch [227][80/940] lr: 2.010e-02, eta: 6:17:29, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5744, top5_acc: 0.7855, loss_cls: 1.8360, loss: 1.8360, grad_norm: 3.1307 2020-07-25 15:26:13,807 - mmaction - INFO - Epoch [227][100/940] lr: 2.010e-02, eta: 6:17:12, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5793, top5_acc: 0.7965, loss_cls: 1.7835, loss: 1.7835, grad_norm: 3.0282 2020-07-25 15:26:26,762 - mmaction - INFO - Epoch [227][120/940] lr: 2.010e-02, eta: 6:16:56, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5738, top5_acc: 0.7826, loss_cls: 1.8528, loss: 1.8528, grad_norm: 3.0522 2020-07-25 15:26:39,605 - mmaction - INFO - Epoch [227][140/940] lr: 2.010e-02, eta: 6:16:39, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.5889, top5_acc: 0.7994, loss_cls: 1.7616, loss: 1.7616, grad_norm: 3.0188 2020-07-25 15:26:52,469 - mmaction - INFO - Epoch [227][160/940] lr: 2.010e-02, eta: 6:16:22, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.5746, top5_acc: 0.7920, loss_cls: 1.8187, loss: 1.8187, grad_norm: 3.1260 2020-07-25 15:27:05,393 - mmaction - INFO - Epoch [227][180/940] lr: 2.010e-02, eta: 6:16:05, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5785, top5_acc: 0.7947, loss_cls: 1.8192, loss: 1.8192, grad_norm: 3.1064 2020-07-25 15:27:18,350 - mmaction - INFO - Epoch [227][200/940] lr: 2.010e-02, eta: 6:15:48, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5709, top5_acc: 0.7963, loss_cls: 1.8110, loss: 1.8110, grad_norm: 3.0582 2020-07-25 15:27:31,235 - mmaction - INFO - Epoch [227][220/940] lr: 2.010e-02, eta: 6:15:31, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5887, top5_acc: 0.7908, loss_cls: 1.7898, loss: 1.7898, grad_norm: 3.0498 2020-07-25 15:27:44,171 - mmaction - INFO - Epoch [227][240/940] lr: 2.010e-02, eta: 6:15:15, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5779, top5_acc: 0.7977, loss_cls: 1.8076, loss: 1.8076, grad_norm: 3.1251 2020-07-25 15:27:57,110 - mmaction - INFO - Epoch [227][260/940] lr: 2.010e-02, eta: 6:14:58, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.5641, top5_acc: 0.7906, loss_cls: 1.8297, loss: 1.8297, grad_norm: 3.1256 2020-07-25 15:28:10,002 - mmaction - INFO - Epoch [227][280/940] lr: 2.010e-02, eta: 6:14:41, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5920, top5_acc: 0.8004, loss_cls: 1.7398, loss: 1.7398, grad_norm: 3.0166 2020-07-25 15:28:22,900 - mmaction - INFO - Epoch [227][300/940] lr: 2.010e-02, eta: 6:14:24, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5842, top5_acc: 0.8029, loss_cls: 1.7413, loss: 1.7413, grad_norm: 3.0637 2020-07-25 15:28:35,809 - mmaction - INFO - Epoch [227][320/940] lr: 2.010e-02, eta: 6:14:07, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5680, top5_acc: 0.7773, loss_cls: 1.8673, loss: 1.8673, grad_norm: 3.1528 2020-07-25 15:28:48,813 - mmaction - INFO - Epoch [227][340/940] lr: 2.010e-02, eta: 6:13:51, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.5816, top5_acc: 0.7865, loss_cls: 1.8315, loss: 1.8315, grad_norm: 3.1193 2020-07-25 15:29:01,723 - mmaction - INFO - Epoch [227][360/940] lr: 2.010e-02, eta: 6:13:34, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5727, top5_acc: 0.7887, loss_cls: 1.8170, loss: 1.8170, grad_norm: 3.1200 2020-07-25 15:29:14,845 - mmaction - INFO - Epoch [227][380/940] lr: 2.010e-02, eta: 6:13:17, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.5842, top5_acc: 0.7926, loss_cls: 1.7769, loss: 1.7769, grad_norm: 3.0768 2020-07-25 15:29:27,943 - mmaction - INFO - Epoch [227][400/940] lr: 2.010e-02, eta: 6:13:00, time: 0.656, data_time: 0.003, memory: 9569, top1_acc: 0.5746, top5_acc: 0.7957, loss_cls: 1.8207, loss: 1.8207, grad_norm: 3.1366 2020-07-25 15:29:40,848 - mmaction - INFO - Epoch [227][420/940] lr: 2.010e-02, eta: 6:12:43, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5672, top5_acc: 0.7701, loss_cls: 1.8876, loss: 1.8876, grad_norm: 3.1480 2020-07-25 15:29:53,742 - mmaction - INFO - Epoch [227][440/940] lr: 2.010e-02, eta: 6:12:27, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5721, top5_acc: 0.7822, loss_cls: 1.8370, loss: 1.8370, grad_norm: 3.1289 2020-07-25 15:30:06,810 - mmaction - INFO - Epoch [227][460/940] lr: 2.010e-02, eta: 6:12:10, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.5670, top5_acc: 0.7896, loss_cls: 1.8319, loss: 1.8319, grad_norm: 3.1383 2020-07-25 15:30:19,669 - mmaction - INFO - Epoch [227][480/940] lr: 2.010e-02, eta: 6:11:53, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.5641, top5_acc: 0.7795, loss_cls: 1.8668, loss: 1.8668, grad_norm: 3.1356 2020-07-25 15:30:32,593 - mmaction - INFO - Epoch [227][500/940] lr: 2.010e-02, eta: 6:11:36, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5707, top5_acc: 0.7924, loss_cls: 1.8407, loss: 1.8407, grad_norm: 3.1353 2020-07-25 15:30:45,529 - mmaction - INFO - Epoch [227][520/940] lr: 2.010e-02, eta: 6:11:19, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5633, top5_acc: 0.7854, loss_cls: 1.8646, loss: 1.8646, grad_norm: 3.1604 2020-07-25 15:30:58,473 - mmaction - INFO - Epoch [227][540/940] lr: 2.010e-02, eta: 6:11:03, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5781, top5_acc: 0.7994, loss_cls: 1.7794, loss: 1.7794, grad_norm: 3.0498 2020-07-25 15:31:11,356 - mmaction - INFO - Epoch [227][560/940] lr: 2.010e-02, eta: 6:10:46, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5826, top5_acc: 0.7975, loss_cls: 1.7892, loss: 1.7892, grad_norm: 3.1112 2020-07-25 15:31:24,329 - mmaction - INFO - Epoch [227][580/940] lr: 2.010e-02, eta: 6:10:29, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5766, top5_acc: 0.7908, loss_cls: 1.8223, loss: 1.8223, grad_norm: 3.1023 2020-07-25 15:31:37,253 - mmaction - INFO - Epoch [227][600/940] lr: 2.010e-02, eta: 6:10:12, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5707, top5_acc: 0.7879, loss_cls: 1.8335, loss: 1.8335, grad_norm: 3.1950 2020-07-25 15:31:50,167 - mmaction - INFO - Epoch [227][620/940] lr: 2.010e-02, eta: 6:09:56, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5822, top5_acc: 0.7951, loss_cls: 1.7716, loss: 1.7716, grad_norm: 3.1005 2020-07-25 15:32:03,107 - mmaction - INFO - Epoch [227][640/940] lr: 2.010e-02, eta: 6:09:39, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5777, top5_acc: 0.7891, loss_cls: 1.8143, loss: 1.8143, grad_norm: 3.0980 2020-07-25 15:32:16,216 - mmaction - INFO - Epoch [227][660/940] lr: 2.010e-02, eta: 6:09:22, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.5717, top5_acc: 0.7848, loss_cls: 1.8297, loss: 1.8297, grad_norm: 3.1051 2020-07-25 15:32:29,360 - mmaction - INFO - Epoch [227][680/940] lr: 2.010e-02, eta: 6:09:05, time: 0.658, data_time: 0.001, memory: 9569, top1_acc: 0.5824, top5_acc: 0.7908, loss_cls: 1.7822, loss: 1.7822, grad_norm: 3.1160 2020-07-25 15:32:42,676 - mmaction - INFO - Epoch [227][700/940] lr: 2.010e-02, eta: 6:08:49, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.5715, top5_acc: 0.7898, loss_cls: 1.8188, loss: 1.8188, grad_norm: 3.1344 2020-07-25 15:32:56,228 - mmaction - INFO - Epoch [227][720/940] lr: 2.010e-02, eta: 6:08:32, time: 0.678, data_time: 0.002, memory: 9569, top1_acc: 0.5611, top5_acc: 0.7812, loss_cls: 1.8710, loss: 1.8710, grad_norm: 3.1775 2020-07-25 15:33:09,149 - mmaction - INFO - Epoch [227][740/940] lr: 2.010e-02, eta: 6:08:15, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5637, top5_acc: 0.7807, loss_cls: 1.8634, loss: 1.8634, grad_norm: 3.1188 2020-07-25 15:33:22,032 - mmaction - INFO - Epoch [227][760/940] lr: 2.010e-02, eta: 6:07:58, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5697, top5_acc: 0.7902, loss_cls: 1.8388, loss: 1.8388, grad_norm: 3.1443 2020-07-25 15:33:34,973 - mmaction - INFO - Epoch [227][780/940] lr: 2.010e-02, eta: 6:07:42, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5705, top5_acc: 0.7900, loss_cls: 1.8204, loss: 1.8204, grad_norm: 3.1379 2020-07-25 15:33:48,050 - mmaction - INFO - Epoch [227][800/940] lr: 2.010e-02, eta: 6:07:25, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.5660, top5_acc: 0.7799, loss_cls: 1.8674, loss: 1.8674, grad_norm: 3.0855 2020-07-25 15:34:00,965 - mmaction - INFO - Epoch [227][820/940] lr: 2.010e-02, eta: 6:07:08, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5777, top5_acc: 0.7920, loss_cls: 1.8157, loss: 1.8157, grad_norm: 3.0911 2020-07-25 15:34:14,214 - mmaction - INFO - Epoch [227][840/940] lr: 2.010e-02, eta: 6:06:51, time: 0.661, data_time: 0.001, memory: 9569, top1_acc: 0.5699, top5_acc: 0.7846, loss_cls: 1.8569, loss: 1.8569, grad_norm: 3.0926 2020-07-25 15:34:27,111 - mmaction - INFO - Epoch [227][860/940] lr: 2.010e-02, eta: 6:06:35, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5822, top5_acc: 0.7896, loss_cls: 1.8043, loss: 1.8043, grad_norm: 3.0820 2020-07-25 15:34:40,468 - mmaction - INFO - Epoch [227][880/940] lr: 2.010e-02, eta: 6:06:18, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.5830, top5_acc: 0.7953, loss_cls: 1.8065, loss: 1.8065, grad_norm: 3.1416 2020-07-25 15:34:53,517 - mmaction - INFO - Epoch [227][900/940] lr: 2.010e-02, eta: 6:06:01, time: 0.655, data_time: 0.004, memory: 9569, top1_acc: 0.5559, top5_acc: 0.7840, loss_cls: 1.8886, loss: 1.8886, grad_norm: 3.2000 2020-07-25 15:35:06,503 - mmaction - INFO - Epoch [227][920/940] lr: 2.010e-02, eta: 6:05:44, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5680, top5_acc: 0.7889, loss_cls: 1.8160, loss: 1.8160, grad_norm: 3.1124 2020-07-25 15:35:18,813 - mmaction - INFO - Epoch [227][940/940] lr: 2.010e-02, eta: 6:05:28, time: 0.616, data_time: 0.001, memory: 9569, top1_acc: 0.5635, top5_acc: 0.7890, loss_cls: 1.8404, loss: 1.8404, grad_norm: 3.1532 2020-07-25 15:38:01,471 - mmaction - INFO - Epoch [228][20/940] lr: 1.880e-02, eta: 6:05:42, time: 7.887, data_time: 6.967, memory: 9569, top1_acc: 0.5719, top5_acc: 0.7807, loss_cls: 1.8556, loss: 1.8556, grad_norm: 3.1395 2020-07-25 15:38:14,290 - mmaction - INFO - Epoch [228][40/940] lr: 1.880e-02, eta: 6:05:25, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.5787, top5_acc: 0.8029, loss_cls: 1.7769, loss: 1.7769, grad_norm: 3.0851 2020-07-25 15:38:27,126 - mmaction - INFO - Epoch [228][60/940] lr: 1.880e-02, eta: 6:05:08, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.5867, top5_acc: 0.7910, loss_cls: 1.7820, loss: 1.7820, grad_norm: 3.1228 2020-07-25 15:38:39,943 - mmaction - INFO - Epoch [228][80/940] lr: 1.880e-02, eta: 6:04:51, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.5777, top5_acc: 0.7906, loss_cls: 1.8301, loss: 1.8301, grad_norm: 3.1474 2020-07-25 15:38:52,795 - mmaction - INFO - Epoch [228][100/940] lr: 1.880e-02, eta: 6:04:35, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5855, top5_acc: 0.7939, loss_cls: 1.7749, loss: 1.7749, grad_norm: 3.0525 2020-07-25 15:39:05,727 - mmaction - INFO - Epoch [228][120/940] lr: 1.880e-02, eta: 6:04:18, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5795, top5_acc: 0.7924, loss_cls: 1.7955, loss: 1.7955, grad_norm: 3.1125 2020-07-25 15:39:18,586 - mmaction - INFO - Epoch [228][140/940] lr: 1.880e-02, eta: 6:04:01, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5879, top5_acc: 0.8041, loss_cls: 1.7342, loss: 1.7342, grad_norm: 3.0664 2020-07-25 15:39:31,459 - mmaction - INFO - Epoch [228][160/940] lr: 1.880e-02, eta: 6:03:44, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5715, top5_acc: 0.7949, loss_cls: 1.8168, loss: 1.8168, grad_norm: 3.1601 2020-07-25 15:39:44,407 - mmaction - INFO - Epoch [228][180/940] lr: 1.880e-02, eta: 6:03:27, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5760, top5_acc: 0.7922, loss_cls: 1.7911, loss: 1.7911, grad_norm: 3.1606 2020-07-25 15:39:57,299 - mmaction - INFO - Epoch [228][200/940] lr: 1.880e-02, eta: 6:03:11, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5834, top5_acc: 0.8004, loss_cls: 1.7879, loss: 1.7879, grad_norm: 3.1445 2020-07-25 15:40:10,439 - mmaction - INFO - Epoch [228][220/940] lr: 1.880e-02, eta: 6:02:54, time: 0.657, data_time: 0.014, memory: 9569, top1_acc: 0.5742, top5_acc: 0.7799, loss_cls: 1.8418, loss: 1.8418, grad_norm: 3.1471 2020-07-25 15:40:23,728 - mmaction - INFO - Epoch [228][240/940] lr: 1.880e-02, eta: 6:02:37, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.5813, top5_acc: 0.7973, loss_cls: 1.7764, loss: 1.7764, grad_norm: 3.1423 2020-07-25 15:40:36,995 - mmaction - INFO - Epoch [228][260/940] lr: 1.880e-02, eta: 6:02:20, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.5709, top5_acc: 0.7979, loss_cls: 1.7979, loss: 1.7979, grad_norm: 3.1292 2020-07-25 15:40:49,899 - mmaction - INFO - Epoch [228][280/940] lr: 1.880e-02, eta: 6:02:04, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5852, top5_acc: 0.7973, loss_cls: 1.7596, loss: 1.7596, grad_norm: 3.1443 2020-07-25 15:41:02,966 - mmaction - INFO - Epoch [228][300/940] lr: 1.880e-02, eta: 6:01:47, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.5779, top5_acc: 0.7986, loss_cls: 1.7769, loss: 1.7769, grad_norm: 3.1933 2020-07-25 15:41:16,251 - mmaction - INFO - Epoch [228][320/940] lr: 1.880e-02, eta: 6:01:30, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.5654, top5_acc: 0.7803, loss_cls: 1.8880, loss: 1.8880, grad_norm: 3.2340 2020-07-25 15:41:29,313 - mmaction - INFO - Epoch [228][340/940] lr: 1.880e-02, eta: 6:01:13, time: 0.653, data_time: 0.003, memory: 9569, top1_acc: 0.5828, top5_acc: 0.7969, loss_cls: 1.7859, loss: 1.7859, grad_norm: 3.1732 2020-07-25 15:41:42,214 - mmaction - INFO - Epoch [228][360/940] lr: 1.880e-02, eta: 6:00:57, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5732, top5_acc: 0.7822, loss_cls: 1.8515, loss: 1.8515, grad_norm: 3.2262 2020-07-25 15:41:55,099 - mmaction - INFO - Epoch [228][380/940] lr: 1.880e-02, eta: 6:00:40, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5844, top5_acc: 0.7922, loss_cls: 1.7981, loss: 1.7981, grad_norm: 3.1511 2020-07-25 15:42:08,121 - mmaction - INFO - Epoch [228][400/940] lr: 1.880e-02, eta: 6:00:23, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.5707, top5_acc: 0.7824, loss_cls: 1.8326, loss: 1.8326, grad_norm: 3.1765 2020-07-25 15:42:21,066 - mmaction - INFO - Epoch [228][420/940] lr: 1.880e-02, eta: 6:00:06, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.5686, top5_acc: 0.7883, loss_cls: 1.8484, loss: 1.8484, grad_norm: 3.2085 2020-07-25 15:42:34,012 - mmaction - INFO - Epoch [228][440/940] lr: 1.880e-02, eta: 5:59:50, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5818, top5_acc: 0.7893, loss_cls: 1.7993, loss: 1.7993, grad_norm: 3.1549 2020-07-25 15:42:46,940 - mmaction - INFO - Epoch [228][460/940] lr: 1.880e-02, eta: 5:59:33, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5838, top5_acc: 0.7918, loss_cls: 1.7981, loss: 1.7981, grad_norm: 3.1898 2020-07-25 15:43:00,037 - mmaction - INFO - Epoch [228][480/940] lr: 1.880e-02, eta: 5:59:16, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.5758, top5_acc: 0.7918, loss_cls: 1.8164, loss: 1.8164, grad_norm: 3.2004 2020-07-25 15:43:13,151 - mmaction - INFO - Epoch [228][500/940] lr: 1.880e-02, eta: 5:58:59, time: 0.656, data_time: 0.004, memory: 9569, top1_acc: 0.5830, top5_acc: 0.7926, loss_cls: 1.8012, loss: 1.8012, grad_norm: 3.1324 2020-07-25 15:43:26,090 - mmaction - INFO - Epoch [228][520/940] lr: 1.880e-02, eta: 5:58:43, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5689, top5_acc: 0.7879, loss_cls: 1.8306, loss: 1.8306, grad_norm: 3.2113 2020-07-25 15:43:39,373 - mmaction - INFO - Epoch [228][540/940] lr: 1.880e-02, eta: 5:58:26, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.5813, top5_acc: 0.7957, loss_cls: 1.8018, loss: 1.8018, grad_norm: 3.1272 2020-07-25 15:43:52,785 - mmaction - INFO - Epoch [228][560/940] lr: 1.880e-02, eta: 5:58:09, time: 0.670, data_time: 0.004, memory: 9569, top1_acc: 0.5660, top5_acc: 0.7768, loss_cls: 1.8647, loss: 1.8647, grad_norm: 3.1993 2020-07-25 15:44:05,696 - mmaction - INFO - Epoch [228][580/940] lr: 1.880e-02, eta: 5:57:53, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5699, top5_acc: 0.7801, loss_cls: 1.8534, loss: 1.8534, grad_norm: 3.2045 2020-07-25 15:44:18,719 - mmaction - INFO - Epoch [228][600/940] lr: 1.880e-02, eta: 5:57:36, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.5807, top5_acc: 0.7949, loss_cls: 1.8104, loss: 1.8104, grad_norm: 3.1915 2020-07-25 15:44:31,612 - mmaction - INFO - Epoch [228][620/940] lr: 1.880e-02, eta: 5:57:19, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5910, top5_acc: 0.7973, loss_cls: 1.7542, loss: 1.7542, grad_norm: 3.0747 2020-07-25 15:44:44,482 - mmaction - INFO - Epoch [228][640/940] lr: 1.880e-02, eta: 5:57:02, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5773, top5_acc: 0.7939, loss_cls: 1.7923, loss: 1.7923, grad_norm: 3.2133 2020-07-25 15:44:57,357 - mmaction - INFO - Epoch [228][660/940] lr: 1.880e-02, eta: 5:56:46, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5865, top5_acc: 0.8012, loss_cls: 1.7582, loss: 1.7582, grad_norm: 3.1526 2020-07-25 15:45:10,412 - mmaction - INFO - Epoch [228][680/940] lr: 1.880e-02, eta: 5:56:29, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.5762, top5_acc: 0.7955, loss_cls: 1.8077, loss: 1.8077, grad_norm: 3.1899 2020-07-25 15:45:23,461 - mmaction - INFO - Epoch [228][700/940] lr: 1.880e-02, eta: 5:56:12, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.5785, top5_acc: 0.7957, loss_cls: 1.7946, loss: 1.7946, grad_norm: 3.1908 2020-07-25 15:45:37,065 - mmaction - INFO - Epoch [228][720/940] lr: 1.880e-02, eta: 5:55:55, time: 0.680, data_time: 0.019, memory: 9569, top1_acc: 0.5855, top5_acc: 0.7941, loss_cls: 1.7646, loss: 1.7646, grad_norm: 3.0861 2020-07-25 15:45:50,748 - mmaction - INFO - Epoch [228][740/940] lr: 1.880e-02, eta: 5:55:39, time: 0.682, data_time: 0.001, memory: 9569, top1_acc: 0.5766, top5_acc: 0.7891, loss_cls: 1.8108, loss: 1.8108, grad_norm: 3.1544 2020-07-25 15:46:03,691 - mmaction - INFO - Epoch [228][760/940] lr: 1.880e-02, eta: 5:55:22, time: 0.649, data_time: 0.004, memory: 9569, top1_acc: 0.5779, top5_acc: 0.7912, loss_cls: 1.8230, loss: 1.8230, grad_norm: 3.2310 2020-07-25 15:46:16,724 - mmaction - INFO - Epoch [228][780/940] lr: 1.880e-02, eta: 5:55:05, time: 0.652, data_time: 0.006, memory: 9569, top1_acc: 0.5672, top5_acc: 0.7775, loss_cls: 1.8650, loss: 1.8650, grad_norm: 3.2050 2020-07-25 15:46:29,644 - mmaction - INFO - Epoch [228][800/940] lr: 1.880e-02, eta: 5:54:49, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5801, top5_acc: 0.7873, loss_cls: 1.8287, loss: 1.8287, grad_norm: 3.1313 2020-07-25 15:46:42,567 - mmaction - INFO - Epoch [228][820/940] lr: 1.880e-02, eta: 5:54:32, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5662, top5_acc: 0.7873, loss_cls: 1.8369, loss: 1.8369, grad_norm: 3.1761 2020-07-25 15:46:55,462 - mmaction - INFO - Epoch [228][840/940] lr: 1.880e-02, eta: 5:54:15, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5797, top5_acc: 0.7924, loss_cls: 1.8139, loss: 1.8139, grad_norm: 3.1933 2020-07-25 15:47:08,386 - mmaction - INFO - Epoch [228][860/940] lr: 1.880e-02, eta: 5:53:58, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5854, top5_acc: 0.7996, loss_cls: 1.7725, loss: 1.7725, grad_norm: 3.1556 2020-07-25 15:47:21,272 - mmaction - INFO - Epoch [228][880/940] lr: 1.880e-02, eta: 5:53:42, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5646, top5_acc: 0.7854, loss_cls: 1.8474, loss: 1.8474, grad_norm: 3.1667 2020-07-25 15:47:34,180 - mmaction - INFO - Epoch [228][900/940] lr: 1.880e-02, eta: 5:53:25, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5654, top5_acc: 0.7957, loss_cls: 1.8313, loss: 1.8313, grad_norm: 3.1839 2020-07-25 15:47:47,093 - mmaction - INFO - Epoch [228][920/940] lr: 1.880e-02, eta: 5:53:08, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5670, top5_acc: 0.7910, loss_cls: 1.8466, loss: 1.8466, grad_norm: 3.2101 2020-07-25 15:47:59,327 - mmaction - INFO - Epoch [228][940/940] lr: 1.880e-02, eta: 5:52:51, time: 0.611, data_time: 0.002, memory: 9569, top1_acc: 0.5733, top5_acc: 0.7908, loss_cls: 1.8241, loss: 1.8241, grad_norm: 3.1903 2020-07-25 15:48:04,784 - mmaction - INFO - Saving checkpoint at 228 epochs 2020-07-25 15:50:10,866 - mmaction - INFO - Epoch [229][20/940] lr: 1.754e-02, eta: 5:52:58, time: 6.255, data_time: 5.075, memory: 9569, top1_acc: 0.5859, top5_acc: 0.8041, loss_cls: 1.7633, loss: 1.7633, grad_norm: 3.1172 2020-07-25 15:50:23,621 - mmaction - INFO - Epoch [229][40/940] lr: 1.754e-02, eta: 5:52:41, time: 0.637, data_time: 0.001, memory: 9569, top1_acc: 0.5807, top5_acc: 0.7918, loss_cls: 1.7813, loss: 1.7813, grad_norm: 3.1721 2020-07-25 15:50:36,600 - mmaction - INFO - Epoch [229][60/940] lr: 1.754e-02, eta: 5:52:24, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5842, top5_acc: 0.7951, loss_cls: 1.7677, loss: 1.7677, grad_norm: 3.1390 2020-07-25 15:50:49,436 - mmaction - INFO - Epoch [229][80/940] lr: 1.754e-02, eta: 5:52:07, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.5764, top5_acc: 0.7924, loss_cls: 1.8114, loss: 1.8114, grad_norm: 3.1662 2020-07-25 15:51:02,280 - mmaction - INFO - Epoch [229][100/940] lr: 1.754e-02, eta: 5:51:50, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5947, top5_acc: 0.7924, loss_cls: 1.7654, loss: 1.7654, grad_norm: 3.1154 2020-07-25 15:51:15,203 - mmaction - INFO - Epoch [229][120/940] lr: 1.754e-02, eta: 5:51:34, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5857, top5_acc: 0.7965, loss_cls: 1.7458, loss: 1.7458, grad_norm: 3.1227 2020-07-25 15:51:28,097 - mmaction - INFO - Epoch [229][140/940] lr: 1.754e-02, eta: 5:51:17, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5885, top5_acc: 0.8021, loss_cls: 1.7624, loss: 1.7624, grad_norm: 3.1335 2020-07-25 15:51:41,020 - mmaction - INFO - Epoch [229][160/940] lr: 1.754e-02, eta: 5:51:00, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5893, top5_acc: 0.8057, loss_cls: 1.7414, loss: 1.7414, grad_norm: 3.1887 2020-07-25 15:51:54,419 - mmaction - INFO - Epoch [229][180/940] lr: 1.754e-02, eta: 5:50:44, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.5811, top5_acc: 0.7926, loss_cls: 1.7956, loss: 1.7956, grad_norm: 3.1773 2020-07-25 15:52:07,868 - mmaction - INFO - Epoch [229][200/940] lr: 1.754e-02, eta: 5:50:27, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.5867, top5_acc: 0.7934, loss_cls: 1.7809, loss: 1.7809, grad_norm: 3.1896 2020-07-25 15:52:20,831 - mmaction - INFO - Epoch [229][220/940] lr: 1.754e-02, eta: 5:50:10, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5857, top5_acc: 0.7980, loss_cls: 1.7731, loss: 1.7731, grad_norm: 3.1981 2020-07-25 15:52:34,228 - mmaction - INFO - Epoch [229][240/940] lr: 1.754e-02, eta: 5:49:54, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.5838, top5_acc: 0.7900, loss_cls: 1.7893, loss: 1.7893, grad_norm: 3.1758 2020-07-25 15:52:47,193 - mmaction - INFO - Epoch [229][260/940] lr: 1.754e-02, eta: 5:49:37, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.5883, top5_acc: 0.7959, loss_cls: 1.7350, loss: 1.7350, grad_norm: 3.1452 2020-07-25 15:53:00,134 - mmaction - INFO - Epoch [229][280/940] lr: 1.754e-02, eta: 5:49:20, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5938, top5_acc: 0.7998, loss_cls: 1.7375, loss: 1.7375, grad_norm: 3.1811 2020-07-25 15:53:13,128 - mmaction - INFO - Epoch [229][300/940] lr: 1.754e-02, eta: 5:49:03, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.5658, top5_acc: 0.7887, loss_cls: 1.8351, loss: 1.8351, grad_norm: 3.1848 2020-07-25 15:53:26,055 - mmaction - INFO - Epoch [229][320/940] lr: 1.754e-02, eta: 5:48:47, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5777, top5_acc: 0.7955, loss_cls: 1.8101, loss: 1.8101, grad_norm: 3.2258 2020-07-25 15:53:38,965 - mmaction - INFO - Epoch [229][340/940] lr: 1.754e-02, eta: 5:48:30, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5965, top5_acc: 0.8016, loss_cls: 1.7288, loss: 1.7288, grad_norm: 3.1719 2020-07-25 15:53:51,838 - mmaction - INFO - Epoch [229][360/940] lr: 1.754e-02, eta: 5:48:13, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5813, top5_acc: 0.7967, loss_cls: 1.7825, loss: 1.7825, grad_norm: 3.2190 2020-07-25 15:54:04,896 - mmaction - INFO - Epoch [229][380/940] lr: 1.754e-02, eta: 5:47:56, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.5889, top5_acc: 0.8041, loss_cls: 1.7427, loss: 1.7427, grad_norm: 3.1427 2020-07-25 15:54:17,778 - mmaction - INFO - Epoch [229][400/940] lr: 1.754e-02, eta: 5:47:40, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5910, top5_acc: 0.8057, loss_cls: 1.7314, loss: 1.7314, grad_norm: 3.1593 2020-07-25 15:54:30,667 - mmaction - INFO - Epoch [229][420/940] lr: 1.754e-02, eta: 5:47:23, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5768, top5_acc: 0.7957, loss_cls: 1.7828, loss: 1.7828, grad_norm: 3.1999 2020-07-25 15:54:43,553 - mmaction - INFO - Epoch [229][440/940] lr: 1.754e-02, eta: 5:47:06, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5795, top5_acc: 0.7936, loss_cls: 1.7914, loss: 1.7914, grad_norm: 3.2055 2020-07-25 15:54:56,606 - mmaction - INFO - Epoch [229][460/940] lr: 1.754e-02, eta: 5:46:49, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.5777, top5_acc: 0.7859, loss_cls: 1.8065, loss: 1.8065, grad_norm: 3.1788 2020-07-25 15:55:09,534 - mmaction - INFO - Epoch [229][480/940] lr: 1.754e-02, eta: 5:46:33, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5875, top5_acc: 0.7961, loss_cls: 1.7772, loss: 1.7772, grad_norm: 3.1694 2020-07-25 15:55:22,440 - mmaction - INFO - Epoch [229][500/940] lr: 1.754e-02, eta: 5:46:16, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5723, top5_acc: 0.7887, loss_cls: 1.8117, loss: 1.8117, grad_norm: 3.2098 2020-07-25 15:55:35,335 - mmaction - INFO - Epoch [229][520/940] lr: 1.754e-02, eta: 5:45:59, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5844, top5_acc: 0.7957, loss_cls: 1.8024, loss: 1.8024, grad_norm: 3.2445 2020-07-25 15:55:48,292 - mmaction - INFO - Epoch [229][540/940] lr: 1.754e-02, eta: 5:45:43, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.5799, top5_acc: 0.7881, loss_cls: 1.8175, loss: 1.8175, grad_norm: 3.2475 2020-07-25 15:56:01,211 - mmaction - INFO - Epoch [229][560/940] lr: 1.754e-02, eta: 5:45:26, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5855, top5_acc: 0.7977, loss_cls: 1.7883, loss: 1.7883, grad_norm: 3.2387 2020-07-25 15:56:14,109 - mmaction - INFO - Epoch [229][580/940] lr: 1.754e-02, eta: 5:45:09, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5863, top5_acc: 0.7939, loss_cls: 1.7676, loss: 1.7676, grad_norm: 3.1795 2020-07-25 15:56:27,041 - mmaction - INFO - Epoch [229][600/940] lr: 1.754e-02, eta: 5:44:52, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5842, top5_acc: 0.7939, loss_cls: 1.7807, loss: 1.7807, grad_norm: 3.2281 2020-07-25 15:56:40,221 - mmaction - INFO - Epoch [229][620/940] lr: 1.754e-02, eta: 5:44:36, time: 0.659, data_time: 0.005, memory: 9569, top1_acc: 0.5826, top5_acc: 0.7988, loss_cls: 1.7834, loss: 1.7834, grad_norm: 3.1865 2020-07-25 15:56:53,179 - mmaction - INFO - Epoch [229][640/940] lr: 1.754e-02, eta: 5:44:19, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5795, top5_acc: 0.7947, loss_cls: 1.8037, loss: 1.8037, grad_norm: 3.2290 2020-07-25 15:57:06,114 - mmaction - INFO - Epoch [229][660/940] lr: 1.754e-02, eta: 5:44:02, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5748, top5_acc: 0.7865, loss_cls: 1.7959, loss: 1.7959, grad_norm: 3.2059 2020-07-25 15:57:19,128 - mmaction - INFO - Epoch [229][680/940] lr: 1.754e-02, eta: 5:43:46, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.5793, top5_acc: 0.7947, loss_cls: 1.7909, loss: 1.7909, grad_norm: 3.2285 2020-07-25 15:57:32,067 - mmaction - INFO - Epoch [229][700/940] lr: 1.754e-02, eta: 5:43:29, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5896, top5_acc: 0.7975, loss_cls: 1.7609, loss: 1.7609, grad_norm: 3.1798 2020-07-25 15:57:44,946 - mmaction - INFO - Epoch [229][720/940] lr: 1.754e-02, eta: 5:43:12, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5881, top5_acc: 0.7910, loss_cls: 1.7924, loss: 1.7924, grad_norm: 3.2241 2020-07-25 15:57:57,826 - mmaction - INFO - Epoch [229][740/940] lr: 1.754e-02, eta: 5:42:55, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5826, top5_acc: 0.7949, loss_cls: 1.7875, loss: 1.7875, grad_norm: 3.2259 2020-07-25 15:58:10,714 - mmaction - INFO - Epoch [229][760/940] lr: 1.754e-02, eta: 5:42:39, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5789, top5_acc: 0.7977, loss_cls: 1.7687, loss: 1.7687, grad_norm: 3.2412 2020-07-25 15:58:23,647 - mmaction - INFO - Epoch [229][780/940] lr: 1.754e-02, eta: 5:42:22, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5822, top5_acc: 0.7910, loss_cls: 1.7901, loss: 1.7901, grad_norm: 3.2864 2020-07-25 15:58:36,571 - mmaction - INFO - Epoch [229][800/940] lr: 1.754e-02, eta: 5:42:05, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5793, top5_acc: 0.7979, loss_cls: 1.7993, loss: 1.7993, grad_norm: 3.2437 2020-07-25 15:58:49,472 - mmaction - INFO - Epoch [229][820/940] lr: 1.754e-02, eta: 5:41:48, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5883, top5_acc: 0.7977, loss_cls: 1.7424, loss: 1.7424, grad_norm: 3.2130 2020-07-25 15:59:02,394 - mmaction - INFO - Epoch [229][840/940] lr: 1.754e-02, eta: 5:41:32, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5943, top5_acc: 0.8025, loss_cls: 1.7336, loss: 1.7336, grad_norm: 3.2135 2020-07-25 15:59:15,313 - mmaction - INFO - Epoch [229][860/940] lr: 1.754e-02, eta: 5:41:15, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5729, top5_acc: 0.7887, loss_cls: 1.8193, loss: 1.8193, grad_norm: 3.2421 2020-07-25 15:59:28,226 - mmaction - INFO - Epoch [229][880/940] lr: 1.754e-02, eta: 5:40:58, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5783, top5_acc: 0.7959, loss_cls: 1.7798, loss: 1.7798, grad_norm: 3.2301 2020-07-25 15:59:41,127 - mmaction - INFO - Epoch [229][900/940] lr: 1.754e-02, eta: 5:40:42, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5695, top5_acc: 0.7805, loss_cls: 1.8584, loss: 1.8584, grad_norm: 3.2064 2020-07-25 15:59:54,037 - mmaction - INFO - Epoch [229][920/940] lr: 1.754e-02, eta: 5:40:25, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5814, top5_acc: 0.7871, loss_cls: 1.8093, loss: 1.8093, grad_norm: 3.1769 2020-07-25 16:00:11,633 - mmaction - INFO - Epoch [229][940/940] lr: 1.754e-02, eta: 5:40:09, time: 0.868, data_time: 0.002, memory: 9569, top1_acc: 0.5743, top5_acc: 0.7849, loss_cls: 1.8426, loss: 1.8426, grad_norm: 3.3058 2020-07-25 16:02:35,174 - mmaction - INFO - Epoch [230][20/940] lr: 1.632e-02, eta: 5:40:16, time: 6.740, data_time: 6.057, memory: 9569, top1_acc: 0.5887, top5_acc: 0.8027, loss_cls: 1.7425, loss: 1.7425, grad_norm: 3.1666 2020-07-25 16:02:48,012 - mmaction - INFO - Epoch [230][40/940] lr: 1.632e-02, eta: 5:40:00, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.5908, top5_acc: 0.8082, loss_cls: 1.7206, loss: 1.7206, grad_norm: 3.1879 2020-07-25 16:03:01,271 - mmaction - INFO - Epoch [230][60/940] lr: 1.632e-02, eta: 5:39:43, time: 0.661, data_time: 0.001, memory: 9569, top1_acc: 0.5889, top5_acc: 0.8041, loss_cls: 1.7327, loss: 1.7327, grad_norm: 3.2747 2020-07-25 16:03:14,197 - mmaction - INFO - Epoch [230][80/940] lr: 1.632e-02, eta: 5:39:26, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.5750, top5_acc: 0.7885, loss_cls: 1.8049, loss: 1.8049, grad_norm: 3.2765 2020-07-25 16:03:27,170 - mmaction - INFO - Epoch [230][100/940] lr: 1.632e-02, eta: 5:39:10, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.5844, top5_acc: 0.8031, loss_cls: 1.7704, loss: 1.7704, grad_norm: 3.2101 2020-07-25 16:03:40,135 - mmaction - INFO - Epoch [230][120/940] lr: 1.632e-02, eta: 5:38:53, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5777, top5_acc: 0.7895, loss_cls: 1.8051, loss: 1.8051, grad_norm: 3.2315 2020-07-25 16:03:53,032 - mmaction - INFO - Epoch [230][140/940] lr: 1.632e-02, eta: 5:38:36, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5832, top5_acc: 0.7922, loss_cls: 1.7625, loss: 1.7625, grad_norm: 3.1610 2020-07-25 16:04:05,980 - mmaction - INFO - Epoch [230][160/940] lr: 1.632e-02, eta: 5:38:19, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.5949, top5_acc: 0.8037, loss_cls: 1.7303, loss: 1.7303, grad_norm: 3.1652 2020-07-25 16:04:18,915 - mmaction - INFO - Epoch [230][180/940] lr: 1.632e-02, eta: 5:38:03, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5943, top5_acc: 0.7990, loss_cls: 1.7415, loss: 1.7415, grad_norm: 3.2043 2020-07-25 16:04:31,932 - mmaction - INFO - Epoch [230][200/940] lr: 1.632e-02, eta: 5:37:46, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.5824, top5_acc: 0.7955, loss_cls: 1.8005, loss: 1.8005, grad_norm: 3.2573 2020-07-25 16:04:44,835 - mmaction - INFO - Epoch [230][220/940] lr: 1.632e-02, eta: 5:37:29, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.5904, top5_acc: 0.7979, loss_cls: 1.7387, loss: 1.7387, grad_norm: 3.2045 2020-07-25 16:04:57,763 - mmaction - INFO - Epoch [230][240/940] lr: 1.632e-02, eta: 5:37:13, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.5922, top5_acc: 0.7926, loss_cls: 1.7559, loss: 1.7559, grad_norm: 3.2018 2020-07-25 16:05:10,595 - mmaction - INFO - Epoch [230][260/940] lr: 1.632e-02, eta: 5:36:56, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.5902, top5_acc: 0.8041, loss_cls: 1.7323, loss: 1.7323, grad_norm: 3.2104 2020-07-25 16:05:23,634 - mmaction - INFO - Epoch [230][280/940] lr: 1.632e-02, eta: 5:36:39, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.6039, top5_acc: 0.7994, loss_cls: 1.7317, loss: 1.7317, grad_norm: 3.2048 2020-07-25 16:05:36,547 - mmaction - INFO - Epoch [230][300/940] lr: 1.632e-02, eta: 5:36:22, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5873, top5_acc: 0.8053, loss_cls: 1.7461, loss: 1.7461, grad_norm: 3.2172 2020-07-25 16:05:49,481 - mmaction - INFO - Epoch [230][320/940] lr: 1.632e-02, eta: 5:36:06, time: 0.647, data_time: 0.004, memory: 9569, top1_acc: 0.5988, top5_acc: 0.8072, loss_cls: 1.6884, loss: 1.6884, grad_norm: 3.1643 2020-07-25 16:06:02,365 - mmaction - INFO - Epoch [230][340/940] lr: 1.632e-02, eta: 5:35:49, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5857, top5_acc: 0.7998, loss_cls: 1.7459, loss: 1.7459, grad_norm: 3.2351 2020-07-25 16:06:15,302 - mmaction - INFO - Epoch [230][360/940] lr: 1.632e-02, eta: 5:35:32, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5818, top5_acc: 0.7898, loss_cls: 1.7700, loss: 1.7700, grad_norm: 3.2767 2020-07-25 16:06:28,213 - mmaction - INFO - Epoch [230][380/940] lr: 1.632e-02, eta: 5:35:16, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6086, top5_acc: 0.8158, loss_cls: 1.6754, loss: 1.6754, grad_norm: 3.1862 2020-07-25 16:06:41,114 - mmaction - INFO - Epoch [230][400/940] lr: 1.632e-02, eta: 5:34:59, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.5900, top5_acc: 0.7902, loss_cls: 1.7697, loss: 1.7697, grad_norm: 3.2397 2020-07-25 16:06:54,050 - mmaction - INFO - Epoch [230][420/940] lr: 1.632e-02, eta: 5:34:42, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5910, top5_acc: 0.7971, loss_cls: 1.7666, loss: 1.7666, grad_norm: 3.2439 2020-07-25 16:07:06,989 - mmaction - INFO - Epoch [230][440/940] lr: 1.632e-02, eta: 5:34:25, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5789, top5_acc: 0.7871, loss_cls: 1.8123, loss: 1.8123, grad_norm: 3.3032 2020-07-25 16:07:19,929 - mmaction - INFO - Epoch [230][460/940] lr: 1.632e-02, eta: 5:34:09, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5871, top5_acc: 0.8039, loss_cls: 1.7566, loss: 1.7566, grad_norm: 3.2557 2020-07-25 16:07:33,379 - mmaction - INFO - Epoch [230][480/940] lr: 1.632e-02, eta: 5:33:52, time: 0.672, data_time: 0.003, memory: 9569, top1_acc: 0.5717, top5_acc: 0.7941, loss_cls: 1.8265, loss: 1.8265, grad_norm: 3.2785 2020-07-25 16:07:46,294 - mmaction - INFO - Epoch [230][500/940] lr: 1.632e-02, eta: 5:33:35, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5709, top5_acc: 0.7988, loss_cls: 1.7956, loss: 1.7956, grad_norm: 3.3106 2020-07-25 16:07:59,242 - mmaction - INFO - Epoch [230][520/940] lr: 1.632e-02, eta: 5:33:19, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5918, top5_acc: 0.7934, loss_cls: 1.7676, loss: 1.7676, grad_norm: 3.2501 2020-07-25 16:08:12,201 - mmaction - INFO - Epoch [230][540/940] lr: 1.632e-02, eta: 5:33:02, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5861, top5_acc: 0.8061, loss_cls: 1.7426, loss: 1.7426, grad_norm: 3.2195 2020-07-25 16:08:25,124 - mmaction - INFO - Epoch [230][560/940] lr: 1.632e-02, eta: 5:32:45, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5855, top5_acc: 0.8004, loss_cls: 1.7301, loss: 1.7301, grad_norm: 3.1745 2020-07-25 16:08:38,061 - mmaction - INFO - Epoch [230][580/940] lr: 1.632e-02, eta: 5:32:29, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5857, top5_acc: 0.7980, loss_cls: 1.7667, loss: 1.7667, grad_norm: 3.2307 2020-07-25 16:08:50,978 - mmaction - INFO - Epoch [230][600/940] lr: 1.632e-02, eta: 5:32:12, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5904, top5_acc: 0.8012, loss_cls: 1.7382, loss: 1.7382, grad_norm: 3.1819 2020-07-25 16:09:03,975 - mmaction - INFO - Epoch [230][620/940] lr: 1.632e-02, eta: 5:31:55, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.5834, top5_acc: 0.7932, loss_cls: 1.7623, loss: 1.7623, grad_norm: 3.2941 2020-07-25 16:09:17,004 - mmaction - INFO - Epoch [230][640/940] lr: 1.632e-02, eta: 5:31:39, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.5936, top5_acc: 0.8090, loss_cls: 1.7004, loss: 1.7004, grad_norm: 3.2590 2020-07-25 16:09:29,919 - mmaction - INFO - Epoch [230][660/940] lr: 1.632e-02, eta: 5:31:22, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5797, top5_acc: 0.8012, loss_cls: 1.7754, loss: 1.7754, grad_norm: 3.2945 2020-07-25 16:09:42,798 - mmaction - INFO - Epoch [230][680/940] lr: 1.632e-02, eta: 5:31:05, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5898, top5_acc: 0.7900, loss_cls: 1.7833, loss: 1.7833, grad_norm: 3.2940 2020-07-25 16:09:55,891 - mmaction - INFO - Epoch [230][700/940] lr: 1.632e-02, eta: 5:30:49, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.5822, top5_acc: 0.7982, loss_cls: 1.7823, loss: 1.7823, grad_norm: 3.3090 2020-07-25 16:10:08,953 - mmaction - INFO - Epoch [230][720/940] lr: 1.632e-02, eta: 5:30:32, time: 0.654, data_time: 0.003, memory: 9569, top1_acc: 0.5893, top5_acc: 0.7961, loss_cls: 1.7523, loss: 1.7523, grad_norm: 3.2315 2020-07-25 16:10:22,246 - mmaction - INFO - Epoch [230][740/940] lr: 1.632e-02, eta: 5:30:15, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.5867, top5_acc: 0.7986, loss_cls: 1.7519, loss: 1.7519, grad_norm: 3.2638 2020-07-25 16:10:35,274 - mmaction - INFO - Epoch [230][760/940] lr: 1.632e-02, eta: 5:29:59, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.5857, top5_acc: 0.7914, loss_cls: 1.7619, loss: 1.7619, grad_norm: 3.2703 2020-07-25 16:10:48,245 - mmaction - INFO - Epoch [230][780/940] lr: 1.632e-02, eta: 5:29:42, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5826, top5_acc: 0.8045, loss_cls: 1.7557, loss: 1.7557, grad_norm: 3.3112 2020-07-25 16:11:01,125 - mmaction - INFO - Epoch [230][800/940] lr: 1.632e-02, eta: 5:29:25, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5750, top5_acc: 0.7984, loss_cls: 1.7922, loss: 1.7922, grad_norm: 3.3221 2020-07-25 16:11:14,034 - mmaction - INFO - Epoch [230][820/940] lr: 1.632e-02, eta: 5:29:09, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5922, top5_acc: 0.7936, loss_cls: 1.7578, loss: 1.7578, grad_norm: 3.2405 2020-07-25 16:11:26,941 - mmaction - INFO - Epoch [230][840/940] lr: 1.632e-02, eta: 5:28:52, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5865, top5_acc: 0.7920, loss_cls: 1.7644, loss: 1.7644, grad_norm: 3.2315 2020-07-25 16:11:39,920 - mmaction - INFO - Epoch [230][860/940] lr: 1.632e-02, eta: 5:28:35, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5873, top5_acc: 0.7963, loss_cls: 1.7853, loss: 1.7853, grad_norm: 3.2623 2020-07-25 16:11:52,942 - mmaction - INFO - Epoch [230][880/940] lr: 1.632e-02, eta: 5:28:19, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.5775, top5_acc: 0.7928, loss_cls: 1.7941, loss: 1.7941, grad_norm: 3.3322 2020-07-25 16:12:05,828 - mmaction - INFO - Epoch [230][900/940] lr: 1.632e-02, eta: 5:28:02, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5855, top5_acc: 0.8025, loss_cls: 1.7450, loss: 1.7450, grad_norm: 3.2720 2020-07-25 16:12:18,799 - mmaction - INFO - Epoch [230][920/940] lr: 1.632e-02, eta: 5:27:45, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5801, top5_acc: 0.7885, loss_cls: 1.8153, loss: 1.8153, grad_norm: 3.2829 2020-07-25 16:12:31,061 - mmaction - INFO - Epoch [230][940/940] lr: 1.632e-02, eta: 5:27:28, time: 0.612, data_time: 0.001, memory: 9569, top1_acc: 0.5741, top5_acc: 0.7934, loss_cls: 1.8091, loss: 1.8091, grad_norm: 3.3076 2020-07-25 16:14:48,015 - mmaction - INFO - Epoch [231][20/940] lr: 1.514e-02, eta: 5:27:34, time: 6.685, data_time: 5.635, memory: 9569, top1_acc: 0.5916, top5_acc: 0.8072, loss_cls: 1.7063, loss: 1.7063, grad_norm: 3.2544 2020-07-25 16:15:01,033 - mmaction - INFO - Epoch [231][40/940] lr: 1.514e-02, eta: 5:27:18, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.5850, top5_acc: 0.8119, loss_cls: 1.7004, loss: 1.7004, grad_norm: 3.2351 2020-07-25 16:15:13,886 - mmaction - INFO - Epoch [231][60/940] lr: 1.514e-02, eta: 5:27:01, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.6055, top5_acc: 0.8070, loss_cls: 1.6950, loss: 1.6950, grad_norm: 3.2746 2020-07-25 16:15:26,736 - mmaction - INFO - Epoch [231][80/940] lr: 1.514e-02, eta: 5:26:44, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.5852, top5_acc: 0.7939, loss_cls: 1.7546, loss: 1.7546, grad_norm: 3.2474 2020-07-25 16:15:40,061 - mmaction - INFO - Epoch [231][100/940] lr: 1.514e-02, eta: 5:26:28, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.5779, top5_acc: 0.7945, loss_cls: 1.7928, loss: 1.7928, grad_norm: 3.3616 2020-07-25 16:15:53,532 - mmaction - INFO - Epoch [231][120/940] lr: 1.514e-02, eta: 5:26:11, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.5928, top5_acc: 0.8047, loss_cls: 1.7459, loss: 1.7459, grad_norm: 3.3035 2020-07-25 16:16:07,146 - mmaction - INFO - Epoch [231][140/940] lr: 1.514e-02, eta: 5:25:55, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.5902, top5_acc: 0.7971, loss_cls: 1.7475, loss: 1.7475, grad_norm: 3.2490 2020-07-25 16:16:20,382 - mmaction - INFO - Epoch [231][160/940] lr: 1.514e-02, eta: 5:25:38, time: 0.662, data_time: 0.003, memory: 9569, top1_acc: 0.6029, top5_acc: 0.8133, loss_cls: 1.6818, loss: 1.6818, grad_norm: 3.2594 2020-07-25 16:16:33,511 - mmaction - INFO - Epoch [231][180/940] lr: 1.514e-02, eta: 5:25:21, time: 0.657, data_time: 0.002, memory: 9569, top1_acc: 0.5979, top5_acc: 0.8045, loss_cls: 1.7057, loss: 1.7057, grad_norm: 3.2500 2020-07-25 16:16:46,444 - mmaction - INFO - Epoch [231][200/940] lr: 1.514e-02, eta: 5:25:05, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5873, top5_acc: 0.7959, loss_cls: 1.7662, loss: 1.7662, grad_norm: 3.3401 2020-07-25 16:16:59,809 - mmaction - INFO - Epoch [231][220/940] lr: 1.514e-02, eta: 5:24:48, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.5916, top5_acc: 0.8006, loss_cls: 1.7439, loss: 1.7439, grad_norm: 3.3076 2020-07-25 16:17:12,934 - mmaction - INFO - Epoch [231][240/940] lr: 1.514e-02, eta: 5:24:31, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.5979, top5_acc: 0.8018, loss_cls: 1.7322, loss: 1.7322, grad_norm: 3.3046 2020-07-25 16:17:25,820 - mmaction - INFO - Epoch [231][260/940] lr: 1.514e-02, eta: 5:24:15, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5920, top5_acc: 0.8031, loss_cls: 1.7614, loss: 1.7614, grad_norm: 3.3395 2020-07-25 16:17:38,857 - mmaction - INFO - Epoch [231][280/940] lr: 1.514e-02, eta: 5:23:58, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.6033, top5_acc: 0.8064, loss_cls: 1.7008, loss: 1.7008, grad_norm: 3.3157 2020-07-25 16:17:52,089 - mmaction - INFO - Epoch [231][300/940] lr: 1.514e-02, eta: 5:23:41, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.5953, top5_acc: 0.8082, loss_cls: 1.7305, loss: 1.7305, grad_norm: 3.2847 2020-07-25 16:18:04,955 - mmaction - INFO - Epoch [231][320/940] lr: 1.514e-02, eta: 5:23:25, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5934, top5_acc: 0.8100, loss_cls: 1.7050, loss: 1.7050, grad_norm: 3.2753 2020-07-25 16:18:18,673 - mmaction - INFO - Epoch [231][340/940] lr: 1.514e-02, eta: 5:23:08, time: 0.686, data_time: 0.002, memory: 9569, top1_acc: 0.5984, top5_acc: 0.8059, loss_cls: 1.6945, loss: 1.6945, grad_norm: 3.3390 2020-07-25 16:18:32,175 - mmaction - INFO - Epoch [231][360/940] lr: 1.514e-02, eta: 5:22:52, time: 0.674, data_time: 0.010, memory: 9569, top1_acc: 0.5848, top5_acc: 0.7980, loss_cls: 1.7608, loss: 1.7608, grad_norm: 3.3339 2020-07-25 16:18:45,612 - mmaction - INFO - Epoch [231][380/940] lr: 1.514e-02, eta: 5:22:35, time: 0.672, data_time: 0.007, memory: 9569, top1_acc: 0.6008, top5_acc: 0.8066, loss_cls: 1.7205, loss: 1.7205, grad_norm: 3.2442 2020-07-25 16:18:58,831 - mmaction - INFO - Epoch [231][400/940] lr: 1.514e-02, eta: 5:22:18, time: 0.660, data_time: 0.003, memory: 9569, top1_acc: 0.5846, top5_acc: 0.7992, loss_cls: 1.7481, loss: 1.7481, grad_norm: 3.2945 2020-07-25 16:19:12,210 - mmaction - INFO - Epoch [231][420/940] lr: 1.514e-02, eta: 5:22:02, time: 0.670, data_time: 0.013, memory: 9569, top1_acc: 0.6041, top5_acc: 0.8051, loss_cls: 1.7163, loss: 1.7163, grad_norm: 3.2431 2020-07-25 16:19:25,130 - mmaction - INFO - Epoch [231][440/940] lr: 1.514e-02, eta: 5:21:45, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5916, top5_acc: 0.8027, loss_cls: 1.7289, loss: 1.7289, grad_norm: 3.3270 2020-07-25 16:19:38,271 - mmaction - INFO - Epoch [231][460/940] lr: 1.514e-02, eta: 5:21:29, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.6039, top5_acc: 0.8014, loss_cls: 1.7067, loss: 1.7067, grad_norm: 3.3129 2020-07-25 16:19:51,697 - mmaction - INFO - Epoch [231][480/940] lr: 1.514e-02, eta: 5:21:12, time: 0.672, data_time: 0.006, memory: 9569, top1_acc: 0.5811, top5_acc: 0.7896, loss_cls: 1.8033, loss: 1.8033, grad_norm: 3.3284 2020-07-25 16:20:05,038 - mmaction - INFO - Epoch [231][500/940] lr: 1.514e-02, eta: 5:20:55, time: 0.666, data_time: 0.008, memory: 9569, top1_acc: 0.5857, top5_acc: 0.8029, loss_cls: 1.7435, loss: 1.7435, grad_norm: 3.2755 2020-07-25 16:20:19,379 - mmaction - INFO - Epoch [231][520/940] lr: 1.514e-02, eta: 5:20:39, time: 0.718, data_time: 0.011, memory: 9569, top1_acc: 0.5895, top5_acc: 0.7934, loss_cls: 1.7691, loss: 1.7691, grad_norm: 3.3434 2020-07-25 16:20:32,361 - mmaction - INFO - Epoch [231][540/940] lr: 1.514e-02, eta: 5:20:22, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5883, top5_acc: 0.7951, loss_cls: 1.7403, loss: 1.7403, grad_norm: 3.2908 2020-07-25 16:20:45,667 - mmaction - INFO - Epoch [231][560/940] lr: 1.514e-02, eta: 5:20:06, time: 0.667, data_time: 0.003, memory: 9569, top1_acc: 0.5738, top5_acc: 0.7887, loss_cls: 1.8145, loss: 1.8145, grad_norm: 3.3916 2020-07-25 16:20:58,922 - mmaction - INFO - Epoch [231][580/940] lr: 1.514e-02, eta: 5:19:49, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.5904, top5_acc: 0.8051, loss_cls: 1.7380, loss: 1.7380, grad_norm: 3.3115 2020-07-25 16:21:12,250 - mmaction - INFO - Epoch [231][600/940] lr: 1.514e-02, eta: 5:19:33, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.5965, top5_acc: 0.8012, loss_cls: 1.7320, loss: 1.7320, grad_norm: 3.2874 2020-07-25 16:21:26,155 - mmaction - INFO - Epoch [231][620/940] lr: 1.514e-02, eta: 5:19:16, time: 0.695, data_time: 0.014, memory: 9569, top1_acc: 0.5928, top5_acc: 0.8053, loss_cls: 1.7165, loss: 1.7165, grad_norm: 3.3315 2020-07-25 16:21:39,720 - mmaction - INFO - Epoch [231][640/940] lr: 1.514e-02, eta: 5:19:00, time: 0.679, data_time: 0.011, memory: 9569, top1_acc: 0.5844, top5_acc: 0.7945, loss_cls: 1.7741, loss: 1.7741, grad_norm: 3.3136 2020-07-25 16:21:53,655 - mmaction - INFO - Epoch [231][660/940] lr: 1.514e-02, eta: 5:18:43, time: 0.697, data_time: 0.013, memory: 9569, top1_acc: 0.5902, top5_acc: 0.8059, loss_cls: 1.7255, loss: 1.7255, grad_norm: 3.2914 2020-07-25 16:22:07,008 - mmaction - INFO - Epoch [231][680/940] lr: 1.514e-02, eta: 5:18:26, time: 0.667, data_time: 0.011, memory: 9569, top1_acc: 0.5852, top5_acc: 0.7912, loss_cls: 1.7622, loss: 1.7622, grad_norm: 3.3186 2020-07-25 16:22:20,306 - mmaction - INFO - Epoch [231][700/940] lr: 1.514e-02, eta: 5:18:10, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.5859, top5_acc: 0.7842, loss_cls: 1.7908, loss: 1.7908, grad_norm: 3.2870 2020-07-25 16:22:33,678 - mmaction - INFO - Epoch [231][720/940] lr: 1.514e-02, eta: 5:17:53, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.5891, top5_acc: 0.8023, loss_cls: 1.7392, loss: 1.7392, grad_norm: 3.3278 2020-07-25 16:22:46,710 - mmaction - INFO - Epoch [231][740/940] lr: 1.514e-02, eta: 5:17:37, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.5875, top5_acc: 0.7910, loss_cls: 1.7825, loss: 1.7825, grad_norm: 3.3844 2020-07-25 16:22:59,633 - mmaction - INFO - Epoch [231][760/940] lr: 1.514e-02, eta: 5:17:20, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5941, top5_acc: 0.8045, loss_cls: 1.7110, loss: 1.7110, grad_norm: 3.2857 2020-07-25 16:23:12,528 - mmaction - INFO - Epoch [231][780/940] lr: 1.514e-02, eta: 5:17:03, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5875, top5_acc: 0.7967, loss_cls: 1.7443, loss: 1.7443, grad_norm: 3.2884 2020-07-25 16:23:25,437 - mmaction - INFO - Epoch [231][800/940] lr: 1.514e-02, eta: 5:16:47, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5859, top5_acc: 0.8053, loss_cls: 1.7525, loss: 1.7525, grad_norm: 3.3549 2020-07-25 16:23:38,336 - mmaction - INFO - Epoch [231][820/940] lr: 1.514e-02, eta: 5:16:30, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5914, top5_acc: 0.7988, loss_cls: 1.7493, loss: 1.7493, grad_norm: 3.2806 2020-07-25 16:23:51,685 - mmaction - INFO - Epoch [231][840/940] lr: 1.514e-02, eta: 5:16:13, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.5828, top5_acc: 0.7963, loss_cls: 1.7869, loss: 1.7869, grad_norm: 3.3422 2020-07-25 16:24:04,768 - mmaction - INFO - Epoch [231][860/940] lr: 1.514e-02, eta: 5:15:57, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.5945, top5_acc: 0.8004, loss_cls: 1.7374, loss: 1.7374, grad_norm: 3.3301 2020-07-25 16:24:18,156 - mmaction - INFO - Epoch [231][880/940] lr: 1.514e-02, eta: 5:15:40, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.5979, top5_acc: 0.8141, loss_cls: 1.6958, loss: 1.6958, grad_norm: 3.3051 2020-07-25 16:24:31,145 - mmaction - INFO - Epoch [231][900/940] lr: 1.514e-02, eta: 5:15:24, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5926, top5_acc: 0.8053, loss_cls: 1.7210, loss: 1.7210, grad_norm: 3.2985 2020-07-25 16:24:44,139 - mmaction - INFO - Epoch [231][920/940] lr: 1.514e-02, eta: 5:15:07, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.5920, top5_acc: 0.7988, loss_cls: 1.7380, loss: 1.7380, grad_norm: 3.2846 2020-07-25 16:24:56,313 - mmaction - INFO - Epoch [231][940/940] lr: 1.514e-02, eta: 5:14:50, time: 0.609, data_time: 0.001, memory: 9569, top1_acc: 0.6006, top5_acc: 0.8009, loss_cls: 1.7294, loss: 1.7294, grad_norm: 3.3176 2020-07-25 16:27:14,137 - mmaction - INFO - Epoch [232][20/940] lr: 1.401e-02, eta: 5:14:55, time: 6.631, data_time: 5.918, memory: 9569, top1_acc: 0.6006, top5_acc: 0.8139, loss_cls: 1.6916, loss: 1.6916, grad_norm: 3.2714 2020-07-25 16:27:27,654 - mmaction - INFO - Epoch [232][40/940] lr: 1.401e-02, eta: 5:14:39, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.6008, top5_acc: 0.8102, loss_cls: 1.6685, loss: 1.6685, grad_norm: 3.3048 2020-07-25 16:27:40,570 - mmaction - INFO - Epoch [232][60/940] lr: 1.401e-02, eta: 5:14:22, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6033, top5_acc: 0.8133, loss_cls: 1.6910, loss: 1.6910, grad_norm: 3.3617 2020-07-25 16:27:53,437 - mmaction - INFO - Epoch [232][80/940] lr: 1.401e-02, eta: 5:14:05, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.6137, top5_acc: 0.8225, loss_cls: 1.6402, loss: 1.6402, grad_norm: 3.3371 2020-07-25 16:28:06,246 - mmaction - INFO - Epoch [232][100/940] lr: 1.401e-02, eta: 5:13:49, time: 0.639, data_time: 0.001, memory: 9569, top1_acc: 0.5934, top5_acc: 0.8047, loss_cls: 1.7133, loss: 1.7133, grad_norm: 3.3347 2020-07-25 16:28:19,144 - mmaction - INFO - Epoch [232][120/940] lr: 1.401e-02, eta: 5:13:32, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6133, top5_acc: 0.8174, loss_cls: 1.6519, loss: 1.6519, grad_norm: 3.3031 2020-07-25 16:28:32,188 - mmaction - INFO - Epoch [232][140/940] lr: 1.401e-02, eta: 5:13:15, time: 0.653, data_time: 0.009, memory: 9569, top1_acc: 0.5836, top5_acc: 0.7945, loss_cls: 1.7608, loss: 1.7608, grad_norm: 3.4141 2020-07-25 16:28:45,176 - mmaction - INFO - Epoch [232][160/940] lr: 1.401e-02, eta: 5:12:59, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5934, top5_acc: 0.8053, loss_cls: 1.7016, loss: 1.7016, grad_norm: 3.3332 2020-07-25 16:28:58,390 - mmaction - INFO - Epoch [232][180/940] lr: 1.401e-02, eta: 5:12:42, time: 0.661, data_time: 0.002, memory: 9569, top1_acc: 0.6068, top5_acc: 0.8057, loss_cls: 1.7017, loss: 1.7017, grad_norm: 3.3093 2020-07-25 16:29:11,881 - mmaction - INFO - Epoch [232][200/940] lr: 1.401e-02, eta: 5:12:25, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.6084, top5_acc: 0.8090, loss_cls: 1.6772, loss: 1.6772, grad_norm: 3.3219 2020-07-25 16:29:25,359 - mmaction - INFO - Epoch [232][220/940] lr: 1.401e-02, eta: 5:12:09, time: 0.674, data_time: 0.003, memory: 9569, top1_acc: 0.6049, top5_acc: 0.8068, loss_cls: 1.7076, loss: 1.7076, grad_norm: 3.3083 2020-07-25 16:29:38,257 - mmaction - INFO - Epoch [232][240/940] lr: 1.401e-02, eta: 5:11:52, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.6025, top5_acc: 0.8066, loss_cls: 1.6901, loss: 1.6901, grad_norm: 3.3010 2020-07-25 16:29:51,198 - mmaction - INFO - Epoch [232][260/940] lr: 1.401e-02, eta: 5:11:36, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5969, top5_acc: 0.8045, loss_cls: 1.7254, loss: 1.7254, grad_norm: 3.3674 2020-07-25 16:30:04,166 - mmaction - INFO - Epoch [232][280/940] lr: 1.401e-02, eta: 5:11:19, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6000, top5_acc: 0.8086, loss_cls: 1.6841, loss: 1.6841, grad_norm: 3.3285 2020-07-25 16:30:17,164 - mmaction - INFO - Epoch [232][300/940] lr: 1.401e-02, eta: 5:11:02, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6068, top5_acc: 0.8057, loss_cls: 1.6810, loss: 1.6810, grad_norm: 3.3122 2020-07-25 16:30:30,075 - mmaction - INFO - Epoch [232][320/940] lr: 1.401e-02, eta: 5:10:46, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5945, top5_acc: 0.8027, loss_cls: 1.7156, loss: 1.7156, grad_norm: 3.4105 2020-07-25 16:30:42,994 - mmaction - INFO - Epoch [232][340/940] lr: 1.401e-02, eta: 5:10:29, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5979, top5_acc: 0.8020, loss_cls: 1.7388, loss: 1.7388, grad_norm: 3.4260 2020-07-25 16:30:56,012 - mmaction - INFO - Epoch [232][360/940] lr: 1.401e-02, eta: 5:10:12, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.6002, top5_acc: 0.8102, loss_cls: 1.6818, loss: 1.6818, grad_norm: 3.3511 2020-07-25 16:31:08,981 - mmaction - INFO - Epoch [232][380/940] lr: 1.401e-02, eta: 5:09:56, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5941, top5_acc: 0.8063, loss_cls: 1.7130, loss: 1.7130, grad_norm: 3.3873 2020-07-25 16:31:21,966 - mmaction - INFO - Epoch [232][400/940] lr: 1.401e-02, eta: 5:09:39, time: 0.650, data_time: 0.006, memory: 9569, top1_acc: 0.6029, top5_acc: 0.8139, loss_cls: 1.6744, loss: 1.6744, grad_norm: 3.3813 2020-07-25 16:31:34,850 - mmaction - INFO - Epoch [232][420/940] lr: 1.401e-02, eta: 5:09:22, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6021, top5_acc: 0.8035, loss_cls: 1.6946, loss: 1.6946, grad_norm: 3.3233 2020-07-25 16:31:47,779 - mmaction - INFO - Epoch [232][440/940] lr: 1.401e-02, eta: 5:09:06, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6008, top5_acc: 0.8086, loss_cls: 1.7036, loss: 1.7036, grad_norm: 3.3830 2020-07-25 16:32:00,729 - mmaction - INFO - Epoch [232][460/940] lr: 1.401e-02, eta: 5:08:49, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6076, top5_acc: 0.8043, loss_cls: 1.6791, loss: 1.6791, grad_norm: 3.2868 2020-07-25 16:32:13,622 - mmaction - INFO - Epoch [232][480/940] lr: 1.401e-02, eta: 5:08:33, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6029, top5_acc: 0.8076, loss_cls: 1.7113, loss: 1.7113, grad_norm: 3.3972 2020-07-25 16:32:26,523 - mmaction - INFO - Epoch [232][500/940] lr: 1.401e-02, eta: 5:08:16, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5932, top5_acc: 0.8012, loss_cls: 1.7345, loss: 1.7345, grad_norm: 3.3956 2020-07-25 16:32:39,876 - mmaction - INFO - Epoch [232][520/940] lr: 1.401e-02, eta: 5:07:59, time: 0.668, data_time: 0.003, memory: 9569, top1_acc: 0.6029, top5_acc: 0.8033, loss_cls: 1.7093, loss: 1.7093, grad_norm: 3.3216 2020-07-25 16:32:52,840 - mmaction - INFO - Epoch [232][540/940] lr: 1.401e-02, eta: 5:07:43, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.6057, top5_acc: 0.8107, loss_cls: 1.6626, loss: 1.6626, grad_norm: 3.3289 2020-07-25 16:33:05,729 - mmaction - INFO - Epoch [232][560/940] lr: 1.401e-02, eta: 5:07:26, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5904, top5_acc: 0.7982, loss_cls: 1.7509, loss: 1.7509, grad_norm: 3.4142 2020-07-25 16:33:18,618 - mmaction - INFO - Epoch [232][580/940] lr: 1.401e-02, eta: 5:07:09, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6000, top5_acc: 0.8070, loss_cls: 1.6995, loss: 1.6995, grad_norm: 3.3337 2020-07-25 16:33:31,532 - mmaction - INFO - Epoch [232][600/940] lr: 1.401e-02, eta: 5:06:53, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.5877, top5_acc: 0.8043, loss_cls: 1.7346, loss: 1.7346, grad_norm: 3.4291 2020-07-25 16:33:44,464 - mmaction - INFO - Epoch [232][620/940] lr: 1.401e-02, eta: 5:06:36, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5885, top5_acc: 0.7994, loss_cls: 1.7573, loss: 1.7573, grad_norm: 3.4446 2020-07-25 16:33:57,492 - mmaction - INFO - Epoch [232][640/940] lr: 1.401e-02, eta: 5:06:20, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.5773, top5_acc: 0.7902, loss_cls: 1.7841, loss: 1.7841, grad_norm: 3.4010 2020-07-25 16:34:10,902 - mmaction - INFO - Epoch [232][660/940] lr: 1.401e-02, eta: 5:06:03, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.6049, top5_acc: 0.8033, loss_cls: 1.6994, loss: 1.6994, grad_norm: 3.3601 2020-07-25 16:34:23,880 - mmaction - INFO - Epoch [232][680/940] lr: 1.401e-02, eta: 5:05:46, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.5918, top5_acc: 0.8057, loss_cls: 1.7240, loss: 1.7240, grad_norm: 3.3776 2020-07-25 16:34:36,901 - mmaction - INFO - Epoch [232][700/940] lr: 1.401e-02, eta: 5:05:30, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.5896, top5_acc: 0.8029, loss_cls: 1.7158, loss: 1.7158, grad_norm: 3.3888 2020-07-25 16:34:49,788 - mmaction - INFO - Epoch [232][720/940] lr: 1.401e-02, eta: 5:05:13, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5955, top5_acc: 0.8021, loss_cls: 1.7137, loss: 1.7137, grad_norm: 3.3346 2020-07-25 16:35:02,708 - mmaction - INFO - Epoch [232][740/940] lr: 1.401e-02, eta: 5:04:56, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.5994, top5_acc: 0.8027, loss_cls: 1.6950, loss: 1.6950, grad_norm: 3.3510 2020-07-25 16:35:15,873 - mmaction - INFO - Epoch [232][760/940] lr: 1.401e-02, eta: 5:04:40, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.6012, top5_acc: 0.8002, loss_cls: 1.7175, loss: 1.7175, grad_norm: 3.3799 2020-07-25 16:35:28,840 - mmaction - INFO - Epoch [232][780/940] lr: 1.401e-02, eta: 5:04:23, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.5941, top5_acc: 0.8008, loss_cls: 1.7440, loss: 1.7440, grad_norm: 3.3534 2020-07-25 16:35:42,328 - mmaction - INFO - Epoch [232][800/940] lr: 1.401e-02, eta: 5:04:07, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.5900, top5_acc: 0.8004, loss_cls: 1.7514, loss: 1.7514, grad_norm: 3.3771 2020-07-25 16:35:55,235 - mmaction - INFO - Epoch [232][820/940] lr: 1.401e-02, eta: 5:03:50, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.5963, top5_acc: 0.8033, loss_cls: 1.7055, loss: 1.7055, grad_norm: 3.3682 2020-07-25 16:36:08,498 - mmaction - INFO - Epoch [232][840/940] lr: 1.401e-02, eta: 5:03:34, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.5867, top5_acc: 0.7990, loss_cls: 1.7518, loss: 1.7518, grad_norm: 3.4306 2020-07-25 16:36:21,403 - mmaction - INFO - Epoch [232][860/940] lr: 1.401e-02, eta: 5:03:17, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5943, top5_acc: 0.7996, loss_cls: 1.7355, loss: 1.7355, grad_norm: 3.4150 2020-07-25 16:36:34,749 - mmaction - INFO - Epoch [232][880/940] lr: 1.401e-02, eta: 5:03:00, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.5959, top5_acc: 0.8076, loss_cls: 1.6891, loss: 1.6891, grad_norm: 3.3895 2020-07-25 16:36:47,823 - mmaction - INFO - Epoch [232][900/940] lr: 1.401e-02, eta: 5:02:44, time: 0.656, data_time: 0.003, memory: 9569, top1_acc: 0.5889, top5_acc: 0.7998, loss_cls: 1.7452, loss: 1.7452, grad_norm: 3.4175 2020-07-25 16:37:01,404 - mmaction - INFO - Epoch [232][920/940] lr: 1.401e-02, eta: 5:02:27, time: 0.679, data_time: 0.032, memory: 9569, top1_acc: 0.5947, top5_acc: 0.7977, loss_cls: 1.7371, loss: 1.7371, grad_norm: 3.4093 2020-07-25 16:37:13,544 - mmaction - INFO - Epoch [232][940/940] lr: 1.401e-02, eta: 5:02:11, time: 0.607, data_time: 0.001, memory: 9569, top1_acc: 0.5966, top5_acc: 0.8095, loss_cls: 1.6911, loss: 1.6911, grad_norm: 3.3628 2020-07-25 16:37:17,086 - mmaction - INFO - Saving checkpoint at 232 epochs 2020-07-25 16:39:41,681 - mmaction - INFO - Epoch [233][20/940] lr: 1.292e-02, eta: 5:02:16, time: 7.148, data_time: 6.426, memory: 9569, top1_acc: 0.5904, top5_acc: 0.8066, loss_cls: 1.7113, loss: 1.7113, grad_norm: 3.3638 2020-07-25 16:39:54,600 - mmaction - INFO - Epoch [233][40/940] lr: 1.292e-02, eta: 5:02:00, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.5955, top5_acc: 0.8059, loss_cls: 1.7233, loss: 1.7233, grad_norm: 3.3600 2020-07-25 16:40:07,430 - mmaction - INFO - Epoch [233][60/940] lr: 1.292e-02, eta: 5:01:43, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.6100, top5_acc: 0.8115, loss_cls: 1.6857, loss: 1.6857, grad_norm: 3.3712 2020-07-25 16:40:20,289 - mmaction - INFO - Epoch [233][80/940] lr: 1.292e-02, eta: 5:01:26, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6039, top5_acc: 0.8098, loss_cls: 1.6888, loss: 1.6888, grad_norm: 3.3431 2020-07-25 16:40:33,129 - mmaction - INFO - Epoch [233][100/940] lr: 1.292e-02, eta: 5:01:10, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.6180, top5_acc: 0.8100, loss_cls: 1.6530, loss: 1.6530, grad_norm: 3.4098 2020-07-25 16:40:46,019 - mmaction - INFO - Epoch [233][120/940] lr: 1.292e-02, eta: 5:00:53, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6139, top5_acc: 0.8146, loss_cls: 1.6639, loss: 1.6639, grad_norm: 3.3579 2020-07-25 16:40:58,884 - mmaction - INFO - Epoch [233][140/940] lr: 1.292e-02, eta: 5:00:36, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5939, top5_acc: 0.8049, loss_cls: 1.7180, loss: 1.7180, grad_norm: 3.4315 2020-07-25 16:41:11,875 - mmaction - INFO - Epoch [233][160/940] lr: 1.292e-02, eta: 5:00:20, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6066, top5_acc: 0.8055, loss_cls: 1.6739, loss: 1.6739, grad_norm: 3.3482 2020-07-25 16:41:24,836 - mmaction - INFO - Epoch [233][180/940] lr: 1.292e-02, eta: 5:00:03, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.6049, top5_acc: 0.8092, loss_cls: 1.6716, loss: 1.6716, grad_norm: 3.3496 2020-07-25 16:41:37,695 - mmaction - INFO - Epoch [233][200/940] lr: 1.292e-02, eta: 4:59:46, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.5920, top5_acc: 0.8041, loss_cls: 1.7127, loss: 1.7127, grad_norm: 3.4786 2020-07-25 16:41:50,795 - mmaction - INFO - Epoch [233][220/940] lr: 1.292e-02, eta: 4:59:30, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.6082, top5_acc: 0.8195, loss_cls: 1.6827, loss: 1.6827, grad_norm: 3.4320 2020-07-25 16:42:03,717 - mmaction - INFO - Epoch [233][240/940] lr: 1.292e-02, eta: 4:59:13, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6018, top5_acc: 0.8109, loss_cls: 1.7036, loss: 1.7036, grad_norm: 3.4318 2020-07-25 16:42:17,119 - mmaction - INFO - Epoch [233][260/940] lr: 1.292e-02, eta: 4:58:57, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.5922, top5_acc: 0.8000, loss_cls: 1.7271, loss: 1.7271, grad_norm: 3.4343 2020-07-25 16:42:30,591 - mmaction - INFO - Epoch [233][280/940] lr: 1.292e-02, eta: 4:58:40, time: 0.676, data_time: 0.003, memory: 9569, top1_acc: 0.5984, top5_acc: 0.8107, loss_cls: 1.6943, loss: 1.6943, grad_norm: 3.4133 2020-07-25 16:42:43,563 - mmaction - INFO - Epoch [233][300/940] lr: 1.292e-02, eta: 4:58:24, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6045, top5_acc: 0.8127, loss_cls: 1.6892, loss: 1.6892, grad_norm: 3.4318 2020-07-25 16:42:56,520 - mmaction - INFO - Epoch [233][320/940] lr: 1.292e-02, eta: 4:58:07, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6008, top5_acc: 0.8074, loss_cls: 1.6688, loss: 1.6688, grad_norm: 3.4115 2020-07-25 16:43:09,410 - mmaction - INFO - Epoch [233][340/940] lr: 1.292e-02, eta: 4:57:50, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5959, top5_acc: 0.8023, loss_cls: 1.7086, loss: 1.7086, grad_norm: 3.3932 2020-07-25 16:43:22,301 - mmaction - INFO - Epoch [233][360/940] lr: 1.292e-02, eta: 4:57:34, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5969, top5_acc: 0.8008, loss_cls: 1.7174, loss: 1.7174, grad_norm: 3.3910 2020-07-25 16:43:35,238 - mmaction - INFO - Epoch [233][380/940] lr: 1.292e-02, eta: 4:57:17, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5896, top5_acc: 0.8061, loss_cls: 1.7100, loss: 1.7100, grad_norm: 3.3941 2020-07-25 16:43:48,285 - mmaction - INFO - Epoch [233][400/940] lr: 1.292e-02, eta: 4:57:01, time: 0.652, data_time: 0.000, memory: 9569, top1_acc: 0.6010, top5_acc: 0.8059, loss_cls: 1.7267, loss: 1.7267, grad_norm: 3.4704 2020-07-25 16:44:01,317 - mmaction - INFO - Epoch [233][420/940] lr: 1.292e-02, eta: 4:56:44, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.6053, top5_acc: 0.8131, loss_cls: 1.6704, loss: 1.6704, grad_norm: 3.3984 2020-07-25 16:44:14,258 - mmaction - INFO - Epoch [233][440/940] lr: 1.292e-02, eta: 4:56:27, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6049, top5_acc: 0.8020, loss_cls: 1.7166, loss: 1.7166, grad_norm: 3.4382 2020-07-25 16:44:27,226 - mmaction - INFO - Epoch [233][460/940] lr: 1.292e-02, eta: 4:56:11, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6117, top5_acc: 0.8098, loss_cls: 1.6662, loss: 1.6662, grad_norm: 3.3892 2020-07-25 16:44:40,141 - mmaction - INFO - Epoch [233][480/940] lr: 1.292e-02, eta: 4:55:54, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.5988, top5_acc: 0.8105, loss_cls: 1.6955, loss: 1.6955, grad_norm: 3.4362 2020-07-25 16:44:53,051 - mmaction - INFO - Epoch [233][500/940] lr: 1.292e-02, eta: 4:55:37, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5908, top5_acc: 0.8035, loss_cls: 1.7238, loss: 1.7238, grad_norm: 3.4269 2020-07-25 16:45:06,055 - mmaction - INFO - Epoch [233][520/940] lr: 1.292e-02, eta: 4:55:21, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.5936, top5_acc: 0.7980, loss_cls: 1.7405, loss: 1.7405, grad_norm: 3.4534 2020-07-25 16:45:19,076 - mmaction - INFO - Epoch [233][540/940] lr: 1.292e-02, eta: 4:55:04, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.5980, top5_acc: 0.7936, loss_cls: 1.7194, loss: 1.7194, grad_norm: 3.3960 2020-07-25 16:45:32,033 - mmaction - INFO - Epoch [233][560/940] lr: 1.292e-02, eta: 4:54:48, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.5939, top5_acc: 0.7973, loss_cls: 1.7457, loss: 1.7457, grad_norm: 3.4307 2020-07-25 16:45:45,272 - mmaction - INFO - Epoch [233][580/940] lr: 1.292e-02, eta: 4:54:31, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.6123, top5_acc: 0.8141, loss_cls: 1.6541, loss: 1.6541, grad_norm: 3.3652 2020-07-25 16:45:58,173 - mmaction - INFO - Epoch [233][600/940] lr: 1.292e-02, eta: 4:54:15, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6064, top5_acc: 0.8053, loss_cls: 1.6837, loss: 1.6837, grad_norm: 3.4245 2020-07-25 16:46:11,085 - mmaction - INFO - Epoch [233][620/940] lr: 1.292e-02, eta: 4:53:58, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6105, top5_acc: 0.8174, loss_cls: 1.6503, loss: 1.6503, grad_norm: 3.4239 2020-07-25 16:46:24,070 - mmaction - INFO - Epoch [233][640/940] lr: 1.292e-02, eta: 4:53:41, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6049, top5_acc: 0.8148, loss_cls: 1.6611, loss: 1.6611, grad_norm: 3.4287 2020-07-25 16:46:37,017 - mmaction - INFO - Epoch [233][660/940] lr: 1.292e-02, eta: 4:53:25, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6070, top5_acc: 0.8143, loss_cls: 1.6682, loss: 1.6682, grad_norm: 3.3436 2020-07-25 16:46:49,913 - mmaction - INFO - Epoch [233][680/940] lr: 1.292e-02, eta: 4:53:08, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6031, top5_acc: 0.8063, loss_cls: 1.7149, loss: 1.7149, grad_norm: 3.5139 2020-07-25 16:47:02,908 - mmaction - INFO - Epoch [233][700/940] lr: 1.292e-02, eta: 4:52:52, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.5924, top5_acc: 0.8039, loss_cls: 1.7024, loss: 1.7024, grad_norm: 3.4451 2020-07-25 16:47:15,935 - mmaction - INFO - Epoch [233][720/940] lr: 1.292e-02, eta: 4:52:35, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.6002, top5_acc: 0.8084, loss_cls: 1.6814, loss: 1.6814, grad_norm: 3.3962 2020-07-25 16:47:29,977 - mmaction - INFO - Epoch [233][740/940] lr: 1.292e-02, eta: 4:52:19, time: 0.702, data_time: 0.001, memory: 9569, top1_acc: 0.6029, top5_acc: 0.8135, loss_cls: 1.6602, loss: 1.6602, grad_norm: 3.4300 2020-07-25 16:47:42,899 - mmaction - INFO - Epoch [233][760/940] lr: 1.292e-02, eta: 4:52:02, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.5984, top5_acc: 0.8064, loss_cls: 1.6993, loss: 1.6993, grad_norm: 3.3895 2020-07-25 16:47:56,102 - mmaction - INFO - Epoch [233][780/940] lr: 1.292e-02, eta: 4:51:45, time: 0.660, data_time: 0.001, memory: 9569, top1_acc: 0.5902, top5_acc: 0.8029, loss_cls: 1.7238, loss: 1.7238, grad_norm: 3.4221 2020-07-25 16:48:09,711 - mmaction - INFO - Epoch [233][800/940] lr: 1.292e-02, eta: 4:51:29, time: 0.680, data_time: 0.001, memory: 9569, top1_acc: 0.6045, top5_acc: 0.8133, loss_cls: 1.6574, loss: 1.6574, grad_norm: 3.4175 2020-07-25 16:48:22,670 - mmaction - INFO - Epoch [233][820/940] lr: 1.292e-02, eta: 4:51:12, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.5898, top5_acc: 0.7998, loss_cls: 1.7228, loss: 1.7228, grad_norm: 3.4201 2020-07-25 16:48:35,578 - mmaction - INFO - Epoch [233][840/940] lr: 1.292e-02, eta: 4:50:56, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6000, top5_acc: 0.8117, loss_cls: 1.6911, loss: 1.6911, grad_norm: 3.4395 2020-07-25 16:48:48,620 - mmaction - INFO - Epoch [233][860/940] lr: 1.292e-02, eta: 4:50:39, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.5994, top5_acc: 0.8096, loss_cls: 1.6587, loss: 1.6587, grad_norm: 3.4103 2020-07-25 16:49:01,561 - mmaction - INFO - Epoch [233][880/940] lr: 1.292e-02, eta: 4:50:23, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5916, top5_acc: 0.7943, loss_cls: 1.7439, loss: 1.7439, grad_norm: 3.4984 2020-07-25 16:49:14,583 - mmaction - INFO - Epoch [233][900/940] lr: 1.292e-02, eta: 4:50:06, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.5934, top5_acc: 0.8041, loss_cls: 1.7058, loss: 1.7058, grad_norm: 3.4628 2020-07-25 16:49:27,511 - mmaction - INFO - Epoch [233][920/940] lr: 1.292e-02, eta: 4:49:49, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5998, top5_acc: 0.8082, loss_cls: 1.6770, loss: 1.6770, grad_norm: 3.4313 2020-07-25 16:49:39,693 - mmaction - INFO - Epoch [233][940/940] lr: 1.292e-02, eta: 4:49:33, time: 0.609, data_time: 0.001, memory: 9569, top1_acc: 0.6037, top5_acc: 0.8024, loss_cls: 1.7123, loss: 1.7123, grad_norm: 3.4449 2020-07-25 16:52:20,778 - mmaction - INFO - Epoch [234][20/940] lr: 1.187e-02, eta: 4:49:40, time: 7.809, data_time: 7.064, memory: 9569, top1_acc: 0.5988, top5_acc: 0.8092, loss_cls: 1.6842, loss: 1.6842, grad_norm: 3.3701 2020-07-25 16:52:33,968 - mmaction - INFO - Epoch [234][40/940] lr: 1.187e-02, eta: 4:49:23, time: 0.660, data_time: 0.001, memory: 9569, top1_acc: 0.6053, top5_acc: 0.8088, loss_cls: 1.6809, loss: 1.6809, grad_norm: 3.4464 2020-07-25 16:52:47,178 - mmaction - INFO - Epoch [234][60/940] lr: 1.187e-02, eta: 4:49:06, time: 0.661, data_time: 0.002, memory: 9569, top1_acc: 0.6107, top5_acc: 0.8141, loss_cls: 1.6300, loss: 1.6300, grad_norm: 3.3793 2020-07-25 16:53:00,108 - mmaction - INFO - Epoch [234][80/940] lr: 1.187e-02, eta: 4:48:50, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6092, top5_acc: 0.8195, loss_cls: 1.6496, loss: 1.6496, grad_norm: 3.4316 2020-07-25 16:53:13,451 - mmaction - INFO - Epoch [234][100/940] lr: 1.187e-02, eta: 4:48:33, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.6070, top5_acc: 0.8115, loss_cls: 1.6521, loss: 1.6521, grad_norm: 3.4051 2020-07-25 16:53:26,385 - mmaction - INFO - Epoch [234][120/940] lr: 1.187e-02, eta: 4:48:17, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.6199, top5_acc: 0.8158, loss_cls: 1.6401, loss: 1.6401, grad_norm: 3.3988 2020-07-25 16:53:39,260 - mmaction - INFO - Epoch [234][140/940] lr: 1.187e-02, eta: 4:48:00, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.5982, top5_acc: 0.8070, loss_cls: 1.6930, loss: 1.6930, grad_norm: 3.4768 2020-07-25 16:53:52,145 - mmaction - INFO - Epoch [234][160/940] lr: 1.187e-02, eta: 4:47:43, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6125, top5_acc: 0.8158, loss_cls: 1.6280, loss: 1.6280, grad_norm: 3.3998 2020-07-25 16:54:05,054 - mmaction - INFO - Epoch [234][180/940] lr: 1.187e-02, eta: 4:47:27, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6072, top5_acc: 0.8080, loss_cls: 1.6814, loss: 1.6814, grad_norm: 3.4380 2020-07-25 16:54:18,067 - mmaction - INFO - Epoch [234][200/940] lr: 1.187e-02, eta: 4:47:10, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.6104, top5_acc: 0.8111, loss_cls: 1.6609, loss: 1.6609, grad_norm: 3.4564 2020-07-25 16:54:30,995 - mmaction - INFO - Epoch [234][220/940] lr: 1.187e-02, eta: 4:46:54, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6008, top5_acc: 0.8107, loss_cls: 1.6676, loss: 1.6676, grad_norm: 3.4695 2020-07-25 16:54:44,331 - mmaction - INFO - Epoch [234][240/940] lr: 1.187e-02, eta: 4:46:37, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.6041, top5_acc: 0.8117, loss_cls: 1.6912, loss: 1.6912, grad_norm: 3.4959 2020-07-25 16:54:57,285 - mmaction - INFO - Epoch [234][260/940] lr: 1.187e-02, eta: 4:46:21, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6070, top5_acc: 0.8008, loss_cls: 1.6897, loss: 1.6897, grad_norm: 3.4328 2020-07-25 16:55:10,246 - mmaction - INFO - Epoch [234][280/940] lr: 1.187e-02, eta: 4:46:04, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6166, top5_acc: 0.8205, loss_cls: 1.6091, loss: 1.6091, grad_norm: 3.4206 2020-07-25 16:55:23,140 - mmaction - INFO - Epoch [234][300/940] lr: 1.187e-02, eta: 4:45:47, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6082, top5_acc: 0.8111, loss_cls: 1.6466, loss: 1.6466, grad_norm: 3.4414 2020-07-25 16:55:36,071 - mmaction - INFO - Epoch [234][320/940] lr: 1.187e-02, eta: 4:45:31, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6064, top5_acc: 0.8066, loss_cls: 1.6590, loss: 1.6590, grad_norm: 3.4581 2020-07-25 16:55:48,954 - mmaction - INFO - Epoch [234][340/940] lr: 1.187e-02, eta: 4:45:14, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.6133, top5_acc: 0.8111, loss_cls: 1.6702, loss: 1.6702, grad_norm: 3.4771 2020-07-25 16:56:02,837 - mmaction - INFO - Epoch [234][360/940] lr: 1.187e-02, eta: 4:44:58, time: 0.694, data_time: 0.018, memory: 9569, top1_acc: 0.6086, top5_acc: 0.8162, loss_cls: 1.6671, loss: 1.6671, grad_norm: 3.4668 2020-07-25 16:56:15,845 - mmaction - INFO - Epoch [234][380/940] lr: 1.187e-02, eta: 4:44:41, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.6100, top5_acc: 0.8068, loss_cls: 1.6605, loss: 1.6605, grad_norm: 3.4283 2020-07-25 16:56:28,774 - mmaction - INFO - Epoch [234][400/940] lr: 1.187e-02, eta: 4:44:25, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.5996, top5_acc: 0.8063, loss_cls: 1.7180, loss: 1.7180, grad_norm: 3.5445 2020-07-25 16:56:41,656 - mmaction - INFO - Epoch [234][420/940] lr: 1.187e-02, eta: 4:44:08, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6059, top5_acc: 0.8098, loss_cls: 1.6625, loss: 1.6625, grad_norm: 3.4821 2020-07-25 16:56:54,560 - mmaction - INFO - Epoch [234][440/940] lr: 1.187e-02, eta: 4:43:51, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6076, top5_acc: 0.8092, loss_cls: 1.6903, loss: 1.6903, grad_norm: 3.4694 2020-07-25 16:57:07,467 - mmaction - INFO - Epoch [234][460/940] lr: 1.187e-02, eta: 4:43:35, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6047, top5_acc: 0.8080, loss_cls: 1.6939, loss: 1.6939, grad_norm: 3.4654 2020-07-25 16:57:20,372 - mmaction - INFO - Epoch [234][480/940] lr: 1.187e-02, eta: 4:43:18, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6029, top5_acc: 0.8072, loss_cls: 1.6782, loss: 1.6782, grad_norm: 3.4244 2020-07-25 16:57:33,283 - mmaction - INFO - Epoch [234][500/940] lr: 1.187e-02, eta: 4:43:02, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6033, top5_acc: 0.8145, loss_cls: 1.6689, loss: 1.6689, grad_norm: 3.5243 2020-07-25 16:57:46,203 - mmaction - INFO - Epoch [234][520/940] lr: 1.187e-02, eta: 4:42:45, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6129, top5_acc: 0.8068, loss_cls: 1.6735, loss: 1.6735, grad_norm: 3.4882 2020-07-25 16:57:59,128 - mmaction - INFO - Epoch [234][540/940] lr: 1.187e-02, eta: 4:42:28, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6176, top5_acc: 0.8115, loss_cls: 1.6564, loss: 1.6564, grad_norm: 3.4289 2020-07-25 16:58:12,174 - mmaction - INFO - Epoch [234][560/940] lr: 1.187e-02, eta: 4:42:12, time: 0.652, data_time: 0.007, memory: 9569, top1_acc: 0.5959, top5_acc: 0.8098, loss_cls: 1.7189, loss: 1.7189, grad_norm: 3.5610 2020-07-25 16:58:25,104 - mmaction - INFO - Epoch [234][580/940] lr: 1.187e-02, eta: 4:41:55, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.5900, top5_acc: 0.7994, loss_cls: 1.7232, loss: 1.7232, grad_norm: 3.5042 2020-07-25 16:58:38,038 - mmaction - INFO - Epoch [234][600/940] lr: 1.187e-02, eta: 4:41:39, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6123, top5_acc: 0.8162, loss_cls: 1.6414, loss: 1.6414, grad_norm: 3.4549 2020-07-25 16:58:51,128 - mmaction - INFO - Epoch [234][620/940] lr: 1.187e-02, eta: 4:41:22, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.5939, top5_acc: 0.8061, loss_cls: 1.7078, loss: 1.7078, grad_norm: 3.4772 2020-07-25 16:59:04,378 - mmaction - INFO - Epoch [234][640/940] lr: 1.187e-02, eta: 4:41:06, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.5980, top5_acc: 0.8029, loss_cls: 1.7141, loss: 1.7141, grad_norm: 3.5324 2020-07-25 16:59:17,288 - mmaction - INFO - Epoch [234][660/940] lr: 1.187e-02, eta: 4:40:49, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6133, top5_acc: 0.8160, loss_cls: 1.6383, loss: 1.6383, grad_norm: 3.4557 2020-07-25 16:59:30,153 - mmaction - INFO - Epoch [234][680/940] lr: 1.187e-02, eta: 4:40:32, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.5904, top5_acc: 0.8057, loss_cls: 1.7132, loss: 1.7132, grad_norm: 3.4282 2020-07-25 16:59:43,061 - mmaction - INFO - Epoch [234][700/940] lr: 1.187e-02, eta: 4:40:16, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6037, top5_acc: 0.8041, loss_cls: 1.6932, loss: 1.6932, grad_norm: 3.4639 2020-07-25 16:59:55,937 - mmaction - INFO - Epoch [234][720/940] lr: 1.187e-02, eta: 4:39:59, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.5984, top5_acc: 0.8039, loss_cls: 1.6985, loss: 1.6985, grad_norm: 3.5200 2020-07-25 17:00:15,470 - mmaction - INFO - Epoch [234][740/940] lr: 1.187e-02, eta: 4:39:44, time: 0.974, data_time: 0.004, memory: 9569, top1_acc: 0.6049, top5_acc: 0.8076, loss_cls: 1.6994, loss: 1.6994, grad_norm: 3.4282 2020-07-25 17:00:28,982 - mmaction - INFO - Epoch [234][760/940] lr: 1.187e-02, eta: 4:39:27, time: 0.678, data_time: 0.009, memory: 9569, top1_acc: 0.5975, top5_acc: 0.8096, loss_cls: 1.7143, loss: 1.7143, grad_norm: 3.4947 2020-07-25 17:00:42,268 - mmaction - INFO - Epoch [234][780/940] lr: 1.187e-02, eta: 4:39:11, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.6119, top5_acc: 0.8172, loss_cls: 1.6430, loss: 1.6430, grad_norm: 3.4697 2020-07-25 17:00:55,264 - mmaction - INFO - Epoch [234][800/940] lr: 1.187e-02, eta: 4:38:54, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.6068, top5_acc: 0.8102, loss_cls: 1.6566, loss: 1.6566, grad_norm: 3.5235 2020-07-25 17:01:08,371 - mmaction - INFO - Epoch [234][820/940] lr: 1.187e-02, eta: 4:38:38, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.6035, top5_acc: 0.8049, loss_cls: 1.6590, loss: 1.6590, grad_norm: 3.4316 2020-07-25 17:01:21,856 - mmaction - INFO - Epoch [234][840/940] lr: 1.187e-02, eta: 4:38:21, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.6107, top5_acc: 0.8072, loss_cls: 1.6678, loss: 1.6678, grad_norm: 3.4515 2020-07-25 17:01:35,222 - mmaction - INFO - Epoch [234][860/940] lr: 1.187e-02, eta: 4:38:05, time: 0.669, data_time: 0.003, memory: 9569, top1_acc: 0.6117, top5_acc: 0.8148, loss_cls: 1.6481, loss: 1.6481, grad_norm: 3.4643 2020-07-25 17:01:48,218 - mmaction - INFO - Epoch [234][880/940] lr: 1.187e-02, eta: 4:37:48, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.5939, top5_acc: 0.8070, loss_cls: 1.7051, loss: 1.7051, grad_norm: 3.5119 2020-07-25 17:02:01,553 - mmaction - INFO - Epoch [234][900/940] lr: 1.187e-02, eta: 4:37:32, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.6094, top5_acc: 0.8160, loss_cls: 1.6491, loss: 1.6491, grad_norm: 3.4557 2020-07-25 17:02:14,674 - mmaction - INFO - Epoch [234][920/940] lr: 1.187e-02, eta: 4:37:15, time: 0.657, data_time: 0.002, memory: 9569, top1_acc: 0.6115, top5_acc: 0.8172, loss_cls: 1.6438, loss: 1.6438, grad_norm: 3.4716 2020-07-25 17:02:26,890 - mmaction - INFO - Epoch [234][940/940] lr: 1.187e-02, eta: 4:36:58, time: 0.612, data_time: 0.002, memory: 9569, top1_acc: 0.6082, top5_acc: 0.8036, loss_cls: 1.6708, loss: 1.6708, grad_norm: 3.5007 2020-07-25 17:05:02,430 - mmaction - INFO - Epoch [235][20/940] lr: 1.087e-02, eta: 4:37:03, time: 7.378, data_time: 6.674, memory: 9569, top1_acc: 0.6260, top5_acc: 0.8219, loss_cls: 1.5933, loss: 1.5933, grad_norm: 3.4128 2020-07-25 17:05:15,191 - mmaction - INFO - Epoch [235][40/940] lr: 1.087e-02, eta: 4:36:46, time: 0.638, data_time: 0.001, memory: 9569, top1_acc: 0.6271, top5_acc: 0.8240, loss_cls: 1.5992, loss: 1.5992, grad_norm: 3.4322 2020-07-25 17:05:27,989 - mmaction - INFO - Epoch [235][60/940] lr: 1.087e-02, eta: 4:36:30, time: 0.639, data_time: 0.001, memory: 9569, top1_acc: 0.6213, top5_acc: 0.8150, loss_cls: 1.5958, loss: 1.5958, grad_norm: 3.4387 2020-07-25 17:05:40,884 - mmaction - INFO - Epoch [235][80/940] lr: 1.087e-02, eta: 4:36:13, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6188, top5_acc: 0.8162, loss_cls: 1.6293, loss: 1.6293, grad_norm: 3.4917 2020-07-25 17:05:53,759 - mmaction - INFO - Epoch [235][100/940] lr: 1.087e-02, eta: 4:35:56, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6107, top5_acc: 0.8104, loss_cls: 1.6433, loss: 1.6433, grad_norm: 3.4873 2020-07-25 17:06:06,657 - mmaction - INFO - Epoch [235][120/940] lr: 1.087e-02, eta: 4:35:40, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6039, top5_acc: 0.8080, loss_cls: 1.6823, loss: 1.6823, grad_norm: 3.4931 2020-07-25 17:06:19,527 - mmaction - INFO - Epoch [235][140/940] lr: 1.087e-02, eta: 4:35:23, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.6086, top5_acc: 0.8168, loss_cls: 1.6219, loss: 1.6219, grad_norm: 3.4217 2020-07-25 17:06:32,558 - mmaction - INFO - Epoch [235][160/940] lr: 1.087e-02, eta: 4:35:07, time: 0.651, data_time: 0.004, memory: 9569, top1_acc: 0.6176, top5_acc: 0.8258, loss_cls: 1.5999, loss: 1.5999, grad_norm: 3.4704 2020-07-25 17:06:45,502 - mmaction - INFO - Epoch [235][180/940] lr: 1.087e-02, eta: 4:34:50, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.6123, top5_acc: 0.8164, loss_cls: 1.6234, loss: 1.6234, grad_norm: 3.4633 2020-07-25 17:06:58,420 - mmaction - INFO - Epoch [235][200/940] lr: 1.087e-02, eta: 4:34:33, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6205, top5_acc: 0.8172, loss_cls: 1.6193, loss: 1.6193, grad_norm: 3.4392 2020-07-25 17:07:11,276 - mmaction - INFO - Epoch [235][220/940] lr: 1.087e-02, eta: 4:34:17, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6117, top5_acc: 0.8076, loss_cls: 1.6752, loss: 1.6752, grad_norm: 3.5263 2020-07-25 17:07:24,187 - mmaction - INFO - Epoch [235][240/940] lr: 1.087e-02, eta: 4:34:00, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.6240, top5_acc: 0.8232, loss_cls: 1.6192, loss: 1.6192, grad_norm: 3.4768 2020-07-25 17:07:37,071 - mmaction - INFO - Epoch [235][260/940] lr: 1.087e-02, eta: 4:33:44, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6039, top5_acc: 0.8020, loss_cls: 1.7019, loss: 1.7019, grad_norm: 3.4817 2020-07-25 17:07:49,974 - mmaction - INFO - Epoch [235][280/940] lr: 1.087e-02, eta: 4:33:27, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6145, top5_acc: 0.8205, loss_cls: 1.6277, loss: 1.6277, grad_norm: 3.4769 2020-07-25 17:08:02,881 - mmaction - INFO - Epoch [235][300/940] lr: 1.087e-02, eta: 4:33:11, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6178, top5_acc: 0.8158, loss_cls: 1.6243, loss: 1.6243, grad_norm: 3.4901 2020-07-25 17:08:15,941 - mmaction - INFO - Epoch [235][320/940] lr: 1.087e-02, eta: 4:32:54, time: 0.653, data_time: 0.003, memory: 9569, top1_acc: 0.6008, top5_acc: 0.8086, loss_cls: 1.6838, loss: 1.6838, grad_norm: 3.5071 2020-07-25 17:08:28,864 - mmaction - INFO - Epoch [235][340/940] lr: 1.087e-02, eta: 4:32:38, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6064, top5_acc: 0.8057, loss_cls: 1.6688, loss: 1.6688, grad_norm: 3.5000 2020-07-25 17:08:41,780 - mmaction - INFO - Epoch [235][360/940] lr: 1.087e-02, eta: 4:32:21, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6193, top5_acc: 0.8213, loss_cls: 1.6030, loss: 1.6030, grad_norm: 3.4351 2020-07-25 17:08:54,716 - mmaction - INFO - Epoch [235][380/940] lr: 1.087e-02, eta: 4:32:04, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.6248, top5_acc: 0.8199, loss_cls: 1.6346, loss: 1.6346, grad_norm: 3.5074 2020-07-25 17:09:07,653 - mmaction - INFO - Epoch [235][400/940] lr: 1.087e-02, eta: 4:31:48, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.6238, top5_acc: 0.8160, loss_cls: 1.6288, loss: 1.6288, grad_norm: 3.5003 2020-07-25 17:09:20,623 - mmaction - INFO - Epoch [235][420/940] lr: 1.087e-02, eta: 4:31:31, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6068, top5_acc: 0.8127, loss_cls: 1.6559, loss: 1.6559, grad_norm: 3.5531 2020-07-25 17:09:33,515 - mmaction - INFO - Epoch [235][440/940] lr: 1.087e-02, eta: 4:31:15, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.6068, top5_acc: 0.8127, loss_cls: 1.6755, loss: 1.6755, grad_norm: 3.5842 2020-07-25 17:09:46,409 - mmaction - INFO - Epoch [235][460/940] lr: 1.087e-02, eta: 4:30:58, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6064, top5_acc: 0.8213, loss_cls: 1.6207, loss: 1.6207, grad_norm: 3.5219 2020-07-25 17:09:59,501 - mmaction - INFO - Epoch [235][480/940] lr: 1.087e-02, eta: 4:30:42, time: 0.655, data_time: 0.003, memory: 9569, top1_acc: 0.6111, top5_acc: 0.8145, loss_cls: 1.6421, loss: 1.6421, grad_norm: 3.5532 2020-07-25 17:10:12,393 - mmaction - INFO - Epoch [235][500/940] lr: 1.087e-02, eta: 4:30:25, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6037, top5_acc: 0.8119, loss_cls: 1.6955, loss: 1.6955, grad_norm: 3.5669 2020-07-25 17:10:25,707 - mmaction - INFO - Epoch [235][520/940] lr: 1.087e-02, eta: 4:30:09, time: 0.665, data_time: 0.010, memory: 9569, top1_acc: 0.5986, top5_acc: 0.8152, loss_cls: 1.6589, loss: 1.6589, grad_norm: 3.5642 2020-07-25 17:10:38,641 - mmaction - INFO - Epoch [235][540/940] lr: 1.087e-02, eta: 4:29:52, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6107, top5_acc: 0.8096, loss_cls: 1.6529, loss: 1.6529, grad_norm: 3.4821 2020-07-25 17:10:51,537 - mmaction - INFO - Epoch [235][560/940] lr: 1.087e-02, eta: 4:29:35, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6240, top5_acc: 0.8225, loss_cls: 1.5952, loss: 1.5952, grad_norm: 3.4536 2020-07-25 17:11:04,407 - mmaction - INFO - Epoch [235][580/940] lr: 1.087e-02, eta: 4:29:19, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.6135, top5_acc: 0.8160, loss_cls: 1.6475, loss: 1.6475, grad_norm: 3.4847 2020-07-25 17:11:17,341 - mmaction - INFO - Epoch [235][600/940] lr: 1.087e-02, eta: 4:29:02, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6119, top5_acc: 0.8131, loss_cls: 1.6322, loss: 1.6322, grad_norm: 3.5482 2020-07-25 17:11:31,130 - mmaction - INFO - Epoch [235][620/940] lr: 1.087e-02, eta: 4:28:46, time: 0.688, data_time: 0.012, memory: 9569, top1_acc: 0.6092, top5_acc: 0.8063, loss_cls: 1.6768, loss: 1.6768, grad_norm: 3.5444 2020-07-25 17:11:44,187 - mmaction - INFO - Epoch [235][640/940] lr: 1.087e-02, eta: 4:28:29, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.6023, top5_acc: 0.8061, loss_cls: 1.6926, loss: 1.6926, grad_norm: 3.5489 2020-07-25 17:11:57,389 - mmaction - INFO - Epoch [235][660/940] lr: 1.087e-02, eta: 4:28:13, time: 0.660, data_time: 0.002, memory: 9569, top1_acc: 0.6162, top5_acc: 0.8195, loss_cls: 1.6366, loss: 1.6366, grad_norm: 3.5331 2020-07-25 17:12:10,424 - mmaction - INFO - Epoch [235][680/940] lr: 1.087e-02, eta: 4:27:56, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.6004, top5_acc: 0.8029, loss_cls: 1.7250, loss: 1.7250, grad_norm: 3.5369 2020-07-25 17:12:23,308 - mmaction - INFO - Epoch [235][700/940] lr: 1.087e-02, eta: 4:27:40, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6201, top5_acc: 0.8242, loss_cls: 1.6035, loss: 1.6035, grad_norm: 3.5059 2020-07-25 17:12:36,264 - mmaction - INFO - Epoch [235][720/940] lr: 1.087e-02, eta: 4:27:23, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6133, top5_acc: 0.8178, loss_cls: 1.6299, loss: 1.6299, grad_norm: 3.5202 2020-07-25 17:12:49,248 - mmaction - INFO - Epoch [235][740/940] lr: 1.087e-02, eta: 4:27:07, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6107, top5_acc: 0.8152, loss_cls: 1.6564, loss: 1.6564, grad_norm: 3.4534 2020-07-25 17:13:02,206 - mmaction - INFO - Epoch [235][760/940] lr: 1.087e-02, eta: 4:26:50, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6111, top5_acc: 0.8150, loss_cls: 1.6483, loss: 1.6483, grad_norm: 3.5489 2020-07-25 17:13:15,077 - mmaction - INFO - Epoch [235][780/940] lr: 1.087e-02, eta: 4:26:34, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.6100, top5_acc: 0.8102, loss_cls: 1.6641, loss: 1.6641, grad_norm: 3.5460 2020-07-25 17:13:28,011 - mmaction - INFO - Epoch [235][800/940] lr: 1.087e-02, eta: 4:26:17, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6195, top5_acc: 0.8178, loss_cls: 1.6003, loss: 1.6003, grad_norm: 3.4997 2020-07-25 17:13:40,928 - mmaction - INFO - Epoch [235][820/940] lr: 1.087e-02, eta: 4:26:01, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6178, top5_acc: 0.8193, loss_cls: 1.6386, loss: 1.6386, grad_norm: 3.5177 2020-07-25 17:13:53,830 - mmaction - INFO - Epoch [235][840/940] lr: 1.087e-02, eta: 4:25:44, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6201, top5_acc: 0.8080, loss_cls: 1.6659, loss: 1.6659, grad_norm: 3.4807 2020-07-25 17:14:07,321 - mmaction - INFO - Epoch [235][860/940] lr: 1.087e-02, eta: 4:25:28, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.6012, top5_acc: 0.8125, loss_cls: 1.6937, loss: 1.6937, grad_norm: 3.5331 2020-07-25 17:14:20,261 - mmaction - INFO - Epoch [235][880/940] lr: 1.087e-02, eta: 4:25:11, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6113, top5_acc: 0.8127, loss_cls: 1.6567, loss: 1.6567, grad_norm: 3.5499 2020-07-25 17:14:33,185 - mmaction - INFO - Epoch [235][900/940] lr: 1.087e-02, eta: 4:24:54, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6098, top5_acc: 0.8072, loss_cls: 1.6534, loss: 1.6534, grad_norm: 3.5052 2020-07-25 17:14:46,133 - mmaction - INFO - Epoch [235][920/940] lr: 1.087e-02, eta: 4:24:38, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6055, top5_acc: 0.8084, loss_cls: 1.6862, loss: 1.6862, grad_norm: 3.5367 2020-07-25 17:14:58,330 - mmaction - INFO - Epoch [235][940/940] lr: 1.087e-02, eta: 4:24:21, time: 0.609, data_time: 0.001, memory: 9569, top1_acc: 0.6151, top5_acc: 0.8208, loss_cls: 1.6228, loss: 1.6228, grad_norm: 3.5497 2020-07-25 17:17:25,710 - mmaction - INFO - Epoch [236][20/940] lr: 9.907e-03, eta: 4:24:24, time: 7.177, data_time: 6.473, memory: 9569, top1_acc: 0.6184, top5_acc: 0.8213, loss_cls: 1.6030, loss: 1.6030, grad_norm: 3.5117 2020-07-25 17:17:39,462 - mmaction - INFO - Epoch [236][40/940] lr: 9.907e-03, eta: 4:24:07, time: 0.689, data_time: 0.023, memory: 9569, top1_acc: 0.6145, top5_acc: 0.8094, loss_cls: 1.6594, loss: 1.6594, grad_norm: 3.5839 2020-07-25 17:17:52,268 - mmaction - INFO - Epoch [236][60/940] lr: 9.907e-03, eta: 4:23:51, time: 0.640, data_time: 0.001, memory: 9569, top1_acc: 0.6145, top5_acc: 0.8178, loss_cls: 1.6205, loss: 1.6205, grad_norm: 3.4902 2020-07-25 17:18:05,160 - mmaction - INFO - Epoch [236][80/940] lr: 9.907e-03, eta: 4:23:34, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6240, top5_acc: 0.8166, loss_cls: 1.6025, loss: 1.6025, grad_norm: 3.4786 2020-07-25 17:18:18,201 - mmaction - INFO - Epoch [236][100/940] lr: 9.907e-03, eta: 4:23:18, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.6223, top5_acc: 0.8182, loss_cls: 1.6020, loss: 1.6020, grad_norm: 3.5311 2020-07-25 17:18:31,032 - mmaction - INFO - Epoch [236][120/940] lr: 9.907e-03, eta: 4:23:01, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.6225, top5_acc: 0.8236, loss_cls: 1.6051, loss: 1.6051, grad_norm: 3.4269 2020-07-25 17:18:43,998 - mmaction - INFO - Epoch [236][140/940] lr: 9.907e-03, eta: 4:22:45, time: 0.648, data_time: 0.006, memory: 9569, top1_acc: 0.6305, top5_acc: 0.8201, loss_cls: 1.5684, loss: 1.5684, grad_norm: 3.4428 2020-07-25 17:18:56,861 - mmaction - INFO - Epoch [236][160/940] lr: 9.907e-03, eta: 4:22:28, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.6225, top5_acc: 0.8180, loss_cls: 1.5999, loss: 1.5999, grad_norm: 3.4757 2020-07-25 17:19:09,816 - mmaction - INFO - Epoch [236][180/940] lr: 9.907e-03, eta: 4:22:12, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6209, top5_acc: 0.8178, loss_cls: 1.6040, loss: 1.6040, grad_norm: 3.5134 2020-07-25 17:19:22,844 - mmaction - INFO - Epoch [236][200/940] lr: 9.907e-03, eta: 4:21:55, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.6232, top5_acc: 0.8225, loss_cls: 1.5833, loss: 1.5833, grad_norm: 3.5529 2020-07-25 17:19:35,747 - mmaction - INFO - Epoch [236][220/940] lr: 9.907e-03, eta: 4:21:39, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6271, top5_acc: 0.8246, loss_cls: 1.5847, loss: 1.5847, grad_norm: 3.4698 2020-07-25 17:19:49,394 - mmaction - INFO - Epoch [236][240/940] lr: 9.907e-03, eta: 4:21:22, time: 0.683, data_time: 0.022, memory: 9569, top1_acc: 0.6141, top5_acc: 0.8127, loss_cls: 1.6412, loss: 1.6412, grad_norm: 3.5473 2020-07-25 17:20:02,307 - mmaction - INFO - Epoch [236][260/940] lr: 9.907e-03, eta: 4:21:06, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6162, top5_acc: 0.8213, loss_cls: 1.6174, loss: 1.6174, grad_norm: 3.5128 2020-07-25 17:20:15,272 - mmaction - INFO - Epoch [236][280/940] lr: 9.907e-03, eta: 4:20:49, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6121, top5_acc: 0.8082, loss_cls: 1.6632, loss: 1.6632, grad_norm: 3.5704 2020-07-25 17:20:28,170 - mmaction - INFO - Epoch [236][300/940] lr: 9.907e-03, eta: 4:20:32, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6057, top5_acc: 0.8045, loss_cls: 1.6768, loss: 1.6768, grad_norm: 3.5884 2020-07-25 17:20:41,060 - mmaction - INFO - Epoch [236][320/940] lr: 9.907e-03, eta: 4:20:16, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6158, top5_acc: 0.8193, loss_cls: 1.6297, loss: 1.6297, grad_norm: 3.5717 2020-07-25 17:20:54,015 - mmaction - INFO - Epoch [236][340/940] lr: 9.907e-03, eta: 4:19:59, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6059, top5_acc: 0.8164, loss_cls: 1.6606, loss: 1.6606, grad_norm: 3.6400 2020-07-25 17:21:06,875 - mmaction - INFO - Epoch [236][360/940] lr: 9.907e-03, eta: 4:19:43, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6256, top5_acc: 0.8246, loss_cls: 1.5730, loss: 1.5730, grad_norm: 3.5039 2020-07-25 17:21:19,930 - mmaction - INFO - Epoch [236][380/940] lr: 9.907e-03, eta: 4:19:26, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.6152, top5_acc: 0.8141, loss_cls: 1.6356, loss: 1.6356, grad_norm: 3.5494 2020-07-25 17:21:33,164 - mmaction - INFO - Epoch [236][400/940] lr: 9.907e-03, eta: 4:19:10, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.6191, top5_acc: 0.8221, loss_cls: 1.6016, loss: 1.6016, grad_norm: 3.5071 2020-07-25 17:21:46,069 - mmaction - INFO - Epoch [236][420/940] lr: 9.907e-03, eta: 4:18:53, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6059, top5_acc: 0.8172, loss_cls: 1.6393, loss: 1.6393, grad_norm: 3.5795 2020-07-25 17:21:59,004 - mmaction - INFO - Epoch [236][440/940] lr: 9.907e-03, eta: 4:18:37, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6150, top5_acc: 0.8176, loss_cls: 1.6305, loss: 1.6305, grad_norm: 3.5411 2020-07-25 17:22:11,986 - mmaction - INFO - Epoch [236][460/940] lr: 9.907e-03, eta: 4:18:20, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.6172, top5_acc: 0.8168, loss_cls: 1.6507, loss: 1.6507, grad_norm: 3.5801 2020-07-25 17:22:25,131 - mmaction - INFO - Epoch [236][480/940] lr: 9.907e-03, eta: 4:18:04, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.6094, top5_acc: 0.8164, loss_cls: 1.6421, loss: 1.6421, grad_norm: 3.5999 2020-07-25 17:22:38,046 - mmaction - INFO - Epoch [236][500/940] lr: 9.907e-03, eta: 4:17:47, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6109, top5_acc: 0.8115, loss_cls: 1.6430, loss: 1.6430, grad_norm: 3.5842 2020-07-25 17:22:51,004 - mmaction - INFO - Epoch [236][520/940] lr: 9.907e-03, eta: 4:17:31, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6090, top5_acc: 0.8225, loss_cls: 1.6414, loss: 1.6414, grad_norm: 3.6383 2020-07-25 17:23:03,939 - mmaction - INFO - Epoch [236][540/940] lr: 9.907e-03, eta: 4:17:14, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.6307, top5_acc: 0.8225, loss_cls: 1.5699, loss: 1.5699, grad_norm: 3.5048 2020-07-25 17:23:16,853 - mmaction - INFO - Epoch [236][560/940] lr: 9.907e-03, eta: 4:16:58, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6184, top5_acc: 0.8227, loss_cls: 1.6131, loss: 1.6131, grad_norm: 3.5901 2020-07-25 17:23:29,697 - mmaction - INFO - Epoch [236][580/940] lr: 9.907e-03, eta: 4:16:41, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.6102, top5_acc: 0.8109, loss_cls: 1.6649, loss: 1.6649, grad_norm: 3.6384 2020-07-25 17:23:42,607 - mmaction - INFO - Epoch [236][600/940] lr: 9.907e-03, eta: 4:16:25, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6184, top5_acc: 0.8115, loss_cls: 1.6229, loss: 1.6229, grad_norm: 3.5634 2020-07-25 17:23:55,566 - mmaction - INFO - Epoch [236][620/940] lr: 9.907e-03, eta: 4:16:08, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6209, top5_acc: 0.8189, loss_cls: 1.6181, loss: 1.6181, grad_norm: 3.5655 2020-07-25 17:24:08,570 - mmaction - INFO - Epoch [236][640/940] lr: 9.907e-03, eta: 4:15:52, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.6109, top5_acc: 0.8104, loss_cls: 1.6655, loss: 1.6655, grad_norm: 3.6475 2020-07-25 17:24:21,501 - mmaction - INFO - Epoch [236][660/940] lr: 9.907e-03, eta: 4:15:35, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6242, top5_acc: 0.8191, loss_cls: 1.6234, loss: 1.6234, grad_norm: 3.5696 2020-07-25 17:24:34,423 - mmaction - INFO - Epoch [236][680/940] lr: 9.907e-03, eta: 4:15:19, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6096, top5_acc: 0.8135, loss_cls: 1.6461, loss: 1.6461, grad_norm: 3.5872 2020-07-25 17:24:47,327 - mmaction - INFO - Epoch [236][700/940] lr: 9.907e-03, eta: 4:15:02, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.6123, top5_acc: 0.8199, loss_cls: 1.6208, loss: 1.6208, grad_norm: 3.5563 2020-07-25 17:25:00,416 - mmaction - INFO - Epoch [236][720/940] lr: 9.907e-03, eta: 4:14:46, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.6182, top5_acc: 0.8166, loss_cls: 1.6397, loss: 1.6397, grad_norm: 3.5876 2020-07-25 17:25:13,770 - mmaction - INFO - Epoch [236][740/940] lr: 9.907e-03, eta: 4:14:29, time: 0.667, data_time: 0.002, memory: 9569, top1_acc: 0.5992, top5_acc: 0.8088, loss_cls: 1.6698, loss: 1.6698, grad_norm: 3.6659 2020-07-25 17:25:26,731 - mmaction - INFO - Epoch [236][760/940] lr: 9.907e-03, eta: 4:14:13, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.6250, top5_acc: 0.8283, loss_cls: 1.5775, loss: 1.5775, grad_norm: 3.5577 2020-07-25 17:25:39,680 - mmaction - INFO - Epoch [236][780/940] lr: 9.907e-03, eta: 4:13:56, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6076, top5_acc: 0.8135, loss_cls: 1.6481, loss: 1.6481, grad_norm: 3.5936 2020-07-25 17:25:52,573 - mmaction - INFO - Epoch [236][800/940] lr: 9.907e-03, eta: 4:13:40, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6150, top5_acc: 0.8131, loss_cls: 1.6337, loss: 1.6337, grad_norm: 3.5731 2020-07-25 17:26:05,848 - mmaction - INFO - Epoch [236][820/940] lr: 9.907e-03, eta: 4:13:23, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.6293, top5_acc: 0.8270, loss_cls: 1.5876, loss: 1.5876, grad_norm: 3.5355 2020-07-25 17:26:18,771 - mmaction - INFO - Epoch [236][840/940] lr: 9.907e-03, eta: 4:13:07, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6236, top5_acc: 0.8213, loss_cls: 1.6033, loss: 1.6033, grad_norm: 3.4898 2020-07-25 17:26:31,663 - mmaction - INFO - Epoch [236][860/940] lr: 9.907e-03, eta: 4:12:50, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6033, top5_acc: 0.8037, loss_cls: 1.6775, loss: 1.6775, grad_norm: 3.6883 2020-07-25 17:26:44,573 - mmaction - INFO - Epoch [236][880/940] lr: 9.907e-03, eta: 4:12:34, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6141, top5_acc: 0.8201, loss_cls: 1.6053, loss: 1.6053, grad_norm: 3.6306 2020-07-25 17:26:57,533 - mmaction - INFO - Epoch [236][900/940] lr: 9.907e-03, eta: 4:12:17, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6061, top5_acc: 0.8115, loss_cls: 1.6709, loss: 1.6709, grad_norm: 3.6256 2020-07-25 17:27:10,501 - mmaction - INFO - Epoch [236][920/940] lr: 9.907e-03, eta: 4:12:01, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.6115, top5_acc: 0.8148, loss_cls: 1.6603, loss: 1.6603, grad_norm: 3.6346 2020-07-25 17:27:22,754 - mmaction - INFO - Epoch [236][940/940] lr: 9.907e-03, eta: 4:11:44, time: 0.614, data_time: 0.002, memory: 9569, top1_acc: 0.6092, top5_acc: 0.8166, loss_cls: 1.6533, loss: 1.6533, grad_norm: 3.6025 2020-07-25 17:27:27,683 - mmaction - INFO - Saving checkpoint at 236 epochs 2020-07-25 17:29:43,609 - mmaction - INFO - Epoch [237][20/940] lr: 8.991e-03, eta: 4:11:44, time: 6.742, data_time: 6.038, memory: 9569, top1_acc: 0.6125, top5_acc: 0.8219, loss_cls: 1.5968, loss: 1.5968, grad_norm: 3.5297 2020-07-25 17:29:56,679 - mmaction - INFO - Epoch [237][40/940] lr: 8.991e-03, eta: 4:11:28, time: 0.652, data_time: 0.014, memory: 9569, top1_acc: 0.6133, top5_acc: 0.8100, loss_cls: 1.6525, loss: 1.6525, grad_norm: 3.6071 2020-07-25 17:30:09,909 - mmaction - INFO - Epoch [237][60/940] lr: 8.991e-03, eta: 4:11:11, time: 0.663, data_time: 0.003, memory: 9569, top1_acc: 0.6273, top5_acc: 0.8191, loss_cls: 1.5867, loss: 1.5867, grad_norm: 3.5519 2020-07-25 17:30:22,912 - mmaction - INFO - Epoch [237][80/940] lr: 8.991e-03, eta: 4:10:55, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.6092, top5_acc: 0.8211, loss_cls: 1.6315, loss: 1.6315, grad_norm: 3.6296 2020-07-25 17:30:35,757 - mmaction - INFO - Epoch [237][100/940] lr: 8.991e-03, eta: 4:10:38, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.6260, top5_acc: 0.8256, loss_cls: 1.5797, loss: 1.5797, grad_norm: 3.5521 2020-07-25 17:30:49,250 - mmaction - INFO - Epoch [237][120/940] lr: 8.991e-03, eta: 4:10:22, time: 0.674, data_time: 0.002, memory: 9569, top1_acc: 0.6254, top5_acc: 0.8113, loss_cls: 1.6185, loss: 1.6185, grad_norm: 3.4881 2020-07-25 17:31:02,515 - mmaction - INFO - Epoch [237][140/940] lr: 8.991e-03, eta: 4:10:05, time: 0.663, data_time: 0.004, memory: 9569, top1_acc: 0.6178, top5_acc: 0.8086, loss_cls: 1.6332, loss: 1.6332, grad_norm: 3.6093 2020-07-25 17:31:15,474 - mmaction - INFO - Epoch [237][160/940] lr: 8.991e-03, eta: 4:09:49, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6176, top5_acc: 0.8178, loss_cls: 1.6101, loss: 1.6101, grad_norm: 3.5470 2020-07-25 17:31:28,331 - mmaction - INFO - Epoch [237][180/940] lr: 8.991e-03, eta: 4:09:32, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6240, top5_acc: 0.8244, loss_cls: 1.5908, loss: 1.5908, grad_norm: 3.5450 2020-07-25 17:31:41,186 - mmaction - INFO - Epoch [237][200/940] lr: 8.991e-03, eta: 4:09:16, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.6291, top5_acc: 0.8238, loss_cls: 1.5688, loss: 1.5688, grad_norm: 3.5701 2020-07-25 17:31:54,178 - mmaction - INFO - Epoch [237][220/940] lr: 8.991e-03, eta: 4:08:59, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.6301, top5_acc: 0.8162, loss_cls: 1.5759, loss: 1.5759, grad_norm: 3.5202 2020-07-25 17:32:07,100 - mmaction - INFO - Epoch [237][240/940] lr: 8.991e-03, eta: 4:08:43, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6141, top5_acc: 0.8193, loss_cls: 1.6212, loss: 1.6212, grad_norm: 3.6383 2020-07-25 17:32:19,977 - mmaction - INFO - Epoch [237][260/940] lr: 8.991e-03, eta: 4:08:26, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6273, top5_acc: 0.8250, loss_cls: 1.5872, loss: 1.5872, grad_norm: 3.5883 2020-07-25 17:32:32,871 - mmaction - INFO - Epoch [237][280/940] lr: 8.991e-03, eta: 4:08:10, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6100, top5_acc: 0.8178, loss_cls: 1.6456, loss: 1.6456, grad_norm: 3.6331 2020-07-25 17:32:45,979 - mmaction - INFO - Epoch [237][300/940] lr: 8.991e-03, eta: 4:07:53, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.6285, top5_acc: 0.8215, loss_cls: 1.5893, loss: 1.5893, grad_norm: 3.5829 2020-07-25 17:32:58,961 - mmaction - INFO - Epoch [237][320/940] lr: 8.991e-03, eta: 4:07:37, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6217, top5_acc: 0.8225, loss_cls: 1.5958, loss: 1.5958, grad_norm: 3.6328 2020-07-25 17:33:11,867 - mmaction - INFO - Epoch [237][340/940] lr: 8.991e-03, eta: 4:07:20, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6143, top5_acc: 0.8166, loss_cls: 1.6151, loss: 1.6151, grad_norm: 3.6105 2020-07-25 17:33:24,826 - mmaction - INFO - Epoch [237][360/940] lr: 8.991e-03, eta: 4:07:04, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6305, top5_acc: 0.8264, loss_cls: 1.5834, loss: 1.5834, grad_norm: 3.5699 2020-07-25 17:33:37,767 - mmaction - INFO - Epoch [237][380/940] lr: 8.991e-03, eta: 4:06:47, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6244, top5_acc: 0.8281, loss_cls: 1.5712, loss: 1.5712, grad_norm: 3.5840 2020-07-25 17:33:50,694 - mmaction - INFO - Epoch [237][400/940] lr: 8.991e-03, eta: 4:06:31, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6230, top5_acc: 0.8268, loss_cls: 1.5907, loss: 1.5907, grad_norm: 3.6226 2020-07-25 17:34:03,619 - mmaction - INFO - Epoch [237][420/940] lr: 8.991e-03, eta: 4:06:14, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6182, top5_acc: 0.8180, loss_cls: 1.6100, loss: 1.6100, grad_norm: 3.5670 2020-07-25 17:34:16,536 - mmaction - INFO - Epoch [237][440/940] lr: 8.991e-03, eta: 4:05:58, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6271, top5_acc: 0.8295, loss_cls: 1.5717, loss: 1.5717, grad_norm: 3.6326 2020-07-25 17:34:29,556 - mmaction - INFO - Epoch [237][460/940] lr: 8.991e-03, eta: 4:05:41, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.6174, top5_acc: 0.8123, loss_cls: 1.6262, loss: 1.6262, grad_norm: 3.6840 2020-07-25 17:34:42,901 - mmaction - INFO - Epoch [237][480/940] lr: 8.991e-03, eta: 4:05:25, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.6195, top5_acc: 0.8264, loss_cls: 1.5798, loss: 1.5798, grad_norm: 3.6101 2020-07-25 17:34:55,862 - mmaction - INFO - Epoch [237][500/940] lr: 8.991e-03, eta: 4:05:08, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6242, top5_acc: 0.8248, loss_cls: 1.5839, loss: 1.5839, grad_norm: 3.6446 2020-07-25 17:35:08,776 - mmaction - INFO - Epoch [237][520/940] lr: 8.991e-03, eta: 4:04:52, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6355, top5_acc: 0.8260, loss_cls: 1.5710, loss: 1.5710, grad_norm: 3.6326 2020-07-25 17:35:21,761 - mmaction - INFO - Epoch [237][540/940] lr: 8.991e-03, eta: 4:04:35, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6250, top5_acc: 0.8227, loss_cls: 1.5812, loss: 1.5812, grad_norm: 3.6529 2020-07-25 17:35:34,902 - mmaction - INFO - Epoch [237][560/940] lr: 8.991e-03, eta: 4:04:19, time: 0.657, data_time: 0.001, memory: 9569, top1_acc: 0.6264, top5_acc: 0.8229, loss_cls: 1.6111, loss: 1.6111, grad_norm: 3.6562 2020-07-25 17:35:47,805 - mmaction - INFO - Epoch [237][580/940] lr: 8.991e-03, eta: 4:04:02, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6221, top5_acc: 0.8240, loss_cls: 1.5659, loss: 1.5659, grad_norm: 3.5487 2020-07-25 17:36:00,736 - mmaction - INFO - Epoch [237][600/940] lr: 8.991e-03, eta: 4:03:46, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6277, top5_acc: 0.8197, loss_cls: 1.5913, loss: 1.5913, grad_norm: 3.5733 2020-07-25 17:36:13,853 - mmaction - INFO - Epoch [237][620/940] lr: 8.991e-03, eta: 4:03:29, time: 0.656, data_time: 0.003, memory: 9569, top1_acc: 0.6355, top5_acc: 0.8262, loss_cls: 1.5660, loss: 1.5660, grad_norm: 3.6201 2020-07-25 17:36:26,889 - mmaction - INFO - Epoch [237][640/940] lr: 8.991e-03, eta: 4:03:13, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.6188, top5_acc: 0.8234, loss_cls: 1.6010, loss: 1.6010, grad_norm: 3.6807 2020-07-25 17:36:39,819 - mmaction - INFO - Epoch [237][660/940] lr: 8.991e-03, eta: 4:02:56, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6201, top5_acc: 0.8217, loss_cls: 1.5930, loss: 1.5930, grad_norm: 3.6216 2020-07-25 17:36:52,872 - mmaction - INFO - Epoch [237][680/940] lr: 8.991e-03, eta: 4:02:40, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.6217, top5_acc: 0.8197, loss_cls: 1.6035, loss: 1.6035, grad_norm: 3.5564 2020-07-25 17:37:05,826 - mmaction - INFO - Epoch [237][700/940] lr: 8.991e-03, eta: 4:02:23, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.6213, top5_acc: 0.8254, loss_cls: 1.5782, loss: 1.5782, grad_norm: 3.6501 2020-07-25 17:37:18,720 - mmaction - INFO - Epoch [237][720/940] lr: 8.991e-03, eta: 4:02:07, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6166, top5_acc: 0.8168, loss_cls: 1.6205, loss: 1.6205, grad_norm: 3.6672 2020-07-25 17:37:31,655 - mmaction - INFO - Epoch [237][740/940] lr: 8.991e-03, eta: 4:01:51, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6180, top5_acc: 0.8223, loss_cls: 1.5948, loss: 1.5948, grad_norm: 3.6547 2020-07-25 17:37:44,535 - mmaction - INFO - Epoch [237][760/940] lr: 8.991e-03, eta: 4:01:34, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6090, top5_acc: 0.8145, loss_cls: 1.6236, loss: 1.6236, grad_norm: 3.6489 2020-07-25 17:37:57,599 - mmaction - INFO - Epoch [237][780/940] lr: 8.991e-03, eta: 4:01:18, time: 0.653, data_time: 0.003, memory: 9569, top1_acc: 0.6107, top5_acc: 0.8170, loss_cls: 1.6236, loss: 1.6236, grad_norm: 3.6732 2020-07-25 17:38:10,485 - mmaction - INFO - Epoch [237][800/940] lr: 8.991e-03, eta: 4:01:01, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6281, top5_acc: 0.8250, loss_cls: 1.5836, loss: 1.5836, grad_norm: 3.6790 2020-07-25 17:38:23,424 - mmaction - INFO - Epoch [237][820/940] lr: 8.991e-03, eta: 4:00:45, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6123, top5_acc: 0.8207, loss_cls: 1.6162, loss: 1.6162, grad_norm: 3.7081 2020-07-25 17:38:36,340 - mmaction - INFO - Epoch [237][840/940] lr: 8.991e-03, eta: 4:00:28, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6164, top5_acc: 0.8143, loss_cls: 1.6245, loss: 1.6245, grad_norm: 3.6966 2020-07-25 17:38:49,284 - mmaction - INFO - Epoch [237][860/940] lr: 8.991e-03, eta: 4:00:12, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.6072, top5_acc: 0.8031, loss_cls: 1.6743, loss: 1.6743, grad_norm: 3.7463 2020-07-25 17:39:02,287 - mmaction - INFO - Epoch [237][880/940] lr: 8.991e-03, eta: 3:59:55, time: 0.651, data_time: 0.003, memory: 9569, top1_acc: 0.6252, top5_acc: 0.8182, loss_cls: 1.6121, loss: 1.6121, grad_norm: 3.6209 2020-07-25 17:39:15,217 - mmaction - INFO - Epoch [237][900/940] lr: 8.991e-03, eta: 3:59:39, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6152, top5_acc: 0.8092, loss_cls: 1.6359, loss: 1.6359, grad_norm: 3.6583 2020-07-25 17:39:28,087 - mmaction - INFO - Epoch [237][920/940] lr: 8.991e-03, eta: 3:59:22, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6129, top5_acc: 0.8123, loss_cls: 1.6416, loss: 1.6416, grad_norm: 3.6907 2020-07-25 17:39:40,532 - mmaction - INFO - Epoch [237][940/940] lr: 8.991e-03, eta: 3:59:06, time: 0.621, data_time: 0.012, memory: 9569, top1_acc: 0.6193, top5_acc: 0.8257, loss_cls: 1.6050, loss: 1.6050, grad_norm: 3.7128 2020-07-25 17:42:14,731 - mmaction - INFO - Epoch [238][20/940] lr: 8.118e-03, eta: 3:59:07, time: 7.515, data_time: 6.835, memory: 9569, top1_acc: 0.6258, top5_acc: 0.8189, loss_cls: 1.6016, loss: 1.6016, grad_norm: 3.6121 2020-07-25 17:42:27,525 - mmaction - INFO - Epoch [238][40/940] lr: 8.118e-03, eta: 3:58:51, time: 0.639, data_time: 0.002, memory: 9569, top1_acc: 0.6361, top5_acc: 0.8301, loss_cls: 1.5339, loss: 1.5339, grad_norm: 3.5744 2020-07-25 17:42:40,499 - mmaction - INFO - Epoch [238][60/940] lr: 8.118e-03, eta: 3:58:34, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6367, top5_acc: 0.8314, loss_cls: 1.5336, loss: 1.5336, grad_norm: 3.6107 2020-07-25 17:42:53,461 - mmaction - INFO - Epoch [238][80/940] lr: 8.118e-03, eta: 3:58:18, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6143, top5_acc: 0.8123, loss_cls: 1.6345, loss: 1.6345, grad_norm: 3.7176 2020-07-25 17:43:06,382 - mmaction - INFO - Epoch [238][100/940] lr: 8.118e-03, eta: 3:58:01, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6318, top5_acc: 0.8197, loss_cls: 1.5650, loss: 1.5650, grad_norm: 3.6345 2020-07-25 17:43:19,272 - mmaction - INFO - Epoch [238][120/940] lr: 8.118e-03, eta: 3:57:45, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6182, top5_acc: 0.8148, loss_cls: 1.6267, loss: 1.6267, grad_norm: 3.6205 2020-07-25 17:43:32,137 - mmaction - INFO - Epoch [238][140/940] lr: 8.118e-03, eta: 3:57:28, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.6193, top5_acc: 0.8176, loss_cls: 1.5973, loss: 1.5973, grad_norm: 3.6679 2020-07-25 17:43:45,160 - mmaction - INFO - Epoch [238][160/940] lr: 8.118e-03, eta: 3:57:12, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.6229, top5_acc: 0.8135, loss_cls: 1.5974, loss: 1.5974, grad_norm: 3.6892 2020-07-25 17:43:58,028 - mmaction - INFO - Epoch [238][180/940] lr: 8.118e-03, eta: 3:56:55, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6275, top5_acc: 0.8225, loss_cls: 1.5674, loss: 1.5674, grad_norm: 3.6568 2020-07-25 17:44:11,151 - mmaction - INFO - Epoch [238][200/940] lr: 8.118e-03, eta: 3:56:39, time: 0.657, data_time: 0.001, memory: 9569, top1_acc: 0.6316, top5_acc: 0.8182, loss_cls: 1.5970, loss: 1.5970, grad_norm: 3.7122 2020-07-25 17:44:24,158 - mmaction - INFO - Epoch [238][220/940] lr: 8.118e-03, eta: 3:56:22, time: 0.650, data_time: 0.000, memory: 9569, top1_acc: 0.6277, top5_acc: 0.8176, loss_cls: 1.5978, loss: 1.5978, grad_norm: 3.6689 2020-07-25 17:44:37,490 - mmaction - INFO - Epoch [238][240/940] lr: 8.118e-03, eta: 3:56:06, time: 0.667, data_time: 0.003, memory: 9569, top1_acc: 0.6217, top5_acc: 0.8170, loss_cls: 1.6177, loss: 1.6177, grad_norm: 3.6837 2020-07-25 17:44:50,709 - mmaction - INFO - Epoch [238][260/940] lr: 8.118e-03, eta: 3:55:49, time: 0.660, data_time: 0.001, memory: 9569, top1_acc: 0.6301, top5_acc: 0.8271, loss_cls: 1.5412, loss: 1.5412, grad_norm: 3.6528 2020-07-25 17:45:03,850 - mmaction - INFO - Epoch [238][280/940] lr: 8.118e-03, eta: 3:55:33, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.6301, top5_acc: 0.8309, loss_cls: 1.5426, loss: 1.5426, grad_norm: 3.6734 2020-07-25 17:45:17,085 - mmaction - INFO - Epoch [238][300/940] lr: 8.118e-03, eta: 3:55:16, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.6225, top5_acc: 0.8248, loss_cls: 1.5970, loss: 1.5970, grad_norm: 3.6888 2020-07-25 17:45:30,035 - mmaction - INFO - Epoch [238][320/940] lr: 8.118e-03, eta: 3:55:00, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6182, top5_acc: 0.8217, loss_cls: 1.5975, loss: 1.5975, grad_norm: 3.6224 2020-07-25 17:45:42,986 - mmaction - INFO - Epoch [238][340/940] lr: 8.118e-03, eta: 3:54:43, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6279, top5_acc: 0.8332, loss_cls: 1.5470, loss: 1.5470, grad_norm: 3.6306 2020-07-25 17:45:56,407 - mmaction - INFO - Epoch [238][360/940] lr: 8.118e-03, eta: 3:54:27, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.6363, top5_acc: 0.8283, loss_cls: 1.5569, loss: 1.5569, grad_norm: 3.6444 2020-07-25 17:46:09,339 - mmaction - INFO - Epoch [238][380/940] lr: 8.118e-03, eta: 3:54:11, time: 0.648, data_time: 0.004, memory: 9569, top1_acc: 0.6320, top5_acc: 0.8230, loss_cls: 1.5578, loss: 1.5578, grad_norm: 3.6889 2020-07-25 17:46:22,334 - mmaction - INFO - Epoch [238][400/940] lr: 8.118e-03, eta: 3:53:54, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.6299, top5_acc: 0.8279, loss_cls: 1.5740, loss: 1.5740, grad_norm: 3.7152 2020-07-25 17:46:35,276 - mmaction - INFO - Epoch [238][420/940] lr: 8.118e-03, eta: 3:53:38, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6277, top5_acc: 0.8250, loss_cls: 1.5712, loss: 1.5712, grad_norm: 3.6820 2020-07-25 17:46:48,365 - mmaction - INFO - Epoch [238][440/940] lr: 8.118e-03, eta: 3:53:21, time: 0.655, data_time: 0.009, memory: 9569, top1_acc: 0.6277, top5_acc: 0.8164, loss_cls: 1.5917, loss: 1.5917, grad_norm: 3.6442 2020-07-25 17:47:01,335 - mmaction - INFO - Epoch [238][460/940] lr: 8.118e-03, eta: 3:53:05, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.6297, top5_acc: 0.8275, loss_cls: 1.5456, loss: 1.5456, grad_norm: 3.6876 2020-07-25 17:47:14,399 - mmaction - INFO - Epoch [238][480/940] lr: 8.118e-03, eta: 3:52:48, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.6281, top5_acc: 0.8162, loss_cls: 1.5821, loss: 1.5821, grad_norm: 3.6743 2020-07-25 17:47:27,350 - mmaction - INFO - Epoch [238][500/940] lr: 8.118e-03, eta: 3:52:32, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6207, top5_acc: 0.8209, loss_cls: 1.6105, loss: 1.6105, grad_norm: 3.7228 2020-07-25 17:47:40,315 - mmaction - INFO - Epoch [238][520/940] lr: 8.118e-03, eta: 3:52:15, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6227, top5_acc: 0.8313, loss_cls: 1.5602, loss: 1.5602, grad_norm: 3.6681 2020-07-25 17:47:53,424 - mmaction - INFO - Epoch [238][540/940] lr: 8.118e-03, eta: 3:51:59, time: 0.655, data_time: 0.010, memory: 9569, top1_acc: 0.6180, top5_acc: 0.8248, loss_cls: 1.5854, loss: 1.5854, grad_norm: 3.7731 2020-07-25 17:48:06,675 - mmaction - INFO - Epoch [238][560/940] lr: 8.118e-03, eta: 3:51:42, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.6201, top5_acc: 0.8252, loss_cls: 1.5797, loss: 1.5797, grad_norm: 3.7345 2020-07-25 17:48:19,715 - mmaction - INFO - Epoch [238][580/940] lr: 8.118e-03, eta: 3:51:26, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.6266, top5_acc: 0.8174, loss_cls: 1.5938, loss: 1.5938, grad_norm: 3.6727 2020-07-25 17:48:32,620 - mmaction - INFO - Epoch [238][600/940] lr: 8.118e-03, eta: 3:51:10, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6244, top5_acc: 0.8227, loss_cls: 1.5834, loss: 1.5834, grad_norm: 3.6838 2020-07-25 17:48:45,550 - mmaction - INFO - Epoch [238][620/940] lr: 8.118e-03, eta: 3:50:53, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6217, top5_acc: 0.8244, loss_cls: 1.5930, loss: 1.5930, grad_norm: 3.6939 2020-07-25 17:48:58,447 - mmaction - INFO - Epoch [238][640/940] lr: 8.118e-03, eta: 3:50:37, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6164, top5_acc: 0.8131, loss_cls: 1.6214, loss: 1.6214, grad_norm: 3.6843 2020-07-25 17:49:11,464 - mmaction - INFO - Epoch [238][660/940] lr: 8.118e-03, eta: 3:50:20, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.6326, top5_acc: 0.8162, loss_cls: 1.6021, loss: 1.6021, grad_norm: 3.6926 2020-07-25 17:49:24,500 - mmaction - INFO - Epoch [238][680/940] lr: 8.118e-03, eta: 3:50:04, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.6178, top5_acc: 0.8191, loss_cls: 1.6206, loss: 1.6206, grad_norm: 3.7509 2020-07-25 17:49:37,473 - mmaction - INFO - Epoch [238][700/940] lr: 8.118e-03, eta: 3:49:47, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6309, top5_acc: 0.8270, loss_cls: 1.5714, loss: 1.5714, grad_norm: 3.6818 2020-07-25 17:49:50,386 - mmaction - INFO - Epoch [238][720/940] lr: 8.118e-03, eta: 3:49:31, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6180, top5_acc: 0.8227, loss_cls: 1.5975, loss: 1.5975, grad_norm: 3.7175 2020-07-25 17:50:03,517 - mmaction - INFO - Epoch [238][740/940] lr: 8.118e-03, eta: 3:49:14, time: 0.657, data_time: 0.010, memory: 9569, top1_acc: 0.6330, top5_acc: 0.8232, loss_cls: 1.5678, loss: 1.5678, grad_norm: 3.6893 2020-07-25 17:50:16,578 - mmaction - INFO - Epoch [238][760/940] lr: 8.118e-03, eta: 3:48:58, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.6221, top5_acc: 0.8291, loss_cls: 1.5857, loss: 1.5857, grad_norm: 3.7286 2020-07-25 17:50:29,622 - mmaction - INFO - Epoch [238][780/940] lr: 8.118e-03, eta: 3:48:41, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.6268, top5_acc: 0.8238, loss_cls: 1.5680, loss: 1.5680, grad_norm: 3.7482 2020-07-25 17:50:42,654 - mmaction - INFO - Epoch [238][800/940] lr: 8.118e-03, eta: 3:48:25, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.6281, top5_acc: 0.8209, loss_cls: 1.5691, loss: 1.5691, grad_norm: 3.6528 2020-07-25 17:50:55,593 - mmaction - INFO - Epoch [238][820/940] lr: 8.118e-03, eta: 3:48:09, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6232, top5_acc: 0.8158, loss_cls: 1.6118, loss: 1.6118, grad_norm: 3.6883 2020-07-25 17:51:08,665 - mmaction - INFO - Epoch [238][840/940] lr: 8.118e-03, eta: 3:47:52, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.6189, top5_acc: 0.8152, loss_cls: 1.6260, loss: 1.6260, grad_norm: 3.7169 2020-07-25 17:51:21,732 - mmaction - INFO - Epoch [238][860/940] lr: 8.118e-03, eta: 3:47:36, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.6141, top5_acc: 0.8256, loss_cls: 1.6059, loss: 1.6059, grad_norm: 3.7098 2020-07-25 17:51:34,621 - mmaction - INFO - Epoch [238][880/940] lr: 8.118e-03, eta: 3:47:19, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6295, top5_acc: 0.8307, loss_cls: 1.5610, loss: 1.5610, grad_norm: 3.6907 2020-07-25 17:51:47,512 - mmaction - INFO - Epoch [238][900/940] lr: 8.118e-03, eta: 3:47:03, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6316, top5_acc: 0.8264, loss_cls: 1.5611, loss: 1.5611, grad_norm: 3.6978 2020-07-25 17:52:00,520 - mmaction - INFO - Epoch [238][920/940] lr: 8.118e-03, eta: 3:46:46, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.6223, top5_acc: 0.8141, loss_cls: 1.6021, loss: 1.6021, grad_norm: 3.7086 2020-07-25 17:52:12,720 - mmaction - INFO - Epoch [238][940/940] lr: 8.118e-03, eta: 3:46:30, time: 0.610, data_time: 0.001, memory: 9569, top1_acc: 0.6278, top5_acc: 0.8245, loss_cls: 1.5898, loss: 1.5898, grad_norm: 3.7873 2020-07-25 17:54:48,883 - mmaction - INFO - Epoch [239][20/940] lr: 7.289e-03, eta: 3:46:30, time: 7.566, data_time: 6.255, memory: 9569, top1_acc: 0.6338, top5_acc: 0.8271, loss_cls: 1.5610, loss: 1.5610, grad_norm: 3.7006 2020-07-25 17:55:02,016 - mmaction - INFO - Epoch [239][40/940] lr: 7.289e-03, eta: 3:46:14, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.6215, top5_acc: 0.8262, loss_cls: 1.5774, loss: 1.5774, grad_norm: 3.7657 2020-07-25 17:55:15,422 - mmaction - INFO - Epoch [239][60/940] lr: 7.289e-03, eta: 3:45:57, time: 0.672, data_time: 0.003, memory: 9569, top1_acc: 0.6309, top5_acc: 0.8201, loss_cls: 1.5736, loss: 1.5736, grad_norm: 3.7215 2020-07-25 17:55:28,348 - mmaction - INFO - Epoch [239][80/940] lr: 7.289e-03, eta: 3:45:41, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6328, top5_acc: 0.8301, loss_cls: 1.5409, loss: 1.5409, grad_norm: 3.6545 2020-07-25 17:55:41,204 - mmaction - INFO - Epoch [239][100/940] lr: 7.289e-03, eta: 3:45:25, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.6318, top5_acc: 0.8361, loss_cls: 1.5286, loss: 1.5286, grad_norm: 3.6977 2020-07-25 17:55:54,230 - mmaction - INFO - Epoch [239][120/940] lr: 7.289e-03, eta: 3:45:08, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.6244, top5_acc: 0.8309, loss_cls: 1.5539, loss: 1.5539, grad_norm: 3.7083 2020-07-25 17:56:07,154 - mmaction - INFO - Epoch [239][140/940] lr: 7.289e-03, eta: 3:44:52, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6232, top5_acc: 0.8230, loss_cls: 1.5713, loss: 1.5713, grad_norm: 3.7590 2020-07-25 17:56:20,071 - mmaction - INFO - Epoch [239][160/940] lr: 7.289e-03, eta: 3:44:35, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6273, top5_acc: 0.8205, loss_cls: 1.5662, loss: 1.5662, grad_norm: 3.6279 2020-07-25 17:56:32,947 - mmaction - INFO - Epoch [239][180/940] lr: 7.289e-03, eta: 3:44:19, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6357, top5_acc: 0.8297, loss_cls: 1.5403, loss: 1.5403, grad_norm: 3.6644 2020-07-25 17:56:45,981 - mmaction - INFO - Epoch [239][200/940] lr: 7.289e-03, eta: 3:44:02, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.6320, top5_acc: 0.8324, loss_cls: 1.5392, loss: 1.5392, grad_norm: 3.7171 2020-07-25 17:56:58,967 - mmaction - INFO - Epoch [239][220/940] lr: 7.289e-03, eta: 3:43:46, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.6346, top5_acc: 0.8248, loss_cls: 1.5459, loss: 1.5459, grad_norm: 3.6754 2020-07-25 17:57:11,875 - mmaction - INFO - Epoch [239][240/940] lr: 7.289e-03, eta: 3:43:29, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6305, top5_acc: 0.8299, loss_cls: 1.5473, loss: 1.5473, grad_norm: 3.6822 2020-07-25 17:57:25,083 - mmaction - INFO - Epoch [239][260/940] lr: 7.289e-03, eta: 3:43:13, time: 0.661, data_time: 0.017, memory: 9569, top1_acc: 0.6295, top5_acc: 0.8285, loss_cls: 1.5424, loss: 1.5424, grad_norm: 3.6389 2020-07-25 17:57:38,145 - mmaction - INFO - Epoch [239][280/940] lr: 7.289e-03, eta: 3:42:56, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.6273, top5_acc: 0.8289, loss_cls: 1.5671, loss: 1.5671, grad_norm: 3.7205 2020-07-25 17:57:51,479 - mmaction - INFO - Epoch [239][300/940] lr: 7.289e-03, eta: 3:42:40, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.6295, top5_acc: 0.8287, loss_cls: 1.5503, loss: 1.5503, grad_norm: 3.7175 2020-07-25 17:58:04,396 - mmaction - INFO - Epoch [239][320/940] lr: 7.289e-03, eta: 3:42:24, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6379, top5_acc: 0.8338, loss_cls: 1.5205, loss: 1.5205, grad_norm: 3.6790 2020-07-25 17:58:17,294 - mmaction - INFO - Epoch [239][340/940] lr: 7.289e-03, eta: 3:42:07, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6305, top5_acc: 0.8244, loss_cls: 1.5419, loss: 1.5419, grad_norm: 3.7229 2020-07-25 17:58:30,215 - mmaction - INFO - Epoch [239][360/940] lr: 7.289e-03, eta: 3:41:51, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6387, top5_acc: 0.8287, loss_cls: 1.5415, loss: 1.5415, grad_norm: 3.6787 2020-07-25 17:58:43,302 - mmaction - INFO - Epoch [239][380/940] lr: 7.289e-03, eta: 3:41:34, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.6160, top5_acc: 0.8213, loss_cls: 1.5886, loss: 1.5886, grad_norm: 3.7962 2020-07-25 17:58:56,236 - mmaction - INFO - Epoch [239][400/940] lr: 7.289e-03, eta: 3:41:18, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6305, top5_acc: 0.8246, loss_cls: 1.5559, loss: 1.5559, grad_norm: 3.7646 2020-07-25 17:59:09,203 - mmaction - INFO - Epoch [239][420/940] lr: 7.289e-03, eta: 3:41:01, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6359, top5_acc: 0.8229, loss_cls: 1.5708, loss: 1.5708, grad_norm: 3.7286 2020-07-25 17:59:22,091 - mmaction - INFO - Epoch [239][440/940] lr: 7.289e-03, eta: 3:40:45, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6256, top5_acc: 0.8170, loss_cls: 1.6095, loss: 1.6095, grad_norm: 3.7721 2020-07-25 17:59:35,249 - mmaction - INFO - Epoch [239][460/940] lr: 7.289e-03, eta: 3:40:28, time: 0.659, data_time: 0.006, memory: 9569, top1_acc: 0.6275, top5_acc: 0.8240, loss_cls: 1.5610, loss: 1.5610, grad_norm: 3.7718 2020-07-25 17:59:48,836 - mmaction - INFO - Epoch [239][480/940] lr: 7.289e-03, eta: 3:40:12, time: 0.679, data_time: 0.000, memory: 9569, top1_acc: 0.6260, top5_acc: 0.8271, loss_cls: 1.5932, loss: 1.5932, grad_norm: 3.7857 2020-07-25 18:00:01,780 - mmaction - INFO - Epoch [239][500/940] lr: 7.289e-03, eta: 3:39:56, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6279, top5_acc: 0.8283, loss_cls: 1.5605, loss: 1.5605, grad_norm: 3.6969 2020-07-25 18:00:21,796 - mmaction - INFO - Epoch [239][520/940] lr: 7.289e-03, eta: 3:39:40, time: 1.000, data_time: 0.027, memory: 9569, top1_acc: 0.6367, top5_acc: 0.8307, loss_cls: 1.5392, loss: 1.5392, grad_norm: 3.7879 2020-07-25 18:00:34,945 - mmaction - INFO - Epoch [239][540/940] lr: 7.289e-03, eta: 3:39:24, time: 0.659, data_time: 0.004, memory: 9569, top1_acc: 0.6281, top5_acc: 0.8262, loss_cls: 1.5613, loss: 1.5613, grad_norm: 3.7653 2020-07-25 18:00:47,860 - mmaction - INFO - Epoch [239][560/940] lr: 7.289e-03, eta: 3:39:07, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6258, top5_acc: 0.8252, loss_cls: 1.5556, loss: 1.5556, grad_norm: 3.7403 2020-07-25 18:01:01,217 - mmaction - INFO - Epoch [239][580/940] lr: 7.289e-03, eta: 3:38:51, time: 0.667, data_time: 0.000, memory: 9569, top1_acc: 0.6211, top5_acc: 0.8254, loss_cls: 1.5942, loss: 1.5942, grad_norm: 3.7367 2020-07-25 18:01:14,817 - mmaction - INFO - Epoch [239][600/940] lr: 7.289e-03, eta: 3:38:34, time: 0.679, data_time: 0.002, memory: 9569, top1_acc: 0.6309, top5_acc: 0.8275, loss_cls: 1.5551, loss: 1.5551, grad_norm: 3.7891 2020-07-25 18:01:27,704 - mmaction - INFO - Epoch [239][620/940] lr: 7.289e-03, eta: 3:38:18, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.6443, top5_acc: 0.8355, loss_cls: 1.5271, loss: 1.5271, grad_norm: 3.6855 2020-07-25 18:01:40,970 - mmaction - INFO - Epoch [239][640/940] lr: 7.289e-03, eta: 3:38:02, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.6186, top5_acc: 0.8166, loss_cls: 1.5978, loss: 1.5978, grad_norm: 3.7122 2020-07-25 18:01:54,065 - mmaction - INFO - Epoch [239][660/940] lr: 7.289e-03, eta: 3:37:45, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.6367, top5_acc: 0.8299, loss_cls: 1.5365, loss: 1.5365, grad_norm: 3.7289 2020-07-25 18:02:06,972 - mmaction - INFO - Epoch [239][680/940] lr: 7.289e-03, eta: 3:37:29, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6303, top5_acc: 0.8291, loss_cls: 1.5476, loss: 1.5476, grad_norm: 3.7926 2020-07-25 18:02:20,201 - mmaction - INFO - Epoch [239][700/940] lr: 7.289e-03, eta: 3:37:12, time: 0.661, data_time: 0.001, memory: 9569, top1_acc: 0.6217, top5_acc: 0.8178, loss_cls: 1.6054, loss: 1.6054, grad_norm: 3.8085 2020-07-25 18:02:33,138 - mmaction - INFO - Epoch [239][720/940] lr: 7.289e-03, eta: 3:36:56, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6434, top5_acc: 0.8287, loss_cls: 1.5293, loss: 1.5293, grad_norm: 3.6788 2020-07-25 18:02:46,047 - mmaction - INFO - Epoch [239][740/940] lr: 7.289e-03, eta: 3:36:39, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6205, top5_acc: 0.8248, loss_cls: 1.5866, loss: 1.5866, grad_norm: 3.7746 2020-07-25 18:02:59,261 - mmaction - INFO - Epoch [239][760/940] lr: 7.289e-03, eta: 3:36:23, time: 0.659, data_time: 0.001, memory: 9569, top1_acc: 0.6229, top5_acc: 0.8225, loss_cls: 1.5654, loss: 1.5654, grad_norm: 3.7946 2020-07-25 18:03:12,381 - mmaction - INFO - Epoch [239][780/940] lr: 7.289e-03, eta: 3:36:07, time: 0.658, data_time: 0.003, memory: 9569, top1_acc: 0.6256, top5_acc: 0.8316, loss_cls: 1.5523, loss: 1.5523, grad_norm: 3.7587 2020-07-25 18:03:25,342 - mmaction - INFO - Epoch [239][800/940] lr: 7.289e-03, eta: 3:35:50, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6291, top5_acc: 0.8215, loss_cls: 1.5669, loss: 1.5669, grad_norm: 3.7126 2020-07-25 18:03:38,646 - mmaction - INFO - Epoch [239][820/940] lr: 7.289e-03, eta: 3:35:34, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.6277, top5_acc: 0.8291, loss_cls: 1.5839, loss: 1.5839, grad_norm: 3.7510 2020-07-25 18:03:51,691 - mmaction - INFO - Epoch [239][840/940] lr: 7.289e-03, eta: 3:35:17, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.6244, top5_acc: 0.8186, loss_cls: 1.5941, loss: 1.5941, grad_norm: 3.8068 2020-07-25 18:04:04,649 - mmaction - INFO - Epoch [239][860/940] lr: 7.289e-03, eta: 3:35:01, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6266, top5_acc: 0.8258, loss_cls: 1.5648, loss: 1.5648, grad_norm: 3.7569 2020-07-25 18:04:17,972 - mmaction - INFO - Epoch [239][880/940] lr: 7.289e-03, eta: 3:34:44, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.6232, top5_acc: 0.8225, loss_cls: 1.5861, loss: 1.5861, grad_norm: 3.7656 2020-07-25 18:04:30,864 - mmaction - INFO - Epoch [239][900/940] lr: 7.289e-03, eta: 3:34:28, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6258, top5_acc: 0.8256, loss_cls: 1.5670, loss: 1.5670, grad_norm: 3.7419 2020-07-25 18:04:43,770 - mmaction - INFO - Epoch [239][920/940] lr: 7.289e-03, eta: 3:34:12, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6260, top5_acc: 0.8260, loss_cls: 1.5607, loss: 1.5607, grad_norm: 3.6754 2020-07-25 18:04:56,030 - mmaction - INFO - Epoch [239][940/940] lr: 7.289e-03, eta: 3:33:55, time: 0.612, data_time: 0.001, memory: 9569, top1_acc: 0.6230, top5_acc: 0.8125, loss_cls: 1.6224, loss: 1.6224, grad_norm: 3.8185 2020-07-25 18:08:03,774 - mmaction - INFO - Epoch [240][20/940] lr: 6.505e-03, eta: 3:33:58, time: 8.836, data_time: 8.123, memory: 9569, top1_acc: 0.6457, top5_acc: 0.8322, loss_cls: 1.5151, loss: 1.5151, grad_norm: 3.6995 2020-07-25 18:08:17,145 - mmaction - INFO - Epoch [240][40/940] lr: 6.505e-03, eta: 3:33:41, time: 0.669, data_time: 0.002, memory: 9569, top1_acc: 0.6350, top5_acc: 0.8229, loss_cls: 1.5415, loss: 1.5415, grad_norm: 3.7105 2020-07-25 18:08:30,343 - mmaction - INFO - Epoch [240][60/940] lr: 6.505e-03, eta: 3:33:25, time: 0.660, data_time: 0.002, memory: 9569, top1_acc: 0.6285, top5_acc: 0.8279, loss_cls: 1.5348, loss: 1.5348, grad_norm: 3.7711 2020-07-25 18:08:43,234 - mmaction - INFO - Epoch [240][80/940] lr: 6.505e-03, eta: 3:33:08, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6268, top5_acc: 0.8250, loss_cls: 1.5477, loss: 1.5477, grad_norm: 3.7372 2020-07-25 18:08:56,069 - mmaction - INFO - Epoch [240][100/940] lr: 6.505e-03, eta: 3:32:52, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.6348, top5_acc: 0.8316, loss_cls: 1.5284, loss: 1.5284, grad_norm: 3.7490 2020-07-25 18:09:08,978 - mmaction - INFO - Epoch [240][120/940] lr: 6.505e-03, eta: 3:32:35, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6281, top5_acc: 0.8229, loss_cls: 1.5874, loss: 1.5874, grad_norm: 3.8141 2020-07-25 18:09:21,932 - mmaction - INFO - Epoch [240][140/940] lr: 6.505e-03, eta: 3:32:19, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6193, top5_acc: 0.8246, loss_cls: 1.5649, loss: 1.5649, grad_norm: 3.7337 2020-07-25 18:09:35,019 - mmaction - INFO - Epoch [240][160/940] lr: 6.505e-03, eta: 3:32:03, time: 0.655, data_time: 0.010, memory: 9569, top1_acc: 0.6273, top5_acc: 0.8268, loss_cls: 1.5687, loss: 1.5687, grad_norm: 3.7937 2020-07-25 18:09:48,400 - mmaction - INFO - Epoch [240][180/940] lr: 6.505e-03, eta: 3:31:46, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.6361, top5_acc: 0.8338, loss_cls: 1.5150, loss: 1.5150, grad_norm: 3.7561 2020-07-25 18:10:01,467 - mmaction - INFO - Epoch [240][200/940] lr: 6.505e-03, eta: 3:31:30, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.6416, top5_acc: 0.8400, loss_cls: 1.5079, loss: 1.5079, grad_norm: 3.7769 2020-07-25 18:10:14,366 - mmaction - INFO - Epoch [240][220/940] lr: 6.505e-03, eta: 3:31:13, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6396, top5_acc: 0.8277, loss_cls: 1.5251, loss: 1.5251, grad_norm: 3.7199 2020-07-25 18:10:27,234 - mmaction - INFO - Epoch [240][240/940] lr: 6.505e-03, eta: 3:30:57, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6441, top5_acc: 0.8305, loss_cls: 1.5035, loss: 1.5035, grad_norm: 3.7032 2020-07-25 18:10:40,121 - mmaction - INFO - Epoch [240][260/940] lr: 6.505e-03, eta: 3:30:40, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.6355, top5_acc: 0.8375, loss_cls: 1.5094, loss: 1.5094, grad_norm: 3.7264 2020-07-25 18:10:53,064 - mmaction - INFO - Epoch [240][280/940] lr: 6.505e-03, eta: 3:30:24, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6416, top5_acc: 0.8330, loss_cls: 1.5194, loss: 1.5194, grad_norm: 3.7664 2020-07-25 18:11:06,023 - mmaction - INFO - Epoch [240][300/940] lr: 6.505e-03, eta: 3:30:08, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6387, top5_acc: 0.8391, loss_cls: 1.5185, loss: 1.5185, grad_norm: 3.7267 2020-07-25 18:11:18,953 - mmaction - INFO - Epoch [240][320/940] lr: 6.505e-03, eta: 3:29:51, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6352, top5_acc: 0.8295, loss_cls: 1.5331, loss: 1.5331, grad_norm: 3.7426 2020-07-25 18:11:32,043 - mmaction - INFO - Epoch [240][340/940] lr: 6.505e-03, eta: 3:29:35, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.6410, top5_acc: 0.8313, loss_cls: 1.5256, loss: 1.5256, grad_norm: 3.7556 2020-07-25 18:11:45,387 - mmaction - INFO - Epoch [240][360/940] lr: 6.505e-03, eta: 3:29:18, time: 0.667, data_time: 0.003, memory: 9569, top1_acc: 0.6367, top5_acc: 0.8270, loss_cls: 1.5452, loss: 1.5452, grad_norm: 3.7168 2020-07-25 18:11:58,596 - mmaction - INFO - Epoch [240][380/940] lr: 6.505e-03, eta: 3:29:02, time: 0.659, data_time: 0.001, memory: 9569, top1_acc: 0.6328, top5_acc: 0.8195, loss_cls: 1.5674, loss: 1.5674, grad_norm: 3.7568 2020-07-25 18:12:11,700 - mmaction - INFO - Epoch [240][400/940] lr: 6.505e-03, eta: 3:28:45, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.6283, top5_acc: 0.8199, loss_cls: 1.5952, loss: 1.5952, grad_norm: 3.8055 2020-07-25 18:12:24,610 - mmaction - INFO - Epoch [240][420/940] lr: 6.505e-03, eta: 3:28:29, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6402, top5_acc: 0.8297, loss_cls: 1.5118, loss: 1.5118, grad_norm: 3.6699 2020-07-25 18:12:37,474 - mmaction - INFO - Epoch [240][440/940] lr: 6.505e-03, eta: 3:28:13, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6328, top5_acc: 0.8324, loss_cls: 1.5315, loss: 1.5315, grad_norm: 3.7812 2020-07-25 18:12:50,478 - mmaction - INFO - Epoch [240][460/940] lr: 6.505e-03, eta: 3:27:56, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.6406, top5_acc: 0.8283, loss_cls: 1.5317, loss: 1.5317, grad_norm: 3.7080 2020-07-25 18:13:03,394 - mmaction - INFO - Epoch [240][480/940] lr: 6.505e-03, eta: 3:27:40, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6391, top5_acc: 0.8355, loss_cls: 1.5076, loss: 1.5076, grad_norm: 3.7408 2020-07-25 18:13:16,361 - mmaction - INFO - Epoch [240][500/940] lr: 6.505e-03, eta: 3:27:23, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.6430, top5_acc: 0.8365, loss_cls: 1.5074, loss: 1.5074, grad_norm: 3.7664 2020-07-25 18:13:29,268 - mmaction - INFO - Epoch [240][520/940] lr: 6.505e-03, eta: 3:27:07, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6361, top5_acc: 0.8256, loss_cls: 1.5433, loss: 1.5433, grad_norm: 3.7722 2020-07-25 18:13:42,307 - mmaction - INFO - Epoch [240][540/940] lr: 6.505e-03, eta: 3:26:50, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.6375, top5_acc: 0.8238, loss_cls: 1.5368, loss: 1.5368, grad_norm: 3.8000 2020-07-25 18:13:55,220 - mmaction - INFO - Epoch [240][560/940] lr: 6.505e-03, eta: 3:26:34, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6342, top5_acc: 0.8273, loss_cls: 1.5481, loss: 1.5481, grad_norm: 3.8044 2020-07-25 18:14:08,214 - mmaction - INFO - Epoch [240][580/940] lr: 6.505e-03, eta: 3:26:18, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.6273, top5_acc: 0.8221, loss_cls: 1.5742, loss: 1.5742, grad_norm: 3.8123 2020-07-25 18:14:21,141 - mmaction - INFO - Epoch [240][600/940] lr: 6.505e-03, eta: 3:26:01, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6311, top5_acc: 0.8264, loss_cls: 1.5567, loss: 1.5567, grad_norm: 3.7663 2020-07-25 18:14:34,070 - mmaction - INFO - Epoch [240][620/940] lr: 6.505e-03, eta: 3:25:45, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6418, top5_acc: 0.8313, loss_cls: 1.4968, loss: 1.4968, grad_norm: 3.7374 2020-07-25 18:14:47,018 - mmaction - INFO - Epoch [240][640/940] lr: 6.505e-03, eta: 3:25:28, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6508, top5_acc: 0.8416, loss_cls: 1.4639, loss: 1.4639, grad_norm: 3.6973 2020-07-25 18:14:59,991 - mmaction - INFO - Epoch [240][660/940] lr: 6.505e-03, eta: 3:25:12, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6344, top5_acc: 0.8266, loss_cls: 1.5521, loss: 1.5521, grad_norm: 3.7542 2020-07-25 18:15:12,926 - mmaction - INFO - Epoch [240][680/940] lr: 6.505e-03, eta: 3:24:56, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6400, top5_acc: 0.8299, loss_cls: 1.5254, loss: 1.5254, grad_norm: 3.7643 2020-07-25 18:15:25,831 - mmaction - INFO - Epoch [240][700/940] lr: 6.505e-03, eta: 3:24:39, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6451, top5_acc: 0.8328, loss_cls: 1.5097, loss: 1.5097, grad_norm: 3.7188 2020-07-25 18:15:38,767 - mmaction - INFO - Epoch [240][720/940] lr: 6.505e-03, eta: 3:24:23, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6410, top5_acc: 0.8316, loss_cls: 1.5113, loss: 1.5113, grad_norm: 3.7563 2020-07-25 18:15:51,909 - mmaction - INFO - Epoch [240][740/940] lr: 6.505e-03, eta: 3:24:06, time: 0.656, data_time: 0.008, memory: 9569, top1_acc: 0.6441, top5_acc: 0.8412, loss_cls: 1.4732, loss: 1.4732, grad_norm: 3.7207 2020-07-25 18:16:05,042 - mmaction - INFO - Epoch [240][760/940] lr: 6.505e-03, eta: 3:23:50, time: 0.658, data_time: 0.002, memory: 9569, top1_acc: 0.6285, top5_acc: 0.8225, loss_cls: 1.5872, loss: 1.5872, grad_norm: 3.8441 2020-07-25 18:16:18,078 - mmaction - INFO - Epoch [240][780/940] lr: 6.505e-03, eta: 3:23:33, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.6350, top5_acc: 0.8307, loss_cls: 1.5255, loss: 1.5255, grad_norm: 3.8242 2020-07-25 18:16:31,403 - mmaction - INFO - Epoch [240][800/940] lr: 6.505e-03, eta: 3:23:17, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.6393, top5_acc: 0.8340, loss_cls: 1.5132, loss: 1.5132, grad_norm: 3.7792 2020-07-25 18:16:44,385 - mmaction - INFO - Epoch [240][820/940] lr: 6.505e-03, eta: 3:23:01, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.6324, top5_acc: 0.8254, loss_cls: 1.5394, loss: 1.5394, grad_norm: 3.7819 2020-07-25 18:16:57,252 - mmaction - INFO - Epoch [240][840/940] lr: 6.505e-03, eta: 3:22:44, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6367, top5_acc: 0.8332, loss_cls: 1.5086, loss: 1.5086, grad_norm: 3.7393 2020-07-25 18:17:10,264 - mmaction - INFO - Epoch [240][860/940] lr: 6.505e-03, eta: 3:22:28, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.6344, top5_acc: 0.8297, loss_cls: 1.5367, loss: 1.5367, grad_norm: 3.8448 2020-07-25 18:17:23,150 - mmaction - INFO - Epoch [240][880/940] lr: 6.505e-03, eta: 3:22:11, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6379, top5_acc: 0.8307, loss_cls: 1.5166, loss: 1.5166, grad_norm: 3.7530 2020-07-25 18:17:36,208 - mmaction - INFO - Epoch [240][900/940] lr: 6.505e-03, eta: 3:21:55, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.6252, top5_acc: 0.8217, loss_cls: 1.5975, loss: 1.5975, grad_norm: 3.8919 2020-07-25 18:17:49,520 - mmaction - INFO - Epoch [240][920/940] lr: 6.505e-03, eta: 3:21:39, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.6260, top5_acc: 0.8279, loss_cls: 1.5624, loss: 1.5624, grad_norm: 3.8710 2020-07-25 18:18:01,737 - mmaction - INFO - Epoch [240][940/940] lr: 6.505e-03, eta: 3:21:22, time: 0.611, data_time: 0.001, memory: 9569, top1_acc: 0.6323, top5_acc: 0.8275, loss_cls: 1.5709, loss: 1.5709, grad_norm: 3.8193 2020-07-25 18:18:08,422 - mmaction - INFO - Saving checkpoint at 240 epochs 2020-07-25 18:20:44,341 - mmaction - INFO - Epoch [241][20/940] lr: 5.764e-03, eta: 3:21:21, time: 7.719, data_time: 7.004, memory: 9569, top1_acc: 0.6385, top5_acc: 0.8318, loss_cls: 1.5059, loss: 1.5059, grad_norm: 3.7615 2020-07-25 18:20:57,837 - mmaction - INFO - Epoch [241][40/940] lr: 5.764e-03, eta: 3:21:05, time: 0.673, data_time: 0.003, memory: 9569, top1_acc: 0.6398, top5_acc: 0.8334, loss_cls: 1.5048, loss: 1.5048, grad_norm: 3.7867 2020-07-25 18:21:10,662 - mmaction - INFO - Epoch [241][60/940] lr: 5.764e-03, eta: 3:20:48, time: 0.643, data_time: 0.003, memory: 9569, top1_acc: 0.6326, top5_acc: 0.8322, loss_cls: 1.5377, loss: 1.5377, grad_norm: 3.8478 2020-07-25 18:21:23,515 - mmaction - INFO - Epoch [241][80/940] lr: 5.764e-03, eta: 3:20:32, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.6402, top5_acc: 0.8322, loss_cls: 1.5370, loss: 1.5370, grad_norm: 3.7812 2020-07-25 18:21:36,377 - mmaction - INFO - Epoch [241][100/940] lr: 5.764e-03, eta: 3:20:15, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.6338, top5_acc: 0.8330, loss_cls: 1.5132, loss: 1.5132, grad_norm: 3.7690 2020-07-25 18:21:49,300 - mmaction - INFO - Epoch [241][120/940] lr: 5.764e-03, eta: 3:19:59, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6418, top5_acc: 0.8375, loss_cls: 1.5035, loss: 1.5035, grad_norm: 3.7943 2020-07-25 18:22:02,177 - mmaction - INFO - Epoch [241][140/940] lr: 5.764e-03, eta: 3:19:43, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6408, top5_acc: 0.8355, loss_cls: 1.5238, loss: 1.5238, grad_norm: 3.8780 2020-07-25 18:22:15,047 - mmaction - INFO - Epoch [241][160/940] lr: 5.764e-03, eta: 3:19:26, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6461, top5_acc: 0.8383, loss_cls: 1.4750, loss: 1.4750, grad_norm: 3.7553 2020-07-25 18:22:27,968 - mmaction - INFO - Epoch [241][180/940] lr: 5.764e-03, eta: 3:19:10, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6350, top5_acc: 0.8385, loss_cls: 1.5225, loss: 1.5225, grad_norm: 3.8397 2020-07-25 18:22:40,849 - mmaction - INFO - Epoch [241][200/940] lr: 5.764e-03, eta: 3:18:53, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.6455, top5_acc: 0.8410, loss_cls: 1.4737, loss: 1.4737, grad_norm: 3.7601 2020-07-25 18:22:53,944 - mmaction - INFO - Epoch [241][220/940] lr: 5.764e-03, eta: 3:18:37, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.6205, top5_acc: 0.8160, loss_cls: 1.6100, loss: 1.6100, grad_norm: 3.9706 2020-07-25 18:23:06,929 - mmaction - INFO - Epoch [241][240/940] lr: 5.764e-03, eta: 3:18:20, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.6404, top5_acc: 0.8346, loss_cls: 1.4938, loss: 1.4938, grad_norm: 3.7803 2020-07-25 18:23:19,891 - mmaction - INFO - Epoch [241][260/940] lr: 5.764e-03, eta: 3:18:04, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6402, top5_acc: 0.8352, loss_cls: 1.5079, loss: 1.5079, grad_norm: 3.8218 2020-07-25 18:23:32,864 - mmaction - INFO - Epoch [241][280/940] lr: 5.764e-03, eta: 3:17:48, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6434, top5_acc: 0.8344, loss_cls: 1.4933, loss: 1.4933, grad_norm: 3.7832 2020-07-25 18:23:45,773 - mmaction - INFO - Epoch [241][300/940] lr: 5.764e-03, eta: 3:17:31, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6367, top5_acc: 0.8338, loss_cls: 1.5227, loss: 1.5227, grad_norm: 3.8814 2020-07-25 18:23:58,664 - mmaction - INFO - Epoch [241][320/940] lr: 5.764e-03, eta: 3:17:15, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.6441, top5_acc: 0.8389, loss_cls: 1.4827, loss: 1.4827, grad_norm: 3.7826 2020-07-25 18:24:11,642 - mmaction - INFO - Epoch [241][340/940] lr: 5.764e-03, eta: 3:16:58, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6412, top5_acc: 0.8369, loss_cls: 1.4731, loss: 1.4731, grad_norm: 3.7631 2020-07-25 18:24:24,596 - mmaction - INFO - Epoch [241][360/940] lr: 5.764e-03, eta: 3:16:42, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6447, top5_acc: 0.8389, loss_cls: 1.4978, loss: 1.4978, grad_norm: 3.8379 2020-07-25 18:24:37,553 - mmaction - INFO - Epoch [241][380/940] lr: 5.764e-03, eta: 3:16:26, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6275, top5_acc: 0.8334, loss_cls: 1.5413, loss: 1.5413, grad_norm: 3.8434 2020-07-25 18:24:50,454 - mmaction - INFO - Epoch [241][400/940] lr: 5.764e-03, eta: 3:16:09, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6402, top5_acc: 0.8326, loss_cls: 1.5146, loss: 1.5146, grad_norm: 3.8201 2020-07-25 18:25:03,533 - mmaction - INFO - Epoch [241][420/940] lr: 5.764e-03, eta: 3:15:53, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.6383, top5_acc: 0.8324, loss_cls: 1.5192, loss: 1.5192, grad_norm: 3.8498 2020-07-25 18:25:16,584 - mmaction - INFO - Epoch [241][440/940] lr: 5.764e-03, eta: 3:15:36, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.6418, top5_acc: 0.8313, loss_cls: 1.4947, loss: 1.4947, grad_norm: 3.7934 2020-07-25 18:25:29,574 - mmaction - INFO - Epoch [241][460/940] lr: 5.764e-03, eta: 3:15:20, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.6439, top5_acc: 0.8254, loss_cls: 1.5269, loss: 1.5269, grad_norm: 3.8157 2020-07-25 18:25:42,458 - mmaction - INFO - Epoch [241][480/940] lr: 5.764e-03, eta: 3:15:04, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6516, top5_acc: 0.8338, loss_cls: 1.5044, loss: 1.5044, grad_norm: 3.8399 2020-07-25 18:25:55,390 - mmaction - INFO - Epoch [241][500/940] lr: 5.764e-03, eta: 3:14:47, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6311, top5_acc: 0.8260, loss_cls: 1.5575, loss: 1.5575, grad_norm: 3.8954 2020-07-25 18:26:08,292 - mmaction - INFO - Epoch [241][520/940] lr: 5.764e-03, eta: 3:14:31, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6396, top5_acc: 0.8275, loss_cls: 1.5456, loss: 1.5456, grad_norm: 3.8618 2020-07-25 18:26:21,255 - mmaction - INFO - Epoch [241][540/940] lr: 5.764e-03, eta: 3:14:14, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6449, top5_acc: 0.8273, loss_cls: 1.5032, loss: 1.5032, grad_norm: 3.8307 2020-07-25 18:26:34,279 - mmaction - INFO - Epoch [241][560/940] lr: 5.764e-03, eta: 3:13:58, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.6422, top5_acc: 0.8365, loss_cls: 1.5104, loss: 1.5104, grad_norm: 3.8083 2020-07-25 18:26:47,380 - mmaction - INFO - Epoch [241][580/940] lr: 5.764e-03, eta: 3:13:42, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.6301, top5_acc: 0.8285, loss_cls: 1.5422, loss: 1.5422, grad_norm: 3.8872 2020-07-25 18:27:00,647 - mmaction - INFO - Epoch [241][600/940] lr: 5.764e-03, eta: 3:13:25, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.6268, top5_acc: 0.8254, loss_cls: 1.5456, loss: 1.5456, grad_norm: 3.8951 2020-07-25 18:27:13,648 - mmaction - INFO - Epoch [241][620/940] lr: 5.764e-03, eta: 3:13:09, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.6467, top5_acc: 0.8346, loss_cls: 1.4932, loss: 1.4932, grad_norm: 3.8378 2020-07-25 18:27:26,602 - mmaction - INFO - Epoch [241][640/940] lr: 5.764e-03, eta: 3:12:52, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6445, top5_acc: 0.8342, loss_cls: 1.4813, loss: 1.4813, grad_norm: 3.7901 2020-07-25 18:27:39,514 - mmaction - INFO - Epoch [241][660/940] lr: 5.764e-03, eta: 3:12:36, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6432, top5_acc: 0.8344, loss_cls: 1.5065, loss: 1.5065, grad_norm: 3.8329 2020-07-25 18:27:52,410 - mmaction - INFO - Epoch [241][680/940] lr: 5.764e-03, eta: 3:12:20, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6424, top5_acc: 0.8363, loss_cls: 1.4945, loss: 1.4945, grad_norm: 3.8570 2020-07-25 18:28:05,293 - mmaction - INFO - Epoch [241][700/940] lr: 5.764e-03, eta: 3:12:03, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6322, top5_acc: 0.8318, loss_cls: 1.5314, loss: 1.5314, grad_norm: 3.8303 2020-07-25 18:28:18,359 - mmaction - INFO - Epoch [241][720/940] lr: 5.764e-03, eta: 3:11:47, time: 0.653, data_time: 0.009, memory: 9569, top1_acc: 0.6371, top5_acc: 0.8254, loss_cls: 1.5489, loss: 1.5489, grad_norm: 3.8453 2020-07-25 18:28:31,265 - mmaction - INFO - Epoch [241][740/940] lr: 5.764e-03, eta: 3:11:30, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6525, top5_acc: 0.8416, loss_cls: 1.4622, loss: 1.4622, grad_norm: 3.7540 2020-07-25 18:28:44,208 - mmaction - INFO - Epoch [241][760/940] lr: 5.764e-03, eta: 3:11:14, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6340, top5_acc: 0.8301, loss_cls: 1.5381, loss: 1.5381, grad_norm: 3.8693 2020-07-25 18:28:57,144 - mmaction - INFO - Epoch [241][780/940] lr: 5.764e-03, eta: 3:10:58, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6383, top5_acc: 0.8279, loss_cls: 1.5400, loss: 1.5400, grad_norm: 3.8519 2020-07-25 18:29:10,131 - mmaction - INFO - Epoch [241][800/940] lr: 5.764e-03, eta: 3:10:41, time: 0.651, data_time: 0.003, memory: 9569, top1_acc: 0.6381, top5_acc: 0.8344, loss_cls: 1.5064, loss: 1.5064, grad_norm: 3.8758 2020-07-25 18:29:23,382 - mmaction - INFO - Epoch [241][820/940] lr: 5.764e-03, eta: 3:10:25, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.6479, top5_acc: 0.8428, loss_cls: 1.4893, loss: 1.4893, grad_norm: 3.7892 2020-07-25 18:29:36,399 - mmaction - INFO - Epoch [241][840/940] lr: 5.764e-03, eta: 3:10:09, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.6346, top5_acc: 0.8342, loss_cls: 1.5160, loss: 1.5160, grad_norm: 3.8576 2020-07-25 18:29:49,297 - mmaction - INFO - Epoch [241][860/940] lr: 5.764e-03, eta: 3:09:52, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6324, top5_acc: 0.8297, loss_cls: 1.5132, loss: 1.5132, grad_norm: 3.8405 2020-07-25 18:30:02,283 - mmaction - INFO - Epoch [241][880/940] lr: 5.764e-03, eta: 3:09:36, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6340, top5_acc: 0.8311, loss_cls: 1.5189, loss: 1.5189, grad_norm: 3.8437 2020-07-25 18:30:15,192 - mmaction - INFO - Epoch [241][900/940] lr: 5.764e-03, eta: 3:09:19, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6492, top5_acc: 0.8336, loss_cls: 1.4915, loss: 1.4915, grad_norm: 3.8034 2020-07-25 18:30:28,104 - mmaction - INFO - Epoch [241][920/940] lr: 5.764e-03, eta: 3:09:03, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6328, top5_acc: 0.8367, loss_cls: 1.5262, loss: 1.5262, grad_norm: 3.9333 2020-07-25 18:30:40,285 - mmaction - INFO - Epoch [241][940/940] lr: 5.764e-03, eta: 3:08:47, time: 0.611, data_time: 0.003, memory: 9569, top1_acc: 0.6353, top5_acc: 0.8255, loss_cls: 1.5450, loss: 1.5450, grad_norm: 3.9596 2020-07-25 18:33:05,209 - mmaction - INFO - Epoch [242][20/940] lr: 5.068e-03, eta: 3:08:43, time: 6.931, data_time: 6.030, memory: 9569, top1_acc: 0.6447, top5_acc: 0.8348, loss_cls: 1.4806, loss: 1.4806, grad_norm: 3.9105 2020-07-25 18:33:18,181 - mmaction - INFO - Epoch [242][40/940] lr: 5.068e-03, eta: 3:08:26, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6387, top5_acc: 0.8248, loss_cls: 1.5484, loss: 1.5484, grad_norm: 3.8853 2020-07-25 18:33:31,445 - mmaction - INFO - Epoch [242][60/940] lr: 5.068e-03, eta: 3:08:10, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.6473, top5_acc: 0.8316, loss_cls: 1.4922, loss: 1.4922, grad_norm: 3.8096 2020-07-25 18:33:44,335 - mmaction - INFO - Epoch [242][80/940] lr: 5.068e-03, eta: 3:07:54, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6336, top5_acc: 0.8297, loss_cls: 1.5343, loss: 1.5343, grad_norm: 3.8550 2020-07-25 18:33:57,227 - mmaction - INFO - Epoch [242][100/940] lr: 5.068e-03, eta: 3:07:37, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.6506, top5_acc: 0.8363, loss_cls: 1.4705, loss: 1.4705, grad_norm: 3.7057 2020-07-25 18:34:10,242 - mmaction - INFO - Epoch [242][120/940] lr: 5.068e-03, eta: 3:07:21, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.6420, top5_acc: 0.8303, loss_cls: 1.5103, loss: 1.5103, grad_norm: 3.8639 2020-07-25 18:34:23,252 - mmaction - INFO - Epoch [242][140/940] lr: 5.068e-03, eta: 3:07:04, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.6422, top5_acc: 0.8389, loss_cls: 1.4870, loss: 1.4870, grad_norm: 3.8289 2020-07-25 18:34:36,102 - mmaction - INFO - Epoch [242][160/940] lr: 5.068e-03, eta: 3:06:48, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.6510, top5_acc: 0.8396, loss_cls: 1.4806, loss: 1.4806, grad_norm: 3.8550 2020-07-25 18:34:48,924 - mmaction - INFO - Epoch [242][180/940] lr: 5.068e-03, eta: 3:06:32, time: 0.641, data_time: 0.002, memory: 9569, top1_acc: 0.6543, top5_acc: 0.8375, loss_cls: 1.4640, loss: 1.4640, grad_norm: 3.8146 2020-07-25 18:35:01,819 - mmaction - INFO - Epoch [242][200/940] lr: 5.068e-03, eta: 3:06:15, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6449, top5_acc: 0.8355, loss_cls: 1.4872, loss: 1.4872, grad_norm: 3.7900 2020-07-25 18:35:14,754 - mmaction - INFO - Epoch [242][220/940] lr: 5.068e-03, eta: 3:05:59, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6531, top5_acc: 0.8424, loss_cls: 1.4607, loss: 1.4607, grad_norm: 3.8418 2020-07-25 18:35:27,679 - mmaction - INFO - Epoch [242][240/940] lr: 5.068e-03, eta: 3:05:42, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6500, top5_acc: 0.8344, loss_cls: 1.5088, loss: 1.5088, grad_norm: 3.8890 2020-07-25 18:35:40,844 - mmaction - INFO - Epoch [242][260/940] lr: 5.068e-03, eta: 3:05:26, time: 0.657, data_time: 0.001, memory: 9569, top1_acc: 0.6408, top5_acc: 0.8336, loss_cls: 1.5047, loss: 1.5047, grad_norm: 3.9059 2020-07-25 18:35:54,030 - mmaction - INFO - Epoch [242][280/940] lr: 5.068e-03, eta: 3:05:10, time: 0.660, data_time: 0.002, memory: 9569, top1_acc: 0.6488, top5_acc: 0.8352, loss_cls: 1.4747, loss: 1.4747, grad_norm: 3.8323 2020-07-25 18:36:07,022 - mmaction - INFO - Epoch [242][300/940] lr: 5.068e-03, eta: 3:04:53, time: 0.651, data_time: 0.005, memory: 9569, top1_acc: 0.6498, top5_acc: 0.8398, loss_cls: 1.4763, loss: 1.4763, grad_norm: 3.8708 2020-07-25 18:36:19,948 - mmaction - INFO - Epoch [242][320/940] lr: 5.068e-03, eta: 3:04:37, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6418, top5_acc: 0.8266, loss_cls: 1.5089, loss: 1.5089, grad_norm: 3.8487 2020-07-25 18:36:32,877 - mmaction - INFO - Epoch [242][340/940] lr: 5.068e-03, eta: 3:04:21, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.6482, top5_acc: 0.8350, loss_cls: 1.4808, loss: 1.4808, grad_norm: 3.8569 2020-07-25 18:36:45,853 - mmaction - INFO - Epoch [242][360/940] lr: 5.068e-03, eta: 3:04:04, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.6455, top5_acc: 0.8369, loss_cls: 1.4573, loss: 1.4573, grad_norm: 3.8836 2020-07-25 18:36:58,766 - mmaction - INFO - Epoch [242][380/940] lr: 5.068e-03, eta: 3:03:48, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6352, top5_acc: 0.8297, loss_cls: 1.5379, loss: 1.5379, grad_norm: 3.9146 2020-07-25 18:37:12,089 - mmaction - INFO - Epoch [242][400/940] lr: 5.068e-03, eta: 3:03:31, time: 0.667, data_time: 0.021, memory: 9569, top1_acc: 0.6496, top5_acc: 0.8369, loss_cls: 1.4693, loss: 1.4693, grad_norm: 3.7982 2020-07-25 18:37:25,479 - mmaction - INFO - Epoch [242][420/940] lr: 5.068e-03, eta: 3:03:15, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.6416, top5_acc: 0.8301, loss_cls: 1.5065, loss: 1.5065, grad_norm: 3.8892 2020-07-25 18:37:38,450 - mmaction - INFO - Epoch [242][440/940] lr: 5.068e-03, eta: 3:02:59, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6287, top5_acc: 0.8330, loss_cls: 1.5445, loss: 1.5445, grad_norm: 3.9401 2020-07-25 18:37:51,804 - mmaction - INFO - Epoch [242][460/940] lr: 5.068e-03, eta: 3:02:42, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.6441, top5_acc: 0.8367, loss_cls: 1.4937, loss: 1.4937, grad_norm: 3.8590 2020-07-25 18:38:04,696 - mmaction - INFO - Epoch [242][480/940] lr: 5.068e-03, eta: 3:02:26, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6473, top5_acc: 0.8459, loss_cls: 1.4516, loss: 1.4516, grad_norm: 3.8098 2020-07-25 18:38:17,646 - mmaction - INFO - Epoch [242][500/940] lr: 5.068e-03, eta: 3:02:10, time: 0.647, data_time: 0.004, memory: 9569, top1_acc: 0.6467, top5_acc: 0.8295, loss_cls: 1.5058, loss: 1.5058, grad_norm: 3.8763 2020-07-25 18:38:30,658 - mmaction - INFO - Epoch [242][520/940] lr: 5.068e-03, eta: 3:01:53, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.6469, top5_acc: 0.8430, loss_cls: 1.4614, loss: 1.4614, grad_norm: 3.8556 2020-07-25 18:38:43,552 - mmaction - INFO - Epoch [242][540/940] lr: 5.068e-03, eta: 3:01:37, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6492, top5_acc: 0.8357, loss_cls: 1.4792, loss: 1.4792, grad_norm: 3.8691 2020-07-25 18:38:56,439 - mmaction - INFO - Epoch [242][560/940] lr: 5.068e-03, eta: 3:01:21, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6549, top5_acc: 0.8422, loss_cls: 1.4452, loss: 1.4452, grad_norm: 3.8081 2020-07-25 18:39:09,562 - mmaction - INFO - Epoch [242][580/940] lr: 5.068e-03, eta: 3:01:04, time: 0.656, data_time: 0.003, memory: 9569, top1_acc: 0.6498, top5_acc: 0.8402, loss_cls: 1.4605, loss: 1.4605, grad_norm: 3.8500 2020-07-25 18:39:22,566 - mmaction - INFO - Epoch [242][600/940] lr: 5.068e-03, eta: 3:00:48, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.6451, top5_acc: 0.8338, loss_cls: 1.4887, loss: 1.4887, grad_norm: 3.8660 2020-07-25 18:39:35,468 - mmaction - INFO - Epoch [242][620/940] lr: 5.068e-03, eta: 3:00:31, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6379, top5_acc: 0.8322, loss_cls: 1.5247, loss: 1.5247, grad_norm: 3.9376 2020-07-25 18:39:48,351 - mmaction - INFO - Epoch [242][640/940] lr: 5.068e-03, eta: 3:00:15, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6479, top5_acc: 0.8338, loss_cls: 1.4871, loss: 1.4871, grad_norm: 3.9160 2020-07-25 18:40:01,284 - mmaction - INFO - Epoch [242][660/940] lr: 5.068e-03, eta: 2:59:59, time: 0.648, data_time: 0.004, memory: 9569, top1_acc: 0.6412, top5_acc: 0.8363, loss_cls: 1.4982, loss: 1.4982, grad_norm: 3.9351 2020-07-25 18:40:14,273 - mmaction - INFO - Epoch [242][680/940] lr: 5.068e-03, eta: 2:59:42, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6398, top5_acc: 0.8342, loss_cls: 1.5178, loss: 1.5178, grad_norm: 3.9864 2020-07-25 18:40:27,999 - mmaction - INFO - Epoch [242][700/940] lr: 5.068e-03, eta: 2:59:26, time: 0.685, data_time: 0.017, memory: 9569, top1_acc: 0.6502, top5_acc: 0.8307, loss_cls: 1.4899, loss: 1.4899, grad_norm: 3.8465 2020-07-25 18:40:40,888 - mmaction - INFO - Epoch [242][720/940] lr: 5.068e-03, eta: 2:59:10, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.6273, top5_acc: 0.8273, loss_cls: 1.5348, loss: 1.5348, grad_norm: 3.9636 2020-07-25 18:40:53,874 - mmaction - INFO - Epoch [242][740/940] lr: 5.068e-03, eta: 2:58:53, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6385, top5_acc: 0.8273, loss_cls: 1.5311, loss: 1.5311, grad_norm: 3.8858 2020-07-25 18:41:06,795 - mmaction - INFO - Epoch [242][760/940] lr: 5.068e-03, eta: 2:58:37, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6475, top5_acc: 0.8316, loss_cls: 1.5137, loss: 1.5137, grad_norm: 3.8860 2020-07-25 18:41:19,671 - mmaction - INFO - Epoch [242][780/940] lr: 5.068e-03, eta: 2:58:21, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6391, top5_acc: 0.8346, loss_cls: 1.5160, loss: 1.5160, grad_norm: 3.9138 2020-07-25 18:41:32,686 - mmaction - INFO - Epoch [242][800/940] lr: 5.068e-03, eta: 2:58:04, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.6373, top5_acc: 0.8330, loss_cls: 1.5253, loss: 1.5253, grad_norm: 3.9442 2020-07-25 18:41:45,582 - mmaction - INFO - Epoch [242][820/940] lr: 5.068e-03, eta: 2:57:48, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6479, top5_acc: 0.8416, loss_cls: 1.4708, loss: 1.4708, grad_norm: 3.8873 2020-07-25 18:41:58,512 - mmaction - INFO - Epoch [242][840/940] lr: 5.068e-03, eta: 2:57:31, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6479, top5_acc: 0.8365, loss_cls: 1.4906, loss: 1.4906, grad_norm: 3.8704 2020-07-25 18:42:11,457 - mmaction - INFO - Epoch [242][860/940] lr: 5.068e-03, eta: 2:57:15, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6385, top5_acc: 0.8311, loss_cls: 1.5254, loss: 1.5254, grad_norm: 3.9376 2020-07-25 18:42:24,320 - mmaction - INFO - Epoch [242][880/940] lr: 5.068e-03, eta: 2:56:59, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6359, top5_acc: 0.8268, loss_cls: 1.5481, loss: 1.5481, grad_norm: 3.9390 2020-07-25 18:42:37,227 - mmaction - INFO - Epoch [242][900/940] lr: 5.068e-03, eta: 2:56:42, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6303, top5_acc: 0.8135, loss_cls: 1.5721, loss: 1.5721, grad_norm: 4.0012 2020-07-25 18:42:50,095 - mmaction - INFO - Epoch [242][920/940] lr: 5.068e-03, eta: 2:56:26, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6445, top5_acc: 0.8258, loss_cls: 1.5356, loss: 1.5356, grad_norm: 3.9053 2020-07-25 18:43:02,274 - mmaction - INFO - Epoch [242][940/940] lr: 5.068e-03, eta: 2:56:10, time: 0.609, data_time: 0.001, memory: 9569, top1_acc: 0.6447, top5_acc: 0.8362, loss_cls: 1.4996, loss: 1.4996, grad_norm: 3.9262 2020-07-25 18:45:51,751 - mmaction - INFO - Epoch [243][20/940] lr: 4.417e-03, eta: 2:56:08, time: 8.312, data_time: 6.999, memory: 9569, top1_acc: 0.6414, top5_acc: 0.8213, loss_cls: 1.5302, loss: 1.5302, grad_norm: 3.9127 2020-07-25 18:46:04,545 - mmaction - INFO - Epoch [243][40/940] lr: 4.417e-03, eta: 2:55:51, time: 0.639, data_time: 0.001, memory: 9569, top1_acc: 0.6441, top5_acc: 0.8381, loss_cls: 1.4621, loss: 1.4621, grad_norm: 3.8538 2020-07-25 18:46:17,402 - mmaction - INFO - Epoch [243][60/940] lr: 4.417e-03, eta: 2:55:35, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6553, top5_acc: 0.8439, loss_cls: 1.4567, loss: 1.4567, grad_norm: 3.8676 2020-07-25 18:46:30,404 - mmaction - INFO - Epoch [243][80/940] lr: 4.417e-03, eta: 2:55:18, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.6453, top5_acc: 0.8342, loss_cls: 1.4934, loss: 1.4934, grad_norm: 3.8641 2020-07-25 18:46:43,283 - mmaction - INFO - Epoch [243][100/940] lr: 4.417e-03, eta: 2:55:02, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6451, top5_acc: 0.8357, loss_cls: 1.5066, loss: 1.5066, grad_norm: 3.9286 2020-07-25 18:46:56,141 - mmaction - INFO - Epoch [243][120/940] lr: 4.417e-03, eta: 2:54:46, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.6312, top5_acc: 0.8334, loss_cls: 1.5133, loss: 1.5133, grad_norm: 3.9116 2020-07-25 18:47:09,032 - mmaction - INFO - Epoch [243][140/940] lr: 4.417e-03, eta: 2:54:29, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.6537, top5_acc: 0.8361, loss_cls: 1.4627, loss: 1.4627, grad_norm: 3.8141 2020-07-25 18:47:21,958 - mmaction - INFO - Epoch [243][160/940] lr: 4.417e-03, eta: 2:54:13, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6449, top5_acc: 0.8404, loss_cls: 1.4794, loss: 1.4794, grad_norm: 3.8691 2020-07-25 18:47:34,894 - mmaction - INFO - Epoch [243][180/940] lr: 4.417e-03, eta: 2:53:57, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6646, top5_acc: 0.8453, loss_cls: 1.4089, loss: 1.4089, grad_norm: 3.8007 2020-07-25 18:47:47,775 - mmaction - INFO - Epoch [243][200/940] lr: 4.417e-03, eta: 2:53:40, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6461, top5_acc: 0.8328, loss_cls: 1.5005, loss: 1.5005, grad_norm: 3.9096 2020-07-25 18:48:01,002 - mmaction - INFO - Epoch [243][220/940] lr: 4.417e-03, eta: 2:53:24, time: 0.661, data_time: 0.012, memory: 9569, top1_acc: 0.6488, top5_acc: 0.8361, loss_cls: 1.4786, loss: 1.4786, grad_norm: 3.8867 2020-07-25 18:48:13,924 - mmaction - INFO - Epoch [243][240/940] lr: 4.417e-03, eta: 2:53:07, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6518, top5_acc: 0.8354, loss_cls: 1.4743, loss: 1.4743, grad_norm: 3.8924 2020-07-25 18:48:26,849 - mmaction - INFO - Epoch [243][260/940] lr: 4.417e-03, eta: 2:52:51, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.6496, top5_acc: 0.8316, loss_cls: 1.4980, loss: 1.4980, grad_norm: 3.9206 2020-07-25 18:48:39,881 - mmaction - INFO - Epoch [243][280/940] lr: 4.417e-03, eta: 2:52:35, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.6482, top5_acc: 0.8385, loss_cls: 1.4711, loss: 1.4711, grad_norm: 3.9106 2020-07-25 18:48:52,808 - mmaction - INFO - Epoch [243][300/940] lr: 4.417e-03, eta: 2:52:18, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6512, top5_acc: 0.8385, loss_cls: 1.4785, loss: 1.4785, grad_norm: 3.9039 2020-07-25 18:49:05,860 - mmaction - INFO - Epoch [243][320/940] lr: 4.417e-03, eta: 2:52:02, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.6537, top5_acc: 0.8342, loss_cls: 1.4780, loss: 1.4780, grad_norm: 3.9833 2020-07-25 18:49:18,949 - mmaction - INFO - Epoch [243][340/940] lr: 4.417e-03, eta: 2:51:46, time: 0.654, data_time: 0.003, memory: 9569, top1_acc: 0.6576, top5_acc: 0.8348, loss_cls: 1.4871, loss: 1.4871, grad_norm: 3.9518 2020-07-25 18:49:31,953 - mmaction - INFO - Epoch [243][360/940] lr: 4.417e-03, eta: 2:51:29, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.6449, top5_acc: 0.8367, loss_cls: 1.4834, loss: 1.4834, grad_norm: 3.8679 2020-07-25 18:49:44,844 - mmaction - INFO - Epoch [243][380/940] lr: 4.417e-03, eta: 2:51:13, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6553, top5_acc: 0.8443, loss_cls: 1.4468, loss: 1.4468, grad_norm: 3.9128 2020-07-25 18:49:57,727 - mmaction - INFO - Epoch [243][400/940] lr: 4.417e-03, eta: 2:50:57, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6451, top5_acc: 0.8385, loss_cls: 1.4772, loss: 1.4772, grad_norm: 3.9526 2020-07-25 18:50:10,685 - mmaction - INFO - Epoch [243][420/940] lr: 4.417e-03, eta: 2:50:40, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.6432, top5_acc: 0.8277, loss_cls: 1.5177, loss: 1.5177, grad_norm: 3.9429 2020-07-25 18:50:23,680 - mmaction - INFO - Epoch [243][440/940] lr: 4.417e-03, eta: 2:50:24, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.6424, top5_acc: 0.8352, loss_cls: 1.5147, loss: 1.5147, grad_norm: 4.0093 2020-07-25 18:50:37,117 - mmaction - INFO - Epoch [243][460/940] lr: 4.417e-03, eta: 2:50:08, time: 0.672, data_time: 0.010, memory: 9569, top1_acc: 0.6441, top5_acc: 0.8465, loss_cls: 1.4721, loss: 1.4721, grad_norm: 3.9461 2020-07-25 18:50:50,153 - mmaction - INFO - Epoch [243][480/940] lr: 4.417e-03, eta: 2:49:51, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.6375, top5_acc: 0.8350, loss_cls: 1.5114, loss: 1.5114, grad_norm: 3.9702 2020-07-25 18:51:03,097 - mmaction - INFO - Epoch [243][500/940] lr: 4.417e-03, eta: 2:49:35, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6436, top5_acc: 0.8305, loss_cls: 1.4955, loss: 1.4955, grad_norm: 3.9164 2020-07-25 18:51:15,963 - mmaction - INFO - Epoch [243][520/940] lr: 4.417e-03, eta: 2:49:18, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6471, top5_acc: 0.8289, loss_cls: 1.5010, loss: 1.5010, grad_norm: 3.9239 2020-07-25 18:51:28,864 - mmaction - INFO - Epoch [243][540/940] lr: 4.417e-03, eta: 2:49:02, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6463, top5_acc: 0.8338, loss_cls: 1.5184, loss: 1.5184, grad_norm: 3.9942 2020-07-25 18:51:42,202 - mmaction - INFO - Epoch [243][560/940] lr: 4.417e-03, eta: 2:48:46, time: 0.667, data_time: 0.001, memory: 9569, top1_acc: 0.6527, top5_acc: 0.8430, loss_cls: 1.4474, loss: 1.4474, grad_norm: 3.9066 2020-07-25 18:51:55,140 - mmaction - INFO - Epoch [243][580/940] lr: 4.417e-03, eta: 2:48:29, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6410, top5_acc: 0.8363, loss_cls: 1.4978, loss: 1.4978, grad_norm: 3.9693 2020-07-25 18:52:08,075 - mmaction - INFO - Epoch [243][600/940] lr: 4.417e-03, eta: 2:48:13, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6459, top5_acc: 0.8344, loss_cls: 1.4908, loss: 1.4908, grad_norm: 3.9209 2020-07-25 18:52:21,013 - mmaction - INFO - Epoch [243][620/940] lr: 4.417e-03, eta: 2:47:57, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6561, top5_acc: 0.8480, loss_cls: 1.4336, loss: 1.4336, grad_norm: 3.8189 2020-07-25 18:52:33,904 - mmaction - INFO - Epoch [243][640/940] lr: 4.417e-03, eta: 2:47:40, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6484, top5_acc: 0.8408, loss_cls: 1.4756, loss: 1.4756, grad_norm: 3.9343 2020-07-25 18:52:46,797 - mmaction - INFO - Epoch [243][660/940] lr: 4.417e-03, eta: 2:47:24, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6537, top5_acc: 0.8363, loss_cls: 1.4514, loss: 1.4514, grad_norm: 3.8685 2020-07-25 18:52:59,673 - mmaction - INFO - Epoch [243][680/940] lr: 4.417e-03, eta: 2:47:08, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6438, top5_acc: 0.8275, loss_cls: 1.5210, loss: 1.5210, grad_norm: 3.9427 2020-07-25 18:53:12,667 - mmaction - INFO - Epoch [243][700/940] lr: 4.417e-03, eta: 2:46:51, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.6443, top5_acc: 0.8455, loss_cls: 1.4821, loss: 1.4821, grad_norm: 4.0011 2020-07-25 18:53:25,604 - mmaction - INFO - Epoch [243][720/940] lr: 4.417e-03, eta: 2:46:35, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6428, top5_acc: 0.8348, loss_cls: 1.5012, loss: 1.5012, grad_norm: 3.9438 2020-07-25 18:53:38,498 - mmaction - INFO - Epoch [243][740/940] lr: 4.417e-03, eta: 2:46:19, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6531, top5_acc: 0.8359, loss_cls: 1.4803, loss: 1.4803, grad_norm: 3.9105 2020-07-25 18:53:51,422 - mmaction - INFO - Epoch [243][760/940] lr: 4.417e-03, eta: 2:46:02, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6494, top5_acc: 0.8414, loss_cls: 1.4698, loss: 1.4698, grad_norm: 3.9325 2020-07-25 18:54:04,388 - mmaction - INFO - Epoch [243][780/940] lr: 4.417e-03, eta: 2:45:46, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6414, top5_acc: 0.8385, loss_cls: 1.4932, loss: 1.4932, grad_norm: 3.9960 2020-07-25 18:54:17,347 - mmaction - INFO - Epoch [243][800/940] lr: 4.417e-03, eta: 2:45:30, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6438, top5_acc: 0.8391, loss_cls: 1.4947, loss: 1.4947, grad_norm: 3.9974 2020-07-25 18:54:30,240 - mmaction - INFO - Epoch [243][820/940] lr: 4.417e-03, eta: 2:45:13, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6480, top5_acc: 0.8428, loss_cls: 1.4512, loss: 1.4512, grad_norm: 3.9134 2020-07-25 18:54:43,144 - mmaction - INFO - Epoch [243][840/940] lr: 4.417e-03, eta: 2:44:57, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6643, top5_acc: 0.8508, loss_cls: 1.4235, loss: 1.4235, grad_norm: 3.8938 2020-07-25 18:54:56,175 - mmaction - INFO - Epoch [243][860/940] lr: 4.417e-03, eta: 2:44:41, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.6451, top5_acc: 0.8357, loss_cls: 1.4873, loss: 1.4873, grad_norm: 3.9431 2020-07-25 18:55:09,265 - mmaction - INFO - Epoch [243][880/940] lr: 4.417e-03, eta: 2:44:24, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.6348, top5_acc: 0.8338, loss_cls: 1.5287, loss: 1.5287, grad_norm: 4.0391 2020-07-25 18:55:22,135 - mmaction - INFO - Epoch [243][900/940] lr: 4.417e-03, eta: 2:44:08, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6412, top5_acc: 0.8299, loss_cls: 1.4902, loss: 1.4902, grad_norm: 3.9772 2020-07-25 18:55:35,044 - mmaction - INFO - Epoch [243][920/940] lr: 4.417e-03, eta: 2:43:52, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6508, top5_acc: 0.8369, loss_cls: 1.4622, loss: 1.4622, grad_norm: 3.9579 2020-07-25 18:55:47,218 - mmaction - INFO - Epoch [243][940/940] lr: 4.417e-03, eta: 2:43:35, time: 0.608, data_time: 0.001, memory: 9569, top1_acc: 0.6463, top5_acc: 0.8354, loss_cls: 1.5076, loss: 1.5076, grad_norm: 4.0277 2020-07-25 18:58:28,537 - mmaction - INFO - Epoch [244][20/940] lr: 3.810e-03, eta: 2:43:31, time: 7.877, data_time: 7.166, memory: 9569, top1_acc: 0.6451, top5_acc: 0.8451, loss_cls: 1.4480, loss: 1.4480, grad_norm: 3.8740 2020-07-25 18:58:41,361 - mmaction - INFO - Epoch [244][40/940] lr: 3.810e-03, eta: 2:43:15, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.6504, top5_acc: 0.8420, loss_cls: 1.4515, loss: 1.4515, grad_norm: 3.9396 2020-07-25 18:58:54,435 - mmaction - INFO - Epoch [244][60/940] lr: 3.810e-03, eta: 2:42:59, time: 0.652, data_time: 0.000, memory: 9569, top1_acc: 0.6318, top5_acc: 0.8328, loss_cls: 1.5175, loss: 1.5175, grad_norm: 4.0903 2020-07-25 18:59:07,392 - mmaction - INFO - Epoch [244][80/940] lr: 3.810e-03, eta: 2:42:42, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.6592, top5_acc: 0.8422, loss_cls: 1.4283, loss: 1.4283, grad_norm: 3.8725 2020-07-25 18:59:20,274 - mmaction - INFO - Epoch [244][100/940] lr: 3.810e-03, eta: 2:42:26, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6697, top5_acc: 0.8549, loss_cls: 1.3832, loss: 1.3832, grad_norm: 3.8519 2020-07-25 18:59:33,143 - mmaction - INFO - Epoch [244][120/940] lr: 3.810e-03, eta: 2:42:09, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.6525, top5_acc: 0.8412, loss_cls: 1.4740, loss: 1.4740, grad_norm: 3.9449 2020-07-25 18:59:46,032 - mmaction - INFO - Epoch [244][140/940] lr: 3.810e-03, eta: 2:41:53, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.6543, top5_acc: 0.8391, loss_cls: 1.4621, loss: 1.4621, grad_norm: 3.9663 2020-07-25 18:59:58,949 - mmaction - INFO - Epoch [244][160/940] lr: 3.810e-03, eta: 2:41:37, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6596, top5_acc: 0.8414, loss_cls: 1.4262, loss: 1.4262, grad_norm: 3.8788 2020-07-25 19:00:19,972 - mmaction - INFO - Epoch [244][180/940] lr: 3.810e-03, eta: 2:41:21, time: 1.048, data_time: 0.001, memory: 9569, top1_acc: 0.6467, top5_acc: 0.8381, loss_cls: 1.4878, loss: 1.4878, grad_norm: 3.8842 2020-07-25 19:00:32,947 - mmaction - INFO - Epoch [244][200/940] lr: 3.810e-03, eta: 2:41:05, time: 0.651, data_time: 0.010, memory: 9569, top1_acc: 0.6477, top5_acc: 0.8334, loss_cls: 1.4793, loss: 1.4793, grad_norm: 3.9710 2020-07-25 19:00:45,860 - mmaction - INFO - Epoch [244][220/940] lr: 3.810e-03, eta: 2:40:48, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6490, top5_acc: 0.8438, loss_cls: 1.4614, loss: 1.4614, grad_norm: 3.9555 2020-07-25 19:00:58,934 - mmaction - INFO - Epoch [244][240/940] lr: 3.810e-03, eta: 2:40:32, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.6531, top5_acc: 0.8418, loss_cls: 1.4623, loss: 1.4623, grad_norm: 3.9345 2020-07-25 19:01:12,160 - mmaction - INFO - Epoch [244][260/940] lr: 3.810e-03, eta: 2:40:16, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.6559, top5_acc: 0.8459, loss_cls: 1.4297, loss: 1.4297, grad_norm: 3.9443 2020-07-25 19:01:25,125 - mmaction - INFO - Epoch [244][280/940] lr: 3.810e-03, eta: 2:39:59, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6475, top5_acc: 0.8367, loss_cls: 1.4982, loss: 1.4982, grad_norm: 3.9567 2020-07-25 19:01:38,044 - mmaction - INFO - Epoch [244][300/940] lr: 3.810e-03, eta: 2:39:43, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.6484, top5_acc: 0.8385, loss_cls: 1.4681, loss: 1.4681, grad_norm: 3.9031 2020-07-25 19:01:51,092 - mmaction - INFO - Epoch [244][320/940] lr: 3.810e-03, eta: 2:39:27, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.6584, top5_acc: 0.8414, loss_cls: 1.4215, loss: 1.4215, grad_norm: 3.8228 2020-07-25 19:02:04,031 - mmaction - INFO - Epoch [244][340/940] lr: 3.810e-03, eta: 2:39:10, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6416, top5_acc: 0.8439, loss_cls: 1.4590, loss: 1.4590, grad_norm: 4.0095 2020-07-25 19:02:16,954 - mmaction - INFO - Epoch [244][360/940] lr: 3.810e-03, eta: 2:38:54, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6512, top5_acc: 0.8359, loss_cls: 1.4777, loss: 1.4777, grad_norm: 3.9872 2020-07-25 19:02:30,022 - mmaction - INFO - Epoch [244][380/940] lr: 3.810e-03, eta: 2:38:38, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.6656, top5_acc: 0.8480, loss_cls: 1.4214, loss: 1.4214, grad_norm: 3.9126 2020-07-25 19:02:43,035 - mmaction - INFO - Epoch [244][400/940] lr: 3.810e-03, eta: 2:38:21, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.6578, top5_acc: 0.8469, loss_cls: 1.4424, loss: 1.4424, grad_norm: 3.9201 2020-07-25 19:02:55,943 - mmaction - INFO - Epoch [244][420/940] lr: 3.810e-03, eta: 2:38:05, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6539, top5_acc: 0.8395, loss_cls: 1.4545, loss: 1.4545, grad_norm: 3.9009 2020-07-25 19:03:08,894 - mmaction - INFO - Epoch [244][440/940] lr: 3.810e-03, eta: 2:37:49, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6514, top5_acc: 0.8363, loss_cls: 1.4728, loss: 1.4728, grad_norm: 3.9458 2020-07-25 19:03:21,904 - mmaction - INFO - Epoch [244][460/940] lr: 3.810e-03, eta: 2:37:32, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.6504, top5_acc: 0.8398, loss_cls: 1.4608, loss: 1.4608, grad_norm: 3.9283 2020-07-25 19:03:34,852 - mmaction - INFO - Epoch [244][480/940] lr: 3.810e-03, eta: 2:37:16, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6498, top5_acc: 0.8430, loss_cls: 1.4671, loss: 1.4671, grad_norm: 4.0336 2020-07-25 19:03:48,673 - mmaction - INFO - Epoch [244][500/940] lr: 3.810e-03, eta: 2:37:00, time: 0.692, data_time: 0.002, memory: 9569, top1_acc: 0.6480, top5_acc: 0.8346, loss_cls: 1.4973, loss: 1.4973, grad_norm: 3.9770 2020-07-25 19:04:01,591 - mmaction - INFO - Epoch [244][520/940] lr: 3.810e-03, eta: 2:36:43, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6629, top5_acc: 0.8475, loss_cls: 1.4404, loss: 1.4404, grad_norm: 3.9321 2020-07-25 19:04:14,901 - mmaction - INFO - Epoch [244][540/940] lr: 3.810e-03, eta: 2:36:27, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.6494, top5_acc: 0.8395, loss_cls: 1.4614, loss: 1.4614, grad_norm: 3.9577 2020-07-25 19:04:27,953 - mmaction - INFO - Epoch [244][560/940] lr: 3.810e-03, eta: 2:36:11, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.6605, top5_acc: 0.8391, loss_cls: 1.4496, loss: 1.4496, grad_norm: 3.9125 2020-07-25 19:04:41,010 - mmaction - INFO - Epoch [244][580/940] lr: 3.810e-03, eta: 2:35:55, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.6465, top5_acc: 0.8332, loss_cls: 1.4819, loss: 1.4819, grad_norm: 4.0042 2020-07-25 19:04:53,904 - mmaction - INFO - Epoch [244][600/940] lr: 3.810e-03, eta: 2:35:38, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.6488, top5_acc: 0.8396, loss_cls: 1.4556, loss: 1.4556, grad_norm: 3.9802 2020-07-25 19:05:06,835 - mmaction - INFO - Epoch [244][620/940] lr: 3.810e-03, eta: 2:35:22, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6461, top5_acc: 0.8430, loss_cls: 1.4711, loss: 1.4711, grad_norm: 3.9941 2020-07-25 19:05:19,756 - mmaction - INFO - Epoch [244][640/940] lr: 3.810e-03, eta: 2:35:06, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6453, top5_acc: 0.8379, loss_cls: 1.4983, loss: 1.4983, grad_norm: 4.1024 2020-07-25 19:05:32,731 - mmaction - INFO - Epoch [244][660/940] lr: 3.810e-03, eta: 2:34:49, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6547, top5_acc: 0.8430, loss_cls: 1.4560, loss: 1.4560, grad_norm: 4.0112 2020-07-25 19:05:45,618 - mmaction - INFO - Epoch [244][680/940] lr: 3.810e-03, eta: 2:34:33, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6564, top5_acc: 0.8367, loss_cls: 1.4663, loss: 1.4663, grad_norm: 4.0106 2020-07-25 19:05:58,524 - mmaction - INFO - Epoch [244][700/940] lr: 3.810e-03, eta: 2:34:17, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6518, top5_acc: 0.8379, loss_cls: 1.4635, loss: 1.4635, grad_norm: 3.9716 2020-07-25 19:06:11,389 - mmaction - INFO - Epoch [244][720/940] lr: 3.810e-03, eta: 2:34:00, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6516, top5_acc: 0.8346, loss_cls: 1.4584, loss: 1.4584, grad_norm: 4.0381 2020-07-25 19:06:24,302 - mmaction - INFO - Epoch [244][740/940] lr: 3.810e-03, eta: 2:33:44, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6521, top5_acc: 0.8400, loss_cls: 1.4579, loss: 1.4579, grad_norm: 3.9778 2020-07-25 19:06:37,192 - mmaction - INFO - Epoch [244][760/940] lr: 3.810e-03, eta: 2:33:28, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6516, top5_acc: 0.8375, loss_cls: 1.4523, loss: 1.4523, grad_norm: 3.9155 2020-07-25 19:06:50,325 - mmaction - INFO - Epoch [244][780/940] lr: 3.810e-03, eta: 2:33:11, time: 0.655, data_time: 0.005, memory: 9569, top1_acc: 0.6543, top5_acc: 0.8406, loss_cls: 1.4415, loss: 1.4415, grad_norm: 3.9680 2020-07-25 19:07:03,232 - mmaction - INFO - Epoch [244][800/940] lr: 3.810e-03, eta: 2:32:55, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6459, top5_acc: 0.8375, loss_cls: 1.4658, loss: 1.4658, grad_norm: 3.9752 2020-07-25 19:07:16,141 - mmaction - INFO - Epoch [244][820/940] lr: 3.810e-03, eta: 2:32:39, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6561, top5_acc: 0.8355, loss_cls: 1.4383, loss: 1.4383, grad_norm: 3.9556 2020-07-25 19:07:29,034 - mmaction - INFO - Epoch [244][840/940] lr: 3.810e-03, eta: 2:32:22, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6531, top5_acc: 0.8367, loss_cls: 1.4754, loss: 1.4754, grad_norm: 4.0210 2020-07-25 19:07:41,949 - mmaction - INFO - Epoch [244][860/940] lr: 3.810e-03, eta: 2:32:06, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6523, top5_acc: 0.8385, loss_cls: 1.4744, loss: 1.4744, grad_norm: 4.0303 2020-07-25 19:07:55,198 - mmaction - INFO - Epoch [244][880/940] lr: 3.810e-03, eta: 2:31:50, time: 0.662, data_time: 0.020, memory: 9569, top1_acc: 0.6541, top5_acc: 0.8426, loss_cls: 1.4483, loss: 1.4483, grad_norm: 4.0512 2020-07-25 19:08:08,212 - mmaction - INFO - Epoch [244][900/940] lr: 3.810e-03, eta: 2:31:33, time: 0.651, data_time: 0.004, memory: 9569, top1_acc: 0.6496, top5_acc: 0.8428, loss_cls: 1.4653, loss: 1.4653, grad_norm: 3.9366 2020-07-25 19:08:21,324 - mmaction - INFO - Epoch [244][920/940] lr: 3.810e-03, eta: 2:31:17, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.6516, top5_acc: 0.8418, loss_cls: 1.4725, loss: 1.4725, grad_norm: 4.0600 2020-07-25 19:08:33,541 - mmaction - INFO - Epoch [244][940/940] lr: 3.810e-03, eta: 2:31:01, time: 0.611, data_time: 0.001, memory: 9569, top1_acc: 0.6520, top5_acc: 0.8405, loss_cls: 1.4689, loss: 1.4689, grad_norm: 4.0402 2020-07-25 19:08:40,806 - mmaction - INFO - Saving checkpoint at 244 epochs 2020-07-25 19:11:21,126 - mmaction - INFO - Epoch [245][20/940] lr: 3.247e-03, eta: 2:30:56, time: 7.961, data_time: 7.284, memory: 9569, top1_acc: 0.6658, top5_acc: 0.8482, loss_cls: 1.4277, loss: 1.4277, grad_norm: 3.9449 2020-07-25 19:11:34,074 - mmaction - INFO - Epoch [245][40/940] lr: 3.247e-03, eta: 2:30:40, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6557, top5_acc: 0.8457, loss_cls: 1.4281, loss: 1.4281, grad_norm: 3.9562 2020-07-25 19:11:47,078 - mmaction - INFO - Epoch [245][60/940] lr: 3.247e-03, eta: 2:30:23, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6484, top5_acc: 0.8410, loss_cls: 1.4682, loss: 1.4682, grad_norm: 3.9534 2020-07-25 19:11:59,942 - mmaction - INFO - Epoch [245][80/940] lr: 3.247e-03, eta: 2:30:07, time: 0.645, data_time: 0.004, memory: 9569, top1_acc: 0.6598, top5_acc: 0.8508, loss_cls: 1.4159, loss: 1.4159, grad_norm: 3.8984 2020-07-25 19:12:12,818 - mmaction - INFO - Epoch [245][100/940] lr: 3.247e-03, eta: 2:29:51, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6582, top5_acc: 0.8504, loss_cls: 1.4174, loss: 1.4174, grad_norm: 3.8982 2020-07-25 19:12:25,787 - mmaction - INFO - Epoch [245][120/940] lr: 3.247e-03, eta: 2:29:34, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6617, top5_acc: 0.8428, loss_cls: 1.4264, loss: 1.4264, grad_norm: 3.9343 2020-07-25 19:12:38,711 - mmaction - INFO - Epoch [245][140/940] lr: 3.247e-03, eta: 2:29:18, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6600, top5_acc: 0.8486, loss_cls: 1.4161, loss: 1.4161, grad_norm: 3.9422 2020-07-25 19:12:51,687 - mmaction - INFO - Epoch [245][160/940] lr: 3.247e-03, eta: 2:29:02, time: 0.649, data_time: 0.004, memory: 9569, top1_acc: 0.6525, top5_acc: 0.8467, loss_cls: 1.4430, loss: 1.4430, grad_norm: 4.0085 2020-07-25 19:13:04,680 - mmaction - INFO - Epoch [245][180/940] lr: 3.247e-03, eta: 2:28:45, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.6607, top5_acc: 0.8477, loss_cls: 1.4266, loss: 1.4266, grad_norm: 3.9714 2020-07-25 19:13:17,604 - mmaction - INFO - Epoch [245][200/940] lr: 3.247e-03, eta: 2:28:29, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6527, top5_acc: 0.8520, loss_cls: 1.4173, loss: 1.4173, grad_norm: 4.0049 2020-07-25 19:13:30,525 - mmaction - INFO - Epoch [245][220/940] lr: 3.247e-03, eta: 2:28:13, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.6621, top5_acc: 0.8496, loss_cls: 1.4239, loss: 1.4239, grad_norm: 3.9649 2020-07-25 19:13:43,549 - mmaction - INFO - Epoch [245][240/940] lr: 3.247e-03, eta: 2:27:56, time: 0.652, data_time: 0.003, memory: 9569, top1_acc: 0.6600, top5_acc: 0.8404, loss_cls: 1.4374, loss: 1.4374, grad_norm: 3.9068 2020-07-25 19:13:56,489 - mmaction - INFO - Epoch [245][260/940] lr: 3.247e-03, eta: 2:27:40, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6516, top5_acc: 0.8379, loss_cls: 1.4543, loss: 1.4543, grad_norm: 3.9480 2020-07-25 19:14:09,539 - mmaction - INFO - Epoch [245][280/940] lr: 3.247e-03, eta: 2:27:24, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.6566, top5_acc: 0.8406, loss_cls: 1.4578, loss: 1.4578, grad_norm: 3.9954 2020-07-25 19:14:22,540 - mmaction - INFO - Epoch [245][300/940] lr: 3.247e-03, eta: 2:27:07, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.6523, top5_acc: 0.8463, loss_cls: 1.4446, loss: 1.4446, grad_norm: 3.9939 2020-07-25 19:14:35,422 - mmaction - INFO - Epoch [245][320/940] lr: 3.247e-03, eta: 2:26:51, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6607, top5_acc: 0.8416, loss_cls: 1.4308, loss: 1.4308, grad_norm: 4.0050 2020-07-25 19:14:48,361 - mmaction - INFO - Epoch [245][340/940] lr: 3.247e-03, eta: 2:26:35, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6484, top5_acc: 0.8377, loss_cls: 1.4679, loss: 1.4679, grad_norm: 4.0056 2020-07-25 19:15:01,324 - mmaction - INFO - Epoch [245][360/940] lr: 3.247e-03, eta: 2:26:18, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6465, top5_acc: 0.8367, loss_cls: 1.4884, loss: 1.4884, grad_norm: 4.0525 2020-07-25 19:15:14,245 - mmaction - INFO - Epoch [245][380/940] lr: 3.247e-03, eta: 2:26:02, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.4539, loss: 1.4539, grad_norm: 4.0315 2020-07-25 19:15:27,145 - mmaction - INFO - Epoch [245][400/940] lr: 3.247e-03, eta: 2:25:46, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6574, top5_acc: 0.8412, loss_cls: 1.4480, loss: 1.4480, grad_norm: 3.9999 2020-07-25 19:15:40,110 - mmaction - INFO - Epoch [245][420/940] lr: 3.247e-03, eta: 2:25:29, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6457, top5_acc: 0.8447, loss_cls: 1.4557, loss: 1.4557, grad_norm: 4.0427 2020-07-25 19:15:53,210 - mmaction - INFO - Epoch [245][440/940] lr: 3.247e-03, eta: 2:25:13, time: 0.655, data_time: 0.007, memory: 9569, top1_acc: 0.6465, top5_acc: 0.8387, loss_cls: 1.4691, loss: 1.4691, grad_norm: 4.0714 2020-07-25 19:16:06,192 - mmaction - INFO - Epoch [245][460/940] lr: 3.247e-03, eta: 2:24:57, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.6641, top5_acc: 0.8389, loss_cls: 1.4553, loss: 1.4553, grad_norm: 3.9709 2020-07-25 19:16:19,120 - mmaction - INFO - Epoch [245][480/940] lr: 3.247e-03, eta: 2:24:41, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6570, top5_acc: 0.8398, loss_cls: 1.4253, loss: 1.4253, grad_norm: 3.9746 2020-07-25 19:16:32,068 - mmaction - INFO - Epoch [245][500/940] lr: 3.247e-03, eta: 2:24:24, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6500, top5_acc: 0.8422, loss_cls: 1.4505, loss: 1.4505, grad_norm: 3.9665 2020-07-25 19:16:44,993 - mmaction - INFO - Epoch [245][520/940] lr: 3.247e-03, eta: 2:24:08, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6525, top5_acc: 0.8344, loss_cls: 1.4553, loss: 1.4553, grad_norm: 4.0307 2020-07-25 19:16:58,112 - mmaction - INFO - Epoch [245][540/940] lr: 3.247e-03, eta: 2:23:52, time: 0.657, data_time: 0.012, memory: 9569, top1_acc: 0.6564, top5_acc: 0.8385, loss_cls: 1.4314, loss: 1.4314, grad_norm: 4.0566 2020-07-25 19:17:10,969 - mmaction - INFO - Epoch [245][560/940] lr: 3.247e-03, eta: 2:23:35, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.6746, top5_acc: 0.8570, loss_cls: 1.3715, loss: 1.3715, grad_norm: 3.9318 2020-07-25 19:17:23,890 - mmaction - INFO - Epoch [245][580/940] lr: 3.247e-03, eta: 2:23:19, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6537, top5_acc: 0.8477, loss_cls: 1.4256, loss: 1.4256, grad_norm: 3.9941 2020-07-25 19:17:36,838 - mmaction - INFO - Epoch [245][600/940] lr: 3.247e-03, eta: 2:23:03, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6561, top5_acc: 0.8400, loss_cls: 1.4570, loss: 1.4570, grad_norm: 3.9976 2020-07-25 19:17:50,317 - mmaction - INFO - Epoch [245][620/940] lr: 3.247e-03, eta: 2:22:46, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.6539, top5_acc: 0.8404, loss_cls: 1.4495, loss: 1.4495, grad_norm: 4.0274 2020-07-25 19:18:03,242 - mmaction - INFO - Epoch [245][640/940] lr: 3.247e-03, eta: 2:22:30, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6557, top5_acc: 0.8463, loss_cls: 1.4201, loss: 1.4201, grad_norm: 4.0224 2020-07-25 19:18:16,167 - mmaction - INFO - Epoch [245][660/940] lr: 3.247e-03, eta: 2:22:14, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6559, top5_acc: 0.8396, loss_cls: 1.4326, loss: 1.4326, grad_norm: 3.9894 2020-07-25 19:18:29,107 - mmaction - INFO - Epoch [245][680/940] lr: 3.247e-03, eta: 2:21:57, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6600, top5_acc: 0.8453, loss_cls: 1.4373, loss: 1.4373, grad_norm: 4.0726 2020-07-25 19:18:42,170 - mmaction - INFO - Epoch [245][700/940] lr: 3.247e-03, eta: 2:21:41, time: 0.654, data_time: 0.003, memory: 9569, top1_acc: 0.6494, top5_acc: 0.8387, loss_cls: 1.4615, loss: 1.4615, grad_norm: 4.0279 2020-07-25 19:18:55,090 - mmaction - INFO - Epoch [245][720/940] lr: 3.247e-03, eta: 2:21:25, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6516, top5_acc: 0.8383, loss_cls: 1.4832, loss: 1.4832, grad_norm: 4.0699 2020-07-25 19:19:08,095 - mmaction - INFO - Epoch [245][740/940] lr: 3.247e-03, eta: 2:21:09, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.6561, top5_acc: 0.8447, loss_cls: 1.4447, loss: 1.4447, grad_norm: 3.9942 2020-07-25 19:19:20,990 - mmaction - INFO - Epoch [245][760/940] lr: 3.247e-03, eta: 2:20:52, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6621, top5_acc: 0.8424, loss_cls: 1.4407, loss: 1.4407, grad_norm: 3.9566 2020-07-25 19:19:33,924 - mmaction - INFO - Epoch [245][780/940] lr: 3.247e-03, eta: 2:20:36, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.6545, top5_acc: 0.8324, loss_cls: 1.4716, loss: 1.4716, grad_norm: 3.9952 2020-07-25 19:19:46,790 - mmaction - INFO - Epoch [245][800/940] lr: 3.247e-03, eta: 2:20:20, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.6549, top5_acc: 0.8449, loss_cls: 1.4201, loss: 1.4201, grad_norm: 3.9364 2020-07-25 19:19:59,803 - mmaction - INFO - Epoch [245][820/940] lr: 3.247e-03, eta: 2:20:03, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.6498, top5_acc: 0.8359, loss_cls: 1.4844, loss: 1.4844, grad_norm: 4.1039 2020-07-25 19:20:12,686 - mmaction - INFO - Epoch [245][840/940] lr: 3.247e-03, eta: 2:19:47, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6695, top5_acc: 0.8492, loss_cls: 1.4038, loss: 1.4038, grad_norm: 3.9898 2020-07-25 19:20:25,634 - mmaction - INFO - Epoch [245][860/940] lr: 3.247e-03, eta: 2:19:31, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.6488, top5_acc: 0.8334, loss_cls: 1.4786, loss: 1.4786, grad_norm: 4.0821 2020-07-25 19:20:38,810 - mmaction - INFO - Epoch [245][880/940] lr: 3.247e-03, eta: 2:19:15, time: 0.659, data_time: 0.015, memory: 9569, top1_acc: 0.6506, top5_acc: 0.8416, loss_cls: 1.4554, loss: 1.4554, grad_norm: 4.0485 2020-07-25 19:20:51,754 - mmaction - INFO - Epoch [245][900/940] lr: 3.247e-03, eta: 2:18:58, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6604, top5_acc: 0.8363, loss_cls: 1.4335, loss: 1.4335, grad_norm: 4.0010 2020-07-25 19:21:05,205 - mmaction - INFO - Epoch [245][920/940] lr: 3.247e-03, eta: 2:18:42, time: 0.672, data_time: 0.001, memory: 9569, top1_acc: 0.6561, top5_acc: 0.8408, loss_cls: 1.4581, loss: 1.4581, grad_norm: 4.0764 2020-07-25 19:21:17,394 - mmaction - INFO - Epoch [245][940/940] lr: 3.247e-03, eta: 2:18:26, time: 0.610, data_time: 0.002, memory: 9569, top1_acc: 0.6506, top5_acc: 0.8399, loss_cls: 1.4574, loss: 1.4574, grad_norm: 4.0552 2020-07-25 19:23:38,498 - mmaction - INFO - Epoch [246][20/940] lr: 2.729e-03, eta: 2:18:18, time: 6.859, data_time: 5.660, memory: 9569, top1_acc: 0.6717, top5_acc: 0.8484, loss_cls: 1.3936, loss: 1.3936, grad_norm: 3.8974 2020-07-25 19:23:51,340 - mmaction - INFO - Epoch [246][40/940] lr: 2.729e-03, eta: 2:18:02, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.6676, top5_acc: 0.8439, loss_cls: 1.4216, loss: 1.4216, grad_norm: 3.9939 2020-07-25 19:24:05,052 - mmaction - INFO - Epoch [246][60/940] lr: 2.729e-03, eta: 2:17:46, time: 0.685, data_time: 0.001, memory: 9569, top1_acc: 0.6555, top5_acc: 0.8502, loss_cls: 1.4213, loss: 1.4213, grad_norm: 3.9929 2020-07-25 19:24:18,001 - mmaction - INFO - Epoch [246][80/940] lr: 2.729e-03, eta: 2:17:29, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6693, top5_acc: 0.8480, loss_cls: 1.4004, loss: 1.4004, grad_norm: 3.9882 2020-07-25 19:24:30,863 - mmaction - INFO - Epoch [246][100/940] lr: 2.729e-03, eta: 2:17:13, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6533, top5_acc: 0.8408, loss_cls: 1.4620, loss: 1.4620, grad_norm: 3.9876 2020-07-25 19:24:43,765 - mmaction - INFO - Epoch [246][120/940] lr: 2.729e-03, eta: 2:16:57, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6566, top5_acc: 0.8400, loss_cls: 1.4699, loss: 1.4699, grad_norm: 4.0107 2020-07-25 19:24:56,603 - mmaction - INFO - Epoch [246][140/940] lr: 2.729e-03, eta: 2:16:40, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.6592, top5_acc: 0.8461, loss_cls: 1.4204, loss: 1.4204, grad_norm: 3.9834 2020-07-25 19:25:10,075 - mmaction - INFO - Epoch [246][160/940] lr: 2.729e-03, eta: 2:16:24, time: 0.672, data_time: 0.001, memory: 9569, top1_acc: 0.6662, top5_acc: 0.8463, loss_cls: 1.3972, loss: 1.3972, grad_norm: 4.0081 2020-07-25 19:25:22,977 - mmaction - INFO - Epoch [246][180/940] lr: 2.729e-03, eta: 2:16:08, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.3848, loss: 1.3848, grad_norm: 3.9771 2020-07-25 19:25:35,858 - mmaction - INFO - Epoch [246][200/940] lr: 2.729e-03, eta: 2:15:52, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6609, top5_acc: 0.8471, loss_cls: 1.4098, loss: 1.4098, grad_norm: 4.0143 2020-07-25 19:25:49,098 - mmaction - INFO - Epoch [246][220/940] lr: 2.729e-03, eta: 2:15:35, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.6533, top5_acc: 0.8359, loss_cls: 1.4402, loss: 1.4402, grad_norm: 4.0611 2020-07-25 19:26:02,015 - mmaction - INFO - Epoch [246][240/940] lr: 2.729e-03, eta: 2:15:19, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6729, top5_acc: 0.8500, loss_cls: 1.3911, loss: 1.3911, grad_norm: 4.0173 2020-07-25 19:26:14,907 - mmaction - INFO - Epoch [246][260/940] lr: 2.729e-03, eta: 2:15:03, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6574, top5_acc: 0.8439, loss_cls: 1.4251, loss: 1.4251, grad_norm: 4.0347 2020-07-25 19:26:27,819 - mmaction - INFO - Epoch [246][280/940] lr: 2.729e-03, eta: 2:14:46, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6656, top5_acc: 0.8477, loss_cls: 1.4002, loss: 1.4002, grad_norm: 4.0491 2020-07-25 19:26:40,714 - mmaction - INFO - Epoch [246][300/940] lr: 2.729e-03, eta: 2:14:30, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6689, top5_acc: 0.8436, loss_cls: 1.4198, loss: 1.4198, grad_norm: 4.0149 2020-07-25 19:26:53,654 - mmaction - INFO - Epoch [246][320/940] lr: 2.729e-03, eta: 2:14:14, time: 0.646, data_time: 0.000, memory: 9569, top1_acc: 0.6539, top5_acc: 0.8473, loss_cls: 1.4208, loss: 1.4208, grad_norm: 4.0556 2020-07-25 19:27:06,588 - mmaction - INFO - Epoch [246][340/940] lr: 2.729e-03, eta: 2:13:58, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6561, top5_acc: 0.8412, loss_cls: 1.4491, loss: 1.4491, grad_norm: 4.0626 2020-07-25 19:27:19,503 - mmaction - INFO - Epoch [246][360/940] lr: 2.729e-03, eta: 2:13:41, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6523, top5_acc: 0.8402, loss_cls: 1.4449, loss: 1.4449, grad_norm: 4.0415 2020-07-25 19:27:32,557 - mmaction - INFO - Epoch [246][380/940] lr: 2.729e-03, eta: 2:13:25, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.6600, top5_acc: 0.8459, loss_cls: 1.4272, loss: 1.4272, grad_norm: 4.0198 2020-07-25 19:27:46,023 - mmaction - INFO - Epoch [246][400/940] lr: 2.729e-03, eta: 2:13:09, time: 0.673, data_time: 0.001, memory: 9569, top1_acc: 0.6537, top5_acc: 0.8441, loss_cls: 1.4420, loss: 1.4420, grad_norm: 4.0836 2020-07-25 19:27:59,000 - mmaction - INFO - Epoch [246][420/940] lr: 2.729e-03, eta: 2:12:52, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6535, top5_acc: 0.8461, loss_cls: 1.4444, loss: 1.4444, grad_norm: 4.0855 2020-07-25 19:28:11,898 - mmaction - INFO - Epoch [246][440/940] lr: 2.729e-03, eta: 2:12:36, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6543, top5_acc: 0.8365, loss_cls: 1.4482, loss: 1.4482, grad_norm: 4.0369 2020-07-25 19:28:24,904 - mmaction - INFO - Epoch [246][460/940] lr: 2.729e-03, eta: 2:12:20, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.6576, top5_acc: 0.8498, loss_cls: 1.4243, loss: 1.4243, grad_norm: 4.0422 2020-07-25 19:28:38,199 - mmaction - INFO - Epoch [246][480/940] lr: 2.729e-03, eta: 2:12:04, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.6609, top5_acc: 0.8518, loss_cls: 1.3981, loss: 1.3981, grad_norm: 3.9784 2020-07-25 19:28:51,088 - mmaction - INFO - Epoch [246][500/940] lr: 2.729e-03, eta: 2:11:47, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6611, top5_acc: 0.8439, loss_cls: 1.4303, loss: 1.4303, grad_norm: 4.0378 2020-07-25 19:29:03,972 - mmaction - INFO - Epoch [246][520/940] lr: 2.729e-03, eta: 2:11:31, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.6605, top5_acc: 0.8475, loss_cls: 1.4131, loss: 1.4131, grad_norm: 4.1330 2020-07-25 19:29:17,135 - mmaction - INFO - Epoch [246][540/940] lr: 2.729e-03, eta: 2:11:15, time: 0.659, data_time: 0.002, memory: 9569, top1_acc: 0.6684, top5_acc: 0.8525, loss_cls: 1.3860, loss: 1.3860, grad_norm: 3.9966 2020-07-25 19:29:30,227 - mmaction - INFO - Epoch [246][560/940] lr: 2.729e-03, eta: 2:10:58, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.6668, top5_acc: 0.8535, loss_cls: 1.3908, loss: 1.3908, grad_norm: 3.9833 2020-07-25 19:29:43,124 - mmaction - INFO - Epoch [246][580/940] lr: 2.729e-03, eta: 2:10:42, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6639, top5_acc: 0.8445, loss_cls: 1.4179, loss: 1.4179, grad_norm: 4.0309 2020-07-25 19:29:56,214 - mmaction - INFO - Epoch [246][600/940] lr: 2.729e-03, eta: 2:10:26, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.6590, top5_acc: 0.8434, loss_cls: 1.4405, loss: 1.4405, grad_norm: 4.0638 2020-07-25 19:30:09,153 - mmaction - INFO - Epoch [246][620/940] lr: 2.729e-03, eta: 2:10:10, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6590, top5_acc: 0.8480, loss_cls: 1.4111, loss: 1.4111, grad_norm: 4.0056 2020-07-25 19:30:22,386 - mmaction - INFO - Epoch [246][640/940] lr: 2.729e-03, eta: 2:09:53, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.6570, top5_acc: 0.8434, loss_cls: 1.4384, loss: 1.4384, grad_norm: 4.0684 2020-07-25 19:30:35,260 - mmaction - INFO - Epoch [246][660/940] lr: 2.729e-03, eta: 2:09:37, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.6584, top5_acc: 0.8422, loss_cls: 1.4495, loss: 1.4495, grad_norm: 4.0809 2020-07-25 19:30:48,233 - mmaction - INFO - Epoch [246][680/940] lr: 2.729e-03, eta: 2:09:21, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.6492, top5_acc: 0.8537, loss_cls: 1.4143, loss: 1.4143, grad_norm: 4.0638 2020-07-25 19:31:01,267 - mmaction - INFO - Epoch [246][700/940] lr: 2.729e-03, eta: 2:09:05, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.6650, top5_acc: 0.8443, loss_cls: 1.4106, loss: 1.4106, grad_norm: 3.9904 2020-07-25 19:31:14,170 - mmaction - INFO - Epoch [246][720/940] lr: 2.729e-03, eta: 2:08:48, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6539, top5_acc: 0.8367, loss_cls: 1.4796, loss: 1.4796, grad_norm: 4.0466 2020-07-25 19:31:27,249 - mmaction - INFO - Epoch [246][740/940] lr: 2.729e-03, eta: 2:08:32, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.6580, top5_acc: 0.8453, loss_cls: 1.4475, loss: 1.4475, grad_norm: 4.0979 2020-07-25 19:31:40,944 - mmaction - INFO - Epoch [246][760/940] lr: 2.729e-03, eta: 2:08:16, time: 0.684, data_time: 0.005, memory: 9569, top1_acc: 0.6580, top5_acc: 0.8521, loss_cls: 1.4011, loss: 1.4011, grad_norm: 4.0435 2020-07-25 19:31:54,806 - mmaction - INFO - Epoch [246][780/940] lr: 2.729e-03, eta: 2:08:00, time: 0.693, data_time: 0.018, memory: 9569, top1_acc: 0.6721, top5_acc: 0.8510, loss_cls: 1.3821, loss: 1.3821, grad_norm: 4.0033 2020-07-25 19:32:08,272 - mmaction - INFO - Epoch [246][800/940] lr: 2.729e-03, eta: 2:07:43, time: 0.674, data_time: 0.009, memory: 9569, top1_acc: 0.6611, top5_acc: 0.8430, loss_cls: 1.4226, loss: 1.4226, grad_norm: 4.0553 2020-07-25 19:32:21,582 - mmaction - INFO - Epoch [246][820/940] lr: 2.729e-03, eta: 2:07:27, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.6689, top5_acc: 0.8516, loss_cls: 1.3861, loss: 1.3861, grad_norm: 4.0469 2020-07-25 19:32:34,492 - mmaction - INFO - Epoch [246][840/940] lr: 2.729e-03, eta: 2:07:11, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6584, top5_acc: 0.8520, loss_cls: 1.4100, loss: 1.4100, grad_norm: 4.0530 2020-07-25 19:32:47,392 - mmaction - INFO - Epoch [246][860/940] lr: 2.729e-03, eta: 2:06:54, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6662, top5_acc: 0.8500, loss_cls: 1.3926, loss: 1.3926, grad_norm: 4.0165 2020-07-25 19:33:00,314 - mmaction - INFO - Epoch [246][880/940] lr: 2.729e-03, eta: 2:06:38, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6670, top5_acc: 0.8561, loss_cls: 1.3638, loss: 1.3638, grad_norm: 4.0019 2020-07-25 19:33:13,245 - mmaction - INFO - Epoch [246][900/940] lr: 2.729e-03, eta: 2:06:22, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6584, top5_acc: 0.8414, loss_cls: 1.4315, loss: 1.4315, grad_norm: 4.0579 2020-07-25 19:33:26,239 - mmaction - INFO - Epoch [246][920/940] lr: 2.729e-03, eta: 2:06:06, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.6527, top5_acc: 0.8373, loss_cls: 1.4495, loss: 1.4495, grad_norm: 4.0276 2020-07-25 19:33:38,432 - mmaction - INFO - Epoch [246][940/940] lr: 2.729e-03, eta: 2:05:49, time: 0.610, data_time: 0.001, memory: 9569, top1_acc: 0.6500, top5_acc: 0.8429, loss_cls: 1.4493, loss: 1.4493, grad_norm: 4.1844 2020-07-25 19:36:21,211 - mmaction - INFO - Epoch [247][20/940] lr: 2.256e-03, eta: 2:05:43, time: 7.981, data_time: 5.374, memory: 9569, top1_acc: 0.6646, top5_acc: 0.8438, loss_cls: 1.4215, loss: 1.4215, grad_norm: 3.9837 2020-07-25 19:36:34,018 - mmaction - INFO - Epoch [247][40/940] lr: 2.256e-03, eta: 2:05:26, time: 0.641, data_time: 0.003, memory: 9569, top1_acc: 0.6605, top5_acc: 0.8455, loss_cls: 1.4209, loss: 1.4209, grad_norm: 4.0494 2020-07-25 19:36:46,972 - mmaction - INFO - Epoch [247][60/940] lr: 2.256e-03, eta: 2:05:10, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6729, top5_acc: 0.8551, loss_cls: 1.3584, loss: 1.3584, grad_norm: 4.0187 2020-07-25 19:36:59,856 - mmaction - INFO - Epoch [247][80/940] lr: 2.256e-03, eta: 2:04:54, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6670, top5_acc: 0.8439, loss_cls: 1.4170, loss: 1.4170, grad_norm: 4.0532 2020-07-25 19:37:12,748 - mmaction - INFO - Epoch [247][100/940] lr: 2.256e-03, eta: 2:04:37, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6646, top5_acc: 0.8436, loss_cls: 1.4186, loss: 1.4186, grad_norm: 4.0007 2020-07-25 19:37:25,618 - mmaction - INFO - Epoch [247][120/940] lr: 2.256e-03, eta: 2:04:21, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6580, top5_acc: 0.8455, loss_cls: 1.4217, loss: 1.4217, grad_norm: 4.0234 2020-07-25 19:37:38,495 - mmaction - INFO - Epoch [247][140/940] lr: 2.256e-03, eta: 2:04:05, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.4170, loss: 1.4170, grad_norm: 4.0720 2020-07-25 19:37:51,756 - mmaction - INFO - Epoch [247][160/940] lr: 2.256e-03, eta: 2:03:49, time: 0.663, data_time: 0.017, memory: 9569, top1_acc: 0.6568, top5_acc: 0.8520, loss_cls: 1.4158, loss: 1.4158, grad_norm: 4.0376 2020-07-25 19:38:04,677 - mmaction - INFO - Epoch [247][180/940] lr: 2.256e-03, eta: 2:03:32, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.6496, top5_acc: 0.8461, loss_cls: 1.4421, loss: 1.4421, grad_norm: 4.1230 2020-07-25 19:38:17,544 - mmaction - INFO - Epoch [247][200/940] lr: 2.256e-03, eta: 2:03:16, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6701, top5_acc: 0.8545, loss_cls: 1.3767, loss: 1.3767, grad_norm: 3.9859 2020-07-25 19:38:30,478 - mmaction - INFO - Epoch [247][220/940] lr: 2.256e-03, eta: 2:03:00, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6623, top5_acc: 0.8424, loss_cls: 1.4539, loss: 1.4539, grad_norm: 4.0832 2020-07-25 19:38:43,387 - mmaction - INFO - Epoch [247][240/940] lr: 2.256e-03, eta: 2:02:43, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6658, top5_acc: 0.8490, loss_cls: 1.4026, loss: 1.4026, grad_norm: 4.0729 2020-07-25 19:38:56,286 - mmaction - INFO - Epoch [247][260/940] lr: 2.256e-03, eta: 2:02:27, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.6734, top5_acc: 0.8488, loss_cls: 1.3783, loss: 1.3783, grad_norm: 4.0511 2020-07-25 19:39:09,192 - mmaction - INFO - Epoch [247][280/940] lr: 2.256e-03, eta: 2:02:11, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6615, top5_acc: 0.8463, loss_cls: 1.4057, loss: 1.4057, grad_norm: 4.0544 2020-07-25 19:39:22,253 - mmaction - INFO - Epoch [247][300/940] lr: 2.256e-03, eta: 2:01:55, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.6570, top5_acc: 0.8441, loss_cls: 1.4194, loss: 1.4194, grad_norm: 4.1613 2020-07-25 19:39:35,185 - mmaction - INFO - Epoch [247][320/940] lr: 2.256e-03, eta: 2:01:38, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6715, top5_acc: 0.8512, loss_cls: 1.3912, loss: 1.3912, grad_norm: 4.0297 2020-07-25 19:39:48,534 - mmaction - INFO - Epoch [247][340/940] lr: 2.256e-03, eta: 2:01:22, time: 0.668, data_time: 0.004, memory: 9569, top1_acc: 0.6754, top5_acc: 0.8551, loss_cls: 1.3865, loss: 1.3865, grad_norm: 4.0825 2020-07-25 19:40:01,797 - mmaction - INFO - Epoch [247][360/940] lr: 2.256e-03, eta: 2:01:06, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.6594, top5_acc: 0.8422, loss_cls: 1.4201, loss: 1.4201, grad_norm: 4.0648 2020-07-25 19:40:14,772 - mmaction - INFO - Epoch [247][380/940] lr: 2.256e-03, eta: 2:00:50, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6682, top5_acc: 0.8432, loss_cls: 1.4106, loss: 1.4106, grad_norm: 4.0443 2020-07-25 19:40:27,655 - mmaction - INFO - Epoch [247][400/940] lr: 2.256e-03, eta: 2:00:33, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6613, top5_acc: 0.8508, loss_cls: 1.3941, loss: 1.3941, grad_norm: 4.0968 2020-07-25 19:40:40,542 - mmaction - INFO - Epoch [247][420/940] lr: 2.256e-03, eta: 2:00:17, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6758, top5_acc: 0.8490, loss_cls: 1.3529, loss: 1.3529, grad_norm: 4.0022 2020-07-25 19:40:53,606 - mmaction - INFO - Epoch [247][440/940] lr: 2.256e-03, eta: 2:00:01, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.6680, top5_acc: 0.8533, loss_cls: 1.3965, loss: 1.3965, grad_norm: 4.0358 2020-07-25 19:41:06,530 - mmaction - INFO - Epoch [247][460/940] lr: 2.256e-03, eta: 1:59:45, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6572, top5_acc: 0.8461, loss_cls: 1.4488, loss: 1.4488, grad_norm: 4.1803 2020-07-25 19:41:19,672 - mmaction - INFO - Epoch [247][480/940] lr: 2.256e-03, eta: 1:59:28, time: 0.657, data_time: 0.000, memory: 9569, top1_acc: 0.6635, top5_acc: 0.8422, loss_cls: 1.4158, loss: 1.4158, grad_norm: 4.0817 2020-07-25 19:41:32,557 - mmaction - INFO - Epoch [247][500/940] lr: 2.256e-03, eta: 1:59:12, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6594, top5_acc: 0.8428, loss_cls: 1.4225, loss: 1.4225, grad_norm: 4.0934 2020-07-25 19:41:45,483 - mmaction - INFO - Epoch [247][520/940] lr: 2.256e-03, eta: 1:58:56, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6678, top5_acc: 0.8439, loss_cls: 1.3910, loss: 1.3910, grad_norm: 4.0356 2020-07-25 19:41:58,467 - mmaction - INFO - Epoch [247][540/940] lr: 2.256e-03, eta: 1:58:40, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6586, top5_acc: 0.8449, loss_cls: 1.4257, loss: 1.4257, grad_norm: 4.0450 2020-07-25 19:42:11,378 - mmaction - INFO - Epoch [247][560/940] lr: 2.256e-03, eta: 1:58:23, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6484, top5_acc: 0.8371, loss_cls: 1.4905, loss: 1.4905, grad_norm: 4.1419 2020-07-25 19:42:24,420 - mmaction - INFO - Epoch [247][580/940] lr: 2.256e-03, eta: 1:58:07, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.6590, top5_acc: 0.8479, loss_cls: 1.4235, loss: 1.4235, grad_norm: 4.1287 2020-07-25 19:42:37,367 - mmaction - INFO - Epoch [247][600/940] lr: 2.256e-03, eta: 1:57:51, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6656, top5_acc: 0.8523, loss_cls: 1.3763, loss: 1.3763, grad_norm: 3.9957 2020-07-25 19:42:50,250 - mmaction - INFO - Epoch [247][620/940] lr: 2.256e-03, eta: 1:57:34, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.6766, top5_acc: 0.8488, loss_cls: 1.3967, loss: 1.3967, grad_norm: 4.0552 2020-07-25 19:43:03,287 - mmaction - INFO - Epoch [247][640/940] lr: 2.256e-03, eta: 1:57:18, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.6736, top5_acc: 0.8518, loss_cls: 1.3820, loss: 1.3820, grad_norm: 4.0237 2020-07-25 19:43:16,207 - mmaction - INFO - Epoch [247][660/940] lr: 2.256e-03, eta: 1:57:02, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6654, top5_acc: 0.8402, loss_cls: 1.4431, loss: 1.4431, grad_norm: 4.0823 2020-07-25 19:43:29,160 - mmaction - INFO - Epoch [247][680/940] lr: 2.256e-03, eta: 1:56:46, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6643, top5_acc: 0.8455, loss_cls: 1.4073, loss: 1.4073, grad_norm: 4.0870 2020-07-25 19:43:42,103 - mmaction - INFO - Epoch [247][700/940] lr: 2.256e-03, eta: 1:56:29, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6557, top5_acc: 0.8471, loss_cls: 1.4192, loss: 1.4192, grad_norm: 3.9992 2020-07-25 19:43:55,052 - mmaction - INFO - Epoch [247][720/940] lr: 2.256e-03, eta: 1:56:13, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6547, top5_acc: 0.8424, loss_cls: 1.4390, loss: 1.4390, grad_norm: 4.0750 2020-07-25 19:44:08,238 - mmaction - INFO - Epoch [247][740/940] lr: 2.256e-03, eta: 1:55:57, time: 0.658, data_time: 0.001, memory: 9569, top1_acc: 0.6656, top5_acc: 0.8482, loss_cls: 1.4064, loss: 1.4064, grad_norm: 4.1021 2020-07-25 19:44:21,772 - mmaction - INFO - Epoch [247][760/940] lr: 2.256e-03, eta: 1:55:41, time: 0.677, data_time: 0.002, memory: 9569, top1_acc: 0.6639, top5_acc: 0.8492, loss_cls: 1.3962, loss: 1.3962, grad_norm: 4.0477 2020-07-25 19:44:35,019 - mmaction - INFO - Epoch [247][780/940] lr: 2.256e-03, eta: 1:55:24, time: 0.663, data_time: 0.002, memory: 9569, top1_acc: 0.6689, top5_acc: 0.8461, loss_cls: 1.4054, loss: 1.4054, grad_norm: 4.0105 2020-07-25 19:44:47,979 - mmaction - INFO - Epoch [247][800/940] lr: 2.256e-03, eta: 1:55:08, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6533, top5_acc: 0.8443, loss_cls: 1.4349, loss: 1.4349, grad_norm: 4.0992 2020-07-25 19:45:00,892 - mmaction - INFO - Epoch [247][820/940] lr: 2.256e-03, eta: 1:54:52, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6598, top5_acc: 0.8479, loss_cls: 1.4259, loss: 1.4259, grad_norm: 4.0892 2020-07-25 19:45:13,782 - mmaction - INFO - Epoch [247][840/940] lr: 2.256e-03, eta: 1:54:36, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6600, top5_acc: 0.8455, loss_cls: 1.4174, loss: 1.4174, grad_norm: 4.0812 2020-07-25 19:45:26,811 - mmaction - INFO - Epoch [247][860/940] lr: 2.256e-03, eta: 1:54:19, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.6658, top5_acc: 0.8512, loss_cls: 1.4017, loss: 1.4017, grad_norm: 4.0102 2020-07-25 19:45:39,720 - mmaction - INFO - Epoch [247][880/940] lr: 2.256e-03, eta: 1:54:03, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6687, top5_acc: 0.8533, loss_cls: 1.3613, loss: 1.3613, grad_norm: 4.0787 2020-07-25 19:45:52,765 - mmaction - INFO - Epoch [247][900/940] lr: 2.256e-03, eta: 1:53:47, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.6580, top5_acc: 0.8434, loss_cls: 1.4423, loss: 1.4423, grad_norm: 4.1110 2020-07-25 19:46:06,013 - mmaction - INFO - Epoch [247][920/940] lr: 2.256e-03, eta: 1:53:31, time: 0.663, data_time: 0.013, memory: 9569, top1_acc: 0.6576, top5_acc: 0.8432, loss_cls: 1.4400, loss: 1.4400, grad_norm: 4.0307 2020-07-25 19:46:18,335 - mmaction - INFO - Epoch [247][940/940] lr: 2.256e-03, eta: 1:53:14, time: 0.616, data_time: 0.001, memory: 9569, top1_acc: 0.6530, top5_acc: 0.8460, loss_cls: 1.4447, loss: 1.4447, grad_norm: 4.1499 2020-07-25 19:48:41,978 - mmaction - INFO - Epoch [248][20/940] lr: 1.828e-03, eta: 1:53:06, time: 7.000, data_time: 5.592, memory: 9569, top1_acc: 0.6494, top5_acc: 0.8463, loss_cls: 1.4582, loss: 1.4582, grad_norm: 4.1226 2020-07-25 19:48:55,325 - mmaction - INFO - Epoch [248][40/940] lr: 1.828e-03, eta: 1:52:49, time: 0.668, data_time: 0.021, memory: 9569, top1_acc: 0.6643, top5_acc: 0.8529, loss_cls: 1.3784, loss: 1.3784, grad_norm: 4.0223 2020-07-25 19:49:08,194 - mmaction - INFO - Epoch [248][60/940] lr: 1.828e-03, eta: 1:52:33, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6562, top5_acc: 0.8416, loss_cls: 1.4286, loss: 1.4286, grad_norm: 4.1079 2020-07-25 19:49:21,022 - mmaction - INFO - Epoch [248][80/940] lr: 1.828e-03, eta: 1:52:17, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.6727, top5_acc: 0.8486, loss_cls: 1.3706, loss: 1.3706, grad_norm: 4.0432 2020-07-25 19:49:33,929 - mmaction - INFO - Epoch [248][100/940] lr: 1.828e-03, eta: 1:52:01, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.6730, top5_acc: 0.8543, loss_cls: 1.3428, loss: 1.3428, grad_norm: 4.0233 2020-07-25 19:49:46,803 - mmaction - INFO - Epoch [248][120/940] lr: 1.828e-03, eta: 1:51:44, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.6654, top5_acc: 0.8443, loss_cls: 1.4085, loss: 1.4085, grad_norm: 4.0753 2020-07-25 19:49:59,829 - mmaction - INFO - Epoch [248][140/940] lr: 1.828e-03, eta: 1:51:28, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.6736, top5_acc: 0.8580, loss_cls: 1.3601, loss: 1.3601, grad_norm: 4.0376 2020-07-25 19:50:12,737 - mmaction - INFO - Epoch [248][160/940] lr: 1.828e-03, eta: 1:51:12, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6787, top5_acc: 0.8521, loss_cls: 1.3362, loss: 1.3362, grad_norm: 3.9898 2020-07-25 19:50:25,680 - mmaction - INFO - Epoch [248][180/940] lr: 1.828e-03, eta: 1:50:56, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.6562, top5_acc: 0.8498, loss_cls: 1.4319, loss: 1.4319, grad_norm: 4.1276 2020-07-25 19:50:38,616 - mmaction - INFO - Epoch [248][200/940] lr: 1.828e-03, eta: 1:50:39, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6682, top5_acc: 0.8441, loss_cls: 1.4013, loss: 1.4013, grad_norm: 4.0330 2020-07-25 19:50:51,512 - mmaction - INFO - Epoch [248][220/940] lr: 1.828e-03, eta: 1:50:23, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6619, top5_acc: 0.8549, loss_cls: 1.3945, loss: 1.3945, grad_norm: 4.1866 2020-07-25 19:51:04,424 - mmaction - INFO - Epoch [248][240/940] lr: 1.828e-03, eta: 1:50:07, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6674, top5_acc: 0.8504, loss_cls: 1.4013, loss: 1.4013, grad_norm: 4.0888 2020-07-25 19:51:17,439 - mmaction - INFO - Epoch [248][260/940] lr: 1.828e-03, eta: 1:49:51, time: 0.650, data_time: 0.003, memory: 9569, top1_acc: 0.6732, top5_acc: 0.8461, loss_cls: 1.4033, loss: 1.4033, grad_norm: 4.0515 2020-07-25 19:51:30,370 - mmaction - INFO - Epoch [248][280/940] lr: 1.828e-03, eta: 1:49:34, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6568, top5_acc: 0.8375, loss_cls: 1.4502, loss: 1.4502, grad_norm: 4.0927 2020-07-25 19:51:43,444 - mmaction - INFO - Epoch [248][300/940] lr: 1.828e-03, eta: 1:49:18, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.6629, top5_acc: 0.8508, loss_cls: 1.3986, loss: 1.3986, grad_norm: 4.1390 2020-07-25 19:51:56,334 - mmaction - INFO - Epoch [248][320/940] lr: 1.828e-03, eta: 1:49:02, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6729, top5_acc: 0.8502, loss_cls: 1.3796, loss: 1.3796, grad_norm: 4.0607 2020-07-25 19:52:09,371 - mmaction - INFO - Epoch [248][340/940] lr: 1.828e-03, eta: 1:48:46, time: 0.651, data_time: 0.003, memory: 9569, top1_acc: 0.6660, top5_acc: 0.8469, loss_cls: 1.4184, loss: 1.4184, grad_norm: 4.1347 2020-07-25 19:52:22,285 - mmaction - INFO - Epoch [248][360/940] lr: 1.828e-03, eta: 1:48:29, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.3762, loss: 1.3762, grad_norm: 4.1545 2020-07-25 19:52:35,352 - mmaction - INFO - Epoch [248][380/940] lr: 1.828e-03, eta: 1:48:13, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.6635, top5_acc: 0.8459, loss_cls: 1.4141, loss: 1.4141, grad_norm: 4.1956 2020-07-25 19:52:48,351 - mmaction - INFO - Epoch [248][400/940] lr: 1.828e-03, eta: 1:47:57, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.6658, top5_acc: 0.8582, loss_cls: 1.3871, loss: 1.3871, grad_norm: 4.1228 2020-07-25 19:53:01,290 - mmaction - INFO - Epoch [248][420/940] lr: 1.828e-03, eta: 1:47:41, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6729, top5_acc: 0.8529, loss_cls: 1.3669, loss: 1.3669, grad_norm: 4.0203 2020-07-25 19:53:14,269 - mmaction - INFO - Epoch [248][440/940] lr: 1.828e-03, eta: 1:47:24, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.6686, top5_acc: 0.8537, loss_cls: 1.3705, loss: 1.3705, grad_norm: 4.0608 2020-07-25 19:53:27,172 - mmaction - INFO - Epoch [248][460/940] lr: 1.828e-03, eta: 1:47:08, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6566, top5_acc: 0.8387, loss_cls: 1.4464, loss: 1.4464, grad_norm: 4.2260 2020-07-25 19:53:40,049 - mmaction - INFO - Epoch [248][480/940] lr: 1.828e-03, eta: 1:46:52, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6756, top5_acc: 0.8539, loss_cls: 1.3508, loss: 1.3508, grad_norm: 4.0207 2020-07-25 19:53:52,994 - mmaction - INFO - Epoch [248][500/940] lr: 1.828e-03, eta: 1:46:36, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6732, top5_acc: 0.8564, loss_cls: 1.3609, loss: 1.3609, grad_norm: 4.0458 2020-07-25 19:54:05,953 - mmaction - INFO - Epoch [248][520/940] lr: 1.828e-03, eta: 1:46:19, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6672, top5_acc: 0.8578, loss_cls: 1.3625, loss: 1.3625, grad_norm: 4.0510 2020-07-25 19:54:18,951 - mmaction - INFO - Epoch [248][540/940] lr: 1.828e-03, eta: 1:46:03, time: 0.652, data_time: 0.003, memory: 9569, top1_acc: 0.6705, top5_acc: 0.8482, loss_cls: 1.3826, loss: 1.3826, grad_norm: 4.0114 2020-07-25 19:54:31,888 - mmaction - INFO - Epoch [248][560/940] lr: 1.828e-03, eta: 1:45:47, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6662, top5_acc: 0.8490, loss_cls: 1.4053, loss: 1.4053, grad_norm: 4.0788 2020-07-25 19:54:44,934 - mmaction - INFO - Epoch [248][580/940] lr: 1.828e-03, eta: 1:45:31, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.6666, top5_acc: 0.8357, loss_cls: 1.4380, loss: 1.4380, grad_norm: 4.1044 2020-07-25 19:54:57,802 - mmaction - INFO - Epoch [248][600/940] lr: 1.828e-03, eta: 1:45:14, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6676, top5_acc: 0.8521, loss_cls: 1.3849, loss: 1.3849, grad_norm: 4.0660 2020-07-25 19:55:10,714 - mmaction - INFO - Epoch [248][620/940] lr: 1.828e-03, eta: 1:44:58, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6549, top5_acc: 0.8432, loss_cls: 1.4371, loss: 1.4371, grad_norm: 4.2390 2020-07-25 19:55:23,618 - mmaction - INFO - Epoch [248][640/940] lr: 1.828e-03, eta: 1:44:42, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6559, top5_acc: 0.8480, loss_cls: 1.4200, loss: 1.4200, grad_norm: 4.2209 2020-07-25 19:55:36,714 - mmaction - INFO - Epoch [248][660/940] lr: 1.828e-03, eta: 1:44:26, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.6604, top5_acc: 0.8439, loss_cls: 1.4177, loss: 1.4177, grad_norm: 4.1100 2020-07-25 19:55:49,865 - mmaction - INFO - Epoch [248][680/940] lr: 1.828e-03, eta: 1:44:09, time: 0.658, data_time: 0.013, memory: 9569, top1_acc: 0.6613, top5_acc: 0.8506, loss_cls: 1.3978, loss: 1.3978, grad_norm: 4.0756 2020-07-25 19:56:02,821 - mmaction - INFO - Epoch [248][700/940] lr: 1.828e-03, eta: 1:43:53, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6762, top5_acc: 0.8490, loss_cls: 1.3713, loss: 1.3713, grad_norm: 4.0490 2020-07-25 19:56:16,252 - mmaction - INFO - Epoch [248][720/940] lr: 1.828e-03, eta: 1:43:37, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.6670, top5_acc: 0.8465, loss_cls: 1.3938, loss: 1.3938, grad_norm: 4.0584 2020-07-25 19:56:29,167 - mmaction - INFO - Epoch [248][740/940] lr: 1.828e-03, eta: 1:43:21, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6473, top5_acc: 0.8463, loss_cls: 1.4293, loss: 1.4293, grad_norm: 4.1419 2020-07-25 19:56:42,040 - mmaction - INFO - Epoch [248][760/940] lr: 1.828e-03, eta: 1:43:05, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6652, top5_acc: 0.8432, loss_cls: 1.4123, loss: 1.4123, grad_norm: 4.0872 2020-07-25 19:56:54,973 - mmaction - INFO - Epoch [248][780/940] lr: 1.828e-03, eta: 1:42:48, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6586, top5_acc: 0.8445, loss_cls: 1.4349, loss: 1.4349, grad_norm: 4.1533 2020-07-25 19:57:07,919 - mmaction - INFO - Epoch [248][800/940] lr: 1.828e-03, eta: 1:42:32, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6604, top5_acc: 0.8459, loss_cls: 1.4239, loss: 1.4239, grad_norm: 4.1505 2020-07-25 19:57:21,043 - mmaction - INFO - Epoch [248][820/940] lr: 1.828e-03, eta: 1:42:16, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.6682, top5_acc: 0.8438, loss_cls: 1.4026, loss: 1.4026, grad_norm: 4.1006 2020-07-25 19:57:34,005 - mmaction - INFO - Epoch [248][840/940] lr: 1.828e-03, eta: 1:42:00, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6477, top5_acc: 0.8430, loss_cls: 1.4627, loss: 1.4627, grad_norm: 4.2264 2020-07-25 19:57:46,892 - mmaction - INFO - Epoch [248][860/940] lr: 1.828e-03, eta: 1:41:43, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6719, top5_acc: 0.8521, loss_cls: 1.3914, loss: 1.3914, grad_norm: 4.0921 2020-07-25 19:58:00,300 - mmaction - INFO - Epoch [248][880/940] lr: 1.828e-03, eta: 1:41:27, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.6725, top5_acc: 0.8488, loss_cls: 1.3750, loss: 1.3750, grad_norm: 4.0729 2020-07-25 19:58:13,223 - mmaction - INFO - Epoch [248][900/940] lr: 1.828e-03, eta: 1:41:11, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6613, top5_acc: 0.8471, loss_cls: 1.4034, loss: 1.4034, grad_norm: 4.1145 2020-07-25 19:58:26,332 - mmaction - INFO - Epoch [248][920/940] lr: 1.828e-03, eta: 1:40:55, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.6654, top5_acc: 0.8439, loss_cls: 1.4075, loss: 1.4075, grad_norm: 4.1328 2020-07-25 19:58:38,542 - mmaction - INFO - Epoch [248][940/940] lr: 1.828e-03, eta: 1:40:39, time: 0.611, data_time: 0.001, memory: 9569, top1_acc: 0.6593, top5_acc: 0.8433, loss_cls: 1.4219, loss: 1.4219, grad_norm: 4.1122 2020-07-25 19:58:42,116 - mmaction - INFO - Saving checkpoint at 248 epochs 2020-07-25 20:01:25,046 - mmaction - INFO - Epoch [249][20/940] lr: 1.445e-03, eta: 1:40:30, time: 8.071, data_time: 7.349, memory: 9569, top1_acc: 0.6717, top5_acc: 0.8520, loss_cls: 1.3672, loss: 1.3672, grad_norm: 4.0527 2020-07-25 20:01:37,880 - mmaction - INFO - Epoch [249][40/940] lr: 1.445e-03, eta: 1:40:14, time: 0.644, data_time: 0.004, memory: 9569, top1_acc: 0.6713, top5_acc: 0.8527, loss_cls: 1.3744, loss: 1.3744, grad_norm: 4.0543 2020-07-25 20:01:50,762 - mmaction - INFO - Epoch [249][60/940] lr: 1.445e-03, eta: 1:39:57, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6852, top5_acc: 0.8605, loss_cls: 1.3238, loss: 1.3238, grad_norm: 3.9825 2020-07-25 20:02:03,730 - mmaction - INFO - Epoch [249][80/940] lr: 1.445e-03, eta: 1:39:41, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6762, top5_acc: 0.8568, loss_cls: 1.3511, loss: 1.3511, grad_norm: 4.0085 2020-07-25 20:02:16,593 - mmaction - INFO - Epoch [249][100/940] lr: 1.445e-03, eta: 1:39:25, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6736, top5_acc: 0.8502, loss_cls: 1.3676, loss: 1.3676, grad_norm: 4.0260 2020-07-25 20:02:29,636 - mmaction - INFO - Epoch [249][120/940] lr: 1.445e-03, eta: 1:39:09, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.6752, top5_acc: 0.8543, loss_cls: 1.3659, loss: 1.3659, grad_norm: 4.0727 2020-07-25 20:02:42,645 - mmaction - INFO - Epoch [249][140/940] lr: 1.445e-03, eta: 1:38:52, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.6738, top5_acc: 0.8518, loss_cls: 1.3594, loss: 1.3594, grad_norm: 4.0924 2020-07-25 20:02:55,542 - mmaction - INFO - Epoch [249][160/940] lr: 1.445e-03, eta: 1:38:36, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6703, top5_acc: 0.8475, loss_cls: 1.4061, loss: 1.4061, grad_norm: 4.1351 2020-07-25 20:03:09,012 - mmaction - INFO - Epoch [249][180/940] lr: 1.445e-03, eta: 1:38:20, time: 0.672, data_time: 0.001, memory: 9569, top1_acc: 0.6586, top5_acc: 0.8496, loss_cls: 1.4097, loss: 1.4097, grad_norm: 4.1184 2020-07-25 20:03:22,154 - mmaction - INFO - Epoch [249][200/940] lr: 1.445e-03, eta: 1:38:04, time: 0.658, data_time: 0.003, memory: 9569, top1_acc: 0.6725, top5_acc: 0.8578, loss_cls: 1.3526, loss: 1.3526, grad_norm: 4.0808 2020-07-25 20:03:35,376 - mmaction - INFO - Epoch [249][220/940] lr: 1.445e-03, eta: 1:37:48, time: 0.661, data_time: 0.001, memory: 9569, top1_acc: 0.6764, top5_acc: 0.8477, loss_cls: 1.3639, loss: 1.3639, grad_norm: 4.0685 2020-07-25 20:03:48,775 - mmaction - INFO - Epoch [249][240/940] lr: 1.445e-03, eta: 1:37:31, time: 0.670, data_time: 0.001, memory: 9569, top1_acc: 0.6678, top5_acc: 0.8520, loss_cls: 1.3857, loss: 1.3857, grad_norm: 4.0904 2020-07-25 20:04:01,703 - mmaction - INFO - Epoch [249][260/940] lr: 1.445e-03, eta: 1:37:15, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6654, top5_acc: 0.8545, loss_cls: 1.3703, loss: 1.3703, grad_norm: 4.0848 2020-07-25 20:04:14,787 - mmaction - INFO - Epoch [249][280/940] lr: 1.445e-03, eta: 1:36:59, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.6713, top5_acc: 0.8484, loss_cls: 1.3752, loss: 1.3752, grad_norm: 4.1143 2020-07-25 20:04:27,674 - mmaction - INFO - Epoch [249][300/940] lr: 1.445e-03, eta: 1:36:43, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6803, top5_acc: 0.8609, loss_cls: 1.3283, loss: 1.3283, grad_norm: 4.0291 2020-07-25 20:04:40,727 - mmaction - INFO - Epoch [249][320/940] lr: 1.445e-03, eta: 1:36:26, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.6549, top5_acc: 0.8432, loss_cls: 1.4419, loss: 1.4419, grad_norm: 4.2093 2020-07-25 20:04:53,664 - mmaction - INFO - Epoch [249][340/940] lr: 1.445e-03, eta: 1:36:10, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6816, top5_acc: 0.8551, loss_cls: 1.3584, loss: 1.3584, grad_norm: 4.0850 2020-07-25 20:05:06,682 - mmaction - INFO - Epoch [249][360/940] lr: 1.445e-03, eta: 1:35:54, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.6664, top5_acc: 0.8508, loss_cls: 1.3937, loss: 1.3937, grad_norm: 4.1426 2020-07-25 20:05:19,630 - mmaction - INFO - Epoch [249][380/940] lr: 1.445e-03, eta: 1:35:38, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6602, top5_acc: 0.8428, loss_cls: 1.4090, loss: 1.4090, grad_norm: 4.2192 2020-07-25 20:05:32,565 - mmaction - INFO - Epoch [249][400/940] lr: 1.445e-03, eta: 1:35:22, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6715, top5_acc: 0.8590, loss_cls: 1.3602, loss: 1.3602, grad_norm: 4.1210 2020-07-25 20:05:45,482 - mmaction - INFO - Epoch [249][420/940] lr: 1.445e-03, eta: 1:35:05, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6699, top5_acc: 0.8561, loss_cls: 1.3646, loss: 1.3646, grad_norm: 4.0730 2020-07-25 20:05:58,568 - mmaction - INFO - Epoch [249][440/940] lr: 1.445e-03, eta: 1:34:49, time: 0.655, data_time: 0.001, memory: 9569, top1_acc: 0.6684, top5_acc: 0.8496, loss_cls: 1.3910, loss: 1.3910, grad_norm: 4.1353 2020-07-25 20:06:11,483 - mmaction - INFO - Epoch [249][460/940] lr: 1.445e-03, eta: 1:34:33, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6691, top5_acc: 0.8490, loss_cls: 1.3808, loss: 1.3808, grad_norm: 4.0128 2020-07-25 20:06:24,874 - mmaction - INFO - Epoch [249][480/940] lr: 1.445e-03, eta: 1:34:17, time: 0.669, data_time: 0.001, memory: 9569, top1_acc: 0.6650, top5_acc: 0.8449, loss_cls: 1.3924, loss: 1.3924, grad_norm: 4.0663 2020-07-25 20:06:38,175 - mmaction - INFO - Epoch [249][500/940] lr: 1.445e-03, eta: 1:34:00, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.6641, top5_acc: 0.8453, loss_cls: 1.4125, loss: 1.4125, grad_norm: 4.0928 2020-07-25 20:06:52,153 - mmaction - INFO - Epoch [249][520/940] lr: 1.445e-03, eta: 1:33:44, time: 0.699, data_time: 0.012, memory: 9569, top1_acc: 0.6674, top5_acc: 0.8457, loss_cls: 1.3921, loss: 1.3921, grad_norm: 4.1481 2020-07-25 20:07:05,716 - mmaction - INFO - Epoch [249][540/940] lr: 1.445e-03, eta: 1:33:28, time: 0.677, data_time: 0.016, memory: 9569, top1_acc: 0.6619, top5_acc: 0.8469, loss_cls: 1.4050, loss: 1.4050, grad_norm: 4.1596 2020-07-25 20:07:19,223 - mmaction - INFO - Epoch [249][560/940] lr: 1.445e-03, eta: 1:33:12, time: 0.672, data_time: 0.004, memory: 9569, top1_acc: 0.6648, top5_acc: 0.8428, loss_cls: 1.4410, loss: 1.4410, grad_norm: 4.1835 2020-07-25 20:07:32,668 - mmaction - INFO - Epoch [249][580/940] lr: 1.445e-03, eta: 1:32:56, time: 0.676, data_time: 0.013, memory: 9569, top1_acc: 0.6654, top5_acc: 0.8473, loss_cls: 1.4109, loss: 1.4109, grad_norm: 4.2039 2020-07-25 20:07:45,668 - mmaction - INFO - Epoch [249][600/940] lr: 1.445e-03, eta: 1:32:40, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.6625, top5_acc: 0.8455, loss_cls: 1.4097, loss: 1.4097, grad_norm: 4.1967 2020-07-25 20:07:58,623 - mmaction - INFO - Epoch [249][620/940] lr: 1.445e-03, eta: 1:32:23, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6660, top5_acc: 0.8525, loss_cls: 1.3905, loss: 1.3905, grad_norm: 4.1380 2020-07-25 20:08:12,210 - mmaction - INFO - Epoch [249][640/940] lr: 1.445e-03, eta: 1:32:07, time: 0.679, data_time: 0.001, memory: 9569, top1_acc: 0.6654, top5_acc: 0.8467, loss_cls: 1.3771, loss: 1.3771, grad_norm: 4.1788 2020-07-25 20:08:25,662 - mmaction - INFO - Epoch [249][660/940] lr: 1.445e-03, eta: 1:31:51, time: 0.672, data_time: 0.009, memory: 9569, top1_acc: 0.6674, top5_acc: 0.8475, loss_cls: 1.3974, loss: 1.3974, grad_norm: 4.1549 2020-07-25 20:08:39,022 - mmaction - INFO - Epoch [249][680/940] lr: 1.445e-03, eta: 1:31:35, time: 0.668, data_time: 0.006, memory: 9569, top1_acc: 0.6682, top5_acc: 0.8576, loss_cls: 1.3624, loss: 1.3624, grad_norm: 4.1567 2020-07-25 20:08:52,640 - mmaction - INFO - Epoch [249][700/940] lr: 1.445e-03, eta: 1:31:19, time: 0.682, data_time: 0.018, memory: 9569, top1_acc: 0.6629, top5_acc: 0.8441, loss_cls: 1.4102, loss: 1.4102, grad_norm: 4.1891 2020-07-25 20:09:06,531 - mmaction - INFO - Epoch [249][720/940] lr: 1.445e-03, eta: 1:31:02, time: 0.693, data_time: 0.010, memory: 9569, top1_acc: 0.6605, top5_acc: 0.8463, loss_cls: 1.4033, loss: 1.4033, grad_norm: 4.1178 2020-07-25 20:09:20,045 - mmaction - INFO - Epoch [249][740/940] lr: 1.445e-03, eta: 1:30:46, time: 0.676, data_time: 0.003, memory: 9569, top1_acc: 0.6771, top5_acc: 0.8547, loss_cls: 1.3465, loss: 1.3465, grad_norm: 4.1030 2020-07-25 20:09:33,549 - mmaction - INFO - Epoch [249][760/940] lr: 1.445e-03, eta: 1:30:30, time: 0.676, data_time: 0.002, memory: 9569, top1_acc: 0.6779, top5_acc: 0.8547, loss_cls: 1.3741, loss: 1.3741, grad_norm: 4.0795 2020-07-25 20:09:47,476 - mmaction - INFO - Epoch [249][780/940] lr: 1.445e-03, eta: 1:30:14, time: 0.688, data_time: 0.006, memory: 9569, top1_acc: 0.6732, top5_acc: 0.8551, loss_cls: 1.3592, loss: 1.3592, grad_norm: 4.1046 2020-07-25 20:10:00,992 - mmaction - INFO - Epoch [249][800/940] lr: 1.445e-03, eta: 1:29:58, time: 0.684, data_time: 0.016, memory: 9569, top1_acc: 0.6686, top5_acc: 0.8602, loss_cls: 1.3482, loss: 1.3482, grad_norm: 4.1382 2020-07-25 20:10:14,700 - mmaction - INFO - Epoch [249][820/940] lr: 1.445e-03, eta: 1:29:42, time: 0.685, data_time: 0.013, memory: 9569, top1_acc: 0.6646, top5_acc: 0.8438, loss_cls: 1.4106, loss: 1.4106, grad_norm: 4.1932 2020-07-25 20:10:28,645 - mmaction - INFO - Epoch [249][840/940] lr: 1.445e-03, eta: 1:29:25, time: 0.697, data_time: 0.006, memory: 9569, top1_acc: 0.6607, top5_acc: 0.8516, loss_cls: 1.3941, loss: 1.3941, grad_norm: 4.1600 2020-07-25 20:10:41,511 - mmaction - INFO - Epoch [249][860/940] lr: 1.445e-03, eta: 1:29:09, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6684, top5_acc: 0.8523, loss_cls: 1.3873, loss: 1.3873, grad_norm: 4.1905 2020-07-25 20:10:54,816 - mmaction - INFO - Epoch [249][880/940] lr: 1.445e-03, eta: 1:28:53, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.6672, top5_acc: 0.8529, loss_cls: 1.3854, loss: 1.3854, grad_norm: 4.2111 2020-07-25 20:11:07,721 - mmaction - INFO - Epoch [249][900/940] lr: 1.445e-03, eta: 1:28:37, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6793, top5_acc: 0.8570, loss_cls: 1.3432, loss: 1.3432, grad_norm: 4.0859 2020-07-25 20:11:20,647 - mmaction - INFO - Epoch [249][920/940] lr: 1.445e-03, eta: 1:28:21, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6789, top5_acc: 0.8502, loss_cls: 1.3736, loss: 1.3736, grad_norm: 4.0892 2020-07-25 20:11:32,777 - mmaction - INFO - Epoch [249][940/940] lr: 1.445e-03, eta: 1:28:04, time: 0.607, data_time: 0.001, memory: 9569, top1_acc: 0.6690, top5_acc: 0.8466, loss_cls: 1.3756, loss: 1.3756, grad_norm: 4.1699 2020-07-25 20:14:12,942 - mmaction - INFO - Epoch [250][20/940] lr: 1.106e-03, eta: 1:27:54, time: 7.800, data_time: 7.095, memory: 9569, top1_acc: 0.6703, top5_acc: 0.8463, loss_cls: 1.3910, loss: 1.3910, grad_norm: 4.0815 2020-07-25 20:14:25,752 - mmaction - INFO - Epoch [250][40/940] lr: 1.106e-03, eta: 1:27:38, time: 0.640, data_time: 0.001, memory: 9569, top1_acc: 0.6687, top5_acc: 0.8557, loss_cls: 1.3684, loss: 1.3684, grad_norm: 4.1461 2020-07-25 20:14:38,681 - mmaction - INFO - Epoch [250][60/940] lr: 1.106e-03, eta: 1:27:22, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6648, top5_acc: 0.8461, loss_cls: 1.4132, loss: 1.4132, grad_norm: 4.1727 2020-07-25 20:14:51,507 - mmaction - INFO - Epoch [250][80/940] lr: 1.106e-03, eta: 1:27:06, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.6742, top5_acc: 0.8596, loss_cls: 1.3326, loss: 1.3326, grad_norm: 4.1230 2020-07-25 20:15:04,432 - mmaction - INFO - Epoch [250][100/940] lr: 1.106e-03, eta: 1:26:50, time: 0.646, data_time: 0.000, memory: 9569, top1_acc: 0.6646, top5_acc: 0.8484, loss_cls: 1.3894, loss: 1.3894, grad_norm: 4.1495 2020-07-25 20:15:17,343 - mmaction - INFO - Epoch [250][120/940] lr: 1.106e-03, eta: 1:26:33, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6758, top5_acc: 0.8545, loss_cls: 1.3592, loss: 1.3592, grad_norm: 4.0423 2020-07-25 20:15:30,242 - mmaction - INFO - Epoch [250][140/940] lr: 1.106e-03, eta: 1:26:17, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6730, top5_acc: 0.8455, loss_cls: 1.3991, loss: 1.3991, grad_norm: 4.1823 2020-07-25 20:15:43,143 - mmaction - INFO - Epoch [250][160/940] lr: 1.106e-03, eta: 1:26:01, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6695, top5_acc: 0.8570, loss_cls: 1.3615, loss: 1.3615, grad_norm: 4.1019 2020-07-25 20:15:56,048 - mmaction - INFO - Epoch [250][180/940] lr: 1.106e-03, eta: 1:25:45, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6607, top5_acc: 0.8391, loss_cls: 1.4174, loss: 1.4174, grad_norm: 4.1924 2020-07-25 20:16:08,918 - mmaction - INFO - Epoch [250][200/940] lr: 1.106e-03, eta: 1:25:28, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6754, top5_acc: 0.8500, loss_cls: 1.3867, loss: 1.3867, grad_norm: 4.1344 2020-07-25 20:16:21,879 - mmaction - INFO - Epoch [250][220/940] lr: 1.106e-03, eta: 1:25:12, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.6760, top5_acc: 0.8562, loss_cls: 1.3547, loss: 1.3547, grad_norm: 4.0940 2020-07-25 20:16:34,950 - mmaction - INFO - Epoch [250][240/940] lr: 1.106e-03, eta: 1:24:56, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.6818, top5_acc: 0.8529, loss_cls: 1.3536, loss: 1.3536, grad_norm: 4.1405 2020-07-25 20:16:48,392 - mmaction - INFO - Epoch [250][260/940] lr: 1.106e-03, eta: 1:24:40, time: 0.672, data_time: 0.002, memory: 9569, top1_acc: 0.6773, top5_acc: 0.8596, loss_cls: 1.3324, loss: 1.3324, grad_norm: 4.0992 2020-07-25 20:17:01,686 - mmaction - INFO - Epoch [250][280/940] lr: 1.106e-03, eta: 1:24:24, time: 0.664, data_time: 0.001, memory: 9569, top1_acc: 0.6705, top5_acc: 0.8551, loss_cls: 1.3683, loss: 1.3683, grad_norm: 4.1227 2020-07-25 20:17:14,620 - mmaction - INFO - Epoch [250][300/940] lr: 1.106e-03, eta: 1:24:07, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6768, top5_acc: 0.8580, loss_cls: 1.3516, loss: 1.3516, grad_norm: 4.1473 2020-07-25 20:17:27,570 - mmaction - INFO - Epoch [250][320/940] lr: 1.106e-03, eta: 1:23:51, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6785, top5_acc: 0.8539, loss_cls: 1.3592, loss: 1.3592, grad_norm: 4.1508 2020-07-25 20:17:40,530 - mmaction - INFO - Epoch [250][340/940] lr: 1.106e-03, eta: 1:23:35, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6764, top5_acc: 0.8543, loss_cls: 1.3470, loss: 1.3470, grad_norm: 4.0833 2020-07-25 20:17:53,925 - mmaction - INFO - Epoch [250][360/940] lr: 1.106e-03, eta: 1:23:19, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.6691, top5_acc: 0.8523, loss_cls: 1.3787, loss: 1.3787, grad_norm: 4.1430 2020-07-25 20:18:06,851 - mmaction - INFO - Epoch [250][380/940] lr: 1.106e-03, eta: 1:23:03, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6658, top5_acc: 0.8541, loss_cls: 1.3691, loss: 1.3691, grad_norm: 4.1711 2020-07-25 20:18:20,035 - mmaction - INFO - Epoch [250][400/940] lr: 1.106e-03, eta: 1:22:46, time: 0.658, data_time: 0.015, memory: 9569, top1_acc: 0.6813, top5_acc: 0.8488, loss_cls: 1.3789, loss: 1.3789, grad_norm: 4.2019 2020-07-25 20:18:32,929 - mmaction - INFO - Epoch [250][420/940] lr: 1.106e-03, eta: 1:22:30, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.6621, top5_acc: 0.8459, loss_cls: 1.3955, loss: 1.3955, grad_norm: 4.2065 2020-07-25 20:18:45,881 - mmaction - INFO - Epoch [250][440/940] lr: 1.106e-03, eta: 1:22:14, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6580, top5_acc: 0.8463, loss_cls: 1.4382, loss: 1.4382, grad_norm: 4.2258 2020-07-25 20:18:58,803 - mmaction - INFO - Epoch [250][460/940] lr: 1.106e-03, eta: 1:21:58, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6703, top5_acc: 0.8445, loss_cls: 1.4182, loss: 1.4182, grad_norm: 4.2363 2020-07-25 20:19:11,740 - mmaction - INFO - Epoch [250][480/940] lr: 1.106e-03, eta: 1:21:42, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6801, top5_acc: 0.8547, loss_cls: 1.3531, loss: 1.3531, grad_norm: 4.1092 2020-07-25 20:19:24,712 - mmaction - INFO - Epoch [250][500/940] lr: 1.106e-03, eta: 1:21:25, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6721, top5_acc: 0.8518, loss_cls: 1.3842, loss: 1.3842, grad_norm: 4.1560 2020-07-25 20:19:37,600 - mmaction - INFO - Epoch [250][520/940] lr: 1.106e-03, eta: 1:21:09, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6758, top5_acc: 0.8520, loss_cls: 1.3726, loss: 1.3726, grad_norm: 4.0985 2020-07-25 20:19:50,486 - mmaction - INFO - Epoch [250][540/940] lr: 1.106e-03, eta: 1:20:53, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6744, top5_acc: 0.8541, loss_cls: 1.3694, loss: 1.3694, grad_norm: 4.1216 2020-07-25 20:20:03,425 - mmaction - INFO - Epoch [250][560/940] lr: 1.106e-03, eta: 1:20:37, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6762, top5_acc: 0.8562, loss_cls: 1.3449, loss: 1.3449, grad_norm: 4.1016 2020-07-25 20:20:16,446 - mmaction - INFO - Epoch [250][580/940] lr: 1.106e-03, eta: 1:20:21, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.6809, top5_acc: 0.8555, loss_cls: 1.3556, loss: 1.3556, grad_norm: 4.0995 2020-07-25 20:20:29,490 - mmaction - INFO - Epoch [250][600/940] lr: 1.106e-03, eta: 1:20:04, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.6729, top5_acc: 0.8516, loss_cls: 1.3773, loss: 1.3773, grad_norm: 4.1331 2020-07-25 20:20:42,414 - mmaction - INFO - Epoch [250][620/940] lr: 1.106e-03, eta: 1:19:48, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6863, top5_acc: 0.8592, loss_cls: 1.3130, loss: 1.3130, grad_norm: 4.0285 2020-07-25 20:20:55,718 - mmaction - INFO - Epoch [250][640/940] lr: 1.106e-03, eta: 1:19:32, time: 0.665, data_time: 0.001, memory: 9569, top1_acc: 0.6760, top5_acc: 0.8500, loss_cls: 1.3703, loss: 1.3703, grad_norm: 4.1026 2020-07-25 20:21:09,065 - mmaction - INFO - Epoch [250][660/940] lr: 1.106e-03, eta: 1:19:16, time: 0.666, data_time: 0.001, memory: 9569, top1_acc: 0.6764, top5_acc: 0.8502, loss_cls: 1.3801, loss: 1.3801, grad_norm: 4.1368 2020-07-25 20:21:21,956 - mmaction - INFO - Epoch [250][680/940] lr: 1.106e-03, eta: 1:19:00, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6664, top5_acc: 0.8533, loss_cls: 1.3679, loss: 1.3679, grad_norm: 4.1832 2020-07-25 20:21:35,017 - mmaction - INFO - Epoch [250][700/940] lr: 1.106e-03, eta: 1:18:44, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.6691, top5_acc: 0.8529, loss_cls: 1.3549, loss: 1.3549, grad_norm: 4.1039 2020-07-25 20:21:47,966 - mmaction - INFO - Epoch [250][720/940] lr: 1.106e-03, eta: 1:18:27, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6764, top5_acc: 0.8559, loss_cls: 1.3437, loss: 1.3437, grad_norm: 4.1109 2020-07-25 20:22:01,290 - mmaction - INFO - Epoch [250][740/940] lr: 1.106e-03, eta: 1:18:11, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.6641, top5_acc: 0.8537, loss_cls: 1.3713, loss: 1.3713, grad_norm: 4.1267 2020-07-25 20:22:14,195 - mmaction - INFO - Epoch [250][760/940] lr: 1.106e-03, eta: 1:17:55, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6914, top5_acc: 0.8598, loss_cls: 1.3272, loss: 1.3272, grad_norm: 4.0820 2020-07-25 20:22:27,806 - mmaction - INFO - Epoch [250][780/940] lr: 1.106e-03, eta: 1:17:39, time: 0.680, data_time: 0.001, memory: 9569, top1_acc: 0.6754, top5_acc: 0.8508, loss_cls: 1.3688, loss: 1.3688, grad_norm: 4.1652 2020-07-25 20:22:40,896 - mmaction - INFO - Epoch [250][800/940] lr: 1.106e-03, eta: 1:17:23, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.6768, top5_acc: 0.8543, loss_cls: 1.3611, loss: 1.3611, grad_norm: 4.1724 2020-07-25 20:22:53,801 - mmaction - INFO - Epoch [250][820/940] lr: 1.106e-03, eta: 1:17:06, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.6783, top5_acc: 0.8520, loss_cls: 1.3565, loss: 1.3565, grad_norm: 4.1046 2020-07-25 20:23:06,718 - mmaction - INFO - Epoch [250][840/940] lr: 1.106e-03, eta: 1:16:50, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6760, top5_acc: 0.8537, loss_cls: 1.3637, loss: 1.3637, grad_norm: 4.1652 2020-07-25 20:23:19,687 - mmaction - INFO - Epoch [250][860/940] lr: 1.106e-03, eta: 1:16:34, time: 0.646, data_time: 0.000, memory: 9569, top1_acc: 0.6705, top5_acc: 0.8516, loss_cls: 1.3843, loss: 1.3843, grad_norm: 4.2334 2020-07-25 20:23:32,583 - mmaction - INFO - Epoch [250][880/940] lr: 1.106e-03, eta: 1:16:18, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.6693, top5_acc: 0.8527, loss_cls: 1.3641, loss: 1.3641, grad_norm: 4.2146 2020-07-25 20:23:45,604 - mmaction - INFO - Epoch [250][900/940] lr: 1.106e-03, eta: 1:16:02, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.6631, top5_acc: 0.8449, loss_cls: 1.4014, loss: 1.4014, grad_norm: 4.1808 2020-07-25 20:23:58,504 - mmaction - INFO - Epoch [250][920/940] lr: 1.106e-03, eta: 1:15:45, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6627, top5_acc: 0.8529, loss_cls: 1.3767, loss: 1.3767, grad_norm: 4.1875 2020-07-25 20:24:10,778 - mmaction - INFO - Epoch [250][940/940] lr: 1.106e-03, eta: 1:15:29, time: 0.614, data_time: 0.002, memory: 9569, top1_acc: 0.6757, top5_acc: 0.8511, loss_cls: 1.3818, loss: 1.3818, grad_norm: 4.1589 2020-07-25 20:26:40,180 - mmaction - INFO - Epoch [251][20/940] lr: 8.129e-04, eta: 1:15:18, time: 7.247, data_time: 6.534, memory: 9569, top1_acc: 0.6768, top5_acc: 0.8494, loss_cls: 1.3443, loss: 1.3443, grad_norm: 4.1662 2020-07-25 20:26:53,045 - mmaction - INFO - Epoch [251][40/940] lr: 8.129e-04, eta: 1:15:02, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.6811, top5_acc: 0.8512, loss_cls: 1.3834, loss: 1.3834, grad_norm: 4.1796 2020-07-25 20:27:06,261 - mmaction - INFO - Epoch [251][60/940] lr: 8.129e-04, eta: 1:14:46, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.6715, top5_acc: 0.8516, loss_cls: 1.3817, loss: 1.3817, grad_norm: 4.1406 2020-07-25 20:27:19,155 - mmaction - INFO - Epoch [251][80/940] lr: 8.129e-04, eta: 1:14:30, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6723, top5_acc: 0.8568, loss_cls: 1.3436, loss: 1.3436, grad_norm: 4.1204 2020-07-25 20:27:32,125 - mmaction - INFO - Epoch [251][100/940] lr: 8.129e-04, eta: 1:14:13, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.6803, top5_acc: 0.8545, loss_cls: 1.3507, loss: 1.3507, grad_norm: 4.1001 2020-07-25 20:27:45,129 - mmaction - INFO - Epoch [251][120/940] lr: 8.129e-04, eta: 1:13:57, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.6846, top5_acc: 0.8582, loss_cls: 1.3182, loss: 1.3182, grad_norm: 4.0779 2020-07-25 20:27:58,028 - mmaction - INFO - Epoch [251][140/940] lr: 8.129e-04, eta: 1:13:41, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6629, top5_acc: 0.8416, loss_cls: 1.4297, loss: 1.4297, grad_norm: 4.1931 2020-07-25 20:28:10,875 - mmaction - INFO - Epoch [251][160/940] lr: 8.129e-04, eta: 1:13:25, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.6645, top5_acc: 0.8449, loss_cls: 1.4110, loss: 1.4110, grad_norm: 4.2056 2020-07-25 20:28:23,790 - mmaction - INFO - Epoch [251][180/940] lr: 8.129e-04, eta: 1:13:09, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6604, top5_acc: 0.8518, loss_cls: 1.3964, loss: 1.3964, grad_norm: 4.2231 2020-07-25 20:28:36,668 - mmaction - INFO - Epoch [251][200/940] lr: 8.129e-04, eta: 1:12:52, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6658, top5_acc: 0.8543, loss_cls: 1.3892, loss: 1.3892, grad_norm: 4.1709 2020-07-25 20:28:49,571 - mmaction - INFO - Epoch [251][220/940] lr: 8.129e-04, eta: 1:12:36, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6670, top5_acc: 0.8451, loss_cls: 1.3960, loss: 1.3960, grad_norm: 4.2083 2020-07-25 20:29:02,443 - mmaction - INFO - Epoch [251][240/940] lr: 8.129e-04, eta: 1:12:20, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6699, top5_acc: 0.8467, loss_cls: 1.4033, loss: 1.4033, grad_norm: 4.1541 2020-07-25 20:29:15,409 - mmaction - INFO - Epoch [251][260/940] lr: 8.129e-04, eta: 1:12:04, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.3899, loss: 1.3899, grad_norm: 4.1841 2020-07-25 20:29:28,291 - mmaction - INFO - Epoch [251][280/940] lr: 8.129e-04, eta: 1:11:48, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.6746, top5_acc: 0.8480, loss_cls: 1.3772, loss: 1.3772, grad_norm: 4.1582 2020-07-25 20:29:41,250 - mmaction - INFO - Epoch [251][300/940] lr: 8.129e-04, eta: 1:11:31, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6730, top5_acc: 0.8564, loss_cls: 1.3569, loss: 1.3569, grad_norm: 4.1288 2020-07-25 20:29:54,149 - mmaction - INFO - Epoch [251][320/940] lr: 8.129e-04, eta: 1:11:15, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6773, top5_acc: 0.8568, loss_cls: 1.3490, loss: 1.3490, grad_norm: 4.0962 2020-07-25 20:30:07,218 - mmaction - INFO - Epoch [251][340/940] lr: 8.129e-04, eta: 1:10:59, time: 0.653, data_time: 0.003, memory: 9569, top1_acc: 0.6791, top5_acc: 0.8521, loss_cls: 1.3625, loss: 1.3625, grad_norm: 4.1843 2020-07-25 20:30:20,118 - mmaction - INFO - Epoch [251][360/940] lr: 8.129e-04, eta: 1:10:43, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6725, top5_acc: 0.8557, loss_cls: 1.3521, loss: 1.3521, grad_norm: 4.1558 2020-07-25 20:30:33,197 - mmaction - INFO - Epoch [251][380/940] lr: 8.129e-04, eta: 1:10:27, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.6783, top5_acc: 0.8486, loss_cls: 1.3729, loss: 1.3729, grad_norm: 4.1243 2020-07-25 20:30:46,737 - mmaction - INFO - Epoch [251][400/940] lr: 8.129e-04, eta: 1:10:10, time: 0.677, data_time: 0.001, memory: 9569, top1_acc: 0.6664, top5_acc: 0.8514, loss_cls: 1.3672, loss: 1.3672, grad_norm: 4.1934 2020-07-25 20:30:59,686 - mmaction - INFO - Epoch [251][420/940] lr: 8.129e-04, eta: 1:09:54, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6740, top5_acc: 0.8473, loss_cls: 1.3963, loss: 1.3963, grad_norm: 4.1878 2020-07-25 20:31:12,597 - mmaction - INFO - Epoch [251][440/940] lr: 8.129e-04, eta: 1:09:38, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6848, top5_acc: 0.8604, loss_cls: 1.3217, loss: 1.3217, grad_norm: 4.1042 2020-07-25 20:31:25,572 - mmaction - INFO - Epoch [251][460/940] lr: 8.129e-04, eta: 1:09:22, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.6699, top5_acc: 0.8553, loss_cls: 1.3692, loss: 1.3692, grad_norm: 4.1840 2020-07-25 20:31:38,489 - mmaction - INFO - Epoch [251][480/940] lr: 8.129e-04, eta: 1:09:06, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6744, top5_acc: 0.8488, loss_cls: 1.3742, loss: 1.3742, grad_norm: 4.1408 2020-07-25 20:31:51,542 - mmaction - INFO - Epoch [251][500/940] lr: 8.129e-04, eta: 1:08:50, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.6801, top5_acc: 0.8531, loss_cls: 1.3390, loss: 1.3390, grad_norm: 4.1126 2020-07-25 20:32:04,590 - mmaction - INFO - Epoch [251][520/940] lr: 8.129e-04, eta: 1:08:33, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.6719, top5_acc: 0.8479, loss_cls: 1.3803, loss: 1.3803, grad_norm: 4.1656 2020-07-25 20:32:17,498 - mmaction - INFO - Epoch [251][540/940] lr: 8.129e-04, eta: 1:08:17, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6713, top5_acc: 0.8527, loss_cls: 1.3770, loss: 1.3770, grad_norm: 4.2222 2020-07-25 20:32:30,418 - mmaction - INFO - Epoch [251][560/940] lr: 8.129e-04, eta: 1:08:01, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6777, top5_acc: 0.8590, loss_cls: 1.3324, loss: 1.3324, grad_norm: 4.1627 2020-07-25 20:32:43,363 - mmaction - INFO - Epoch [251][580/940] lr: 8.129e-04, eta: 1:07:45, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6768, top5_acc: 0.8494, loss_cls: 1.3569, loss: 1.3569, grad_norm: 4.1199 2020-07-25 20:32:56,266 - mmaction - INFO - Epoch [251][600/940] lr: 8.129e-04, eta: 1:07:29, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6822, top5_acc: 0.8609, loss_cls: 1.3200, loss: 1.3200, grad_norm: 4.0744 2020-07-25 20:33:09,317 - mmaction - INFO - Epoch [251][620/940] lr: 8.129e-04, eta: 1:07:13, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.6791, top5_acc: 0.8568, loss_cls: 1.3385, loss: 1.3385, grad_norm: 4.1254 2020-07-25 20:33:22,265 - mmaction - INFO - Epoch [251][640/940] lr: 8.129e-04, eta: 1:06:56, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6678, top5_acc: 0.8506, loss_cls: 1.3949, loss: 1.3949, grad_norm: 4.2365 2020-07-25 20:33:35,216 - mmaction - INFO - Epoch [251][660/940] lr: 8.129e-04, eta: 1:06:40, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6826, top5_acc: 0.8523, loss_cls: 1.3356, loss: 1.3356, grad_norm: 4.0861 2020-07-25 20:33:48,239 - mmaction - INFO - Epoch [251][680/940] lr: 8.129e-04, eta: 1:06:24, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.6648, top5_acc: 0.8512, loss_cls: 1.3775, loss: 1.3775, grad_norm: 4.0925 2020-07-25 20:34:01,151 - mmaction - INFO - Epoch [251][700/940] lr: 8.129e-04, eta: 1:06:08, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6723, top5_acc: 0.8508, loss_cls: 1.3637, loss: 1.3637, grad_norm: 4.1599 2020-07-25 20:34:14,079 - mmaction - INFO - Epoch [251][720/940] lr: 8.129e-04, eta: 1:05:52, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6795, top5_acc: 0.8553, loss_cls: 1.3305, loss: 1.3305, grad_norm: 4.1039 2020-07-25 20:34:26,974 - mmaction - INFO - Epoch [251][740/940] lr: 8.129e-04, eta: 1:05:36, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6918, top5_acc: 0.8611, loss_cls: 1.2934, loss: 1.2934, grad_norm: 4.0924 2020-07-25 20:34:39,874 - mmaction - INFO - Epoch [251][760/940] lr: 8.129e-04, eta: 1:05:19, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.6670, top5_acc: 0.8486, loss_cls: 1.3931, loss: 1.3931, grad_norm: 4.1870 2020-07-25 20:34:52,737 - mmaction - INFO - Epoch [251][780/940] lr: 8.129e-04, eta: 1:05:03, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.6666, top5_acc: 0.8480, loss_cls: 1.3867, loss: 1.3867, grad_norm: 4.2128 2020-07-25 20:35:05,642 - mmaction - INFO - Epoch [251][800/940] lr: 8.129e-04, eta: 1:04:47, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6711, top5_acc: 0.8551, loss_cls: 1.3702, loss: 1.3702, grad_norm: 4.1559 2020-07-25 20:35:18,731 - mmaction - INFO - Epoch [251][820/940] lr: 8.129e-04, eta: 1:04:31, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.6729, top5_acc: 0.8514, loss_cls: 1.3591, loss: 1.3591, grad_norm: 4.0920 2020-07-25 20:35:31,667 - mmaction - INFO - Epoch [251][840/940] lr: 8.129e-04, eta: 1:04:15, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6742, top5_acc: 0.8562, loss_cls: 1.3660, loss: 1.3660, grad_norm: 4.1631 2020-07-25 20:35:45,019 - mmaction - INFO - Epoch [251][860/940] lr: 8.129e-04, eta: 1:03:59, time: 0.668, data_time: 0.002, memory: 9569, top1_acc: 0.6855, top5_acc: 0.8568, loss_cls: 1.3286, loss: 1.3286, grad_norm: 4.0961 2020-07-25 20:35:57,909 - mmaction - INFO - Epoch [251][880/940] lr: 8.129e-04, eta: 1:03:42, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6687, top5_acc: 0.8479, loss_cls: 1.3841, loss: 1.3841, grad_norm: 4.1961 2020-07-25 20:36:10,865 - mmaction - INFO - Epoch [251][900/940] lr: 8.129e-04, eta: 1:03:26, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6818, top5_acc: 0.8607, loss_cls: 1.3292, loss: 1.3292, grad_norm: 4.0824 2020-07-25 20:36:24,256 - mmaction - INFO - Epoch [251][920/940] lr: 8.129e-04, eta: 1:03:10, time: 0.670, data_time: 0.002, memory: 9569, top1_acc: 0.6758, top5_acc: 0.8537, loss_cls: 1.3725, loss: 1.3725, grad_norm: 4.1577 2020-07-25 20:36:36,613 - mmaction - INFO - Epoch [251][940/940] lr: 8.129e-04, eta: 1:02:54, time: 0.618, data_time: 0.010, memory: 9569, top1_acc: 0.6735, top5_acc: 0.8454, loss_cls: 1.3701, loss: 1.3701, grad_norm: 4.1787 2020-07-25 20:39:14,129 - mmaction - INFO - Epoch [252][20/940] lr: 5.646e-04, eta: 1:02:42, time: 7.649, data_time: 6.934, memory: 9569, top1_acc: 0.6748, top5_acc: 0.8494, loss_cls: 1.3665, loss: 1.3665, grad_norm: 4.1902 2020-07-25 20:39:27,163 - mmaction - INFO - Epoch [252][40/940] lr: 5.646e-04, eta: 1:02:26, time: 0.653, data_time: 0.014, memory: 9569, top1_acc: 0.6797, top5_acc: 0.8561, loss_cls: 1.3441, loss: 1.3441, grad_norm: 4.0551 2020-07-25 20:39:40,036 - mmaction - INFO - Epoch [252][60/940] lr: 5.646e-04, eta: 1:02:10, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6836, top5_acc: 0.8521, loss_cls: 1.3386, loss: 1.3386, grad_norm: 4.0735 2020-07-25 20:39:52,891 - mmaction - INFO - Epoch [252][80/940] lr: 5.646e-04, eta: 1:01:54, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.6615, top5_acc: 0.8465, loss_cls: 1.4081, loss: 1.4081, grad_norm: 4.1664 2020-07-25 20:40:05,936 - mmaction - INFO - Epoch [252][100/940] lr: 5.646e-04, eta: 1:01:37, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.6801, top5_acc: 0.8588, loss_cls: 1.3356, loss: 1.3356, grad_norm: 4.1250 2020-07-25 20:40:18,755 - mmaction - INFO - Epoch [252][120/940] lr: 5.646e-04, eta: 1:01:21, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.6770, top5_acc: 0.8578, loss_cls: 1.3196, loss: 1.3196, grad_norm: 4.0824 2020-07-25 20:40:31,630 - mmaction - INFO - Epoch [252][140/940] lr: 5.646e-04, eta: 1:01:05, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6596, top5_acc: 0.8439, loss_cls: 1.4152, loss: 1.4152, grad_norm: 4.2241 2020-07-25 20:40:44,518 - mmaction - INFO - Epoch [252][160/940] lr: 5.646e-04, eta: 1:00:49, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6885, top5_acc: 0.8619, loss_cls: 1.3034, loss: 1.3034, grad_norm: 4.0720 2020-07-25 20:40:57,691 - mmaction - INFO - Epoch [252][180/940] lr: 5.646e-04, eta: 1:00:33, time: 0.657, data_time: 0.009, memory: 9569, top1_acc: 0.6801, top5_acc: 0.8635, loss_cls: 1.3250, loss: 1.3250, grad_norm: 4.0896 2020-07-25 20:41:10,966 - mmaction - INFO - Epoch [252][200/940] lr: 5.646e-04, eta: 1:00:17, time: 0.665, data_time: 0.002, memory: 9569, top1_acc: 0.6791, top5_acc: 0.8535, loss_cls: 1.3707, loss: 1.3707, grad_norm: 4.1549 2020-07-25 20:41:23,941 - mmaction - INFO - Epoch [252][220/940] lr: 5.646e-04, eta: 1:00:00, time: 0.648, data_time: 0.003, memory: 9569, top1_acc: 0.6723, top5_acc: 0.8422, loss_cls: 1.4021, loss: 1.4021, grad_norm: 4.1683 2020-07-25 20:41:37,527 - mmaction - INFO - Epoch [252][240/940] lr: 5.646e-04, eta: 0:59:44, time: 0.680, data_time: 0.001, memory: 9569, top1_acc: 0.6877, top5_acc: 0.8639, loss_cls: 1.3229, loss: 1.3229, grad_norm: 4.0934 2020-07-25 20:41:50,576 - mmaction - INFO - Epoch [252][260/940] lr: 5.646e-04, eta: 0:59:28, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.6758, top5_acc: 0.8525, loss_cls: 1.3671, loss: 1.3671, grad_norm: 4.1762 2020-07-25 20:42:04,005 - mmaction - INFO - Epoch [252][280/940] lr: 5.646e-04, eta: 0:59:12, time: 0.671, data_time: 0.002, memory: 9569, top1_acc: 0.6793, top5_acc: 0.8518, loss_cls: 1.3768, loss: 1.3768, grad_norm: 4.2053 2020-07-25 20:42:16,969 - mmaction - INFO - Epoch [252][300/940] lr: 5.646e-04, eta: 0:58:56, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6687, top5_acc: 0.8568, loss_cls: 1.3717, loss: 1.3717, grad_norm: 4.1684 2020-07-25 20:42:30,087 - mmaction - INFO - Epoch [252][320/940] lr: 5.646e-04, eta: 0:58:40, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.6820, top5_acc: 0.8555, loss_cls: 1.3375, loss: 1.3375, grad_norm: 4.1130 2020-07-25 20:42:43,679 - mmaction - INFO - Epoch [252][340/940] lr: 5.646e-04, eta: 0:58:23, time: 0.680, data_time: 0.002, memory: 9569, top1_acc: 0.6699, top5_acc: 0.8498, loss_cls: 1.3823, loss: 1.3823, grad_norm: 4.1601 2020-07-25 20:42:56,693 - mmaction - INFO - Epoch [252][360/940] lr: 5.646e-04, eta: 0:58:07, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.6613, top5_acc: 0.8486, loss_cls: 1.3973, loss: 1.3973, grad_norm: 4.2284 2020-07-25 20:43:09,568 - mmaction - INFO - Epoch [252][380/940] lr: 5.646e-04, eta: 0:57:51, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6834, top5_acc: 0.8551, loss_cls: 1.3200, loss: 1.3200, grad_norm: 4.0911 2020-07-25 20:43:22,604 - mmaction - INFO - Epoch [252][400/940] lr: 5.646e-04, eta: 0:57:35, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.6711, top5_acc: 0.8549, loss_cls: 1.3531, loss: 1.3531, grad_norm: 4.2504 2020-07-25 20:43:35,528 - mmaction - INFO - Epoch [252][420/940] lr: 5.646e-04, eta: 0:57:19, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6730, top5_acc: 0.8492, loss_cls: 1.3956, loss: 1.3956, grad_norm: 4.2391 2020-07-25 20:43:48,467 - mmaction - INFO - Epoch [252][440/940] lr: 5.646e-04, eta: 0:57:03, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6729, top5_acc: 0.8480, loss_cls: 1.3790, loss: 1.3790, grad_norm: 4.1561 2020-07-25 20:44:01,314 - mmaction - INFO - Epoch [252][460/940] lr: 5.646e-04, eta: 0:56:46, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.6744, top5_acc: 0.8553, loss_cls: 1.3560, loss: 1.3560, grad_norm: 4.1551 2020-07-25 20:44:14,263 - mmaction - INFO - Epoch [252][480/940] lr: 5.646e-04, eta: 0:56:30, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6832, top5_acc: 0.8566, loss_cls: 1.3519, loss: 1.3519, grad_norm: 4.1957 2020-07-25 20:44:27,307 - mmaction - INFO - Epoch [252][500/940] lr: 5.646e-04, eta: 0:56:14, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.6799, top5_acc: 0.8516, loss_cls: 1.3417, loss: 1.3417, grad_norm: 4.1490 2020-07-25 20:44:40,264 - mmaction - INFO - Epoch [252][520/940] lr: 5.646e-04, eta: 0:55:58, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.6709, top5_acc: 0.8551, loss_cls: 1.3548, loss: 1.3548, grad_norm: 4.1424 2020-07-25 20:44:53,647 - mmaction - INFO - Epoch [252][540/940] lr: 5.646e-04, eta: 0:55:42, time: 0.668, data_time: 0.001, memory: 9569, top1_acc: 0.6795, top5_acc: 0.8568, loss_cls: 1.3567, loss: 1.3567, grad_norm: 4.2160 2020-07-25 20:45:06,540 - mmaction - INFO - Epoch [252][560/940] lr: 5.646e-04, eta: 0:55:26, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6682, top5_acc: 0.8453, loss_cls: 1.4045, loss: 1.4045, grad_norm: 4.1987 2020-07-25 20:45:19,426 - mmaction - INFO - Epoch [252][580/940] lr: 5.646e-04, eta: 0:55:10, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6771, top5_acc: 0.8537, loss_cls: 1.3737, loss: 1.3737, grad_norm: 4.2143 2020-07-25 20:45:32,342 - mmaction - INFO - Epoch [252][600/940] lr: 5.646e-04, eta: 0:54:53, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6734, top5_acc: 0.8529, loss_cls: 1.3614, loss: 1.3614, grad_norm: 4.1212 2020-07-25 20:45:45,395 - mmaction - INFO - Epoch [252][620/940] lr: 5.646e-04, eta: 0:54:37, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.3494, loss: 1.3494, grad_norm: 4.1420 2020-07-25 20:45:58,306 - mmaction - INFO - Epoch [252][640/940] lr: 5.646e-04, eta: 0:54:21, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6879, top5_acc: 0.8545, loss_cls: 1.3148, loss: 1.3148, grad_norm: 4.1262 2020-07-25 20:46:11,374 - mmaction - INFO - Epoch [252][660/940] lr: 5.646e-04, eta: 0:54:05, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.6766, top5_acc: 0.8600, loss_cls: 1.3345, loss: 1.3345, grad_norm: 4.1756 2020-07-25 20:46:24,257 - mmaction - INFO - Epoch [252][680/940] lr: 5.646e-04, eta: 0:53:49, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6641, top5_acc: 0.8475, loss_cls: 1.3855, loss: 1.3855, grad_norm: 4.2179 2020-07-25 20:46:37,159 - mmaction - INFO - Epoch [252][700/940] lr: 5.646e-04, eta: 0:53:33, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6766, top5_acc: 0.8637, loss_cls: 1.3264, loss: 1.3264, grad_norm: 4.1433 2020-07-25 20:46:50,054 - mmaction - INFO - Epoch [252][720/940] lr: 5.646e-04, eta: 0:53:17, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6643, top5_acc: 0.8467, loss_cls: 1.3823, loss: 1.3823, grad_norm: 4.2116 2020-07-25 20:47:03,008 - mmaction - INFO - Epoch [252][740/940] lr: 5.646e-04, eta: 0:53:00, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6846, top5_acc: 0.8584, loss_cls: 1.3170, loss: 1.3170, grad_norm: 4.1053 2020-07-25 20:47:16,030 - mmaction - INFO - Epoch [252][760/940] lr: 5.646e-04, eta: 0:52:44, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.6684, top5_acc: 0.8486, loss_cls: 1.4082, loss: 1.4082, grad_norm: 4.2461 2020-07-25 20:47:28,990 - mmaction - INFO - Epoch [252][780/940] lr: 5.646e-04, eta: 0:52:28, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6746, top5_acc: 0.8451, loss_cls: 1.3815, loss: 1.3815, grad_norm: 4.2290 2020-07-25 20:47:41,846 - mmaction - INFO - Epoch [252][800/940] lr: 5.646e-04, eta: 0:52:12, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6713, top5_acc: 0.8518, loss_cls: 1.3665, loss: 1.3665, grad_norm: 4.1750 2020-07-25 20:47:54,702 - mmaction - INFO - Epoch [252][820/940] lr: 5.646e-04, eta: 0:51:56, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.6773, top5_acc: 0.8600, loss_cls: 1.3468, loss: 1.3468, grad_norm: 4.1829 2020-07-25 20:48:07,604 - mmaction - INFO - Epoch [252][840/940] lr: 5.646e-04, eta: 0:51:40, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6742, top5_acc: 0.8564, loss_cls: 1.3559, loss: 1.3559, grad_norm: 4.1223 2020-07-25 20:48:20,541 - mmaction - INFO - Epoch [252][860/940] lr: 5.646e-04, eta: 0:51:23, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6750, top5_acc: 0.8484, loss_cls: 1.3632, loss: 1.3632, grad_norm: 4.2127 2020-07-25 20:48:33,552 - mmaction - INFO - Epoch [252][880/940] lr: 5.646e-04, eta: 0:51:07, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.6695, top5_acc: 0.8572, loss_cls: 1.3517, loss: 1.3517, grad_norm: 4.0697 2020-07-25 20:48:46,689 - mmaction - INFO - Epoch [252][900/940] lr: 5.646e-04, eta: 0:50:51, time: 0.658, data_time: 0.011, memory: 9569, top1_acc: 0.6770, top5_acc: 0.8537, loss_cls: 1.3481, loss: 1.3481, grad_norm: 4.1590 2020-07-25 20:49:00,467 - mmaction - INFO - Epoch [252][920/940] lr: 5.646e-04, eta: 0:50:35, time: 0.689, data_time: 0.002, memory: 9569, top1_acc: 0.6881, top5_acc: 0.8594, loss_cls: 1.3197, loss: 1.3197, grad_norm: 4.1173 2020-07-25 20:49:12,646 - mmaction - INFO - Epoch [252][940/940] lr: 5.646e-04, eta: 0:50:19, time: 0.609, data_time: 0.001, memory: 9569, top1_acc: 0.6723, top5_acc: 0.8537, loss_cls: 1.3637, loss: 1.3637, grad_norm: 4.2197 2020-07-25 20:49:16,929 - mmaction - INFO - Saving checkpoint at 252 epochs 2020-07-25 20:52:47,932 - mmaction - INFO - Epoch [253][20/940] lr: 3.614e-04, eta: 0:50:08, time: 10.502, data_time: 9.800, memory: 9569, top1_acc: 0.6787, top5_acc: 0.8529, loss_cls: 1.3256, loss: 1.3256, grad_norm: 4.0949 2020-07-25 20:53:01,164 - mmaction - INFO - Epoch [253][40/940] lr: 3.614e-04, eta: 0:49:52, time: 0.662, data_time: 0.002, memory: 9569, top1_acc: 0.6660, top5_acc: 0.8510, loss_cls: 1.3894, loss: 1.3894, grad_norm: 4.2586 2020-07-25 20:53:14,233 - mmaction - INFO - Epoch [253][60/940] lr: 3.614e-04, eta: 0:49:35, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.6676, top5_acc: 0.8467, loss_cls: 1.3635, loss: 1.3635, grad_norm: 4.1926 2020-07-25 20:53:27,049 - mmaction - INFO - Epoch [253][80/940] lr: 3.614e-04, eta: 0:49:19, time: 0.640, data_time: 0.001, memory: 9569, top1_acc: 0.6793, top5_acc: 0.8576, loss_cls: 1.3220, loss: 1.3220, grad_norm: 4.1658 2020-07-25 20:53:39,940 - mmaction - INFO - Epoch [253][100/940] lr: 3.614e-04, eta: 0:49:03, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6773, top5_acc: 0.8564, loss_cls: 1.3521, loss: 1.3521, grad_norm: 4.2822 2020-07-25 20:53:52,830 - mmaction - INFO - Epoch [253][120/940] lr: 3.614e-04, eta: 0:48:47, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6568, top5_acc: 0.8461, loss_cls: 1.4195, loss: 1.4195, grad_norm: 4.3160 2020-07-25 20:54:05,709 - mmaction - INFO - Epoch [253][140/940] lr: 3.614e-04, eta: 0:48:31, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6744, top5_acc: 0.8480, loss_cls: 1.3809, loss: 1.3809, grad_norm: 4.1951 2020-07-25 20:54:18,679 - mmaction - INFO - Epoch [253][160/940] lr: 3.614e-04, eta: 0:48:15, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6807, top5_acc: 0.8529, loss_cls: 1.3549, loss: 1.3549, grad_norm: 4.1477 2020-07-25 20:54:31,566 - mmaction - INFO - Epoch [253][180/940] lr: 3.614e-04, eta: 0:47:58, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6807, top5_acc: 0.8572, loss_cls: 1.3272, loss: 1.3272, grad_norm: 4.1364 2020-07-25 20:54:44,495 - mmaction - INFO - Epoch [253][200/940] lr: 3.614e-04, eta: 0:47:42, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3411, loss: 1.3411, grad_norm: 4.0967 2020-07-25 20:54:57,511 - mmaction - INFO - Epoch [253][220/940] lr: 3.614e-04, eta: 0:47:26, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.6709, top5_acc: 0.8502, loss_cls: 1.3859, loss: 1.3859, grad_norm: 4.2141 2020-07-25 20:55:10,386 - mmaction - INFO - Epoch [253][240/940] lr: 3.614e-04, eta: 0:47:10, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6709, top5_acc: 0.8477, loss_cls: 1.3585, loss: 1.3585, grad_norm: 4.1296 2020-07-25 20:55:23,298 - mmaction - INFO - Epoch [253][260/940] lr: 3.614e-04, eta: 0:46:54, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6721, top5_acc: 0.8504, loss_cls: 1.3545, loss: 1.3545, grad_norm: 4.1661 2020-07-25 20:55:36,258 - mmaction - INFO - Epoch [253][280/940] lr: 3.614e-04, eta: 0:46:38, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6873, top5_acc: 0.8574, loss_cls: 1.3206, loss: 1.3206, grad_norm: 4.1390 2020-07-25 20:55:49,192 - mmaction - INFO - Epoch [253][300/940] lr: 3.614e-04, eta: 0:46:21, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6838, top5_acc: 0.8568, loss_cls: 1.3285, loss: 1.3285, grad_norm: 4.0833 2020-07-25 20:56:02,128 - mmaction - INFO - Epoch [253][320/940] lr: 3.614e-04, eta: 0:46:05, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6873, top5_acc: 0.8615, loss_cls: 1.3041, loss: 1.3041, grad_norm: 4.0893 2020-07-25 20:56:15,015 - mmaction - INFO - Epoch [253][340/940] lr: 3.614e-04, eta: 0:45:49, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6697, top5_acc: 0.8512, loss_cls: 1.3678, loss: 1.3678, grad_norm: 4.2222 2020-07-25 20:56:27,897 - mmaction - INFO - Epoch [253][360/940] lr: 3.614e-04, eta: 0:45:33, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6861, top5_acc: 0.8557, loss_cls: 1.3215, loss: 1.3215, grad_norm: 4.1652 2020-07-25 20:56:40,964 - mmaction - INFO - Epoch [253][380/940] lr: 3.614e-04, eta: 0:45:17, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.6799, top5_acc: 0.8588, loss_cls: 1.3388, loss: 1.3388, grad_norm: 4.1362 2020-07-25 20:56:53,988 - mmaction - INFO - Epoch [253][400/940] lr: 3.614e-04, eta: 0:45:01, time: 0.652, data_time: 0.002, memory: 9569, top1_acc: 0.6768, top5_acc: 0.8553, loss_cls: 1.3562, loss: 1.3562, grad_norm: 4.1788 2020-07-25 20:57:06,936 - mmaction - INFO - Epoch [253][420/940] lr: 3.614e-04, eta: 0:44:45, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6764, top5_acc: 0.8527, loss_cls: 1.3432, loss: 1.3432, grad_norm: 4.1145 2020-07-25 20:57:20,459 - mmaction - INFO - Epoch [253][440/940] lr: 3.614e-04, eta: 0:44:28, time: 0.675, data_time: 0.002, memory: 9569, top1_acc: 0.6832, top5_acc: 0.8545, loss_cls: 1.3387, loss: 1.3387, grad_norm: 4.1378 2020-07-25 20:57:33,331 - mmaction - INFO - Epoch [253][460/940] lr: 3.614e-04, eta: 0:44:12, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.6732, top5_acc: 0.8453, loss_cls: 1.3965, loss: 1.3965, grad_norm: 4.1863 2020-07-25 20:57:46,361 - mmaction - INFO - Epoch [253][480/940] lr: 3.614e-04, eta: 0:43:56, time: 0.652, data_time: 0.001, memory: 9569, top1_acc: 0.6670, top5_acc: 0.8523, loss_cls: 1.3883, loss: 1.3883, grad_norm: 4.1802 2020-07-25 20:57:59,254 - mmaction - INFO - Epoch [253][500/940] lr: 3.614e-04, eta: 0:43:40, time: 0.644, data_time: 0.000, memory: 9569, top1_acc: 0.6809, top5_acc: 0.8598, loss_cls: 1.3085, loss: 1.3085, grad_norm: 4.0925 2020-07-25 20:58:12,151 - mmaction - INFO - Epoch [253][520/940] lr: 3.614e-04, eta: 0:43:24, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6816, top5_acc: 0.8561, loss_cls: 1.3254, loss: 1.3254, grad_norm: 4.1879 2020-07-25 20:58:25,105 - mmaction - INFO - Epoch [253][540/940] lr: 3.614e-04, eta: 0:43:08, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6729, top5_acc: 0.8447, loss_cls: 1.3842, loss: 1.3842, grad_norm: 4.2458 2020-07-25 20:58:38,035 - mmaction - INFO - Epoch [253][560/940] lr: 3.614e-04, eta: 0:42:52, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6689, top5_acc: 0.8514, loss_cls: 1.3760, loss: 1.3760, grad_norm: 4.2344 2020-07-25 20:58:50,926 - mmaction - INFO - Epoch [253][580/940] lr: 3.614e-04, eta: 0:42:35, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6602, top5_acc: 0.8531, loss_cls: 1.3939, loss: 1.3939, grad_norm: 4.2267 2020-07-25 20:59:03,848 - mmaction - INFO - Epoch [253][600/940] lr: 3.614e-04, eta: 0:42:19, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6701, top5_acc: 0.8479, loss_cls: 1.3693, loss: 1.3693, grad_norm: 4.1327 2020-07-25 20:59:16,790 - mmaction - INFO - Epoch [253][620/940] lr: 3.614e-04, eta: 0:42:03, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6748, top5_acc: 0.8541, loss_cls: 1.3655, loss: 1.3655, grad_norm: 4.2222 2020-07-25 20:59:29,714 - mmaction - INFO - Epoch [253][640/940] lr: 3.614e-04, eta: 0:41:47, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6744, top5_acc: 0.8482, loss_cls: 1.3838, loss: 1.3838, grad_norm: 4.2254 2020-07-25 20:59:42,614 - mmaction - INFO - Epoch [253][660/940] lr: 3.614e-04, eta: 0:41:31, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6713, top5_acc: 0.8484, loss_cls: 1.4083, loss: 1.4083, grad_norm: 4.2252 2020-07-25 20:59:55,566 - mmaction - INFO - Epoch [253][680/940] lr: 3.614e-04, eta: 0:41:15, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6838, top5_acc: 0.8518, loss_cls: 1.3425, loss: 1.3425, grad_norm: 4.1556 2020-07-25 21:00:12,942 - mmaction - INFO - Epoch [253][700/940] lr: 3.614e-04, eta: 0:40:59, time: 0.868, data_time: 0.003, memory: 9569, top1_acc: 0.6705, top5_acc: 0.8553, loss_cls: 1.3437, loss: 1.3437, grad_norm: 4.1747 2020-07-25 21:00:25,908 - mmaction - INFO - Epoch [253][720/940] lr: 3.614e-04, eta: 0:40:43, time: 0.650, data_time: 0.008, memory: 9569, top1_acc: 0.6811, top5_acc: 0.8555, loss_cls: 1.3494, loss: 1.3494, grad_norm: 4.1385 2020-07-25 21:00:39,023 - mmaction - INFO - Epoch [253][740/940] lr: 3.614e-04, eta: 0:40:26, time: 0.655, data_time: 0.002, memory: 9569, top1_acc: 0.6715, top5_acc: 0.8496, loss_cls: 1.3660, loss: 1.3660, grad_norm: 4.2950 2020-07-25 21:00:51,955 - mmaction - INFO - Epoch [253][760/940] lr: 3.614e-04, eta: 0:40:10, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6803, top5_acc: 0.8621, loss_cls: 1.3167, loss: 1.3167, grad_norm: 4.1965 2020-07-25 21:01:04,855 - mmaction - INFO - Epoch [253][780/940] lr: 3.614e-04, eta: 0:39:54, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6756, top5_acc: 0.8510, loss_cls: 1.3680, loss: 1.3680, grad_norm: 4.2121 2020-07-25 21:01:17,775 - mmaction - INFO - Epoch [253][800/940] lr: 3.614e-04, eta: 0:39:38, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6771, top5_acc: 0.8566, loss_cls: 1.3382, loss: 1.3382, grad_norm: 4.1109 2020-07-25 21:01:30,716 - mmaction - INFO - Epoch [253][820/940] lr: 3.614e-04, eta: 0:39:22, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6686, top5_acc: 0.8541, loss_cls: 1.3620, loss: 1.3620, grad_norm: 4.2545 2020-07-25 21:01:43,638 - mmaction - INFO - Epoch [253][840/940] lr: 3.614e-04, eta: 0:39:06, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6750, top5_acc: 0.8576, loss_cls: 1.3608, loss: 1.3608, grad_norm: 4.1687 2020-07-25 21:01:56,585 - mmaction - INFO - Epoch [253][860/940] lr: 3.614e-04, eta: 0:38:50, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6654, top5_acc: 0.8445, loss_cls: 1.4002, loss: 1.4002, grad_norm: 4.2056 2020-07-25 21:02:09,540 - mmaction - INFO - Epoch [253][880/940] lr: 3.614e-04, eta: 0:38:33, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6813, top5_acc: 0.8533, loss_cls: 1.3615, loss: 1.3615, grad_norm: 4.2028 2020-07-25 21:02:22,851 - mmaction - INFO - Epoch [253][900/940] lr: 3.614e-04, eta: 0:38:17, time: 0.666, data_time: 0.002, memory: 9569, top1_acc: 0.6781, top5_acc: 0.8580, loss_cls: 1.3332, loss: 1.3332, grad_norm: 4.1458 2020-07-25 21:02:35,879 - mmaction - INFO - Epoch [253][920/940] lr: 3.614e-04, eta: 0:38:01, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.6770, top5_acc: 0.8541, loss_cls: 1.3546, loss: 1.3546, grad_norm: 4.1678 2020-07-25 21:02:48,085 - mmaction - INFO - Epoch [253][940/940] lr: 3.614e-04, eta: 0:37:45, time: 0.611, data_time: 0.002, memory: 9569, top1_acc: 0.6887, top5_acc: 0.8551, loss_cls: 1.3365, loss: 1.3365, grad_norm: 4.1931 2020-07-25 21:05:26,689 - mmaction - INFO - Epoch [254][20/940] lr: 2.033e-04, eta: 0:37:31, time: 7.263, data_time: 6.556, memory: 9569, top1_acc: 0.6697, top5_acc: 0.8527, loss_cls: 1.3781, loss: 1.3781, grad_norm: 4.2196 2020-07-25 21:05:39,951 - mmaction - INFO - Epoch [254][40/940] lr: 2.033e-04, eta: 0:37:15, time: 0.664, data_time: 0.002, memory: 9569, top1_acc: 0.6748, top5_acc: 0.8625, loss_cls: 1.3203, loss: 1.3203, grad_norm: 4.1806 2020-07-25 21:05:53,185 - mmaction - INFO - Epoch [254][60/940] lr: 2.033e-04, eta: 0:36:59, time: 0.661, data_time: 0.001, memory: 9569, top1_acc: 0.6719, top5_acc: 0.8557, loss_cls: 1.3592, loss: 1.3592, grad_norm: 4.1763 2020-07-25 21:06:06,131 - mmaction - INFO - Epoch [254][80/940] lr: 2.033e-04, eta: 0:36:43, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6775, top5_acc: 0.8535, loss_cls: 1.3469, loss: 1.3469, grad_norm: 4.1073 2020-07-25 21:06:18,980 - mmaction - INFO - Epoch [254][100/940] lr: 2.033e-04, eta: 0:36:27, time: 0.641, data_time: 0.001, memory: 9569, top1_acc: 0.6684, top5_acc: 0.8422, loss_cls: 1.4120, loss: 1.4120, grad_norm: 4.2579 2020-07-25 21:06:31,930 - mmaction - INFO - Epoch [254][120/940] lr: 2.033e-04, eta: 0:36:11, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6734, top5_acc: 0.8494, loss_cls: 1.3673, loss: 1.3673, grad_norm: 4.1848 2020-07-25 21:06:44,847 - mmaction - INFO - Epoch [254][140/940] lr: 2.033e-04, eta: 0:35:55, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6670, top5_acc: 0.8465, loss_cls: 1.3900, loss: 1.3900, grad_norm: 4.2437 2020-07-25 21:06:57,755 - mmaction - INFO - Epoch [254][160/940] lr: 2.033e-04, eta: 0:35:38, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6754, top5_acc: 0.8541, loss_cls: 1.3404, loss: 1.3404, grad_norm: 4.1472 2020-07-25 21:07:10,651 - mmaction - INFO - Epoch [254][180/940] lr: 2.033e-04, eta: 0:35:22, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6867, top5_acc: 0.8584, loss_cls: 1.3313, loss: 1.3313, grad_norm: 4.1276 2020-07-25 21:07:23,550 - mmaction - INFO - Epoch [254][200/940] lr: 2.033e-04, eta: 0:35:06, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6643, top5_acc: 0.8463, loss_cls: 1.3912, loss: 1.3912, grad_norm: 4.3073 2020-07-25 21:07:36,490 - mmaction - INFO - Epoch [254][220/940] lr: 2.033e-04, eta: 0:34:50, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6803, top5_acc: 0.8514, loss_cls: 1.3550, loss: 1.3550, grad_norm: 4.1800 2020-07-25 21:07:49,462 - mmaction - INFO - Epoch [254][240/940] lr: 2.033e-04, eta: 0:34:34, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6727, top5_acc: 0.8541, loss_cls: 1.3514, loss: 1.3514, grad_norm: 4.1536 2020-07-25 21:08:02,399 - mmaction - INFO - Epoch [254][260/940] lr: 2.033e-04, eta: 0:34:18, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6791, top5_acc: 0.8551, loss_cls: 1.3343, loss: 1.3343, grad_norm: 4.0931 2020-07-25 21:08:15,335 - mmaction - INFO - Epoch [254][280/940] lr: 2.033e-04, eta: 0:34:02, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6773, top5_acc: 0.8539, loss_cls: 1.3447, loss: 1.3447, grad_norm: 4.1321 2020-07-25 21:08:29,305 - mmaction - INFO - Epoch [254][300/940] lr: 2.033e-04, eta: 0:33:46, time: 0.698, data_time: 0.010, memory: 9569, top1_acc: 0.6930, top5_acc: 0.8662, loss_cls: 1.2758, loss: 1.2758, grad_norm: 4.0963 2020-07-25 21:08:42,474 - mmaction - INFO - Epoch [254][320/940] lr: 2.033e-04, eta: 0:33:29, time: 0.658, data_time: 0.001, memory: 9569, top1_acc: 0.6816, top5_acc: 0.8588, loss_cls: 1.3132, loss: 1.3132, grad_norm: 4.1513 2020-07-25 21:08:56,161 - mmaction - INFO - Epoch [254][340/940] lr: 2.033e-04, eta: 0:33:13, time: 0.685, data_time: 0.001, memory: 9569, top1_acc: 0.6805, top5_acc: 0.8537, loss_cls: 1.3418, loss: 1.3418, grad_norm: 4.1988 2020-07-25 21:09:09,434 - mmaction - INFO - Epoch [254][360/940] lr: 2.033e-04, eta: 0:32:57, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.6813, top5_acc: 0.8549, loss_cls: 1.3562, loss: 1.3562, grad_norm: 4.1701 2020-07-25 21:09:22,341 - mmaction - INFO - Epoch [254][380/940] lr: 2.033e-04, eta: 0:32:41, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6723, top5_acc: 0.8549, loss_cls: 1.3598, loss: 1.3598, grad_norm: 4.2302 2020-07-25 21:09:35,262 - mmaction - INFO - Epoch [254][400/940] lr: 2.033e-04, eta: 0:32:25, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6742, top5_acc: 0.8510, loss_cls: 1.3810, loss: 1.3810, grad_norm: 4.2512 2020-07-25 21:09:49,376 - mmaction - INFO - Epoch [254][420/940] lr: 2.033e-04, eta: 0:32:09, time: 0.705, data_time: 0.002, memory: 9569, top1_acc: 0.6768, top5_acc: 0.8500, loss_cls: 1.3540, loss: 1.3540, grad_norm: 4.2301 2020-07-25 21:10:02,453 - mmaction - INFO - Epoch [254][440/940] lr: 2.033e-04, eta: 0:31:53, time: 0.654, data_time: 0.003, memory: 9569, top1_acc: 0.6654, top5_acc: 0.8504, loss_cls: 1.3815, loss: 1.3815, grad_norm: 4.2298 2020-07-25 21:10:15,499 - mmaction - INFO - Epoch [254][460/940] lr: 2.033e-04, eta: 0:31:37, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.6887, top5_acc: 0.8668, loss_cls: 1.3024, loss: 1.3024, grad_norm: 4.1759 2020-07-25 21:10:28,930 - mmaction - INFO - Epoch [254][480/940] lr: 2.033e-04, eta: 0:31:20, time: 0.670, data_time: 0.005, memory: 9569, top1_acc: 0.6928, top5_acc: 0.8594, loss_cls: 1.3242, loss: 1.3242, grad_norm: 4.0974 2020-07-25 21:10:41,979 - mmaction - INFO - Epoch [254][500/940] lr: 2.033e-04, eta: 0:31:04, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.6676, top5_acc: 0.8539, loss_cls: 1.3725, loss: 1.3725, grad_norm: 4.2402 2020-07-25 21:10:54,849 - mmaction - INFO - Epoch [254][520/940] lr: 2.033e-04, eta: 0:30:48, time: 0.643, data_time: 0.000, memory: 9569, top1_acc: 0.6842, top5_acc: 0.8559, loss_cls: 1.3244, loss: 1.3244, grad_norm: 4.1263 2020-07-25 21:11:07,770 - mmaction - INFO - Epoch [254][540/940] lr: 2.033e-04, eta: 0:30:32, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6699, top5_acc: 0.8508, loss_cls: 1.3728, loss: 1.3728, grad_norm: 4.2689 2020-07-25 21:11:20,658 - mmaction - INFO - Epoch [254][560/940] lr: 2.033e-04, eta: 0:30:16, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6791, top5_acc: 0.8518, loss_cls: 1.3487, loss: 1.3487, grad_norm: 4.1625 2020-07-25 21:11:33,580 - mmaction - INFO - Epoch [254][580/940] lr: 2.033e-04, eta: 0:30:00, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6918, top5_acc: 0.8580, loss_cls: 1.3123, loss: 1.3123, grad_norm: 4.1090 2020-07-25 21:11:46,711 - mmaction - INFO - Epoch [254][600/940] lr: 2.033e-04, eta: 0:29:44, time: 0.657, data_time: 0.001, memory: 9569, top1_acc: 0.6713, top5_acc: 0.8516, loss_cls: 1.3734, loss: 1.3734, grad_norm: 4.2310 2020-07-25 21:11:59,823 - mmaction - INFO - Epoch [254][620/940] lr: 2.033e-04, eta: 0:29:28, time: 0.656, data_time: 0.001, memory: 9569, top1_acc: 0.6842, top5_acc: 0.8596, loss_cls: 1.3222, loss: 1.3222, grad_norm: 4.1582 2020-07-25 21:12:13,111 - mmaction - INFO - Epoch [254][640/940] lr: 2.033e-04, eta: 0:29:11, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.6811, top5_acc: 0.8557, loss_cls: 1.3476, loss: 1.3476, grad_norm: 4.1525 2020-07-25 21:12:26,092 - mmaction - INFO - Epoch [254][660/940] lr: 2.033e-04, eta: 0:28:55, time: 0.650, data_time: 0.002, memory: 9569, top1_acc: 0.6807, top5_acc: 0.8551, loss_cls: 1.3346, loss: 1.3346, grad_norm: 4.1903 2020-07-25 21:12:38,995 - mmaction - INFO - Epoch [254][680/940] lr: 2.033e-04, eta: 0:28:39, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6783, top5_acc: 0.8541, loss_cls: 1.3644, loss: 1.3644, grad_norm: 4.2249 2020-07-25 21:12:51,879 - mmaction - INFO - Epoch [254][700/940] lr: 2.033e-04, eta: 0:28:23, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6773, top5_acc: 0.8488, loss_cls: 1.3533, loss: 1.3533, grad_norm: 4.2008 2020-07-25 21:13:04,812 - mmaction - INFO - Epoch [254][720/940] lr: 2.033e-04, eta: 0:28:07, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6869, top5_acc: 0.8666, loss_cls: 1.3063, loss: 1.3063, grad_norm: 4.1309 2020-07-25 21:13:17,736 - mmaction - INFO - Epoch [254][740/940] lr: 2.033e-04, eta: 0:27:51, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6855, top5_acc: 0.8615, loss_cls: 1.3305, loss: 1.3305, grad_norm: 4.1468 2020-07-25 21:13:30,634 - mmaction - INFO - Epoch [254][760/940] lr: 2.033e-04, eta: 0:27:35, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6627, top5_acc: 0.8484, loss_cls: 1.4087, loss: 1.4087, grad_norm: 4.2950 2020-07-25 21:13:43,584 - mmaction - INFO - Epoch [254][780/940] lr: 2.033e-04, eta: 0:27:19, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6756, top5_acc: 0.8492, loss_cls: 1.3797, loss: 1.3797, grad_norm: 4.2254 2020-07-25 21:13:56,528 - mmaction - INFO - Epoch [254][800/940] lr: 2.033e-04, eta: 0:27:03, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6721, top5_acc: 0.8559, loss_cls: 1.3723, loss: 1.3723, grad_norm: 4.2798 2020-07-25 21:14:09,432 - mmaction - INFO - Epoch [254][820/940] lr: 2.033e-04, eta: 0:26:46, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6887, top5_acc: 0.8619, loss_cls: 1.3159, loss: 1.3159, grad_norm: 4.1544 2020-07-25 21:14:22,361 - mmaction - INFO - Epoch [254][840/940] lr: 2.033e-04, eta: 0:26:30, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6830, top5_acc: 0.8613, loss_cls: 1.3246, loss: 1.3246, grad_norm: 4.1386 2020-07-25 21:14:35,245 - mmaction - INFO - Epoch [254][860/940] lr: 2.033e-04, eta: 0:26:14, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6805, top5_acc: 0.8668, loss_cls: 1.3072, loss: 1.3072, grad_norm: 4.1878 2020-07-25 21:14:48,350 - mmaction - INFO - Epoch [254][880/940] lr: 2.033e-04, eta: 0:25:58, time: 0.656, data_time: 0.002, memory: 9569, top1_acc: 0.6715, top5_acc: 0.8568, loss_cls: 1.3467, loss: 1.3467, grad_norm: 4.1629 2020-07-25 21:15:01,317 - mmaction - INFO - Epoch [254][900/940] lr: 2.033e-04, eta: 0:25:42, time: 0.649, data_time: 0.001, memory: 9569, top1_acc: 0.6818, top5_acc: 0.8609, loss_cls: 1.3265, loss: 1.3265, grad_norm: 4.1764 2020-07-25 21:15:14,236 - mmaction - INFO - Epoch [254][920/940] lr: 2.033e-04, eta: 0:25:26, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6807, top5_acc: 0.8486, loss_cls: 1.3614, loss: 1.3614, grad_norm: 4.1874 2020-07-25 21:15:26,489 - mmaction - INFO - Epoch [254][940/940] lr: 2.033e-04, eta: 0:25:10, time: 0.613, data_time: 0.001, memory: 9569, top1_acc: 0.6684, top5_acc: 0.8537, loss_cls: 1.3634, loss: 1.3634, grad_norm: 4.2479 2020-07-25 21:18:08,134 - mmaction - INFO - Epoch [255][20/940] lr: 9.035e-05, eta: 0:24:55, time: 7.888, data_time: 7.177, memory: 9569, top1_acc: 0.6941, top5_acc: 0.8576, loss_cls: 1.3001, loss: 1.3001, grad_norm: 4.0298 2020-07-25 21:18:20,922 - mmaction - INFO - Epoch [255][40/940] lr: 9.035e-05, eta: 0:24:39, time: 0.640, data_time: 0.001, memory: 9569, top1_acc: 0.6916, top5_acc: 0.8621, loss_cls: 1.3003, loss: 1.3003, grad_norm: 4.1374 2020-07-25 21:18:33,852 - mmaction - INFO - Epoch [255][60/940] lr: 9.035e-05, eta: 0:24:23, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6682, top5_acc: 0.8523, loss_cls: 1.3782, loss: 1.3782, grad_norm: 4.2859 2020-07-25 21:18:47,154 - mmaction - INFO - Epoch [255][80/940] lr: 9.035e-05, eta: 0:24:07, time: 0.666, data_time: 0.003, memory: 9569, top1_acc: 0.6787, top5_acc: 0.8578, loss_cls: 1.3332, loss: 1.3332, grad_norm: 4.1637 2020-07-25 21:19:00,115 - mmaction - INFO - Epoch [255][100/940] lr: 9.035e-05, eta: 0:23:51, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6709, top5_acc: 0.8488, loss_cls: 1.3699, loss: 1.3699, grad_norm: 4.1996 2020-07-25 21:19:13,020 - mmaction - INFO - Epoch [255][120/940] lr: 9.035e-05, eta: 0:23:35, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6621, top5_acc: 0.8500, loss_cls: 1.3889, loss: 1.3889, grad_norm: 4.2938 2020-07-25 21:19:26,227 - mmaction - INFO - Epoch [255][140/940] lr: 9.035e-05, eta: 0:23:19, time: 0.660, data_time: 0.002, memory: 9569, top1_acc: 0.6709, top5_acc: 0.8537, loss_cls: 1.3734, loss: 1.3734, grad_norm: 4.2185 2020-07-25 21:19:39,137 - mmaction - INFO - Epoch [255][160/940] lr: 9.035e-05, eta: 0:23:03, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6715, top5_acc: 0.8541, loss_cls: 1.3663, loss: 1.3663, grad_norm: 4.2301 2020-07-25 21:19:52,086 - mmaction - INFO - Epoch [255][180/940] lr: 9.035e-05, eta: 0:22:46, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6881, top5_acc: 0.8611, loss_cls: 1.2998, loss: 1.2998, grad_norm: 4.1137 2020-07-25 21:20:04,940 - mmaction - INFO - Epoch [255][200/940] lr: 9.035e-05, eta: 0:22:30, time: 0.642, data_time: 0.001, memory: 9569, top1_acc: 0.6691, top5_acc: 0.8580, loss_cls: 1.3668, loss: 1.3668, grad_norm: 4.2247 2020-07-25 21:20:18,018 - mmaction - INFO - Epoch [255][220/940] lr: 9.035e-05, eta: 0:22:14, time: 0.654, data_time: 0.002, memory: 9569, top1_acc: 0.6793, top5_acc: 0.8570, loss_cls: 1.3403, loss: 1.3403, grad_norm: 4.1978 2020-07-25 21:20:30,913 - mmaction - INFO - Epoch [255][240/940] lr: 9.035e-05, eta: 0:21:58, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.6863, top5_acc: 0.8535, loss_cls: 1.3367, loss: 1.3367, grad_norm: 4.0840 2020-07-25 21:20:43,956 - mmaction - INFO - Epoch [255][260/940] lr: 9.035e-05, eta: 0:21:42, time: 0.652, data_time: 0.003, memory: 9569, top1_acc: 0.6850, top5_acc: 0.8533, loss_cls: 1.3313, loss: 1.3313, grad_norm: 4.1747 2020-07-25 21:20:56,836 - mmaction - INFO - Epoch [255][280/940] lr: 9.035e-05, eta: 0:21:26, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.6828, top5_acc: 0.8615, loss_cls: 1.3272, loss: 1.3272, grad_norm: 4.2266 2020-07-25 21:21:09,790 - mmaction - INFO - Epoch [255][300/940] lr: 9.035e-05, eta: 0:21:10, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6678, top5_acc: 0.8527, loss_cls: 1.3695, loss: 1.3695, grad_norm: 4.2113 2020-07-25 21:21:22,690 - mmaction - INFO - Epoch [255][320/940] lr: 9.035e-05, eta: 0:20:54, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6744, top5_acc: 0.8529, loss_cls: 1.3592, loss: 1.3592, grad_norm: 4.2095 2020-07-25 21:21:35,588 - mmaction - INFO - Epoch [255][340/940] lr: 9.035e-05, eta: 0:20:38, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6738, top5_acc: 0.8557, loss_cls: 1.3532, loss: 1.3532, grad_norm: 4.2152 2020-07-25 21:21:48,509 - mmaction - INFO - Epoch [255][360/940] lr: 9.035e-05, eta: 0:20:21, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6803, top5_acc: 0.8609, loss_cls: 1.3212, loss: 1.3212, grad_norm: 4.1521 2020-07-25 21:22:01,487 - mmaction - INFO - Epoch [255][380/940] lr: 9.035e-05, eta: 0:20:05, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6826, top5_acc: 0.8545, loss_cls: 1.3345, loss: 1.3345, grad_norm: 4.1949 2020-07-25 21:22:14,406 - mmaction - INFO - Epoch [255][400/940] lr: 9.035e-05, eta: 0:19:49, time: 0.647, data_time: 0.003, memory: 9569, top1_acc: 0.6877, top5_acc: 0.8590, loss_cls: 1.3127, loss: 1.3127, grad_norm: 4.1277 2020-07-25 21:22:27,347 - mmaction - INFO - Epoch [255][420/940] lr: 9.035e-05, eta: 0:19:33, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6742, top5_acc: 0.8535, loss_cls: 1.3480, loss: 1.3480, grad_norm: 4.1609 2020-07-25 21:22:40,278 - mmaction - INFO - Epoch [255][440/940] lr: 9.035e-05, eta: 0:19:17, time: 0.648, data_time: 0.002, memory: 9569, top1_acc: 0.6764, top5_acc: 0.8523, loss_cls: 1.3460, loss: 1.3460, grad_norm: 4.2186 2020-07-25 21:22:53,241 - mmaction - INFO - Epoch [255][460/940] lr: 9.035e-05, eta: 0:19:01, time: 0.647, data_time: 0.000, memory: 9569, top1_acc: 0.6652, top5_acc: 0.8508, loss_cls: 1.3939, loss: 1.3939, grad_norm: 4.2793 2020-07-25 21:23:06,224 - mmaction - INFO - Epoch [255][480/940] lr: 9.035e-05, eta: 0:18:45, time: 0.649, data_time: 0.002, memory: 9569, top1_acc: 0.6744, top5_acc: 0.8492, loss_cls: 1.3941, loss: 1.3941, grad_norm: 4.1755 2020-07-25 21:23:19,236 - mmaction - INFO - Epoch [255][500/940] lr: 9.035e-05, eta: 0:18:29, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.6803, top5_acc: 0.8566, loss_cls: 1.3137, loss: 1.3137, grad_norm: 4.1814 2020-07-25 21:23:32,100 - mmaction - INFO - Epoch [255][520/940] lr: 9.035e-05, eta: 0:18:13, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.6793, top5_acc: 0.8652, loss_cls: 1.3326, loss: 1.3326, grad_norm: 4.2259 2020-07-25 21:23:45,595 - mmaction - INFO - Epoch [255][540/940] lr: 9.035e-05, eta: 0:17:57, time: 0.675, data_time: 0.001, memory: 9569, top1_acc: 0.6707, top5_acc: 0.8514, loss_cls: 1.3576, loss: 1.3576, grad_norm: 4.2129 2020-07-25 21:23:58,519 - mmaction - INFO - Epoch [255][560/940] lr: 9.035e-05, eta: 0:17:40, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6879, top5_acc: 0.8541, loss_cls: 1.3322, loss: 1.3322, grad_norm: 4.1501 2020-07-25 21:24:11,442 - mmaction - INFO - Epoch [255][580/940] lr: 9.035e-05, eta: 0:17:24, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6670, top5_acc: 0.8553, loss_cls: 1.3761, loss: 1.3761, grad_norm: 4.2872 2020-07-25 21:24:24,381 - mmaction - INFO - Epoch [255][600/940] lr: 9.035e-05, eta: 0:17:08, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6732, top5_acc: 0.8518, loss_cls: 1.3591, loss: 1.3591, grad_norm: 4.1993 2020-07-25 21:24:37,336 - mmaction - INFO - Epoch [255][620/940] lr: 9.035e-05, eta: 0:16:52, time: 0.648, data_time: 0.001, memory: 9569, top1_acc: 0.6777, top5_acc: 0.8609, loss_cls: 1.3211, loss: 1.3211, grad_norm: 4.1723 2020-07-25 21:24:50,202 - mmaction - INFO - Epoch [255][640/940] lr: 9.035e-05, eta: 0:16:36, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6773, top5_acc: 0.8541, loss_cls: 1.3514, loss: 1.3514, grad_norm: 4.1619 2020-07-25 21:25:03,100 - mmaction - INFO - Epoch [255][660/940] lr: 9.035e-05, eta: 0:16:20, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6699, top5_acc: 0.8521, loss_cls: 1.3884, loss: 1.3884, grad_norm: 4.3116 2020-07-25 21:25:16,176 - mmaction - INFO - Epoch [255][680/940] lr: 9.035e-05, eta: 0:16:04, time: 0.653, data_time: 0.001, memory: 9569, top1_acc: 0.6857, top5_acc: 0.8650, loss_cls: 1.3112, loss: 1.3112, grad_norm: 4.1622 2020-07-25 21:25:29,110 - mmaction - INFO - Epoch [255][700/940] lr: 9.035e-05, eta: 0:15:48, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6830, top5_acc: 0.8604, loss_cls: 1.3132, loss: 1.3132, grad_norm: 4.1690 2020-07-25 21:25:42,007 - mmaction - INFO - Epoch [255][720/940] lr: 9.035e-05, eta: 0:15:32, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6631, top5_acc: 0.8482, loss_cls: 1.3951, loss: 1.3951, grad_norm: 4.1822 2020-07-25 21:25:54,960 - mmaction - INFO - Epoch [255][740/940] lr: 9.035e-05, eta: 0:15:16, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6824, top5_acc: 0.8602, loss_cls: 1.3155, loss: 1.3155, grad_norm: 4.1634 2020-07-25 21:26:07,858 - mmaction - INFO - Epoch [255][760/940] lr: 9.035e-05, eta: 0:14:59, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6842, top5_acc: 0.8592, loss_cls: 1.3177, loss: 1.3177, grad_norm: 4.1058 2020-07-25 21:26:20,801 - mmaction - INFO - Epoch [255][780/940] lr: 9.035e-05, eta: 0:14:43, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6787, top5_acc: 0.8484, loss_cls: 1.3691, loss: 1.3691, grad_norm: 4.1704 2020-07-25 21:26:33,824 - mmaction - INFO - Epoch [255][800/940] lr: 9.035e-05, eta: 0:14:27, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.6766, top5_acc: 0.8570, loss_cls: 1.3264, loss: 1.3264, grad_norm: 4.1333 2020-07-25 21:26:46,711 - mmaction - INFO - Epoch [255][820/940] lr: 9.035e-05, eta: 0:14:11, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6805, top5_acc: 0.8596, loss_cls: 1.3274, loss: 1.3274, grad_norm: 4.1603 2020-07-25 21:26:59,729 - mmaction - INFO - Epoch [255][840/940] lr: 9.035e-05, eta: 0:13:55, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.6746, top5_acc: 0.8492, loss_cls: 1.3828, loss: 1.3828, grad_norm: 4.1762 2020-07-25 21:27:12,729 - mmaction - INFO - Epoch [255][860/940] lr: 9.035e-05, eta: 0:13:39, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.6674, top5_acc: 0.8488, loss_cls: 1.3948, loss: 1.3948, grad_norm: 4.2484 2020-07-25 21:27:25,627 - mmaction - INFO - Epoch [255][880/940] lr: 9.035e-05, eta: 0:13:23, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6793, top5_acc: 0.8572, loss_cls: 1.3421, loss: 1.3421, grad_norm: 4.1980 2020-07-25 21:27:38,571 - mmaction - INFO - Epoch [255][900/940] lr: 9.035e-05, eta: 0:13:07, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6865, top5_acc: 0.8637, loss_cls: 1.3120, loss: 1.3120, grad_norm: 4.1703 2020-07-25 21:27:51,482 - mmaction - INFO - Epoch [255][920/940] lr: 9.035e-05, eta: 0:12:51, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6734, top5_acc: 0.8496, loss_cls: 1.3916, loss: 1.3916, grad_norm: 4.2641 2020-07-25 21:28:03,779 - mmaction - INFO - Epoch [255][940/940] lr: 9.035e-05, eta: 0:12:35, time: 0.614, data_time: 0.001, memory: 9569, top1_acc: 0.6703, top5_acc: 0.8488, loss_cls: 1.3854, loss: 1.3854, grad_norm: 4.3022 2020-07-25 21:30:49,078 - mmaction - INFO - Epoch [256][20/940] lr: 2.259e-05, eta: 0:12:19, time: 8.070, data_time: 7.352, memory: 9569, top1_acc: 0.6730, top5_acc: 0.8547, loss_cls: 1.3528, loss: 1.3528, grad_norm: 4.1963 2020-07-25 21:31:02,341 - mmaction - INFO - Epoch [256][40/940] lr: 2.259e-05, eta: 0:12:03, time: 0.663, data_time: 0.001, memory: 9569, top1_acc: 0.6799, top5_acc: 0.8537, loss_cls: 1.3411, loss: 1.3411, grad_norm: 4.2194 2020-07-25 21:31:15,342 - mmaction - INFO - Epoch [256][60/940] lr: 2.259e-05, eta: 0:11:47, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.6848, top5_acc: 0.8627, loss_cls: 1.3272, loss: 1.3272, grad_norm: 4.1686 2020-07-25 21:31:28,577 - mmaction - INFO - Epoch [256][80/940] lr: 2.259e-05, eta: 0:11:31, time: 0.662, data_time: 0.001, memory: 9569, top1_acc: 0.6725, top5_acc: 0.8453, loss_cls: 1.3740, loss: 1.3740, grad_norm: 4.2284 2020-07-25 21:31:41,485 - mmaction - INFO - Epoch [256][100/940] lr: 2.259e-05, eta: 0:11:15, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6752, top5_acc: 0.8510, loss_cls: 1.3441, loss: 1.3441, grad_norm: 4.1431 2020-07-25 21:31:54,341 - mmaction - INFO - Epoch [256][120/940] lr: 2.259e-05, eta: 0:10:59, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6818, top5_acc: 0.8596, loss_cls: 1.3202, loss: 1.3202, grad_norm: 4.1232 2020-07-25 21:32:07,267 - mmaction - INFO - Epoch [256][140/940] lr: 2.259e-05, eta: 0:10:43, time: 0.646, data_time: 0.003, memory: 9569, top1_acc: 0.6879, top5_acc: 0.8547, loss_cls: 1.3302, loss: 1.3302, grad_norm: 4.1570 2020-07-25 21:32:20,176 - mmaction - INFO - Epoch [256][160/940] lr: 2.259e-05, eta: 0:10:27, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6699, top5_acc: 0.8449, loss_cls: 1.3790, loss: 1.3790, grad_norm: 4.2435 2020-07-25 21:32:33,080 - mmaction - INFO - Epoch [256][180/940] lr: 2.259e-05, eta: 0:10:11, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6779, top5_acc: 0.8559, loss_cls: 1.3571, loss: 1.3571, grad_norm: 4.2094 2020-07-25 21:32:45,996 - mmaction - INFO - Epoch [256][200/940] lr: 2.259e-05, eta: 0:09:55, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6789, top5_acc: 0.8525, loss_cls: 1.3449, loss: 1.3449, grad_norm: 4.1117 2020-07-25 21:32:59,059 - mmaction - INFO - Epoch [256][220/940] lr: 2.259e-05, eta: 0:09:38, time: 0.653, data_time: 0.002, memory: 9569, top1_acc: 0.6793, top5_acc: 0.8594, loss_cls: 1.3306, loss: 1.3306, grad_norm: 4.1623 2020-07-25 21:33:11,974 - mmaction - INFO - Epoch [256][240/940] lr: 2.259e-05, eta: 0:09:22, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6750, top5_acc: 0.8465, loss_cls: 1.3747, loss: 1.3747, grad_norm: 4.1191 2020-07-25 21:33:24,870 - mmaction - INFO - Epoch [256][260/940] lr: 2.259e-05, eta: 0:09:06, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6666, top5_acc: 0.8434, loss_cls: 1.3914, loss: 1.3914, grad_norm: 4.2711 2020-07-25 21:33:37,745 - mmaction - INFO - Epoch [256][280/940] lr: 2.259e-05, eta: 0:08:50, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6785, top5_acc: 0.8549, loss_cls: 1.3435, loss: 1.3435, grad_norm: 4.2141 2020-07-25 21:33:50,770 - mmaction - INFO - Epoch [256][300/940] lr: 2.259e-05, eta: 0:08:34, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.6797, top5_acc: 0.8592, loss_cls: 1.3227, loss: 1.3227, grad_norm: 4.0882 2020-07-25 21:34:03,866 - mmaction - INFO - Epoch [256][320/940] lr: 2.259e-05, eta: 0:08:18, time: 0.654, data_time: 0.001, memory: 9569, top1_acc: 0.6824, top5_acc: 0.8545, loss_cls: 1.3488, loss: 1.3488, grad_norm: 4.1614 2020-07-25 21:34:16,788 - mmaction - INFO - Epoch [256][340/940] lr: 2.259e-05, eta: 0:08:02, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6760, top5_acc: 0.8578, loss_cls: 1.3328, loss: 1.3328, grad_norm: 4.1662 2020-07-25 21:34:29,662 - mmaction - INFO - Epoch [256][360/940] lr: 2.259e-05, eta: 0:07:46, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6734, top5_acc: 0.8504, loss_cls: 1.3679, loss: 1.3679, grad_norm: 4.2278 2020-07-25 21:34:42,574 - mmaction - INFO - Epoch [256][380/940] lr: 2.259e-05, eta: 0:07:30, time: 0.645, data_time: 0.003, memory: 9569, top1_acc: 0.6703, top5_acc: 0.8518, loss_cls: 1.3785, loss: 1.3785, grad_norm: 4.2241 2020-07-25 21:34:55,460 - mmaction - INFO - Epoch [256][400/940] lr: 2.259e-05, eta: 0:07:14, time: 0.645, data_time: 0.002, memory: 9569, top1_acc: 0.6787, top5_acc: 0.8557, loss_cls: 1.3571, loss: 1.3571, grad_norm: 4.2362 2020-07-25 21:35:08,383 - mmaction - INFO - Epoch [256][420/940] lr: 2.259e-05, eta: 0:06:58, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6758, top5_acc: 0.8584, loss_cls: 1.3554, loss: 1.3554, grad_norm: 4.2050 2020-07-25 21:35:21,304 - mmaction - INFO - Epoch [256][440/940] lr: 2.259e-05, eta: 0:06:41, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6773, top5_acc: 0.8535, loss_cls: 1.3506, loss: 1.3506, grad_norm: 4.1858 2020-07-25 21:35:34,254 - mmaction - INFO - Epoch [256][460/940] lr: 2.259e-05, eta: 0:06:25, time: 0.648, data_time: 0.004, memory: 9569, top1_acc: 0.6865, top5_acc: 0.8582, loss_cls: 1.3065, loss: 1.3065, grad_norm: 4.1529 2020-07-25 21:35:47,129 - mmaction - INFO - Epoch [256][480/940] lr: 2.259e-05, eta: 0:06:09, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.6908, top5_acc: 0.8625, loss_cls: 1.2965, loss: 1.2965, grad_norm: 4.0984 2020-07-25 21:36:00,046 - mmaction - INFO - Epoch [256][500/940] lr: 2.259e-05, eta: 0:05:53, time: 0.646, data_time: 0.002, memory: 9569, top1_acc: 0.6803, top5_acc: 0.8600, loss_cls: 1.3393, loss: 1.3393, grad_norm: 4.1604 2020-07-25 21:36:12,934 - mmaction - INFO - Epoch [256][520/940] lr: 2.259e-05, eta: 0:05:37, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6906, top5_acc: 0.8643, loss_cls: 1.3023, loss: 1.3023, grad_norm: 4.1522 2020-07-25 21:36:25,929 - mmaction - INFO - Epoch [256][540/940] lr: 2.259e-05, eta: 0:05:21, time: 0.650, data_time: 0.003, memory: 9569, top1_acc: 0.6828, top5_acc: 0.8598, loss_cls: 1.3188, loss: 1.3188, grad_norm: 4.1272 2020-07-25 21:36:38,881 - mmaction - INFO - Epoch [256][560/940] lr: 2.259e-05, eta: 0:05:05, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6768, top5_acc: 0.8578, loss_cls: 1.3271, loss: 1.3271, grad_norm: 4.1807 2020-07-25 21:36:51,718 - mmaction - INFO - Epoch [256][580/940] lr: 2.259e-05, eta: 0:04:49, time: 0.642, data_time: 0.002, memory: 9569, top1_acc: 0.6793, top5_acc: 0.8533, loss_cls: 1.3459, loss: 1.3459, grad_norm: 4.1844 2020-07-25 21:37:04,609 - mmaction - INFO - Epoch [256][600/940] lr: 2.259e-05, eta: 0:04:33, time: 0.644, data_time: 0.002, memory: 9569, top1_acc: 0.6869, top5_acc: 0.8502, loss_cls: 1.3500, loss: 1.3500, grad_norm: 4.1483 2020-07-25 21:37:17,568 - mmaction - INFO - Epoch [256][620/940] lr: 2.259e-05, eta: 0:04:17, time: 0.649, data_time: 0.004, memory: 9569, top1_acc: 0.6836, top5_acc: 0.8561, loss_cls: 1.3300, loss: 1.3300, grad_norm: 4.1209 2020-07-25 21:37:30,482 - mmaction - INFO - Epoch [256][640/940] lr: 2.259e-05, eta: 0:04:01, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6855, top5_acc: 0.8584, loss_cls: 1.3305, loss: 1.3305, grad_norm: 4.1272 2020-07-25 21:37:43,419 - mmaction - INFO - Epoch [256][660/940] lr: 2.259e-05, eta: 0:03:45, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6797, top5_acc: 0.8584, loss_cls: 1.3390, loss: 1.3390, grad_norm: 4.1790 2020-07-25 21:37:56,446 - mmaction - INFO - Epoch [256][680/940] lr: 2.259e-05, eta: 0:03:28, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.6775, top5_acc: 0.8602, loss_cls: 1.3313, loss: 1.3313, grad_norm: 4.1744 2020-07-25 21:38:09,425 - mmaction - INFO - Epoch [256][700/940] lr: 2.259e-05, eta: 0:03:12, time: 0.649, data_time: 0.003, memory: 9569, top1_acc: 0.6902, top5_acc: 0.8627, loss_cls: 1.2993, loss: 1.2993, grad_norm: 4.1142 2020-07-25 21:38:22,282 - mmaction - INFO - Epoch [256][720/940] lr: 2.259e-05, eta: 0:02:56, time: 0.643, data_time: 0.002, memory: 9569, top1_acc: 0.6779, top5_acc: 0.8588, loss_cls: 1.3352, loss: 1.3352, grad_norm: 4.1649 2020-07-25 21:38:35,218 - mmaction - INFO - Epoch [256][740/940] lr: 2.259e-05, eta: 0:02:40, time: 0.647, data_time: 0.001, memory: 9569, top1_acc: 0.6846, top5_acc: 0.8645, loss_cls: 1.3181, loss: 1.3181, grad_norm: 4.1360 2020-07-25 21:38:48,115 - mmaction - INFO - Epoch [256][760/940] lr: 2.259e-05, eta: 0:02:24, time: 0.645, data_time: 0.001, memory: 9569, top1_acc: 0.6820, top5_acc: 0.8527, loss_cls: 1.3299, loss: 1.3299, grad_norm: 4.1829 2020-07-25 21:39:01,074 - mmaction - INFO - Epoch [256][780/940] lr: 2.259e-05, eta: 0:02:08, time: 0.647, data_time: 0.002, memory: 9569, top1_acc: 0.6732, top5_acc: 0.8475, loss_cls: 1.3656, loss: 1.3656, grad_norm: 4.1807 2020-07-25 21:39:14,068 - mmaction - INFO - Epoch [256][800/940] lr: 2.259e-05, eta: 0:01:52, time: 0.650, data_time: 0.001, memory: 9569, top1_acc: 0.6730, top5_acc: 0.8578, loss_cls: 1.3596, loss: 1.3596, grad_norm: 4.2181 2020-07-25 21:39:26,995 - mmaction - INFO - Epoch [256][820/940] lr: 2.259e-05, eta: 0:01:36, time: 0.646, data_time: 0.001, memory: 9569, top1_acc: 0.6762, top5_acc: 0.8531, loss_cls: 1.3546, loss: 1.3546, grad_norm: 4.2111 2020-07-25 21:39:39,877 - mmaction - INFO - Epoch [256][840/940] lr: 2.259e-05, eta: 0:01:20, time: 0.644, data_time: 0.001, memory: 9569, top1_acc: 0.6799, top5_acc: 0.8555, loss_cls: 1.3306, loss: 1.3306, grad_norm: 4.1665 2020-07-25 21:39:52,945 - mmaction - INFO - Epoch [256][860/940] lr: 2.259e-05, eta: 0:01:04, time: 0.653, data_time: 0.003, memory: 9569, top1_acc: 0.6902, top5_acc: 0.8598, loss_cls: 1.3083, loss: 1.3083, grad_norm: 4.1504 2020-07-25 21:40:05,955 - mmaction - INFO - Epoch [256][880/940] lr: 2.259e-05, eta: 0:00:48, time: 0.651, data_time: 0.001, memory: 9569, top1_acc: 0.6760, top5_acc: 0.8557, loss_cls: 1.3297, loss: 1.3297, grad_norm: 4.1250 2020-07-25 21:40:18,839 - mmaction - INFO - Epoch [256][900/940] lr: 2.259e-05, eta: 0:00:32, time: 0.643, data_time: 0.001, memory: 9569, top1_acc: 0.6875, top5_acc: 0.8586, loss_cls: 1.3075, loss: 1.3075, grad_norm: 4.1347 2020-07-25 21:40:31,839 - mmaction - INFO - Epoch [256][920/940] lr: 2.259e-05, eta: 0:00:16, time: 0.651, data_time: 0.002, memory: 9569, top1_acc: 0.6895, top5_acc: 0.8602, loss_cls: 1.3291, loss: 1.3291, grad_norm: 4.1717 2020-07-25 21:40:44,073 - mmaction - INFO - Epoch [256][940/940] lr: 2.259e-05, eta: 0:00:00, time: 0.611, data_time: 0.002, memory: 9569, top1_acc: 0.6674, top5_acc: 0.8468, loss_cls: 1.4099, loss: 1.4099, grad_norm: 4.3173 2020-07-25 21:40:49,466 - mmaction - INFO - Saving checkpoint at 256 epochs