2021-03-13 20:50:33,915 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.6 (default, Jan 8 2020, 19:59:22) [GCC 7.3.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: GeForce GTX 1080 Ti CUDA_HOME: /mnt/lustressd/share/polaris/dep/cuda-9.0-cudnn7.6.5 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-4) PyTorch: 1.5.0 PyTorch compiling details: PyTorch built with: - GCC 5.4 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.1 Product Build 20200208 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 912ce228837d1ce28e1a61806118835de03f5751) - OpenMP 201307 (a.k.a. OpenMP 4.0) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_70,code=compute_70 - CuDNN 7.6.5 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DNDEBUG -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DUSE_INTERNAL_THREADPOOL_IMPL -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -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 -fdiagnostics-color=always -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.6.0 OpenCV: 4.2.0 MMCV: 1.2.6 MMCV Compiler: n/a MMCV CUDA Compiler: n/a MMAction2: 0.12.0+5ca360e ------------------------------------------------------------ 2021-03-13 20:50:33,916 - mmaction - INFO - Distributed training: True 2021-03-13 20:50:33,916 - mmaction - INFO - Config: /mnt/lustre/duanhaodong/mmaction2/configs/tsn_d161.py # model settings model = dict( type='Recognizer2D', backbone=dict( type='torchvision.densenet161', pretrained=True), cls_head=dict( type='TSNHead', num_classes=400, in_channels=2208, spatial_type='avg', consensus=dict(type='AvgConsensus', dim=1), dropout_ratio=0.4, init_std=0.01)) train_cfg=None, test_cfg=dict(average_clips=None) # dataset settings dataset_type = 'RawframeDataset' data_root = '/mnt/lustre/DATAshare2/kinetics_400_train_320_frames' data_root_val = '/mnt/lustre/DATAshare2/kinetics_400_val_320_frames' ann_file_train = 'data/kinetics400/kinetics_train_list_hd320.txt' ann_file_val = 'data/kinetics400/kinetics_val_list_hd320.txt' ann_file_test = 'data/kinetics400/kinetics_val_list_hd320.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='SampleFrames', clip_len=1, frame_interval=1, num_clips=3), dict(type='RawFrameDecode', 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='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=3, test_mode=True), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=25, test_mode=True), dict(type='RawFrameDecode', 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='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=12, workers_per_gpu=4, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) # runtime settings work_dir = './work_dirs/tsn_d161/' # optimizer optimizer = dict( type='SGD', lr=0.0075, # this lr is used for 8 gpus momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict(policy='step', step=[40, 80]) total_epochs = 100 checkpoint_config = dict(interval=10) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), # dict(type='TensorboardLoggerHook'), ]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' resume_from = None workflow = [('train', 1)] evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy']) load_from = None 2021-03-13 20:50:44,475 - mmaction - INFO - Start running, host: duanhaodong@SH-IDC1-10-5-36-211, work_dir: /mnt/lustre/duanhaodong/mmaction2/work_dirs/tsn_d161 2021-03-13 20:50:44,476 - mmaction - INFO - workflow: [('train', 1)], max: 100 epochs 2021-03-13 20:54:16,036 - mmaction - INFO - Epoch [1][20/1253] lr: 7.500e-03, eta: 15 days, 8:03:51, time: 10.577, data_time: 9.789, memory: 8809, top1_acc: 0.0089, top5_acc: 0.0328, loss_cls: 5.9679, loss: 5.9679, grad_norm: 2.6878 2021-03-13 20:54:28,309 - mmaction - INFO - Epoch [1][40/1253] lr: 7.500e-03, eta: 8 days, 2:41:26, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.0396, top5_acc: 0.1169, loss_cls: 5.7325, loss: 5.7325, grad_norm: 2.7370 2021-03-13 20:54:40,507 - mmaction - INFO - Epoch [1][60/1253] lr: 7.500e-03, eta: 5 days, 16:50:14, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.0669, top5_acc: 0.1810, loss_cls: 5.4107, loss: 5.4107, grad_norm: 2.9128 2021-03-13 20:54:52,599 - mmaction - INFO - Epoch [1][80/1253] lr: 7.500e-03, eta: 4 days, 11:52:25, time: 0.605, data_time: 0.003, memory: 8809, top1_acc: 0.0966, top5_acc: 0.2409, loss_cls: 5.0593, loss: 5.0593, grad_norm: 3.0380 2021-03-13 20:55:04,974 - mmaction - INFO - Epoch [1][100/1253] lr: 7.500e-03, eta: 3 days, 18:34:51, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.1242, top5_acc: 0.2987, loss_cls: 4.7291, loss: 4.7291, grad_norm: 3.1822 2021-03-13 20:55:17,182 - mmaction - INFO - Epoch [1][120/1253] lr: 7.500e-03, eta: 3 days, 7:00:49, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.1492, top5_acc: 0.3326, loss_cls: 4.5168, loss: 4.5168, grad_norm: 3.2799 2021-03-13 20:55:29,495 - mmaction - INFO - Epoch [1][140/1253] lr: 7.500e-03, eta: 2 days, 22:46:32, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.1672, top5_acc: 0.3706, loss_cls: 4.3025, loss: 4.3025, grad_norm: 3.3923 2021-03-13 20:55:41,639 - mmaction - INFO - Epoch [1][160/1253] lr: 7.500e-03, eta: 2 days, 16:33:18, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.1987, top5_acc: 0.4229, loss_cls: 4.0844, loss: 4.0844, grad_norm: 3.4719 2021-03-13 20:55:53,863 - mmaction - INFO - Epoch [1][180/1253] lr: 7.500e-03, eta: 2 days, 11:43:59, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.2003, top5_acc: 0.4227, loss_cls: 4.0482, loss: 4.0482, grad_norm: 3.5592 2021-03-13 20:56:06,130 - mmaction - INFO - Epoch [1][200/1253] lr: 7.500e-03, eta: 2 days, 7:52:57, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.2284, top5_acc: 0.4471, loss_cls: 3.8698, loss: 3.8698, grad_norm: 3.5746 2021-03-13 20:56:18,380 - mmaction - INFO - Epoch [1][220/1253] lr: 7.500e-03, eta: 2 days, 4:43:31, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.2253, top5_acc: 0.4643, loss_cls: 3.8018, loss: 3.8018, grad_norm: 3.6515 2021-03-13 20:56:30,658 - mmaction - INFO - Epoch [1][240/1253] lr: 7.500e-03, eta: 2 days, 2:06:15, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.2437, top5_acc: 0.4870, loss_cls: 3.7147, loss: 3.7147, grad_norm: 3.7763 2021-03-13 20:56:42,963 - mmaction - INFO - Epoch [1][260/1253] lr: 7.500e-03, eta: 1 day, 23:53:09, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.2458, top5_acc: 0.4875, loss_cls: 3.6705, loss: 3.6705, grad_norm: 3.8516 2021-03-13 20:56:55,143 - mmaction - INFO - Epoch [1][280/1253] lr: 7.500e-03, eta: 1 day, 21:58:11, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.2594, top5_acc: 0.5109, loss_cls: 3.5855, loss: 3.5855, grad_norm: 3.8714 2021-03-13 20:57:07,414 - mmaction - INFO - Epoch [1][300/1253] lr: 7.500e-03, eta: 1 day, 20:19:07, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.2669, top5_acc: 0.5135, loss_cls: 3.5128, loss: 3.5128, grad_norm: 3.9391 2021-03-13 20:57:19,686 - mmaction - INFO - Epoch [1][320/1253] lr: 7.500e-03, eta: 1 day, 18:52:16, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.2687, top5_acc: 0.5143, loss_cls: 3.4840, loss: 3.4840, grad_norm: 4.0279 2021-03-13 20:57:31,937 - mmaction - INFO - Epoch [1][340/1253] lr: 7.500e-03, eta: 1 day, 17:35:43, time: 0.613, data_time: 0.004, memory: 8809, top1_acc: 0.2812, top5_acc: 0.5284, loss_cls: 3.4315, loss: 3.4315, grad_norm: 4.0692 2021-03-13 20:57:44,241 - mmaction - INFO - Epoch [1][360/1253] lr: 7.500e-03, eta: 1 day, 16:27:49, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.2849, top5_acc: 0.5419, loss_cls: 3.3801, loss: 3.3801, grad_norm: 4.0894 2021-03-13 20:57:56,474 - mmaction - INFO - Epoch [1][380/1253] lr: 7.500e-03, eta: 1 day, 15:26:42, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.2898, top5_acc: 0.5458, loss_cls: 3.3497, loss: 3.3497, grad_norm: 4.1678 2021-03-13 20:58:08,753 - mmaction - INFO - Epoch [1][400/1253] lr: 7.500e-03, eta: 1 day, 14:31:56, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.2740, top5_acc: 0.5411, loss_cls: 3.3498, loss: 3.3498, grad_norm: 4.2470 2021-03-13 20:58:21,017 - mmaction - INFO - Epoch [1][420/1253] lr: 7.500e-03, eta: 1 day, 13:42:12, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.3063, top5_acc: 0.5604, loss_cls: 3.3034, loss: 3.3034, grad_norm: 4.2281 2021-03-13 20:58:33,305 - mmaction - INFO - Epoch [1][440/1253] lr: 7.500e-03, eta: 1 day, 12:57:13, time: 0.615, data_time: 0.004, memory: 8809, top1_acc: 0.3034, top5_acc: 0.5609, loss_cls: 3.2671, loss: 3.2671, grad_norm: 4.2922 2021-03-13 20:58:45,471 - mmaction - INFO - Epoch [1][460/1253] lr: 7.500e-03, eta: 1 day, 12:15:32, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.3122, top5_acc: 0.5755, loss_cls: 3.1909, loss: 3.1909, grad_norm: 4.3172 2021-03-13 20:58:57,717 - mmaction - INFO - Epoch [1][480/1253] lr: 7.500e-03, eta: 1 day, 11:37:35, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.3211, top5_acc: 0.5695, loss_cls: 3.1746, loss: 3.1746, grad_norm: 4.3359 2021-03-13 20:59:09,912 - mmaction - INFO - Epoch [1][500/1253] lr: 7.500e-03, eta: 1 day, 11:02:28, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.3138, top5_acc: 0.5724, loss_cls: 3.1753, loss: 3.1753, grad_norm: 4.3214 2021-03-13 20:59:22,163 - mmaction - INFO - Epoch [1][520/1253] lr: 7.500e-03, eta: 1 day, 10:30:13, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.3141, top5_acc: 0.5885, loss_cls: 3.1207, loss: 3.1207, grad_norm: 4.4190 2021-03-13 20:59:34,477 - mmaction - INFO - Epoch [1][540/1253] lr: 7.500e-03, eta: 1 day, 10:00:43, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.3258, top5_acc: 0.5888, loss_cls: 3.0904, loss: 3.0904, grad_norm: 4.3235 2021-03-13 20:59:46,790 - mmaction - INFO - Epoch [1][560/1253] lr: 7.500e-03, eta: 1 day, 9:33:13, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.3372, top5_acc: 0.5901, loss_cls: 3.1010, loss: 3.1010, grad_norm: 4.4022 2021-03-13 20:59:59,162 - mmaction - INFO - Epoch [1][580/1253] lr: 7.500e-03, eta: 1 day, 9:07:47, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.3224, top5_acc: 0.5779, loss_cls: 3.1077, loss: 3.1077, grad_norm: 4.4894 2021-03-13 21:00:11,459 - mmaction - INFO - Epoch [1][600/1253] lr: 7.500e-03, eta: 1 day, 8:43:51, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.3401, top5_acc: 0.6003, loss_cls: 3.0036, loss: 3.0036, grad_norm: 4.5114 2021-03-13 21:00:23,699 - mmaction - INFO - Epoch [1][620/1253] lr: 7.500e-03, eta: 1 day, 8:21:13, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.3367, top5_acc: 0.5958, loss_cls: 3.0525, loss: 3.0525, grad_norm: 4.5293 2021-03-13 21:00:36,062 - mmaction - INFO - Epoch [1][640/1253] lr: 7.500e-03, eta: 1 day, 8:00:24, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.3289, top5_acc: 0.5984, loss_cls: 3.0318, loss: 3.0318, grad_norm: 4.5010 2021-03-13 21:00:48,390 - mmaction - INFO - Epoch [1][660/1253] lr: 7.500e-03, eta: 1 day, 7:40:43, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.3440, top5_acc: 0.6029, loss_cls: 3.0162, loss: 3.0162, grad_norm: 4.5947 2021-03-13 21:01:00,751 - mmaction - INFO - Epoch [1][680/1253] lr: 7.500e-03, eta: 1 day, 7:22:13, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.3411, top5_acc: 0.6143, loss_cls: 2.9825, loss: 2.9825, grad_norm: 4.6056 2021-03-13 21:01:12,947 - mmaction - INFO - Epoch [1][700/1253] lr: 7.500e-03, eta: 1 day, 7:04:22, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.3510, top5_acc: 0.6185, loss_cls: 2.9487, loss: 2.9487, grad_norm: 4.5445 2021-03-13 21:01:25,142 - mmaction - INFO - Epoch [1][720/1253] lr: 7.500e-03, eta: 1 day, 6:47:28, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.9200, loss: 2.9200, grad_norm: 4.6428 2021-03-13 21:01:37,366 - mmaction - INFO - Epoch [1][740/1253] lr: 7.500e-03, eta: 1 day, 6:31:33, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.3424, top5_acc: 0.6073, loss_cls: 2.9716, loss: 2.9716, grad_norm: 4.6959 2021-03-13 21:01:49,712 - mmaction - INFO - Epoch [1][760/1253] lr: 7.500e-03, eta: 1 day, 6:16:48, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.3503, top5_acc: 0.6128, loss_cls: 2.9232, loss: 2.9232, grad_norm: 4.6050 2021-03-13 21:02:01,971 - mmaction - INFO - Epoch [1][780/1253] lr: 7.500e-03, eta: 1 day, 6:02:31, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.3451, top5_acc: 0.6167, loss_cls: 2.9399, loss: 2.9399, grad_norm: 4.6622 2021-03-13 21:02:14,178 - mmaction - INFO - Epoch [1][800/1253] lr: 7.500e-03, eta: 1 day, 5:48:47, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.3539, top5_acc: 0.6156, loss_cls: 2.9289, loss: 2.9289, grad_norm: 4.7035 2021-03-13 21:02:26,528 - mmaction - INFO - Epoch [1][820/1253] lr: 7.500e-03, eta: 1 day, 5:36:09, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.3622, top5_acc: 0.6208, loss_cls: 2.9161, loss: 2.9161, grad_norm: 4.7691 2021-03-13 21:02:38,871 - mmaction - INFO - Epoch [1][840/1253] lr: 7.500e-03, eta: 1 day, 5:24:04, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.3682, top5_acc: 0.6266, loss_cls: 2.8618, loss: 2.8618, grad_norm: 4.6714 2021-03-13 21:02:51,128 - mmaction - INFO - Epoch [1][860/1253] lr: 7.500e-03, eta: 1 day, 5:12:19, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.3602, top5_acc: 0.6294, loss_cls: 2.8806, loss: 2.8806, grad_norm: 4.6964 2021-03-13 21:03:03,447 - mmaction - INFO - Epoch [1][880/1253] lr: 7.500e-03, eta: 1 day, 5:01:13, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.3565, top5_acc: 0.6227, loss_cls: 2.9001, loss: 2.9001, grad_norm: 4.7418 2021-03-13 21:03:15,735 - mmaction - INFO - Epoch [1][900/1253] lr: 7.500e-03, eta: 1 day, 4:50:38, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.3638, top5_acc: 0.6224, loss_cls: 2.9121, loss: 2.9121, grad_norm: 4.7120 2021-03-13 21:03:27,981 - mmaction - INFO - Epoch [1][920/1253] lr: 7.500e-03, eta: 1 day, 4:40:18, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.3651, top5_acc: 0.6294, loss_cls: 2.8308, loss: 2.8308, grad_norm: 4.6810 2021-03-13 21:03:40,256 - mmaction - INFO - Epoch [1][940/1253] lr: 7.500e-03, eta: 1 day, 4:30:31, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.3693, top5_acc: 0.6247, loss_cls: 2.8832, loss: 2.8832, grad_norm: 4.7205 2021-03-13 21:03:52,404 - mmaction - INFO - Epoch [1][960/1253] lr: 7.500e-03, eta: 1 day, 4:20:48, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.3844, top5_acc: 0.6417, loss_cls: 2.7899, loss: 2.7899, grad_norm: 4.6325 2021-03-13 21:04:04,674 - mmaction - INFO - Epoch [1][980/1253] lr: 7.500e-03, eta: 1 day, 4:11:46, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.3719, top5_acc: 0.6445, loss_cls: 2.8073, loss: 2.8073, grad_norm: 4.7022 2021-03-13 21:04:16,926 - mmaction - INFO - Epoch [1][1000/1253] lr: 7.500e-03, eta: 1 day, 4:03:04, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.3688, top5_acc: 0.6229, loss_cls: 2.8672, loss: 2.8672, grad_norm: 4.7334 2021-03-13 21:04:29,180 - mmaction - INFO - Epoch [1][1020/1253] lr: 7.500e-03, eta: 1 day, 3:54:41, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.3732, top5_acc: 0.6315, loss_cls: 2.8405, loss: 2.8405, grad_norm: 4.8991 2021-03-13 21:04:41,362 - mmaction - INFO - Epoch [1][1040/1253] lr: 7.500e-03, eta: 1 day, 3:46:29, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.3844, top5_acc: 0.6411, loss_cls: 2.7839, loss: 2.7839, grad_norm: 4.7778 2021-03-13 21:04:53,641 - mmaction - INFO - Epoch [1][1060/1253] lr: 7.500e-03, eta: 1 day, 3:38:44, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.3820, top5_acc: 0.6497, loss_cls: 2.7411, loss: 2.7411, grad_norm: 4.7622 2021-03-13 21:05:05,850 - mmaction - INFO - Epoch [1][1080/1253] lr: 7.500e-03, eta: 1 day, 3:31:11, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.3810, top5_acc: 0.6417, loss_cls: 2.7839, loss: 2.7839, grad_norm: 4.8066 2021-03-13 21:05:18,119 - mmaction - INFO - Epoch [1][1100/1253] lr: 7.500e-03, eta: 1 day, 3:23:59, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.3888, top5_acc: 0.6526, loss_cls: 2.7523, loss: 2.7523, grad_norm: 4.7918 2021-03-13 21:05:30,387 - mmaction - INFO - Epoch [1][1120/1253] lr: 7.500e-03, eta: 1 day, 3:17:02, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.3859, top5_acc: 0.6435, loss_cls: 2.7794, loss: 2.7794, grad_norm: 4.8660 2021-03-13 21:05:42,764 - mmaction - INFO - Epoch [1][1140/1253] lr: 7.500e-03, eta: 1 day, 3:10:29, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.3987, top5_acc: 0.6536, loss_cls: 2.7240, loss: 2.7240, grad_norm: 4.8703 2021-03-13 21:05:55,133 - mmaction - INFO - Epoch [1][1160/1253] lr: 7.500e-03, eta: 1 day, 3:04:13, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.4062, top5_acc: 0.6422, loss_cls: 2.7676, loss: 2.7676, grad_norm: 4.8228 2021-03-13 21:06:07,386 - mmaction - INFO - Epoch [1][1180/1253] lr: 7.500e-03, eta: 1 day, 2:57:55, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.3940, top5_acc: 0.6586, loss_cls: 2.7482, loss: 2.7482, grad_norm: 4.8536 2021-03-13 21:06:19,721 - mmaction - INFO - Epoch [1][1200/1253] lr: 7.500e-03, eta: 1 day, 2:51:55, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.3896, top5_acc: 0.6586, loss_cls: 2.7328, loss: 2.7328, grad_norm: 4.8692 2021-03-13 21:06:32,072 - mmaction - INFO - Epoch [1][1220/1253] lr: 7.500e-03, eta: 1 day, 2:46:10, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.3911, top5_acc: 0.6474, loss_cls: 2.7737, loss: 2.7737, grad_norm: 4.9086 2021-03-13 21:06:44,409 - mmaction - INFO - Epoch [1][1240/1253] lr: 7.500e-03, eta: 1 day, 2:40:36, time: 0.618, data_time: 0.005, memory: 8809, top1_acc: 0.3792, top5_acc: 0.6531, loss_cls: 2.7344, loss: 2.7344, grad_norm: 4.9404 2021-03-13 21:10:21,250 - mmaction - INFO - Epoch [2][20/1253] lr: 7.500e-03, eta: 1 day, 7:35:18, time: 10.365, data_time: 9.756, memory: 8809, top1_acc: 0.4081, top5_acc: 0.6612, loss_cls: 2.6921, loss: 2.6921, grad_norm: 4.9125 2021-03-13 21:10:33,525 - mmaction - INFO - Epoch [2][40/1253] lr: 7.500e-03, eta: 1 day, 7:25:17, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.4036, top5_acc: 0.6620, loss_cls: 2.6747, loss: 2.6747, grad_norm: 4.8326 2021-03-13 21:10:45,694 - mmaction - INFO - Epoch [2][60/1253] lr: 7.500e-03, eta: 1 day, 7:15:24, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.4164, top5_acc: 0.6714, loss_cls: 2.6369, loss: 2.6369, grad_norm: 4.9245 2021-03-13 21:10:57,946 - mmaction - INFO - Epoch [2][80/1253] lr: 7.500e-03, eta: 1 day, 7:05:59, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.4052, top5_acc: 0.6591, loss_cls: 2.6673, loss: 2.6673, grad_norm: 4.8984 2021-03-13 21:11:10,155 - mmaction - INFO - Epoch [2][100/1253] lr: 7.500e-03, eta: 1 day, 6:56:43, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.4018, top5_acc: 0.6609, loss_cls: 2.6644, loss: 2.6644, grad_norm: 4.9347 2021-03-13 21:11:22,495 - mmaction - INFO - Epoch [2][120/1253] lr: 7.500e-03, eta: 1 day, 6:47:57, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.4060, top5_acc: 0.6716, loss_cls: 2.6448, loss: 2.6448, grad_norm: 4.9133 2021-03-13 21:11:34,836 - mmaction - INFO - Epoch [2][140/1253] lr: 7.500e-03, eta: 1 day, 6:39:26, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.4107, top5_acc: 0.6607, loss_cls: 2.6811, loss: 2.6811, grad_norm: 4.9035 2021-03-13 21:11:47,143 - mmaction - INFO - Epoch [2][160/1253] lr: 7.500e-03, eta: 1 day, 6:31:04, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.3990, top5_acc: 0.6490, loss_cls: 2.7075, loss: 2.7075, grad_norm: 4.9635 2021-03-13 21:11:59,528 - mmaction - INFO - Epoch [2][180/1253] lr: 7.500e-03, eta: 1 day, 6:23:05, time: 0.620, data_time: 0.004, memory: 8809, top1_acc: 0.4138, top5_acc: 0.6565, loss_cls: 2.6360, loss: 2.6360, grad_norm: 4.9409 2021-03-13 21:12:11,768 - mmaction - INFO - Epoch [2][200/1253] lr: 7.500e-03, eta: 1 day, 6:15:06, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.4172, top5_acc: 0.6737, loss_cls: 2.6123, loss: 2.6123, grad_norm: 4.8982 2021-03-13 21:12:24,021 - mmaction - INFO - Epoch [2][220/1253] lr: 7.500e-03, eta: 1 day, 6:07:18, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.3984, top5_acc: 0.6568, loss_cls: 2.6852, loss: 2.6852, grad_norm: 4.9677 2021-03-13 21:12:36,329 - mmaction - INFO - Epoch [2][240/1253] lr: 7.500e-03, eta: 1 day, 5:59:51, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.4078, top5_acc: 0.6599, loss_cls: 2.6815, loss: 2.6815, grad_norm: 4.9769 2021-03-13 21:12:48,682 - mmaction - INFO - Epoch [2][260/1253] lr: 7.500e-03, eta: 1 day, 5:52:37, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.4049, top5_acc: 0.6581, loss_cls: 2.6489, loss: 2.6489, grad_norm: 4.9609 2021-03-13 21:13:00,972 - mmaction - INFO - Epoch [2][280/1253] lr: 7.500e-03, eta: 1 day, 5:45:27, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.4177, top5_acc: 0.6622, loss_cls: 2.6293, loss: 2.6293, grad_norm: 4.9936 2021-03-13 21:13:13,372 - mmaction - INFO - Epoch [2][300/1253] lr: 7.500e-03, eta: 1 day, 5:38:40, time: 0.621, data_time: 0.004, memory: 8809, top1_acc: 0.4104, top5_acc: 0.6716, loss_cls: 2.6083, loss: 2.6083, grad_norm: 5.0499 2021-03-13 21:13:25,669 - mmaction - INFO - Epoch [2][320/1253] lr: 7.500e-03, eta: 1 day, 5:31:51, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.4174, top5_acc: 0.6737, loss_cls: 2.5980, loss: 2.5980, grad_norm: 4.8970 2021-03-13 21:13:38,020 - mmaction - INFO - Epoch [2][340/1253] lr: 7.500e-03, eta: 1 day, 5:25:20, time: 0.619, data_time: 0.004, memory: 8809, top1_acc: 0.4133, top5_acc: 0.6760, loss_cls: 2.6159, loss: 2.6159, grad_norm: 5.0172 2021-03-13 21:13:50,305 - mmaction - INFO - Epoch [2][360/1253] lr: 7.500e-03, eta: 1 day, 5:18:52, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.4146, top5_acc: 0.6661, loss_cls: 2.6483, loss: 2.6483, grad_norm: 5.0689 2021-03-13 21:14:02,560 - mmaction - INFO - Epoch [2][380/1253] lr: 7.500e-03, eta: 1 day, 5:12:31, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.4240, top5_acc: 0.6729, loss_cls: 2.5733, loss: 2.5733, grad_norm: 4.9786 2021-03-13 21:14:14,765 - mmaction - INFO - Epoch [2][400/1253] lr: 7.500e-03, eta: 1 day, 5:06:14, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.4240, top5_acc: 0.6867, loss_cls: 2.5351, loss: 2.5351, grad_norm: 4.8609 2021-03-13 21:14:26,983 - mmaction - INFO - Epoch [2][420/1253] lr: 7.500e-03, eta: 1 day, 5:00:07, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.4151, top5_acc: 0.6768, loss_cls: 2.6219, loss: 2.6219, grad_norm: 4.9656 2021-03-13 21:14:39,311 - mmaction - INFO - Epoch [2][440/1253] lr: 7.500e-03, eta: 1 day, 4:54:18, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.4161, top5_acc: 0.6672, loss_cls: 2.5868, loss: 2.5868, grad_norm: 5.0181 2021-03-13 21:14:51,725 - mmaction - INFO - Epoch [2][460/1253] lr: 7.500e-03, eta: 1 day, 4:48:42, time: 0.621, data_time: 0.004, memory: 8809, top1_acc: 0.4148, top5_acc: 0.6672, loss_cls: 2.6120, loss: 2.6120, grad_norm: 4.9374 2021-03-13 21:15:04,065 - mmaction - INFO - Epoch [2][480/1253] lr: 7.500e-03, eta: 1 day, 4:43:08, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.4227, top5_acc: 0.6768, loss_cls: 2.5776, loss: 2.5776, grad_norm: 5.0043 2021-03-13 21:15:16,353 - mmaction - INFO - Epoch [2][500/1253] lr: 7.500e-03, eta: 1 day, 4:37:38, time: 0.615, data_time: 0.005, memory: 8809, top1_acc: 0.4091, top5_acc: 0.6773, loss_cls: 2.5972, loss: 2.5972, grad_norm: 5.0245 2021-03-13 21:15:28,683 - mmaction - INFO - Epoch [2][520/1253] lr: 7.500e-03, eta: 1 day, 4:32:18, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.4273, top5_acc: 0.6760, loss_cls: 2.5729, loss: 2.5729, grad_norm: 5.0169 2021-03-13 21:15:40,953 - mmaction - INFO - Epoch [2][540/1253] lr: 7.500e-03, eta: 1 day, 4:27:01, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.4237, top5_acc: 0.6784, loss_cls: 2.5508, loss: 2.5508, grad_norm: 5.0233 2021-03-13 21:15:53,171 - mmaction - INFO - Epoch [2][560/1253] lr: 7.500e-03, eta: 1 day, 4:21:48, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.4094, top5_acc: 0.6674, loss_cls: 2.6180, loss: 2.6180, grad_norm: 5.0471 2021-03-13 21:16:05,507 - mmaction - INFO - Epoch [2][580/1253] lr: 7.500e-03, eta: 1 day, 4:16:47, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.4292, top5_acc: 0.6880, loss_cls: 2.5097, loss: 2.5097, grad_norm: 4.9772 2021-03-13 21:16:17,776 - mmaction - INFO - Epoch [2][600/1253] lr: 7.500e-03, eta: 1 day, 4:11:50, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.4167, top5_acc: 0.6583, loss_cls: 2.6436, loss: 2.6436, grad_norm: 5.0819 2021-03-13 21:16:29,987 - mmaction - INFO - Epoch [2][620/1253] lr: 7.500e-03, eta: 1 day, 4:06:53, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.4258, top5_acc: 0.6810, loss_cls: 2.5730, loss: 2.5730, grad_norm: 4.9440 2021-03-13 21:16:42,234 - mmaction - INFO - Epoch [2][640/1253] lr: 7.500e-03, eta: 1 day, 4:02:07, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.4349, top5_acc: 0.6893, loss_cls: 2.4976, loss: 2.4976, grad_norm: 5.0009 2021-03-13 21:16:54,407 - mmaction - INFO - Epoch [2][660/1253] lr: 7.500e-03, eta: 1 day, 3:57:20, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.4143, top5_acc: 0.6724, loss_cls: 2.5866, loss: 2.5866, grad_norm: 5.1017 2021-03-13 21:17:06,641 - mmaction - INFO - Epoch [2][680/1253] lr: 7.500e-03, eta: 1 day, 3:52:44, time: 0.612, data_time: 0.004, memory: 8809, top1_acc: 0.4211, top5_acc: 0.6771, loss_cls: 2.5557, loss: 2.5557, grad_norm: 5.0497 2021-03-13 21:17:18,907 - mmaction - INFO - Epoch [2][700/1253] lr: 7.500e-03, eta: 1 day, 3:48:14, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.4263, top5_acc: 0.6771, loss_cls: 2.5624, loss: 2.5624, grad_norm: 5.0397 2021-03-13 21:17:31,244 - mmaction - INFO - Epoch [2][720/1253] lr: 7.500e-03, eta: 1 day, 3:43:55, time: 0.617, data_time: 0.004, memory: 8809, top1_acc: 0.4216, top5_acc: 0.6818, loss_cls: 2.5466, loss: 2.5466, grad_norm: 4.9750 2021-03-13 21:17:43,621 - mmaction - INFO - Epoch [2][740/1253] lr: 7.500e-03, eta: 1 day, 3:39:44, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.4328, top5_acc: 0.6930, loss_cls: 2.5278, loss: 2.5278, grad_norm: 5.0741 2021-03-13 21:17:55,859 - mmaction - INFO - Epoch [2][760/1253] lr: 7.500e-03, eta: 1 day, 3:35:28, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.4362, top5_acc: 0.6883, loss_cls: 2.5103, loss: 2.5103, grad_norm: 5.0452 2021-03-13 21:18:08,084 - mmaction - INFO - Epoch [2][780/1253] lr: 7.500e-03, eta: 1 day, 3:31:15, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.4398, top5_acc: 0.6940, loss_cls: 2.5125, loss: 2.5125, grad_norm: 5.0513 2021-03-13 21:18:20,415 - mmaction - INFO - Epoch [2][800/1253] lr: 7.500e-03, eta: 1 day, 3:27:14, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.4221, top5_acc: 0.6703, loss_cls: 2.5877, loss: 2.5877, grad_norm: 5.0501 2021-03-13 21:18:32,783 - mmaction - INFO - Epoch [2][820/1253] lr: 7.500e-03, eta: 1 day, 3:23:20, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.4471, top5_acc: 0.6901, loss_cls: 2.4862, loss: 2.4862, grad_norm: 4.8955 2021-03-13 21:18:45,059 - mmaction - INFO - Epoch [2][840/1253] lr: 7.500e-03, eta: 1 day, 3:19:23, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.4299, top5_acc: 0.6750, loss_cls: 2.5374, loss: 2.5374, grad_norm: 5.0820 2021-03-13 21:18:57,329 - mmaction - INFO - Epoch [2][860/1253] lr: 7.500e-03, eta: 1 day, 3:15:33, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.4229, top5_acc: 0.6708, loss_cls: 2.5877, loss: 2.5877, grad_norm: 5.1723 2021-03-13 21:19:09,544 - mmaction - INFO - Epoch [2][880/1253] lr: 7.500e-03, eta: 1 day, 3:11:42, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.4245, top5_acc: 0.6729, loss_cls: 2.5788, loss: 2.5788, grad_norm: 5.1944 2021-03-13 21:19:21,967 - mmaction - INFO - Epoch [2][900/1253] lr: 7.500e-03, eta: 1 day, 3:08:08, time: 0.622, data_time: 0.003, memory: 8809, top1_acc: 0.4375, top5_acc: 0.6880, loss_cls: 2.4898, loss: 2.4898, grad_norm: 5.0291 2021-03-13 21:19:34,234 - mmaction - INFO - Epoch [2][920/1253] lr: 7.500e-03, eta: 1 day, 3:04:27, time: 0.613, data_time: 0.004, memory: 8809, top1_acc: 0.4365, top5_acc: 0.6828, loss_cls: 2.5223, loss: 2.5223, grad_norm: 5.1583 2021-03-13 21:19:46,551 - mmaction - INFO - Epoch [2][940/1253] lr: 7.500e-03, eta: 1 day, 3:00:55, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.4365, top5_acc: 0.6883, loss_cls: 2.5105, loss: 2.5105, grad_norm: 5.1802 2021-03-13 21:19:58,809 - mmaction - INFO - Epoch [2][960/1253] lr: 7.500e-03, eta: 1 day, 2:57:22, time: 0.613, data_time: 0.004, memory: 8809, top1_acc: 0.4268, top5_acc: 0.6786, loss_cls: 2.5555, loss: 2.5555, grad_norm: 5.0561 2021-03-13 21:20:11,119 - mmaction - INFO - Epoch [2][980/1253] lr: 7.500e-03, eta: 1 day, 2:53:55, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.4339, top5_acc: 0.6969, loss_cls: 2.4993, loss: 2.4993, grad_norm: 4.9832 2021-03-13 21:20:23,477 - mmaction - INFO - Epoch [2][1000/1253] lr: 7.500e-03, eta: 1 day, 2:50:35, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.4352, top5_acc: 0.6924, loss_cls: 2.4941, loss: 2.4941, grad_norm: 5.0356 2021-03-13 21:20:35,819 - mmaction - INFO - Epoch [2][1020/1253] lr: 7.500e-03, eta: 1 day, 2:47:18, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.4372, top5_acc: 0.6914, loss_cls: 2.4930, loss: 2.4930, grad_norm: 5.1101 2021-03-13 21:20:48,047 - mmaction - INFO - Epoch [2][1040/1253] lr: 7.500e-03, eta: 1 day, 2:43:57, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.4344, top5_acc: 0.6818, loss_cls: 2.5082, loss: 2.5082, grad_norm: 5.0906 2021-03-13 21:21:00,297 - mmaction - INFO - Epoch [2][1060/1253] lr: 7.500e-03, eta: 1 day, 2:40:41, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.4448, top5_acc: 0.6846, loss_cls: 2.4948, loss: 2.4948, grad_norm: 5.1351 2021-03-13 21:21:12,566 - mmaction - INFO - Epoch [2][1080/1253] lr: 7.500e-03, eta: 1 day, 2:37:27, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.4383, top5_acc: 0.6880, loss_cls: 2.5000, loss: 2.5000, grad_norm: 5.0638 2021-03-13 21:21:24,864 - mmaction - INFO - Epoch [2][1100/1253] lr: 7.500e-03, eta: 1 day, 2:34:21, time: 0.616, data_time: 0.004, memory: 8809, top1_acc: 0.4474, top5_acc: 0.6945, loss_cls: 2.4356, loss: 2.4356, grad_norm: 5.0516 2021-03-13 21:21:37,067 - mmaction - INFO - Epoch [2][1120/1253] lr: 7.500e-03, eta: 1 day, 2:31:11, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.4357, top5_acc: 0.6839, loss_cls: 2.5262, loss: 2.5262, grad_norm: 5.1396 2021-03-13 21:21:49,479 - mmaction - INFO - Epoch [2][1140/1253] lr: 7.500e-03, eta: 1 day, 2:28:15, time: 0.621, data_time: 0.004, memory: 8809, top1_acc: 0.4367, top5_acc: 0.7013, loss_cls: 2.4842, loss: 2.4842, grad_norm: 5.1626 2021-03-13 21:22:01,746 - mmaction - INFO - Epoch [2][1160/1253] lr: 7.500e-03, eta: 1 day, 2:25:15, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.4404, top5_acc: 0.6815, loss_cls: 2.5297, loss: 2.5297, grad_norm: 5.1599 2021-03-13 21:22:13,946 - mmaction - INFO - Epoch [2][1180/1253] lr: 7.500e-03, eta: 1 day, 2:22:14, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.4346, top5_acc: 0.7005, loss_cls: 2.4959, loss: 2.4959, grad_norm: 5.1303 2021-03-13 21:22:26,239 - mmaction - INFO - Epoch [2][1200/1253] lr: 7.500e-03, eta: 1 day, 2:19:20, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.4401, top5_acc: 0.6919, loss_cls: 2.4780, loss: 2.4780, grad_norm: 5.1006 2021-03-13 21:22:38,549 - mmaction - INFO - Epoch [2][1220/1253] lr: 7.500e-03, eta: 1 day, 2:16:29, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.4388, top5_acc: 0.6982, loss_cls: 2.4701, loss: 2.4701, grad_norm: 5.1644 2021-03-13 21:22:50,916 - mmaction - INFO - Epoch [2][1240/1253] lr: 7.500e-03, eta: 1 day, 2:13:45, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.4341, top5_acc: 0.6862, loss_cls: 2.5194, loss: 2.5194, grad_norm: 5.0710 2021-03-13 21:26:29,554 - mmaction - INFO - Epoch [3][20/1253] lr: 7.500e-03, eta: 1 day, 4:42:16, time: 10.462, data_time: 9.850, memory: 8809, top1_acc: 0.4484, top5_acc: 0.6896, loss_cls: 2.4605, loss: 2.4605, grad_norm: 5.1038 2021-03-13 21:26:41,809 - mmaction - INFO - Epoch [3][40/1253] lr: 7.500e-03, eta: 1 day, 4:38:18, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.4503, top5_acc: 0.7003, loss_cls: 2.4429, loss: 2.4429, grad_norm: 5.1881 2021-03-13 21:26:54,156 - mmaction - INFO - Epoch [3][60/1253] lr: 7.500e-03, eta: 1 day, 4:34:28, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.4536, top5_acc: 0.6937, loss_cls: 2.4371, loss: 2.4371, grad_norm: 5.1702 2021-03-13 21:27:06,440 - mmaction - INFO - Epoch [3][80/1253] lr: 7.500e-03, eta: 1 day, 4:30:39, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.4536, top5_acc: 0.7070, loss_cls: 2.3970, loss: 2.3970, grad_norm: 5.1508 2021-03-13 21:27:18,792 - mmaction - INFO - Epoch [3][100/1253] lr: 7.500e-03, eta: 1 day, 4:26:57, time: 0.619, data_time: 0.005, memory: 8809, top1_acc: 0.4422, top5_acc: 0.7029, loss_cls: 2.4205, loss: 2.4205, grad_norm: 5.1139 2021-03-13 21:27:31,161 - mmaction - INFO - Epoch [3][120/1253] lr: 7.500e-03, eta: 1 day, 4:23:18, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.4477, top5_acc: 0.6932, loss_cls: 2.4520, loss: 2.4520, grad_norm: 5.0081 2021-03-13 21:27:43,432 - mmaction - INFO - Epoch [3][140/1253] lr: 7.500e-03, eta: 1 day, 4:19:37, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.4568, top5_acc: 0.6951, loss_cls: 2.4385, loss: 2.4385, grad_norm: 5.0210 2021-03-13 21:27:55,742 - mmaction - INFO - Epoch [3][160/1253] lr: 7.500e-03, eta: 1 day, 4:16:02, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.4523, top5_acc: 0.6966, loss_cls: 2.4359, loss: 2.4359, grad_norm: 5.0452 2021-03-13 21:28:08,020 - mmaction - INFO - Epoch [3][180/1253] lr: 7.500e-03, eta: 1 day, 4:12:28, time: 0.614, data_time: 0.004, memory: 8809, top1_acc: 0.4508, top5_acc: 0.6995, loss_cls: 2.4388, loss: 2.4388, grad_norm: 5.0796 2021-03-13 21:28:20,325 - mmaction - INFO - Epoch [3][200/1253] lr: 7.500e-03, eta: 1 day, 4:08:59, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.4466, top5_acc: 0.7039, loss_cls: 2.4264, loss: 2.4264, grad_norm: 5.1130 2021-03-13 21:28:32,528 - mmaction - INFO - Epoch [3][220/1253] lr: 7.500e-03, eta: 1 day, 4:05:28, time: 0.611, data_time: 0.004, memory: 8809, top1_acc: 0.4555, top5_acc: 0.7005, loss_cls: 2.3945, loss: 2.3945, grad_norm: 5.0562 2021-03-13 21:28:44,755 - mmaction - INFO - Epoch [3][240/1253] lr: 7.500e-03, eta: 1 day, 4:02:00, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.4617, top5_acc: 0.7003, loss_cls: 2.3930, loss: 2.3930, grad_norm: 5.1172 2021-03-13 21:28:57,002 - mmaction - INFO - Epoch [3][260/1253] lr: 7.500e-03, eta: 1 day, 3:58:37, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.4529, top5_acc: 0.7099, loss_cls: 2.3936, loss: 2.3936, grad_norm: 5.1319 2021-03-13 21:29:09,360 - mmaction - INFO - Epoch [3][280/1253] lr: 7.500e-03, eta: 1 day, 3:55:22, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.4359, top5_acc: 0.6995, loss_cls: 2.4605, loss: 2.4605, grad_norm: 5.1597 2021-03-13 21:29:21,622 - mmaction - INFO - Epoch [3][300/1253] lr: 7.500e-03, eta: 1 day, 3:52:03, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.4513, top5_acc: 0.6977, loss_cls: 2.4261, loss: 2.4261, grad_norm: 5.0904 2021-03-13 21:29:33,849 - mmaction - INFO - Epoch [3][320/1253] lr: 7.500e-03, eta: 1 day, 3:48:48, time: 0.612, data_time: 0.004, memory: 8809, top1_acc: 0.4708, top5_acc: 0.7164, loss_cls: 2.3310, loss: 2.3310, grad_norm: 4.9838 2021-03-13 21:29:46,058 - mmaction - INFO - Epoch [3][340/1253] lr: 7.500e-03, eta: 1 day, 3:45:33, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.4490, top5_acc: 0.7016, loss_cls: 2.4043, loss: 2.4043, grad_norm: 5.1270 2021-03-13 21:29:58,326 - mmaction - INFO - Epoch [3][360/1253] lr: 7.500e-03, eta: 1 day, 3:42:22, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.4474, top5_acc: 0.7021, loss_cls: 2.4303, loss: 2.4303, grad_norm: 5.2852 2021-03-13 21:30:10,569 - mmaction - INFO - Epoch [3][380/1253] lr: 7.500e-03, eta: 1 day, 3:39:15, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.4497, top5_acc: 0.6990, loss_cls: 2.4138, loss: 2.4138, grad_norm: 5.1009 2021-03-13 21:30:22,841 - mmaction - INFO - Epoch [3][400/1253] lr: 7.500e-03, eta: 1 day, 3:36:11, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.4487, top5_acc: 0.7099, loss_cls: 2.3921, loss: 2.3921, grad_norm: 5.1251 2021-03-13 21:30:35,046 - mmaction - INFO - Epoch [3][420/1253] lr: 7.500e-03, eta: 1 day, 3:33:06, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.4578, top5_acc: 0.7174, loss_cls: 2.3656, loss: 2.3656, grad_norm: 5.0735 2021-03-13 21:30:47,351 - mmaction - INFO - Epoch [3][440/1253] lr: 7.500e-03, eta: 1 day, 3:30:08, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.4367, top5_acc: 0.7010, loss_cls: 2.4278, loss: 2.4278, grad_norm: 5.2579 2021-03-13 21:30:59,710 - mmaction - INFO - Epoch [3][460/1253] lr: 7.500e-03, eta: 1 day, 3:27:13, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.4531, top5_acc: 0.7005, loss_cls: 2.4253, loss: 2.4253, grad_norm: 5.2136 2021-03-13 21:31:11,955 - mmaction - INFO - Epoch [3][480/1253] lr: 7.500e-03, eta: 1 day, 3:24:17, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.4529, top5_acc: 0.7146, loss_cls: 2.3724, loss: 2.3724, grad_norm: 5.1636 2021-03-13 21:31:24,242 - mmaction - INFO - Epoch [3][500/1253] lr: 7.500e-03, eta: 1 day, 3:21:24, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.4503, top5_acc: 0.7010, loss_cls: 2.4189, loss: 2.4189, grad_norm: 5.2237 2021-03-13 21:31:36,453 - mmaction - INFO - Epoch [3][520/1253] lr: 7.500e-03, eta: 1 day, 3:18:31, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.4549, top5_acc: 0.7063, loss_cls: 2.4137, loss: 2.4137, grad_norm: 5.1347 2021-03-13 21:31:48,725 - mmaction - INFO - Epoch [3][540/1253] lr: 7.500e-03, eta: 1 day, 3:15:42, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.4570, top5_acc: 0.7044, loss_cls: 2.3865, loss: 2.3865, grad_norm: 5.0824 2021-03-13 21:32:01,014 - mmaction - INFO - Epoch [3][560/1253] lr: 7.500e-03, eta: 1 day, 3:12:55, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.4591, top5_acc: 0.7023, loss_cls: 2.3919, loss: 2.3919, grad_norm: 5.1240 2021-03-13 21:32:13,223 - mmaction - INFO - Epoch [3][580/1253] lr: 7.500e-03, eta: 1 day, 3:10:08, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.4674, top5_acc: 0.7039, loss_cls: 2.3721, loss: 2.3721, grad_norm: 5.0425 2021-03-13 21:32:25,448 - mmaction - INFO - Epoch [3][600/1253] lr: 7.500e-03, eta: 1 day, 3:07:24, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.4560, top5_acc: 0.6974, loss_cls: 2.3734, loss: 2.3734, grad_norm: 5.1244 2021-03-13 21:32:37,665 - mmaction - INFO - Epoch [3][620/1253] lr: 7.500e-03, eta: 1 day, 3:04:40, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.4521, top5_acc: 0.7023, loss_cls: 2.4020, loss: 2.4020, grad_norm: 5.1938 2021-03-13 21:32:50,019 - mmaction - INFO - Epoch [3][640/1253] lr: 7.500e-03, eta: 1 day, 3:02:05, time: 0.618, data_time: 0.004, memory: 8809, top1_acc: 0.4560, top5_acc: 0.7065, loss_cls: 2.3898, loss: 2.3898, grad_norm: 5.1761 2021-03-13 21:33:02,339 - mmaction - INFO - Epoch [3][660/1253] lr: 7.500e-03, eta: 1 day, 2:59:29, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.4443, top5_acc: 0.6966, loss_cls: 2.4387, loss: 2.4387, grad_norm: 5.3098 2021-03-13 21:33:14,593 - mmaction - INFO - Epoch [3][680/1253] lr: 7.500e-03, eta: 1 day, 2:56:53, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.4589, top5_acc: 0.7005, loss_cls: 2.4213, loss: 2.4213, grad_norm: 5.1213 2021-03-13 21:33:26,890 - mmaction - INFO - Epoch [3][700/1253] lr: 7.500e-03, eta: 1 day, 2:54:21, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.4594, top5_acc: 0.7065, loss_cls: 2.4162, loss: 2.4162, grad_norm: 5.2017 2021-03-13 21:33:39,196 - mmaction - INFO - Epoch [3][720/1253] lr: 7.500e-03, eta: 1 day, 2:51:49, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.4539, top5_acc: 0.6992, loss_cls: 2.4539, loss: 2.4539, grad_norm: 5.2523 2021-03-13 21:33:51,502 - mmaction - INFO - Epoch [3][740/1253] lr: 7.500e-03, eta: 1 day, 2:49:21, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.4552, top5_acc: 0.7003, loss_cls: 2.4312, loss: 2.4312, grad_norm: 5.1762 2021-03-13 21:34:03,753 - mmaction - INFO - Epoch [3][760/1253] lr: 7.500e-03, eta: 1 day, 2:46:51, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.4602, top5_acc: 0.6990, loss_cls: 2.4098, loss: 2.4098, grad_norm: 5.1010 2021-03-13 21:34:15,997 - mmaction - INFO - Epoch [3][780/1253] lr: 7.500e-03, eta: 1 day, 2:44:24, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.4682, top5_acc: 0.7073, loss_cls: 2.3892, loss: 2.3892, grad_norm: 5.1130 2021-03-13 21:34:28,210 - mmaction - INFO - Epoch [3][800/1253] lr: 7.500e-03, eta: 1 day, 2:41:56, time: 0.610, data_time: 0.004, memory: 8809, top1_acc: 0.4453, top5_acc: 0.6964, loss_cls: 2.4167, loss: 2.4167, grad_norm: 5.1878 2021-03-13 21:34:40,529 - mmaction - INFO - Epoch [3][820/1253] lr: 7.500e-03, eta: 1 day, 2:39:34, time: 0.617, data_time: 0.004, memory: 8809, top1_acc: 0.4716, top5_acc: 0.7177, loss_cls: 2.3620, loss: 2.3620, grad_norm: 5.1431 2021-03-13 21:34:52,743 - mmaction - INFO - Epoch [3][840/1253] lr: 7.500e-03, eta: 1 day, 2:37:11, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.4526, top5_acc: 0.7120, loss_cls: 2.3747, loss: 2.3747, grad_norm: 5.1683 2021-03-13 21:35:05,068 - mmaction - INFO - Epoch [3][860/1253] lr: 7.500e-03, eta: 1 day, 2:34:52, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.4594, top5_acc: 0.7104, loss_cls: 2.3501, loss: 2.3501, grad_norm: 5.2242 2021-03-13 21:35:17,372 - mmaction - INFO - Epoch [3][880/1253] lr: 7.500e-03, eta: 1 day, 2:32:34, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.4641, top5_acc: 0.7042, loss_cls: 2.3736, loss: 2.3736, grad_norm: 5.1068 2021-03-13 21:35:29,768 - mmaction - INFO - Epoch [3][900/1253] lr: 7.500e-03, eta: 1 day, 2:30:21, time: 0.620, data_time: 0.004, memory: 8809, top1_acc: 0.4516, top5_acc: 0.7010, loss_cls: 2.4134, loss: 2.4134, grad_norm: 5.1762 2021-03-13 21:35:42,132 - mmaction - INFO - Epoch [3][920/1253] lr: 7.500e-03, eta: 1 day, 2:28:08, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.4617, top5_acc: 0.7081, loss_cls: 2.3946, loss: 2.3946, grad_norm: 5.1992 2021-03-13 21:35:54,386 - mmaction - INFO - Epoch [3][940/1253] lr: 7.500e-03, eta: 1 day, 2:25:53, time: 0.613, data_time: 0.004, memory: 8809, top1_acc: 0.4622, top5_acc: 0.7070, loss_cls: 2.3895, loss: 2.3895, grad_norm: 5.1786 2021-03-13 21:36:06,788 - mmaction - INFO - Epoch [3][960/1253] lr: 7.500e-03, eta: 1 day, 2:23:44, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.4690, top5_acc: 0.7081, loss_cls: 2.3616, loss: 2.3616, grad_norm: 5.1689 2021-03-13 21:36:19,036 - mmaction - INFO - Epoch [3][980/1253] lr: 7.500e-03, eta: 1 day, 2:21:31, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.4635, top5_acc: 0.6953, loss_cls: 2.4179, loss: 2.4179, grad_norm: 5.2643 2021-03-13 21:36:31,371 - mmaction - INFO - Epoch [3][1000/1253] lr: 7.500e-03, eta: 1 day, 2:19:23, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.4424, top5_acc: 0.6966, loss_cls: 2.4396, loss: 2.4396, grad_norm: 5.2579 2021-03-13 21:36:43,739 - mmaction - INFO - Epoch [3][1020/1253] lr: 7.500e-03, eta: 1 day, 2:17:17, time: 0.618, data_time: 0.004, memory: 8809, top1_acc: 0.4685, top5_acc: 0.7060, loss_cls: 2.3493, loss: 2.3493, grad_norm: 5.0614 2021-03-13 21:36:56,046 - mmaction - INFO - Epoch [3][1040/1253] lr: 7.500e-03, eta: 1 day, 2:15:11, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.4773, top5_acc: 0.7172, loss_cls: 2.3107, loss: 2.3107, grad_norm: 5.0312 2021-03-13 21:37:08,419 - mmaction - INFO - Epoch [3][1060/1253] lr: 7.500e-03, eta: 1 day, 2:13:07, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.4591, top5_acc: 0.7010, loss_cls: 2.3709, loss: 2.3709, grad_norm: 5.1965 2021-03-13 21:37:20,670 - mmaction - INFO - Epoch [3][1080/1253] lr: 7.500e-03, eta: 1 day, 2:11:01, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.4516, top5_acc: 0.6940, loss_cls: 2.4373, loss: 2.4373, grad_norm: 5.2438 2021-03-13 21:37:33,021 - mmaction - INFO - Epoch [3][1100/1253] lr: 7.500e-03, eta: 1 day, 2:08:59, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.4654, top5_acc: 0.7078, loss_cls: 2.3521, loss: 2.3521, grad_norm: 5.1809 2021-03-13 21:37:45,215 - mmaction - INFO - Epoch [3][1120/1253] lr: 7.500e-03, eta: 1 day, 2:06:54, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.4492, top5_acc: 0.6995, loss_cls: 2.4301, loss: 2.4301, grad_norm: 5.2387 2021-03-13 21:37:57,549 - mmaction - INFO - Epoch [3][1140/1253] lr: 7.500e-03, eta: 1 day, 2:04:55, time: 0.617, data_time: 0.004, memory: 8809, top1_acc: 0.4529, top5_acc: 0.6982, loss_cls: 2.4384, loss: 2.4384, grad_norm: 5.1772 2021-03-13 21:38:09,741 - mmaction - INFO - Epoch [3][1160/1253] lr: 7.500e-03, eta: 1 day, 2:02:52, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.4664, top5_acc: 0.7047, loss_cls: 2.3660, loss: 2.3660, grad_norm: 5.0873 2021-03-13 21:38:22,008 - mmaction - INFO - Epoch [3][1180/1253] lr: 7.500e-03, eta: 1 day, 2:00:52, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.4602, top5_acc: 0.7221, loss_cls: 2.3558, loss: 2.3558, grad_norm: 5.1542 2021-03-13 21:38:34,386 - mmaction - INFO - Epoch [3][1200/1253] lr: 7.500e-03, eta: 1 day, 1:58:57, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.4716, top5_acc: 0.7125, loss_cls: 2.3332, loss: 2.3332, grad_norm: 5.0504 2021-03-13 21:38:46,701 - mmaction - INFO - Epoch [3][1220/1253] lr: 7.500e-03, eta: 1 day, 1:57:02, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.4786, top5_acc: 0.7198, loss_cls: 2.3016, loss: 2.3016, grad_norm: 5.0393 2021-03-13 21:38:58,972 - mmaction - INFO - Epoch [3][1240/1253] lr: 7.500e-03, eta: 1 day, 1:55:07, time: 0.615, data_time: 0.004, memory: 8809, top1_acc: 0.4698, top5_acc: 0.7060, loss_cls: 2.3214, loss: 2.3214, grad_norm: 5.0586 2021-03-13 21:42:34,899 - mmaction - INFO - Epoch [4][20/1253] lr: 7.500e-03, eta: 1 day, 3:31:40, time: 10.314, data_time: 9.658, memory: 8809, top1_acc: 0.4729, top5_acc: 0.7060, loss_cls: 2.3100, loss: 2.3100, grad_norm: 5.0906 2021-03-13 21:42:47,159 - mmaction - INFO - Epoch [4][40/1253] lr: 7.500e-03, eta: 1 day, 3:29:13, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.4766, top5_acc: 0.7078, loss_cls: 2.3461, loss: 2.3461, grad_norm: 5.2118 2021-03-13 21:42:59,436 - mmaction - INFO - Epoch [4][60/1253] lr: 7.500e-03, eta: 1 day, 3:26:48, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.4797, top5_acc: 0.7323, loss_cls: 2.2774, loss: 2.2774, grad_norm: 5.1154 2021-03-13 21:43:11,707 - mmaction - INFO - Epoch [4][80/1253] lr: 7.500e-03, eta: 1 day, 3:24:27, time: 0.617, data_time: 0.004, memory: 8809, top1_acc: 0.4846, top5_acc: 0.7341, loss_cls: 2.2428, loss: 2.2428, grad_norm: 5.0191 2021-03-13 21:43:23,965 - mmaction - INFO - Epoch [4][100/1253] lr: 7.500e-03, eta: 1 day, 3:22:05, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.4680, top5_acc: 0.7099, loss_cls: 2.3397, loss: 2.3397, grad_norm: 5.1369 2021-03-13 21:43:36,224 - mmaction - INFO - Epoch [4][120/1253] lr: 7.500e-03, eta: 1 day, 3:19:45, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.4846, top5_acc: 0.7292, loss_cls: 2.2466, loss: 2.2466, grad_norm: 5.0675 2021-03-13 21:43:48,536 - mmaction - INFO - Epoch [4][140/1253] lr: 7.500e-03, eta: 1 day, 3:17:28, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.4805, top5_acc: 0.7258, loss_cls: 2.2533, loss: 2.2533, grad_norm: 5.1558 2021-03-13 21:44:00,915 - mmaction - INFO - Epoch [4][160/1253] lr: 7.500e-03, eta: 1 day, 3:15:14, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.4740, top5_acc: 0.7206, loss_cls: 2.2710, loss: 2.2710, grad_norm: 5.1071 2021-03-13 21:44:13,136 - mmaction - INFO - Epoch [4][180/1253] lr: 7.500e-03, eta: 1 day, 3:12:55, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.4750, top5_acc: 0.7289, loss_cls: 2.3003, loss: 2.3003, grad_norm: 5.2067 2021-03-13 21:44:25,370 - mmaction - INFO - Epoch [4][200/1253] lr: 7.500e-03, eta: 1 day, 3:10:39, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.4839, top5_acc: 0.7177, loss_cls: 2.2899, loss: 2.2899, grad_norm: 5.1924 2021-03-13 21:44:37,625 - mmaction - INFO - Epoch [4][220/1253] lr: 7.500e-03, eta: 1 day, 3:08:25, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.4883, top5_acc: 0.7263, loss_cls: 2.2479, loss: 2.2479, grad_norm: 5.1188 2021-03-13 21:44:49,962 - mmaction - INFO - Epoch [4][240/1253] lr: 7.500e-03, eta: 1 day, 3:06:15, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.4794, top5_acc: 0.7221, loss_cls: 2.2947, loss: 2.2947, grad_norm: 5.2056 2021-03-13 21:45:02,319 - mmaction - INFO - Epoch [4][260/1253] lr: 7.500e-03, eta: 1 day, 3:04:06, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.4701, top5_acc: 0.7211, loss_cls: 2.3193, loss: 2.3193, grad_norm: 5.3070 2021-03-13 21:45:14,777 - mmaction - INFO - Epoch [4][280/1253] lr: 7.500e-03, eta: 1 day, 3:02:02, time: 0.624, data_time: 0.003, memory: 8809, top1_acc: 0.4805, top5_acc: 0.7156, loss_cls: 2.2957, loss: 2.2957, grad_norm: 5.1337 2021-03-13 21:45:27,100 - mmaction - INFO - Epoch [4][300/1253] lr: 7.500e-03, eta: 1 day, 2:59:55, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.4729, top5_acc: 0.7247, loss_cls: 2.2978, loss: 2.2978, grad_norm: 5.1328 2021-03-13 21:45:39,468 - mmaction - INFO - Epoch [4][320/1253] lr: 7.500e-03, eta: 1 day, 2:57:49, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.4805, top5_acc: 0.7195, loss_cls: 2.2906, loss: 2.2906, grad_norm: 5.2169 2021-03-13 21:45:51,771 - mmaction - INFO - Epoch [4][340/1253] lr: 7.500e-03, eta: 1 day, 2:55:43, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.4763, top5_acc: 0.7190, loss_cls: 2.3127, loss: 2.3127, grad_norm: 5.3191 2021-03-13 21:46:04,108 - mmaction - INFO - Epoch [4][360/1253] lr: 7.500e-03, eta: 1 day, 2:53:40, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.4859, top5_acc: 0.7208, loss_cls: 2.2568, loss: 2.2568, grad_norm: 5.1465 2021-03-13 21:46:16,394 - mmaction - INFO - Epoch [4][380/1253] lr: 7.500e-03, eta: 1 day, 2:51:35, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.4727, top5_acc: 0.7216, loss_cls: 2.2987, loss: 2.2987, grad_norm: 5.3122 2021-03-13 21:46:28,726 - mmaction - INFO - Epoch [4][400/1253] lr: 7.500e-03, eta: 1 day, 2:49:34, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.4680, top5_acc: 0.7107, loss_cls: 2.3174, loss: 2.3174, grad_norm: 5.3029 2021-03-13 21:46:40,983 - mmaction - INFO - Epoch [4][420/1253] lr: 7.500e-03, eta: 1 day, 2:47:31, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.4789, top5_acc: 0.7216, loss_cls: 2.2683, loss: 2.2683, grad_norm: 5.2026 2021-03-13 21:46:53,272 - mmaction - INFO - Epoch [4][440/1253] lr: 7.500e-03, eta: 1 day, 2:45:30, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.4826, top5_acc: 0.7201, loss_cls: 2.2770, loss: 2.2770, grad_norm: 5.1722 2021-03-13 21:47:05,593 - mmaction - INFO - Epoch [4][460/1253] lr: 7.500e-03, eta: 1 day, 2:43:31, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.4951, top5_acc: 0.7380, loss_cls: 2.2159, loss: 2.2159, grad_norm: 5.1526 2021-03-13 21:47:17,790 - mmaction - INFO - Epoch [4][480/1253] lr: 7.500e-03, eta: 1 day, 2:41:30, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.4901, top5_acc: 0.7281, loss_cls: 2.2634, loss: 2.2634, grad_norm: 5.1610 2021-03-13 21:47:30,089 - mmaction - INFO - Epoch [4][500/1253] lr: 7.500e-03, eta: 1 day, 2:39:32, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.4669, top5_acc: 0.7159, loss_cls: 2.3166, loss: 2.3166, grad_norm: 5.2851 2021-03-13 21:47:42,407 - mmaction - INFO - Epoch [4][520/1253] lr: 7.500e-03, eta: 1 day, 2:37:36, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.4695, top5_acc: 0.7128, loss_cls: 2.3184, loss: 2.3184, grad_norm: 5.2789 2021-03-13 21:47:54,644 - mmaction - INFO - Epoch [4][540/1253] lr: 7.500e-03, eta: 1 day, 2:35:39, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.4745, top5_acc: 0.7164, loss_cls: 2.3060, loss: 2.3060, grad_norm: 5.3026 2021-03-13 21:48:06,837 - mmaction - INFO - Epoch [4][560/1253] lr: 7.500e-03, eta: 1 day, 2:33:42, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.4729, top5_acc: 0.7180, loss_cls: 2.2753, loss: 2.2753, grad_norm: 5.2186 2021-03-13 21:48:19,212 - mmaction - INFO - Epoch [4][580/1253] lr: 7.500e-03, eta: 1 day, 2:31:50, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.4768, top5_acc: 0.7214, loss_cls: 2.3028, loss: 2.3028, grad_norm: 5.2939 2021-03-13 21:48:31,621 - mmaction - INFO - Epoch [4][600/1253] lr: 7.500e-03, eta: 1 day, 2:30:00, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.4802, top5_acc: 0.7211, loss_cls: 2.2756, loss: 2.2756, grad_norm: 5.0810 2021-03-13 21:48:43,841 - mmaction - INFO - Epoch [4][620/1253] lr: 7.500e-03, eta: 1 day, 2:28:07, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.4648, top5_acc: 0.7151, loss_cls: 2.3402, loss: 2.3402, grad_norm: 5.2652 2021-03-13 21:48:56,162 - mmaction - INFO - Epoch [4][640/1253] lr: 7.500e-03, eta: 1 day, 2:26:16, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.4771, top5_acc: 0.7307, loss_cls: 2.2840, loss: 2.2840, grad_norm: 5.1960 2021-03-13 21:49:08,501 - mmaction - INFO - Epoch [4][660/1253] lr: 7.500e-03, eta: 1 day, 2:24:27, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.4784, top5_acc: 0.7216, loss_cls: 2.2763, loss: 2.2763, grad_norm: 5.2129 2021-03-13 21:49:20,837 - mmaction - INFO - Epoch [4][680/1253] lr: 7.500e-03, eta: 1 day, 2:22:39, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.4656, top5_acc: 0.7122, loss_cls: 2.3692, loss: 2.3692, grad_norm: 5.3102 2021-03-13 21:49:33,140 - mmaction - INFO - Epoch [4][700/1253] lr: 7.500e-03, eta: 1 day, 2:20:51, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.4870, top5_acc: 0.7195, loss_cls: 2.2702, loss: 2.2702, grad_norm: 5.1716 2021-03-13 21:49:45,490 - mmaction - INFO - Epoch [4][720/1253] lr: 7.500e-03, eta: 1 day, 2:19:05, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.4737, top5_acc: 0.7078, loss_cls: 2.3291, loss: 2.3291, grad_norm: 5.1886 2021-03-13 21:49:57,927 - mmaction - INFO - Epoch [4][740/1253] lr: 7.500e-03, eta: 1 day, 2:17:22, time: 0.622, data_time: 0.001, memory: 8809, top1_acc: 0.4773, top5_acc: 0.7115, loss_cls: 2.3105, loss: 2.3105, grad_norm: 5.2064 2021-03-13 21:50:10,336 - mmaction - INFO - Epoch [4][760/1253] lr: 7.500e-03, eta: 1 day, 2:15:39, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.4664, top5_acc: 0.7201, loss_cls: 2.3203, loss: 2.3203, grad_norm: 5.2569 2021-03-13 21:50:22,643 - mmaction - INFO - Epoch [4][780/1253] lr: 7.500e-03, eta: 1 day, 2:13:55, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.4799, top5_acc: 0.7219, loss_cls: 2.2755, loss: 2.2755, grad_norm: 5.1378 2021-03-13 21:50:34,893 - mmaction - INFO - Epoch [4][800/1253] lr: 7.500e-03, eta: 1 day, 2:12:09, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.4737, top5_acc: 0.7214, loss_cls: 2.2961, loss: 2.2961, grad_norm: 5.2214 2021-03-13 21:50:47,153 - mmaction - INFO - Epoch [4][820/1253] lr: 7.500e-03, eta: 1 day, 2:10:24, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.4945, top5_acc: 0.7292, loss_cls: 2.2692, loss: 2.2692, grad_norm: 5.1720 2021-03-13 21:50:59,388 - mmaction - INFO - Epoch [4][840/1253] lr: 7.500e-03, eta: 1 day, 2:08:41, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.4914, top5_acc: 0.7258, loss_cls: 2.2528, loss: 2.2528, grad_norm: 5.2011 2021-03-13 21:51:11,724 - mmaction - INFO - Epoch [4][860/1253] lr: 7.500e-03, eta: 1 day, 2:07:00, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.4784, top5_acc: 0.7169, loss_cls: 2.3114, loss: 2.3114, grad_norm: 5.3002 2021-03-13 21:51:24,062 - mmaction - INFO - Epoch [4][880/1253] lr: 7.500e-03, eta: 1 day, 2:05:20, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.4755, top5_acc: 0.7135, loss_cls: 2.2833, loss: 2.2833, grad_norm: 5.2081 2021-03-13 21:51:36,352 - mmaction - INFO - Epoch [4][900/1253] lr: 7.500e-03, eta: 1 day, 2:03:39, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.4818, top5_acc: 0.7266, loss_cls: 2.2527, loss: 2.2527, grad_norm: 5.1697 2021-03-13 21:51:48,809 - mmaction - INFO - Epoch [4][920/1253] lr: 7.500e-03, eta: 1 day, 2:02:04, time: 0.622, data_time: 0.002, memory: 8809, top1_acc: 0.4776, top5_acc: 0.7312, loss_cls: 2.2558, loss: 2.2558, grad_norm: 5.1708 2021-03-13 21:52:01,047 - mmaction - INFO - Epoch [4][940/1253] lr: 7.500e-03, eta: 1 day, 2:00:24, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.4948, top5_acc: 0.7365, loss_cls: 2.2142, loss: 2.2142, grad_norm: 5.0738 2021-03-13 21:52:13,314 - mmaction - INFO - Epoch [4][960/1253] lr: 7.500e-03, eta: 1 day, 1:58:45, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.4789, top5_acc: 0.7219, loss_cls: 2.2771, loss: 2.2771, grad_norm: 5.2141 2021-03-13 21:52:25,652 - mmaction - INFO - Epoch [4][980/1253] lr: 7.500e-03, eta: 1 day, 1:57:09, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.4820, top5_acc: 0.7247, loss_cls: 2.2477, loss: 2.2477, grad_norm: 5.2746 2021-03-13 21:52:38,020 - mmaction - INFO - Epoch [4][1000/1253] lr: 7.500e-03, eta: 1 day, 1:55:34, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.4766, top5_acc: 0.7195, loss_cls: 2.3091, loss: 2.3091, grad_norm: 5.3430 2021-03-13 21:52:50,399 - mmaction - INFO - Epoch [4][1020/1253] lr: 7.500e-03, eta: 1 day, 1:54:00, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.4813, top5_acc: 0.7112, loss_cls: 2.3342, loss: 2.3342, grad_norm: 5.2382 2021-03-13 21:53:02,677 - mmaction - INFO - Epoch [4][1040/1253] lr: 7.500e-03, eta: 1 day, 1:52:24, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.4917, top5_acc: 0.7180, loss_cls: 2.2960, loss: 2.2960, grad_norm: 5.2547 2021-03-13 21:53:14,978 - mmaction - INFO - Epoch [4][1060/1253] lr: 7.500e-03, eta: 1 day, 1:50:50, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.4693, top5_acc: 0.7154, loss_cls: 2.3485, loss: 2.3485, grad_norm: 5.3306 2021-03-13 21:53:27,274 - mmaction - INFO - Epoch [4][1080/1253] lr: 7.500e-03, eta: 1 day, 1:49:16, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.4693, top5_acc: 0.7094, loss_cls: 2.3279, loss: 2.3279, grad_norm: 5.2775 2021-03-13 21:53:39,569 - mmaction - INFO - Epoch [4][1100/1253] lr: 7.500e-03, eta: 1 day, 1:47:43, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.4839, top5_acc: 0.7185, loss_cls: 2.2897, loss: 2.2897, grad_norm: 5.1916 2021-03-13 21:53:51,763 - mmaction - INFO - Epoch [4][1120/1253] lr: 7.500e-03, eta: 1 day, 1:46:08, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.4716, top5_acc: 0.7221, loss_cls: 2.3013, loss: 2.3013, grad_norm: 5.2047 2021-03-13 21:54:03,993 - mmaction - INFO - Epoch [4][1140/1253] lr: 7.500e-03, eta: 1 day, 1:44:34, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.4784, top5_acc: 0.7172, loss_cls: 2.3127, loss: 2.3127, grad_norm: 5.3034 2021-03-13 21:54:16,239 - mmaction - INFO - Epoch [4][1160/1253] lr: 7.500e-03, eta: 1 day, 1:43:02, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.4828, top5_acc: 0.7221, loss_cls: 2.3091, loss: 2.3091, grad_norm: 5.1928 2021-03-13 21:54:28,423 - mmaction - INFO - Epoch [4][1180/1253] lr: 7.500e-03, eta: 1 day, 1:41:28, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.4839, top5_acc: 0.7203, loss_cls: 2.2803, loss: 2.2803, grad_norm: 5.1913 2021-03-13 21:54:40,635 - mmaction - INFO - Epoch [4][1200/1253] lr: 7.500e-03, eta: 1 day, 1:39:56, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.4867, top5_acc: 0.7214, loss_cls: 2.2734, loss: 2.2734, grad_norm: 5.3034 2021-03-13 21:54:52,796 - mmaction - INFO - Epoch [4][1220/1253] lr: 7.500e-03, eta: 1 day, 1:38:24, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.4750, top5_acc: 0.7201, loss_cls: 2.3176, loss: 2.3176, grad_norm: 5.2632 2021-03-13 21:55:05,165 - mmaction - INFO - Epoch [4][1240/1253] lr: 7.500e-03, eta: 1 day, 1:36:57, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.4818, top5_acc: 0.7258, loss_cls: 2.2531, loss: 2.2531, grad_norm: 5.1538 2021-03-13 21:58:40,351 - mmaction - INFO - Epoch [5][20/1253] lr: 7.500e-03, eta: 1 day, 2:48:21, time: 10.279, data_time: 9.621, memory: 8809, top1_acc: 0.4924, top5_acc: 0.7292, loss_cls: 2.2280, loss: 2.2280, grad_norm: 5.2563 2021-03-13 21:58:52,524 - mmaction - INFO - Epoch [5][40/1253] lr: 7.500e-03, eta: 1 day, 2:46:32, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.4984, top5_acc: 0.7404, loss_cls: 2.1966, loss: 2.1966, grad_norm: 5.1682 2021-03-13 21:59:04,772 - mmaction - INFO - Epoch [5][60/1253] lr: 7.500e-03, eta: 1 day, 2:44:46, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.4951, top5_acc: 0.7253, loss_cls: 2.2188, loss: 2.2188, grad_norm: 5.1322 2021-03-13 21:59:16,949 - mmaction - INFO - Epoch [5][80/1253] lr: 7.500e-03, eta: 1 day, 2:43:00, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.4859, top5_acc: 0.7263, loss_cls: 2.2351, loss: 2.2351, grad_norm: 5.1544 2021-03-13 21:59:29,234 - mmaction - INFO - Epoch [5][100/1253] lr: 7.500e-03, eta: 1 day, 2:41:16, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.4818, top5_acc: 0.7188, loss_cls: 2.2672, loss: 2.2672, grad_norm: 5.2580 2021-03-13 21:59:41,409 - mmaction - INFO - Epoch [5][120/1253] lr: 7.500e-03, eta: 1 day, 2:39:31, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.4885, top5_acc: 0.7227, loss_cls: 2.2254, loss: 2.2254, grad_norm: 5.2758 2021-03-13 21:59:53,767 - mmaction - INFO - Epoch [5][140/1253] lr: 7.500e-03, eta: 1 day, 2:37:51, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.4938, top5_acc: 0.7260, loss_cls: 2.2365, loss: 2.2365, grad_norm: 5.2878 2021-03-13 22:00:06,115 - mmaction - INFO - Epoch [5][160/1253] lr: 7.500e-03, eta: 1 day, 2:36:11, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.4760, top5_acc: 0.7164, loss_cls: 2.2726, loss: 2.2726, grad_norm: 5.3360 2021-03-13 22:00:18,488 - mmaction - INFO - Epoch [5][180/1253] lr: 7.500e-03, eta: 1 day, 2:34:32, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.4716, top5_acc: 0.7146, loss_cls: 2.2955, loss: 2.2955, grad_norm: 5.2053 2021-03-13 22:00:30,843 - mmaction - INFO - Epoch [5][200/1253] lr: 7.500e-03, eta: 1 day, 2:32:54, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.4982, top5_acc: 0.7388, loss_cls: 2.2341, loss: 2.2341, grad_norm: 5.1562 2021-03-13 22:00:43,100 - mmaction - INFO - Epoch [5][220/1253] lr: 7.500e-03, eta: 1 day, 2:31:14, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.4810, top5_acc: 0.7169, loss_cls: 2.3096, loss: 2.3096, grad_norm: 5.2930 2021-03-13 22:00:55,355 - mmaction - INFO - Epoch [5][240/1253] lr: 7.500e-03, eta: 1 day, 2:29:35, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.4862, top5_acc: 0.7302, loss_cls: 2.2330, loss: 2.2330, grad_norm: 5.2330 2021-03-13 22:01:07,534 - mmaction - INFO - Epoch [5][260/1253] lr: 7.500e-03, eta: 1 day, 2:27:54, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.4943, top5_acc: 0.7357, loss_cls: 2.1957, loss: 2.1957, grad_norm: 5.1618 2021-03-13 22:01:19,869 - mmaction - INFO - Epoch [5][280/1253] lr: 7.500e-03, eta: 1 day, 2:26:18, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.4935, top5_acc: 0.7305, loss_cls: 2.2153, loss: 2.2153, grad_norm: 5.1737 2021-03-13 22:01:32,132 - mmaction - INFO - Epoch [5][300/1253] lr: 7.500e-03, eta: 1 day, 2:24:41, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.4943, top5_acc: 0.7299, loss_cls: 2.2081, loss: 2.2081, grad_norm: 5.2630 2021-03-13 22:01:44,425 - mmaction - INFO - Epoch [5][320/1253] lr: 7.500e-03, eta: 1 day, 2:23:05, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.4846, top5_acc: 0.7331, loss_cls: 2.2086, loss: 2.2086, grad_norm: 5.2860 2021-03-13 22:01:56,704 - mmaction - INFO - Epoch [5][340/1253] lr: 7.500e-03, eta: 1 day, 2:21:29, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.4984, top5_acc: 0.7375, loss_cls: 2.1924, loss: 2.1924, grad_norm: 5.2957 2021-03-13 22:02:09,002 - mmaction - INFO - Epoch [5][360/1253] lr: 7.500e-03, eta: 1 day, 2:19:55, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.4865, top5_acc: 0.7307, loss_cls: 2.2340, loss: 2.2340, grad_norm: 5.3082 2021-03-13 22:02:21,415 - mmaction - INFO - Epoch [5][380/1253] lr: 7.500e-03, eta: 1 day, 2:18:24, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.4867, top5_acc: 0.7255, loss_cls: 2.2701, loss: 2.2701, grad_norm: 5.2914 2021-03-13 22:02:33,770 - mmaction - INFO - Epoch [5][400/1253] lr: 7.500e-03, eta: 1 day, 2:16:52, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.4904, top5_acc: 0.7294, loss_cls: 2.2443, loss: 2.2443, grad_norm: 5.2802 2021-03-13 22:02:46,065 - mmaction - INFO - Epoch [5][420/1253] lr: 7.500e-03, eta: 1 day, 2:15:19, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.4904, top5_acc: 0.7341, loss_cls: 2.2138, loss: 2.2138, grad_norm: 5.2161 2021-03-13 22:02:58,310 - mmaction - INFO - Epoch [5][440/1253] lr: 7.500e-03, eta: 1 day, 2:13:46, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.4924, top5_acc: 0.7310, loss_cls: 2.1987, loss: 2.1987, grad_norm: 5.2078 2021-03-13 22:03:10,535 - mmaction - INFO - Epoch [5][460/1253] lr: 7.500e-03, eta: 1 day, 2:12:13, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.4909, top5_acc: 0.7341, loss_cls: 2.2029, loss: 2.2029, grad_norm: 5.1494 2021-03-13 22:03:22,806 - mmaction - INFO - Epoch [5][480/1253] lr: 7.500e-03, eta: 1 day, 2:10:41, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.4844, top5_acc: 0.7367, loss_cls: 2.1961, loss: 2.1961, grad_norm: 5.2283 2021-03-13 22:03:35,146 - mmaction - INFO - Epoch [5][500/1253] lr: 7.500e-03, eta: 1 day, 2:09:12, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.4961, top5_acc: 0.7404, loss_cls: 2.1838, loss: 2.1838, grad_norm: 5.2302 2021-03-13 22:03:47,379 - mmaction - INFO - Epoch [5][520/1253] lr: 7.500e-03, eta: 1 day, 2:07:41, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.4828, top5_acc: 0.7177, loss_cls: 2.2633, loss: 2.2633, grad_norm: 5.3159 2021-03-13 22:03:59,517 - mmaction - INFO - Epoch [5][540/1253] lr: 7.500e-03, eta: 1 day, 2:06:08, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.5044, top5_acc: 0.7435, loss_cls: 2.1345, loss: 2.1345, grad_norm: 5.2420 2021-03-13 22:04:11,792 - mmaction - INFO - Epoch [5][560/1253] lr: 7.500e-03, eta: 1 day, 2:04:38, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.4919, top5_acc: 0.7357, loss_cls: 2.1956, loss: 2.1956, grad_norm: 5.3088 2021-03-13 22:04:24,021 - mmaction - INFO - Epoch [5][580/1253] lr: 7.500e-03, eta: 1 day, 2:03:09, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.4693, top5_acc: 0.7185, loss_cls: 2.2859, loss: 2.2859, grad_norm: 5.2557 2021-03-13 22:04:36,337 - mmaction - INFO - Epoch [5][600/1253] lr: 7.500e-03, eta: 1 day, 2:01:42, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.4758, top5_acc: 0.7310, loss_cls: 2.2714, loss: 2.2714, grad_norm: 5.3338 2021-03-13 22:04:48,634 - mmaction - INFO - Epoch [5][620/1253] lr: 7.500e-03, eta: 1 day, 2:00:15, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.4995, top5_acc: 0.7263, loss_cls: 2.2050, loss: 2.2050, grad_norm: 5.2343 2021-03-13 22:05:00,915 - mmaction - INFO - Epoch [5][640/1253] lr: 7.500e-03, eta: 1 day, 1:58:48, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.4818, top5_acc: 0.7292, loss_cls: 2.2568, loss: 2.2568, grad_norm: 5.2986 2021-03-13 22:05:13,184 - mmaction - INFO - Epoch [5][660/1253] lr: 7.500e-03, eta: 1 day, 1:57:21, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.4914, top5_acc: 0.7318, loss_cls: 2.2047, loss: 2.2047, grad_norm: 5.2266 2021-03-13 22:05:25,547 - mmaction - INFO - Epoch [5][680/1253] lr: 7.500e-03, eta: 1 day, 1:55:57, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.4888, top5_acc: 0.7310, loss_cls: 2.2237, loss: 2.2237, grad_norm: 5.3007 2021-03-13 22:05:37,764 - mmaction - INFO - Epoch [5][700/1253] lr: 7.500e-03, eta: 1 day, 1:54:30, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.4794, top5_acc: 0.7227, loss_cls: 2.2859, loss: 2.2859, grad_norm: 5.3590 2021-03-13 22:05:50,172 - mmaction - INFO - Epoch [5][720/1253] lr: 7.500e-03, eta: 1 day, 1:53:08, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.4870, top5_acc: 0.7336, loss_cls: 2.2273, loss: 2.2273, grad_norm: 5.2557 2021-03-13 22:06:02,467 - mmaction - INFO - Epoch [5][740/1253] lr: 7.500e-03, eta: 1 day, 1:51:44, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.4961, top5_acc: 0.7263, loss_cls: 2.2127, loss: 2.2127, grad_norm: 5.2199 2021-03-13 22:06:14,641 - mmaction - INFO - Epoch [5][760/1253] lr: 7.500e-03, eta: 1 day, 1:50:19, time: 0.610, data_time: 0.004, memory: 8809, top1_acc: 0.4964, top5_acc: 0.7409, loss_cls: 2.2107, loss: 2.2107, grad_norm: 5.2854 2021-03-13 22:06:26,965 - mmaction - INFO - Epoch [5][780/1253] lr: 7.500e-03, eta: 1 day, 1:48:56, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.4870, top5_acc: 0.7268, loss_cls: 2.2254, loss: 2.2254, grad_norm: 5.2559 2021-03-13 22:06:39,272 - mmaction - INFO - Epoch [5][800/1253] lr: 7.500e-03, eta: 1 day, 1:47:34, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.4753, top5_acc: 0.7245, loss_cls: 2.2618, loss: 2.2618, grad_norm: 5.3556 2021-03-13 22:06:51,588 - mmaction - INFO - Epoch [5][820/1253] lr: 7.500e-03, eta: 1 day, 1:46:12, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.4943, top5_acc: 0.7359, loss_cls: 2.1776, loss: 2.1776, grad_norm: 5.2586 2021-03-13 22:07:03,836 - mmaction - INFO - Epoch [5][840/1253] lr: 7.500e-03, eta: 1 day, 1:44:49, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.4893, top5_acc: 0.7370, loss_cls: 2.2046, loss: 2.2046, grad_norm: 5.3781 2021-03-13 22:07:16,074 - mmaction - INFO - Epoch [5][860/1253] lr: 7.500e-03, eta: 1 day, 1:43:27, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.4833, top5_acc: 0.7339, loss_cls: 2.2349, loss: 2.2349, grad_norm: 5.3306 2021-03-13 22:07:28,403 - mmaction - INFO - Epoch [5][880/1253] lr: 7.500e-03, eta: 1 day, 1:42:07, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.4979, top5_acc: 0.7336, loss_cls: 2.2045, loss: 2.2045, grad_norm: 5.2920 2021-03-13 22:07:40,667 - mmaction - INFO - Epoch [5][900/1253] lr: 7.500e-03, eta: 1 day, 1:40:46, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.4992, top5_acc: 0.7362, loss_cls: 2.2290, loss: 2.2290, grad_norm: 5.3156 2021-03-13 22:07:52,923 - mmaction - INFO - Epoch [5][920/1253] lr: 7.500e-03, eta: 1 day, 1:39:26, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.4938, top5_acc: 0.7367, loss_cls: 2.2170, loss: 2.2170, grad_norm: 5.3401 2021-03-13 22:08:05,078 - mmaction - INFO - Epoch [5][940/1253] lr: 7.500e-03, eta: 1 day, 1:38:03, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.4917, top5_acc: 0.7266, loss_cls: 2.2411, loss: 2.2411, grad_norm: 5.2787 2021-03-13 22:08:17,376 - mmaction - INFO - Epoch [5][960/1253] lr: 7.500e-03, eta: 1 day, 1:36:45, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5018, top5_acc: 0.7320, loss_cls: 2.1909, loss: 2.1909, grad_norm: 5.1571 2021-03-13 22:08:29,656 - mmaction - INFO - Epoch [5][980/1253] lr: 7.500e-03, eta: 1 day, 1:35:27, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5091, top5_acc: 0.7388, loss_cls: 2.2125, loss: 2.2125, grad_norm: 5.2532 2021-03-13 22:08:42,161 - mmaction - INFO - Epoch [5][1000/1253] lr: 7.500e-03, eta: 1 day, 1:34:12, time: 0.625, data_time: 0.003, memory: 8809, top1_acc: 0.4708, top5_acc: 0.7214, loss_cls: 2.3044, loss: 2.3044, grad_norm: 5.2890 2021-03-13 22:08:54,493 - mmaction - INFO - Epoch [5][1020/1253] lr: 7.500e-03, eta: 1 day, 1:32:56, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.4784, top5_acc: 0.7240, loss_cls: 2.2692, loss: 2.2692, grad_norm: 5.2925 2021-03-13 22:09:06,788 - mmaction - INFO - Epoch [5][1040/1253] lr: 7.500e-03, eta: 1 day, 1:31:39, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.4979, top5_acc: 0.7326, loss_cls: 2.2265, loss: 2.2265, grad_norm: 5.2733 2021-03-13 22:09:19,039 - mmaction - INFO - Epoch [5][1060/1253] lr: 7.500e-03, eta: 1 day, 1:30:21, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.4870, top5_acc: 0.7227, loss_cls: 2.2636, loss: 2.2636, grad_norm: 5.2654 2021-03-13 22:09:31,324 - mmaction - INFO - Epoch [5][1080/1253] lr: 7.500e-03, eta: 1 day, 1:29:05, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.4792, top5_acc: 0.7206, loss_cls: 2.2917, loss: 2.2917, grad_norm: 5.4171 2021-03-13 22:09:43,616 - mmaction - INFO - Epoch [5][1100/1253] lr: 7.500e-03, eta: 1 day, 1:27:49, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5086, top5_acc: 0.7417, loss_cls: 2.1376, loss: 2.1376, grad_norm: 5.0988 2021-03-13 22:09:55,925 - mmaction - INFO - Epoch [5][1120/1253] lr: 7.500e-03, eta: 1 day, 1:26:34, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.4953, top5_acc: 0.7240, loss_cls: 2.2324, loss: 2.2324, grad_norm: 5.2027 2021-03-13 22:10:08,368 - mmaction - INFO - Epoch [5][1140/1253] lr: 7.500e-03, eta: 1 day, 1:25:22, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.4945, top5_acc: 0.7263, loss_cls: 2.2392, loss: 2.2392, grad_norm: 5.2370 2021-03-13 22:10:20,806 - mmaction - INFO - Epoch [5][1160/1253] lr: 7.500e-03, eta: 1 day, 1:24:10, time: 0.622, data_time: 0.003, memory: 8809, top1_acc: 0.5005, top5_acc: 0.7284, loss_cls: 2.2092, loss: 2.2092, grad_norm: 5.3201 2021-03-13 22:10:33,193 - mmaction - INFO - Epoch [5][1180/1253] lr: 7.500e-03, eta: 1 day, 1:22:58, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.4885, top5_acc: 0.7388, loss_cls: 2.2008, loss: 2.2008, grad_norm: 5.2510 2021-03-13 22:10:45,430 - mmaction - INFO - Epoch [5][1200/1253] lr: 7.500e-03, eta: 1 day, 1:21:43, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.4872, top5_acc: 0.7260, loss_cls: 2.2579, loss: 2.2579, grad_norm: 5.2804 2021-03-13 22:10:57,773 - mmaction - INFO - Epoch [5][1220/1253] lr: 7.500e-03, eta: 1 day, 1:20:30, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.4753, top5_acc: 0.7227, loss_cls: 2.2748, loss: 2.2748, grad_norm: 5.2906 2021-03-13 22:11:10,118 - mmaction - INFO - Epoch [5][1240/1253] lr: 7.500e-03, eta: 1 day, 1:19:18, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.4958, top5_acc: 0.7326, loss_cls: 2.2066, loss: 2.2066, grad_norm: 5.2274 2021-03-13 22:15:13,852 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-03-13 22:15:14,844 - mmaction - INFO - top1_acc 0.5815 top5_acc 0.8211 2021-03-13 22:15:14,844 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-03-13 22:15:14,883 - mmaction - INFO - mean_acc 0.5813 2021-03-13 22:15:15,544 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_5.pth. 2021-03-13 22:15:15,545 - mmaction - INFO - Best top1_acc is 0.5815 at 5 epoch. 2021-03-13 22:15:15,553 - mmaction - INFO - Epoch(val) [5][1253] top1_acc: 0.5815, top5_acc: 0.8211, mean_class_accuracy: 0.5813 2021-03-13 22:18:41,556 - mmaction - INFO - Epoch [6][20/1253] lr: 7.500e-03, eta: 1 day, 2:15:54, time: 10.298, data_time: 9.454, memory: 8809, top1_acc: 0.4992, top5_acc: 0.7281, loss_cls: 2.2120, loss: 2.2120, grad_norm: 5.1367 2021-03-13 22:18:53,701 - mmaction - INFO - Epoch [6][40/1253] lr: 7.500e-03, eta: 1 day, 2:14:28, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.5062, top5_acc: 0.7409, loss_cls: 2.1746, loss: 2.1746, grad_norm: 5.2123 2021-03-13 22:19:05,993 - mmaction - INFO - Epoch [6][60/1253] lr: 7.500e-03, eta: 1 day, 2:13:04, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.4880, top5_acc: 0.7247, loss_cls: 2.2585, loss: 2.2585, grad_norm: 5.2900 2021-03-13 22:19:18,222 - mmaction - INFO - Epoch [6][80/1253] lr: 7.500e-03, eta: 1 day, 2:11:40, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5091, top5_acc: 0.7469, loss_cls: 2.1229, loss: 2.1229, grad_norm: 5.1648 2021-03-13 22:19:30,506 - mmaction - INFO - Epoch [6][100/1253] lr: 7.500e-03, eta: 1 day, 2:10:18, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5010, top5_acc: 0.7331, loss_cls: 2.1935, loss: 2.1935, grad_norm: 5.2332 2021-03-13 22:19:42,930 - mmaction - INFO - Epoch [6][120/1253] lr: 7.500e-03, eta: 1 day, 2:08:58, time: 0.621, data_time: 0.003, memory: 8809, top1_acc: 0.5188, top5_acc: 0.7510, loss_cls: 2.1292, loss: 2.1292, grad_norm: 5.2117 2021-03-13 22:19:55,215 - mmaction - INFO - Epoch [6][140/1253] lr: 7.500e-03, eta: 1 day, 2:07:36, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5182, top5_acc: 0.7560, loss_cls: 2.0925, loss: 2.0925, grad_norm: 5.2606 2021-03-13 22:20:07,434 - mmaction - INFO - Epoch [6][160/1253] lr: 7.500e-03, eta: 1 day, 2:06:14, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5049, top5_acc: 0.7380, loss_cls: 2.1909, loss: 2.1909, grad_norm: 5.2971 2021-03-13 22:20:19,705 - mmaction - INFO - Epoch [6][180/1253] lr: 7.500e-03, eta: 1 day, 2:04:53, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.4919, top5_acc: 0.7307, loss_cls: 2.2435, loss: 2.2435, grad_norm: 5.3878 2021-03-13 22:20:31,982 - mmaction - INFO - Epoch [6][200/1253] lr: 7.500e-03, eta: 1 day, 2:03:32, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5167, top5_acc: 0.7471, loss_cls: 2.1138, loss: 2.1138, grad_norm: 5.1983 2021-03-13 22:20:44,142 - mmaction - INFO - Epoch [6][220/1253] lr: 7.500e-03, eta: 1 day, 2:02:10, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.4909, top5_acc: 0.7458, loss_cls: 2.1652, loss: 2.1652, grad_norm: 5.3659 2021-03-13 22:20:56,348 - mmaction - INFO - Epoch [6][240/1253] lr: 7.500e-03, eta: 1 day, 2:00:49, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5094, top5_acc: 0.7315, loss_cls: 2.1756, loss: 2.1756, grad_norm: 5.3026 2021-03-13 22:21:08,618 - mmaction - INFO - Epoch [6][260/1253] lr: 7.500e-03, eta: 1 day, 1:59:30, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.4964, top5_acc: 0.7430, loss_cls: 2.1842, loss: 2.1842, grad_norm: 5.3422 2021-03-13 22:21:20,833 - mmaction - INFO - Epoch [6][280/1253] lr: 7.500e-03, eta: 1 day, 1:58:10, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.5003, top5_acc: 0.7383, loss_cls: 2.1520, loss: 2.1520, grad_norm: 5.1916 2021-03-13 22:21:33,080 - mmaction - INFO - Epoch [6][300/1253] lr: 7.500e-03, eta: 1 day, 1:56:51, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.4828, top5_acc: 0.7315, loss_cls: 2.2081, loss: 2.2081, grad_norm: 5.2940 2021-03-13 22:21:45,337 - mmaction - INFO - Epoch [6][320/1253] lr: 7.500e-03, eta: 1 day, 1:55:32, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5099, top5_acc: 0.7372, loss_cls: 2.1781, loss: 2.1781, grad_norm: 5.2715 2021-03-13 22:21:57,661 - mmaction - INFO - Epoch [6][340/1253] lr: 7.500e-03, eta: 1 day, 1:54:15, time: 0.617, data_time: 0.004, memory: 8809, top1_acc: 0.5094, top5_acc: 0.7432, loss_cls: 2.1633, loss: 2.1633, grad_norm: 5.3030 2021-03-13 22:22:09,948 - mmaction - INFO - Epoch [6][360/1253] lr: 7.500e-03, eta: 1 day, 1:52:58, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5010, top5_acc: 0.7393, loss_cls: 2.1680, loss: 2.1680, grad_norm: 5.3123 2021-03-13 22:22:22,176 - mmaction - INFO - Epoch [6][380/1253] lr: 7.500e-03, eta: 1 day, 1:51:40, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5023, top5_acc: 0.7451, loss_cls: 2.1500, loss: 2.1500, grad_norm: 5.2911 2021-03-13 22:22:34,414 - mmaction - INFO - Epoch [6][400/1253] lr: 7.500e-03, eta: 1 day, 1:50:23, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.1934, loss: 2.1934, grad_norm: 5.2089 2021-03-13 22:22:46,704 - mmaction - INFO - Epoch [6][420/1253] lr: 7.500e-03, eta: 1 day, 1:49:07, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5141, top5_acc: 0.7388, loss_cls: 2.1545, loss: 2.1545, grad_norm: 5.2125 2021-03-13 22:22:58,949 - mmaction - INFO - Epoch [6][440/1253] lr: 7.500e-03, eta: 1 day, 1:47:51, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.4997, top5_acc: 0.7341, loss_cls: 2.1984, loss: 2.1984, grad_norm: 5.3146 2021-03-13 22:23:11,245 - mmaction - INFO - Epoch [6][460/1253] lr: 7.500e-03, eta: 1 day, 1:46:36, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.4818, top5_acc: 0.7297, loss_cls: 2.2381, loss: 2.2381, grad_norm: 5.3463 2021-03-13 22:23:23,556 - mmaction - INFO - Epoch [6][480/1253] lr: 7.500e-03, eta: 1 day, 1:45:22, time: 0.616, data_time: 0.004, memory: 8809, top1_acc: 0.5031, top5_acc: 0.7367, loss_cls: 2.1937, loss: 2.1937, grad_norm: 5.3393 2021-03-13 22:23:35,838 - mmaction - INFO - Epoch [6][500/1253] lr: 7.500e-03, eta: 1 day, 1:44:07, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.4992, top5_acc: 0.7359, loss_cls: 2.1940, loss: 2.1940, grad_norm: 5.2732 2021-03-13 22:23:48,086 - mmaction - INFO - Epoch [6][520/1253] lr: 7.500e-03, eta: 1 day, 1:42:52, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5044, top5_acc: 0.7445, loss_cls: 2.1700, loss: 2.1700, grad_norm: 5.2542 2021-03-13 22:24:00,361 - mmaction - INFO - Epoch [6][540/1253] lr: 7.500e-03, eta: 1 day, 1:41:38, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.4924, top5_acc: 0.7388, loss_cls: 2.1942, loss: 2.1942, grad_norm: 5.3187 2021-03-13 22:24:12,672 - mmaction - INFO - Epoch [6][560/1253] lr: 7.500e-03, eta: 1 day, 1:40:25, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5029, top5_acc: 0.7451, loss_cls: 2.1587, loss: 2.1587, grad_norm: 5.3116 2021-03-13 22:24:25,030 - mmaction - INFO - Epoch [6][580/1253] lr: 7.500e-03, eta: 1 day, 1:39:14, time: 0.620, data_time: 0.004, memory: 8809, top1_acc: 0.5148, top5_acc: 0.7388, loss_cls: 2.1628, loss: 2.1628, grad_norm: 5.2382 2021-03-13 22:24:37,318 - mmaction - INFO - Epoch [6][600/1253] lr: 7.500e-03, eta: 1 day, 1:38:01, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5029, top5_acc: 0.7305, loss_cls: 2.1869, loss: 2.1869, grad_norm: 5.3491 2021-03-13 22:24:49,516 - mmaction - INFO - Epoch [6][620/1253] lr: 7.500e-03, eta: 1 day, 1:36:47, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.4982, top5_acc: 0.7266, loss_cls: 2.2156, loss: 2.2156, grad_norm: 5.2378 2021-03-13 22:25:01,756 - mmaction - INFO - Epoch [6][640/1253] lr: 7.500e-03, eta: 1 day, 1:35:35, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5052, top5_acc: 0.7461, loss_cls: 2.1144, loss: 2.1144, grad_norm: 5.1557 2021-03-13 22:25:14,022 - mmaction - INFO - Epoch [6][660/1253] lr: 7.500e-03, eta: 1 day, 1:34:23, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5000, top5_acc: 0.7482, loss_cls: 2.1293, loss: 2.1293, grad_norm: 5.2600 2021-03-13 22:25:26,219 - mmaction - INFO - Epoch [6][680/1253] lr: 7.500e-03, eta: 1 day, 1:33:10, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5052, top5_acc: 0.7333, loss_cls: 2.1719, loss: 2.1719, grad_norm: 5.3294 2021-03-13 22:25:38,413 - mmaction - INFO - Epoch [6][700/1253] lr: 7.500e-03, eta: 1 day, 1:31:57, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5057, top5_acc: 0.7451, loss_cls: 2.1546, loss: 2.1546, grad_norm: 5.2835 2021-03-13 22:25:50,619 - mmaction - INFO - Epoch [6][720/1253] lr: 7.500e-03, eta: 1 day, 1:30:46, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5125, top5_acc: 0.7451, loss_cls: 2.1324, loss: 2.1324, grad_norm: 5.2919 2021-03-13 22:26:02,875 - mmaction - INFO - Epoch [6][740/1253] lr: 7.500e-03, eta: 1 day, 1:29:35, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5068, top5_acc: 0.7398, loss_cls: 2.1827, loss: 2.1827, grad_norm: 5.3437 2021-03-13 22:26:15,186 - mmaction - INFO - Epoch [6][760/1253] lr: 7.500e-03, eta: 1 day, 1:28:25, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5146, top5_acc: 0.7471, loss_cls: 2.1102, loss: 2.1102, grad_norm: 5.2740 2021-03-13 22:26:27,462 - mmaction - INFO - Epoch [6][780/1253] lr: 7.500e-03, eta: 1 day, 1:27:16, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.4956, top5_acc: 0.7227, loss_cls: 2.2215, loss: 2.2215, grad_norm: 5.3067 2021-03-13 22:26:39,805 - mmaction - INFO - Epoch [6][800/1253] lr: 7.500e-03, eta: 1 day, 1:26:07, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5076, top5_acc: 0.7331, loss_cls: 2.1600, loss: 2.1600, grad_norm: 5.2985 2021-03-13 22:26:52,135 - mmaction - INFO - Epoch [6][820/1253] lr: 7.500e-03, eta: 1 day, 1:24:59, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.4932, top5_acc: 0.7255, loss_cls: 2.2281, loss: 2.2281, grad_norm: 5.3659 2021-03-13 22:27:04,381 - mmaction - INFO - Epoch [6][840/1253] lr: 7.500e-03, eta: 1 day, 1:23:50, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5005, top5_acc: 0.7344, loss_cls: 2.1872, loss: 2.1872, grad_norm: 5.2758 2021-03-13 22:27:16,663 - mmaction - INFO - Epoch [6][860/1253] lr: 7.500e-03, eta: 1 day, 1:22:42, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.4911, top5_acc: 0.7492, loss_cls: 2.1808, loss: 2.1808, grad_norm: 5.3318 2021-03-13 22:27:29,020 - mmaction - INFO - Epoch [6][880/1253] lr: 7.500e-03, eta: 1 day, 1:21:35, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.4849, top5_acc: 0.7320, loss_cls: 2.2294, loss: 2.2294, grad_norm: 5.3810 2021-03-13 22:27:41,186 - mmaction - INFO - Epoch [6][900/1253] lr: 7.500e-03, eta: 1 day, 1:20:25, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.4914, top5_acc: 0.7250, loss_cls: 2.2167, loss: 2.2167, grad_norm: 5.3974 2021-03-13 22:27:53,511 - mmaction - INFO - Epoch [6][920/1253] lr: 7.500e-03, eta: 1 day, 1:19:18, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.4945, top5_acc: 0.7466, loss_cls: 2.1492, loss: 2.1492, grad_norm: 5.2858 2021-03-13 22:28:05,770 - mmaction - INFO - Epoch [6][940/1253] lr: 7.500e-03, eta: 1 day, 1:18:11, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.4906, top5_acc: 0.7372, loss_cls: 2.1935, loss: 2.1935, grad_norm: 5.2968 2021-03-13 22:28:17,955 - mmaction - INFO - Epoch [6][960/1253] lr: 7.500e-03, eta: 1 day, 1:17:02, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.5141, top5_acc: 0.7456, loss_cls: 2.1583, loss: 2.1583, grad_norm: 5.2606 2021-03-13 22:28:30,179 - mmaction - INFO - Epoch [6][980/1253] lr: 7.500e-03, eta: 1 day, 1:15:55, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.4990, top5_acc: 0.7393, loss_cls: 2.1751, loss: 2.1751, grad_norm: 5.3613 2021-03-13 22:28:42,518 - mmaction - INFO - Epoch [6][1000/1253] lr: 7.500e-03, eta: 1 day, 1:14:50, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5094, top5_acc: 0.7432, loss_cls: 2.1637, loss: 2.1637, grad_norm: 5.3287 2021-03-13 22:28:54,792 - mmaction - INFO - Epoch [6][1020/1253] lr: 7.500e-03, eta: 1 day, 1:13:44, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.4839, top5_acc: 0.7284, loss_cls: 2.2330, loss: 2.2330, grad_norm: 5.3786 2021-03-13 22:29:07,036 - mmaction - INFO - Epoch [6][1040/1253] lr: 7.500e-03, eta: 1 day, 1:12:37, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.4953, top5_acc: 0.7289, loss_cls: 2.2184, loss: 2.2184, grad_norm: 5.4126 2021-03-13 22:29:19,295 - mmaction - INFO - Epoch [6][1060/1253] lr: 7.500e-03, eta: 1 day, 1:11:32, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5018, top5_acc: 0.7430, loss_cls: 2.1659, loss: 2.1659, grad_norm: 5.3293 2021-03-13 22:29:31,629 - mmaction - INFO - Epoch [6][1080/1253] lr: 7.500e-03, eta: 1 day, 1:10:27, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.4943, top5_acc: 0.7388, loss_cls: 2.2011, loss: 2.2011, grad_norm: 5.3936 2021-03-13 22:29:43,999 - mmaction - INFO - Epoch [6][1100/1253] lr: 7.500e-03, eta: 1 day, 1:09:24, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.4901, top5_acc: 0.7385, loss_cls: 2.1905, loss: 2.1905, grad_norm: 5.3403 2021-03-13 22:29:56,318 - mmaction - INFO - Epoch [6][1120/1253] lr: 7.500e-03, eta: 1 day, 1:08:20, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.4930, top5_acc: 0.7391, loss_cls: 2.1819, loss: 2.1819, grad_norm: 5.3304 2021-03-13 22:30:08,512 - mmaction - INFO - Epoch [6][1140/1253] lr: 7.500e-03, eta: 1 day, 1:07:15, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5073, top5_acc: 0.7409, loss_cls: 2.1546, loss: 2.1546, grad_norm: 5.2568 2021-03-13 22:30:20,743 - mmaction - INFO - Epoch [6][1160/1253] lr: 7.500e-03, eta: 1 day, 1:06:10, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.4883, top5_acc: 0.7448, loss_cls: 2.1827, loss: 2.1827, grad_norm: 5.3831 2021-03-13 22:30:32,939 - mmaction - INFO - Epoch [6][1180/1253] lr: 7.500e-03, eta: 1 day, 1:05:05, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5013, top5_acc: 0.7398, loss_cls: 2.1609, loss: 2.1609, grad_norm: 5.2822 2021-03-13 22:30:45,108 - mmaction - INFO - Epoch [6][1200/1253] lr: 7.500e-03, eta: 1 day, 1:04:00, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.1683, loss: 2.1683, grad_norm: 5.2494 2021-03-13 22:30:57,490 - mmaction - INFO - Epoch [6][1220/1253] lr: 7.500e-03, eta: 1 day, 1:02:58, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.4857, top5_acc: 0.7354, loss_cls: 2.1991, loss: 2.1991, grad_norm: 5.3388 2021-03-13 22:31:09,816 - mmaction - INFO - Epoch [6][1240/1253] lr: 7.500e-03, eta: 1 day, 1:01:56, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.4909, top5_acc: 0.7323, loss_cls: 2.2302, loss: 2.2302, grad_norm: 5.3251 2021-03-13 22:34:47,027 - mmaction - INFO - Epoch [7][20/1253] lr: 7.500e-03, eta: 1 day, 1:48:58, time: 10.376, data_time: 9.747, memory: 8809, top1_acc: 0.5151, top5_acc: 0.7464, loss_cls: 2.1237, loss: 2.1237, grad_norm: 5.1508 2021-03-13 22:34:59,367 - mmaction - INFO - Epoch [7][40/1253] lr: 7.500e-03, eta: 1 day, 1:47:49, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5247, top5_acc: 0.7503, loss_cls: 2.0989, loss: 2.0989, grad_norm: 5.2977 2021-03-13 22:35:11,599 - mmaction - INFO - Epoch [7][60/1253] lr: 7.500e-03, eta: 1 day, 1:46:38, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5148, top5_acc: 0.7464, loss_cls: 2.1262, loss: 2.1262, grad_norm: 5.2227 2021-03-13 22:35:23,940 - mmaction - INFO - Epoch [7][80/1253] lr: 7.500e-03, eta: 1 day, 1:45:29, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5031, top5_acc: 0.7323, loss_cls: 2.1822, loss: 2.1822, grad_norm: 5.3538 2021-03-13 22:35:36,204 - mmaction - INFO - Epoch [7][100/1253] lr: 7.500e-03, eta: 1 day, 1:44:20, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5034, top5_acc: 0.7487, loss_cls: 2.1404, loss: 2.1404, grad_norm: 5.2874 2021-03-13 22:35:48,520 - mmaction - INFO - Epoch [7][120/1253] lr: 7.500e-03, eta: 1 day, 1:43:11, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5190, top5_acc: 0.7529, loss_cls: 2.0669, loss: 2.0669, grad_norm: 5.2035 2021-03-13 22:36:00,910 - mmaction - INFO - Epoch [7][140/1253] lr: 7.500e-03, eta: 1 day, 1:42:04, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.4961, top5_acc: 0.7333, loss_cls: 2.1706, loss: 2.1706, grad_norm: 5.3935 2021-03-13 22:36:13,148 - mmaction - INFO - Epoch [7][160/1253] lr: 7.500e-03, eta: 1 day, 1:40:55, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5208, top5_acc: 0.7625, loss_cls: 2.0619, loss: 2.0619, grad_norm: 5.2784 2021-03-13 22:36:25,454 - mmaction - INFO - Epoch [7][180/1253] lr: 7.500e-03, eta: 1 day, 1:39:47, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5201, top5_acc: 0.7482, loss_cls: 2.0966, loss: 2.0966, grad_norm: 5.3003 2021-03-13 22:36:37,871 - mmaction - INFO - Epoch [7][200/1253] lr: 7.500e-03, eta: 1 day, 1:38:41, time: 0.621, data_time: 0.003, memory: 8809, top1_acc: 0.5094, top5_acc: 0.7440, loss_cls: 2.1211, loss: 2.1211, grad_norm: 5.2808 2021-03-13 22:36:50,202 - mmaction - INFO - Epoch [7][220/1253] lr: 7.500e-03, eta: 1 day, 1:37:34, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5120, top5_acc: 0.7430, loss_cls: 2.1200, loss: 2.1200, grad_norm: 5.2951 2021-03-13 22:37:02,376 - mmaction - INFO - Epoch [7][240/1253] lr: 7.500e-03, eta: 1 day, 1:36:25, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5083, top5_acc: 0.7471, loss_cls: 2.1237, loss: 2.1237, grad_norm: 5.3766 2021-03-13 22:37:14,612 - mmaction - INFO - Epoch [7][260/1253] lr: 7.500e-03, eta: 1 day, 1:35:17, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5174, top5_acc: 0.7440, loss_cls: 2.0842, loss: 2.0842, grad_norm: 5.2565 2021-03-13 22:37:26,844 - mmaction - INFO - Epoch [7][280/1253] lr: 7.500e-03, eta: 1 day, 1:34:10, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5076, top5_acc: 0.7495, loss_cls: 2.1423, loss: 2.1423, grad_norm: 5.3918 2021-03-13 22:37:39,226 - mmaction - INFO - Epoch [7][300/1253] lr: 7.500e-03, eta: 1 day, 1:33:04, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.4839, top5_acc: 0.7211, loss_cls: 2.1990, loss: 2.1990, grad_norm: 5.3695 2021-03-13 22:37:51,684 - mmaction - INFO - Epoch [7][320/1253] lr: 7.500e-03, eta: 1 day, 1:32:00, time: 0.622, data_time: 0.001, memory: 8809, top1_acc: 0.5221, top5_acc: 0.7490, loss_cls: 2.1129, loss: 2.1129, grad_norm: 5.2141 2021-03-13 22:38:03,968 - mmaction - INFO - Epoch [7][340/1253] lr: 7.500e-03, eta: 1 day, 1:30:55, time: 0.616, data_time: 0.004, memory: 8809, top1_acc: 0.5120, top5_acc: 0.7492, loss_cls: 2.1277, loss: 2.1277, grad_norm: 5.3047 2021-03-13 22:38:16,139 - mmaction - INFO - Epoch [7][360/1253] lr: 7.500e-03, eta: 1 day, 1:29:47, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.5156, top5_acc: 0.7474, loss_cls: 2.1162, loss: 2.1162, grad_norm: 5.2331 2021-03-13 22:38:28,454 - mmaction - INFO - Epoch [7][380/1253] lr: 7.500e-03, eta: 1 day, 1:28:42, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.4969, top5_acc: 0.7393, loss_cls: 2.1648, loss: 2.1648, grad_norm: 5.3822 2021-03-13 22:38:40,887 - mmaction - INFO - Epoch [7][400/1253] lr: 7.500e-03, eta: 1 day, 1:27:39, time: 0.621, data_time: 0.001, memory: 8809, top1_acc: 0.5086, top5_acc: 0.7542, loss_cls: 2.0991, loss: 2.0991, grad_norm: 5.3667 2021-03-13 22:38:53,160 - mmaction - INFO - Epoch [7][420/1253] lr: 7.500e-03, eta: 1 day, 1:26:34, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5102, top5_acc: 0.7435, loss_cls: 2.1419, loss: 2.1419, grad_norm: 5.3252 2021-03-13 22:39:05,366 - mmaction - INFO - Epoch [7][440/1253] lr: 7.500e-03, eta: 1 day, 1:25:29, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.4945, top5_acc: 0.7359, loss_cls: 2.1785, loss: 2.1785, grad_norm: 5.4272 2021-03-13 22:39:17,717 - mmaction - INFO - Epoch [7][460/1253] lr: 7.500e-03, eta: 1 day, 1:24:25, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5130, top5_acc: 0.7500, loss_cls: 2.1063, loss: 2.1063, grad_norm: 5.2781 2021-03-13 22:39:30,032 - mmaction - INFO - Epoch [7][480/1253] lr: 7.500e-03, eta: 1 day, 1:23:21, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.4995, top5_acc: 0.7310, loss_cls: 2.1996, loss: 2.1996, grad_norm: 5.3476 2021-03-13 22:39:42,473 - mmaction - INFO - Epoch [7][500/1253] lr: 7.500e-03, eta: 1 day, 1:22:20, time: 0.622, data_time: 0.002, memory: 8809, top1_acc: 0.5089, top5_acc: 0.7495, loss_cls: 2.1321, loss: 2.1321, grad_norm: 5.4330 2021-03-13 22:39:54,703 - mmaction - INFO - Epoch [7][520/1253] lr: 7.500e-03, eta: 1 day, 1:21:16, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.4977, top5_acc: 0.7380, loss_cls: 2.2132, loss: 2.2132, grad_norm: 5.3926 2021-03-13 22:40:07,031 - mmaction - INFO - Epoch [7][540/1253] lr: 7.500e-03, eta: 1 day, 1:20:13, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5117, top5_acc: 0.7523, loss_cls: 2.1068, loss: 2.1068, grad_norm: 5.2998 2021-03-13 22:40:19,290 - mmaction - INFO - Epoch [7][560/1253] lr: 7.500e-03, eta: 1 day, 1:19:09, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5091, top5_acc: 0.7440, loss_cls: 2.1096, loss: 2.1096, grad_norm: 5.3712 2021-03-13 22:40:31,669 - mmaction - INFO - Epoch [7][580/1253] lr: 7.500e-03, eta: 1 day, 1:18:08, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5227, top5_acc: 0.7451, loss_cls: 2.1030, loss: 2.1030, grad_norm: 5.2584 2021-03-13 22:40:43,903 - mmaction - INFO - Epoch [7][600/1253] lr: 7.500e-03, eta: 1 day, 1:17:04, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5135, top5_acc: 0.7529, loss_cls: 2.1265, loss: 2.1265, grad_norm: 5.3394 2021-03-13 22:40:56,243 - mmaction - INFO - Epoch [7][620/1253] lr: 7.500e-03, eta: 1 day, 1:16:03, time: 0.618, data_time: 0.004, memory: 8809, top1_acc: 0.5159, top5_acc: 0.7466, loss_cls: 2.1057, loss: 2.1057, grad_norm: 5.3057 2021-03-13 22:41:08,470 - mmaction - INFO - Epoch [7][640/1253] lr: 7.500e-03, eta: 1 day, 1:15:00, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5102, top5_acc: 0.7404, loss_cls: 2.1284, loss: 2.1284, grad_norm: 5.2979 2021-03-13 22:41:20,771 - mmaction - INFO - Epoch [7][660/1253] lr: 7.500e-03, eta: 1 day, 1:13:59, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5188, top5_acc: 0.7609, loss_cls: 2.0831, loss: 2.0831, grad_norm: 5.2167 2021-03-13 22:41:33,054 - mmaction - INFO - Epoch [7][680/1253] lr: 7.500e-03, eta: 1 day, 1:12:57, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5117, top5_acc: 0.7414, loss_cls: 2.1284, loss: 2.1284, grad_norm: 5.1873 2021-03-13 22:41:45,326 - mmaction - INFO - Epoch [7][700/1253] lr: 7.500e-03, eta: 1 day, 1:11:55, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5107, top5_acc: 0.7422, loss_cls: 2.1100, loss: 2.1100, grad_norm: 5.2613 2021-03-13 22:41:57,593 - mmaction - INFO - Epoch [7][720/1253] lr: 7.500e-03, eta: 1 day, 1:10:54, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5000, top5_acc: 0.7359, loss_cls: 2.1923, loss: 2.1923, grad_norm: 5.4472 2021-03-13 22:42:09,887 - mmaction - INFO - Epoch [7][740/1253] lr: 7.500e-03, eta: 1 day, 1:09:53, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5107, top5_acc: 0.7591, loss_cls: 2.0989, loss: 2.0989, grad_norm: 5.3318 2021-03-13 22:42:22,228 - mmaction - INFO - Epoch [7][760/1253] lr: 7.500e-03, eta: 1 day, 1:08:53, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5081, top5_acc: 0.7422, loss_cls: 2.1317, loss: 2.1317, grad_norm: 5.2779 2021-03-13 22:42:34,569 - mmaction - INFO - Epoch [7][780/1253] lr: 7.500e-03, eta: 1 day, 1:07:54, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5115, top5_acc: 0.7482, loss_cls: 2.1245, loss: 2.1245, grad_norm: 5.3215 2021-03-13 22:42:46,808 - mmaction - INFO - Epoch [7][800/1253] lr: 7.500e-03, eta: 1 day, 1:06:53, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5078, top5_acc: 0.7440, loss_cls: 2.1433, loss: 2.1433, grad_norm: 5.3432 2021-03-13 22:42:59,025 - mmaction - INFO - Epoch [7][820/1253] lr: 7.500e-03, eta: 1 day, 1:05:52, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.5034, top5_acc: 0.7482, loss_cls: 2.1453, loss: 2.1453, grad_norm: 5.3508 2021-03-13 22:43:11,258 - mmaction - INFO - Epoch [7][840/1253] lr: 7.500e-03, eta: 1 day, 1:04:51, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5177, top5_acc: 0.7367, loss_cls: 2.1600, loss: 2.1600, grad_norm: 5.3651 2021-03-13 22:43:23,574 - mmaction - INFO - Epoch [7][860/1253] lr: 7.500e-03, eta: 1 day, 1:03:53, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5151, top5_acc: 0.7503, loss_cls: 2.1120, loss: 2.1120, grad_norm: 5.2685 2021-03-13 22:43:35,747 - mmaction - INFO - Epoch [7][880/1253] lr: 7.500e-03, eta: 1 day, 1:02:52, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.5182, top5_acc: 0.7497, loss_cls: 2.0885, loss: 2.0885, grad_norm: 5.2480 2021-03-13 22:43:48,045 - mmaction - INFO - Epoch [7][900/1253] lr: 7.500e-03, eta: 1 day, 1:01:53, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5122, top5_acc: 0.7487, loss_cls: 2.1325, loss: 2.1325, grad_norm: 5.3323 2021-03-13 22:44:00,342 - mmaction - INFO - Epoch [7][920/1253] lr: 7.500e-03, eta: 1 day, 1:00:54, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5182, top5_acc: 0.7495, loss_cls: 2.0903, loss: 2.0903, grad_norm: 5.3232 2021-03-13 22:44:12,656 - mmaction - INFO - Epoch [7][940/1253] lr: 7.500e-03, eta: 1 day, 0:59:56, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5198, top5_acc: 0.7508, loss_cls: 2.1282, loss: 2.1282, grad_norm: 5.3027 2021-03-13 22:44:24,904 - mmaction - INFO - Epoch [7][960/1253] lr: 7.500e-03, eta: 1 day, 0:58:57, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5180, top5_acc: 0.7396, loss_cls: 2.1204, loss: 2.1204, grad_norm: 5.2755 2021-03-13 22:44:37,140 - mmaction - INFO - Epoch [7][980/1253] lr: 7.500e-03, eta: 1 day, 0:57:58, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5036, top5_acc: 0.7453, loss_cls: 2.1499, loss: 2.1499, grad_norm: 5.3377 2021-03-13 22:44:49,391 - mmaction - INFO - Epoch [7][1000/1253] lr: 7.500e-03, eta: 1 day, 0:57:00, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5068, top5_acc: 0.7453, loss_cls: 2.1408, loss: 2.1408, grad_norm: 5.3074 2021-03-13 22:45:01,591 - mmaction - INFO - Epoch [7][1020/1253] lr: 7.500e-03, eta: 1 day, 0:56:01, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5195, top5_acc: 0.7594, loss_cls: 2.0647, loss: 2.0647, grad_norm: 5.2115 2021-03-13 22:45:13,930 - mmaction - INFO - Epoch [7][1040/1253] lr: 7.500e-03, eta: 1 day, 0:55:04, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.5143, top5_acc: 0.7492, loss_cls: 2.1095, loss: 2.1095, grad_norm: 5.2936 2021-03-13 22:45:26,165 - mmaction - INFO - Epoch [7][1060/1253] lr: 7.500e-03, eta: 1 day, 0:54:06, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5211, top5_acc: 0.7570, loss_cls: 2.0709, loss: 2.0709, grad_norm: 5.2803 2021-03-13 22:45:38,372 - mmaction - INFO - Epoch [7][1080/1253] lr: 7.500e-03, eta: 1 day, 0:53:08, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5068, top5_acc: 0.7391, loss_cls: 2.1463, loss: 2.1463, grad_norm: 5.3547 2021-03-13 22:45:50,736 - mmaction - INFO - Epoch [7][1100/1253] lr: 7.500e-03, eta: 1 day, 0:52:12, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5120, top5_acc: 0.7443, loss_cls: 2.1195, loss: 2.1195, grad_norm: 5.2825 2021-03-13 22:46:03,032 - mmaction - INFO - Epoch [7][1120/1253] lr: 7.500e-03, eta: 1 day, 0:51:15, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5232, top5_acc: 0.7544, loss_cls: 2.0717, loss: 2.0717, grad_norm: 5.2788 2021-03-13 22:46:15,346 - mmaction - INFO - Epoch [7][1140/1253] lr: 7.500e-03, eta: 1 day, 0:50:19, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5141, top5_acc: 0.7534, loss_cls: 2.1088, loss: 2.1088, grad_norm: 5.3421 2021-03-13 22:46:27,546 - mmaction - INFO - Epoch [7][1160/1253] lr: 7.500e-03, eta: 1 day, 0:49:22, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5052, top5_acc: 0.7391, loss_cls: 2.1585, loss: 2.1585, grad_norm: 5.3217 2021-03-13 22:46:39,745 - mmaction - INFO - Epoch [7][1180/1253] lr: 7.500e-03, eta: 1 day, 0:48:25, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.5182, top5_acc: 0.7464, loss_cls: 2.1332, loss: 2.1332, grad_norm: 5.3044 2021-03-13 22:46:52,031 - mmaction - INFO - Epoch [7][1200/1253] lr: 7.500e-03, eta: 1 day, 0:47:29, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.4982, top5_acc: 0.7357, loss_cls: 2.1614, loss: 2.1614, grad_norm: 5.3595 2021-03-13 22:47:04,262 - mmaction - INFO - Epoch [7][1220/1253] lr: 7.500e-03, eta: 1 day, 0:46:32, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5120, top5_acc: 0.7578, loss_cls: 2.1045, loss: 2.1045, grad_norm: 5.3012 2021-03-13 22:47:16,558 - mmaction - INFO - Epoch [7][1240/1253] lr: 7.500e-03, eta: 1 day, 0:45:37, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5060, top5_acc: 0.7375, loss_cls: 2.1568, loss: 2.1568, grad_norm: 5.3823 2021-03-13 22:50:55,010 - mmaction - INFO - Epoch [8][20/1253] lr: 7.500e-03, eta: 1 day, 1:25:45, time: 10.440, data_time: 9.829, memory: 8809, top1_acc: 0.5211, top5_acc: 0.7552, loss_cls: 2.0848, loss: 2.0848, grad_norm: 5.2166 2021-03-13 22:51:07,209 - mmaction - INFO - Epoch [8][40/1253] lr: 7.500e-03, eta: 1 day, 1:24:43, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5042, top5_acc: 0.7435, loss_cls: 2.1311, loss: 2.1311, grad_norm: 5.3573 2021-03-13 22:51:19,438 - mmaction - INFO - Epoch [8][60/1253] lr: 7.500e-03, eta: 1 day, 1:23:40, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.5151, top5_acc: 0.7531, loss_cls: 2.0934, loss: 2.0934, grad_norm: 5.4102 2021-03-13 22:51:31,705 - mmaction - INFO - Epoch [8][80/1253] lr: 7.500e-03, eta: 1 day, 1:22:40, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5247, top5_acc: 0.7560, loss_cls: 2.0970, loss: 2.0970, grad_norm: 5.3400 2021-03-13 22:51:43,956 - mmaction - INFO - Epoch [8][100/1253] lr: 7.500e-03, eta: 1 day, 1:21:39, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5305, top5_acc: 0.7583, loss_cls: 2.0554, loss: 2.0554, grad_norm: 5.1352 2021-03-13 22:51:56,173 - mmaction - INFO - Epoch [8][120/1253] lr: 7.500e-03, eta: 1 day, 1:20:38, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5141, top5_acc: 0.7526, loss_cls: 2.0904, loss: 2.0904, grad_norm: 5.2377 2021-03-13 22:52:08,432 - mmaction - INFO - Epoch [8][140/1253] lr: 7.500e-03, eta: 1 day, 1:19:38, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5341, top5_acc: 0.7568, loss_cls: 2.0427, loss: 2.0427, grad_norm: 5.2979 2021-03-13 22:52:20,837 - mmaction - INFO - Epoch [8][160/1253] lr: 7.500e-03, eta: 1 day, 1:18:39, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.5253, top5_acc: 0.7513, loss_cls: 2.0647, loss: 2.0647, grad_norm: 5.3194 2021-03-13 22:52:33,168 - mmaction - INFO - Epoch [8][180/1253] lr: 7.500e-03, eta: 1 day, 1:17:40, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5049, top5_acc: 0.7469, loss_cls: 2.1356, loss: 2.1356, grad_norm: 5.3430 2021-03-13 22:52:45,605 - mmaction - INFO - Epoch [8][200/1253] lr: 7.500e-03, eta: 1 day, 1:16:43, time: 0.624, data_time: 0.004, memory: 8809, top1_acc: 0.5172, top5_acc: 0.7508, loss_cls: 2.1230, loss: 2.1230, grad_norm: 5.3566 2021-03-13 22:52:57,840 - mmaction - INFO - Epoch [8][220/1253] lr: 7.500e-03, eta: 1 day, 1:15:43, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5214, top5_acc: 0.7586, loss_cls: 2.0585, loss: 2.0585, grad_norm: 5.2978 2021-03-13 22:53:10,145 - mmaction - INFO - Epoch [8][240/1253] lr: 7.500e-03, eta: 1 day, 1:14:45, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5185, top5_acc: 0.7547, loss_cls: 2.0765, loss: 2.0765, grad_norm: 5.2954 2021-03-13 22:53:22,600 - mmaction - INFO - Epoch [8][260/1253] lr: 7.500e-03, eta: 1 day, 1:13:48, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.5195, top5_acc: 0.7518, loss_cls: 2.0979, loss: 2.0979, grad_norm: 5.3494 2021-03-13 22:53:34,805 - mmaction - INFO - Epoch [8][280/1253] lr: 7.500e-03, eta: 1 day, 1:12:49, time: 0.612, data_time: 0.005, memory: 8809, top1_acc: 0.5289, top5_acc: 0.7695, loss_cls: 2.0240, loss: 2.0240, grad_norm: 5.2932 2021-03-13 22:53:47,060 - mmaction - INFO - Epoch [8][300/1253] lr: 7.500e-03, eta: 1 day, 1:11:50, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5154, top5_acc: 0.7581, loss_cls: 2.0592, loss: 2.0592, grad_norm: 5.3272 2021-03-13 22:53:59,415 - mmaction - INFO - Epoch [8][320/1253] lr: 7.500e-03, eta: 1 day, 1:10:53, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5198, top5_acc: 0.7505, loss_cls: 2.0953, loss: 2.0953, grad_norm: 5.2029 2021-03-13 22:54:11,791 - mmaction - INFO - Epoch [8][340/1253] lr: 7.500e-03, eta: 1 day, 1:09:56, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5258, top5_acc: 0.7643, loss_cls: 2.0102, loss: 2.0102, grad_norm: 5.1297 2021-03-13 22:54:24,100 - mmaction - INFO - Epoch [8][360/1253] lr: 7.500e-03, eta: 1 day, 1:08:59, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5172, top5_acc: 0.7518, loss_cls: 2.0872, loss: 2.0872, grad_norm: 5.2668 2021-03-13 22:54:36,428 - mmaction - INFO - Epoch [8][380/1253] lr: 7.500e-03, eta: 1 day, 1:08:02, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5117, top5_acc: 0.7398, loss_cls: 2.1288, loss: 2.1288, grad_norm: 5.3498 2021-03-13 22:54:48,721 - mmaction - INFO - Epoch [8][400/1253] lr: 7.500e-03, eta: 1 day, 1:07:05, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5029, top5_acc: 0.7586, loss_cls: 2.1046, loss: 2.1046, grad_norm: 5.4198 2021-03-13 22:55:01,017 - mmaction - INFO - Epoch [8][420/1253] lr: 7.500e-03, eta: 1 day, 1:06:08, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5255, top5_acc: 0.7586, loss_cls: 2.0549, loss: 2.0549, grad_norm: 5.3506 2021-03-13 22:55:13,246 - mmaction - INFO - Epoch [8][440/1253] lr: 7.500e-03, eta: 1 day, 1:05:10, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5190, top5_acc: 0.7521, loss_cls: 2.1014, loss: 2.1014, grad_norm: 5.2973 2021-03-13 22:55:25,525 - mmaction - INFO - Epoch [8][460/1253] lr: 7.500e-03, eta: 1 day, 1:04:13, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5112, top5_acc: 0.7526, loss_cls: 2.1075, loss: 2.1075, grad_norm: 5.2963 2021-03-13 22:55:37,841 - mmaction - INFO - Epoch [8][480/1253] lr: 7.500e-03, eta: 1 day, 1:03:17, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.5258, top5_acc: 0.7609, loss_cls: 2.0557, loss: 2.0557, grad_norm: 5.3545 2021-03-13 22:55:50,221 - mmaction - INFO - Epoch [8][500/1253] lr: 7.500e-03, eta: 1 day, 1:02:22, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5117, top5_acc: 0.7401, loss_cls: 2.1459, loss: 2.1459, grad_norm: 5.3726 2021-03-13 22:56:02,464 - mmaction - INFO - Epoch [8][520/1253] lr: 7.500e-03, eta: 1 day, 1:01:25, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5133, top5_acc: 0.7539, loss_cls: 2.0882, loss: 2.0882, grad_norm: 5.3148 2021-03-13 22:56:14,789 - mmaction - INFO - Epoch [8][540/1253] lr: 7.500e-03, eta: 1 day, 1:00:30, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5148, top5_acc: 0.7617, loss_cls: 2.0672, loss: 2.0672, grad_norm: 5.4620 2021-03-13 22:56:27,149 - mmaction - INFO - Epoch [8][560/1253] lr: 7.500e-03, eta: 1 day, 0:59:35, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5289, top5_acc: 0.7547, loss_cls: 2.0415, loss: 2.0415, grad_norm: 5.2661 2021-03-13 22:56:39,463 - mmaction - INFO - Epoch [8][580/1253] lr: 7.500e-03, eta: 1 day, 0:58:40, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5055, top5_acc: 0.7456, loss_cls: 2.1206, loss: 2.1206, grad_norm: 5.3509 2021-03-13 22:56:51,819 - mmaction - INFO - Epoch [8][600/1253] lr: 7.500e-03, eta: 1 day, 0:57:45, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5146, top5_acc: 0.7445, loss_cls: 2.1123, loss: 2.1123, grad_norm: 5.3325 2021-03-13 22:57:04,111 - mmaction - INFO - Epoch [8][620/1253] lr: 7.500e-03, eta: 1 day, 0:56:50, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5086, top5_acc: 0.7458, loss_cls: 2.1282, loss: 2.1282, grad_norm: 5.2817 2021-03-13 22:57:16,491 - mmaction - INFO - Epoch [8][640/1253] lr: 7.500e-03, eta: 1 day, 0:55:56, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5281, top5_acc: 0.7698, loss_cls: 2.0110, loss: 2.0110, grad_norm: 5.1847 2021-03-13 22:57:28,870 - mmaction - INFO - Epoch [8][660/1253] lr: 7.500e-03, eta: 1 day, 0:55:02, time: 0.619, data_time: 0.001, memory: 8809, top1_acc: 0.5219, top5_acc: 0.7534, loss_cls: 2.0717, loss: 2.0717, grad_norm: 5.3065 2021-03-13 22:57:41,227 - mmaction - INFO - Epoch [8][680/1253] lr: 7.500e-03, eta: 1 day, 0:54:09, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5148, top5_acc: 0.7492, loss_cls: 2.1380, loss: 2.1380, grad_norm: 5.3798 2021-03-13 22:57:53,460 - mmaction - INFO - Epoch [8][700/1253] lr: 7.500e-03, eta: 1 day, 0:53:13, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5138, top5_acc: 0.7464, loss_cls: 2.1109, loss: 2.1109, grad_norm: 5.3740 2021-03-13 22:58:05,787 - mmaction - INFO - Epoch [8][720/1253] lr: 7.500e-03, eta: 1 day, 0:52:19, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5305, top5_acc: 0.7643, loss_cls: 2.0475, loss: 2.0475, grad_norm: 5.1748 2021-03-13 22:58:18,020 - mmaction - INFO - Epoch [8][740/1253] lr: 7.500e-03, eta: 1 day, 0:51:25, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5221, top5_acc: 0.7497, loss_cls: 2.0998, loss: 2.0998, grad_norm: 5.3189 2021-03-13 22:58:30,193 - mmaction - INFO - Epoch [8][760/1253] lr: 7.500e-03, eta: 1 day, 0:50:29, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5133, top5_acc: 0.7547, loss_cls: 2.1010, loss: 2.1010, grad_norm: 5.3217 2021-03-13 22:58:42,472 - mmaction - INFO - Epoch [8][780/1253] lr: 7.500e-03, eta: 1 day, 0:49:35, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5323, top5_acc: 0.7672, loss_cls: 2.0215, loss: 2.0215, grad_norm: 5.3163 2021-03-13 22:58:54,866 - mmaction - INFO - Epoch [8][800/1253] lr: 7.500e-03, eta: 1 day, 0:48:43, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.5219, top5_acc: 0.7542, loss_cls: 2.0667, loss: 2.0667, grad_norm: 5.3107 2021-03-13 22:59:07,192 - mmaction - INFO - Epoch [8][820/1253] lr: 7.500e-03, eta: 1 day, 0:47:50, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5276, top5_acc: 0.7570, loss_cls: 2.0578, loss: 2.0578, grad_norm: 5.4067 2021-03-13 22:59:19,450 - mmaction - INFO - Epoch [8][840/1253] lr: 7.500e-03, eta: 1 day, 0:46:57, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5036, top5_acc: 0.7417, loss_cls: 2.1721, loss: 2.1721, grad_norm: 5.4203 2021-03-13 22:59:31,845 - mmaction - INFO - Epoch [8][860/1253] lr: 7.500e-03, eta: 1 day, 0:46:05, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.5081, top5_acc: 0.7401, loss_cls: 2.1465, loss: 2.1465, grad_norm: 5.4043 2021-03-13 22:59:44,071 - mmaction - INFO - Epoch [8][880/1253] lr: 7.500e-03, eta: 1 day, 0:45:11, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5154, top5_acc: 0.7578, loss_cls: 2.0762, loss: 2.0762, grad_norm: 5.3900 2021-03-13 22:59:56,407 - mmaction - INFO - Epoch [8][900/1253] lr: 7.500e-03, eta: 1 day, 0:44:19, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5148, top5_acc: 0.7500, loss_cls: 2.1178, loss: 2.1178, grad_norm: 5.3729 2021-03-13 23:00:08,664 - mmaction - INFO - Epoch [8][920/1253] lr: 7.500e-03, eta: 1 day, 0:43:26, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5182, top5_acc: 0.7510, loss_cls: 2.0975, loss: 2.0975, grad_norm: 5.2970 2021-03-13 23:00:20,949 - mmaction - INFO - Epoch [8][940/1253] lr: 7.500e-03, eta: 1 day, 0:42:34, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5198, top5_acc: 0.7432, loss_cls: 2.1060, loss: 2.1060, grad_norm: 5.2128 2021-03-13 23:00:33,188 - mmaction - INFO - Epoch [8][960/1253] lr: 7.500e-03, eta: 1 day, 0:41:41, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5044, top5_acc: 0.7292, loss_cls: 2.1772, loss: 2.1772, grad_norm: 5.3169 2021-03-13 23:00:45,479 - mmaction - INFO - Epoch [8][980/1253] lr: 7.500e-03, eta: 1 day, 0:40:49, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5211, top5_acc: 0.7451, loss_cls: 2.0863, loss: 2.0863, grad_norm: 5.2660 2021-03-13 23:00:57,784 - mmaction - INFO - Epoch [8][1000/1253] lr: 7.500e-03, eta: 1 day, 0:39:57, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5208, top5_acc: 0.7529, loss_cls: 2.1003, loss: 2.1003, grad_norm: 5.3212 2021-03-13 23:01:10,058 - mmaction - INFO - Epoch [8][1020/1253] lr: 7.500e-03, eta: 1 day, 0:39:05, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5073, top5_acc: 0.7393, loss_cls: 2.1201, loss: 2.1201, grad_norm: 5.3396 2021-03-13 23:01:22,327 - mmaction - INFO - Epoch [8][1040/1253] lr: 7.500e-03, eta: 1 day, 0:38:13, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5156, top5_acc: 0.7581, loss_cls: 2.0577, loss: 2.0577, grad_norm: 5.2912 2021-03-13 23:01:34,607 - mmaction - INFO - Epoch [8][1060/1253] lr: 7.500e-03, eta: 1 day, 0:37:22, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5099, top5_acc: 0.7570, loss_cls: 2.0671, loss: 2.0671, grad_norm: 5.2320 2021-03-13 23:01:46,989 - mmaction - INFO - Epoch [8][1080/1253] lr: 7.500e-03, eta: 1 day, 0:36:31, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5193, top5_acc: 0.7417, loss_cls: 2.1282, loss: 2.1282, grad_norm: 5.2482 2021-03-13 23:01:59,368 - mmaction - INFO - Epoch [8][1100/1253] lr: 7.500e-03, eta: 1 day, 0:35:41, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.5242, top5_acc: 0.7516, loss_cls: 2.0701, loss: 2.0701, grad_norm: 5.2587 2021-03-13 23:02:11,581 - mmaction - INFO - Epoch [8][1120/1253] lr: 7.500e-03, eta: 1 day, 0:34:50, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5211, top5_acc: 0.7513, loss_cls: 2.0865, loss: 2.0865, grad_norm: 5.3168 2021-03-13 23:02:24,010 - mmaction - INFO - Epoch [8][1140/1253] lr: 7.500e-03, eta: 1 day, 0:34:00, time: 0.621, data_time: 0.003, memory: 8809, top1_acc: 0.5083, top5_acc: 0.7427, loss_cls: 2.1489, loss: 2.1489, grad_norm: 5.3726 2021-03-13 23:02:36,267 - mmaction - INFO - Epoch [8][1160/1253] lr: 7.500e-03, eta: 1 day, 0:33:09, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5349, top5_acc: 0.7643, loss_cls: 2.0404, loss: 2.0404, grad_norm: 5.1966 2021-03-13 23:02:48,498 - mmaction - INFO - Epoch [8][1180/1253] lr: 7.500e-03, eta: 1 day, 0:32:18, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5320, top5_acc: 0.7625, loss_cls: 2.0464, loss: 2.0464, grad_norm: 5.2666 2021-03-13 23:03:00,771 - mmaction - INFO - Epoch [8][1200/1253] lr: 7.500e-03, eta: 1 day, 0:31:28, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5229, top5_acc: 0.7521, loss_cls: 2.0795, loss: 2.0795, grad_norm: 5.3207 2021-03-13 23:03:13,013 - mmaction - INFO - Epoch [8][1220/1253] lr: 7.500e-03, eta: 1 day, 0:30:37, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5185, top5_acc: 0.7490, loss_cls: 2.1270, loss: 2.1270, grad_norm: 5.3055 2021-03-13 23:03:25,348 - mmaction - INFO - Epoch [8][1240/1253] lr: 7.500e-03, eta: 1 day, 0:29:47, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.5128, top5_acc: 0.7581, loss_cls: 2.0784, loss: 2.0784, grad_norm: 5.2901 2021-03-13 23:07:01,435 - mmaction - INFO - Epoch [9][20/1253] lr: 7.500e-03, eta: 1 day, 1:04:01, time: 10.319, data_time: 9.685, memory: 8809, top1_acc: 0.5370, top5_acc: 0.7596, loss_cls: 2.0404, loss: 2.0404, grad_norm: 5.2880 2021-03-13 23:07:13,761 - mmaction - INFO - Epoch [9][40/1253] lr: 7.500e-03, eta: 1 day, 1:03:07, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5336, top5_acc: 0.7607, loss_cls: 2.0364, loss: 2.0364, grad_norm: 5.2101 2021-03-13 23:07:26,028 - mmaction - INFO - Epoch [9][60/1253] lr: 7.500e-03, eta: 1 day, 1:02:12, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5268, top5_acc: 0.7544, loss_cls: 2.0727, loss: 2.0727, grad_norm: 5.3559 2021-03-13 23:07:38,274 - mmaction - INFO - Epoch [9][80/1253] lr: 7.500e-03, eta: 1 day, 1:01:18, time: 0.615, data_time: 0.004, memory: 8809, top1_acc: 0.5286, top5_acc: 0.7688, loss_cls: 2.0051, loss: 2.0051, grad_norm: 5.2911 2021-03-13 23:07:50,446 - mmaction - INFO - Epoch [9][100/1253] lr: 7.500e-03, eta: 1 day, 1:00:23, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.5372, top5_acc: 0.7669, loss_cls: 2.0024, loss: 2.0024, grad_norm: 5.2315 2021-03-13 23:08:02,744 - mmaction - INFO - Epoch [9][120/1253] lr: 7.500e-03, eta: 1 day, 0:59:30, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5211, top5_acc: 0.7570, loss_cls: 2.0479, loss: 2.0479, grad_norm: 5.3109 2021-03-13 23:08:15,129 - mmaction - INFO - Epoch [9][140/1253] lr: 7.500e-03, eta: 1 day, 0:58:38, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.5266, top5_acc: 0.7578, loss_cls: 2.0522, loss: 2.0522, grad_norm: 5.3559 2021-03-13 23:08:27,442 - mmaction - INFO - Epoch [9][160/1253] lr: 7.500e-03, eta: 1 day, 0:57:44, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5341, top5_acc: 0.7604, loss_cls: 2.0362, loss: 2.0362, grad_norm: 5.2570 2021-03-13 23:08:39,727 - mmaction - INFO - Epoch [9][180/1253] lr: 7.500e-03, eta: 1 day, 0:56:51, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5286, top5_acc: 0.7604, loss_cls: 2.0398, loss: 2.0398, grad_norm: 5.2603 2021-03-13 23:08:51,957 - mmaction - INFO - Epoch [9][200/1253] lr: 7.500e-03, eta: 1 day, 0:55:58, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5232, top5_acc: 0.7672, loss_cls: 2.0097, loss: 2.0097, grad_norm: 5.3084 2021-03-13 23:09:04,180 - mmaction - INFO - Epoch [9][220/1253] lr: 7.500e-03, eta: 1 day, 0:55:04, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5206, top5_acc: 0.7534, loss_cls: 2.0577, loss: 2.0577, grad_norm: 5.2572 2021-03-13 23:09:16,454 - mmaction - INFO - Epoch [9][240/1253] lr: 7.500e-03, eta: 1 day, 0:54:11, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5299, top5_acc: 0.7594, loss_cls: 2.0548, loss: 2.0548, grad_norm: 5.3020 2021-03-13 23:09:28,827 - mmaction - INFO - Epoch [9][260/1253] lr: 7.500e-03, eta: 1 day, 0:53:19, time: 0.618, data_time: 0.004, memory: 8809, top1_acc: 0.5221, top5_acc: 0.7625, loss_cls: 2.0555, loss: 2.0555, grad_norm: 5.3235 2021-03-13 23:09:41,103 - mmaction - INFO - Epoch [9][280/1253] lr: 7.500e-03, eta: 1 day, 0:52:27, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5305, top5_acc: 0.7620, loss_cls: 2.0102, loss: 2.0102, grad_norm: 5.2522 2021-03-13 23:09:53,330 - mmaction - INFO - Epoch [9][300/1253] lr: 7.500e-03, eta: 1 day, 0:51:34, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5112, top5_acc: 0.7451, loss_cls: 2.1131, loss: 2.1131, grad_norm: 5.5152 2021-03-13 23:10:05,661 - mmaction - INFO - Epoch [9][320/1253] lr: 7.500e-03, eta: 1 day, 0:50:43, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5198, top5_acc: 0.7583, loss_cls: 2.0432, loss: 2.0432, grad_norm: 5.3113 2021-03-13 23:10:18,029 - mmaction - INFO - Epoch [9][340/1253] lr: 7.500e-03, eta: 1 day, 0:49:52, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.5346, top5_acc: 0.7609, loss_cls: 2.0314, loss: 2.0314, grad_norm: 5.2426 2021-03-13 23:10:30,374 - mmaction - INFO - Epoch [9][360/1253] lr: 7.500e-03, eta: 1 day, 0:49:01, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.5310, top5_acc: 0.7690, loss_cls: 2.0227, loss: 2.0227, grad_norm: 5.2448 2021-03-13 23:10:42,791 - mmaction - INFO - Epoch [9][380/1253] lr: 7.500e-03, eta: 1 day, 0:48:11, time: 0.622, data_time: 0.003, memory: 8809, top1_acc: 0.5490, top5_acc: 0.7766, loss_cls: 1.9609, loss: 1.9609, grad_norm: 5.2110 2021-03-13 23:10:55,161 - mmaction - INFO - Epoch [9][400/1253] lr: 7.500e-03, eta: 1 day, 0:47:20, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5284, top5_acc: 0.7607, loss_cls: 2.0442, loss: 2.0442, grad_norm: 5.4055 2021-03-13 23:11:07,620 - mmaction - INFO - Epoch [9][420/1253] lr: 7.500e-03, eta: 1 day, 0:46:31, time: 0.622, data_time: 0.003, memory: 8809, top1_acc: 0.5198, top5_acc: 0.7523, loss_cls: 2.0633, loss: 2.0633, grad_norm: 5.3608 2021-03-13 23:11:19,842 - mmaction - INFO - Epoch [9][440/1253] lr: 7.500e-03, eta: 1 day, 0:45:39, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5211, top5_acc: 0.7521, loss_cls: 2.1051, loss: 2.1051, grad_norm: 5.4235 2021-03-13 23:11:32,085 - mmaction - INFO - Epoch [9][460/1253] lr: 7.500e-03, eta: 1 day, 0:44:48, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5193, top5_acc: 0.7510, loss_cls: 2.0625, loss: 2.0625, grad_norm: 5.3680 2021-03-13 23:11:44,451 - mmaction - INFO - Epoch [9][480/1253] lr: 7.500e-03, eta: 1 day, 0:43:57, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5260, top5_acc: 0.7495, loss_cls: 2.0723, loss: 2.0723, grad_norm: 5.3540 2021-03-13 23:11:56,794 - mmaction - INFO - Epoch [9][500/1253] lr: 7.500e-03, eta: 1 day, 0:43:07, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5216, top5_acc: 0.7453, loss_cls: 2.1061, loss: 2.1061, grad_norm: 5.3112 2021-03-13 23:12:09,051 - mmaction - INFO - Epoch [9][520/1253] lr: 7.500e-03, eta: 1 day, 0:42:17, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5169, top5_acc: 0.7466, loss_cls: 2.0789, loss: 2.0789, grad_norm: 5.2999 2021-03-13 23:12:21,396 - mmaction - INFO - Epoch [9][540/1253] lr: 7.500e-03, eta: 1 day, 0:41:27, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5318, top5_acc: 0.7620, loss_cls: 2.0378, loss: 2.0378, grad_norm: 5.3137 2021-03-13 23:12:33,697 - mmaction - INFO - Epoch [9][560/1253] lr: 7.500e-03, eta: 1 day, 0:40:37, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5206, top5_acc: 0.7591, loss_cls: 2.0715, loss: 2.0715, grad_norm: 5.3867 2021-03-13 23:12:45,967 - mmaction - INFO - Epoch [9][580/1253] lr: 7.500e-03, eta: 1 day, 0:39:47, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5211, top5_acc: 0.7568, loss_cls: 2.0518, loss: 2.0518, grad_norm: 5.3642 2021-03-13 23:12:58,405 - mmaction - INFO - Epoch [9][600/1253] lr: 7.500e-03, eta: 1 day, 0:38:58, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.5273, top5_acc: 0.7562, loss_cls: 2.0414, loss: 2.0414, grad_norm: 5.2055 2021-03-13 23:13:10,921 - mmaction - INFO - Epoch [9][620/1253] lr: 7.500e-03, eta: 1 day, 0:38:11, time: 0.627, data_time: 0.002, memory: 8809, top1_acc: 0.5299, top5_acc: 0.7573, loss_cls: 2.0206, loss: 2.0206, grad_norm: 5.2936 2021-03-13 23:13:23,238 - mmaction - INFO - Epoch [9][640/1253] lr: 7.500e-03, eta: 1 day, 0:37:21, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5307, top5_acc: 0.7594, loss_cls: 2.0131, loss: 2.0131, grad_norm: 5.1929 2021-03-13 23:13:35,569 - mmaction - INFO - Epoch [9][660/1253] lr: 7.500e-03, eta: 1 day, 0:36:32, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5328, top5_acc: 0.7609, loss_cls: 2.0129, loss: 2.0129, grad_norm: 5.2054 2021-03-13 23:13:47,884 - mmaction - INFO - Epoch [9][680/1253] lr: 7.500e-03, eta: 1 day, 0:35:43, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5195, top5_acc: 0.7456, loss_cls: 2.1063, loss: 2.1063, grad_norm: 5.3497 2021-03-13 23:14:00,139 - mmaction - INFO - Epoch [9][700/1253] lr: 7.500e-03, eta: 1 day, 0:34:54, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5370, top5_acc: 0.7599, loss_cls: 2.0250, loss: 2.0250, grad_norm: 5.2456 2021-03-13 23:14:12,435 - mmaction - INFO - Epoch [9][720/1253] lr: 7.500e-03, eta: 1 day, 0:34:05, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5203, top5_acc: 0.7487, loss_cls: 2.0702, loss: 2.0702, grad_norm: 5.1722 2021-03-13 23:14:24,721 - mmaction - INFO - Epoch [9][740/1253] lr: 7.500e-03, eta: 1 day, 0:33:16, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5096, top5_acc: 0.7529, loss_cls: 2.0927, loss: 2.0927, grad_norm: 5.3462 2021-03-13 23:14:36,953 - mmaction - INFO - Epoch [9][760/1253] lr: 7.500e-03, eta: 1 day, 0:32:26, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5299, top5_acc: 0.7542, loss_cls: 2.0450, loss: 2.0450, grad_norm: 5.3630 2021-03-13 23:14:49,219 - mmaction - INFO - Epoch [9][780/1253] lr: 7.500e-03, eta: 1 day, 0:31:37, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5357, top5_acc: 0.7625, loss_cls: 2.0250, loss: 2.0250, grad_norm: 5.2928 2021-03-13 23:15:01,461 - mmaction - INFO - Epoch [9][800/1253] lr: 7.500e-03, eta: 1 day, 0:30:48, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5224, top5_acc: 0.7479, loss_cls: 2.0721, loss: 2.0721, grad_norm: 5.3481 2021-03-13 23:15:13,698 - mmaction - INFO - Epoch [9][820/1253] lr: 7.500e-03, eta: 1 day, 0:29:59, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5247, top5_acc: 0.7503, loss_cls: 2.0869, loss: 2.0869, grad_norm: 5.3225 2021-03-13 23:15:26,110 - mmaction - INFO - Epoch [9][840/1253] lr: 7.500e-03, eta: 1 day, 0:29:12, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.5138, top5_acc: 0.7557, loss_cls: 2.0642, loss: 2.0642, grad_norm: 5.3855 2021-03-13 23:15:38,405 - mmaction - INFO - Epoch [9][860/1253] lr: 7.500e-03, eta: 1 day, 0:28:24, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5336, top5_acc: 0.7656, loss_cls: 2.0257, loss: 2.0257, grad_norm: 5.3860 2021-03-13 23:15:50,686 - mmaction - INFO - Epoch [9][880/1253] lr: 7.500e-03, eta: 1 day, 0:27:36, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5227, top5_acc: 0.7539, loss_cls: 2.0482, loss: 2.0482, grad_norm: 5.3019 2021-03-13 23:16:02,944 - mmaction - INFO - Epoch [9][900/1253] lr: 7.500e-03, eta: 1 day, 0:26:47, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5258, top5_acc: 0.7674, loss_cls: 2.0267, loss: 2.0267, grad_norm: 5.3368 2021-03-13 23:16:15,240 - mmaction - INFO - Epoch [9][920/1253] lr: 7.500e-03, eta: 1 day, 0:26:00, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5424, top5_acc: 0.7594, loss_cls: 2.0243, loss: 2.0243, grad_norm: 5.2416 2021-03-13 23:16:27,470 - mmaction - INFO - Epoch [9][940/1253] lr: 7.500e-03, eta: 1 day, 0:25:12, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5112, top5_acc: 0.7526, loss_cls: 2.0951, loss: 2.0951, grad_norm: 5.3626 2021-03-13 23:16:39,852 - mmaction - INFO - Epoch [9][960/1253] lr: 7.500e-03, eta: 1 day, 0:24:25, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.5393, top5_acc: 0.7576, loss_cls: 2.0278, loss: 2.0278, grad_norm: 5.2712 2021-03-13 23:16:52,157 - mmaction - INFO - Epoch [9][980/1253] lr: 7.500e-03, eta: 1 day, 0:23:38, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5237, top5_acc: 0.7531, loss_cls: 2.0728, loss: 2.0728, grad_norm: 5.3295 2021-03-13 23:17:04,532 - mmaction - INFO - Epoch [9][1000/1253] lr: 7.500e-03, eta: 1 day, 0:22:51, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5318, top5_acc: 0.7669, loss_cls: 2.0228, loss: 2.0228, grad_norm: 5.2997 2021-03-13 23:17:16,791 - mmaction - INFO - Epoch [9][1020/1253] lr: 7.500e-03, eta: 1 day, 0:22:04, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5339, top5_acc: 0.7620, loss_cls: 2.0213, loss: 2.0213, grad_norm: 5.2561 2021-03-13 23:17:29,146 - mmaction - INFO - Epoch [9][1040/1253] lr: 7.500e-03, eta: 1 day, 0:21:17, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5315, top5_acc: 0.7625, loss_cls: 2.0388, loss: 2.0388, grad_norm: 5.2264 2021-03-13 23:17:41,413 - mmaction - INFO - Epoch [9][1060/1253] lr: 7.500e-03, eta: 1 day, 0:20:30, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5161, top5_acc: 0.7419, loss_cls: 2.1154, loss: 2.1154, grad_norm: 5.4755 2021-03-13 23:17:53,695 - mmaction - INFO - Epoch [9][1080/1253] lr: 7.500e-03, eta: 1 day, 0:19:44, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5393, top5_acc: 0.7708, loss_cls: 1.9981, loss: 1.9981, grad_norm: 5.2543 2021-03-13 23:18:06,036 - mmaction - INFO - Epoch [9][1100/1253] lr: 7.500e-03, eta: 1 day, 0:18:57, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5266, top5_acc: 0.7661, loss_cls: 2.0219, loss: 2.0219, grad_norm: 5.2677 2021-03-13 23:18:18,309 - mmaction - INFO - Epoch [9][1120/1253] lr: 7.500e-03, eta: 1 day, 0:18:11, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5060, top5_acc: 0.7451, loss_cls: 2.1510, loss: 2.1510, grad_norm: 5.4749 2021-03-13 23:18:30,647 - mmaction - INFO - Epoch [9][1140/1253] lr: 7.500e-03, eta: 1 day, 0:17:25, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5208, top5_acc: 0.7529, loss_cls: 2.0689, loss: 2.0689, grad_norm: 5.3576 2021-03-13 23:18:43,014 - mmaction - INFO - Epoch [9][1160/1253] lr: 7.500e-03, eta: 1 day, 0:16:39, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5182, top5_acc: 0.7555, loss_cls: 2.0857, loss: 2.0857, grad_norm: 5.3203 2021-03-13 23:18:55,407 - mmaction - INFO - Epoch [9][1180/1253] lr: 7.500e-03, eta: 1 day, 0:15:54, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.5271, top5_acc: 0.7562, loss_cls: 2.0445, loss: 2.0445, grad_norm: 5.2758 2021-03-13 23:19:07,734 - mmaction - INFO - Epoch [9][1200/1253] lr: 7.500e-03, eta: 1 day, 0:15:08, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5146, top5_acc: 0.7440, loss_cls: 2.1162, loss: 2.1162, grad_norm: 5.4465 2021-03-13 23:19:20,032 - mmaction - INFO - Epoch [9][1220/1253] lr: 7.500e-03, eta: 1 day, 0:14:23, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5154, top5_acc: 0.7542, loss_cls: 2.0710, loss: 2.0710, grad_norm: 5.4046 2021-03-13 23:19:32,272 - mmaction - INFO - Epoch [9][1240/1253] lr: 7.500e-03, eta: 1 day, 0:13:36, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5417, top5_acc: 0.7695, loss_cls: 2.0084, loss: 2.0084, grad_norm: 5.2782 2021-03-13 23:23:11,885 - mmaction - INFO - Epoch [10][20/1253] lr: 7.500e-03, eta: 1 day, 0:44:16, time: 10.504, data_time: 9.766, memory: 8809, top1_acc: 0.5253, top5_acc: 0.7661, loss_cls: 2.0105, loss: 2.0105, grad_norm: 5.2788 2021-03-13 23:23:24,201 - mmaction - INFO - Epoch [10][40/1253] lr: 7.500e-03, eta: 1 day, 0:43:27, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5365, top5_acc: 0.7781, loss_cls: 1.9642, loss: 1.9642, grad_norm: 5.3020 2021-03-13 23:23:36,484 - mmaction - INFO - Epoch [10][60/1253] lr: 7.500e-03, eta: 1 day, 0:42:38, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5365, top5_acc: 0.7659, loss_cls: 1.9836, loss: 1.9836, grad_norm: 5.2926 2021-03-13 23:23:48,940 - mmaction - INFO - Epoch [10][80/1253] lr: 7.500e-03, eta: 1 day, 0:41:51, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.5273, top5_acc: 0.7628, loss_cls: 2.0234, loss: 2.0234, grad_norm: 5.2463 2021-03-13 23:24:01,130 - mmaction - INFO - Epoch [10][100/1253] lr: 7.500e-03, eta: 1 day, 0:41:01, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5271, top5_acc: 0.7596, loss_cls: 2.0413, loss: 2.0413, grad_norm: 5.3537 2021-03-13 23:24:13,394 - mmaction - INFO - Epoch [10][120/1253] lr: 7.500e-03, eta: 1 day, 0:40:12, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5500, top5_acc: 0.7703, loss_cls: 1.9376, loss: 1.9376, grad_norm: 5.2085 2021-03-13 23:24:25,744 - mmaction - INFO - Epoch [10][140/1253] lr: 7.500e-03, eta: 1 day, 0:39:24, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5286, top5_acc: 0.7672, loss_cls: 2.0277, loss: 2.0277, grad_norm: 5.3175 2021-03-13 23:24:38,022 - mmaction - INFO - Epoch [10][160/1253] lr: 7.500e-03, eta: 1 day, 0:38:35, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5352, top5_acc: 0.7628, loss_cls: 2.0217, loss: 2.0217, grad_norm: 5.2430 2021-03-13 23:24:50,453 - mmaction - INFO - Epoch [10][180/1253] lr: 7.500e-03, eta: 1 day, 0:37:49, time: 0.623, data_time: 0.004, memory: 8809, top1_acc: 0.5375, top5_acc: 0.7664, loss_cls: 1.9709, loss: 1.9709, grad_norm: 5.2357 2021-03-13 23:25:02,828 - mmaction - INFO - Epoch [10][200/1253] lr: 7.500e-03, eta: 1 day, 0:37:01, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5393, top5_acc: 0.7622, loss_cls: 2.0233, loss: 2.0233, grad_norm: 5.3422 2021-03-13 23:25:15,109 - mmaction - INFO - Epoch [10][220/1253] lr: 7.500e-03, eta: 1 day, 0:36:13, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5318, top5_acc: 0.7578, loss_cls: 2.0397, loss: 2.0397, grad_norm: 5.3762 2021-03-13 23:25:27,343 - mmaction - INFO - Epoch [10][240/1253] lr: 7.500e-03, eta: 1 day, 0:35:25, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5216, top5_acc: 0.7581, loss_cls: 2.0480, loss: 2.0480, grad_norm: 5.4015 2021-03-13 23:25:39,514 - mmaction - INFO - Epoch [10][260/1253] lr: 7.500e-03, eta: 1 day, 0:34:36, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.5286, top5_acc: 0.7565, loss_cls: 2.0212, loss: 2.0212, grad_norm: 5.3773 2021-03-13 23:25:51,730 - mmaction - INFO - Epoch [10][280/1253] lr: 7.500e-03, eta: 1 day, 0:33:47, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5479, top5_acc: 0.7766, loss_cls: 1.9432, loss: 1.9432, grad_norm: 5.3001 2021-03-13 23:26:04,129 - mmaction - INFO - Epoch [10][300/1253] lr: 7.500e-03, eta: 1 day, 0:33:01, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.5339, top5_acc: 0.7578, loss_cls: 2.0265, loss: 2.0265, grad_norm: 5.3384 2021-03-13 23:26:16,379 - mmaction - INFO - Epoch [10][320/1253] lr: 7.500e-03, eta: 1 day, 0:32:13, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5396, top5_acc: 0.7711, loss_cls: 1.9647, loss: 1.9647, grad_norm: 5.4057 2021-03-13 23:26:28,652 - mmaction - INFO - Epoch [10][340/1253] lr: 7.500e-03, eta: 1 day, 0:31:26, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5273, top5_acc: 0.7669, loss_cls: 2.0516, loss: 2.0516, grad_norm: 5.4553 2021-03-13 23:26:40,924 - mmaction - INFO - Epoch [10][360/1253] lr: 7.500e-03, eta: 1 day, 0:30:38, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5312, top5_acc: 0.7661, loss_cls: 1.9963, loss: 1.9963, grad_norm: 5.3826 2021-03-13 23:26:53,211 - mmaction - INFO - Epoch [10][380/1253] lr: 7.500e-03, eta: 1 day, 0:29:51, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5331, top5_acc: 0.7646, loss_cls: 2.0078, loss: 2.0078, grad_norm: 5.3329 2021-03-13 23:27:05,436 - mmaction - INFO - Epoch [10][400/1253] lr: 7.500e-03, eta: 1 day, 0:29:04, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5349, top5_acc: 0.7695, loss_cls: 2.0302, loss: 2.0302, grad_norm: 5.3983 2021-03-13 23:27:17,668 - mmaction - INFO - Epoch [10][420/1253] lr: 7.500e-03, eta: 1 day, 0:28:16, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5310, top5_acc: 0.7656, loss_cls: 2.0007, loss: 2.0007, grad_norm: 5.3645 2021-03-13 23:27:30,008 - mmaction - INFO - Epoch [10][440/1253] lr: 7.500e-03, eta: 1 day, 0:27:30, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5315, top5_acc: 0.7651, loss_cls: 1.9960, loss: 1.9960, grad_norm: 5.4608 2021-03-13 23:27:42,276 - mmaction - INFO - Epoch [10][460/1253] lr: 7.500e-03, eta: 1 day, 0:26:43, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5424, top5_acc: 0.7591, loss_cls: 1.9845, loss: 1.9845, grad_norm: 5.2732 2021-03-13 23:27:54,672 - mmaction - INFO - Epoch [10][480/1253] lr: 7.500e-03, eta: 1 day, 0:25:57, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.5292, top5_acc: 0.7573, loss_cls: 2.0220, loss: 2.0220, grad_norm: 5.3157 2021-03-13 23:28:06,946 - mmaction - INFO - Epoch [10][500/1253] lr: 7.500e-03, eta: 1 day, 0:25:11, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5089, top5_acc: 0.7495, loss_cls: 2.1015, loss: 2.1015, grad_norm: 5.4756 2021-03-13 23:28:19,179 - mmaction - INFO - Epoch [10][520/1253] lr: 7.500e-03, eta: 1 day, 0:24:24, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5430, top5_acc: 0.7797, loss_cls: 1.9668, loss: 1.9668, grad_norm: 5.2725 2021-03-13 23:28:31,468 - mmaction - INFO - Epoch [10][540/1253] lr: 7.500e-03, eta: 1 day, 0:23:38, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5253, top5_acc: 0.7552, loss_cls: 2.0888, loss: 2.0888, grad_norm: 5.3733 2021-03-13 23:28:43,710 - mmaction - INFO - Epoch [10][560/1253] lr: 7.500e-03, eta: 1 day, 0:22:52, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5250, top5_acc: 0.7576, loss_cls: 2.0351, loss: 2.0351, grad_norm: 5.3808 2021-03-13 23:28:56,012 - mmaction - INFO - Epoch [10][580/1253] lr: 7.500e-03, eta: 1 day, 0:22:06, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5208, top5_acc: 0.7503, loss_cls: 2.0802, loss: 2.0802, grad_norm: 5.4012 2021-03-13 23:29:08,433 - mmaction - INFO - Epoch [10][600/1253] lr: 7.500e-03, eta: 1 day, 0:21:21, time: 0.621, data_time: 0.003, memory: 8809, top1_acc: 0.5354, top5_acc: 0.7672, loss_cls: 1.9913, loss: 1.9913, grad_norm: 5.3087 2021-03-13 23:29:20,789 - mmaction - INFO - Epoch [10][620/1253] lr: 7.500e-03, eta: 1 day, 0:20:36, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5167, top5_acc: 0.7495, loss_cls: 2.1242, loss: 2.1242, grad_norm: 5.4668 2021-03-13 23:29:33,075 - mmaction - INFO - Epoch [10][640/1253] lr: 7.500e-03, eta: 1 day, 0:19:51, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5276, top5_acc: 0.7617, loss_cls: 2.0543, loss: 2.0543, grad_norm: 5.3639 2021-03-13 23:29:45,355 - mmaction - INFO - Epoch [10][660/1253] lr: 7.500e-03, eta: 1 day, 0:19:05, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5320, top5_acc: 0.7615, loss_cls: 2.0180, loss: 2.0180, grad_norm: 5.3897 2021-03-13 23:29:57,724 - mmaction - INFO - Epoch [10][680/1253] lr: 7.500e-03, eta: 1 day, 0:18:20, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5240, top5_acc: 0.7539, loss_cls: 2.0498, loss: 2.0498, grad_norm: 5.3039 2021-03-13 23:30:10,007 - mmaction - INFO - Epoch [10][700/1253] lr: 7.500e-03, eta: 1 day, 0:17:35, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5346, top5_acc: 0.7602, loss_cls: 2.0104, loss: 2.0104, grad_norm: 5.3054 2021-03-13 23:30:22,284 - mmaction - INFO - Epoch [10][720/1253] lr: 7.500e-03, eta: 1 day, 0:16:50, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5203, top5_acc: 0.7604, loss_cls: 2.0545, loss: 2.0545, grad_norm: 5.3943 2021-03-13 23:30:34,663 - mmaction - INFO - Epoch [10][740/1253] lr: 7.500e-03, eta: 1 day, 0:16:06, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.5346, top5_acc: 0.7677, loss_cls: 2.0063, loss: 2.0063, grad_norm: 5.3611 2021-03-13 23:30:46,976 - mmaction - INFO - Epoch [10][760/1253] lr: 7.500e-03, eta: 1 day, 0:15:21, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5125, top5_acc: 0.7628, loss_cls: 2.0575, loss: 2.0575, grad_norm: 5.4072 2021-03-13 23:30:59,242 - mmaction - INFO - Epoch [10][780/1253] lr: 7.500e-03, eta: 1 day, 0:14:36, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5378, top5_acc: 0.7633, loss_cls: 2.0211, loss: 2.0211, grad_norm: 5.2830 2021-03-13 23:31:11,397 - mmaction - INFO - Epoch [10][800/1253] lr: 7.500e-03, eta: 1 day, 0:13:50, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.5443, top5_acc: 0.7716, loss_cls: 1.9854, loss: 1.9854, grad_norm: 5.2601 2021-03-13 23:31:23,633 - mmaction - INFO - Epoch [10][820/1253] lr: 7.500e-03, eta: 1 day, 0:13:05, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5372, top5_acc: 0.7674, loss_cls: 1.9977, loss: 1.9977, grad_norm: 5.3483 2021-03-13 23:31:35,971 - mmaction - INFO - Epoch [10][840/1253] lr: 7.500e-03, eta: 1 day, 0:12:21, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5396, top5_acc: 0.7635, loss_cls: 1.9864, loss: 1.9864, grad_norm: 5.3501 2021-03-13 23:31:48,244 - mmaction - INFO - Epoch [10][860/1253] lr: 7.500e-03, eta: 1 day, 0:11:36, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5328, top5_acc: 0.7714, loss_cls: 1.9719, loss: 1.9719, grad_norm: 5.2862 2021-03-13 23:32:00,501 - mmaction - INFO - Epoch [10][880/1253] lr: 7.500e-03, eta: 1 day, 0:10:52, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5281, top5_acc: 0.7646, loss_cls: 2.0147, loss: 2.0147, grad_norm: 5.2798 2021-03-13 23:32:12,788 - mmaction - INFO - Epoch [10][900/1253] lr: 7.500e-03, eta: 1 day, 0:10:07, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5320, top5_acc: 0.7664, loss_cls: 2.0167, loss: 2.0167, grad_norm: 5.3092 2021-03-13 23:32:25,106 - mmaction - INFO - Epoch [10][920/1253] lr: 7.500e-03, eta: 1 day, 0:09:23, time: 0.616, data_time: 0.004, memory: 8809, top1_acc: 0.5339, top5_acc: 0.7654, loss_cls: 2.0125, loss: 2.0125, grad_norm: 5.3537 2021-03-13 23:32:37,379 - mmaction - INFO - Epoch [10][940/1253] lr: 7.500e-03, eta: 1 day, 0:08:40, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5299, top5_acc: 0.7565, loss_cls: 2.0421, loss: 2.0421, grad_norm: 5.3708 2021-03-13 23:32:49,649 - mmaction - INFO - Epoch [10][960/1253] lr: 7.500e-03, eta: 1 day, 0:07:55, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5271, top5_acc: 0.7518, loss_cls: 2.0617, loss: 2.0617, grad_norm: 5.4497 2021-03-13 23:33:01,868 - mmaction - INFO - Epoch [10][980/1253] lr: 7.500e-03, eta: 1 day, 0:07:11, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5302, top5_acc: 0.7602, loss_cls: 2.0295, loss: 2.0295, grad_norm: 5.3670 2021-03-13 23:33:14,200 - mmaction - INFO - Epoch [10][1000/1253] lr: 7.500e-03, eta: 1 day, 0:06:28, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.5516, top5_acc: 0.7701, loss_cls: 1.9729, loss: 1.9729, grad_norm: 5.3403 2021-03-13 23:33:26,423 - mmaction - INFO - Epoch [10][1020/1253] lr: 7.500e-03, eta: 1 day, 0:05:44, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5432, top5_acc: 0.7659, loss_cls: 1.9736, loss: 1.9736, grad_norm: 5.3195 2021-03-13 23:33:38,803 - mmaction - INFO - Epoch [10][1040/1253] lr: 7.500e-03, eta: 1 day, 0:05:01, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5312, top5_acc: 0.7591, loss_cls: 2.0322, loss: 2.0322, grad_norm: 5.4189 2021-03-13 23:33:51,065 - mmaction - INFO - Epoch [10][1060/1253] lr: 7.500e-03, eta: 1 day, 0:04:17, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5232, top5_acc: 0.7573, loss_cls: 2.0492, loss: 2.0492, grad_norm: 5.3362 2021-03-13 23:34:03,311 - mmaction - INFO - Epoch [10][1080/1253] lr: 7.500e-03, eta: 1 day, 0:03:34, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5281, top5_acc: 0.7555, loss_cls: 2.0374, loss: 2.0374, grad_norm: 5.2488 2021-03-13 23:34:15,575 - mmaction - INFO - Epoch [10][1100/1253] lr: 7.500e-03, eta: 1 day, 0:02:50, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5081, top5_acc: 0.7513, loss_cls: 2.0869, loss: 2.0869, grad_norm: 5.3859 2021-03-13 23:34:27,809 - mmaction - INFO - Epoch [10][1120/1253] lr: 7.500e-03, eta: 1 day, 0:02:07, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5383, top5_acc: 0.7674, loss_cls: 2.0104, loss: 2.0104, grad_norm: 5.2071 2021-03-13 23:34:39,952 - mmaction - INFO - Epoch [10][1140/1253] lr: 7.500e-03, eta: 1 day, 0:01:23, time: 0.607, data_time: 0.003, memory: 8809, top1_acc: 0.5318, top5_acc: 0.7490, loss_cls: 2.0662, loss: 2.0662, grad_norm: 5.2874 2021-03-13 23:34:52,181 - mmaction - INFO - Epoch [10][1160/1253] lr: 7.500e-03, eta: 1 day, 0:00:39, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5315, top5_acc: 0.7617, loss_cls: 2.0524, loss: 2.0524, grad_norm: 5.3526 2021-03-13 23:35:04,526 - mmaction - INFO - Epoch [10][1180/1253] lr: 7.500e-03, eta: 23:59:57, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5547, top5_acc: 0.7674, loss_cls: 1.9707, loss: 1.9707, grad_norm: 5.2336 2021-03-13 23:35:16,782 - mmaction - INFO - Epoch [10][1200/1253] lr: 7.500e-03, eta: 23:59:14, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5281, top5_acc: 0.7576, loss_cls: 2.0725, loss: 2.0725, grad_norm: 5.4430 2021-03-13 23:35:29,117 - mmaction - INFO - Epoch [10][1220/1253] lr: 7.500e-03, eta: 23:58:32, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5284, top5_acc: 0.7609, loss_cls: 2.0581, loss: 2.0581, grad_norm: 5.3571 2021-03-13 23:35:41,399 - mmaction - INFO - Epoch [10][1240/1253] lr: 7.500e-03, eta: 23:57:49, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5240, top5_acc: 0.7424, loss_cls: 2.0505, loss: 2.0505, grad_norm: 5.3150 2021-03-13 23:35:51,046 - mmaction - INFO - Saving checkpoint at 10 epochs 2021-03-13 23:39:21,997 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-03-13 23:39:22,973 - mmaction - INFO - top1_acc 0.6009 top5_acc 0.8318 2021-03-13 23:39:22,973 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-03-13 23:39:23,012 - mmaction - INFO - mean_acc 0.6008 2021-03-13 23:39:23,865 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_10.pth. 2021-03-13 23:39:23,866 - mmaction - INFO - Best top1_acc is 0.6009 at 10 epoch. 2021-03-13 23:39:23,874 - mmaction - INFO - Epoch(val) [10][1253] top1_acc: 0.6009, top5_acc: 0.8318, mean_class_accuracy: 0.6008 2021-03-13 23:42:47,583 - mmaction - INFO - Epoch [11][20/1253] lr: 7.500e-03, eta: 1 day, 0:24:07, time: 10.185, data_time: 9.566, memory: 8809, top1_acc: 0.5359, top5_acc: 0.7656, loss_cls: 1.9819, loss: 1.9819, grad_norm: 5.3500 2021-03-13 23:42:59,811 - mmaction - INFO - Epoch [11][40/1253] lr: 7.500e-03, eta: 1 day, 0:23:22, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5383, top5_acc: 0.7648, loss_cls: 1.9727, loss: 1.9727, grad_norm: 5.2047 2021-03-13 23:43:12,054 - mmaction - INFO - Epoch [11][60/1253] lr: 7.500e-03, eta: 1 day, 0:22:36, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5391, top5_acc: 0.7747, loss_cls: 1.9613, loss: 1.9613, grad_norm: 5.1953 2021-03-13 23:43:24,178 - mmaction - INFO - Epoch [11][80/1253] lr: 7.500e-03, eta: 1 day, 0:21:50, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.5357, top5_acc: 0.7703, loss_cls: 1.9968, loss: 1.9968, grad_norm: 5.2957 2021-03-13 23:43:36,498 - mmaction - INFO - Epoch [11][100/1253] lr: 7.500e-03, eta: 1 day, 0:21:05, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5466, top5_acc: 0.7719, loss_cls: 1.9160, loss: 1.9160, grad_norm: 5.2351 2021-03-13 23:43:48,781 - mmaction - INFO - Epoch [11][120/1253] lr: 7.500e-03, eta: 1 day, 0:20:20, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5307, top5_acc: 0.7643, loss_cls: 1.9978, loss: 1.9978, grad_norm: 5.3676 2021-03-13 23:44:01,117 - mmaction - INFO - Epoch [11][140/1253] lr: 7.500e-03, eta: 1 day, 0:19:36, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5398, top5_acc: 0.7654, loss_cls: 1.9889, loss: 1.9889, grad_norm: 5.2998 2021-03-13 23:44:13,359 - mmaction - INFO - Epoch [11][160/1253] lr: 7.500e-03, eta: 1 day, 0:18:52, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5547, top5_acc: 0.7828, loss_cls: 1.9212, loss: 1.9212, grad_norm: 5.2329 2021-03-13 23:44:25,601 - mmaction - INFO - Epoch [11][180/1253] lr: 7.500e-03, eta: 1 day, 0:18:07, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5393, top5_acc: 0.7586, loss_cls: 2.0132, loss: 2.0132, grad_norm: 5.3914 2021-03-13 23:44:37,916 - mmaction - INFO - Epoch [11][200/1253] lr: 7.500e-03, eta: 1 day, 0:17:23, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5466, top5_acc: 0.7758, loss_cls: 1.9677, loss: 1.9677, grad_norm: 5.3448 2021-03-13 23:44:50,191 - mmaction - INFO - Epoch [11][220/1253] lr: 7.500e-03, eta: 1 day, 0:16:38, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5401, top5_acc: 0.7693, loss_cls: 1.9656, loss: 1.9656, grad_norm: 5.3039 2021-03-13 23:45:02,381 - mmaction - INFO - Epoch [11][240/1253] lr: 7.500e-03, eta: 1 day, 0:15:53, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.5289, top5_acc: 0.7680, loss_cls: 2.0049, loss: 2.0049, grad_norm: 5.3831 2021-03-13 23:45:14,647 - mmaction - INFO - Epoch [11][260/1253] lr: 7.500e-03, eta: 1 day, 0:15:09, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5357, top5_acc: 0.7674, loss_cls: 1.9893, loss: 1.9893, grad_norm: 5.3407 2021-03-13 23:45:26,956 - mmaction - INFO - Epoch [11][280/1253] lr: 7.500e-03, eta: 1 day, 0:14:25, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5383, top5_acc: 0.7721, loss_cls: 1.9497, loss: 1.9497, grad_norm: 5.3134 2021-03-13 23:45:39,214 - mmaction - INFO - Epoch [11][300/1253] lr: 7.500e-03, eta: 1 day, 0:13:41, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5549, top5_acc: 0.7742, loss_cls: 1.9348, loss: 1.9348, grad_norm: 5.2673 2021-03-13 23:45:51,400 - mmaction - INFO - Epoch [11][320/1253] lr: 7.500e-03, eta: 1 day, 0:12:57, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.5417, top5_acc: 0.7698, loss_cls: 1.9765, loss: 1.9765, grad_norm: 5.3391 2021-03-13 23:46:03,611 - mmaction - INFO - Epoch [11][340/1253] lr: 7.500e-03, eta: 1 day, 0:12:12, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5477, top5_acc: 0.7703, loss_cls: 1.9669, loss: 1.9669, grad_norm: 5.2240 2021-03-13 23:46:15,779 - mmaction - INFO - Epoch [11][360/1253] lr: 7.500e-03, eta: 1 day, 0:11:28, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5383, top5_acc: 0.7732, loss_cls: 1.9731, loss: 1.9731, grad_norm: 5.3358 2021-03-13 23:46:27,993 - mmaction - INFO - Epoch [11][380/1253] lr: 7.500e-03, eta: 1 day, 0:10:44, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5422, top5_acc: 0.7698, loss_cls: 1.9943, loss: 1.9943, grad_norm: 5.2883 2021-03-13 23:46:40,245 - mmaction - INFO - Epoch [11][400/1253] lr: 7.500e-03, eta: 1 day, 0:10:00, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5409, top5_acc: 0.7685, loss_cls: 1.9846, loss: 1.9846, grad_norm: 5.3100 2021-03-13 23:46:52,529 - mmaction - INFO - Epoch [11][420/1253] lr: 7.500e-03, eta: 1 day, 0:09:17, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5208, top5_acc: 0.7477, loss_cls: 2.0957, loss: 2.0957, grad_norm: 5.4475 2021-03-13 23:47:04,697 - mmaction - INFO - Epoch [11][440/1253] lr: 7.500e-03, eta: 1 day, 0:08:33, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5448, top5_acc: 0.7656, loss_cls: 1.9952, loss: 1.9952, grad_norm: 5.3382 2021-03-13 23:47:17,019 - mmaction - INFO - Epoch [11][460/1253] lr: 7.500e-03, eta: 1 day, 0:07:50, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5474, top5_acc: 0.7693, loss_cls: 1.9425, loss: 1.9425, grad_norm: 5.2223 2021-03-13 23:47:29,304 - mmaction - INFO - Epoch [11][480/1253] lr: 7.500e-03, eta: 1 day, 0:07:07, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5133, top5_acc: 0.7474, loss_cls: 2.0675, loss: 2.0675, grad_norm: 5.4463 2021-03-13 23:47:41,553 - mmaction - INFO - Epoch [11][500/1253] lr: 7.500e-03, eta: 1 day, 0:06:24, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5464, top5_acc: 0.7703, loss_cls: 1.9480, loss: 1.9480, grad_norm: 5.2731 2021-03-13 23:47:53,699 - mmaction - INFO - Epoch [11][520/1253] lr: 7.500e-03, eta: 1 day, 0:05:40, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.5258, top5_acc: 0.7612, loss_cls: 2.0140, loss: 2.0140, grad_norm: 5.3771 2021-03-13 23:48:06,132 - mmaction - INFO - Epoch [11][540/1253] lr: 7.500e-03, eta: 1 day, 0:04:59, time: 0.622, data_time: 0.002, memory: 8809, top1_acc: 0.5411, top5_acc: 0.7716, loss_cls: 1.9556, loss: 1.9556, grad_norm: 5.2566 2021-03-13 23:48:18,526 - mmaction - INFO - Epoch [11][560/1253] lr: 7.500e-03, eta: 1 day, 0:04:17, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.5284, top5_acc: 0.7690, loss_cls: 2.0118, loss: 2.0118, grad_norm: 5.3683 2021-03-13 23:48:30,752 - mmaction - INFO - Epoch [11][580/1253] lr: 7.500e-03, eta: 1 day, 0:03:34, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5284, top5_acc: 0.7617, loss_cls: 2.0100, loss: 2.0100, grad_norm: 5.3217 2021-03-13 23:48:43,210 - mmaction - INFO - Epoch [11][600/1253] lr: 7.500e-03, eta: 1 day, 0:02:53, time: 0.623, data_time: 0.002, memory: 8809, top1_acc: 0.5471, top5_acc: 0.7685, loss_cls: 1.9832, loss: 1.9832, grad_norm: 5.3189 2021-03-13 23:48:55,415 - mmaction - INFO - Epoch [11][620/1253] lr: 7.500e-03, eta: 1 day, 0:02:10, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5409, top5_acc: 0.7789, loss_cls: 1.9509, loss: 1.9509, grad_norm: 5.2768 2021-03-13 23:49:07,691 - mmaction - INFO - Epoch [11][640/1253] lr: 7.500e-03, eta: 1 day, 0:01:28, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5284, top5_acc: 0.7602, loss_cls: 2.0100, loss: 2.0100, grad_norm: 5.2802 2021-03-13 23:49:19,984 - mmaction - INFO - Epoch [11][660/1253] lr: 7.500e-03, eta: 1 day, 0:00:45, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5331, top5_acc: 0.7771, loss_cls: 1.9763, loss: 1.9763, grad_norm: 5.3929 2021-03-13 23:49:32,291 - mmaction - INFO - Epoch [11][680/1253] lr: 7.500e-03, eta: 1 day, 0:00:04, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5372, top5_acc: 0.7667, loss_cls: 1.9770, loss: 1.9770, grad_norm: 5.2707 2021-03-13 23:49:44,563 - mmaction - INFO - Epoch [11][700/1253] lr: 7.500e-03, eta: 23:59:22, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5237, top5_acc: 0.7487, loss_cls: 2.0695, loss: 2.0695, grad_norm: 5.4214 2021-03-13 23:49:56,897 - mmaction - INFO - Epoch [11][720/1253] lr: 7.500e-03, eta: 23:58:40, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5576, top5_acc: 0.7773, loss_cls: 1.9343, loss: 1.9343, grad_norm: 5.3134 2021-03-13 23:50:09,222 - mmaction - INFO - Epoch [11][740/1253] lr: 7.500e-03, eta: 23:57:59, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5312, top5_acc: 0.7518, loss_cls: 2.0503, loss: 2.0503, grad_norm: 5.4963 2021-03-13 23:50:21,522 - mmaction - INFO - Epoch [11][760/1253] lr: 7.500e-03, eta: 23:57:17, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5367, top5_acc: 0.7620, loss_cls: 2.0026, loss: 2.0026, grad_norm: 5.2833 2021-03-13 23:50:33,807 - mmaction - INFO - Epoch [11][780/1253] lr: 7.500e-03, eta: 23:56:35, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5195, top5_acc: 0.7560, loss_cls: 2.0622, loss: 2.0622, grad_norm: 5.4455 2021-03-13 23:50:46,028 - mmaction - INFO - Epoch [11][800/1253] lr: 7.500e-03, eta: 23:55:54, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5339, top5_acc: 0.7599, loss_cls: 2.0085, loss: 2.0085, grad_norm: 5.3150 2021-03-13 23:50:58,231 - mmaction - INFO - Epoch [11][820/1253] lr: 7.500e-03, eta: 23:55:11, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5299, top5_acc: 0.7622, loss_cls: 1.9932, loss: 1.9932, grad_norm: 5.3454 2021-03-13 23:51:10,536 - mmaction - INFO - Epoch [11][840/1253] lr: 7.500e-03, eta: 23:54:30, time: 0.615, data_time: 0.007, memory: 8809, top1_acc: 0.5190, top5_acc: 0.7607, loss_cls: 2.0294, loss: 2.0294, grad_norm: 5.3381 2021-03-13 23:51:22,749 - mmaction - INFO - Epoch [11][860/1253] lr: 7.500e-03, eta: 23:53:48, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5247, top5_acc: 0.7737, loss_cls: 2.0050, loss: 2.0050, grad_norm: 5.3771 2021-03-13 23:51:35,119 - mmaction - INFO - Epoch [11][880/1253] lr: 7.500e-03, eta: 23:53:08, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.5409, top5_acc: 0.7651, loss_cls: 2.0047, loss: 2.0047, grad_norm: 5.3658 2021-03-13 23:51:47,435 - mmaction - INFO - Epoch [11][900/1253] lr: 7.500e-03, eta: 23:52:27, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5380, top5_acc: 0.7667, loss_cls: 1.9805, loss: 1.9805, grad_norm: 5.3106 2021-03-13 23:51:59,871 - mmaction - INFO - Epoch [11][920/1253] lr: 7.500e-03, eta: 23:51:48, time: 0.622, data_time: 0.003, memory: 8809, top1_acc: 0.5315, top5_acc: 0.7695, loss_cls: 1.9861, loss: 1.9861, grad_norm: 5.3436 2021-03-13 23:52:12,124 - mmaction - INFO - Epoch [11][940/1253] lr: 7.500e-03, eta: 23:51:06, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5208, top5_acc: 0.7557, loss_cls: 2.0305, loss: 2.0305, grad_norm: 5.4241 2021-03-13 23:52:24,387 - mmaction - INFO - Epoch [11][960/1253] lr: 7.500e-03, eta: 23:50:25, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5333, top5_acc: 0.7594, loss_cls: 2.0298, loss: 2.0298, grad_norm: 5.4253 2021-03-13 23:52:36,704 - mmaction - INFO - Epoch [11][980/1253] lr: 7.500e-03, eta: 23:49:45, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5312, top5_acc: 0.7591, loss_cls: 2.0252, loss: 2.0252, grad_norm: 5.3078 2021-03-13 23:52:49,189 - mmaction - INFO - Epoch [11][1000/1253] lr: 7.500e-03, eta: 23:49:06, time: 0.624, data_time: 0.002, memory: 8809, top1_acc: 0.5362, top5_acc: 0.7656, loss_cls: 2.0097, loss: 2.0097, grad_norm: 5.3847 2021-03-13 23:53:01,412 - mmaction - INFO - Epoch [11][1020/1253] lr: 7.500e-03, eta: 23:48:25, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5453, top5_acc: 0.7766, loss_cls: 1.9738, loss: 1.9738, grad_norm: 5.2971 2021-03-13 23:53:13,627 - mmaction - INFO - Epoch [11][1040/1253] lr: 7.500e-03, eta: 23:47:44, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5417, top5_acc: 0.7646, loss_cls: 1.9956, loss: 1.9956, grad_norm: 5.2983 2021-03-13 23:53:25,934 - mmaction - INFO - Epoch [11][1060/1253] lr: 7.500e-03, eta: 23:47:03, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5315, top5_acc: 0.7594, loss_cls: 2.0199, loss: 2.0199, grad_norm: 5.3715 2021-03-13 23:53:38,148 - mmaction - INFO - Epoch [11][1080/1253] lr: 7.500e-03, eta: 23:46:23, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5315, top5_acc: 0.7599, loss_cls: 2.0158, loss: 2.0158, grad_norm: 5.3683 2021-03-13 23:53:50,361 - mmaction - INFO - Epoch [11][1100/1253] lr: 7.500e-03, eta: 23:45:42, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5375, top5_acc: 0.7612, loss_cls: 1.9906, loss: 1.9906, grad_norm: 5.3120 2021-03-13 23:54:02,725 - mmaction - INFO - Epoch [11][1120/1253] lr: 7.500e-03, eta: 23:45:02, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.5315, top5_acc: 0.7536, loss_cls: 2.0242, loss: 2.0242, grad_norm: 5.3601 2021-03-13 23:54:14,875 - mmaction - INFO - Epoch [11][1140/1253] lr: 7.500e-03, eta: 23:44:21, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.5349, top5_acc: 0.7669, loss_cls: 2.0081, loss: 2.0081, grad_norm: 5.2861 2021-03-13 23:54:27,203 - mmaction - INFO - Epoch [11][1160/1253] lr: 7.500e-03, eta: 23:43:41, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5385, top5_acc: 0.7680, loss_cls: 1.9694, loss: 1.9694, grad_norm: 5.2685 2021-03-13 23:54:39,564 - mmaction - INFO - Epoch [11][1180/1253] lr: 7.500e-03, eta: 23:43:02, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5432, top5_acc: 0.7745, loss_cls: 1.9330, loss: 1.9330, grad_norm: 5.2861 2021-03-13 23:54:51,899 - mmaction - INFO - Epoch [11][1200/1253] lr: 7.500e-03, eta: 23:42:23, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5279, top5_acc: 0.7589, loss_cls: 2.0288, loss: 2.0288, grad_norm: 5.3592 2021-03-13 23:55:04,260 - mmaction - INFO - Epoch [11][1220/1253] lr: 7.500e-03, eta: 23:41:44, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5419, top5_acc: 0.7667, loss_cls: 1.9836, loss: 1.9836, grad_norm: 5.2951 2021-03-13 23:55:16,660 - mmaction - INFO - Epoch [11][1240/1253] lr: 7.500e-03, eta: 23:41:05, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.5437, top5_acc: 0.7620, loss_cls: 1.9803, loss: 1.9803, grad_norm: 5.2423 2021-03-13 23:58:55,622 - mmaction - INFO - Epoch [12][20/1253] lr: 7.500e-03, eta: 1 day, 0:05:26, time: 10.463, data_time: 9.846, memory: 8809, top1_acc: 0.5508, top5_acc: 0.7703, loss_cls: 1.9448, loss: 1.9448, grad_norm: 5.2389 2021-03-13 23:59:07,922 - mmaction - INFO - Epoch [12][40/1253] lr: 7.500e-03, eta: 1 day, 0:04:44, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5469, top5_acc: 0.7677, loss_cls: 1.9364, loss: 1.9364, grad_norm: 5.2102 2021-03-13 23:59:20,163 - mmaction - INFO - Epoch [12][60/1253] lr: 7.500e-03, eta: 1 day, 0:04:02, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5602, top5_acc: 0.7740, loss_cls: 1.9276, loss: 1.9276, grad_norm: 5.2538 2021-03-13 23:59:32,311 - mmaction - INFO - Epoch [12][80/1253] lr: 7.500e-03, eta: 1 day, 0:03:19, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.5555, top5_acc: 0.7839, loss_cls: 1.8877, loss: 1.8877, grad_norm: 5.2272 2021-03-13 23:59:44,576 - mmaction - INFO - Epoch [12][100/1253] lr: 7.500e-03, eta: 1 day, 0:02:37, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5409, top5_acc: 0.7656, loss_cls: 1.9692, loss: 1.9692, grad_norm: 5.3966 2021-03-13 23:59:56,812 - mmaction - INFO - Epoch [12][120/1253] lr: 7.500e-03, eta: 1 day, 0:01:55, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5451, top5_acc: 0.7781, loss_cls: 1.9175, loss: 1.9175, grad_norm: 5.3576 2021-03-14 00:00:09,187 - mmaction - INFO - Epoch [12][140/1253] lr: 7.500e-03, eta: 1 day, 0:01:15, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5349, top5_acc: 0.7633, loss_cls: 1.9702, loss: 1.9702, grad_norm: 5.3392 2021-03-14 00:00:21,737 - mmaction - INFO - Epoch [12][160/1253] lr: 7.500e-03, eta: 1 day, 0:00:35, time: 0.628, data_time: 0.002, memory: 8809, top1_acc: 0.5404, top5_acc: 0.7760, loss_cls: 1.9631, loss: 1.9631, grad_norm: 5.3169 2021-03-14 00:00:34,427 - mmaction - INFO - Epoch [12][180/1253] lr: 7.500e-03, eta: 23:59:57, time: 0.634, data_time: 0.003, memory: 8809, top1_acc: 0.5237, top5_acc: 0.7654, loss_cls: 2.0241, loss: 2.0241, grad_norm: 5.3640 2021-03-14 00:00:46,789 - mmaction - INFO - Epoch [12][200/1253] lr: 7.500e-03, eta: 23:59:16, time: 0.618, data_time: 0.004, memory: 8809, top1_acc: 0.5414, top5_acc: 0.7727, loss_cls: 1.9769, loss: 1.9769, grad_norm: 5.4372 2021-03-14 00:00:59,000 - mmaction - INFO - Epoch [12][220/1253] lr: 7.500e-03, eta: 23:58:35, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5380, top5_acc: 0.7706, loss_cls: 1.9418, loss: 1.9418, grad_norm: 5.3566 2021-03-14 00:01:11,324 - mmaction - INFO - Epoch [12][240/1253] lr: 7.500e-03, eta: 23:57:54, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5469, top5_acc: 0.7716, loss_cls: 1.9469, loss: 1.9469, grad_norm: 5.3107 2021-03-14 00:01:23,726 - mmaction - INFO - Epoch [12][260/1253] lr: 7.500e-03, eta: 23:57:14, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.5315, top5_acc: 0.7591, loss_cls: 2.0227, loss: 2.0227, grad_norm: 5.4195 2021-03-14 00:01:36,100 - mmaction - INFO - Epoch [12][280/1253] lr: 7.500e-03, eta: 23:56:34, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5333, top5_acc: 0.7622, loss_cls: 2.0392, loss: 2.0392, grad_norm: 5.4173 2021-03-14 00:01:48,441 - mmaction - INFO - Epoch [12][300/1253] lr: 7.500e-03, eta: 23:55:53, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5492, top5_acc: 0.7643, loss_cls: 1.9751, loss: 1.9751, grad_norm: 5.3616 2021-03-14 00:02:00,798 - mmaction - INFO - Epoch [12][320/1253] lr: 7.500e-03, eta: 23:55:13, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5339, top5_acc: 0.7617, loss_cls: 1.9962, loss: 1.9962, grad_norm: 5.3475 2021-03-14 00:02:13,060 - mmaction - INFO - Epoch [12][340/1253] lr: 7.500e-03, eta: 23:54:32, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5391, top5_acc: 0.7703, loss_cls: 1.9566, loss: 1.9566, grad_norm: 5.3750 2021-03-14 00:02:25,458 - mmaction - INFO - Epoch [12][360/1253] lr: 7.500e-03, eta: 23:53:52, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.5305, top5_acc: 0.7708, loss_cls: 1.9834, loss: 1.9834, grad_norm: 5.3607 2021-03-14 00:02:37,889 - mmaction - INFO - Epoch [12][380/1253] lr: 7.500e-03, eta: 23:53:13, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.5518, top5_acc: 0.7750, loss_cls: 1.9389, loss: 1.9389, grad_norm: 5.2509 2021-03-14 00:02:50,233 - mmaction - INFO - Epoch [12][400/1253] lr: 7.500e-03, eta: 23:52:33, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5513, top5_acc: 0.7638, loss_cls: 1.9469, loss: 1.9469, grad_norm: 5.2071 2021-03-14 00:03:02,547 - mmaction - INFO - Epoch [12][420/1253] lr: 7.500e-03, eta: 23:51:53, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5411, top5_acc: 0.7768, loss_cls: 1.9725, loss: 1.9725, grad_norm: 5.4316 2021-03-14 00:03:14,781 - mmaction - INFO - Epoch [12][440/1253] lr: 7.500e-03, eta: 23:51:12, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5456, top5_acc: 0.7669, loss_cls: 1.9819, loss: 1.9819, grad_norm: 5.3574 2021-03-14 00:03:27,010 - mmaction - INFO - Epoch [12][460/1253] lr: 7.500e-03, eta: 23:50:32, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5536, top5_acc: 0.7773, loss_cls: 1.9008, loss: 1.9008, grad_norm: 5.1713 2021-03-14 00:03:39,305 - mmaction - INFO - Epoch [12][480/1253] lr: 7.500e-03, eta: 23:49:51, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5435, top5_acc: 0.7667, loss_cls: 1.9643, loss: 1.9643, grad_norm: 5.2852 2021-03-14 00:03:51,616 - mmaction - INFO - Epoch [12][500/1253] lr: 7.500e-03, eta: 23:49:12, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5479, top5_acc: 0.7674, loss_cls: 1.9586, loss: 1.9586, grad_norm: 5.2580 2021-03-14 00:04:03,905 - mmaction - INFO - Epoch [12][520/1253] lr: 7.500e-03, eta: 23:48:31, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5492, top5_acc: 0.7755, loss_cls: 1.9250, loss: 1.9250, grad_norm: 5.2288 2021-03-14 00:04:16,219 - mmaction - INFO - Epoch [12][540/1253] lr: 7.500e-03, eta: 23:47:52, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5370, top5_acc: 0.7664, loss_cls: 1.9903, loss: 1.9903, grad_norm: 5.2603 2021-03-14 00:04:28,584 - mmaction - INFO - Epoch [12][560/1253] lr: 7.500e-03, eta: 23:47:13, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5430, top5_acc: 0.7724, loss_cls: 1.9604, loss: 1.9604, grad_norm: 5.2194 2021-03-14 00:04:40,943 - mmaction - INFO - Epoch [12][580/1253] lr: 7.500e-03, eta: 23:46:33, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5443, top5_acc: 0.7672, loss_cls: 1.9615, loss: 1.9615, grad_norm: 5.2662 2021-03-14 00:04:53,290 - mmaction - INFO - Epoch [12][600/1253] lr: 7.500e-03, eta: 23:45:54, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5456, top5_acc: 0.7635, loss_cls: 2.0109, loss: 2.0109, grad_norm: 5.3123 2021-03-14 00:05:05,544 - mmaction - INFO - Epoch [12][620/1253] lr: 7.500e-03, eta: 23:45:14, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5490, top5_acc: 0.7833, loss_cls: 1.9236, loss: 1.9236, grad_norm: 5.3132 2021-03-14 00:05:17,929 - mmaction - INFO - Epoch [12][640/1253] lr: 7.500e-03, eta: 23:44:36, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5484, top5_acc: 0.7734, loss_cls: 1.9369, loss: 1.9369, grad_norm: 5.2390 2021-03-14 00:05:30,269 - mmaction - INFO - Epoch [12][660/1253] lr: 7.500e-03, eta: 23:43:57, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5513, top5_acc: 0.7839, loss_cls: 1.9234, loss: 1.9234, grad_norm: 5.3925 2021-03-14 00:05:42,567 - mmaction - INFO - Epoch [12][680/1253] lr: 7.500e-03, eta: 23:43:17, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5495, top5_acc: 0.7755, loss_cls: 1.9404, loss: 1.9404, grad_norm: 5.2651 2021-03-14 00:05:54,855 - mmaction - INFO - Epoch [12][700/1253] lr: 7.500e-03, eta: 23:42:38, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5497, top5_acc: 0.7664, loss_cls: 1.9575, loss: 1.9575, grad_norm: 5.2023 2021-03-14 00:06:07,148 - mmaction - INFO - Epoch [12][720/1253] lr: 7.500e-03, eta: 23:41:59, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5365, top5_acc: 0.7688, loss_cls: 2.0221, loss: 2.0221, grad_norm: 5.4099 2021-03-14 00:06:19,437 - mmaction - INFO - Epoch [12][740/1253] lr: 7.500e-03, eta: 23:41:20, time: 0.613, data_time: 0.000, memory: 8809, top1_acc: 0.5534, top5_acc: 0.7810, loss_cls: 1.9141, loss: 1.9141, grad_norm: 5.2145 2021-03-14 00:06:31,784 - mmaction - INFO - Epoch [12][760/1253] lr: 7.500e-03, eta: 23:40:41, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5318, top5_acc: 0.7656, loss_cls: 2.0161, loss: 2.0161, grad_norm: 5.5059 2021-03-14 00:06:44,078 - mmaction - INFO - Epoch [12][780/1253] lr: 7.500e-03, eta: 23:40:02, time: 0.617, data_time: 0.004, memory: 8809, top1_acc: 0.5615, top5_acc: 0.7812, loss_cls: 1.8948, loss: 1.8948, grad_norm: 5.2604 2021-03-14 00:06:56,456 - mmaction - INFO - Epoch [12][800/1253] lr: 7.500e-03, eta: 23:39:24, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5404, top5_acc: 0.7758, loss_cls: 1.9669, loss: 1.9669, grad_norm: 5.4045 2021-03-14 00:07:08,717 - mmaction - INFO - Epoch [12][820/1253] lr: 7.500e-03, eta: 23:38:45, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5430, top5_acc: 0.7638, loss_cls: 1.9821, loss: 1.9821, grad_norm: 5.3165 2021-03-14 00:07:21,063 - mmaction - INFO - Epoch [12][840/1253] lr: 7.500e-03, eta: 23:38:06, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5370, top5_acc: 0.7721, loss_cls: 1.9815, loss: 1.9815, grad_norm: 5.3460 2021-03-14 00:07:33,335 - mmaction - INFO - Epoch [12][860/1253] lr: 7.500e-03, eta: 23:37:27, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5471, top5_acc: 0.7729, loss_cls: 1.9428, loss: 1.9428, grad_norm: 5.3952 2021-03-14 00:07:45,705 - mmaction - INFO - Epoch [12][880/1253] lr: 7.500e-03, eta: 23:36:50, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5424, top5_acc: 0.7693, loss_cls: 1.9699, loss: 1.9699, grad_norm: 5.3542 2021-03-14 00:07:57,946 - mmaction - INFO - Epoch [12][900/1253] lr: 7.500e-03, eta: 23:36:11, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5383, top5_acc: 0.7635, loss_cls: 2.0124, loss: 2.0124, grad_norm: 5.4011 2021-03-14 00:08:10,245 - mmaction - INFO - Epoch [12][920/1253] lr: 7.500e-03, eta: 23:35:32, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5484, top5_acc: 0.7703, loss_cls: 1.9451, loss: 1.9451, grad_norm: 5.2258 2021-03-14 00:08:22,630 - mmaction - INFO - Epoch [12][940/1253] lr: 7.500e-03, eta: 23:34:54, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5232, top5_acc: 0.7635, loss_cls: 2.0166, loss: 2.0166, grad_norm: 5.4819 2021-03-14 00:08:35,024 - mmaction - INFO - Epoch [12][960/1253] lr: 7.500e-03, eta: 23:34:17, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.5393, top5_acc: 0.7646, loss_cls: 1.9951, loss: 1.9951, grad_norm: 5.4244 2021-03-14 00:08:47,290 - mmaction - INFO - Epoch [12][980/1253] lr: 7.500e-03, eta: 23:33:39, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5409, top5_acc: 0.7708, loss_cls: 1.9673, loss: 1.9673, grad_norm: 5.3434 2021-03-14 00:08:59,522 - mmaction - INFO - Epoch [12][1000/1253] lr: 7.500e-03, eta: 23:33:00, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5336, top5_acc: 0.7672, loss_cls: 1.9852, loss: 1.9852, grad_norm: 5.4297 2021-03-14 00:09:11,702 - mmaction - INFO - Epoch [12][1020/1253] lr: 7.500e-03, eta: 23:32:21, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5328, top5_acc: 0.7604, loss_cls: 2.0109, loss: 2.0109, grad_norm: 5.3474 2021-03-14 00:09:23,915 - mmaction - INFO - Epoch [12][1040/1253] lr: 7.500e-03, eta: 23:31:42, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5299, top5_acc: 0.7576, loss_cls: 2.0482, loss: 2.0482, grad_norm: 5.4258 2021-03-14 00:09:36,240 - mmaction - INFO - Epoch [12][1060/1253] lr: 7.500e-03, eta: 23:31:05, time: 0.617, data_time: 0.004, memory: 8809, top1_acc: 0.5430, top5_acc: 0.7755, loss_cls: 1.9568, loss: 1.9568, grad_norm: 5.2822 2021-03-14 00:09:48,519 - mmaction - INFO - Epoch [12][1080/1253] lr: 7.500e-03, eta: 23:30:26, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5378, top5_acc: 0.7674, loss_cls: 1.9913, loss: 1.9913, grad_norm: 5.3052 2021-03-14 00:10:00,717 - mmaction - INFO - Epoch [12][1100/1253] lr: 7.500e-03, eta: 23:29:48, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5464, top5_acc: 0.7721, loss_cls: 1.9584, loss: 1.9584, grad_norm: 5.3099 2021-03-14 00:10:12,962 - mmaction - INFO - Epoch [12][1120/1253] lr: 7.500e-03, eta: 23:29:10, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5344, top5_acc: 0.7680, loss_cls: 2.0038, loss: 2.0038, grad_norm: 5.4010 2021-03-14 00:10:25,244 - mmaction - INFO - Epoch [12][1140/1253] lr: 7.500e-03, eta: 23:28:32, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5497, top5_acc: 0.7734, loss_cls: 1.9495, loss: 1.9495, grad_norm: 5.2111 2021-03-14 00:10:37,623 - mmaction - INFO - Epoch [12][1160/1253] lr: 7.500e-03, eta: 23:27:55, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.5464, top5_acc: 0.7721, loss_cls: 1.9695, loss: 1.9695, grad_norm: 5.3154 2021-03-14 00:10:49,916 - mmaction - INFO - Epoch [12][1180/1253] lr: 7.500e-03, eta: 23:27:18, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5344, top5_acc: 0.7682, loss_cls: 1.9972, loss: 1.9972, grad_norm: 5.3670 2021-03-14 00:11:02,163 - mmaction - INFO - Epoch [12][1200/1253] lr: 7.500e-03, eta: 23:26:40, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5344, top5_acc: 0.7654, loss_cls: 2.0186, loss: 2.0186, grad_norm: 5.4248 2021-03-14 00:11:14,435 - mmaction - INFO - Epoch [12][1220/1253] lr: 7.500e-03, eta: 23:26:02, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5255, top5_acc: 0.7591, loss_cls: 2.0347, loss: 2.0347, grad_norm: 5.4460 2021-03-14 00:11:26,761 - mmaction - INFO - Epoch [12][1240/1253] lr: 7.500e-03, eta: 23:25:25, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5526, top5_acc: 0.7786, loss_cls: 1.9436, loss: 1.9436, grad_norm: 5.3163 2021-03-14 00:15:05,974 - mmaction - INFO - Epoch [13][20/1253] lr: 7.500e-03, eta: 23:47:29, time: 10.473, data_time: 9.843, memory: 8809, top1_acc: 0.5430, top5_acc: 0.7734, loss_cls: 1.9349, loss: 1.9349, grad_norm: 5.3085 2021-03-14 00:15:18,281 - mmaction - INFO - Epoch [13][40/1253] lr: 7.500e-03, eta: 23:46:49, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5526, top5_acc: 0.7891, loss_cls: 1.8973, loss: 1.8973, grad_norm: 5.2330 2021-03-14 00:15:30,592 - mmaction - INFO - Epoch [13][60/1253] lr: 7.500e-03, eta: 23:46:10, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5526, top5_acc: 0.7721, loss_cls: 1.9511, loss: 1.9511, grad_norm: 5.3645 2021-03-14 00:15:42,871 - mmaction - INFO - Epoch [13][80/1253] lr: 7.500e-03, eta: 23:45:31, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5604, top5_acc: 0.7807, loss_cls: 1.8942, loss: 1.8942, grad_norm: 5.1699 2021-03-14 00:15:55,196 - mmaction - INFO - Epoch [13][100/1253] lr: 7.500e-03, eta: 23:44:52, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5464, top5_acc: 0.7740, loss_cls: 1.9415, loss: 1.9415, grad_norm: 5.3309 2021-03-14 00:16:07,537 - mmaction - INFO - Epoch [13][120/1253] lr: 7.500e-03, eta: 23:44:14, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5495, top5_acc: 0.7724, loss_cls: 1.9420, loss: 1.9420, grad_norm: 5.3264 2021-03-14 00:16:19,745 - mmaction - INFO - Epoch [13][140/1253] lr: 7.500e-03, eta: 23:43:34, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5534, top5_acc: 0.7742, loss_cls: 1.9189, loss: 1.9189, grad_norm: 5.3247 2021-03-14 00:16:32,072 - mmaction - INFO - Epoch [13][160/1253] lr: 7.500e-03, eta: 23:42:55, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5526, top5_acc: 0.7784, loss_cls: 1.8981, loss: 1.8981, grad_norm: 5.2075 2021-03-14 00:16:44,409 - mmaction - INFO - Epoch [13][180/1253] lr: 7.500e-03, eta: 23:42:17, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5607, top5_acc: 0.7875, loss_cls: 1.8847, loss: 1.8847, grad_norm: 5.3072 2021-03-14 00:16:56,636 - mmaction - INFO - Epoch [13][200/1253] lr: 7.500e-03, eta: 23:41:38, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5453, top5_acc: 0.7815, loss_cls: 1.9238, loss: 1.9238, grad_norm: 5.3391 2021-03-14 00:17:08,809 - mmaction - INFO - Epoch [13][220/1253] lr: 7.500e-03, eta: 23:40:59, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.5547, top5_acc: 0.7690, loss_cls: 1.9385, loss: 1.9385, grad_norm: 5.2850 2021-03-14 00:17:21,043 - mmaction - INFO - Epoch [13][240/1253] lr: 7.500e-03, eta: 23:40:20, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5339, top5_acc: 0.7747, loss_cls: 1.9585, loss: 1.9585, grad_norm: 5.4583 2021-03-14 00:17:33,306 - mmaction - INFO - Epoch [13][260/1253] lr: 7.500e-03, eta: 23:39:41, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5586, top5_acc: 0.7753, loss_cls: 1.9224, loss: 1.9224, grad_norm: 5.3282 2021-03-14 00:17:45,510 - mmaction - INFO - Epoch [13][280/1253] lr: 7.500e-03, eta: 23:39:02, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5531, top5_acc: 0.7706, loss_cls: 1.9287, loss: 1.9287, grad_norm: 5.3835 2021-03-14 00:17:57,702 - mmaction - INFO - Epoch [13][300/1253] lr: 7.500e-03, eta: 23:38:23, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.5573, top5_acc: 0.7669, loss_cls: 1.9555, loss: 1.9555, grad_norm: 5.2935 2021-03-14 00:18:10,015 - mmaction - INFO - Epoch [13][320/1253] lr: 7.500e-03, eta: 23:37:44, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5529, top5_acc: 0.7812, loss_cls: 1.9044, loss: 1.9044, grad_norm: 5.3351 2021-03-14 00:18:22,260 - mmaction - INFO - Epoch [13][340/1253] lr: 7.500e-03, eta: 23:37:06, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5482, top5_acc: 0.7732, loss_cls: 1.9555, loss: 1.9555, grad_norm: 5.4229 2021-03-14 00:18:34,549 - mmaction - INFO - Epoch [13][360/1253] lr: 7.500e-03, eta: 23:36:28, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5565, top5_acc: 0.7794, loss_cls: 1.9057, loss: 1.9057, grad_norm: 5.2777 2021-03-14 00:18:46,747 - mmaction - INFO - Epoch [13][380/1253] lr: 7.500e-03, eta: 23:35:49, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5591, top5_acc: 0.7810, loss_cls: 1.8916, loss: 1.8916, grad_norm: 5.2942 2021-03-14 00:18:59,015 - mmaction - INFO - Epoch [13][400/1253] lr: 7.500e-03, eta: 23:35:11, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5487, top5_acc: 0.7682, loss_cls: 1.9594, loss: 1.9594, grad_norm: 5.3846 2021-03-14 00:19:11,340 - mmaction - INFO - Epoch [13][420/1253] lr: 7.500e-03, eta: 23:34:33, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5396, top5_acc: 0.7727, loss_cls: 1.9912, loss: 1.9912, grad_norm: 5.4291 2021-03-14 00:19:23,680 - mmaction - INFO - Epoch [13][440/1253] lr: 7.500e-03, eta: 23:33:56, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5516, top5_acc: 0.7750, loss_cls: 1.9311, loss: 1.9311, grad_norm: 5.2909 2021-03-14 00:19:36,032 - mmaction - INFO - Epoch [13][460/1253] lr: 7.500e-03, eta: 23:33:18, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5349, top5_acc: 0.7664, loss_cls: 2.0030, loss: 2.0030, grad_norm: 5.4067 2021-03-14 00:19:48,320 - mmaction - INFO - Epoch [13][480/1253] lr: 7.500e-03, eta: 23:32:40, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5443, top5_acc: 0.7615, loss_cls: 1.9728, loss: 1.9728, grad_norm: 5.4240 2021-03-14 00:20:00,648 - mmaction - INFO - Epoch [13][500/1253] lr: 7.500e-03, eta: 23:32:03, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5461, top5_acc: 0.7661, loss_cls: 1.9687, loss: 1.9687, grad_norm: 5.2868 2021-03-14 00:20:13,006 - mmaction - INFO - Epoch [13][520/1253] lr: 7.500e-03, eta: 23:31:26, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5628, top5_acc: 0.7810, loss_cls: 1.8836, loss: 1.8836, grad_norm: 5.3220 2021-03-14 00:20:25,439 - mmaction - INFO - Epoch [13][540/1253] lr: 7.500e-03, eta: 23:30:49, time: 0.621, data_time: 0.003, memory: 8809, top1_acc: 0.5609, top5_acc: 0.7789, loss_cls: 1.9054, loss: 1.9054, grad_norm: 5.2474 2021-03-14 00:20:37,666 - mmaction - INFO - Epoch [13][560/1253] lr: 7.500e-03, eta: 23:30:11, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5536, top5_acc: 0.7771, loss_cls: 1.9374, loss: 1.9374, grad_norm: 5.2840 2021-03-14 00:20:49,934 - mmaction - INFO - Epoch [13][580/1253] lr: 7.500e-03, eta: 23:29:34, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5482, top5_acc: 0.7753, loss_cls: 1.9444, loss: 1.9444, grad_norm: 5.2216 2021-03-14 00:21:02,149 - mmaction - INFO - Epoch [13][600/1253] lr: 7.500e-03, eta: 23:28:56, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5622, top5_acc: 0.7841, loss_cls: 1.9023, loss: 1.9023, grad_norm: 5.2630 2021-03-14 00:21:14,413 - mmaction - INFO - Epoch [13][620/1253] lr: 7.500e-03, eta: 23:28:18, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5378, top5_acc: 0.7690, loss_cls: 1.9776, loss: 1.9776, grad_norm: 5.3838 2021-03-14 00:21:26,819 - mmaction - INFO - Epoch [13][640/1253] lr: 7.500e-03, eta: 23:27:42, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.5437, top5_acc: 0.7755, loss_cls: 1.9662, loss: 1.9662, grad_norm: 5.4362 2021-03-14 00:21:39,135 - mmaction - INFO - Epoch [13][660/1253] lr: 7.500e-03, eta: 23:27:05, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5484, top5_acc: 0.7760, loss_cls: 1.9289, loss: 1.9289, grad_norm: 5.3833 2021-03-14 00:21:51,383 - mmaction - INFO - Epoch [13][680/1253] lr: 7.500e-03, eta: 23:26:27, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5521, top5_acc: 0.7602, loss_cls: 1.9527, loss: 1.9527, grad_norm: 5.3310 2021-03-14 00:22:03,733 - mmaction - INFO - Epoch [13][700/1253] lr: 7.500e-03, eta: 23:25:50, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5414, top5_acc: 0.7688, loss_cls: 1.9723, loss: 1.9723, grad_norm: 5.3493 2021-03-14 00:22:16,159 - mmaction - INFO - Epoch [13][720/1253] lr: 7.500e-03, eta: 23:25:15, time: 0.623, data_time: 0.004, memory: 8809, top1_acc: 0.5490, top5_acc: 0.7703, loss_cls: 1.9378, loss: 1.9378, grad_norm: 5.2886 2021-03-14 00:22:28,608 - mmaction - INFO - Epoch [13][740/1253] lr: 7.500e-03, eta: 23:24:39, time: 0.622, data_time: 0.003, memory: 8809, top1_acc: 0.5422, top5_acc: 0.7620, loss_cls: 1.9921, loss: 1.9921, grad_norm: 5.3824 2021-03-14 00:22:40,988 - mmaction - INFO - Epoch [13][760/1253] lr: 7.500e-03, eta: 23:24:02, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.5490, top5_acc: 0.7792, loss_cls: 1.9476, loss: 1.9476, grad_norm: 5.3271 2021-03-14 00:22:53,316 - mmaction - INFO - Epoch [13][780/1253] lr: 7.500e-03, eta: 23:23:26, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5586, top5_acc: 0.7701, loss_cls: 1.9546, loss: 1.9546, grad_norm: 5.3135 2021-03-14 00:23:05,611 - mmaction - INFO - Epoch [13][800/1253] lr: 7.500e-03, eta: 23:22:49, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5560, top5_acc: 0.7685, loss_cls: 1.9500, loss: 1.9500, grad_norm: 5.3279 2021-03-14 00:23:17,989 - mmaction - INFO - Epoch [13][820/1253] lr: 7.500e-03, eta: 23:22:13, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5385, top5_acc: 0.7651, loss_cls: 1.9636, loss: 1.9636, grad_norm: 5.3262 2021-03-14 00:23:30,309 - mmaction - INFO - Epoch [13][840/1253] lr: 7.500e-03, eta: 23:21:37, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5484, top5_acc: 0.7682, loss_cls: 1.9661, loss: 1.9661, grad_norm: 5.4140 2021-03-14 00:23:42,595 - mmaction - INFO - Epoch [13][860/1253] lr: 7.500e-03, eta: 23:21:00, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5531, top5_acc: 0.7766, loss_cls: 1.8969, loss: 1.8969, grad_norm: 5.2647 2021-03-14 00:23:54,774 - mmaction - INFO - Epoch [13][880/1253] lr: 7.500e-03, eta: 23:20:23, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5404, top5_acc: 0.7768, loss_cls: 1.9757, loss: 1.9757, grad_norm: 5.4140 2021-03-14 00:24:07,111 - mmaction - INFO - Epoch [13][900/1253] lr: 7.500e-03, eta: 23:19:47, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5346, top5_acc: 0.7737, loss_cls: 1.9701, loss: 1.9701, grad_norm: 5.3675 2021-03-14 00:24:19,286 - mmaction - INFO - Epoch [13][920/1253] lr: 7.500e-03, eta: 23:19:09, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5445, top5_acc: 0.7661, loss_cls: 1.9883, loss: 1.9883, grad_norm: 5.2541 2021-03-14 00:24:31,528 - mmaction - INFO - Epoch [13][940/1253] lr: 7.500e-03, eta: 23:18:33, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5286, top5_acc: 0.7698, loss_cls: 2.0105, loss: 2.0105, grad_norm: 5.4186 2021-03-14 00:24:43,763 - mmaction - INFO - Epoch [13][960/1253] lr: 7.500e-03, eta: 23:17:56, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5563, top5_acc: 0.7685, loss_cls: 1.9431, loss: 1.9431, grad_norm: 5.2830 2021-03-14 00:24:56,032 - mmaction - INFO - Epoch [13][980/1253] lr: 7.500e-03, eta: 23:17:20, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5424, top5_acc: 0.7750, loss_cls: 1.9556, loss: 1.9556, grad_norm: 5.3392 2021-03-14 00:25:08,371 - mmaction - INFO - Epoch [13][1000/1253] lr: 7.500e-03, eta: 23:16:44, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5378, top5_acc: 0.7693, loss_cls: 1.9837, loss: 1.9837, grad_norm: 5.3447 2021-03-14 00:25:20,607 - mmaction - INFO - Epoch [13][1020/1253] lr: 7.500e-03, eta: 23:16:08, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5336, top5_acc: 0.7669, loss_cls: 2.0078, loss: 2.0078, grad_norm: 5.3950 2021-03-14 00:25:32,892 - mmaction - INFO - Epoch [13][1040/1253] lr: 7.500e-03, eta: 23:15:31, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5354, top5_acc: 0.7693, loss_cls: 1.9759, loss: 1.9759, grad_norm: 5.4360 2021-03-14 00:25:45,113 - mmaction - INFO - Epoch [13][1060/1253] lr: 7.500e-03, eta: 23:14:55, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5529, top5_acc: 0.7685, loss_cls: 1.9655, loss: 1.9655, grad_norm: 5.2441 2021-03-14 00:25:57,342 - mmaction - INFO - Epoch [13][1080/1253] lr: 7.500e-03, eta: 23:14:19, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5398, top5_acc: 0.7591, loss_cls: 1.9758, loss: 1.9758, grad_norm: 5.2426 2021-03-14 00:26:09,671 - mmaction - INFO - Epoch [13][1100/1253] lr: 7.500e-03, eta: 23:13:43, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.5453, top5_acc: 0.7844, loss_cls: 1.9276, loss: 1.9276, grad_norm: 5.2507 2021-03-14 00:26:21,849 - mmaction - INFO - Epoch [13][1120/1253] lr: 7.500e-03, eta: 23:13:07, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.5367, top5_acc: 0.7701, loss_cls: 1.9773, loss: 1.9773, grad_norm: 5.3122 2021-03-14 00:26:34,167 - mmaction - INFO - Epoch [13][1140/1253] lr: 7.500e-03, eta: 23:12:31, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5427, top5_acc: 0.7732, loss_cls: 1.9496, loss: 1.9496, grad_norm: 5.3642 2021-03-14 00:26:46,468 - mmaction - INFO - Epoch [13][1160/1253] lr: 7.500e-03, eta: 23:11:55, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5570, top5_acc: 0.7826, loss_cls: 1.9192, loss: 1.9192, grad_norm: 5.3461 2021-03-14 00:26:58,817 - mmaction - INFO - Epoch [13][1180/1253] lr: 7.500e-03, eta: 23:11:20, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5552, top5_acc: 0.7656, loss_cls: 1.9411, loss: 1.9411, grad_norm: 5.3372 2021-03-14 00:27:11,118 - mmaction - INFO - Epoch [13][1200/1253] lr: 7.500e-03, eta: 23:10:45, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5406, top5_acc: 0.7674, loss_cls: 1.9738, loss: 1.9738, grad_norm: 5.4577 2021-03-14 00:27:23,371 - mmaction - INFO - Epoch [13][1220/1253] lr: 7.500e-03, eta: 23:10:09, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5560, top5_acc: 0.7711, loss_cls: 1.9350, loss: 1.9350, grad_norm: 5.3454 2021-03-14 00:27:35,716 - mmaction - INFO - Epoch [13][1240/1253] lr: 7.500e-03, eta: 23:09:34, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.5367, top5_acc: 0.7589, loss_cls: 1.9986, loss: 1.9986, grad_norm: 5.4043 2021-03-14 00:31:12,222 - mmaction - INFO - Epoch [14][20/1253] lr: 7.500e-03, eta: 23:29:23, time: 10.345, data_time: 9.738, memory: 8809, top1_acc: 0.5602, top5_acc: 0.7771, loss_cls: 1.9085, loss: 1.9085, grad_norm: 5.2493 2021-03-14 00:31:24,474 - mmaction - INFO - Epoch [14][40/1253] lr: 7.500e-03, eta: 23:28:45, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5432, top5_acc: 0.7664, loss_cls: 1.9810, loss: 1.9810, grad_norm: 5.4408 2021-03-14 00:31:36,665 - mmaction - INFO - Epoch [14][60/1253] lr: 7.500e-03, eta: 23:28:08, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.5563, top5_acc: 0.7792, loss_cls: 1.9094, loss: 1.9094, grad_norm: 5.3847 2021-03-14 00:31:48,907 - mmaction - INFO - Epoch [14][80/1253] lr: 7.500e-03, eta: 23:27:31, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5539, top5_acc: 0.7716, loss_cls: 1.9224, loss: 1.9224, grad_norm: 5.2705 2021-03-14 00:32:01,104 - mmaction - INFO - Epoch [14][100/1253] lr: 7.500e-03, eta: 23:26:53, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5513, top5_acc: 0.7815, loss_cls: 1.9129, loss: 1.9129, grad_norm: 5.3718 2021-03-14 00:32:13,368 - mmaction - INFO - Epoch [14][120/1253] lr: 7.500e-03, eta: 23:26:16, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5443, top5_acc: 0.7750, loss_cls: 1.9589, loss: 1.9589, grad_norm: 5.3893 2021-03-14 00:32:25,625 - mmaction - INFO - Epoch [14][140/1253] lr: 7.500e-03, eta: 23:25:39, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5677, top5_acc: 0.7901, loss_cls: 1.8488, loss: 1.8488, grad_norm: 5.2799 2021-03-14 00:32:37,803 - mmaction - INFO - Epoch [14][160/1253] lr: 7.500e-03, eta: 23:25:02, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.5641, top5_acc: 0.7836, loss_cls: 1.8916, loss: 1.8916, grad_norm: 5.3552 2021-03-14 00:32:50,046 - mmaction - INFO - Epoch [14][180/1253] lr: 7.500e-03, eta: 23:24:25, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5578, top5_acc: 0.7763, loss_cls: 1.9082, loss: 1.9082, grad_norm: 5.2692 2021-03-14 00:33:02,432 - mmaction - INFO - Epoch [14][200/1253] lr: 7.500e-03, eta: 23:23:49, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.5620, top5_acc: 0.7940, loss_cls: 1.8570, loss: 1.8570, grad_norm: 5.2082 2021-03-14 00:33:14,693 - mmaction - INFO - Epoch [14][220/1253] lr: 7.500e-03, eta: 23:23:12, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5547, top5_acc: 0.7794, loss_cls: 1.9111, loss: 1.9111, grad_norm: 5.3454 2021-03-14 00:33:27,055 - mmaction - INFO - Epoch [14][240/1253] lr: 7.500e-03, eta: 23:22:36, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5724, top5_acc: 0.7885, loss_cls: 1.8404, loss: 1.8404, grad_norm: 5.1727 2021-03-14 00:33:39,289 - mmaction - INFO - Epoch [14][260/1253] lr: 7.500e-03, eta: 23:21:59, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5651, top5_acc: 0.7875, loss_cls: 1.8563, loss: 1.8563, grad_norm: 5.1801 2021-03-14 00:33:51,523 - mmaction - INFO - Epoch [14][280/1253] lr: 7.500e-03, eta: 23:21:23, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5620, top5_acc: 0.7870, loss_cls: 1.8623, loss: 1.8623, grad_norm: 5.1753 2021-03-14 00:34:03,698 - mmaction - INFO - Epoch [14][300/1253] lr: 7.500e-03, eta: 23:20:46, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.5490, top5_acc: 0.7794, loss_cls: 1.9420, loss: 1.9420, grad_norm: 5.3037 2021-03-14 00:34:15,936 - mmaction - INFO - Epoch [14][320/1253] lr: 7.500e-03, eta: 23:20:09, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5607, top5_acc: 0.7789, loss_cls: 1.8968, loss: 1.8968, grad_norm: 5.2545 2021-03-14 00:34:28,122 - mmaction - INFO - Epoch [14][340/1253] lr: 7.500e-03, eta: 23:19:32, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5573, top5_acc: 0.7693, loss_cls: 1.9107, loss: 1.9107, grad_norm: 5.3489 2021-03-14 00:34:40,588 - mmaction - INFO - Epoch [14][360/1253] lr: 7.500e-03, eta: 23:18:57, time: 0.623, data_time: 0.003, memory: 8809, top1_acc: 0.5526, top5_acc: 0.7865, loss_cls: 1.9172, loss: 1.9172, grad_norm: 5.4260 2021-03-14 00:34:52,874 - mmaction - INFO - Epoch [14][380/1253] lr: 7.500e-03, eta: 23:18:21, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5482, top5_acc: 0.7755, loss_cls: 1.9229, loss: 1.9229, grad_norm: 5.2830 2021-03-14 00:35:05,177 - mmaction - INFO - Epoch [14][400/1253] lr: 7.500e-03, eta: 23:17:45, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5565, top5_acc: 0.7773, loss_cls: 1.9028, loss: 1.9028, grad_norm: 5.2992 2021-03-14 00:35:17,429 - mmaction - INFO - Epoch [14][420/1253] lr: 7.500e-03, eta: 23:17:09, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5406, top5_acc: 0.7768, loss_cls: 1.9580, loss: 1.9580, grad_norm: 5.4328 2021-03-14 00:35:29,688 - mmaction - INFO - Epoch [14][440/1253] lr: 7.500e-03, eta: 23:16:33, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5513, top5_acc: 0.7734, loss_cls: 1.9293, loss: 1.9293, grad_norm: 5.3530 2021-03-14 00:35:41,901 - mmaction - INFO - Epoch [14][460/1253] lr: 7.500e-03, eta: 23:15:57, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5477, top5_acc: 0.7768, loss_cls: 1.9066, loss: 1.9066, grad_norm: 5.3543 2021-03-14 00:35:54,187 - mmaction - INFO - Epoch [14][480/1253] lr: 7.500e-03, eta: 23:15:21, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5471, top5_acc: 0.7768, loss_cls: 1.9283, loss: 1.9283, grad_norm: 5.3870 2021-03-14 00:36:06,578 - mmaction - INFO - Epoch [14][500/1253] lr: 7.500e-03, eta: 23:14:46, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5479, top5_acc: 0.7854, loss_cls: 1.9057, loss: 1.9057, grad_norm: 5.3176 2021-03-14 00:36:18,847 - mmaction - INFO - Epoch [14][520/1253] lr: 7.500e-03, eta: 23:14:10, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5477, top5_acc: 0.7828, loss_cls: 1.9213, loss: 1.9213, grad_norm: 5.3556 2021-03-14 00:36:31,113 - mmaction - INFO - Epoch [14][540/1253] lr: 7.500e-03, eta: 23:13:34, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5732, top5_acc: 0.7924, loss_cls: 1.8693, loss: 1.8693, grad_norm: 5.2692 2021-03-14 00:36:43,478 - mmaction - INFO - Epoch [14][560/1253] lr: 7.500e-03, eta: 23:12:59, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5333, top5_acc: 0.7810, loss_cls: 1.9276, loss: 1.9276, grad_norm: 5.3977 2021-03-14 00:36:55,841 - mmaction - INFO - Epoch [14][580/1253] lr: 7.500e-03, eta: 23:12:24, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.5333, top5_acc: 0.7667, loss_cls: 1.9896, loss: 1.9896, grad_norm: 5.4077 2021-03-14 00:37:08,258 - mmaction - INFO - Epoch [14][600/1253] lr: 7.500e-03, eta: 23:11:50, time: 0.622, data_time: 0.002, memory: 8809, top1_acc: 0.5453, top5_acc: 0.7646, loss_cls: 1.9841, loss: 1.9841, grad_norm: 5.4395 2021-03-14 00:37:20,549 - mmaction - INFO - Epoch [14][620/1253] lr: 7.500e-03, eta: 23:11:14, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5563, top5_acc: 0.7841, loss_cls: 1.8658, loss: 1.8658, grad_norm: 5.3591 2021-03-14 00:37:32,788 - mmaction - INFO - Epoch [14][640/1253] lr: 7.500e-03, eta: 23:10:38, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5466, top5_acc: 0.7703, loss_cls: 1.9350, loss: 1.9350, grad_norm: 5.3490 2021-03-14 00:37:44,997 - mmaction - INFO - Epoch [14][660/1253] lr: 7.500e-03, eta: 23:10:03, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5602, top5_acc: 0.7724, loss_cls: 1.9174, loss: 1.9174, grad_norm: 5.2823 2021-03-14 00:37:57,314 - mmaction - INFO - Epoch [14][680/1253] lr: 7.500e-03, eta: 23:09:28, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5635, top5_acc: 0.7862, loss_cls: 1.8769, loss: 1.8769, grad_norm: 5.2944 2021-03-14 00:38:09,635 - mmaction - INFO - Epoch [14][700/1253] lr: 7.500e-03, eta: 23:08:53, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5578, top5_acc: 0.7747, loss_cls: 1.9195, loss: 1.9195, grad_norm: 5.2522 2021-03-14 00:38:21,832 - mmaction - INFO - Epoch [14][720/1253] lr: 7.500e-03, eta: 23:08:17, time: 0.611, data_time: 0.004, memory: 8809, top1_acc: 0.5492, top5_acc: 0.7643, loss_cls: 1.9644, loss: 1.9644, grad_norm: 5.3922 2021-03-14 00:38:34,169 - mmaction - INFO - Epoch [14][740/1253] lr: 7.500e-03, eta: 23:07:42, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5406, top5_acc: 0.7667, loss_cls: 1.9774, loss: 1.9774, grad_norm: 5.4478 2021-03-14 00:38:46,371 - mmaction - INFO - Epoch [14][760/1253] lr: 7.500e-03, eta: 23:07:07, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5414, top5_acc: 0.7729, loss_cls: 1.9400, loss: 1.9400, grad_norm: 5.2697 2021-03-14 00:38:58,709 - mmaction - INFO - Epoch [14][780/1253] lr: 7.500e-03, eta: 23:06:32, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5508, top5_acc: 0.7799, loss_cls: 1.9270, loss: 1.9270, grad_norm: 5.3430 2021-03-14 00:39:10,906 - mmaction - INFO - Epoch [14][800/1253] lr: 7.500e-03, eta: 23:05:56, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5643, top5_acc: 0.7940, loss_cls: 1.8678, loss: 1.8678, grad_norm: 5.2876 2021-03-14 00:39:23,154 - mmaction - INFO - Epoch [14][820/1253] lr: 7.500e-03, eta: 23:05:21, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5396, top5_acc: 0.7680, loss_cls: 1.9570, loss: 1.9570, grad_norm: 5.3299 2021-03-14 00:39:35,512 - mmaction - INFO - Epoch [14][840/1253] lr: 7.500e-03, eta: 23:04:47, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5578, top5_acc: 0.7839, loss_cls: 1.8890, loss: 1.8890, grad_norm: 5.3394 2021-03-14 00:39:47,666 - mmaction - INFO - Epoch [14][860/1253] lr: 7.500e-03, eta: 23:04:11, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.5573, top5_acc: 0.7805, loss_cls: 1.8945, loss: 1.8945, grad_norm: 5.1963 2021-03-14 00:39:59,849 - mmaction - INFO - Epoch [14][880/1253] lr: 7.500e-03, eta: 23:03:36, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5568, top5_acc: 0.7766, loss_cls: 1.9187, loss: 1.9187, grad_norm: 5.3950 2021-03-14 00:40:12,053 - mmaction - INFO - Epoch [14][900/1253] lr: 7.500e-03, eta: 23:03:01, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.5544, top5_acc: 0.7732, loss_cls: 1.9146, loss: 1.9146, grad_norm: 5.3818 2021-03-14 00:40:24,294 - mmaction - INFO - Epoch [14][920/1253] lr: 7.500e-03, eta: 23:02:26, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5568, top5_acc: 0.7768, loss_cls: 1.9250, loss: 1.9250, grad_norm: 5.3419 2021-03-14 00:40:36,489 - mmaction - INFO - Epoch [14][940/1253] lr: 7.500e-03, eta: 23:01:51, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5471, top5_acc: 0.7693, loss_cls: 1.9668, loss: 1.9668, grad_norm: 5.3837 2021-03-14 00:40:48,837 - mmaction - INFO - Epoch [14][960/1253] lr: 7.500e-03, eta: 23:01:17, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5552, top5_acc: 0.7719, loss_cls: 1.9425, loss: 1.9425, grad_norm: 5.3027 2021-03-14 00:41:01,187 - mmaction - INFO - Epoch [14][980/1253] lr: 7.500e-03, eta: 23:00:43, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5615, top5_acc: 0.7776, loss_cls: 1.9033, loss: 1.9033, grad_norm: 5.2534 2021-03-14 00:41:13,467 - mmaction - INFO - Epoch [14][1000/1253] lr: 7.500e-03, eta: 23:00:08, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5539, top5_acc: 0.7724, loss_cls: 1.9450, loss: 1.9450, grad_norm: 5.4156 2021-03-14 00:41:25,723 - mmaction - INFO - Epoch [14][1020/1253] lr: 7.500e-03, eta: 22:59:34, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5555, top5_acc: 0.7753, loss_cls: 1.9322, loss: 1.9322, grad_norm: 5.3454 2021-03-14 00:41:38,038 - mmaction - INFO - Epoch [14][1040/1253] lr: 7.500e-03, eta: 22:59:00, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5568, top5_acc: 0.7698, loss_cls: 1.9281, loss: 1.9281, grad_norm: 5.4562 2021-03-14 00:41:50,337 - mmaction - INFO - Epoch [14][1060/1253] lr: 7.500e-03, eta: 22:58:25, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5414, top5_acc: 0.7667, loss_cls: 1.9765, loss: 1.9765, grad_norm: 5.4298 2021-03-14 00:42:02,735 - mmaction - INFO - Epoch [14][1080/1253] lr: 7.500e-03, eta: 22:57:52, time: 0.620, data_time: 0.009, memory: 8809, top1_acc: 0.5354, top5_acc: 0.7625, loss_cls: 2.0294, loss: 2.0294, grad_norm: 5.4878 2021-03-14 00:42:15,003 - mmaction - INFO - Epoch [14][1100/1253] lr: 7.500e-03, eta: 22:57:18, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5492, top5_acc: 0.7721, loss_cls: 1.9476, loss: 1.9476, grad_norm: 5.3329 2021-03-14 00:42:27,273 - mmaction - INFO - Epoch [14][1120/1253] lr: 7.500e-03, eta: 22:56:43, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5565, top5_acc: 0.7789, loss_cls: 1.8908, loss: 1.8908, grad_norm: 5.3471 2021-03-14 00:42:39,604 - mmaction - INFO - Epoch [14][1140/1253] lr: 7.500e-03, eta: 22:56:10, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5471, top5_acc: 0.7659, loss_cls: 1.9758, loss: 1.9758, grad_norm: 5.3285 2021-03-14 00:42:51,944 - mmaction - INFO - Epoch [14][1160/1253] lr: 7.500e-03, eta: 22:55:36, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.5419, top5_acc: 0.7753, loss_cls: 1.9466, loss: 1.9466, grad_norm: 5.3940 2021-03-14 00:43:04,156 - mmaction - INFO - Epoch [14][1180/1253] lr: 7.500e-03, eta: 22:55:02, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5393, top5_acc: 0.7677, loss_cls: 1.9992, loss: 1.9992, grad_norm: 5.3479 2021-03-14 00:43:16,321 - mmaction - INFO - Epoch [14][1200/1253] lr: 7.500e-03, eta: 22:54:27, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.5482, top5_acc: 0.7763, loss_cls: 1.9543, loss: 1.9543, grad_norm: 5.3340 2021-03-14 00:43:28,585 - mmaction - INFO - Epoch [14][1220/1253] lr: 7.500e-03, eta: 22:53:53, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5461, top5_acc: 0.7703, loss_cls: 1.9576, loss: 1.9576, grad_norm: 5.3833 2021-03-14 00:43:40,888 - mmaction - INFO - Epoch [14][1240/1253] lr: 7.500e-03, eta: 22:53:19, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5451, top5_acc: 0.7732, loss_cls: 1.9880, loss: 1.9880, grad_norm: 5.3664 2021-03-14 00:47:17,794 - mmaction - INFO - Epoch [15][20/1253] lr: 7.500e-03, eta: 23:11:31, time: 10.361, data_time: 9.684, memory: 8809, top1_acc: 0.5622, top5_acc: 0.7896, loss_cls: 1.8598, loss: 1.8598, grad_norm: 5.3132 2021-03-14 00:47:29,996 - mmaction - INFO - Epoch [15][40/1253] lr: 7.500e-03, eta: 23:10:55, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.5539, top5_acc: 0.7812, loss_cls: 1.8910, loss: 1.8910, grad_norm: 5.3999 2021-03-14 00:47:42,277 - mmaction - INFO - Epoch [15][60/1253] lr: 7.500e-03, eta: 23:10:20, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5674, top5_acc: 0.7841, loss_cls: 1.8753, loss: 1.8753, grad_norm: 5.2785 2021-03-14 00:47:54,556 - mmaction - INFO - Epoch [15][80/1253] lr: 7.500e-03, eta: 23:09:45, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5687, top5_acc: 0.7940, loss_cls: 1.8700, loss: 1.8700, grad_norm: 5.2174 2021-03-14 00:48:06,835 - mmaction - INFO - Epoch [15][100/1253] lr: 7.500e-03, eta: 23:09:10, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5516, top5_acc: 0.7786, loss_cls: 1.9414, loss: 1.9414, grad_norm: 5.3229 2021-03-14 00:48:19,078 - mmaction - INFO - Epoch [15][120/1253] lr: 7.500e-03, eta: 23:08:34, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5654, top5_acc: 0.7971, loss_cls: 1.8096, loss: 1.8096, grad_norm: 5.2248 2021-03-14 00:48:31,386 - mmaction - INFO - Epoch [15][140/1253] lr: 7.500e-03, eta: 23:07:59, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5586, top5_acc: 0.7849, loss_cls: 1.8762, loss: 1.8762, grad_norm: 5.3828 2021-03-14 00:48:43,621 - mmaction - INFO - Epoch [15][160/1253] lr: 7.500e-03, eta: 23:07:24, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5516, top5_acc: 0.7820, loss_cls: 1.8822, loss: 1.8822, grad_norm: 5.3079 2021-03-14 00:48:55,864 - mmaction - INFO - Epoch [15][180/1253] lr: 7.500e-03, eta: 23:06:49, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5685, top5_acc: 0.7924, loss_cls: 1.8329, loss: 1.8329, grad_norm: 5.2524 2021-03-14 00:49:07,997 - mmaction - INFO - Epoch [15][200/1253] lr: 7.500e-03, eta: 23:06:14, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.5716, top5_acc: 0.7818, loss_cls: 1.8835, loss: 1.8835, grad_norm: 5.2807 2021-03-14 00:49:20,265 - mmaction - INFO - Epoch [15][220/1253] lr: 7.500e-03, eta: 23:05:39, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5674, top5_acc: 0.7846, loss_cls: 1.8691, loss: 1.8691, grad_norm: 5.2826 2021-03-14 00:49:32,548 - mmaction - INFO - Epoch [15][240/1253] lr: 7.500e-03, eta: 23:05:04, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5594, top5_acc: 0.7758, loss_cls: 1.9177, loss: 1.9177, grad_norm: 5.3184 2021-03-14 00:49:44,843 - mmaction - INFO - Epoch [15][260/1253] lr: 7.500e-03, eta: 23:04:29, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5703, top5_acc: 0.7862, loss_cls: 1.8711, loss: 1.8711, grad_norm: 5.3374 2021-03-14 00:49:57,206 - mmaction - INFO - Epoch [15][280/1253] lr: 7.500e-03, eta: 23:03:55, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5443, top5_acc: 0.7677, loss_cls: 1.9554, loss: 1.9554, grad_norm: 5.4770 2021-03-14 00:50:09,508 - mmaction - INFO - Epoch [15][300/1253] lr: 7.500e-03, eta: 23:03:21, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5443, top5_acc: 0.7786, loss_cls: 1.9440, loss: 1.9440, grad_norm: 5.3907 2021-03-14 00:50:21,859 - mmaction - INFO - Epoch [15][320/1253] lr: 7.500e-03, eta: 23:02:47, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5565, top5_acc: 0.7846, loss_cls: 1.8902, loss: 1.8902, grad_norm: 5.3566 2021-03-14 00:50:34,209 - mmaction - INFO - Epoch [15][340/1253] lr: 7.500e-03, eta: 23:02:13, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5589, top5_acc: 0.7773, loss_cls: 1.9246, loss: 1.9246, grad_norm: 5.3235 2021-03-14 00:50:46,479 - mmaction - INFO - Epoch [15][360/1253] lr: 7.500e-03, eta: 23:01:38, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5596, top5_acc: 0.7849, loss_cls: 1.8857, loss: 1.8857, grad_norm: 5.2987 2021-03-14 00:50:58,828 - mmaction - INFO - Epoch [15][380/1253] lr: 7.500e-03, eta: 23:01:04, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5638, top5_acc: 0.7823, loss_cls: 1.8639, loss: 1.8639, grad_norm: 5.3247 2021-03-14 00:51:11,144 - mmaction - INFO - Epoch [15][400/1253] lr: 7.500e-03, eta: 23:00:30, time: 0.618, data_time: 0.004, memory: 8809, top1_acc: 0.5508, top5_acc: 0.7810, loss_cls: 1.9237, loss: 1.9237, grad_norm: 5.4322 2021-03-14 00:51:23,317 - mmaction - INFO - Epoch [15][420/1253] lr: 7.500e-03, eta: 22:59:55, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.5607, top5_acc: 0.7799, loss_cls: 1.9024, loss: 1.9024, grad_norm: 5.2985 2021-03-14 00:51:35,600 - mmaction - INFO - Epoch [15][440/1253] lr: 7.500e-03, eta: 22:59:21, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5547, top5_acc: 0.7820, loss_cls: 1.9005, loss: 1.9005, grad_norm: 5.4615 2021-03-14 00:51:47,829 - mmaction - INFO - Epoch [15][460/1253] lr: 7.500e-03, eta: 22:58:47, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5484, top5_acc: 0.7789, loss_cls: 1.8970, loss: 1.8970, grad_norm: 5.2716 2021-03-14 00:52:00,093 - mmaction - INFO - Epoch [15][480/1253] lr: 7.500e-03, eta: 22:58:13, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5466, top5_acc: 0.7727, loss_cls: 1.9362, loss: 1.9362, grad_norm: 5.3237 2021-03-14 00:52:12,458 - mmaction - INFO - Epoch [15][500/1253] lr: 7.500e-03, eta: 22:57:39, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5586, top5_acc: 0.7854, loss_cls: 1.8666, loss: 1.8666, grad_norm: 5.2728 2021-03-14 00:52:24,732 - mmaction - INFO - Epoch [15][520/1253] lr: 7.500e-03, eta: 22:57:05, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5573, top5_acc: 0.7823, loss_cls: 1.9053, loss: 1.9053, grad_norm: 5.3828 2021-03-14 00:52:36,937 - mmaction - INFO - Epoch [15][540/1253] lr: 7.500e-03, eta: 22:56:31, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5622, top5_acc: 0.7891, loss_cls: 1.8847, loss: 1.8847, grad_norm: 5.3512 2021-03-14 00:52:49,233 - mmaction - INFO - Epoch [15][560/1253] lr: 7.500e-03, eta: 22:55:57, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5466, top5_acc: 0.7781, loss_cls: 1.9334, loss: 1.9334, grad_norm: 5.3863 2021-03-14 00:53:01,578 - mmaction - INFO - Epoch [15][580/1253] lr: 7.500e-03, eta: 22:55:23, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5471, top5_acc: 0.7750, loss_cls: 1.9277, loss: 1.9277, grad_norm: 5.4046 2021-03-14 00:53:13,902 - mmaction - INFO - Epoch [15][600/1253] lr: 7.500e-03, eta: 22:54:50, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.5570, top5_acc: 0.7763, loss_cls: 1.8995, loss: 1.8995, grad_norm: 5.3466 2021-03-14 00:53:26,075 - mmaction - INFO - Epoch [15][620/1253] lr: 7.500e-03, eta: 22:54:15, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.5484, top5_acc: 0.7753, loss_cls: 1.9253, loss: 1.9253, grad_norm: 5.3438 2021-03-14 00:53:38,339 - mmaction - INFO - Epoch [15][640/1253] lr: 7.500e-03, eta: 22:53:41, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5729, top5_acc: 0.7937, loss_cls: 1.8218, loss: 1.8218, grad_norm: 5.1883 2021-03-14 00:53:50,601 - mmaction - INFO - Epoch [15][660/1253] lr: 7.500e-03, eta: 22:53:08, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5714, top5_acc: 0.7893, loss_cls: 1.8476, loss: 1.8476, grad_norm: 5.3372 2021-03-14 00:54:02,945 - mmaction - INFO - Epoch [15][680/1253] lr: 7.500e-03, eta: 22:52:34, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5565, top5_acc: 0.7737, loss_cls: 1.9117, loss: 1.9117, grad_norm: 5.3814 2021-03-14 00:54:15,213 - mmaction - INFO - Epoch [15][700/1253] lr: 7.500e-03, eta: 22:52:01, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5617, top5_acc: 0.7922, loss_cls: 1.8612, loss: 1.8612, grad_norm: 5.2568 2021-03-14 00:54:27,449 - mmaction - INFO - Epoch [15][720/1253] lr: 7.500e-03, eta: 22:51:27, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5490, top5_acc: 0.7802, loss_cls: 1.8985, loss: 1.8985, grad_norm: 5.3902 2021-03-14 00:54:39,592 - mmaction - INFO - Epoch [15][740/1253] lr: 7.500e-03, eta: 22:50:53, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.5604, top5_acc: 0.7820, loss_cls: 1.8845, loss: 1.8845, grad_norm: 5.3626 2021-03-14 00:54:51,852 - mmaction - INFO - Epoch [15][760/1253] lr: 7.500e-03, eta: 22:50:19, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5586, top5_acc: 0.7812, loss_cls: 1.8873, loss: 1.8873, grad_norm: 5.2131 2021-03-14 00:55:04,140 - mmaction - INFO - Epoch [15][780/1253] lr: 7.500e-03, eta: 22:49:46, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5633, top5_acc: 0.7828, loss_cls: 1.8612, loss: 1.8612, grad_norm: 5.2800 2021-03-14 00:55:16,515 - mmaction - INFO - Epoch [15][800/1253] lr: 7.500e-03, eta: 22:49:13, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5432, top5_acc: 0.7701, loss_cls: 1.9776, loss: 1.9776, grad_norm: 5.5235 2021-03-14 00:55:28,831 - mmaction - INFO - Epoch [15][820/1253] lr: 7.500e-03, eta: 22:48:40, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5547, top5_acc: 0.7784, loss_cls: 1.9152, loss: 1.9152, grad_norm: 5.3552 2021-03-14 00:55:41,076 - mmaction - INFO - Epoch [15][840/1253] lr: 7.500e-03, eta: 22:48:06, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5477, top5_acc: 0.7810, loss_cls: 1.8996, loss: 1.8996, grad_norm: 5.3119 2021-03-14 00:55:53,395 - mmaction - INFO - Epoch [15][860/1253] lr: 7.500e-03, eta: 22:47:33, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5669, top5_acc: 0.7893, loss_cls: 1.8357, loss: 1.8357, grad_norm: 5.2630 2021-03-14 00:56:05,731 - mmaction - INFO - Epoch [15][880/1253] lr: 7.500e-03, eta: 22:47:00, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5701, top5_acc: 0.7901, loss_cls: 1.8520, loss: 1.8520, grad_norm: 5.3601 2021-03-14 00:56:18,114 - mmaction - INFO - Epoch [15][900/1253] lr: 7.500e-03, eta: 22:46:28, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.5492, top5_acc: 0.7781, loss_cls: 1.9251, loss: 1.9251, grad_norm: 5.4589 2021-03-14 00:56:30,470 - mmaction - INFO - Epoch [15][920/1253] lr: 7.500e-03, eta: 22:45:55, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5659, top5_acc: 0.7878, loss_cls: 1.8432, loss: 1.8432, grad_norm: 5.2899 2021-03-14 00:56:42,692 - mmaction - INFO - Epoch [15][940/1253] lr: 7.500e-03, eta: 22:45:22, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5448, top5_acc: 0.7807, loss_cls: 1.9207, loss: 1.9207, grad_norm: 5.4149 2021-03-14 00:56:55,009 - mmaction - INFO - Epoch [15][960/1253] lr: 7.500e-03, eta: 22:44:49, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5503, top5_acc: 0.7682, loss_cls: 1.9293, loss: 1.9293, grad_norm: 5.3461 2021-03-14 00:57:07,280 - mmaction - INFO - Epoch [15][980/1253] lr: 7.500e-03, eta: 22:44:16, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5539, top5_acc: 0.7831, loss_cls: 1.8900, loss: 1.8900, grad_norm: 5.2832 2021-03-14 00:57:19,533 - mmaction - INFO - Epoch [15][1000/1253] lr: 7.500e-03, eta: 22:43:43, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5596, top5_acc: 0.7797, loss_cls: 1.9303, loss: 1.9303, grad_norm: 5.3991 2021-03-14 00:57:31,721 - mmaction - INFO - Epoch [15][1020/1253] lr: 7.500e-03, eta: 22:43:10, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5682, top5_acc: 0.7773, loss_cls: 1.8752, loss: 1.8752, grad_norm: 5.3286 2021-03-14 00:57:44,074 - mmaction - INFO - Epoch [15][1040/1253] lr: 7.500e-03, eta: 22:42:37, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.5417, top5_acc: 0.7711, loss_cls: 1.9465, loss: 1.9465, grad_norm: 5.3880 2021-03-14 00:57:56,414 - mmaction - INFO - Epoch [15][1060/1253] lr: 7.500e-03, eta: 22:42:05, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5411, top5_acc: 0.7661, loss_cls: 1.9851, loss: 1.9851, grad_norm: 5.3938 2021-03-14 00:58:08,716 - mmaction - INFO - Epoch [15][1080/1253] lr: 7.500e-03, eta: 22:41:32, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5523, top5_acc: 0.7732, loss_cls: 1.9231, loss: 1.9231, grad_norm: 5.4381 2021-03-14 00:58:21,037 - mmaction - INFO - Epoch [15][1100/1253] lr: 7.500e-03, eta: 22:41:00, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5508, top5_acc: 0.7630, loss_cls: 1.9733, loss: 1.9733, grad_norm: 5.4265 2021-03-14 00:58:33,357 - mmaction - INFO - Epoch [15][1120/1253] lr: 7.500e-03, eta: 22:40:27, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5479, top5_acc: 0.7789, loss_cls: 1.9279, loss: 1.9279, grad_norm: 5.3578 2021-03-14 00:58:45,668 - mmaction - INFO - Epoch [15][1140/1253] lr: 7.500e-03, eta: 22:39:55, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5633, top5_acc: 0.7867, loss_cls: 1.8579, loss: 1.8579, grad_norm: 5.2967 2021-03-14 00:58:58,060 - mmaction - INFO - Epoch [15][1160/1253] lr: 7.500e-03, eta: 22:39:23, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5581, top5_acc: 0.7888, loss_cls: 1.8757, loss: 1.8757, grad_norm: 5.2557 2021-03-14 00:59:10,361 - mmaction - INFO - Epoch [15][1180/1253] lr: 7.500e-03, eta: 22:38:51, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5490, top5_acc: 0.7802, loss_cls: 1.9166, loss: 1.9166, grad_norm: 5.2609 2021-03-14 00:59:22,675 - mmaction - INFO - Epoch [15][1200/1253] lr: 7.500e-03, eta: 22:38:18, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5466, top5_acc: 0.7688, loss_cls: 1.9404, loss: 1.9404, grad_norm: 5.2763 2021-03-14 00:59:35,027 - mmaction - INFO - Epoch [15][1220/1253] lr: 7.500e-03, eta: 22:37:46, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5589, top5_acc: 0.7789, loss_cls: 1.8856, loss: 1.8856, grad_norm: 5.2571 2021-03-14 00:59:47,346 - mmaction - INFO - Epoch [15][1240/1253] lr: 7.500e-03, eta: 22:37:14, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5549, top5_acc: 0.7896, loss_cls: 1.8770, loss: 1.8770, grad_norm: 5.3725 2021-03-14 01:03:33,762 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-03-14 01:03:34,732 - mmaction - INFO - top1_acc 0.6223 top5_acc 0.8444 2021-03-14 01:03:34,733 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-03-14 01:03:34,772 - mmaction - INFO - mean_acc 0.6221 2021-03-14 01:03:36,081 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_15.pth. 2021-03-14 01:03:36,081 - mmaction - INFO - Best top1_acc is 0.6223 at 15 epoch. 2021-03-14 01:03:36,102 - mmaction - INFO - Epoch(val) [15][1253] top1_acc: 0.6223, top5_acc: 0.8444, mean_class_accuracy: 0.6221 2021-03-14 01:06:59,360 - mmaction - INFO - Epoch [16][20/1253] lr: 7.500e-03, eta: 22:53:36, time: 10.162, data_time: 9.513, memory: 8809, top1_acc: 0.5680, top5_acc: 0.7904, loss_cls: 1.8329, loss: 1.8329, grad_norm: 5.3911 2021-03-14 01:07:11,532 - mmaction - INFO - Epoch [16][40/1253] lr: 7.500e-03, eta: 22:53:02, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.5680, top5_acc: 0.7932, loss_cls: 1.8255, loss: 1.8255, grad_norm: 5.2856 2021-03-14 01:07:23,790 - mmaction - INFO - Epoch [16][60/1253] lr: 7.500e-03, eta: 22:52:29, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5523, top5_acc: 0.7831, loss_cls: 1.9041, loss: 1.9041, grad_norm: 5.4207 2021-03-14 01:07:35,995 - mmaction - INFO - Epoch [16][80/1253] lr: 7.500e-03, eta: 22:51:55, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5786, top5_acc: 0.7924, loss_cls: 1.8379, loss: 1.8379, grad_norm: 5.2624 2021-03-14 01:07:48,350 - mmaction - INFO - Epoch [16][100/1253] lr: 7.500e-03, eta: 22:51:22, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5576, top5_acc: 0.7823, loss_cls: 1.9009, loss: 1.9009, grad_norm: 5.3762 2021-03-14 01:08:00,513 - mmaction - INFO - Epoch [16][120/1253] lr: 7.500e-03, eta: 22:50:48, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.5711, top5_acc: 0.7924, loss_cls: 1.8235, loss: 1.8235, grad_norm: 5.3344 2021-03-14 01:08:12,809 - mmaction - INFO - Epoch [16][140/1253] lr: 7.500e-03, eta: 22:50:14, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5570, top5_acc: 0.7794, loss_cls: 1.8985, loss: 1.8985, grad_norm: 5.4271 2021-03-14 01:08:25,011 - mmaction - INFO - Epoch [16][160/1253] lr: 7.500e-03, eta: 22:49:41, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5612, top5_acc: 0.7823, loss_cls: 1.8888, loss: 1.8888, grad_norm: 5.2630 2021-03-14 01:08:37,223 - mmaction - INFO - Epoch [16][180/1253] lr: 7.500e-03, eta: 22:49:07, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5680, top5_acc: 0.7924, loss_cls: 1.8492, loss: 1.8492, grad_norm: 5.2301 2021-03-14 01:08:49,509 - mmaction - INFO - Epoch [16][200/1253] lr: 7.500e-03, eta: 22:48:34, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5594, top5_acc: 0.7688, loss_cls: 1.9162, loss: 1.9162, grad_norm: 5.2952 2021-03-14 01:09:01,697 - mmaction - INFO - Epoch [16][220/1253] lr: 7.500e-03, eta: 22:48:00, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5552, top5_acc: 0.7870, loss_cls: 1.8551, loss: 1.8551, grad_norm: 5.2238 2021-03-14 01:09:13,978 - mmaction - INFO - Epoch [16][240/1253] lr: 7.500e-03, eta: 22:47:27, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5677, top5_acc: 0.7898, loss_cls: 1.8454, loss: 1.8454, grad_norm: 5.2305 2021-03-14 01:09:26,296 - mmaction - INFO - Epoch [16][260/1253] lr: 7.500e-03, eta: 22:46:54, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5437, top5_acc: 0.7641, loss_cls: 1.9686, loss: 1.9686, grad_norm: 5.4927 2021-03-14 01:09:38,639 - mmaction - INFO - Epoch [16][280/1253] lr: 7.500e-03, eta: 22:46:21, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5591, top5_acc: 0.7909, loss_cls: 1.8623, loss: 1.8623, grad_norm: 5.3019 2021-03-14 01:09:50,900 - mmaction - INFO - Epoch [16][300/1253] lr: 7.500e-03, eta: 22:45:48, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5779, top5_acc: 0.7956, loss_cls: 1.8075, loss: 1.8075, grad_norm: 5.2700 2021-03-14 01:10:03,203 - mmaction - INFO - Epoch [16][320/1253] lr: 7.500e-03, eta: 22:45:16, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5760, top5_acc: 0.7964, loss_cls: 1.7952, loss: 1.7952, grad_norm: 5.3213 2021-03-14 01:10:15,455 - mmaction - INFO - Epoch [16][340/1253] lr: 7.500e-03, eta: 22:44:43, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5521, top5_acc: 0.7849, loss_cls: 1.8744, loss: 1.8744, grad_norm: 5.3343 2021-03-14 01:10:27,741 - mmaction - INFO - Epoch [16][360/1253] lr: 7.500e-03, eta: 22:44:10, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5620, top5_acc: 0.7852, loss_cls: 1.8967, loss: 1.8967, grad_norm: 5.3183 2021-03-14 01:10:40,075 - mmaction - INFO - Epoch [16][380/1253] lr: 7.500e-03, eta: 22:43:37, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5633, top5_acc: 0.7849, loss_cls: 1.8786, loss: 1.8786, grad_norm: 5.4028 2021-03-14 01:10:52,331 - mmaction - INFO - Epoch [16][400/1253] lr: 7.500e-03, eta: 22:43:04, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5555, top5_acc: 0.7794, loss_cls: 1.9316, loss: 1.9316, grad_norm: 5.3882 2021-03-14 01:11:04,589 - mmaction - INFO - Epoch [16][420/1253] lr: 7.500e-03, eta: 22:42:31, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5667, top5_acc: 0.7922, loss_cls: 1.8452, loss: 1.8452, grad_norm: 5.2077 2021-03-14 01:11:16,859 - mmaction - INFO - Epoch [16][440/1253] lr: 7.500e-03, eta: 22:41:59, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5677, top5_acc: 0.7919, loss_cls: 1.8590, loss: 1.8590, grad_norm: 5.3384 2021-03-14 01:11:29,063 - mmaction - INFO - Epoch [16][460/1253] lr: 7.500e-03, eta: 22:41:26, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5633, top5_acc: 0.7750, loss_cls: 1.9099, loss: 1.9099, grad_norm: 5.3622 2021-03-14 01:11:41,270 - mmaction - INFO - Epoch [16][480/1253] lr: 7.500e-03, eta: 22:40:53, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.5586, top5_acc: 0.7898, loss_cls: 1.8846, loss: 1.8846, grad_norm: 5.3654 2021-03-14 01:11:53,513 - mmaction - INFO - Epoch [16][500/1253] lr: 7.500e-03, eta: 22:40:20, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5445, top5_acc: 0.7865, loss_cls: 1.9233, loss: 1.9233, grad_norm: 5.3507 2021-03-14 01:12:05,800 - mmaction - INFO - Epoch [16][520/1253] lr: 7.500e-03, eta: 22:39:47, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5633, top5_acc: 0.7844, loss_cls: 1.8906, loss: 1.8906, grad_norm: 5.3844 2021-03-14 01:12:18,142 - mmaction - INFO - Epoch [16][540/1253] lr: 7.500e-03, eta: 22:39:15, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5745, top5_acc: 0.7870, loss_cls: 1.8610, loss: 1.8610, grad_norm: 5.3156 2021-03-14 01:12:30,446 - mmaction - INFO - Epoch [16][560/1253] lr: 7.500e-03, eta: 22:38:43, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5680, top5_acc: 0.7823, loss_cls: 1.8596, loss: 1.8596, grad_norm: 5.3540 2021-03-14 01:12:42,623 - mmaction - INFO - Epoch [16][580/1253] lr: 7.500e-03, eta: 22:38:10, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5492, top5_acc: 0.7776, loss_cls: 1.9126, loss: 1.9126, grad_norm: 5.3784 2021-03-14 01:12:54,961 - mmaction - INFO - Epoch [16][600/1253] lr: 7.500e-03, eta: 22:37:38, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5594, top5_acc: 0.7935, loss_cls: 1.8821, loss: 1.8821, grad_norm: 5.3386 2021-03-14 01:13:07,206 - mmaction - INFO - Epoch [16][620/1253] lr: 7.500e-03, eta: 22:37:05, time: 0.614, data_time: 0.004, memory: 8809, top1_acc: 0.5695, top5_acc: 0.7927, loss_cls: 1.8625, loss: 1.8625, grad_norm: 5.2427 2021-03-14 01:13:19,425 - mmaction - INFO - Epoch [16][640/1253] lr: 7.500e-03, eta: 22:36:33, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5818, top5_acc: 0.8016, loss_cls: 1.8062, loss: 1.8062, grad_norm: 5.2362 2021-03-14 01:13:31,635 - mmaction - INFO - Epoch [16][660/1253] lr: 7.500e-03, eta: 22:36:00, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5563, top5_acc: 0.7766, loss_cls: 1.9173, loss: 1.9173, grad_norm: 5.4617 2021-03-14 01:13:43,761 - mmaction - INFO - Epoch [16][680/1253] lr: 7.500e-03, eta: 22:35:27, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.5437, top5_acc: 0.7724, loss_cls: 1.9168, loss: 1.9168, grad_norm: 5.4863 2021-03-14 01:13:55,944 - mmaction - INFO - Epoch [16][700/1253] lr: 7.500e-03, eta: 22:34:55, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5583, top5_acc: 0.7742, loss_cls: 1.9052, loss: 1.9052, grad_norm: 5.4272 2021-03-14 01:14:08,167 - mmaction - INFO - Epoch [16][720/1253] lr: 7.500e-03, eta: 22:34:22, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5583, top5_acc: 0.7745, loss_cls: 1.9290, loss: 1.9290, grad_norm: 5.4400 2021-03-14 01:14:20,501 - mmaction - INFO - Epoch [16][740/1253] lr: 7.500e-03, eta: 22:33:50, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5703, top5_acc: 0.7828, loss_cls: 1.8667, loss: 1.8667, grad_norm: 5.3435 2021-03-14 01:14:32,755 - mmaction - INFO - Epoch [16][760/1253] lr: 7.500e-03, eta: 22:33:18, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5461, top5_acc: 0.7773, loss_cls: 1.9692, loss: 1.9692, grad_norm: 5.4947 2021-03-14 01:14:45,102 - mmaction - INFO - Epoch [16][780/1253] lr: 7.500e-03, eta: 22:32:46, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5526, top5_acc: 0.7836, loss_cls: 1.8859, loss: 1.8859, grad_norm: 5.4212 2021-03-14 01:14:57,425 - mmaction - INFO - Epoch [16][800/1253] lr: 7.500e-03, eta: 22:32:15, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5565, top5_acc: 0.7797, loss_cls: 1.9233, loss: 1.9233, grad_norm: 5.4305 2021-03-14 01:15:09,749 - mmaction - INFO - Epoch [16][820/1253] lr: 7.500e-03, eta: 22:31:43, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5701, top5_acc: 0.7878, loss_cls: 1.8536, loss: 1.8536, grad_norm: 5.3214 2021-03-14 01:15:22,036 - mmaction - INFO - Epoch [16][840/1253] lr: 7.500e-03, eta: 22:31:11, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5620, top5_acc: 0.7706, loss_cls: 1.9235, loss: 1.9235, grad_norm: 5.3387 2021-03-14 01:15:34,216 - mmaction - INFO - Epoch [16][860/1253] lr: 7.500e-03, eta: 22:30:39, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.5659, top5_acc: 0.7826, loss_cls: 1.9027, loss: 1.9027, grad_norm: 5.3783 2021-03-14 01:15:46,436 - mmaction - INFO - Epoch [16][880/1253] lr: 7.500e-03, eta: 22:30:07, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5531, top5_acc: 0.7854, loss_cls: 1.8850, loss: 1.8850, grad_norm: 5.3548 2021-03-14 01:15:58,639 - mmaction - INFO - Epoch [16][900/1253] lr: 7.500e-03, eta: 22:29:35, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.5695, top5_acc: 0.7865, loss_cls: 1.8720, loss: 1.8720, grad_norm: 5.3128 2021-03-14 01:16:10,931 - mmaction - INFO - Epoch [16][920/1253] lr: 7.500e-03, eta: 22:29:03, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5565, top5_acc: 0.7839, loss_cls: 1.8940, loss: 1.8940, grad_norm: 5.3634 2021-03-14 01:16:23,203 - mmaction - INFO - Epoch [16][940/1253] lr: 7.500e-03, eta: 22:28:31, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5510, top5_acc: 0.7784, loss_cls: 1.9169, loss: 1.9169, grad_norm: 5.3789 2021-03-14 01:16:35,587 - mmaction - INFO - Epoch [16][960/1253] lr: 7.500e-03, eta: 22:28:00, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.5534, top5_acc: 0.7820, loss_cls: 1.9305, loss: 1.9305, grad_norm: 5.3701 2021-03-14 01:16:47,751 - mmaction - INFO - Epoch [16][980/1253] lr: 7.500e-03, eta: 22:27:28, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5591, top5_acc: 0.7747, loss_cls: 1.9034, loss: 1.9034, grad_norm: 5.3440 2021-03-14 01:17:00,019 - mmaction - INFO - Epoch [16][1000/1253] lr: 7.500e-03, eta: 22:26:57, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5583, top5_acc: 0.7818, loss_cls: 1.8890, loss: 1.8890, grad_norm: 5.3501 2021-03-14 01:17:12,229 - mmaction - INFO - Epoch [16][1020/1253] lr: 7.500e-03, eta: 22:26:25, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5552, top5_acc: 0.7807, loss_cls: 1.8990, loss: 1.8990, grad_norm: 5.2492 2021-03-14 01:17:24,536 - mmaction - INFO - Epoch [16][1040/1253] lr: 7.500e-03, eta: 22:25:53, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5667, top5_acc: 0.7836, loss_cls: 1.8724, loss: 1.8724, grad_norm: 5.3235 2021-03-14 01:17:36,793 - mmaction - INFO - Epoch [16][1060/1253] lr: 7.500e-03, eta: 22:25:22, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5518, top5_acc: 0.7784, loss_cls: 1.8813, loss: 1.8813, grad_norm: 5.3357 2021-03-14 01:17:49,033 - mmaction - INFO - Epoch [16][1080/1253] lr: 7.500e-03, eta: 22:24:50, time: 0.611, data_time: 0.000, memory: 8809, top1_acc: 0.5510, top5_acc: 0.7820, loss_cls: 1.8957, loss: 1.8957, grad_norm: 5.4111 2021-03-14 01:18:01,344 - mmaction - INFO - Epoch [16][1100/1253] lr: 7.500e-03, eta: 22:24:19, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5497, top5_acc: 0.7677, loss_cls: 1.9408, loss: 1.9408, grad_norm: 5.4092 2021-03-14 01:18:13,526 - mmaction - INFO - Epoch [16][1120/1253] lr: 7.500e-03, eta: 22:23:47, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.5573, top5_acc: 0.7857, loss_cls: 1.9017, loss: 1.9017, grad_norm: 5.3146 2021-03-14 01:18:25,825 - mmaction - INFO - Epoch [16][1140/1253] lr: 7.500e-03, eta: 22:23:16, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5622, top5_acc: 0.7818, loss_cls: 1.8689, loss: 1.8689, grad_norm: 5.3267 2021-03-14 01:18:38,107 - mmaction - INFO - Epoch [16][1160/1253] lr: 7.500e-03, eta: 22:22:45, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5607, top5_acc: 0.7867, loss_cls: 1.8704, loss: 1.8704, grad_norm: 5.3476 2021-03-14 01:18:50,354 - mmaction - INFO - Epoch [16][1180/1253] lr: 7.500e-03, eta: 22:22:13, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5526, top5_acc: 0.7724, loss_cls: 1.8999, loss: 1.8999, grad_norm: 5.2333 2021-03-14 01:19:02,752 - mmaction - INFO - Epoch [16][1200/1253] lr: 7.500e-03, eta: 22:21:43, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.5477, top5_acc: 0.7839, loss_cls: 1.8954, loss: 1.8954, grad_norm: 5.3496 2021-03-14 01:19:14,989 - mmaction - INFO - Epoch [16][1220/1253] lr: 7.500e-03, eta: 22:21:12, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5398, top5_acc: 0.7716, loss_cls: 1.9736, loss: 1.9736, grad_norm: 5.3879 2021-03-14 01:19:27,354 - mmaction - INFO - Epoch [16][1240/1253] lr: 7.500e-03, eta: 22:20:41, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5599, top5_acc: 0.7828, loss_cls: 1.8990, loss: 1.8990, grad_norm: 5.3053 2021-03-14 01:23:02,730 - mmaction - INFO - Epoch [17][20/1253] lr: 7.500e-03, eta: 22:36:02, time: 10.289, data_time: 9.654, memory: 8809, top1_acc: 0.5674, top5_acc: 0.7867, loss_cls: 1.8391, loss: 1.8391, grad_norm: 5.2658 2021-03-14 01:23:15,012 - mmaction - INFO - Epoch [17][40/1253] lr: 7.500e-03, eta: 22:35:30, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5682, top5_acc: 0.7836, loss_cls: 1.8762, loss: 1.8762, grad_norm: 5.2848 2021-03-14 01:23:27,355 - mmaction - INFO - Epoch [17][60/1253] lr: 7.500e-03, eta: 22:34:59, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5594, top5_acc: 0.7794, loss_cls: 1.8847, loss: 1.8847, grad_norm: 5.2930 2021-03-14 01:23:39,476 - mmaction - INFO - Epoch [17][80/1253] lr: 7.500e-03, eta: 22:34:26, time: 0.605, data_time: 0.001, memory: 8809, top1_acc: 0.5622, top5_acc: 0.7945, loss_cls: 1.8477, loss: 1.8477, grad_norm: 5.3448 2021-03-14 01:23:51,593 - mmaction - INFO - Epoch [17][100/1253] lr: 7.500e-03, eta: 22:33:53, time: 0.607, data_time: 0.004, memory: 8809, top1_acc: 0.5646, top5_acc: 0.7917, loss_cls: 1.8506, loss: 1.8506, grad_norm: 5.2816 2021-03-14 01:24:03,883 - mmaction - INFO - Epoch [17][120/1253] lr: 7.500e-03, eta: 22:33:21, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5651, top5_acc: 0.7807, loss_cls: 1.8545, loss: 1.8545, grad_norm: 5.3135 2021-03-14 01:24:16,087 - mmaction - INFO - Epoch [17][140/1253] lr: 7.500e-03, eta: 22:32:49, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5687, top5_acc: 0.7883, loss_cls: 1.8192, loss: 1.8192, grad_norm: 5.2735 2021-03-14 01:24:28,515 - mmaction - INFO - Epoch [17][160/1253] lr: 7.500e-03, eta: 22:32:17, time: 0.622, data_time: 0.002, memory: 8809, top1_acc: 0.5716, top5_acc: 0.7914, loss_cls: 1.8174, loss: 1.8174, grad_norm: 5.2552 2021-03-14 01:24:40,726 - mmaction - INFO - Epoch [17][180/1253] lr: 7.500e-03, eta: 22:31:45, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5742, top5_acc: 0.7878, loss_cls: 1.8148, loss: 1.8148, grad_norm: 5.2436 2021-03-14 01:24:52,995 - mmaction - INFO - Epoch [17][200/1253] lr: 7.500e-03, eta: 22:31:13, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5703, top5_acc: 0.8013, loss_cls: 1.8317, loss: 1.8317, grad_norm: 5.3052 2021-03-14 01:25:05,284 - mmaction - INFO - Epoch [17][220/1253] lr: 7.500e-03, eta: 22:30:42, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5667, top5_acc: 0.7841, loss_cls: 1.8405, loss: 1.8405, grad_norm: 5.2496 2021-03-14 01:25:17,520 - mmaction - INFO - Epoch [17][240/1253] lr: 7.500e-03, eta: 22:30:10, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5724, top5_acc: 0.7909, loss_cls: 1.8307, loss: 1.8307, grad_norm: 5.2762 2021-03-14 01:25:29,798 - mmaction - INFO - Epoch [17][260/1253] lr: 7.500e-03, eta: 22:29:38, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5672, top5_acc: 0.7917, loss_cls: 1.8271, loss: 1.8271, grad_norm: 5.2298 2021-03-14 01:25:42,042 - mmaction - INFO - Epoch [17][280/1253] lr: 7.500e-03, eta: 22:29:06, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5680, top5_acc: 0.7940, loss_cls: 1.8257, loss: 1.8257, grad_norm: 5.2284 2021-03-14 01:25:54,244 - mmaction - INFO - Epoch [17][300/1253] lr: 7.500e-03, eta: 22:28:34, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.5747, top5_acc: 0.7932, loss_cls: 1.8290, loss: 1.8290, grad_norm: 5.2586 2021-03-14 01:26:06,548 - mmaction - INFO - Epoch [17][320/1253] lr: 7.500e-03, eta: 22:28:02, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5687, top5_acc: 0.7906, loss_cls: 1.8482, loss: 1.8482, grad_norm: 5.3103 2021-03-14 01:26:18,822 - mmaction - INFO - Epoch [17][340/1253] lr: 7.500e-03, eta: 22:27:31, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5625, top5_acc: 0.7810, loss_cls: 1.8813, loss: 1.8813, grad_norm: 5.3284 2021-03-14 01:26:31,113 - mmaction - INFO - Epoch [17][360/1253] lr: 7.500e-03, eta: 22:27:00, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5607, top5_acc: 0.7745, loss_cls: 1.9021, loss: 1.9021, grad_norm: 5.4897 2021-03-14 01:26:43,309 - mmaction - INFO - Epoch [17][380/1253] lr: 7.500e-03, eta: 22:26:28, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.5607, top5_acc: 0.7831, loss_cls: 1.8760, loss: 1.8760, grad_norm: 5.3570 2021-03-14 01:26:55,585 - mmaction - INFO - Epoch [17][400/1253] lr: 7.500e-03, eta: 22:25:56, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5724, top5_acc: 0.7935, loss_cls: 1.8663, loss: 1.8663, grad_norm: 5.3444 2021-03-14 01:27:07,791 - mmaction - INFO - Epoch [17][420/1253] lr: 7.500e-03, eta: 22:25:24, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5643, top5_acc: 0.7807, loss_cls: 1.8838, loss: 1.8838, grad_norm: 5.3929 2021-03-14 01:27:20,064 - mmaction - INFO - Epoch [17][440/1253] lr: 7.500e-03, eta: 22:24:53, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5604, top5_acc: 0.7930, loss_cls: 1.8690, loss: 1.8690, grad_norm: 5.3711 2021-03-14 01:27:32,316 - mmaction - INFO - Epoch [17][460/1253] lr: 7.500e-03, eta: 22:24:21, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5643, top5_acc: 0.7909, loss_cls: 1.8302, loss: 1.8302, grad_norm: 5.3510 2021-03-14 01:27:44,454 - mmaction - INFO - Epoch [17][480/1253] lr: 7.500e-03, eta: 22:23:49, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.5646, top5_acc: 0.7867, loss_cls: 1.8746, loss: 1.8746, grad_norm: 5.3624 2021-03-14 01:27:56,702 - mmaction - INFO - Epoch [17][500/1253] lr: 7.500e-03, eta: 22:23:18, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5620, top5_acc: 0.7969, loss_cls: 1.8346, loss: 1.8346, grad_norm: 5.3219 2021-03-14 01:28:08,963 - mmaction - INFO - Epoch [17][520/1253] lr: 7.500e-03, eta: 22:22:47, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5674, top5_acc: 0.7810, loss_cls: 1.8900, loss: 1.8900, grad_norm: 5.3223 2021-03-14 01:28:21,162 - mmaction - INFO - Epoch [17][540/1253] lr: 7.500e-03, eta: 22:22:15, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5503, top5_acc: 0.7815, loss_cls: 1.9135, loss: 1.9135, grad_norm: 5.3291 2021-03-14 01:28:33,442 - mmaction - INFO - Epoch [17][560/1253] lr: 7.500e-03, eta: 22:21:44, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5531, top5_acc: 0.7755, loss_cls: 1.8970, loss: 1.8970, grad_norm: 5.4227 2021-03-14 01:28:45,763 - mmaction - INFO - Epoch [17][580/1253] lr: 7.500e-03, eta: 22:21:13, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5674, top5_acc: 0.7870, loss_cls: 1.8667, loss: 1.8667, grad_norm: 5.3272 2021-03-14 01:28:58,039 - mmaction - INFO - Epoch [17][600/1253] lr: 7.500e-03, eta: 22:20:42, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5622, top5_acc: 0.7669, loss_cls: 1.9402, loss: 1.9402, grad_norm: 5.3997 2021-03-14 01:29:10,416 - mmaction - INFO - Epoch [17][620/1253] lr: 7.500e-03, eta: 22:20:11, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5490, top5_acc: 0.7729, loss_cls: 1.9224, loss: 1.9224, grad_norm: 5.4168 2021-03-14 01:29:22,599 - mmaction - INFO - Epoch [17][640/1253] lr: 7.500e-03, eta: 22:19:40, time: 0.610, data_time: 0.004, memory: 8809, top1_acc: 0.5539, top5_acc: 0.7875, loss_cls: 1.8712, loss: 1.8712, grad_norm: 5.3888 2021-03-14 01:29:34,725 - mmaction - INFO - Epoch [17][660/1253] lr: 7.500e-03, eta: 22:19:08, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.5625, top5_acc: 0.7839, loss_cls: 1.8529, loss: 1.8529, grad_norm: 5.2588 2021-03-14 01:29:46,955 - mmaction - INFO - Epoch [17][680/1253] lr: 7.500e-03, eta: 22:18:37, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5552, top5_acc: 0.7870, loss_cls: 1.8803, loss: 1.8803, grad_norm: 5.3152 2021-03-14 01:29:59,208 - mmaction - INFO - Epoch [17][700/1253] lr: 7.500e-03, eta: 22:18:06, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5591, top5_acc: 0.7880, loss_cls: 1.9032, loss: 1.9032, grad_norm: 5.3850 2021-03-14 01:30:11,509 - mmaction - INFO - Epoch [17][720/1253] lr: 7.500e-03, eta: 22:17:35, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5641, top5_acc: 0.7828, loss_cls: 1.8727, loss: 1.8727, grad_norm: 5.3549 2021-03-14 01:30:23,810 - mmaction - INFO - Epoch [17][740/1253] lr: 7.500e-03, eta: 22:17:05, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5797, top5_acc: 0.7937, loss_cls: 1.7900, loss: 1.7900, grad_norm: 5.2574 2021-03-14 01:30:36,057 - mmaction - INFO - Epoch [17][760/1253] lr: 7.500e-03, eta: 22:16:34, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5682, top5_acc: 0.7815, loss_cls: 1.8757, loss: 1.8757, grad_norm: 5.3308 2021-03-14 01:30:48,424 - mmaction - INFO - Epoch [17][780/1253] lr: 7.500e-03, eta: 22:16:03, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5672, top5_acc: 0.7888, loss_cls: 1.8576, loss: 1.8576, grad_norm: 5.3130 2021-03-14 01:31:00,599 - mmaction - INFO - Epoch [17][800/1253] lr: 7.500e-03, eta: 22:15:32, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5641, top5_acc: 0.7917, loss_cls: 1.8413, loss: 1.8413, grad_norm: 5.3326 2021-03-14 01:31:12,843 - mmaction - INFO - Epoch [17][820/1253] lr: 7.500e-03, eta: 22:15:01, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5664, top5_acc: 0.7760, loss_cls: 1.8966, loss: 1.8966, grad_norm: 5.2866 2021-03-14 01:31:25,041 - mmaction - INFO - Epoch [17][840/1253] lr: 7.500e-03, eta: 22:14:30, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.5523, top5_acc: 0.7792, loss_cls: 1.8915, loss: 1.8915, grad_norm: 5.3269 2021-03-14 01:31:37,354 - mmaction - INFO - Epoch [17][860/1253] lr: 7.500e-03, eta: 22:14:00, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5620, top5_acc: 0.7844, loss_cls: 1.8651, loss: 1.8651, grad_norm: 5.3840 2021-03-14 01:31:49,727 - mmaction - INFO - Epoch [17][880/1253] lr: 7.500e-03, eta: 22:13:30, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5568, top5_acc: 0.7815, loss_cls: 1.9022, loss: 1.9022, grad_norm: 5.3875 2021-03-14 01:32:01,900 - mmaction - INFO - Epoch [17][900/1253] lr: 7.500e-03, eta: 22:12:59, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.5544, top5_acc: 0.7703, loss_cls: 1.9047, loss: 1.9047, grad_norm: 5.4285 2021-03-14 01:32:14,180 - mmaction - INFO - Epoch [17][920/1253] lr: 7.500e-03, eta: 22:12:28, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5760, top5_acc: 0.7958, loss_cls: 1.8056, loss: 1.8056, grad_norm: 5.2796 2021-03-14 01:32:26,343 - mmaction - INFO - Epoch [17][940/1253] lr: 7.500e-03, eta: 22:11:57, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.5628, top5_acc: 0.7885, loss_cls: 1.8566, loss: 1.8566, grad_norm: 5.2997 2021-03-14 01:32:38,577 - mmaction - INFO - Epoch [17][960/1253] lr: 7.500e-03, eta: 22:11:26, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5615, top5_acc: 0.7815, loss_cls: 1.8645, loss: 1.8645, grad_norm: 5.3068 2021-03-14 01:32:50,915 - mmaction - INFO - Epoch [17][980/1253] lr: 7.500e-03, eta: 22:10:56, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5654, top5_acc: 0.7875, loss_cls: 1.8452, loss: 1.8452, grad_norm: 5.3744 2021-03-14 01:33:03,131 - mmaction - INFO - Epoch [17][1000/1253] lr: 7.500e-03, eta: 22:10:26, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5596, top5_acc: 0.7888, loss_cls: 1.8635, loss: 1.8635, grad_norm: 5.3087 2021-03-14 01:33:15,493 - mmaction - INFO - Epoch [17][1020/1253] lr: 7.500e-03, eta: 22:09:56, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5552, top5_acc: 0.7844, loss_cls: 1.9055, loss: 1.9055, grad_norm: 5.3612 2021-03-14 01:33:27,844 - mmaction - INFO - Epoch [17][1040/1253] lr: 7.500e-03, eta: 22:09:26, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5695, top5_acc: 0.7875, loss_cls: 1.8818, loss: 1.8818, grad_norm: 5.3731 2021-03-14 01:33:40,206 - mmaction - INFO - Epoch [17][1060/1253] lr: 7.500e-03, eta: 22:08:56, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5526, top5_acc: 0.7878, loss_cls: 1.8950, loss: 1.8950, grad_norm: 5.3950 2021-03-14 01:33:52,507 - mmaction - INFO - Epoch [17][1080/1253] lr: 7.500e-03, eta: 22:08:26, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5794, top5_acc: 0.7880, loss_cls: 1.8340, loss: 1.8340, grad_norm: 5.2684 2021-03-14 01:34:04,842 - mmaction - INFO - Epoch [17][1100/1253] lr: 7.500e-03, eta: 22:07:56, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5490, top5_acc: 0.7781, loss_cls: 1.9287, loss: 1.9287, grad_norm: 5.3865 2021-03-14 01:34:17,069 - mmaction - INFO - Epoch [17][1120/1253] lr: 7.500e-03, eta: 22:07:25, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5667, top5_acc: 0.7852, loss_cls: 1.8746, loss: 1.8746, grad_norm: 5.2367 2021-03-14 01:34:29,313 - mmaction - INFO - Epoch [17][1140/1253] lr: 7.500e-03, eta: 22:06:55, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5664, top5_acc: 0.7865, loss_cls: 1.8418, loss: 1.8418, grad_norm: 5.2865 2021-03-14 01:34:41,506 - mmaction - INFO - Epoch [17][1160/1253] lr: 7.500e-03, eta: 22:06:25, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.5667, top5_acc: 0.7878, loss_cls: 1.8912, loss: 1.8912, grad_norm: 5.5500 2021-03-14 01:34:53,697 - mmaction - INFO - Epoch [17][1180/1253] lr: 7.500e-03, eta: 22:05:54, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5573, top5_acc: 0.7794, loss_cls: 1.9108, loss: 1.9108, grad_norm: 5.3860 2021-03-14 01:35:05,898 - mmaction - INFO - Epoch [17][1200/1253] lr: 7.500e-03, eta: 22:05:24, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5576, top5_acc: 0.7831, loss_cls: 1.8765, loss: 1.8765, grad_norm: 5.3180 2021-03-14 01:35:18,182 - mmaction - INFO - Epoch [17][1220/1253] lr: 7.500e-03, eta: 22:04:54, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5547, top5_acc: 0.7794, loss_cls: 1.9023, loss: 1.9023, grad_norm: 5.3297 2021-03-14 01:35:30,443 - mmaction - INFO - Epoch [17][1240/1253] lr: 7.500e-03, eta: 22:04:24, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5445, top5_acc: 0.7760, loss_cls: 1.9309, loss: 1.9309, grad_norm: 5.4821 2021-03-14 01:39:06,495 - mmaction - INFO - Epoch [18][20/1253] lr: 7.500e-03, eta: 22:18:43, time: 10.326, data_time: 9.642, memory: 8809, top1_acc: 0.5727, top5_acc: 0.7943, loss_cls: 1.7876, loss: 1.7876, grad_norm: 5.1901 2021-03-14 01:39:18,751 - mmaction - INFO - Epoch [18][40/1253] lr: 7.500e-03, eta: 22:18:12, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5797, top5_acc: 0.7859, loss_cls: 1.8266, loss: 1.8266, grad_norm: 5.2494 2021-03-14 01:39:30,855 - mmaction - INFO - Epoch [18][60/1253] lr: 7.500e-03, eta: 22:17:40, time: 0.605, data_time: 0.002, memory: 8809, top1_acc: 0.5664, top5_acc: 0.7904, loss_cls: 1.8273, loss: 1.8273, grad_norm: 5.3163 2021-03-14 01:39:43,018 - mmaction - INFO - Epoch [18][80/1253] lr: 7.500e-03, eta: 22:17:09, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5763, top5_acc: 0.8010, loss_cls: 1.7708, loss: 1.7708, grad_norm: 5.2773 2021-03-14 01:39:55,275 - mmaction - INFO - Epoch [18][100/1253] lr: 7.500e-03, eta: 22:16:38, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5781, top5_acc: 0.7859, loss_cls: 1.7901, loss: 1.7901, grad_norm: 5.2732 2021-03-14 01:40:07,579 - mmaction - INFO - Epoch [18][120/1253] lr: 7.500e-03, eta: 22:16:07, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5805, top5_acc: 0.7961, loss_cls: 1.7856, loss: 1.7856, grad_norm: 5.2748 2021-03-14 01:40:19,812 - mmaction - INFO - Epoch [18][140/1253] lr: 7.500e-03, eta: 22:15:36, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5740, top5_acc: 0.8081, loss_cls: 1.7698, loss: 1.7698, grad_norm: 5.3349 2021-03-14 01:40:32,085 - mmaction - INFO - Epoch [18][160/1253] lr: 7.500e-03, eta: 22:15:06, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5768, top5_acc: 0.8026, loss_cls: 1.8024, loss: 1.8024, grad_norm: 5.2129 2021-03-14 01:40:44,335 - mmaction - INFO - Epoch [18][180/1253] lr: 7.500e-03, eta: 22:14:35, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5753, top5_acc: 0.7932, loss_cls: 1.8410, loss: 1.8410, grad_norm: 5.2903 2021-03-14 01:40:56,540 - mmaction - INFO - Epoch [18][200/1253] lr: 7.500e-03, eta: 22:14:04, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.5656, top5_acc: 0.7943, loss_cls: 1.8322, loss: 1.8322, grad_norm: 5.3095 2021-03-14 01:41:08,884 - mmaction - INFO - Epoch [18][220/1253] lr: 7.500e-03, eta: 22:13:33, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5534, top5_acc: 0.7846, loss_cls: 1.8760, loss: 1.8760, grad_norm: 5.4444 2021-03-14 01:41:21,083 - mmaction - INFO - Epoch [18][240/1253] lr: 7.500e-03, eta: 22:13:03, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.5635, top5_acc: 0.7906, loss_cls: 1.8505, loss: 1.8505, grad_norm: 5.3724 2021-03-14 01:41:33,305 - mmaction - INFO - Epoch [18][260/1253] lr: 7.500e-03, eta: 22:12:32, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5779, top5_acc: 0.7971, loss_cls: 1.7980, loss: 1.7980, grad_norm: 5.2693 2021-03-14 01:41:45,587 - mmaction - INFO - Epoch [18][280/1253] lr: 7.500e-03, eta: 22:12:01, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5667, top5_acc: 0.7917, loss_cls: 1.8457, loss: 1.8457, grad_norm: 5.3852 2021-03-14 01:41:57,944 - mmaction - INFO - Epoch [18][300/1253] lr: 7.500e-03, eta: 22:11:31, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5565, top5_acc: 0.7826, loss_cls: 1.8627, loss: 1.8627, grad_norm: 5.3259 2021-03-14 01:42:10,107 - mmaction - INFO - Epoch [18][320/1253] lr: 7.500e-03, eta: 22:11:00, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5682, top5_acc: 0.7906, loss_cls: 1.8402, loss: 1.8402, grad_norm: 5.3078 2021-03-14 01:42:22,361 - mmaction - INFO - Epoch [18][340/1253] lr: 7.500e-03, eta: 22:10:30, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5786, top5_acc: 0.7911, loss_cls: 1.7938, loss: 1.7938, grad_norm: 5.2621 2021-03-14 01:42:34,677 - mmaction - INFO - Epoch [18][360/1253] lr: 7.500e-03, eta: 22:10:00, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5695, top5_acc: 0.7896, loss_cls: 1.8344, loss: 1.8344, grad_norm: 5.2952 2021-03-14 01:42:47,007 - mmaction - INFO - Epoch [18][380/1253] lr: 7.500e-03, eta: 22:09:29, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5594, top5_acc: 0.7812, loss_cls: 1.8941, loss: 1.8941, grad_norm: 5.4007 2021-03-14 01:42:59,352 - mmaction - INFO - Epoch [18][400/1253] lr: 7.500e-03, eta: 22:08:59, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5698, top5_acc: 0.7896, loss_cls: 1.8685, loss: 1.8685, grad_norm: 5.4391 2021-03-14 01:43:11,705 - mmaction - INFO - Epoch [18][420/1253] lr: 7.500e-03, eta: 22:08:30, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5661, top5_acc: 0.7849, loss_cls: 1.8555, loss: 1.8555, grad_norm: 5.2797 2021-03-14 01:43:23,904 - mmaction - INFO - Epoch [18][440/1253] lr: 7.500e-03, eta: 22:07:59, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.5797, top5_acc: 0.7898, loss_cls: 1.8113, loss: 1.8113, grad_norm: 5.2640 2021-03-14 01:43:36,267 - mmaction - INFO - Epoch [18][460/1253] lr: 7.500e-03, eta: 22:07:29, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5680, top5_acc: 0.7943, loss_cls: 1.8247, loss: 1.8247, grad_norm: 5.2845 2021-03-14 01:43:48,510 - mmaction - INFO - Epoch [18][480/1253] lr: 7.500e-03, eta: 22:06:59, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5708, top5_acc: 0.7945, loss_cls: 1.7999, loss: 1.7999, grad_norm: 5.3383 2021-03-14 01:44:00,837 - mmaction - INFO - Epoch [18][500/1253] lr: 7.500e-03, eta: 22:06:29, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5706, top5_acc: 0.7846, loss_cls: 1.8427, loss: 1.8427, grad_norm: 5.3567 2021-03-14 01:44:13,063 - mmaction - INFO - Epoch [18][520/1253] lr: 7.500e-03, eta: 22:05:59, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5690, top5_acc: 0.7909, loss_cls: 1.8169, loss: 1.8169, grad_norm: 5.3571 2021-03-14 01:44:25,303 - mmaction - INFO - Epoch [18][540/1253] lr: 7.500e-03, eta: 22:05:28, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5724, top5_acc: 0.7922, loss_cls: 1.8585, loss: 1.8585, grad_norm: 5.3900 2021-03-14 01:44:37,481 - mmaction - INFO - Epoch [18][560/1253] lr: 7.500e-03, eta: 22:04:58, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5672, top5_acc: 0.7828, loss_cls: 1.8616, loss: 1.8616, grad_norm: 5.3672 2021-03-14 01:44:49,888 - mmaction - INFO - Epoch [18][580/1253] lr: 7.500e-03, eta: 22:04:28, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.5609, top5_acc: 0.7826, loss_cls: 1.8723, loss: 1.8723, grad_norm: 5.3808 2021-03-14 01:45:02,291 - mmaction - INFO - Epoch [18][600/1253] lr: 7.500e-03, eta: 22:03:59, time: 0.621, data_time: 0.004, memory: 8809, top1_acc: 0.5622, top5_acc: 0.7974, loss_cls: 1.8425, loss: 1.8425, grad_norm: 5.3472 2021-03-14 01:45:14,605 - mmaction - INFO - Epoch [18][620/1253] lr: 7.500e-03, eta: 22:03:29, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5664, top5_acc: 0.7924, loss_cls: 1.8485, loss: 1.8485, grad_norm: 5.3559 2021-03-14 01:45:26,915 - mmaction - INFO - Epoch [18][640/1253] lr: 7.500e-03, eta: 22:03:00, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5615, top5_acc: 0.7828, loss_cls: 1.8743, loss: 1.8743, grad_norm: 5.4029 2021-03-14 01:45:39,201 - mmaction - INFO - Epoch [18][660/1253] lr: 7.500e-03, eta: 22:02:30, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5687, top5_acc: 0.7867, loss_cls: 1.8492, loss: 1.8492, grad_norm: 5.2665 2021-03-14 01:45:51,419 - mmaction - INFO - Epoch [18][680/1253] lr: 7.500e-03, eta: 22:02:00, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5490, top5_acc: 0.7708, loss_cls: 1.9135, loss: 1.9135, grad_norm: 5.4069 2021-03-14 01:46:03,699 - mmaction - INFO - Epoch [18][700/1253] lr: 7.500e-03, eta: 22:01:30, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5674, top5_acc: 0.7904, loss_cls: 1.8311, loss: 1.8311, grad_norm: 5.3047 2021-03-14 01:46:16,013 - mmaction - INFO - Epoch [18][720/1253] lr: 7.500e-03, eta: 22:01:00, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5581, top5_acc: 0.7763, loss_cls: 1.8915, loss: 1.8915, grad_norm: 5.4119 2021-03-14 01:46:28,222 - mmaction - INFO - Epoch [18][740/1253] lr: 7.500e-03, eta: 22:00:30, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.5727, top5_acc: 0.7958, loss_cls: 1.8160, loss: 1.8160, grad_norm: 5.3683 2021-03-14 01:46:40,685 - mmaction - INFO - Epoch [18][760/1253] lr: 7.500e-03, eta: 22:00:01, time: 0.622, data_time: 0.002, memory: 8809, top1_acc: 0.5786, top5_acc: 0.7937, loss_cls: 1.8267, loss: 1.8267, grad_norm: 5.2695 2021-03-14 01:46:52,976 - mmaction - INFO - Epoch [18][780/1253] lr: 7.500e-03, eta: 21:59:32, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5672, top5_acc: 0.7883, loss_cls: 1.8338, loss: 1.8338, grad_norm: 5.3171 2021-03-14 01:47:05,237 - mmaction - INFO - Epoch [18][800/1253] lr: 7.500e-03, eta: 21:59:02, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5732, top5_acc: 0.7867, loss_cls: 1.8584, loss: 1.8584, grad_norm: 5.2883 2021-03-14 01:47:17,552 - mmaction - INFO - Epoch [18][820/1253] lr: 7.500e-03, eta: 21:58:33, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5669, top5_acc: 0.7862, loss_cls: 1.8725, loss: 1.8725, grad_norm: 5.3803 2021-03-14 01:47:29,831 - mmaction - INFO - Epoch [18][840/1253] lr: 7.500e-03, eta: 21:58:03, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5612, top5_acc: 0.7836, loss_cls: 1.8730, loss: 1.8730, grad_norm: 5.3931 2021-03-14 01:47:42,118 - mmaction - INFO - Epoch [18][860/1253] lr: 7.500e-03, eta: 21:57:34, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5747, top5_acc: 0.7844, loss_cls: 1.8620, loss: 1.8620, grad_norm: 5.3179 2021-03-14 01:47:54,343 - mmaction - INFO - Epoch [18][880/1253] lr: 7.500e-03, eta: 21:57:04, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5628, top5_acc: 0.7880, loss_cls: 1.8529, loss: 1.8529, grad_norm: 5.2938 2021-03-14 01:48:06,508 - mmaction - INFO - Epoch [18][900/1253] lr: 7.500e-03, eta: 21:56:34, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.5682, top5_acc: 0.7906, loss_cls: 1.8348, loss: 1.8348, grad_norm: 5.3548 2021-03-14 01:48:18,793 - mmaction - INFO - Epoch [18][920/1253] lr: 7.500e-03, eta: 21:56:04, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5677, top5_acc: 0.7867, loss_cls: 1.8407, loss: 1.8407, grad_norm: 5.3251 2021-03-14 01:48:31,082 - mmaction - INFO - Epoch [18][940/1253] lr: 7.500e-03, eta: 21:55:35, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5609, top5_acc: 0.7927, loss_cls: 1.8415, loss: 1.8415, grad_norm: 5.3527 2021-03-14 01:48:43,366 - mmaction - INFO - Epoch [18][960/1253] lr: 7.500e-03, eta: 21:55:06, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5737, top5_acc: 0.7987, loss_cls: 1.8044, loss: 1.8044, grad_norm: 5.2912 2021-03-14 01:48:55,603 - mmaction - INFO - Epoch [18][980/1253] lr: 7.500e-03, eta: 21:54:36, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5789, top5_acc: 0.7839, loss_cls: 1.8264, loss: 1.8264, grad_norm: 5.3243 2021-03-14 01:49:07,785 - mmaction - INFO - Epoch [18][1000/1253] lr: 7.500e-03, eta: 21:54:06, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5609, top5_acc: 0.7875, loss_cls: 1.8893, loss: 1.8893, grad_norm: 5.3646 2021-03-14 01:49:20,114 - mmaction - INFO - Epoch [18][1020/1253] lr: 7.500e-03, eta: 21:53:37, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5602, top5_acc: 0.7904, loss_cls: 1.8467, loss: 1.8467, grad_norm: 5.3247 2021-03-14 01:49:32,387 - mmaction - INFO - Epoch [18][1040/1253] lr: 7.500e-03, eta: 21:53:08, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5581, top5_acc: 0.7849, loss_cls: 1.8763, loss: 1.8763, grad_norm: 5.4299 2021-03-14 01:49:44,576 - mmaction - INFO - Epoch [18][1060/1253] lr: 7.500e-03, eta: 21:52:38, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.5737, top5_acc: 0.7966, loss_cls: 1.8095, loss: 1.8095, grad_norm: 5.3390 2021-03-14 01:49:56,819 - mmaction - INFO - Epoch [18][1080/1253] lr: 7.500e-03, eta: 21:52:09, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5560, top5_acc: 0.7799, loss_cls: 1.9136, loss: 1.9136, grad_norm: 5.3289 2021-03-14 01:50:09,137 - mmaction - INFO - Epoch [18][1100/1253] lr: 7.500e-03, eta: 21:51:40, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5714, top5_acc: 0.7956, loss_cls: 1.8187, loss: 1.8187, grad_norm: 5.3403 2021-03-14 01:50:21,347 - mmaction - INFO - Epoch [18][1120/1253] lr: 7.500e-03, eta: 21:51:11, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5576, top5_acc: 0.7781, loss_cls: 1.9402, loss: 1.9402, grad_norm: 5.4486 2021-03-14 01:50:33,650 - mmaction - INFO - Epoch [18][1140/1253] lr: 7.500e-03, eta: 21:50:42, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5581, top5_acc: 0.7815, loss_cls: 1.8942, loss: 1.8942, grad_norm: 5.3713 2021-03-14 01:50:45,888 - mmaction - INFO - Epoch [18][1160/1253] lr: 7.500e-03, eta: 21:50:12, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5591, top5_acc: 0.7846, loss_cls: 1.8959, loss: 1.8959, grad_norm: 5.4240 2021-03-14 01:50:58,205 - mmaction - INFO - Epoch [18][1180/1253] lr: 7.500e-03, eta: 21:49:43, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5529, top5_acc: 0.7789, loss_cls: 1.9023, loss: 1.9023, grad_norm: 5.3721 2021-03-14 01:51:10,408 - mmaction - INFO - Epoch [18][1200/1253] lr: 7.500e-03, eta: 21:49:14, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5547, top5_acc: 0.7794, loss_cls: 1.9161, loss: 1.9161, grad_norm: 5.2929 2021-03-14 01:51:22,627 - mmaction - INFO - Epoch [18][1220/1253] lr: 7.500e-03, eta: 21:48:45, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5656, top5_acc: 0.7789, loss_cls: 1.8618, loss: 1.8618, grad_norm: 5.3074 2021-03-14 01:51:34,951 - mmaction - INFO - Epoch [18][1240/1253] lr: 7.500e-03, eta: 21:48:16, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5711, top5_acc: 0.7945, loss_cls: 1.8640, loss: 1.8640, grad_norm: 5.4190 2021-03-14 01:55:11,914 - mmaction - INFO - Epoch [19][20/1253] lr: 7.500e-03, eta: 22:01:40, time: 10.370, data_time: 9.641, memory: 8809, top1_acc: 0.5807, top5_acc: 0.8086, loss_cls: 1.7510, loss: 1.7510, grad_norm: 5.1736 2021-03-14 01:55:24,150 - mmaction - INFO - Epoch [19][40/1253] lr: 7.500e-03, eta: 22:01:10, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5716, top5_acc: 0.7966, loss_cls: 1.7984, loss: 1.7984, grad_norm: 5.2538 2021-03-14 01:55:36,314 - mmaction - INFO - Epoch [19][60/1253] lr: 7.500e-03, eta: 22:00:40, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.5906, top5_acc: 0.8070, loss_cls: 1.7356, loss: 1.7356, grad_norm: 5.2058 2021-03-14 01:55:48,592 - mmaction - INFO - Epoch [19][80/1253] lr: 7.500e-03, eta: 22:00:10, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5734, top5_acc: 0.7922, loss_cls: 1.8227, loss: 1.8227, grad_norm: 5.2638 2021-03-14 01:56:00,828 - mmaction - INFO - Epoch [19][100/1253] lr: 7.500e-03, eta: 21:59:40, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5792, top5_acc: 0.8010, loss_cls: 1.7876, loss: 1.7876, grad_norm: 5.2912 2021-03-14 01:56:13,051 - mmaction - INFO - Epoch [19][120/1253] lr: 7.500e-03, eta: 21:59:10, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5648, top5_acc: 0.7898, loss_cls: 1.8372, loss: 1.8372, grad_norm: 5.3794 2021-03-14 01:56:25,382 - mmaction - INFO - Epoch [19][140/1253] lr: 7.500e-03, eta: 21:58:41, time: 0.616, data_time: 0.004, memory: 8809, top1_acc: 0.5724, top5_acc: 0.7943, loss_cls: 1.8123, loss: 1.8123, grad_norm: 5.4021 2021-03-14 01:56:37,735 - mmaction - INFO - Epoch [19][160/1253] lr: 7.500e-03, eta: 21:58:11, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5737, top5_acc: 0.7969, loss_cls: 1.8158, loss: 1.8158, grad_norm: 5.2984 2021-03-14 01:56:50,042 - mmaction - INFO - Epoch [19][180/1253] lr: 7.500e-03, eta: 21:57:42, time: 0.618, data_time: 0.005, memory: 8809, top1_acc: 0.5677, top5_acc: 0.7956, loss_cls: 1.8032, loss: 1.8032, grad_norm: 5.2819 2021-03-14 01:57:02,239 - mmaction - INFO - Epoch [19][200/1253] lr: 7.500e-03, eta: 21:57:12, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.5789, top5_acc: 0.7878, loss_cls: 1.8111, loss: 1.8111, grad_norm: 5.2524 2021-03-14 01:57:14,549 - mmaction - INFO - Epoch [19][220/1253] lr: 7.500e-03, eta: 21:56:43, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5820, top5_acc: 0.8013, loss_cls: 1.7763, loss: 1.7763, grad_norm: 5.3855 2021-03-14 01:57:26,838 - mmaction - INFO - Epoch [19][240/1253] lr: 7.500e-03, eta: 21:56:13, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5745, top5_acc: 0.7930, loss_cls: 1.8183, loss: 1.8183, grad_norm: 5.3318 2021-03-14 01:57:39,079 - mmaction - INFO - Epoch [19][260/1253] lr: 7.500e-03, eta: 21:55:44, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5828, top5_acc: 0.7984, loss_cls: 1.8082, loss: 1.8082, grad_norm: 5.3754 2021-03-14 01:57:51,275 - mmaction - INFO - Epoch [19][280/1253] lr: 7.500e-03, eta: 21:55:14, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.5685, top5_acc: 0.7836, loss_cls: 1.8515, loss: 1.8515, grad_norm: 5.3817 2021-03-14 01:58:03,621 - mmaction - INFO - Epoch [19][300/1253] lr: 7.500e-03, eta: 21:54:45, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5633, top5_acc: 0.7922, loss_cls: 1.8312, loss: 1.8312, grad_norm: 5.3539 2021-03-14 01:58:15,898 - mmaction - INFO - Epoch [19][320/1253] lr: 7.500e-03, eta: 21:54:15, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5656, top5_acc: 0.7893, loss_cls: 1.8554, loss: 1.8554, grad_norm: 5.4059 2021-03-14 01:58:28,115 - mmaction - INFO - Epoch [19][340/1253] lr: 7.500e-03, eta: 21:53:46, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5630, top5_acc: 0.7818, loss_cls: 1.8558, loss: 1.8558, grad_norm: 5.3539 2021-03-14 01:58:40,452 - mmaction - INFO - Epoch [19][360/1253] lr: 7.500e-03, eta: 21:53:16, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5701, top5_acc: 0.7984, loss_cls: 1.8015, loss: 1.8015, grad_norm: 5.3298 2021-03-14 01:58:52,685 - mmaction - INFO - Epoch [19][380/1253] lr: 7.500e-03, eta: 21:52:47, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5638, top5_acc: 0.7883, loss_cls: 1.8415, loss: 1.8415, grad_norm: 5.4342 2021-03-14 01:59:04,985 - mmaction - INFO - Epoch [19][400/1253] lr: 7.500e-03, eta: 21:52:18, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5740, top5_acc: 0.7852, loss_cls: 1.8303, loss: 1.8303, grad_norm: 5.2881 2021-03-14 01:59:17,073 - mmaction - INFO - Epoch [19][420/1253] lr: 7.500e-03, eta: 21:51:48, time: 0.605, data_time: 0.002, memory: 8809, top1_acc: 0.5617, top5_acc: 0.7984, loss_cls: 1.8245, loss: 1.8245, grad_norm: 5.4591 2021-03-14 01:59:29,337 - mmaction - INFO - Epoch [19][440/1253] lr: 7.500e-03, eta: 21:51:18, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5784, top5_acc: 0.7901, loss_cls: 1.8033, loss: 1.8033, grad_norm: 5.2984 2021-03-14 01:59:41,598 - mmaction - INFO - Epoch [19][460/1253] lr: 7.500e-03, eta: 21:50:49, time: 0.613, data_time: 0.004, memory: 8809, top1_acc: 0.5667, top5_acc: 0.7935, loss_cls: 1.8206, loss: 1.8206, grad_norm: 5.2947 2021-03-14 01:59:53,892 - mmaction - INFO - Epoch [19][480/1253] lr: 7.500e-03, eta: 21:50:20, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5620, top5_acc: 0.7844, loss_cls: 1.8661, loss: 1.8661, grad_norm: 5.3665 2021-03-14 02:00:06,223 - mmaction - INFO - Epoch [19][500/1253] lr: 7.500e-03, eta: 21:49:51, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5576, top5_acc: 0.7904, loss_cls: 1.8261, loss: 1.8261, grad_norm: 5.3040 2021-03-14 02:00:18,468 - mmaction - INFO - Epoch [19][520/1253] lr: 7.500e-03, eta: 21:49:22, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5503, top5_acc: 0.7844, loss_cls: 1.9020, loss: 1.9020, grad_norm: 5.4147 2021-03-14 02:00:30,640 - mmaction - INFO - Epoch [19][540/1253] lr: 7.500e-03, eta: 21:48:53, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.5766, top5_acc: 0.7904, loss_cls: 1.8193, loss: 1.8193, grad_norm: 5.2985 2021-03-14 02:00:42,932 - mmaction - INFO - Epoch [19][560/1253] lr: 7.500e-03, eta: 21:48:23, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5693, top5_acc: 0.7862, loss_cls: 1.8450, loss: 1.8450, grad_norm: 5.4126 2021-03-14 02:00:55,266 - mmaction - INFO - Epoch [19][580/1253] lr: 7.500e-03, eta: 21:47:55, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5737, top5_acc: 0.7982, loss_cls: 1.8129, loss: 1.8129, grad_norm: 5.2414 2021-03-14 02:01:07,464 - mmaction - INFO - Epoch [19][600/1253] lr: 7.500e-03, eta: 21:47:25, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.5740, top5_acc: 0.7867, loss_cls: 1.8152, loss: 1.8152, grad_norm: 5.3056 2021-03-14 02:01:19,850 - mmaction - INFO - Epoch [19][620/1253] lr: 7.500e-03, eta: 21:46:57, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.5766, top5_acc: 0.7971, loss_cls: 1.7854, loss: 1.7854, grad_norm: 5.2963 2021-03-14 02:01:32,069 - mmaction - INFO - Epoch [19][640/1253] lr: 7.500e-03, eta: 21:46:28, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5669, top5_acc: 0.7904, loss_cls: 1.8426, loss: 1.8426, grad_norm: 5.4205 2021-03-14 02:01:44,401 - mmaction - INFO - Epoch [19][660/1253] lr: 7.500e-03, eta: 21:45:59, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5784, top5_acc: 0.7904, loss_cls: 1.8151, loss: 1.8151, grad_norm: 5.3604 2021-03-14 02:01:56,692 - mmaction - INFO - Epoch [19][680/1253] lr: 7.500e-03, eta: 21:45:30, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5633, top5_acc: 0.7911, loss_cls: 1.8464, loss: 1.8464, grad_norm: 5.4503 2021-03-14 02:02:08,982 - mmaction - INFO - Epoch [19][700/1253] lr: 7.500e-03, eta: 21:45:02, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5680, top5_acc: 0.7826, loss_cls: 1.8534, loss: 1.8534, grad_norm: 5.2769 2021-03-14 02:02:21,291 - mmaction - INFO - Epoch [19][720/1253] lr: 7.500e-03, eta: 21:44:33, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5714, top5_acc: 0.7997, loss_cls: 1.8004, loss: 1.8004, grad_norm: 5.3588 2021-03-14 02:02:33,480 - mmaction - INFO - Epoch [19][740/1253] lr: 7.500e-03, eta: 21:44:04, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5721, top5_acc: 0.7906, loss_cls: 1.7931, loss: 1.7931, grad_norm: 5.2996 2021-03-14 02:02:45,772 - mmaction - INFO - Epoch [19][760/1253] lr: 7.500e-03, eta: 21:43:35, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5672, top5_acc: 0.7841, loss_cls: 1.8696, loss: 1.8696, grad_norm: 5.3070 2021-03-14 02:02:58,174 - mmaction - INFO - Epoch [19][780/1253] lr: 7.500e-03, eta: 21:43:07, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.5591, top5_acc: 0.7758, loss_cls: 1.8952, loss: 1.8952, grad_norm: 5.3585 2021-03-14 02:03:10,584 - mmaction - INFO - Epoch [19][800/1253] lr: 7.500e-03, eta: 21:42:39, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.5799, top5_acc: 0.8016, loss_cls: 1.7944, loss: 1.7944, grad_norm: 5.2451 2021-03-14 02:03:22,878 - mmaction - INFO - Epoch [19][820/1253] lr: 7.500e-03, eta: 21:42:10, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.8627, loss: 1.8627, grad_norm: 5.3649 2021-03-14 02:03:35,138 - mmaction - INFO - Epoch [19][840/1253] lr: 7.500e-03, eta: 21:41:41, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5643, top5_acc: 0.7956, loss_cls: 1.8631, loss: 1.8631, grad_norm: 5.3905 2021-03-14 02:03:47,337 - mmaction - INFO - Epoch [19][860/1253] lr: 7.500e-03, eta: 21:41:13, time: 0.613, data_time: 0.006, memory: 8809, top1_acc: 0.5727, top5_acc: 0.7898, loss_cls: 1.8384, loss: 1.8384, grad_norm: 5.3592 2021-03-14 02:03:59,626 - mmaction - INFO - Epoch [19][880/1253] lr: 7.500e-03, eta: 21:40:44, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5852, top5_acc: 0.7872, loss_cls: 1.8283, loss: 1.8283, grad_norm: 5.2883 2021-03-14 02:04:11,984 - mmaction - INFO - Epoch [19][900/1253] lr: 7.500e-03, eta: 21:40:16, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5740, top5_acc: 0.7880, loss_cls: 1.8363, loss: 1.8363, grad_norm: 5.4254 2021-03-14 02:04:24,201 - mmaction - INFO - Epoch [19][920/1253] lr: 7.500e-03, eta: 21:39:47, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5503, top5_acc: 0.7786, loss_cls: 1.9080, loss: 1.9080, grad_norm: 5.5043 2021-03-14 02:04:36,384 - mmaction - INFO - Epoch [19][940/1253] lr: 7.500e-03, eta: 21:39:18, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.5633, top5_acc: 0.7911, loss_cls: 1.8460, loss: 1.8460, grad_norm: 5.3926 2021-03-14 02:04:48,563 - mmaction - INFO - Epoch [19][960/1253] lr: 7.500e-03, eta: 21:38:49, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5490, top5_acc: 0.7841, loss_cls: 1.8721, loss: 1.8721, grad_norm: 5.4237 2021-03-14 02:05:00,766 - mmaction - INFO - Epoch [19][980/1253] lr: 7.500e-03, eta: 21:38:20, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5596, top5_acc: 0.7867, loss_cls: 1.8723, loss: 1.8723, grad_norm: 5.4425 2021-03-14 02:05:13,032 - mmaction - INFO - Epoch [19][1000/1253] lr: 7.500e-03, eta: 21:37:52, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5784, top5_acc: 0.7893, loss_cls: 1.8178, loss: 1.8178, grad_norm: 5.3171 2021-03-14 02:05:25,370 - mmaction - INFO - Epoch [19][1020/1253] lr: 7.500e-03, eta: 21:37:24, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5563, top5_acc: 0.7870, loss_cls: 1.8666, loss: 1.8666, grad_norm: 5.4276 2021-03-14 02:05:37,593 - mmaction - INFO - Epoch [19][1040/1253] lr: 7.500e-03, eta: 21:36:55, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5701, top5_acc: 0.7906, loss_cls: 1.8470, loss: 1.8470, grad_norm: 5.3385 2021-03-14 02:05:49,873 - mmaction - INFO - Epoch [19][1060/1253] lr: 7.500e-03, eta: 21:36:27, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5685, top5_acc: 0.7898, loss_cls: 1.8261, loss: 1.8261, grad_norm: 5.3289 2021-03-14 02:06:02,169 - mmaction - INFO - Epoch [19][1080/1253] lr: 7.500e-03, eta: 21:35:59, time: 0.615, data_time: 0.004, memory: 8809, top1_acc: 0.5669, top5_acc: 0.7922, loss_cls: 1.8514, loss: 1.8514, grad_norm: 5.3891 2021-03-14 02:06:14,417 - mmaction - INFO - Epoch [19][1100/1253] lr: 7.500e-03, eta: 21:35:30, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5573, top5_acc: 0.7896, loss_cls: 1.8643, loss: 1.8643, grad_norm: 5.3744 2021-03-14 02:06:26,698 - mmaction - INFO - Epoch [19][1120/1253] lr: 7.500e-03, eta: 21:35:02, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5893, top5_acc: 0.8086, loss_cls: 1.7294, loss: 1.7294, grad_norm: 5.2475 2021-03-14 02:06:39,045 - mmaction - INFO - Epoch [19][1140/1253] lr: 7.500e-03, eta: 21:34:34, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5669, top5_acc: 0.7932, loss_cls: 1.8459, loss: 1.8459, grad_norm: 5.3611 2021-03-14 02:06:51,347 - mmaction - INFO - Epoch [19][1160/1253] lr: 7.500e-03, eta: 21:34:06, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5544, top5_acc: 0.7737, loss_cls: 1.9093, loss: 1.9093, grad_norm: 5.4183 2021-03-14 02:07:03,657 - mmaction - INFO - Epoch [19][1180/1253] lr: 7.500e-03, eta: 21:33:38, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5654, top5_acc: 0.7922, loss_cls: 1.8417, loss: 1.8417, grad_norm: 5.4063 2021-03-14 02:07:15,972 - mmaction - INFO - Epoch [19][1200/1253] lr: 7.500e-03, eta: 21:33:10, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.5672, top5_acc: 0.7880, loss_cls: 1.8624, loss: 1.8624, grad_norm: 5.3852 2021-03-14 02:07:28,273 - mmaction - INFO - Epoch [19][1220/1253] lr: 7.500e-03, eta: 21:32:42, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5695, top5_acc: 0.7935, loss_cls: 1.8405, loss: 1.8405, grad_norm: 5.3672 2021-03-14 02:07:40,610 - mmaction - INFO - Epoch [19][1240/1253] lr: 7.500e-03, eta: 21:32:14, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5823, top5_acc: 0.7977, loss_cls: 1.8126, loss: 1.8126, grad_norm: 5.2789 2021-03-14 02:11:16,173 - mmaction - INFO - Epoch [20][20/1253] lr: 7.500e-03, eta: 21:44:39, time: 10.303, data_time: 9.682, memory: 8809, top1_acc: 0.5680, top5_acc: 0.7836, loss_cls: 1.8340, loss: 1.8340, grad_norm: 5.4483 2021-03-14 02:11:28,413 - mmaction - INFO - Epoch [20][40/1253] lr: 7.500e-03, eta: 21:44:10, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5693, top5_acc: 0.7867, loss_cls: 1.8467, loss: 1.8467, grad_norm: 5.4126 2021-03-14 02:11:40,741 - mmaction - INFO - Epoch [20][60/1253] lr: 7.500e-03, eta: 21:43:42, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5776, top5_acc: 0.7966, loss_cls: 1.8112, loss: 1.8112, grad_norm: 5.3035 2021-03-14 02:11:53,027 - mmaction - INFO - Epoch [20][80/1253] lr: 7.500e-03, eta: 21:43:13, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5682, top5_acc: 0.7833, loss_cls: 1.8526, loss: 1.8526, grad_norm: 5.3301 2021-03-14 02:12:05,240 - mmaction - INFO - Epoch [20][100/1253] lr: 7.500e-03, eta: 21:42:44, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.5617, top5_acc: 0.7914, loss_cls: 1.8644, loss: 1.8644, grad_norm: 5.4541 2021-03-14 02:12:17,456 - mmaction - INFO - Epoch [20][120/1253] lr: 7.500e-03, eta: 21:42:15, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5833, top5_acc: 0.7932, loss_cls: 1.8078, loss: 1.8078, grad_norm: 5.2162 2021-03-14 02:12:29,777 - mmaction - INFO - Epoch [20][140/1253] lr: 7.500e-03, eta: 21:41:46, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5854, top5_acc: 0.7953, loss_cls: 1.7588, loss: 1.7588, grad_norm: 5.2857 2021-03-14 02:12:42,014 - mmaction - INFO - Epoch [20][160/1253] lr: 7.500e-03, eta: 21:41:18, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5779, top5_acc: 0.8005, loss_cls: 1.7966, loss: 1.7966, grad_norm: 5.3796 2021-03-14 02:12:54,297 - mmaction - INFO - Epoch [20][180/1253] lr: 7.500e-03, eta: 21:40:49, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5760, top5_acc: 0.7951, loss_cls: 1.8006, loss: 1.8006, grad_norm: 5.2726 2021-03-14 02:13:06,516 - mmaction - INFO - Epoch [20][200/1253] lr: 7.500e-03, eta: 21:40:20, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5820, top5_acc: 0.7930, loss_cls: 1.7952, loss: 1.7952, grad_norm: 5.3513 2021-03-14 02:13:18,828 - mmaction - INFO - Epoch [20][220/1253] lr: 7.500e-03, eta: 21:39:52, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5802, top5_acc: 0.7953, loss_cls: 1.8010, loss: 1.8010, grad_norm: 5.4063 2021-03-14 02:13:31,156 - mmaction - INFO - Epoch [20][240/1253] lr: 7.500e-03, eta: 21:39:23, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5693, top5_acc: 0.7951, loss_cls: 1.8340, loss: 1.8340, grad_norm: 5.3995 2021-03-14 02:13:43,571 - mmaction - INFO - Epoch [20][260/1253] lr: 7.500e-03, eta: 21:38:55, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.5844, top5_acc: 0.8026, loss_cls: 1.7971, loss: 1.7971, grad_norm: 5.2969 2021-03-14 02:13:55,877 - mmaction - INFO - Epoch [20][280/1253] lr: 7.500e-03, eta: 21:38:27, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5917, top5_acc: 0.7987, loss_cls: 1.7644, loss: 1.7644, grad_norm: 5.3100 2021-03-14 02:14:08,300 - mmaction - INFO - Epoch [20][300/1253] lr: 7.500e-03, eta: 21:37:59, time: 0.621, data_time: 0.001, memory: 8809, top1_acc: 0.5878, top5_acc: 0.8036, loss_cls: 1.7533, loss: 1.7533, grad_norm: 5.2617 2021-03-14 02:14:20,519 - mmaction - INFO - Epoch [20][320/1253] lr: 7.500e-03, eta: 21:37:30, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5797, top5_acc: 0.7943, loss_cls: 1.7932, loss: 1.7932, grad_norm: 5.3152 2021-03-14 02:14:32,724 - mmaction - INFO - Epoch [20][340/1253] lr: 7.500e-03, eta: 21:37:02, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5672, top5_acc: 0.7836, loss_cls: 1.8529, loss: 1.8529, grad_norm: 5.3801 2021-03-14 02:14:44,911 - mmaction - INFO - Epoch [20][360/1253] lr: 7.500e-03, eta: 21:36:33, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.5664, top5_acc: 0.7958, loss_cls: 1.8121, loss: 1.8121, grad_norm: 5.4087 2021-03-14 02:14:57,121 - mmaction - INFO - Epoch [20][380/1253] lr: 7.500e-03, eta: 21:36:04, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5813, top5_acc: 0.7924, loss_cls: 1.7789, loss: 1.7789, grad_norm: 5.3143 2021-03-14 02:15:09,459 - mmaction - INFO - Epoch [20][400/1253] lr: 7.500e-03, eta: 21:35:36, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.5693, top5_acc: 0.7953, loss_cls: 1.8333, loss: 1.8333, grad_norm: 5.3787 2021-03-14 02:15:21,723 - mmaction - INFO - Epoch [20][420/1253] lr: 7.500e-03, eta: 21:35:08, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5820, top5_acc: 0.7943, loss_cls: 1.8053, loss: 1.8053, grad_norm: 5.3176 2021-03-14 02:15:34,028 - mmaction - INFO - Epoch [20][440/1253] lr: 7.500e-03, eta: 21:34:40, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5661, top5_acc: 0.7951, loss_cls: 1.8149, loss: 1.8149, grad_norm: 5.3540 2021-03-14 02:15:46,306 - mmaction - INFO - Epoch [20][460/1253] lr: 7.500e-03, eta: 21:34:11, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5594, top5_acc: 0.7857, loss_cls: 1.8674, loss: 1.8674, grad_norm: 5.4442 2021-03-14 02:15:58,572 - mmaction - INFO - Epoch [20][480/1253] lr: 7.500e-03, eta: 21:33:43, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5854, top5_acc: 0.7870, loss_cls: 1.8003, loss: 1.8003, grad_norm: 5.3551 2021-03-14 02:16:10,859 - mmaction - INFO - Epoch [20][500/1253] lr: 7.500e-03, eta: 21:33:15, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5917, top5_acc: 0.7964, loss_cls: 1.7832, loss: 1.7832, grad_norm: 5.3845 2021-03-14 02:16:23,088 - mmaction - INFO - Epoch [20][520/1253] lr: 7.500e-03, eta: 21:32:46, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5750, top5_acc: 0.7862, loss_cls: 1.8228, loss: 1.8228, grad_norm: 5.3513 2021-03-14 02:16:35,439 - mmaction - INFO - Epoch [20][540/1253] lr: 7.500e-03, eta: 21:32:19, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5529, top5_acc: 0.7807, loss_cls: 1.8856, loss: 1.8856, grad_norm: 5.3920 2021-03-14 02:16:47,721 - mmaction - INFO - Epoch [20][560/1253] lr: 7.500e-03, eta: 21:31:50, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5776, top5_acc: 0.7943, loss_cls: 1.8264, loss: 1.8264, grad_norm: 5.3977 2021-03-14 02:17:00,093 - mmaction - INFO - Epoch [20][580/1253] lr: 7.500e-03, eta: 21:31:23, time: 0.619, data_time: 0.001, memory: 8809, top1_acc: 0.5732, top5_acc: 0.7867, loss_cls: 1.8611, loss: 1.8611, grad_norm: 5.3531 2021-03-14 02:17:12,379 - mmaction - INFO - Epoch [20][600/1253] lr: 7.500e-03, eta: 21:30:55, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5750, top5_acc: 0.7927, loss_cls: 1.8283, loss: 1.8283, grad_norm: 5.3096 2021-03-14 02:17:24,638 - mmaction - INFO - Epoch [20][620/1253] lr: 7.500e-03, eta: 21:30:27, time: 0.614, data_time: 0.004, memory: 8809, top1_acc: 0.5737, top5_acc: 0.7945, loss_cls: 1.8440, loss: 1.8440, grad_norm: 5.4161 2021-03-14 02:17:36,922 - mmaction - INFO - Epoch [20][640/1253] lr: 7.500e-03, eta: 21:29:59, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5687, top5_acc: 0.7909, loss_cls: 1.8333, loss: 1.8333, grad_norm: 5.2909 2021-03-14 02:17:49,211 - mmaction - INFO - Epoch [20][660/1253] lr: 7.500e-03, eta: 21:29:31, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5859, top5_acc: 0.7974, loss_cls: 1.7734, loss: 1.7734, grad_norm: 5.2316 2021-03-14 02:18:01,531 - mmaction - INFO - Epoch [20][680/1253] lr: 7.500e-03, eta: 21:29:03, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5669, top5_acc: 0.7919, loss_cls: 1.8212, loss: 1.8212, grad_norm: 5.3842 2021-03-14 02:18:13,667 - mmaction - INFO - Epoch [20][700/1253] lr: 7.500e-03, eta: 21:28:34, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.5828, top5_acc: 0.8096, loss_cls: 1.7506, loss: 1.7506, grad_norm: 5.2419 2021-03-14 02:18:25,977 - mmaction - INFO - Epoch [20][720/1253] lr: 7.500e-03, eta: 21:28:06, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5732, top5_acc: 0.7862, loss_cls: 1.8482, loss: 1.8482, grad_norm: 5.3567 2021-03-14 02:18:38,286 - mmaction - INFO - Epoch [20][740/1253] lr: 7.500e-03, eta: 21:27:39, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5888, top5_acc: 0.8018, loss_cls: 1.7702, loss: 1.7702, grad_norm: 5.2059 2021-03-14 02:18:50,600 - mmaction - INFO - Epoch [20][760/1253] lr: 7.500e-03, eta: 21:27:11, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5716, top5_acc: 0.7930, loss_cls: 1.8424, loss: 1.8424, grad_norm: 5.2807 2021-03-14 02:19:02,854 - mmaction - INFO - Epoch [20][780/1253] lr: 7.500e-03, eta: 21:26:43, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5797, top5_acc: 0.8018, loss_cls: 1.7613, loss: 1.7613, grad_norm: 5.2534 2021-03-14 02:19:15,199 - mmaction - INFO - Epoch [20][800/1253] lr: 7.500e-03, eta: 21:26:15, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5841, top5_acc: 0.7930, loss_cls: 1.7841, loss: 1.7841, grad_norm: 5.3024 2021-03-14 02:19:27,547 - mmaction - INFO - Epoch [20][820/1253] lr: 7.500e-03, eta: 21:25:48, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5625, top5_acc: 0.7951, loss_cls: 1.8488, loss: 1.8488, grad_norm: 5.3984 2021-03-14 02:19:39,728 - mmaction - INFO - Epoch [20][840/1253] lr: 7.500e-03, eta: 21:25:20, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5747, top5_acc: 0.7945, loss_cls: 1.8339, loss: 1.8339, grad_norm: 5.3981 2021-03-14 02:19:51,914 - mmaction - INFO - Epoch [20][860/1253] lr: 7.500e-03, eta: 21:24:52, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5865, top5_acc: 0.8039, loss_cls: 1.7869, loss: 1.7869, grad_norm: 5.2918 2021-03-14 02:20:04,164 - mmaction - INFO - Epoch [20][880/1253] lr: 7.500e-03, eta: 21:24:24, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5781, top5_acc: 0.7961, loss_cls: 1.8135, loss: 1.8135, grad_norm: 5.3570 2021-03-14 02:20:16,366 - mmaction - INFO - Epoch [20][900/1253] lr: 7.500e-03, eta: 21:23:56, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5625, top5_acc: 0.7846, loss_cls: 1.8894, loss: 1.8894, grad_norm: 5.4725 2021-03-14 02:20:28,552 - mmaction - INFO - Epoch [20][920/1253] lr: 7.500e-03, eta: 21:23:28, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.5596, top5_acc: 0.7867, loss_cls: 1.8589, loss: 1.8589, grad_norm: 5.4556 2021-03-14 02:20:40,822 - mmaction - INFO - Epoch [20][940/1253] lr: 7.500e-03, eta: 21:23:00, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5789, top5_acc: 0.8005, loss_cls: 1.7950, loss: 1.7950, grad_norm: 5.2601 2021-03-14 02:20:53,176 - mmaction - INFO - Epoch [20][960/1253] lr: 7.500e-03, eta: 21:22:33, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5714, top5_acc: 0.7865, loss_cls: 1.8212, loss: 1.8212, grad_norm: 5.3465 2021-03-14 02:21:05,476 - mmaction - INFO - Epoch [20][980/1253] lr: 7.500e-03, eta: 21:22:05, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5880, top5_acc: 0.7987, loss_cls: 1.8021, loss: 1.8021, grad_norm: 5.4022 2021-03-14 02:21:17,703 - mmaction - INFO - Epoch [20][1000/1253] lr: 7.500e-03, eta: 21:21:37, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5747, top5_acc: 0.7880, loss_cls: 1.8581, loss: 1.8581, grad_norm: 5.3706 2021-03-14 02:21:29,869 - mmaction - INFO - Epoch [20][1020/1253] lr: 7.500e-03, eta: 21:21:09, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.5536, top5_acc: 0.7807, loss_cls: 1.8846, loss: 1.8846, grad_norm: 5.3725 2021-03-14 02:21:42,252 - mmaction - INFO - Epoch [20][1040/1253] lr: 7.500e-03, eta: 21:20:42, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5599, top5_acc: 0.7849, loss_cls: 1.8477, loss: 1.8477, grad_norm: 5.3725 2021-03-14 02:21:54,567 - mmaction - INFO - Epoch [20][1060/1253] lr: 7.500e-03, eta: 21:20:15, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5729, top5_acc: 0.7865, loss_cls: 1.8659, loss: 1.8659, grad_norm: 5.2657 2021-03-14 02:22:06,900 - mmaction - INFO - Epoch [20][1080/1253] lr: 7.500e-03, eta: 21:19:48, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5758, top5_acc: 0.7945, loss_cls: 1.8039, loss: 1.8039, grad_norm: 5.2827 2021-03-14 02:22:19,215 - mmaction - INFO - Epoch [20][1100/1253] lr: 7.500e-03, eta: 21:19:20, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5755, top5_acc: 0.7969, loss_cls: 1.8284, loss: 1.8284, grad_norm: 5.3263 2021-03-14 02:22:31,513 - mmaction - INFO - Epoch [20][1120/1253] lr: 7.500e-03, eta: 21:18:53, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5734, top5_acc: 0.7833, loss_cls: 1.8384, loss: 1.8384, grad_norm: 5.2695 2021-03-14 02:22:43,930 - mmaction - INFO - Epoch [20][1140/1253] lr: 7.500e-03, eta: 21:18:26, time: 0.620, data_time: 0.001, memory: 8809, top1_acc: 0.5805, top5_acc: 0.7849, loss_cls: 1.8011, loss: 1.8011, grad_norm: 5.3116 2021-03-14 02:22:56,226 - mmaction - INFO - Epoch [20][1160/1253] lr: 7.500e-03, eta: 21:17:59, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5794, top5_acc: 0.8005, loss_cls: 1.7987, loss: 1.7987, grad_norm: 5.2702 2021-03-14 02:23:08,609 - mmaction - INFO - Epoch [20][1180/1253] lr: 7.500e-03, eta: 21:17:32, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5557, top5_acc: 0.7802, loss_cls: 1.8810, loss: 1.8810, grad_norm: 5.3726 2021-03-14 02:23:21,008 - mmaction - INFO - Epoch [20][1200/1253] lr: 7.500e-03, eta: 21:17:05, time: 0.622, data_time: 0.004, memory: 8809, top1_acc: 0.5690, top5_acc: 0.7826, loss_cls: 1.8582, loss: 1.8582, grad_norm: 5.3180 2021-03-14 02:23:33,287 - mmaction - INFO - Epoch [20][1220/1253] lr: 7.500e-03, eta: 21:16:38, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5672, top5_acc: 0.7857, loss_cls: 1.8963, loss: 1.8963, grad_norm: 5.3645 2021-03-14 02:23:45,570 - mmaction - INFO - Epoch [20][1240/1253] lr: 7.500e-03, eta: 21:16:11, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5560, top5_acc: 0.7820, loss_cls: 1.8929, loss: 1.8929, grad_norm: 5.3434 2021-03-14 02:23:55,012 - mmaction - INFO - Saving checkpoint at 20 epochs 2021-03-14 02:27:28,465 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-03-14 02:27:29,443 - mmaction - INFO - top1_acc 0.6369 top5_acc 0.8540 2021-03-14 02:27:29,443 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-03-14 02:27:29,482 - mmaction - INFO - mean_acc 0.6368 2021-03-14 02:27:30,932 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_20.pth. 2021-03-14 02:27:30,932 - mmaction - INFO - Best top1_acc is 0.6369 at 20 epoch. 2021-03-14 02:27:30,952 - mmaction - INFO - Epoch(val) [20][1253] top1_acc: 0.6369, top5_acc: 0.8540, mean_class_accuracy: 0.6368 2021-03-14 02:30:54,089 - mmaction - INFO - Epoch [21][20/1253] lr: 7.500e-03, eta: 21:27:36, time: 10.155, data_time: 9.486, memory: 8809, top1_acc: 0.5768, top5_acc: 0.8042, loss_cls: 1.7784, loss: 1.7784, grad_norm: 5.3441 2021-03-14 02:31:06,336 - mmaction - INFO - Epoch [21][40/1253] lr: 7.500e-03, eta: 21:27:08, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5750, top5_acc: 0.7948, loss_cls: 1.8085, loss: 1.8085, grad_norm: 5.3404 2021-03-14 02:31:18,550 - mmaction - INFO - Epoch [21][60/1253] lr: 7.500e-03, eta: 21:26:40, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5797, top5_acc: 0.7951, loss_cls: 1.7987, loss: 1.7987, grad_norm: 5.3140 2021-03-14 02:31:30,785 - mmaction - INFO - Epoch [21][80/1253] lr: 7.500e-03, eta: 21:26:12, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5872, top5_acc: 0.7924, loss_cls: 1.7956, loss: 1.7956, grad_norm: 5.2339 2021-03-14 02:31:42,952 - mmaction - INFO - Epoch [21][100/1253] lr: 7.500e-03, eta: 21:25:44, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.5872, top5_acc: 0.7987, loss_cls: 1.7535, loss: 1.7535, grad_norm: 5.2291 2021-03-14 02:31:55,119 - mmaction - INFO - Epoch [21][120/1253] lr: 7.500e-03, eta: 21:25:15, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.5924, top5_acc: 0.8021, loss_cls: 1.7198, loss: 1.7198, grad_norm: 5.2469 2021-03-14 02:32:07,461 - mmaction - INFO - Epoch [21][140/1253] lr: 7.500e-03, eta: 21:24:48, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5779, top5_acc: 0.7984, loss_cls: 1.7559, loss: 1.7559, grad_norm: 5.2748 2021-03-14 02:32:19,709 - mmaction - INFO - Epoch [21][160/1253] lr: 7.500e-03, eta: 21:24:20, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5719, top5_acc: 0.7872, loss_cls: 1.8242, loss: 1.8242, grad_norm: 5.2815 2021-03-14 02:32:31,995 - mmaction - INFO - Epoch [21][180/1253] lr: 7.500e-03, eta: 21:23:52, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5742, top5_acc: 0.7971, loss_cls: 1.7842, loss: 1.7842, grad_norm: 5.2801 2021-03-14 02:32:44,267 - mmaction - INFO - Epoch [21][200/1253] lr: 7.500e-03, eta: 21:23:24, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5794, top5_acc: 0.8021, loss_cls: 1.7830, loss: 1.7830, grad_norm: 5.2196 2021-03-14 02:32:56,636 - mmaction - INFO - Epoch [21][220/1253] lr: 7.500e-03, eta: 21:22:57, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.5711, top5_acc: 0.7901, loss_cls: 1.8257, loss: 1.8257, grad_norm: 5.3784 2021-03-14 02:33:09,027 - mmaction - INFO - Epoch [21][240/1253] lr: 7.500e-03, eta: 21:22:30, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.5820, top5_acc: 0.7904, loss_cls: 1.7854, loss: 1.7854, grad_norm: 5.2062 2021-03-14 02:33:21,337 - mmaction - INFO - Epoch [21][260/1253] lr: 7.500e-03, eta: 21:22:02, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5693, top5_acc: 0.7979, loss_cls: 1.8187, loss: 1.8187, grad_norm: 5.3319 2021-03-14 02:33:33,636 - mmaction - INFO - Epoch [21][280/1253] lr: 7.500e-03, eta: 21:21:35, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5701, top5_acc: 0.7922, loss_cls: 1.8256, loss: 1.8256, grad_norm: 5.4952 2021-03-14 02:33:50,040 - mmaction - INFO - Epoch [21][300/1253] lr: 7.500e-03, eta: 21:21:23, time: 0.820, data_time: 0.003, memory: 8809, top1_acc: 0.5716, top5_acc: 0.7961, loss_cls: 1.8163, loss: 1.8163, grad_norm: 5.3853 2021-03-14 02:34:03,947 - mmaction - INFO - Epoch [21][320/1253] lr: 7.500e-03, eta: 21:21:02, time: 0.694, data_time: 0.049, memory: 8809, top1_acc: 0.5771, top5_acc: 0.7909, loss_cls: 1.8088, loss: 1.8088, grad_norm: 5.3261 2021-03-14 02:34:16,442 - mmaction - INFO - Epoch [21][340/1253] lr: 7.500e-03, eta: 21:20:35, time: 0.625, data_time: 0.003, memory: 8809, top1_acc: 0.5747, top5_acc: 0.7896, loss_cls: 1.8346, loss: 1.8346, grad_norm: 5.2656 2021-03-14 02:34:28,794 - mmaction - INFO - Epoch [21][360/1253] lr: 7.500e-03, eta: 21:20:08, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5828, top5_acc: 0.8060, loss_cls: 1.7420, loss: 1.7420, grad_norm: 5.2960 2021-03-14 02:34:41,061 - mmaction - INFO - Epoch [21][380/1253] lr: 7.500e-03, eta: 21:19:40, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5849, top5_acc: 0.8023, loss_cls: 1.7732, loss: 1.7732, grad_norm: 5.3589 2021-03-14 02:34:53,319 - mmaction - INFO - Epoch [21][400/1253] lr: 7.500e-03, eta: 21:19:13, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5742, top5_acc: 0.7919, loss_cls: 1.8189, loss: 1.8189, grad_norm: 5.3436 2021-03-14 02:35:05,610 - mmaction - INFO - Epoch [21][420/1253] lr: 7.500e-03, eta: 21:18:45, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5711, top5_acc: 0.7875, loss_cls: 1.8344, loss: 1.8344, grad_norm: 5.3721 2021-03-14 02:35:17,955 - mmaction - INFO - Epoch [21][440/1253] lr: 7.500e-03, eta: 21:18:18, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5789, top5_acc: 0.7974, loss_cls: 1.8071, loss: 1.8071, grad_norm: 5.3060 2021-03-14 02:35:30,307 - mmaction - INFO - Epoch [21][460/1253] lr: 7.500e-03, eta: 21:17:51, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5815, top5_acc: 0.7969, loss_cls: 1.7674, loss: 1.7674, grad_norm: 5.2347 2021-03-14 02:35:42,579 - mmaction - INFO - Epoch [21][480/1253] lr: 7.500e-03, eta: 21:17:23, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5711, top5_acc: 0.7893, loss_cls: 1.8187, loss: 1.8187, grad_norm: 5.3422 2021-03-14 02:35:54,856 - mmaction - INFO - Epoch [21][500/1253] lr: 7.500e-03, eta: 21:16:56, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5602, top5_acc: 0.7935, loss_cls: 1.8141, loss: 1.8141, grad_norm: 5.3850 2021-03-14 02:36:07,037 - mmaction - INFO - Epoch [21][520/1253] lr: 7.500e-03, eta: 21:16:28, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.5763, top5_acc: 0.7951, loss_cls: 1.8173, loss: 1.8173, grad_norm: 5.3602 2021-03-14 02:36:19,397 - mmaction - INFO - Epoch [21][540/1253] lr: 7.500e-03, eta: 21:16:01, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.5674, top5_acc: 0.7799, loss_cls: 1.8585, loss: 1.8585, grad_norm: 5.3345 2021-03-14 02:36:31,663 - mmaction - INFO - Epoch [21][560/1253] lr: 7.500e-03, eta: 21:15:34, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5906, top5_acc: 0.8044, loss_cls: 1.7517, loss: 1.7517, grad_norm: 5.2234 2021-03-14 02:36:43,994 - mmaction - INFO - Epoch [21][580/1253] lr: 7.500e-03, eta: 21:15:07, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5797, top5_acc: 0.7919, loss_cls: 1.7979, loss: 1.7979, grad_norm: 5.2774 2021-03-14 02:36:56,316 - mmaction - INFO - Epoch [21][600/1253] lr: 7.500e-03, eta: 21:14:40, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5750, top5_acc: 0.7966, loss_cls: 1.8258, loss: 1.8258, grad_norm: 5.2798 2021-03-14 02:37:08,510 - mmaction - INFO - Epoch [21][620/1253] lr: 7.500e-03, eta: 21:14:12, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5917, top5_acc: 0.8065, loss_cls: 1.7236, loss: 1.7236, grad_norm: 5.2016 2021-03-14 02:37:20,903 - mmaction - INFO - Epoch [21][640/1253] lr: 7.500e-03, eta: 21:13:45, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.5721, top5_acc: 0.7927, loss_cls: 1.8337, loss: 1.8337, grad_norm: 5.4337 2021-03-14 02:37:33,364 - mmaction - INFO - Epoch [21][660/1253] lr: 7.500e-03, eta: 21:13:19, time: 0.623, data_time: 0.004, memory: 8809, top1_acc: 0.5714, top5_acc: 0.7961, loss_cls: 1.8127, loss: 1.8127, grad_norm: 5.3381 2021-03-14 02:37:45,649 - mmaction - INFO - Epoch [21][680/1253] lr: 7.500e-03, eta: 21:12:51, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5594, top5_acc: 0.7898, loss_cls: 1.8444, loss: 1.8444, grad_norm: 5.4799 2021-03-14 02:37:57,959 - mmaction - INFO - Epoch [21][700/1253] lr: 7.500e-03, eta: 21:12:24, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5786, top5_acc: 0.7901, loss_cls: 1.8230, loss: 1.8230, grad_norm: 5.3211 2021-03-14 02:38:10,146 - mmaction - INFO - Epoch [21][720/1253] lr: 7.500e-03, eta: 21:11:57, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5742, top5_acc: 0.8036, loss_cls: 1.7886, loss: 1.7886, grad_norm: 5.3451 2021-03-14 02:38:22,494 - mmaction - INFO - Epoch [21][740/1253] lr: 7.500e-03, eta: 21:11:30, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5737, top5_acc: 0.7852, loss_cls: 1.8025, loss: 1.8025, grad_norm: 5.3613 2021-03-14 02:38:34,751 - mmaction - INFO - Epoch [21][760/1253] lr: 7.500e-03, eta: 21:11:03, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5740, top5_acc: 0.7958, loss_cls: 1.8072, loss: 1.8072, grad_norm: 5.3609 2021-03-14 02:38:47,070 - mmaction - INFO - Epoch [21][780/1253] lr: 7.500e-03, eta: 21:10:36, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.5870, top5_acc: 0.8055, loss_cls: 1.7248, loss: 1.7248, grad_norm: 5.2162 2021-03-14 02:38:59,282 - mmaction - INFO - Epoch [21][800/1253] lr: 7.500e-03, eta: 21:10:09, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5875, top5_acc: 0.8003, loss_cls: 1.7953, loss: 1.7953, grad_norm: 5.3384 2021-03-14 02:39:11,556 - mmaction - INFO - Epoch [21][820/1253] lr: 7.500e-03, eta: 21:09:41, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5742, top5_acc: 0.7953, loss_cls: 1.7755, loss: 1.7755, grad_norm: 5.2418 2021-03-14 02:39:23,761 - mmaction - INFO - Epoch [21][840/1253] lr: 7.500e-03, eta: 21:09:14, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5734, top5_acc: 0.7995, loss_cls: 1.8042, loss: 1.8042, grad_norm: 5.3165 2021-03-14 02:39:36,117 - mmaction - INFO - Epoch [21][860/1253] lr: 7.500e-03, eta: 21:08:47, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5792, top5_acc: 0.8016, loss_cls: 1.7908, loss: 1.7908, grad_norm: 5.4012 2021-03-14 02:39:48,330 - mmaction - INFO - Epoch [21][880/1253] lr: 7.500e-03, eta: 21:08:20, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5784, top5_acc: 0.8065, loss_cls: 1.7906, loss: 1.7906, grad_norm: 5.3942 2021-03-14 02:40:00,729 - mmaction - INFO - Epoch [21][900/1253] lr: 7.500e-03, eta: 21:07:54, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.5708, top5_acc: 0.7997, loss_cls: 1.7926, loss: 1.7926, grad_norm: 5.3779 2021-03-14 02:40:13,027 - mmaction - INFO - Epoch [21][920/1253] lr: 7.500e-03, eta: 21:07:27, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5792, top5_acc: 0.7982, loss_cls: 1.7812, loss: 1.7812, grad_norm: 5.3814 2021-03-14 02:40:25,367 - mmaction - INFO - Epoch [21][940/1253] lr: 7.500e-03, eta: 21:07:00, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5701, top5_acc: 0.7852, loss_cls: 1.8542, loss: 1.8542, grad_norm: 5.4119 2021-03-14 02:40:37,685 - mmaction - INFO - Epoch [21][960/1253] lr: 7.500e-03, eta: 21:06:34, time: 0.617, data_time: 0.004, memory: 8809, top1_acc: 0.5651, top5_acc: 0.7971, loss_cls: 1.8398, loss: 1.8398, grad_norm: 5.4531 2021-03-14 02:40:49,901 - mmaction - INFO - Epoch [21][980/1253] lr: 7.500e-03, eta: 21:06:06, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5865, top5_acc: 0.8023, loss_cls: 1.7573, loss: 1.7573, grad_norm: 5.2282 2021-03-14 02:41:02,110 - mmaction - INFO - Epoch [21][1000/1253] lr: 7.500e-03, eta: 21:05:39, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5703, top5_acc: 0.7872, loss_cls: 1.8439, loss: 1.8439, grad_norm: 5.3933 2021-03-14 02:41:14,290 - mmaction - INFO - Epoch [21][1020/1253] lr: 7.500e-03, eta: 21:05:12, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5651, top5_acc: 0.7893, loss_cls: 1.8428, loss: 1.8428, grad_norm: 5.3143 2021-03-14 02:41:26,543 - mmaction - INFO - Epoch [21][1040/1253] lr: 7.500e-03, eta: 21:04:45, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5661, top5_acc: 0.7857, loss_cls: 1.8773, loss: 1.8773, grad_norm: 5.3305 2021-03-14 02:41:38,790 - mmaction - INFO - Epoch [21][1060/1253] lr: 7.500e-03, eta: 21:04:18, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5737, top5_acc: 0.7880, loss_cls: 1.8188, loss: 1.8188, grad_norm: 5.2438 2021-03-14 02:41:51,079 - mmaction - INFO - Epoch [21][1080/1253] lr: 7.500e-03, eta: 21:03:52, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5820, top5_acc: 0.7904, loss_cls: 1.8027, loss: 1.8027, grad_norm: 5.2064 2021-03-14 02:42:03,369 - mmaction - INFO - Epoch [21][1100/1253] lr: 7.500e-03, eta: 21:03:25, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5711, top5_acc: 0.7888, loss_cls: 1.8133, loss: 1.8133, grad_norm: 5.2958 2021-03-14 02:42:15,589 - mmaction - INFO - Epoch [21][1120/1253] lr: 7.500e-03, eta: 21:02:58, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5711, top5_acc: 0.7979, loss_cls: 1.8214, loss: 1.8214, grad_norm: 5.4100 2021-03-14 02:42:27,782 - mmaction - INFO - Epoch [21][1140/1253] lr: 7.500e-03, eta: 21:02:31, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5802, top5_acc: 0.7995, loss_cls: 1.7749, loss: 1.7749, grad_norm: 5.2982 2021-03-14 02:42:40,059 - mmaction - INFO - Epoch [21][1160/1253] lr: 7.500e-03, eta: 21:02:04, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5799, top5_acc: 0.7924, loss_cls: 1.8147, loss: 1.8147, grad_norm: 5.3424 2021-03-14 02:42:52,406 - mmaction - INFO - Epoch [21][1180/1253] lr: 7.500e-03, eta: 21:01:38, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5643, top5_acc: 0.7919, loss_cls: 1.8414, loss: 1.8414, grad_norm: 5.3313 2021-03-14 02:43:04,592 - mmaction - INFO - Epoch [21][1200/1253] lr: 7.500e-03, eta: 21:01:11, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.5745, top5_acc: 0.7888, loss_cls: 1.8389, loss: 1.8389, grad_norm: 5.4446 2021-03-14 02:43:16,950 - mmaction - INFO - Epoch [21][1220/1253] lr: 7.500e-03, eta: 21:00:45, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5768, top5_acc: 0.7896, loss_cls: 1.8230, loss: 1.8230, grad_norm: 5.2942 2021-03-14 02:43:29,294 - mmaction - INFO - Epoch [21][1240/1253] lr: 7.500e-03, eta: 21:00:18, time: 0.617, data_time: 0.004, memory: 8809, top1_acc: 0.5799, top5_acc: 0.7922, loss_cls: 1.8181, loss: 1.8181, grad_norm: 5.3931 2021-03-14 02:47:04,739 - mmaction - INFO - Epoch [22][20/1253] lr: 7.500e-03, eta: 21:11:12, time: 10.286, data_time: 9.588, memory: 8809, top1_acc: 0.5781, top5_acc: 0.8023, loss_cls: 1.7803, loss: 1.7803, grad_norm: 5.3327 2021-03-14 02:47:16,914 - mmaction - INFO - Epoch [22][40/1253] lr: 7.500e-03, eta: 21:10:44, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.5750, top5_acc: 0.7964, loss_cls: 1.8002, loss: 1.8002, grad_norm: 5.3022 2021-03-14 02:47:29,201 - mmaction - INFO - Epoch [22][60/1253] lr: 7.500e-03, eta: 21:10:17, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5966, top5_acc: 0.8109, loss_cls: 1.7101, loss: 1.7101, grad_norm: 5.1048 2021-03-14 02:47:41,451 - mmaction - INFO - Epoch [22][80/1253] lr: 7.500e-03, eta: 21:09:50, time: 0.613, data_time: 0.004, memory: 8809, top1_acc: 0.5844, top5_acc: 0.8031, loss_cls: 1.7572, loss: 1.7572, grad_norm: 5.2992 2021-03-14 02:47:53,675 - mmaction - INFO - Epoch [22][100/1253] lr: 7.500e-03, eta: 21:09:22, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5898, top5_acc: 0.7964, loss_cls: 1.7817, loss: 1.7817, grad_norm: 5.3369 2021-03-14 02:48:05,943 - mmaction - INFO - Epoch [22][120/1253] lr: 7.500e-03, eta: 21:08:55, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5745, top5_acc: 0.7951, loss_cls: 1.8075, loss: 1.8075, grad_norm: 5.2610 2021-03-14 02:48:18,338 - mmaction - INFO - Epoch [22][140/1253] lr: 7.500e-03, eta: 21:08:29, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.5719, top5_acc: 0.7982, loss_cls: 1.8198, loss: 1.8198, grad_norm: 5.3732 2021-03-14 02:48:30,664 - mmaction - INFO - Epoch [22][160/1253] lr: 7.500e-03, eta: 21:08:02, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5698, top5_acc: 0.7917, loss_cls: 1.8133, loss: 1.8133, grad_norm: 5.3915 2021-03-14 02:48:42,981 - mmaction - INFO - Epoch [22][180/1253] lr: 7.500e-03, eta: 21:07:35, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5560, top5_acc: 0.7836, loss_cls: 1.8632, loss: 1.8632, grad_norm: 5.4737 2021-03-14 02:48:55,196 - mmaction - INFO - Epoch [22][200/1253] lr: 7.500e-03, eta: 21:07:08, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.5839, top5_acc: 0.7927, loss_cls: 1.8186, loss: 1.8186, grad_norm: 5.3901 2021-03-14 02:49:07,402 - mmaction - INFO - Epoch [22][220/1253] lr: 7.500e-03, eta: 21:06:40, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5940, top5_acc: 0.8091, loss_cls: 1.7051, loss: 1.7051, grad_norm: 5.2399 2021-03-14 02:49:19,639 - mmaction - INFO - Epoch [22][240/1253] lr: 7.500e-03, eta: 21:06:13, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5711, top5_acc: 0.7951, loss_cls: 1.8056, loss: 1.8056, grad_norm: 5.3628 2021-03-14 02:49:31,910 - mmaction - INFO - Epoch [22][260/1253] lr: 7.500e-03, eta: 21:05:46, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5797, top5_acc: 0.7977, loss_cls: 1.7913, loss: 1.7913, grad_norm: 5.3453 2021-03-14 02:49:44,248 - mmaction - INFO - Epoch [22][280/1253] lr: 7.500e-03, eta: 21:05:20, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5909, top5_acc: 0.8003, loss_cls: 1.7576, loss: 1.7576, grad_norm: 5.3288 2021-03-14 02:49:56,442 - mmaction - INFO - Epoch [22][300/1253] lr: 7.500e-03, eta: 21:04:52, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.5820, top5_acc: 0.8063, loss_cls: 1.7646, loss: 1.7646, grad_norm: 5.3483 2021-03-14 02:50:08,731 - mmaction - INFO - Epoch [22][320/1253] lr: 7.500e-03, eta: 21:04:26, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5677, top5_acc: 0.7888, loss_cls: 1.8309, loss: 1.8309, grad_norm: 5.3606 2021-03-14 02:50:20,974 - mmaction - INFO - Epoch [22][340/1253] lr: 7.500e-03, eta: 21:03:59, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5836, top5_acc: 0.8000, loss_cls: 1.7836, loss: 1.7836, grad_norm: 5.2765 2021-03-14 02:50:33,229 - mmaction - INFO - Epoch [22][360/1253] lr: 7.500e-03, eta: 21:03:32, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5711, top5_acc: 0.7880, loss_cls: 1.8217, loss: 1.8217, grad_norm: 5.3963 2021-03-14 02:50:45,587 - mmaction - INFO - Epoch [22][380/1253] lr: 7.500e-03, eta: 21:03:05, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.5753, top5_acc: 0.7911, loss_cls: 1.8097, loss: 1.8097, grad_norm: 5.4715 2021-03-14 02:50:57,842 - mmaction - INFO - Epoch [22][400/1253] lr: 7.500e-03, eta: 21:02:38, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5620, top5_acc: 0.7961, loss_cls: 1.8413, loss: 1.8413, grad_norm: 5.5102 2021-03-14 02:51:10,161 - mmaction - INFO - Epoch [22][420/1253] lr: 7.500e-03, eta: 21:02:12, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5797, top5_acc: 0.8010, loss_cls: 1.7763, loss: 1.7763, grad_norm: 5.3577 2021-03-14 02:51:22,364 - mmaction - INFO - Epoch [22][440/1253] lr: 7.500e-03, eta: 21:01:45, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5802, top5_acc: 0.7997, loss_cls: 1.7702, loss: 1.7702, grad_norm: 5.3496 2021-03-14 02:51:34,547 - mmaction - INFO - Epoch [22][460/1253] lr: 7.500e-03, eta: 21:01:18, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5674, top5_acc: 0.7909, loss_cls: 1.8129, loss: 1.8129, grad_norm: 5.4218 2021-03-14 02:51:46,884 - mmaction - INFO - Epoch [22][480/1253] lr: 7.500e-03, eta: 21:00:51, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.5841, top5_acc: 0.7977, loss_cls: 1.7674, loss: 1.7674, grad_norm: 5.4045 2021-03-14 02:51:59,164 - mmaction - INFO - Epoch [22][500/1253] lr: 7.500e-03, eta: 21:00:24, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5742, top5_acc: 0.7969, loss_cls: 1.8059, loss: 1.8059, grad_norm: 5.4055 2021-03-14 02:52:11,378 - mmaction - INFO - Epoch [22][520/1253] lr: 7.500e-03, eta: 20:59:57, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5747, top5_acc: 0.7935, loss_cls: 1.8121, loss: 1.8121, grad_norm: 5.3418 2021-03-14 02:52:23,631 - mmaction - INFO - Epoch [22][540/1253] lr: 7.500e-03, eta: 20:59:31, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5664, top5_acc: 0.7943, loss_cls: 1.8388, loss: 1.8388, grad_norm: 5.4138 2021-03-14 02:52:35,904 - mmaction - INFO - Epoch [22][560/1253] lr: 7.500e-03, eta: 20:59:04, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5755, top5_acc: 0.8008, loss_cls: 1.7870, loss: 1.7870, grad_norm: 5.3636 2021-03-14 02:52:48,183 - mmaction - INFO - Epoch [22][580/1253] lr: 7.500e-03, eta: 20:58:38, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5711, top5_acc: 0.7891, loss_cls: 1.8282, loss: 1.8282, grad_norm: 5.3601 2021-03-14 02:53:00,417 - mmaction - INFO - Epoch [22][600/1253] lr: 7.500e-03, eta: 20:58:11, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5844, top5_acc: 0.7875, loss_cls: 1.7866, loss: 1.7866, grad_norm: 5.3436 2021-03-14 02:53:12,747 - mmaction - INFO - Epoch [22][620/1253] lr: 7.500e-03, eta: 20:57:44, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5898, top5_acc: 0.7927, loss_cls: 1.7836, loss: 1.7836, grad_norm: 5.3060 2021-03-14 02:53:25,184 - mmaction - INFO - Epoch [22][640/1253] lr: 7.500e-03, eta: 20:57:19, time: 0.624, data_time: 0.003, memory: 8809, top1_acc: 0.5724, top5_acc: 0.8000, loss_cls: 1.8019, loss: 1.8019, grad_norm: 5.4646 2021-03-14 02:53:37,402 - mmaction - INFO - Epoch [22][660/1253] lr: 7.500e-03, eta: 20:56:52, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.5786, top5_acc: 0.7914, loss_cls: 1.8265, loss: 1.8265, grad_norm: 5.3931 2021-03-14 02:53:49,706 - mmaction - INFO - Epoch [22][680/1253] lr: 7.500e-03, eta: 20:56:25, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5875, top5_acc: 0.8021, loss_cls: 1.7476, loss: 1.7476, grad_norm: 5.3421 2021-03-14 02:54:02,056 - mmaction - INFO - Epoch [22][700/1253] lr: 7.500e-03, eta: 20:55:59, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5724, top5_acc: 0.7932, loss_cls: 1.7980, loss: 1.7980, grad_norm: 5.2986 2021-03-14 02:54:14,337 - mmaction - INFO - Epoch [22][720/1253] lr: 7.500e-03, eta: 20:55:33, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5880, top5_acc: 0.7974, loss_cls: 1.7932, loss: 1.7932, grad_norm: 5.3237 2021-03-14 02:54:26,603 - mmaction - INFO - Epoch [22][740/1253] lr: 7.500e-03, eta: 20:55:06, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5818, top5_acc: 0.8026, loss_cls: 1.7711, loss: 1.7711, grad_norm: 5.2867 2021-03-14 02:54:38,968 - mmaction - INFO - Epoch [22][760/1253] lr: 7.500e-03, eta: 20:54:40, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.5706, top5_acc: 0.7896, loss_cls: 1.8254, loss: 1.8254, grad_norm: 5.4336 2021-03-14 02:54:51,233 - mmaction - INFO - Epoch [22][780/1253] lr: 7.500e-03, eta: 20:54:14, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5703, top5_acc: 0.7893, loss_cls: 1.8330, loss: 1.8330, grad_norm: 5.3892 2021-03-14 02:55:03,527 - mmaction - INFO - Epoch [22][800/1253] lr: 7.500e-03, eta: 20:53:47, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5737, top5_acc: 0.7979, loss_cls: 1.8134, loss: 1.8134, grad_norm: 5.3642 2021-03-14 02:55:15,777 - mmaction - INFO - Epoch [22][820/1253] lr: 7.500e-03, eta: 20:53:21, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5878, top5_acc: 0.7901, loss_cls: 1.7979, loss: 1.7979, grad_norm: 5.3313 2021-03-14 02:55:27,946 - mmaction - INFO - Epoch [22][840/1253] lr: 7.500e-03, eta: 20:52:54, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.5763, top5_acc: 0.8083, loss_cls: 1.7564, loss: 1.7564, grad_norm: 5.3479 2021-03-14 02:55:40,115 - mmaction - INFO - Epoch [22][860/1253] lr: 7.500e-03, eta: 20:52:28, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5789, top5_acc: 0.7911, loss_cls: 1.8015, loss: 1.8015, grad_norm: 5.3292 2021-03-14 02:55:52,377 - mmaction - INFO - Epoch [22][880/1253] lr: 7.500e-03, eta: 20:52:01, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5768, top5_acc: 0.7885, loss_cls: 1.8182, loss: 1.8182, grad_norm: 5.3532 2021-03-14 02:56:04,715 - mmaction - INFO - Epoch [22][900/1253] lr: 7.500e-03, eta: 20:51:35, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5724, top5_acc: 0.7964, loss_cls: 1.8079, loss: 1.8079, grad_norm: 5.3120 2021-03-14 02:56:16,947 - mmaction - INFO - Epoch [22][920/1253] lr: 7.500e-03, eta: 20:51:09, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5760, top5_acc: 0.7930, loss_cls: 1.7977, loss: 1.7977, grad_norm: 5.3688 2021-03-14 02:56:29,279 - mmaction - INFO - Epoch [22][940/1253] lr: 7.500e-03, eta: 20:50:43, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5651, top5_acc: 0.7755, loss_cls: 1.9102, loss: 1.9102, grad_norm: 5.5103 2021-03-14 02:56:41,642 - mmaction - INFO - Epoch [22][960/1253] lr: 7.500e-03, eta: 20:50:17, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5898, top5_acc: 0.8000, loss_cls: 1.7755, loss: 1.7755, grad_norm: 5.3524 2021-03-14 02:56:54,000 - mmaction - INFO - Epoch [22][980/1253] lr: 7.500e-03, eta: 20:49:51, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5633, top5_acc: 0.7867, loss_cls: 1.8735, loss: 1.8735, grad_norm: 5.4308 2021-03-14 02:57:06,335 - mmaction - INFO - Epoch [22][1000/1253] lr: 7.500e-03, eta: 20:49:25, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5779, top5_acc: 0.7919, loss_cls: 1.7985, loss: 1.7985, grad_norm: 5.4110 2021-03-14 02:57:18,491 - mmaction - INFO - Epoch [22][1020/1253] lr: 7.500e-03, eta: 20:48:58, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.5776, top5_acc: 0.7904, loss_cls: 1.7937, loss: 1.7937, grad_norm: 5.3076 2021-03-14 02:57:30,726 - mmaction - INFO - Epoch [22][1040/1253] lr: 7.500e-03, eta: 20:48:32, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5737, top5_acc: 0.7924, loss_cls: 1.8355, loss: 1.8355, grad_norm: 5.2938 2021-03-14 02:57:42,993 - mmaction - INFO - Epoch [22][1060/1253] lr: 7.500e-03, eta: 20:48:06, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5643, top5_acc: 0.7896, loss_cls: 1.8347, loss: 1.8347, grad_norm: 5.4624 2021-03-14 02:57:55,317 - mmaction - INFO - Epoch [22][1080/1253] lr: 7.500e-03, eta: 20:47:40, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5695, top5_acc: 0.7820, loss_cls: 1.8462, loss: 1.8462, grad_norm: 5.4328 2021-03-14 02:58:07,635 - mmaction - INFO - Epoch [22][1100/1253] lr: 7.500e-03, eta: 20:47:14, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5648, top5_acc: 0.7909, loss_cls: 1.8327, loss: 1.8327, grad_norm: 5.4271 2021-03-14 02:58:19,851 - mmaction - INFO - Epoch [22][1120/1253] lr: 7.500e-03, eta: 20:46:48, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5813, top5_acc: 0.8026, loss_cls: 1.7646, loss: 1.7646, grad_norm: 5.3429 2021-03-14 02:58:32,227 - mmaction - INFO - Epoch [22][1140/1253] lr: 7.500e-03, eta: 20:46:22, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.5706, top5_acc: 0.7914, loss_cls: 1.7916, loss: 1.7916, grad_norm: 5.3578 2021-03-14 02:58:44,538 - mmaction - INFO - Epoch [22][1160/1253] lr: 7.500e-03, eta: 20:45:56, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5677, top5_acc: 0.7841, loss_cls: 1.8491, loss: 1.8491, grad_norm: 5.4234 2021-03-14 02:58:56,797 - mmaction - INFO - Epoch [22][1180/1253] lr: 7.500e-03, eta: 20:45:30, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5755, top5_acc: 0.7992, loss_cls: 1.8059, loss: 1.8059, grad_norm: 5.3696 2021-03-14 02:59:09,046 - mmaction - INFO - Epoch [22][1200/1253] lr: 7.500e-03, eta: 20:45:04, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5815, top5_acc: 0.7896, loss_cls: 1.7825, loss: 1.7825, grad_norm: 5.2893 2021-03-14 02:59:21,410 - mmaction - INFO - Epoch [22][1220/1253] lr: 7.500e-03, eta: 20:44:39, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5820, top5_acc: 0.8010, loss_cls: 1.8095, loss: 1.8095, grad_norm: 5.4033 2021-03-14 02:59:33,729 - mmaction - INFO - Epoch [22][1240/1253] lr: 7.500e-03, eta: 20:44:13, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5794, top5_acc: 0.8081, loss_cls: 1.7476, loss: 1.7476, grad_norm: 5.3329 2021-03-14 03:03:12,453 - mmaction - INFO - Epoch [23][20/1253] lr: 7.500e-03, eta: 20:54:39, time: 10.447, data_time: 9.807, memory: 8809, top1_acc: 0.5977, top5_acc: 0.8083, loss_cls: 1.7459, loss: 1.7459, grad_norm: 5.3504 2021-03-14 03:03:24,697 - mmaction - INFO - Epoch [23][40/1253] lr: 7.500e-03, eta: 20:54:12, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5867, top5_acc: 0.7885, loss_cls: 1.8052, loss: 1.8052, grad_norm: 5.2718 2021-03-14 03:03:36,894 - mmaction - INFO - Epoch [23][60/1253] lr: 7.500e-03, eta: 20:53:45, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5888, top5_acc: 0.8008, loss_cls: 1.7579, loss: 1.7579, grad_norm: 5.3914 2021-03-14 03:03:49,123 - mmaction - INFO - Epoch [23][80/1253] lr: 7.500e-03, eta: 20:53:19, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5940, top5_acc: 0.8000, loss_cls: 1.7721, loss: 1.7721, grad_norm: 5.2259 2021-03-14 03:04:01,324 - mmaction - INFO - Epoch [23][100/1253] lr: 7.500e-03, eta: 20:52:52, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.5820, top5_acc: 0.8029, loss_cls: 1.7457, loss: 1.7457, grad_norm: 5.2745 2021-03-14 03:04:13,660 - mmaction - INFO - Epoch [23][120/1253] lr: 7.500e-03, eta: 20:52:26, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5867, top5_acc: 0.8055, loss_cls: 1.7317, loss: 1.7317, grad_norm: 5.3422 2021-03-14 03:04:25,805 - mmaction - INFO - Epoch [23][140/1253] lr: 7.500e-03, eta: 20:51:59, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.5828, top5_acc: 0.8008, loss_cls: 1.7696, loss: 1.7696, grad_norm: 5.4216 2021-03-14 03:04:38,084 - mmaction - INFO - Epoch [23][160/1253] lr: 7.500e-03, eta: 20:51:32, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5878, top5_acc: 0.7974, loss_cls: 1.7745, loss: 1.7745, grad_norm: 5.3167 2021-03-14 03:04:50,359 - mmaction - INFO - Epoch [23][180/1253] lr: 7.500e-03, eta: 20:51:06, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5729, top5_acc: 0.8044, loss_cls: 1.7573, loss: 1.7573, grad_norm: 5.3700 2021-03-14 03:05:02,649 - mmaction - INFO - Epoch [23][200/1253] lr: 7.500e-03, eta: 20:50:40, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5901, top5_acc: 0.8008, loss_cls: 1.7490, loss: 1.7490, grad_norm: 5.2715 2021-03-14 03:05:14,840 - mmaction - INFO - Epoch [23][220/1253] lr: 7.500e-03, eta: 20:50:13, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.5820, top5_acc: 0.7982, loss_cls: 1.7816, loss: 1.7816, grad_norm: 5.3161 2021-03-14 03:05:27,030 - mmaction - INFO - Epoch [23][240/1253] lr: 7.500e-03, eta: 20:49:47, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.5747, top5_acc: 0.7977, loss_cls: 1.7976, loss: 1.7976, grad_norm: 5.3715 2021-03-14 03:05:39,319 - mmaction - INFO - Epoch [23][260/1253] lr: 7.500e-03, eta: 20:49:20, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5872, top5_acc: 0.8021, loss_cls: 1.7634, loss: 1.7634, grad_norm: 5.3060 2021-03-14 03:05:51,626 - mmaction - INFO - Epoch [23][280/1253] lr: 7.500e-03, eta: 20:48:54, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5771, top5_acc: 0.7776, loss_cls: 1.8324, loss: 1.8324, grad_norm: 5.3992 2021-03-14 03:06:03,895 - mmaction - INFO - Epoch [23][300/1253] lr: 7.500e-03, eta: 20:48:28, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5841, top5_acc: 0.7891, loss_cls: 1.8178, loss: 1.8178, grad_norm: 5.3772 2021-03-14 03:06:16,294 - mmaction - INFO - Epoch [23][320/1253] lr: 7.500e-03, eta: 20:48:02, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.5943, top5_acc: 0.8076, loss_cls: 1.7474, loss: 1.7474, grad_norm: 5.2784 2021-03-14 03:06:28,516 - mmaction - INFO - Epoch [23][340/1253] lr: 7.500e-03, eta: 20:47:36, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5924, top5_acc: 0.8065, loss_cls: 1.7509, loss: 1.7509, grad_norm: 5.2284 2021-03-14 03:06:40,742 - mmaction - INFO - Epoch [23][360/1253] lr: 7.500e-03, eta: 20:47:10, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5826, top5_acc: 0.7979, loss_cls: 1.7684, loss: 1.7684, grad_norm: 5.2977 2021-03-14 03:06:52,951 - mmaction - INFO - Epoch [23][380/1253] lr: 7.500e-03, eta: 20:46:43, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5883, top5_acc: 0.8000, loss_cls: 1.7371, loss: 1.7371, grad_norm: 5.2640 2021-03-14 03:07:05,200 - mmaction - INFO - Epoch [23][400/1253] lr: 7.500e-03, eta: 20:46:17, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5904, top5_acc: 0.8065, loss_cls: 1.7553, loss: 1.7553, grad_norm: 5.3041 2021-03-14 03:07:17,498 - mmaction - INFO - Epoch [23][420/1253] lr: 7.500e-03, eta: 20:45:51, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5836, top5_acc: 0.7964, loss_cls: 1.8126, loss: 1.8126, grad_norm: 5.4071 2021-03-14 03:07:29,778 - mmaction - INFO - Epoch [23][440/1253] lr: 7.500e-03, eta: 20:45:25, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5893, top5_acc: 0.7990, loss_cls: 1.7527, loss: 1.7527, grad_norm: 5.1886 2021-03-14 03:07:42,136 - mmaction - INFO - Epoch [23][460/1253] lr: 7.500e-03, eta: 20:44:59, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5898, top5_acc: 0.8055, loss_cls: 1.7333, loss: 1.7333, grad_norm: 5.2487 2021-03-14 03:07:54,418 - mmaction - INFO - Epoch [23][480/1253] lr: 7.500e-03, eta: 20:44:33, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5802, top5_acc: 0.8073, loss_cls: 1.7474, loss: 1.7474, grad_norm: 5.3271 2021-03-14 03:08:06,645 - mmaction - INFO - Epoch [23][500/1253] lr: 7.500e-03, eta: 20:44:07, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5885, top5_acc: 0.8068, loss_cls: 1.7374, loss: 1.7374, grad_norm: 5.3653 2021-03-14 03:08:18,968 - mmaction - INFO - Epoch [23][520/1253] lr: 7.500e-03, eta: 20:43:41, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5917, top5_acc: 0.8016, loss_cls: 1.7484, loss: 1.7484, grad_norm: 5.3406 2021-03-14 03:08:31,214 - mmaction - INFO - Epoch [23][540/1253] lr: 7.500e-03, eta: 20:43:15, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5990, top5_acc: 0.8044, loss_cls: 1.7287, loss: 1.7287, grad_norm: 5.2532 2021-03-14 03:08:43,388 - mmaction - INFO - Epoch [23][560/1253] lr: 7.500e-03, eta: 20:42:49, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5768, top5_acc: 0.7922, loss_cls: 1.7868, loss: 1.7868, grad_norm: 5.3492 2021-03-14 03:08:55,601 - mmaction - INFO - Epoch [23][580/1253] lr: 7.500e-03, eta: 20:42:22, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.5917, top5_acc: 0.7995, loss_cls: 1.7591, loss: 1.7591, grad_norm: 5.2310 2021-03-14 03:09:07,989 - mmaction - INFO - Epoch [23][600/1253] lr: 7.500e-03, eta: 20:41:57, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.5792, top5_acc: 0.7917, loss_cls: 1.8133, loss: 1.8133, grad_norm: 5.4049 2021-03-14 03:09:20,328 - mmaction - INFO - Epoch [23][620/1253] lr: 7.500e-03, eta: 20:41:31, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5768, top5_acc: 0.7940, loss_cls: 1.8478, loss: 1.8478, grad_norm: 5.5127 2021-03-14 03:09:32,527 - mmaction - INFO - Epoch [23][640/1253] lr: 7.500e-03, eta: 20:41:05, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5797, top5_acc: 0.7966, loss_cls: 1.7922, loss: 1.7922, grad_norm: 5.4034 2021-03-14 03:09:44,883 - mmaction - INFO - Epoch [23][660/1253] lr: 7.500e-03, eta: 20:40:39, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5839, top5_acc: 0.7987, loss_cls: 1.7822, loss: 1.7822, grad_norm: 5.4130 2021-03-14 03:09:57,287 - mmaction - INFO - Epoch [23][680/1253] lr: 7.500e-03, eta: 20:40:14, time: 0.619, data_time: 0.001, memory: 8809, top1_acc: 0.5813, top5_acc: 0.7953, loss_cls: 1.8044, loss: 1.8044, grad_norm: 5.4335 2021-03-14 03:10:09,662 - mmaction - INFO - Epoch [23][700/1253] lr: 7.500e-03, eta: 20:39:48, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5846, top5_acc: 0.8094, loss_cls: 1.7428, loss: 1.7428, grad_norm: 5.3061 2021-03-14 03:10:22,064 - mmaction - INFO - Epoch [23][720/1253] lr: 7.500e-03, eta: 20:39:23, time: 0.621, data_time: 0.003, memory: 8809, top1_acc: 0.5745, top5_acc: 0.7992, loss_cls: 1.8049, loss: 1.8049, grad_norm: 5.3183 2021-03-14 03:10:34,451 - mmaction - INFO - Epoch [23][740/1253] lr: 7.500e-03, eta: 20:38:58, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5747, top5_acc: 0.7917, loss_cls: 1.8271, loss: 1.8271, grad_norm: 5.3702 2021-03-14 03:10:46,761 - mmaction - INFO - Epoch [23][760/1253] lr: 7.500e-03, eta: 20:38:32, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5747, top5_acc: 0.7883, loss_cls: 1.8336, loss: 1.8336, grad_norm: 5.4176 2021-03-14 03:10:59,070 - mmaction - INFO - Epoch [23][780/1253] lr: 7.500e-03, eta: 20:38:06, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5799, top5_acc: 0.7948, loss_cls: 1.8057, loss: 1.8057, grad_norm: 5.3562 2021-03-14 03:11:11,345 - mmaction - INFO - Epoch [23][800/1253] lr: 7.500e-03, eta: 20:37:41, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5917, top5_acc: 0.7966, loss_cls: 1.7820, loss: 1.7820, grad_norm: 5.3535 2021-03-14 03:11:23,667 - mmaction - INFO - Epoch [23][820/1253] lr: 7.500e-03, eta: 20:37:15, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5880, top5_acc: 0.7979, loss_cls: 1.7754, loss: 1.7754, grad_norm: 5.3340 2021-03-14 03:11:35,937 - mmaction - INFO - Epoch [23][840/1253] lr: 7.500e-03, eta: 20:36:49, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5755, top5_acc: 0.8049, loss_cls: 1.7834, loss: 1.7834, grad_norm: 5.4135 2021-03-14 03:11:48,280 - mmaction - INFO - Epoch [23][860/1253] lr: 7.500e-03, eta: 20:36:24, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.5635, top5_acc: 0.7911, loss_cls: 1.8480, loss: 1.8480, grad_norm: 5.3532 2021-03-14 03:12:00,575 - mmaction - INFO - Epoch [23][880/1253] lr: 7.500e-03, eta: 20:35:58, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5854, top5_acc: 0.7995, loss_cls: 1.7799, loss: 1.7799, grad_norm: 5.3139 2021-03-14 03:12:13,037 - mmaction - INFO - Epoch [23][900/1253] lr: 7.500e-03, eta: 20:35:33, time: 0.622, data_time: 0.004, memory: 8809, top1_acc: 0.5698, top5_acc: 0.7880, loss_cls: 1.8417, loss: 1.8417, grad_norm: 5.3632 2021-03-14 03:12:25,348 - mmaction - INFO - Epoch [23][920/1253] lr: 7.500e-03, eta: 20:35:08, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5776, top5_acc: 0.7937, loss_cls: 1.8297, loss: 1.8297, grad_norm: 5.3751 2021-03-14 03:12:37,726 - mmaction - INFO - Epoch [23][940/1253] lr: 7.500e-03, eta: 20:34:42, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.5823, top5_acc: 0.8021, loss_cls: 1.7895, loss: 1.7895, grad_norm: 5.2982 2021-03-14 03:12:50,018 - mmaction - INFO - Epoch [23][960/1253] lr: 7.500e-03, eta: 20:34:17, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5737, top5_acc: 0.7896, loss_cls: 1.8533, loss: 1.8533, grad_norm: 5.3868 2021-03-14 03:13:02,380 - mmaction - INFO - Epoch [23][980/1253] lr: 7.500e-03, eta: 20:33:52, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5823, top5_acc: 0.7917, loss_cls: 1.7971, loss: 1.7971, grad_norm: 5.2446 2021-03-14 03:13:14,671 - mmaction - INFO - Epoch [23][1000/1253] lr: 7.500e-03, eta: 20:33:26, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5904, top5_acc: 0.7904, loss_cls: 1.7922, loss: 1.7922, grad_norm: 5.2385 2021-03-14 03:13:27,037 - mmaction - INFO - Epoch [23][1020/1253] lr: 7.500e-03, eta: 20:33:01, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5773, top5_acc: 0.7914, loss_cls: 1.8207, loss: 1.8207, grad_norm: 5.3631 2021-03-14 03:13:39,340 - mmaction - INFO - Epoch [23][1040/1253] lr: 7.500e-03, eta: 20:32:35, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5792, top5_acc: 0.7964, loss_cls: 1.7807, loss: 1.7807, grad_norm: 5.3725 2021-03-14 03:13:51,655 - mmaction - INFO - Epoch [23][1060/1253] lr: 7.500e-03, eta: 20:32:10, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5875, top5_acc: 0.7992, loss_cls: 1.7714, loss: 1.7714, grad_norm: 5.4413 2021-03-14 03:14:03,903 - mmaction - INFO - Epoch [23][1080/1253] lr: 7.500e-03, eta: 20:31:45, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5880, top5_acc: 0.7995, loss_cls: 1.7606, loss: 1.7606, grad_norm: 5.3133 2021-03-14 03:14:16,261 - mmaction - INFO - Epoch [23][1100/1253] lr: 7.500e-03, eta: 20:31:19, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5784, top5_acc: 0.7977, loss_cls: 1.7937, loss: 1.7937, grad_norm: 5.3680 2021-03-14 03:14:28,568 - mmaction - INFO - Epoch [23][1120/1253] lr: 7.500e-03, eta: 20:30:54, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5813, top5_acc: 0.7917, loss_cls: 1.7899, loss: 1.7899, grad_norm: 5.3522 2021-03-14 03:14:40,854 - mmaction - INFO - Epoch [23][1140/1253] lr: 7.500e-03, eta: 20:30:29, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5875, top5_acc: 0.8063, loss_cls: 1.7765, loss: 1.7765, grad_norm: 5.3581 2021-03-14 03:14:53,194 - mmaction - INFO - Epoch [23][1160/1253] lr: 7.500e-03, eta: 20:30:03, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5776, top5_acc: 0.7898, loss_cls: 1.7894, loss: 1.7894, grad_norm: 5.3366 2021-03-14 03:15:05,438 - mmaction - INFO - Epoch [23][1180/1253] lr: 7.500e-03, eta: 20:29:38, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5750, top5_acc: 0.8016, loss_cls: 1.7703, loss: 1.7703, grad_norm: 5.3942 2021-03-14 03:15:17,821 - mmaction - INFO - Epoch [23][1200/1253] lr: 7.500e-03, eta: 20:29:13, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.8340, loss: 1.8340, grad_norm: 5.4045 2021-03-14 03:15:30,127 - mmaction - INFO - Epoch [23][1220/1253] lr: 7.500e-03, eta: 20:28:48, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5852, top5_acc: 0.8018, loss_cls: 1.7569, loss: 1.7569, grad_norm: 5.3140 2021-03-14 03:15:42,480 - mmaction - INFO - Epoch [23][1240/1253] lr: 7.500e-03, eta: 20:28:23, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5719, top5_acc: 0.7935, loss_cls: 1.8127, loss: 1.8127, grad_norm: 5.4327 2021-03-14 03:19:18,546 - mmaction - INFO - Epoch [24][20/1253] lr: 7.500e-03, eta: 20:38:04, time: 10.325, data_time: 9.690, memory: 8809, top1_acc: 0.6016, top5_acc: 0.8096, loss_cls: 1.7035, loss: 1.7035, grad_norm: 5.2621 2021-03-14 03:19:30,827 - mmaction - INFO - Epoch [24][40/1253] lr: 7.500e-03, eta: 20:37:38, time: 0.615, data_time: 0.004, memory: 8809, top1_acc: 0.5906, top5_acc: 0.8115, loss_cls: 1.7223, loss: 1.7223, grad_norm: 5.3271 2021-03-14 03:19:42,942 - mmaction - INFO - Epoch [24][60/1253] lr: 7.500e-03, eta: 20:37:12, time: 0.605, data_time: 0.001, memory: 8809, top1_acc: 0.5854, top5_acc: 0.8049, loss_cls: 1.7475, loss: 1.7475, grad_norm: 5.3487 2021-03-14 03:19:55,297 - mmaction - INFO - Epoch [24][80/1253] lr: 7.500e-03, eta: 20:36:46, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5781, top5_acc: 0.7987, loss_cls: 1.7712, loss: 1.7712, grad_norm: 5.4126 2021-03-14 03:20:07,615 - mmaction - INFO - Epoch [24][100/1253] lr: 7.500e-03, eta: 20:36:20, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5906, top5_acc: 0.8018, loss_cls: 1.7675, loss: 1.7675, grad_norm: 5.4004 2021-03-14 03:20:19,796 - mmaction - INFO - Epoch [24][120/1253] lr: 7.500e-03, eta: 20:35:54, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.5786, top5_acc: 0.7971, loss_cls: 1.7947, loss: 1.7947, grad_norm: 5.3308 2021-03-14 03:20:32,115 - mmaction - INFO - Epoch [24][140/1253] lr: 7.500e-03, eta: 20:35:29, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5940, top5_acc: 0.8057, loss_cls: 1.7219, loss: 1.7219, grad_norm: 5.2921 2021-03-14 03:20:44,381 - mmaction - INFO - Epoch [24][160/1253] lr: 7.500e-03, eta: 20:35:03, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5828, top5_acc: 0.8104, loss_cls: 1.7269, loss: 1.7269, grad_norm: 5.2838 2021-03-14 03:20:56,591 - mmaction - INFO - Epoch [24][180/1253] lr: 7.500e-03, eta: 20:34:37, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6044, top5_acc: 0.8099, loss_cls: 1.6965, loss: 1.6965, grad_norm: 5.1943 2021-03-14 03:21:08,907 - mmaction - INFO - Epoch [24][200/1253] lr: 7.500e-03, eta: 20:34:11, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5857, top5_acc: 0.8008, loss_cls: 1.7662, loss: 1.7662, grad_norm: 5.3535 2021-03-14 03:21:21,025 - mmaction - INFO - Epoch [24][220/1253] lr: 7.500e-03, eta: 20:33:45, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.5883, top5_acc: 0.8034, loss_cls: 1.7456, loss: 1.7456, grad_norm: 5.2879 2021-03-14 03:21:33,272 - mmaction - INFO - Epoch [24][240/1253] lr: 7.500e-03, eta: 20:33:19, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5904, top5_acc: 0.7969, loss_cls: 1.7703, loss: 1.7703, grad_norm: 5.2499 2021-03-14 03:21:45,411 - mmaction - INFO - Epoch [24][260/1253] lr: 7.500e-03, eta: 20:32:53, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.5776, top5_acc: 0.7953, loss_cls: 1.7961, loss: 1.7961, grad_norm: 5.4445 2021-03-14 03:21:57,714 - mmaction - INFO - Epoch [24][280/1253] lr: 7.500e-03, eta: 20:32:28, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5820, top5_acc: 0.7922, loss_cls: 1.7795, loss: 1.7795, grad_norm: 5.2535 2021-03-14 03:22:10,060 - mmaction - INFO - Epoch [24][300/1253] lr: 7.500e-03, eta: 20:32:02, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5773, top5_acc: 0.7940, loss_cls: 1.8074, loss: 1.8074, grad_norm: 5.3627 2021-03-14 03:22:22,338 - mmaction - INFO - Epoch [24][320/1253] lr: 7.500e-03, eta: 20:31:37, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5815, top5_acc: 0.8055, loss_cls: 1.7721, loss: 1.7721, grad_norm: 5.3938 2021-03-14 03:22:34,567 - mmaction - INFO - Epoch [24][340/1253] lr: 7.500e-03, eta: 20:31:11, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5784, top5_acc: 0.7987, loss_cls: 1.7760, loss: 1.7760, grad_norm: 5.3664 2021-03-14 03:22:46,895 - mmaction - INFO - Epoch [24][360/1253] lr: 7.500e-03, eta: 20:30:46, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5734, top5_acc: 0.7958, loss_cls: 1.8027, loss: 1.8027, grad_norm: 5.4573 2021-03-14 03:22:59,300 - mmaction - INFO - Epoch [24][380/1253] lr: 7.500e-03, eta: 20:30:21, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.5852, top5_acc: 0.8044, loss_cls: 1.7507, loss: 1.7507, grad_norm: 5.3588 2021-03-14 03:23:11,537 - mmaction - INFO - Epoch [24][400/1253] lr: 7.500e-03, eta: 20:29:55, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5781, top5_acc: 0.8000, loss_cls: 1.7856, loss: 1.7856, grad_norm: 5.4994 2021-03-14 03:23:23,755 - mmaction - INFO - Epoch [24][420/1253] lr: 7.500e-03, eta: 20:29:29, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5909, top5_acc: 0.8023, loss_cls: 1.7395, loss: 1.7395, grad_norm: 5.3803 2021-03-14 03:23:36,021 - mmaction - INFO - Epoch [24][440/1253] lr: 7.500e-03, eta: 20:29:04, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5737, top5_acc: 0.7935, loss_cls: 1.8329, loss: 1.8329, grad_norm: 5.4103 2021-03-14 03:23:48,377 - mmaction - INFO - Epoch [24][460/1253] lr: 7.500e-03, eta: 20:28:39, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5753, top5_acc: 0.8016, loss_cls: 1.7597, loss: 1.7597, grad_norm: 5.2777 2021-03-14 03:24:00,644 - mmaction - INFO - Epoch [24][480/1253] lr: 7.500e-03, eta: 20:28:13, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5917, top5_acc: 0.7995, loss_cls: 1.7580, loss: 1.7580, grad_norm: 5.2486 2021-03-14 03:24:12,988 - mmaction - INFO - Epoch [24][500/1253] lr: 7.500e-03, eta: 20:27:48, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.5813, top5_acc: 0.7990, loss_cls: 1.7534, loss: 1.7534, grad_norm: 5.2534 2021-03-14 03:24:25,355 - mmaction - INFO - Epoch [24][520/1253] lr: 7.500e-03, eta: 20:27:23, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5789, top5_acc: 0.7982, loss_cls: 1.7774, loss: 1.7774, grad_norm: 5.3008 2021-03-14 03:24:37,713 - mmaction - INFO - Epoch [24][540/1253] lr: 7.500e-03, eta: 20:26:58, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5831, top5_acc: 0.8086, loss_cls: 1.7356, loss: 1.7356, grad_norm: 5.3379 2021-03-14 03:24:50,001 - mmaction - INFO - Epoch [24][560/1253] lr: 7.500e-03, eta: 20:26:32, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5758, top5_acc: 0.7977, loss_cls: 1.7824, loss: 1.7824, grad_norm: 5.3877 2021-03-14 03:25:02,320 - mmaction - INFO - Epoch [24][580/1253] lr: 7.500e-03, eta: 20:26:07, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5831, top5_acc: 0.7982, loss_cls: 1.7888, loss: 1.7888, grad_norm: 5.3058 2021-03-14 03:25:14,660 - mmaction - INFO - Epoch [24][600/1253] lr: 7.500e-03, eta: 20:25:42, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5839, top5_acc: 0.8117, loss_cls: 1.7492, loss: 1.7492, grad_norm: 5.3415 2021-03-14 03:25:26,937 - mmaction - INFO - Epoch [24][620/1253] lr: 7.500e-03, eta: 20:25:17, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5820, top5_acc: 0.7969, loss_cls: 1.7596, loss: 1.7596, grad_norm: 5.3329 2021-03-14 03:25:39,212 - mmaction - INFO - Epoch [24][640/1253] lr: 7.500e-03, eta: 20:24:51, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5724, top5_acc: 0.7961, loss_cls: 1.7851, loss: 1.7851, grad_norm: 5.3558 2021-03-14 03:25:51,427 - mmaction - INFO - Epoch [24][660/1253] lr: 7.500e-03, eta: 20:24:26, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5849, top5_acc: 0.8070, loss_cls: 1.7453, loss: 1.7453, grad_norm: 5.3023 2021-03-14 03:26:03,644 - mmaction - INFO - Epoch [24][680/1253] lr: 7.500e-03, eta: 20:24:01, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5695, top5_acc: 0.7844, loss_cls: 1.8338, loss: 1.8338, grad_norm: 5.3982 2021-03-14 03:26:15,843 - mmaction - INFO - Epoch [24][700/1253] lr: 7.500e-03, eta: 20:23:35, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.5977, top5_acc: 0.8026, loss_cls: 1.7292, loss: 1.7292, grad_norm: 5.2376 2021-03-14 03:26:28,193 - mmaction - INFO - Epoch [24][720/1253] lr: 7.500e-03, eta: 20:23:10, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5766, top5_acc: 0.7927, loss_cls: 1.7734, loss: 1.7734, grad_norm: 5.3014 2021-03-14 03:26:40,487 - mmaction - INFO - Epoch [24][740/1253] lr: 7.500e-03, eta: 20:22:45, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5786, top5_acc: 0.7982, loss_cls: 1.7799, loss: 1.7799, grad_norm: 5.3403 2021-03-14 03:26:52,702 - mmaction - INFO - Epoch [24][760/1253] lr: 7.500e-03, eta: 20:22:19, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.5771, top5_acc: 0.7909, loss_cls: 1.8283, loss: 1.8283, grad_norm: 5.4090 2021-03-14 03:27:04,960 - mmaction - INFO - Epoch [24][780/1253] lr: 7.500e-03, eta: 20:21:54, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5820, top5_acc: 0.8047, loss_cls: 1.7746, loss: 1.7746, grad_norm: 5.3383 2021-03-14 03:27:17,179 - mmaction - INFO - Epoch [24][800/1253] lr: 7.500e-03, eta: 20:21:29, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5807, top5_acc: 0.8000, loss_cls: 1.7754, loss: 1.7754, grad_norm: 5.3287 2021-03-14 03:27:29,430 - mmaction - INFO - Epoch [24][820/1253] lr: 7.500e-03, eta: 20:21:04, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5674, top5_acc: 0.7937, loss_cls: 1.8308, loss: 1.8308, grad_norm: 5.4320 2021-03-14 03:27:41,719 - mmaction - INFO - Epoch [24][840/1253] lr: 7.500e-03, eta: 20:20:39, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5802, top5_acc: 0.7945, loss_cls: 1.7645, loss: 1.7645, grad_norm: 5.2898 2021-03-14 03:27:54,083 - mmaction - INFO - Epoch [24][860/1253] lr: 7.500e-03, eta: 20:20:14, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5695, top5_acc: 0.7940, loss_cls: 1.8413, loss: 1.8413, grad_norm: 5.4750 2021-03-14 03:28:06,356 - mmaction - INFO - Epoch [24][880/1253] lr: 7.500e-03, eta: 20:19:49, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5701, top5_acc: 0.8052, loss_cls: 1.7966, loss: 1.7966, grad_norm: 5.4154 2021-03-14 03:28:18,635 - mmaction - INFO - Epoch [24][900/1253] lr: 7.500e-03, eta: 20:19:24, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5693, top5_acc: 0.7805, loss_cls: 1.8465, loss: 1.8465, grad_norm: 5.4590 2021-03-14 03:28:30,982 - mmaction - INFO - Epoch [24][920/1253] lr: 7.500e-03, eta: 20:18:59, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5883, top5_acc: 0.8055, loss_cls: 1.7504, loss: 1.7504, grad_norm: 5.3854 2021-03-14 03:28:43,318 - mmaction - INFO - Epoch [24][940/1253] lr: 7.500e-03, eta: 20:18:34, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5885, top5_acc: 0.8078, loss_cls: 1.7486, loss: 1.7486, grad_norm: 5.3326 2021-03-14 03:28:55,610 - mmaction - INFO - Epoch [24][960/1253] lr: 7.500e-03, eta: 20:18:09, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5826, top5_acc: 0.7940, loss_cls: 1.7895, loss: 1.7895, grad_norm: 5.3650 2021-03-14 03:29:07,907 - mmaction - INFO - Epoch [24][980/1253] lr: 7.500e-03, eta: 20:17:44, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5849, top5_acc: 0.8138, loss_cls: 1.7352, loss: 1.7352, grad_norm: 5.3328 2021-03-14 03:29:20,256 - mmaction - INFO - Epoch [24][1000/1253] lr: 7.500e-03, eta: 20:17:19, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5924, top5_acc: 0.8055, loss_cls: 1.7585, loss: 1.7585, grad_norm: 5.3139 2021-03-14 03:29:32,548 - mmaction - INFO - Epoch [24][1020/1253] lr: 7.500e-03, eta: 20:16:54, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5849, top5_acc: 0.7945, loss_cls: 1.8113, loss: 1.8113, grad_norm: 5.4728 2021-03-14 03:29:44,873 - mmaction - INFO - Epoch [24][1040/1253] lr: 7.500e-03, eta: 20:16:29, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.5706, top5_acc: 0.7891, loss_cls: 1.8393, loss: 1.8393, grad_norm: 5.4758 2021-03-14 03:29:57,198 - mmaction - INFO - Epoch [24][1060/1253] lr: 7.500e-03, eta: 20:16:05, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5737, top5_acc: 0.7992, loss_cls: 1.7824, loss: 1.7824, grad_norm: 5.4616 2021-03-14 03:30:09,432 - mmaction - INFO - Epoch [24][1080/1253] lr: 7.500e-03, eta: 20:15:40, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5833, top5_acc: 0.7932, loss_cls: 1.8065, loss: 1.8065, grad_norm: 5.3527 2021-03-14 03:30:21,716 - mmaction - INFO - Epoch [24][1100/1253] lr: 7.500e-03, eta: 20:15:15, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5742, top5_acc: 0.8063, loss_cls: 1.7600, loss: 1.7600, grad_norm: 5.4027 2021-03-14 03:30:34,021 - mmaction - INFO - Epoch [24][1120/1253] lr: 7.500e-03, eta: 20:14:50, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5818, top5_acc: 0.8010, loss_cls: 1.7754, loss: 1.7754, grad_norm: 5.4100 2021-03-14 03:30:46,203 - mmaction - INFO - Epoch [24][1140/1253] lr: 7.500e-03, eta: 20:14:25, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5878, top5_acc: 0.8013, loss_cls: 1.7275, loss: 1.7275, grad_norm: 5.2874 2021-03-14 03:30:58,445 - mmaction - INFO - Epoch [24][1160/1253] lr: 7.500e-03, eta: 20:14:00, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5966, top5_acc: 0.8117, loss_cls: 1.7101, loss: 1.7101, grad_norm: 5.2734 2021-03-14 03:31:10,702 - mmaction - INFO - Epoch [24][1180/1253] lr: 7.500e-03, eta: 20:13:35, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5771, top5_acc: 0.7956, loss_cls: 1.7929, loss: 1.7929, grad_norm: 5.4168 2021-03-14 03:31:23,073 - mmaction - INFO - Epoch [24][1200/1253] lr: 7.500e-03, eta: 20:13:10, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.5771, top5_acc: 0.7966, loss_cls: 1.8102, loss: 1.8102, grad_norm: 5.4565 2021-03-14 03:31:35,320 - mmaction - INFO - Epoch [24][1220/1253] lr: 7.500e-03, eta: 20:12:45, time: 0.612, data_time: 0.004, memory: 8809, top1_acc: 0.5911, top5_acc: 0.8076, loss_cls: 1.7351, loss: 1.7351, grad_norm: 5.3064 2021-03-14 03:31:47,565 - mmaction - INFO - Epoch [24][1240/1253] lr: 7.500e-03, eta: 20:12:21, time: 0.613, data_time: 0.004, memory: 8809, top1_acc: 0.5667, top5_acc: 0.7966, loss_cls: 1.8123, loss: 1.8123, grad_norm: 5.4068 2021-03-14 03:35:24,029 - mmaction - INFO - Epoch [25][20/1253] lr: 7.500e-03, eta: 20:21:31, time: 10.348, data_time: 9.738, memory: 8809, top1_acc: 0.5818, top5_acc: 0.7971, loss_cls: 1.7693, loss: 1.7693, grad_norm: 5.3231 2021-03-14 03:35:36,297 - mmaction - INFO - Epoch [25][40/1253] lr: 7.500e-03, eta: 20:21:05, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5758, top5_acc: 0.7966, loss_cls: 1.7692, loss: 1.7692, grad_norm: 5.4462 2021-03-14 03:35:48,516 - mmaction - INFO - Epoch [25][60/1253] lr: 7.500e-03, eta: 20:20:40, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5875, top5_acc: 0.7979, loss_cls: 1.7553, loss: 1.7553, grad_norm: 5.2948 2021-03-14 03:36:00,709 - mmaction - INFO - Epoch [25][80/1253] lr: 7.500e-03, eta: 20:20:14, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5956, top5_acc: 0.7979, loss_cls: 1.7532, loss: 1.7532, grad_norm: 5.2495 2021-03-14 03:36:12,931 - mmaction - INFO - Epoch [25][100/1253] lr: 7.500e-03, eta: 20:19:49, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.5961, top5_acc: 0.8154, loss_cls: 1.6857, loss: 1.6857, grad_norm: 5.2182 2021-03-14 03:36:25,192 - mmaction - INFO - Epoch [25][120/1253] lr: 7.500e-03, eta: 20:19:24, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6021, top5_acc: 0.8026, loss_cls: 1.7115, loss: 1.7115, grad_norm: 5.2703 2021-03-14 03:36:37,377 - mmaction - INFO - Epoch [25][140/1253] lr: 7.500e-03, eta: 20:18:58, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.5865, top5_acc: 0.8010, loss_cls: 1.7394, loss: 1.7394, grad_norm: 5.2998 2021-03-14 03:36:49,582 - mmaction - INFO - Epoch [25][160/1253] lr: 7.500e-03, eta: 20:18:33, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6016, top5_acc: 0.8133, loss_cls: 1.7018, loss: 1.7018, grad_norm: 5.3193 2021-03-14 03:37:01,848 - mmaction - INFO - Epoch [25][180/1253] lr: 7.500e-03, eta: 20:18:08, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5969, top5_acc: 0.8120, loss_cls: 1.7083, loss: 1.7083, grad_norm: 5.3366 2021-03-14 03:37:14,065 - mmaction - INFO - Epoch [25][200/1253] lr: 7.500e-03, eta: 20:17:42, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5878, top5_acc: 0.8047, loss_cls: 1.7295, loss: 1.7295, grad_norm: 5.4145 2021-03-14 03:37:26,358 - mmaction - INFO - Epoch [25][220/1253] lr: 7.500e-03, eta: 20:17:17, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6023, top5_acc: 0.8083, loss_cls: 1.7209, loss: 1.7209, grad_norm: 5.3985 2021-03-14 03:37:38,579 - mmaction - INFO - Epoch [25][240/1253] lr: 7.500e-03, eta: 20:16:52, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5914, top5_acc: 0.8013, loss_cls: 1.7406, loss: 1.7406, grad_norm: 5.4361 2021-03-14 03:37:50,868 - mmaction - INFO - Epoch [25][260/1253] lr: 7.500e-03, eta: 20:16:27, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5755, top5_acc: 0.7943, loss_cls: 1.7593, loss: 1.7593, grad_norm: 5.3311 2021-03-14 03:38:03,047 - mmaction - INFO - Epoch [25][280/1253] lr: 7.500e-03, eta: 20:16:02, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.5750, top5_acc: 0.7922, loss_cls: 1.7970, loss: 1.7970, grad_norm: 5.4863 2021-03-14 03:38:15,330 - mmaction - INFO - Epoch [25][300/1253] lr: 7.500e-03, eta: 20:15:37, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5922, top5_acc: 0.8086, loss_cls: 1.7227, loss: 1.7227, grad_norm: 5.3232 2021-03-14 03:38:27,545 - mmaction - INFO - Epoch [25][320/1253] lr: 7.500e-03, eta: 20:15:11, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5914, top5_acc: 0.7995, loss_cls: 1.7695, loss: 1.7695, grad_norm: 5.3500 2021-03-14 03:38:39,852 - mmaction - INFO - Epoch [25][340/1253] lr: 7.500e-03, eta: 20:14:47, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5682, top5_acc: 0.7953, loss_cls: 1.8184, loss: 1.8184, grad_norm: 5.4484 2021-03-14 03:38:52,204 - mmaction - INFO - Epoch [25][360/1253] lr: 7.500e-03, eta: 20:14:22, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.5992, top5_acc: 0.7984, loss_cls: 1.7535, loss: 1.7535, grad_norm: 5.3690 2021-03-14 03:39:04,547 - mmaction - INFO - Epoch [25][380/1253] lr: 7.500e-03, eta: 20:13:57, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5844, top5_acc: 0.7964, loss_cls: 1.7741, loss: 1.7741, grad_norm: 5.3494 2021-03-14 03:39:16,842 - mmaction - INFO - Epoch [25][400/1253] lr: 7.500e-03, eta: 20:13:32, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6078, top5_acc: 0.8164, loss_cls: 1.6783, loss: 1.6783, grad_norm: 5.2032 2021-03-14 03:39:29,139 - mmaction - INFO - Epoch [25][420/1253] lr: 7.500e-03, eta: 20:13:07, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5901, top5_acc: 0.8146, loss_cls: 1.7219, loss: 1.7219, grad_norm: 5.3657 2021-03-14 03:39:41,436 - mmaction - INFO - Epoch [25][440/1253] lr: 7.500e-03, eta: 20:12:43, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5836, top5_acc: 0.8029, loss_cls: 1.7504, loss: 1.7504, grad_norm: 5.2479 2021-03-14 03:39:53,667 - mmaction - INFO - Epoch [25][460/1253] lr: 7.500e-03, eta: 20:12:17, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.5794, top5_acc: 0.7974, loss_cls: 1.7609, loss: 1.7609, grad_norm: 5.3100 2021-03-14 03:40:05,805 - mmaction - INFO - Epoch [25][480/1253] lr: 7.500e-03, eta: 20:11:52, time: 0.607, data_time: 0.003, memory: 8809, top1_acc: 0.5945, top5_acc: 0.8063, loss_cls: 1.7087, loss: 1.7087, grad_norm: 5.1852 2021-03-14 03:40:18,107 - mmaction - INFO - Epoch [25][500/1253] lr: 7.500e-03, eta: 20:11:27, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6021, top5_acc: 0.8211, loss_cls: 1.7028, loss: 1.7028, grad_norm: 5.3806 2021-03-14 03:40:30,513 - mmaction - INFO - Epoch [25][520/1253] lr: 7.500e-03, eta: 20:11:03, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5724, top5_acc: 0.7893, loss_cls: 1.8003, loss: 1.8003, grad_norm: 5.4239 2021-03-14 03:40:42,810 - mmaction - INFO - Epoch [25][540/1253] lr: 7.500e-03, eta: 20:10:38, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5930, top5_acc: 0.8138, loss_cls: 1.7006, loss: 1.7006, grad_norm: 5.2988 2021-03-14 03:40:55,016 - mmaction - INFO - Epoch [25][560/1253] lr: 7.500e-03, eta: 20:10:13, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5719, top5_acc: 0.7919, loss_cls: 1.7972, loss: 1.7972, grad_norm: 5.4237 2021-03-14 03:41:07,254 - mmaction - INFO - Epoch [25][580/1253] lr: 7.500e-03, eta: 20:09:48, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5807, top5_acc: 0.7932, loss_cls: 1.7755, loss: 1.7755, grad_norm: 5.3867 2021-03-14 03:41:19,534 - mmaction - INFO - Epoch [25][600/1253] lr: 7.500e-03, eta: 20:09:23, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6031, top5_acc: 0.8083, loss_cls: 1.6959, loss: 1.6959, grad_norm: 5.1961 2021-03-14 03:41:31,809 - mmaction - INFO - Epoch [25][620/1253] lr: 7.500e-03, eta: 20:08:59, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6034, top5_acc: 0.8143, loss_cls: 1.7065, loss: 1.7065, grad_norm: 5.2539 2021-03-14 03:41:44,139 - mmaction - INFO - Epoch [25][640/1253] lr: 7.500e-03, eta: 20:08:34, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5813, top5_acc: 0.7945, loss_cls: 1.7941, loss: 1.7941, grad_norm: 5.3658 2021-03-14 03:41:56,413 - mmaction - INFO - Epoch [25][660/1253] lr: 7.500e-03, eta: 20:08:09, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5888, top5_acc: 0.7982, loss_cls: 1.7731, loss: 1.7731, grad_norm: 5.3483 2021-03-14 03:42:08,753 - mmaction - INFO - Epoch [25][680/1253] lr: 7.500e-03, eta: 20:07:45, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5776, top5_acc: 0.7911, loss_cls: 1.7896, loss: 1.7896, grad_norm: 5.3698 2021-03-14 03:42:21,088 - mmaction - INFO - Epoch [25][700/1253] lr: 7.500e-03, eta: 20:07:20, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5951, top5_acc: 0.7997, loss_cls: 1.7336, loss: 1.7336, grad_norm: 5.3402 2021-03-14 03:42:33,377 - mmaction - INFO - Epoch [25][720/1253] lr: 7.500e-03, eta: 20:06:56, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5773, top5_acc: 0.8029, loss_cls: 1.7596, loss: 1.7596, grad_norm: 5.4198 2021-03-14 03:42:45,642 - mmaction - INFO - Epoch [25][740/1253] lr: 7.500e-03, eta: 20:06:31, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5880, top5_acc: 0.7984, loss_cls: 1.7498, loss: 1.7498, grad_norm: 5.3696 2021-03-14 03:42:57,922 - mmaction - INFO - Epoch [25][760/1253] lr: 7.500e-03, eta: 20:06:06, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5859, top5_acc: 0.7982, loss_cls: 1.7568, loss: 1.7568, grad_norm: 5.3064 2021-03-14 03:43:10,340 - mmaction - INFO - Epoch [25][780/1253] lr: 7.500e-03, eta: 20:05:42, time: 0.622, data_time: 0.004, memory: 8809, top1_acc: 0.5909, top5_acc: 0.8034, loss_cls: 1.7411, loss: 1.7411, grad_norm: 5.3346 2021-03-14 03:43:22,599 - mmaction - INFO - Epoch [25][800/1253] lr: 7.500e-03, eta: 20:05:17, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5823, top5_acc: 0.7971, loss_cls: 1.7646, loss: 1.7646, grad_norm: 5.3155 2021-03-14 03:43:34,867 - mmaction - INFO - Epoch [25][820/1253] lr: 7.500e-03, eta: 20:04:53, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5797, top5_acc: 0.7956, loss_cls: 1.7846, loss: 1.7846, grad_norm: 5.4377 2021-03-14 03:43:47,043 - mmaction - INFO - Epoch [25][840/1253] lr: 7.500e-03, eta: 20:04:28, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5836, top5_acc: 0.7958, loss_cls: 1.7776, loss: 1.7776, grad_norm: 5.4560 2021-03-14 03:43:59,237 - mmaction - INFO - Epoch [25][860/1253] lr: 7.500e-03, eta: 20:04:03, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5883, top5_acc: 0.8081, loss_cls: 1.7322, loss: 1.7322, grad_norm: 5.3481 2021-03-14 03:44:11,462 - mmaction - INFO - Epoch [25][880/1253] lr: 7.500e-03, eta: 20:03:38, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5914, top5_acc: 0.8055, loss_cls: 1.7718, loss: 1.7718, grad_norm: 5.3238 2021-03-14 03:44:23,721 - mmaction - INFO - Epoch [25][900/1253] lr: 7.500e-03, eta: 20:03:14, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5763, top5_acc: 0.8016, loss_cls: 1.7822, loss: 1.7822, grad_norm: 5.4228 2021-03-14 03:44:35,954 - mmaction - INFO - Epoch [25][920/1253] lr: 7.500e-03, eta: 20:02:49, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5820, top5_acc: 0.7945, loss_cls: 1.7994, loss: 1.7994, grad_norm: 5.4244 2021-03-14 03:44:48,221 - mmaction - INFO - Epoch [25][940/1253] lr: 7.500e-03, eta: 20:02:24, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5828, top5_acc: 0.8003, loss_cls: 1.7805, loss: 1.7805, grad_norm: 5.3055 2021-03-14 03:45:00,599 - mmaction - INFO - Epoch [25][960/1253] lr: 7.500e-03, eta: 20:02:00, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5784, top5_acc: 0.7987, loss_cls: 1.7942, loss: 1.7942, grad_norm: 5.3824 2021-03-14 03:45:12,869 - mmaction - INFO - Epoch [25][980/1253] lr: 7.500e-03, eta: 20:01:36, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5771, top5_acc: 0.8023, loss_cls: 1.7696, loss: 1.7696, grad_norm: 5.2837 2021-03-14 03:45:25,156 - mmaction - INFO - Epoch [25][1000/1253] lr: 7.500e-03, eta: 20:01:11, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5724, top5_acc: 0.7987, loss_cls: 1.7814, loss: 1.7814, grad_norm: 5.3807 2021-03-14 03:45:37,478 - mmaction - INFO - Epoch [25][1020/1253] lr: 7.500e-03, eta: 20:00:47, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5865, top5_acc: 0.8044, loss_cls: 1.7349, loss: 1.7349, grad_norm: 5.3235 2021-03-14 03:45:49,679 - mmaction - INFO - Epoch [25][1040/1253] lr: 7.500e-03, eta: 20:00:22, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.5773, top5_acc: 0.7984, loss_cls: 1.7942, loss: 1.7942, grad_norm: 5.5284 2021-03-14 03:46:01,955 - mmaction - INFO - Epoch [25][1060/1253] lr: 7.500e-03, eta: 19:59:58, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5719, top5_acc: 0.7982, loss_cls: 1.8083, loss: 1.8083, grad_norm: 5.5189 2021-03-14 03:46:14,242 - mmaction - INFO - Epoch [25][1080/1253] lr: 7.500e-03, eta: 19:59:34, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5815, top5_acc: 0.8008, loss_cls: 1.7583, loss: 1.7583, grad_norm: 5.3935 2021-03-14 03:46:26,508 - mmaction - INFO - Epoch [25][1100/1253] lr: 7.500e-03, eta: 19:59:09, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5849, top5_acc: 0.7982, loss_cls: 1.7786, loss: 1.7786, grad_norm: 5.2976 2021-03-14 03:46:38,809 - mmaction - INFO - Epoch [25][1120/1253] lr: 7.500e-03, eta: 19:58:45, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5893, top5_acc: 0.8109, loss_cls: 1.7322, loss: 1.7322, grad_norm: 5.2474 2021-03-14 03:46:51,074 - mmaction - INFO - Epoch [25][1140/1253] lr: 7.500e-03, eta: 19:58:20, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5815, top5_acc: 0.7909, loss_cls: 1.7818, loss: 1.7818, grad_norm: 5.3401 2021-03-14 03:47:03,442 - mmaction - INFO - Epoch [25][1160/1253] lr: 7.500e-03, eta: 19:57:56, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.5891, top5_acc: 0.7961, loss_cls: 1.7798, loss: 1.7798, grad_norm: 5.3554 2021-03-14 03:47:15,739 - mmaction - INFO - Epoch [25][1180/1253] lr: 7.500e-03, eta: 19:57:32, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5922, top5_acc: 0.8086, loss_cls: 1.7164, loss: 1.7164, grad_norm: 5.2701 2021-03-14 03:47:27,910 - mmaction - INFO - Epoch [25][1200/1253] lr: 7.500e-03, eta: 19:57:07, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5839, top5_acc: 0.8065, loss_cls: 1.7386, loss: 1.7386, grad_norm: 5.2347 2021-03-14 03:47:40,117 - mmaction - INFO - Epoch [25][1220/1253] lr: 7.500e-03, eta: 19:56:43, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5846, top5_acc: 0.8063, loss_cls: 1.7495, loss: 1.7495, grad_norm: 5.3435 2021-03-14 03:47:52,376 - mmaction - INFO - Epoch [25][1240/1253] lr: 7.500e-03, eta: 19:56:19, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5750, top5_acc: 0.7891, loss_cls: 1.8281, loss: 1.8281, grad_norm: 5.5038 2021-03-14 03:51:33,331 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-03-14 03:51:34,310 - mmaction - INFO - top1_acc 0.6443 top5_acc 0.8575 2021-03-14 03:51:34,310 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-03-14 03:51:34,349 - mmaction - INFO - mean_acc 0.6442 2021-03-14 03:51:35,085 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_25.pth. 2021-03-14 03:51:35,086 - mmaction - INFO - Best top1_acc is 0.6443 at 25 epoch. 2021-03-14 03:51:35,107 - mmaction - INFO - Epoch(val) [25][1253] top1_acc: 0.6443, top5_acc: 0.8575, mean_class_accuracy: 0.6442 2021-03-14 03:54:59,837 - mmaction - INFO - Epoch [26][20/1253] lr: 7.500e-03, eta: 20:04:51, time: 10.235, data_time: 9.625, memory: 8809, top1_acc: 0.5995, top5_acc: 0.8156, loss_cls: 1.6947, loss: 1.6947, grad_norm: 5.2828 2021-03-14 03:55:11,999 - mmaction - INFO - Epoch [26][40/1253] lr: 7.500e-03, eta: 20:04:26, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.5794, top5_acc: 0.7964, loss_cls: 1.7717, loss: 1.7717, grad_norm: 5.2258 2021-03-14 03:55:24,198 - mmaction - INFO - Epoch [26][60/1253] lr: 7.500e-03, eta: 20:04:01, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.5914, top5_acc: 0.7956, loss_cls: 1.7419, loss: 1.7419, grad_norm: 5.3367 2021-03-14 03:55:36,392 - mmaction - INFO - Epoch [26][80/1253] lr: 7.500e-03, eta: 20:03:37, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5953, top5_acc: 0.7966, loss_cls: 1.7549, loss: 1.7549, grad_norm: 5.2290 2021-03-14 03:55:48,656 - mmaction - INFO - Epoch [26][100/1253] lr: 7.500e-03, eta: 20:03:12, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5977, top5_acc: 0.8128, loss_cls: 1.6794, loss: 1.6794, grad_norm: 5.2141 2021-03-14 03:56:00,847 - mmaction - INFO - Epoch [26][120/1253] lr: 7.500e-03, eta: 20:02:47, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5948, top5_acc: 0.8000, loss_cls: 1.7534, loss: 1.7534, grad_norm: 5.3855 2021-03-14 03:56:13,154 - mmaction - INFO - Epoch [26][140/1253] lr: 7.500e-03, eta: 20:02:22, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5784, top5_acc: 0.7971, loss_cls: 1.7445, loss: 1.7445, grad_norm: 5.2761 2021-03-14 03:56:25,455 - mmaction - INFO - Epoch [26][160/1253] lr: 7.500e-03, eta: 20:01:58, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5891, top5_acc: 0.8021, loss_cls: 1.7516, loss: 1.7516, grad_norm: 5.3516 2021-03-14 03:56:37,612 - mmaction - INFO - Epoch [26][180/1253] lr: 7.500e-03, eta: 20:01:33, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6023, top5_acc: 0.8115, loss_cls: 1.7146, loss: 1.7146, grad_norm: 5.2543 2021-03-14 03:56:49,964 - mmaction - INFO - Epoch [26][200/1253] lr: 7.500e-03, eta: 20:01:09, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6052, top5_acc: 0.8148, loss_cls: 1.6844, loss: 1.6844, grad_norm: 5.2025 2021-03-14 03:57:02,237 - mmaction - INFO - Epoch [26][220/1253] lr: 7.500e-03, eta: 20:00:44, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5852, top5_acc: 0.7958, loss_cls: 1.7576, loss: 1.7576, grad_norm: 5.3332 2021-03-14 03:57:14,607 - mmaction - INFO - Epoch [26][240/1253] lr: 7.500e-03, eta: 20:00:20, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6055, top5_acc: 0.8151, loss_cls: 1.6875, loss: 1.6875, grad_norm: 5.3494 2021-03-14 03:57:26,922 - mmaction - INFO - Epoch [26][260/1253] lr: 7.500e-03, eta: 19:59:55, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5883, top5_acc: 0.8135, loss_cls: 1.6967, loss: 1.6967, grad_norm: 5.3725 2021-03-14 03:57:39,201 - mmaction - INFO - Epoch [26][280/1253] lr: 7.500e-03, eta: 19:59:31, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5948, top5_acc: 0.8086, loss_cls: 1.7324, loss: 1.7324, grad_norm: 5.3261 2021-03-14 03:57:51,521 - mmaction - INFO - Epoch [26][300/1253] lr: 7.500e-03, eta: 19:59:06, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5979, top5_acc: 0.8078, loss_cls: 1.7050, loss: 1.7050, grad_norm: 5.3572 2021-03-14 03:58:03,786 - mmaction - INFO - Epoch [26][320/1253] lr: 7.500e-03, eta: 19:58:42, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5982, top5_acc: 0.8068, loss_cls: 1.7203, loss: 1.7203, grad_norm: 5.3116 2021-03-14 03:58:16,047 - mmaction - INFO - Epoch [26][340/1253] lr: 7.500e-03, eta: 19:58:17, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5904, top5_acc: 0.8042, loss_cls: 1.7318, loss: 1.7318, grad_norm: 5.3515 2021-03-14 03:58:28,282 - mmaction - INFO - Epoch [26][360/1253] lr: 7.500e-03, eta: 19:57:53, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5870, top5_acc: 0.7984, loss_cls: 1.7617, loss: 1.7617, grad_norm: 5.3804 2021-03-14 03:58:40,550 - mmaction - INFO - Epoch [26][380/1253] lr: 7.500e-03, eta: 19:57:28, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5896, top5_acc: 0.8070, loss_cls: 1.7184, loss: 1.7184, grad_norm: 5.3501 2021-03-14 03:58:52,834 - mmaction - INFO - Epoch [26][400/1253] lr: 7.500e-03, eta: 19:57:04, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5891, top5_acc: 0.8070, loss_cls: 1.7585, loss: 1.7585, grad_norm: 5.3652 2021-03-14 03:59:05,071 - mmaction - INFO - Epoch [26][420/1253] lr: 7.500e-03, eta: 19:56:39, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5945, top5_acc: 0.8068, loss_cls: 1.7282, loss: 1.7282, grad_norm: 5.3722 2021-03-14 03:59:17,288 - mmaction - INFO - Epoch [26][440/1253] lr: 7.500e-03, eta: 19:56:15, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5849, top5_acc: 0.8021, loss_cls: 1.7645, loss: 1.7645, grad_norm: 5.4238 2021-03-14 03:59:29,526 - mmaction - INFO - Epoch [26][460/1253] lr: 7.500e-03, eta: 19:55:50, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5844, top5_acc: 0.7977, loss_cls: 1.7619, loss: 1.7619, grad_norm: 5.3577 2021-03-14 03:59:41,792 - mmaction - INFO - Epoch [26][480/1253] lr: 7.500e-03, eta: 19:55:26, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5891, top5_acc: 0.8060, loss_cls: 1.7126, loss: 1.7126, grad_norm: 5.2555 2021-03-14 03:59:53,967 - mmaction - INFO - Epoch [26][500/1253] lr: 7.500e-03, eta: 19:55:01, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.5930, top5_acc: 0.8107, loss_cls: 1.7410, loss: 1.7410, grad_norm: 5.3438 2021-03-14 04:00:06,303 - mmaction - INFO - Epoch [26][520/1253] lr: 7.500e-03, eta: 19:54:37, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5711, top5_acc: 0.7977, loss_cls: 1.8057, loss: 1.8057, grad_norm: 5.4473 2021-03-14 04:00:18,630 - mmaction - INFO - Epoch [26][540/1253] lr: 7.500e-03, eta: 19:54:13, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5891, top5_acc: 0.7951, loss_cls: 1.7861, loss: 1.7861, grad_norm: 5.3063 2021-03-14 04:00:30,917 - mmaction - INFO - Epoch [26][560/1253] lr: 7.500e-03, eta: 19:53:49, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5836, top5_acc: 0.8047, loss_cls: 1.7248, loss: 1.7248, grad_norm: 5.2925 2021-03-14 04:00:43,099 - mmaction - INFO - Epoch [26][580/1253] lr: 7.500e-03, eta: 19:53:24, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.5945, top5_acc: 0.8044, loss_cls: 1.7494, loss: 1.7494, grad_norm: 5.4283 2021-03-14 04:00:55,425 - mmaction - INFO - Epoch [26][600/1253] lr: 7.500e-03, eta: 19:53:00, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5789, top5_acc: 0.7977, loss_cls: 1.7586, loss: 1.7586, grad_norm: 5.2923 2021-03-14 04:01:07,789 - mmaction - INFO - Epoch [26][620/1253] lr: 7.500e-03, eta: 19:52:36, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.6039, top5_acc: 0.8055, loss_cls: 1.6975, loss: 1.6975, grad_norm: 5.1949 2021-03-14 04:01:20,109 - mmaction - INFO - Epoch [26][640/1253] lr: 7.500e-03, eta: 19:52:12, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5924, top5_acc: 0.8065, loss_cls: 1.7096, loss: 1.7096, grad_norm: 5.2801 2021-03-14 04:01:32,441 - mmaction - INFO - Epoch [26][660/1253] lr: 7.500e-03, eta: 19:51:48, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5896, top5_acc: 0.8023, loss_cls: 1.7691, loss: 1.7691, grad_norm: 5.4086 2021-03-14 04:01:44,723 - mmaction - INFO - Epoch [26][680/1253] lr: 7.500e-03, eta: 19:51:24, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5846, top5_acc: 0.8089, loss_cls: 1.7310, loss: 1.7310, grad_norm: 5.4325 2021-03-14 04:01:57,059 - mmaction - INFO - Epoch [26][700/1253] lr: 7.500e-03, eta: 19:51:00, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5854, top5_acc: 0.8005, loss_cls: 1.7668, loss: 1.7668, grad_norm: 5.4434 2021-03-14 04:02:09,315 - mmaction - INFO - Epoch [26][720/1253] lr: 7.500e-03, eta: 19:50:35, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5924, top5_acc: 0.8000, loss_cls: 1.7439, loss: 1.7439, grad_norm: 5.4079 2021-03-14 04:02:21,680 - mmaction - INFO - Epoch [26][740/1253] lr: 7.500e-03, eta: 19:50:11, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5901, top5_acc: 0.8008, loss_cls: 1.7583, loss: 1.7583, grad_norm: 5.3519 2021-03-14 04:02:34,068 - mmaction - INFO - Epoch [26][760/1253] lr: 7.500e-03, eta: 19:49:48, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5948, top5_acc: 0.8034, loss_cls: 1.7361, loss: 1.7361, grad_norm: 5.3570 2021-03-14 04:02:46,364 - mmaction - INFO - Epoch [26][780/1253] lr: 7.500e-03, eta: 19:49:23, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5813, top5_acc: 0.8029, loss_cls: 1.7901, loss: 1.7901, grad_norm: 5.4929 2021-03-14 04:02:58,624 - mmaction - INFO - Epoch [26][800/1253] lr: 7.500e-03, eta: 19:48:59, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5802, top5_acc: 0.8026, loss_cls: 1.7403, loss: 1.7403, grad_norm: 5.4213 2021-03-14 04:03:10,838 - mmaction - INFO - Epoch [26][820/1253] lr: 7.500e-03, eta: 19:48:35, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5898, top5_acc: 0.7943, loss_cls: 1.7494, loss: 1.7494, grad_norm: 5.3895 2021-03-14 04:03:23,058 - mmaction - INFO - Epoch [26][840/1253] lr: 7.500e-03, eta: 19:48:11, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5883, top5_acc: 0.7995, loss_cls: 1.7782, loss: 1.7782, grad_norm: 5.3855 2021-03-14 04:03:35,306 - mmaction - INFO - Epoch [26][860/1253] lr: 7.500e-03, eta: 19:47:47, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5906, top5_acc: 0.8021, loss_cls: 1.7426, loss: 1.7426, grad_norm: 5.3891 2021-03-14 04:03:47,480 - mmaction - INFO - Epoch [26][880/1253] lr: 7.500e-03, eta: 19:47:22, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5781, top5_acc: 0.7849, loss_cls: 1.8228, loss: 1.8228, grad_norm: 5.6016 2021-03-14 04:03:59,755 - mmaction - INFO - Epoch [26][900/1253] lr: 7.500e-03, eta: 19:46:58, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5930, top5_acc: 0.7984, loss_cls: 1.7393, loss: 1.7393, grad_norm: 5.3498 2021-03-14 04:04:12,032 - mmaction - INFO - Epoch [26][920/1253] lr: 7.500e-03, eta: 19:46:34, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5956, top5_acc: 0.8091, loss_cls: 1.7272, loss: 1.7272, grad_norm: 5.3699 2021-03-14 04:04:24,226 - mmaction - INFO - Epoch [26][940/1253] lr: 7.500e-03, eta: 19:46:10, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5833, top5_acc: 0.8034, loss_cls: 1.7601, loss: 1.7601, grad_norm: 5.4206 2021-03-14 04:04:36,642 - mmaction - INFO - Epoch [26][960/1253] lr: 7.500e-03, eta: 19:45:46, time: 0.621, data_time: 0.001, memory: 8809, top1_acc: 0.5977, top5_acc: 0.8065, loss_cls: 1.7233, loss: 1.7233, grad_norm: 5.2614 2021-03-14 04:04:48,863 - mmaction - INFO - Epoch [26][980/1253] lr: 7.500e-03, eta: 19:45:22, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5776, top5_acc: 0.7977, loss_cls: 1.7911, loss: 1.7911, grad_norm: 5.4303 2021-03-14 04:05:01,143 - mmaction - INFO - Epoch [26][1000/1253] lr: 7.500e-03, eta: 19:44:58, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5951, top5_acc: 0.7987, loss_cls: 1.7628, loss: 1.7628, grad_norm: 5.3343 2021-03-14 04:05:13,335 - mmaction - INFO - Epoch [26][1020/1253] lr: 7.500e-03, eta: 19:44:34, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5987, top5_acc: 0.8010, loss_cls: 1.7342, loss: 1.7342, grad_norm: 5.3461 2021-03-14 04:05:25,603 - mmaction - INFO - Epoch [26][1040/1253] lr: 7.500e-03, eta: 19:44:10, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5893, top5_acc: 0.8055, loss_cls: 1.7465, loss: 1.7465, grad_norm: 5.4592 2021-03-14 04:05:37,921 - mmaction - INFO - Epoch [26][1060/1253] lr: 7.500e-03, eta: 19:43:46, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5831, top5_acc: 0.8044, loss_cls: 1.7517, loss: 1.7517, grad_norm: 5.4941 2021-03-14 04:05:50,174 - mmaction - INFO - Epoch [26][1080/1253] lr: 7.500e-03, eta: 19:43:22, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5818, top5_acc: 0.7958, loss_cls: 1.8061, loss: 1.8061, grad_norm: 5.4118 2021-03-14 04:06:02,408 - mmaction - INFO - Epoch [26][1100/1253] lr: 7.500e-03, eta: 19:42:58, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5893, top5_acc: 0.8076, loss_cls: 1.7333, loss: 1.7333, grad_norm: 5.3284 2021-03-14 04:06:14,685 - mmaction - INFO - Epoch [26][1120/1253] lr: 7.500e-03, eta: 19:42:34, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5763, top5_acc: 0.7984, loss_cls: 1.8193, loss: 1.8193, grad_norm: 5.4336 2021-03-14 04:06:26,909 - mmaction - INFO - Epoch [26][1140/1253] lr: 7.500e-03, eta: 19:42:10, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5768, top5_acc: 0.8107, loss_cls: 1.7345, loss: 1.7345, grad_norm: 5.3316 2021-03-14 04:06:39,089 - mmaction - INFO - Epoch [26][1160/1253] lr: 7.500e-03, eta: 19:41:46, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.5940, top5_acc: 0.8023, loss_cls: 1.7367, loss: 1.7367, grad_norm: 5.4338 2021-03-14 04:06:51,272 - mmaction - INFO - Epoch [26][1180/1253] lr: 7.500e-03, eta: 19:41:22, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.5906, top5_acc: 0.8065, loss_cls: 1.7214, loss: 1.7214, grad_norm: 5.3228 2021-03-14 04:07:03,453 - mmaction - INFO - Epoch [26][1200/1253] lr: 7.500e-03, eta: 19:40:58, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6073, top5_acc: 0.8047, loss_cls: 1.7073, loss: 1.7073, grad_norm: 5.2067 2021-03-14 04:07:15,752 - mmaction - INFO - Epoch [26][1220/1253] lr: 7.500e-03, eta: 19:40:34, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5771, top5_acc: 0.7841, loss_cls: 1.8070, loss: 1.8070, grad_norm: 5.3828 2021-03-14 04:07:28,157 - mmaction - INFO - Epoch [26][1240/1253] lr: 7.500e-03, eta: 19:40:11, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.5862, top5_acc: 0.7945, loss_cls: 1.7907, loss: 1.7907, grad_norm: 5.3672 2021-03-14 04:11:05,305 - mmaction - INFO - Epoch [27][20/1253] lr: 7.500e-03, eta: 19:48:24, time: 10.377, data_time: 9.695, memory: 8809, top1_acc: 0.5951, top5_acc: 0.8036, loss_cls: 1.7228, loss: 1.7228, grad_norm: 5.3199 2021-03-14 04:11:17,559 - mmaction - INFO - Epoch [27][40/1253] lr: 7.500e-03, eta: 19:48:00, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6102, top5_acc: 0.8240, loss_cls: 1.6588, loss: 1.6588, grad_norm: 5.2906 2021-03-14 04:11:29,729 - mmaction - INFO - Epoch [27][60/1253] lr: 7.500e-03, eta: 19:47:35, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5992, top5_acc: 0.8221, loss_cls: 1.6695, loss: 1.6695, grad_norm: 5.3029 2021-03-14 04:11:41,982 - mmaction - INFO - Epoch [27][80/1253] lr: 7.500e-03, eta: 19:47:11, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5844, top5_acc: 0.8029, loss_cls: 1.7420, loss: 1.7420, grad_norm: 5.3543 2021-03-14 04:11:54,215 - mmaction - INFO - Epoch [27][100/1253] lr: 7.500e-03, eta: 19:46:47, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6021, top5_acc: 0.8115, loss_cls: 1.6556, loss: 1.6556, grad_norm: 5.2255 2021-03-14 04:12:06,347 - mmaction - INFO - Epoch [27][120/1253] lr: 7.500e-03, eta: 19:46:22, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.5984, top5_acc: 0.8148, loss_cls: 1.6563, loss: 1.6563, grad_norm: 5.2790 2021-03-14 04:12:18,547 - mmaction - INFO - Epoch [27][140/1253] lr: 7.500e-03, eta: 19:45:58, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.5865, top5_acc: 0.8034, loss_cls: 1.7369, loss: 1.7369, grad_norm: 5.4255 2021-03-14 04:12:30,846 - mmaction - INFO - Epoch [27][160/1253] lr: 7.500e-03, eta: 19:45:34, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5930, top5_acc: 0.8000, loss_cls: 1.7591, loss: 1.7591, grad_norm: 5.3810 2021-03-14 04:12:43,026 - mmaction - INFO - Epoch [27][180/1253] lr: 7.500e-03, eta: 19:45:09, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.5951, top5_acc: 0.8052, loss_cls: 1.7255, loss: 1.7255, grad_norm: 5.3136 2021-03-14 04:12:55,356 - mmaction - INFO - Epoch [27][200/1253] lr: 7.500e-03, eta: 19:44:45, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6029, top5_acc: 0.8039, loss_cls: 1.7129, loss: 1.7129, grad_norm: 5.2044 2021-03-14 04:13:07,641 - mmaction - INFO - Epoch [27][220/1253] lr: 7.500e-03, eta: 19:44:21, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5938, top5_acc: 0.8023, loss_cls: 1.7268, loss: 1.7268, grad_norm: 5.2917 2021-03-14 04:13:19,832 - mmaction - INFO - Epoch [27][240/1253] lr: 7.500e-03, eta: 19:43:57, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5927, top5_acc: 0.8018, loss_cls: 1.7347, loss: 1.7347, grad_norm: 5.3365 2021-03-14 04:13:32,131 - mmaction - INFO - Epoch [27][260/1253] lr: 7.500e-03, eta: 19:43:33, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5909, top5_acc: 0.8008, loss_cls: 1.7393, loss: 1.7393, grad_norm: 5.3892 2021-03-14 04:13:44,429 - mmaction - INFO - Epoch [27][280/1253] lr: 7.500e-03, eta: 19:43:09, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5888, top5_acc: 0.7987, loss_cls: 1.7551, loss: 1.7551, grad_norm: 5.3354 2021-03-14 04:13:56,737 - mmaction - INFO - Epoch [27][300/1253] lr: 7.500e-03, eta: 19:42:45, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6003, top5_acc: 0.8049, loss_cls: 1.6876, loss: 1.6876, grad_norm: 5.2603 2021-03-14 04:14:09,019 - mmaction - INFO - Epoch [27][320/1253] lr: 7.500e-03, eta: 19:42:21, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5979, top5_acc: 0.8091, loss_cls: 1.7050, loss: 1.7050, grad_norm: 5.3495 2021-03-14 04:14:21,258 - mmaction - INFO - Epoch [27][340/1253] lr: 7.500e-03, eta: 19:41:57, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6026, top5_acc: 0.8135, loss_cls: 1.6927, loss: 1.6927, grad_norm: 5.2581 2021-03-14 04:14:33,613 - mmaction - INFO - Epoch [27][360/1253] lr: 7.500e-03, eta: 19:41:33, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5906, top5_acc: 0.8096, loss_cls: 1.7214, loss: 1.7214, grad_norm: 5.4042 2021-03-14 04:14:45,834 - mmaction - INFO - Epoch [27][380/1253] lr: 7.500e-03, eta: 19:41:09, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5997, top5_acc: 0.8065, loss_cls: 1.7090, loss: 1.7090, grad_norm: 5.3016 2021-03-14 04:14:58,787 - mmaction - INFO - Epoch [27][400/1253] lr: 7.500e-03, eta: 19:40:47, time: 0.648, data_time: 0.002, memory: 8809, top1_acc: 0.6115, top5_acc: 0.8195, loss_cls: 1.6558, loss: 1.6558, grad_norm: 5.2271 2021-03-14 04:15:11,143 - mmaction - INFO - Epoch [27][420/1253] lr: 7.500e-03, eta: 19:40:23, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5831, top5_acc: 0.7937, loss_cls: 1.7629, loss: 1.7629, grad_norm: 5.4116 2021-03-14 04:15:23,572 - mmaction - INFO - Epoch [27][440/1253] lr: 7.500e-03, eta: 19:40:00, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.6016, top5_acc: 0.8086, loss_cls: 1.7178, loss: 1.7178, grad_norm: 5.2787 2021-03-14 04:15:35,925 - mmaction - INFO - Epoch [27][460/1253] lr: 7.500e-03, eta: 19:39:36, time: 0.618, data_time: 0.004, memory: 8809, top1_acc: 0.5880, top5_acc: 0.8016, loss_cls: 1.7509, loss: 1.7509, grad_norm: 5.3303 2021-03-14 04:15:48,198 - mmaction - INFO - Epoch [27][480/1253] lr: 7.500e-03, eta: 19:39:12, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5964, top5_acc: 0.8010, loss_cls: 1.7509, loss: 1.7509, grad_norm: 5.3740 2021-03-14 04:16:00,412 - mmaction - INFO - Epoch [27][500/1253] lr: 7.500e-03, eta: 19:38:48, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5906, top5_acc: 0.8016, loss_cls: 1.7727, loss: 1.7727, grad_norm: 5.3279 2021-03-14 04:16:12,625 - mmaction - INFO - Epoch [27][520/1253] lr: 7.500e-03, eta: 19:38:24, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6070, top5_acc: 0.8117, loss_cls: 1.7081, loss: 1.7081, grad_norm: 5.2989 2021-03-14 04:16:24,955 - mmaction - INFO - Epoch [27][540/1253] lr: 7.500e-03, eta: 19:38:00, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5857, top5_acc: 0.7937, loss_cls: 1.7489, loss: 1.7489, grad_norm: 5.3805 2021-03-14 04:16:37,207 - mmaction - INFO - Epoch [27][560/1253] lr: 7.500e-03, eta: 19:37:36, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5977, top5_acc: 0.8008, loss_cls: 1.6998, loss: 1.6998, grad_norm: 5.2588 2021-03-14 04:16:49,475 - mmaction - INFO - Epoch [27][580/1253] lr: 7.500e-03, eta: 19:37:13, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5781, top5_acc: 0.7937, loss_cls: 1.7954, loss: 1.7954, grad_norm: 5.3687 2021-03-14 04:17:01,767 - mmaction - INFO - Epoch [27][600/1253] lr: 7.500e-03, eta: 19:36:49, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6018, top5_acc: 0.8148, loss_cls: 1.6690, loss: 1.6690, grad_norm: 5.2817 2021-03-14 04:17:14,013 - mmaction - INFO - Epoch [27][620/1253] lr: 7.500e-03, eta: 19:36:25, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6161, top5_acc: 0.8109, loss_cls: 1.6914, loss: 1.6914, grad_norm: 5.3354 2021-03-14 04:17:26,126 - mmaction - INFO - Epoch [27][640/1253] lr: 7.500e-03, eta: 19:36:01, time: 0.606, data_time: 0.003, memory: 8809, top1_acc: 0.6026, top5_acc: 0.8086, loss_cls: 1.7158, loss: 1.7158, grad_norm: 5.3890 2021-03-14 04:17:38,327 - mmaction - INFO - Epoch [27][660/1253] lr: 7.500e-03, eta: 19:35:37, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.5971, top5_acc: 0.7979, loss_cls: 1.7610, loss: 1.7610, grad_norm: 5.4002 2021-03-14 04:17:50,630 - mmaction - INFO - Epoch [27][680/1253] lr: 7.500e-03, eta: 19:35:13, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5865, top5_acc: 0.8102, loss_cls: 1.7609, loss: 1.7609, grad_norm: 5.4650 2021-03-14 04:18:02,865 - mmaction - INFO - Epoch [27][700/1253] lr: 7.500e-03, eta: 19:34:49, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5784, top5_acc: 0.8068, loss_cls: 1.7602, loss: 1.7602, grad_norm: 5.4230 2021-03-14 04:18:15,164 - mmaction - INFO - Epoch [27][720/1253] lr: 7.500e-03, eta: 19:34:25, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6076, top5_acc: 0.8146, loss_cls: 1.6694, loss: 1.6694, grad_norm: 5.2395 2021-03-14 04:18:27,491 - mmaction - INFO - Epoch [27][740/1253] lr: 7.500e-03, eta: 19:34:02, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5857, top5_acc: 0.8049, loss_cls: 1.7456, loss: 1.7456, grad_norm: 5.3725 2021-03-14 04:18:39,835 - mmaction - INFO - Epoch [27][760/1253] lr: 7.500e-03, eta: 19:33:38, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5776, top5_acc: 0.7979, loss_cls: 1.7641, loss: 1.7641, grad_norm: 5.3389 2021-03-14 04:18:52,188 - mmaction - INFO - Epoch [27][780/1253] lr: 7.500e-03, eta: 19:33:15, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.6010, top5_acc: 0.8083, loss_cls: 1.7089, loss: 1.7089, grad_norm: 5.2837 2021-03-14 04:19:04,520 - mmaction - INFO - Epoch [27][800/1253] lr: 7.500e-03, eta: 19:32:51, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5773, top5_acc: 0.7971, loss_cls: 1.7674, loss: 1.7674, grad_norm: 5.4047 2021-03-14 04:19:16,850 - mmaction - INFO - Epoch [27][820/1253] lr: 7.500e-03, eta: 19:32:28, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5953, top5_acc: 0.8036, loss_cls: 1.7173, loss: 1.7173, grad_norm: 5.3299 2021-03-14 04:19:29,056 - mmaction - INFO - Epoch [27][840/1253] lr: 7.500e-03, eta: 19:32:04, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5997, top5_acc: 0.8164, loss_cls: 1.7038, loss: 1.7038, grad_norm: 5.3710 2021-03-14 04:19:41,373 - mmaction - INFO - Epoch [27][860/1253] lr: 7.500e-03, eta: 19:31:40, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5977, top5_acc: 0.8065, loss_cls: 1.7448, loss: 1.7448, grad_norm: 5.3734 2021-03-14 04:19:53,598 - mmaction - INFO - Epoch [27][880/1253] lr: 7.500e-03, eta: 19:31:17, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5927, top5_acc: 0.8008, loss_cls: 1.7604, loss: 1.7604, grad_norm: 5.3665 2021-03-14 04:20:05,846 - mmaction - INFO - Epoch [27][900/1253] lr: 7.500e-03, eta: 19:30:53, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5820, top5_acc: 0.8026, loss_cls: 1.7642, loss: 1.7642, grad_norm: 5.4163 2021-03-14 04:20:18,143 - mmaction - INFO - Epoch [27][920/1253] lr: 7.500e-03, eta: 19:30:29, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5810, top5_acc: 0.7937, loss_cls: 1.8018, loss: 1.8018, grad_norm: 5.4939 2021-03-14 04:20:30,469 - mmaction - INFO - Epoch [27][940/1253] lr: 7.500e-03, eta: 19:30:06, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6062, top5_acc: 0.8133, loss_cls: 1.7330, loss: 1.7330, grad_norm: 5.3209 2021-03-14 04:20:42,774 - mmaction - INFO - Epoch [27][960/1253] lr: 7.500e-03, eta: 19:29:43, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6021, top5_acc: 0.8081, loss_cls: 1.7458, loss: 1.7458, grad_norm: 5.4063 2021-03-14 04:20:55,025 - mmaction - INFO - Epoch [27][980/1253] lr: 7.500e-03, eta: 19:29:19, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5893, top5_acc: 0.8013, loss_cls: 1.7319, loss: 1.7319, grad_norm: 5.3607 2021-03-14 04:21:07,237 - mmaction - INFO - Epoch [27][1000/1253] lr: 7.500e-03, eta: 19:28:55, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5875, top5_acc: 0.8021, loss_cls: 1.7608, loss: 1.7608, grad_norm: 5.3487 2021-03-14 04:21:19,530 - mmaction - INFO - Epoch [27][1020/1253] lr: 7.500e-03, eta: 19:28:32, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5979, top5_acc: 0.8174, loss_cls: 1.7217, loss: 1.7217, grad_norm: 5.3970 2021-03-14 04:21:31,902 - mmaction - INFO - Epoch [27][1040/1253] lr: 7.500e-03, eta: 19:28:08, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5922, top5_acc: 0.8120, loss_cls: 1.7180, loss: 1.7180, grad_norm: 5.3006 2021-03-14 04:21:44,256 - mmaction - INFO - Epoch [27][1060/1253] lr: 7.500e-03, eta: 19:27:45, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5786, top5_acc: 0.7906, loss_cls: 1.7994, loss: 1.7994, grad_norm: 5.4428 2021-03-14 04:21:56,571 - mmaction - INFO - Epoch [27][1080/1253] lr: 7.500e-03, eta: 19:27:22, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5781, top5_acc: 0.8003, loss_cls: 1.7834, loss: 1.7834, grad_norm: 5.3897 2021-03-14 04:22:08,792 - mmaction - INFO - Epoch [27][1100/1253] lr: 7.500e-03, eta: 19:26:58, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5872, top5_acc: 0.8060, loss_cls: 1.7327, loss: 1.7327, grad_norm: 5.3064 2021-03-14 04:22:21,124 - mmaction - INFO - Epoch [27][1120/1253] lr: 7.500e-03, eta: 19:26:35, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5935, top5_acc: 0.7943, loss_cls: 1.7728, loss: 1.7728, grad_norm: 5.3297 2021-03-14 04:22:33,415 - mmaction - INFO - Epoch [27][1140/1253] lr: 7.500e-03, eta: 19:26:11, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5742, top5_acc: 0.7885, loss_cls: 1.8098, loss: 1.8098, grad_norm: 5.4950 2021-03-14 04:22:45,752 - mmaction - INFO - Epoch [27][1160/1253] lr: 7.500e-03, eta: 19:25:48, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5888, top5_acc: 0.7987, loss_cls: 1.7638, loss: 1.7638, grad_norm: 5.3098 2021-03-14 04:22:57,893 - mmaction - INFO - Epoch [27][1180/1253] lr: 7.500e-03, eta: 19:25:24, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.5872, top5_acc: 0.7969, loss_cls: 1.7837, loss: 1.7837, grad_norm: 5.5067 2021-03-14 04:23:10,125 - mmaction - INFO - Epoch [27][1200/1253] lr: 7.500e-03, eta: 19:25:01, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5732, top5_acc: 0.8031, loss_cls: 1.7940, loss: 1.7940, grad_norm: 5.4378 2021-03-14 04:23:22,378 - mmaction - INFO - Epoch [27][1220/1253] lr: 7.500e-03, eta: 19:24:37, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5919, top5_acc: 0.8021, loss_cls: 1.7656, loss: 1.7656, grad_norm: 5.2963 2021-03-14 04:23:34,526 - mmaction - INFO - Epoch [27][1240/1253] lr: 7.500e-03, eta: 19:24:14, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.5857, top5_acc: 0.7977, loss_cls: 1.7584, loss: 1.7584, grad_norm: 5.3238 2021-03-14 04:27:10,841 - mmaction - INFO - Epoch [28][20/1253] lr: 7.500e-03, eta: 19:31:59, time: 10.341, data_time: 9.597, memory: 8809, top1_acc: 0.6039, top5_acc: 0.7992, loss_cls: 1.7122, loss: 1.7122, grad_norm: 5.2500 2021-03-14 04:27:23,029 - mmaction - INFO - Epoch [28][40/1253] lr: 7.500e-03, eta: 19:31:35, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.5958, top5_acc: 0.8141, loss_cls: 1.6875, loss: 1.6875, grad_norm: 5.3513 2021-03-14 04:27:35,375 - mmaction - INFO - Epoch [28][60/1253] lr: 7.500e-03, eta: 19:31:12, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5904, top5_acc: 0.8070, loss_cls: 1.7331, loss: 1.7331, grad_norm: 5.3839 2021-03-14 04:27:47,695 - mmaction - INFO - Epoch [28][80/1253] lr: 7.500e-03, eta: 19:30:48, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5969, top5_acc: 0.8130, loss_cls: 1.7147, loss: 1.7147, grad_norm: 5.2716 2021-03-14 04:27:59,865 - mmaction - INFO - Epoch [28][100/1253] lr: 7.500e-03, eta: 19:30:24, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6125, top5_acc: 0.8240, loss_cls: 1.6410, loss: 1.6410, grad_norm: 5.2079 2021-03-14 04:28:12,030 - mmaction - INFO - Epoch [28][120/1253] lr: 7.500e-03, eta: 19:30:00, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.5979, top5_acc: 0.8086, loss_cls: 1.7030, loss: 1.7030, grad_norm: 5.3310 2021-03-14 04:28:24,293 - mmaction - INFO - Epoch [28][140/1253] lr: 7.500e-03, eta: 19:29:36, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5953, top5_acc: 0.8112, loss_cls: 1.7128, loss: 1.7128, grad_norm: 5.3773 2021-03-14 04:28:36,662 - mmaction - INFO - Epoch [28][160/1253] lr: 7.500e-03, eta: 19:29:13, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6065, top5_acc: 0.8102, loss_cls: 1.6722, loss: 1.6722, grad_norm: 5.2811 2021-03-14 04:28:48,925 - mmaction - INFO - Epoch [28][180/1253] lr: 7.500e-03, eta: 19:28:49, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6010, top5_acc: 0.8156, loss_cls: 1.6846, loss: 1.6846, grad_norm: 5.2910 2021-03-14 04:29:01,147 - mmaction - INFO - Epoch [28][200/1253] lr: 7.500e-03, eta: 19:28:25, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5935, top5_acc: 0.8099, loss_cls: 1.7147, loss: 1.7147, grad_norm: 5.4176 2021-03-14 04:29:13,439 - mmaction - INFO - Epoch [28][220/1253] lr: 7.500e-03, eta: 19:28:02, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5828, top5_acc: 0.8083, loss_cls: 1.7277, loss: 1.7277, grad_norm: 5.3850 2021-03-14 04:29:25,624 - mmaction - INFO - Epoch [28][240/1253] lr: 7.500e-03, eta: 19:27:38, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5964, top5_acc: 0.8122, loss_cls: 1.7042, loss: 1.7042, grad_norm: 5.3794 2021-03-14 04:29:37,863 - mmaction - INFO - Epoch [28][260/1253] lr: 7.500e-03, eta: 19:27:14, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5732, top5_acc: 0.8031, loss_cls: 1.7875, loss: 1.7875, grad_norm: 5.4814 2021-03-14 04:29:50,157 - mmaction - INFO - Epoch [28][280/1253] lr: 7.500e-03, eta: 19:26:51, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5836, top5_acc: 0.7984, loss_cls: 1.7761, loss: 1.7761, grad_norm: 5.5432 2021-03-14 04:30:02,326 - mmaction - INFO - Epoch [28][300/1253] lr: 7.500e-03, eta: 19:26:27, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6109, top5_acc: 0.8159, loss_cls: 1.6722, loss: 1.6722, grad_norm: 5.2833 2021-03-14 04:30:14,600 - mmaction - INFO - Epoch [28][320/1253] lr: 7.500e-03, eta: 19:26:03, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5870, top5_acc: 0.8070, loss_cls: 1.7315, loss: 1.7315, grad_norm: 5.4607 2021-03-14 04:30:26,828 - mmaction - INFO - Epoch [28][340/1253] lr: 7.500e-03, eta: 19:25:40, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5802, top5_acc: 0.7987, loss_cls: 1.7850, loss: 1.7850, grad_norm: 5.4464 2021-03-14 04:30:38,973 - mmaction - INFO - Epoch [28][360/1253] lr: 7.500e-03, eta: 19:25:16, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6036, top5_acc: 0.8070, loss_cls: 1.7310, loss: 1.7310, grad_norm: 5.3352 2021-03-14 04:30:51,232 - mmaction - INFO - Epoch [28][380/1253] lr: 7.500e-03, eta: 19:24:52, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6146, top5_acc: 0.8146, loss_cls: 1.6439, loss: 1.6439, grad_norm: 5.1448 2021-03-14 04:31:03,490 - mmaction - INFO - Epoch [28][400/1253] lr: 7.500e-03, eta: 19:24:28, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6091, top5_acc: 0.8094, loss_cls: 1.6855, loss: 1.6855, grad_norm: 5.3276 2021-03-14 04:31:15,757 - mmaction - INFO - Epoch [28][420/1253] lr: 7.500e-03, eta: 19:24:05, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5875, top5_acc: 0.8005, loss_cls: 1.7379, loss: 1.7379, grad_norm: 5.3257 2021-03-14 04:31:28,021 - mmaction - INFO - Epoch [28][440/1253] lr: 7.500e-03, eta: 19:23:41, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6049, top5_acc: 0.8076, loss_cls: 1.7007, loss: 1.7007, grad_norm: 5.2999 2021-03-14 04:31:40,402 - mmaction - INFO - Epoch [28][460/1253] lr: 7.500e-03, eta: 19:23:18, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.5961, top5_acc: 0.8216, loss_cls: 1.6905, loss: 1.6905, grad_norm: 5.2738 2021-03-14 04:31:52,673 - mmaction - INFO - Epoch [28][480/1253] lr: 7.500e-03, eta: 19:22:55, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6029, top5_acc: 0.8141, loss_cls: 1.6721, loss: 1.6721, grad_norm: 5.2927 2021-03-14 04:32:04,988 - mmaction - INFO - Epoch [28][500/1253] lr: 7.500e-03, eta: 19:22:31, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5943, top5_acc: 0.8073, loss_cls: 1.7167, loss: 1.7167, grad_norm: 5.3061 2021-03-14 04:32:17,273 - mmaction - INFO - Epoch [28][520/1253] lr: 7.500e-03, eta: 19:22:08, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5964, top5_acc: 0.8206, loss_cls: 1.6837, loss: 1.6837, grad_norm: 5.3033 2021-03-14 04:32:29,529 - mmaction - INFO - Epoch [28][540/1253] lr: 7.500e-03, eta: 19:21:45, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5826, top5_acc: 0.8112, loss_cls: 1.7223, loss: 1.7223, grad_norm: 5.4112 2021-03-14 04:32:41,789 - mmaction - INFO - Epoch [28][560/1253] lr: 7.500e-03, eta: 19:21:21, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5867, top5_acc: 0.7990, loss_cls: 1.7499, loss: 1.7499, grad_norm: 5.5423 2021-03-14 04:32:54,068 - mmaction - INFO - Epoch [28][580/1253] lr: 7.500e-03, eta: 19:20:58, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5969, top5_acc: 0.8148, loss_cls: 1.6960, loss: 1.6960, grad_norm: 5.3355 2021-03-14 04:33:06,361 - mmaction - INFO - Epoch [28][600/1253] lr: 7.500e-03, eta: 19:20:34, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5883, top5_acc: 0.8031, loss_cls: 1.7397, loss: 1.7397, grad_norm: 5.3691 2021-03-14 04:33:18,688 - mmaction - INFO - Epoch [28][620/1253] lr: 7.500e-03, eta: 19:20:11, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5880, top5_acc: 0.7945, loss_cls: 1.7649, loss: 1.7649, grad_norm: 5.4252 2021-03-14 04:33:30,859 - mmaction - INFO - Epoch [28][640/1253] lr: 7.500e-03, eta: 19:19:48, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.5992, top5_acc: 0.8117, loss_cls: 1.6820, loss: 1.6820, grad_norm: 5.2771 2021-03-14 04:33:43,058 - mmaction - INFO - Epoch [28][660/1253] lr: 7.500e-03, eta: 19:19:24, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6099, top5_acc: 0.8120, loss_cls: 1.6788, loss: 1.6788, grad_norm: 5.2671 2021-03-14 04:33:55,351 - mmaction - INFO - Epoch [28][680/1253] lr: 7.500e-03, eta: 19:19:01, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5977, top5_acc: 0.7984, loss_cls: 1.7500, loss: 1.7500, grad_norm: 5.3889 2021-03-14 04:34:07,590 - mmaction - INFO - Epoch [28][700/1253] lr: 7.500e-03, eta: 19:18:37, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5961, top5_acc: 0.8083, loss_cls: 1.7273, loss: 1.7273, grad_norm: 5.4307 2021-03-14 04:34:19,823 - mmaction - INFO - Epoch [28][720/1253] lr: 7.500e-03, eta: 19:18:14, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5891, top5_acc: 0.8034, loss_cls: 1.7458, loss: 1.7458, grad_norm: 5.4512 2021-03-14 04:34:32,124 - mmaction - INFO - Epoch [28][740/1253] lr: 7.500e-03, eta: 19:17:51, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5831, top5_acc: 0.8052, loss_cls: 1.7982, loss: 1.7982, grad_norm: 5.6151 2021-03-14 04:34:44,366 - mmaction - INFO - Epoch [28][760/1253] lr: 7.500e-03, eta: 19:17:27, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6023, top5_acc: 0.8034, loss_cls: 1.7267, loss: 1.7267, grad_norm: 5.3487 2021-03-14 04:34:56,689 - mmaction - INFO - Epoch [28][780/1253] lr: 7.500e-03, eta: 19:17:04, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5872, top5_acc: 0.7909, loss_cls: 1.7605, loss: 1.7605, grad_norm: 5.2594 2021-03-14 04:35:08,902 - mmaction - INFO - Epoch [28][800/1253] lr: 7.500e-03, eta: 19:16:41, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5836, top5_acc: 0.8018, loss_cls: 1.7932, loss: 1.7932, grad_norm: 5.4156 2021-03-14 04:35:21,204 - mmaction - INFO - Epoch [28][820/1253] lr: 7.500e-03, eta: 19:16:17, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5839, top5_acc: 0.8018, loss_cls: 1.7607, loss: 1.7607, grad_norm: 5.3964 2021-03-14 04:35:33,430 - mmaction - INFO - Epoch [28][840/1253] lr: 7.500e-03, eta: 19:15:54, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5747, top5_acc: 0.7880, loss_cls: 1.7945, loss: 1.7945, grad_norm: 5.4333 2021-03-14 04:35:45,793 - mmaction - INFO - Epoch [28][860/1253] lr: 7.500e-03, eta: 19:15:31, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5896, top5_acc: 0.8115, loss_cls: 1.7207, loss: 1.7207, grad_norm: 5.4467 2021-03-14 04:35:58,072 - mmaction - INFO - Epoch [28][880/1253] lr: 7.500e-03, eta: 19:15:08, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5776, top5_acc: 0.8049, loss_cls: 1.7639, loss: 1.7639, grad_norm: 5.5028 2021-03-14 04:36:10,328 - mmaction - INFO - Epoch [28][900/1253] lr: 7.500e-03, eta: 19:14:45, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5885, top5_acc: 0.8010, loss_cls: 1.7561, loss: 1.7561, grad_norm: 5.4103 2021-03-14 04:36:22,581 - mmaction - INFO - Epoch [28][920/1253] lr: 7.500e-03, eta: 19:14:21, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5836, top5_acc: 0.7987, loss_cls: 1.7426, loss: 1.7426, grad_norm: 5.4023 2021-03-14 04:36:34,830 - mmaction - INFO - Epoch [28][940/1253] lr: 7.500e-03, eta: 19:13:58, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5935, top5_acc: 0.7971, loss_cls: 1.7480, loss: 1.7480, grad_norm: 5.3296 2021-03-14 04:36:47,042 - mmaction - INFO - Epoch [28][960/1253] lr: 7.500e-03, eta: 19:13:35, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.5826, top5_acc: 0.7992, loss_cls: 1.7515, loss: 1.7515, grad_norm: 5.3368 2021-03-14 04:36:59,331 - mmaction - INFO - Epoch [28][980/1253] lr: 7.500e-03, eta: 19:13:12, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5789, top5_acc: 0.7977, loss_cls: 1.7871, loss: 1.7871, grad_norm: 5.4692 2021-03-14 04:37:11,543 - mmaction - INFO - Epoch [28][1000/1253] lr: 7.500e-03, eta: 19:12:48, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.5906, top5_acc: 0.7977, loss_cls: 1.7506, loss: 1.7506, grad_norm: 5.2806 2021-03-14 04:37:23,696 - mmaction - INFO - Epoch [28][1020/1253] lr: 7.500e-03, eta: 19:12:25, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6036, top5_acc: 0.8047, loss_cls: 1.7013, loss: 1.7013, grad_norm: 5.3551 2021-03-14 04:37:36,015 - mmaction - INFO - Epoch [28][1040/1253] lr: 7.500e-03, eta: 19:12:02, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5841, top5_acc: 0.8010, loss_cls: 1.7653, loss: 1.7653, grad_norm: 5.5107 2021-03-14 04:37:48,333 - mmaction - INFO - Epoch [28][1060/1253] lr: 7.500e-03, eta: 19:11:39, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5828, top5_acc: 0.7937, loss_cls: 1.7875, loss: 1.7875, grad_norm: 5.3221 2021-03-14 04:38:00,547 - mmaction - INFO - Epoch [28][1080/1253] lr: 7.500e-03, eta: 19:11:16, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5857, top5_acc: 0.7982, loss_cls: 1.7780, loss: 1.7780, grad_norm: 5.3622 2021-03-14 04:38:12,746 - mmaction - INFO - Epoch [28][1100/1253] lr: 7.500e-03, eta: 19:10:53, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5914, top5_acc: 0.8057, loss_cls: 1.7517, loss: 1.7517, grad_norm: 5.3932 2021-03-14 04:38:24,968 - mmaction - INFO - Epoch [28][1120/1253] lr: 7.500e-03, eta: 19:10:29, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6000, top5_acc: 0.8047, loss_cls: 1.7416, loss: 1.7416, grad_norm: 5.3507 2021-03-14 04:38:37,123 - mmaction - INFO - Epoch [28][1140/1253] lr: 7.500e-03, eta: 19:10:06, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.5930, top5_acc: 0.8076, loss_cls: 1.7150, loss: 1.7150, grad_norm: 5.3205 2021-03-14 04:38:49,325 - mmaction - INFO - Epoch [28][1160/1253] lr: 7.500e-03, eta: 19:09:43, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5849, top5_acc: 0.8029, loss_cls: 1.7577, loss: 1.7577, grad_norm: 5.4743 2021-03-14 04:39:01,546 - mmaction - INFO - Epoch [28][1180/1253] lr: 7.500e-03, eta: 19:09:20, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5969, top5_acc: 0.7969, loss_cls: 1.7489, loss: 1.7489, grad_norm: 5.3415 2021-03-14 04:39:13,833 - mmaction - INFO - Epoch [28][1200/1253] lr: 7.500e-03, eta: 19:08:57, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5779, top5_acc: 0.7997, loss_cls: 1.7893, loss: 1.7893, grad_norm: 5.3871 2021-03-14 04:39:26,037 - mmaction - INFO - Epoch [28][1220/1253] lr: 7.500e-03, eta: 19:08:34, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5924, top5_acc: 0.7974, loss_cls: 1.7471, loss: 1.7471, grad_norm: 5.3046 2021-03-14 04:39:38,156 - mmaction - INFO - Epoch [28][1240/1253] lr: 7.500e-03, eta: 19:08:10, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.5865, top5_acc: 0.8029, loss_cls: 1.7447, loss: 1.7447, grad_norm: 5.4017 2021-03-14 04:43:34,506 - mmaction - INFO - Epoch [29][20/1253] lr: 7.500e-03, eta: 19:16:23, time: 11.336, data_time: 10.713, memory: 8809, top1_acc: 0.6068, top5_acc: 0.8266, loss_cls: 1.6199, loss: 1.6199, grad_norm: 5.2849 2021-03-14 04:43:46,743 - mmaction - INFO - Epoch [29][40/1253] lr: 7.500e-03, eta: 19:15:59, time: 0.612, data_time: 0.004, memory: 8809, top1_acc: 0.6029, top5_acc: 0.8122, loss_cls: 1.6665, loss: 1.6665, grad_norm: 5.1542 2021-03-14 04:43:59,027 - mmaction - INFO - Epoch [29][60/1253] lr: 7.500e-03, eta: 19:15:36, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5958, top5_acc: 0.8156, loss_cls: 1.6881, loss: 1.6881, grad_norm: 5.2625 2021-03-14 04:44:11,266 - mmaction - INFO - Epoch [29][80/1253] lr: 7.500e-03, eta: 19:15:13, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6047, top5_acc: 0.8102, loss_cls: 1.6649, loss: 1.6649, grad_norm: 5.2501 2021-03-14 04:44:23,410 - mmaction - INFO - Epoch [29][100/1253] lr: 7.500e-03, eta: 19:14:49, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.5953, top5_acc: 0.8107, loss_cls: 1.6916, loss: 1.6916, grad_norm: 5.3103 2021-03-14 04:44:35,645 - mmaction - INFO - Epoch [29][120/1253] lr: 7.500e-03, eta: 19:14:25, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6049, top5_acc: 0.8151, loss_cls: 1.6777, loss: 1.6777, grad_norm: 5.2995 2021-03-14 04:44:47,936 - mmaction - INFO - Epoch [29][140/1253] lr: 7.500e-03, eta: 19:14:02, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5909, top5_acc: 0.8063, loss_cls: 1.7414, loss: 1.7414, grad_norm: 5.3779 2021-03-14 04:45:00,126 - mmaction - INFO - Epoch [29][160/1253] lr: 7.500e-03, eta: 19:13:39, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.6047, top5_acc: 0.8221, loss_cls: 1.6535, loss: 1.6535, grad_norm: 5.3251 2021-03-14 04:45:12,364 - mmaction - INFO - Epoch [29][180/1253] lr: 7.500e-03, eta: 19:13:15, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5883, top5_acc: 0.8081, loss_cls: 1.7038, loss: 1.7038, grad_norm: 5.3896 2021-03-14 04:45:24,645 - mmaction - INFO - Epoch [29][200/1253] lr: 7.500e-03, eta: 19:12:52, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5953, top5_acc: 0.8057, loss_cls: 1.7080, loss: 1.7080, grad_norm: 5.3522 2021-03-14 04:45:36,832 - mmaction - INFO - Epoch [29][220/1253] lr: 7.500e-03, eta: 19:12:29, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6078, top5_acc: 0.8276, loss_cls: 1.6391, loss: 1.6391, grad_norm: 5.3523 2021-03-14 04:45:49,020 - mmaction - INFO - Epoch [29][240/1253] lr: 7.500e-03, eta: 19:12:05, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5891, top5_acc: 0.8010, loss_cls: 1.7304, loss: 1.7304, grad_norm: 5.4106 2021-03-14 04:46:01,223 - mmaction - INFO - Epoch [29][260/1253] lr: 7.500e-03, eta: 19:11:42, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5911, top5_acc: 0.8021, loss_cls: 1.7667, loss: 1.7667, grad_norm: 5.4533 2021-03-14 04:46:13,544 - mmaction - INFO - Epoch [29][280/1253] lr: 7.500e-03, eta: 19:11:19, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6031, top5_acc: 0.8091, loss_cls: 1.7057, loss: 1.7057, grad_norm: 5.4312 2021-03-14 04:46:25,758 - mmaction - INFO - Epoch [29][300/1253] lr: 7.500e-03, eta: 19:10:55, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5904, top5_acc: 0.8042, loss_cls: 1.7423, loss: 1.7423, grad_norm: 5.3842 2021-03-14 04:46:38,057 - mmaction - INFO - Epoch [29][320/1253] lr: 7.500e-03, eta: 19:10:32, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5880, top5_acc: 0.8138, loss_cls: 1.7133, loss: 1.7133, grad_norm: 5.3998 2021-03-14 04:46:50,371 - mmaction - INFO - Epoch [29][340/1253] lr: 7.500e-03, eta: 19:10:09, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5974, top5_acc: 0.8021, loss_cls: 1.7380, loss: 1.7380, grad_norm: 5.3828 2021-03-14 04:47:02,668 - mmaction - INFO - Epoch [29][360/1253] lr: 7.500e-03, eta: 19:09:46, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5833, top5_acc: 0.8070, loss_cls: 1.7427, loss: 1.7427, grad_norm: 5.3857 2021-03-14 04:47:15,090 - mmaction - INFO - Epoch [29][380/1253] lr: 7.500e-03, eta: 19:09:23, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.5982, top5_acc: 0.8112, loss_cls: 1.6799, loss: 1.6799, grad_norm: 5.2913 2021-03-14 04:47:27,299 - mmaction - INFO - Epoch [29][400/1253] lr: 7.500e-03, eta: 19:09:00, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5924, top5_acc: 0.7943, loss_cls: 1.7714, loss: 1.7714, grad_norm: 5.4714 2021-03-14 04:47:39,616 - mmaction - INFO - Epoch [29][420/1253] lr: 7.500e-03, eta: 19:08:37, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5979, top5_acc: 0.8135, loss_cls: 1.6775, loss: 1.6775, grad_norm: 5.3577 2021-03-14 04:47:51,852 - mmaction - INFO - Epoch [29][440/1253] lr: 7.500e-03, eta: 19:08:14, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5953, top5_acc: 0.8086, loss_cls: 1.7125, loss: 1.7125, grad_norm: 5.3339 2021-03-14 04:48:04,186 - mmaction - INFO - Epoch [29][460/1253] lr: 7.500e-03, eta: 19:07:51, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6060, top5_acc: 0.8133, loss_cls: 1.7079, loss: 1.7079, grad_norm: 5.3828 2021-03-14 04:48:16,488 - mmaction - INFO - Epoch [29][480/1253] lr: 7.500e-03, eta: 19:07:28, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6013, top5_acc: 0.8089, loss_cls: 1.6769, loss: 1.6769, grad_norm: 5.3244 2021-03-14 04:48:28,872 - mmaction - INFO - Epoch [29][500/1253] lr: 7.500e-03, eta: 19:07:05, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.5865, top5_acc: 0.8198, loss_cls: 1.7077, loss: 1.7077, grad_norm: 5.3397 2021-03-14 04:48:41,194 - mmaction - INFO - Epoch [29][520/1253] lr: 7.500e-03, eta: 19:06:42, time: 0.616, data_time: 0.004, memory: 8809, top1_acc: 0.5956, top5_acc: 0.8049, loss_cls: 1.7154, loss: 1.7154, grad_norm: 5.3301 2021-03-14 04:48:53,349 - mmaction - INFO - Epoch [29][540/1253] lr: 7.500e-03, eta: 19:06:18, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.5885, top5_acc: 0.8120, loss_cls: 1.6913, loss: 1.6913, grad_norm: 5.3243 2021-03-14 04:49:05,634 - mmaction - INFO - Epoch [29][560/1253] lr: 7.500e-03, eta: 19:05:55, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5956, top5_acc: 0.8031, loss_cls: 1.7432, loss: 1.7432, grad_norm: 5.4199 2021-03-14 04:49:17,879 - mmaction - INFO - Epoch [29][580/1253] lr: 7.500e-03, eta: 19:05:32, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5893, top5_acc: 0.8083, loss_cls: 1.7299, loss: 1.7299, grad_norm: 5.4131 2021-03-14 04:49:30,045 - mmaction - INFO - Epoch [29][600/1253] lr: 7.500e-03, eta: 19:05:09, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5984, top5_acc: 0.8039, loss_cls: 1.7219, loss: 1.7219, grad_norm: 5.3875 2021-03-14 04:49:42,202 - mmaction - INFO - Epoch [29][620/1253] lr: 7.500e-03, eta: 19:04:46, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.6065, top5_acc: 0.8229, loss_cls: 1.6479, loss: 1.6479, grad_norm: 5.2552 2021-03-14 04:49:54,500 - mmaction - INFO - Epoch [29][640/1253] lr: 7.500e-03, eta: 19:04:23, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6096, top5_acc: 0.8148, loss_cls: 1.6957, loss: 1.6957, grad_norm: 5.2993 2021-03-14 04:50:06,708 - mmaction - INFO - Epoch [29][660/1253] lr: 7.500e-03, eta: 19:04:00, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5940, top5_acc: 0.8089, loss_cls: 1.7125, loss: 1.7125, grad_norm: 5.5104 2021-03-14 04:50:18,985 - mmaction - INFO - Epoch [29][680/1253] lr: 7.500e-03, eta: 19:03:37, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5961, top5_acc: 0.8107, loss_cls: 1.7017, loss: 1.7017, grad_norm: 5.3239 2021-03-14 04:50:31,291 - mmaction - INFO - Epoch [29][700/1253] lr: 7.500e-03, eta: 19:03:14, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5852, top5_acc: 0.8039, loss_cls: 1.7770, loss: 1.7770, grad_norm: 5.4026 2021-03-14 04:50:43,657 - mmaction - INFO - Epoch [29][720/1253] lr: 7.500e-03, eta: 19:02:51, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6062, top5_acc: 0.8107, loss_cls: 1.6871, loss: 1.6871, grad_norm: 5.3018 2021-03-14 04:50:56,006 - mmaction - INFO - Epoch [29][740/1253] lr: 7.500e-03, eta: 19:02:28, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5979, top5_acc: 0.8089, loss_cls: 1.7237, loss: 1.7237, grad_norm: 5.2306 2021-03-14 04:51:08,230 - mmaction - INFO - Epoch [29][760/1253] lr: 7.500e-03, eta: 19:02:05, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6010, top5_acc: 0.8117, loss_cls: 1.6792, loss: 1.6792, grad_norm: 5.2846 2021-03-14 04:51:20,452 - mmaction - INFO - Epoch [29][780/1253] lr: 7.500e-03, eta: 19:01:42, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6018, top5_acc: 0.8112, loss_cls: 1.6877, loss: 1.6877, grad_norm: 5.3991 2021-03-14 04:51:32,772 - mmaction - INFO - Epoch [29][800/1253] lr: 7.500e-03, eta: 19:01:19, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5982, top5_acc: 0.8026, loss_cls: 1.7440, loss: 1.7440, grad_norm: 5.3797 2021-03-14 04:51:45,096 - mmaction - INFO - Epoch [29][820/1253] lr: 7.500e-03, eta: 19:00:57, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6029, top5_acc: 0.8187, loss_cls: 1.6878, loss: 1.6878, grad_norm: 5.3933 2021-03-14 04:51:57,493 - mmaction - INFO - Epoch [29][840/1253] lr: 7.500e-03, eta: 19:00:34, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.5951, top5_acc: 0.8143, loss_cls: 1.7236, loss: 1.7236, grad_norm: 5.4577 2021-03-14 04:52:09,635 - mmaction - INFO - Epoch [29][860/1253] lr: 7.500e-03, eta: 19:00:11, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.5818, top5_acc: 0.8120, loss_cls: 1.7340, loss: 1.7340, grad_norm: 5.4142 2021-03-14 04:52:21,897 - mmaction - INFO - Epoch [29][880/1253] lr: 7.500e-03, eta: 18:59:48, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5810, top5_acc: 0.7948, loss_cls: 1.7716, loss: 1.7716, grad_norm: 5.4480 2021-03-14 04:52:34,260 - mmaction - INFO - Epoch [29][900/1253] lr: 7.500e-03, eta: 18:59:25, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.5888, top5_acc: 0.8000, loss_cls: 1.7592, loss: 1.7592, grad_norm: 5.4714 2021-03-14 04:52:46,496 - mmaction - INFO - Epoch [29][920/1253] lr: 7.500e-03, eta: 18:59:02, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5901, top5_acc: 0.8026, loss_cls: 1.7587, loss: 1.7587, grad_norm: 5.3119 2021-03-14 04:52:58,709 - mmaction - INFO - Epoch [29][940/1253] lr: 7.500e-03, eta: 18:58:39, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5802, top5_acc: 0.7901, loss_cls: 1.8010, loss: 1.8010, grad_norm: 5.4826 2021-03-14 04:53:11,024 - mmaction - INFO - Epoch [29][960/1253] lr: 7.500e-03, eta: 18:58:17, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6005, top5_acc: 0.8096, loss_cls: 1.7006, loss: 1.7006, grad_norm: 5.2854 2021-03-14 04:53:23,211 - mmaction - INFO - Epoch [29][980/1253] lr: 7.500e-03, eta: 18:57:54, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.6031, top5_acc: 0.8133, loss_cls: 1.7086, loss: 1.7086, grad_norm: 5.3280 2021-03-14 04:53:35,507 - mmaction - INFO - Epoch [29][1000/1253] lr: 7.500e-03, eta: 18:57:31, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5961, top5_acc: 0.8091, loss_cls: 1.7134, loss: 1.7134, grad_norm: 5.2862 2021-03-14 04:53:47,692 - mmaction - INFO - Epoch [29][1020/1253] lr: 7.500e-03, eta: 18:57:08, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5951, top5_acc: 0.8070, loss_cls: 1.7238, loss: 1.7238, grad_norm: 5.3855 2021-03-14 04:54:00,105 - mmaction - INFO - Epoch [29][1040/1253] lr: 7.500e-03, eta: 18:56:46, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.5802, top5_acc: 0.8016, loss_cls: 1.7646, loss: 1.7646, grad_norm: 5.4561 2021-03-14 04:54:12,422 - mmaction - INFO - Epoch [29][1060/1253] lr: 7.500e-03, eta: 18:56:23, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6003, top5_acc: 0.8172, loss_cls: 1.6699, loss: 1.6699, grad_norm: 5.3471 2021-03-14 04:54:24,685 - mmaction - INFO - Epoch [29][1080/1253] lr: 7.500e-03, eta: 18:56:00, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6000, top5_acc: 0.8104, loss_cls: 1.7194, loss: 1.7194, grad_norm: 5.3046 2021-03-14 04:54:37,030 - mmaction - INFO - Epoch [29][1100/1253] lr: 7.500e-03, eta: 18:55:37, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5846, top5_acc: 0.7997, loss_cls: 1.7372, loss: 1.7372, grad_norm: 5.4118 2021-03-14 04:54:49,431 - mmaction - INFO - Epoch [29][1120/1253] lr: 7.500e-03, eta: 18:55:15, time: 0.622, data_time: 0.003, memory: 8809, top1_acc: 0.5953, top5_acc: 0.8117, loss_cls: 1.7148, loss: 1.7148, grad_norm: 5.4380 2021-03-14 04:55:01,744 - mmaction - INFO - Epoch [29][1140/1253] lr: 7.500e-03, eta: 18:54:52, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5961, top5_acc: 0.8039, loss_cls: 1.6978, loss: 1.6978, grad_norm: 5.3167 2021-03-14 04:55:13,998 - mmaction - INFO - Epoch [29][1160/1253] lr: 7.500e-03, eta: 18:54:30, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6005, top5_acc: 0.8161, loss_cls: 1.6907, loss: 1.6907, grad_norm: 5.3759 2021-03-14 04:55:26,181 - mmaction - INFO - Epoch [29][1180/1253] lr: 7.500e-03, eta: 18:54:07, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.5927, top5_acc: 0.7958, loss_cls: 1.7372, loss: 1.7372, grad_norm: 5.3668 2021-03-14 04:55:38,466 - mmaction - INFO - Epoch [29][1200/1253] lr: 7.500e-03, eta: 18:53:44, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5805, top5_acc: 0.8000, loss_cls: 1.8112, loss: 1.8112, grad_norm: 5.3884 2021-03-14 04:55:50,873 - mmaction - INFO - Epoch [29][1220/1253] lr: 7.500e-03, eta: 18:53:22, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.5911, top5_acc: 0.8094, loss_cls: 1.6989, loss: 1.6989, grad_norm: 5.3418 2021-03-14 04:56:03,128 - mmaction - INFO - Epoch [29][1240/1253] lr: 7.500e-03, eta: 18:52:59, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5880, top5_acc: 0.8104, loss_cls: 1.7575, loss: 1.7575, grad_norm: 5.3392 2021-03-14 04:59:39,219 - mmaction - INFO - Epoch [30][20/1253] lr: 7.500e-03, eta: 18:59:57, time: 10.317, data_time: 9.643, memory: 8809, top1_acc: 0.5940, top5_acc: 0.8042, loss_cls: 1.7504, loss: 1.7504, grad_norm: 5.4070 2021-03-14 04:59:51,460 - mmaction - INFO - Epoch [30][40/1253] lr: 7.500e-03, eta: 18:59:34, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5898, top5_acc: 0.8026, loss_cls: 1.7570, loss: 1.7570, grad_norm: 5.3760 2021-03-14 05:00:03,662 - mmaction - INFO - Epoch [30][60/1253] lr: 7.500e-03, eta: 18:59:11, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6109, top5_acc: 0.8135, loss_cls: 1.6668, loss: 1.6668, grad_norm: 5.1523 2021-03-14 05:00:15,857 - mmaction - INFO - Epoch [30][80/1253] lr: 7.500e-03, eta: 18:58:48, time: 0.611, data_time: 0.004, memory: 8809, top1_acc: 0.6135, top5_acc: 0.8182, loss_cls: 1.6694, loss: 1.6694, grad_norm: 5.3434 2021-03-14 05:00:28,217 - mmaction - INFO - Epoch [30][100/1253] lr: 7.500e-03, eta: 18:58:25, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5930, top5_acc: 0.8044, loss_cls: 1.7097, loss: 1.7097, grad_norm: 5.2851 2021-03-14 05:00:40,443 - mmaction - INFO - Epoch [30][120/1253] lr: 7.500e-03, eta: 18:58:02, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6117, top5_acc: 0.8206, loss_cls: 1.6593, loss: 1.6593, grad_norm: 5.2821 2021-03-14 05:00:52,939 - mmaction - INFO - Epoch [30][140/1253] lr: 7.500e-03, eta: 18:57:40, time: 0.624, data_time: 0.011, memory: 8809, top1_acc: 0.6023, top5_acc: 0.8104, loss_cls: 1.6751, loss: 1.6751, grad_norm: 5.1827 2021-03-14 05:01:05,192 - mmaction - INFO - Epoch [30][160/1253] lr: 7.500e-03, eta: 18:57:17, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6068, top5_acc: 0.8161, loss_cls: 1.6772, loss: 1.6772, grad_norm: 5.3056 2021-03-14 05:01:17,434 - mmaction - INFO - Epoch [30][180/1253] lr: 7.500e-03, eta: 18:56:54, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6023, top5_acc: 0.8182, loss_cls: 1.6723, loss: 1.6723, grad_norm: 5.3364 2021-03-14 05:01:29,776 - mmaction - INFO - Epoch [30][200/1253] lr: 7.500e-03, eta: 18:56:31, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5997, top5_acc: 0.8164, loss_cls: 1.6519, loss: 1.6519, grad_norm: 5.3605 2021-03-14 05:01:41,975 - mmaction - INFO - Epoch [30][220/1253] lr: 7.500e-03, eta: 18:56:08, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6055, top5_acc: 0.8120, loss_cls: 1.6770, loss: 1.6770, grad_norm: 5.3073 2021-03-14 05:01:54,203 - mmaction - INFO - Epoch [30][240/1253] lr: 7.500e-03, eta: 18:55:45, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6021, top5_acc: 0.8161, loss_cls: 1.6654, loss: 1.6654, grad_norm: 5.3327 2021-03-14 05:02:06,508 - mmaction - INFO - Epoch [30][260/1253] lr: 7.500e-03, eta: 18:55:22, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6099, top5_acc: 0.8174, loss_cls: 1.6630, loss: 1.6630, grad_norm: 5.2619 2021-03-14 05:02:18,725 - mmaction - INFO - Epoch [30][280/1253] lr: 7.500e-03, eta: 18:54:59, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5945, top5_acc: 0.8044, loss_cls: 1.6960, loss: 1.6960, grad_norm: 5.3995 2021-03-14 05:02:31,015 - mmaction - INFO - Epoch [30][300/1253] lr: 7.500e-03, eta: 18:54:36, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5896, top5_acc: 0.8089, loss_cls: 1.7119, loss: 1.7119, grad_norm: 5.3587 2021-03-14 05:02:43,282 - mmaction - INFO - Epoch [30][320/1253] lr: 7.500e-03, eta: 18:54:14, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6023, top5_acc: 0.8081, loss_cls: 1.7186, loss: 1.7186, grad_norm: 5.3710 2021-03-14 05:02:55,698 - mmaction - INFO - Epoch [30][340/1253] lr: 7.500e-03, eta: 18:53:51, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6073, top5_acc: 0.8167, loss_cls: 1.6755, loss: 1.6755, grad_norm: 5.3804 2021-03-14 05:03:08,017 - mmaction - INFO - Epoch [30][360/1253] lr: 7.500e-03, eta: 18:53:28, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6086, top5_acc: 0.8102, loss_cls: 1.6505, loss: 1.6505, grad_norm: 5.2219 2021-03-14 05:03:20,273 - mmaction - INFO - Epoch [30][380/1253] lr: 7.500e-03, eta: 18:53:06, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6005, top5_acc: 0.7997, loss_cls: 1.7181, loss: 1.7181, grad_norm: 5.3707 2021-03-14 05:03:32,655 - mmaction - INFO - Epoch [30][400/1253] lr: 7.500e-03, eta: 18:52:43, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6062, top5_acc: 0.8044, loss_cls: 1.7067, loss: 1.7067, grad_norm: 5.3368 2021-03-14 05:03:44,974 - mmaction - INFO - Epoch [30][420/1253] lr: 7.500e-03, eta: 18:52:20, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5966, top5_acc: 0.8070, loss_cls: 1.6947, loss: 1.6947, grad_norm: 5.3901 2021-03-14 05:03:57,201 - mmaction - INFO - Epoch [30][440/1253] lr: 7.500e-03, eta: 18:51:58, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6036, top5_acc: 0.8260, loss_cls: 1.6496, loss: 1.6496, grad_norm: 5.2904 2021-03-14 05:04:09,490 - mmaction - INFO - Epoch [30][460/1253] lr: 7.500e-03, eta: 18:51:35, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6005, top5_acc: 0.8096, loss_cls: 1.6944, loss: 1.6944, grad_norm: 5.3746 2021-03-14 05:04:21,636 - mmaction - INFO - Epoch [30][480/1253] lr: 7.500e-03, eta: 18:51:12, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6062, top5_acc: 0.8240, loss_cls: 1.6450, loss: 1.6450, grad_norm: 5.3280 2021-03-14 05:04:33,944 - mmaction - INFO - Epoch [30][500/1253] lr: 7.500e-03, eta: 18:50:49, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6052, top5_acc: 0.8159, loss_cls: 1.6613, loss: 1.6613, grad_norm: 5.3250 2021-03-14 05:04:46,372 - mmaction - INFO - Epoch [30][520/1253] lr: 7.500e-03, eta: 18:50:27, time: 0.621, data_time: 0.003, memory: 8809, top1_acc: 0.5979, top5_acc: 0.8065, loss_cls: 1.6919, loss: 1.6919, grad_norm: 5.3495 2021-03-14 05:04:58,696 - mmaction - INFO - Epoch [30][540/1253] lr: 7.500e-03, eta: 18:50:04, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6042, top5_acc: 0.8135, loss_cls: 1.6961, loss: 1.6961, grad_norm: 5.3001 2021-03-14 05:05:11,008 - mmaction - INFO - Epoch [30][560/1253] lr: 7.500e-03, eta: 18:49:42, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6005, top5_acc: 0.8094, loss_cls: 1.7128, loss: 1.7128, grad_norm: 5.3564 2021-03-14 05:05:23,386 - mmaction - INFO - Epoch [30][580/1253] lr: 7.500e-03, eta: 18:49:19, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6010, top5_acc: 0.8253, loss_cls: 1.6654, loss: 1.6654, grad_norm: 5.3565 2021-03-14 05:05:35,761 - mmaction - INFO - Epoch [30][600/1253] lr: 7.500e-03, eta: 18:48:57, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6138, top5_acc: 0.8227, loss_cls: 1.5943, loss: 1.5943, grad_norm: 5.2402 2021-03-14 05:05:48,103 - mmaction - INFO - Epoch [30][620/1253] lr: 7.500e-03, eta: 18:48:35, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5802, top5_acc: 0.8063, loss_cls: 1.7425, loss: 1.7425, grad_norm: 5.4113 2021-03-14 05:06:00,420 - mmaction - INFO - Epoch [30][640/1253] lr: 7.500e-03, eta: 18:48:12, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6091, top5_acc: 0.8122, loss_cls: 1.6847, loss: 1.6847, grad_norm: 5.3918 2021-03-14 05:06:12,765 - mmaction - INFO - Epoch [30][660/1253] lr: 7.500e-03, eta: 18:47:50, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5966, top5_acc: 0.8141, loss_cls: 1.6983, loss: 1.6983, grad_norm: 5.3288 2021-03-14 05:06:25,020 - mmaction - INFO - Epoch [30][680/1253] lr: 7.500e-03, eta: 18:47:27, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5846, top5_acc: 0.8193, loss_cls: 1.7119, loss: 1.7119, grad_norm: 5.3521 2021-03-14 05:06:37,213 - mmaction - INFO - Epoch [30][700/1253] lr: 7.500e-03, eta: 18:47:04, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6008, top5_acc: 0.8068, loss_cls: 1.6974, loss: 1.6974, grad_norm: 5.3540 2021-03-14 05:06:49,373 - mmaction - INFO - Epoch [30][720/1253] lr: 7.500e-03, eta: 18:46:41, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5854, top5_acc: 0.8068, loss_cls: 1.7108, loss: 1.7108, grad_norm: 5.3774 2021-03-14 05:07:01,721 - mmaction - INFO - Epoch [30][740/1253] lr: 7.500e-03, eta: 18:46:19, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.5938, top5_acc: 0.8104, loss_cls: 1.7335, loss: 1.7335, grad_norm: 5.4560 2021-03-14 05:07:13,957 - mmaction - INFO - Epoch [30][760/1253] lr: 7.500e-03, eta: 18:45:56, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5945, top5_acc: 0.8099, loss_cls: 1.7146, loss: 1.7146, grad_norm: 5.3411 2021-03-14 05:07:26,212 - mmaction - INFO - Epoch [30][780/1253] lr: 7.500e-03, eta: 18:45:34, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6068, top5_acc: 0.8055, loss_cls: 1.6908, loss: 1.6908, grad_norm: 5.3080 2021-03-14 05:07:38,463 - mmaction - INFO - Epoch [30][800/1253] lr: 7.500e-03, eta: 18:45:11, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6062, top5_acc: 0.8198, loss_cls: 1.6742, loss: 1.6742, grad_norm: 5.3493 2021-03-14 05:07:50,748 - mmaction - INFO - Epoch [30][820/1253] lr: 7.500e-03, eta: 18:44:48, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5945, top5_acc: 0.8115, loss_cls: 1.7102, loss: 1.7102, grad_norm: 5.3831 2021-03-14 05:08:03,130 - mmaction - INFO - Epoch [30][840/1253] lr: 7.500e-03, eta: 18:44:26, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.5964, top5_acc: 0.8089, loss_cls: 1.6851, loss: 1.6851, grad_norm: 5.3516 2021-03-14 05:08:15,454 - mmaction - INFO - Epoch [30][860/1253] lr: 7.500e-03, eta: 18:44:04, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5938, top5_acc: 0.7984, loss_cls: 1.7318, loss: 1.7318, grad_norm: 5.4058 2021-03-14 05:08:27,687 - mmaction - INFO - Epoch [30][880/1253] lr: 7.500e-03, eta: 18:43:41, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6029, top5_acc: 0.8177, loss_cls: 1.6626, loss: 1.6626, grad_norm: 5.3750 2021-03-14 05:08:39,975 - mmaction - INFO - Epoch [30][900/1253] lr: 7.500e-03, eta: 18:43:19, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5893, top5_acc: 0.8034, loss_cls: 1.7243, loss: 1.7243, grad_norm: 5.4174 2021-03-14 05:08:52,179 - mmaction - INFO - Epoch [30][920/1253] lr: 7.500e-03, eta: 18:42:56, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5862, top5_acc: 0.8005, loss_cls: 1.7392, loss: 1.7392, grad_norm: 5.4259 2021-03-14 05:09:04,339 - mmaction - INFO - Epoch [30][940/1253] lr: 7.500e-03, eta: 18:42:33, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.5854, top5_acc: 0.8065, loss_cls: 1.7493, loss: 1.7493, grad_norm: 5.3788 2021-03-14 05:09:16,619 - mmaction - INFO - Epoch [30][960/1253] lr: 7.500e-03, eta: 18:42:11, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6091, top5_acc: 0.8138, loss_cls: 1.6783, loss: 1.6783, grad_norm: 5.2708 2021-03-14 05:09:28,908 - mmaction - INFO - Epoch [30][980/1253] lr: 7.500e-03, eta: 18:41:49, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5914, top5_acc: 0.8154, loss_cls: 1.7035, loss: 1.7035, grad_norm: 5.3827 2021-03-14 05:09:41,046 - mmaction - INFO - Epoch [30][1000/1253] lr: 7.500e-03, eta: 18:41:26, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.5924, top5_acc: 0.7987, loss_cls: 1.7517, loss: 1.7517, grad_norm: 5.4822 2021-03-14 05:09:53,325 - mmaction - INFO - Epoch [30][1020/1253] lr: 7.500e-03, eta: 18:41:03, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6013, top5_acc: 0.8135, loss_cls: 1.6650, loss: 1.6650, grad_norm: 5.2674 2021-03-14 05:10:05,617 - mmaction - INFO - Epoch [30][1040/1253] lr: 7.500e-03, eta: 18:40:41, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5883, top5_acc: 0.8096, loss_cls: 1.7012, loss: 1.7012, grad_norm: 5.4017 2021-03-14 05:10:17,776 - mmaction - INFO - Epoch [30][1060/1253] lr: 7.500e-03, eta: 18:40:18, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5984, top5_acc: 0.8057, loss_cls: 1.7167, loss: 1.7167, grad_norm: 5.4333 2021-03-14 05:10:30,048 - mmaction - INFO - Epoch [30][1080/1253] lr: 7.500e-03, eta: 18:39:56, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5930, top5_acc: 0.8023, loss_cls: 1.7621, loss: 1.7621, grad_norm: 5.4451 2021-03-14 05:10:42,351 - mmaction - INFO - Epoch [30][1100/1253] lr: 7.500e-03, eta: 18:39:34, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5771, top5_acc: 0.7969, loss_cls: 1.7753, loss: 1.7753, grad_norm: 5.4249 2021-03-14 05:10:54,618 - mmaction - INFO - Epoch [30][1120/1253] lr: 7.500e-03, eta: 18:39:11, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5810, top5_acc: 0.8104, loss_cls: 1.7434, loss: 1.7434, grad_norm: 5.3477 2021-03-14 05:11:06,880 - mmaction - INFO - Epoch [30][1140/1253] lr: 7.500e-03, eta: 18:38:49, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6065, top5_acc: 0.8172, loss_cls: 1.6466, loss: 1.6466, grad_norm: 5.2447 2021-03-14 05:11:19,142 - mmaction - INFO - Epoch [30][1160/1253] lr: 7.500e-03, eta: 18:38:27, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6062, top5_acc: 0.8089, loss_cls: 1.6983, loss: 1.6983, grad_norm: 5.3817 2021-03-14 05:11:31,499 - mmaction - INFO - Epoch [30][1180/1253] lr: 7.500e-03, eta: 18:38:04, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5862, top5_acc: 0.8018, loss_cls: 1.7638, loss: 1.7638, grad_norm: 5.4941 2021-03-14 05:11:43,814 - mmaction - INFO - Epoch [30][1200/1253] lr: 7.500e-03, eta: 18:37:42, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5948, top5_acc: 0.8107, loss_cls: 1.7152, loss: 1.7152, grad_norm: 5.3582 2021-03-14 05:11:56,246 - mmaction - INFO - Epoch [30][1220/1253] lr: 7.500e-03, eta: 18:37:20, time: 0.622, data_time: 0.002, memory: 8809, top1_acc: 0.5951, top5_acc: 0.8039, loss_cls: 1.7469, loss: 1.7469, grad_norm: 5.2899 2021-03-14 05:12:08,444 - mmaction - INFO - Epoch [30][1240/1253] lr: 7.500e-03, eta: 18:36:58, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5885, top5_acc: 0.8057, loss_cls: 1.7379, loss: 1.7379, grad_norm: 5.3185 2021-03-14 05:12:18,075 - mmaction - INFO - Saving checkpoint at 30 epochs 2021-03-14 05:15:50,063 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-03-14 05:15:51,039 - mmaction - INFO - top1_acc 0.6477 top5_acc 0.8600 2021-03-14 05:15:51,039 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-03-14 05:15:51,078 - mmaction - INFO - mean_acc 0.6476 2021-03-14 05:15:52,281 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_30.pth. 2021-03-14 05:15:52,281 - mmaction - INFO - Best top1_acc is 0.6477 at 30 epoch. 2021-03-14 05:15:52,289 - mmaction - INFO - Epoch(val) [30][1253] top1_acc: 0.6477, top5_acc: 0.8600, mean_class_accuracy: 0.6476 2021-03-14 05:19:16,705 - mmaction - INFO - Epoch [31][20/1253] lr: 7.500e-03, eta: 18:43:30, time: 10.220, data_time: 9.572, memory: 8809, top1_acc: 0.6062, top5_acc: 0.8164, loss_cls: 1.6475, loss: 1.6475, grad_norm: 5.2099 2021-03-14 05:19:29,001 - mmaction - INFO - Epoch [31][40/1253] lr: 7.500e-03, eta: 18:43:08, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6099, top5_acc: 0.8185, loss_cls: 1.6428, loss: 1.6428, grad_norm: 5.2571 2021-03-14 05:19:41,245 - mmaction - INFO - Epoch [31][60/1253] lr: 7.500e-03, eta: 18:42:45, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6010, top5_acc: 0.8117, loss_cls: 1.6906, loss: 1.6906, grad_norm: 5.3286 2021-03-14 05:19:53,543 - mmaction - INFO - Epoch [31][80/1253] lr: 7.500e-03, eta: 18:42:23, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6055, top5_acc: 0.8089, loss_cls: 1.7099, loss: 1.7099, grad_norm: 5.3527 2021-03-14 05:20:05,732 - mmaction - INFO - Epoch [31][100/1253] lr: 7.500e-03, eta: 18:42:00, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.5927, top5_acc: 0.8036, loss_cls: 1.7364, loss: 1.7364, grad_norm: 5.3694 2021-03-14 05:20:17,954 - mmaction - INFO - Epoch [31][120/1253] lr: 7.500e-03, eta: 18:41:37, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6068, top5_acc: 0.8122, loss_cls: 1.6727, loss: 1.6727, grad_norm: 5.2909 2021-03-14 05:20:30,043 - mmaction - INFO - Epoch [31][140/1253] lr: 7.500e-03, eta: 18:41:14, time: 0.604, data_time: 0.001, memory: 8809, top1_acc: 0.6031, top5_acc: 0.8141, loss_cls: 1.6603, loss: 1.6603, grad_norm: 5.3670 2021-03-14 05:20:42,218 - mmaction - INFO - Epoch [31][160/1253] lr: 7.500e-03, eta: 18:40:51, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6102, top5_acc: 0.8169, loss_cls: 1.6367, loss: 1.6367, grad_norm: 5.2653 2021-03-14 05:20:54,492 - mmaction - INFO - Epoch [31][180/1253] lr: 7.500e-03, eta: 18:40:29, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5951, top5_acc: 0.8063, loss_cls: 1.7011, loss: 1.7011, grad_norm: 5.3141 2021-03-14 05:21:06,780 - mmaction - INFO - Epoch [31][200/1253] lr: 7.500e-03, eta: 18:40:06, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5906, top5_acc: 0.8122, loss_cls: 1.7155, loss: 1.7155, grad_norm: 5.4222 2021-03-14 05:21:19,046 - mmaction - INFO - Epoch [31][220/1253] lr: 7.500e-03, eta: 18:39:44, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5956, top5_acc: 0.8169, loss_cls: 1.6921, loss: 1.6921, grad_norm: 5.3592 2021-03-14 05:21:31,319 - mmaction - INFO - Epoch [31][240/1253] lr: 7.500e-03, eta: 18:39:21, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6245, top5_acc: 0.8266, loss_cls: 1.5857, loss: 1.5857, grad_norm: 5.2073 2021-03-14 05:21:43,590 - mmaction - INFO - Epoch [31][260/1253] lr: 7.500e-03, eta: 18:38:59, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6042, top5_acc: 0.8185, loss_cls: 1.6625, loss: 1.6625, grad_norm: 5.2475 2021-03-14 05:21:55,761 - mmaction - INFO - Epoch [31][280/1253] lr: 7.500e-03, eta: 18:38:36, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.5945, top5_acc: 0.8099, loss_cls: 1.7251, loss: 1.7251, grad_norm: 5.3701 2021-03-14 05:22:08,083 - mmaction - INFO - Epoch [31][300/1253] lr: 7.500e-03, eta: 18:38:14, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5997, top5_acc: 0.8143, loss_cls: 1.6644, loss: 1.6644, grad_norm: 5.3134 2021-03-14 05:22:20,312 - mmaction - INFO - Epoch [31][320/1253] lr: 7.500e-03, eta: 18:37:51, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6128, top5_acc: 0.8219, loss_cls: 1.6189, loss: 1.6189, grad_norm: 5.2440 2021-03-14 05:22:32,621 - mmaction - INFO - Epoch [31][340/1253] lr: 7.500e-03, eta: 18:37:29, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5951, top5_acc: 0.8109, loss_cls: 1.6615, loss: 1.6615, grad_norm: 5.2591 2021-03-14 05:22:44,872 - mmaction - INFO - Epoch [31][360/1253] lr: 7.500e-03, eta: 18:37:06, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5979, top5_acc: 0.8187, loss_cls: 1.6650, loss: 1.6650, grad_norm: 5.3280 2021-03-14 05:22:57,204 - mmaction - INFO - Epoch [31][380/1253] lr: 7.500e-03, eta: 18:36:44, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5922, top5_acc: 0.8128, loss_cls: 1.6862, loss: 1.6862, grad_norm: 5.3200 2021-03-14 05:23:09,407 - mmaction - INFO - Epoch [31][400/1253] lr: 7.500e-03, eta: 18:36:22, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6010, top5_acc: 0.8109, loss_cls: 1.6895, loss: 1.6895, grad_norm: 5.4411 2021-03-14 05:23:21,622 - mmaction - INFO - Epoch [31][420/1253] lr: 7.500e-03, eta: 18:35:59, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5927, top5_acc: 0.8096, loss_cls: 1.7183, loss: 1.7183, grad_norm: 5.3969 2021-03-14 05:23:33,897 - mmaction - INFO - Epoch [31][440/1253] lr: 7.500e-03, eta: 18:35:37, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6190, top5_acc: 0.8234, loss_cls: 1.6086, loss: 1.6086, grad_norm: 5.2552 2021-03-14 05:23:46,115 - mmaction - INFO - Epoch [31][460/1253] lr: 7.500e-03, eta: 18:35:14, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6094, top5_acc: 0.8076, loss_cls: 1.7000, loss: 1.7000, grad_norm: 5.3129 2021-03-14 05:23:58,468 - mmaction - INFO - Epoch [31][480/1253] lr: 7.500e-03, eta: 18:34:52, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5951, top5_acc: 0.8109, loss_cls: 1.7163, loss: 1.7163, grad_norm: 5.4278 2021-03-14 05:24:10,730 - mmaction - INFO - Epoch [31][500/1253] lr: 7.500e-03, eta: 18:34:30, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6018, top5_acc: 0.8164, loss_cls: 1.6533, loss: 1.6533, grad_norm: 5.2476 2021-03-14 05:24:22,974 - mmaction - INFO - Epoch [31][520/1253] lr: 7.500e-03, eta: 18:34:07, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6109, top5_acc: 0.8169, loss_cls: 1.6439, loss: 1.6439, grad_norm: 5.3126 2021-03-14 05:24:35,115 - mmaction - INFO - Epoch [31][540/1253] lr: 7.500e-03, eta: 18:33:45, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.6026, top5_acc: 0.8151, loss_cls: 1.6917, loss: 1.6917, grad_norm: 5.3324 2021-03-14 05:24:47,359 - mmaction - INFO - Epoch [31][560/1253] lr: 7.500e-03, eta: 18:33:22, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6086, top5_acc: 0.8089, loss_cls: 1.6559, loss: 1.6559, grad_norm: 5.3490 2021-03-14 05:24:59,578 - mmaction - INFO - Epoch [31][580/1253] lr: 7.500e-03, eta: 18:33:00, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6031, top5_acc: 0.8138, loss_cls: 1.6924, loss: 1.6924, grad_norm: 5.3397 2021-03-14 05:25:11,762 - mmaction - INFO - Epoch [31][600/1253] lr: 7.500e-03, eta: 18:32:37, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6060, top5_acc: 0.8086, loss_cls: 1.6742, loss: 1.6742, grad_norm: 5.3344 2021-03-14 05:25:24,051 - mmaction - INFO - Epoch [31][620/1253] lr: 7.500e-03, eta: 18:32:15, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6070, top5_acc: 0.8159, loss_cls: 1.6881, loss: 1.6881, grad_norm: 5.4068 2021-03-14 05:25:36,225 - mmaction - INFO - Epoch [31][640/1253] lr: 7.500e-03, eta: 18:31:53, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6052, top5_acc: 0.8141, loss_cls: 1.6641, loss: 1.6641, grad_norm: 5.4291 2021-03-14 05:25:48,542 - mmaction - INFO - Epoch [31][660/1253] lr: 7.500e-03, eta: 18:31:30, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6042, top5_acc: 0.8143, loss_cls: 1.6759, loss: 1.6759, grad_norm: 5.3226 2021-03-14 05:26:00,753 - mmaction - INFO - Epoch [31][680/1253] lr: 7.500e-03, eta: 18:31:08, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6044, top5_acc: 0.8156, loss_cls: 1.6544, loss: 1.6544, grad_norm: 5.3276 2021-03-14 05:26:13,014 - mmaction - INFO - Epoch [31][700/1253] lr: 7.500e-03, eta: 18:30:46, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6013, top5_acc: 0.8154, loss_cls: 1.6772, loss: 1.6772, grad_norm: 5.3570 2021-03-14 05:26:25,239 - mmaction - INFO - Epoch [31][720/1253] lr: 7.500e-03, eta: 18:30:23, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5997, top5_acc: 0.8177, loss_cls: 1.6753, loss: 1.6753, grad_norm: 5.4087 2021-03-14 05:26:37,457 - mmaction - INFO - Epoch [31][740/1253] lr: 7.500e-03, eta: 18:30:01, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6031, top5_acc: 0.8091, loss_cls: 1.7029, loss: 1.7029, grad_norm: 5.3694 2021-03-14 05:26:49,721 - mmaction - INFO - Epoch [31][760/1253] lr: 7.500e-03, eta: 18:29:39, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6042, top5_acc: 0.8083, loss_cls: 1.7041, loss: 1.7041, grad_norm: 5.3362 2021-03-14 05:27:02,084 - mmaction - INFO - Epoch [31][780/1253] lr: 7.500e-03, eta: 18:29:17, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6047, top5_acc: 0.8180, loss_cls: 1.6541, loss: 1.6541, grad_norm: 5.3501 2021-03-14 05:27:14,369 - mmaction - INFO - Epoch [31][800/1253] lr: 7.500e-03, eta: 18:28:55, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6005, top5_acc: 0.8029, loss_cls: 1.6963, loss: 1.6963, grad_norm: 5.3989 2021-03-14 05:27:26,644 - mmaction - INFO - Epoch [31][820/1253] lr: 7.500e-03, eta: 18:28:32, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5979, top5_acc: 0.8107, loss_cls: 1.6809, loss: 1.6809, grad_norm: 5.3358 2021-03-14 05:27:38,850 - mmaction - INFO - Epoch [31][840/1253] lr: 7.500e-03, eta: 18:28:10, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5974, top5_acc: 0.8125, loss_cls: 1.7014, loss: 1.7014, grad_norm: 5.4427 2021-03-14 05:27:51,175 - mmaction - INFO - Epoch [31][860/1253] lr: 7.500e-03, eta: 18:27:48, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5880, top5_acc: 0.8141, loss_cls: 1.7212, loss: 1.7212, grad_norm: 5.4452 2021-03-14 05:28:03,326 - mmaction - INFO - Epoch [31][880/1253] lr: 7.500e-03, eta: 18:27:26, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.5904, top5_acc: 0.8159, loss_cls: 1.6707, loss: 1.6707, grad_norm: 5.2756 2021-03-14 05:28:15,491 - mmaction - INFO - Epoch [31][900/1253] lr: 7.500e-03, eta: 18:27:03, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5865, top5_acc: 0.8073, loss_cls: 1.7510, loss: 1.7510, grad_norm: 5.4968 2021-03-14 05:28:27,770 - mmaction - INFO - Epoch [31][920/1253] lr: 7.500e-03, eta: 18:26:41, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5826, top5_acc: 0.8156, loss_cls: 1.7115, loss: 1.7115, grad_norm: 5.3816 2021-03-14 05:28:40,077 - mmaction - INFO - Epoch [31][940/1253] lr: 7.500e-03, eta: 18:26:19, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6021, top5_acc: 0.8089, loss_cls: 1.7087, loss: 1.7087, grad_norm: 5.4317 2021-03-14 05:28:52,394 - mmaction - INFO - Epoch [31][960/1253] lr: 7.500e-03, eta: 18:25:57, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5943, top5_acc: 0.8091, loss_cls: 1.7043, loss: 1.7043, grad_norm: 5.4244 2021-03-14 05:29:04,641 - mmaction - INFO - Epoch [31][980/1253] lr: 7.500e-03, eta: 18:25:35, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5977, top5_acc: 0.8112, loss_cls: 1.6763, loss: 1.6763, grad_norm: 5.4203 2021-03-14 05:29:16,869 - mmaction - INFO - Epoch [31][1000/1253] lr: 7.500e-03, eta: 18:25:13, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6078, top5_acc: 0.8172, loss_cls: 1.6793, loss: 1.6793, grad_norm: 5.3776 2021-03-14 05:29:29,081 - mmaction - INFO - Epoch [31][1020/1253] lr: 7.500e-03, eta: 18:24:50, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6042, top5_acc: 0.8102, loss_cls: 1.6845, loss: 1.6845, grad_norm: 5.3418 2021-03-14 05:29:41,290 - mmaction - INFO - Epoch [31][1040/1253] lr: 7.500e-03, eta: 18:24:28, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.5961, top5_acc: 0.8135, loss_cls: 1.7188, loss: 1.7188, grad_norm: 5.4694 2021-03-14 05:29:53,552 - mmaction - INFO - Epoch [31][1060/1253] lr: 7.500e-03, eta: 18:24:06, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6026, top5_acc: 0.8154, loss_cls: 1.6931, loss: 1.6931, grad_norm: 5.4076 2021-03-14 05:30:05,766 - mmaction - INFO - Epoch [31][1080/1253] lr: 7.500e-03, eta: 18:23:44, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6107, top5_acc: 0.8187, loss_cls: 1.6440, loss: 1.6440, grad_norm: 5.3811 2021-03-14 05:30:18,103 - mmaction - INFO - Epoch [31][1100/1253] lr: 7.500e-03, eta: 18:23:22, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.5979, top5_acc: 0.8055, loss_cls: 1.7518, loss: 1.7518, grad_norm: 5.4009 2021-03-14 05:30:30,290 - mmaction - INFO - Epoch [31][1120/1253] lr: 7.500e-03, eta: 18:23:00, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6026, top5_acc: 0.8107, loss_cls: 1.7021, loss: 1.7021, grad_norm: 5.3335 2021-03-14 05:30:42,470 - mmaction - INFO - Epoch [31][1140/1253] lr: 7.500e-03, eta: 18:22:38, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.5854, top5_acc: 0.7969, loss_cls: 1.7953, loss: 1.7953, grad_norm: 5.4410 2021-03-14 05:30:54,771 - mmaction - INFO - Epoch [31][1160/1253] lr: 7.500e-03, eta: 18:22:16, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5984, top5_acc: 0.8073, loss_cls: 1.6965, loss: 1.6965, grad_norm: 5.3640 2021-03-14 05:31:06,984 - mmaction - INFO - Epoch [31][1180/1253] lr: 7.500e-03, eta: 18:21:54, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5932, top5_acc: 0.8021, loss_cls: 1.7157, loss: 1.7157, grad_norm: 5.4307 2021-03-14 05:31:19,191 - mmaction - INFO - Epoch [31][1200/1253] lr: 7.500e-03, eta: 18:21:31, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.5966, top5_acc: 0.8096, loss_cls: 1.6788, loss: 1.6788, grad_norm: 5.3798 2021-03-14 05:31:31,461 - mmaction - INFO - Epoch [31][1220/1253] lr: 7.500e-03, eta: 18:21:09, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6057, top5_acc: 0.8070, loss_cls: 1.6986, loss: 1.6986, grad_norm: 5.3332 2021-03-14 05:31:43,824 - mmaction - INFO - Epoch [31][1240/1253] lr: 7.500e-03, eta: 18:20:48, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.5995, top5_acc: 0.8167, loss_cls: 1.6723, loss: 1.6723, grad_norm: 5.2598 2021-03-14 05:35:20,486 - mmaction - INFO - Epoch [32][20/1253] lr: 7.500e-03, eta: 18:27:07, time: 10.353, data_time: 9.745, memory: 8809, top1_acc: 0.6031, top5_acc: 0.8122, loss_cls: 1.6684, loss: 1.6684, grad_norm: 5.3480 2021-03-14 05:35:32,628 - mmaction - INFO - Epoch [32][40/1253] lr: 7.500e-03, eta: 18:26:44, time: 0.607, data_time: 0.003, memory: 8809, top1_acc: 0.5948, top5_acc: 0.8102, loss_cls: 1.6761, loss: 1.6761, grad_norm: 5.3807 2021-03-14 05:35:44,902 - mmaction - INFO - Epoch [32][60/1253] lr: 7.500e-03, eta: 18:26:22, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5979, top5_acc: 0.8104, loss_cls: 1.6933, loss: 1.6933, grad_norm: 5.3231 2021-03-14 05:35:57,114 - mmaction - INFO - Epoch [32][80/1253] lr: 7.500e-03, eta: 18:26:00, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6078, top5_acc: 0.8167, loss_cls: 1.6602, loss: 1.6602, grad_norm: 5.2719 2021-03-14 05:36:09,266 - mmaction - INFO - Epoch [32][100/1253] lr: 7.500e-03, eta: 18:25:37, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.6125, top5_acc: 0.8271, loss_cls: 1.6065, loss: 1.6065, grad_norm: 5.2378 2021-03-14 05:36:21,459 - mmaction - INFO - Epoch [32][120/1253] lr: 7.500e-03, eta: 18:25:15, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6065, top5_acc: 0.8120, loss_cls: 1.6630, loss: 1.6630, grad_norm: 5.3052 2021-03-14 05:36:33,579 - mmaction - INFO - Epoch [32][140/1253] lr: 7.500e-03, eta: 18:24:52, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.6029, top5_acc: 0.8115, loss_cls: 1.6716, loss: 1.6716, grad_norm: 5.3019 2021-03-14 05:36:45,873 - mmaction - INFO - Epoch [32][160/1253] lr: 7.500e-03, eta: 18:24:30, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6068, top5_acc: 0.8133, loss_cls: 1.6628, loss: 1.6628, grad_norm: 5.2687 2021-03-14 05:36:58,123 - mmaction - INFO - Epoch [32][180/1253] lr: 7.500e-03, eta: 18:24:08, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6039, top5_acc: 0.8154, loss_cls: 1.6469, loss: 1.6469, grad_norm: 5.2784 2021-03-14 05:37:10,328 - mmaction - INFO - Epoch [32][200/1253] lr: 7.500e-03, eta: 18:23:46, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.5964, top5_acc: 0.8096, loss_cls: 1.7113, loss: 1.7113, grad_norm: 5.3509 2021-03-14 05:37:22,497 - mmaction - INFO - Epoch [32][220/1253] lr: 7.500e-03, eta: 18:23:23, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.5995, top5_acc: 0.8049, loss_cls: 1.7096, loss: 1.7096, grad_norm: 5.4197 2021-03-14 05:37:34,611 - mmaction - INFO - Epoch [32][240/1253] lr: 7.500e-03, eta: 18:23:01, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.5987, top5_acc: 0.8167, loss_cls: 1.6855, loss: 1.6855, grad_norm: 5.3794 2021-03-14 05:37:46,798 - mmaction - INFO - Epoch [32][260/1253] lr: 7.500e-03, eta: 18:22:38, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.6091, top5_acc: 0.8180, loss_cls: 1.6461, loss: 1.6461, grad_norm: 5.3961 2021-03-14 05:37:59,129 - mmaction - INFO - Epoch [32][280/1253] lr: 7.500e-03, eta: 18:22:16, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6034, top5_acc: 0.8104, loss_cls: 1.6859, loss: 1.6859, grad_norm: 5.4184 2021-03-14 05:38:11,361 - mmaction - INFO - Epoch [32][300/1253] lr: 7.500e-03, eta: 18:21:54, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5964, top5_acc: 0.8177, loss_cls: 1.6632, loss: 1.6632, grad_norm: 5.3150 2021-03-14 05:38:23,513 - mmaction - INFO - Epoch [32][320/1253] lr: 7.500e-03, eta: 18:21:32, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.5966, top5_acc: 0.8052, loss_cls: 1.6987, loss: 1.6987, grad_norm: 5.3710 2021-03-14 05:38:35,906 - mmaction - INFO - Epoch [32][340/1253] lr: 7.500e-03, eta: 18:21:10, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.5924, top5_acc: 0.8039, loss_cls: 1.7383, loss: 1.7383, grad_norm: 5.4337 2021-03-14 05:38:48,208 - mmaction - INFO - Epoch [32][360/1253] lr: 7.500e-03, eta: 18:20:48, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6089, top5_acc: 0.8193, loss_cls: 1.6807, loss: 1.6807, grad_norm: 5.3142 2021-03-14 05:39:00,460 - mmaction - INFO - Epoch [32][380/1253] lr: 7.500e-03, eta: 18:20:26, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5891, top5_acc: 0.8112, loss_cls: 1.7081, loss: 1.7081, grad_norm: 5.4866 2021-03-14 05:39:12,631 - mmaction - INFO - Epoch [32][400/1253] lr: 7.500e-03, eta: 18:20:04, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6172, top5_acc: 0.8370, loss_cls: 1.5760, loss: 1.5760, grad_norm: 5.3181 2021-03-14 05:39:24,836 - mmaction - INFO - Epoch [32][420/1253] lr: 7.500e-03, eta: 18:19:41, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6013, top5_acc: 0.8195, loss_cls: 1.6675, loss: 1.6675, grad_norm: 5.3612 2021-03-14 05:39:37,027 - mmaction - INFO - Epoch [32][440/1253] lr: 7.500e-03, eta: 18:19:19, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6052, top5_acc: 0.8151, loss_cls: 1.6897, loss: 1.6897, grad_norm: 5.4316 2021-03-14 05:39:49,299 - mmaction - INFO - Epoch [32][460/1253] lr: 7.500e-03, eta: 18:18:57, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.6018, top5_acc: 0.8049, loss_cls: 1.6917, loss: 1.6917, grad_norm: 5.3151 2021-03-14 05:40:01,546 - mmaction - INFO - Epoch [32][480/1253] lr: 7.500e-03, eta: 18:18:35, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5997, top5_acc: 0.8138, loss_cls: 1.6684, loss: 1.6684, grad_norm: 5.2921 2021-03-14 05:40:13,784 - mmaction - INFO - Epoch [32][500/1253] lr: 7.500e-03, eta: 18:18:13, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6049, top5_acc: 0.8253, loss_cls: 1.6522, loss: 1.6522, grad_norm: 5.3201 2021-03-14 05:40:25,910 - mmaction - INFO - Epoch [32][520/1253] lr: 7.500e-03, eta: 18:17:51, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.5987, top5_acc: 0.8063, loss_cls: 1.7327, loss: 1.7327, grad_norm: 5.3765 2021-03-14 05:40:38,160 - mmaction - INFO - Epoch [32][540/1253] lr: 7.500e-03, eta: 18:17:29, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6060, top5_acc: 0.8120, loss_cls: 1.6645, loss: 1.6645, grad_norm: 5.3559 2021-03-14 05:40:50,343 - mmaction - INFO - Epoch [32][560/1253] lr: 7.500e-03, eta: 18:17:06, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.6060, top5_acc: 0.8224, loss_cls: 1.6504, loss: 1.6504, grad_norm: 5.2870 2021-03-14 05:41:02,486 - mmaction - INFO - Epoch [32][580/1253] lr: 7.500e-03, eta: 18:16:44, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.5971, top5_acc: 0.8109, loss_cls: 1.7168, loss: 1.7168, grad_norm: 5.4168 2021-03-14 05:41:14,707 - mmaction - INFO - Epoch [32][600/1253] lr: 7.500e-03, eta: 18:16:22, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5826, top5_acc: 0.8117, loss_cls: 1.7498, loss: 1.7498, grad_norm: 5.5716 2021-03-14 05:41:26,898 - mmaction - INFO - Epoch [32][620/1253] lr: 7.500e-03, eta: 18:16:00, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6076, top5_acc: 0.8133, loss_cls: 1.6696, loss: 1.6696, grad_norm: 5.3093 2021-03-14 05:41:39,185 - mmaction - INFO - Epoch [32][640/1253] lr: 7.500e-03, eta: 18:15:38, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6042, top5_acc: 0.8143, loss_cls: 1.6476, loss: 1.6476, grad_norm: 5.2057 2021-03-14 05:41:51,388 - mmaction - INFO - Epoch [32][660/1253] lr: 7.500e-03, eta: 18:15:16, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.5945, top5_acc: 0.8117, loss_cls: 1.6848, loss: 1.6848, grad_norm: 5.3326 2021-03-14 05:42:03,524 - mmaction - INFO - Epoch [32][680/1253] lr: 7.500e-03, eta: 18:14:54, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6021, top5_acc: 0.8122, loss_cls: 1.6851, loss: 1.6851, grad_norm: 5.2634 2021-03-14 05:42:15,780 - mmaction - INFO - Epoch [32][700/1253] lr: 7.500e-03, eta: 18:14:32, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5995, top5_acc: 0.8133, loss_cls: 1.6909, loss: 1.6909, grad_norm: 5.3553 2021-03-14 05:42:28,056 - mmaction - INFO - Epoch [32][720/1253] lr: 7.500e-03, eta: 18:14:10, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5997, top5_acc: 0.8120, loss_cls: 1.6797, loss: 1.6797, grad_norm: 5.3459 2021-03-14 05:42:40,339 - mmaction - INFO - Epoch [32][740/1253] lr: 7.500e-03, eta: 18:13:48, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5979, top5_acc: 0.8159, loss_cls: 1.6943, loss: 1.6943, grad_norm: 5.4424 2021-03-14 05:42:52,542 - mmaction - INFO - Epoch [32][760/1253] lr: 7.500e-03, eta: 18:13:26, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6099, top5_acc: 0.8201, loss_cls: 1.6713, loss: 1.6713, grad_norm: 5.2765 2021-03-14 05:43:04,644 - mmaction - INFO - Epoch [32][780/1253] lr: 7.500e-03, eta: 18:13:04, time: 0.605, data_time: 0.001, memory: 8809, top1_acc: 0.5930, top5_acc: 0.8099, loss_cls: 1.6944, loss: 1.6944, grad_norm: 5.2637 2021-03-14 05:43:16,809 - mmaction - INFO - Epoch [32][800/1253] lr: 7.500e-03, eta: 18:12:41, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6107, top5_acc: 0.8117, loss_cls: 1.6619, loss: 1.6619, grad_norm: 5.2949 2021-03-14 05:43:29,119 - mmaction - INFO - Epoch [32][820/1253] lr: 7.500e-03, eta: 18:12:20, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6055, top5_acc: 0.8109, loss_cls: 1.6869, loss: 1.6869, grad_norm: 5.3441 2021-03-14 05:43:41,415 - mmaction - INFO - Epoch [32][840/1253] lr: 7.500e-03, eta: 18:11:58, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6107, top5_acc: 0.8164, loss_cls: 1.6461, loss: 1.6461, grad_norm: 5.3437 2021-03-14 05:43:53,565 - mmaction - INFO - Epoch [32][860/1253] lr: 7.500e-03, eta: 18:11:36, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.6078, top5_acc: 0.8135, loss_cls: 1.6617, loss: 1.6617, grad_norm: 5.3480 2021-03-14 05:44:05,845 - mmaction - INFO - Epoch [32][880/1253] lr: 7.500e-03, eta: 18:11:14, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.6065, top5_acc: 0.8159, loss_cls: 1.6601, loss: 1.6601, grad_norm: 5.3754 2021-03-14 05:44:18,124 - mmaction - INFO - Epoch [32][900/1253] lr: 7.500e-03, eta: 18:10:52, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5992, top5_acc: 0.8128, loss_cls: 1.7009, loss: 1.7009, grad_norm: 5.4384 2021-03-14 05:44:30,391 - mmaction - INFO - Epoch [32][920/1253] lr: 7.500e-03, eta: 18:10:30, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5940, top5_acc: 0.8086, loss_cls: 1.6999, loss: 1.6999, grad_norm: 5.4457 2021-03-14 05:44:42,533 - mmaction - INFO - Epoch [32][940/1253] lr: 7.500e-03, eta: 18:10:08, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6143, top5_acc: 0.8083, loss_cls: 1.6791, loss: 1.6791, grad_norm: 5.3804 2021-03-14 05:44:54,738 - mmaction - INFO - Epoch [32][960/1253] lr: 7.500e-03, eta: 18:09:46, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.5924, top5_acc: 0.8091, loss_cls: 1.7160, loss: 1.7160, grad_norm: 5.4906 2021-03-14 05:45:06,864 - mmaction - INFO - Epoch [32][980/1253] lr: 7.500e-03, eta: 18:09:24, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.5917, top5_acc: 0.8018, loss_cls: 1.7508, loss: 1.7508, grad_norm: 5.4905 2021-03-14 05:45:19,147 - mmaction - INFO - Epoch [32][1000/1253] lr: 7.500e-03, eta: 18:09:02, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5885, top5_acc: 0.8076, loss_cls: 1.7434, loss: 1.7434, grad_norm: 5.3970 2021-03-14 05:45:31,422 - mmaction - INFO - Epoch [32][1020/1253] lr: 7.500e-03, eta: 18:08:41, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6057, top5_acc: 0.8143, loss_cls: 1.6960, loss: 1.6960, grad_norm: 5.4667 2021-03-14 05:45:43,671 - mmaction - INFO - Epoch [32][1040/1253] lr: 7.500e-03, eta: 18:08:19, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5911, top5_acc: 0.8122, loss_cls: 1.7310, loss: 1.7310, grad_norm: 5.4962 2021-03-14 05:45:55,945 - mmaction - INFO - Epoch [32][1060/1253] lr: 7.500e-03, eta: 18:07:57, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6065, top5_acc: 0.8122, loss_cls: 1.6536, loss: 1.6536, grad_norm: 5.4243 2021-03-14 05:46:08,278 - mmaction - INFO - Epoch [32][1080/1253] lr: 7.500e-03, eta: 18:07:36, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5914, top5_acc: 0.8081, loss_cls: 1.7125, loss: 1.7125, grad_norm: 5.4207 2021-03-14 05:46:20,424 - mmaction - INFO - Epoch [32][1100/1253] lr: 7.500e-03, eta: 18:07:14, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.5974, top5_acc: 0.8120, loss_cls: 1.7261, loss: 1.7261, grad_norm: 5.4295 2021-03-14 05:46:32,623 - mmaction - INFO - Epoch [32][1120/1253] lr: 7.500e-03, eta: 18:06:52, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5878, top5_acc: 0.8044, loss_cls: 1.7370, loss: 1.7370, grad_norm: 5.4512 2021-03-14 05:46:44,866 - mmaction - INFO - Epoch [32][1140/1253] lr: 7.500e-03, eta: 18:06:30, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5932, top5_acc: 0.8036, loss_cls: 1.7280, loss: 1.7280, grad_norm: 5.3007 2021-03-14 05:46:57,124 - mmaction - INFO - Epoch [32][1160/1253] lr: 7.500e-03, eta: 18:06:08, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6057, top5_acc: 0.8102, loss_cls: 1.6905, loss: 1.6905, grad_norm: 5.3951 2021-03-14 05:47:09,447 - mmaction - INFO - Epoch [32][1180/1253] lr: 7.500e-03, eta: 18:05:47, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5938, top5_acc: 0.8068, loss_cls: 1.7350, loss: 1.7350, grad_norm: 5.4255 2021-03-14 05:47:21,622 - mmaction - INFO - Epoch [32][1200/1253] lr: 7.500e-03, eta: 18:05:25, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.5935, top5_acc: 0.8047, loss_cls: 1.7359, loss: 1.7359, grad_norm: 5.3595 2021-03-14 05:47:33,940 - mmaction - INFO - Epoch [32][1220/1253] lr: 7.500e-03, eta: 18:05:03, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5852, top5_acc: 0.8023, loss_cls: 1.7374, loss: 1.7374, grad_norm: 5.4391 2021-03-14 05:47:46,156 - mmaction - INFO - Epoch [32][1240/1253] lr: 7.500e-03, eta: 18:04:41, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5974, top5_acc: 0.8174, loss_cls: 1.6845, loss: 1.6845, grad_norm: 5.3766 2021-03-14 05:51:22,829 - mmaction - INFO - Epoch [33][20/1253] lr: 7.500e-03, eta: 18:10:42, time: 10.352, data_time: 9.726, memory: 8809, top1_acc: 0.6083, top5_acc: 0.8167, loss_cls: 1.6257, loss: 1.6257, grad_norm: 5.2376 2021-03-14 05:51:35,081 - mmaction - INFO - Epoch [33][40/1253] lr: 7.500e-03, eta: 18:10:20, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6263, top5_acc: 0.8172, loss_cls: 1.6016, loss: 1.6016, grad_norm: 5.1563 2021-03-14 05:51:47,294 - mmaction - INFO - Epoch [33][60/1253] lr: 7.500e-03, eta: 18:09:58, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6279, top5_acc: 0.8370, loss_cls: 1.5445, loss: 1.5445, grad_norm: 5.1383 2021-03-14 05:51:59,566 - mmaction - INFO - Epoch [33][80/1253] lr: 7.500e-03, eta: 18:09:36, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6102, top5_acc: 0.8164, loss_cls: 1.6417, loss: 1.6417, grad_norm: 5.3447 2021-03-14 05:52:11,884 - mmaction - INFO - Epoch [33][100/1253] lr: 7.500e-03, eta: 18:09:14, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6036, top5_acc: 0.8198, loss_cls: 1.6633, loss: 1.6633, grad_norm: 5.3681 2021-03-14 05:52:24,091 - mmaction - INFO - Epoch [33][120/1253] lr: 7.500e-03, eta: 18:08:53, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6115, top5_acc: 0.8211, loss_cls: 1.6434, loss: 1.6434, grad_norm: 5.3125 2021-03-14 05:52:36,162 - mmaction - INFO - Epoch [33][140/1253] lr: 7.500e-03, eta: 18:08:30, time: 0.603, data_time: 0.001, memory: 8809, top1_acc: 0.6148, top5_acc: 0.8156, loss_cls: 1.6533, loss: 1.6533, grad_norm: 5.2504 2021-03-14 05:52:48,459 - mmaction - INFO - Epoch [33][160/1253] lr: 7.500e-03, eta: 18:08:08, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6294, top5_acc: 0.8172, loss_cls: 1.6218, loss: 1.6218, grad_norm: 5.2075 2021-03-14 05:53:00,669 - mmaction - INFO - Epoch [33][180/1253] lr: 7.500e-03, eta: 18:07:46, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6068, top5_acc: 0.8096, loss_cls: 1.6937, loss: 1.6937, grad_norm: 5.4098 2021-03-14 05:53:12,974 - mmaction - INFO - Epoch [33][200/1253] lr: 7.500e-03, eta: 18:07:25, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6039, top5_acc: 0.8130, loss_cls: 1.6693, loss: 1.6693, grad_norm: 5.3356 2021-03-14 05:53:25,165 - mmaction - INFO - Epoch [33][220/1253] lr: 7.500e-03, eta: 18:07:03, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6060, top5_acc: 0.8146, loss_cls: 1.6627, loss: 1.6627, grad_norm: 5.3237 2021-03-14 05:53:37,314 - mmaction - INFO - Epoch [33][240/1253] lr: 7.500e-03, eta: 18:06:41, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.6141, top5_acc: 0.8221, loss_cls: 1.6285, loss: 1.6285, grad_norm: 5.3072 2021-03-14 05:53:49,528 - mmaction - INFO - Epoch [33][260/1253] lr: 7.500e-03, eta: 18:06:19, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6120, top5_acc: 0.8125, loss_cls: 1.6596, loss: 1.6596, grad_norm: 5.3108 2021-03-14 05:54:01,842 - mmaction - INFO - Epoch [33][280/1253] lr: 7.500e-03, eta: 18:05:57, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6005, top5_acc: 0.8185, loss_cls: 1.6812, loss: 1.6812, grad_norm: 5.3380 2021-03-14 05:54:14,083 - mmaction - INFO - Epoch [33][300/1253] lr: 7.500e-03, eta: 18:05:35, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6135, top5_acc: 0.8112, loss_cls: 1.6473, loss: 1.6473, grad_norm: 5.3376 2021-03-14 05:54:26,358 - mmaction - INFO - Epoch [33][320/1253] lr: 7.500e-03, eta: 18:05:13, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.6003, top5_acc: 0.8130, loss_cls: 1.6601, loss: 1.6601, grad_norm: 5.3353 2021-03-14 05:54:38,501 - mmaction - INFO - Epoch [33][340/1253] lr: 7.500e-03, eta: 18:04:51, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6086, top5_acc: 0.8133, loss_cls: 1.6809, loss: 1.6809, grad_norm: 5.3584 2021-03-14 05:54:50,780 - mmaction - INFO - Epoch [33][360/1253] lr: 7.500e-03, eta: 18:04:29, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6039, top5_acc: 0.8109, loss_cls: 1.6689, loss: 1.6689, grad_norm: 5.3070 2021-03-14 05:55:03,103 - mmaction - INFO - Epoch [33][380/1253] lr: 7.500e-03, eta: 18:04:08, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6096, top5_acc: 0.8159, loss_cls: 1.6440, loss: 1.6440, grad_norm: 5.2856 2021-03-14 05:55:15,303 - mmaction - INFO - Epoch [33][400/1253] lr: 7.500e-03, eta: 18:03:46, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6016, top5_acc: 0.8099, loss_cls: 1.6927, loss: 1.6927, grad_norm: 5.4553 2021-03-14 05:55:27,455 - mmaction - INFO - Epoch [33][420/1253] lr: 7.500e-03, eta: 18:03:24, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6070, top5_acc: 0.8180, loss_cls: 1.6421, loss: 1.6421, grad_norm: 5.4125 2021-03-14 05:55:39,718 - mmaction - INFO - Epoch [33][440/1253] lr: 7.500e-03, eta: 18:03:02, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6042, top5_acc: 0.8151, loss_cls: 1.6719, loss: 1.6719, grad_norm: 5.3667 2021-03-14 05:55:51,902 - mmaction - INFO - Epoch [33][460/1253] lr: 7.500e-03, eta: 18:02:40, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5997, top5_acc: 0.8185, loss_cls: 1.6656, loss: 1.6656, grad_norm: 5.4466 2021-03-14 05:56:04,121 - mmaction - INFO - Epoch [33][480/1253] lr: 7.500e-03, eta: 18:02:18, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6086, top5_acc: 0.8089, loss_cls: 1.7087, loss: 1.7087, grad_norm: 5.3513 2021-03-14 05:56:16,294 - mmaction - INFO - Epoch [33][500/1253] lr: 7.500e-03, eta: 18:01:56, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.5958, top5_acc: 0.8232, loss_cls: 1.6468, loss: 1.6468, grad_norm: 5.3371 2021-03-14 05:56:28,494 - mmaction - INFO - Epoch [33][520/1253] lr: 7.500e-03, eta: 18:01:35, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5932, top5_acc: 0.8102, loss_cls: 1.7187, loss: 1.7187, grad_norm: 5.4252 2021-03-14 05:56:40,739 - mmaction - INFO - Epoch [33][540/1253] lr: 7.500e-03, eta: 18:01:13, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6021, top5_acc: 0.8089, loss_cls: 1.7043, loss: 1.7043, grad_norm: 5.3494 2021-03-14 05:56:52,930 - mmaction - INFO - Epoch [33][560/1253] lr: 7.500e-03, eta: 18:00:51, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5987, top5_acc: 0.8039, loss_cls: 1.7038, loss: 1.7038, grad_norm: 5.3850 2021-03-14 05:57:05,064 - mmaction - INFO - Epoch [33][580/1253] lr: 7.500e-03, eta: 18:00:29, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.5982, top5_acc: 0.8089, loss_cls: 1.6833, loss: 1.6833, grad_norm: 5.3074 2021-03-14 05:57:17,235 - mmaction - INFO - Epoch [33][600/1253] lr: 7.500e-03, eta: 18:00:07, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.6065, top5_acc: 0.8234, loss_cls: 1.6320, loss: 1.6320, grad_norm: 5.3527 2021-03-14 05:57:29,361 - mmaction - INFO - Epoch [33][620/1253] lr: 7.500e-03, eta: 17:59:45, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.6047, top5_acc: 0.8161, loss_cls: 1.6704, loss: 1.6704, grad_norm: 5.3823 2021-03-14 05:57:41,514 - mmaction - INFO - Epoch [33][640/1253] lr: 7.500e-03, eta: 17:59:23, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6255, top5_acc: 0.8294, loss_cls: 1.5749, loss: 1.5749, grad_norm: 5.2961 2021-03-14 05:57:53,692 - mmaction - INFO - Epoch [33][660/1253] lr: 7.500e-03, eta: 17:59:01, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6138, top5_acc: 0.8159, loss_cls: 1.6548, loss: 1.6548, grad_norm: 5.4823 2021-03-14 05:58:05,979 - mmaction - INFO - Epoch [33][680/1253] lr: 7.500e-03, eta: 17:58:40, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6005, top5_acc: 0.8117, loss_cls: 1.7157, loss: 1.7157, grad_norm: 5.5449 2021-03-14 05:58:18,210 - mmaction - INFO - Epoch [33][700/1253] lr: 7.500e-03, eta: 17:58:18, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6138, top5_acc: 0.8195, loss_cls: 1.6461, loss: 1.6461, grad_norm: 5.3534 2021-03-14 05:58:30,371 - mmaction - INFO - Epoch [33][720/1253] lr: 7.500e-03, eta: 17:57:56, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.5930, top5_acc: 0.8096, loss_cls: 1.7176, loss: 1.7176, grad_norm: 5.4533 2021-03-14 05:58:42,675 - mmaction - INFO - Epoch [33][740/1253] lr: 7.500e-03, eta: 17:57:35, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.5987, top5_acc: 0.8203, loss_cls: 1.6707, loss: 1.6707, grad_norm: 5.3906 2021-03-14 05:58:55,045 - mmaction - INFO - Epoch [33][760/1253] lr: 7.500e-03, eta: 17:57:13, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5956, top5_acc: 0.8203, loss_cls: 1.6861, loss: 1.6861, grad_norm: 5.3761 2021-03-14 05:59:07,371 - mmaction - INFO - Epoch [33][780/1253] lr: 7.500e-03, eta: 17:56:52, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6018, top5_acc: 0.8135, loss_cls: 1.6895, loss: 1.6895, grad_norm: 5.3571 2021-03-14 05:59:19,599 - mmaction - INFO - Epoch [33][800/1253] lr: 7.500e-03, eta: 17:56:30, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5969, top5_acc: 0.8060, loss_cls: 1.7221, loss: 1.7221, grad_norm: 5.3908 2021-03-14 05:59:31,842 - mmaction - INFO - Epoch [33][820/1253] lr: 7.500e-03, eta: 17:56:09, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6029, top5_acc: 0.8167, loss_cls: 1.6570, loss: 1.6570, grad_norm: 5.4039 2021-03-14 05:59:44,198 - mmaction - INFO - Epoch [33][840/1253] lr: 7.500e-03, eta: 17:55:47, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5971, top5_acc: 0.8021, loss_cls: 1.7123, loss: 1.7123, grad_norm: 5.3659 2021-03-14 05:59:56,486 - mmaction - INFO - Epoch [33][860/1253] lr: 7.500e-03, eta: 17:55:26, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6036, top5_acc: 0.8102, loss_cls: 1.6852, loss: 1.6852, grad_norm: 5.3438 2021-03-14 06:00:08,784 - mmaction - INFO - Epoch [33][880/1253] lr: 7.500e-03, eta: 17:55:04, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6013, top5_acc: 0.8151, loss_cls: 1.7084, loss: 1.7084, grad_norm: 5.3873 2021-03-14 06:00:21,121 - mmaction - INFO - Epoch [33][900/1253] lr: 7.500e-03, eta: 17:54:43, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6055, top5_acc: 0.8169, loss_cls: 1.6601, loss: 1.6601, grad_norm: 5.3734 2021-03-14 06:00:33,910 - mmaction - INFO - Epoch [33][920/1253] lr: 7.500e-03, eta: 17:54:22, time: 0.639, data_time: 0.003, memory: 8809, top1_acc: 0.6026, top5_acc: 0.8109, loss_cls: 1.7009, loss: 1.7009, grad_norm: 5.4001 2021-03-14 06:00:46,161 - mmaction - INFO - Epoch [33][940/1253] lr: 7.500e-03, eta: 17:54:01, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5893, top5_acc: 0.8031, loss_cls: 1.7110, loss: 1.7110, grad_norm: 5.5285 2021-03-14 06:00:58,658 - mmaction - INFO - Epoch [33][960/1253] lr: 7.500e-03, eta: 17:53:40, time: 0.626, data_time: 0.002, memory: 8809, top1_acc: 0.6193, top5_acc: 0.8271, loss_cls: 1.5989, loss: 1.5989, grad_norm: 5.3389 2021-03-14 06:01:11,054 - mmaction - INFO - Epoch [33][980/1253] lr: 7.500e-03, eta: 17:53:19, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6023, top5_acc: 0.8052, loss_cls: 1.7108, loss: 1.7108, grad_norm: 5.4523 2021-03-14 06:01:23,522 - mmaction - INFO - Epoch [33][1000/1253] lr: 7.500e-03, eta: 17:52:57, time: 0.624, data_time: 0.003, memory: 8809, top1_acc: 0.6016, top5_acc: 0.8091, loss_cls: 1.6918, loss: 1.6918, grad_norm: 5.4176 2021-03-14 06:01:35,880 - mmaction - INFO - Epoch [33][1020/1253] lr: 7.500e-03, eta: 17:52:36, time: 0.619, data_time: 0.004, memory: 8809, top1_acc: 0.5948, top5_acc: 0.8042, loss_cls: 1.7250, loss: 1.7250, grad_norm: 5.5014 2021-03-14 06:01:48,104 - mmaction - INFO - Epoch [33][1040/1253] lr: 7.500e-03, eta: 17:52:15, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6104, top5_acc: 0.8208, loss_cls: 1.6578, loss: 1.6578, grad_norm: 5.3277 2021-03-14 06:02:00,475 - mmaction - INFO - Epoch [33][1060/1253] lr: 7.500e-03, eta: 17:51:53, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6109, top5_acc: 0.8164, loss_cls: 1.6433, loss: 1.6433, grad_norm: 5.2781 2021-03-14 06:02:12,750 - mmaction - INFO - Epoch [33][1080/1253] lr: 7.500e-03, eta: 17:51:32, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6005, top5_acc: 0.8099, loss_cls: 1.6948, loss: 1.6948, grad_norm: 5.4149 2021-03-14 06:02:24,983 - mmaction - INFO - Epoch [33][1100/1253] lr: 7.500e-03, eta: 17:51:10, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5984, top5_acc: 0.8148, loss_cls: 1.6590, loss: 1.6590, grad_norm: 5.3226 2021-03-14 06:02:37,364 - mmaction - INFO - Epoch [33][1120/1253] lr: 7.500e-03, eta: 17:50:49, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.5977, top5_acc: 0.8057, loss_cls: 1.7404, loss: 1.7404, grad_norm: 5.4971 2021-03-14 06:02:49,749 - mmaction - INFO - Epoch [33][1140/1253] lr: 7.500e-03, eta: 17:50:28, time: 0.619, data_time: 0.001, memory: 8809, top1_acc: 0.5922, top5_acc: 0.8102, loss_cls: 1.7072, loss: 1.7072, grad_norm: 5.4889 2021-03-14 06:03:02,014 - mmaction - INFO - Epoch [33][1160/1253] lr: 7.500e-03, eta: 17:50:07, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6120, top5_acc: 0.8281, loss_cls: 1.6247, loss: 1.6247, grad_norm: 5.3672 2021-03-14 06:03:14,292 - mmaction - INFO - Epoch [33][1180/1253] lr: 7.500e-03, eta: 17:49:45, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.5966, top5_acc: 0.8036, loss_cls: 1.7170, loss: 1.7170, grad_norm: 5.4696 2021-03-14 06:03:26,590 - mmaction - INFO - Epoch [33][1200/1253] lr: 7.500e-03, eta: 17:49:24, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6042, top5_acc: 0.8068, loss_cls: 1.7124, loss: 1.7124, grad_norm: 5.4008 2021-03-14 06:03:38,914 - mmaction - INFO - Epoch [33][1220/1253] lr: 7.500e-03, eta: 17:49:03, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5893, top5_acc: 0.8117, loss_cls: 1.7058, loss: 1.7058, grad_norm: 5.4560 2021-03-14 06:03:51,228 - mmaction - INFO - Epoch [33][1240/1253] lr: 7.500e-03, eta: 17:48:41, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5885, top5_acc: 0.8070, loss_cls: 1.7072, loss: 1.7072, grad_norm: 5.3528 2021-03-14 06:07:27,969 - mmaction - INFO - Epoch [34][20/1253] lr: 7.500e-03, eta: 17:54:25, time: 10.341, data_time: 9.707, memory: 8809, top1_acc: 0.5984, top5_acc: 0.8135, loss_cls: 1.6897, loss: 1.6897, grad_norm: 5.3280 2021-03-14 06:07:40,181 - mmaction - INFO - Epoch [34][40/1253] lr: 7.500e-03, eta: 17:54:03, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6060, top5_acc: 0.8182, loss_cls: 1.6162, loss: 1.6162, grad_norm: 5.2731 2021-03-14 06:07:52,388 - mmaction - INFO - Epoch [34][60/1253] lr: 7.500e-03, eta: 17:53:41, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6138, top5_acc: 0.8237, loss_cls: 1.6004, loss: 1.6004, grad_norm: 5.2853 2021-03-14 06:08:04,694 - mmaction - INFO - Epoch [34][80/1253] lr: 7.500e-03, eta: 17:53:20, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6141, top5_acc: 0.8240, loss_cls: 1.6236, loss: 1.6236, grad_norm: 5.3041 2021-03-14 06:08:16,828 - mmaction - INFO - Epoch [34][100/1253] lr: 7.500e-03, eta: 17:52:58, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6070, top5_acc: 0.8130, loss_cls: 1.6610, loss: 1.6610, grad_norm: 5.3665 2021-03-14 06:08:29,033 - mmaction - INFO - Epoch [34][120/1253] lr: 7.500e-03, eta: 17:52:36, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6078, top5_acc: 0.8198, loss_cls: 1.6356, loss: 1.6356, grad_norm: 5.3150 2021-03-14 06:08:41,289 - mmaction - INFO - Epoch [34][140/1253] lr: 7.500e-03, eta: 17:52:14, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6193, top5_acc: 0.8224, loss_cls: 1.6172, loss: 1.6172, grad_norm: 5.2322 2021-03-14 06:08:53,498 - mmaction - INFO - Epoch [34][160/1253] lr: 7.500e-03, eta: 17:51:53, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6143, top5_acc: 0.8185, loss_cls: 1.6195, loss: 1.6195, grad_norm: 5.2755 2021-03-14 06:09:05,851 - mmaction - INFO - Epoch [34][180/1253] lr: 7.500e-03, eta: 17:51:31, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6099, top5_acc: 0.8216, loss_cls: 1.6450, loss: 1.6450, grad_norm: 5.2844 2021-03-14 06:09:18,072 - mmaction - INFO - Epoch [34][200/1253] lr: 7.500e-03, eta: 17:51:10, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6161, top5_acc: 0.8305, loss_cls: 1.6130, loss: 1.6130, grad_norm: 5.3406 2021-03-14 06:09:30,340 - mmaction - INFO - Epoch [34][220/1253] lr: 7.500e-03, eta: 17:50:48, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6016, top5_acc: 0.8174, loss_cls: 1.6350, loss: 1.6350, grad_norm: 5.3382 2021-03-14 06:09:42,604 - mmaction - INFO - Epoch [34][240/1253] lr: 7.500e-03, eta: 17:50:26, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6182, top5_acc: 0.8263, loss_cls: 1.6023, loss: 1.6023, grad_norm: 5.2656 2021-03-14 06:09:54,967 - mmaction - INFO - Epoch [34][260/1253] lr: 7.500e-03, eta: 17:50:05, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6198, top5_acc: 0.8219, loss_cls: 1.6026, loss: 1.6026, grad_norm: 5.1982 2021-03-14 06:10:07,133 - mmaction - INFO - Epoch [34][280/1253] lr: 7.500e-03, eta: 17:49:43, time: 0.610, data_time: 0.004, memory: 8809, top1_acc: 0.6049, top5_acc: 0.8177, loss_cls: 1.6492, loss: 1.6492, grad_norm: 5.3460 2021-03-14 06:10:19,314 - mmaction - INFO - Epoch [34][300/1253] lr: 7.500e-03, eta: 17:49:22, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.6112, top5_acc: 0.8255, loss_cls: 1.6043, loss: 1.6043, grad_norm: 5.2439 2021-03-14 06:10:31,548 - mmaction - INFO - Epoch [34][320/1253] lr: 7.500e-03, eta: 17:49:00, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6143, top5_acc: 0.8250, loss_cls: 1.6183, loss: 1.6183, grad_norm: 5.3422 2021-03-14 06:10:43,788 - mmaction - INFO - Epoch [34][340/1253] lr: 7.500e-03, eta: 17:48:39, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6018, top5_acc: 0.8091, loss_cls: 1.6808, loss: 1.6808, grad_norm: 5.3417 2021-03-14 06:10:56,037 - mmaction - INFO - Epoch [34][360/1253] lr: 7.500e-03, eta: 17:48:17, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6128, top5_acc: 0.8187, loss_cls: 1.6144, loss: 1.6144, grad_norm: 5.3441 2021-03-14 06:11:08,257 - mmaction - INFO - Epoch [34][380/1253] lr: 7.500e-03, eta: 17:47:56, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.5932, top5_acc: 0.8091, loss_cls: 1.7005, loss: 1.7005, grad_norm: 5.5470 2021-03-14 06:11:20,559 - mmaction - INFO - Epoch [34][400/1253] lr: 7.500e-03, eta: 17:47:34, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6055, top5_acc: 0.8211, loss_cls: 1.6497, loss: 1.6497, grad_norm: 5.4521 2021-03-14 06:11:32,811 - mmaction - INFO - Epoch [34][420/1253] lr: 7.500e-03, eta: 17:47:13, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6068, top5_acc: 0.8117, loss_cls: 1.6714, loss: 1.6714, grad_norm: 5.3437 2021-03-14 06:11:45,022 - mmaction - INFO - Epoch [34][440/1253] lr: 7.500e-03, eta: 17:46:51, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6076, top5_acc: 0.8133, loss_cls: 1.6523, loss: 1.6523, grad_norm: 5.2990 2021-03-14 06:11:57,234 - mmaction - INFO - Epoch [34][460/1253] lr: 7.500e-03, eta: 17:46:29, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5995, top5_acc: 0.8141, loss_cls: 1.6826, loss: 1.6826, grad_norm: 5.3710 2021-03-14 06:12:09,566 - mmaction - INFO - Epoch [34][480/1253] lr: 7.500e-03, eta: 17:46:08, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6167, top5_acc: 0.8195, loss_cls: 1.6474, loss: 1.6474, grad_norm: 5.3343 2021-03-14 06:12:21,755 - mmaction - INFO - Epoch [34][500/1253] lr: 7.500e-03, eta: 17:45:47, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6070, top5_acc: 0.8232, loss_cls: 1.6187, loss: 1.6187, grad_norm: 5.2968 2021-03-14 06:12:34,025 - mmaction - INFO - Epoch [34][520/1253] lr: 7.500e-03, eta: 17:45:25, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6260, top5_acc: 0.8281, loss_cls: 1.5962, loss: 1.5962, grad_norm: 5.3259 2021-03-14 06:12:46,379 - mmaction - INFO - Epoch [34][540/1253] lr: 7.500e-03, eta: 17:45:04, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5922, top5_acc: 0.8000, loss_cls: 1.7416, loss: 1.7416, grad_norm: 5.3848 2021-03-14 06:12:58,710 - mmaction - INFO - Epoch [34][560/1253] lr: 7.500e-03, eta: 17:44:43, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.6094, top5_acc: 0.8167, loss_cls: 1.6389, loss: 1.6389, grad_norm: 5.4402 2021-03-14 06:13:10,920 - mmaction - INFO - Epoch [34][580/1253] lr: 7.500e-03, eta: 17:44:21, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5938, top5_acc: 0.8138, loss_cls: 1.6933, loss: 1.6933, grad_norm: 5.4959 2021-03-14 06:13:23,220 - mmaction - INFO - Epoch [34][600/1253] lr: 7.500e-03, eta: 17:44:00, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.5964, top5_acc: 0.8177, loss_cls: 1.6970, loss: 1.6970, grad_norm: 5.4349 2021-03-14 06:13:35,500 - mmaction - INFO - Epoch [34][620/1253] lr: 7.500e-03, eta: 17:43:38, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6068, top5_acc: 0.8182, loss_cls: 1.6662, loss: 1.6662, grad_norm: 5.4444 2021-03-14 06:13:47,758 - mmaction - INFO - Epoch [34][640/1253] lr: 7.500e-03, eta: 17:43:17, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5961, top5_acc: 0.8117, loss_cls: 1.6685, loss: 1.6685, grad_norm: 5.4000 2021-03-14 06:13:59,895 - mmaction - INFO - Epoch [34][660/1253] lr: 7.500e-03, eta: 17:42:55, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.5995, top5_acc: 0.7995, loss_cls: 1.7416, loss: 1.7416, grad_norm: 5.4809 2021-03-14 06:14:12,162 - mmaction - INFO - Epoch [34][680/1253] lr: 7.500e-03, eta: 17:42:34, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5997, top5_acc: 0.8102, loss_cls: 1.6791, loss: 1.6791, grad_norm: 5.4026 2021-03-14 06:14:24,353 - mmaction - INFO - Epoch [34][700/1253] lr: 7.500e-03, eta: 17:42:13, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6016, top5_acc: 0.8125, loss_cls: 1.6711, loss: 1.6711, grad_norm: 5.4162 2021-03-14 06:14:36,657 - mmaction - INFO - Epoch [34][720/1253] lr: 7.500e-03, eta: 17:41:51, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.5917, top5_acc: 0.8023, loss_cls: 1.7289, loss: 1.7289, grad_norm: 5.6461 2021-03-14 06:14:49,024 - mmaction - INFO - Epoch [34][740/1253] lr: 7.500e-03, eta: 17:41:30, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6052, top5_acc: 0.8148, loss_cls: 1.6559, loss: 1.6559, grad_norm: 5.2662 2021-03-14 06:15:01,234 - mmaction - INFO - Epoch [34][760/1253] lr: 7.500e-03, eta: 17:41:09, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5990, top5_acc: 0.8135, loss_cls: 1.7030, loss: 1.7030, grad_norm: 5.4657 2021-03-14 06:15:13,414 - mmaction - INFO - Epoch [34][780/1253] lr: 7.500e-03, eta: 17:40:47, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.5930, top5_acc: 0.8073, loss_cls: 1.6980, loss: 1.6980, grad_norm: 5.4497 2021-03-14 06:15:25,725 - mmaction - INFO - Epoch [34][800/1253] lr: 7.500e-03, eta: 17:40:26, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5979, top5_acc: 0.8089, loss_cls: 1.7347, loss: 1.7347, grad_norm: 5.4685 2021-03-14 06:15:38,056 - mmaction - INFO - Epoch [34][820/1253] lr: 7.500e-03, eta: 17:40:05, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6055, top5_acc: 0.8120, loss_cls: 1.6898, loss: 1.6898, grad_norm: 5.4744 2021-03-14 06:15:50,277 - mmaction - INFO - Epoch [34][840/1253] lr: 7.500e-03, eta: 17:39:44, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6023, top5_acc: 0.8083, loss_cls: 1.6879, loss: 1.6879, grad_norm: 5.4625 2021-03-14 06:16:02,551 - mmaction - INFO - Epoch [34][860/1253] lr: 7.500e-03, eta: 17:39:22, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6023, top5_acc: 0.8115, loss_cls: 1.6621, loss: 1.6621, grad_norm: 5.3382 2021-03-14 06:16:14,842 - mmaction - INFO - Epoch [34][880/1253] lr: 7.500e-03, eta: 17:39:01, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6049, top5_acc: 0.8221, loss_cls: 1.6403, loss: 1.6403, grad_norm: 5.3328 2021-03-14 06:16:27,186 - mmaction - INFO - Epoch [34][900/1253] lr: 7.500e-03, eta: 17:38:40, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6003, top5_acc: 0.8063, loss_cls: 1.7144, loss: 1.7144, grad_norm: 5.4800 2021-03-14 06:16:39,414 - mmaction - INFO - Epoch [34][920/1253] lr: 7.500e-03, eta: 17:38:19, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6177, top5_acc: 0.8201, loss_cls: 1.6251, loss: 1.6251, grad_norm: 5.3544 2021-03-14 06:16:51,711 - mmaction - INFO - Epoch [34][940/1253] lr: 7.500e-03, eta: 17:37:57, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.5927, top5_acc: 0.8005, loss_cls: 1.7526, loss: 1.7526, grad_norm: 5.5371 2021-03-14 06:17:04,023 - mmaction - INFO - Epoch [34][960/1253] lr: 7.500e-03, eta: 17:37:36, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6042, top5_acc: 0.8161, loss_cls: 1.6631, loss: 1.6631, grad_norm: 5.3814 2021-03-14 06:17:16,277 - mmaction - INFO - Epoch [34][980/1253] lr: 7.500e-03, eta: 17:37:15, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5971, top5_acc: 0.8138, loss_cls: 1.7103, loss: 1.7103, grad_norm: 5.4611 2021-03-14 06:17:28,543 - mmaction - INFO - Epoch [34][1000/1253] lr: 7.500e-03, eta: 17:36:54, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5995, top5_acc: 0.8104, loss_cls: 1.6680, loss: 1.6680, grad_norm: 5.3475 2021-03-14 06:17:40,802 - mmaction - INFO - Epoch [34][1020/1253] lr: 7.500e-03, eta: 17:36:33, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6013, top5_acc: 0.8164, loss_cls: 1.6860, loss: 1.6860, grad_norm: 5.2982 2021-03-14 06:17:53,032 - mmaction - INFO - Epoch [34][1040/1253] lr: 7.500e-03, eta: 17:36:11, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6023, top5_acc: 0.8146, loss_cls: 1.6454, loss: 1.6454, grad_norm: 5.3152 2021-03-14 06:18:05,378 - mmaction - INFO - Epoch [34][1060/1253] lr: 7.500e-03, eta: 17:35:50, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.5911, top5_acc: 0.7956, loss_cls: 1.7562, loss: 1.7562, grad_norm: 5.4855 2021-03-14 06:18:17,577 - mmaction - INFO - Epoch [34][1080/1253] lr: 7.500e-03, eta: 17:35:29, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.5969, top5_acc: 0.8096, loss_cls: 1.6854, loss: 1.6854, grad_norm: 5.4074 2021-03-14 06:18:29,846 - mmaction - INFO - Epoch [34][1100/1253] lr: 7.500e-03, eta: 17:35:08, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6003, top5_acc: 0.8089, loss_cls: 1.6924, loss: 1.6924, grad_norm: 5.3040 2021-03-14 06:18:42,089 - mmaction - INFO - Epoch [34][1120/1253] lr: 7.500e-03, eta: 17:34:47, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5930, top5_acc: 0.8143, loss_cls: 1.7044, loss: 1.7044, grad_norm: 5.4315 2021-03-14 06:18:54,439 - mmaction - INFO - Epoch [34][1140/1253] lr: 7.500e-03, eta: 17:34:26, time: 0.618, data_time: 0.009, memory: 8809, top1_acc: 0.6023, top5_acc: 0.8055, loss_cls: 1.7034, loss: 1.7034, grad_norm: 5.3548 2021-03-14 06:19:06,775 - mmaction - INFO - Epoch [34][1160/1253] lr: 7.500e-03, eta: 17:34:05, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5810, top5_acc: 0.8070, loss_cls: 1.7443, loss: 1.7443, grad_norm: 5.5015 2021-03-14 06:19:18,949 - mmaction - INFO - Epoch [34][1180/1253] lr: 7.500e-03, eta: 17:33:43, time: 0.610, data_time: 0.004, memory: 8809, top1_acc: 0.5966, top5_acc: 0.8083, loss_cls: 1.6830, loss: 1.6830, grad_norm: 5.3950 2021-03-14 06:19:31,114 - mmaction - INFO - Epoch [34][1200/1253] lr: 7.500e-03, eta: 17:33:22, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.5914, top5_acc: 0.8081, loss_cls: 1.7231, loss: 1.7231, grad_norm: 5.3966 2021-03-14 06:19:43,276 - mmaction - INFO - Epoch [34][1220/1253] lr: 7.500e-03, eta: 17:33:01, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.5958, top5_acc: 0.8120, loss_cls: 1.6891, loss: 1.6891, grad_norm: 5.3655 2021-03-14 06:19:55,521 - mmaction - INFO - Epoch [34][1240/1253] lr: 7.500e-03, eta: 17:32:40, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6034, top5_acc: 0.8107, loss_cls: 1.6740, loss: 1.6740, grad_norm: 5.2716 2021-03-14 06:23:32,198 - mmaction - INFO - Epoch [35][20/1253] lr: 7.500e-03, eta: 17:38:07, time: 10.347, data_time: 9.594, memory: 8809, top1_acc: 0.6258, top5_acc: 0.8307, loss_cls: 1.5860, loss: 1.5860, grad_norm: 5.1577 2021-03-14 06:23:44,367 - mmaction - INFO - Epoch [35][40/1253] lr: 7.500e-03, eta: 17:37:45, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6193, top5_acc: 0.8159, loss_cls: 1.6187, loss: 1.6187, grad_norm: 5.2687 2021-03-14 06:23:56,625 - mmaction - INFO - Epoch [35][60/1253] lr: 7.500e-03, eta: 17:37:24, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6130, top5_acc: 0.8255, loss_cls: 1.6323, loss: 1.6323, grad_norm: 5.2400 2021-03-14 06:24:08,815 - mmaction - INFO - Epoch [35][80/1253] lr: 7.500e-03, eta: 17:37:03, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.5984, top5_acc: 0.8102, loss_cls: 1.6626, loss: 1.6626, grad_norm: 5.3763 2021-03-14 06:24:21,098 - mmaction - INFO - Epoch [35][100/1253] lr: 7.500e-03, eta: 17:36:41, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6130, top5_acc: 0.8159, loss_cls: 1.6384, loss: 1.6384, grad_norm: 5.3731 2021-03-14 06:24:33,371 - mmaction - INFO - Epoch [35][120/1253] lr: 7.500e-03, eta: 17:36:20, time: 0.614, data_time: 0.004, memory: 8809, top1_acc: 0.6185, top5_acc: 0.8190, loss_cls: 1.6117, loss: 1.6117, grad_norm: 5.3911 2021-03-14 06:24:45,579 - mmaction - INFO - Epoch [35][140/1253] lr: 7.500e-03, eta: 17:35:59, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6096, top5_acc: 0.8133, loss_cls: 1.6712, loss: 1.6712, grad_norm: 5.3168 2021-03-14 06:24:58,000 - mmaction - INFO - Epoch [35][160/1253] lr: 7.500e-03, eta: 17:35:38, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.6104, top5_acc: 0.8122, loss_cls: 1.6447, loss: 1.6447, grad_norm: 5.2262 2021-03-14 06:25:10,239 - mmaction - INFO - Epoch [35][180/1253] lr: 7.500e-03, eta: 17:35:16, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6167, top5_acc: 0.8219, loss_cls: 1.6189, loss: 1.6189, grad_norm: 5.3498 2021-03-14 06:25:22,443 - mmaction - INFO - Epoch [35][200/1253] lr: 7.500e-03, eta: 17:34:55, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6154, top5_acc: 0.8130, loss_cls: 1.6588, loss: 1.6588, grad_norm: 5.4348 2021-03-14 06:25:34,783 - mmaction - INFO - Epoch [35][220/1253] lr: 7.500e-03, eta: 17:34:34, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6122, top5_acc: 0.8151, loss_cls: 1.6745, loss: 1.6745, grad_norm: 5.3612 2021-03-14 06:25:47,027 - mmaction - INFO - Epoch [35][240/1253] lr: 7.500e-03, eta: 17:34:12, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6164, top5_acc: 0.8237, loss_cls: 1.6264, loss: 1.6264, grad_norm: 5.2529 2021-03-14 06:25:59,351 - mmaction - INFO - Epoch [35][260/1253] lr: 7.500e-03, eta: 17:33:51, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6023, top5_acc: 0.8148, loss_cls: 1.6579, loss: 1.6579, grad_norm: 5.3122 2021-03-14 06:26:11,486 - mmaction - INFO - Epoch [35][280/1253] lr: 7.500e-03, eta: 17:33:30, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.6091, top5_acc: 0.8122, loss_cls: 1.6502, loss: 1.6502, grad_norm: 5.3021 2021-03-14 06:26:23,779 - mmaction - INFO - Epoch [35][300/1253] lr: 7.500e-03, eta: 17:33:08, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6125, top5_acc: 0.8203, loss_cls: 1.6357, loss: 1.6357, grad_norm: 5.3663 2021-03-14 06:26:36,097 - mmaction - INFO - Epoch [35][320/1253] lr: 7.500e-03, eta: 17:32:47, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.5990, top5_acc: 0.8240, loss_cls: 1.6519, loss: 1.6519, grad_norm: 5.3458 2021-03-14 06:26:48,305 - mmaction - INFO - Epoch [35][340/1253] lr: 7.500e-03, eta: 17:32:26, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6076, top5_acc: 0.8128, loss_cls: 1.6566, loss: 1.6566, grad_norm: 5.2863 2021-03-14 06:27:00,568 - mmaction - INFO - Epoch [35][360/1253] lr: 7.500e-03, eta: 17:32:05, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6078, top5_acc: 0.8169, loss_cls: 1.6624, loss: 1.6624, grad_norm: 5.3231 2021-03-14 06:27:12,635 - mmaction - INFO - Epoch [35][380/1253] lr: 7.500e-03, eta: 17:31:43, time: 0.604, data_time: 0.002, memory: 8809, top1_acc: 0.6211, top5_acc: 0.8208, loss_cls: 1.5979, loss: 1.5979, grad_norm: 5.2294 2021-03-14 06:27:24,806 - mmaction - INFO - Epoch [35][400/1253] lr: 7.500e-03, eta: 17:31:22, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.5984, top5_acc: 0.8078, loss_cls: 1.7069, loss: 1.7069, grad_norm: 5.3397 2021-03-14 06:27:37,016 - mmaction - INFO - Epoch [35][420/1253] lr: 7.500e-03, eta: 17:31:01, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6060, top5_acc: 0.8141, loss_cls: 1.6507, loss: 1.6507, grad_norm: 5.3646 2021-03-14 06:27:49,346 - mmaction - INFO - Epoch [35][440/1253] lr: 7.500e-03, eta: 17:30:39, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6036, top5_acc: 0.8219, loss_cls: 1.6522, loss: 1.6522, grad_norm: 5.3585 2021-03-14 06:28:01,690 - mmaction - INFO - Epoch [35][460/1253] lr: 7.500e-03, eta: 17:30:18, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.6237, top5_acc: 0.8141, loss_cls: 1.6494, loss: 1.6494, grad_norm: 5.3735 2021-03-14 06:28:13,999 - mmaction - INFO - Epoch [35][480/1253] lr: 7.500e-03, eta: 17:29:57, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6188, top5_acc: 0.8260, loss_cls: 1.6157, loss: 1.6157, grad_norm: 5.3271 2021-03-14 06:28:26,390 - mmaction - INFO - Epoch [35][500/1253] lr: 7.500e-03, eta: 17:29:36, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.6148, top5_acc: 0.8201, loss_cls: 1.6158, loss: 1.6158, grad_norm: 5.2434 2021-03-14 06:28:38,572 - mmaction - INFO - Epoch [35][520/1253] lr: 7.500e-03, eta: 17:29:15, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6003, top5_acc: 0.8193, loss_cls: 1.6699, loss: 1.6699, grad_norm: 5.3736 2021-03-14 06:28:50,778 - mmaction - INFO - Epoch [35][540/1253] lr: 7.500e-03, eta: 17:28:54, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5992, top5_acc: 0.8099, loss_cls: 1.6945, loss: 1.6945, grad_norm: 5.3904 2021-03-14 06:29:02,935 - mmaction - INFO - Epoch [35][560/1253] lr: 7.500e-03, eta: 17:28:33, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.6089, top5_acc: 0.8096, loss_cls: 1.6454, loss: 1.6454, grad_norm: 5.2849 2021-03-14 06:29:15,157 - mmaction - INFO - Epoch [35][580/1253] lr: 7.500e-03, eta: 17:28:11, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5992, top5_acc: 0.8086, loss_cls: 1.6808, loss: 1.6808, grad_norm: 5.4391 2021-03-14 06:29:27,412 - mmaction - INFO - Epoch [35][600/1253] lr: 7.500e-03, eta: 17:27:50, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6112, top5_acc: 0.8211, loss_cls: 1.6561, loss: 1.6561, grad_norm: 5.3051 2021-03-14 06:29:39,752 - mmaction - INFO - Epoch [35][620/1253] lr: 7.500e-03, eta: 17:27:29, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6052, top5_acc: 0.8023, loss_cls: 1.6953, loss: 1.6953, grad_norm: 5.3833 2021-03-14 06:29:51,971 - mmaction - INFO - Epoch [35][640/1253] lr: 7.500e-03, eta: 17:27:08, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5917, top5_acc: 0.8078, loss_cls: 1.7027, loss: 1.7027, grad_norm: 5.4671 2021-03-14 06:30:04,248 - mmaction - INFO - Epoch [35][660/1253] lr: 7.500e-03, eta: 17:26:47, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5940, top5_acc: 0.7997, loss_cls: 1.7289, loss: 1.7289, grad_norm: 5.4676 2021-03-14 06:30:16,432 - mmaction - INFO - Epoch [35][680/1253] lr: 7.500e-03, eta: 17:26:26, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.6208, top5_acc: 0.8133, loss_cls: 1.6472, loss: 1.6472, grad_norm: 5.2591 2021-03-14 06:30:28,734 - mmaction - INFO - Epoch [35][700/1253] lr: 7.500e-03, eta: 17:26:05, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6143, top5_acc: 0.8206, loss_cls: 1.6512, loss: 1.6512, grad_norm: 5.3067 2021-03-14 06:30:40,943 - mmaction - INFO - Epoch [35][720/1253] lr: 7.500e-03, eta: 17:25:44, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6039, top5_acc: 0.7984, loss_cls: 1.7054, loss: 1.7054, grad_norm: 5.4050 2021-03-14 06:30:53,184 - mmaction - INFO - Epoch [35][740/1253] lr: 7.500e-03, eta: 17:25:22, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5956, top5_acc: 0.8021, loss_cls: 1.7155, loss: 1.7155, grad_norm: 5.3948 2021-03-14 06:31:05,423 - mmaction - INFO - Epoch [35][760/1253] lr: 7.500e-03, eta: 17:25:01, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6076, top5_acc: 0.8159, loss_cls: 1.6534, loss: 1.6534, grad_norm: 5.4084 2021-03-14 06:31:17,697 - mmaction - INFO - Epoch [35][780/1253] lr: 7.500e-03, eta: 17:24:40, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5992, top5_acc: 0.8044, loss_cls: 1.7355, loss: 1.7355, grad_norm: 5.5441 2021-03-14 06:31:30,081 - mmaction - INFO - Epoch [35][800/1253] lr: 7.500e-03, eta: 17:24:19, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.5997, top5_acc: 0.8089, loss_cls: 1.6981, loss: 1.6981, grad_norm: 5.4440 2021-03-14 06:31:42,366 - mmaction - INFO - Epoch [35][820/1253] lr: 7.500e-03, eta: 17:23:59, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6164, top5_acc: 0.8258, loss_cls: 1.6201, loss: 1.6201, grad_norm: 5.3215 2021-03-14 06:31:54,661 - mmaction - INFO - Epoch [35][840/1253] lr: 7.500e-03, eta: 17:23:38, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6026, top5_acc: 0.8143, loss_cls: 1.6666, loss: 1.6666, grad_norm: 5.3197 2021-03-14 06:32:06,811 - mmaction - INFO - Epoch [35][860/1253] lr: 7.500e-03, eta: 17:23:16, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.6042, top5_acc: 0.8187, loss_cls: 1.6765, loss: 1.6765, grad_norm: 5.3821 2021-03-14 06:32:19,058 - mmaction - INFO - Epoch [35][880/1253] lr: 7.500e-03, eta: 17:22:55, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6029, top5_acc: 0.8151, loss_cls: 1.6821, loss: 1.6821, grad_norm: 5.3735 2021-03-14 06:32:31,299 - mmaction - INFO - Epoch [35][900/1253] lr: 7.500e-03, eta: 17:22:34, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6164, top5_acc: 0.8208, loss_cls: 1.6320, loss: 1.6320, grad_norm: 5.3548 2021-03-14 06:32:43,518 - mmaction - INFO - Epoch [35][920/1253] lr: 7.500e-03, eta: 17:22:13, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6052, top5_acc: 0.8055, loss_cls: 1.7181, loss: 1.7181, grad_norm: 5.4154 2021-03-14 06:32:55,813 - mmaction - INFO - Epoch [35][940/1253] lr: 7.500e-03, eta: 17:21:52, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6026, top5_acc: 0.8060, loss_cls: 1.7030, loss: 1.7030, grad_norm: 5.4550 2021-03-14 06:33:07,928 - mmaction - INFO - Epoch [35][960/1253] lr: 7.500e-03, eta: 17:21:31, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.6078, top5_acc: 0.8167, loss_cls: 1.6654, loss: 1.6654, grad_norm: 5.3400 2021-03-14 06:33:20,198 - mmaction - INFO - Epoch [35][980/1253] lr: 7.500e-03, eta: 17:21:10, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5885, top5_acc: 0.8023, loss_cls: 1.7487, loss: 1.7487, grad_norm: 5.4447 2021-03-14 06:33:32,553 - mmaction - INFO - Epoch [35][1000/1253] lr: 7.500e-03, eta: 17:20:49, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.5865, top5_acc: 0.8174, loss_cls: 1.7007, loss: 1.7007, grad_norm: 5.4247 2021-03-14 06:33:44,788 - mmaction - INFO - Epoch [35][1020/1253] lr: 7.500e-03, eta: 17:20:28, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6018, top5_acc: 0.8177, loss_cls: 1.6856, loss: 1.6856, grad_norm: 5.4561 2021-03-14 06:33:56,937 - mmaction - INFO - Epoch [35][1040/1253] lr: 7.500e-03, eta: 17:20:07, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6091, top5_acc: 0.8159, loss_cls: 1.6570, loss: 1.6570, grad_norm: 5.4018 2021-03-14 06:34:09,099 - mmaction - INFO - Epoch [35][1060/1253] lr: 7.500e-03, eta: 17:19:46, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.5833, top5_acc: 0.8122, loss_cls: 1.6956, loss: 1.6956, grad_norm: 5.4288 2021-03-14 06:34:21,366 - mmaction - INFO - Epoch [35][1080/1253] lr: 7.500e-03, eta: 17:19:25, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6091, top5_acc: 0.8255, loss_cls: 1.6229, loss: 1.6229, grad_norm: 5.3415 2021-03-14 06:34:33,619 - mmaction - INFO - Epoch [35][1100/1253] lr: 7.500e-03, eta: 17:19:04, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6023, top5_acc: 0.8164, loss_cls: 1.6691, loss: 1.6691, grad_norm: 5.3429 2021-03-14 06:34:45,799 - mmaction - INFO - Epoch [35][1120/1253] lr: 7.500e-03, eta: 17:18:43, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6052, top5_acc: 0.8109, loss_cls: 1.6704, loss: 1.6704, grad_norm: 5.4015 2021-03-14 06:34:58,038 - mmaction - INFO - Epoch [35][1140/1253] lr: 7.500e-03, eta: 17:18:22, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6057, top5_acc: 0.8216, loss_cls: 1.6506, loss: 1.6506, grad_norm: 5.3347 2021-03-14 06:35:10,339 - mmaction - INFO - Epoch [35][1160/1253] lr: 7.500e-03, eta: 17:18:01, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6068, top5_acc: 0.8138, loss_cls: 1.6738, loss: 1.6738, grad_norm: 5.3362 2021-03-14 06:35:22,589 - mmaction - INFO - Epoch [35][1180/1253] lr: 7.500e-03, eta: 17:17:40, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6005, top5_acc: 0.8091, loss_cls: 1.7058, loss: 1.7058, grad_norm: 5.4539 2021-03-14 06:35:34,788 - mmaction - INFO - Epoch [35][1200/1253] lr: 7.500e-03, eta: 17:17:19, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.5924, top5_acc: 0.8112, loss_cls: 1.6960, loss: 1.6960, grad_norm: 5.4410 2021-03-14 06:35:46,934 - mmaction - INFO - Epoch [35][1220/1253] lr: 7.500e-03, eta: 17:16:58, time: 0.607, data_time: 0.003, memory: 8809, top1_acc: 0.6146, top5_acc: 0.8198, loss_cls: 1.6037, loss: 1.6037, grad_norm: 5.2258 2021-03-14 06:35:59,214 - mmaction - INFO - Epoch [35][1240/1253] lr: 7.500e-03, eta: 17:16:37, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6128, top5_acc: 0.8172, loss_cls: 1.6184, loss: 1.6184, grad_norm: 5.3327 2021-03-14 06:39:42,631 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-03-14 06:39:43,608 - mmaction - INFO - top1_acc 0.6534 top5_acc 0.8645 2021-03-14 06:39:43,608 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-03-14 06:39:43,648 - mmaction - INFO - mean_acc 0.6532 2021-03-14 06:39:44,474 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_35.pth. 2021-03-14 06:39:44,474 - mmaction - INFO - Best top1_acc is 0.6534 at 35 epoch. 2021-03-14 06:39:44,483 - mmaction - INFO - Epoch(val) [35][1253] top1_acc: 0.6534, top5_acc: 0.8645, mean_class_accuracy: 0.6532 2021-03-14 06:43:08,662 - mmaction - INFO - Epoch [36][20/1253] lr: 7.500e-03, eta: 17:21:44, time: 10.208, data_time: 9.493, memory: 8809, top1_acc: 0.6086, top5_acc: 0.8177, loss_cls: 1.6565, loss: 1.6565, grad_norm: 5.3170 2021-03-14 06:43:20,885 - mmaction - INFO - Epoch [36][40/1253] lr: 7.500e-03, eta: 17:21:23, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6130, top5_acc: 0.8214, loss_cls: 1.6058, loss: 1.6058, grad_norm: 5.2708 2021-03-14 06:43:33,075 - mmaction - INFO - Epoch [36][60/1253] lr: 7.500e-03, eta: 17:21:02, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6258, top5_acc: 0.8307, loss_cls: 1.5476, loss: 1.5476, grad_norm: 5.2790 2021-03-14 06:43:45,284 - mmaction - INFO - Epoch [36][80/1253] lr: 7.500e-03, eta: 17:20:41, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6240, top5_acc: 0.8344, loss_cls: 1.5675, loss: 1.5675, grad_norm: 5.3378 2021-03-14 06:43:57,556 - mmaction - INFO - Epoch [36][100/1253] lr: 7.500e-03, eta: 17:20:20, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6107, top5_acc: 0.8260, loss_cls: 1.6328, loss: 1.6328, grad_norm: 5.4262 2021-03-14 06:44:09,801 - mmaction - INFO - Epoch [36][120/1253] lr: 7.500e-03, eta: 17:19:59, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6208, top5_acc: 0.8234, loss_cls: 1.6045, loss: 1.6045, grad_norm: 5.3082 2021-03-14 06:44:22,001 - mmaction - INFO - Epoch [36][140/1253] lr: 7.500e-03, eta: 17:19:38, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6193, top5_acc: 0.8148, loss_cls: 1.6226, loss: 1.6226, grad_norm: 5.3365 2021-03-14 06:44:34,141 - mmaction - INFO - Epoch [36][160/1253] lr: 7.500e-03, eta: 17:19:16, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6115, top5_acc: 0.8219, loss_cls: 1.6250, loss: 1.6250, grad_norm: 5.4071 2021-03-14 06:44:46,439 - mmaction - INFO - Epoch [36][180/1253] lr: 7.500e-03, eta: 17:18:55, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6172, top5_acc: 0.8242, loss_cls: 1.6049, loss: 1.6049, grad_norm: 5.3629 2021-03-14 06:44:58,673 - mmaction - INFO - Epoch [36][200/1253] lr: 7.500e-03, eta: 17:18:34, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6240, top5_acc: 0.8331, loss_cls: 1.5749, loss: 1.5749, grad_norm: 5.2360 2021-03-14 06:45:10,926 - mmaction - INFO - Epoch [36][220/1253] lr: 7.500e-03, eta: 17:18:13, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6245, top5_acc: 0.8260, loss_cls: 1.5970, loss: 1.5970, grad_norm: 5.2364 2021-03-14 06:45:23,040 - mmaction - INFO - Epoch [36][240/1253] lr: 7.500e-03, eta: 17:17:52, time: 0.605, data_time: 0.001, memory: 8809, top1_acc: 0.5951, top5_acc: 0.8057, loss_cls: 1.7025, loss: 1.7025, grad_norm: 5.3959 2021-03-14 06:45:35,247 - mmaction - INFO - Epoch [36][260/1253] lr: 7.500e-03, eta: 17:17:31, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6227, top5_acc: 0.8286, loss_cls: 1.5672, loss: 1.5672, grad_norm: 5.2099 2021-03-14 06:45:47,464 - mmaction - INFO - Epoch [36][280/1253] lr: 7.500e-03, eta: 17:17:10, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6188, top5_acc: 0.8195, loss_cls: 1.6217, loss: 1.6217, grad_norm: 5.3794 2021-03-14 06:45:59,625 - mmaction - INFO - Epoch [36][300/1253] lr: 7.500e-03, eta: 17:16:49, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6190, top5_acc: 0.8203, loss_cls: 1.6015, loss: 1.6015, grad_norm: 5.2266 2021-03-14 06:46:11,903 - mmaction - INFO - Epoch [36][320/1253] lr: 7.500e-03, eta: 17:16:28, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6089, top5_acc: 0.8185, loss_cls: 1.6307, loss: 1.6307, grad_norm: 5.4272 2021-03-14 06:46:24,132 - mmaction - INFO - Epoch [36][340/1253] lr: 7.500e-03, eta: 17:16:07, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5969, top5_acc: 0.8047, loss_cls: 1.7017, loss: 1.7017, grad_norm: 5.4414 2021-03-14 06:46:36,354 - mmaction - INFO - Epoch [36][360/1253] lr: 7.500e-03, eta: 17:15:46, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6161, top5_acc: 0.8297, loss_cls: 1.6160, loss: 1.6160, grad_norm: 5.4105 2021-03-14 06:46:48,613 - mmaction - INFO - Epoch [36][380/1253] lr: 7.500e-03, eta: 17:15:25, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6206, top5_acc: 0.8268, loss_cls: 1.5879, loss: 1.5879, grad_norm: 5.3008 2021-03-14 06:47:00,875 - mmaction - INFO - Epoch [36][400/1253] lr: 7.500e-03, eta: 17:15:04, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.5961, top5_acc: 0.8221, loss_cls: 1.6451, loss: 1.6451, grad_norm: 5.3352 2021-03-14 06:47:13,095 - mmaction - INFO - Epoch [36][420/1253] lr: 7.500e-03, eta: 17:14:43, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6154, top5_acc: 0.8146, loss_cls: 1.6479, loss: 1.6479, grad_norm: 5.4514 2021-03-14 06:47:25,313 - mmaction - INFO - Epoch [36][440/1253] lr: 7.500e-03, eta: 17:14:22, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6185, top5_acc: 0.8281, loss_cls: 1.6187, loss: 1.6187, grad_norm: 5.4278 2021-03-14 06:47:37,463 - mmaction - INFO - Epoch [36][460/1253] lr: 7.500e-03, eta: 17:14:01, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6117, top5_acc: 0.8107, loss_cls: 1.6559, loss: 1.6559, grad_norm: 5.3036 2021-03-14 06:47:49,589 - mmaction - INFO - Epoch [36][480/1253] lr: 7.500e-03, eta: 17:13:39, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.5995, top5_acc: 0.8096, loss_cls: 1.6681, loss: 1.6681, grad_norm: 5.4222 2021-03-14 06:48:01,863 - mmaction - INFO - Epoch [36][500/1253] lr: 7.500e-03, eta: 17:13:19, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6023, top5_acc: 0.8117, loss_cls: 1.6875, loss: 1.6875, grad_norm: 5.3244 2021-03-14 06:48:14,132 - mmaction - INFO - Epoch [36][520/1253] lr: 7.500e-03, eta: 17:12:58, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6026, top5_acc: 0.8187, loss_cls: 1.6630, loss: 1.6630, grad_norm: 5.3949 2021-03-14 06:48:26,386 - mmaction - INFO - Epoch [36][540/1253] lr: 7.500e-03, eta: 17:12:37, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6018, top5_acc: 0.8206, loss_cls: 1.6490, loss: 1.6490, grad_norm: 5.3903 2021-03-14 06:48:38,626 - mmaction - INFO - Epoch [36][560/1253] lr: 7.500e-03, eta: 17:12:16, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6102, top5_acc: 0.8151, loss_cls: 1.6591, loss: 1.6591, grad_norm: 5.3920 2021-03-14 06:48:50,863 - mmaction - INFO - Epoch [36][580/1253] lr: 7.500e-03, eta: 17:11:55, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6091, top5_acc: 0.8094, loss_cls: 1.6660, loss: 1.6660, grad_norm: 5.4024 2021-03-14 06:49:03,127 - mmaction - INFO - Epoch [36][600/1253] lr: 7.500e-03, eta: 17:11:34, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6135, top5_acc: 0.8216, loss_cls: 1.6326, loss: 1.6326, grad_norm: 5.4587 2021-03-14 06:49:15,499 - mmaction - INFO - Epoch [36][620/1253] lr: 7.500e-03, eta: 17:11:13, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.6182, top5_acc: 0.8159, loss_cls: 1.6601, loss: 1.6601, grad_norm: 5.4365 2021-03-14 06:49:27,573 - mmaction - INFO - Epoch [36][640/1253] lr: 7.500e-03, eta: 17:10:52, time: 0.605, data_time: 0.002, memory: 8809, top1_acc: 0.6224, top5_acc: 0.8206, loss_cls: 1.6248, loss: 1.6248, grad_norm: 5.4593 2021-03-14 06:49:39,815 - mmaction - INFO - Epoch [36][660/1253] lr: 7.500e-03, eta: 17:10:31, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6120, top5_acc: 0.8177, loss_cls: 1.6176, loss: 1.6176, grad_norm: 5.2968 2021-03-14 06:49:52,080 - mmaction - INFO - Epoch [36][680/1253] lr: 7.500e-03, eta: 17:10:10, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6010, top5_acc: 0.8104, loss_cls: 1.6883, loss: 1.6883, grad_norm: 5.5434 2021-03-14 06:50:04,527 - mmaction - INFO - Epoch [36][700/1253] lr: 7.500e-03, eta: 17:09:50, time: 0.622, data_time: 0.006, memory: 8809, top1_acc: 0.5943, top5_acc: 0.8169, loss_cls: 1.6700, loss: 1.6700, grad_norm: 5.4712 2021-03-14 06:50:16,742 - mmaction - INFO - Epoch [36][720/1253] lr: 7.500e-03, eta: 17:09:29, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.5958, top5_acc: 0.8255, loss_cls: 1.6434, loss: 1.6434, grad_norm: 5.3825 2021-03-14 06:50:28,973 - mmaction - INFO - Epoch [36][740/1253] lr: 7.500e-03, eta: 17:09:08, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5924, top5_acc: 0.8052, loss_cls: 1.7155, loss: 1.7155, grad_norm: 5.3788 2021-03-14 06:50:41,211 - mmaction - INFO - Epoch [36][760/1253] lr: 7.500e-03, eta: 17:08:47, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6120, top5_acc: 0.8211, loss_cls: 1.6423, loss: 1.6423, grad_norm: 5.3996 2021-03-14 06:50:53,470 - mmaction - INFO - Epoch [36][780/1253] lr: 7.500e-03, eta: 17:08:27, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6062, top5_acc: 0.8206, loss_cls: 1.6362, loss: 1.6362, grad_norm: 5.4140 2021-03-14 06:51:05,708 - mmaction - INFO - Epoch [36][800/1253] lr: 7.500e-03, eta: 17:08:06, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6005, top5_acc: 0.8109, loss_cls: 1.6922, loss: 1.6922, grad_norm: 5.4672 2021-03-14 06:51:17,923 - mmaction - INFO - Epoch [36][820/1253] lr: 7.500e-03, eta: 17:07:45, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6039, top5_acc: 0.8208, loss_cls: 1.6524, loss: 1.6524, grad_norm: 5.3734 2021-03-14 06:51:30,179 - mmaction - INFO - Epoch [36][840/1253] lr: 7.500e-03, eta: 17:07:24, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6042, top5_acc: 0.8234, loss_cls: 1.6423, loss: 1.6423, grad_norm: 5.4169 2021-03-14 06:51:42,445 - mmaction - INFO - Epoch [36][860/1253] lr: 7.500e-03, eta: 17:07:03, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6026, top5_acc: 0.8148, loss_cls: 1.6654, loss: 1.6654, grad_norm: 5.3392 2021-03-14 06:51:54,644 - mmaction - INFO - Epoch [36][880/1253] lr: 7.500e-03, eta: 17:06:43, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6099, top5_acc: 0.8151, loss_cls: 1.6327, loss: 1.6327, grad_norm: 5.3589 2021-03-14 06:52:06,832 - mmaction - INFO - Epoch [36][900/1253] lr: 7.500e-03, eta: 17:06:22, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6143, top5_acc: 0.8195, loss_cls: 1.6496, loss: 1.6496, grad_norm: 5.3484 2021-03-14 06:52:19,131 - mmaction - INFO - Epoch [36][920/1253] lr: 7.500e-03, eta: 17:06:01, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6010, top5_acc: 0.8042, loss_cls: 1.6992, loss: 1.6992, grad_norm: 5.4996 2021-03-14 06:52:31,418 - mmaction - INFO - Epoch [36][940/1253] lr: 7.500e-03, eta: 17:05:40, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6055, top5_acc: 0.8154, loss_cls: 1.6378, loss: 1.6378, grad_norm: 5.3900 2021-03-14 06:52:43,665 - mmaction - INFO - Epoch [36][960/1253] lr: 7.500e-03, eta: 17:05:20, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6174, top5_acc: 0.8240, loss_cls: 1.6273, loss: 1.6273, grad_norm: 5.3915 2021-03-14 06:52:55,858 - mmaction - INFO - Epoch [36][980/1253] lr: 7.500e-03, eta: 17:04:59, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6216, top5_acc: 0.8216, loss_cls: 1.6172, loss: 1.6172, grad_norm: 5.3304 2021-03-14 06:53:08,157 - mmaction - INFO - Epoch [36][1000/1253] lr: 7.500e-03, eta: 17:04:38, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6086, top5_acc: 0.8169, loss_cls: 1.6598, loss: 1.6598, grad_norm: 5.4253 2021-03-14 06:53:20,381 - mmaction - INFO - Epoch [36][1020/1253] lr: 7.500e-03, eta: 17:04:17, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6065, top5_acc: 0.8109, loss_cls: 1.6966, loss: 1.6966, grad_norm: 5.4222 2021-03-14 06:53:32,639 - mmaction - INFO - Epoch [36][1040/1253] lr: 7.500e-03, eta: 17:03:57, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.5932, top5_acc: 0.8115, loss_cls: 1.7191, loss: 1.7191, grad_norm: 5.5018 2021-03-14 06:53:44,752 - mmaction - INFO - Epoch [36][1060/1253] lr: 7.500e-03, eta: 17:03:36, time: 0.605, data_time: 0.001, memory: 8809, top1_acc: 0.6073, top5_acc: 0.8148, loss_cls: 1.6846, loss: 1.6846, grad_norm: 5.4413 2021-03-14 06:53:56,933 - mmaction - INFO - Epoch [36][1080/1253] lr: 7.500e-03, eta: 17:03:15, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.5914, top5_acc: 0.8057, loss_cls: 1.7170, loss: 1.7170, grad_norm: 5.4909 2021-03-14 06:54:09,040 - mmaction - INFO - Epoch [36][1100/1253] lr: 7.500e-03, eta: 17:02:54, time: 0.607, data_time: 0.003, memory: 8809, top1_acc: 0.5966, top5_acc: 0.8161, loss_cls: 1.6769, loss: 1.6769, grad_norm: 5.3651 2021-03-14 06:54:21,256 - mmaction - INFO - Epoch [36][1120/1253] lr: 7.500e-03, eta: 17:02:33, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6065, top5_acc: 0.8076, loss_cls: 1.6568, loss: 1.6568, grad_norm: 5.3560 2021-03-14 06:54:33,594 - mmaction - INFO - Epoch [36][1140/1253] lr: 7.500e-03, eta: 17:02:13, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5969, top5_acc: 0.8021, loss_cls: 1.7054, loss: 1.7054, grad_norm: 5.3887 2021-03-14 06:54:45,838 - mmaction - INFO - Epoch [36][1160/1253] lr: 7.500e-03, eta: 17:01:52, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5945, top5_acc: 0.8078, loss_cls: 1.7182, loss: 1.7182, grad_norm: 5.3733 2021-03-14 06:54:58,062 - mmaction - INFO - Epoch [36][1180/1253] lr: 7.500e-03, eta: 17:01:31, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6151, top5_acc: 0.8211, loss_cls: 1.6486, loss: 1.6486, grad_norm: 5.3216 2021-03-14 06:55:10,255 - mmaction - INFO - Epoch [36][1200/1253] lr: 7.500e-03, eta: 17:01:10, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6042, top5_acc: 0.8187, loss_cls: 1.6640, loss: 1.6640, grad_norm: 5.4125 2021-03-14 06:55:22,486 - mmaction - INFO - Epoch [36][1220/1253] lr: 7.500e-03, eta: 17:00:50, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.5914, top5_acc: 0.8031, loss_cls: 1.7074, loss: 1.7074, grad_norm: 5.4489 2021-03-14 06:55:34,756 - mmaction - INFO - Epoch [36][1240/1253] lr: 7.500e-03, eta: 17:00:29, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6120, top5_acc: 0.8229, loss_cls: 1.6424, loss: 1.6424, grad_norm: 5.3224 2021-03-14 06:59:11,144 - mmaction - INFO - Epoch [37][20/1253] lr: 7.500e-03, eta: 17:05:26, time: 10.333, data_time: 9.681, memory: 8809, top1_acc: 0.6203, top5_acc: 0.8237, loss_cls: 1.5939, loss: 1.5939, grad_norm: 5.3976 2021-03-14 06:59:23,427 - mmaction - INFO - Epoch [37][40/1253] lr: 7.500e-03, eta: 17:05:06, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6255, top5_acc: 0.8203, loss_cls: 1.6010, loss: 1.6010, grad_norm: 5.2915 2021-03-14 06:59:35,723 - mmaction - INFO - Epoch [37][60/1253] lr: 7.500e-03, eta: 17:04:45, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6138, top5_acc: 0.8193, loss_cls: 1.6305, loss: 1.6305, grad_norm: 5.3630 2021-03-14 06:59:47,956 - mmaction - INFO - Epoch [37][80/1253] lr: 7.500e-03, eta: 17:04:24, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6201, top5_acc: 0.8266, loss_cls: 1.5977, loss: 1.5977, grad_norm: 5.3971 2021-03-14 07:00:00,183 - mmaction - INFO - Epoch [37][100/1253] lr: 7.500e-03, eta: 17:04:03, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6198, top5_acc: 0.8221, loss_cls: 1.5941, loss: 1.5941, grad_norm: 5.3267 2021-03-14 07:00:12,337 - mmaction - INFO - Epoch [37][120/1253] lr: 7.500e-03, eta: 17:03:42, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.6141, top5_acc: 0.8289, loss_cls: 1.5787, loss: 1.5787, grad_norm: 5.2323 2021-03-14 07:00:24,476 - mmaction - INFO - Epoch [37][140/1253] lr: 7.500e-03, eta: 17:03:21, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.6203, top5_acc: 0.8216, loss_cls: 1.5838, loss: 1.5838, grad_norm: 5.2744 2021-03-14 07:00:36,586 - mmaction - INFO - Epoch [37][160/1253] lr: 7.500e-03, eta: 17:03:00, time: 0.605, data_time: 0.002, memory: 8809, top1_acc: 0.6128, top5_acc: 0.8182, loss_cls: 1.6198, loss: 1.6198, grad_norm: 5.3146 2021-03-14 07:00:48,819 - mmaction - INFO - Epoch [37][180/1253] lr: 7.500e-03, eta: 17:02:39, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6245, top5_acc: 0.8299, loss_cls: 1.5702, loss: 1.5702, grad_norm: 5.2638 2021-03-14 07:01:00,975 - mmaction - INFO - Epoch [37][200/1253] lr: 7.500e-03, eta: 17:02:18, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6089, top5_acc: 0.8125, loss_cls: 1.6359, loss: 1.6359, grad_norm: 5.2341 2021-03-14 07:01:13,173 - mmaction - INFO - Epoch [37][220/1253] lr: 7.500e-03, eta: 17:01:57, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6167, top5_acc: 0.8242, loss_cls: 1.6109, loss: 1.6109, grad_norm: 5.3909 2021-03-14 07:01:25,353 - mmaction - INFO - Epoch [37][240/1253] lr: 7.500e-03, eta: 17:01:36, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6008, top5_acc: 0.8083, loss_cls: 1.6866, loss: 1.6866, grad_norm: 5.5001 2021-03-14 07:01:37,658 - mmaction - INFO - Epoch [37][260/1253] lr: 7.500e-03, eta: 17:01:16, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6229, top5_acc: 0.8224, loss_cls: 1.6102, loss: 1.6102, grad_norm: 5.3324 2021-03-14 07:01:49,917 - mmaction - INFO - Epoch [37][280/1253] lr: 7.500e-03, eta: 17:00:55, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6130, top5_acc: 0.8255, loss_cls: 1.6183, loss: 1.6183, grad_norm: 5.3770 2021-03-14 07:02:02,169 - mmaction - INFO - Epoch [37][300/1253] lr: 7.500e-03, eta: 17:00:34, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6185, top5_acc: 0.8266, loss_cls: 1.6015, loss: 1.6015, grad_norm: 5.3602 2021-03-14 07:02:14,348 - mmaction - INFO - Epoch [37][320/1253] lr: 7.500e-03, eta: 17:00:13, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6151, top5_acc: 0.8247, loss_cls: 1.6212, loss: 1.6212, grad_norm: 5.4128 2021-03-14 07:02:26,535 - mmaction - INFO - Epoch [37][340/1253] lr: 7.500e-03, eta: 16:59:53, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6185, top5_acc: 0.8229, loss_cls: 1.5838, loss: 1.5838, grad_norm: 5.3440 2021-03-14 07:02:38,799 - mmaction - INFO - Epoch [37][360/1253] lr: 7.500e-03, eta: 16:59:32, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6068, top5_acc: 0.8216, loss_cls: 1.6243, loss: 1.6243, grad_norm: 5.3436 2021-03-14 07:02:51,010 - mmaction - INFO - Epoch [37][380/1253] lr: 7.500e-03, eta: 16:59:11, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6188, top5_acc: 0.8323, loss_cls: 1.5590, loss: 1.5590, grad_norm: 5.2871 2021-03-14 07:03:03,276 - mmaction - INFO - Epoch [37][400/1253] lr: 7.500e-03, eta: 16:58:50, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6128, top5_acc: 0.8154, loss_cls: 1.6372, loss: 1.6372, grad_norm: 5.2901 2021-03-14 07:03:15,483 - mmaction - INFO - Epoch [37][420/1253] lr: 7.500e-03, eta: 16:58:30, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6091, top5_acc: 0.8164, loss_cls: 1.6421, loss: 1.6421, grad_norm: 5.4032 2021-03-14 07:03:27,710 - mmaction - INFO - Epoch [37][440/1253] lr: 7.500e-03, eta: 16:58:09, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6086, top5_acc: 0.8172, loss_cls: 1.6659, loss: 1.6659, grad_norm: 5.4684 2021-03-14 07:03:39,987 - mmaction - INFO - Epoch [37][460/1253] lr: 7.500e-03, eta: 16:57:48, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6070, top5_acc: 0.8104, loss_cls: 1.6692, loss: 1.6692, grad_norm: 5.4343 2021-03-14 07:03:52,237 - mmaction - INFO - Epoch [37][480/1253] lr: 7.500e-03, eta: 16:57:28, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6023, top5_acc: 0.8141, loss_cls: 1.6854, loss: 1.6854, grad_norm: 5.4182 2021-03-14 07:04:04,398 - mmaction - INFO - Epoch [37][500/1253] lr: 7.500e-03, eta: 16:57:07, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.6122, top5_acc: 0.8172, loss_cls: 1.6170, loss: 1.6170, grad_norm: 5.3736 2021-03-14 07:04:16,688 - mmaction - INFO - Epoch [37][520/1253] lr: 7.500e-03, eta: 16:56:46, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6185, top5_acc: 0.8229, loss_cls: 1.6141, loss: 1.6141, grad_norm: 5.2760 2021-03-14 07:04:28,961 - mmaction - INFO - Epoch [37][540/1253] lr: 7.500e-03, eta: 16:56:25, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6177, top5_acc: 0.8258, loss_cls: 1.5980, loss: 1.5980, grad_norm: 5.3628 2021-03-14 07:04:41,212 - mmaction - INFO - Epoch [37][560/1253] lr: 7.500e-03, eta: 16:56:05, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6138, top5_acc: 0.8229, loss_cls: 1.6005, loss: 1.6005, grad_norm: 5.3021 2021-03-14 07:04:53,441 - mmaction - INFO - Epoch [37][580/1253] lr: 7.500e-03, eta: 16:55:44, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6112, top5_acc: 0.8169, loss_cls: 1.6552, loss: 1.6552, grad_norm: 5.4077 2021-03-14 07:05:05,733 - mmaction - INFO - Epoch [37][600/1253] lr: 7.500e-03, eta: 16:55:24, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5990, top5_acc: 0.8120, loss_cls: 1.6987, loss: 1.6987, grad_norm: 5.5008 2021-03-14 07:05:18,031 - mmaction - INFO - Epoch [37][620/1253] lr: 7.500e-03, eta: 16:55:03, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6109, top5_acc: 0.8224, loss_cls: 1.6051, loss: 1.6051, grad_norm: 5.3666 2021-03-14 07:05:30,357 - mmaction - INFO - Epoch [37][640/1253] lr: 7.500e-03, eta: 16:54:43, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.6060, top5_acc: 0.8151, loss_cls: 1.6556, loss: 1.6556, grad_norm: 5.3479 2021-03-14 07:05:42,629 - mmaction - INFO - Epoch [37][660/1253] lr: 7.500e-03, eta: 16:54:22, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6055, top5_acc: 0.8174, loss_cls: 1.6338, loss: 1.6338, grad_norm: 5.3727 2021-03-14 07:05:54,898 - mmaction - INFO - Epoch [37][680/1253] lr: 7.500e-03, eta: 16:54:01, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6211, top5_acc: 0.8237, loss_cls: 1.6013, loss: 1.6013, grad_norm: 5.3304 2021-03-14 07:06:07,293 - mmaction - INFO - Epoch [37][700/1253] lr: 7.500e-03, eta: 16:53:41, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6065, top5_acc: 0.8187, loss_cls: 1.6764, loss: 1.6764, grad_norm: 5.5210 2021-03-14 07:06:19,459 - mmaction - INFO - Epoch [37][720/1253] lr: 7.500e-03, eta: 16:53:20, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6010, top5_acc: 0.8094, loss_cls: 1.6897, loss: 1.6897, grad_norm: 5.4939 2021-03-14 07:06:31,813 - mmaction - INFO - Epoch [37][740/1253] lr: 7.500e-03, eta: 16:53:00, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6154, top5_acc: 0.8172, loss_cls: 1.6358, loss: 1.6358, grad_norm: 5.4235 2021-03-14 07:06:44,112 - mmaction - INFO - Epoch [37][760/1253] lr: 7.500e-03, eta: 16:52:39, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6182, top5_acc: 0.8299, loss_cls: 1.5904, loss: 1.5904, grad_norm: 5.3083 2021-03-14 07:06:56,336 - mmaction - INFO - Epoch [37][780/1253] lr: 7.500e-03, eta: 16:52:19, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6026, top5_acc: 0.8216, loss_cls: 1.6482, loss: 1.6482, grad_norm: 5.3995 2021-03-14 07:07:08,465 - mmaction - INFO - Epoch [37][800/1253] lr: 7.500e-03, eta: 16:51:58, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.6049, top5_acc: 0.8172, loss_cls: 1.6557, loss: 1.6557, grad_norm: 5.4228 2021-03-14 07:07:20,682 - mmaction - INFO - Epoch [37][820/1253] lr: 7.500e-03, eta: 16:51:37, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6062, top5_acc: 0.8208, loss_cls: 1.6416, loss: 1.6416, grad_norm: 5.2480 2021-03-14 07:07:32,894 - mmaction - INFO - Epoch [37][840/1253] lr: 7.500e-03, eta: 16:51:17, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6065, top5_acc: 0.8130, loss_cls: 1.6541, loss: 1.6541, grad_norm: 5.4021 2021-03-14 07:07:45,158 - mmaction - INFO - Epoch [37][860/1253] lr: 7.500e-03, eta: 16:50:56, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6049, top5_acc: 0.8156, loss_cls: 1.6597, loss: 1.6597, grad_norm: 5.4340 2021-03-14 07:07:57,369 - mmaction - INFO - Epoch [37][880/1253] lr: 7.500e-03, eta: 16:50:36, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.6049, top5_acc: 0.8099, loss_cls: 1.6627, loss: 1.6627, grad_norm: 5.4281 2021-03-14 07:08:09,658 - mmaction - INFO - Epoch [37][900/1253] lr: 7.500e-03, eta: 16:50:15, time: 0.615, data_time: 0.004, memory: 8809, top1_acc: 0.6057, top5_acc: 0.8174, loss_cls: 1.6587, loss: 1.6587, grad_norm: 5.3731 2021-03-14 07:08:21,857 - mmaction - INFO - Epoch [37][920/1253] lr: 7.500e-03, eta: 16:49:54, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6055, top5_acc: 0.8164, loss_cls: 1.6507, loss: 1.6507, grad_norm: 5.4000 2021-03-14 07:08:34,143 - mmaction - INFO - Epoch [37][940/1253] lr: 7.500e-03, eta: 16:49:34, time: 0.616, data_time: 0.004, memory: 8809, top1_acc: 0.6159, top5_acc: 0.8227, loss_cls: 1.6160, loss: 1.6160, grad_norm: 5.3685 2021-03-14 07:08:46,309 - mmaction - INFO - Epoch [37][960/1253] lr: 7.500e-03, eta: 16:49:13, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6023, top5_acc: 0.8208, loss_cls: 1.6399, loss: 1.6399, grad_norm: 5.4098 2021-03-14 07:08:58,575 - mmaction - INFO - Epoch [37][980/1253] lr: 7.500e-03, eta: 16:48:53, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6039, top5_acc: 0.8190, loss_cls: 1.6504, loss: 1.6504, grad_norm: 5.4121 2021-03-14 07:09:10,786 - mmaction - INFO - Epoch [37][1000/1253] lr: 7.500e-03, eta: 16:48:32, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6130, top5_acc: 0.8185, loss_cls: 1.6349, loss: 1.6349, grad_norm: 5.4229 2021-03-14 07:09:23,117 - mmaction - INFO - Epoch [37][1020/1253] lr: 7.500e-03, eta: 16:48:12, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6125, top5_acc: 0.8198, loss_cls: 1.6305, loss: 1.6305, grad_norm: 5.2894 2021-03-14 07:09:35,344 - mmaction - INFO - Epoch [37][1040/1253] lr: 7.500e-03, eta: 16:47:52, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6156, top5_acc: 0.8286, loss_cls: 1.5899, loss: 1.5899, grad_norm: 5.3370 2021-03-14 07:09:47,530 - mmaction - INFO - Epoch [37][1060/1253] lr: 7.500e-03, eta: 16:47:31, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.6026, top5_acc: 0.8185, loss_cls: 1.6560, loss: 1.6560, grad_norm: 5.3883 2021-03-14 07:09:59,738 - mmaction - INFO - Epoch [37][1080/1253] lr: 7.500e-03, eta: 16:47:10, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5979, top5_acc: 0.8055, loss_cls: 1.7057, loss: 1.7057, grad_norm: 5.4836 2021-03-14 07:10:11,894 - mmaction - INFO - Epoch [37][1100/1253] lr: 7.500e-03, eta: 16:46:50, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6034, top5_acc: 0.8125, loss_cls: 1.6719, loss: 1.6719, grad_norm: 5.4227 2021-03-14 07:10:24,161 - mmaction - INFO - Epoch [37][1120/1253] lr: 7.500e-03, eta: 16:46:29, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.5964, top5_acc: 0.8151, loss_cls: 1.6797, loss: 1.6797, grad_norm: 5.4576 2021-03-14 07:10:36,514 - mmaction - INFO - Epoch [37][1140/1253] lr: 7.500e-03, eta: 16:46:09, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.5977, top5_acc: 0.8122, loss_cls: 1.7006, loss: 1.7006, grad_norm: 5.4091 2021-03-14 07:10:48,809 - mmaction - INFO - Epoch [37][1160/1253] lr: 7.500e-03, eta: 16:45:49, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6081, top5_acc: 0.8164, loss_cls: 1.6484, loss: 1.6484, grad_norm: 5.4066 2021-03-14 07:11:01,092 - mmaction - INFO - Epoch [37][1180/1253] lr: 7.500e-03, eta: 16:45:28, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6018, top5_acc: 0.8133, loss_cls: 1.6816, loss: 1.6816, grad_norm: 5.4959 2021-03-14 07:11:13,353 - mmaction - INFO - Epoch [37][1200/1253] lr: 7.500e-03, eta: 16:45:08, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6102, top5_acc: 0.8169, loss_cls: 1.6365, loss: 1.6365, grad_norm: 5.3390 2021-03-14 07:11:25,692 - mmaction - INFO - Epoch [37][1220/1253] lr: 7.500e-03, eta: 16:44:48, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5987, top5_acc: 0.8026, loss_cls: 1.7241, loss: 1.7241, grad_norm: 5.4451 2021-03-14 07:11:38,013 - mmaction - INFO - Epoch [37][1240/1253] lr: 7.500e-03, eta: 16:44:27, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.6034, top5_acc: 0.8078, loss_cls: 1.6653, loss: 1.6653, grad_norm: 5.4380 2021-03-14 07:15:16,326 - mmaction - INFO - Epoch [38][20/1253] lr: 7.500e-03, eta: 16:49:15, time: 10.439, data_time: 9.768, memory: 8809, top1_acc: 0.6060, top5_acc: 0.8174, loss_cls: 1.6395, loss: 1.6395, grad_norm: 5.3395 2021-03-14 07:15:28,534 - mmaction - INFO - Epoch [38][40/1253] lr: 7.500e-03, eta: 16:48:54, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6216, top5_acc: 0.8354, loss_cls: 1.5733, loss: 1.5733, grad_norm: 5.2492 2021-03-14 07:15:40,681 - mmaction - INFO - Epoch [38][60/1253] lr: 7.500e-03, eta: 16:48:33, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.6229, top5_acc: 0.8294, loss_cls: 1.5729, loss: 1.5729, grad_norm: 5.2073 2021-03-14 07:15:52,841 - mmaction - INFO - Epoch [38][80/1253] lr: 7.500e-03, eta: 16:48:12, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6177, top5_acc: 0.8174, loss_cls: 1.6030, loss: 1.6030, grad_norm: 5.3662 2021-03-14 07:16:05,015 - mmaction - INFO - Epoch [38][100/1253] lr: 7.500e-03, eta: 16:47:52, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.6188, top5_acc: 0.8221, loss_cls: 1.6174, loss: 1.6174, grad_norm: 5.3238 2021-03-14 07:16:17,243 - mmaction - INFO - Epoch [38][120/1253] lr: 7.500e-03, eta: 16:47:31, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6135, top5_acc: 0.8211, loss_cls: 1.6196, loss: 1.6196, grad_norm: 5.4267 2021-03-14 07:16:29,354 - mmaction - INFO - Epoch [38][140/1253] lr: 7.500e-03, eta: 16:47:10, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6292, top5_acc: 0.8318, loss_cls: 1.5650, loss: 1.5650, grad_norm: 5.2479 2021-03-14 07:16:41,638 - mmaction - INFO - Epoch [38][160/1253] lr: 7.500e-03, eta: 16:46:50, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6057, top5_acc: 0.8237, loss_cls: 1.6244, loss: 1.6244, grad_norm: 5.3547 2021-03-14 07:16:53,886 - mmaction - INFO - Epoch [38][180/1253] lr: 7.500e-03, eta: 16:46:29, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6260, top5_acc: 0.8279, loss_cls: 1.5605, loss: 1.5605, grad_norm: 5.3157 2021-03-14 07:17:06,022 - mmaction - INFO - Epoch [38][200/1253] lr: 7.500e-03, eta: 16:46:08, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.6096, top5_acc: 0.8190, loss_cls: 1.6342, loss: 1.6342, grad_norm: 5.5135 2021-03-14 07:17:18,105 - mmaction - INFO - Epoch [38][220/1253] lr: 7.500e-03, eta: 16:45:48, time: 0.604, data_time: 0.001, memory: 8809, top1_acc: 0.6182, top5_acc: 0.8198, loss_cls: 1.5991, loss: 1.5991, grad_norm: 5.3687 2021-03-14 07:17:30,418 - mmaction - INFO - Epoch [38][240/1253] lr: 7.500e-03, eta: 16:45:27, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6049, top5_acc: 0.8198, loss_cls: 1.6470, loss: 1.6470, grad_norm: 5.4391 2021-03-14 07:17:42,742 - mmaction - INFO - Epoch [38][260/1253] lr: 7.500e-03, eta: 16:45:07, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6141, top5_acc: 0.8216, loss_cls: 1.6184, loss: 1.6184, grad_norm: 5.3562 2021-03-14 07:17:54,913 - mmaction - INFO - Epoch [38][280/1253] lr: 7.500e-03, eta: 16:44:46, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6135, top5_acc: 0.8232, loss_cls: 1.6154, loss: 1.6154, grad_norm: 5.3352 2021-03-14 07:18:07,158 - mmaction - INFO - Epoch [38][300/1253] lr: 7.500e-03, eta: 16:44:26, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6138, top5_acc: 0.8133, loss_cls: 1.6400, loss: 1.6400, grad_norm: 5.3806 2021-03-14 07:18:19,389 - mmaction - INFO - Epoch [38][320/1253] lr: 7.500e-03, eta: 16:44:05, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6107, top5_acc: 0.8128, loss_cls: 1.6325, loss: 1.6325, grad_norm: 5.4282 2021-03-14 07:18:31,714 - mmaction - INFO - Epoch [38][340/1253] lr: 7.500e-03, eta: 16:43:45, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6122, top5_acc: 0.8266, loss_cls: 1.6099, loss: 1.6099, grad_norm: 5.3610 2021-03-14 07:18:44,042 - mmaction - INFO - Epoch [38][360/1253] lr: 7.500e-03, eta: 16:43:24, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6172, top5_acc: 0.8307, loss_cls: 1.5953, loss: 1.5953, grad_norm: 5.3692 2021-03-14 07:18:56,439 - mmaction - INFO - Epoch [38][380/1253] lr: 7.500e-03, eta: 16:43:04, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.6161, top5_acc: 0.8214, loss_cls: 1.6109, loss: 1.6109, grad_norm: 5.3648 2021-03-14 07:19:08,720 - mmaction - INFO - Epoch [38][400/1253] lr: 7.500e-03, eta: 16:42:44, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6109, top5_acc: 0.8133, loss_cls: 1.6458, loss: 1.6458, grad_norm: 5.3464 2021-03-14 07:19:21,021 - mmaction - INFO - Epoch [38][420/1253] lr: 7.500e-03, eta: 16:42:23, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6201, top5_acc: 0.8224, loss_cls: 1.6116, loss: 1.6116, grad_norm: 5.2934 2021-03-14 07:19:33,242 - mmaction - INFO - Epoch [38][440/1253] lr: 7.500e-03, eta: 16:42:03, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6148, top5_acc: 0.8190, loss_cls: 1.6457, loss: 1.6457, grad_norm: 5.3656 2021-03-14 07:19:45,377 - mmaction - INFO - Epoch [38][460/1253] lr: 7.500e-03, eta: 16:41:42, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6008, top5_acc: 0.8159, loss_cls: 1.6355, loss: 1.6355, grad_norm: 5.3779 2021-03-14 07:19:57,658 - mmaction - INFO - Epoch [38][480/1253] lr: 7.500e-03, eta: 16:41:22, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6094, top5_acc: 0.8159, loss_cls: 1.6548, loss: 1.6548, grad_norm: 5.3709 2021-03-14 07:20:09,956 - mmaction - INFO - Epoch [38][500/1253] lr: 7.500e-03, eta: 16:41:01, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6076, top5_acc: 0.8078, loss_cls: 1.6797, loss: 1.6797, grad_norm: 5.3764 2021-03-14 07:20:22,107 - mmaction - INFO - Epoch [38][520/1253] lr: 7.500e-03, eta: 16:40:41, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6120, top5_acc: 0.8206, loss_cls: 1.6248, loss: 1.6248, grad_norm: 5.3896 2021-03-14 07:20:34,445 - mmaction - INFO - Epoch [38][540/1253] lr: 7.500e-03, eta: 16:40:20, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5979, top5_acc: 0.8089, loss_cls: 1.6916, loss: 1.6916, grad_norm: 5.5237 2021-03-14 07:20:46,749 - mmaction - INFO - Epoch [38][560/1253] lr: 7.500e-03, eta: 16:40:00, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.5997, top5_acc: 0.8167, loss_cls: 1.6759, loss: 1.6759, grad_norm: 5.4182 2021-03-14 07:20:58,956 - mmaction - INFO - Epoch [38][580/1253] lr: 7.500e-03, eta: 16:39:40, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6117, top5_acc: 0.8159, loss_cls: 1.6574, loss: 1.6574, grad_norm: 5.3799 2021-03-14 07:21:11,222 - mmaction - INFO - Epoch [38][600/1253] lr: 7.500e-03, eta: 16:39:19, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6044, top5_acc: 0.8115, loss_cls: 1.6757, loss: 1.6757, grad_norm: 5.5184 2021-03-14 07:21:23,625 - mmaction - INFO - Epoch [38][620/1253] lr: 7.500e-03, eta: 16:38:59, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6036, top5_acc: 0.8190, loss_cls: 1.6514, loss: 1.6514, grad_norm: 5.5327 2021-03-14 07:21:35,939 - mmaction - INFO - Epoch [38][640/1253] lr: 7.500e-03, eta: 16:38:39, time: 0.617, data_time: 0.004, memory: 8809, top1_acc: 0.6115, top5_acc: 0.8174, loss_cls: 1.6287, loss: 1.6287, grad_norm: 5.3852 2021-03-14 07:21:48,120 - mmaction - INFO - Epoch [38][660/1253] lr: 7.500e-03, eta: 16:38:18, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6154, top5_acc: 0.8229, loss_cls: 1.6349, loss: 1.6349, grad_norm: 5.4048 2021-03-14 07:22:00,424 - mmaction - INFO - Epoch [38][680/1253] lr: 7.500e-03, eta: 16:37:58, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6109, top5_acc: 0.8229, loss_cls: 1.6309, loss: 1.6309, grad_norm: 5.4799 2021-03-14 07:22:12,782 - mmaction - INFO - Epoch [38][700/1253] lr: 7.500e-03, eta: 16:37:38, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6107, top5_acc: 0.8240, loss_cls: 1.6238, loss: 1.6238, grad_norm: 5.4413 2021-03-14 07:22:25,130 - mmaction - INFO - Epoch [38][720/1253] lr: 7.500e-03, eta: 16:37:18, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.6013, top5_acc: 0.8102, loss_cls: 1.6890, loss: 1.6890, grad_norm: 5.4270 2021-03-14 07:22:37,324 - mmaction - INFO - Epoch [38][740/1253] lr: 7.500e-03, eta: 16:36:57, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6062, top5_acc: 0.8286, loss_cls: 1.6301, loss: 1.6301, grad_norm: 5.4002 2021-03-14 07:22:49,645 - mmaction - INFO - Epoch [38][760/1253] lr: 7.500e-03, eta: 16:36:37, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6112, top5_acc: 0.8112, loss_cls: 1.6508, loss: 1.6508, grad_norm: 5.3943 2021-03-14 07:23:01,847 - mmaction - INFO - Epoch [38][780/1253] lr: 7.500e-03, eta: 16:36:16, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6214, top5_acc: 0.8185, loss_cls: 1.6231, loss: 1.6231, grad_norm: 5.2476 2021-03-14 07:23:14,035 - mmaction - INFO - Epoch [38][800/1253] lr: 7.500e-03, eta: 16:35:56, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6141, top5_acc: 0.8042, loss_cls: 1.6672, loss: 1.6672, grad_norm: 5.3139 2021-03-14 07:23:26,289 - mmaction - INFO - Epoch [38][820/1253] lr: 7.500e-03, eta: 16:35:36, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6167, top5_acc: 0.8159, loss_cls: 1.6477, loss: 1.6477, grad_norm: 5.4467 2021-03-14 07:23:38,547 - mmaction - INFO - Epoch [38][840/1253] lr: 7.500e-03, eta: 16:35:15, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6177, top5_acc: 0.8281, loss_cls: 1.6216, loss: 1.6216, grad_norm: 5.3703 2021-03-14 07:23:50,809 - mmaction - INFO - Epoch [38][860/1253] lr: 7.500e-03, eta: 16:34:55, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6177, top5_acc: 0.8167, loss_cls: 1.6496, loss: 1.6496, grad_norm: 5.3927 2021-03-14 07:24:02,991 - mmaction - INFO - Epoch [38][880/1253] lr: 7.500e-03, eta: 16:34:35, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.6143, top5_acc: 0.8120, loss_cls: 1.6502, loss: 1.6502, grad_norm: 5.3780 2021-03-14 07:24:15,313 - mmaction - INFO - Epoch [38][900/1253] lr: 7.500e-03, eta: 16:34:14, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6154, top5_acc: 0.8268, loss_cls: 1.6099, loss: 1.6099, grad_norm: 5.3693 2021-03-14 07:24:27,632 - mmaction - INFO - Epoch [38][920/1253] lr: 7.500e-03, eta: 16:33:54, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6104, top5_acc: 0.8221, loss_cls: 1.6282, loss: 1.6282, grad_norm: 5.3192 2021-03-14 07:24:39,943 - mmaction - INFO - Epoch [38][940/1253] lr: 7.500e-03, eta: 16:33:34, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6096, top5_acc: 0.8174, loss_cls: 1.6624, loss: 1.6624, grad_norm: 5.3633 2021-03-14 07:24:52,149 - mmaction - INFO - Epoch [38][960/1253] lr: 7.500e-03, eta: 16:33:14, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6156, top5_acc: 0.8229, loss_cls: 1.6273, loss: 1.6273, grad_norm: 5.3911 2021-03-14 07:25:04,378 - mmaction - INFO - Epoch [38][980/1253] lr: 7.500e-03, eta: 16:32:53, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6130, top5_acc: 0.8203, loss_cls: 1.6509, loss: 1.6509, grad_norm: 5.4343 2021-03-14 07:25:16,711 - mmaction - INFO - Epoch [38][1000/1253] lr: 7.500e-03, eta: 16:32:33, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6036, top5_acc: 0.8177, loss_cls: 1.6726, loss: 1.6726, grad_norm: 5.4393 2021-03-14 07:25:29,014 - mmaction - INFO - Epoch [38][1020/1253] lr: 7.500e-03, eta: 16:32:13, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6143, top5_acc: 0.8216, loss_cls: 1.6205, loss: 1.6205, grad_norm: 5.3839 2021-03-14 07:25:41,201 - mmaction - INFO - Epoch [38][1040/1253] lr: 7.500e-03, eta: 16:31:53, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6073, top5_acc: 0.8148, loss_cls: 1.6609, loss: 1.6609, grad_norm: 5.4284 2021-03-14 07:25:53,398 - mmaction - INFO - Epoch [38][1060/1253] lr: 7.500e-03, eta: 16:31:32, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6003, top5_acc: 0.8112, loss_cls: 1.6856, loss: 1.6856, grad_norm: 5.4949 2021-03-14 07:26:05,644 - mmaction - INFO - Epoch [38][1080/1253] lr: 7.500e-03, eta: 16:31:12, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6180, top5_acc: 0.8187, loss_cls: 1.6190, loss: 1.6190, grad_norm: 5.3694 2021-03-14 07:26:17,904 - mmaction - INFO - Epoch [38][1100/1253] lr: 7.500e-03, eta: 16:30:52, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.5997, top5_acc: 0.8180, loss_cls: 1.6586, loss: 1.6586, grad_norm: 5.4214 2021-03-14 07:26:31,021 - mmaction - INFO - Epoch [38][1120/1253] lr: 7.500e-03, eta: 16:30:33, time: 0.656, data_time: 0.002, memory: 8809, top1_acc: 0.6190, top5_acc: 0.8247, loss_cls: 1.6235, loss: 1.6235, grad_norm: 5.3427 2021-03-14 07:26:43,168 - mmaction - INFO - Epoch [38][1140/1253] lr: 7.500e-03, eta: 16:30:13, time: 0.607, data_time: 0.003, memory: 8809, top1_acc: 0.5943, top5_acc: 0.8031, loss_cls: 1.7165, loss: 1.7165, grad_norm: 5.4743 2021-03-14 07:26:55,335 - mmaction - INFO - Epoch [38][1160/1253] lr: 7.500e-03, eta: 16:29:52, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6174, top5_acc: 0.8172, loss_cls: 1.6688, loss: 1.6688, grad_norm: 5.3578 2021-03-14 07:27:07,674 - mmaction - INFO - Epoch [38][1180/1253] lr: 7.500e-03, eta: 16:29:32, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.5977, top5_acc: 0.8138, loss_cls: 1.6740, loss: 1.6740, grad_norm: 5.4333 2021-03-14 07:27:19,834 - mmaction - INFO - Epoch [38][1200/1253] lr: 7.500e-03, eta: 16:29:12, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6031, top5_acc: 0.8161, loss_cls: 1.6504, loss: 1.6504, grad_norm: 5.4212 2021-03-14 07:27:31,974 - mmaction - INFO - Epoch [38][1220/1253] lr: 7.500e-03, eta: 16:28:51, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.6099, top5_acc: 0.8169, loss_cls: 1.6430, loss: 1.6430, grad_norm: 5.3965 2021-03-14 07:27:44,172 - mmaction - INFO - Epoch [38][1240/1253] lr: 7.500e-03, eta: 16:28:31, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6141, top5_acc: 0.8201, loss_cls: 1.6089, loss: 1.6089, grad_norm: 5.3297 2021-03-14 07:31:19,417 - mmaction - INFO - Epoch [39][20/1253] lr: 7.500e-03, eta: 16:33:00, time: 10.285, data_time: 9.594, memory: 8809, top1_acc: 0.6081, top5_acc: 0.8211, loss_cls: 1.6477, loss: 1.6477, grad_norm: 5.4293 2021-03-14 07:31:31,636 - mmaction - INFO - Epoch [39][40/1253] lr: 7.500e-03, eta: 16:32:40, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6065, top5_acc: 0.8195, loss_cls: 1.6394, loss: 1.6394, grad_norm: 5.4251 2021-03-14 07:31:43,869 - mmaction - INFO - Epoch [39][60/1253] lr: 7.500e-03, eta: 16:32:19, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6185, top5_acc: 0.8276, loss_cls: 1.5883, loss: 1.5883, grad_norm: 5.3082 2021-03-14 07:31:56,177 - mmaction - INFO - Epoch [39][80/1253] lr: 7.500e-03, eta: 16:31:59, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6292, top5_acc: 0.8357, loss_cls: 1.5621, loss: 1.5621, grad_norm: 5.3390 2021-03-14 07:32:08,439 - mmaction - INFO - Epoch [39][100/1253] lr: 7.500e-03, eta: 16:31:39, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6234, top5_acc: 0.8250, loss_cls: 1.5820, loss: 1.5820, grad_norm: 5.2387 2021-03-14 07:32:20,651 - mmaction - INFO - Epoch [39][120/1253] lr: 7.500e-03, eta: 16:31:18, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6167, top5_acc: 0.8255, loss_cls: 1.5757, loss: 1.5757, grad_norm: 5.3362 2021-03-14 07:32:32,912 - mmaction - INFO - Epoch [39][140/1253] lr: 7.500e-03, eta: 16:30:58, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6120, top5_acc: 0.8326, loss_cls: 1.6011, loss: 1.6011, grad_norm: 5.4209 2021-03-14 07:32:45,153 - mmaction - INFO - Epoch [39][160/1253] lr: 7.500e-03, eta: 16:30:38, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6182, top5_acc: 0.8172, loss_cls: 1.6236, loss: 1.6236, grad_norm: 5.3859 2021-03-14 07:32:57,408 - mmaction - INFO - Epoch [39][180/1253] lr: 7.500e-03, eta: 16:30:17, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6135, top5_acc: 0.8094, loss_cls: 1.6473, loss: 1.6473, grad_norm: 5.2848 2021-03-14 07:33:09,785 - mmaction - INFO - Epoch [39][200/1253] lr: 7.500e-03, eta: 16:29:57, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6070, top5_acc: 0.8172, loss_cls: 1.6217, loss: 1.6217, grad_norm: 5.4506 2021-03-14 07:33:22,003 - mmaction - INFO - Epoch [39][220/1253] lr: 7.500e-03, eta: 16:29:37, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6206, top5_acc: 0.8354, loss_cls: 1.5552, loss: 1.5552, grad_norm: 5.2839 2021-03-14 07:33:34,375 - mmaction - INFO - Epoch [39][240/1253] lr: 7.500e-03, eta: 16:29:17, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.6201, top5_acc: 0.8292, loss_cls: 1.5869, loss: 1.5869, grad_norm: 5.3966 2021-03-14 07:33:46,570 - mmaction - INFO - Epoch [39][260/1253] lr: 7.500e-03, eta: 16:28:56, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6307, top5_acc: 0.8232, loss_cls: 1.5680, loss: 1.5680, grad_norm: 5.2546 2021-03-14 07:33:58,765 - mmaction - INFO - Epoch [39][280/1253] lr: 7.500e-03, eta: 16:28:36, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6094, top5_acc: 0.8229, loss_cls: 1.6410, loss: 1.6410, grad_norm: 5.3663 2021-03-14 07:34:11,095 - mmaction - INFO - Epoch [39][300/1253] lr: 7.500e-03, eta: 16:28:16, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6333, top5_acc: 0.8318, loss_cls: 1.5574, loss: 1.5574, grad_norm: 5.2918 2021-03-14 07:34:23,347 - mmaction - INFO - Epoch [39][320/1253] lr: 7.500e-03, eta: 16:27:56, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6102, top5_acc: 0.8120, loss_cls: 1.6566, loss: 1.6566, grad_norm: 5.3880 2021-03-14 07:34:35,440 - mmaction - INFO - Epoch [39][340/1253] lr: 7.500e-03, eta: 16:27:35, time: 0.605, data_time: 0.001, memory: 8809, top1_acc: 0.6049, top5_acc: 0.8148, loss_cls: 1.6583, loss: 1.6583, grad_norm: 5.4623 2021-03-14 07:34:47,678 - mmaction - INFO - Epoch [39][360/1253] lr: 7.500e-03, eta: 16:27:15, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6242, top5_acc: 0.8318, loss_cls: 1.5883, loss: 1.5883, grad_norm: 5.3333 2021-03-14 07:35:00,054 - mmaction - INFO - Epoch [39][380/1253] lr: 7.500e-03, eta: 16:26:55, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.6185, top5_acc: 0.8242, loss_cls: 1.6128, loss: 1.6128, grad_norm: 5.3770 2021-03-14 07:35:12,394 - mmaction - INFO - Epoch [39][400/1253] lr: 7.500e-03, eta: 16:26:35, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.6120, top5_acc: 0.8221, loss_cls: 1.6244, loss: 1.6244, grad_norm: 5.4040 2021-03-14 07:35:24,586 - mmaction - INFO - Epoch [39][420/1253] lr: 7.500e-03, eta: 16:26:14, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6070, top5_acc: 0.8206, loss_cls: 1.6337, loss: 1.6337, grad_norm: 5.3462 2021-03-14 07:35:36,808 - mmaction - INFO - Epoch [39][440/1253] lr: 7.500e-03, eta: 16:25:54, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6172, top5_acc: 0.8289, loss_cls: 1.5804, loss: 1.5804, grad_norm: 5.4046 2021-03-14 07:35:49,212 - mmaction - INFO - Epoch [39][460/1253] lr: 7.500e-03, eta: 16:25:34, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.6185, top5_acc: 0.8359, loss_cls: 1.5594, loss: 1.5594, grad_norm: 5.3519 2021-03-14 07:36:01,494 - mmaction - INFO - Epoch [39][480/1253] lr: 7.500e-03, eta: 16:25:14, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6284, top5_acc: 0.8328, loss_cls: 1.5535, loss: 1.5535, grad_norm: 5.2730 2021-03-14 07:36:13,657 - mmaction - INFO - Epoch [39][500/1253] lr: 7.500e-03, eta: 16:24:53, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.6161, top5_acc: 0.8281, loss_cls: 1.5971, loss: 1.5971, grad_norm: 5.3012 2021-03-14 07:36:25,956 - mmaction - INFO - Epoch [39][520/1253] lr: 7.500e-03, eta: 16:24:33, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6133, top5_acc: 0.8201, loss_cls: 1.6254, loss: 1.6254, grad_norm: 5.4356 2021-03-14 07:36:38,215 - mmaction - INFO - Epoch [39][540/1253] lr: 7.500e-03, eta: 16:24:13, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6188, top5_acc: 0.8174, loss_cls: 1.6304, loss: 1.6304, grad_norm: 5.4107 2021-03-14 07:36:50,461 - mmaction - INFO - Epoch [39][560/1253] lr: 7.500e-03, eta: 16:23:53, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6172, top5_acc: 0.8268, loss_cls: 1.5959, loss: 1.5959, grad_norm: 5.3351 2021-03-14 07:37:02,671 - mmaction - INFO - Epoch [39][580/1253] lr: 7.500e-03, eta: 16:23:33, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6018, top5_acc: 0.8180, loss_cls: 1.6623, loss: 1.6623, grad_norm: 5.4849 2021-03-14 07:37:14,823 - mmaction - INFO - Epoch [39][600/1253] lr: 7.500e-03, eta: 16:23:12, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6135, top5_acc: 0.8302, loss_cls: 1.5798, loss: 1.5798, grad_norm: 5.3464 2021-03-14 07:37:27,061 - mmaction - INFO - Epoch [39][620/1253] lr: 7.500e-03, eta: 16:22:52, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6117, top5_acc: 0.8177, loss_cls: 1.6354, loss: 1.6354, grad_norm: 5.3913 2021-03-14 07:37:39,359 - mmaction - INFO - Epoch [39][640/1253] lr: 7.500e-03, eta: 16:22:32, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6206, top5_acc: 0.8211, loss_cls: 1.6175, loss: 1.6175, grad_norm: 5.3032 2021-03-14 07:37:51,709 - mmaction - INFO - Epoch [39][660/1253] lr: 7.500e-03, eta: 16:22:12, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6070, top5_acc: 0.8151, loss_cls: 1.6711, loss: 1.6711, grad_norm: 5.4679 2021-03-14 07:38:03,996 - mmaction - INFO - Epoch [39][680/1253] lr: 7.500e-03, eta: 16:21:52, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6227, top5_acc: 0.8201, loss_cls: 1.6012, loss: 1.6012, grad_norm: 5.3793 2021-03-14 07:38:16,261 - mmaction - INFO - Epoch [39][700/1253] lr: 7.500e-03, eta: 16:21:32, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6115, top5_acc: 0.8094, loss_cls: 1.6654, loss: 1.6654, grad_norm: 5.4814 2021-03-14 07:38:28,472 - mmaction - INFO - Epoch [39][720/1253] lr: 7.500e-03, eta: 16:21:11, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6102, top5_acc: 0.8195, loss_cls: 1.6518, loss: 1.6518, grad_norm: 5.4615 2021-03-14 07:38:40,730 - mmaction - INFO - Epoch [39][740/1253] lr: 7.500e-03, eta: 16:20:51, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6271, top5_acc: 0.8211, loss_cls: 1.6073, loss: 1.6073, grad_norm: 5.2662 2021-03-14 07:38:52,976 - mmaction - INFO - Epoch [39][760/1253] lr: 7.500e-03, eta: 16:20:31, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6349, top5_acc: 0.8276, loss_cls: 1.5984, loss: 1.5984, grad_norm: 5.3730 2021-03-14 07:39:05,173 - mmaction - INFO - Epoch [39][780/1253] lr: 7.500e-03, eta: 16:20:11, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5906, top5_acc: 0.8102, loss_cls: 1.7002, loss: 1.7002, grad_norm: 5.5029 2021-03-14 07:39:17,311 - mmaction - INFO - Epoch [39][800/1253] lr: 7.500e-03, eta: 16:19:51, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6201, top5_acc: 0.8219, loss_cls: 1.6067, loss: 1.6067, grad_norm: 5.3424 2021-03-14 07:39:29,492 - mmaction - INFO - Epoch [39][820/1253] lr: 7.500e-03, eta: 16:19:30, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6070, top5_acc: 0.8193, loss_cls: 1.6416, loss: 1.6416, grad_norm: 5.5229 2021-03-14 07:39:41,809 - mmaction - INFO - Epoch [39][840/1253] lr: 7.500e-03, eta: 16:19:10, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6078, top5_acc: 0.8174, loss_cls: 1.6524, loss: 1.6524, grad_norm: 5.4044 2021-03-14 07:39:54,051 - mmaction - INFO - Epoch [39][860/1253] lr: 7.500e-03, eta: 16:18:50, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6065, top5_acc: 0.8146, loss_cls: 1.6361, loss: 1.6361, grad_norm: 5.4588 2021-03-14 07:40:06,296 - mmaction - INFO - Epoch [39][880/1253] lr: 7.500e-03, eta: 16:18:30, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6135, top5_acc: 0.8206, loss_cls: 1.6283, loss: 1.6283, grad_norm: 5.4627 2021-03-14 07:40:18,616 - mmaction - INFO - Epoch [39][900/1253] lr: 7.500e-03, eta: 16:18:10, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6135, top5_acc: 0.8263, loss_cls: 1.5962, loss: 1.5962, grad_norm: 5.4261 2021-03-14 07:40:30,874 - mmaction - INFO - Epoch [39][920/1253] lr: 7.500e-03, eta: 16:17:50, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6135, top5_acc: 0.8203, loss_cls: 1.6079, loss: 1.6079, grad_norm: 5.4480 2021-03-14 07:40:43,067 - mmaction - INFO - Epoch [39][940/1253] lr: 7.500e-03, eta: 16:17:30, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6076, top5_acc: 0.8190, loss_cls: 1.6249, loss: 1.6249, grad_norm: 5.4657 2021-03-14 07:40:55,131 - mmaction - INFO - Epoch [39][960/1253] lr: 7.500e-03, eta: 16:17:09, time: 0.603, data_time: 0.002, memory: 8809, top1_acc: 0.6107, top5_acc: 0.8151, loss_cls: 1.6491, loss: 1.6491, grad_norm: 5.4460 2021-03-14 07:41:07,388 - mmaction - INFO - Epoch [39][980/1253] lr: 7.500e-03, eta: 16:16:49, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6094, top5_acc: 0.8201, loss_cls: 1.6320, loss: 1.6320, grad_norm: 5.4195 2021-03-14 07:41:19,706 - mmaction - INFO - Epoch [39][1000/1253] lr: 7.500e-03, eta: 16:16:29, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6141, top5_acc: 0.8167, loss_cls: 1.6111, loss: 1.6111, grad_norm: 5.3700 2021-03-14 07:41:31,889 - mmaction - INFO - Epoch [39][1020/1253] lr: 7.500e-03, eta: 16:16:09, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6070, top5_acc: 0.8120, loss_cls: 1.6817, loss: 1.6817, grad_norm: 5.3803 2021-03-14 07:41:44,009 - mmaction - INFO - Epoch [39][1040/1253] lr: 7.500e-03, eta: 16:15:49, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.6062, top5_acc: 0.8156, loss_cls: 1.6542, loss: 1.6542, grad_norm: 5.4279 2021-03-14 07:41:56,216 - mmaction - INFO - Epoch [39][1060/1253] lr: 7.500e-03, eta: 16:15:29, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6089, top5_acc: 0.8057, loss_cls: 1.6762, loss: 1.6762, grad_norm: 5.4408 2021-03-14 07:42:08,545 - mmaction - INFO - Epoch [39][1080/1253] lr: 7.500e-03, eta: 16:15:09, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6089, top5_acc: 0.8104, loss_cls: 1.6613, loss: 1.6613, grad_norm: 5.4254 2021-03-14 07:42:20,828 - mmaction - INFO - Epoch [39][1100/1253] lr: 7.500e-03, eta: 16:14:49, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6026, top5_acc: 0.8151, loss_cls: 1.6749, loss: 1.6749, grad_norm: 5.4340 2021-03-14 07:42:33,060 - mmaction - INFO - Epoch [39][1120/1253] lr: 7.500e-03, eta: 16:14:29, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6081, top5_acc: 0.8091, loss_cls: 1.6562, loss: 1.6562, grad_norm: 5.4150 2021-03-14 07:42:45,304 - mmaction - INFO - Epoch [39][1140/1253] lr: 7.500e-03, eta: 16:14:09, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5951, top5_acc: 0.8125, loss_cls: 1.7126, loss: 1.7126, grad_norm: 5.4593 2021-03-14 07:42:57,393 - mmaction - INFO - Epoch [39][1160/1253] lr: 7.500e-03, eta: 16:13:49, time: 0.604, data_time: 0.001, memory: 8809, top1_acc: 0.6135, top5_acc: 0.8195, loss_cls: 1.6558, loss: 1.6558, grad_norm: 5.3004 2021-03-14 07:43:09,631 - mmaction - INFO - Epoch [39][1180/1253] lr: 7.500e-03, eta: 16:13:29, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6081, top5_acc: 0.8130, loss_cls: 1.6616, loss: 1.6616, grad_norm: 5.3709 2021-03-14 07:43:21,754 - mmaction - INFO - Epoch [39][1200/1253] lr: 7.500e-03, eta: 16:13:08, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.6073, top5_acc: 0.8289, loss_cls: 1.6168, loss: 1.6168, grad_norm: 5.3714 2021-03-14 07:43:33,989 - mmaction - INFO - Epoch [39][1220/1253] lr: 7.500e-03, eta: 16:12:48, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.5891, top5_acc: 0.8029, loss_cls: 1.7205, loss: 1.7205, grad_norm: 5.5307 2021-03-14 07:43:46,220 - mmaction - INFO - Epoch [39][1240/1253] lr: 7.500e-03, eta: 16:12:28, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6141, top5_acc: 0.8237, loss_cls: 1.6379, loss: 1.6379, grad_norm: 5.4064 2021-03-14 07:47:23,673 - mmaction - INFO - Epoch [40][20/1253] lr: 7.500e-03, eta: 16:16:49, time: 10.397, data_time: 9.708, memory: 8809, top1_acc: 0.6253, top5_acc: 0.8391, loss_cls: 1.5475, loss: 1.5475, grad_norm: 5.3296 2021-03-14 07:47:35,928 - mmaction - INFO - Epoch [40][40/1253] lr: 7.500e-03, eta: 16:16:29, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6211, top5_acc: 0.8164, loss_cls: 1.6005, loss: 1.6005, grad_norm: 5.3308 2021-03-14 07:47:48,251 - mmaction - INFO - Epoch [40][60/1253] lr: 7.500e-03, eta: 16:16:09, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6279, top5_acc: 0.8292, loss_cls: 1.5686, loss: 1.5686, grad_norm: 5.3483 2021-03-14 07:48:00,390 - mmaction - INFO - Epoch [40][80/1253] lr: 7.500e-03, eta: 16:15:48, time: 0.607, data_time: 0.003, memory: 8809, top1_acc: 0.6208, top5_acc: 0.8297, loss_cls: 1.5671, loss: 1.5671, grad_norm: 5.2787 2021-03-14 07:48:12,607 - mmaction - INFO - Epoch [40][100/1253] lr: 7.500e-03, eta: 16:15:28, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6281, top5_acc: 0.8352, loss_cls: 1.5442, loss: 1.5442, grad_norm: 5.3256 2021-03-14 07:48:24,748 - mmaction - INFO - Epoch [40][120/1253] lr: 7.500e-03, eta: 16:15:08, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.6211, top5_acc: 0.8195, loss_cls: 1.6129, loss: 1.6129, grad_norm: 5.3301 2021-03-14 07:48:37,080 - mmaction - INFO - Epoch [40][140/1253] lr: 7.500e-03, eta: 16:14:48, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6245, top5_acc: 0.8276, loss_cls: 1.5587, loss: 1.5587, grad_norm: 5.4544 2021-03-14 07:48:49,330 - mmaction - INFO - Epoch [40][160/1253] lr: 7.500e-03, eta: 16:14:28, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6237, top5_acc: 0.8292, loss_cls: 1.5867, loss: 1.5867, grad_norm: 5.3941 2021-03-14 07:49:01,652 - mmaction - INFO - Epoch [40][180/1253] lr: 7.500e-03, eta: 16:14:08, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6188, top5_acc: 0.8237, loss_cls: 1.5671, loss: 1.5671, grad_norm: 5.3150 2021-03-14 07:49:13,837 - mmaction - INFO - Epoch [40][200/1253] lr: 7.500e-03, eta: 16:13:47, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.6237, top5_acc: 0.8297, loss_cls: 1.5603, loss: 1.5603, grad_norm: 5.2624 2021-03-14 07:49:26,045 - mmaction - INFO - Epoch [40][220/1253] lr: 7.500e-03, eta: 16:13:27, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6107, top5_acc: 0.8227, loss_cls: 1.6269, loss: 1.6269, grad_norm: 5.4703 2021-03-14 07:49:38,205 - mmaction - INFO - Epoch [40][240/1253] lr: 7.500e-03, eta: 16:13:07, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6172, top5_acc: 0.8234, loss_cls: 1.5912, loss: 1.5912, grad_norm: 5.4562 2021-03-14 07:49:50,365 - mmaction - INFO - Epoch [40][260/1253] lr: 7.500e-03, eta: 16:12:47, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6247, top5_acc: 0.8187, loss_cls: 1.6324, loss: 1.6324, grad_norm: 5.3570 2021-03-14 07:50:02,569 - mmaction - INFO - Epoch [40][280/1253] lr: 7.500e-03, eta: 16:12:27, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6271, top5_acc: 0.8289, loss_cls: 1.5533, loss: 1.5533, grad_norm: 5.2492 2021-03-14 07:50:14,743 - mmaction - INFO - Epoch [40][300/1253] lr: 7.500e-03, eta: 16:12:06, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6206, top5_acc: 0.8177, loss_cls: 1.6113, loss: 1.6113, grad_norm: 5.4079 2021-03-14 07:50:26,934 - mmaction - INFO - Epoch [40][320/1253] lr: 7.500e-03, eta: 16:11:46, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6130, top5_acc: 0.8187, loss_cls: 1.6426, loss: 1.6426, grad_norm: 5.4212 2021-03-14 07:50:39,188 - mmaction - INFO - Epoch [40][340/1253] lr: 7.500e-03, eta: 16:11:26, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6167, top5_acc: 0.8187, loss_cls: 1.6167, loss: 1.6167, grad_norm: 5.3354 2021-03-14 07:50:51,456 - mmaction - INFO - Epoch [40][360/1253] lr: 7.500e-03, eta: 16:11:06, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6065, top5_acc: 0.8161, loss_cls: 1.6450, loss: 1.6450, grad_norm: 5.5082 2021-03-14 07:51:03,699 - mmaction - INFO - Epoch [40][380/1253] lr: 7.500e-03, eta: 16:10:46, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6206, top5_acc: 0.8297, loss_cls: 1.6001, loss: 1.6001, grad_norm: 5.4712 2021-03-14 07:51:15,920 - mmaction - INFO - Epoch [40][400/1253] lr: 7.500e-03, eta: 16:10:26, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6250, top5_acc: 0.8268, loss_cls: 1.5830, loss: 1.5830, grad_norm: 5.3333 2021-03-14 07:51:28,228 - mmaction - INFO - Epoch [40][420/1253] lr: 7.500e-03, eta: 16:10:06, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6180, top5_acc: 0.8224, loss_cls: 1.5988, loss: 1.5988, grad_norm: 5.3251 2021-03-14 07:51:40,490 - mmaction - INFO - Epoch [40][440/1253] lr: 7.500e-03, eta: 16:09:46, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.6062, top5_acc: 0.8159, loss_cls: 1.6564, loss: 1.6564, grad_norm: 5.4176 2021-03-14 07:51:52,670 - mmaction - INFO - Epoch [40][460/1253] lr: 7.500e-03, eta: 16:09:26, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6133, top5_acc: 0.8091, loss_cls: 1.6375, loss: 1.6375, grad_norm: 5.3777 2021-03-14 07:52:04,915 - mmaction - INFO - Epoch [40][480/1253] lr: 7.500e-03, eta: 16:09:06, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6148, top5_acc: 0.8211, loss_cls: 1.6235, loss: 1.6235, grad_norm: 5.4135 2021-03-14 07:52:17,052 - mmaction - INFO - Epoch [40][500/1253] lr: 7.500e-03, eta: 16:08:46, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6133, top5_acc: 0.8143, loss_cls: 1.6664, loss: 1.6664, grad_norm: 5.4192 2021-03-14 07:52:29,163 - mmaction - INFO - Epoch [40][520/1253] lr: 7.500e-03, eta: 16:08:25, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.6221, top5_acc: 0.8279, loss_cls: 1.6060, loss: 1.6060, grad_norm: 5.3846 2021-03-14 07:52:41,380 - mmaction - INFO - Epoch [40][540/1253] lr: 7.500e-03, eta: 16:08:05, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6044, top5_acc: 0.8198, loss_cls: 1.6250, loss: 1.6250, grad_norm: 5.3696 2021-03-14 07:52:53,690 - mmaction - INFO - Epoch [40][560/1253] lr: 7.500e-03, eta: 16:07:45, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6159, top5_acc: 0.8180, loss_cls: 1.6060, loss: 1.6060, grad_norm: 5.3497 2021-03-14 07:53:06,040 - mmaction - INFO - Epoch [40][580/1253] lr: 7.500e-03, eta: 16:07:26, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6044, top5_acc: 0.8151, loss_cls: 1.6493, loss: 1.6493, grad_norm: 5.5253 2021-03-14 07:53:18,219 - mmaction - INFO - Epoch [40][600/1253] lr: 7.500e-03, eta: 16:07:06, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.6216, top5_acc: 0.8326, loss_cls: 1.5847, loss: 1.5847, grad_norm: 5.3852 2021-03-14 07:53:30,366 - mmaction - INFO - Epoch [40][620/1253] lr: 7.500e-03, eta: 16:06:45, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6133, top5_acc: 0.8240, loss_cls: 1.6299, loss: 1.6299, grad_norm: 5.4663 2021-03-14 07:53:42,552 - mmaction - INFO - Epoch [40][640/1253] lr: 7.500e-03, eta: 16:06:25, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6057, top5_acc: 0.8193, loss_cls: 1.6220, loss: 1.6220, grad_norm: 5.4308 2021-03-14 07:53:54,712 - mmaction - INFO - Epoch [40][660/1253] lr: 7.500e-03, eta: 16:06:05, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6086, top5_acc: 0.8172, loss_cls: 1.6411, loss: 1.6411, grad_norm: 5.4688 2021-03-14 07:54:06,975 - mmaction - INFO - Epoch [40][680/1253] lr: 7.500e-03, eta: 16:05:45, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6102, top5_acc: 0.8138, loss_cls: 1.6170, loss: 1.6170, grad_norm: 5.4187 2021-03-14 07:54:19,150 - mmaction - INFO - Epoch [40][700/1253] lr: 7.500e-03, eta: 16:05:25, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6242, top5_acc: 0.8195, loss_cls: 1.6262, loss: 1.6262, grad_norm: 5.4554 2021-03-14 07:54:31,302 - mmaction - INFO - Epoch [40][720/1253] lr: 7.500e-03, eta: 16:05:05, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.6094, top5_acc: 0.8185, loss_cls: 1.6398, loss: 1.6398, grad_norm: 5.4262 2021-03-14 07:54:43,512 - mmaction - INFO - Epoch [40][740/1253] lr: 7.500e-03, eta: 16:04:45, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6091, top5_acc: 0.8229, loss_cls: 1.5934, loss: 1.5934, grad_norm: 5.3814 2021-03-14 07:54:55,752 - mmaction - INFO - Epoch [40][760/1253] lr: 7.500e-03, eta: 16:04:25, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6167, top5_acc: 0.8177, loss_cls: 1.6332, loss: 1.6332, grad_norm: 5.3507 2021-03-14 07:55:08,036 - mmaction - INFO - Epoch [40][780/1253] lr: 7.500e-03, eta: 16:04:05, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6159, top5_acc: 0.8125, loss_cls: 1.6489, loss: 1.6489, grad_norm: 5.3882 2021-03-14 07:55:20,253 - mmaction - INFO - Epoch [40][800/1253] lr: 7.500e-03, eta: 16:03:45, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6174, top5_acc: 0.8229, loss_cls: 1.6214, loss: 1.6214, grad_norm: 5.4565 2021-03-14 07:55:32,415 - mmaction - INFO - Epoch [40][820/1253] lr: 7.500e-03, eta: 16:03:25, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.5917, top5_acc: 0.8138, loss_cls: 1.6987, loss: 1.6987, grad_norm: 5.4967 2021-03-14 07:55:44,521 - mmaction - INFO - Epoch [40][840/1253] lr: 7.500e-03, eta: 16:03:05, time: 0.605, data_time: 0.002, memory: 8809, top1_acc: 0.6237, top5_acc: 0.8273, loss_cls: 1.5954, loss: 1.5954, grad_norm: 5.3028 2021-03-14 07:55:56,640 - mmaction - INFO - Epoch [40][860/1253] lr: 7.500e-03, eta: 16:02:45, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.6062, top5_acc: 0.8182, loss_cls: 1.6485, loss: 1.6485, grad_norm: 5.4404 2021-03-14 07:56:08,934 - mmaction - INFO - Epoch [40][880/1253] lr: 7.500e-03, eta: 16:02:25, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6083, top5_acc: 0.8242, loss_cls: 1.6276, loss: 1.6276, grad_norm: 5.3688 2021-03-14 07:56:21,186 - mmaction - INFO - Epoch [40][900/1253] lr: 7.500e-03, eta: 16:02:05, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6141, top5_acc: 0.8323, loss_cls: 1.5702, loss: 1.5702, grad_norm: 5.3859 2021-03-14 07:56:33,423 - mmaction - INFO - Epoch [40][920/1253] lr: 7.500e-03, eta: 16:01:45, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6003, top5_acc: 0.8122, loss_cls: 1.6788, loss: 1.6788, grad_norm: 5.4640 2021-03-14 07:56:45,670 - mmaction - INFO - Epoch [40][940/1253] lr: 7.500e-03, eta: 16:01:25, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.5971, top5_acc: 0.8161, loss_cls: 1.6562, loss: 1.6562, grad_norm: 5.3838 2021-03-14 07:56:57,825 - mmaction - INFO - Epoch [40][960/1253] lr: 7.500e-03, eta: 16:01:05, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.6099, top5_acc: 0.8240, loss_cls: 1.6359, loss: 1.6359, grad_norm: 5.4372 2021-03-14 07:57:10,008 - mmaction - INFO - Epoch [40][980/1253] lr: 7.500e-03, eta: 16:00:46, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6141, top5_acc: 0.8203, loss_cls: 1.6098, loss: 1.6098, grad_norm: 5.3290 2021-03-14 07:57:22,226 - mmaction - INFO - Epoch [40][1000/1253] lr: 7.500e-03, eta: 16:00:26, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6245, top5_acc: 0.8255, loss_cls: 1.5926, loss: 1.5926, grad_norm: 5.3219 2021-03-14 07:57:34,489 - mmaction - INFO - Epoch [40][1020/1253] lr: 7.500e-03, eta: 16:00:06, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6115, top5_acc: 0.8206, loss_cls: 1.6667, loss: 1.6667, grad_norm: 5.4142 2021-03-14 07:57:46,703 - mmaction - INFO - Epoch [40][1040/1253] lr: 7.500e-03, eta: 15:59:46, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6125, top5_acc: 0.8206, loss_cls: 1.6136, loss: 1.6136, grad_norm: 5.3884 2021-03-14 07:57:58,916 - mmaction - INFO - Epoch [40][1060/1253] lr: 7.500e-03, eta: 15:59:26, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6073, top5_acc: 0.8253, loss_cls: 1.6318, loss: 1.6318, grad_norm: 5.3866 2021-03-14 07:58:11,013 - mmaction - INFO - Epoch [40][1080/1253] lr: 7.500e-03, eta: 15:59:06, time: 0.604, data_time: 0.001, memory: 8809, top1_acc: 0.6122, top5_acc: 0.8180, loss_cls: 1.6374, loss: 1.6374, grad_norm: 5.3152 2021-03-14 07:58:23,189 - mmaction - INFO - Epoch [40][1100/1253] lr: 7.500e-03, eta: 15:58:46, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.6107, top5_acc: 0.8133, loss_cls: 1.6867, loss: 1.6867, grad_norm: 5.3890 2021-03-14 07:58:35,459 - mmaction - INFO - Epoch [40][1120/1253] lr: 7.500e-03, eta: 15:58:26, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6008, top5_acc: 0.8122, loss_cls: 1.6759, loss: 1.6759, grad_norm: 5.4269 2021-03-14 07:58:47,671 - mmaction - INFO - Epoch [40][1140/1253] lr: 7.500e-03, eta: 15:58:06, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.5990, top5_acc: 0.8141, loss_cls: 1.6705, loss: 1.6705, grad_norm: 5.4020 2021-03-14 07:58:59,816 - mmaction - INFO - Epoch [40][1160/1253] lr: 7.500e-03, eta: 15:57:46, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.6031, top5_acc: 0.8185, loss_cls: 1.6496, loss: 1.6496, grad_norm: 5.4050 2021-03-14 07:59:11,990 - mmaction - INFO - Epoch [40][1180/1253] lr: 7.500e-03, eta: 15:57:26, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.6141, top5_acc: 0.8206, loss_cls: 1.6298, loss: 1.6298, grad_norm: 5.4599 2021-03-14 07:59:24,317 - mmaction - INFO - Epoch [40][1200/1253] lr: 7.500e-03, eta: 15:57:07, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6010, top5_acc: 0.8154, loss_cls: 1.6500, loss: 1.6500, grad_norm: 5.3723 2021-03-14 07:59:36,641 - mmaction - INFO - Epoch [40][1220/1253] lr: 7.500e-03, eta: 15:56:47, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6180, top5_acc: 0.8258, loss_cls: 1.6019, loss: 1.6019, grad_norm: 5.3067 2021-03-14 07:59:48,880 - mmaction - INFO - Epoch [40][1240/1253] lr: 7.500e-03, eta: 15:56:27, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6177, top5_acc: 0.8234, loss_cls: 1.6391, loss: 1.6391, grad_norm: 5.3733 2021-03-14 07:59:58,532 - mmaction - INFO - Saving checkpoint at 40 epochs 2021-03-14 08:03:29,128 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-03-14 08:03:30,107 - mmaction - INFO - top1_acc 0.6627 top5_acc 0.8650 2021-03-14 08:03:30,107 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-03-14 08:03:30,147 - mmaction - INFO - mean_acc 0.6626 2021-03-14 08:03:31,494 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_40.pth. 2021-03-14 08:03:31,494 - mmaction - INFO - Best top1_acc is 0.6627 at 40 epoch. 2021-03-14 08:03:31,502 - mmaction - INFO - Epoch(val) [40][1253] top1_acc: 0.6627, top5_acc: 0.8650, mean_class_accuracy: 0.6626 2021-03-14 08:06:54,289 - mmaction - INFO - Epoch [41][20/1253] lr: 7.500e-04, eta: 16:00:28, time: 10.138, data_time: 9.499, memory: 8809, top1_acc: 0.6352, top5_acc: 0.8292, loss_cls: 1.5538, loss: 1.5538, grad_norm: 5.2351 2021-03-14 08:07:06,570 - mmaction - INFO - Epoch [41][40/1253] lr: 7.500e-04, eta: 16:00:08, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6240, top5_acc: 0.8284, loss_cls: 1.5635, loss: 1.5635, grad_norm: 5.1664 2021-03-14 08:07:18,796 - mmaction - INFO - Epoch [41][60/1253] lr: 7.500e-04, eta: 15:59:48, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6255, top5_acc: 0.8378, loss_cls: 1.5310, loss: 1.5310, grad_norm: 5.1787 2021-03-14 08:07:31,076 - mmaction - INFO - Epoch [41][80/1253] lr: 7.500e-04, eta: 15:59:28, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6245, top5_acc: 0.8255, loss_cls: 1.5561, loss: 1.5561, grad_norm: 5.2098 2021-03-14 08:07:43,349 - mmaction - INFO - Epoch [41][100/1253] lr: 7.500e-04, eta: 15:59:08, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6388, top5_acc: 0.8380, loss_cls: 1.4985, loss: 1.4985, grad_norm: 5.0240 2021-03-14 08:07:55,678 - mmaction - INFO - Epoch [41][120/1253] lr: 7.500e-04, eta: 15:58:49, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6333, top5_acc: 0.8318, loss_cls: 1.5428, loss: 1.5428, grad_norm: 5.1732 2021-03-14 08:08:07,802 - mmaction - INFO - Epoch [41][140/1253] lr: 7.500e-04, eta: 15:58:29, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.6536, top5_acc: 0.8438, loss_cls: 1.4761, loss: 1.4761, grad_norm: 5.0845 2021-03-14 08:08:20,020 - mmaction - INFO - Epoch [41][160/1253] lr: 7.500e-04, eta: 15:58:09, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6458, top5_acc: 0.8453, loss_cls: 1.4834, loss: 1.4834, grad_norm: 5.1013 2021-03-14 08:08:32,195 - mmaction - INFO - Epoch [41][180/1253] lr: 7.500e-04, eta: 15:57:49, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6245, top5_acc: 0.8365, loss_cls: 1.5583, loss: 1.5583, grad_norm: 5.2815 2021-03-14 08:08:44,418 - mmaction - INFO - Epoch [41][200/1253] lr: 7.500e-04, eta: 15:57:29, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6312, top5_acc: 0.8284, loss_cls: 1.5600, loss: 1.5600, grad_norm: 5.1291 2021-03-14 08:08:56,724 - mmaction - INFO - Epoch [41][220/1253] lr: 7.500e-04, eta: 15:57:09, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6503, top5_acc: 0.8401, loss_cls: 1.4785, loss: 1.4785, grad_norm: 5.0491 2021-03-14 08:09:08,988 - mmaction - INFO - Epoch [41][240/1253] lr: 7.500e-04, eta: 15:56:49, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6440, top5_acc: 0.8534, loss_cls: 1.4436, loss: 1.4436, grad_norm: 5.0463 2021-03-14 08:09:21,401 - mmaction - INFO - Epoch [41][260/1253] lr: 7.500e-04, eta: 15:56:29, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.6398, top5_acc: 0.8474, loss_cls: 1.4914, loss: 1.4914, grad_norm: 5.1000 2021-03-14 08:09:33,613 - mmaction - INFO - Epoch [41][280/1253] lr: 7.500e-04, eta: 15:56:09, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6539, top5_acc: 0.8445, loss_cls: 1.4919, loss: 1.4919, grad_norm: 5.1234 2021-03-14 08:09:45,889 - mmaction - INFO - Epoch [41][300/1253] lr: 7.500e-04, eta: 15:55:49, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6578, top5_acc: 0.8518, loss_cls: 1.4314, loss: 1.4314, grad_norm: 5.0799 2021-03-14 08:09:58,084 - mmaction - INFO - Epoch [41][320/1253] lr: 7.500e-04, eta: 15:55:30, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6435, top5_acc: 0.8464, loss_cls: 1.4886, loss: 1.4886, grad_norm: 5.1434 2021-03-14 08:10:10,435 - mmaction - INFO - Epoch [41][340/1253] lr: 7.500e-04, eta: 15:55:10, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.6417, top5_acc: 0.8461, loss_cls: 1.4601, loss: 1.4601, grad_norm: 5.1207 2021-03-14 08:10:22,490 - mmaction - INFO - Epoch [41][360/1253] lr: 7.500e-04, eta: 15:54:50, time: 0.603, data_time: 0.001, memory: 8809, top1_acc: 0.6557, top5_acc: 0.8385, loss_cls: 1.4553, loss: 1.4553, grad_norm: 5.0833 2021-03-14 08:10:34,678 - mmaction - INFO - Epoch [41][380/1253] lr: 7.500e-04, eta: 15:54:30, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6484, top5_acc: 0.8367, loss_cls: 1.4741, loss: 1.4741, grad_norm: 5.1206 2021-03-14 08:10:46,849 - mmaction - INFO - Epoch [41][400/1253] lr: 7.500e-04, eta: 15:54:10, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6570, top5_acc: 0.8570, loss_cls: 1.3953, loss: 1.3953, grad_norm: 5.0623 2021-03-14 08:10:59,154 - mmaction - INFO - Epoch [41][420/1253] lr: 7.500e-04, eta: 15:53:50, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6495, top5_acc: 0.8388, loss_cls: 1.4637, loss: 1.4637, grad_norm: 5.1509 2021-03-14 08:11:11,347 - mmaction - INFO - Epoch [41][440/1253] lr: 7.500e-04, eta: 15:53:30, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4561, loss: 1.4561, grad_norm: 5.0635 2021-03-14 08:11:23,625 - mmaction - INFO - Epoch [41][460/1253] lr: 7.500e-04, eta: 15:53:10, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6456, top5_acc: 0.8372, loss_cls: 1.4724, loss: 1.4724, grad_norm: 5.1492 2021-03-14 08:11:35,752 - mmaction - INFO - Epoch [41][480/1253] lr: 7.500e-04, eta: 15:52:50, time: 0.607, data_time: 0.003, memory: 8809, top1_acc: 0.6451, top5_acc: 0.8370, loss_cls: 1.4780, loss: 1.4780, grad_norm: 5.1018 2021-03-14 08:11:48,042 - mmaction - INFO - Epoch [41][500/1253] lr: 7.500e-04, eta: 15:52:31, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6479, top5_acc: 0.8466, loss_cls: 1.4425, loss: 1.4425, grad_norm: 5.0262 2021-03-14 08:12:00,383 - mmaction - INFO - Epoch [41][520/1253] lr: 7.500e-04, eta: 15:52:11, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6576, top5_acc: 0.8500, loss_cls: 1.4392, loss: 1.4392, grad_norm: 5.1484 2021-03-14 08:12:12,644 - mmaction - INFO - Epoch [41][540/1253] lr: 7.500e-04, eta: 15:51:51, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6482, top5_acc: 0.8479, loss_cls: 1.4450, loss: 1.4450, grad_norm: 5.1951 2021-03-14 08:12:24,895 - mmaction - INFO - Epoch [41][560/1253] lr: 7.500e-04, eta: 15:51:31, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6503, top5_acc: 0.8451, loss_cls: 1.4566, loss: 1.4566, grad_norm: 5.1752 2021-03-14 08:12:37,056 - mmaction - INFO - Epoch [41][580/1253] lr: 7.500e-04, eta: 15:51:11, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6576, top5_acc: 0.8497, loss_cls: 1.4172, loss: 1.4172, grad_norm: 5.1021 2021-03-14 08:12:49,296 - mmaction - INFO - Epoch [41][600/1253] lr: 7.500e-04, eta: 15:50:52, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6557, top5_acc: 0.8487, loss_cls: 1.4373, loss: 1.4373, grad_norm: 5.1214 2021-03-14 08:13:01,572 - mmaction - INFO - Epoch [41][620/1253] lr: 7.500e-04, eta: 15:50:32, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6469, top5_acc: 0.8495, loss_cls: 1.4424, loss: 1.4424, grad_norm: 5.1225 2021-03-14 08:13:13,841 - mmaction - INFO - Epoch [41][640/1253] lr: 7.500e-04, eta: 15:50:12, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6477, top5_acc: 0.8393, loss_cls: 1.4910, loss: 1.4910, grad_norm: 5.1514 2021-03-14 08:13:26,060 - mmaction - INFO - Epoch [41][660/1253] lr: 7.500e-04, eta: 15:49:52, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6466, top5_acc: 0.8370, loss_cls: 1.4915, loss: 1.4915, grad_norm: 5.1773 2021-03-14 08:13:38,278 - mmaction - INFO - Epoch [41][680/1253] lr: 7.500e-04, eta: 15:49:32, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6654, top5_acc: 0.8510, loss_cls: 1.4063, loss: 1.4063, grad_norm: 5.0424 2021-03-14 08:13:50,437 - mmaction - INFO - Epoch [41][700/1253] lr: 7.500e-04, eta: 15:49:13, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6461, top5_acc: 0.8427, loss_cls: 1.4862, loss: 1.4862, grad_norm: 5.2759 2021-03-14 08:14:02,710 - mmaction - INFO - Epoch [41][720/1253] lr: 7.500e-04, eta: 15:48:53, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6604, top5_acc: 0.8594, loss_cls: 1.3926, loss: 1.3926, grad_norm: 5.0291 2021-03-14 08:14:14,908 - mmaction - INFO - Epoch [41][740/1253] lr: 7.500e-04, eta: 15:48:33, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6633, top5_acc: 0.8536, loss_cls: 1.3990, loss: 1.3990, grad_norm: 4.9569 2021-03-14 08:14:27,057 - mmaction - INFO - Epoch [41][760/1253] lr: 7.500e-04, eta: 15:48:13, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6539, top5_acc: 0.8375, loss_cls: 1.4777, loss: 1.4777, grad_norm: 5.1945 2021-03-14 08:14:39,315 - mmaction - INFO - Epoch [41][780/1253] lr: 7.500e-04, eta: 15:47:53, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6565, top5_acc: 0.8586, loss_cls: 1.4098, loss: 1.4098, grad_norm: 5.0856 2021-03-14 08:14:51,542 - mmaction - INFO - Epoch [41][800/1253] lr: 7.500e-04, eta: 15:47:34, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6703, top5_acc: 0.8484, loss_cls: 1.3774, loss: 1.3774, grad_norm: 4.9691 2021-03-14 08:15:03,821 - mmaction - INFO - Epoch [41][820/1253] lr: 7.500e-04, eta: 15:47:14, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6503, top5_acc: 0.8404, loss_cls: 1.4722, loss: 1.4722, grad_norm: 5.1824 2021-03-14 08:15:16,111 - mmaction - INFO - Epoch [41][840/1253] lr: 7.500e-04, eta: 15:46:54, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6466, top5_acc: 0.8430, loss_cls: 1.4617, loss: 1.4617, grad_norm: 5.1578 2021-03-14 08:15:28,326 - mmaction - INFO - Epoch [41][860/1253] lr: 7.500e-04, eta: 15:46:35, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6599, top5_acc: 0.8445, loss_cls: 1.4199, loss: 1.4199, grad_norm: 5.2269 2021-03-14 08:15:40,608 - mmaction - INFO - Epoch [41][880/1253] lr: 7.500e-04, eta: 15:46:15, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6487, top5_acc: 0.8427, loss_cls: 1.4780, loss: 1.4780, grad_norm: 5.2439 2021-03-14 08:15:52,842 - mmaction - INFO - Epoch [41][900/1253] lr: 7.500e-04, eta: 15:45:55, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6576, top5_acc: 0.8521, loss_cls: 1.4106, loss: 1.4106, grad_norm: 5.0481 2021-03-14 08:16:05,044 - mmaction - INFO - Epoch [41][920/1253] lr: 7.500e-04, eta: 15:45:35, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6729, top5_acc: 0.8531, loss_cls: 1.3798, loss: 1.3798, grad_norm: 5.0721 2021-03-14 08:16:17,360 - mmaction - INFO - Epoch [41][940/1253] lr: 7.500e-04, eta: 15:45:16, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6612, top5_acc: 0.8547, loss_cls: 1.3892, loss: 1.3892, grad_norm: 5.0673 2021-03-14 08:16:29,531 - mmaction - INFO - Epoch [41][960/1253] lr: 7.500e-04, eta: 15:44:56, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6570, top5_acc: 0.8469, loss_cls: 1.4240, loss: 1.4240, grad_norm: 5.0621 2021-03-14 08:16:41,709 - mmaction - INFO - Epoch [41][980/1253] lr: 7.500e-04, eta: 15:44:36, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.6448, top5_acc: 0.8367, loss_cls: 1.4783, loss: 1.4783, grad_norm: 5.2135 2021-03-14 08:16:53,925 - mmaction - INFO - Epoch [41][1000/1253] lr: 7.500e-04, eta: 15:44:17, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6414, top5_acc: 0.8430, loss_cls: 1.4440, loss: 1.4440, grad_norm: 5.2253 2021-03-14 08:17:06,046 - mmaction - INFO - Epoch [41][1020/1253] lr: 7.500e-04, eta: 15:43:57, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.6552, top5_acc: 0.8432, loss_cls: 1.4309, loss: 1.4309, grad_norm: 5.1213 2021-03-14 08:17:18,300 - mmaction - INFO - Epoch [41][1040/1253] lr: 7.500e-04, eta: 15:43:37, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6685, top5_acc: 0.8547, loss_cls: 1.3988, loss: 1.3988, grad_norm: 5.0507 2021-03-14 08:17:30,500 - mmaction - INFO - Epoch [41][1060/1253] lr: 7.500e-04, eta: 15:43:17, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6607, top5_acc: 0.8529, loss_cls: 1.4083, loss: 1.4083, grad_norm: 5.0846 2021-03-14 08:17:42,789 - mmaction - INFO - Epoch [41][1080/1253] lr: 7.500e-04, eta: 15:42:58, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6562, top5_acc: 0.8555, loss_cls: 1.4028, loss: 1.4028, grad_norm: 5.1552 2021-03-14 08:17:54,983 - mmaction - INFO - Epoch [41][1100/1253] lr: 7.500e-04, eta: 15:42:38, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6484, top5_acc: 0.8523, loss_cls: 1.4496, loss: 1.4496, grad_norm: 5.1566 2021-03-14 08:18:07,077 - mmaction - INFO - Epoch [41][1120/1253] lr: 7.500e-04, eta: 15:42:18, time: 0.605, data_time: 0.001, memory: 8809, top1_acc: 0.6523, top5_acc: 0.8445, loss_cls: 1.4612, loss: 1.4612, grad_norm: 5.1905 2021-03-14 08:18:19,314 - mmaction - INFO - Epoch [41][1140/1253] lr: 7.500e-04, eta: 15:41:58, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6526, top5_acc: 0.8479, loss_cls: 1.4312, loss: 1.4312, grad_norm: 5.1591 2021-03-14 08:18:31,491 - mmaction - INFO - Epoch [41][1160/1253] lr: 7.500e-04, eta: 15:41:39, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6680, top5_acc: 0.8513, loss_cls: 1.4064, loss: 1.4064, grad_norm: 5.0643 2021-03-14 08:18:43,692 - mmaction - INFO - Epoch [41][1180/1253] lr: 7.500e-04, eta: 15:41:19, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6547, top5_acc: 0.8508, loss_cls: 1.4145, loss: 1.4145, grad_norm: 5.1154 2021-03-14 08:18:55,939 - mmaction - INFO - Epoch [41][1200/1253] lr: 7.500e-04, eta: 15:40:59, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6609, top5_acc: 0.8633, loss_cls: 1.3675, loss: 1.3675, grad_norm: 5.1700 2021-03-14 08:19:08,230 - mmaction - INFO - Epoch [41][1220/1253] lr: 7.500e-04, eta: 15:40:40, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6747, top5_acc: 0.8565, loss_cls: 1.3683, loss: 1.3683, grad_norm: 5.1013 2021-03-14 08:19:20,362 - mmaction - INFO - Epoch [41][1240/1253] lr: 7.500e-04, eta: 15:40:20, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.6654, top5_acc: 0.8518, loss_cls: 1.4160, loss: 1.4160, grad_norm: 5.1715 2021-03-14 08:22:56,716 - mmaction - INFO - Epoch [42][20/1253] lr: 7.500e-04, eta: 15:44:16, time: 10.341, data_time: 9.730, memory: 8809, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.3800, loss: 1.3800, grad_norm: 5.1281 2021-03-14 08:23:08,968 - mmaction - INFO - Epoch [42][40/1253] lr: 7.500e-04, eta: 15:43:56, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6708, top5_acc: 0.8604, loss_cls: 1.3750, loss: 1.3750, grad_norm: 5.0814 2021-03-14 08:23:21,167 - mmaction - INFO - Epoch [42][60/1253] lr: 7.500e-04, eta: 15:43:37, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6760, top5_acc: 0.8492, loss_cls: 1.3865, loss: 1.3865, grad_norm: 5.0531 2021-03-14 08:23:33,503 - mmaction - INFO - Epoch [42][80/1253] lr: 7.500e-04, eta: 15:43:17, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6714, top5_acc: 0.8604, loss_cls: 1.3656, loss: 1.3656, grad_norm: 5.0297 2021-03-14 08:23:45,866 - mmaction - INFO - Epoch [42][100/1253] lr: 7.500e-04, eta: 15:42:57, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.6490, top5_acc: 0.8448, loss_cls: 1.4247, loss: 1.4247, grad_norm: 5.2251 2021-03-14 08:23:58,202 - mmaction - INFO - Epoch [42][120/1253] lr: 7.500e-04, eta: 15:42:38, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6685, top5_acc: 0.8479, loss_cls: 1.3995, loss: 1.3995, grad_norm: 5.1122 2021-03-14 08:24:10,382 - mmaction - INFO - Epoch [42][140/1253] lr: 7.500e-04, eta: 15:42:18, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6586, top5_acc: 0.8490, loss_cls: 1.4184, loss: 1.4184, grad_norm: 5.1722 2021-03-14 08:24:22,580 - mmaction - INFO - Epoch [42][160/1253] lr: 7.500e-04, eta: 15:41:58, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6659, top5_acc: 0.8513, loss_cls: 1.3981, loss: 1.3981, grad_norm: 5.0650 2021-03-14 08:24:34,842 - mmaction - INFO - Epoch [42][180/1253] lr: 7.500e-04, eta: 15:41:38, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6536, top5_acc: 0.8414, loss_cls: 1.4376, loss: 1.4376, grad_norm: 5.1905 2021-03-14 08:24:47,228 - mmaction - INFO - Epoch [42][200/1253] lr: 7.500e-04, eta: 15:41:19, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.3957, loss: 1.3957, grad_norm: 5.1409 2021-03-14 08:24:59,460 - mmaction - INFO - Epoch [42][220/1253] lr: 7.500e-04, eta: 15:40:59, time: 0.612, data_time: 0.004, memory: 8809, top1_acc: 0.6635, top5_acc: 0.8453, loss_cls: 1.4334, loss: 1.4334, grad_norm: 5.1633 2021-03-14 08:25:11,805 - mmaction - INFO - Epoch [42][240/1253] lr: 7.500e-04, eta: 15:40:40, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.6794, top5_acc: 0.8589, loss_cls: 1.3542, loss: 1.3542, grad_norm: 5.0306 2021-03-14 08:25:24,097 - mmaction - INFO - Epoch [42][260/1253] lr: 7.500e-04, eta: 15:40:20, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6661, top5_acc: 0.8596, loss_cls: 1.3579, loss: 1.3579, grad_norm: 5.1456 2021-03-14 08:25:36,425 - mmaction - INFO - Epoch [42][280/1253] lr: 7.500e-04, eta: 15:40:00, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6620, top5_acc: 0.8531, loss_cls: 1.4029, loss: 1.4029, grad_norm: 5.1136 2021-03-14 08:25:48,797 - mmaction - INFO - Epoch [42][300/1253] lr: 7.500e-04, eta: 15:39:41, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6680, top5_acc: 0.8521, loss_cls: 1.3845, loss: 1.3845, grad_norm: 5.1855 2021-03-14 08:26:01,055 - mmaction - INFO - Epoch [42][320/1253] lr: 7.500e-04, eta: 15:39:21, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6654, top5_acc: 0.8516, loss_cls: 1.4198, loss: 1.4198, grad_norm: 5.2335 2021-03-14 08:26:13,307 - mmaction - INFO - Epoch [42][340/1253] lr: 7.500e-04, eta: 15:39:02, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6724, top5_acc: 0.8664, loss_cls: 1.3236, loss: 1.3236, grad_norm: 5.0958 2021-03-14 08:26:25,613 - mmaction - INFO - Epoch [42][360/1253] lr: 7.500e-04, eta: 15:38:42, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6526, top5_acc: 0.8471, loss_cls: 1.4265, loss: 1.4265, grad_norm: 5.1968 2021-03-14 08:26:37,774 - mmaction - INFO - Epoch [42][380/1253] lr: 7.500e-04, eta: 15:38:22, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6690, top5_acc: 0.8451, loss_cls: 1.3950, loss: 1.3950, grad_norm: 5.1628 2021-03-14 08:26:50,105 - mmaction - INFO - Epoch [42][400/1253] lr: 7.500e-04, eta: 15:38:03, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.6474, top5_acc: 0.8430, loss_cls: 1.4680, loss: 1.4680, grad_norm: 5.3098 2021-03-14 08:27:02,295 - mmaction - INFO - Epoch [42][420/1253] lr: 7.500e-04, eta: 15:37:43, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6758, top5_acc: 0.8565, loss_cls: 1.3521, loss: 1.3521, grad_norm: 5.0016 2021-03-14 08:27:14,574 - mmaction - INFO - Epoch [42][440/1253] lr: 7.500e-04, eta: 15:37:23, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6719, top5_acc: 0.8557, loss_cls: 1.3762, loss: 1.3762, grad_norm: 5.1242 2021-03-14 08:27:26,866 - mmaction - INFO - Epoch [42][460/1253] lr: 7.500e-04, eta: 15:37:04, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6698, top5_acc: 0.8539, loss_cls: 1.3678, loss: 1.3678, grad_norm: 5.1423 2021-03-14 08:27:39,127 - mmaction - INFO - Epoch [42][480/1253] lr: 7.500e-04, eta: 15:36:44, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.6708, top5_acc: 0.8542, loss_cls: 1.3795, loss: 1.3795, grad_norm: 5.1485 2021-03-14 08:27:51,319 - mmaction - INFO - Epoch [42][500/1253] lr: 7.500e-04, eta: 15:36:24, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6776, top5_acc: 0.8565, loss_cls: 1.3389, loss: 1.3389, grad_norm: 5.1386 2021-03-14 08:28:03,551 - mmaction - INFO - Epoch [42][520/1253] lr: 7.500e-04, eta: 15:36:05, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6734, top5_acc: 0.8521, loss_cls: 1.3814, loss: 1.3814, grad_norm: 5.1849 2021-03-14 08:28:15,745 - mmaction - INFO - Epoch [42][540/1253] lr: 7.500e-04, eta: 15:35:45, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6758, top5_acc: 0.8635, loss_cls: 1.3203, loss: 1.3203, grad_norm: 5.0765 2021-03-14 08:28:28,030 - mmaction - INFO - Epoch [42][560/1253] lr: 7.500e-04, eta: 15:35:25, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6536, top5_acc: 0.8448, loss_cls: 1.4326, loss: 1.4326, grad_norm: 5.2252 2021-03-14 08:28:40,194 - mmaction - INFO - Epoch [42][580/1253] lr: 7.500e-04, eta: 15:35:06, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6693, top5_acc: 0.8633, loss_cls: 1.3366, loss: 1.3366, grad_norm: 5.1067 2021-03-14 08:28:52,532 - mmaction - INFO - Epoch [42][600/1253] lr: 7.500e-04, eta: 15:34:46, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6711, top5_acc: 0.8539, loss_cls: 1.3869, loss: 1.3869, grad_norm: 5.1646 2021-03-14 08:29:04,833 - mmaction - INFO - Epoch [42][620/1253] lr: 7.500e-04, eta: 15:34:27, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6617, top5_acc: 0.8542, loss_cls: 1.3856, loss: 1.3856, grad_norm: 5.2208 2021-03-14 08:29:17,067 - mmaction - INFO - Epoch [42][640/1253] lr: 7.500e-04, eta: 15:34:07, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6625, top5_acc: 0.8539, loss_cls: 1.3894, loss: 1.3894, grad_norm: 5.2614 2021-03-14 08:29:29,239 - mmaction - INFO - Epoch [42][660/1253] lr: 7.500e-04, eta: 15:33:47, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.6716, top5_acc: 0.8612, loss_cls: 1.3704, loss: 1.3704, grad_norm: 5.1981 2021-03-14 08:29:41,473 - mmaction - INFO - Epoch [42][680/1253] lr: 7.500e-04, eta: 15:33:28, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6604, top5_acc: 0.8555, loss_cls: 1.4110, loss: 1.4110, grad_norm: 5.2833 2021-03-14 08:29:53,657 - mmaction - INFO - Epoch [42][700/1253] lr: 7.500e-04, eta: 15:33:08, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6643, top5_acc: 0.8586, loss_cls: 1.3743, loss: 1.3743, grad_norm: 5.1978 2021-03-14 08:30:05,902 - mmaction - INFO - Epoch [42][720/1253] lr: 7.500e-04, eta: 15:32:49, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6615, top5_acc: 0.8513, loss_cls: 1.4018, loss: 1.4018, grad_norm: 5.2375 2021-03-14 08:30:18,215 - mmaction - INFO - Epoch [42][740/1253] lr: 7.500e-04, eta: 15:32:29, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6622, top5_acc: 0.8555, loss_cls: 1.3938, loss: 1.3938, grad_norm: 5.1740 2021-03-14 08:30:30,407 - mmaction - INFO - Epoch [42][760/1253] lr: 7.500e-04, eta: 15:32:09, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6596, top5_acc: 0.8518, loss_cls: 1.4002, loss: 1.4002, grad_norm: 5.2310 2021-03-14 08:30:42,671 - mmaction - INFO - Epoch [42][780/1253] lr: 7.500e-04, eta: 15:31:50, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6880, top5_acc: 0.8630, loss_cls: 1.3257, loss: 1.3257, grad_norm: 5.0135 2021-03-14 08:30:54,933 - mmaction - INFO - Epoch [42][800/1253] lr: 7.500e-04, eta: 15:31:30, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6620, top5_acc: 0.8557, loss_cls: 1.3964, loss: 1.3964, grad_norm: 5.2194 2021-03-14 08:31:07,222 - mmaction - INFO - Epoch [42][820/1253] lr: 7.500e-04, eta: 15:31:11, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6742, top5_acc: 0.8633, loss_cls: 1.3284, loss: 1.3284, grad_norm: 5.0898 2021-03-14 08:31:19,448 - mmaction - INFO - Epoch [42][840/1253] lr: 7.500e-04, eta: 15:30:51, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6768, top5_acc: 0.8620, loss_cls: 1.3396, loss: 1.3396, grad_norm: 5.0709 2021-03-14 08:31:31,644 - mmaction - INFO - Epoch [42][860/1253] lr: 7.500e-04, eta: 15:30:32, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6685, top5_acc: 0.8531, loss_cls: 1.3678, loss: 1.3678, grad_norm: 5.2582 2021-03-14 08:31:43,833 - mmaction - INFO - Epoch [42][880/1253] lr: 7.500e-04, eta: 15:30:12, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6794, top5_acc: 0.8680, loss_cls: 1.3385, loss: 1.3385, grad_norm: 5.1798 2021-03-14 08:31:55,992 - mmaction - INFO - Epoch [42][900/1253] lr: 7.500e-04, eta: 15:29:53, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6737, top5_acc: 0.8602, loss_cls: 1.3451, loss: 1.3451, grad_norm: 5.1901 2021-03-14 08:32:08,163 - mmaction - INFO - Epoch [42][920/1253] lr: 7.500e-04, eta: 15:29:33, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.6615, top5_acc: 0.8557, loss_cls: 1.3962, loss: 1.3962, grad_norm: 5.2297 2021-03-14 08:32:20,407 - mmaction - INFO - Epoch [42][940/1253] lr: 7.500e-04, eta: 15:29:13, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6656, top5_acc: 0.8570, loss_cls: 1.3586, loss: 1.3586, grad_norm: 5.0683 2021-03-14 08:32:32,671 - mmaction - INFO - Epoch [42][960/1253] lr: 7.500e-04, eta: 15:28:54, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6620, top5_acc: 0.8526, loss_cls: 1.4019, loss: 1.4019, grad_norm: 5.2301 2021-03-14 08:32:45,065 - mmaction - INFO - Epoch [42][980/1253] lr: 7.500e-04, eta: 15:28:35, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6516, top5_acc: 0.8539, loss_cls: 1.4172, loss: 1.4172, grad_norm: 5.2600 2021-03-14 08:32:57,340 - mmaction - INFO - Epoch [42][1000/1253] lr: 7.500e-04, eta: 15:28:15, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6622, top5_acc: 0.8445, loss_cls: 1.4178, loss: 1.4178, grad_norm: 5.2328 2021-03-14 08:33:09,554 - mmaction - INFO - Epoch [42][1020/1253] lr: 7.500e-04, eta: 15:27:56, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6672, top5_acc: 0.8549, loss_cls: 1.3856, loss: 1.3856, grad_norm: 5.1952 2021-03-14 08:33:21,854 - mmaction - INFO - Epoch [42][1040/1253] lr: 7.500e-04, eta: 15:27:36, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6740, top5_acc: 0.8635, loss_cls: 1.3599, loss: 1.3599, grad_norm: 5.2232 2021-03-14 08:33:34,065 - mmaction - INFO - Epoch [42][1060/1253] lr: 7.500e-04, eta: 15:27:17, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6638, top5_acc: 0.8505, loss_cls: 1.4095, loss: 1.4095, grad_norm: 5.3298 2021-03-14 08:33:46,244 - mmaction - INFO - Epoch [42][1080/1253] lr: 7.500e-04, eta: 15:26:57, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6544, top5_acc: 0.8474, loss_cls: 1.4269, loss: 1.4269, grad_norm: 5.2417 2021-03-14 08:33:58,572 - mmaction - INFO - Epoch [42][1100/1253] lr: 7.500e-04, eta: 15:26:38, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.6784, top5_acc: 0.8531, loss_cls: 1.3496, loss: 1.3496, grad_norm: 5.1419 2021-03-14 08:34:10,850 - mmaction - INFO - Epoch [42][1120/1253] lr: 7.500e-04, eta: 15:26:18, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6635, top5_acc: 0.8505, loss_cls: 1.4145, loss: 1.4145, grad_norm: 5.2001 2021-03-14 08:34:23,106 - mmaction - INFO - Epoch [42][1140/1253] lr: 7.500e-04, eta: 15:25:59, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6732, top5_acc: 0.8529, loss_cls: 1.3693, loss: 1.3693, grad_norm: 5.1697 2021-03-14 08:34:35,512 - mmaction - INFO - Epoch [42][1160/1253] lr: 7.500e-04, eta: 15:25:40, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.6690, top5_acc: 0.8547, loss_cls: 1.3788, loss: 1.3788, grad_norm: 5.2511 2021-03-14 08:34:47,796 - mmaction - INFO - Epoch [42][1180/1253] lr: 7.500e-04, eta: 15:25:20, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6852, top5_acc: 0.8664, loss_cls: 1.3001, loss: 1.3001, grad_norm: 5.1296 2021-03-14 08:35:00,157 - mmaction - INFO - Epoch [42][1200/1253] lr: 7.500e-04, eta: 15:25:01, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6643, top5_acc: 0.8477, loss_cls: 1.4098, loss: 1.4098, grad_norm: 5.1662 2021-03-14 08:35:12,296 - mmaction - INFO - Epoch [42][1220/1253] lr: 7.500e-04, eta: 15:24:41, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.6604, top5_acc: 0.8503, loss_cls: 1.3868, loss: 1.3868, grad_norm: 5.1977 2021-03-14 08:35:24,504 - mmaction - INFO - Epoch [42][1240/1253] lr: 7.500e-04, eta: 15:24:22, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6758, top5_acc: 0.8607, loss_cls: 1.3547, loss: 1.3547, grad_norm: 5.1977 2021-03-14 08:39:01,503 - mmaction - INFO - Epoch [43][20/1253] lr: 7.500e-04, eta: 15:28:08, time: 10.378, data_time: 9.746, memory: 8809, top1_acc: 0.6789, top5_acc: 0.8602, loss_cls: 1.3293, loss: 1.3293, grad_norm: 5.1708 2021-03-14 08:39:13,677 - mmaction - INFO - Epoch [43][40/1253] lr: 7.500e-04, eta: 15:27:49, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.6734, top5_acc: 0.8557, loss_cls: 1.3772, loss: 1.3772, grad_norm: 5.1348 2021-03-14 08:39:25,864 - mmaction - INFO - Epoch [43][60/1253] lr: 7.500e-04, eta: 15:27:29, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6740, top5_acc: 0.8576, loss_cls: 1.3681, loss: 1.3681, grad_norm: 5.2019 2021-03-14 08:39:38,072 - mmaction - INFO - Epoch [43][80/1253] lr: 7.500e-04, eta: 15:27:09, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6789, top5_acc: 0.8646, loss_cls: 1.3373, loss: 1.3373, grad_norm: 5.1562 2021-03-14 08:39:50,344 - mmaction - INFO - Epoch [43][100/1253] lr: 7.500e-04, eta: 15:26:50, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6794, top5_acc: 0.8578, loss_cls: 1.3340, loss: 1.3340, grad_norm: 5.1073 2021-03-14 08:40:02,636 - mmaction - INFO - Epoch [43][120/1253] lr: 7.500e-04, eta: 15:26:30, time: 0.616, data_time: 0.004, memory: 8809, top1_acc: 0.6794, top5_acc: 0.8643, loss_cls: 1.3268, loss: 1.3268, grad_norm: 5.1587 2021-03-14 08:40:14,872 - mmaction - INFO - Epoch [43][140/1253] lr: 7.500e-04, eta: 15:26:11, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6703, top5_acc: 0.8617, loss_cls: 1.3435, loss: 1.3435, grad_norm: 5.1300 2021-03-14 08:40:27,119 - mmaction - INFO - Epoch [43][160/1253] lr: 7.500e-04, eta: 15:25:51, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6734, top5_acc: 0.8596, loss_cls: 1.3627, loss: 1.3627, grad_norm: 5.2401 2021-03-14 08:40:39,400 - mmaction - INFO - Epoch [43][180/1253] lr: 7.500e-04, eta: 15:25:32, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6771, top5_acc: 0.8612, loss_cls: 1.3671, loss: 1.3671, grad_norm: 5.2423 2021-03-14 08:40:51,607 - mmaction - INFO - Epoch [43][200/1253] lr: 7.500e-04, eta: 15:25:12, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6714, top5_acc: 0.8555, loss_cls: 1.3472, loss: 1.3472, grad_norm: 5.1638 2021-03-14 08:41:03,742 - mmaction - INFO - Epoch [43][220/1253] lr: 7.500e-04, eta: 15:24:53, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6768, top5_acc: 0.8609, loss_cls: 1.3337, loss: 1.3337, grad_norm: 5.1277 2021-03-14 08:41:15,949 - mmaction - INFO - Epoch [43][240/1253] lr: 7.500e-04, eta: 15:24:33, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6839, top5_acc: 0.8615, loss_cls: 1.3199, loss: 1.3199, grad_norm: 5.0898 2021-03-14 08:41:28,167 - mmaction - INFO - Epoch [43][260/1253] lr: 7.500e-04, eta: 15:24:13, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6682, top5_acc: 0.8568, loss_cls: 1.3671, loss: 1.3671, grad_norm: 5.1973 2021-03-14 08:41:40,443 - mmaction - INFO - Epoch [43][280/1253] lr: 7.500e-04, eta: 15:23:54, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6661, top5_acc: 0.8607, loss_cls: 1.3630, loss: 1.3630, grad_norm: 5.2480 2021-03-14 08:41:52,683 - mmaction - INFO - Epoch [43][300/1253] lr: 7.500e-04, eta: 15:23:34, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6750, top5_acc: 0.8570, loss_cls: 1.3812, loss: 1.3812, grad_norm: 5.2414 2021-03-14 08:42:04,980 - mmaction - INFO - Epoch [43][320/1253] lr: 7.500e-04, eta: 15:23:15, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6568, top5_acc: 0.8448, loss_cls: 1.4261, loss: 1.4261, grad_norm: 5.2454 2021-03-14 08:42:17,270 - mmaction - INFO - Epoch [43][340/1253] lr: 7.500e-04, eta: 15:22:56, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6680, top5_acc: 0.8549, loss_cls: 1.3601, loss: 1.3601, grad_norm: 5.2214 2021-03-14 08:42:29,488 - mmaction - INFO - Epoch [43][360/1253] lr: 7.500e-04, eta: 15:22:36, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6794, top5_acc: 0.8607, loss_cls: 1.3166, loss: 1.3166, grad_norm: 5.1999 2021-03-14 08:42:41,799 - mmaction - INFO - Epoch [43][380/1253] lr: 7.500e-04, eta: 15:22:17, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6727, top5_acc: 0.8620, loss_cls: 1.3536, loss: 1.3536, grad_norm: 5.2166 2021-03-14 08:42:54,061 - mmaction - INFO - Epoch [43][400/1253] lr: 7.500e-04, eta: 15:21:57, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6656, top5_acc: 0.8526, loss_cls: 1.3892, loss: 1.3892, grad_norm: 5.1745 2021-03-14 08:43:06,243 - mmaction - INFO - Epoch [43][420/1253] lr: 7.500e-04, eta: 15:21:38, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6698, top5_acc: 0.8581, loss_cls: 1.3889, loss: 1.3889, grad_norm: 5.2254 2021-03-14 08:43:18,546 - mmaction - INFO - Epoch [43][440/1253] lr: 7.500e-04, eta: 15:21:18, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6672, top5_acc: 0.8646, loss_cls: 1.3445, loss: 1.3445, grad_norm: 5.1770 2021-03-14 08:43:30,832 - mmaction - INFO - Epoch [43][460/1253] lr: 7.500e-04, eta: 15:20:59, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6576, top5_acc: 0.8513, loss_cls: 1.4163, loss: 1.4163, grad_norm: 5.3523 2021-03-14 08:43:43,102 - mmaction - INFO - Epoch [43][480/1253] lr: 7.500e-04, eta: 15:20:39, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6703, top5_acc: 0.8562, loss_cls: 1.3643, loss: 1.3643, grad_norm: 5.1659 2021-03-14 08:43:55,405 - mmaction - INFO - Epoch [43][500/1253] lr: 7.500e-04, eta: 15:20:20, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6620, top5_acc: 0.8604, loss_cls: 1.3853, loss: 1.3853, grad_norm: 5.2846 2021-03-14 08:44:07,697 - mmaction - INFO - Epoch [43][520/1253] lr: 7.500e-04, eta: 15:20:01, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6763, top5_acc: 0.8552, loss_cls: 1.3413, loss: 1.3413, grad_norm: 5.1727 2021-03-14 08:44:19,970 - mmaction - INFO - Epoch [43][540/1253] lr: 7.500e-04, eta: 15:19:41, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6857, top5_acc: 0.8651, loss_cls: 1.3287, loss: 1.3287, grad_norm: 5.1666 2021-03-14 08:44:32,120 - mmaction - INFO - Epoch [43][560/1253] lr: 7.500e-04, eta: 15:19:22, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6602, top5_acc: 0.8503, loss_cls: 1.4018, loss: 1.4018, grad_norm: 5.3102 2021-03-14 08:44:44,308 - mmaction - INFO - Epoch [43][580/1253] lr: 7.500e-04, eta: 15:19:02, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.6695, top5_acc: 0.8529, loss_cls: 1.3933, loss: 1.3933, grad_norm: 5.2956 2021-03-14 08:44:56,559 - mmaction - INFO - Epoch [43][600/1253] lr: 7.500e-04, eta: 15:18:43, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6622, top5_acc: 0.8583, loss_cls: 1.3909, loss: 1.3909, grad_norm: 5.2638 2021-03-14 08:45:08,693 - mmaction - INFO - Epoch [43][620/1253] lr: 7.500e-04, eta: 15:18:23, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6672, top5_acc: 0.8531, loss_cls: 1.4153, loss: 1.4153, grad_norm: 5.3010 2021-03-14 08:45:20,901 - mmaction - INFO - Epoch [43][640/1253] lr: 7.500e-04, eta: 15:18:04, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6724, top5_acc: 0.8583, loss_cls: 1.3350, loss: 1.3350, grad_norm: 5.1628 2021-03-14 08:45:33,117 - mmaction - INFO - Epoch [43][660/1253] lr: 7.500e-04, eta: 15:17:44, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6638, top5_acc: 0.8536, loss_cls: 1.3898, loss: 1.3898, grad_norm: 5.2627 2021-03-14 08:45:45,359 - mmaction - INFO - Epoch [43][680/1253] lr: 7.500e-04, eta: 15:17:25, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6737, top5_acc: 0.8612, loss_cls: 1.3360, loss: 1.3360, grad_norm: 5.1478 2021-03-14 08:45:57,535 - mmaction - INFO - Epoch [43][700/1253] lr: 7.500e-04, eta: 15:17:05, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6802, top5_acc: 0.8581, loss_cls: 1.3278, loss: 1.3278, grad_norm: 5.0860 2021-03-14 08:46:09,779 - mmaction - INFO - Epoch [43][720/1253] lr: 7.500e-04, eta: 15:16:46, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6706, top5_acc: 0.8568, loss_cls: 1.3666, loss: 1.3666, grad_norm: 5.1749 2021-03-14 08:46:21,964 - mmaction - INFO - Epoch [43][740/1253] lr: 7.500e-04, eta: 15:16:26, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6565, top5_acc: 0.8544, loss_cls: 1.4200, loss: 1.4200, grad_norm: 5.3549 2021-03-14 08:46:34,302 - mmaction - INFO - Epoch [43][760/1253] lr: 7.500e-04, eta: 15:16:07, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.6898, top5_acc: 0.8589, loss_cls: 1.3247, loss: 1.3247, grad_norm: 5.1238 2021-03-14 08:46:46,553 - mmaction - INFO - Epoch [43][780/1253] lr: 7.500e-04, eta: 15:15:48, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6724, top5_acc: 0.8565, loss_cls: 1.3640, loss: 1.3640, grad_norm: 5.3340 2021-03-14 08:46:58,721 - mmaction - INFO - Epoch [43][800/1253] lr: 7.500e-04, eta: 15:15:28, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6594, top5_acc: 0.8521, loss_cls: 1.3960, loss: 1.3960, grad_norm: 5.3009 2021-03-14 08:47:10,960 - mmaction - INFO - Epoch [43][820/1253] lr: 7.500e-04, eta: 15:15:09, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6654, top5_acc: 0.8596, loss_cls: 1.3711, loss: 1.3711, grad_norm: 5.2710 2021-03-14 08:47:23,261 - mmaction - INFO - Epoch [43][840/1253] lr: 7.500e-04, eta: 15:14:50, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6682, top5_acc: 0.8542, loss_cls: 1.3672, loss: 1.3672, grad_norm: 5.2601 2021-03-14 08:47:35,519 - mmaction - INFO - Epoch [43][860/1253] lr: 7.500e-04, eta: 15:14:30, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6667, top5_acc: 0.8552, loss_cls: 1.3940, loss: 1.3940, grad_norm: 5.2324 2021-03-14 08:47:47,785 - mmaction - INFO - Epoch [43][880/1253] lr: 7.500e-04, eta: 15:14:11, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6745, top5_acc: 0.8573, loss_cls: 1.3457, loss: 1.3457, grad_norm: 5.1918 2021-03-14 08:47:59,920 - mmaction - INFO - Epoch [43][900/1253] lr: 7.500e-04, eta: 15:13:51, time: 0.607, data_time: 0.003, memory: 8809, top1_acc: 0.6659, top5_acc: 0.8508, loss_cls: 1.3840, loss: 1.3840, grad_norm: 5.2591 2021-03-14 08:48:12,107 - mmaction - INFO - Epoch [43][920/1253] lr: 7.500e-04, eta: 15:13:32, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6766, top5_acc: 0.8651, loss_cls: 1.3241, loss: 1.3241, grad_norm: 5.2703 2021-03-14 08:48:24,256 - mmaction - INFO - Epoch [43][940/1253] lr: 7.500e-04, eta: 15:13:13, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.6729, top5_acc: 0.8599, loss_cls: 1.3703, loss: 1.3703, grad_norm: 5.3419 2021-03-14 08:48:36,486 - mmaction - INFO - Epoch [43][960/1253] lr: 7.500e-04, eta: 15:12:53, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6667, top5_acc: 0.8581, loss_cls: 1.3593, loss: 1.3593, grad_norm: 5.1462 2021-03-14 08:48:48,823 - mmaction - INFO - Epoch [43][980/1253] lr: 7.500e-04, eta: 15:12:34, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6768, top5_acc: 0.8599, loss_cls: 1.3341, loss: 1.3341, grad_norm: 5.1848 2021-03-14 08:49:01,084 - mmaction - INFO - Epoch [43][1000/1253] lr: 7.500e-04, eta: 15:12:15, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6776, top5_acc: 0.8638, loss_cls: 1.3287, loss: 1.3287, grad_norm: 5.1711 2021-03-14 08:49:13,270 - mmaction - INFO - Epoch [43][1020/1253] lr: 7.500e-04, eta: 15:11:55, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6708, top5_acc: 0.8544, loss_cls: 1.3904, loss: 1.3904, grad_norm: 5.2286 2021-03-14 08:49:25,462 - mmaction - INFO - Epoch [43][1040/1253] lr: 7.500e-04, eta: 15:11:36, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.6687, top5_acc: 0.8555, loss_cls: 1.3583, loss: 1.3583, grad_norm: 5.1196 2021-03-14 08:49:37,824 - mmaction - INFO - Epoch [43][1060/1253] lr: 7.500e-04, eta: 15:11:17, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6659, top5_acc: 0.8526, loss_cls: 1.3720, loss: 1.3720, grad_norm: 5.2815 2021-03-14 08:49:49,975 - mmaction - INFO - Epoch [43][1080/1253] lr: 7.500e-04, eta: 15:10:57, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.6630, top5_acc: 0.8510, loss_cls: 1.3787, loss: 1.3787, grad_norm: 5.2228 2021-03-14 08:50:02,234 - mmaction - INFO - Epoch [43][1100/1253] lr: 7.500e-04, eta: 15:10:38, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6805, top5_acc: 0.8664, loss_cls: 1.2995, loss: 1.2995, grad_norm: 5.1699 2021-03-14 08:50:14,491 - mmaction - INFO - Epoch [43][1120/1253] lr: 7.500e-04, eta: 15:10:19, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6701, top5_acc: 0.8586, loss_cls: 1.3559, loss: 1.3559, grad_norm: 5.2620 2021-03-14 08:50:26,700 - mmaction - INFO - Epoch [43][1140/1253] lr: 7.500e-04, eta: 15:09:59, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6609, top5_acc: 0.8523, loss_cls: 1.3982, loss: 1.3982, grad_norm: 5.2843 2021-03-14 08:50:38,922 - mmaction - INFO - Epoch [43][1160/1253] lr: 7.500e-04, eta: 15:09:40, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6701, top5_acc: 0.8570, loss_cls: 1.3542, loss: 1.3542, grad_norm: 5.2237 2021-03-14 08:50:51,218 - mmaction - INFO - Epoch [43][1180/1253] lr: 7.500e-04, eta: 15:09:21, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6794, top5_acc: 0.8573, loss_cls: 1.3538, loss: 1.3538, grad_norm: 5.2241 2021-03-14 08:51:03,539 - mmaction - INFO - Epoch [43][1200/1253] lr: 7.500e-04, eta: 15:09:02, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6661, top5_acc: 0.8560, loss_cls: 1.3792, loss: 1.3792, grad_norm: 5.2398 2021-03-14 08:51:15,819 - mmaction - INFO - Epoch [43][1220/1253] lr: 7.500e-04, eta: 15:08:42, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6745, top5_acc: 0.8560, loss_cls: 1.3503, loss: 1.3503, grad_norm: 5.2086 2021-03-14 08:51:28,025 - mmaction - INFO - Epoch [43][1240/1253] lr: 7.500e-04, eta: 15:08:23, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6685, top5_acc: 0.8609, loss_cls: 1.3756, loss: 1.3756, grad_norm: 5.2426 2021-03-14 08:55:06,287 - mmaction - INFO - Epoch [44][20/1253] lr: 7.500e-04, eta: 15:12:01, time: 10.439, data_time: 9.825, memory: 8809, top1_acc: 0.6784, top5_acc: 0.8659, loss_cls: 1.3159, loss: 1.3159, grad_norm: 5.1798 2021-03-14 08:55:18,463 - mmaction - INFO - Epoch [44][40/1253] lr: 7.500e-04, eta: 15:11:42, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6766, top5_acc: 0.8641, loss_cls: 1.3387, loss: 1.3387, grad_norm: 5.1720 2021-03-14 08:55:30,792 - mmaction - INFO - Epoch [44][60/1253] lr: 7.500e-04, eta: 15:11:22, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6732, top5_acc: 0.8583, loss_cls: 1.3286, loss: 1.3286, grad_norm: 5.2664 2021-03-14 08:55:43,170 - mmaction - INFO - Epoch [44][80/1253] lr: 7.500e-04, eta: 15:11:03, time: 0.621, data_time: 0.003, memory: 8809, top1_acc: 0.6753, top5_acc: 0.8562, loss_cls: 1.3580, loss: 1.3580, grad_norm: 5.2723 2021-03-14 08:55:55,329 - mmaction - INFO - Epoch [44][100/1253] lr: 7.500e-04, eta: 15:10:44, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6771, top5_acc: 0.8562, loss_cls: 1.3584, loss: 1.3584, grad_norm: 5.2324 2021-03-14 08:56:07,533 - mmaction - INFO - Epoch [44][120/1253] lr: 7.500e-04, eta: 15:10:24, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6695, top5_acc: 0.8529, loss_cls: 1.3714, loss: 1.3714, grad_norm: 5.2933 2021-03-14 08:56:19,638 - mmaction - INFO - Epoch [44][140/1253] lr: 7.500e-04, eta: 15:10:05, time: 0.605, data_time: 0.002, memory: 8809, top1_acc: 0.6786, top5_acc: 0.8633, loss_cls: 1.3296, loss: 1.3296, grad_norm: 5.2032 2021-03-14 08:56:31,913 - mmaction - INFO - Epoch [44][160/1253] lr: 7.500e-04, eta: 15:09:45, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6870, top5_acc: 0.8701, loss_cls: 1.2937, loss: 1.2937, grad_norm: 5.1603 2021-03-14 08:56:44,159 - mmaction - INFO - Epoch [44][180/1253] lr: 7.500e-04, eta: 15:09:26, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6763, top5_acc: 0.8630, loss_cls: 1.3270, loss: 1.3270, grad_norm: 5.1948 2021-03-14 08:56:56,441 - mmaction - INFO - Epoch [44][200/1253] lr: 7.500e-04, eta: 15:09:07, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6802, top5_acc: 0.8711, loss_cls: 1.2971, loss: 1.2971, grad_norm: 5.1352 2021-03-14 08:57:08,742 - mmaction - INFO - Epoch [44][220/1253] lr: 7.500e-04, eta: 15:08:47, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6797, top5_acc: 0.8674, loss_cls: 1.3287, loss: 1.3287, grad_norm: 5.2099 2021-03-14 08:57:21,003 - mmaction - INFO - Epoch [44][240/1253] lr: 7.500e-04, eta: 15:08:28, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6711, top5_acc: 0.8607, loss_cls: 1.3440, loss: 1.3440, grad_norm: 5.2441 2021-03-14 08:57:33,297 - mmaction - INFO - Epoch [44][260/1253] lr: 7.500e-04, eta: 15:08:09, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6826, top5_acc: 0.8654, loss_cls: 1.3057, loss: 1.3057, grad_norm: 5.2084 2021-03-14 08:57:45,453 - mmaction - INFO - Epoch [44][280/1253] lr: 7.500e-04, eta: 15:07:49, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6786, top5_acc: 0.8581, loss_cls: 1.3495, loss: 1.3495, grad_norm: 5.2147 2021-03-14 08:57:57,660 - mmaction - INFO - Epoch [44][300/1253] lr: 7.500e-04, eta: 15:07:30, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6721, top5_acc: 0.8586, loss_cls: 1.3321, loss: 1.3321, grad_norm: 5.1946 2021-03-14 08:58:09,966 - mmaction - INFO - Epoch [44][320/1253] lr: 7.500e-04, eta: 15:07:11, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6797, top5_acc: 0.8591, loss_cls: 1.3466, loss: 1.3466, grad_norm: 5.1890 2021-03-14 08:58:22,252 - mmaction - INFO - Epoch [44][340/1253] lr: 7.500e-04, eta: 15:06:51, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6755, top5_acc: 0.8542, loss_cls: 1.3590, loss: 1.3590, grad_norm: 5.2165 2021-03-14 08:58:34,510 - mmaction - INFO - Epoch [44][360/1253] lr: 7.500e-04, eta: 15:06:32, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.6701, top5_acc: 0.8596, loss_cls: 1.3646, loss: 1.3646, grad_norm: 5.3380 2021-03-14 08:58:46,795 - mmaction - INFO - Epoch [44][380/1253] lr: 7.500e-04, eta: 15:06:13, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6857, top5_acc: 0.8724, loss_cls: 1.2809, loss: 1.2809, grad_norm: 5.1980 2021-03-14 08:58:59,069 - mmaction - INFO - Epoch [44][400/1253] lr: 7.500e-04, eta: 15:05:54, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.6870, top5_acc: 0.8716, loss_cls: 1.2910, loss: 1.2910, grad_norm: 5.1500 2021-03-14 08:59:11,415 - mmaction - INFO - Epoch [44][420/1253] lr: 7.500e-04, eta: 15:05:34, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6750, top5_acc: 0.8573, loss_cls: 1.3531, loss: 1.3531, grad_norm: 5.3306 2021-03-14 08:59:23,613 - mmaction - INFO - Epoch [44][440/1253] lr: 7.500e-04, eta: 15:05:15, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6831, top5_acc: 0.8656, loss_cls: 1.3132, loss: 1.3132, grad_norm: 5.2917 2021-03-14 08:59:35,839 - mmaction - INFO - Epoch [44][460/1253] lr: 7.500e-04, eta: 15:04:56, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6667, top5_acc: 0.8565, loss_cls: 1.3657, loss: 1.3657, grad_norm: 5.3123 2021-03-14 08:59:48,015 - mmaction - INFO - Epoch [44][480/1253] lr: 7.500e-04, eta: 15:04:36, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6747, top5_acc: 0.8612, loss_cls: 1.3422, loss: 1.3422, grad_norm: 5.2806 2021-03-14 09:00:00,232 - mmaction - INFO - Epoch [44][500/1253] lr: 7.500e-04, eta: 15:04:17, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6773, top5_acc: 0.8576, loss_cls: 1.3368, loss: 1.3368, grad_norm: 5.2950 2021-03-14 09:00:12,506 - mmaction - INFO - Epoch [44][520/1253] lr: 7.500e-04, eta: 15:03:58, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6862, top5_acc: 0.8617, loss_cls: 1.3160, loss: 1.3160, grad_norm: 5.1635 2021-03-14 09:00:24,814 - mmaction - INFO - Epoch [44][540/1253] lr: 7.500e-04, eta: 15:03:39, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6654, top5_acc: 0.8628, loss_cls: 1.3722, loss: 1.3722, grad_norm: 5.3105 2021-03-14 09:00:37,107 - mmaction - INFO - Epoch [44][560/1253] lr: 7.500e-04, eta: 15:03:19, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6714, top5_acc: 0.8586, loss_cls: 1.3564, loss: 1.3564, grad_norm: 5.2381 2021-03-14 09:00:49,359 - mmaction - INFO - Epoch [44][580/1253] lr: 7.500e-04, eta: 15:03:00, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6727, top5_acc: 0.8531, loss_cls: 1.3670, loss: 1.3670, grad_norm: 5.2664 2021-03-14 09:01:01,536 - mmaction - INFO - Epoch [44][600/1253] lr: 7.500e-04, eta: 15:02:41, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6659, top5_acc: 0.8487, loss_cls: 1.3885, loss: 1.3885, grad_norm: 5.3930 2021-03-14 09:01:13,771 - mmaction - INFO - Epoch [44][620/1253] lr: 7.500e-04, eta: 15:02:21, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6635, top5_acc: 0.8562, loss_cls: 1.3697, loss: 1.3697, grad_norm: 5.3272 2021-03-14 09:01:25,990 - mmaction - INFO - Epoch [44][640/1253] lr: 7.500e-04, eta: 15:02:02, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6729, top5_acc: 0.8609, loss_cls: 1.3689, loss: 1.3689, grad_norm: 5.3511 2021-03-14 09:01:38,321 - mmaction - INFO - Epoch [44][660/1253] lr: 7.500e-04, eta: 15:01:43, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6703, top5_acc: 0.8560, loss_cls: 1.3617, loss: 1.3617, grad_norm: 5.2786 2021-03-14 09:01:50,604 - mmaction - INFO - Epoch [44][680/1253] lr: 7.500e-04, eta: 15:01:24, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6789, top5_acc: 0.8651, loss_cls: 1.2875, loss: 1.2875, grad_norm: 5.2169 2021-03-14 09:02:02,900 - mmaction - INFO - Epoch [44][700/1253] lr: 7.500e-04, eta: 15:01:05, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6742, top5_acc: 0.8583, loss_cls: 1.3377, loss: 1.3377, grad_norm: 5.2148 2021-03-14 09:02:15,115 - mmaction - INFO - Epoch [44][720/1253] lr: 7.500e-04, eta: 15:00:45, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6706, top5_acc: 0.8643, loss_cls: 1.3390, loss: 1.3390, grad_norm: 5.3045 2021-03-14 09:02:27,326 - mmaction - INFO - Epoch [44][740/1253] lr: 7.500e-04, eta: 15:00:26, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6732, top5_acc: 0.8586, loss_cls: 1.3425, loss: 1.3425, grad_norm: 5.2340 2021-03-14 09:02:39,609 - mmaction - INFO - Epoch [44][760/1253] lr: 7.500e-04, eta: 15:00:07, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6747, top5_acc: 0.8604, loss_cls: 1.3621, loss: 1.3621, grad_norm: 5.3023 2021-03-14 09:02:51,746 - mmaction - INFO - Epoch [44][780/1253] lr: 7.500e-04, eta: 14:59:48, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.6862, top5_acc: 0.8609, loss_cls: 1.3212, loss: 1.3212, grad_norm: 5.2604 2021-03-14 09:03:04,108 - mmaction - INFO - Epoch [44][800/1253] lr: 7.500e-04, eta: 14:59:29, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6784, top5_acc: 0.8648, loss_cls: 1.3289, loss: 1.3289, grad_norm: 5.2686 2021-03-14 09:03:16,266 - mmaction - INFO - Epoch [44][820/1253] lr: 7.500e-04, eta: 14:59:09, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6682, top5_acc: 0.8542, loss_cls: 1.3998, loss: 1.3998, grad_norm: 5.3197 2021-03-14 09:03:28,533 - mmaction - INFO - Epoch [44][840/1253] lr: 7.500e-04, eta: 14:58:50, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6758, top5_acc: 0.8596, loss_cls: 1.3434, loss: 1.3434, grad_norm: 5.2393 2021-03-14 09:03:40,732 - mmaction - INFO - Epoch [44][860/1253] lr: 7.500e-04, eta: 14:58:31, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6656, top5_acc: 0.8484, loss_cls: 1.3801, loss: 1.3801, grad_norm: 5.3385 2021-03-14 09:03:53,051 - mmaction - INFO - Epoch [44][880/1253] lr: 7.500e-04, eta: 14:58:12, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6646, top5_acc: 0.8586, loss_cls: 1.3736, loss: 1.3736, grad_norm: 5.3686 2021-03-14 09:04:05,192 - mmaction - INFO - Epoch [44][900/1253] lr: 7.500e-04, eta: 14:57:52, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.6729, top5_acc: 0.8602, loss_cls: 1.3524, loss: 1.3524, grad_norm: 5.3318 2021-03-14 09:04:17,501 - mmaction - INFO - Epoch [44][920/1253] lr: 7.500e-04, eta: 14:57:33, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6745, top5_acc: 0.8573, loss_cls: 1.3589, loss: 1.3589, grad_norm: 5.3568 2021-03-14 09:04:29,725 - mmaction - INFO - Epoch [44][940/1253] lr: 7.500e-04, eta: 14:57:14, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6786, top5_acc: 0.8651, loss_cls: 1.3164, loss: 1.3164, grad_norm: 5.2034 2021-03-14 09:04:41,989 - mmaction - INFO - Epoch [44][960/1253] lr: 7.500e-04, eta: 14:56:55, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6794, top5_acc: 0.8628, loss_cls: 1.3260, loss: 1.3260, grad_norm: 5.2926 2021-03-14 09:04:54,268 - mmaction - INFO - Epoch [44][980/1253] lr: 7.500e-04, eta: 14:56:36, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6826, top5_acc: 0.8630, loss_cls: 1.3142, loss: 1.3142, grad_norm: 5.2141 2021-03-14 09:05:06,378 - mmaction - INFO - Epoch [44][1000/1253] lr: 7.500e-04, eta: 14:56:16, time: 0.605, data_time: 0.001, memory: 8809, top1_acc: 0.6727, top5_acc: 0.8604, loss_cls: 1.3590, loss: 1.3590, grad_norm: 5.3326 2021-03-14 09:05:18,626 - mmaction - INFO - Epoch [44][1020/1253] lr: 7.500e-04, eta: 14:55:57, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6727, top5_acc: 0.8490, loss_cls: 1.3751, loss: 1.3751, grad_norm: 5.3635 2021-03-14 09:05:30,874 - mmaction - INFO - Epoch [44][1040/1253] lr: 7.500e-04, eta: 14:55:38, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6742, top5_acc: 0.8591, loss_cls: 1.3346, loss: 1.3346, grad_norm: 5.3000 2021-03-14 09:05:43,107 - mmaction - INFO - Epoch [44][1060/1253] lr: 7.500e-04, eta: 14:55:19, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6768, top5_acc: 0.8615, loss_cls: 1.3310, loss: 1.3310, grad_norm: 5.2483 2021-03-14 09:05:55,427 - mmaction - INFO - Epoch [44][1080/1253] lr: 7.500e-04, eta: 14:55:00, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.6708, top5_acc: 0.8578, loss_cls: 1.3698, loss: 1.3698, grad_norm: 5.3936 2021-03-14 09:06:07,844 - mmaction - INFO - Epoch [44][1100/1253] lr: 7.500e-04, eta: 14:54:41, time: 0.621, data_time: 0.003, memory: 8809, top1_acc: 0.6724, top5_acc: 0.8562, loss_cls: 1.3469, loss: 1.3469, grad_norm: 5.2362 2021-03-14 09:06:20,084 - mmaction - INFO - Epoch [44][1120/1253] lr: 7.500e-04, eta: 14:54:22, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6896, top5_acc: 0.8612, loss_cls: 1.3095, loss: 1.3095, grad_norm: 5.1907 2021-03-14 09:06:32,373 - mmaction - INFO - Epoch [44][1140/1253] lr: 7.500e-04, eta: 14:54:03, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6716, top5_acc: 0.8526, loss_cls: 1.3656, loss: 1.3656, grad_norm: 5.3657 2021-03-14 09:06:44,600 - mmaction - INFO - Epoch [44][1160/1253] lr: 7.500e-04, eta: 14:53:44, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6594, top5_acc: 0.8516, loss_cls: 1.3983, loss: 1.3983, grad_norm: 5.4390 2021-03-14 09:06:56,929 - mmaction - INFO - Epoch [44][1180/1253] lr: 7.500e-04, eta: 14:53:25, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6880, top5_acc: 0.8555, loss_cls: 1.3386, loss: 1.3386, grad_norm: 5.2734 2021-03-14 09:07:09,147 - mmaction - INFO - Epoch [44][1200/1253] lr: 7.500e-04, eta: 14:53:06, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6966, top5_acc: 0.8688, loss_cls: 1.2711, loss: 1.2711, grad_norm: 5.2044 2021-03-14 09:07:21,274 - mmaction - INFO - Epoch [44][1220/1253] lr: 7.500e-04, eta: 14:52:46, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.6802, top5_acc: 0.8615, loss_cls: 1.3306, loss: 1.3306, grad_norm: 5.2681 2021-03-14 09:07:33,455 - mmaction - INFO - Epoch [44][1240/1253] lr: 7.500e-04, eta: 14:52:27, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6820, top5_acc: 0.8635, loss_cls: 1.3126, loss: 1.3126, grad_norm: 5.2584 2021-03-14 09:11:08,395 - mmaction - INFO - Epoch [45][20/1253] lr: 7.500e-04, eta: 14:55:51, time: 10.262, data_time: 9.603, memory: 8809, top1_acc: 0.6674, top5_acc: 0.8602, loss_cls: 1.3566, loss: 1.3566, grad_norm: 5.3434 2021-03-14 09:11:20,614 - mmaction - INFO - Epoch [45][40/1253] lr: 7.500e-04, eta: 14:55:32, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6807, top5_acc: 0.8654, loss_cls: 1.3375, loss: 1.3375, grad_norm: 5.2316 2021-03-14 09:11:32,841 - mmaction - INFO - Epoch [45][60/1253] lr: 7.500e-04, eta: 14:55:12, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6836, top5_acc: 0.8612, loss_cls: 1.3027, loss: 1.3027, grad_norm: 5.2343 2021-03-14 09:11:45,061 - mmaction - INFO - Epoch [45][80/1253] lr: 7.500e-04, eta: 14:54:53, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6721, top5_acc: 0.8625, loss_cls: 1.3496, loss: 1.3496, grad_norm: 5.3102 2021-03-14 09:11:57,389 - mmaction - INFO - Epoch [45][100/1253] lr: 7.500e-04, eta: 14:54:34, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6753, top5_acc: 0.8589, loss_cls: 1.3405, loss: 1.3405, grad_norm: 5.2307 2021-03-14 09:12:09,617 - mmaction - INFO - Epoch [45][120/1253] lr: 7.500e-04, eta: 14:54:15, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6857, top5_acc: 0.8573, loss_cls: 1.3338, loss: 1.3338, grad_norm: 5.2856 2021-03-14 09:12:21,890 - mmaction - INFO - Epoch [45][140/1253] lr: 7.500e-04, eta: 14:53:56, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6852, top5_acc: 0.8594, loss_cls: 1.2943, loss: 1.2943, grad_norm: 5.2427 2021-03-14 09:12:34,224 - mmaction - INFO - Epoch [45][160/1253] lr: 7.500e-04, eta: 14:53:36, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6693, top5_acc: 0.8557, loss_cls: 1.3669, loss: 1.3669, grad_norm: 5.2791 2021-03-14 09:12:46,436 - mmaction - INFO - Epoch [45][180/1253] lr: 7.500e-04, eta: 14:53:17, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6711, top5_acc: 0.8492, loss_cls: 1.3922, loss: 1.3922, grad_norm: 5.4136 2021-03-14 09:12:58,676 - mmaction - INFO - Epoch [45][200/1253] lr: 7.500e-04, eta: 14:52:58, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6781, top5_acc: 0.8591, loss_cls: 1.3435, loss: 1.3435, grad_norm: 5.2339 2021-03-14 09:13:11,007 - mmaction - INFO - Epoch [45][220/1253] lr: 7.500e-04, eta: 14:52:39, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6690, top5_acc: 0.8570, loss_cls: 1.3539, loss: 1.3539, grad_norm: 5.3811 2021-03-14 09:13:23,235 - mmaction - INFO - Epoch [45][240/1253] lr: 7.500e-04, eta: 14:52:20, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6698, top5_acc: 0.8531, loss_cls: 1.3787, loss: 1.3787, grad_norm: 5.3781 2021-03-14 09:13:35,393 - mmaction - INFO - Epoch [45][260/1253] lr: 7.500e-04, eta: 14:52:00, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.6852, top5_acc: 0.8536, loss_cls: 1.3268, loss: 1.3268, grad_norm: 5.2272 2021-03-14 09:13:47,655 - mmaction - INFO - Epoch [45][280/1253] lr: 7.500e-04, eta: 14:51:41, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6768, top5_acc: 0.8732, loss_cls: 1.2969, loss: 1.2969, grad_norm: 5.2389 2021-03-14 09:13:59,927 - mmaction - INFO - Epoch [45][300/1253] lr: 7.500e-04, eta: 14:51:22, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6792, top5_acc: 0.8646, loss_cls: 1.3185, loss: 1.3185, grad_norm: 5.2496 2021-03-14 09:14:12,159 - mmaction - INFO - Epoch [45][320/1253] lr: 7.500e-04, eta: 14:51:03, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6820, top5_acc: 0.8690, loss_cls: 1.3025, loss: 1.3025, grad_norm: 5.2943 2021-03-14 09:14:24,394 - mmaction - INFO - Epoch [45][340/1253] lr: 7.500e-04, eta: 14:50:44, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6807, top5_acc: 0.8599, loss_cls: 1.3390, loss: 1.3390, grad_norm: 5.3425 2021-03-14 09:14:36,612 - mmaction - INFO - Epoch [45][360/1253] lr: 7.500e-04, eta: 14:50:25, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6766, top5_acc: 0.8591, loss_cls: 1.3140, loss: 1.3140, grad_norm: 5.3302 2021-03-14 09:14:48,877 - mmaction - INFO - Epoch [45][380/1253] lr: 7.500e-04, eta: 14:50:05, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6695, top5_acc: 0.8622, loss_cls: 1.3468, loss: 1.3468, grad_norm: 5.3703 2021-03-14 09:15:01,142 - mmaction - INFO - Epoch [45][400/1253] lr: 7.500e-04, eta: 14:49:46, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6654, top5_acc: 0.8536, loss_cls: 1.3629, loss: 1.3629, grad_norm: 5.3551 2021-03-14 09:15:13,467 - mmaction - INFO - Epoch [45][420/1253] lr: 7.500e-04, eta: 14:49:27, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6677, top5_acc: 0.8648, loss_cls: 1.3430, loss: 1.3430, grad_norm: 5.3116 2021-03-14 09:15:25,712 - mmaction - INFO - Epoch [45][440/1253] lr: 7.500e-04, eta: 14:49:08, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6859, top5_acc: 0.8667, loss_cls: 1.2839, loss: 1.2839, grad_norm: 5.2261 2021-03-14 09:15:37,875 - mmaction - INFO - Epoch [45][460/1253] lr: 7.500e-04, eta: 14:48:49, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6844, top5_acc: 0.8646, loss_cls: 1.2971, loss: 1.2971, grad_norm: 5.2877 2021-03-14 09:15:50,196 - mmaction - INFO - Epoch [45][480/1253] lr: 7.500e-04, eta: 14:48:30, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.6844, top5_acc: 0.8583, loss_cls: 1.3122, loss: 1.3122, grad_norm: 5.2328 2021-03-14 09:16:02,480 - mmaction - INFO - Epoch [45][500/1253] lr: 7.500e-04, eta: 14:48:11, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6810, top5_acc: 0.8599, loss_cls: 1.3307, loss: 1.3307, grad_norm: 5.3383 2021-03-14 09:16:14,683 - mmaction - INFO - Epoch [45][520/1253] lr: 7.500e-04, eta: 14:47:52, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6784, top5_acc: 0.8583, loss_cls: 1.3353, loss: 1.3353, grad_norm: 5.2897 2021-03-14 09:16:26,881 - mmaction - INFO - Epoch [45][540/1253] lr: 7.500e-04, eta: 14:47:32, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6917, top5_acc: 0.8703, loss_cls: 1.2918, loss: 1.2918, grad_norm: 5.2660 2021-03-14 09:16:39,176 - mmaction - INFO - Epoch [45][560/1253] lr: 7.500e-04, eta: 14:47:13, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6750, top5_acc: 0.8667, loss_cls: 1.3105, loss: 1.3105, grad_norm: 5.2855 2021-03-14 09:16:51,344 - mmaction - INFO - Epoch [45][580/1253] lr: 7.500e-04, eta: 14:46:54, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6768, top5_acc: 0.8612, loss_cls: 1.3157, loss: 1.3157, grad_norm: 5.2907 2021-03-14 09:17:03,597 - mmaction - INFO - Epoch [45][600/1253] lr: 7.500e-04, eta: 14:46:35, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6792, top5_acc: 0.8737, loss_cls: 1.3136, loss: 1.3136, grad_norm: 5.3279 2021-03-14 09:17:15,930 - mmaction - INFO - Epoch [45][620/1253] lr: 7.500e-04, eta: 14:46:16, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.6857, top5_acc: 0.8656, loss_cls: 1.2954, loss: 1.2954, grad_norm: 5.2508 2021-03-14 09:17:28,126 - mmaction - INFO - Epoch [45][640/1253] lr: 7.500e-04, eta: 14:45:57, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6833, top5_acc: 0.8651, loss_cls: 1.3226, loss: 1.3226, grad_norm: 5.3177 2021-03-14 09:17:40,384 - mmaction - INFO - Epoch [45][660/1253] lr: 7.500e-04, eta: 14:45:38, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6781, top5_acc: 0.8641, loss_cls: 1.3196, loss: 1.3196, grad_norm: 5.2608 2021-03-14 09:17:52,564 - mmaction - INFO - Epoch [45][680/1253] lr: 7.500e-04, eta: 14:45:19, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6786, top5_acc: 0.8581, loss_cls: 1.3545, loss: 1.3545, grad_norm: 5.2917 2021-03-14 09:18:04,764 - mmaction - INFO - Epoch [45][700/1253] lr: 7.500e-04, eta: 14:45:00, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6664, top5_acc: 0.8513, loss_cls: 1.3991, loss: 1.3991, grad_norm: 5.3836 2021-03-14 09:18:16,931 - mmaction - INFO - Epoch [45][720/1253] lr: 7.500e-04, eta: 14:44:40, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6956, top5_acc: 0.8701, loss_cls: 1.2799, loss: 1.2799, grad_norm: 5.2037 2021-03-14 09:18:29,263 - mmaction - INFO - Epoch [45][740/1253] lr: 7.500e-04, eta: 14:44:21, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.3473, loss: 1.3473, grad_norm: 5.3447 2021-03-14 09:18:41,562 - mmaction - INFO - Epoch [45][760/1253] lr: 7.500e-04, eta: 14:44:02, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6870, top5_acc: 0.8740, loss_cls: 1.2739, loss: 1.2739, grad_norm: 5.2227 2021-03-14 09:18:53,755 - mmaction - INFO - Epoch [45][780/1253] lr: 7.500e-04, eta: 14:43:43, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6880, top5_acc: 0.8609, loss_cls: 1.2969, loss: 1.2969, grad_norm: 5.2241 2021-03-14 09:19:06,044 - mmaction - INFO - Epoch [45][800/1253] lr: 7.500e-04, eta: 14:43:24, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6695, top5_acc: 0.8531, loss_cls: 1.3606, loss: 1.3606, grad_norm: 5.3642 2021-03-14 09:19:18,352 - mmaction - INFO - Epoch [45][820/1253] lr: 7.500e-04, eta: 14:43:05, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6828, top5_acc: 0.8669, loss_cls: 1.3056, loss: 1.3056, grad_norm: 5.2712 2021-03-14 09:19:30,682 - mmaction - INFO - Epoch [45][840/1253] lr: 7.500e-04, eta: 14:42:46, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6768, top5_acc: 0.8570, loss_cls: 1.3117, loss: 1.3117, grad_norm: 5.2834 2021-03-14 09:19:42,924 - mmaction - INFO - Epoch [45][860/1253] lr: 7.500e-04, eta: 14:42:27, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.6901, top5_acc: 0.8659, loss_cls: 1.2925, loss: 1.2925, grad_norm: 5.3178 2021-03-14 09:19:55,158 - mmaction - INFO - Epoch [45][880/1253] lr: 7.500e-04, eta: 14:42:08, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6880, top5_acc: 0.8612, loss_cls: 1.3149, loss: 1.3149, grad_norm: 5.3082 2021-03-14 09:20:07,422 - mmaction - INFO - Epoch [45][900/1253] lr: 7.500e-04, eta: 14:41:49, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6747, top5_acc: 0.8622, loss_cls: 1.3446, loss: 1.3446, grad_norm: 5.3657 2021-03-14 09:20:19,621 - mmaction - INFO - Epoch [45][920/1253] lr: 7.500e-04, eta: 14:41:30, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6823, top5_acc: 0.8633, loss_cls: 1.2992, loss: 1.2992, grad_norm: 5.2871 2021-03-14 09:20:31,885 - mmaction - INFO - Epoch [45][940/1253] lr: 7.500e-04, eta: 14:41:11, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6862, top5_acc: 0.8659, loss_cls: 1.2996, loss: 1.2996, grad_norm: 5.2766 2021-03-14 09:20:44,206 - mmaction - INFO - Epoch [45][960/1253] lr: 7.500e-04, eta: 14:40:52, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6943, top5_acc: 0.8641, loss_cls: 1.2849, loss: 1.2849, grad_norm: 5.2401 2021-03-14 09:20:56,533 - mmaction - INFO - Epoch [45][980/1253] lr: 7.500e-04, eta: 14:40:33, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6753, top5_acc: 0.8555, loss_cls: 1.3387, loss: 1.3387, grad_norm: 5.2920 2021-03-14 09:21:08,759 - mmaction - INFO - Epoch [45][1000/1253] lr: 7.500e-04, eta: 14:40:14, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6823, top5_acc: 0.8576, loss_cls: 1.3506, loss: 1.3506, grad_norm: 5.3632 2021-03-14 09:21:21,080 - mmaction - INFO - Epoch [45][1020/1253] lr: 7.500e-04, eta: 14:39:56, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6828, top5_acc: 0.8602, loss_cls: 1.3003, loss: 1.3003, grad_norm: 5.3079 2021-03-14 09:21:33,257 - mmaction - INFO - Epoch [45][1040/1253] lr: 7.500e-04, eta: 14:39:36, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6797, top5_acc: 0.8583, loss_cls: 1.3649, loss: 1.3649, grad_norm: 5.3980 2021-03-14 09:21:45,438 - mmaction - INFO - Epoch [45][1060/1253] lr: 7.500e-04, eta: 14:39:17, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6802, top5_acc: 0.8576, loss_cls: 1.3349, loss: 1.3349, grad_norm: 5.2907 2021-03-14 09:21:57,608 - mmaction - INFO - Epoch [45][1080/1253] lr: 7.500e-04, eta: 14:38:58, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6750, top5_acc: 0.8576, loss_cls: 1.3576, loss: 1.3576, grad_norm: 5.3392 2021-03-14 09:22:09,832 - mmaction - INFO - Epoch [45][1100/1253] lr: 7.500e-04, eta: 14:38:39, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6786, top5_acc: 0.8651, loss_cls: 1.3264, loss: 1.3264, grad_norm: 5.2859 2021-03-14 09:22:22,129 - mmaction - INFO - Epoch [45][1120/1253] lr: 7.500e-04, eta: 14:38:20, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6797, top5_acc: 0.8607, loss_cls: 1.3213, loss: 1.3213, grad_norm: 5.3815 2021-03-14 09:22:34,440 - mmaction - INFO - Epoch [45][1140/1253] lr: 7.500e-04, eta: 14:38:02, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6740, top5_acc: 0.8565, loss_cls: 1.3525, loss: 1.3525, grad_norm: 5.4066 2021-03-14 09:22:46,660 - mmaction - INFO - Epoch [45][1160/1253] lr: 7.500e-04, eta: 14:37:43, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6872, top5_acc: 0.8654, loss_cls: 1.3016, loss: 1.3016, grad_norm: 5.2605 2021-03-14 09:22:58,983 - mmaction - INFO - Epoch [45][1180/1253] lr: 7.500e-04, eta: 14:37:24, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6714, top5_acc: 0.8451, loss_cls: 1.3732, loss: 1.3732, grad_norm: 5.4319 2021-03-14 09:23:11,135 - mmaction - INFO - Epoch [45][1200/1253] lr: 7.500e-04, eta: 14:37:05, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6852, top5_acc: 0.8581, loss_cls: 1.3264, loss: 1.3264, grad_norm: 5.3418 2021-03-14 09:23:23,343 - mmaction - INFO - Epoch [45][1220/1253] lr: 7.500e-04, eta: 14:36:46, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6727, top5_acc: 0.8581, loss_cls: 1.3643, loss: 1.3643, grad_norm: 5.3535 2021-03-14 09:23:35,642 - mmaction - INFO - Epoch [45][1240/1253] lr: 7.500e-04, eta: 14:36:27, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6799, top5_acc: 0.8615, loss_cls: 1.3261, loss: 1.3261, grad_norm: 5.3475 2021-03-14 09:27:16,837 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-03-14 09:27:17,817 - mmaction - INFO - top1_acc 0.6935 top5_acc 0.8834 2021-03-14 09:27:17,817 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-03-14 09:27:17,858 - mmaction - INFO - mean_acc 0.6934 2021-03-14 09:27:18,720 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_45.pth. 2021-03-14 09:27:18,721 - mmaction - INFO - Best top1_acc is 0.6935 at 45 epoch. 2021-03-14 09:27:18,729 - mmaction - INFO - Epoch(val) [45][1253] top1_acc: 0.6935, top5_acc: 0.8834, mean_class_accuracy: 0.6934 2021-03-14 09:30:41,807 - mmaction - INFO - Epoch [46][20/1253] lr: 7.500e-04, eta: 14:39:39, time: 10.153, data_time: 9.505, memory: 8809, top1_acc: 0.6932, top5_acc: 0.8638, loss_cls: 1.2566, loss: 1.2566, grad_norm: 5.1300 2021-03-14 09:30:54,080 - mmaction - INFO - Epoch [46][40/1253] lr: 7.500e-04, eta: 14:39:20, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6854, top5_acc: 0.8635, loss_cls: 1.2950, loss: 1.2950, grad_norm: 5.2737 2021-03-14 09:31:06,244 - mmaction - INFO - Epoch [46][60/1253] lr: 7.500e-04, eta: 14:39:01, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6747, top5_acc: 0.8607, loss_cls: 1.3291, loss: 1.3291, grad_norm: 5.3671 2021-03-14 09:31:18,418 - mmaction - INFO - Epoch [46][80/1253] lr: 7.500e-04, eta: 14:38:41, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6849, top5_acc: 0.8674, loss_cls: 1.3029, loss: 1.3029, grad_norm: 5.2129 2021-03-14 09:31:30,599 - mmaction - INFO - Epoch [46][100/1253] lr: 7.500e-04, eta: 14:38:22, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6742, top5_acc: 0.8638, loss_cls: 1.3267, loss: 1.3267, grad_norm: 5.4107 2021-03-14 09:31:42,724 - mmaction - INFO - Epoch [46][120/1253] lr: 7.500e-04, eta: 14:38:03, time: 0.606, data_time: 0.003, memory: 8809, top1_acc: 0.6760, top5_acc: 0.8656, loss_cls: 1.3071, loss: 1.3071, grad_norm: 5.3173 2021-03-14 09:31:54,936 - mmaction - INFO - Epoch [46][140/1253] lr: 7.500e-04, eta: 14:37:44, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6844, top5_acc: 0.8672, loss_cls: 1.3100, loss: 1.3100, grad_norm: 5.2956 2021-03-14 09:32:07,130 - mmaction - INFO - Epoch [46][160/1253] lr: 7.500e-04, eta: 14:37:25, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6708, top5_acc: 0.8643, loss_cls: 1.3071, loss: 1.3071, grad_norm: 5.3234 2021-03-14 09:32:19,439 - mmaction - INFO - Epoch [46][180/1253] lr: 7.500e-04, eta: 14:37:06, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.6742, top5_acc: 0.8586, loss_cls: 1.3558, loss: 1.3558, grad_norm: 5.3696 2021-03-14 09:32:31,666 - mmaction - INFO - Epoch [46][200/1253] lr: 7.500e-04, eta: 14:36:47, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6854, top5_acc: 0.8607, loss_cls: 1.3134, loss: 1.3134, grad_norm: 5.4016 2021-03-14 09:32:43,819 - mmaction - INFO - Epoch [46][220/1253] lr: 7.500e-04, eta: 14:36:28, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6906, top5_acc: 0.8732, loss_cls: 1.2844, loss: 1.2844, grad_norm: 5.2925 2021-03-14 09:32:56,024 - mmaction - INFO - Epoch [46][240/1253] lr: 7.500e-04, eta: 14:36:09, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6758, top5_acc: 0.8594, loss_cls: 1.3334, loss: 1.3334, grad_norm: 5.3457 2021-03-14 09:33:08,102 - mmaction - INFO - Epoch [46][260/1253] lr: 7.500e-04, eta: 14:35:49, time: 0.604, data_time: 0.002, memory: 8809, top1_acc: 0.6875, top5_acc: 0.8630, loss_cls: 1.3121, loss: 1.3121, grad_norm: 5.3214 2021-03-14 09:33:20,366 - mmaction - INFO - Epoch [46][280/1253] lr: 7.500e-04, eta: 14:35:30, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6953, top5_acc: 0.8669, loss_cls: 1.2531, loss: 1.2531, grad_norm: 5.2439 2021-03-14 09:33:32,686 - mmaction - INFO - Epoch [46][300/1253] lr: 7.500e-04, eta: 14:35:12, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6792, top5_acc: 0.8578, loss_cls: 1.3508, loss: 1.3508, grad_norm: 5.3747 2021-03-14 09:33:44,953 - mmaction - INFO - Epoch [46][320/1253] lr: 7.500e-04, eta: 14:34:53, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.6789, top5_acc: 0.8560, loss_cls: 1.3466, loss: 1.3466, grad_norm: 5.3362 2021-03-14 09:33:57,052 - mmaction - INFO - Epoch [46][340/1253] lr: 7.500e-04, eta: 14:34:33, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.6841, top5_acc: 0.8654, loss_cls: 1.3021, loss: 1.3021, grad_norm: 5.3841 2021-03-14 09:34:09,347 - mmaction - INFO - Epoch [46][360/1253] lr: 7.500e-04, eta: 14:34:14, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6755, top5_acc: 0.8690, loss_cls: 1.3078, loss: 1.3078, grad_norm: 5.2781 2021-03-14 09:34:21,647 - mmaction - INFO - Epoch [46][380/1253] lr: 7.500e-04, eta: 14:33:55, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6904, top5_acc: 0.8664, loss_cls: 1.2806, loss: 1.2806, grad_norm: 5.2663 2021-03-14 09:34:33,844 - mmaction - INFO - Epoch [46][400/1253] lr: 7.500e-04, eta: 14:33:36, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6932, top5_acc: 0.8612, loss_cls: 1.2922, loss: 1.2922, grad_norm: 5.2439 2021-03-14 09:34:46,180 - mmaction - INFO - Epoch [46][420/1253] lr: 7.500e-04, eta: 14:33:18, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6779, top5_acc: 0.8612, loss_cls: 1.3680, loss: 1.3680, grad_norm: 5.3051 2021-03-14 09:34:58,419 - mmaction - INFO - Epoch [46][440/1253] lr: 7.500e-04, eta: 14:32:59, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6906, top5_acc: 0.8760, loss_cls: 1.2654, loss: 1.2654, grad_norm: 5.2811 2021-03-14 09:35:10,676 - mmaction - INFO - Epoch [46][460/1253] lr: 7.500e-04, eta: 14:32:40, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.6911, top5_acc: 0.8607, loss_cls: 1.2894, loss: 1.2894, grad_norm: 5.1868 2021-03-14 09:35:22,876 - mmaction - INFO - Epoch [46][480/1253] lr: 7.500e-04, eta: 14:32:21, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6813, top5_acc: 0.8664, loss_cls: 1.3216, loss: 1.3216, grad_norm: 5.3424 2021-03-14 09:35:35,018 - mmaction - INFO - Epoch [46][500/1253] lr: 7.500e-04, eta: 14:32:01, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6802, top5_acc: 0.8646, loss_cls: 1.2876, loss: 1.2876, grad_norm: 5.2858 2021-03-14 09:35:47,306 - mmaction - INFO - Epoch [46][520/1253] lr: 7.500e-04, eta: 14:31:43, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6727, top5_acc: 0.8677, loss_cls: 1.3036, loss: 1.3036, grad_norm: 5.4088 2021-03-14 09:35:59,632 - mmaction - INFO - Epoch [46][540/1253] lr: 7.500e-04, eta: 14:31:24, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6883, top5_acc: 0.8622, loss_cls: 1.3003, loss: 1.3003, grad_norm: 5.2792 2021-03-14 09:36:11,907 - mmaction - INFO - Epoch [46][560/1253] lr: 7.500e-04, eta: 14:31:05, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6987, top5_acc: 0.8773, loss_cls: 1.2549, loss: 1.2549, grad_norm: 5.2082 2021-03-14 09:36:24,158 - mmaction - INFO - Epoch [46][580/1253] lr: 7.500e-04, eta: 14:30:46, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6841, top5_acc: 0.8677, loss_cls: 1.2936, loss: 1.2936, grad_norm: 5.3310 2021-03-14 09:36:36,269 - mmaction - INFO - Epoch [46][600/1253] lr: 7.500e-04, eta: 14:30:27, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.6927, top5_acc: 0.8612, loss_cls: 1.3042, loss: 1.3042, grad_norm: 5.2975 2021-03-14 09:36:48,407 - mmaction - INFO - Epoch [46][620/1253] lr: 7.500e-04, eta: 14:30:08, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6745, top5_acc: 0.8648, loss_cls: 1.3449, loss: 1.3449, grad_norm: 5.3995 2021-03-14 09:37:00,616 - mmaction - INFO - Epoch [46][640/1253] lr: 7.500e-04, eta: 14:29:49, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6766, top5_acc: 0.8641, loss_cls: 1.3445, loss: 1.3445, grad_norm: 5.4147 2021-03-14 09:37:12,679 - mmaction - INFO - Epoch [46][660/1253] lr: 7.500e-04, eta: 14:29:30, time: 0.603, data_time: 0.002, memory: 8809, top1_acc: 0.6836, top5_acc: 0.8693, loss_cls: 1.2953, loss: 1.2953, grad_norm: 5.3469 2021-03-14 09:37:24,870 - mmaction - INFO - Epoch [46][680/1253] lr: 7.500e-04, eta: 14:29:11, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6878, top5_acc: 0.8646, loss_cls: 1.3105, loss: 1.3105, grad_norm: 5.3628 2021-03-14 09:37:37,124 - mmaction - INFO - Epoch [46][700/1253] lr: 7.500e-04, eta: 14:28:52, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6854, top5_acc: 0.8654, loss_cls: 1.3230, loss: 1.3230, grad_norm: 5.3849 2021-03-14 09:37:49,340 - mmaction - INFO - Epoch [46][720/1253] lr: 7.500e-04, eta: 14:28:33, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6781, top5_acc: 0.8612, loss_cls: 1.3158, loss: 1.3158, grad_norm: 5.3805 2021-03-14 09:38:01,531 - mmaction - INFO - Epoch [46][740/1253] lr: 7.500e-04, eta: 14:28:14, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6813, top5_acc: 0.8680, loss_cls: 1.3176, loss: 1.3176, grad_norm: 5.3281 2021-03-14 09:38:13,755 - mmaction - INFO - Epoch [46][760/1253] lr: 7.500e-04, eta: 14:27:55, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6724, top5_acc: 0.8664, loss_cls: 1.3124, loss: 1.3124, grad_norm: 5.3194 2021-03-14 09:38:26,099 - mmaction - INFO - Epoch [46][780/1253] lr: 7.500e-04, eta: 14:27:36, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6747, top5_acc: 0.8526, loss_cls: 1.3584, loss: 1.3584, grad_norm: 5.3986 2021-03-14 09:38:38,330 - mmaction - INFO - Epoch [46][800/1253] lr: 7.500e-04, eta: 14:27:17, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6937, top5_acc: 0.8724, loss_cls: 1.2858, loss: 1.2858, grad_norm: 5.3058 2021-03-14 09:38:50,521 - mmaction - INFO - Epoch [46][820/1253] lr: 7.500e-04, eta: 14:26:58, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.6966, top5_acc: 0.8732, loss_cls: 1.2647, loss: 1.2647, grad_norm: 5.2818 2021-03-14 09:39:02,862 - mmaction - INFO - Epoch [46][840/1253] lr: 7.500e-04, eta: 14:26:39, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6797, top5_acc: 0.8589, loss_cls: 1.3419, loss: 1.3419, grad_norm: 5.4309 2021-03-14 09:39:15,083 - mmaction - INFO - Epoch [46][860/1253] lr: 7.500e-04, eta: 14:26:20, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6878, top5_acc: 0.8594, loss_cls: 1.3139, loss: 1.3139, grad_norm: 5.3052 2021-03-14 09:39:27,342 - mmaction - INFO - Epoch [46][880/1253] lr: 7.500e-04, eta: 14:26:02, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6648, top5_acc: 0.8562, loss_cls: 1.3676, loss: 1.3676, grad_norm: 5.4908 2021-03-14 09:39:39,578 - mmaction - INFO - Epoch [46][900/1253] lr: 7.500e-04, eta: 14:25:43, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6828, top5_acc: 0.8646, loss_cls: 1.3164, loss: 1.3164, grad_norm: 5.3482 2021-03-14 09:39:51,783 - mmaction - INFO - Epoch [46][920/1253] lr: 7.500e-04, eta: 14:25:24, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6763, top5_acc: 0.8531, loss_cls: 1.3516, loss: 1.3516, grad_norm: 5.4588 2021-03-14 09:40:04,045 - mmaction - INFO - Epoch [46][940/1253] lr: 7.500e-04, eta: 14:25:05, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6979, top5_acc: 0.8755, loss_cls: 1.2553, loss: 1.2553, grad_norm: 5.2589 2021-03-14 09:40:16,377 - mmaction - INFO - Epoch [46][960/1253] lr: 7.500e-04, eta: 14:24:46, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6810, top5_acc: 0.8672, loss_cls: 1.3047, loss: 1.3047, grad_norm: 5.3347 2021-03-14 09:40:28,611 - mmaction - INFO - Epoch [46][980/1253] lr: 7.500e-04, eta: 14:24:27, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6721, top5_acc: 0.8570, loss_cls: 1.3335, loss: 1.3335, grad_norm: 5.4346 2021-03-14 09:40:40,757 - mmaction - INFO - Epoch [46][1000/1253] lr: 7.500e-04, eta: 14:24:08, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6852, top5_acc: 0.8656, loss_cls: 1.3062, loss: 1.3062, grad_norm: 5.3410 2021-03-14 09:40:52,887 - mmaction - INFO - Epoch [46][1020/1253] lr: 7.500e-04, eta: 14:23:49, time: 0.607, data_time: 0.003, memory: 8809, top1_acc: 0.6862, top5_acc: 0.8617, loss_cls: 1.3254, loss: 1.3254, grad_norm: 5.3709 2021-03-14 09:41:05,144 - mmaction - INFO - Epoch [46][1040/1253] lr: 7.500e-04, eta: 14:23:31, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6865, top5_acc: 0.8714, loss_cls: 1.2937, loss: 1.2937, grad_norm: 5.3369 2021-03-14 09:41:17,328 - mmaction - INFO - Epoch [46][1060/1253] lr: 7.500e-04, eta: 14:23:12, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6802, top5_acc: 0.8599, loss_cls: 1.3062, loss: 1.3062, grad_norm: 5.3716 2021-03-14 09:41:29,427 - mmaction - INFO - Epoch [46][1080/1253] lr: 7.500e-04, eta: 14:22:53, time: 0.605, data_time: 0.002, memory: 8809, top1_acc: 0.6781, top5_acc: 0.8721, loss_cls: 1.2875, loss: 1.2875, grad_norm: 5.3919 2021-03-14 09:41:41,717 - mmaction - INFO - Epoch [46][1100/1253] lr: 7.500e-04, eta: 14:22:34, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6711, top5_acc: 0.8508, loss_cls: 1.3628, loss: 1.3628, grad_norm: 5.4379 2021-03-14 09:41:54,007 - mmaction - INFO - Epoch [46][1120/1253] lr: 7.500e-04, eta: 14:22:15, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6815, top5_acc: 0.8648, loss_cls: 1.2782, loss: 1.2782, grad_norm: 5.3395 2021-03-14 09:42:06,218 - mmaction - INFO - Epoch [46][1140/1253] lr: 7.500e-04, eta: 14:21:56, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6794, top5_acc: 0.8596, loss_cls: 1.3351, loss: 1.3351, grad_norm: 5.4138 2021-03-14 09:42:18,420 - mmaction - INFO - Epoch [46][1160/1253] lr: 7.500e-04, eta: 14:21:37, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6667, top5_acc: 0.8594, loss_cls: 1.3675, loss: 1.3675, grad_norm: 5.4909 2021-03-14 09:42:30,688 - mmaction - INFO - Epoch [46][1180/1253] lr: 7.500e-04, eta: 14:21:19, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6815, top5_acc: 0.8615, loss_cls: 1.3077, loss: 1.3077, grad_norm: 5.4063 2021-03-14 09:42:42,838 - mmaction - INFO - Epoch [46][1200/1253] lr: 7.500e-04, eta: 14:21:00, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.6945, top5_acc: 0.8698, loss_cls: 1.2832, loss: 1.2832, grad_norm: 5.2701 2021-03-14 09:42:54,971 - mmaction - INFO - Epoch [46][1220/1253] lr: 7.500e-04, eta: 14:20:41, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.6734, top5_acc: 0.8630, loss_cls: 1.3254, loss: 1.3254, grad_norm: 5.4480 2021-03-14 09:43:07,212 - mmaction - INFO - Epoch [46][1240/1253] lr: 7.500e-04, eta: 14:20:22, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6818, top5_acc: 0.8576, loss_cls: 1.3337, loss: 1.3337, grad_norm: 5.3803 2021-03-14 09:46:43,122 - mmaction - INFO - Epoch [47][20/1253] lr: 7.500e-04, eta: 14:23:29, time: 10.315, data_time: 9.679, memory: 8809, top1_acc: 0.6859, top5_acc: 0.8617, loss_cls: 1.2881, loss: 1.2881, grad_norm: 5.2961 2021-03-14 09:46:55,383 - mmaction - INFO - Epoch [47][40/1253] lr: 7.500e-04, eta: 14:23:10, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6766, top5_acc: 0.8542, loss_cls: 1.3485, loss: 1.3485, grad_norm: 5.3866 2021-03-14 09:47:07,601 - mmaction - INFO - Epoch [47][60/1253] lr: 7.500e-04, eta: 14:22:51, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6888, top5_acc: 0.8641, loss_cls: 1.3088, loss: 1.3088, grad_norm: 5.3697 2021-03-14 09:47:19,799 - mmaction - INFO - Epoch [47][80/1253] lr: 7.500e-04, eta: 14:22:32, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6922, top5_acc: 0.8719, loss_cls: 1.2819, loss: 1.2819, grad_norm: 5.3183 2021-03-14 09:47:32,013 - mmaction - INFO - Epoch [47][100/1253] lr: 7.500e-04, eta: 14:22:14, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6805, top5_acc: 0.8581, loss_cls: 1.3267, loss: 1.3267, grad_norm: 5.4340 2021-03-14 09:47:44,155 - mmaction - INFO - Epoch [47][120/1253] lr: 7.500e-04, eta: 14:21:55, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.6984, top5_acc: 0.8690, loss_cls: 1.2687, loss: 1.2687, grad_norm: 5.2656 2021-03-14 09:47:56,349 - mmaction - INFO - Epoch [47][140/1253] lr: 7.500e-04, eta: 14:21:36, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6919, top5_acc: 0.8651, loss_cls: 1.3012, loss: 1.3012, grad_norm: 5.3042 2021-03-14 09:48:08,505 - mmaction - INFO - Epoch [47][160/1253] lr: 7.500e-04, eta: 14:21:17, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6776, top5_acc: 0.8693, loss_cls: 1.3131, loss: 1.3131, grad_norm: 5.3656 2021-03-14 09:48:20,800 - mmaction - INFO - Epoch [47][180/1253] lr: 7.500e-04, eta: 14:20:58, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6823, top5_acc: 0.8604, loss_cls: 1.3037, loss: 1.3037, grad_norm: 5.3321 2021-03-14 09:48:33,010 - mmaction - INFO - Epoch [47][200/1253] lr: 7.500e-04, eta: 14:20:39, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6948, top5_acc: 0.8622, loss_cls: 1.2861, loss: 1.2861, grad_norm: 5.2797 2021-03-14 09:48:45,047 - mmaction - INFO - Epoch [47][220/1253] lr: 7.500e-04, eta: 14:20:20, time: 0.603, data_time: 0.002, memory: 8809, top1_acc: 0.6909, top5_acc: 0.8651, loss_cls: 1.2780, loss: 1.2780, grad_norm: 5.3281 2021-03-14 09:48:57,236 - mmaction - INFO - Epoch [47][240/1253] lr: 7.500e-04, eta: 14:20:01, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6763, top5_acc: 0.8638, loss_cls: 1.3190, loss: 1.3190, grad_norm: 5.4181 2021-03-14 09:49:09,384 - mmaction - INFO - Epoch [47][260/1253] lr: 7.500e-04, eta: 14:19:42, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6852, top5_acc: 0.8646, loss_cls: 1.3022, loss: 1.3022, grad_norm: 5.4428 2021-03-14 09:49:21,519 - mmaction - INFO - Epoch [47][280/1253] lr: 7.500e-04, eta: 14:19:23, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.6794, top5_acc: 0.8570, loss_cls: 1.3405, loss: 1.3405, grad_norm: 5.4003 2021-03-14 09:49:33,781 - mmaction - INFO - Epoch [47][300/1253] lr: 7.500e-04, eta: 14:19:04, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6797, top5_acc: 0.8586, loss_cls: 1.3539, loss: 1.3539, grad_norm: 5.4296 2021-03-14 09:49:45,898 - mmaction - INFO - Epoch [47][320/1253] lr: 7.500e-04, eta: 14:18:45, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.6849, top5_acc: 0.8643, loss_cls: 1.2928, loss: 1.2928, grad_norm: 5.3391 2021-03-14 09:49:58,213 - mmaction - INFO - Epoch [47][340/1253] lr: 7.500e-04, eta: 14:18:26, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6898, top5_acc: 0.8776, loss_cls: 1.2689, loss: 1.2689, grad_norm: 5.3320 2021-03-14 09:50:10,411 - mmaction - INFO - Epoch [47][360/1253] lr: 7.500e-04, eta: 14:18:07, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6844, top5_acc: 0.8607, loss_cls: 1.3478, loss: 1.3478, grad_norm: 5.4311 2021-03-14 09:50:22,667 - mmaction - INFO - Epoch [47][380/1253] lr: 7.500e-04, eta: 14:17:48, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6760, top5_acc: 0.8531, loss_cls: 1.3371, loss: 1.3371, grad_norm: 5.3891 2021-03-14 09:50:34,797 - mmaction - INFO - Epoch [47][400/1253] lr: 7.500e-04, eta: 14:17:29, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.6904, top5_acc: 0.8646, loss_cls: 1.2872, loss: 1.2872, grad_norm: 5.2993 2021-03-14 09:50:47,036 - mmaction - INFO - Epoch [47][420/1253] lr: 7.500e-04, eta: 14:17:11, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6883, top5_acc: 0.8669, loss_cls: 1.2786, loss: 1.2786, grad_norm: 5.2706 2021-03-14 09:50:59,293 - mmaction - INFO - Epoch [47][440/1253] lr: 7.500e-04, eta: 14:16:52, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6818, top5_acc: 0.8599, loss_cls: 1.3154, loss: 1.3154, grad_norm: 5.3427 2021-03-14 09:51:11,671 - mmaction - INFO - Epoch [47][460/1253] lr: 7.500e-04, eta: 14:16:33, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.6813, top5_acc: 0.8630, loss_cls: 1.3073, loss: 1.3073, grad_norm: 5.3664 2021-03-14 09:51:23,924 - mmaction - INFO - Epoch [47][480/1253] lr: 7.500e-04, eta: 14:16:14, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6799, top5_acc: 0.8547, loss_cls: 1.3416, loss: 1.3416, grad_norm: 5.4099 2021-03-14 09:51:36,151 - mmaction - INFO - Epoch [47][500/1253] lr: 7.500e-04, eta: 14:15:55, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6760, top5_acc: 0.8607, loss_cls: 1.3079, loss: 1.3079, grad_norm: 5.3543 2021-03-14 09:51:48,292 - mmaction - INFO - Epoch [47][520/1253] lr: 7.500e-04, eta: 14:15:37, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.6766, top5_acc: 0.8607, loss_cls: 1.3386, loss: 1.3386, grad_norm: 5.4037 2021-03-14 09:52:00,460 - mmaction - INFO - Epoch [47][540/1253] lr: 7.500e-04, eta: 14:15:18, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6901, top5_acc: 0.8674, loss_cls: 1.2916, loss: 1.2916, grad_norm: 5.3266 2021-03-14 09:52:12,706 - mmaction - INFO - Epoch [47][560/1253] lr: 7.500e-04, eta: 14:14:59, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6706, top5_acc: 0.8542, loss_cls: 1.3514, loss: 1.3514, grad_norm: 5.3963 2021-03-14 09:52:26,010 - mmaction - INFO - Epoch [47][580/1253] lr: 7.500e-04, eta: 14:14:41, time: 0.665, data_time: 0.002, memory: 8809, top1_acc: 0.6711, top5_acc: 0.8586, loss_cls: 1.3434, loss: 1.3434, grad_norm: 5.4095 2021-03-14 09:52:38,178 - mmaction - INFO - Epoch [47][600/1253] lr: 7.500e-04, eta: 14:14:22, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6893, top5_acc: 0.8698, loss_cls: 1.2753, loss: 1.2753, grad_norm: 5.3499 2021-03-14 09:52:50,376 - mmaction - INFO - Epoch [47][620/1253] lr: 7.500e-04, eta: 14:14:04, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6771, top5_acc: 0.8510, loss_cls: 1.3394, loss: 1.3394, grad_norm: 5.4432 2021-03-14 09:53:02,538 - mmaction - INFO - Epoch [47][640/1253] lr: 7.500e-04, eta: 14:13:45, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6857, top5_acc: 0.8688, loss_cls: 1.2859, loss: 1.2859, grad_norm: 5.3678 2021-03-14 09:53:14,844 - mmaction - INFO - Epoch [47][660/1253] lr: 7.500e-04, eta: 14:13:26, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6776, top5_acc: 0.8555, loss_cls: 1.3579, loss: 1.3579, grad_norm: 5.4135 2021-03-14 09:53:27,014 - mmaction - INFO - Epoch [47][680/1253] lr: 7.500e-04, eta: 14:13:07, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6716, top5_acc: 0.8602, loss_cls: 1.3547, loss: 1.3547, grad_norm: 5.4381 2021-03-14 09:53:39,210 - mmaction - INFO - Epoch [47][700/1253] lr: 7.500e-04, eta: 14:12:48, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6875, top5_acc: 0.8646, loss_cls: 1.3074, loss: 1.3074, grad_norm: 5.3351 2021-03-14 09:53:51,403 - mmaction - INFO - Epoch [47][720/1253] lr: 7.500e-04, eta: 14:12:29, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6943, top5_acc: 0.8688, loss_cls: 1.2654, loss: 1.2654, grad_norm: 5.3922 2021-03-14 09:54:03,686 - mmaction - INFO - Epoch [47][740/1253] lr: 7.500e-04, eta: 14:12:11, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6852, top5_acc: 0.8625, loss_cls: 1.3042, loss: 1.3042, grad_norm: 5.4127 2021-03-14 09:54:15,950 - mmaction - INFO - Epoch [47][760/1253] lr: 7.500e-04, eta: 14:11:52, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6802, top5_acc: 0.8635, loss_cls: 1.3094, loss: 1.3094, grad_norm: 5.4080 2021-03-14 09:54:28,288 - mmaction - INFO - Epoch [47][780/1253] lr: 7.500e-04, eta: 14:11:33, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6740, top5_acc: 0.8628, loss_cls: 1.3189, loss: 1.3189, grad_norm: 5.4430 2021-03-14 09:54:40,601 - mmaction - INFO - Epoch [47][800/1253] lr: 7.500e-04, eta: 14:11:15, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6786, top5_acc: 0.8617, loss_cls: 1.3135, loss: 1.3135, grad_norm: 5.3118 2021-03-14 09:54:52,797 - mmaction - INFO - Epoch [47][820/1253] lr: 7.500e-04, eta: 14:10:56, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.6737, top5_acc: 0.8591, loss_cls: 1.3356, loss: 1.3356, grad_norm: 5.4171 2021-03-14 09:55:05,010 - mmaction - INFO - Epoch [47][840/1253] lr: 7.500e-04, eta: 14:10:37, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6888, top5_acc: 0.8615, loss_cls: 1.2908, loss: 1.2908, grad_norm: 5.3843 2021-03-14 09:55:17,309 - mmaction - INFO - Epoch [47][860/1253] lr: 7.500e-04, eta: 14:10:18, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6781, top5_acc: 0.8698, loss_cls: 1.2930, loss: 1.2930, grad_norm: 5.3371 2021-03-14 09:55:29,583 - mmaction - INFO - Epoch [47][880/1253] lr: 7.500e-04, eta: 14:10:00, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6820, top5_acc: 0.8685, loss_cls: 1.3127, loss: 1.3127, grad_norm: 5.4001 2021-03-14 09:55:41,951 - mmaction - INFO - Epoch [47][900/1253] lr: 7.500e-04, eta: 14:09:41, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.6794, top5_acc: 0.8669, loss_cls: 1.3114, loss: 1.3114, grad_norm: 5.3718 2021-03-14 09:55:54,322 - mmaction - INFO - Epoch [47][920/1253] lr: 7.500e-04, eta: 14:09:22, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6909, top5_acc: 0.8656, loss_cls: 1.2851, loss: 1.2851, grad_norm: 5.4094 2021-03-14 09:56:06,655 - mmaction - INFO - Epoch [47][940/1253] lr: 7.500e-04, eta: 14:09:04, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6857, top5_acc: 0.8755, loss_cls: 1.2829, loss: 1.2829, grad_norm: 5.4130 2021-03-14 09:56:18,779 - mmaction - INFO - Epoch [47][960/1253] lr: 7.500e-04, eta: 14:08:45, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.6794, top5_acc: 0.8570, loss_cls: 1.3358, loss: 1.3358, grad_norm: 5.5066 2021-03-14 09:56:30,969 - mmaction - INFO - Epoch [47][980/1253] lr: 7.500e-04, eta: 14:08:26, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6758, top5_acc: 0.8607, loss_cls: 1.3261, loss: 1.3261, grad_norm: 5.4671 2021-03-14 09:56:43,120 - mmaction - INFO - Epoch [47][1000/1253] lr: 7.500e-04, eta: 14:08:07, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6711, top5_acc: 0.8557, loss_cls: 1.3478, loss: 1.3478, grad_norm: 5.5208 2021-03-14 09:56:55,343 - mmaction - INFO - Epoch [47][1020/1253] lr: 7.500e-04, eta: 14:07:49, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6958, top5_acc: 0.8701, loss_cls: 1.2541, loss: 1.2541, grad_norm: 5.2677 2021-03-14 09:57:07,648 - mmaction - INFO - Epoch [47][1040/1253] lr: 7.500e-04, eta: 14:07:30, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6828, top5_acc: 0.8641, loss_cls: 1.3170, loss: 1.3170, grad_norm: 5.3917 2021-03-14 09:57:19,846 - mmaction - INFO - Epoch [47][1060/1253] lr: 7.500e-04, eta: 14:07:11, time: 0.610, data_time: 0.004, memory: 8809, top1_acc: 0.6919, top5_acc: 0.8711, loss_cls: 1.2744, loss: 1.2744, grad_norm: 5.3592 2021-03-14 09:57:32,141 - mmaction - INFO - Epoch [47][1080/1253] lr: 7.500e-04, eta: 14:06:53, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6760, top5_acc: 0.8594, loss_cls: 1.3467, loss: 1.3467, grad_norm: 5.5297 2021-03-14 09:57:44,552 - mmaction - INFO - Epoch [47][1100/1253] lr: 7.500e-04, eta: 14:06:34, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.6854, top5_acc: 0.8669, loss_cls: 1.3123, loss: 1.3123, grad_norm: 5.4182 2021-03-14 09:57:56,713 - mmaction - INFO - Epoch [47][1120/1253] lr: 7.500e-04, eta: 14:06:15, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6911, top5_acc: 0.8638, loss_cls: 1.3001, loss: 1.3001, grad_norm: 5.4056 2021-03-14 09:58:08,912 - mmaction - INFO - Epoch [47][1140/1253] lr: 7.500e-04, eta: 14:05:57, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.6727, top5_acc: 0.8594, loss_cls: 1.3562, loss: 1.3562, grad_norm: 5.4931 2021-03-14 09:58:21,204 - mmaction - INFO - Epoch [47][1160/1253] lr: 7.500e-04, eta: 14:05:38, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6977, top5_acc: 0.8706, loss_cls: 1.2496, loss: 1.2496, grad_norm: 5.2678 2021-03-14 09:58:33,467 - mmaction - INFO - Epoch [47][1180/1253] lr: 7.500e-04, eta: 14:05:19, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.6828, top5_acc: 0.8599, loss_cls: 1.3174, loss: 1.3174, grad_norm: 5.3853 2021-03-14 09:58:45,761 - mmaction - INFO - Epoch [47][1200/1253] lr: 7.500e-04, eta: 14:05:01, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6940, top5_acc: 0.8773, loss_cls: 1.2628, loss: 1.2628, grad_norm: 5.3540 2021-03-14 09:58:58,013 - mmaction - INFO - Epoch [47][1220/1253] lr: 7.500e-04, eta: 14:04:42, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6940, top5_acc: 0.8677, loss_cls: 1.2766, loss: 1.2766, grad_norm: 5.2970 2021-03-14 09:59:10,302 - mmaction - INFO - Epoch [47][1240/1253] lr: 7.500e-04, eta: 14:04:24, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6922, top5_acc: 0.8721, loss_cls: 1.2876, loss: 1.2876, grad_norm: 5.4122 2021-03-14 10:02:49,571 - mmaction - INFO - Epoch [48][20/1253] lr: 7.500e-04, eta: 14:07:26, time: 10.483, data_time: 9.742, memory: 8809, top1_acc: 0.6768, top5_acc: 0.8643, loss_cls: 1.3418, loss: 1.3418, grad_norm: 5.4994 2021-03-14 10:03:01,912 - mmaction - INFO - Epoch [48][40/1253] lr: 7.500e-04, eta: 14:07:08, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6763, top5_acc: 0.8581, loss_cls: 1.3205, loss: 1.3205, grad_norm: 5.4370 2021-03-14 10:03:14,141 - mmaction - INFO - Epoch [48][60/1253] lr: 7.500e-04, eta: 14:06:49, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6836, top5_acc: 0.8560, loss_cls: 1.3319, loss: 1.3319, grad_norm: 5.4950 2021-03-14 10:03:26,379 - mmaction - INFO - Epoch [48][80/1253] lr: 7.500e-04, eta: 14:06:30, time: 0.613, data_time: 0.004, memory: 8809, top1_acc: 0.6909, top5_acc: 0.8646, loss_cls: 1.2786, loss: 1.2786, grad_norm: 5.3190 2021-03-14 10:03:38,611 - mmaction - INFO - Epoch [48][100/1253] lr: 7.500e-04, eta: 14:06:11, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6951, top5_acc: 0.8701, loss_cls: 1.2697, loss: 1.2697, grad_norm: 5.3992 2021-03-14 10:03:50,743 - mmaction - INFO - Epoch [48][120/1253] lr: 7.500e-04, eta: 14:05:52, time: 0.607, data_time: 0.003, memory: 8809, top1_acc: 0.6849, top5_acc: 0.8688, loss_cls: 1.2918, loss: 1.2918, grad_norm: 5.3922 2021-03-14 10:04:03,050 - mmaction - INFO - Epoch [48][140/1253] lr: 7.500e-04, eta: 14:05:34, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7023, top5_acc: 0.8734, loss_cls: 1.2376, loss: 1.2376, grad_norm: 5.2974 2021-03-14 10:04:15,345 - mmaction - INFO - Epoch [48][160/1253] lr: 7.500e-04, eta: 14:05:15, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6846, top5_acc: 0.8659, loss_cls: 1.3163, loss: 1.3163, grad_norm: 5.4649 2021-03-14 10:04:27,559 - mmaction - INFO - Epoch [48][180/1253] lr: 7.500e-04, eta: 14:04:56, time: 0.612, data_time: 0.004, memory: 8809, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3112, loss: 1.3112, grad_norm: 5.4322 2021-03-14 10:04:39,735 - mmaction - INFO - Epoch [48][200/1253] lr: 7.500e-04, eta: 14:04:37, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.6961, top5_acc: 0.8656, loss_cls: 1.2605, loss: 1.2605, grad_norm: 5.3400 2021-03-14 10:04:51,972 - mmaction - INFO - Epoch [48][220/1253] lr: 7.500e-04, eta: 14:04:19, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6891, top5_acc: 0.8617, loss_cls: 1.3002, loss: 1.3002, grad_norm: 5.3913 2021-03-14 10:05:04,156 - mmaction - INFO - Epoch [48][240/1253] lr: 7.500e-04, eta: 14:04:00, time: 0.610, data_time: 0.004, memory: 8809, top1_acc: 0.6883, top5_acc: 0.8740, loss_cls: 1.2576, loss: 1.2576, grad_norm: 5.3352 2021-03-14 10:05:16,313 - mmaction - INFO - Epoch [48][260/1253] lr: 7.500e-04, eta: 14:03:41, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6971, top5_acc: 0.8664, loss_cls: 1.2793, loss: 1.2793, grad_norm: 5.3487 2021-03-14 10:05:28,497 - mmaction - INFO - Epoch [48][280/1253] lr: 7.500e-04, eta: 14:03:22, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6786, top5_acc: 0.8641, loss_cls: 1.3229, loss: 1.3229, grad_norm: 5.4418 2021-03-14 10:05:40,653 - mmaction - INFO - Epoch [48][300/1253] lr: 7.500e-04, eta: 14:03:03, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.6891, top5_acc: 0.8742, loss_cls: 1.2812, loss: 1.2812, grad_norm: 5.4565 2021-03-14 10:05:52,887 - mmaction - INFO - Epoch [48][320/1253] lr: 7.500e-04, eta: 14:02:45, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6987, top5_acc: 0.8763, loss_cls: 1.2197, loss: 1.2197, grad_norm: 5.2975 2021-03-14 10:06:05,182 - mmaction - INFO - Epoch [48][340/1253] lr: 7.500e-04, eta: 14:02:26, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6719, top5_acc: 0.8581, loss_cls: 1.3284, loss: 1.3284, grad_norm: 5.5307 2021-03-14 10:06:17,425 - mmaction - INFO - Epoch [48][360/1253] lr: 7.500e-04, eta: 14:02:07, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6883, top5_acc: 0.8719, loss_cls: 1.2714, loss: 1.2714, grad_norm: 5.4083 2021-03-14 10:06:29,559 - mmaction - INFO - Epoch [48][380/1253] lr: 7.500e-04, eta: 14:01:49, time: 0.607, data_time: 0.003, memory: 8809, top1_acc: 0.6841, top5_acc: 0.8661, loss_cls: 1.2983, loss: 1.2983, grad_norm: 5.4165 2021-03-14 10:06:41,802 - mmaction - INFO - Epoch [48][400/1253] lr: 7.500e-04, eta: 14:01:30, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.2690, loss: 1.2690, grad_norm: 5.2779 2021-03-14 10:06:54,126 - mmaction - INFO - Epoch [48][420/1253] lr: 7.500e-04, eta: 14:01:11, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6862, top5_acc: 0.8693, loss_cls: 1.2835, loss: 1.2835, grad_norm: 5.4468 2021-03-14 10:07:06,520 - mmaction - INFO - Epoch [48][440/1253] lr: 7.500e-04, eta: 14:00:53, time: 0.619, data_time: 0.001, memory: 8809, top1_acc: 0.6792, top5_acc: 0.8641, loss_cls: 1.2984, loss: 1.2984, grad_norm: 5.3891 2021-03-14 10:07:18,799 - mmaction - INFO - Epoch [48][460/1253] lr: 7.500e-04, eta: 14:00:34, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6732, top5_acc: 0.8578, loss_cls: 1.3261, loss: 1.3261, grad_norm: 5.5199 2021-03-14 10:07:31,070 - mmaction - INFO - Epoch [48][480/1253] lr: 7.500e-04, eta: 14:00:15, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6766, top5_acc: 0.8721, loss_cls: 1.3154, loss: 1.3154, grad_norm: 5.4890 2021-03-14 10:07:43,185 - mmaction - INFO - Epoch [48][500/1253] lr: 7.500e-04, eta: 13:59:57, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.6990, top5_acc: 0.8677, loss_cls: 1.2823, loss: 1.2823, grad_norm: 5.3606 2021-03-14 10:07:55,369 - mmaction - INFO - Epoch [48][520/1253] lr: 7.500e-04, eta: 13:59:38, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.6875, top5_acc: 0.8539, loss_cls: 1.3072, loss: 1.3072, grad_norm: 5.4136 2021-03-14 10:08:07,479 - mmaction - INFO - Epoch [48][540/1253] lr: 7.500e-04, eta: 13:59:19, time: 0.605, data_time: 0.002, memory: 8809, top1_acc: 0.6815, top5_acc: 0.8609, loss_cls: 1.3214, loss: 1.3214, grad_norm: 5.3561 2021-03-14 10:08:19,755 - mmaction - INFO - Epoch [48][560/1253] lr: 7.500e-04, eta: 13:59:00, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6721, top5_acc: 0.8620, loss_cls: 1.3264, loss: 1.3264, grad_norm: 5.4385 2021-03-14 10:08:32,023 - mmaction - INFO - Epoch [48][580/1253] lr: 7.500e-04, eta: 13:58:42, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7044, top5_acc: 0.8630, loss_cls: 1.2643, loss: 1.2643, grad_norm: 5.2860 2021-03-14 10:08:44,240 - mmaction - INFO - Epoch [48][600/1253] lr: 7.500e-04, eta: 13:58:23, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6906, top5_acc: 0.8562, loss_cls: 1.3267, loss: 1.3267, grad_norm: 5.4402 2021-03-14 10:08:56,372 - mmaction - INFO - Epoch [48][620/1253] lr: 7.500e-04, eta: 13:58:04, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.6833, top5_acc: 0.8583, loss_cls: 1.3049, loss: 1.3049, grad_norm: 5.3982 2021-03-14 10:09:08,740 - mmaction - INFO - Epoch [48][640/1253] lr: 7.500e-04, eta: 13:57:46, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6674, top5_acc: 0.8609, loss_cls: 1.3636, loss: 1.3636, grad_norm: 5.6007 2021-03-14 10:09:20,924 - mmaction - INFO - Epoch [48][660/1253] lr: 7.500e-04, eta: 13:57:27, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6805, top5_acc: 0.8674, loss_cls: 1.3011, loss: 1.3011, grad_norm: 5.4725 2021-03-14 10:09:33,263 - mmaction - INFO - Epoch [48][680/1253] lr: 7.500e-04, eta: 13:57:09, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6888, top5_acc: 0.8669, loss_cls: 1.2534, loss: 1.2534, grad_norm: 5.2917 2021-03-14 10:09:45,479 - mmaction - INFO - Epoch [48][700/1253] lr: 7.500e-04, eta: 13:56:50, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6727, top5_acc: 0.8630, loss_cls: 1.3216, loss: 1.3216, grad_norm: 5.4574 2021-03-14 10:09:57,670 - mmaction - INFO - Epoch [48][720/1253] lr: 7.500e-04, eta: 13:56:31, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6911, top5_acc: 0.8727, loss_cls: 1.2718, loss: 1.2718, grad_norm: 5.3572 2021-03-14 10:10:09,941 - mmaction - INFO - Epoch [48][740/1253] lr: 7.500e-04, eta: 13:56:13, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6805, top5_acc: 0.8646, loss_cls: 1.3331, loss: 1.3331, grad_norm: 5.5816 2021-03-14 10:10:22,119 - mmaction - INFO - Epoch [48][760/1253] lr: 7.500e-04, eta: 13:55:54, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6846, top5_acc: 0.8682, loss_cls: 1.2931, loss: 1.2931, grad_norm: 5.5075 2021-03-14 10:10:34,380 - mmaction - INFO - Epoch [48][780/1253] lr: 7.500e-04, eta: 13:55:35, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6721, top5_acc: 0.8638, loss_cls: 1.3489, loss: 1.3489, grad_norm: 5.5223 2021-03-14 10:10:46,617 - mmaction - INFO - Epoch [48][800/1253] lr: 7.500e-04, eta: 13:55:17, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6904, top5_acc: 0.8680, loss_cls: 1.2658, loss: 1.2658, grad_norm: 5.3250 2021-03-14 10:10:58,802 - mmaction - INFO - Epoch [48][820/1253] lr: 7.500e-04, eta: 13:54:58, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6872, top5_acc: 0.8586, loss_cls: 1.3256, loss: 1.3256, grad_norm: 5.3609 2021-03-14 10:11:11,063 - mmaction - INFO - Epoch [48][840/1253] lr: 7.500e-04, eta: 13:54:39, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6841, top5_acc: 0.8664, loss_cls: 1.3197, loss: 1.3197, grad_norm: 5.4662 2021-03-14 10:11:23,291 - mmaction - INFO - Epoch [48][860/1253] lr: 7.500e-04, eta: 13:54:21, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6966, top5_acc: 0.8763, loss_cls: 1.2488, loss: 1.2488, grad_norm: 5.3415 2021-03-14 10:11:35,451 - mmaction - INFO - Epoch [48][880/1253] lr: 7.500e-04, eta: 13:54:02, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6779, top5_acc: 0.8664, loss_cls: 1.2965, loss: 1.2965, grad_norm: 5.4244 2021-03-14 10:11:47,768 - mmaction - INFO - Epoch [48][900/1253] lr: 7.500e-04, eta: 13:53:44, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.6896, top5_acc: 0.8742, loss_cls: 1.2611, loss: 1.2611, grad_norm: 5.4020 2021-03-14 10:12:00,010 - mmaction - INFO - Epoch [48][920/1253] lr: 7.500e-04, eta: 13:53:25, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6711, top5_acc: 0.8612, loss_cls: 1.3374, loss: 1.3374, grad_norm: 5.5176 2021-03-14 10:12:12,152 - mmaction - INFO - Epoch [48][940/1253] lr: 7.500e-04, eta: 13:53:06, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6833, top5_acc: 0.8688, loss_cls: 1.3126, loss: 1.3126, grad_norm: 5.4482 2021-03-14 10:12:24,429 - mmaction - INFO - Epoch [48][960/1253] lr: 7.500e-04, eta: 13:52:48, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6786, top5_acc: 0.8688, loss_cls: 1.3159, loss: 1.3159, grad_norm: 5.5079 2021-03-14 10:12:36,765 - mmaction - INFO - Epoch [48][980/1253] lr: 7.500e-04, eta: 13:52:29, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6841, top5_acc: 0.8633, loss_cls: 1.2997, loss: 1.2997, grad_norm: 5.4197 2021-03-14 10:12:49,050 - mmaction - INFO - Epoch [48][1000/1253] lr: 7.500e-04, eta: 13:52:11, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6922, top5_acc: 0.8698, loss_cls: 1.2687, loss: 1.2687, grad_norm: 5.4975 2021-03-14 10:13:01,194 - mmaction - INFO - Epoch [48][1020/1253] lr: 7.500e-04, eta: 13:51:52, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8729, loss_cls: 1.2548, loss: 1.2548, grad_norm: 5.3091 2021-03-14 10:13:13,409 - mmaction - INFO - Epoch [48][1040/1253] lr: 7.500e-04, eta: 13:51:33, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6888, top5_acc: 0.8750, loss_cls: 1.2661, loss: 1.2661, grad_norm: 5.4592 2021-03-14 10:13:25,542 - mmaction - INFO - Epoch [48][1060/1253] lr: 7.500e-04, eta: 13:51:15, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.6896, top5_acc: 0.8716, loss_cls: 1.2781, loss: 1.2781, grad_norm: 5.3644 2021-03-14 10:13:37,784 - mmaction - INFO - Epoch [48][1080/1253] lr: 7.500e-04, eta: 13:50:56, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6810, top5_acc: 0.8688, loss_cls: 1.3019, loss: 1.3019, grad_norm: 5.4549 2021-03-14 10:13:49,995 - mmaction - INFO - Epoch [48][1100/1253] lr: 7.500e-04, eta: 13:50:38, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6758, top5_acc: 0.8604, loss_cls: 1.3162, loss: 1.3162, grad_norm: 5.5047 2021-03-14 10:14:02,142 - mmaction - INFO - Epoch [48][1120/1253] lr: 7.500e-04, eta: 13:50:19, time: 0.607, data_time: 0.003, memory: 8809, top1_acc: 0.6846, top5_acc: 0.8724, loss_cls: 1.2761, loss: 1.2761, grad_norm: 5.4027 2021-03-14 10:14:14,474 - mmaction - INFO - Epoch [48][1140/1253] lr: 7.500e-04, eta: 13:50:01, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6969, top5_acc: 0.8768, loss_cls: 1.2645, loss: 1.2645, grad_norm: 5.3253 2021-03-14 10:14:26,756 - mmaction - INFO - Epoch [48][1160/1253] lr: 7.500e-04, eta: 13:49:42, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6909, top5_acc: 0.8596, loss_cls: 1.2985, loss: 1.2985, grad_norm: 5.4328 2021-03-14 10:14:39,011 - mmaction - INFO - Epoch [48][1180/1253] lr: 7.500e-04, eta: 13:49:24, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6635, top5_acc: 0.8526, loss_cls: 1.4153, loss: 1.4153, grad_norm: 5.6023 2021-03-14 10:14:51,287 - mmaction - INFO - Epoch [48][1200/1253] lr: 7.500e-04, eta: 13:49:05, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6831, top5_acc: 0.8690, loss_cls: 1.2876, loss: 1.2876, grad_norm: 5.4006 2021-03-14 10:15:03,472 - mmaction - INFO - Epoch [48][1220/1253] lr: 7.500e-04, eta: 13:48:46, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6872, top5_acc: 0.8557, loss_cls: 1.2973, loss: 1.2973, grad_norm: 5.4006 2021-03-14 10:15:15,731 - mmaction - INFO - Epoch [48][1240/1253] lr: 7.500e-04, eta: 13:48:28, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6872, top5_acc: 0.8742, loss_cls: 1.2656, loss: 1.2656, grad_norm: 5.4426 2021-03-14 10:18:52,427 - mmaction - INFO - Epoch [49][20/1253] lr: 7.500e-04, eta: 13:51:20, time: 10.357, data_time: 9.667, memory: 8809, top1_acc: 0.6971, top5_acc: 0.8734, loss_cls: 1.2616, loss: 1.2616, grad_norm: 5.3881 2021-03-14 10:19:04,626 - mmaction - INFO - Epoch [49][40/1253] lr: 7.500e-04, eta: 13:51:01, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6831, top5_acc: 0.8586, loss_cls: 1.3186, loss: 1.3186, grad_norm: 5.5132 2021-03-14 10:19:16,802 - mmaction - INFO - Epoch [49][60/1253] lr: 7.500e-04, eta: 13:50:42, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6872, top5_acc: 0.8768, loss_cls: 1.2483, loss: 1.2483, grad_norm: 5.3588 2021-03-14 10:19:29,066 - mmaction - INFO - Epoch [49][80/1253] lr: 7.500e-04, eta: 13:50:24, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6992, top5_acc: 0.8760, loss_cls: 1.2383, loss: 1.2383, grad_norm: 5.3544 2021-03-14 10:19:41,318 - mmaction - INFO - Epoch [49][100/1253] lr: 7.500e-04, eta: 13:50:05, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6937, top5_acc: 0.8664, loss_cls: 1.2696, loss: 1.2696, grad_norm: 5.3798 2021-03-14 10:19:53,495 - mmaction - INFO - Epoch [49][120/1253] lr: 7.500e-04, eta: 13:49:46, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6755, top5_acc: 0.8596, loss_cls: 1.3372, loss: 1.3372, grad_norm: 5.5363 2021-03-14 10:20:05,634 - mmaction - INFO - Epoch [49][140/1253] lr: 7.500e-04, eta: 13:49:28, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.6857, top5_acc: 0.8659, loss_cls: 1.2731, loss: 1.2731, grad_norm: 5.3863 2021-03-14 10:20:17,881 - mmaction - INFO - Epoch [49][160/1253] lr: 7.500e-04, eta: 13:49:09, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6792, top5_acc: 0.8604, loss_cls: 1.3260, loss: 1.3260, grad_norm: 5.5050 2021-03-14 10:20:30,007 - mmaction - INFO - Epoch [49][180/1253] lr: 7.500e-04, eta: 13:48:50, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.6750, top5_acc: 0.8591, loss_cls: 1.3320, loss: 1.3320, grad_norm: 5.4695 2021-03-14 10:20:42,192 - mmaction - INFO - Epoch [49][200/1253] lr: 7.500e-04, eta: 13:48:32, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.6901, top5_acc: 0.8688, loss_cls: 1.2825, loss: 1.2825, grad_norm: 5.4800 2021-03-14 10:20:54,417 - mmaction - INFO - Epoch [49][220/1253] lr: 7.500e-04, eta: 13:48:13, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6797, top5_acc: 0.8708, loss_cls: 1.2769, loss: 1.2769, grad_norm: 5.4003 2021-03-14 10:21:06,647 - mmaction - INFO - Epoch [49][240/1253] lr: 7.500e-04, eta: 13:47:54, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6927, top5_acc: 0.8622, loss_cls: 1.2734, loss: 1.2734, grad_norm: 5.3636 2021-03-14 10:21:18,861 - mmaction - INFO - Epoch [49][260/1253] lr: 7.500e-04, eta: 13:47:36, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6839, top5_acc: 0.8714, loss_cls: 1.2868, loss: 1.2868, grad_norm: 5.4281 2021-03-14 10:21:31,025 - mmaction - INFO - Epoch [49][280/1253] lr: 7.500e-04, eta: 13:47:17, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6766, top5_acc: 0.8568, loss_cls: 1.3209, loss: 1.3209, grad_norm: 5.5654 2021-03-14 10:21:43,331 - mmaction - INFO - Epoch [49][300/1253] lr: 7.500e-04, eta: 13:46:59, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.6927, top5_acc: 0.8693, loss_cls: 1.2618, loss: 1.2618, grad_norm: 5.4400 2021-03-14 10:21:55,550 - mmaction - INFO - Epoch [49][320/1253] lr: 7.500e-04, eta: 13:46:40, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6930, top5_acc: 0.8737, loss_cls: 1.2686, loss: 1.2686, grad_norm: 5.4393 2021-03-14 10:22:07,824 - mmaction - INFO - Epoch [49][340/1253] lr: 7.500e-04, eta: 13:46:22, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6891, top5_acc: 0.8698, loss_cls: 1.2845, loss: 1.2845, grad_norm: 5.4495 2021-03-14 10:22:20,191 - mmaction - INFO - Epoch [49][360/1253] lr: 7.500e-04, eta: 13:46:03, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6948, top5_acc: 0.8727, loss_cls: 1.2457, loss: 1.2457, grad_norm: 5.3690 2021-03-14 10:22:32,410 - mmaction - INFO - Epoch [49][380/1253] lr: 7.500e-04, eta: 13:45:44, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6919, top5_acc: 0.8721, loss_cls: 1.2574, loss: 1.2574, grad_norm: 5.3868 2021-03-14 10:22:44,686 - mmaction - INFO - Epoch [49][400/1253] lr: 7.500e-04, eta: 13:45:26, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6820, top5_acc: 0.8674, loss_cls: 1.3024, loss: 1.3024, grad_norm: 5.5787 2021-03-14 10:22:56,941 - mmaction - INFO - Epoch [49][420/1253] lr: 7.500e-04, eta: 13:45:07, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6794, top5_acc: 0.8635, loss_cls: 1.3215, loss: 1.3215, grad_norm: 5.6227 2021-03-14 10:23:09,285 - mmaction - INFO - Epoch [49][440/1253] lr: 7.500e-04, eta: 13:44:49, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7023, top5_acc: 0.8773, loss_cls: 1.2189, loss: 1.2189, grad_norm: 5.3769 2021-03-14 10:23:21,561 - mmaction - INFO - Epoch [49][460/1253] lr: 7.500e-04, eta: 13:44:30, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6898, top5_acc: 0.8669, loss_cls: 1.2998, loss: 1.2998, grad_norm: 5.5192 2021-03-14 10:23:33,859 - mmaction - INFO - Epoch [49][480/1253] lr: 7.500e-04, eta: 13:44:12, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6870, top5_acc: 0.8706, loss_cls: 1.2569, loss: 1.2569, grad_norm: 5.3973 2021-03-14 10:23:46,089 - mmaction - INFO - Epoch [49][500/1253] lr: 7.500e-04, eta: 13:43:53, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6844, top5_acc: 0.8667, loss_cls: 1.3088, loss: 1.3088, grad_norm: 5.4944 2021-03-14 10:23:58,304 - mmaction - INFO - Epoch [49][520/1253] lr: 7.500e-04, eta: 13:43:35, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6924, top5_acc: 0.8667, loss_cls: 1.2804, loss: 1.2804, grad_norm: 5.3985 2021-03-14 10:24:10,435 - mmaction - INFO - Epoch [49][540/1253] lr: 7.500e-04, eta: 13:43:16, time: 0.607, data_time: 0.003, memory: 8809, top1_acc: 0.6867, top5_acc: 0.8659, loss_cls: 1.3022, loss: 1.3022, grad_norm: 5.5100 2021-03-14 10:24:22,650 - mmaction - INFO - Epoch [49][560/1253] lr: 7.500e-04, eta: 13:42:58, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6911, top5_acc: 0.8734, loss_cls: 1.2779, loss: 1.2779, grad_norm: 5.4208 2021-03-14 10:24:34,978 - mmaction - INFO - Epoch [49][580/1253] lr: 7.500e-04, eta: 13:42:39, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6961, top5_acc: 0.8740, loss_cls: 1.2412, loss: 1.2412, grad_norm: 5.3460 2021-03-14 10:24:47,360 - mmaction - INFO - Epoch [49][600/1253] lr: 7.500e-04, eta: 13:42:21, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8789, loss_cls: 1.2145, loss: 1.2145, grad_norm: 5.3201 2021-03-14 10:24:59,680 - mmaction - INFO - Epoch [49][620/1253] lr: 7.500e-04, eta: 13:42:02, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6979, top5_acc: 0.8773, loss_cls: 1.2564, loss: 1.2564, grad_norm: 5.4507 2021-03-14 10:25:11,888 - mmaction - INFO - Epoch [49][640/1253] lr: 7.500e-04, eta: 13:41:44, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6896, top5_acc: 0.8674, loss_cls: 1.2791, loss: 1.2791, grad_norm: 5.5222 2021-03-14 10:25:24,073 - mmaction - INFO - Epoch [49][660/1253] lr: 7.500e-04, eta: 13:41:25, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6776, top5_acc: 0.8651, loss_cls: 1.2807, loss: 1.2807, grad_norm: 5.5914 2021-03-14 10:25:36,298 - mmaction - INFO - Epoch [49][680/1253] lr: 7.500e-04, eta: 13:41:07, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6945, top5_acc: 0.8708, loss_cls: 1.2513, loss: 1.2513, grad_norm: 5.4126 2021-03-14 10:25:48,644 - mmaction - INFO - Epoch [49][700/1253] lr: 7.500e-04, eta: 13:40:48, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6922, top5_acc: 0.8690, loss_cls: 1.2649, loss: 1.2649, grad_norm: 5.3766 2021-03-14 10:26:00,901 - mmaction - INFO - Epoch [49][720/1253] lr: 7.500e-04, eta: 13:40:30, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.2942, loss: 1.2942, grad_norm: 5.4290 2021-03-14 10:26:13,162 - mmaction - INFO - Epoch [49][740/1253] lr: 7.500e-04, eta: 13:40:11, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6924, top5_acc: 0.8727, loss_cls: 1.2446, loss: 1.2446, grad_norm: 5.3787 2021-03-14 10:26:25,296 - mmaction - INFO - Epoch [49][760/1253] lr: 7.500e-04, eta: 13:39:53, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6919, top5_acc: 0.8706, loss_cls: 1.2904, loss: 1.2904, grad_norm: 5.5506 2021-03-14 10:26:37,558 - mmaction - INFO - Epoch [49][780/1253] lr: 7.500e-04, eta: 13:39:34, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6953, top5_acc: 0.8706, loss_cls: 1.2749, loss: 1.2749, grad_norm: 5.4083 2021-03-14 10:26:49,675 - mmaction - INFO - Epoch [49][800/1253] lr: 7.500e-04, eta: 13:39:16, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.6872, top5_acc: 0.8698, loss_cls: 1.2844, loss: 1.2844, grad_norm: 5.4171 2021-03-14 10:27:01,861 - mmaction - INFO - Epoch [49][820/1253] lr: 7.500e-04, eta: 13:38:57, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6857, top5_acc: 0.8625, loss_cls: 1.3308, loss: 1.3308, grad_norm: 5.5036 2021-03-14 10:27:14,166 - mmaction - INFO - Epoch [49][840/1253] lr: 7.500e-04, eta: 13:38:39, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6865, top5_acc: 0.8695, loss_cls: 1.2824, loss: 1.2824, grad_norm: 5.5464 2021-03-14 10:27:26,300 - mmaction - INFO - Epoch [49][860/1253] lr: 7.500e-04, eta: 13:38:20, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6911, top5_acc: 0.8607, loss_cls: 1.3105, loss: 1.3105, grad_norm: 5.4189 2021-03-14 10:27:38,628 - mmaction - INFO - Epoch [49][880/1253] lr: 7.500e-04, eta: 13:38:02, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6909, top5_acc: 0.8701, loss_cls: 1.2610, loss: 1.2610, grad_norm: 5.5222 2021-03-14 10:27:50,936 - mmaction - INFO - Epoch [49][900/1253] lr: 7.500e-04, eta: 13:37:43, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6896, top5_acc: 0.8667, loss_cls: 1.2561, loss: 1.2561, grad_norm: 5.4218 2021-03-14 10:28:03,242 - mmaction - INFO - Epoch [49][920/1253] lr: 7.500e-04, eta: 13:37:25, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6776, top5_acc: 0.8560, loss_cls: 1.3404, loss: 1.3404, grad_norm: 5.5144 2021-03-14 10:28:15,537 - mmaction - INFO - Epoch [49][940/1253] lr: 7.500e-04, eta: 13:37:07, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6898, top5_acc: 0.8701, loss_cls: 1.2950, loss: 1.2950, grad_norm: 5.4456 2021-03-14 10:28:27,649 - mmaction - INFO - Epoch [49][960/1253] lr: 7.500e-04, eta: 13:36:48, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.6815, top5_acc: 0.8711, loss_cls: 1.2966, loss: 1.2966, grad_norm: 5.5023 2021-03-14 10:28:39,770 - mmaction - INFO - Epoch [49][980/1253] lr: 7.500e-04, eta: 13:36:29, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.6930, top5_acc: 0.8711, loss_cls: 1.2599, loss: 1.2599, grad_norm: 5.4028 2021-03-14 10:28:51,973 - mmaction - INFO - Epoch [49][1000/1253] lr: 7.500e-04, eta: 13:36:11, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6833, top5_acc: 0.8648, loss_cls: 1.3021, loss: 1.3021, grad_norm: 5.4780 2021-03-14 10:29:04,259 - mmaction - INFO - Epoch [49][1020/1253] lr: 7.500e-04, eta: 13:35:53, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6982, top5_acc: 0.8674, loss_cls: 1.2900, loss: 1.2900, grad_norm: 5.4410 2021-03-14 10:29:16,591 - mmaction - INFO - Epoch [49][1040/1253] lr: 7.500e-04, eta: 13:35:34, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6870, top5_acc: 0.8625, loss_cls: 1.2967, loss: 1.2967, grad_norm: 5.4594 2021-03-14 10:29:28,952 - mmaction - INFO - Epoch [49][1060/1253] lr: 7.500e-04, eta: 13:35:16, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.6875, top5_acc: 0.8646, loss_cls: 1.3087, loss: 1.3087, grad_norm: 5.5682 2021-03-14 10:29:41,203 - mmaction - INFO - Epoch [49][1080/1253] lr: 7.500e-04, eta: 13:34:57, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6891, top5_acc: 0.8630, loss_cls: 1.2915, loss: 1.2915, grad_norm: 5.4430 2021-03-14 10:29:53,536 - mmaction - INFO - Epoch [49][1100/1253] lr: 7.500e-04, eta: 13:34:39, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6937, top5_acc: 0.8612, loss_cls: 1.3094, loss: 1.3094, grad_norm: 5.4617 2021-03-14 10:30:05,839 - mmaction - INFO - Epoch [49][1120/1253] lr: 7.500e-04, eta: 13:34:21, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6872, top5_acc: 0.8680, loss_cls: 1.2512, loss: 1.2512, grad_norm: 5.4533 2021-03-14 10:30:18,038 - mmaction - INFO - Epoch [49][1140/1253] lr: 7.500e-04, eta: 13:34:02, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6919, top5_acc: 0.8708, loss_cls: 1.2593, loss: 1.2593, grad_norm: 5.5074 2021-03-14 10:30:30,231 - mmaction - INFO - Epoch [49][1160/1253] lr: 7.500e-04, eta: 13:33:44, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.6927, top5_acc: 0.8609, loss_cls: 1.2919, loss: 1.2919, grad_norm: 5.4470 2021-03-14 10:30:42,467 - mmaction - INFO - Epoch [49][1180/1253] lr: 7.500e-04, eta: 13:33:25, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6820, top5_acc: 0.8674, loss_cls: 1.3037, loss: 1.3037, grad_norm: 5.5256 2021-03-14 10:30:54,619 - mmaction - INFO - Epoch [49][1200/1253] lr: 7.500e-04, eta: 13:33:07, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6677, top5_acc: 0.8612, loss_cls: 1.3502, loss: 1.3502, grad_norm: 5.5860 2021-03-14 10:31:06,904 - mmaction - INFO - Epoch [49][1220/1253] lr: 7.500e-04, eta: 13:32:49, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6768, top5_acc: 0.8570, loss_cls: 1.3525, loss: 1.3525, grad_norm: 5.5772 2021-03-14 10:31:19,235 - mmaction - INFO - Epoch [49][1240/1253] lr: 7.500e-04, eta: 13:32:30, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6828, top5_acc: 0.8633, loss_cls: 1.2789, loss: 1.2789, grad_norm: 5.4732 2021-03-14 10:34:54,352 - mmaction - INFO - Epoch [50][20/1253] lr: 7.500e-04, eta: 13:35:13, time: 10.280, data_time: 9.580, memory: 8809, top1_acc: 0.6857, top5_acc: 0.8685, loss_cls: 1.2808, loss: 1.2808, grad_norm: 5.5223 2021-03-14 10:35:06,559 - mmaction - INFO - Epoch [50][40/1253] lr: 7.500e-04, eta: 13:34:54, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6937, top5_acc: 0.8677, loss_cls: 1.2597, loss: 1.2597, grad_norm: 5.4668 2021-03-14 10:35:18,745 - mmaction - INFO - Epoch [50][60/1253] lr: 7.500e-04, eta: 13:34:36, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6880, top5_acc: 0.8753, loss_cls: 1.2469, loss: 1.2469, grad_norm: 5.4606 2021-03-14 10:35:31,048 - mmaction - INFO - Epoch [50][80/1253] lr: 7.500e-04, eta: 13:34:17, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6919, top5_acc: 0.8758, loss_cls: 1.2422, loss: 1.2422, grad_norm: 5.3949 2021-03-14 10:35:43,250 - mmaction - INFO - Epoch [50][100/1253] lr: 7.500e-04, eta: 13:33:59, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6919, top5_acc: 0.8688, loss_cls: 1.2784, loss: 1.2784, grad_norm: 5.4654 2021-03-14 10:35:55,515 - mmaction - INFO - Epoch [50][120/1253] lr: 7.500e-04, eta: 13:33:40, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.6831, top5_acc: 0.8685, loss_cls: 1.3046, loss: 1.3046, grad_norm: 5.5743 2021-03-14 10:36:07,728 - mmaction - INFO - Epoch [50][140/1253] lr: 7.500e-04, eta: 13:33:22, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7036, top5_acc: 0.8763, loss_cls: 1.2425, loss: 1.2425, grad_norm: 5.3512 2021-03-14 10:36:19,932 - mmaction - INFO - Epoch [50][160/1253] lr: 7.500e-04, eta: 13:33:03, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6823, top5_acc: 0.8630, loss_cls: 1.3109, loss: 1.3109, grad_norm: 5.4898 2021-03-14 10:36:32,227 - mmaction - INFO - Epoch [50][180/1253] lr: 7.500e-04, eta: 13:32:45, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6802, top5_acc: 0.8620, loss_cls: 1.3097, loss: 1.3097, grad_norm: 5.4966 2021-03-14 10:36:44,461 - mmaction - INFO - Epoch [50][200/1253] lr: 7.500e-04, eta: 13:32:26, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6852, top5_acc: 0.8690, loss_cls: 1.3036, loss: 1.3036, grad_norm: 5.6510 2021-03-14 10:36:56,662 - mmaction - INFO - Epoch [50][220/1253] lr: 7.500e-04, eta: 13:32:08, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2581, loss: 1.2581, grad_norm: 5.4069 2021-03-14 10:37:08,878 - mmaction - INFO - Epoch [50][240/1253] lr: 7.500e-04, eta: 13:31:49, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.6844, top5_acc: 0.8711, loss_cls: 1.2776, loss: 1.2776, grad_norm: 5.5563 2021-03-14 10:37:21,180 - mmaction - INFO - Epoch [50][260/1253] lr: 7.500e-04, eta: 13:31:31, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6846, top5_acc: 0.8732, loss_cls: 1.2739, loss: 1.2739, grad_norm: 5.4322 2021-03-14 10:37:33,472 - mmaction - INFO - Epoch [50][280/1253] lr: 7.500e-04, eta: 13:31:13, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6789, top5_acc: 0.8669, loss_cls: 1.3196, loss: 1.3196, grad_norm: 5.5402 2021-03-14 10:37:45,783 - mmaction - INFO - Epoch [50][300/1253] lr: 7.500e-04, eta: 13:30:54, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6799, top5_acc: 0.8695, loss_cls: 1.2699, loss: 1.2699, grad_norm: 5.4327 2021-03-14 10:37:58,011 - mmaction - INFO - Epoch [50][320/1253] lr: 7.500e-04, eta: 13:30:36, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6935, top5_acc: 0.8620, loss_cls: 1.2691, loss: 1.2691, grad_norm: 5.4430 2021-03-14 10:38:10,160 - mmaction - INFO - Epoch [50][340/1253] lr: 7.500e-04, eta: 13:30:17, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.6776, top5_acc: 0.8680, loss_cls: 1.3149, loss: 1.3149, grad_norm: 5.6931 2021-03-14 10:38:22,592 - mmaction - INFO - Epoch [50][360/1253] lr: 7.500e-04, eta: 13:29:59, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.6878, top5_acc: 0.8688, loss_cls: 1.2845, loss: 1.2845, grad_norm: 5.5220 2021-03-14 10:38:34,814 - mmaction - INFO - Epoch [50][380/1253] lr: 7.500e-04, eta: 13:29:40, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6891, top5_acc: 0.8654, loss_cls: 1.2835, loss: 1.2835, grad_norm: 5.5048 2021-03-14 10:38:47,021 - mmaction - INFO - Epoch [50][400/1253] lr: 7.500e-04, eta: 13:29:22, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6935, top5_acc: 0.8695, loss_cls: 1.2588, loss: 1.2588, grad_norm: 5.4577 2021-03-14 10:38:59,135 - mmaction - INFO - Epoch [50][420/1253] lr: 7.500e-04, eta: 13:29:03, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.6971, top5_acc: 0.8729, loss_cls: 1.2460, loss: 1.2460, grad_norm: 5.3283 2021-03-14 10:39:11,414 - mmaction - INFO - Epoch [50][440/1253] lr: 7.500e-04, eta: 13:28:45, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7112, top5_acc: 0.8732, loss_cls: 1.2323, loss: 1.2323, grad_norm: 5.3488 2021-03-14 10:39:23,677 - mmaction - INFO - Epoch [50][460/1253] lr: 7.500e-04, eta: 13:28:27, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7026, top5_acc: 0.8693, loss_cls: 1.2440, loss: 1.2440, grad_norm: 5.3857 2021-03-14 10:39:35,874 - mmaction - INFO - Epoch [50][480/1253] lr: 7.500e-04, eta: 13:28:08, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6898, top5_acc: 0.8688, loss_cls: 1.2821, loss: 1.2821, grad_norm: 5.4267 2021-03-14 10:39:48,206 - mmaction - INFO - Epoch [50][500/1253] lr: 7.500e-04, eta: 13:27:50, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6852, top5_acc: 0.8654, loss_cls: 1.3196, loss: 1.3196, grad_norm: 5.5718 2021-03-14 10:40:00,367 - mmaction - INFO - Epoch [50][520/1253] lr: 7.500e-04, eta: 13:27:31, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6891, top5_acc: 0.8638, loss_cls: 1.2807, loss: 1.2807, grad_norm: 5.4128 2021-03-14 10:40:12,564 - mmaction - INFO - Epoch [50][540/1253] lr: 7.500e-04, eta: 13:27:13, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.6870, top5_acc: 0.8672, loss_cls: 1.2885, loss: 1.2885, grad_norm: 5.3852 2021-03-14 10:40:24,902 - mmaction - INFO - Epoch [50][560/1253] lr: 7.500e-04, eta: 13:26:55, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6966, top5_acc: 0.8771, loss_cls: 1.2552, loss: 1.2552, grad_norm: 5.3997 2021-03-14 10:40:37,181 - mmaction - INFO - Epoch [50][580/1253] lr: 7.500e-04, eta: 13:26:36, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6833, top5_acc: 0.8682, loss_cls: 1.2938, loss: 1.2938, grad_norm: 5.4472 2021-03-14 10:40:49,429 - mmaction - INFO - Epoch [50][600/1253] lr: 7.500e-04, eta: 13:26:18, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6865, top5_acc: 0.8682, loss_cls: 1.3027, loss: 1.3027, grad_norm: 5.5319 2021-03-14 10:41:01,677 - mmaction - INFO - Epoch [50][620/1253] lr: 7.500e-04, eta: 13:25:59, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6974, top5_acc: 0.8664, loss_cls: 1.2514, loss: 1.2514, grad_norm: 5.4514 2021-03-14 10:41:13,930 - mmaction - INFO - Epoch [50][640/1253] lr: 7.500e-04, eta: 13:25:41, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6878, top5_acc: 0.8682, loss_cls: 1.2888, loss: 1.2888, grad_norm: 5.4454 2021-03-14 10:41:26,144 - mmaction - INFO - Epoch [50][660/1253] lr: 7.500e-04, eta: 13:25:23, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6956, top5_acc: 0.8599, loss_cls: 1.2940, loss: 1.2940, grad_norm: 5.3870 2021-03-14 10:41:38,366 - mmaction - INFO - Epoch [50][680/1253] lr: 7.500e-04, eta: 13:25:04, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6914, top5_acc: 0.8617, loss_cls: 1.3122, loss: 1.3122, grad_norm: 5.6076 2021-03-14 10:41:50,646 - mmaction - INFO - Epoch [50][700/1253] lr: 7.500e-04, eta: 13:24:46, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6802, top5_acc: 0.8620, loss_cls: 1.3060, loss: 1.3060, grad_norm: 5.5693 2021-03-14 10:42:03,038 - mmaction - INFO - Epoch [50][720/1253] lr: 7.500e-04, eta: 13:24:28, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8635, loss_cls: 1.2650, loss: 1.2650, grad_norm: 5.3843 2021-03-14 10:42:15,369 - mmaction - INFO - Epoch [50][740/1253] lr: 7.500e-04, eta: 13:24:09, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6828, top5_acc: 0.8643, loss_cls: 1.2963, loss: 1.2963, grad_norm: 5.5782 2021-03-14 10:42:27,636 - mmaction - INFO - Epoch [50][760/1253] lr: 7.500e-04, eta: 13:23:51, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6870, top5_acc: 0.8693, loss_cls: 1.2608, loss: 1.2608, grad_norm: 5.5685 2021-03-14 10:42:39,847 - mmaction - INFO - Epoch [50][780/1253] lr: 7.500e-04, eta: 13:23:33, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6786, top5_acc: 0.8638, loss_cls: 1.3020, loss: 1.3020, grad_norm: 5.5544 2021-03-14 10:42:52,075 - mmaction - INFO - Epoch [50][800/1253] lr: 7.500e-04, eta: 13:23:14, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7000, top5_acc: 0.8721, loss_cls: 1.2421, loss: 1.2421, grad_norm: 5.4735 2021-03-14 10:43:04,392 - mmaction - INFO - Epoch [50][820/1253] lr: 7.500e-04, eta: 13:22:56, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6828, top5_acc: 0.8667, loss_cls: 1.2974, loss: 1.2974, grad_norm: 5.5279 2021-03-14 10:43:16,661 - mmaction - INFO - Epoch [50][840/1253] lr: 7.500e-04, eta: 13:22:38, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6927, top5_acc: 0.8685, loss_cls: 1.2831, loss: 1.2831, grad_norm: 5.5293 2021-03-14 10:43:28,986 - mmaction - INFO - Epoch [50][860/1253] lr: 7.500e-04, eta: 13:22:20, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6760, top5_acc: 0.8615, loss_cls: 1.3233, loss: 1.3233, grad_norm: 5.6531 2021-03-14 10:43:41,254 - mmaction - INFO - Epoch [50][880/1253] lr: 7.500e-04, eta: 13:22:01, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6906, top5_acc: 0.8742, loss_cls: 1.2735, loss: 1.2735, grad_norm: 5.5411 2021-03-14 10:43:53,528 - mmaction - INFO - Epoch [50][900/1253] lr: 7.500e-04, eta: 13:21:43, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6836, top5_acc: 0.8672, loss_cls: 1.2930, loss: 1.2930, grad_norm: 5.5408 2021-03-14 10:44:05,800 - mmaction - INFO - Epoch [50][920/1253] lr: 7.500e-04, eta: 13:21:25, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6852, top5_acc: 0.8719, loss_cls: 1.2773, loss: 1.2773, grad_norm: 5.5137 2021-03-14 10:44:18,034 - mmaction - INFO - Epoch [50][940/1253] lr: 7.500e-04, eta: 13:21:06, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6875, top5_acc: 0.8641, loss_cls: 1.2934, loss: 1.2934, grad_norm: 5.5166 2021-03-14 10:44:30,329 - mmaction - INFO - Epoch [50][960/1253] lr: 7.500e-04, eta: 13:20:48, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6727, top5_acc: 0.8625, loss_cls: 1.3100, loss: 1.3100, grad_norm: 5.5840 2021-03-14 10:44:42,630 - mmaction - INFO - Epoch [50][980/1253] lr: 7.500e-04, eta: 13:20:30, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6924, top5_acc: 0.8685, loss_cls: 1.2529, loss: 1.2529, grad_norm: 5.4756 2021-03-14 10:44:54,938 - mmaction - INFO - Epoch [50][1000/1253] lr: 7.500e-04, eta: 13:20:11, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6831, top5_acc: 0.8526, loss_cls: 1.3468, loss: 1.3468, grad_norm: 5.5780 2021-03-14 10:45:07,122 - mmaction - INFO - Epoch [50][1020/1253] lr: 7.500e-04, eta: 13:19:53, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6909, top5_acc: 0.8654, loss_cls: 1.2744, loss: 1.2744, grad_norm: 5.5749 2021-03-14 10:45:19,323 - mmaction - INFO - Epoch [50][1040/1253] lr: 7.500e-04, eta: 13:19:35, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6862, top5_acc: 0.8685, loss_cls: 1.2798, loss: 1.2798, grad_norm: 5.5082 2021-03-14 10:45:31,556 - mmaction - INFO - Epoch [50][1060/1253] lr: 7.500e-04, eta: 13:19:16, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6990, top5_acc: 0.8708, loss_cls: 1.2523, loss: 1.2523, grad_norm: 5.3935 2021-03-14 10:45:43,870 - mmaction - INFO - Epoch [50][1080/1253] lr: 7.500e-04, eta: 13:18:58, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6922, top5_acc: 0.8729, loss_cls: 1.2463, loss: 1.2463, grad_norm: 5.4646 2021-03-14 10:45:56,144 - mmaction - INFO - Epoch [50][1100/1253] lr: 7.500e-04, eta: 13:18:40, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6747, top5_acc: 0.8602, loss_cls: 1.3176, loss: 1.3176, grad_norm: 5.5710 2021-03-14 10:46:08,382 - mmaction - INFO - Epoch [50][1120/1253] lr: 7.500e-04, eta: 13:18:22, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6805, top5_acc: 0.8643, loss_cls: 1.3131, loss: 1.3131, grad_norm: 5.6166 2021-03-14 10:46:20,683 - mmaction - INFO - Epoch [50][1140/1253] lr: 7.500e-04, eta: 13:18:03, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6826, top5_acc: 0.8622, loss_cls: 1.3201, loss: 1.3201, grad_norm: 5.5542 2021-03-14 10:46:32,995 - mmaction - INFO - Epoch [50][1160/1253] lr: 7.500e-04, eta: 13:17:45, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.6992, top5_acc: 0.8669, loss_cls: 1.2536, loss: 1.2536, grad_norm: 5.4048 2021-03-14 10:46:45,281 - mmaction - INFO - Epoch [50][1180/1253] lr: 7.500e-04, eta: 13:17:27, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6867, top5_acc: 0.8669, loss_cls: 1.2706, loss: 1.2706, grad_norm: 5.4769 2021-03-14 10:46:57,681 - mmaction - INFO - Epoch [50][1200/1253] lr: 7.500e-04, eta: 13:17:09, time: 0.619, data_time: 0.001, memory: 8809, top1_acc: 0.6763, top5_acc: 0.8680, loss_cls: 1.3022, loss: 1.3022, grad_norm: 5.5483 2021-03-14 10:47:09,942 - mmaction - INFO - Epoch [50][1220/1253] lr: 7.500e-04, eta: 13:16:51, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6932, top5_acc: 0.8635, loss_cls: 1.2924, loss: 1.2924, grad_norm: 5.5472 2021-03-14 10:47:22,239 - mmaction - INFO - Epoch [50][1240/1253] lr: 7.500e-04, eta: 13:16:32, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6799, top5_acc: 0.8602, loss_cls: 1.3215, loss: 1.3215, grad_norm: 5.6251 2021-03-14 10:47:31,777 - mmaction - INFO - Saving checkpoint at 50 epochs 2021-03-14 10:51:05,292 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-03-14 10:51:06,270 - mmaction - INFO - top1_acc 0.6943 top5_acc 0.8860 2021-03-14 10:51:06,270 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-03-14 10:51:06,312 - mmaction - INFO - mean_acc 0.6943 2021-03-14 10:51:07,090 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_50.pth. 2021-03-14 10:51:07,090 - mmaction - INFO - Best top1_acc is 0.6943 at 50 epoch. 2021-03-14 10:51:07,114 - mmaction - INFO - Epoch(val) [50][1253] top1_acc: 0.6943, top5_acc: 0.8860, mean_class_accuracy: 0.6943 2021-03-14 10:54:29,498 - mmaction - INFO - Epoch [51][20/1253] lr: 7.500e-04, eta: 13:19:04, time: 10.118, data_time: 9.463, memory: 8809, top1_acc: 0.6901, top5_acc: 0.8688, loss_cls: 1.2797, loss: 1.2797, grad_norm: 5.5177 2021-03-14 10:54:41,771 - mmaction - INFO - Epoch [51][40/1253] lr: 7.500e-04, eta: 13:18:46, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6948, top5_acc: 0.8685, loss_cls: 1.2638, loss: 1.2638, grad_norm: 5.4623 2021-03-14 10:54:53,908 - mmaction - INFO - Epoch [51][60/1253] lr: 7.500e-04, eta: 13:18:28, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6951, top5_acc: 0.8701, loss_cls: 1.2636, loss: 1.2636, grad_norm: 5.4766 2021-03-14 10:55:06,247 - mmaction - INFO - Epoch [51][80/1253] lr: 7.500e-04, eta: 13:18:09, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6984, top5_acc: 0.8750, loss_cls: 1.2342, loss: 1.2342, grad_norm: 5.3712 2021-03-14 10:55:18,487 - mmaction - INFO - Epoch [51][100/1253] lr: 7.500e-04, eta: 13:17:51, time: 0.614, data_time: 0.004, memory: 8809, top1_acc: 0.6844, top5_acc: 0.8656, loss_cls: 1.2826, loss: 1.2826, grad_norm: 5.5347 2021-03-14 10:55:30,866 - mmaction - INFO - Epoch [51][120/1253] lr: 7.500e-04, eta: 13:17:33, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6867, top5_acc: 0.8708, loss_cls: 1.2737, loss: 1.2737, grad_norm: 5.5931 2021-03-14 10:55:43,148 - mmaction - INFO - Epoch [51][140/1253] lr: 7.500e-04, eta: 13:17:14, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6904, top5_acc: 0.8659, loss_cls: 1.2973, loss: 1.2973, grad_norm: 5.6041 2021-03-14 10:55:55,366 - mmaction - INFO - Epoch [51][160/1253] lr: 7.500e-04, eta: 13:16:56, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6927, top5_acc: 0.8734, loss_cls: 1.2667, loss: 1.2667, grad_norm: 5.5041 2021-03-14 10:56:07,574 - mmaction - INFO - Epoch [51][180/1253] lr: 7.500e-04, eta: 13:16:38, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6917, top5_acc: 0.8688, loss_cls: 1.2646, loss: 1.2646, grad_norm: 5.4781 2021-03-14 10:56:19,818 - mmaction - INFO - Epoch [51][200/1253] lr: 7.500e-04, eta: 13:16:19, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6836, top5_acc: 0.8654, loss_cls: 1.2874, loss: 1.2874, grad_norm: 5.5479 2021-03-14 10:56:32,048 - mmaction - INFO - Epoch [51][220/1253] lr: 7.500e-04, eta: 13:16:01, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6799, top5_acc: 0.8719, loss_cls: 1.3072, loss: 1.3072, grad_norm: 5.6491 2021-03-14 10:56:44,225 - mmaction - INFO - Epoch [51][240/1253] lr: 7.500e-04, eta: 13:15:42, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6971, top5_acc: 0.8628, loss_cls: 1.2644, loss: 1.2644, grad_norm: 5.4630 2021-03-14 10:56:56,525 - mmaction - INFO - Epoch [51][260/1253] lr: 7.500e-04, eta: 13:15:24, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6849, top5_acc: 0.8688, loss_cls: 1.2968, loss: 1.2968, grad_norm: 5.5634 2021-03-14 10:57:08,812 - mmaction - INFO - Epoch [51][280/1253] lr: 7.500e-04, eta: 13:15:06, time: 0.618, data_time: 0.006, memory: 8809, top1_acc: 0.6815, top5_acc: 0.8630, loss_cls: 1.2939, loss: 1.2939, grad_norm: 5.5799 2021-03-14 10:57:21,035 - mmaction - INFO - Epoch [51][300/1253] lr: 7.500e-04, eta: 13:14:48, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.2307, loss: 1.2307, grad_norm: 5.4501 2021-03-14 10:57:33,277 - mmaction - INFO - Epoch [51][320/1253] lr: 7.500e-04, eta: 13:14:29, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7036, top5_acc: 0.8732, loss_cls: 1.2336, loss: 1.2336, grad_norm: 5.4612 2021-03-14 10:57:45,537 - mmaction - INFO - Epoch [51][340/1253] lr: 7.500e-04, eta: 13:14:11, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6865, top5_acc: 0.8672, loss_cls: 1.3006, loss: 1.3006, grad_norm: 5.6276 2021-03-14 10:57:57,732 - mmaction - INFO - Epoch [51][360/1253] lr: 7.500e-04, eta: 13:13:53, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8802, loss_cls: 1.1921, loss: 1.1921, grad_norm: 5.3224 2021-03-14 10:58:10,028 - mmaction - INFO - Epoch [51][380/1253] lr: 7.500e-04, eta: 13:13:34, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6904, top5_acc: 0.8615, loss_cls: 1.2927, loss: 1.2927, grad_norm: 5.5639 2021-03-14 10:58:22,340 - mmaction - INFO - Epoch [51][400/1253] lr: 7.500e-04, eta: 13:13:16, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6844, top5_acc: 0.8674, loss_cls: 1.2923, loss: 1.2923, grad_norm: 5.5043 2021-03-14 10:58:34,575 - mmaction - INFO - Epoch [51][420/1253] lr: 7.500e-04, eta: 13:12:58, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6948, top5_acc: 0.8737, loss_cls: 1.2363, loss: 1.2363, grad_norm: 5.4547 2021-03-14 10:58:46,782 - mmaction - INFO - Epoch [51][440/1253] lr: 7.500e-04, eta: 13:12:39, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6768, top5_acc: 0.8638, loss_cls: 1.3271, loss: 1.3271, grad_norm: 5.6208 2021-03-14 10:58:58,971 - mmaction - INFO - Epoch [51][460/1253] lr: 7.500e-04, eta: 13:12:21, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6758, top5_acc: 0.8688, loss_cls: 1.3169, loss: 1.3169, grad_norm: 5.6376 2021-03-14 10:59:11,097 - mmaction - INFO - Epoch [51][480/1253] lr: 7.500e-04, eta: 13:12:03, time: 0.606, data_time: 0.003, memory: 8809, top1_acc: 0.6779, top5_acc: 0.8698, loss_cls: 1.2884, loss: 1.2884, grad_norm: 5.6083 2021-03-14 10:59:23,351 - mmaction - INFO - Epoch [51][500/1253] lr: 7.500e-04, eta: 13:11:44, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6917, top5_acc: 0.8742, loss_cls: 1.2476, loss: 1.2476, grad_norm: 5.5102 2021-03-14 10:59:35,531 - mmaction - INFO - Epoch [51][520/1253] lr: 7.500e-04, eta: 13:11:26, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7008, top5_acc: 0.8711, loss_cls: 1.2419, loss: 1.2419, grad_norm: 5.4181 2021-03-14 10:59:47,757 - mmaction - INFO - Epoch [51][540/1253] lr: 7.500e-04, eta: 13:11:08, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6880, top5_acc: 0.8708, loss_cls: 1.2669, loss: 1.2669, grad_norm: 5.5455 2021-03-14 10:59:59,962 - mmaction - INFO - Epoch [51][560/1253] lr: 7.500e-04, eta: 13:10:49, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6969, top5_acc: 0.8703, loss_cls: 1.2590, loss: 1.2590, grad_norm: 5.5372 2021-03-14 11:00:12,198 - mmaction - INFO - Epoch [51][580/1253] lr: 7.500e-04, eta: 13:10:31, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6823, top5_acc: 0.8719, loss_cls: 1.2730, loss: 1.2730, grad_norm: 5.5524 2021-03-14 11:00:24,400 - mmaction - INFO - Epoch [51][600/1253] lr: 7.500e-04, eta: 13:10:13, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6862, top5_acc: 0.8693, loss_cls: 1.2821, loss: 1.2821, grad_norm: 5.5603 2021-03-14 11:00:36,623 - mmaction - INFO - Epoch [51][620/1253] lr: 7.500e-04, eta: 13:09:55, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7018, top5_acc: 0.8701, loss_cls: 1.2729, loss: 1.2729, grad_norm: 5.5472 2021-03-14 11:00:48,733 - mmaction - INFO - Epoch [51][640/1253] lr: 7.500e-04, eta: 13:09:36, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.6841, top5_acc: 0.8630, loss_cls: 1.3033, loss: 1.3033, grad_norm: 5.5930 2021-03-14 11:01:00,972 - mmaction - INFO - Epoch [51][660/1253] lr: 7.500e-04, eta: 13:09:18, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6893, top5_acc: 0.8643, loss_cls: 1.2727, loss: 1.2727, grad_norm: 5.4789 2021-03-14 11:01:13,182 - mmaction - INFO - Epoch [51][680/1253] lr: 7.500e-04, eta: 13:09:00, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6815, top5_acc: 0.8656, loss_cls: 1.3209, loss: 1.3209, grad_norm: 5.5965 2021-03-14 11:01:25,413 - mmaction - INFO - Epoch [51][700/1253] lr: 7.500e-04, eta: 13:08:41, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6953, top5_acc: 0.8685, loss_cls: 1.2692, loss: 1.2692, grad_norm: 5.4498 2021-03-14 11:01:37,640 - mmaction - INFO - Epoch [51][720/1253] lr: 7.500e-04, eta: 13:08:23, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6852, top5_acc: 0.8719, loss_cls: 1.2800, loss: 1.2800, grad_norm: 5.5553 2021-03-14 11:01:49,869 - mmaction - INFO - Epoch [51][740/1253] lr: 7.500e-04, eta: 13:08:05, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6820, top5_acc: 0.8625, loss_cls: 1.3098, loss: 1.3098, grad_norm: 5.5931 2021-03-14 11:02:02,116 - mmaction - INFO - Epoch [51][760/1253] lr: 7.500e-04, eta: 13:07:47, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6799, top5_acc: 0.8654, loss_cls: 1.2878, loss: 1.2878, grad_norm: 5.5961 2021-03-14 11:02:14,304 - mmaction - INFO - Epoch [51][780/1253] lr: 7.500e-04, eta: 13:07:28, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.6870, top5_acc: 0.8672, loss_cls: 1.2786, loss: 1.2786, grad_norm: 5.5918 2021-03-14 11:02:26,647 - mmaction - INFO - Epoch [51][800/1253] lr: 7.500e-04, eta: 13:07:10, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6885, top5_acc: 0.8641, loss_cls: 1.2780, loss: 1.2780, grad_norm: 5.5678 2021-03-14 11:02:38,877 - mmaction - INFO - Epoch [51][820/1253] lr: 7.500e-04, eta: 13:06:52, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6891, top5_acc: 0.8685, loss_cls: 1.2818, loss: 1.2818, grad_norm: 5.5273 2021-03-14 11:02:51,125 - mmaction - INFO - Epoch [51][840/1253] lr: 7.500e-04, eta: 13:06:34, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6922, top5_acc: 0.8701, loss_cls: 1.2767, loss: 1.2767, grad_norm: 5.5298 2021-03-14 11:03:03,334 - mmaction - INFO - Epoch [51][860/1253] lr: 7.500e-04, eta: 13:06:16, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7021, top5_acc: 0.8763, loss_cls: 1.2270, loss: 1.2270, grad_norm: 5.3706 2021-03-14 11:03:15,577 - mmaction - INFO - Epoch [51][880/1253] lr: 7.500e-04, eta: 13:05:57, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6974, top5_acc: 0.8703, loss_cls: 1.2598, loss: 1.2598, grad_norm: 5.4872 2021-03-14 11:03:27,806 - mmaction - INFO - Epoch [51][900/1253] lr: 7.500e-04, eta: 13:05:39, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6948, top5_acc: 0.8711, loss_cls: 1.2365, loss: 1.2365, grad_norm: 5.4934 2021-03-14 11:03:40,120 - mmaction - INFO - Epoch [51][920/1253] lr: 7.500e-04, eta: 13:05:21, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6906, top5_acc: 0.8664, loss_cls: 1.2813, loss: 1.2813, grad_norm: 5.5584 2021-03-14 11:03:52,369 - mmaction - INFO - Epoch [51][940/1253] lr: 7.500e-04, eta: 13:05:03, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6862, top5_acc: 0.8669, loss_cls: 1.3134, loss: 1.3134, grad_norm: 5.5987 2021-03-14 11:04:04,625 - mmaction - INFO - Epoch [51][960/1253] lr: 7.500e-04, eta: 13:04:45, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6948, top5_acc: 0.8677, loss_cls: 1.2587, loss: 1.2587, grad_norm: 5.5220 2021-03-14 11:04:16,877 - mmaction - INFO - Epoch [51][980/1253] lr: 7.500e-04, eta: 13:04:26, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6836, top5_acc: 0.8591, loss_cls: 1.3213, loss: 1.3213, grad_norm: 5.7048 2021-03-14 11:04:29,129 - mmaction - INFO - Epoch [51][1000/1253] lr: 7.500e-04, eta: 13:04:08, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7034, top5_acc: 0.8784, loss_cls: 1.2030, loss: 1.2030, grad_norm: 5.4312 2021-03-14 11:04:41,400 - mmaction - INFO - Epoch [51][1020/1253] lr: 7.500e-04, eta: 13:03:50, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6909, top5_acc: 0.8732, loss_cls: 1.2683, loss: 1.2683, grad_norm: 5.5187 2021-03-14 11:04:53,589 - mmaction - INFO - Epoch [51][1040/1253] lr: 7.500e-04, eta: 13:03:32, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.6826, top5_acc: 0.8721, loss_cls: 1.2813, loss: 1.2813, grad_norm: 5.5961 2021-03-14 11:05:05,765 - mmaction - INFO - Epoch [51][1060/1253] lr: 7.500e-04, eta: 13:03:14, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6914, top5_acc: 0.8672, loss_cls: 1.2681, loss: 1.2681, grad_norm: 5.5656 2021-03-14 11:05:18,040 - mmaction - INFO - Epoch [51][1080/1253] lr: 7.500e-04, eta: 13:02:55, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6818, top5_acc: 0.8648, loss_cls: 1.3021, loss: 1.3021, grad_norm: 5.6181 2021-03-14 11:05:30,334 - mmaction - INFO - Epoch [51][1100/1253] lr: 7.500e-04, eta: 13:02:37, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6951, top5_acc: 0.8724, loss_cls: 1.2525, loss: 1.2525, grad_norm: 5.5685 2021-03-14 11:05:42,506 - mmaction - INFO - Epoch [51][1120/1253] lr: 7.500e-04, eta: 13:02:19, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6820, top5_acc: 0.8747, loss_cls: 1.2703, loss: 1.2703, grad_norm: 5.5726 2021-03-14 11:05:54,756 - mmaction - INFO - Epoch [51][1140/1253] lr: 7.500e-04, eta: 13:02:01, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6911, top5_acc: 0.8669, loss_cls: 1.2817, loss: 1.2817, grad_norm: 5.5369 2021-03-14 11:06:06,908 - mmaction - INFO - Epoch [51][1160/1253] lr: 7.500e-04, eta: 13:01:43, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.6880, top5_acc: 0.8648, loss_cls: 1.3010, loss: 1.3010, grad_norm: 5.5611 2021-03-14 11:06:19,105 - mmaction - INFO - Epoch [51][1180/1253] lr: 7.500e-04, eta: 13:01:25, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6919, top5_acc: 0.8659, loss_cls: 1.2832, loss: 1.2832, grad_norm: 5.5012 2021-03-14 11:06:31,408 - mmaction - INFO - Epoch [51][1200/1253] lr: 7.500e-04, eta: 13:01:06, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6833, top5_acc: 0.8714, loss_cls: 1.2837, loss: 1.2837, grad_norm: 5.5814 2021-03-14 11:06:43,616 - mmaction - INFO - Epoch [51][1220/1253] lr: 7.500e-04, eta: 13:00:48, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6992, top5_acc: 0.8690, loss_cls: 1.2689, loss: 1.2689, grad_norm: 5.5326 2021-03-14 11:06:55,797 - mmaction - INFO - Epoch [51][1240/1253] lr: 7.500e-04, eta: 13:00:30, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6992, top5_acc: 0.8724, loss_cls: 1.2583, loss: 1.2583, grad_norm: 5.4569 2021-03-14 11:10:33,853 - mmaction - INFO - Epoch [52][20/1253] lr: 7.500e-04, eta: 13:03:01, time: 10.421, data_time: 9.788, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8685, loss_cls: 1.2443, loss: 1.2443, grad_norm: 5.5169 2021-03-14 11:10:46,075 - mmaction - INFO - Epoch [52][40/1253] lr: 7.500e-04, eta: 13:02:43, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6852, top5_acc: 0.8669, loss_cls: 1.2761, loss: 1.2761, grad_norm: 5.5432 2021-03-14 11:10:58,343 - mmaction - INFO - Epoch [52][60/1253] lr: 7.500e-04, eta: 13:02:24, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6951, top5_acc: 0.8682, loss_cls: 1.2614, loss: 1.2614, grad_norm: 5.4982 2021-03-14 11:11:10,722 - mmaction - INFO - Epoch [52][80/1253] lr: 7.500e-04, eta: 13:02:06, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6828, top5_acc: 0.8651, loss_cls: 1.2942, loss: 1.2942, grad_norm: 5.5785 2021-03-14 11:11:22,861 - mmaction - INFO - Epoch [52][100/1253] lr: 7.500e-04, eta: 13:01:48, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6888, top5_acc: 0.8682, loss_cls: 1.2698, loss: 1.2698, grad_norm: 5.5578 2021-03-14 11:11:35,093 - mmaction - INFO - Epoch [52][120/1253] lr: 7.500e-04, eta: 13:01:30, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6982, top5_acc: 0.8766, loss_cls: 1.2470, loss: 1.2470, grad_norm: 5.5259 2021-03-14 11:11:47,278 - mmaction - INFO - Epoch [52][140/1253] lr: 7.500e-04, eta: 13:01:11, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7005, top5_acc: 0.8755, loss_cls: 1.2311, loss: 1.2311, grad_norm: 5.4646 2021-03-14 11:11:59,483 - mmaction - INFO - Epoch [52][160/1253] lr: 7.500e-04, eta: 13:00:53, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6898, top5_acc: 0.8737, loss_cls: 1.2699, loss: 1.2699, grad_norm: 5.6608 2021-03-14 11:12:11,633 - mmaction - INFO - Epoch [52][180/1253] lr: 7.500e-04, eta: 13:00:35, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6729, top5_acc: 0.8602, loss_cls: 1.3289, loss: 1.3289, grad_norm: 5.6786 2021-03-14 11:12:24,002 - mmaction - INFO - Epoch [52][200/1253] lr: 7.500e-04, eta: 13:00:17, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6888, top5_acc: 0.8677, loss_cls: 1.2734, loss: 1.2734, grad_norm: 5.6164 2021-03-14 11:12:36,108 - mmaction - INFO - Epoch [52][220/1253] lr: 7.500e-04, eta: 12:59:58, time: 0.605, data_time: 0.001, memory: 8809, top1_acc: 0.6872, top5_acc: 0.8688, loss_cls: 1.2896, loss: 1.2896, grad_norm: 5.5862 2021-03-14 11:12:48,390 - mmaction - INFO - Epoch [52][240/1253] lr: 7.500e-04, eta: 12:59:40, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6776, top5_acc: 0.8604, loss_cls: 1.3055, loss: 1.3055, grad_norm: 5.5750 2021-03-14 11:13:00,768 - mmaction - INFO - Epoch [52][260/1253] lr: 7.500e-04, eta: 12:59:22, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6961, top5_acc: 0.8721, loss_cls: 1.2433, loss: 1.2433, grad_norm: 5.4337 2021-03-14 11:13:12,979 - mmaction - INFO - Epoch [52][280/1253] lr: 7.500e-04, eta: 12:59:04, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6904, top5_acc: 0.8685, loss_cls: 1.2691, loss: 1.2691, grad_norm: 5.5000 2021-03-14 11:13:25,274 - mmaction - INFO - Epoch [52][300/1253] lr: 7.500e-04, eta: 12:58:46, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6935, top5_acc: 0.8688, loss_cls: 1.2828, loss: 1.2828, grad_norm: 5.5196 2021-03-14 11:13:37,488 - mmaction - INFO - Epoch [52][320/1253] lr: 7.500e-04, eta: 12:58:27, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6917, top5_acc: 0.8682, loss_cls: 1.2788, loss: 1.2788, grad_norm: 5.5519 2021-03-14 11:13:49,691 - mmaction - INFO - Epoch [52][340/1253] lr: 7.500e-04, eta: 12:58:09, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6870, top5_acc: 0.8745, loss_cls: 1.2485, loss: 1.2485, grad_norm: 5.5249 2021-03-14 11:14:01,897 - mmaction - INFO - Epoch [52][360/1253] lr: 7.500e-04, eta: 12:57:51, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7039, top5_acc: 0.8810, loss_cls: 1.2106, loss: 1.2106, grad_norm: 5.4643 2021-03-14 11:14:14,218 - mmaction - INFO - Epoch [52][380/1253] lr: 7.500e-04, eta: 12:57:33, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6969, top5_acc: 0.8674, loss_cls: 1.2710, loss: 1.2710, grad_norm: 5.5698 2021-03-14 11:14:26,538 - mmaction - INFO - Epoch [52][400/1253] lr: 7.500e-04, eta: 12:57:15, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.6880, top5_acc: 0.8654, loss_cls: 1.2975, loss: 1.2975, grad_norm: 5.6394 2021-03-14 11:14:38,711 - mmaction - INFO - Epoch [52][420/1253] lr: 7.500e-04, eta: 12:56:56, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1899, loss: 1.1899, grad_norm: 5.4068 2021-03-14 11:14:50,978 - mmaction - INFO - Epoch [52][440/1253] lr: 7.500e-04, eta: 12:56:38, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.6849, top5_acc: 0.8706, loss_cls: 1.2803, loss: 1.2803, grad_norm: 5.5835 2021-03-14 11:15:03,169 - mmaction - INFO - Epoch [52][460/1253] lr: 7.500e-04, eta: 12:56:20, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6914, top5_acc: 0.8638, loss_cls: 1.2740, loss: 1.2740, grad_norm: 5.4789 2021-03-14 11:15:15,479 - mmaction - INFO - Epoch [52][480/1253] lr: 7.500e-04, eta: 12:56:02, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7044, top5_acc: 0.8786, loss_cls: 1.2052, loss: 1.2052, grad_norm: 5.3286 2021-03-14 11:15:27,688 - mmaction - INFO - Epoch [52][500/1253] lr: 7.500e-04, eta: 12:55:44, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6799, top5_acc: 0.8682, loss_cls: 1.3074, loss: 1.3074, grad_norm: 5.6668 2021-03-14 11:15:39,947 - mmaction - INFO - Epoch [52][520/1253] lr: 7.500e-04, eta: 12:55:26, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6729, top5_acc: 0.8547, loss_cls: 1.3360, loss: 1.3360, grad_norm: 5.6280 2021-03-14 11:15:52,191 - mmaction - INFO - Epoch [52][540/1253] lr: 7.500e-04, eta: 12:55:07, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6745, top5_acc: 0.8753, loss_cls: 1.2558, loss: 1.2558, grad_norm: 5.6057 2021-03-14 11:16:04,385 - mmaction - INFO - Epoch [52][560/1253] lr: 7.500e-04, eta: 12:54:49, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6974, top5_acc: 0.8711, loss_cls: 1.2664, loss: 1.2664, grad_norm: 5.4545 2021-03-14 11:16:16,597 - mmaction - INFO - Epoch [52][580/1253] lr: 7.500e-04, eta: 12:54:31, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6904, top5_acc: 0.8680, loss_cls: 1.2769, loss: 1.2769, grad_norm: 5.6442 2021-03-14 11:16:28,856 - mmaction - INFO - Epoch [52][600/1253] lr: 7.500e-04, eta: 12:54:13, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6958, top5_acc: 0.8714, loss_cls: 1.2629, loss: 1.2629, grad_norm: 5.5976 2021-03-14 11:16:41,107 - mmaction - INFO - Epoch [52][620/1253] lr: 7.500e-04, eta: 12:53:55, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7005, top5_acc: 0.8651, loss_cls: 1.2800, loss: 1.2800, grad_norm: 5.5754 2021-03-14 11:16:53,435 - mmaction - INFO - Epoch [52][640/1253] lr: 7.500e-04, eta: 12:53:37, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3358, loss: 1.3358, grad_norm: 5.5955 2021-03-14 11:17:05,646 - mmaction - INFO - Epoch [52][660/1253] lr: 7.500e-04, eta: 12:53:19, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6940, top5_acc: 0.8698, loss_cls: 1.2622, loss: 1.2622, grad_norm: 5.5608 2021-03-14 11:17:17,804 - mmaction - INFO - Epoch [52][680/1253] lr: 7.500e-04, eta: 12:53:00, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.6898, top5_acc: 0.8635, loss_cls: 1.2832, loss: 1.2832, grad_norm: 5.5376 2021-03-14 11:17:30,050 - mmaction - INFO - Epoch [52][700/1253] lr: 7.500e-04, eta: 12:52:42, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6703, top5_acc: 0.8516, loss_cls: 1.3595, loss: 1.3595, grad_norm: 5.6979 2021-03-14 11:17:42,402 - mmaction - INFO - Epoch [52][720/1253] lr: 7.500e-04, eta: 12:52:24, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.6901, top5_acc: 0.8669, loss_cls: 1.2878, loss: 1.2878, grad_norm: 5.5718 2021-03-14 11:17:54,538 - mmaction - INFO - Epoch [52][740/1253] lr: 7.500e-04, eta: 12:52:06, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6917, top5_acc: 0.8622, loss_cls: 1.2826, loss: 1.2826, grad_norm: 5.5680 2021-03-14 11:18:06,858 - mmaction - INFO - Epoch [52][760/1253] lr: 7.500e-04, eta: 12:51:48, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6995, top5_acc: 0.8737, loss_cls: 1.2562, loss: 1.2562, grad_norm: 5.5349 2021-03-14 11:18:19,086 - mmaction - INFO - Epoch [52][780/1253] lr: 7.500e-04, eta: 12:51:30, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6760, top5_acc: 0.8659, loss_cls: 1.3311, loss: 1.3311, grad_norm: 5.6781 2021-03-14 11:18:31,358 - mmaction - INFO - Epoch [52][800/1253] lr: 7.500e-04, eta: 12:51:12, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6945, top5_acc: 0.8734, loss_cls: 1.2516, loss: 1.2516, grad_norm: 5.5005 2021-03-14 11:18:43,717 - mmaction - INFO - Epoch [52][820/1253] lr: 7.500e-04, eta: 12:50:54, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6833, top5_acc: 0.8729, loss_cls: 1.2671, loss: 1.2671, grad_norm: 5.6285 2021-03-14 11:18:55,962 - mmaction - INFO - Epoch [52][840/1253] lr: 7.500e-04, eta: 12:50:36, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7096, top5_acc: 0.8742, loss_cls: 1.2231, loss: 1.2231, grad_norm: 5.4443 2021-03-14 11:19:08,187 - mmaction - INFO - Epoch [52][860/1253] lr: 7.500e-04, eta: 12:50:18, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7016, top5_acc: 0.8773, loss_cls: 1.2299, loss: 1.2299, grad_norm: 5.5124 2021-03-14 11:19:20,444 - mmaction - INFO - Epoch [52][880/1253] lr: 7.500e-04, eta: 12:49:59, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6854, top5_acc: 0.8742, loss_cls: 1.2678, loss: 1.2678, grad_norm: 5.6558 2021-03-14 11:19:32,733 - mmaction - INFO - Epoch [52][900/1253] lr: 7.500e-04, eta: 12:49:41, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7008, top5_acc: 0.8698, loss_cls: 1.2426, loss: 1.2426, grad_norm: 5.4574 2021-03-14 11:19:45,005 - mmaction - INFO - Epoch [52][920/1253] lr: 7.500e-04, eta: 12:49:23, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6961, top5_acc: 0.8701, loss_cls: 1.2628, loss: 1.2628, grad_norm: 5.5611 2021-03-14 11:19:57,335 - mmaction - INFO - Epoch [52][940/1253] lr: 7.500e-04, eta: 12:49:05, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7005, top5_acc: 0.8742, loss_cls: 1.2225, loss: 1.2225, grad_norm: 5.5341 2021-03-14 11:20:09,643 - mmaction - INFO - Epoch [52][960/1253] lr: 7.500e-04, eta: 12:48:47, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6987, top5_acc: 0.8753, loss_cls: 1.2527, loss: 1.2527, grad_norm: 5.5446 2021-03-14 11:20:21,945 - mmaction - INFO - Epoch [52][980/1253] lr: 7.500e-04, eta: 12:48:29, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6945, top5_acc: 0.8667, loss_cls: 1.2682, loss: 1.2682, grad_norm: 5.6299 2021-03-14 11:20:34,246 - mmaction - INFO - Epoch [52][1000/1253] lr: 7.500e-04, eta: 12:48:11, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6810, top5_acc: 0.8607, loss_cls: 1.3131, loss: 1.3131, grad_norm: 5.5824 2021-03-14 11:20:46,567 - mmaction - INFO - Epoch [52][1020/1253] lr: 7.500e-04, eta: 12:47:53, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.2558, loss: 1.2558, grad_norm: 5.4709 2021-03-14 11:20:58,889 - mmaction - INFO - Epoch [52][1040/1253] lr: 7.500e-04, eta: 12:47:35, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6857, top5_acc: 0.8721, loss_cls: 1.2710, loss: 1.2710, grad_norm: 5.6290 2021-03-14 11:21:11,136 - mmaction - INFO - Epoch [52][1060/1253] lr: 7.500e-04, eta: 12:47:17, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6833, top5_acc: 0.8581, loss_cls: 1.3196, loss: 1.3196, grad_norm: 5.6527 2021-03-14 11:21:23,414 - mmaction - INFO - Epoch [52][1080/1253] lr: 7.500e-04, eta: 12:46:59, time: 0.615, data_time: 0.005, memory: 8809, top1_acc: 0.6987, top5_acc: 0.8703, loss_cls: 1.2634, loss: 1.2634, grad_norm: 5.5242 2021-03-14 11:21:35,808 - mmaction - INFO - Epoch [52][1100/1253] lr: 7.500e-04, eta: 12:46:41, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6937, top5_acc: 0.8594, loss_cls: 1.3180, loss: 1.3180, grad_norm: 5.6451 2021-03-14 11:21:47,916 - mmaction - INFO - Epoch [52][1120/1253] lr: 7.500e-04, eta: 12:46:23, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.6893, top5_acc: 0.8659, loss_cls: 1.2866, loss: 1.2866, grad_norm: 5.5767 2021-03-14 11:22:00,119 - mmaction - INFO - Epoch [52][1140/1253] lr: 7.500e-04, eta: 12:46:05, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7008, top5_acc: 0.8719, loss_cls: 1.2518, loss: 1.2518, grad_norm: 5.5494 2021-03-14 11:22:12,263 - mmaction - INFO - Epoch [52][1160/1253] lr: 7.500e-04, eta: 12:45:47, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6852, top5_acc: 0.8643, loss_cls: 1.2958, loss: 1.2958, grad_norm: 5.5910 2021-03-14 11:22:24,510 - mmaction - INFO - Epoch [52][1180/1253] lr: 7.500e-04, eta: 12:45:29, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6797, top5_acc: 0.8729, loss_cls: 1.2962, loss: 1.2962, grad_norm: 5.6697 2021-03-14 11:22:36,680 - mmaction - INFO - Epoch [52][1200/1253] lr: 7.500e-04, eta: 12:45:11, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.6875, top5_acc: 0.8732, loss_cls: 1.2648, loss: 1.2648, grad_norm: 5.6097 2021-03-14 11:22:48,890 - mmaction - INFO - Epoch [52][1220/1253] lr: 7.500e-04, eta: 12:44:53, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6836, top5_acc: 0.8615, loss_cls: 1.2980, loss: 1.2980, grad_norm: 5.5661 2021-03-14 11:23:01,155 - mmaction - INFO - Epoch [52][1240/1253] lr: 7.500e-04, eta: 12:44:35, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6914, top5_acc: 0.8745, loss_cls: 1.2578, loss: 1.2578, grad_norm: 5.6096 2021-03-14 11:26:39,679 - mmaction - INFO - Epoch [53][20/1253] lr: 7.500e-04, eta: 12:46:59, time: 10.439, data_time: 9.626, memory: 8809, top1_acc: 0.6951, top5_acc: 0.8656, loss_cls: 1.2708, loss: 1.2708, grad_norm: 5.6570 2021-03-14 11:26:51,911 - mmaction - INFO - Epoch [53][40/1253] lr: 7.500e-04, eta: 12:46:41, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6935, top5_acc: 0.8714, loss_cls: 1.2644, loss: 1.2644, grad_norm: 5.5238 2021-03-14 11:27:04,151 - mmaction - INFO - Epoch [53][60/1253] lr: 7.500e-04, eta: 12:46:23, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6958, top5_acc: 0.8711, loss_cls: 1.2646, loss: 1.2646, grad_norm: 5.6134 2021-03-14 11:27:16,516 - mmaction - INFO - Epoch [53][80/1253] lr: 7.500e-04, eta: 12:46:05, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.6940, top5_acc: 0.8747, loss_cls: 1.2672, loss: 1.2672, grad_norm: 5.4905 2021-03-14 11:27:28,666 - mmaction - INFO - Epoch [53][100/1253] lr: 7.500e-04, eta: 12:45:46, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7031, top5_acc: 0.8755, loss_cls: 1.2156, loss: 1.2156, grad_norm: 5.5006 2021-03-14 11:27:41,001 - mmaction - INFO - Epoch [53][120/1253] lr: 7.500e-04, eta: 12:45:28, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6917, top5_acc: 0.8750, loss_cls: 1.2600, loss: 1.2600, grad_norm: 5.5300 2021-03-14 11:27:53,200 - mmaction - INFO - Epoch [53][140/1253] lr: 7.500e-04, eta: 12:45:10, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6888, top5_acc: 0.8690, loss_cls: 1.2708, loss: 1.2708, grad_norm: 5.6483 2021-03-14 11:28:05,319 - mmaction - INFO - Epoch [53][160/1253] lr: 7.500e-04, eta: 12:44:52, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.6862, top5_acc: 0.8719, loss_cls: 1.2776, loss: 1.2776, grad_norm: 5.6704 2021-03-14 11:28:17,552 - mmaction - INFO - Epoch [53][180/1253] lr: 7.500e-04, eta: 12:44:34, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7076, top5_acc: 0.8719, loss_cls: 1.2382, loss: 1.2382, grad_norm: 5.5293 2021-03-14 11:28:29,841 - mmaction - INFO - Epoch [53][200/1253] lr: 7.500e-04, eta: 12:44:16, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7005, top5_acc: 0.8802, loss_cls: 1.2228, loss: 1.2228, grad_norm: 5.5363 2021-03-14 11:28:42,106 - mmaction - INFO - Epoch [53][220/1253] lr: 7.500e-04, eta: 12:43:58, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7034, top5_acc: 0.8799, loss_cls: 1.2188, loss: 1.2188, grad_norm: 5.5229 2021-03-14 11:28:54,338 - mmaction - INFO - Epoch [53][240/1253] lr: 7.500e-04, eta: 12:43:40, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6990, top5_acc: 0.8771, loss_cls: 1.2292, loss: 1.2292, grad_norm: 5.4639 2021-03-14 11:29:06,607 - mmaction - INFO - Epoch [53][260/1253] lr: 7.500e-04, eta: 12:43:22, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7036, top5_acc: 0.8721, loss_cls: 1.2473, loss: 1.2473, grad_norm: 5.5519 2021-03-14 11:29:18,761 - mmaction - INFO - Epoch [53][280/1253] lr: 7.500e-04, eta: 12:43:03, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6997, top5_acc: 0.8698, loss_cls: 1.2319, loss: 1.2319, grad_norm: 5.4746 2021-03-14 11:29:31,120 - mmaction - INFO - Epoch [53][300/1253] lr: 7.500e-04, eta: 12:42:45, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7052, top5_acc: 0.8693, loss_cls: 1.2183, loss: 1.2183, grad_norm: 5.4675 2021-03-14 11:29:43,332 - mmaction - INFO - Epoch [53][320/1253] lr: 7.500e-04, eta: 12:42:27, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6878, top5_acc: 0.8641, loss_cls: 1.3059, loss: 1.3059, grad_norm: 5.6944 2021-03-14 11:29:55,613 - mmaction - INFO - Epoch [53][340/1253] lr: 7.500e-04, eta: 12:42:09, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6987, top5_acc: 0.8729, loss_cls: 1.2345, loss: 1.2345, grad_norm: 5.5293 2021-03-14 11:30:07,867 - mmaction - INFO - Epoch [53][360/1253] lr: 7.500e-04, eta: 12:41:51, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6945, top5_acc: 0.8688, loss_cls: 1.2679, loss: 1.2679, grad_norm: 5.6313 2021-03-14 11:30:20,214 - mmaction - INFO - Epoch [53][380/1253] lr: 7.500e-04, eta: 12:41:33, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8711, loss_cls: 1.2289, loss: 1.2289, grad_norm: 5.5858 2021-03-14 11:30:32,525 - mmaction - INFO - Epoch [53][400/1253] lr: 7.500e-04, eta: 12:41:15, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6883, top5_acc: 0.8711, loss_cls: 1.2735, loss: 1.2735, grad_norm: 5.6026 2021-03-14 11:30:44,841 - mmaction - INFO - Epoch [53][420/1253] lr: 7.500e-04, eta: 12:40:57, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6857, top5_acc: 0.8651, loss_cls: 1.2958, loss: 1.2958, grad_norm: 5.6213 2021-03-14 11:30:57,045 - mmaction - INFO - Epoch [53][440/1253] lr: 7.500e-04, eta: 12:40:39, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6943, top5_acc: 0.8789, loss_cls: 1.2525, loss: 1.2525, grad_norm: 5.6061 2021-03-14 11:31:09,291 - mmaction - INFO - Epoch [53][460/1253] lr: 7.500e-04, eta: 12:40:21, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6911, top5_acc: 0.8714, loss_cls: 1.2666, loss: 1.2666, grad_norm: 5.6472 2021-03-14 11:31:21,482 - mmaction - INFO - Epoch [53][480/1253] lr: 7.500e-04, eta: 12:40:03, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6940, top5_acc: 0.8698, loss_cls: 1.2750, loss: 1.2750, grad_norm: 5.5836 2021-03-14 11:31:33,831 - mmaction - INFO - Epoch [53][500/1253] lr: 7.500e-04, eta: 12:39:45, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6906, top5_acc: 0.8711, loss_cls: 1.2645, loss: 1.2645, grad_norm: 5.6291 2021-03-14 11:31:46,112 - mmaction - INFO - Epoch [53][520/1253] lr: 7.500e-04, eta: 12:39:27, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8753, loss_cls: 1.2362, loss: 1.2362, grad_norm: 5.5218 2021-03-14 11:31:58,224 - mmaction - INFO - Epoch [53][540/1253] lr: 7.500e-04, eta: 12:39:09, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.6997, top5_acc: 0.8742, loss_cls: 1.2283, loss: 1.2283, grad_norm: 5.5482 2021-03-14 11:32:10,387 - mmaction - INFO - Epoch [53][560/1253] lr: 7.500e-04, eta: 12:38:51, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6836, top5_acc: 0.8711, loss_cls: 1.2950, loss: 1.2950, grad_norm: 5.6948 2021-03-14 11:32:22,648 - mmaction - INFO - Epoch [53][580/1253] lr: 7.500e-04, eta: 12:38:33, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7021, top5_acc: 0.8792, loss_cls: 1.2461, loss: 1.2461, grad_norm: 5.5819 2021-03-14 11:32:34,890 - mmaction - INFO - Epoch [53][600/1253] lr: 7.500e-04, eta: 12:38:15, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6859, top5_acc: 0.8612, loss_cls: 1.3040, loss: 1.3040, grad_norm: 5.6632 2021-03-14 11:32:47,105 - mmaction - INFO - Epoch [53][620/1253] lr: 7.500e-04, eta: 12:37:57, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7083, top5_acc: 0.8818, loss_cls: 1.2127, loss: 1.2127, grad_norm: 5.4304 2021-03-14 11:32:59,401 - mmaction - INFO - Epoch [53][640/1253] lr: 7.500e-04, eta: 12:37:39, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6753, top5_acc: 0.8547, loss_cls: 1.3645, loss: 1.3645, grad_norm: 5.7933 2021-03-14 11:33:11,628 - mmaction - INFO - Epoch [53][660/1253] lr: 7.500e-04, eta: 12:37:21, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6901, top5_acc: 0.8732, loss_cls: 1.2706, loss: 1.2706, grad_norm: 5.5940 2021-03-14 11:33:23,828 - mmaction - INFO - Epoch [53][680/1253] lr: 7.500e-04, eta: 12:37:02, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7013, top5_acc: 0.8766, loss_cls: 1.2482, loss: 1.2482, grad_norm: 5.5321 2021-03-14 11:33:36,077 - mmaction - INFO - Epoch [53][700/1253] lr: 7.500e-04, eta: 12:36:44, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6745, top5_acc: 0.8521, loss_cls: 1.3237, loss: 1.3237, grad_norm: 5.5824 2021-03-14 11:33:48,291 - mmaction - INFO - Epoch [53][720/1253] lr: 7.500e-04, eta: 12:36:26, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6961, top5_acc: 0.8737, loss_cls: 1.2506, loss: 1.2506, grad_norm: 5.5295 2021-03-14 11:34:00,485 - mmaction - INFO - Epoch [53][740/1253] lr: 7.500e-04, eta: 12:36:08, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6953, top5_acc: 0.8732, loss_cls: 1.2357, loss: 1.2357, grad_norm: 5.5644 2021-03-14 11:34:12,781 - mmaction - INFO - Epoch [53][760/1253] lr: 7.500e-04, eta: 12:35:50, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6820, top5_acc: 0.8607, loss_cls: 1.3081, loss: 1.3081, grad_norm: 5.6328 2021-03-14 11:34:24,988 - mmaction - INFO - Epoch [53][780/1253] lr: 7.500e-04, eta: 12:35:32, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6870, top5_acc: 0.8669, loss_cls: 1.2802, loss: 1.2802, grad_norm: 5.6872 2021-03-14 11:34:37,195 - mmaction - INFO - Epoch [53][800/1253] lr: 7.500e-04, eta: 12:35:14, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6839, top5_acc: 0.8669, loss_cls: 1.2949, loss: 1.2949, grad_norm: 5.7353 2021-03-14 11:34:49,444 - mmaction - INFO - Epoch [53][820/1253] lr: 7.500e-04, eta: 12:34:56, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7055, top5_acc: 0.8711, loss_cls: 1.2359, loss: 1.2359, grad_norm: 5.4980 2021-03-14 11:35:01,756 - mmaction - INFO - Epoch [53][840/1253] lr: 7.500e-04, eta: 12:34:38, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7021, top5_acc: 0.8729, loss_cls: 1.2415, loss: 1.2415, grad_norm: 5.5418 2021-03-14 11:35:14,003 - mmaction - INFO - Epoch [53][860/1253] lr: 7.500e-04, eta: 12:34:20, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6987, top5_acc: 0.8635, loss_cls: 1.2776, loss: 1.2776, grad_norm: 5.5244 2021-03-14 11:35:26,208 - mmaction - INFO - Epoch [53][880/1253] lr: 7.500e-04, eta: 12:34:02, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6969, top5_acc: 0.8716, loss_cls: 1.2570, loss: 1.2570, grad_norm: 5.5559 2021-03-14 11:35:38,570 - mmaction - INFO - Epoch [53][900/1253] lr: 7.500e-04, eta: 12:33:45, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.6979, top5_acc: 0.8784, loss_cls: 1.2238, loss: 1.2238, grad_norm: 5.4900 2021-03-14 11:35:50,824 - mmaction - INFO - Epoch [53][920/1253] lr: 7.500e-04, eta: 12:33:27, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6964, top5_acc: 0.8698, loss_cls: 1.2390, loss: 1.2390, grad_norm: 5.5298 2021-03-14 11:36:03,073 - mmaction - INFO - Epoch [53][940/1253] lr: 7.500e-04, eta: 12:33:09, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6919, top5_acc: 0.8701, loss_cls: 1.2551, loss: 1.2551, grad_norm: 5.6672 2021-03-14 11:36:15,322 - mmaction - INFO - Epoch [53][960/1253] lr: 7.500e-04, eta: 12:32:51, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6885, top5_acc: 0.8651, loss_cls: 1.3220, loss: 1.3220, grad_norm: 5.6876 2021-03-14 11:36:27,575 - mmaction - INFO - Epoch [53][980/1253] lr: 7.500e-04, eta: 12:32:33, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6966, top5_acc: 0.8701, loss_cls: 1.2353, loss: 1.2353, grad_norm: 5.5109 2021-03-14 11:36:39,831 - mmaction - INFO - Epoch [53][1000/1253] lr: 7.500e-04, eta: 12:32:15, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6852, top5_acc: 0.8732, loss_cls: 1.2668, loss: 1.2668, grad_norm: 5.6405 2021-03-14 11:36:52,132 - mmaction - INFO - Epoch [53][1020/1253] lr: 7.500e-04, eta: 12:31:57, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6937, top5_acc: 0.8763, loss_cls: 1.2516, loss: 1.2516, grad_norm: 5.5661 2021-03-14 11:37:04,369 - mmaction - INFO - Epoch [53][1040/1253] lr: 7.500e-04, eta: 12:31:39, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6930, top5_acc: 0.8664, loss_cls: 1.2760, loss: 1.2760, grad_norm: 5.6750 2021-03-14 11:37:16,577 - mmaction - INFO - Epoch [53][1060/1253] lr: 7.500e-04, eta: 12:31:21, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7013, top5_acc: 0.8742, loss_cls: 1.2469, loss: 1.2469, grad_norm: 5.6171 2021-03-14 11:37:28,850 - mmaction - INFO - Epoch [53][1080/1253] lr: 7.500e-04, eta: 12:31:03, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6898, top5_acc: 0.8633, loss_cls: 1.2768, loss: 1.2768, grad_norm: 5.5361 2021-03-14 11:37:41,094 - mmaction - INFO - Epoch [53][1100/1253] lr: 7.500e-04, eta: 12:30:45, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6979, top5_acc: 0.8724, loss_cls: 1.2589, loss: 1.2589, grad_norm: 5.5468 2021-03-14 11:37:53,257 - mmaction - INFO - Epoch [53][1120/1253] lr: 7.500e-04, eta: 12:30:27, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6872, top5_acc: 0.8685, loss_cls: 1.3002, loss: 1.3002, grad_norm: 5.6784 2021-03-14 11:38:05,390 - mmaction - INFO - Epoch [53][1140/1253] lr: 7.500e-04, eta: 12:30:09, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6932, top5_acc: 0.8672, loss_cls: 1.2966, loss: 1.2966, grad_norm: 5.5904 2021-03-14 11:38:17,531 - mmaction - INFO - Epoch [53][1160/1253] lr: 7.500e-04, eta: 12:29:51, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6974, top5_acc: 0.8685, loss_cls: 1.2450, loss: 1.2450, grad_norm: 5.5103 2021-03-14 11:38:29,757 - mmaction - INFO - Epoch [53][1180/1253] lr: 7.500e-04, eta: 12:29:33, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6836, top5_acc: 0.8604, loss_cls: 1.3020, loss: 1.3020, grad_norm: 5.7055 2021-03-14 11:38:42,000 - mmaction - INFO - Epoch [53][1200/1253] lr: 7.500e-04, eta: 12:29:15, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6917, top5_acc: 0.8685, loss_cls: 1.2685, loss: 1.2685, grad_norm: 5.6291 2021-03-14 11:38:54,329 - mmaction - INFO - Epoch [53][1220/1253] lr: 7.500e-04, eta: 12:28:57, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6953, top5_acc: 0.8742, loss_cls: 1.2516, loss: 1.2516, grad_norm: 5.5470 2021-03-14 11:39:06,615 - mmaction - INFO - Epoch [53][1240/1253] lr: 7.500e-04, eta: 12:28:39, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6940, top5_acc: 0.8630, loss_cls: 1.2884, loss: 1.2884, grad_norm: 5.6439 2021-03-14 11:42:44,884 - mmaction - INFO - Epoch [54][20/1253] lr: 7.500e-04, eta: 12:30:57, time: 10.440, data_time: 9.691, memory: 8809, top1_acc: 0.6815, top5_acc: 0.8685, loss_cls: 1.2890, loss: 1.2890, grad_norm: 5.6912 2021-03-14 11:42:57,046 - mmaction - INFO - Epoch [54][40/1253] lr: 7.500e-04, eta: 12:30:39, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2632, loss: 1.2632, grad_norm: 5.6624 2021-03-14 11:43:09,125 - mmaction - INFO - Epoch [54][60/1253] lr: 7.500e-04, eta: 12:30:21, time: 0.603, data_time: 0.001, memory: 8809, top1_acc: 0.6893, top5_acc: 0.8734, loss_cls: 1.2566, loss: 1.2566, grad_norm: 5.6396 2021-03-14 11:43:21,366 - mmaction - INFO - Epoch [54][80/1253] lr: 7.500e-04, eta: 12:30:03, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7055, top5_acc: 0.8807, loss_cls: 1.2179, loss: 1.2179, grad_norm: 5.5383 2021-03-14 11:43:33,613 - mmaction - INFO - Epoch [54][100/1253] lr: 7.500e-04, eta: 12:29:45, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6979, top5_acc: 0.8688, loss_cls: 1.2604, loss: 1.2604, grad_norm: 5.4756 2021-03-14 11:43:45,861 - mmaction - INFO - Epoch [54][120/1253] lr: 7.500e-04, eta: 12:29:27, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.6992, top5_acc: 0.8755, loss_cls: 1.2432, loss: 1.2432, grad_norm: 5.5994 2021-03-14 11:43:58,162 - mmaction - INFO - Epoch [54][140/1253] lr: 7.500e-04, eta: 12:29:09, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6901, top5_acc: 0.8661, loss_cls: 1.2620, loss: 1.2620, grad_norm: 5.5466 2021-03-14 11:44:10,386 - mmaction - INFO - Epoch [54][160/1253] lr: 7.500e-04, eta: 12:28:51, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.2943, loss: 1.2943, grad_norm: 5.6991 2021-03-14 11:44:22,586 - mmaction - INFO - Epoch [54][180/1253] lr: 7.500e-04, eta: 12:28:33, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7107, top5_acc: 0.8768, loss_cls: 1.2099, loss: 1.2099, grad_norm: 5.5673 2021-03-14 11:44:34,918 - mmaction - INFO - Epoch [54][200/1253] lr: 7.500e-04, eta: 12:28:15, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.6974, top5_acc: 0.8708, loss_cls: 1.2459, loss: 1.2459, grad_norm: 5.5691 2021-03-14 11:44:47,212 - mmaction - INFO - Epoch [54][220/1253] lr: 7.500e-04, eta: 12:27:57, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7031, top5_acc: 0.8682, loss_cls: 1.2525, loss: 1.2525, grad_norm: 5.5646 2021-03-14 11:44:59,492 - mmaction - INFO - Epoch [54][240/1253] lr: 7.500e-04, eta: 12:27:39, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6904, top5_acc: 0.8628, loss_cls: 1.2861, loss: 1.2861, grad_norm: 5.6216 2021-03-14 11:45:11,789 - mmaction - INFO - Epoch [54][260/1253] lr: 7.500e-04, eta: 12:27:21, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6875, top5_acc: 0.8646, loss_cls: 1.2968, loss: 1.2968, grad_norm: 5.7298 2021-03-14 11:45:24,077 - mmaction - INFO - Epoch [54][280/1253] lr: 7.500e-04, eta: 12:27:03, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7078, top5_acc: 0.8753, loss_cls: 1.2069, loss: 1.2069, grad_norm: 5.5278 2021-03-14 11:45:36,346 - mmaction - INFO - Epoch [54][300/1253] lr: 7.500e-04, eta: 12:26:45, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.6956, top5_acc: 0.8729, loss_cls: 1.2616, loss: 1.2616, grad_norm: 5.7359 2021-03-14 11:45:48,537 - mmaction - INFO - Epoch [54][320/1253] lr: 7.500e-04, eta: 12:26:27, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.6914, top5_acc: 0.8734, loss_cls: 1.2573, loss: 1.2573, grad_norm: 5.6164 2021-03-14 11:46:00,789 - mmaction - INFO - Epoch [54][340/1253] lr: 7.500e-04, eta: 12:26:09, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6932, top5_acc: 0.8690, loss_cls: 1.2680, loss: 1.2680, grad_norm: 5.6678 2021-03-14 11:46:13,034 - mmaction - INFO - Epoch [54][360/1253] lr: 7.500e-04, eta: 12:25:51, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6958, top5_acc: 0.8771, loss_cls: 1.2455, loss: 1.2455, grad_norm: 5.6014 2021-03-14 11:46:25,252 - mmaction - INFO - Epoch [54][380/1253] lr: 7.500e-04, eta: 12:25:33, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6924, top5_acc: 0.8740, loss_cls: 1.2455, loss: 1.2455, grad_norm: 5.6225 2021-03-14 11:46:37,517 - mmaction - INFO - Epoch [54][400/1253] lr: 7.500e-04, eta: 12:25:15, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.2236, loss: 1.2236, grad_norm: 5.5946 2021-03-14 11:46:49,757 - mmaction - INFO - Epoch [54][420/1253] lr: 7.500e-04, eta: 12:24:57, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6992, top5_acc: 0.8698, loss_cls: 1.2350, loss: 1.2350, grad_norm: 5.6087 2021-03-14 11:47:02,012 - mmaction - INFO - Epoch [54][440/1253] lr: 7.500e-04, eta: 12:24:39, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6979, top5_acc: 0.8776, loss_cls: 1.2460, loss: 1.2460, grad_norm: 5.6566 2021-03-14 11:47:14,232 - mmaction - INFO - Epoch [54][460/1253] lr: 7.500e-04, eta: 12:24:21, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6862, top5_acc: 0.8688, loss_cls: 1.2878, loss: 1.2878, grad_norm: 5.6616 2021-03-14 11:47:26,444 - mmaction - INFO - Epoch [54][480/1253] lr: 7.500e-04, eta: 12:24:03, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6828, top5_acc: 0.8646, loss_cls: 1.2944, loss: 1.2944, grad_norm: 5.7484 2021-03-14 11:47:38,824 - mmaction - INFO - Epoch [54][500/1253] lr: 7.500e-04, eta: 12:23:45, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.7026, top5_acc: 0.8750, loss_cls: 1.2389, loss: 1.2389, grad_norm: 5.5214 2021-03-14 11:47:51,153 - mmaction - INFO - Epoch [54][520/1253] lr: 7.500e-04, eta: 12:23:28, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7029, top5_acc: 0.8768, loss_cls: 1.2314, loss: 1.2314, grad_norm: 5.5368 2021-03-14 11:48:03,534 - mmaction - INFO - Epoch [54][540/1253] lr: 7.500e-04, eta: 12:23:10, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.6841, top5_acc: 0.8677, loss_cls: 1.2936, loss: 1.2936, grad_norm: 5.6828 2021-03-14 11:48:15,643 - mmaction - INFO - Epoch [54][560/1253] lr: 7.500e-04, eta: 12:22:52, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.6982, top5_acc: 0.8727, loss_cls: 1.2315, loss: 1.2315, grad_norm: 5.5368 2021-03-14 11:48:27,862 - mmaction - INFO - Epoch [54][580/1253] lr: 7.500e-04, eta: 12:22:34, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6872, top5_acc: 0.8716, loss_cls: 1.2696, loss: 1.2696, grad_norm: 5.6985 2021-03-14 11:48:40,114 - mmaction - INFO - Epoch [54][600/1253] lr: 7.500e-04, eta: 12:22:16, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6964, top5_acc: 0.8719, loss_cls: 1.2505, loss: 1.2505, grad_norm: 5.6429 2021-03-14 11:48:52,434 - mmaction - INFO - Epoch [54][620/1253] lr: 7.500e-04, eta: 12:21:58, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6982, top5_acc: 0.8786, loss_cls: 1.2470, loss: 1.2470, grad_norm: 5.5726 2021-03-14 11:49:04,759 - mmaction - INFO - Epoch [54][640/1253] lr: 7.500e-04, eta: 12:21:40, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6828, top5_acc: 0.8677, loss_cls: 1.2958, loss: 1.2958, grad_norm: 5.7148 2021-03-14 11:49:17,051 - mmaction - INFO - Epoch [54][660/1253] lr: 7.500e-04, eta: 12:21:22, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6919, top5_acc: 0.8714, loss_cls: 1.2604, loss: 1.2604, grad_norm: 5.6079 2021-03-14 11:49:29,385 - mmaction - INFO - Epoch [54][680/1253] lr: 7.500e-04, eta: 12:21:04, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6958, top5_acc: 0.8771, loss_cls: 1.2473, loss: 1.2473, grad_norm: 5.6175 2021-03-14 11:49:41,649 - mmaction - INFO - Epoch [54][700/1253] lr: 7.500e-04, eta: 12:20:47, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6940, top5_acc: 0.8716, loss_cls: 1.2383, loss: 1.2383, grad_norm: 5.5899 2021-03-14 11:49:54,025 - mmaction - INFO - Epoch [54][720/1253] lr: 7.500e-04, eta: 12:20:29, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7005, top5_acc: 0.8680, loss_cls: 1.2695, loss: 1.2695, grad_norm: 5.6085 2021-03-14 11:50:06,358 - mmaction - INFO - Epoch [54][740/1253] lr: 7.500e-04, eta: 12:20:11, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6870, top5_acc: 0.8701, loss_cls: 1.2738, loss: 1.2738, grad_norm: 5.7186 2021-03-14 11:50:18,636 - mmaction - INFO - Epoch [54][760/1253] lr: 7.500e-04, eta: 12:19:53, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7021, top5_acc: 0.8794, loss_cls: 1.2178, loss: 1.2178, grad_norm: 5.6433 2021-03-14 11:50:30,859 - mmaction - INFO - Epoch [54][780/1253] lr: 7.500e-04, eta: 12:19:35, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6966, top5_acc: 0.8747, loss_cls: 1.2236, loss: 1.2236, grad_norm: 5.5439 2021-03-14 11:50:43,207 - mmaction - INFO - Epoch [54][800/1253] lr: 7.500e-04, eta: 12:19:17, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6927, top5_acc: 0.8737, loss_cls: 1.2420, loss: 1.2420, grad_norm: 5.6190 2021-03-14 11:50:55,464 - mmaction - INFO - Epoch [54][820/1253] lr: 7.500e-04, eta: 12:18:59, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6807, top5_acc: 0.8648, loss_cls: 1.3158, loss: 1.3158, grad_norm: 5.6957 2021-03-14 11:51:07,749 - mmaction - INFO - Epoch [54][840/1253] lr: 7.500e-04, eta: 12:18:42, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6990, top5_acc: 0.8753, loss_cls: 1.2414, loss: 1.2414, grad_norm: 5.6277 2021-03-14 11:51:20,070 - mmaction - INFO - Epoch [54][860/1253] lr: 7.500e-04, eta: 12:18:24, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6922, top5_acc: 0.8680, loss_cls: 1.2746, loss: 1.2746, grad_norm: 5.7465 2021-03-14 11:51:32,305 - mmaction - INFO - Epoch [54][880/1253] lr: 7.500e-04, eta: 12:18:06, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6930, top5_acc: 0.8654, loss_cls: 1.2583, loss: 1.2583, grad_norm: 5.6072 2021-03-14 11:51:44,435 - mmaction - INFO - Epoch [54][900/1253] lr: 7.500e-04, eta: 12:17:48, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.6990, top5_acc: 0.8786, loss_cls: 1.2233, loss: 1.2233, grad_norm: 5.5953 2021-03-14 11:51:56,630 - mmaction - INFO - Epoch [54][920/1253] lr: 7.500e-04, eta: 12:17:30, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6919, top5_acc: 0.8706, loss_cls: 1.2696, loss: 1.2696, grad_norm: 5.6401 2021-03-14 11:52:08,848 - mmaction - INFO - Epoch [54][940/1253] lr: 7.500e-04, eta: 12:17:12, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7052, top5_acc: 0.8865, loss_cls: 1.1772, loss: 1.1772, grad_norm: 5.4755 2021-03-14 11:52:21,138 - mmaction - INFO - Epoch [54][960/1253] lr: 7.500e-04, eta: 12:16:54, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6930, top5_acc: 0.8674, loss_cls: 1.2599, loss: 1.2599, grad_norm: 5.7116 2021-03-14 11:52:33,388 - mmaction - INFO - Epoch [54][980/1253] lr: 7.500e-04, eta: 12:16:36, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6971, top5_acc: 0.8732, loss_cls: 1.2460, loss: 1.2460, grad_norm: 5.6797 2021-03-14 11:52:45,571 - mmaction - INFO - Epoch [54][1000/1253] lr: 7.500e-04, eta: 12:16:19, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6977, top5_acc: 0.8742, loss_cls: 1.2460, loss: 1.2460, grad_norm: 5.6411 2021-03-14 11:52:57,838 - mmaction - INFO - Epoch [54][1020/1253] lr: 7.500e-04, eta: 12:16:01, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7060, top5_acc: 0.8773, loss_cls: 1.2267, loss: 1.2267, grad_norm: 5.6497 2021-03-14 11:53:10,131 - mmaction - INFO - Epoch [54][1040/1253] lr: 7.500e-04, eta: 12:15:43, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8766, loss_cls: 1.2201, loss: 1.2201, grad_norm: 5.5607 2021-03-14 11:53:22,408 - mmaction - INFO - Epoch [54][1060/1253] lr: 7.500e-04, eta: 12:15:25, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6937, top5_acc: 0.8789, loss_cls: 1.2360, loss: 1.2360, grad_norm: 5.6788 2021-03-14 11:53:34,696 - mmaction - INFO - Epoch [54][1080/1253] lr: 7.500e-04, eta: 12:15:07, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8859, loss_cls: 1.1751, loss: 1.1751, grad_norm: 5.5761 2021-03-14 11:53:46,925 - mmaction - INFO - Epoch [54][1100/1253] lr: 7.500e-04, eta: 12:14:49, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6979, top5_acc: 0.8768, loss_cls: 1.2118, loss: 1.2118, grad_norm: 5.5375 2021-03-14 11:53:59,211 - mmaction - INFO - Epoch [54][1120/1253] lr: 7.500e-04, eta: 12:14:32, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6956, top5_acc: 0.8810, loss_cls: 1.2364, loss: 1.2364, grad_norm: 5.7214 2021-03-14 11:54:11,506 - mmaction - INFO - Epoch [54][1140/1253] lr: 7.500e-04, eta: 12:14:14, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6818, top5_acc: 0.8688, loss_cls: 1.3004, loss: 1.3004, grad_norm: 5.7685 2021-03-14 11:54:23,700 - mmaction - INFO - Epoch [54][1160/1253] lr: 7.500e-04, eta: 12:13:56, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7008, top5_acc: 0.8768, loss_cls: 1.2198, loss: 1.2198, grad_norm: 5.5492 2021-03-14 11:54:36,030 - mmaction - INFO - Epoch [54][1180/1253] lr: 7.500e-04, eta: 12:13:38, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7036, top5_acc: 0.8740, loss_cls: 1.2389, loss: 1.2389, grad_norm: 5.6374 2021-03-14 11:54:48,329 - mmaction - INFO - Epoch [54][1200/1253] lr: 7.500e-04, eta: 12:13:20, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6917, top5_acc: 0.8734, loss_cls: 1.2754, loss: 1.2754, grad_norm: 5.6763 2021-03-14 11:55:00,576 - mmaction - INFO - Epoch [54][1220/1253] lr: 7.500e-04, eta: 12:13:03, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.6919, top5_acc: 0.8706, loss_cls: 1.2747, loss: 1.2747, grad_norm: 5.7180 2021-03-14 11:55:12,853 - mmaction - INFO - Epoch [54][1240/1253] lr: 7.500e-04, eta: 12:12:45, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6909, top5_acc: 0.8688, loss_cls: 1.2652, loss: 1.2652, grad_norm: 5.7829 2021-03-14 11:58:51,011 - mmaction - INFO - Epoch [55][20/1253] lr: 7.500e-04, eta: 12:14:56, time: 10.420, data_time: 9.770, memory: 8809, top1_acc: 0.6854, top5_acc: 0.8698, loss_cls: 1.2770, loss: 1.2770, grad_norm: 5.7086 2021-03-14 11:59:03,179 - mmaction - INFO - Epoch [55][40/1253] lr: 7.500e-04, eta: 12:14:38, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6961, top5_acc: 0.8669, loss_cls: 1.2629, loss: 1.2629, grad_norm: 5.5606 2021-03-14 11:59:15,517 - mmaction - INFO - Epoch [55][60/1253] lr: 7.500e-04, eta: 12:14:20, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.6883, top5_acc: 0.8669, loss_cls: 1.2771, loss: 1.2771, grad_norm: 5.7173 2021-03-14 11:59:27,817 - mmaction - INFO - Epoch [55][80/1253] lr: 7.500e-04, eta: 12:14:02, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6971, top5_acc: 0.8747, loss_cls: 1.2096, loss: 1.2096, grad_norm: 5.5276 2021-03-14 11:59:39,979 - mmaction - INFO - Epoch [55][100/1253] lr: 7.500e-04, eta: 12:13:44, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6977, top5_acc: 0.8802, loss_cls: 1.2360, loss: 1.2360, grad_norm: 5.6870 2021-03-14 11:59:52,112 - mmaction - INFO - Epoch [55][120/1253] lr: 7.500e-04, eta: 12:13:26, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.7013, top5_acc: 0.8812, loss_cls: 1.2077, loss: 1.2077, grad_norm: 5.6635 2021-03-14 12:00:04,388 - mmaction - INFO - Epoch [55][140/1253] lr: 7.500e-04, eta: 12:13:08, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7036, top5_acc: 0.8810, loss_cls: 1.2287, loss: 1.2287, grad_norm: 5.6138 2021-03-14 12:00:16,592 - mmaction - INFO - Epoch [55][160/1253] lr: 7.500e-04, eta: 12:12:50, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6862, top5_acc: 0.8661, loss_cls: 1.2860, loss: 1.2860, grad_norm: 5.7544 2021-03-14 12:00:29,613 - mmaction - INFO - Epoch [55][180/1253] lr: 7.500e-04, eta: 12:12:33, time: 0.651, data_time: 0.002, memory: 8809, top1_acc: 0.6971, top5_acc: 0.8661, loss_cls: 1.2676, loss: 1.2676, grad_norm: 5.6712 2021-03-14 12:00:41,918 - mmaction - INFO - Epoch [55][200/1253] lr: 7.500e-04, eta: 12:12:15, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6984, top5_acc: 0.8760, loss_cls: 1.2312, loss: 1.2312, grad_norm: 5.6332 2021-03-14 12:00:54,158 - mmaction - INFO - Epoch [55][220/1253] lr: 7.500e-04, eta: 12:11:57, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6974, top5_acc: 0.8794, loss_cls: 1.2259, loss: 1.2259, grad_norm: 5.6593 2021-03-14 12:01:06,453 - mmaction - INFO - Epoch [55][240/1253] lr: 7.500e-04, eta: 12:11:39, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6857, top5_acc: 0.8635, loss_cls: 1.3019, loss: 1.3019, grad_norm: 5.7761 2021-03-14 12:01:18,772 - mmaction - INFO - Epoch [55][260/1253] lr: 7.500e-04, eta: 12:11:22, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.6906, top5_acc: 0.8701, loss_cls: 1.2554, loss: 1.2554, grad_norm: 5.6611 2021-03-14 12:01:31,282 - mmaction - INFO - Epoch [55][280/1253] lr: 7.500e-04, eta: 12:11:04, time: 0.626, data_time: 0.002, memory: 8809, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2410, loss: 1.2410, grad_norm: 5.6849 2021-03-14 12:01:43,707 - mmaction - INFO - Epoch [55][300/1253] lr: 7.500e-04, eta: 12:10:46, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.6979, top5_acc: 0.8734, loss_cls: 1.2328, loss: 1.2328, grad_norm: 5.5584 2021-03-14 12:01:55,855 - mmaction - INFO - Epoch [55][320/1253] lr: 7.500e-04, eta: 12:10:28, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6940, top5_acc: 0.8766, loss_cls: 1.2371, loss: 1.2371, grad_norm: 5.6451 2021-03-14 12:02:08,058 - mmaction - INFO - Epoch [55][340/1253] lr: 7.500e-04, eta: 12:10:10, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6974, top5_acc: 0.8638, loss_cls: 1.2727, loss: 1.2727, grad_norm: 5.7211 2021-03-14 12:02:20,823 - mmaction - INFO - Epoch [55][360/1253] lr: 7.500e-04, eta: 12:09:53, time: 0.638, data_time: 0.003, memory: 8809, top1_acc: 0.6872, top5_acc: 0.8615, loss_cls: 1.3111, loss: 1.3111, grad_norm: 5.7798 2021-03-14 12:02:33,125 - mmaction - INFO - Epoch [55][380/1253] lr: 7.500e-04, eta: 12:09:35, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6844, top5_acc: 0.8727, loss_cls: 1.2496, loss: 1.2496, grad_norm: 5.7896 2021-03-14 12:02:45,465 - mmaction - INFO - Epoch [55][400/1253] lr: 7.500e-04, eta: 12:09:17, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.6992, top5_acc: 0.8776, loss_cls: 1.2237, loss: 1.2237, grad_norm: 5.6329 2021-03-14 12:02:57,827 - mmaction - INFO - Epoch [55][420/1253] lr: 7.500e-04, eta: 12:09:00, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6948, top5_acc: 0.8651, loss_cls: 1.2747, loss: 1.2747, grad_norm: 5.6521 2021-03-14 12:03:10,078 - mmaction - INFO - Epoch [55][440/1253] lr: 7.500e-04, eta: 12:08:42, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6930, top5_acc: 0.8714, loss_cls: 1.2405, loss: 1.2405, grad_norm: 5.6152 2021-03-14 12:03:22,370 - mmaction - INFO - Epoch [55][460/1253] lr: 7.500e-04, eta: 12:08:24, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6956, top5_acc: 0.8826, loss_cls: 1.2383, loss: 1.2383, grad_norm: 5.6730 2021-03-14 12:03:34,610 - mmaction - INFO - Epoch [55][480/1253] lr: 7.500e-04, eta: 12:08:06, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6977, top5_acc: 0.8740, loss_cls: 1.2255, loss: 1.2255, grad_norm: 5.6214 2021-03-14 12:03:46,913 - mmaction - INFO - Epoch [55][500/1253] lr: 7.500e-04, eta: 12:07:48, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6909, top5_acc: 0.8753, loss_cls: 1.2486, loss: 1.2486, grad_norm: 5.6696 2021-03-14 12:03:59,174 - mmaction - INFO - Epoch [55][520/1253] lr: 7.500e-04, eta: 12:07:31, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.6964, top5_acc: 0.8734, loss_cls: 1.2504, loss: 1.2504, grad_norm: 5.5715 2021-03-14 12:04:11,461 - mmaction - INFO - Epoch [55][540/1253] lr: 7.500e-04, eta: 12:07:13, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6956, top5_acc: 0.8750, loss_cls: 1.2379, loss: 1.2379, grad_norm: 5.6408 2021-03-14 12:04:23,696 - mmaction - INFO - Epoch [55][560/1253] lr: 7.500e-04, eta: 12:06:55, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6846, top5_acc: 0.8635, loss_cls: 1.3081, loss: 1.3081, grad_norm: 5.7590 2021-03-14 12:04:35,991 - mmaction - INFO - Epoch [55][580/1253] lr: 7.500e-04, eta: 12:06:37, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7013, top5_acc: 0.8674, loss_cls: 1.2607, loss: 1.2607, grad_norm: 5.7187 2021-03-14 12:04:48,187 - mmaction - INFO - Epoch [55][600/1253] lr: 7.500e-04, eta: 12:06:19, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6961, top5_acc: 0.8682, loss_cls: 1.2635, loss: 1.2635, grad_norm: 5.7434 2021-03-14 12:05:00,498 - mmaction - INFO - Epoch [55][620/1253] lr: 7.500e-04, eta: 12:06:02, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7005, top5_acc: 0.8714, loss_cls: 1.2423, loss: 1.2423, grad_norm: 5.6753 2021-03-14 12:05:12,865 - mmaction - INFO - Epoch [55][640/1253] lr: 7.500e-04, eta: 12:05:44, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.6937, top5_acc: 0.8805, loss_cls: 1.2292, loss: 1.2292, grad_norm: 5.6766 2021-03-14 12:05:25,118 - mmaction - INFO - Epoch [55][660/1253] lr: 7.500e-04, eta: 12:05:26, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7003, top5_acc: 0.8745, loss_cls: 1.2344, loss: 1.2344, grad_norm: 5.6450 2021-03-14 12:05:37,391 - mmaction - INFO - Epoch [55][680/1253] lr: 7.500e-04, eta: 12:05:08, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6930, top5_acc: 0.8807, loss_cls: 1.2152, loss: 1.2152, grad_norm: 5.6055 2021-03-14 12:05:49,669 - mmaction - INFO - Epoch [55][700/1253] lr: 7.500e-04, eta: 12:04:50, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6841, top5_acc: 0.8615, loss_cls: 1.3036, loss: 1.3036, grad_norm: 5.7499 2021-03-14 12:06:01,852 - mmaction - INFO - Epoch [55][720/1253] lr: 7.500e-04, eta: 12:04:33, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6971, top5_acc: 0.8763, loss_cls: 1.2375, loss: 1.2375, grad_norm: 5.6892 2021-03-14 12:06:14,061 - mmaction - INFO - Epoch [55][740/1253] lr: 7.500e-04, eta: 12:04:15, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7013, top5_acc: 0.8664, loss_cls: 1.2562, loss: 1.2562, grad_norm: 5.6352 2021-03-14 12:06:26,479 - mmaction - INFO - Epoch [55][760/1253] lr: 7.500e-04, eta: 12:03:57, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.7125, top5_acc: 0.8831, loss_cls: 1.1750, loss: 1.1750, grad_norm: 5.5182 2021-03-14 12:06:38,727 - mmaction - INFO - Epoch [55][780/1253] lr: 7.500e-04, eta: 12:03:39, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8732, loss_cls: 1.2251, loss: 1.2251, grad_norm: 5.6084 2021-03-14 12:06:51,092 - mmaction - INFO - Epoch [55][800/1253] lr: 7.500e-04, eta: 12:03:22, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7073, top5_acc: 0.8786, loss_cls: 1.1945, loss: 1.1945, grad_norm: 5.5782 2021-03-14 12:07:03,375 - mmaction - INFO - Epoch [55][820/1253] lr: 7.500e-04, eta: 12:03:04, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6859, top5_acc: 0.8630, loss_cls: 1.2777, loss: 1.2777, grad_norm: 5.6967 2021-03-14 12:07:15,683 - mmaction - INFO - Epoch [55][840/1253] lr: 7.500e-04, eta: 12:02:46, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6919, top5_acc: 0.8680, loss_cls: 1.2748, loss: 1.2748, grad_norm: 5.7050 2021-03-14 12:07:27,940 - mmaction - INFO - Epoch [55][860/1253] lr: 7.500e-04, eta: 12:02:28, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6818, top5_acc: 0.8630, loss_cls: 1.3050, loss: 1.3050, grad_norm: 5.7471 2021-03-14 12:07:40,159 - mmaction - INFO - Epoch [55][880/1253] lr: 7.500e-04, eta: 12:02:11, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6995, top5_acc: 0.8755, loss_cls: 1.2447, loss: 1.2447, grad_norm: 5.6198 2021-03-14 12:07:52,332 - mmaction - INFO - Epoch [55][900/1253] lr: 7.500e-04, eta: 12:01:53, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7031, top5_acc: 0.8724, loss_cls: 1.2509, loss: 1.2509, grad_norm: 5.6644 2021-03-14 12:08:04,626 - mmaction - INFO - Epoch [55][920/1253] lr: 7.500e-04, eta: 12:01:35, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6768, top5_acc: 0.8703, loss_cls: 1.2923, loss: 1.2923, grad_norm: 5.7977 2021-03-14 12:08:16,992 - mmaction - INFO - Epoch [55][940/1253] lr: 7.500e-04, eta: 12:01:17, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6935, top5_acc: 0.8721, loss_cls: 1.2358, loss: 1.2358, grad_norm: 5.5663 2021-03-14 12:08:29,309 - mmaction - INFO - Epoch [55][960/1253] lr: 7.500e-04, eta: 12:01:00, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6969, top5_acc: 0.8737, loss_cls: 1.2509, loss: 1.2509, grad_norm: 5.6656 2021-03-14 12:08:41,583 - mmaction - INFO - Epoch [55][980/1253] lr: 7.500e-04, eta: 12:00:42, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6987, top5_acc: 0.8716, loss_cls: 1.2505, loss: 1.2505, grad_norm: 5.6465 2021-03-14 12:08:53,826 - mmaction - INFO - Epoch [55][1000/1253] lr: 7.500e-04, eta: 12:00:24, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7034, top5_acc: 0.8781, loss_cls: 1.2176, loss: 1.2176, grad_norm: 5.5817 2021-03-14 12:09:06,213 - mmaction - INFO - Epoch [55][1020/1253] lr: 7.500e-04, eta: 12:00:07, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6862, top5_acc: 0.8750, loss_cls: 1.2545, loss: 1.2545, grad_norm: 5.7158 2021-03-14 12:09:18,482 - mmaction - INFO - Epoch [55][1040/1253] lr: 7.500e-04, eta: 11:59:49, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6917, top5_acc: 0.8758, loss_cls: 1.2658, loss: 1.2658, grad_norm: 5.6320 2021-03-14 12:09:30,770 - mmaction - INFO - Epoch [55][1060/1253] lr: 7.500e-04, eta: 11:59:31, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6990, top5_acc: 0.8758, loss_cls: 1.2510, loss: 1.2510, grad_norm: 5.7070 2021-03-14 12:09:43,223 - mmaction - INFO - Epoch [55][1080/1253] lr: 7.500e-04, eta: 11:59:14, time: 0.622, data_time: 0.002, memory: 8809, top1_acc: 0.6997, top5_acc: 0.8716, loss_cls: 1.2393, loss: 1.2393, grad_norm: 5.5561 2021-03-14 12:09:55,507 - mmaction - INFO - Epoch [55][1100/1253] lr: 7.500e-04, eta: 11:58:56, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6940, top5_acc: 0.8714, loss_cls: 1.2668, loss: 1.2668, grad_norm: 5.6259 2021-03-14 12:10:07,830 - mmaction - INFO - Epoch [55][1120/1253] lr: 7.500e-04, eta: 11:58:38, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6865, top5_acc: 0.8708, loss_cls: 1.2791, loss: 1.2791, grad_norm: 5.6824 2021-03-14 12:10:19,968 - mmaction - INFO - Epoch [55][1140/1253] lr: 7.500e-04, eta: 11:58:20, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6953, top5_acc: 0.8766, loss_cls: 1.2493, loss: 1.2493, grad_norm: 5.6787 2021-03-14 12:10:32,203 - mmaction - INFO - Epoch [55][1160/1253] lr: 7.500e-04, eta: 11:58:03, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6943, top5_acc: 0.8659, loss_cls: 1.2839, loss: 1.2839, grad_norm: 5.6454 2021-03-14 12:10:44,564 - mmaction - INFO - Epoch [55][1180/1253] lr: 7.500e-04, eta: 11:57:45, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.6836, top5_acc: 0.8659, loss_cls: 1.3053, loss: 1.3053, grad_norm: 5.7552 2021-03-14 12:10:56,950 - mmaction - INFO - Epoch [55][1200/1253] lr: 7.500e-04, eta: 11:57:27, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.6898, top5_acc: 0.8685, loss_cls: 1.2539, loss: 1.2539, grad_norm: 5.6603 2021-03-14 12:11:09,188 - mmaction - INFO - Epoch [55][1220/1253] lr: 7.500e-04, eta: 11:57:10, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7034, top5_acc: 0.8779, loss_cls: 1.2181, loss: 1.2181, grad_norm: 5.5750 2021-03-14 12:11:21,459 - mmaction - INFO - Epoch [55][1240/1253] lr: 7.500e-04, eta: 11:56:52, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6951, top5_acc: 0.8674, loss_cls: 1.2560, loss: 1.2560, grad_norm: 5.6091 2021-03-14 12:15:03,509 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-03-14 12:15:04,490 - mmaction - INFO - top1_acc 0.6948 top5_acc 0.8865 2021-03-14 12:15:04,490 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-03-14 12:15:04,530 - mmaction - INFO - mean_acc 0.6947 2021-03-14 12:15:05,015 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_55.pth. 2021-03-14 12:15:05,016 - mmaction - INFO - Best top1_acc is 0.6948 at 55 epoch. 2021-03-14 12:15:05,036 - mmaction - INFO - Epoch(val) [55][1253] top1_acc: 0.6948, top5_acc: 0.8865, mean_class_accuracy: 0.6947 2021-03-14 12:18:29,630 - mmaction - INFO - Epoch [56][20/1253] lr: 7.500e-04, eta: 11:58:53, time: 10.228, data_time: 9.584, memory: 8809, top1_acc: 0.6906, top5_acc: 0.8742, loss_cls: 1.2551, loss: 1.2551, grad_norm: 5.6712 2021-03-14 12:18:41,772 - mmaction - INFO - Epoch [56][40/1253] lr: 7.500e-04, eta: 11:58:36, time: 0.607, data_time: 0.003, memory: 8809, top1_acc: 0.7102, top5_acc: 0.8732, loss_cls: 1.2319, loss: 1.2319, grad_norm: 5.5839 2021-03-14 12:18:54,087 - mmaction - INFO - Epoch [56][60/1253] lr: 7.500e-04, eta: 11:58:18, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6919, top5_acc: 0.8656, loss_cls: 1.2828, loss: 1.2828, grad_norm: 5.7577 2021-03-14 12:19:06,391 - mmaction - INFO - Epoch [56][80/1253] lr: 7.500e-04, eta: 11:58:00, time: 0.613, data_time: 0.005, memory: 8809, top1_acc: 0.7096, top5_acc: 0.8760, loss_cls: 1.2067, loss: 1.2067, grad_norm: 5.4912 2021-03-14 12:19:18,727 - mmaction - INFO - Epoch [56][100/1253] lr: 7.500e-04, eta: 11:57:42, time: 0.618, data_time: 0.005, memory: 8809, top1_acc: 0.6997, top5_acc: 0.8674, loss_cls: 1.2674, loss: 1.2674, grad_norm: 5.6207 2021-03-14 12:19:31,112 - mmaction - INFO - Epoch [56][120/1253] lr: 7.500e-04, eta: 11:57:25, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7016, top5_acc: 0.8664, loss_cls: 1.2553, loss: 1.2553, grad_norm: 5.6498 2021-03-14 12:19:43,386 - mmaction - INFO - Epoch [56][140/1253] lr: 7.500e-04, eta: 11:57:07, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7003, top5_acc: 0.8768, loss_cls: 1.2240, loss: 1.2240, grad_norm: 5.6127 2021-03-14 12:19:55,524 - mmaction - INFO - Epoch [56][160/1253] lr: 7.500e-04, eta: 11:56:49, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.7039, top5_acc: 0.8745, loss_cls: 1.2254, loss: 1.2254, grad_norm: 5.5628 2021-03-14 12:20:07,867 - mmaction - INFO - Epoch [56][180/1253] lr: 7.500e-04, eta: 11:56:31, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6982, top5_acc: 0.8740, loss_cls: 1.2401, loss: 1.2401, grad_norm: 5.6873 2021-03-14 12:20:20,202 - mmaction - INFO - Epoch [56][200/1253] lr: 7.500e-04, eta: 11:56:14, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.6917, top5_acc: 0.8656, loss_cls: 1.2501, loss: 1.2501, grad_norm: 5.6543 2021-03-14 12:20:32,489 - mmaction - INFO - Epoch [56][220/1253] lr: 7.500e-04, eta: 11:55:56, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6940, top5_acc: 0.8701, loss_cls: 1.2505, loss: 1.2505, grad_norm: 5.7185 2021-03-14 12:20:44,695 - mmaction - INFO - Epoch [56][240/1253] lr: 7.500e-04, eta: 11:55:38, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6992, top5_acc: 0.8794, loss_cls: 1.2212, loss: 1.2212, grad_norm: 5.6453 2021-03-14 12:20:56,931 - mmaction - INFO - Epoch [56][260/1253] lr: 7.500e-04, eta: 11:55:20, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6922, top5_acc: 0.8648, loss_cls: 1.2761, loss: 1.2761, grad_norm: 5.6705 2021-03-14 12:21:09,180 - mmaction - INFO - Epoch [56][280/1253] lr: 7.500e-04, eta: 11:55:03, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7000, top5_acc: 0.8745, loss_cls: 1.2435, loss: 1.2435, grad_norm: 5.5800 2021-03-14 12:21:21,363 - mmaction - INFO - Epoch [56][300/1253] lr: 7.500e-04, eta: 11:54:45, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.6909, top5_acc: 0.8706, loss_cls: 1.2504, loss: 1.2504, grad_norm: 5.6651 2021-03-14 12:21:33,687 - mmaction - INFO - Epoch [56][320/1253] lr: 7.500e-04, eta: 11:54:27, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6872, top5_acc: 0.8721, loss_cls: 1.2684, loss: 1.2684, grad_norm: 5.6936 2021-03-14 12:21:45,881 - mmaction - INFO - Epoch [56][340/1253] lr: 7.500e-04, eta: 11:54:09, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7049, top5_acc: 0.8773, loss_cls: 1.2280, loss: 1.2280, grad_norm: 5.6311 2021-03-14 12:21:58,122 - mmaction - INFO - Epoch [56][360/1253] lr: 7.500e-04, eta: 11:53:51, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7018, top5_acc: 0.8753, loss_cls: 1.2333, loss: 1.2333, grad_norm: 5.6269 2021-03-14 12:22:10,436 - mmaction - INFO - Epoch [56][380/1253] lr: 7.500e-04, eta: 11:53:34, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6909, top5_acc: 0.8711, loss_cls: 1.2392, loss: 1.2392, grad_norm: 5.6672 2021-03-14 12:22:22,684 - mmaction - INFO - Epoch [56][400/1253] lr: 7.500e-04, eta: 11:53:16, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7016, top5_acc: 0.8727, loss_cls: 1.2277, loss: 1.2277, grad_norm: 5.6006 2021-03-14 12:22:34,867 - mmaction - INFO - Epoch [56][420/1253] lr: 7.500e-04, eta: 11:52:58, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7047, top5_acc: 0.8737, loss_cls: 1.2240, loss: 1.2240, grad_norm: 5.6269 2021-03-14 12:22:47,117 - mmaction - INFO - Epoch [56][440/1253] lr: 7.500e-04, eta: 11:52:40, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6898, top5_acc: 0.8688, loss_cls: 1.3006, loss: 1.3006, grad_norm: 5.7522 2021-03-14 12:22:59,433 - mmaction - INFO - Epoch [56][460/1253] lr: 7.500e-04, eta: 11:52:23, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6930, top5_acc: 0.8674, loss_cls: 1.2635, loss: 1.2635, grad_norm: 5.6752 2021-03-14 12:23:11,925 - mmaction - INFO - Epoch [56][480/1253] lr: 7.500e-04, eta: 11:52:05, time: 0.624, data_time: 0.002, memory: 8809, top1_acc: 0.6862, top5_acc: 0.8727, loss_cls: 1.2615, loss: 1.2615, grad_norm: 5.7849 2021-03-14 12:23:24,223 - mmaction - INFO - Epoch [56][500/1253] lr: 7.500e-04, eta: 11:51:48, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6943, top5_acc: 0.8607, loss_cls: 1.3065, loss: 1.3065, grad_norm: 5.7155 2021-03-14 12:23:36,449 - mmaction - INFO - Epoch [56][520/1253] lr: 7.500e-04, eta: 11:51:30, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7047, top5_acc: 0.8745, loss_cls: 1.2073, loss: 1.2073, grad_norm: 5.6518 2021-03-14 12:23:48,761 - mmaction - INFO - Epoch [56][540/1253] lr: 7.500e-04, eta: 11:51:12, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6964, top5_acc: 0.8716, loss_cls: 1.2575, loss: 1.2575, grad_norm: 5.6924 2021-03-14 12:24:01,056 - mmaction - INFO - Epoch [56][560/1253] lr: 7.500e-04, eta: 11:50:55, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6951, top5_acc: 0.8677, loss_cls: 1.2660, loss: 1.2660, grad_norm: 5.7393 2021-03-14 12:24:13,293 - mmaction - INFO - Epoch [56][580/1253] lr: 7.500e-04, eta: 11:50:37, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7016, top5_acc: 0.8716, loss_cls: 1.2494, loss: 1.2494, grad_norm: 5.7205 2021-03-14 12:24:25,456 - mmaction - INFO - Epoch [56][600/1253] lr: 7.500e-04, eta: 11:50:19, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7016, top5_acc: 0.8758, loss_cls: 1.2197, loss: 1.2197, grad_norm: 5.6161 2021-03-14 12:24:37,675 - mmaction - INFO - Epoch [56][620/1253] lr: 7.500e-04, eta: 11:50:01, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6867, top5_acc: 0.8719, loss_cls: 1.2444, loss: 1.2444, grad_norm: 5.6580 2021-03-14 12:24:49,924 - mmaction - INFO - Epoch [56][640/1253] lr: 7.500e-04, eta: 11:49:44, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6990, top5_acc: 0.8779, loss_cls: 1.2292, loss: 1.2292, grad_norm: 5.7484 2021-03-14 12:25:02,201 - mmaction - INFO - Epoch [56][660/1253] lr: 7.500e-04, eta: 11:49:26, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6982, top5_acc: 0.8747, loss_cls: 1.2195, loss: 1.2195, grad_norm: 5.6840 2021-03-14 12:25:14,402 - mmaction - INFO - Epoch [56][680/1253] lr: 7.500e-04, eta: 11:49:08, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6935, top5_acc: 0.8698, loss_cls: 1.2733, loss: 1.2733, grad_norm: 5.6673 2021-03-14 12:25:26,646 - mmaction - INFO - Epoch [56][700/1253] lr: 7.500e-04, eta: 11:48:50, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6937, top5_acc: 0.8680, loss_cls: 1.2486, loss: 1.2486, grad_norm: 5.7353 2021-03-14 12:25:38,870 - mmaction - INFO - Epoch [56][720/1253] lr: 7.500e-04, eta: 11:48:33, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7029, top5_acc: 0.8792, loss_cls: 1.2313, loss: 1.2313, grad_norm: 5.7021 2021-03-14 12:25:51,013 - mmaction - INFO - Epoch [56][740/1253] lr: 7.500e-04, eta: 11:48:15, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.6883, top5_acc: 0.8690, loss_cls: 1.2690, loss: 1.2690, grad_norm: 5.7222 2021-03-14 12:26:03,345 - mmaction - INFO - Epoch [56][760/1253] lr: 7.500e-04, eta: 11:47:57, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6982, top5_acc: 0.8669, loss_cls: 1.2428, loss: 1.2428, grad_norm: 5.5906 2021-03-14 12:26:15,620 - mmaction - INFO - Epoch [56][780/1253] lr: 7.500e-04, eta: 11:47:40, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6940, top5_acc: 0.8792, loss_cls: 1.2349, loss: 1.2349, grad_norm: 5.7772 2021-03-14 12:26:27,850 - mmaction - INFO - Epoch [56][800/1253] lr: 7.500e-04, eta: 11:47:22, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7083, top5_acc: 0.8786, loss_cls: 1.1936, loss: 1.1936, grad_norm: 5.5624 2021-03-14 12:26:40,110 - mmaction - INFO - Epoch [56][820/1253] lr: 7.500e-04, eta: 11:47:04, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7128, top5_acc: 0.8875, loss_cls: 1.1933, loss: 1.1933, grad_norm: 5.5902 2021-03-14 12:26:52,391 - mmaction - INFO - Epoch [56][840/1253] lr: 7.500e-04, eta: 11:46:47, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7049, top5_acc: 0.8773, loss_cls: 1.2228, loss: 1.2228, grad_norm: 5.6469 2021-03-14 12:27:04,617 - mmaction - INFO - Epoch [56][860/1253] lr: 7.500e-04, eta: 11:46:29, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6958, top5_acc: 0.8685, loss_cls: 1.2640, loss: 1.2640, grad_norm: 5.7031 2021-03-14 12:27:16,988 - mmaction - INFO - Epoch [56][880/1253] lr: 7.500e-04, eta: 11:46:11, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8674, loss_cls: 1.2414, loss: 1.2414, grad_norm: 5.6031 2021-03-14 12:27:29,210 - mmaction - INFO - Epoch [56][900/1253] lr: 7.500e-04, eta: 11:45:54, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6922, top5_acc: 0.8674, loss_cls: 1.2538, loss: 1.2538, grad_norm: 5.6988 2021-03-14 12:27:41,516 - mmaction - INFO - Epoch [56][920/1253] lr: 7.500e-04, eta: 11:45:36, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7068, top5_acc: 0.8781, loss_cls: 1.2025, loss: 1.2025, grad_norm: 5.6205 2021-03-14 12:27:53,874 - mmaction - INFO - Epoch [56][940/1253] lr: 7.500e-04, eta: 11:45:18, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.6922, top5_acc: 0.8786, loss_cls: 1.2469, loss: 1.2469, grad_norm: 5.7371 2021-03-14 12:28:06,266 - mmaction - INFO - Epoch [56][960/1253] lr: 7.500e-04, eta: 11:45:01, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.6956, top5_acc: 0.8667, loss_cls: 1.2825, loss: 1.2825, grad_norm: 5.7160 2021-03-14 12:28:18,594 - mmaction - INFO - Epoch [56][980/1253] lr: 7.500e-04, eta: 11:44:43, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6961, top5_acc: 0.8742, loss_cls: 1.2473, loss: 1.2473, grad_norm: 5.6541 2021-03-14 12:28:31,037 - mmaction - INFO - Epoch [56][1000/1253] lr: 7.500e-04, eta: 11:44:26, time: 0.623, data_time: 0.003, memory: 8809, top1_acc: 0.6867, top5_acc: 0.8622, loss_cls: 1.2987, loss: 1.2987, grad_norm: 5.8003 2021-03-14 12:28:43,309 - mmaction - INFO - Epoch [56][1020/1253] lr: 7.500e-04, eta: 11:44:08, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6995, top5_acc: 0.8789, loss_cls: 1.2142, loss: 1.2142, grad_norm: 5.5971 2021-03-14 12:28:55,597 - mmaction - INFO - Epoch [56][1040/1253] lr: 7.500e-04, eta: 11:43:51, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6888, top5_acc: 0.8701, loss_cls: 1.2673, loss: 1.2673, grad_norm: 5.7372 2021-03-14 12:29:07,918 - mmaction - INFO - Epoch [56][1060/1253] lr: 7.500e-04, eta: 11:43:33, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6935, top5_acc: 0.8714, loss_cls: 1.2648, loss: 1.2648, grad_norm: 5.7322 2021-03-14 12:29:20,124 - mmaction - INFO - Epoch [56][1080/1253] lr: 7.500e-04, eta: 11:43:15, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6961, top5_acc: 0.8682, loss_cls: 1.2541, loss: 1.2541, grad_norm: 5.7136 2021-03-14 12:29:32,390 - mmaction - INFO - Epoch [56][1100/1253] lr: 7.500e-04, eta: 11:42:58, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6857, top5_acc: 0.8742, loss_cls: 1.2451, loss: 1.2451, grad_norm: 5.6161 2021-03-14 12:29:44,569 - mmaction - INFO - Epoch [56][1120/1253] lr: 7.500e-04, eta: 11:42:40, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6872, top5_acc: 0.8654, loss_cls: 1.2678, loss: 1.2678, grad_norm: 5.7645 2021-03-14 12:29:56,840 - mmaction - INFO - Epoch [56][1140/1253] lr: 7.500e-04, eta: 11:42:22, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.6966, top5_acc: 0.8695, loss_cls: 1.2583, loss: 1.2583, grad_norm: 5.6638 2021-03-14 12:30:09,041 - mmaction - INFO - Epoch [56][1160/1253] lr: 7.500e-04, eta: 11:42:05, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6966, top5_acc: 0.8661, loss_cls: 1.2582, loss: 1.2582, grad_norm: 5.6782 2021-03-14 12:30:21,355 - mmaction - INFO - Epoch [56][1180/1253] lr: 7.500e-04, eta: 11:41:47, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6964, top5_acc: 0.8708, loss_cls: 1.2309, loss: 1.2309, grad_norm: 5.6747 2021-03-14 12:30:33,613 - mmaction - INFO - Epoch [56][1200/1253] lr: 7.500e-04, eta: 11:41:30, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6984, top5_acc: 0.8716, loss_cls: 1.2467, loss: 1.2467, grad_norm: 5.6790 2021-03-14 12:30:45,839 - mmaction - INFO - Epoch [56][1220/1253] lr: 7.500e-04, eta: 11:41:12, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6951, top5_acc: 0.8779, loss_cls: 1.2301, loss: 1.2301, grad_norm: 5.7591 2021-03-14 12:30:58,010 - mmaction - INFO - Epoch [56][1240/1253] lr: 7.500e-04, eta: 11:40:54, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8763, loss_cls: 1.2048, loss: 1.2048, grad_norm: 5.6190 2021-03-14 12:34:34,117 - mmaction - INFO - Epoch [57][20/1253] lr: 7.500e-04, eta: 11:42:51, time: 10.323, data_time: 9.707, memory: 8809, top1_acc: 0.6984, top5_acc: 0.8630, loss_cls: 1.2302, loss: 1.2302, grad_norm: 5.5709 2021-03-14 12:34:46,357 - mmaction - INFO - Epoch [57][40/1253] lr: 7.500e-04, eta: 11:42:34, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6924, top5_acc: 0.8771, loss_cls: 1.2325, loss: 1.2325, grad_norm: 5.6999 2021-03-14 12:34:58,679 - mmaction - INFO - Epoch [57][60/1253] lr: 7.500e-04, eta: 11:42:16, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7013, top5_acc: 0.8802, loss_cls: 1.2324, loss: 1.2324, grad_norm: 5.6678 2021-03-14 12:35:10,910 - mmaction - INFO - Epoch [57][80/1253] lr: 7.500e-04, eta: 11:41:58, time: 0.613, data_time: 0.004, memory: 8809, top1_acc: 0.7076, top5_acc: 0.8836, loss_cls: 1.1791, loss: 1.1791, grad_norm: 5.5089 2021-03-14 12:35:23,232 - mmaction - INFO - Epoch [57][100/1253] lr: 7.500e-04, eta: 11:41:41, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6943, top5_acc: 0.8763, loss_cls: 1.2440, loss: 1.2440, grad_norm: 5.7648 2021-03-14 12:35:35,550 - mmaction - INFO - Epoch [57][120/1253] lr: 7.500e-04, eta: 11:41:23, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.2575, loss: 1.2575, grad_norm: 5.7212 2021-03-14 12:35:47,724 - mmaction - INFO - Epoch [57][140/1253] lr: 7.500e-04, eta: 11:41:05, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7128, top5_acc: 0.8807, loss_cls: 1.2060, loss: 1.2060, grad_norm: 5.5874 2021-03-14 12:35:59,985 - mmaction - INFO - Epoch [57][160/1253] lr: 7.500e-04, eta: 11:40:48, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6951, top5_acc: 0.8690, loss_cls: 1.2309, loss: 1.2309, grad_norm: 5.6164 2021-03-14 12:36:12,236 - mmaction - INFO - Epoch [57][180/1253] lr: 7.500e-04, eta: 11:40:30, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6956, top5_acc: 0.8716, loss_cls: 1.2498, loss: 1.2498, grad_norm: 5.7211 2021-03-14 12:36:24,433 - mmaction - INFO - Epoch [57][200/1253] lr: 7.500e-04, eta: 11:40:12, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6979, top5_acc: 0.8737, loss_cls: 1.2249, loss: 1.2249, grad_norm: 5.6285 2021-03-14 12:36:36,754 - mmaction - INFO - Epoch [57][220/1253] lr: 7.500e-04, eta: 11:39:55, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7047, top5_acc: 0.8852, loss_cls: 1.1823, loss: 1.1823, grad_norm: 5.5013 2021-03-14 12:36:49,231 - mmaction - INFO - Epoch [57][240/1253] lr: 7.500e-04, eta: 11:39:37, time: 0.624, data_time: 0.002, memory: 8809, top1_acc: 0.7034, top5_acc: 0.8805, loss_cls: 1.2074, loss: 1.2074, grad_norm: 5.6232 2021-03-14 12:37:01,610 - mmaction - INFO - Epoch [57][260/1253] lr: 7.500e-04, eta: 11:39:20, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6992, top5_acc: 0.8747, loss_cls: 1.2440, loss: 1.2440, grad_norm: 5.7628 2021-03-14 12:37:14,030 - mmaction - INFO - Epoch [57][280/1253] lr: 7.500e-04, eta: 11:39:02, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2513, loss: 1.2513, grad_norm: 5.7322 2021-03-14 12:37:26,306 - mmaction - INFO - Epoch [57][300/1253] lr: 7.500e-04, eta: 11:38:44, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6883, top5_acc: 0.8732, loss_cls: 1.2600, loss: 1.2600, grad_norm: 5.7629 2021-03-14 12:37:38,649 - mmaction - INFO - Epoch [57][320/1253] lr: 7.500e-04, eta: 11:38:27, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6961, top5_acc: 0.8732, loss_cls: 1.2438, loss: 1.2438, grad_norm: 5.7533 2021-03-14 12:37:50,957 - mmaction - INFO - Epoch [57][340/1253] lr: 7.500e-04, eta: 11:38:09, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6953, top5_acc: 0.8706, loss_cls: 1.2429, loss: 1.2429, grad_norm: 5.6241 2021-03-14 12:38:03,252 - mmaction - INFO - Epoch [57][360/1253] lr: 7.500e-04, eta: 11:37:52, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6953, top5_acc: 0.8789, loss_cls: 1.2258, loss: 1.2258, grad_norm: 5.7312 2021-03-14 12:38:15,540 - mmaction - INFO - Epoch [57][380/1253] lr: 7.500e-04, eta: 11:37:34, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6990, top5_acc: 0.8779, loss_cls: 1.2479, loss: 1.2479, grad_norm: 5.8488 2021-03-14 12:38:27,902 - mmaction - INFO - Epoch [57][400/1253] lr: 7.500e-04, eta: 11:37:16, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6839, top5_acc: 0.8680, loss_cls: 1.2941, loss: 1.2941, grad_norm: 5.8623 2021-03-14 12:38:40,217 - mmaction - INFO - Epoch [57][420/1253] lr: 7.500e-04, eta: 11:36:59, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6937, top5_acc: 0.8773, loss_cls: 1.2352, loss: 1.2352, grad_norm: 5.7162 2021-03-14 12:38:52,568 - mmaction - INFO - Epoch [57][440/1253] lr: 7.500e-04, eta: 11:36:41, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6859, top5_acc: 0.8651, loss_cls: 1.2859, loss: 1.2859, grad_norm: 5.7450 2021-03-14 12:39:04,889 - mmaction - INFO - Epoch [57][460/1253] lr: 7.500e-04, eta: 11:36:24, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7016, top5_acc: 0.8737, loss_cls: 1.2232, loss: 1.2232, grad_norm: 5.6762 2021-03-14 12:39:17,119 - mmaction - INFO - Epoch [57][480/1253] lr: 7.500e-04, eta: 11:36:06, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6958, top5_acc: 0.8714, loss_cls: 1.2416, loss: 1.2416, grad_norm: 5.6117 2021-03-14 12:39:29,293 - mmaction - INFO - Epoch [57][500/1253] lr: 7.500e-04, eta: 11:35:48, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7008, top5_acc: 0.8768, loss_cls: 1.2148, loss: 1.2148, grad_norm: 5.6183 2021-03-14 12:39:41,564 - mmaction - INFO - Epoch [57][520/1253] lr: 7.500e-04, eta: 11:35:31, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.6964, top5_acc: 0.8745, loss_cls: 1.2486, loss: 1.2486, grad_norm: 5.6403 2021-03-14 12:39:53,786 - mmaction - INFO - Epoch [57][540/1253] lr: 7.500e-04, eta: 11:35:13, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8750, loss_cls: 1.2336, loss: 1.2336, grad_norm: 5.6624 2021-03-14 12:40:05,994 - mmaction - INFO - Epoch [57][560/1253] lr: 7.500e-04, eta: 11:34:55, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6982, top5_acc: 0.8714, loss_cls: 1.2635, loss: 1.2635, grad_norm: 5.7057 2021-03-14 12:40:18,198 - mmaction - INFO - Epoch [57][580/1253] lr: 7.500e-04, eta: 11:34:38, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6891, top5_acc: 0.8747, loss_cls: 1.2689, loss: 1.2689, grad_norm: 5.6749 2021-03-14 12:40:30,550 - mmaction - INFO - Epoch [57][600/1253] lr: 7.500e-04, eta: 11:34:20, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7036, top5_acc: 0.8802, loss_cls: 1.2202, loss: 1.2202, grad_norm: 5.7011 2021-03-14 12:40:42,828 - mmaction - INFO - Epoch [57][620/1253] lr: 7.500e-04, eta: 11:34:03, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.6964, top5_acc: 0.8714, loss_cls: 1.2519, loss: 1.2519, grad_norm: 5.8104 2021-03-14 12:40:55,087 - mmaction - INFO - Epoch [57][640/1253] lr: 7.500e-04, eta: 11:33:45, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7044, top5_acc: 0.8727, loss_cls: 1.2406, loss: 1.2406, grad_norm: 5.7239 2021-03-14 12:41:07,487 - mmaction - INFO - Epoch [57][660/1253] lr: 7.500e-04, eta: 11:33:28, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.6898, top5_acc: 0.8659, loss_cls: 1.2827, loss: 1.2827, grad_norm: 5.8535 2021-03-14 12:41:19,754 - mmaction - INFO - Epoch [57][680/1253] lr: 7.500e-04, eta: 11:33:10, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7143, top5_acc: 0.8794, loss_cls: 1.2102, loss: 1.2102, grad_norm: 5.6567 2021-03-14 12:41:32,125 - mmaction - INFO - Epoch [57][700/1253] lr: 7.500e-04, eta: 11:32:52, time: 0.618, data_time: 0.005, memory: 8809, top1_acc: 0.6904, top5_acc: 0.8716, loss_cls: 1.2862, loss: 1.2862, grad_norm: 5.7011 2021-03-14 12:41:44,507 - mmaction - INFO - Epoch [57][720/1253] lr: 7.500e-04, eta: 11:32:35, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.6995, top5_acc: 0.8719, loss_cls: 1.2422, loss: 1.2422, grad_norm: 5.7613 2021-03-14 12:41:56,833 - mmaction - INFO - Epoch [57][740/1253] lr: 7.500e-04, eta: 11:32:17, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8792, loss_cls: 1.2142, loss: 1.2142, grad_norm: 5.6917 2021-03-14 12:42:09,049 - mmaction - INFO - Epoch [57][760/1253] lr: 7.500e-04, eta: 11:32:00, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6940, top5_acc: 0.8766, loss_cls: 1.2201, loss: 1.2201, grad_norm: 5.7120 2021-03-14 12:42:21,340 - mmaction - INFO - Epoch [57][780/1253] lr: 7.500e-04, eta: 11:31:42, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6990, top5_acc: 0.8750, loss_cls: 1.2473, loss: 1.2473, grad_norm: 5.6508 2021-03-14 12:42:33,594 - mmaction - INFO - Epoch [57][800/1253] lr: 7.500e-04, eta: 11:31:25, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6992, top5_acc: 0.8758, loss_cls: 1.2372, loss: 1.2372, grad_norm: 5.8096 2021-03-14 12:42:45,911 - mmaction - INFO - Epoch [57][820/1253] lr: 7.500e-04, eta: 11:31:07, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7065, top5_acc: 0.8771, loss_cls: 1.2287, loss: 1.2287, grad_norm: 5.6764 2021-03-14 12:42:58,229 - mmaction - INFO - Epoch [57][840/1253] lr: 7.500e-04, eta: 11:30:50, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6828, top5_acc: 0.8669, loss_cls: 1.2974, loss: 1.2974, grad_norm: 5.8267 2021-03-14 12:43:10,559 - mmaction - INFO - Epoch [57][860/1253] lr: 7.500e-04, eta: 11:30:32, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6982, top5_acc: 0.8792, loss_cls: 1.2159, loss: 1.2159, grad_norm: 5.6958 2021-03-14 12:43:22,776 - mmaction - INFO - Epoch [57][880/1253] lr: 7.500e-04, eta: 11:30:15, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6990, top5_acc: 0.8685, loss_cls: 1.2575, loss: 1.2575, grad_norm: 5.7645 2021-03-14 12:43:35,043 - mmaction - INFO - Epoch [57][900/1253] lr: 7.500e-04, eta: 11:29:57, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7169, top5_acc: 0.8810, loss_cls: 1.1794, loss: 1.1794, grad_norm: 5.5817 2021-03-14 12:43:47,230 - mmaction - INFO - Epoch [57][920/1253] lr: 7.500e-04, eta: 11:29:39, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7049, top5_acc: 0.8812, loss_cls: 1.2271, loss: 1.2271, grad_norm: 5.7195 2021-03-14 12:43:59,422 - mmaction - INFO - Epoch [57][940/1253] lr: 7.500e-04, eta: 11:29:22, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6997, top5_acc: 0.8721, loss_cls: 1.2419, loss: 1.2419, grad_norm: 5.6352 2021-03-14 12:44:11,586 - mmaction - INFO - Epoch [57][960/1253] lr: 7.500e-04, eta: 11:29:04, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6948, top5_acc: 0.8693, loss_cls: 1.2725, loss: 1.2725, grad_norm: 5.7832 2021-03-14 12:44:23,881 - mmaction - INFO - Epoch [57][980/1253] lr: 7.500e-04, eta: 11:28:47, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7026, top5_acc: 0.8792, loss_cls: 1.2186, loss: 1.2186, grad_norm: 5.7211 2021-03-14 12:44:36,101 - mmaction - INFO - Epoch [57][1000/1253] lr: 7.500e-04, eta: 11:28:29, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6896, top5_acc: 0.8755, loss_cls: 1.2396, loss: 1.2396, grad_norm: 5.7859 2021-03-14 12:44:48,317 - mmaction - INFO - Epoch [57][1020/1253] lr: 7.500e-04, eta: 11:28:11, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7021, top5_acc: 0.8732, loss_cls: 1.2497, loss: 1.2497, grad_norm: 5.7847 2021-03-14 12:45:00,570 - mmaction - INFO - Epoch [57][1040/1253] lr: 7.500e-04, eta: 11:27:54, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7018, top5_acc: 0.8807, loss_cls: 1.2100, loss: 1.2100, grad_norm: 5.6679 2021-03-14 12:45:12,735 - mmaction - INFO - Epoch [57][1060/1253] lr: 7.500e-04, eta: 11:27:36, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8810, loss_cls: 1.1753, loss: 1.1753, grad_norm: 5.6613 2021-03-14 12:45:24,868 - mmaction - INFO - Epoch [57][1080/1253] lr: 7.500e-04, eta: 11:27:19, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.7138, top5_acc: 0.8839, loss_cls: 1.1834, loss: 1.1834, grad_norm: 5.6310 2021-03-14 12:45:37,156 - mmaction - INFO - Epoch [57][1100/1253] lr: 7.500e-04, eta: 11:27:01, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7081, top5_acc: 0.8729, loss_cls: 1.2378, loss: 1.2378, grad_norm: 5.6411 2021-03-14 12:45:49,331 - mmaction - INFO - Epoch [57][1120/1253] lr: 7.500e-04, eta: 11:26:44, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.6979, top5_acc: 0.8682, loss_cls: 1.2560, loss: 1.2560, grad_norm: 5.7600 2021-03-14 12:46:01,614 - mmaction - INFO - Epoch [57][1140/1253] lr: 7.500e-04, eta: 11:26:26, time: 0.615, data_time: 0.004, memory: 8809, top1_acc: 0.7029, top5_acc: 0.8745, loss_cls: 1.2407, loss: 1.2407, grad_norm: 5.6896 2021-03-14 12:46:13,927 - mmaction - INFO - Epoch [57][1160/1253] lr: 7.500e-04, eta: 11:26:09, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7003, top5_acc: 0.8680, loss_cls: 1.2339, loss: 1.2339, grad_norm: 5.6206 2021-03-14 12:46:26,191 - mmaction - INFO - Epoch [57][1180/1253] lr: 7.500e-04, eta: 11:25:51, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7018, top5_acc: 0.8753, loss_cls: 1.2329, loss: 1.2329, grad_norm: 5.7305 2021-03-14 12:46:38,498 - mmaction - INFO - Epoch [57][1200/1253] lr: 7.500e-04, eta: 11:25:34, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6997, top5_acc: 0.8701, loss_cls: 1.2556, loss: 1.2556, grad_norm: 5.7524 2021-03-14 12:46:50,877 - mmaction - INFO - Epoch [57][1220/1253] lr: 7.500e-04, eta: 11:25:16, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6919, top5_acc: 0.8789, loss_cls: 1.2329, loss: 1.2329, grad_norm: 5.7322 2021-03-14 12:47:03,249 - mmaction - INFO - Epoch [57][1240/1253] lr: 7.500e-04, eta: 11:24:59, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.6880, top5_acc: 0.8641, loss_cls: 1.2888, loss: 1.2888, grad_norm: 5.7462 2021-03-14 12:50:41,973 - mmaction - INFO - Epoch [58][20/1253] lr: 7.500e-04, eta: 11:26:52, time: 10.453, data_time: 9.587, memory: 8809, top1_acc: 0.7049, top5_acc: 0.8766, loss_cls: 1.1961, loss: 1.1961, grad_norm: 5.6387 2021-03-14 12:50:54,162 - mmaction - INFO - Epoch [58][40/1253] lr: 7.500e-04, eta: 11:26:35, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6948, top5_acc: 0.8661, loss_cls: 1.2753, loss: 1.2753, grad_norm: 5.8302 2021-03-14 12:51:06,386 - mmaction - INFO - Epoch [58][60/1253] lr: 7.500e-04, eta: 11:26:17, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6937, top5_acc: 0.8690, loss_cls: 1.2487, loss: 1.2487, grad_norm: 5.7426 2021-03-14 12:51:18,625 - mmaction - INFO - Epoch [58][80/1253] lr: 7.500e-04, eta: 11:25:59, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6945, top5_acc: 0.8805, loss_cls: 1.2443, loss: 1.2443, grad_norm: 5.7630 2021-03-14 12:51:30,825 - mmaction - INFO - Epoch [58][100/1253] lr: 7.500e-04, eta: 11:25:42, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6839, top5_acc: 0.8661, loss_cls: 1.2753, loss: 1.2753, grad_norm: 5.6795 2021-03-14 12:51:43,050 - mmaction - INFO - Epoch [58][120/1253] lr: 7.500e-04, eta: 11:25:24, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7013, top5_acc: 0.8792, loss_cls: 1.2205, loss: 1.2205, grad_norm: 5.6925 2021-03-14 12:51:55,257 - mmaction - INFO - Epoch [58][140/1253] lr: 7.500e-04, eta: 11:25:06, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8753, loss_cls: 1.2311, loss: 1.2311, grad_norm: 5.6865 2021-03-14 12:52:07,452 - mmaction - INFO - Epoch [58][160/1253] lr: 7.500e-04, eta: 11:24:49, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6914, top5_acc: 0.8724, loss_cls: 1.2287, loss: 1.2287, grad_norm: 5.7078 2021-03-14 12:52:19,759 - mmaction - INFO - Epoch [58][180/1253] lr: 7.500e-04, eta: 11:24:31, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7068, top5_acc: 0.8766, loss_cls: 1.2304, loss: 1.2304, grad_norm: 5.6583 2021-03-14 12:52:32,017 - mmaction - INFO - Epoch [58][200/1253] lr: 7.500e-04, eta: 11:24:14, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7055, top5_acc: 0.8724, loss_cls: 1.2232, loss: 1.2232, grad_norm: 5.6671 2021-03-14 12:52:44,248 - mmaction - INFO - Epoch [58][220/1253] lr: 7.500e-04, eta: 11:23:56, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6982, top5_acc: 0.8740, loss_cls: 1.2417, loss: 1.2417, grad_norm: 5.7926 2021-03-14 12:52:56,406 - mmaction - INFO - Epoch [58][240/1253] lr: 7.500e-04, eta: 11:23:38, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6974, top5_acc: 0.8729, loss_cls: 1.2571, loss: 1.2571, grad_norm: 5.7934 2021-03-14 12:53:08,621 - mmaction - INFO - Epoch [58][260/1253] lr: 7.500e-04, eta: 11:23:21, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7083, top5_acc: 0.8818, loss_cls: 1.1994, loss: 1.1994, grad_norm: 5.5908 2021-03-14 12:53:20,835 - mmaction - INFO - Epoch [58][280/1253] lr: 7.500e-04, eta: 11:23:03, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6958, top5_acc: 0.8750, loss_cls: 1.2226, loss: 1.2226, grad_norm: 5.6057 2021-03-14 12:53:33,121 - mmaction - INFO - Epoch [58][300/1253] lr: 7.500e-04, eta: 11:22:46, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6909, top5_acc: 0.8716, loss_cls: 1.2806, loss: 1.2806, grad_norm: 5.7889 2021-03-14 12:53:45,358 - mmaction - INFO - Epoch [58][320/1253] lr: 7.500e-04, eta: 11:22:28, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6893, top5_acc: 0.8703, loss_cls: 1.2606, loss: 1.2606, grad_norm: 5.7798 2021-03-14 12:53:57,691 - mmaction - INFO - Epoch [58][340/1253] lr: 7.500e-04, eta: 11:22:11, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.6992, top5_acc: 0.8745, loss_cls: 1.2261, loss: 1.2261, grad_norm: 5.8066 2021-03-14 12:54:09,994 - mmaction - INFO - Epoch [58][360/1253] lr: 7.500e-04, eta: 11:21:53, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7047, top5_acc: 0.8656, loss_cls: 1.2363, loss: 1.2363, grad_norm: 5.6545 2021-03-14 12:54:22,214 - mmaction - INFO - Epoch [58][380/1253] lr: 7.500e-04, eta: 11:21:36, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6992, top5_acc: 0.8669, loss_cls: 1.2486, loss: 1.2486, grad_norm: 5.6807 2021-03-14 12:54:34,526 - mmaction - INFO - Epoch [58][400/1253] lr: 7.500e-04, eta: 11:21:18, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7021, top5_acc: 0.8729, loss_cls: 1.2375, loss: 1.2375, grad_norm: 5.5770 2021-03-14 12:54:46,841 - mmaction - INFO - Epoch [58][420/1253] lr: 7.500e-04, eta: 11:21:01, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6984, top5_acc: 0.8701, loss_cls: 1.2555, loss: 1.2555, grad_norm: 5.8493 2021-03-14 12:54:59,186 - mmaction - INFO - Epoch [58][440/1253] lr: 7.500e-04, eta: 11:20:43, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6937, top5_acc: 0.8768, loss_cls: 1.2356, loss: 1.2356, grad_norm: 5.7628 2021-03-14 12:55:11,427 - mmaction - INFO - Epoch [58][460/1253] lr: 7.500e-04, eta: 11:20:26, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6909, top5_acc: 0.8667, loss_cls: 1.2736, loss: 1.2736, grad_norm: 5.7820 2021-03-14 12:55:23,860 - mmaction - INFO - Epoch [58][480/1253] lr: 7.500e-04, eta: 11:20:08, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8794, loss_cls: 1.2045, loss: 1.2045, grad_norm: 5.7764 2021-03-14 12:55:36,201 - mmaction - INFO - Epoch [58][500/1253] lr: 7.500e-04, eta: 11:19:51, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8807, loss_cls: 1.2244, loss: 1.2244, grad_norm: 5.6789 2021-03-14 12:55:48,468 - mmaction - INFO - Epoch [58][520/1253] lr: 7.500e-04, eta: 11:19:33, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7003, top5_acc: 0.8771, loss_cls: 1.2023, loss: 1.2023, grad_norm: 5.6931 2021-03-14 12:56:00,805 - mmaction - INFO - Epoch [58][540/1253] lr: 7.500e-04, eta: 11:19:16, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.6948, top5_acc: 0.8737, loss_cls: 1.2352, loss: 1.2352, grad_norm: 5.7384 2021-03-14 12:56:13,297 - mmaction - INFO - Epoch [58][560/1253] lr: 7.500e-04, eta: 11:18:58, time: 0.624, data_time: 0.002, memory: 8809, top1_acc: 0.6997, top5_acc: 0.8771, loss_cls: 1.2186, loss: 1.2186, grad_norm: 5.7260 2021-03-14 12:56:25,666 - mmaction - INFO - Epoch [58][580/1253] lr: 7.500e-04, eta: 11:18:41, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.6940, top5_acc: 0.8781, loss_cls: 1.2199, loss: 1.2199, grad_norm: 5.6886 2021-03-14 12:56:38,020 - mmaction - INFO - Epoch [58][600/1253] lr: 7.500e-04, eta: 11:18:23, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6945, top5_acc: 0.8690, loss_cls: 1.2493, loss: 1.2493, grad_norm: 5.7455 2021-03-14 12:56:50,397 - mmaction - INFO - Epoch [58][620/1253] lr: 7.500e-04, eta: 11:18:06, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6974, top5_acc: 0.8753, loss_cls: 1.2362, loss: 1.2362, grad_norm: 5.6744 2021-03-14 12:57:02,770 - mmaction - INFO - Epoch [58][640/1253] lr: 7.500e-04, eta: 11:17:49, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.6901, top5_acc: 0.8792, loss_cls: 1.2220, loss: 1.2220, grad_norm: 5.6924 2021-03-14 12:57:14,959 - mmaction - INFO - Epoch [58][660/1253] lr: 7.500e-04, eta: 11:17:31, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7086, top5_acc: 0.8833, loss_cls: 1.1832, loss: 1.1832, grad_norm: 5.6272 2021-03-14 12:57:27,139 - mmaction - INFO - Epoch [58][680/1253] lr: 7.500e-04, eta: 11:17:13, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6964, top5_acc: 0.8747, loss_cls: 1.2404, loss: 1.2404, grad_norm: 5.8068 2021-03-14 12:57:39,382 - mmaction - INFO - Epoch [58][700/1253] lr: 7.500e-04, eta: 11:16:56, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2487, loss: 1.2487, grad_norm: 5.8164 2021-03-14 12:57:51,774 - mmaction - INFO - Epoch [58][720/1253] lr: 7.500e-04, eta: 11:16:39, time: 0.619, data_time: 0.001, memory: 8809, top1_acc: 0.6956, top5_acc: 0.8716, loss_cls: 1.2339, loss: 1.2339, grad_norm: 5.6693 2021-03-14 12:58:04,022 - mmaction - INFO - Epoch [58][740/1253] lr: 7.500e-04, eta: 11:16:21, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6977, top5_acc: 0.8760, loss_cls: 1.2270, loss: 1.2270, grad_norm: 5.8004 2021-03-14 12:58:16,218 - mmaction - INFO - Epoch [58][760/1253] lr: 7.500e-04, eta: 11:16:04, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6956, top5_acc: 0.8677, loss_cls: 1.2516, loss: 1.2516, grad_norm: 5.7939 2021-03-14 12:58:28,549 - mmaction - INFO - Epoch [58][780/1253] lr: 7.500e-04, eta: 11:15:46, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7057, top5_acc: 0.8839, loss_cls: 1.2155, loss: 1.2155, grad_norm: 5.7880 2021-03-14 12:58:40,779 - mmaction - INFO - Epoch [58][800/1253] lr: 7.500e-04, eta: 11:15:29, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7083, top5_acc: 0.8812, loss_cls: 1.1940, loss: 1.1940, grad_norm: 5.6085 2021-03-14 12:58:53,134 - mmaction - INFO - Epoch [58][820/1253] lr: 7.500e-04, eta: 11:15:11, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.6982, top5_acc: 0.8732, loss_cls: 1.2492, loss: 1.2492, grad_norm: 5.7253 2021-03-14 12:59:05,365 - mmaction - INFO - Epoch [58][840/1253] lr: 7.500e-04, eta: 11:14:54, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6964, top5_acc: 0.8760, loss_cls: 1.2409, loss: 1.2409, grad_norm: 5.7857 2021-03-14 12:59:17,574 - mmaction - INFO - Epoch [58][860/1253] lr: 7.500e-04, eta: 11:14:36, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7049, top5_acc: 0.8758, loss_cls: 1.2282, loss: 1.2282, grad_norm: 5.7309 2021-03-14 12:59:29,900 - mmaction - INFO - Epoch [58][880/1253] lr: 7.500e-04, eta: 11:14:19, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7047, top5_acc: 0.8753, loss_cls: 1.2419, loss: 1.2419, grad_norm: 5.7800 2021-03-14 12:59:42,247 - mmaction - INFO - Epoch [58][900/1253] lr: 7.500e-04, eta: 11:14:01, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7174, top5_acc: 0.8812, loss_cls: 1.1782, loss: 1.1782, grad_norm: 5.5864 2021-03-14 12:59:54,453 - mmaction - INFO - Epoch [58][920/1253] lr: 7.500e-04, eta: 11:13:44, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6789, top5_acc: 0.8685, loss_cls: 1.2858, loss: 1.2858, grad_norm: 5.8792 2021-03-14 13:00:06,860 - mmaction - INFO - Epoch [58][940/1253] lr: 7.500e-04, eta: 11:13:26, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7190, top5_acc: 0.8828, loss_cls: 1.1712, loss: 1.1712, grad_norm: 5.5906 2021-03-14 13:00:19,246 - mmaction - INFO - Epoch [58][960/1253] lr: 7.500e-04, eta: 11:13:09, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6893, top5_acc: 0.8708, loss_cls: 1.2634, loss: 1.2634, grad_norm: 5.8057 2021-03-14 13:00:31,501 - mmaction - INFO - Epoch [58][980/1253] lr: 7.500e-04, eta: 11:12:52, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6979, top5_acc: 0.8805, loss_cls: 1.2308, loss: 1.2308, grad_norm: 5.7787 2021-03-14 13:00:43,794 - mmaction - INFO - Epoch [58][1000/1253] lr: 7.500e-04, eta: 11:12:34, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7036, top5_acc: 0.8688, loss_cls: 1.2457, loss: 1.2457, grad_norm: 5.6795 2021-03-14 13:00:55,971 - mmaction - INFO - Epoch [58][1020/1253] lr: 7.500e-04, eta: 11:12:17, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7003, top5_acc: 0.8711, loss_cls: 1.2245, loss: 1.2245, grad_norm: 5.6455 2021-03-14 13:01:08,106 - mmaction - INFO - Epoch [58][1040/1253] lr: 7.500e-04, eta: 11:11:59, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.7000, top5_acc: 0.8789, loss_cls: 1.2049, loss: 1.2049, grad_norm: 5.7301 2021-03-14 13:01:20,403 - mmaction - INFO - Epoch [58][1060/1253] lr: 7.500e-04, eta: 11:11:42, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6964, top5_acc: 0.8703, loss_cls: 1.2354, loss: 1.2354, grad_norm: 5.8238 2021-03-14 13:01:32,749 - mmaction - INFO - Epoch [58][1080/1253] lr: 7.500e-04, eta: 11:11:24, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7065, top5_acc: 0.8784, loss_cls: 1.2246, loss: 1.2246, grad_norm: 5.6593 2021-03-14 13:01:45,016 - mmaction - INFO - Epoch [58][1100/1253] lr: 7.500e-04, eta: 11:11:07, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7039, top5_acc: 0.8776, loss_cls: 1.2248, loss: 1.2248, grad_norm: 5.6942 2021-03-14 13:01:57,312 - mmaction - INFO - Epoch [58][1120/1253] lr: 7.500e-04, eta: 11:10:49, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8794, loss_cls: 1.2209, loss: 1.2209, grad_norm: 5.7506 2021-03-14 13:02:09,509 - mmaction - INFO - Epoch [58][1140/1253] lr: 7.500e-04, eta: 11:10:32, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7039, top5_acc: 0.8742, loss_cls: 1.1967, loss: 1.1967, grad_norm: 5.6762 2021-03-14 13:02:21,784 - mmaction - INFO - Epoch [58][1160/1253] lr: 7.500e-04, eta: 11:10:15, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7068, top5_acc: 0.8732, loss_cls: 1.2351, loss: 1.2351, grad_norm: 5.6443 2021-03-14 13:02:34,008 - mmaction - INFO - Epoch [58][1180/1253] lr: 7.500e-04, eta: 11:09:57, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6909, top5_acc: 0.8708, loss_cls: 1.2701, loss: 1.2701, grad_norm: 5.7977 2021-03-14 13:02:46,277 - mmaction - INFO - Epoch [58][1200/1253] lr: 7.500e-04, eta: 11:09:40, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8818, loss_cls: 1.1913, loss: 1.1913, grad_norm: 5.6246 2021-03-14 13:02:58,581 - mmaction - INFO - Epoch [58][1220/1253] lr: 7.500e-04, eta: 11:09:22, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6891, top5_acc: 0.8768, loss_cls: 1.2462, loss: 1.2462, grad_norm: 5.8279 2021-03-14 13:03:10,895 - mmaction - INFO - Epoch [58][1240/1253] lr: 7.500e-04, eta: 11:09:05, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7044, top5_acc: 0.8789, loss_cls: 1.2158, loss: 1.2158, grad_norm: 5.6624 2021-03-14 13:06:47,385 - mmaction - INFO - Epoch [59][20/1253] lr: 7.500e-04, eta: 11:10:51, time: 10.339, data_time: 9.706, memory: 8809, top1_acc: 0.6987, top5_acc: 0.8719, loss_cls: 1.2564, loss: 1.2564, grad_norm: 5.8207 2021-03-14 13:06:59,757 - mmaction - INFO - Epoch [59][40/1253] lr: 7.500e-04, eta: 11:10:34, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6990, top5_acc: 0.8688, loss_cls: 1.2514, loss: 1.2514, grad_norm: 5.7884 2021-03-14 13:07:11,993 - mmaction - INFO - Epoch [59][60/1253] lr: 7.500e-04, eta: 11:10:16, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7060, top5_acc: 0.8794, loss_cls: 1.2096, loss: 1.2096, grad_norm: 5.7003 2021-03-14 13:07:24,377 - mmaction - INFO - Epoch [59][80/1253] lr: 7.500e-04, eta: 11:09:59, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7029, top5_acc: 0.8716, loss_cls: 1.2297, loss: 1.2297, grad_norm: 5.6976 2021-03-14 13:07:36,646 - mmaction - INFO - Epoch [59][100/1253] lr: 7.500e-04, eta: 11:09:41, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7026, top5_acc: 0.8758, loss_cls: 1.2369, loss: 1.2369, grad_norm: 5.7688 2021-03-14 13:07:49,051 - mmaction - INFO - Epoch [59][120/1253] lr: 7.500e-04, eta: 11:09:24, time: 0.619, data_time: 0.001, memory: 8809, top1_acc: 0.6964, top5_acc: 0.8729, loss_cls: 1.2627, loss: 1.2627, grad_norm: 5.8015 2021-03-14 13:08:01,335 - mmaction - INFO - Epoch [59][140/1253] lr: 7.500e-04, eta: 11:09:06, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8734, loss_cls: 1.2123, loss: 1.2123, grad_norm: 5.6984 2021-03-14 13:08:13,620 - mmaction - INFO - Epoch [59][160/1253] lr: 7.500e-04, eta: 11:08:49, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7000, top5_acc: 0.8773, loss_cls: 1.2181, loss: 1.2181, grad_norm: 5.7511 2021-03-14 13:08:25,924 - mmaction - INFO - Epoch [59][180/1253] lr: 7.500e-04, eta: 11:08:31, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7013, top5_acc: 0.8799, loss_cls: 1.2035, loss: 1.2035, grad_norm: 5.7917 2021-03-14 13:08:38,310 - mmaction - INFO - Epoch [59][200/1253] lr: 7.500e-04, eta: 11:08:14, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.7076, top5_acc: 0.8727, loss_cls: 1.2120, loss: 1.2120, grad_norm: 5.6008 2021-03-14 13:08:50,614 - mmaction - INFO - Epoch [59][220/1253] lr: 7.500e-04, eta: 11:07:57, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6961, top5_acc: 0.8714, loss_cls: 1.2362, loss: 1.2362, grad_norm: 5.7099 2021-03-14 13:09:02,877 - mmaction - INFO - Epoch [59][240/1253] lr: 7.500e-04, eta: 11:07:39, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6828, top5_acc: 0.8682, loss_cls: 1.2681, loss: 1.2681, grad_norm: 5.8846 2021-03-14 13:09:15,139 - mmaction - INFO - Epoch [59][260/1253] lr: 7.500e-04, eta: 11:07:22, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6781, top5_acc: 0.8758, loss_cls: 1.2640, loss: 1.2640, grad_norm: 5.9407 2021-03-14 13:09:27,474 - mmaction - INFO - Epoch [59][280/1253] lr: 7.500e-04, eta: 11:07:04, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7013, top5_acc: 0.8695, loss_cls: 1.2344, loss: 1.2344, grad_norm: 5.7348 2021-03-14 13:09:39,726 - mmaction - INFO - Epoch [59][300/1253] lr: 7.500e-04, eta: 11:06:47, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7060, top5_acc: 0.8781, loss_cls: 1.2002, loss: 1.2002, grad_norm: 5.6655 2021-03-14 13:09:52,112 - mmaction - INFO - Epoch [59][320/1253] lr: 7.500e-04, eta: 11:06:29, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.6961, top5_acc: 0.8693, loss_cls: 1.2467, loss: 1.2467, grad_norm: 5.7428 2021-03-14 13:10:04,411 - mmaction - INFO - Epoch [59][340/1253] lr: 7.500e-04, eta: 11:06:12, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6992, top5_acc: 0.8776, loss_cls: 1.2210, loss: 1.2210, grad_norm: 5.7749 2021-03-14 13:10:16,674 - mmaction - INFO - Epoch [59][360/1253] lr: 7.500e-04, eta: 11:05:55, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6935, top5_acc: 0.8766, loss_cls: 1.2521, loss: 1.2521, grad_norm: 5.8283 2021-03-14 13:10:29,121 - mmaction - INFO - Epoch [59][380/1253] lr: 7.500e-04, eta: 11:05:37, time: 0.622, data_time: 0.003, memory: 8809, top1_acc: 0.7000, top5_acc: 0.8659, loss_cls: 1.2585, loss: 1.2585, grad_norm: 5.8212 2021-03-14 13:10:41,401 - mmaction - INFO - Epoch [59][400/1253] lr: 7.500e-04, eta: 11:05:20, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7070, top5_acc: 0.8807, loss_cls: 1.1735, loss: 1.1735, grad_norm: 5.5715 2021-03-14 13:10:53,645 - mmaction - INFO - Epoch [59][420/1253] lr: 7.500e-04, eta: 11:05:02, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7000, top5_acc: 0.8805, loss_cls: 1.2039, loss: 1.2039, grad_norm: 5.7411 2021-03-14 13:11:06,088 - mmaction - INFO - Epoch [59][440/1253] lr: 7.500e-04, eta: 11:04:45, time: 0.622, data_time: 0.003, memory: 8809, top1_acc: 0.6951, top5_acc: 0.8688, loss_cls: 1.2715, loss: 1.2715, grad_norm: 5.8168 2021-03-14 13:11:18,476 - mmaction - INFO - Epoch [59][460/1253] lr: 7.500e-04, eta: 11:04:28, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.6846, top5_acc: 0.8721, loss_cls: 1.2654, loss: 1.2654, grad_norm: 5.8661 2021-03-14 13:11:30,766 - mmaction - INFO - Epoch [59][480/1253] lr: 7.500e-04, eta: 11:04:10, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6807, top5_acc: 0.8659, loss_cls: 1.2949, loss: 1.2949, grad_norm: 5.9772 2021-03-14 13:11:43,036 - mmaction - INFO - Epoch [59][500/1253] lr: 7.500e-04, eta: 11:03:53, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7078, top5_acc: 0.8669, loss_cls: 1.2295, loss: 1.2295, grad_norm: 5.6242 2021-03-14 13:11:55,336 - mmaction - INFO - Epoch [59][520/1253] lr: 7.500e-04, eta: 11:03:35, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6977, top5_acc: 0.8688, loss_cls: 1.2483, loss: 1.2483, grad_norm: 5.7685 2021-03-14 13:12:07,633 - mmaction - INFO - Epoch [59][540/1253] lr: 7.500e-04, eta: 11:03:18, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6956, top5_acc: 0.8685, loss_cls: 1.2595, loss: 1.2595, grad_norm: 5.7950 2021-03-14 13:12:19,787 - mmaction - INFO - Epoch [59][560/1253] lr: 7.500e-04, eta: 11:03:01, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6872, top5_acc: 0.8654, loss_cls: 1.3009, loss: 1.3009, grad_norm: 5.8427 2021-03-14 13:12:32,100 - mmaction - INFO - Epoch [59][580/1253] lr: 7.500e-04, eta: 11:02:43, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7068, top5_acc: 0.8719, loss_cls: 1.2199, loss: 1.2199, grad_norm: 5.6862 2021-03-14 13:12:44,365 - mmaction - INFO - Epoch [59][600/1253] lr: 7.500e-04, eta: 11:02:26, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.6948, top5_acc: 0.8721, loss_cls: 1.2606, loss: 1.2606, grad_norm: 5.7810 2021-03-14 13:12:56,633 - mmaction - INFO - Epoch [59][620/1253] lr: 7.500e-04, eta: 11:02:08, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6911, top5_acc: 0.8688, loss_cls: 1.2533, loss: 1.2533, grad_norm: 5.7432 2021-03-14 13:13:09,003 - mmaction - INFO - Epoch [59][640/1253] lr: 7.500e-04, eta: 11:01:51, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6992, top5_acc: 0.8729, loss_cls: 1.2457, loss: 1.2457, grad_norm: 5.8166 2021-03-14 13:13:21,336 - mmaction - INFO - Epoch [59][660/1253] lr: 7.500e-04, eta: 11:01:34, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6997, top5_acc: 0.8815, loss_cls: 1.2230, loss: 1.2230, grad_norm: 5.8209 2021-03-14 13:13:33,649 - mmaction - INFO - Epoch [59][680/1253] lr: 7.500e-04, eta: 11:01:16, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8695, loss_cls: 1.2436, loss: 1.2436, grad_norm: 5.7854 2021-03-14 13:13:45,834 - mmaction - INFO - Epoch [59][700/1253] lr: 7.500e-04, eta: 11:00:59, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.6987, top5_acc: 0.8690, loss_cls: 1.2178, loss: 1.2178, grad_norm: 5.7674 2021-03-14 13:13:58,147 - mmaction - INFO - Epoch [59][720/1253] lr: 7.500e-04, eta: 11:00:41, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7109, top5_acc: 0.8792, loss_cls: 1.1989, loss: 1.1989, grad_norm: 5.6486 2021-03-14 13:14:10,390 - mmaction - INFO - Epoch [59][740/1253] lr: 7.500e-04, eta: 11:00:24, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6953, top5_acc: 0.8641, loss_cls: 1.2552, loss: 1.2552, grad_norm: 5.8657 2021-03-14 13:14:22,603 - mmaction - INFO - Epoch [59][760/1253] lr: 7.500e-04, eta: 11:00:07, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8786, loss_cls: 1.2093, loss: 1.2093, grad_norm: 5.7604 2021-03-14 13:14:34,971 - mmaction - INFO - Epoch [59][780/1253] lr: 7.500e-04, eta: 10:59:49, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6995, top5_acc: 0.8789, loss_cls: 1.2406, loss: 1.2406, grad_norm: 5.7451 2021-03-14 13:14:47,257 - mmaction - INFO - Epoch [59][800/1253] lr: 7.500e-04, eta: 10:59:32, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7133, top5_acc: 0.8810, loss_cls: 1.1899, loss: 1.1899, grad_norm: 5.6724 2021-03-14 13:14:59,675 - mmaction - INFO - Epoch [59][820/1253] lr: 7.500e-04, eta: 10:59:15, time: 0.621, data_time: 0.003, memory: 8809, top1_acc: 0.6893, top5_acc: 0.8680, loss_cls: 1.2668, loss: 1.2668, grad_norm: 5.7493 2021-03-14 13:15:12,006 - mmaction - INFO - Epoch [59][840/1253] lr: 7.500e-04, eta: 10:58:57, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7169, top5_acc: 0.8789, loss_cls: 1.1965, loss: 1.1965, grad_norm: 5.6761 2021-03-14 13:15:24,265 - mmaction - INFO - Epoch [59][860/1253] lr: 7.500e-04, eta: 10:58:40, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8799, loss_cls: 1.2152, loss: 1.2152, grad_norm: 5.7266 2021-03-14 13:15:36,523 - mmaction - INFO - Epoch [59][880/1253] lr: 7.500e-04, eta: 10:58:22, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6974, top5_acc: 0.8716, loss_cls: 1.2333, loss: 1.2333, grad_norm: 5.7491 2021-03-14 13:15:48,915 - mmaction - INFO - Epoch [59][900/1253] lr: 7.500e-04, eta: 10:58:05, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6919, top5_acc: 0.8654, loss_cls: 1.2671, loss: 1.2671, grad_norm: 5.8630 2021-03-14 13:16:01,120 - mmaction - INFO - Epoch [59][920/1253] lr: 7.500e-04, eta: 10:57:48, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8773, loss_cls: 1.2270, loss: 1.2270, grad_norm: 5.6679 2021-03-14 13:16:13,365 - mmaction - INFO - Epoch [59][940/1253] lr: 7.500e-04, eta: 10:57:30, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7148, top5_acc: 0.8805, loss_cls: 1.2084, loss: 1.2084, grad_norm: 5.7053 2021-03-14 13:16:25,638 - mmaction - INFO - Epoch [59][960/1253] lr: 7.500e-04, eta: 10:57:13, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7174, top5_acc: 0.8807, loss_cls: 1.1705, loss: 1.1705, grad_norm: 5.6194 2021-03-14 13:16:37,919 - mmaction - INFO - Epoch [59][980/1253] lr: 7.500e-04, eta: 10:56:56, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7068, top5_acc: 0.8688, loss_cls: 1.2401, loss: 1.2401, grad_norm: 5.9022 2021-03-14 13:16:50,281 - mmaction - INFO - Epoch [59][1000/1253] lr: 7.500e-04, eta: 10:56:38, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.6940, top5_acc: 0.8714, loss_cls: 1.2339, loss: 1.2339, grad_norm: 5.7170 2021-03-14 13:17:02,638 - mmaction - INFO - Epoch [59][1020/1253] lr: 7.500e-04, eta: 10:56:21, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7031, top5_acc: 0.8810, loss_cls: 1.1798, loss: 1.1798, grad_norm: 5.7333 2021-03-14 13:17:15,016 - mmaction - INFO - Epoch [59][1040/1253] lr: 7.500e-04, eta: 10:56:04, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6990, top5_acc: 0.8737, loss_cls: 1.2566, loss: 1.2566, grad_norm: 5.8400 2021-03-14 13:17:27,449 - mmaction - INFO - Epoch [59][1060/1253] lr: 7.500e-04, eta: 10:55:46, time: 0.622, data_time: 0.002, memory: 8809, top1_acc: 0.7034, top5_acc: 0.8779, loss_cls: 1.2132, loss: 1.2132, grad_norm: 5.7622 2021-03-14 13:17:39,806 - mmaction - INFO - Epoch [59][1080/1253] lr: 7.500e-04, eta: 10:55:29, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7023, top5_acc: 0.8792, loss_cls: 1.2023, loss: 1.2023, grad_norm: 5.7928 2021-03-14 13:17:52,180 - mmaction - INFO - Epoch [59][1100/1253] lr: 7.500e-04, eta: 10:55:12, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.1956, loss: 1.1956, grad_norm: 5.7303 2021-03-14 13:18:04,519 - mmaction - INFO - Epoch [59][1120/1253] lr: 7.500e-04, eta: 10:54:55, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6878, top5_acc: 0.8638, loss_cls: 1.2846, loss: 1.2846, grad_norm: 5.9741 2021-03-14 13:18:16,824 - mmaction - INFO - Epoch [59][1140/1253] lr: 7.500e-04, eta: 10:54:37, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7005, top5_acc: 0.8815, loss_cls: 1.2177, loss: 1.2177, grad_norm: 5.8359 2021-03-14 13:18:29,073 - mmaction - INFO - Epoch [59][1160/1253] lr: 7.500e-04, eta: 10:54:20, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6951, top5_acc: 0.8742, loss_cls: 1.2330, loss: 1.2330, grad_norm: 5.8293 2021-03-14 13:18:41,328 - mmaction - INFO - Epoch [59][1180/1253] lr: 7.500e-04, eta: 10:54:03, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7018, top5_acc: 0.8758, loss_cls: 1.2285, loss: 1.2285, grad_norm: 5.7375 2021-03-14 13:18:53,587 - mmaction - INFO - Epoch [59][1200/1253] lr: 7.500e-04, eta: 10:53:45, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7039, top5_acc: 0.8760, loss_cls: 1.1937, loss: 1.1937, grad_norm: 5.6673 2021-03-14 13:19:05,867 - mmaction - INFO - Epoch [59][1220/1253] lr: 7.500e-04, eta: 10:53:28, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6958, top5_acc: 0.8695, loss_cls: 1.2438, loss: 1.2438, grad_norm: 5.8023 2021-03-14 13:19:18,124 - mmaction - INFO - Epoch [59][1240/1253] lr: 7.500e-04, eta: 10:53:11, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7026, top5_acc: 0.8758, loss_cls: 1.2133, loss: 1.2133, grad_norm: 5.6679 2021-03-14 13:22:55,143 - mmaction - INFO - Epoch [60][20/1253] lr: 7.500e-04, eta: 10:54:52, time: 10.369, data_time: 9.718, memory: 8809, top1_acc: 0.7159, top5_acc: 0.8849, loss_cls: 1.1811, loss: 1.1811, grad_norm: 5.6431 2021-03-14 13:23:07,447 - mmaction - INFO - Epoch [60][40/1253] lr: 7.500e-04, eta: 10:54:35, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7070, top5_acc: 0.8721, loss_cls: 1.2353, loss: 1.2353, grad_norm: 5.7579 2021-03-14 13:23:19,634 - mmaction - INFO - Epoch [60][60/1253] lr: 7.500e-04, eta: 10:54:17, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7057, top5_acc: 0.8846, loss_cls: 1.1985, loss: 1.1985, grad_norm: 5.7109 2021-03-14 13:23:31,839 - mmaction - INFO - Epoch [60][80/1253] lr: 7.500e-04, eta: 10:54:00, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6982, top5_acc: 0.8773, loss_cls: 1.2189, loss: 1.2189, grad_norm: 5.8712 2021-03-14 13:23:44,152 - mmaction - INFO - Epoch [60][100/1253] lr: 7.500e-04, eta: 10:53:42, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6930, top5_acc: 0.8714, loss_cls: 1.2685, loss: 1.2685, grad_norm: 5.8437 2021-03-14 13:23:56,337 - mmaction - INFO - Epoch [60][120/1253] lr: 7.500e-04, eta: 10:53:25, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6982, top5_acc: 0.8792, loss_cls: 1.2195, loss: 1.2195, grad_norm: 5.7782 2021-03-14 13:24:08,492 - mmaction - INFO - Epoch [60][140/1253] lr: 7.500e-04, eta: 10:53:07, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7031, top5_acc: 0.8755, loss_cls: 1.2168, loss: 1.2168, grad_norm: 5.8853 2021-03-14 13:24:20,855 - mmaction - INFO - Epoch [60][160/1253] lr: 7.500e-04, eta: 10:52:50, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.6930, top5_acc: 0.8664, loss_cls: 1.2413, loss: 1.2413, grad_norm: 5.7479 2021-03-14 13:24:33,134 - mmaction - INFO - Epoch [60][180/1253] lr: 7.500e-04, eta: 10:52:33, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7078, top5_acc: 0.8755, loss_cls: 1.2245, loss: 1.2245, grad_norm: 5.7648 2021-03-14 13:24:45,443 - mmaction - INFO - Epoch [60][200/1253] lr: 7.500e-04, eta: 10:52:15, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7000, top5_acc: 0.8737, loss_cls: 1.2327, loss: 1.2327, grad_norm: 5.7697 2021-03-14 13:24:57,753 - mmaction - INFO - Epoch [60][220/1253] lr: 7.500e-04, eta: 10:51:58, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6997, top5_acc: 0.8703, loss_cls: 1.2371, loss: 1.2371, grad_norm: 5.7662 2021-03-14 13:25:10,084 - mmaction - INFO - Epoch [60][240/1253] lr: 7.500e-04, eta: 10:51:41, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6948, top5_acc: 0.8729, loss_cls: 1.2374, loss: 1.2374, grad_norm: 5.7516 2021-03-14 13:25:22,402 - mmaction - INFO - Epoch [60][260/1253] lr: 7.500e-04, eta: 10:51:23, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7039, top5_acc: 0.8742, loss_cls: 1.2316, loss: 1.2316, grad_norm: 5.7584 2021-03-14 13:25:34,711 - mmaction - INFO - Epoch [60][280/1253] lr: 7.500e-04, eta: 10:51:06, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7076, top5_acc: 0.8807, loss_cls: 1.2224, loss: 1.2224, grad_norm: 5.7863 2021-03-14 13:25:46,937 - mmaction - INFO - Epoch [60][300/1253] lr: 7.500e-04, eta: 10:50:49, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8659, loss_cls: 1.2637, loss: 1.2637, grad_norm: 5.8201 2021-03-14 13:25:59,172 - mmaction - INFO - Epoch [60][320/1253] lr: 7.500e-04, eta: 10:50:31, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6953, top5_acc: 0.8729, loss_cls: 1.2330, loss: 1.2330, grad_norm: 5.7851 2021-03-14 13:26:11,461 - mmaction - INFO - Epoch [60][340/1253] lr: 7.500e-04, eta: 10:50:14, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.2077, loss: 1.2077, grad_norm: 5.7871 2021-03-14 13:26:23,801 - mmaction - INFO - Epoch [60][360/1253] lr: 7.500e-04, eta: 10:49:56, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7003, top5_acc: 0.8690, loss_cls: 1.2287, loss: 1.2287, grad_norm: 5.7407 2021-03-14 13:26:36,167 - mmaction - INFO - Epoch [60][380/1253] lr: 7.500e-04, eta: 10:49:39, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6878, top5_acc: 0.8701, loss_cls: 1.2659, loss: 1.2659, grad_norm: 5.9255 2021-03-14 13:26:48,414 - mmaction - INFO - Epoch [60][400/1253] lr: 7.500e-04, eta: 10:49:22, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.2295, loss: 1.2295, grad_norm: 5.7647 2021-03-14 13:27:00,794 - mmaction - INFO - Epoch [60][420/1253] lr: 7.500e-04, eta: 10:49:04, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6917, top5_acc: 0.8737, loss_cls: 1.2450, loss: 1.2450, grad_norm: 5.7535 2021-03-14 13:27:13,074 - mmaction - INFO - Epoch [60][440/1253] lr: 7.500e-04, eta: 10:48:47, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7151, top5_acc: 0.8737, loss_cls: 1.1964, loss: 1.1964, grad_norm: 5.7028 2021-03-14 13:27:25,314 - mmaction - INFO - Epoch [60][460/1253] lr: 7.500e-04, eta: 10:48:30, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8810, loss_cls: 1.1700, loss: 1.1700, grad_norm: 5.5846 2021-03-14 13:27:37,622 - mmaction - INFO - Epoch [60][480/1253] lr: 7.500e-04, eta: 10:48:12, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6964, top5_acc: 0.8745, loss_cls: 1.2257, loss: 1.2257, grad_norm: 5.8500 2021-03-14 13:27:49,962 - mmaction - INFO - Epoch [60][500/1253] lr: 7.500e-04, eta: 10:47:55, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7065, top5_acc: 0.8721, loss_cls: 1.2014, loss: 1.2014, grad_norm: 5.6623 2021-03-14 13:28:02,245 - mmaction - INFO - Epoch [60][520/1253] lr: 7.500e-04, eta: 10:47:38, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7023, top5_acc: 0.8745, loss_cls: 1.2396, loss: 1.2396, grad_norm: 5.7899 2021-03-14 13:28:14,461 - mmaction - INFO - Epoch [60][540/1253] lr: 7.500e-04, eta: 10:47:20, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6927, top5_acc: 0.8729, loss_cls: 1.2523, loss: 1.2523, grad_norm: 5.8472 2021-03-14 13:28:26,701 - mmaction - INFO - Epoch [60][560/1253] lr: 7.500e-04, eta: 10:47:03, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7018, top5_acc: 0.8844, loss_cls: 1.1906, loss: 1.1906, grad_norm: 5.7727 2021-03-14 13:28:39,103 - mmaction - INFO - Epoch [60][580/1253] lr: 7.500e-04, eta: 10:46:46, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7003, top5_acc: 0.8701, loss_cls: 1.2452, loss: 1.2452, grad_norm: 5.7946 2021-03-14 13:28:51,379 - mmaction - INFO - Epoch [60][600/1253] lr: 7.500e-04, eta: 10:46:29, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7044, top5_acc: 0.8727, loss_cls: 1.2320, loss: 1.2320, grad_norm: 5.7443 2021-03-14 13:29:03,653 - mmaction - INFO - Epoch [60][620/1253] lr: 7.500e-04, eta: 10:46:11, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6969, top5_acc: 0.8784, loss_cls: 1.2174, loss: 1.2174, grad_norm: 5.8008 2021-03-14 13:29:15,955 - mmaction - INFO - Epoch [60][640/1253] lr: 7.500e-04, eta: 10:45:54, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6956, top5_acc: 0.8729, loss_cls: 1.2288, loss: 1.2288, grad_norm: 5.7023 2021-03-14 13:29:28,307 - mmaction - INFO - Epoch [60][660/1253] lr: 7.500e-04, eta: 10:45:37, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.7060, top5_acc: 0.8781, loss_cls: 1.1747, loss: 1.1747, grad_norm: 5.6312 2021-03-14 13:29:40,577 - mmaction - INFO - Epoch [60][680/1253] lr: 7.500e-04, eta: 10:45:19, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7036, top5_acc: 0.8792, loss_cls: 1.2106, loss: 1.2106, grad_norm: 5.7055 2021-03-14 13:29:52,824 - mmaction - INFO - Epoch [60][700/1253] lr: 7.500e-04, eta: 10:45:02, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7029, top5_acc: 0.8734, loss_cls: 1.2239, loss: 1.2239, grad_norm: 5.8237 2021-03-14 13:30:05,155 - mmaction - INFO - Epoch [60][720/1253] lr: 7.500e-04, eta: 10:44:45, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8703, loss_cls: 1.2325, loss: 1.2325, grad_norm: 5.7590 2021-03-14 13:30:17,419 - mmaction - INFO - Epoch [60][740/1253] lr: 7.500e-04, eta: 10:44:27, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7073, top5_acc: 0.8852, loss_cls: 1.1886, loss: 1.1886, grad_norm: 5.8078 2021-03-14 13:30:29,766 - mmaction - INFO - Epoch [60][760/1253] lr: 7.500e-04, eta: 10:44:10, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.6948, top5_acc: 0.8719, loss_cls: 1.2532, loss: 1.2532, grad_norm: 5.9053 2021-03-14 13:30:42,090 - mmaction - INFO - Epoch [60][780/1253] lr: 7.500e-04, eta: 10:43:53, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7031, top5_acc: 0.8721, loss_cls: 1.2349, loss: 1.2349, grad_norm: 5.7603 2021-03-14 13:30:54,366 - mmaction - INFO - Epoch [60][800/1253] lr: 7.500e-04, eta: 10:43:36, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6854, top5_acc: 0.8724, loss_cls: 1.2573, loss: 1.2573, grad_norm: 5.8997 2021-03-14 13:31:06,621 - mmaction - INFO - Epoch [60][820/1253] lr: 7.500e-04, eta: 10:43:18, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8750, loss_cls: 1.2345, loss: 1.2345, grad_norm: 5.7753 2021-03-14 13:31:18,869 - mmaction - INFO - Epoch [60][840/1253] lr: 7.500e-04, eta: 10:43:01, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7148, top5_acc: 0.8846, loss_cls: 1.1902, loss: 1.1902, grad_norm: 5.7450 2021-03-14 13:31:31,182 - mmaction - INFO - Epoch [60][860/1253] lr: 7.500e-04, eta: 10:42:44, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7018, top5_acc: 0.8792, loss_cls: 1.2089, loss: 1.2089, grad_norm: 5.7490 2021-03-14 13:31:43,540 - mmaction - INFO - Epoch [60][880/1253] lr: 7.500e-04, eta: 10:42:26, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8768, loss_cls: 1.2178, loss: 1.2178, grad_norm: 5.7929 2021-03-14 13:31:55,837 - mmaction - INFO - Epoch [60][900/1253] lr: 7.500e-04, eta: 10:42:09, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8784, loss_cls: 1.2136, loss: 1.2136, grad_norm: 5.7935 2021-03-14 13:32:08,155 - mmaction - INFO - Epoch [60][920/1253] lr: 7.500e-04, eta: 10:41:52, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6997, top5_acc: 0.8779, loss_cls: 1.2275, loss: 1.2275, grad_norm: 5.8961 2021-03-14 13:32:20,541 - mmaction - INFO - Epoch [60][940/1253] lr: 7.500e-04, eta: 10:41:35, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7023, top5_acc: 0.8771, loss_cls: 1.2211, loss: 1.2211, grad_norm: 5.8404 2021-03-14 13:32:32,769 - mmaction - INFO - Epoch [60][960/1253] lr: 7.500e-04, eta: 10:41:17, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6969, top5_acc: 0.8674, loss_cls: 1.2708, loss: 1.2708, grad_norm: 5.9194 2021-03-14 13:32:44,968 - mmaction - INFO - Epoch [60][980/1253] lr: 7.500e-04, eta: 10:41:00, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6945, top5_acc: 0.8706, loss_cls: 1.2692, loss: 1.2692, grad_norm: 5.9261 2021-03-14 13:32:57,274 - mmaction - INFO - Epoch [60][1000/1253] lr: 7.500e-04, eta: 10:40:43, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.6990, top5_acc: 0.8719, loss_cls: 1.2365, loss: 1.2365, grad_norm: 5.8016 2021-03-14 13:33:09,591 - mmaction - INFO - Epoch [60][1020/1253] lr: 7.500e-04, eta: 10:40:26, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6979, top5_acc: 0.8745, loss_cls: 1.2357, loss: 1.2357, grad_norm: 5.8627 2021-03-14 13:33:21,829 - mmaction - INFO - Epoch [60][1040/1253] lr: 7.500e-04, eta: 10:40:08, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.2193, loss: 1.2193, grad_norm: 5.8121 2021-03-14 13:33:34,092 - mmaction - INFO - Epoch [60][1060/1253] lr: 7.500e-04, eta: 10:39:51, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6945, top5_acc: 0.8680, loss_cls: 1.2820, loss: 1.2820, grad_norm: 5.9919 2021-03-14 13:33:46,332 - mmaction - INFO - Epoch [60][1080/1253] lr: 7.500e-04, eta: 10:39:34, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7065, top5_acc: 0.8839, loss_cls: 1.2031, loss: 1.2031, grad_norm: 5.7967 2021-03-14 13:33:58,577 - mmaction - INFO - Epoch [60][1100/1253] lr: 7.500e-04, eta: 10:39:16, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6919, top5_acc: 0.8745, loss_cls: 1.2507, loss: 1.2507, grad_norm: 6.0187 2021-03-14 13:34:10,800 - mmaction - INFO - Epoch [60][1120/1253] lr: 7.500e-04, eta: 10:38:59, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7026, top5_acc: 0.8698, loss_cls: 1.2461, loss: 1.2461, grad_norm: 5.7847 2021-03-14 13:34:23,081 - mmaction - INFO - Epoch [60][1140/1253] lr: 7.500e-04, eta: 10:38:42, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7047, top5_acc: 0.8750, loss_cls: 1.2053, loss: 1.2053, grad_norm: 5.7755 2021-03-14 13:34:35,295 - mmaction - INFO - Epoch [60][1160/1253] lr: 7.500e-04, eta: 10:38:25, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6940, top5_acc: 0.8628, loss_cls: 1.2916, loss: 1.2916, grad_norm: 5.8993 2021-03-14 13:34:47,570 - mmaction - INFO - Epoch [60][1180/1253] lr: 7.500e-04, eta: 10:38:07, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7039, top5_acc: 0.8802, loss_cls: 1.2089, loss: 1.2089, grad_norm: 5.8237 2021-03-14 13:34:59,834 - mmaction - INFO - Epoch [60][1200/1253] lr: 7.500e-04, eta: 10:37:50, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6974, top5_acc: 0.8763, loss_cls: 1.2498, loss: 1.2498, grad_norm: 5.8412 2021-03-14 13:35:12,112 - mmaction - INFO - Epoch [60][1220/1253] lr: 7.500e-04, eta: 10:37:33, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6888, top5_acc: 0.8682, loss_cls: 1.2731, loss: 1.2731, grad_norm: 5.9182 2021-03-14 13:35:24,380 - mmaction - INFO - Epoch [60][1240/1253] lr: 7.500e-04, eta: 10:37:16, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8758, loss_cls: 1.2194, loss: 1.2194, grad_norm: 5.8024 2021-03-14 13:35:33,912 - mmaction - INFO - Saving checkpoint at 60 epochs 2021-03-14 13:39:05,280 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-03-14 13:39:06,257 - mmaction - INFO - top1_acc 0.6965 top5_acc 0.8881 2021-03-14 13:39:06,257 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-03-14 13:39:06,297 - mmaction - INFO - mean_acc 0.6964 2021-03-14 13:39:06,902 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_60.pth. 2021-03-14 13:39:06,903 - mmaction - INFO - Best top1_acc is 0.6965 at 60 epoch. 2021-03-14 13:39:06,911 - mmaction - INFO - Epoch(val) [60][1253] top1_acc: 0.6965, top5_acc: 0.8881, mean_class_accuracy: 0.6964 2021-03-14 13:42:30,132 - mmaction - INFO - Epoch [61][20/1253] lr: 7.500e-04, eta: 10:38:49, time: 10.160, data_time: 9.481, memory: 8809, top1_acc: 0.6951, top5_acc: 0.8685, loss_cls: 1.2368, loss: 1.2368, grad_norm: 5.7853 2021-03-14 13:42:42,376 - mmaction - INFO - Epoch [61][40/1253] lr: 7.500e-04, eta: 10:38:32, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7026, top5_acc: 0.8794, loss_cls: 1.1977, loss: 1.1977, grad_norm: 5.7270 2021-03-14 13:42:54,624 - mmaction - INFO - Epoch [61][60/1253] lr: 7.500e-04, eta: 10:38:14, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7049, top5_acc: 0.8818, loss_cls: 1.2023, loss: 1.2023, grad_norm: 5.7231 2021-03-14 13:43:06,934 - mmaction - INFO - Epoch [61][80/1253] lr: 7.500e-04, eta: 10:37:57, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7078, top5_acc: 0.8833, loss_cls: 1.1942, loss: 1.1942, grad_norm: 5.7224 2021-03-14 13:43:19,122 - mmaction - INFO - Epoch [61][100/1253] lr: 7.500e-04, eta: 10:37:40, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.7023, top5_acc: 0.8734, loss_cls: 1.2374, loss: 1.2374, grad_norm: 5.8505 2021-03-14 13:43:31,426 - mmaction - INFO - Epoch [61][120/1253] lr: 7.500e-04, eta: 10:37:22, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7141, top5_acc: 0.8810, loss_cls: 1.1825, loss: 1.1825, grad_norm: 5.7132 2021-03-14 13:43:43,702 - mmaction - INFO - Epoch [61][140/1253] lr: 7.500e-04, eta: 10:37:05, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6979, top5_acc: 0.8773, loss_cls: 1.2448, loss: 1.2448, grad_norm: 5.8593 2021-03-14 13:43:55,934 - mmaction - INFO - Epoch [61][160/1253] lr: 7.500e-04, eta: 10:36:48, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7195, top5_acc: 0.8812, loss_cls: 1.1628, loss: 1.1628, grad_norm: 5.6317 2021-03-14 13:44:08,234 - mmaction - INFO - Epoch [61][180/1253] lr: 7.500e-04, eta: 10:36:31, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7091, top5_acc: 0.8732, loss_cls: 1.1969, loss: 1.1969, grad_norm: 5.7632 2021-03-14 13:44:20,540 - mmaction - INFO - Epoch [61][200/1253] lr: 7.500e-04, eta: 10:36:13, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7089, top5_acc: 0.8763, loss_cls: 1.2077, loss: 1.2077, grad_norm: 5.7830 2021-03-14 13:44:32,763 - mmaction - INFO - Epoch [61][220/1253] lr: 7.500e-04, eta: 10:35:56, time: 0.612, data_time: 0.004, memory: 8809, top1_acc: 0.7003, top5_acc: 0.8740, loss_cls: 1.2294, loss: 1.2294, grad_norm: 5.8477 2021-03-14 13:44:45,023 - mmaction - INFO - Epoch [61][240/1253] lr: 7.500e-04, eta: 10:35:39, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7000, top5_acc: 0.8773, loss_cls: 1.2397, loss: 1.2397, grad_norm: 5.8166 2021-03-14 13:44:57,359 - mmaction - INFO - Epoch [61][260/1253] lr: 7.500e-04, eta: 10:35:21, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7055, top5_acc: 0.8784, loss_cls: 1.1969, loss: 1.1969, grad_norm: 5.7759 2021-03-14 13:45:09,742 - mmaction - INFO - Epoch [61][280/1253] lr: 7.500e-04, eta: 10:35:04, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.7055, top5_acc: 0.8820, loss_cls: 1.1821, loss: 1.1821, grad_norm: 5.7362 2021-03-14 13:45:21,980 - mmaction - INFO - Epoch [61][300/1253] lr: 7.500e-04, eta: 10:34:47, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7068, top5_acc: 0.8833, loss_cls: 1.1964, loss: 1.1964, grad_norm: 5.7752 2021-03-14 13:45:34,219 - mmaction - INFO - Epoch [61][320/1253] lr: 7.500e-04, eta: 10:34:30, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7112, top5_acc: 0.8802, loss_cls: 1.1955, loss: 1.1955, grad_norm: 5.6423 2021-03-14 13:45:46,507 - mmaction - INFO - Epoch [61][340/1253] lr: 7.500e-04, eta: 10:34:12, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7146, top5_acc: 0.8805, loss_cls: 1.1918, loss: 1.1918, grad_norm: 5.7326 2021-03-14 13:45:58,775 - mmaction - INFO - Epoch [61][360/1253] lr: 7.500e-04, eta: 10:33:55, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6971, top5_acc: 0.8716, loss_cls: 1.2438, loss: 1.2438, grad_norm: 5.8912 2021-03-14 13:46:11,121 - mmaction - INFO - Epoch [61][380/1253] lr: 7.500e-04, eta: 10:33:38, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7091, top5_acc: 0.8826, loss_cls: 1.1936, loss: 1.1936, grad_norm: 5.7375 2021-03-14 13:46:23,420 - mmaction - INFO - Epoch [61][400/1253] lr: 7.500e-04, eta: 10:33:21, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7003, top5_acc: 0.8677, loss_cls: 1.2452, loss: 1.2452, grad_norm: 5.9217 2021-03-14 13:46:35,800 - mmaction - INFO - Epoch [61][420/1253] lr: 7.500e-04, eta: 10:33:03, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.6945, top5_acc: 0.8794, loss_cls: 1.2130, loss: 1.2130, grad_norm: 5.8076 2021-03-14 13:46:47,938 - mmaction - INFO - Epoch [61][440/1253] lr: 7.500e-04, eta: 10:32:46, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.6852, top5_acc: 0.8706, loss_cls: 1.2547, loss: 1.2547, grad_norm: 5.8803 2021-03-14 13:47:00,255 - mmaction - INFO - Epoch [61][460/1253] lr: 7.500e-04, eta: 10:32:29, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.2073, loss: 1.2073, grad_norm: 5.7368 2021-03-14 13:47:12,496 - mmaction - INFO - Epoch [61][480/1253] lr: 7.500e-04, eta: 10:32:11, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7049, top5_acc: 0.8740, loss_cls: 1.2157, loss: 1.2157, grad_norm: 5.7885 2021-03-14 13:47:24,779 - mmaction - INFO - Epoch [61][500/1253] lr: 7.500e-04, eta: 10:31:54, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7164, top5_acc: 0.8789, loss_cls: 1.2011, loss: 1.2011, grad_norm: 5.7861 2021-03-14 13:47:37,072 - mmaction - INFO - Epoch [61][520/1253] lr: 7.500e-04, eta: 10:31:37, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7083, top5_acc: 0.8786, loss_cls: 1.2156, loss: 1.2156, grad_norm: 5.8709 2021-03-14 13:47:49,237 - mmaction - INFO - Epoch [61][540/1253] lr: 7.500e-04, eta: 10:31:20, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7021, top5_acc: 0.8698, loss_cls: 1.2427, loss: 1.2427, grad_norm: 5.8968 2021-03-14 13:48:01,492 - mmaction - INFO - Epoch [61][560/1253] lr: 7.500e-04, eta: 10:31:02, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8716, loss_cls: 1.2436, loss: 1.2436, grad_norm: 5.8286 2021-03-14 13:48:13,717 - mmaction - INFO - Epoch [61][580/1253] lr: 7.500e-04, eta: 10:30:45, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7044, top5_acc: 0.8831, loss_cls: 1.1990, loss: 1.1990, grad_norm: 5.7789 2021-03-14 13:48:25,968 - mmaction - INFO - Epoch [61][600/1253] lr: 7.500e-04, eta: 10:30:28, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7073, top5_acc: 0.8807, loss_cls: 1.1893, loss: 1.1893, grad_norm: 5.7948 2021-03-14 13:48:38,247 - mmaction - INFO - Epoch [61][620/1253] lr: 7.500e-04, eta: 10:30:11, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7021, top5_acc: 0.8776, loss_cls: 1.2024, loss: 1.2024, grad_norm: 5.8195 2021-03-14 13:48:50,463 - mmaction - INFO - Epoch [61][640/1253] lr: 7.500e-04, eta: 10:29:53, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6859, top5_acc: 0.8628, loss_cls: 1.2997, loss: 1.2997, grad_norm: 5.9261 2021-03-14 13:49:02,732 - mmaction - INFO - Epoch [61][660/1253] lr: 7.500e-04, eta: 10:29:36, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7047, top5_acc: 0.8781, loss_cls: 1.2051, loss: 1.2051, grad_norm: 5.7087 2021-03-14 13:49:14,935 - mmaction - INFO - Epoch [61][680/1253] lr: 7.500e-04, eta: 10:29:19, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7083, top5_acc: 0.8734, loss_cls: 1.2040, loss: 1.2040, grad_norm: 5.7781 2021-03-14 13:49:27,272 - mmaction - INFO - Epoch [61][700/1253] lr: 7.500e-04, eta: 10:29:02, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7005, top5_acc: 0.8773, loss_cls: 1.2297, loss: 1.2297, grad_norm: 5.8340 2021-03-14 13:49:39,659 - mmaction - INFO - Epoch [61][720/1253] lr: 7.500e-04, eta: 10:28:44, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7031, top5_acc: 0.8810, loss_cls: 1.2234, loss: 1.2234, grad_norm: 5.8845 2021-03-14 13:49:51,882 - mmaction - INFO - Epoch [61][740/1253] lr: 7.500e-04, eta: 10:28:27, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7044, top5_acc: 0.8750, loss_cls: 1.2269, loss: 1.2269, grad_norm: 5.7980 2021-03-14 13:50:04,173 - mmaction - INFO - Epoch [61][760/1253] lr: 7.500e-04, eta: 10:28:10, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6917, top5_acc: 0.8693, loss_cls: 1.2833, loss: 1.2833, grad_norm: 5.9464 2021-03-14 13:50:16,454 - mmaction - INFO - Epoch [61][780/1253] lr: 7.500e-04, eta: 10:27:53, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7057, top5_acc: 0.8773, loss_cls: 1.2004, loss: 1.2004, grad_norm: 5.7591 2021-03-14 13:50:28,754 - mmaction - INFO - Epoch [61][800/1253] lr: 7.500e-04, eta: 10:27:36, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7039, top5_acc: 0.8833, loss_cls: 1.1866, loss: 1.1866, grad_norm: 5.7302 2021-03-14 13:50:41,055 - mmaction - INFO - Epoch [61][820/1253] lr: 7.500e-04, eta: 10:27:18, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7089, top5_acc: 0.8729, loss_cls: 1.2085, loss: 1.2085, grad_norm: 5.7521 2021-03-14 13:50:53,391 - mmaction - INFO - Epoch [61][840/1253] lr: 7.500e-04, eta: 10:27:01, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8807, loss_cls: 1.1920, loss: 1.1920, grad_norm: 5.8855 2021-03-14 13:51:05,547 - mmaction - INFO - Epoch [61][860/1253] lr: 7.500e-04, eta: 10:26:44, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6987, top5_acc: 0.8766, loss_cls: 1.2311, loss: 1.2311, grad_norm: 5.8609 2021-03-14 13:51:17,817 - mmaction - INFO - Epoch [61][880/1253] lr: 7.500e-04, eta: 10:26:27, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6943, top5_acc: 0.8706, loss_cls: 1.2304, loss: 1.2304, grad_norm: 5.8280 2021-03-14 13:51:30,173 - mmaction - INFO - Epoch [61][900/1253] lr: 7.500e-04, eta: 10:26:10, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7130, top5_acc: 0.8755, loss_cls: 1.2048, loss: 1.2048, grad_norm: 5.8040 2021-03-14 13:51:42,349 - mmaction - INFO - Epoch [61][920/1253] lr: 7.500e-04, eta: 10:25:52, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6872, top5_acc: 0.8680, loss_cls: 1.2934, loss: 1.2934, grad_norm: 5.9838 2021-03-14 13:51:54,626 - mmaction - INFO - Epoch [61][940/1253] lr: 7.500e-04, eta: 10:25:35, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7073, top5_acc: 0.8823, loss_cls: 1.1869, loss: 1.1869, grad_norm: 5.6974 2021-03-14 13:52:06,856 - mmaction - INFO - Epoch [61][960/1253] lr: 7.500e-04, eta: 10:25:18, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7073, top5_acc: 0.8794, loss_cls: 1.2122, loss: 1.2122, grad_norm: 5.7967 2021-03-14 13:52:19,129 - mmaction - INFO - Epoch [61][980/1253] lr: 7.500e-04, eta: 10:25:01, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8776, loss_cls: 1.2071, loss: 1.2071, grad_norm: 5.7834 2021-03-14 13:52:31,364 - mmaction - INFO - Epoch [61][1000/1253] lr: 7.500e-04, eta: 10:24:43, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7130, top5_acc: 0.8771, loss_cls: 1.2150, loss: 1.2150, grad_norm: 5.8209 2021-03-14 13:52:43,605 - mmaction - INFO - Epoch [61][1020/1253] lr: 7.500e-04, eta: 10:24:26, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6935, top5_acc: 0.8698, loss_cls: 1.2496, loss: 1.2496, grad_norm: 5.7717 2021-03-14 13:52:56,022 - mmaction - INFO - Epoch [61][1040/1253] lr: 7.500e-04, eta: 10:24:09, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7055, top5_acc: 0.8833, loss_cls: 1.2033, loss: 1.2033, grad_norm: 5.7871 2021-03-14 13:53:08,299 - mmaction - INFO - Epoch [61][1060/1253] lr: 7.500e-04, eta: 10:23:52, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7047, top5_acc: 0.8789, loss_cls: 1.2051, loss: 1.2051, grad_norm: 5.7446 2021-03-14 13:53:20,566 - mmaction - INFO - Epoch [61][1080/1253] lr: 7.500e-04, eta: 10:23:35, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7044, top5_acc: 0.8815, loss_cls: 1.1921, loss: 1.1921, grad_norm: 5.7986 2021-03-14 13:53:32,831 - mmaction - INFO - Epoch [61][1100/1253] lr: 7.500e-04, eta: 10:23:18, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6875, top5_acc: 0.8703, loss_cls: 1.2584, loss: 1.2584, grad_norm: 5.8782 2021-03-14 13:53:45,079 - mmaction - INFO - Epoch [61][1120/1253] lr: 7.500e-04, eta: 10:23:00, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7052, top5_acc: 0.8781, loss_cls: 1.2146, loss: 1.2146, grad_norm: 5.7733 2021-03-14 13:53:57,433 - mmaction - INFO - Epoch [61][1140/1253] lr: 7.500e-04, eta: 10:22:43, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7003, top5_acc: 0.8836, loss_cls: 1.2084, loss: 1.2084, grad_norm: 5.8416 2021-03-14 13:54:09,629 - mmaction - INFO - Epoch [61][1160/1253] lr: 7.500e-04, eta: 10:22:26, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6958, top5_acc: 0.8776, loss_cls: 1.2298, loss: 1.2298, grad_norm: 5.8426 2021-03-14 13:54:21,976 - mmaction - INFO - Epoch [61][1180/1253] lr: 7.500e-04, eta: 10:22:09, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6979, top5_acc: 0.8708, loss_cls: 1.2351, loss: 1.2351, grad_norm: 5.7949 2021-03-14 13:54:34,274 - mmaction - INFO - Epoch [61][1200/1253] lr: 7.500e-04, eta: 10:21:52, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7096, top5_acc: 0.8789, loss_cls: 1.2163, loss: 1.2163, grad_norm: 5.9234 2021-03-14 13:54:46,599 - mmaction - INFO - Epoch [61][1220/1253] lr: 7.500e-04, eta: 10:21:35, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7201, top5_acc: 0.8818, loss_cls: 1.1623, loss: 1.1623, grad_norm: 5.6945 2021-03-14 13:54:58,926 - mmaction - INFO - Epoch [61][1240/1253] lr: 7.500e-04, eta: 10:21:18, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7049, top5_acc: 0.8719, loss_cls: 1.2175, loss: 1.2175, grad_norm: 5.8189 2021-03-14 13:58:34,102 - mmaction - INFO - Epoch [62][20/1253] lr: 7.500e-04, eta: 10:22:48, time: 10.275, data_time: 9.644, memory: 8809, top1_acc: 0.6924, top5_acc: 0.8771, loss_cls: 1.2267, loss: 1.2267, grad_norm: 5.8691 2021-03-14 13:58:46,442 - mmaction - INFO - Epoch [62][40/1253] lr: 7.500e-04, eta: 10:22:30, time: 0.617, data_time: 0.004, memory: 8809, top1_acc: 0.6995, top5_acc: 0.8823, loss_cls: 1.2051, loss: 1.2051, grad_norm: 5.8729 2021-03-14 13:58:58,712 - mmaction - INFO - Epoch [62][60/1253] lr: 7.500e-04, eta: 10:22:13, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8740, loss_cls: 1.2249, loss: 1.2249, grad_norm: 5.8277 2021-03-14 13:59:10,916 - mmaction - INFO - Epoch [62][80/1253] lr: 7.500e-04, eta: 10:21:56, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7164, top5_acc: 0.8826, loss_cls: 1.1793, loss: 1.1793, grad_norm: 5.7330 2021-03-14 13:59:23,122 - mmaction - INFO - Epoch [62][100/1253] lr: 7.500e-04, eta: 10:21:39, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.7003, top5_acc: 0.8844, loss_cls: 1.2000, loss: 1.2000, grad_norm: 5.8145 2021-03-14 13:59:35,471 - mmaction - INFO - Epoch [62][120/1253] lr: 7.500e-04, eta: 10:21:22, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6937, top5_acc: 0.8734, loss_cls: 1.2416, loss: 1.2416, grad_norm: 5.9160 2021-03-14 13:59:47,766 - mmaction - INFO - Epoch [62][140/1253] lr: 7.500e-04, eta: 10:21:04, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6984, top5_acc: 0.8758, loss_cls: 1.2280, loss: 1.2280, grad_norm: 5.8243 2021-03-14 13:59:59,945 - mmaction - INFO - Epoch [62][160/1253] lr: 7.500e-04, eta: 10:20:47, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7005, top5_acc: 0.8721, loss_cls: 1.2218, loss: 1.2218, grad_norm: 5.8412 2021-03-14 14:00:12,186 - mmaction - INFO - Epoch [62][180/1253] lr: 7.500e-04, eta: 10:20:30, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8721, loss_cls: 1.2401, loss: 1.2401, grad_norm: 5.8406 2021-03-14 14:00:24,442 - mmaction - INFO - Epoch [62][200/1253] lr: 7.500e-04, eta: 10:20:13, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6982, top5_acc: 0.8656, loss_cls: 1.2655, loss: 1.2655, grad_norm: 6.0019 2021-03-14 14:00:36,686 - mmaction - INFO - Epoch [62][220/1253] lr: 7.500e-04, eta: 10:19:55, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7159, top5_acc: 0.8924, loss_cls: 1.1397, loss: 1.1397, grad_norm: 5.5992 2021-03-14 14:00:48,963 - mmaction - INFO - Epoch [62][240/1253] lr: 7.500e-04, eta: 10:19:38, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6992, top5_acc: 0.8755, loss_cls: 1.2433, loss: 1.2433, grad_norm: 5.9248 2021-03-14 14:01:01,338 - mmaction - INFO - Epoch [62][260/1253] lr: 7.500e-04, eta: 10:19:21, time: 0.618, data_time: 0.009, memory: 8809, top1_acc: 0.7104, top5_acc: 0.8797, loss_cls: 1.1905, loss: 1.1905, grad_norm: 5.8036 2021-03-14 14:01:13,662 - mmaction - INFO - Epoch [62][280/1253] lr: 7.500e-04, eta: 10:19:04, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7109, top5_acc: 0.8844, loss_cls: 1.1622, loss: 1.1622, grad_norm: 5.7339 2021-03-14 14:01:25,879 - mmaction - INFO - Epoch [62][300/1253] lr: 7.500e-04, eta: 10:18:47, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7034, top5_acc: 0.8708, loss_cls: 1.2119, loss: 1.2119, grad_norm: 5.7772 2021-03-14 14:01:38,231 - mmaction - INFO - Epoch [62][320/1253] lr: 7.500e-04, eta: 10:18:29, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7034, top5_acc: 0.8732, loss_cls: 1.2440, loss: 1.2440, grad_norm: 5.8664 2021-03-14 14:01:50,532 - mmaction - INFO - Epoch [62][340/1253] lr: 7.500e-04, eta: 10:18:12, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.1639, loss: 1.1639, grad_norm: 5.6496 2021-03-14 14:02:02,809 - mmaction - INFO - Epoch [62][360/1253] lr: 7.500e-04, eta: 10:17:55, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7128, top5_acc: 0.8823, loss_cls: 1.1783, loss: 1.1783, grad_norm: 5.8274 2021-03-14 14:02:15,009 - mmaction - INFO - Epoch [62][380/1253] lr: 7.500e-04, eta: 10:17:38, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7083, top5_acc: 0.8737, loss_cls: 1.2011, loss: 1.2011, grad_norm: 5.7193 2021-03-14 14:02:27,262 - mmaction - INFO - Epoch [62][400/1253] lr: 7.500e-04, eta: 10:17:21, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7068, top5_acc: 0.8833, loss_cls: 1.2058, loss: 1.2058, grad_norm: 5.8449 2021-03-14 14:02:39,521 - mmaction - INFO - Epoch [62][420/1253] lr: 7.500e-04, eta: 10:17:03, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6953, top5_acc: 0.8688, loss_cls: 1.2649, loss: 1.2649, grad_norm: 6.0148 2021-03-14 14:02:51,757 - mmaction - INFO - Epoch [62][440/1253] lr: 7.500e-04, eta: 10:16:46, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7086, top5_acc: 0.8727, loss_cls: 1.2210, loss: 1.2210, grad_norm: 5.7450 2021-03-14 14:03:04,047 - mmaction - INFO - Epoch [62][460/1253] lr: 7.500e-04, eta: 10:16:29, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7104, top5_acc: 0.8760, loss_cls: 1.2000, loss: 1.2000, grad_norm: 5.8382 2021-03-14 14:03:16,319 - mmaction - INFO - Epoch [62][480/1253] lr: 7.500e-04, eta: 10:16:12, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6982, top5_acc: 0.8755, loss_cls: 1.2097, loss: 1.2097, grad_norm: 5.9013 2021-03-14 14:03:28,634 - mmaction - INFO - Epoch [62][500/1253] lr: 7.500e-04, eta: 10:15:55, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7036, top5_acc: 0.8797, loss_cls: 1.2040, loss: 1.2040, grad_norm: 5.7605 2021-03-14 14:03:40,901 - mmaction - INFO - Epoch [62][520/1253] lr: 7.500e-04, eta: 10:15:38, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7172, top5_acc: 0.8820, loss_cls: 1.1635, loss: 1.1635, grad_norm: 5.6772 2021-03-14 14:03:53,144 - mmaction - INFO - Epoch [62][540/1253] lr: 7.500e-04, eta: 10:15:20, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7115, top5_acc: 0.8812, loss_cls: 1.2010, loss: 1.2010, grad_norm: 5.9043 2021-03-14 14:04:05,499 - mmaction - INFO - Epoch [62][560/1253] lr: 7.500e-04, eta: 10:15:03, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7008, top5_acc: 0.8789, loss_cls: 1.2052, loss: 1.2052, grad_norm: 5.8146 2021-03-14 14:04:17,865 - mmaction - INFO - Epoch [62][580/1253] lr: 7.500e-04, eta: 10:14:46, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.7104, top5_acc: 0.8880, loss_cls: 1.1690, loss: 1.1690, grad_norm: 5.7434 2021-03-14 14:04:30,051 - mmaction - INFO - Epoch [62][600/1253] lr: 7.500e-04, eta: 10:14:29, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7057, top5_acc: 0.8763, loss_cls: 1.2082, loss: 1.2082, grad_norm: 5.8206 2021-03-14 14:04:42,339 - mmaction - INFO - Epoch [62][620/1253] lr: 7.500e-04, eta: 10:14:12, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6956, top5_acc: 0.8831, loss_cls: 1.2088, loss: 1.2088, grad_norm: 5.9165 2021-03-14 14:04:54,689 - mmaction - INFO - Epoch [62][640/1253] lr: 7.500e-04, eta: 10:13:55, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6914, top5_acc: 0.8724, loss_cls: 1.2434, loss: 1.2434, grad_norm: 5.8774 2021-03-14 14:05:06,934 - mmaction - INFO - Epoch [62][660/1253] lr: 7.500e-04, eta: 10:13:38, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8820, loss_cls: 1.2042, loss: 1.2042, grad_norm: 5.8492 2021-03-14 14:05:19,257 - mmaction - INFO - Epoch [62][680/1253] lr: 7.500e-04, eta: 10:13:20, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6987, top5_acc: 0.8760, loss_cls: 1.2347, loss: 1.2347, grad_norm: 5.8658 2021-03-14 14:05:31,606 - mmaction - INFO - Epoch [62][700/1253] lr: 7.500e-04, eta: 10:13:03, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6977, top5_acc: 0.8807, loss_cls: 1.2209, loss: 1.2209, grad_norm: 5.9508 2021-03-14 14:05:43,872 - mmaction - INFO - Epoch [62][720/1253] lr: 7.500e-04, eta: 10:12:46, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7081, top5_acc: 0.8727, loss_cls: 1.2203, loss: 1.2203, grad_norm: 5.7944 2021-03-14 14:05:56,130 - mmaction - INFO - Epoch [62][740/1253] lr: 7.500e-04, eta: 10:12:29, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.6974, top5_acc: 0.8742, loss_cls: 1.2412, loss: 1.2412, grad_norm: 5.9846 2021-03-14 14:06:08,365 - mmaction - INFO - Epoch [62][760/1253] lr: 7.500e-04, eta: 10:12:12, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6958, top5_acc: 0.8784, loss_cls: 1.1811, loss: 1.1811, grad_norm: 5.8746 2021-03-14 14:06:20,623 - mmaction - INFO - Epoch [62][780/1253] lr: 7.500e-04, eta: 10:11:55, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6958, top5_acc: 0.8682, loss_cls: 1.2411, loss: 1.2411, grad_norm: 5.8474 2021-03-14 14:06:32,923 - mmaction - INFO - Epoch [62][800/1253] lr: 7.500e-04, eta: 10:11:38, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7034, top5_acc: 0.8768, loss_cls: 1.2186, loss: 1.2186, grad_norm: 5.8685 2021-03-14 14:06:45,236 - mmaction - INFO - Epoch [62][820/1253] lr: 7.500e-04, eta: 10:11:20, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2228, loss: 1.2228, grad_norm: 5.7755 2021-03-14 14:06:57,468 - mmaction - INFO - Epoch [62][840/1253] lr: 7.500e-04, eta: 10:11:03, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8729, loss_cls: 1.2369, loss: 1.2369, grad_norm: 5.8740 2021-03-14 14:07:09,672 - mmaction - INFO - Epoch [62][860/1253] lr: 7.500e-04, eta: 10:10:46, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6966, top5_acc: 0.8737, loss_cls: 1.2436, loss: 1.2436, grad_norm: 5.8637 2021-03-14 14:07:22,010 - mmaction - INFO - Epoch [62][880/1253] lr: 7.500e-04, eta: 10:10:29, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.6971, top5_acc: 0.8815, loss_cls: 1.2208, loss: 1.2208, grad_norm: 5.9163 2021-03-14 14:07:34,297 - mmaction - INFO - Epoch [62][900/1253] lr: 7.500e-04, eta: 10:10:12, time: 0.615, data_time: 0.004, memory: 8809, top1_acc: 0.7130, top5_acc: 0.8768, loss_cls: 1.1990, loss: 1.1990, grad_norm: 5.8435 2021-03-14 14:07:46,581 - mmaction - INFO - Epoch [62][920/1253] lr: 7.500e-04, eta: 10:09:55, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6948, top5_acc: 0.8646, loss_cls: 1.2796, loss: 1.2796, grad_norm: 5.9514 2021-03-14 14:07:58,794 - mmaction - INFO - Epoch [62][940/1253] lr: 7.500e-04, eta: 10:09:38, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8727, loss_cls: 1.2310, loss: 1.2310, grad_norm: 5.7974 2021-03-14 14:08:11,103 - mmaction - INFO - Epoch [62][960/1253] lr: 7.500e-04, eta: 10:09:21, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6961, top5_acc: 0.8786, loss_cls: 1.2210, loss: 1.2210, grad_norm: 5.8507 2021-03-14 14:08:23,442 - mmaction - INFO - Epoch [62][980/1253] lr: 7.500e-04, eta: 10:09:04, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.7036, top5_acc: 0.8768, loss_cls: 1.2238, loss: 1.2238, grad_norm: 5.8670 2021-03-14 14:08:35,676 - mmaction - INFO - Epoch [62][1000/1253] lr: 7.500e-04, eta: 10:08:46, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6997, top5_acc: 0.8760, loss_cls: 1.2280, loss: 1.2280, grad_norm: 5.9224 2021-03-14 14:08:47,905 - mmaction - INFO - Epoch [62][1020/1253] lr: 7.500e-04, eta: 10:08:29, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.6987, top5_acc: 0.8721, loss_cls: 1.2224, loss: 1.2224, grad_norm: 5.8999 2021-03-14 14:09:00,200 - mmaction - INFO - Epoch [62][1040/1253] lr: 7.500e-04, eta: 10:08:12, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6974, top5_acc: 0.8826, loss_cls: 1.2236, loss: 1.2236, grad_norm: 5.9180 2021-03-14 14:09:12,493 - mmaction - INFO - Epoch [62][1060/1253] lr: 7.500e-04, eta: 10:07:55, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7008, top5_acc: 0.8714, loss_cls: 1.2165, loss: 1.2165, grad_norm: 5.9054 2021-03-14 14:09:24,821 - mmaction - INFO - Epoch [62][1080/1253] lr: 7.500e-04, eta: 10:07:38, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7133, top5_acc: 0.8818, loss_cls: 1.1798, loss: 1.1798, grad_norm: 5.7818 2021-03-14 14:09:37,118 - mmaction - INFO - Epoch [62][1100/1253] lr: 7.500e-04, eta: 10:07:21, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6979, top5_acc: 0.8698, loss_cls: 1.2336, loss: 1.2336, grad_norm: 5.8226 2021-03-14 14:09:49,461 - mmaction - INFO - Epoch [62][1120/1253] lr: 7.500e-04, eta: 10:07:04, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6951, top5_acc: 0.8661, loss_cls: 1.2497, loss: 1.2497, grad_norm: 5.9126 2021-03-14 14:10:01,689 - mmaction - INFO - Epoch [62][1140/1253] lr: 7.500e-04, eta: 10:06:47, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7016, top5_acc: 0.8693, loss_cls: 1.2486, loss: 1.2486, grad_norm: 5.9137 2021-03-14 14:10:14,007 - mmaction - INFO - Epoch [62][1160/1253] lr: 7.500e-04, eta: 10:06:30, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7021, top5_acc: 0.8784, loss_cls: 1.2009, loss: 1.2009, grad_norm: 5.7765 2021-03-14 14:10:26,277 - mmaction - INFO - Epoch [62][1180/1253] lr: 7.500e-04, eta: 10:06:13, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7096, top5_acc: 0.8768, loss_cls: 1.1975, loss: 1.1975, grad_norm: 5.8249 2021-03-14 14:10:38,648 - mmaction - INFO - Epoch [62][1200/1253] lr: 7.500e-04, eta: 10:05:56, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6945, top5_acc: 0.8695, loss_cls: 1.2491, loss: 1.2491, grad_norm: 5.9720 2021-03-14 14:10:50,994 - mmaction - INFO - Epoch [62][1220/1253] lr: 7.500e-04, eta: 10:05:38, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6997, top5_acc: 0.8669, loss_cls: 1.2602, loss: 1.2602, grad_norm: 5.9614 2021-03-14 14:11:03,236 - mmaction - INFO - Epoch [62][1240/1253] lr: 7.500e-04, eta: 10:05:21, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6930, top5_acc: 0.8776, loss_cls: 1.2252, loss: 1.2252, grad_norm: 5.8903 2021-03-14 14:14:39,963 - mmaction - INFO - Epoch [63][20/1253] lr: 7.500e-04, eta: 10:06:48, time: 10.349, data_time: 9.606, memory: 8809, top1_acc: 0.7026, top5_acc: 0.8768, loss_cls: 1.2142, loss: 1.2142, grad_norm: 5.8165 2021-03-14 14:14:52,221 - mmaction - INFO - Epoch [63][40/1253] lr: 7.500e-04, eta: 10:06:30, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7016, top5_acc: 0.8706, loss_cls: 1.2410, loss: 1.2410, grad_norm: 5.8400 2021-03-14 14:15:04,476 - mmaction - INFO - Epoch [63][60/1253] lr: 7.500e-04, eta: 10:06:13, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6987, top5_acc: 0.8766, loss_cls: 1.2069, loss: 1.2069, grad_norm: 5.8526 2021-03-14 14:15:16,753 - mmaction - INFO - Epoch [63][80/1253] lr: 7.500e-04, eta: 10:05:56, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7120, top5_acc: 0.8865, loss_cls: 1.1688, loss: 1.1688, grad_norm: 5.7476 2021-03-14 14:15:28,982 - mmaction - INFO - Epoch [63][100/1253] lr: 7.500e-04, eta: 10:05:39, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7078, top5_acc: 0.8781, loss_cls: 1.1920, loss: 1.1920, grad_norm: 5.8615 2021-03-14 14:15:41,175 - mmaction - INFO - Epoch [63][120/1253] lr: 7.500e-04, eta: 10:05:22, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7039, top5_acc: 0.8755, loss_cls: 1.2250, loss: 1.2250, grad_norm: 5.9341 2021-03-14 14:15:53,348 - mmaction - INFO - Epoch [63][140/1253] lr: 7.500e-04, eta: 10:05:05, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7128, top5_acc: 0.8786, loss_cls: 1.1961, loss: 1.1961, grad_norm: 5.8388 2021-03-14 14:16:05,569 - mmaction - INFO - Epoch [63][160/1253] lr: 7.500e-04, eta: 10:04:47, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7161, top5_acc: 0.8831, loss_cls: 1.1668, loss: 1.1668, grad_norm: 5.8196 2021-03-14 14:16:17,828 - mmaction - INFO - Epoch [63][180/1253] lr: 7.500e-04, eta: 10:04:30, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7034, top5_acc: 0.8734, loss_cls: 1.2224, loss: 1.2224, grad_norm: 5.9263 2021-03-14 14:16:30,033 - mmaction - INFO - Epoch [63][200/1253] lr: 7.500e-04, eta: 10:04:13, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7122, top5_acc: 0.8818, loss_cls: 1.1852, loss: 1.1852, grad_norm: 5.8569 2021-03-14 14:16:42,239 - mmaction - INFO - Epoch [63][220/1253] lr: 7.500e-04, eta: 10:03:56, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7005, top5_acc: 0.8711, loss_cls: 1.2262, loss: 1.2262, grad_norm: 5.8719 2021-03-14 14:16:54,544 - mmaction - INFO - Epoch [63][240/1253] lr: 7.500e-04, eta: 10:03:39, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7055, top5_acc: 0.8750, loss_cls: 1.2139, loss: 1.2139, grad_norm: 5.8469 2021-03-14 14:17:06,809 - mmaction - INFO - Epoch [63][260/1253] lr: 7.500e-04, eta: 10:03:22, time: 0.615, data_time: 0.004, memory: 8809, top1_acc: 0.7128, top5_acc: 0.8750, loss_cls: 1.2242, loss: 1.2242, grad_norm: 5.8923 2021-03-14 14:17:18,968 - mmaction - INFO - Epoch [63][280/1253] lr: 7.500e-04, eta: 10:03:04, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.6958, top5_acc: 0.8818, loss_cls: 1.2089, loss: 1.2089, grad_norm: 5.8526 2021-03-14 14:17:31,262 - mmaction - INFO - Epoch [63][300/1253] lr: 7.500e-04, eta: 10:02:47, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7060, top5_acc: 0.8742, loss_cls: 1.2047, loss: 1.2047, grad_norm: 5.8357 2021-03-14 14:17:43,553 - mmaction - INFO - Epoch [63][320/1253] lr: 7.500e-04, eta: 10:02:30, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7036, top5_acc: 0.8737, loss_cls: 1.2353, loss: 1.2353, grad_norm: 5.9113 2021-03-14 14:17:55,798 - mmaction - INFO - Epoch [63][340/1253] lr: 7.500e-04, eta: 10:02:13, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.6969, top5_acc: 0.8810, loss_cls: 1.2132, loss: 1.2132, grad_norm: 5.8194 2021-03-14 14:18:08,136 - mmaction - INFO - Epoch [63][360/1253] lr: 7.500e-04, eta: 10:01:56, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6911, top5_acc: 0.8711, loss_cls: 1.2512, loss: 1.2512, grad_norm: 5.9014 2021-03-14 14:18:20,453 - mmaction - INFO - Epoch [63][380/1253] lr: 7.500e-04, eta: 10:01:39, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6940, top5_acc: 0.8781, loss_cls: 1.2303, loss: 1.2303, grad_norm: 5.9116 2021-03-14 14:18:32,780 - mmaction - INFO - Epoch [63][400/1253] lr: 7.500e-04, eta: 10:01:22, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7128, top5_acc: 0.8820, loss_cls: 1.1878, loss: 1.1878, grad_norm: 5.8141 2021-03-14 14:18:45,021 - mmaction - INFO - Epoch [63][420/1253] lr: 7.500e-04, eta: 10:01:05, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7091, top5_acc: 0.8792, loss_cls: 1.1773, loss: 1.1773, grad_norm: 5.8161 2021-03-14 14:18:57,396 - mmaction - INFO - Epoch [63][440/1253] lr: 7.500e-04, eta: 10:00:48, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7073, top5_acc: 0.8828, loss_cls: 1.1982, loss: 1.1982, grad_norm: 5.8849 2021-03-14 14:19:09,713 - mmaction - INFO - Epoch [63][460/1253] lr: 7.500e-04, eta: 10:00:31, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7055, top5_acc: 0.8833, loss_cls: 1.1827, loss: 1.1827, grad_norm: 5.8576 2021-03-14 14:19:22,045 - mmaction - INFO - Epoch [63][480/1253] lr: 7.500e-04, eta: 10:00:14, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6937, top5_acc: 0.8742, loss_cls: 1.2429, loss: 1.2429, grad_norm: 5.9247 2021-03-14 14:19:34,350 - mmaction - INFO - Epoch [63][500/1253] lr: 7.500e-04, eta: 9:59:57, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7008, top5_acc: 0.8714, loss_cls: 1.2198, loss: 1.2198, grad_norm: 5.8095 2021-03-14 14:19:46,626 - mmaction - INFO - Epoch [63][520/1253] lr: 7.500e-04, eta: 9:59:39, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7005, top5_acc: 0.8661, loss_cls: 1.2571, loss: 1.2571, grad_norm: 5.9503 2021-03-14 14:19:59,011 - mmaction - INFO - Epoch [63][540/1253] lr: 7.500e-04, eta: 9:59:22, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6893, top5_acc: 0.8732, loss_cls: 1.2208, loss: 1.2208, grad_norm: 5.8614 2021-03-14 14:20:11,306 - mmaction - INFO - Epoch [63][560/1253] lr: 7.500e-04, eta: 9:59:05, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7115, top5_acc: 0.8812, loss_cls: 1.1921, loss: 1.1921, grad_norm: 5.8575 2021-03-14 14:20:23,557 - mmaction - INFO - Epoch [63][580/1253] lr: 7.500e-04, eta: 9:58:48, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8734, loss_cls: 1.2154, loss: 1.2154, grad_norm: 5.8391 2021-03-14 14:20:35,867 - mmaction - INFO - Epoch [63][600/1253] lr: 7.500e-04, eta: 9:58:31, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7057, top5_acc: 0.8810, loss_cls: 1.1988, loss: 1.1988, grad_norm: 5.7644 2021-03-14 14:20:48,183 - mmaction - INFO - Epoch [63][620/1253] lr: 7.500e-04, eta: 9:58:14, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7109, top5_acc: 0.8727, loss_cls: 1.2273, loss: 1.2273, grad_norm: 5.8671 2021-03-14 14:21:00,436 - mmaction - INFO - Epoch [63][640/1253] lr: 7.500e-04, eta: 9:57:57, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7047, top5_acc: 0.8737, loss_cls: 1.2153, loss: 1.2153, grad_norm: 5.8647 2021-03-14 14:21:12,726 - mmaction - INFO - Epoch [63][660/1253] lr: 7.500e-04, eta: 9:57:40, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8784, loss_cls: 1.2149, loss: 1.2149, grad_norm: 5.8768 2021-03-14 14:21:24,955 - mmaction - INFO - Epoch [63][680/1253] lr: 7.500e-04, eta: 9:57:23, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6922, top5_acc: 0.8716, loss_cls: 1.2716, loss: 1.2716, grad_norm: 6.0176 2021-03-14 14:21:37,245 - mmaction - INFO - Epoch [63][700/1253] lr: 7.500e-04, eta: 9:57:06, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7188, top5_acc: 0.8859, loss_cls: 1.1564, loss: 1.1564, grad_norm: 5.7153 2021-03-14 14:21:49,401 - mmaction - INFO - Epoch [63][720/1253] lr: 7.500e-04, eta: 9:56:49, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.7130, top5_acc: 0.8766, loss_cls: 1.2194, loss: 1.2194, grad_norm: 5.8864 2021-03-14 14:22:01,707 - mmaction - INFO - Epoch [63][740/1253] lr: 7.500e-04, eta: 9:56:32, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.6979, top5_acc: 0.8685, loss_cls: 1.2522, loss: 1.2522, grad_norm: 5.9461 2021-03-14 14:22:13,952 - mmaction - INFO - Epoch [63][760/1253] lr: 7.500e-04, eta: 9:56:15, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7091, top5_acc: 0.8815, loss_cls: 1.1939, loss: 1.1939, grad_norm: 5.8528 2021-03-14 14:22:26,218 - mmaction - INFO - Epoch [63][780/1253] lr: 7.500e-04, eta: 9:55:57, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7081, top5_acc: 0.8807, loss_cls: 1.1782, loss: 1.1782, grad_norm: 5.8399 2021-03-14 14:22:38,668 - mmaction - INFO - Epoch [63][800/1253] lr: 7.500e-04, eta: 9:55:41, time: 0.623, data_time: 0.003, memory: 8809, top1_acc: 0.7031, top5_acc: 0.8773, loss_cls: 1.2218, loss: 1.2218, grad_norm: 5.9563 2021-03-14 14:22:50,992 - mmaction - INFO - Epoch [63][820/1253] lr: 7.500e-04, eta: 9:55:24, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7078, top5_acc: 0.8714, loss_cls: 1.2076, loss: 1.2076, grad_norm: 5.8075 2021-03-14 14:23:03,113 - mmaction - INFO - Epoch [63][840/1253] lr: 7.500e-04, eta: 9:55:06, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.7091, top5_acc: 0.8779, loss_cls: 1.1957, loss: 1.1957, grad_norm: 5.8827 2021-03-14 14:23:15,298 - mmaction - INFO - Epoch [63][860/1253] lr: 7.500e-04, eta: 9:54:49, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7201, top5_acc: 0.8734, loss_cls: 1.1823, loss: 1.1823, grad_norm: 5.7596 2021-03-14 14:23:27,569 - mmaction - INFO - Epoch [63][880/1253] lr: 7.500e-04, eta: 9:54:32, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7156, top5_acc: 0.8867, loss_cls: 1.1685, loss: 1.1685, grad_norm: 5.7342 2021-03-14 14:23:39,910 - mmaction - INFO - Epoch [63][900/1253] lr: 7.500e-04, eta: 9:54:15, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6961, top5_acc: 0.8802, loss_cls: 1.2453, loss: 1.2453, grad_norm: 6.0217 2021-03-14 14:23:52,170 - mmaction - INFO - Epoch [63][920/1253] lr: 7.500e-04, eta: 9:53:58, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7060, top5_acc: 0.8797, loss_cls: 1.1937, loss: 1.1937, grad_norm: 5.8051 2021-03-14 14:24:04,487 - mmaction - INFO - Epoch [63][940/1253] lr: 7.500e-04, eta: 9:53:41, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7052, top5_acc: 0.8828, loss_cls: 1.2057, loss: 1.2057, grad_norm: 5.8447 2021-03-14 14:24:16,739 - mmaction - INFO - Epoch [63][960/1253] lr: 7.500e-04, eta: 9:53:24, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6906, top5_acc: 0.8698, loss_cls: 1.2767, loss: 1.2767, grad_norm: 5.9927 2021-03-14 14:24:29,012 - mmaction - INFO - Epoch [63][980/1253] lr: 7.500e-04, eta: 9:53:07, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7057, top5_acc: 0.8771, loss_cls: 1.2186, loss: 1.2186, grad_norm: 5.8605 2021-03-14 14:24:41,303 - mmaction - INFO - Epoch [63][1000/1253] lr: 7.500e-04, eta: 9:52:50, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.2242, loss: 1.2242, grad_norm: 5.9071 2021-03-14 14:24:53,587 - mmaction - INFO - Epoch [63][1020/1253] lr: 7.500e-04, eta: 9:52:33, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7005, top5_acc: 0.8714, loss_cls: 1.2416, loss: 1.2416, grad_norm: 5.9135 2021-03-14 14:25:05,800 - mmaction - INFO - Epoch [63][1040/1253] lr: 7.500e-04, eta: 9:52:16, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7107, top5_acc: 0.8771, loss_cls: 1.1939, loss: 1.1939, grad_norm: 5.7232 2021-03-14 14:25:18,176 - mmaction - INFO - Epoch [63][1060/1253] lr: 7.500e-04, eta: 9:51:59, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7068, top5_acc: 0.8763, loss_cls: 1.2105, loss: 1.2105, grad_norm: 5.8101 2021-03-14 14:25:30,431 - mmaction - INFO - Epoch [63][1080/1253] lr: 7.500e-04, eta: 9:51:42, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7057, top5_acc: 0.8667, loss_cls: 1.2477, loss: 1.2477, grad_norm: 5.9057 2021-03-14 14:25:42,684 - mmaction - INFO - Epoch [63][1100/1253] lr: 7.500e-04, eta: 9:51:25, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.6990, top5_acc: 0.8724, loss_cls: 1.2331, loss: 1.2331, grad_norm: 6.0149 2021-03-14 14:25:55,045 - mmaction - INFO - Epoch [63][1120/1253] lr: 7.500e-04, eta: 9:51:08, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7026, top5_acc: 0.8737, loss_cls: 1.2537, loss: 1.2537, grad_norm: 5.9813 2021-03-14 14:26:07,269 - mmaction - INFO - Epoch [63][1140/1253] lr: 7.500e-04, eta: 9:50:51, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7128, top5_acc: 0.8859, loss_cls: 1.1696, loss: 1.1696, grad_norm: 5.8343 2021-03-14 14:26:19,513 - mmaction - INFO - Epoch [63][1160/1253] lr: 7.500e-04, eta: 9:50:34, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7099, top5_acc: 0.8776, loss_cls: 1.2264, loss: 1.2264, grad_norm: 5.8733 2021-03-14 14:26:31,661 - mmaction - INFO - Epoch [63][1180/1253] lr: 7.500e-04, eta: 9:50:17, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.7091, top5_acc: 0.8779, loss_cls: 1.1909, loss: 1.1909, grad_norm: 5.7869 2021-03-14 14:26:43,962 - mmaction - INFO - Epoch [63][1200/1253] lr: 7.500e-04, eta: 9:50:00, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7021, top5_acc: 0.8781, loss_cls: 1.2268, loss: 1.2268, grad_norm: 5.9081 2021-03-14 14:26:56,200 - mmaction - INFO - Epoch [63][1220/1253] lr: 7.500e-04, eta: 9:49:43, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7091, top5_acc: 0.8781, loss_cls: 1.2080, loss: 1.2080, grad_norm: 5.9548 2021-03-14 14:27:08,439 - mmaction - INFO - Epoch [63][1240/1253] lr: 7.500e-04, eta: 9:49:26, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7036, top5_acc: 0.8768, loss_cls: 1.2146, loss: 1.2146, grad_norm: 5.9452 2021-03-14 14:30:45,171 - mmaction - INFO - Epoch [64][20/1253] lr: 7.500e-04, eta: 9:50:47, time: 10.355, data_time: 9.676, memory: 8809, top1_acc: 0.7130, top5_acc: 0.8885, loss_cls: 1.1526, loss: 1.1526, grad_norm: 5.8053 2021-03-14 14:30:57,409 - mmaction - INFO - Epoch [64][40/1253] lr: 7.500e-04, eta: 9:50:30, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8849, loss_cls: 1.1664, loss: 1.1664, grad_norm: 5.7811 2021-03-14 14:31:09,611 - mmaction - INFO - Epoch [64][60/1253] lr: 7.500e-04, eta: 9:50:13, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7117, top5_acc: 0.8818, loss_cls: 1.1856, loss: 1.1856, grad_norm: 5.7934 2021-03-14 14:31:22,002 - mmaction - INFO - Epoch [64][80/1253] lr: 7.500e-04, eta: 9:49:56, time: 0.620, data_time: 0.005, memory: 8809, top1_acc: 0.7073, top5_acc: 0.8812, loss_cls: 1.1809, loss: 1.1809, grad_norm: 5.8261 2021-03-14 14:31:34,383 - mmaction - INFO - Epoch [64][100/1253] lr: 7.500e-04, eta: 9:49:39, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.6984, top5_acc: 0.8826, loss_cls: 1.2006, loss: 1.2006, grad_norm: 5.9134 2021-03-14 14:31:46,604 - mmaction - INFO - Epoch [64][120/1253] lr: 7.500e-04, eta: 9:49:22, time: 0.613, data_time: 0.004, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.1988, loss: 1.1988, grad_norm: 5.8908 2021-03-14 14:31:58,906 - mmaction - INFO - Epoch [64][140/1253] lr: 7.500e-04, eta: 9:49:05, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6956, top5_acc: 0.8758, loss_cls: 1.2330, loss: 1.2330, grad_norm: 5.9340 2021-03-14 14:32:11,108 - mmaction - INFO - Epoch [64][160/1253] lr: 7.500e-04, eta: 9:48:48, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7120, top5_acc: 0.8781, loss_cls: 1.2071, loss: 1.2071, grad_norm: 5.7905 2021-03-14 14:32:23,501 - mmaction - INFO - Epoch [64][180/1253] lr: 7.500e-04, eta: 9:48:31, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7091, top5_acc: 0.8831, loss_cls: 1.1778, loss: 1.1778, grad_norm: 5.8382 2021-03-14 14:32:35,814 - mmaction - INFO - Epoch [64][200/1253] lr: 7.500e-04, eta: 9:48:14, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7083, top5_acc: 0.8828, loss_cls: 1.1959, loss: 1.1959, grad_norm: 5.9206 2021-03-14 14:32:48,072 - mmaction - INFO - Epoch [64][220/1253] lr: 7.500e-04, eta: 9:47:57, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7029, top5_acc: 0.8758, loss_cls: 1.2247, loss: 1.2247, grad_norm: 5.9037 2021-03-14 14:33:00,289 - mmaction - INFO - Epoch [64][240/1253] lr: 7.500e-04, eta: 9:47:40, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7146, top5_acc: 0.8867, loss_cls: 1.1670, loss: 1.1670, grad_norm: 5.8111 2021-03-14 14:33:12,550 - mmaction - INFO - Epoch [64][260/1253] lr: 7.500e-04, eta: 9:47:23, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7008, top5_acc: 0.8727, loss_cls: 1.2378, loss: 1.2378, grad_norm: 5.9661 2021-03-14 14:33:24,867 - mmaction - INFO - Epoch [64][280/1253] lr: 7.500e-04, eta: 9:47:06, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7036, top5_acc: 0.8820, loss_cls: 1.2008, loss: 1.2008, grad_norm: 5.8745 2021-03-14 14:33:37,222 - mmaction - INFO - Epoch [64][300/1253] lr: 7.500e-04, eta: 9:46:49, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2024, loss: 1.2024, grad_norm: 5.8819 2021-03-14 14:33:49,583 - mmaction - INFO - Epoch [64][320/1253] lr: 7.500e-04, eta: 9:46:32, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6966, top5_acc: 0.8760, loss_cls: 1.2390, loss: 1.2390, grad_norm: 5.9705 2021-03-14 14:34:01,879 - mmaction - INFO - Epoch [64][340/1253] lr: 7.500e-04, eta: 9:46:15, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7148, top5_acc: 0.8758, loss_cls: 1.2055, loss: 1.2055, grad_norm: 5.8652 2021-03-14 14:34:14,072 - mmaction - INFO - Epoch [64][360/1253] lr: 7.500e-04, eta: 9:45:58, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7003, top5_acc: 0.8763, loss_cls: 1.2259, loss: 1.2259, grad_norm: 5.9444 2021-03-14 14:34:26,313 - mmaction - INFO - Epoch [64][380/1253] lr: 7.500e-04, eta: 9:45:41, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6932, top5_acc: 0.8714, loss_cls: 1.2431, loss: 1.2431, grad_norm: 5.9507 2021-03-14 14:34:38,571 - mmaction - INFO - Epoch [64][400/1253] lr: 7.500e-04, eta: 9:45:23, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7120, top5_acc: 0.8812, loss_cls: 1.1746, loss: 1.1746, grad_norm: 5.7375 2021-03-14 14:34:50,926 - mmaction - INFO - Epoch [64][420/1253] lr: 7.500e-04, eta: 9:45:07, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6956, top5_acc: 0.8708, loss_cls: 1.2349, loss: 1.2349, grad_norm: 5.9761 2021-03-14 14:35:03,164 - mmaction - INFO - Epoch [64][440/1253] lr: 7.500e-04, eta: 9:44:49, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7023, top5_acc: 0.8740, loss_cls: 1.2137, loss: 1.2137, grad_norm: 5.9781 2021-03-14 14:35:15,416 - mmaction - INFO - Epoch [64][460/1253] lr: 7.500e-04, eta: 9:44:32, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6966, top5_acc: 0.8755, loss_cls: 1.2303, loss: 1.2303, grad_norm: 5.9387 2021-03-14 14:35:27,707 - mmaction - INFO - Epoch [64][480/1253] lr: 7.500e-04, eta: 9:44:15, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7029, top5_acc: 0.8852, loss_cls: 1.1943, loss: 1.1943, grad_norm: 5.8782 2021-03-14 14:35:40,030 - mmaction - INFO - Epoch [64][500/1253] lr: 7.500e-04, eta: 9:43:58, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7206, top5_acc: 0.8812, loss_cls: 1.1896, loss: 1.1896, grad_norm: 5.7788 2021-03-14 14:35:52,304 - mmaction - INFO - Epoch [64][520/1253] lr: 7.500e-04, eta: 9:43:41, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6953, top5_acc: 0.8721, loss_cls: 1.2339, loss: 1.2339, grad_norm: 5.9502 2021-03-14 14:36:04,705 - mmaction - INFO - Epoch [64][540/1253] lr: 7.500e-04, eta: 9:43:24, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7154, top5_acc: 0.8883, loss_cls: 1.1694, loss: 1.1694, grad_norm: 5.8875 2021-03-14 14:36:16,936 - mmaction - INFO - Epoch [64][560/1253] lr: 7.500e-04, eta: 9:43:07, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7031, top5_acc: 0.8794, loss_cls: 1.1901, loss: 1.1901, grad_norm: 5.8927 2021-03-14 14:36:29,166 - mmaction - INFO - Epoch [64][580/1253] lr: 7.500e-04, eta: 9:42:50, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6995, top5_acc: 0.8719, loss_cls: 1.2283, loss: 1.2283, grad_norm: 5.9349 2021-03-14 14:36:41,459 - mmaction - INFO - Epoch [64][600/1253] lr: 7.500e-04, eta: 9:42:33, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7005, top5_acc: 0.8664, loss_cls: 1.2616, loss: 1.2616, grad_norm: 5.9563 2021-03-14 14:36:53,768 - mmaction - INFO - Epoch [64][620/1253] lr: 7.500e-04, eta: 9:42:16, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7154, top5_acc: 0.8807, loss_cls: 1.1761, loss: 1.1761, grad_norm: 5.8609 2021-03-14 14:37:06,048 - mmaction - INFO - Epoch [64][640/1253] lr: 7.500e-04, eta: 9:41:59, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7055, top5_acc: 0.8724, loss_cls: 1.2211, loss: 1.2211, grad_norm: 6.0125 2021-03-14 14:37:18,285 - mmaction - INFO - Epoch [64][660/1253] lr: 7.500e-04, eta: 9:41:42, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7070, top5_acc: 0.8688, loss_cls: 1.2428, loss: 1.2428, grad_norm: 5.9731 2021-03-14 14:37:30,528 - mmaction - INFO - Epoch [64][680/1253] lr: 7.500e-04, eta: 9:41:25, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8693, loss_cls: 1.2456, loss: 1.2456, grad_norm: 5.9537 2021-03-14 14:37:42,960 - mmaction - INFO - Epoch [64][700/1253] lr: 7.500e-04, eta: 9:41:08, time: 0.620, data_time: 0.001, memory: 8809, top1_acc: 0.7104, top5_acc: 0.8732, loss_cls: 1.2168, loss: 1.2168, grad_norm: 5.8968 2021-03-14 14:37:55,222 - mmaction - INFO - Epoch [64][720/1253] lr: 7.500e-04, eta: 9:40:51, time: 0.614, data_time: 0.005, memory: 8809, top1_acc: 0.7018, top5_acc: 0.8776, loss_cls: 1.2252, loss: 1.2252, grad_norm: 5.9831 2021-03-14 14:38:07,525 - mmaction - INFO - Epoch [64][740/1253] lr: 7.500e-04, eta: 9:40:35, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.6880, top5_acc: 0.8734, loss_cls: 1.2567, loss: 1.2567, grad_norm: 6.0432 2021-03-14 14:38:19,829 - mmaction - INFO - Epoch [64][760/1253] lr: 7.500e-04, eta: 9:40:18, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6917, top5_acc: 0.8763, loss_cls: 1.2397, loss: 1.2397, grad_norm: 5.9652 2021-03-14 14:38:32,136 - mmaction - INFO - Epoch [64][780/1253] lr: 7.500e-04, eta: 9:40:01, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7000, top5_acc: 0.8742, loss_cls: 1.2184, loss: 1.2184, grad_norm: 5.9451 2021-03-14 14:38:44,404 - mmaction - INFO - Epoch [64][800/1253] lr: 7.500e-04, eta: 9:39:44, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7083, top5_acc: 0.8810, loss_cls: 1.1735, loss: 1.1735, grad_norm: 5.7816 2021-03-14 14:38:56,634 - mmaction - INFO - Epoch [64][820/1253] lr: 7.500e-04, eta: 9:39:27, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7026, top5_acc: 0.8852, loss_cls: 1.1957, loss: 1.1957, grad_norm: 5.8568 2021-03-14 14:39:08,925 - mmaction - INFO - Epoch [64][840/1253] lr: 7.500e-04, eta: 9:39:10, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7117, top5_acc: 0.8781, loss_cls: 1.2011, loss: 1.2011, grad_norm: 5.8879 2021-03-14 14:39:21,284 - mmaction - INFO - Epoch [64][860/1253] lr: 7.500e-04, eta: 9:38:53, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7013, top5_acc: 0.8766, loss_cls: 1.2676, loss: 1.2676, grad_norm: 5.9749 2021-03-14 14:39:33,542 - mmaction - INFO - Epoch [64][880/1253] lr: 7.500e-04, eta: 9:38:36, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7081, top5_acc: 0.8818, loss_cls: 1.1878, loss: 1.1878, grad_norm: 5.8525 2021-03-14 14:39:45,882 - mmaction - INFO - Epoch [64][900/1253] lr: 7.500e-04, eta: 9:38:19, time: 0.617, data_time: 0.004, memory: 8809, top1_acc: 0.7159, top5_acc: 0.8878, loss_cls: 1.1671, loss: 1.1671, grad_norm: 5.8050 2021-03-14 14:39:58,154 - mmaction - INFO - Epoch [64][920/1253] lr: 7.500e-04, eta: 9:38:02, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7117, top5_acc: 0.8815, loss_cls: 1.2035, loss: 1.2035, grad_norm: 5.8753 2021-03-14 14:40:10,494 - mmaction - INFO - Epoch [64][940/1253] lr: 7.500e-04, eta: 9:37:45, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.6990, top5_acc: 0.8779, loss_cls: 1.2267, loss: 1.2267, grad_norm: 5.8665 2021-03-14 14:40:22,792 - mmaction - INFO - Epoch [64][960/1253] lr: 7.500e-04, eta: 9:37:28, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7039, top5_acc: 0.8755, loss_cls: 1.1851, loss: 1.1851, grad_norm: 5.8664 2021-03-14 14:40:35,035 - mmaction - INFO - Epoch [64][980/1253] lr: 7.500e-04, eta: 9:37:11, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7016, top5_acc: 0.8706, loss_cls: 1.2419, loss: 1.2419, grad_norm: 5.9789 2021-03-14 14:40:47,234 - mmaction - INFO - Epoch [64][1000/1253] lr: 7.500e-04, eta: 9:36:54, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7021, top5_acc: 0.8781, loss_cls: 1.2244, loss: 1.2244, grad_norm: 5.9006 2021-03-14 14:40:59,597 - mmaction - INFO - Epoch [64][1020/1253] lr: 7.500e-04, eta: 9:36:37, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.1819, loss: 1.1819, grad_norm: 5.8477 2021-03-14 14:41:11,890 - mmaction - INFO - Epoch [64][1040/1253] lr: 7.500e-04, eta: 9:36:20, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7091, top5_acc: 0.8828, loss_cls: 1.1879, loss: 1.1879, grad_norm: 5.8931 2021-03-14 14:41:24,253 - mmaction - INFO - Epoch [64][1060/1253] lr: 7.500e-04, eta: 9:36:03, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7057, top5_acc: 0.8826, loss_cls: 1.2073, loss: 1.2073, grad_norm: 5.9944 2021-03-14 14:41:36,607 - mmaction - INFO - Epoch [64][1080/1253] lr: 7.500e-04, eta: 9:35:46, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7036, top5_acc: 0.8698, loss_cls: 1.2355, loss: 1.2355, grad_norm: 6.0385 2021-03-14 14:41:48,943 - mmaction - INFO - Epoch [64][1100/1253] lr: 7.500e-04, eta: 9:35:29, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6865, top5_acc: 0.8706, loss_cls: 1.2737, loss: 1.2737, grad_norm: 6.1282 2021-03-14 14:42:01,197 - mmaction - INFO - Epoch [64][1120/1253] lr: 7.500e-04, eta: 9:35:12, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7031, top5_acc: 0.8768, loss_cls: 1.2003, loss: 1.2003, grad_norm: 5.8128 2021-03-14 14:42:13,538 - mmaction - INFO - Epoch [64][1140/1253] lr: 7.500e-04, eta: 9:34:56, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8745, loss_cls: 1.2303, loss: 1.2303, grad_norm: 5.9298 2021-03-14 14:42:25,788 - mmaction - INFO - Epoch [64][1160/1253] lr: 7.500e-04, eta: 9:34:39, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7086, top5_acc: 0.8747, loss_cls: 1.2107, loss: 1.2107, grad_norm: 5.9360 2021-03-14 14:42:38,067 - mmaction - INFO - Epoch [64][1180/1253] lr: 7.500e-04, eta: 9:34:22, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7083, top5_acc: 0.8805, loss_cls: 1.1922, loss: 1.1922, grad_norm: 5.8859 2021-03-14 14:42:50,407 - mmaction - INFO - Epoch [64][1200/1253] lr: 7.500e-04, eta: 9:34:05, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7013, top5_acc: 0.8779, loss_cls: 1.2243, loss: 1.2243, grad_norm: 5.9086 2021-03-14 14:43:02,601 - mmaction - INFO - Epoch [64][1220/1253] lr: 7.500e-04, eta: 9:33:48, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6977, top5_acc: 0.8648, loss_cls: 1.2452, loss: 1.2452, grad_norm: 5.9041 2021-03-14 14:43:14,796 - mmaction - INFO - Epoch [64][1240/1253] lr: 7.500e-04, eta: 9:33:31, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.2235, loss: 1.2235, grad_norm: 5.9165 2021-03-14 14:46:51,835 - mmaction - INFO - Epoch [65][20/1253] lr: 7.500e-04, eta: 9:34:48, time: 10.372, data_time: 9.744, memory: 8809, top1_acc: 0.7068, top5_acc: 0.8742, loss_cls: 1.2147, loss: 1.2147, grad_norm: 5.8391 2021-03-14 14:47:04,128 - mmaction - INFO - Epoch [65][40/1253] lr: 7.500e-04, eta: 9:34:31, time: 0.615, data_time: 0.004, memory: 8809, top1_acc: 0.7104, top5_acc: 0.8909, loss_cls: 1.1673, loss: 1.1673, grad_norm: 5.8609 2021-03-14 14:47:16,438 - mmaction - INFO - Epoch [65][60/1253] lr: 7.500e-04, eta: 9:34:14, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7070, top5_acc: 0.8755, loss_cls: 1.2094, loss: 1.2094, grad_norm: 5.9625 2021-03-14 14:47:28,721 - mmaction - INFO - Epoch [65][80/1253] lr: 7.500e-04, eta: 9:33:57, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7005, top5_acc: 0.8745, loss_cls: 1.2390, loss: 1.2390, grad_norm: 5.9800 2021-03-14 14:47:40,983 - mmaction - INFO - Epoch [65][100/1253] lr: 7.500e-04, eta: 9:33:40, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8802, loss_cls: 1.2015, loss: 1.2015, grad_norm: 5.8649 2021-03-14 14:47:53,175 - mmaction - INFO - Epoch [65][120/1253] lr: 7.500e-04, eta: 9:33:23, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7122, top5_acc: 0.8768, loss_cls: 1.1998, loss: 1.1998, grad_norm: 5.9068 2021-03-14 14:48:05,354 - mmaction - INFO - Epoch [65][140/1253] lr: 7.500e-04, eta: 9:33:06, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7216, top5_acc: 0.8867, loss_cls: 1.1559, loss: 1.1559, grad_norm: 5.8175 2021-03-14 14:48:17,531 - mmaction - INFO - Epoch [65][160/1253] lr: 7.500e-04, eta: 9:32:49, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7133, top5_acc: 0.8807, loss_cls: 1.1881, loss: 1.1881, grad_norm: 5.9135 2021-03-14 14:48:29,766 - mmaction - INFO - Epoch [65][180/1253] lr: 7.500e-04, eta: 9:32:32, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7076, top5_acc: 0.8807, loss_cls: 1.1887, loss: 1.1887, grad_norm: 5.8279 2021-03-14 14:48:42,059 - mmaction - INFO - Epoch [65][200/1253] lr: 7.500e-04, eta: 9:32:15, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7068, top5_acc: 0.8753, loss_cls: 1.2057, loss: 1.2057, grad_norm: 5.8633 2021-03-14 14:48:54,354 - mmaction - INFO - Epoch [65][220/1253] lr: 7.500e-04, eta: 9:31:58, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7076, top5_acc: 0.8760, loss_cls: 1.2062, loss: 1.2062, grad_norm: 5.9178 2021-03-14 14:49:06,704 - mmaction - INFO - Epoch [65][240/1253] lr: 7.500e-04, eta: 9:31:41, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7180, top5_acc: 0.8820, loss_cls: 1.1627, loss: 1.1627, grad_norm: 5.7568 2021-03-14 14:49:18,938 - mmaction - INFO - Epoch [65][260/1253] lr: 7.500e-04, eta: 9:31:24, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7117, top5_acc: 0.8781, loss_cls: 1.1918, loss: 1.1918, grad_norm: 5.9908 2021-03-14 14:49:31,213 - mmaction - INFO - Epoch [65][280/1253] lr: 7.500e-04, eta: 9:31:07, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7208, top5_acc: 0.8849, loss_cls: 1.1642, loss: 1.1642, grad_norm: 5.7892 2021-03-14 14:49:43,589 - mmaction - INFO - Epoch [65][300/1253] lr: 7.500e-04, eta: 9:30:50, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7000, top5_acc: 0.8693, loss_cls: 1.2431, loss: 1.2431, grad_norm: 6.0144 2021-03-14 14:49:55,869 - mmaction - INFO - Epoch [65][320/1253] lr: 7.500e-04, eta: 9:30:33, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6990, top5_acc: 0.8721, loss_cls: 1.2409, loss: 1.2409, grad_norm: 5.9857 2021-03-14 14:50:08,161 - mmaction - INFO - Epoch [65][340/1253] lr: 7.500e-04, eta: 9:30:16, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7026, top5_acc: 0.8799, loss_cls: 1.1939, loss: 1.1939, grad_norm: 5.8787 2021-03-14 14:50:20,409 - mmaction - INFO - Epoch [65][360/1253] lr: 7.500e-04, eta: 9:29:59, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7055, top5_acc: 0.8729, loss_cls: 1.1933, loss: 1.1933, grad_norm: 5.8024 2021-03-14 14:50:32,742 - mmaction - INFO - Epoch [65][380/1253] lr: 7.500e-04, eta: 9:29:43, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8721, loss_cls: 1.2186, loss: 1.2186, grad_norm: 5.8917 2021-03-14 14:50:44,926 - mmaction - INFO - Epoch [65][400/1253] lr: 7.500e-04, eta: 9:29:26, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7055, top5_acc: 0.8786, loss_cls: 1.1899, loss: 1.1899, grad_norm: 5.8713 2021-03-14 14:50:57,195 - mmaction - INFO - Epoch [65][420/1253] lr: 7.500e-04, eta: 9:29:09, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7125, top5_acc: 0.8755, loss_cls: 1.2014, loss: 1.2014, grad_norm: 5.8228 2021-03-14 14:51:09,468 - mmaction - INFO - Epoch [65][440/1253] lr: 7.500e-04, eta: 9:28:52, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7039, top5_acc: 0.8734, loss_cls: 1.2116, loss: 1.2116, grad_norm: 5.8991 2021-03-14 14:51:21,805 - mmaction - INFO - Epoch [65][460/1253] lr: 7.500e-04, eta: 9:28:35, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7099, top5_acc: 0.8818, loss_cls: 1.2000, loss: 1.2000, grad_norm: 5.8535 2021-03-14 14:51:33,961 - mmaction - INFO - Epoch [65][480/1253] lr: 7.500e-04, eta: 9:28:18, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7138, top5_acc: 0.8857, loss_cls: 1.1536, loss: 1.1536, grad_norm: 5.8147 2021-03-14 14:51:46,219 - mmaction - INFO - Epoch [65][500/1253] lr: 7.500e-04, eta: 9:28:01, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7125, top5_acc: 0.8729, loss_cls: 1.2138, loss: 1.2138, grad_norm: 5.8794 2021-03-14 14:51:58,535 - mmaction - INFO - Epoch [65][520/1253] lr: 7.500e-04, eta: 9:27:44, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6961, top5_acc: 0.8693, loss_cls: 1.2168, loss: 1.2168, grad_norm: 6.0174 2021-03-14 14:52:10,805 - mmaction - INFO - Epoch [65][540/1253] lr: 7.500e-04, eta: 9:27:27, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7096, top5_acc: 0.8852, loss_cls: 1.1753, loss: 1.1753, grad_norm: 5.8837 2021-03-14 14:52:22,991 - mmaction - INFO - Epoch [65][560/1253] lr: 7.500e-04, eta: 9:27:10, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7060, top5_acc: 0.8758, loss_cls: 1.1996, loss: 1.1996, grad_norm: 5.8446 2021-03-14 14:52:35,243 - mmaction - INFO - Epoch [65][580/1253] lr: 7.500e-04, eta: 9:26:53, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6885, top5_acc: 0.8701, loss_cls: 1.2698, loss: 1.2698, grad_norm: 6.0898 2021-03-14 14:52:47,502 - mmaction - INFO - Epoch [65][600/1253] lr: 7.500e-04, eta: 9:26:36, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7034, top5_acc: 0.8792, loss_cls: 1.2081, loss: 1.2081, grad_norm: 5.8924 2021-03-14 14:52:59,721 - mmaction - INFO - Epoch [65][620/1253] lr: 7.500e-04, eta: 9:26:19, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7115, top5_acc: 0.8773, loss_cls: 1.1872, loss: 1.1872, grad_norm: 5.8908 2021-03-14 14:53:11,989 - mmaction - INFO - Epoch [65][640/1253] lr: 7.500e-04, eta: 9:26:02, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1664, loss: 1.1664, grad_norm: 5.8347 2021-03-14 14:53:24,180 - mmaction - INFO - Epoch [65][660/1253] lr: 7.500e-04, eta: 9:25:45, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7034, top5_acc: 0.8805, loss_cls: 1.1977, loss: 1.1977, grad_norm: 6.0110 2021-03-14 14:53:36,430 - mmaction - INFO - Epoch [65][680/1253] lr: 7.500e-04, eta: 9:25:28, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7057, top5_acc: 0.8831, loss_cls: 1.2146, loss: 1.2146, grad_norm: 6.0137 2021-03-14 14:53:48,718 - mmaction - INFO - Epoch [65][700/1253] lr: 7.500e-04, eta: 9:25:11, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8750, loss_cls: 1.2350, loss: 1.2350, grad_norm: 5.9207 2021-03-14 14:54:01,025 - mmaction - INFO - Epoch [65][720/1253] lr: 7.500e-04, eta: 9:24:54, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6898, top5_acc: 0.8615, loss_cls: 1.2743, loss: 1.2743, grad_norm: 6.0235 2021-03-14 14:54:13,268 - mmaction - INFO - Epoch [65][740/1253] lr: 7.500e-04, eta: 9:24:37, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7044, top5_acc: 0.8786, loss_cls: 1.2321, loss: 1.2321, grad_norm: 5.9900 2021-03-14 14:54:25,466 - mmaction - INFO - Epoch [65][760/1253] lr: 7.500e-04, eta: 9:24:20, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8714, loss_cls: 1.2109, loss: 1.2109, grad_norm: 5.9500 2021-03-14 14:54:37,693 - mmaction - INFO - Epoch [65][780/1253] lr: 7.500e-04, eta: 9:24:04, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6922, top5_acc: 0.8740, loss_cls: 1.2343, loss: 1.2343, grad_norm: 6.0121 2021-03-14 14:54:49,993 - mmaction - INFO - Epoch [65][800/1253] lr: 7.500e-04, eta: 9:23:47, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7078, top5_acc: 0.8786, loss_cls: 1.2137, loss: 1.2137, grad_norm: 5.9621 2021-03-14 14:55:02,304 - mmaction - INFO - Epoch [65][820/1253] lr: 7.500e-04, eta: 9:23:30, time: 0.616, data_time: 0.004, memory: 8809, top1_acc: 0.6857, top5_acc: 0.8721, loss_cls: 1.2557, loss: 1.2557, grad_norm: 6.1321 2021-03-14 14:55:14,690 - mmaction - INFO - Epoch [65][840/1253] lr: 7.500e-04, eta: 9:23:13, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8750, loss_cls: 1.2002, loss: 1.2002, grad_norm: 5.8569 2021-03-14 14:55:27,052 - mmaction - INFO - Epoch [65][860/1253] lr: 7.500e-04, eta: 9:22:56, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7021, top5_acc: 0.8727, loss_cls: 1.2409, loss: 1.2409, grad_norm: 6.0114 2021-03-14 14:55:39,438 - mmaction - INFO - Epoch [65][880/1253] lr: 7.500e-04, eta: 9:22:39, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7076, top5_acc: 0.8750, loss_cls: 1.2235, loss: 1.2235, grad_norm: 5.9919 2021-03-14 14:55:51,851 - mmaction - INFO - Epoch [65][900/1253] lr: 7.500e-04, eta: 9:22:22, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.7016, top5_acc: 0.8799, loss_cls: 1.2268, loss: 1.2268, grad_norm: 5.9850 2021-03-14 14:56:04,171 - mmaction - INFO - Epoch [65][920/1253] lr: 7.500e-04, eta: 9:22:06, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7049, top5_acc: 0.8724, loss_cls: 1.2219, loss: 1.2219, grad_norm: 5.9849 2021-03-14 14:56:16,385 - mmaction - INFO - Epoch [65][940/1253] lr: 7.500e-04, eta: 9:21:49, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6964, top5_acc: 0.8786, loss_cls: 1.2460, loss: 1.2460, grad_norm: 6.0776 2021-03-14 14:56:28,662 - mmaction - INFO - Epoch [65][960/1253] lr: 7.500e-04, eta: 9:21:32, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7099, top5_acc: 0.8841, loss_cls: 1.1704, loss: 1.1704, grad_norm: 5.8142 2021-03-14 14:56:40,943 - mmaction - INFO - Epoch [65][980/1253] lr: 7.500e-04, eta: 9:21:15, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7036, top5_acc: 0.8805, loss_cls: 1.2171, loss: 1.2171, grad_norm: 5.9283 2021-03-14 14:56:53,298 - mmaction - INFO - Epoch [65][1000/1253] lr: 7.500e-04, eta: 9:20:58, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7016, top5_acc: 0.8729, loss_cls: 1.2328, loss: 1.2328, grad_norm: 5.9515 2021-03-14 14:57:05,408 - mmaction - INFO - Epoch [65][1020/1253] lr: 7.500e-04, eta: 9:20:41, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.1713, loss: 1.1713, grad_norm: 5.8202 2021-03-14 14:57:17,713 - mmaction - INFO - Epoch [65][1040/1253] lr: 7.500e-04, eta: 9:20:24, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6966, top5_acc: 0.8750, loss_cls: 1.2273, loss: 1.2273, grad_norm: 5.9365 2021-03-14 14:57:29,972 - mmaction - INFO - Epoch [65][1060/1253] lr: 7.500e-04, eta: 9:20:07, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7034, top5_acc: 0.8753, loss_cls: 1.2135, loss: 1.2135, grad_norm: 5.9128 2021-03-14 14:57:42,247 - mmaction - INFO - Epoch [65][1080/1253] lr: 7.500e-04, eta: 9:19:50, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.2034, loss: 1.2034, grad_norm: 5.8738 2021-03-14 14:57:54,560 - mmaction - INFO - Epoch [65][1100/1253] lr: 7.500e-04, eta: 9:19:34, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7018, top5_acc: 0.8750, loss_cls: 1.2508, loss: 1.2508, grad_norm: 5.9983 2021-03-14 14:58:06,840 - mmaction - INFO - Epoch [65][1120/1253] lr: 7.500e-04, eta: 9:19:17, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7023, top5_acc: 0.8747, loss_cls: 1.2373, loss: 1.2373, grad_norm: 6.0244 2021-03-14 14:58:19,114 - mmaction - INFO - Epoch [65][1140/1253] lr: 7.500e-04, eta: 9:19:00, time: 0.613, data_time: 0.000, memory: 8809, top1_acc: 0.7096, top5_acc: 0.8859, loss_cls: 1.1792, loss: 1.1792, grad_norm: 5.8492 2021-03-14 14:58:31,463 - mmaction - INFO - Epoch [65][1160/1253] lr: 7.500e-04, eta: 9:18:43, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7091, top5_acc: 0.8841, loss_cls: 1.1815, loss: 1.1815, grad_norm: 5.8489 2021-03-14 14:58:43,812 - mmaction - INFO - Epoch [65][1180/1253] lr: 7.500e-04, eta: 9:18:26, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6992, top5_acc: 0.8776, loss_cls: 1.2205, loss: 1.2205, grad_norm: 5.9266 2021-03-14 14:58:55,985 - mmaction - INFO - Epoch [65][1200/1253] lr: 7.500e-04, eta: 9:18:09, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7198, top5_acc: 0.8883, loss_cls: 1.1796, loss: 1.1796, grad_norm: 5.9586 2021-03-14 14:59:08,283 - mmaction - INFO - Epoch [65][1220/1253] lr: 7.500e-04, eta: 9:17:52, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7151, top5_acc: 0.8740, loss_cls: 1.2070, loss: 1.2070, grad_norm: 5.9329 2021-03-14 14:59:20,609 - mmaction - INFO - Epoch [65][1240/1253] lr: 7.500e-04, eta: 9:17:36, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7102, top5_acc: 0.8799, loss_cls: 1.2045, loss: 1.2045, grad_norm: 5.8742 2021-03-14 15:03:02,230 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-03-14 15:03:03,206 - mmaction - INFO - top1_acc 0.6976 top5_acc 0.8867 2021-03-14 15:03:03,207 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-03-14 15:03:03,246 - mmaction - INFO - mean_acc 0.6975 2021-03-14 15:03:03,709 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_65.pth. 2021-03-14 15:03:03,709 - mmaction - INFO - Best top1_acc is 0.6976 at 65 epoch. 2021-03-14 15:03:03,729 - mmaction - INFO - Epoch(val) [65][1253] top1_acc: 0.6976, top5_acc: 0.8867, mean_class_accuracy: 0.6975 2021-03-14 15:06:27,237 - mmaction - INFO - Epoch [66][20/1253] lr: 7.500e-04, eta: 9:18:46, time: 10.175, data_time: 9.539, memory: 8809, top1_acc: 0.7086, top5_acc: 0.8878, loss_cls: 1.1658, loss: 1.1658, grad_norm: 5.9520 2021-03-14 15:06:39,445 - mmaction - INFO - Epoch [66][40/1253] lr: 7.500e-04, eta: 9:18:29, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8779, loss_cls: 1.2052, loss: 1.2052, grad_norm: 5.9776 2021-03-14 15:06:51,665 - mmaction - INFO - Epoch [66][60/1253] lr: 7.500e-04, eta: 9:18:12, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7044, top5_acc: 0.8734, loss_cls: 1.2081, loss: 1.2081, grad_norm: 5.7920 2021-03-14 15:07:03,795 - mmaction - INFO - Epoch [66][80/1253] lr: 7.500e-04, eta: 9:17:55, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.7190, top5_acc: 0.8833, loss_cls: 1.1672, loss: 1.1672, grad_norm: 5.8081 2021-03-14 15:07:16,168 - mmaction - INFO - Epoch [66][100/1253] lr: 7.500e-04, eta: 9:17:39, time: 0.619, data_time: 0.004, memory: 8809, top1_acc: 0.6922, top5_acc: 0.8706, loss_cls: 1.2752, loss: 1.2752, grad_norm: 6.1774 2021-03-14 15:07:28,404 - mmaction - INFO - Epoch [66][120/1253] lr: 7.500e-04, eta: 9:17:22, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7117, top5_acc: 0.8807, loss_cls: 1.2014, loss: 1.2014, grad_norm: 5.9444 2021-03-14 15:07:40,761 - mmaction - INFO - Epoch [66][140/1253] lr: 7.500e-04, eta: 9:17:05, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7081, top5_acc: 0.8820, loss_cls: 1.1674, loss: 1.1674, grad_norm: 5.8919 2021-03-14 15:07:52,999 - mmaction - INFO - Epoch [66][160/1253] lr: 7.500e-04, eta: 9:16:48, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7083, top5_acc: 0.8789, loss_cls: 1.2118, loss: 1.2118, grad_norm: 5.9041 2021-03-14 15:08:05,220 - mmaction - INFO - Epoch [66][180/1253] lr: 7.500e-04, eta: 9:16:31, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6979, top5_acc: 0.8716, loss_cls: 1.2593, loss: 1.2593, grad_norm: 6.1043 2021-03-14 15:08:17,533 - mmaction - INFO - Epoch [66][200/1253] lr: 7.500e-04, eta: 9:16:14, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8737, loss_cls: 1.1800, loss: 1.1800, grad_norm: 5.7792 2021-03-14 15:08:29,898 - mmaction - INFO - Epoch [66][220/1253] lr: 7.500e-04, eta: 9:15:57, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7018, top5_acc: 0.8742, loss_cls: 1.1964, loss: 1.1964, grad_norm: 5.9542 2021-03-14 15:08:42,226 - mmaction - INFO - Epoch [66][240/1253] lr: 7.500e-04, eta: 9:15:40, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6862, top5_acc: 0.8630, loss_cls: 1.2837, loss: 1.2837, grad_norm: 6.1390 2021-03-14 15:08:54,541 - mmaction - INFO - Epoch [66][260/1253] lr: 7.500e-04, eta: 9:15:23, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7068, top5_acc: 0.8784, loss_cls: 1.1954, loss: 1.1954, grad_norm: 5.9635 2021-03-14 15:09:06,998 - mmaction - INFO - Epoch [66][280/1253] lr: 7.500e-04, eta: 9:15:07, time: 0.623, data_time: 0.002, memory: 8809, top1_acc: 0.7089, top5_acc: 0.8844, loss_cls: 1.1904, loss: 1.1904, grad_norm: 5.9593 2021-03-14 15:09:19,296 - mmaction - INFO - Epoch [66][300/1253] lr: 7.500e-04, eta: 9:14:50, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8727, loss_cls: 1.2347, loss: 1.2347, grad_norm: 5.9475 2021-03-14 15:09:31,595 - mmaction - INFO - Epoch [66][320/1253] lr: 7.500e-04, eta: 9:14:33, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7029, top5_acc: 0.8781, loss_cls: 1.2110, loss: 1.2110, grad_norm: 5.9834 2021-03-14 15:09:43,766 - mmaction - INFO - Epoch [66][340/1253] lr: 7.500e-04, eta: 9:14:16, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7044, top5_acc: 0.8784, loss_cls: 1.1978, loss: 1.1978, grad_norm: 5.9873 2021-03-14 15:09:56,008 - mmaction - INFO - Epoch [66][360/1253] lr: 7.500e-04, eta: 9:13:59, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8724, loss_cls: 1.2052, loss: 1.2052, grad_norm: 6.0088 2021-03-14 15:10:08,338 - mmaction - INFO - Epoch [66][380/1253] lr: 7.500e-04, eta: 9:13:42, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7104, top5_acc: 0.8826, loss_cls: 1.2077, loss: 1.2077, grad_norm: 6.0845 2021-03-14 15:10:20,577 - mmaction - INFO - Epoch [66][400/1253] lr: 7.500e-04, eta: 9:13:25, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7115, top5_acc: 0.8849, loss_cls: 1.1655, loss: 1.1655, grad_norm: 5.8320 2021-03-14 15:10:32,855 - mmaction - INFO - Epoch [66][420/1253] lr: 7.500e-04, eta: 9:13:08, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7120, top5_acc: 0.8857, loss_cls: 1.1790, loss: 1.1790, grad_norm: 5.9782 2021-03-14 15:10:45,024 - mmaction - INFO - Epoch [66][440/1253] lr: 7.500e-04, eta: 9:12:51, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7049, top5_acc: 0.8826, loss_cls: 1.1745, loss: 1.1745, grad_norm: 5.8543 2021-03-14 15:10:57,158 - mmaction - INFO - Epoch [66][460/1253] lr: 7.500e-04, eta: 9:12:35, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.7078, top5_acc: 0.8815, loss_cls: 1.1855, loss: 1.1855, grad_norm: 5.9601 2021-03-14 15:11:09,363 - mmaction - INFO - Epoch [66][480/1253] lr: 7.500e-04, eta: 9:12:18, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7052, top5_acc: 0.8760, loss_cls: 1.1983, loss: 1.1983, grad_norm: 5.9440 2021-03-14 15:11:21,703 - mmaction - INFO - Epoch [66][500/1253] lr: 7.500e-04, eta: 9:12:01, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7109, top5_acc: 0.8747, loss_cls: 1.2083, loss: 1.2083, grad_norm: 5.8987 2021-03-14 15:11:34,074 - mmaction - INFO - Epoch [66][520/1253] lr: 7.500e-04, eta: 9:11:44, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7036, top5_acc: 0.8820, loss_cls: 1.2063, loss: 1.2063, grad_norm: 6.0243 2021-03-14 15:11:46,347 - mmaction - INFO - Epoch [66][540/1253] lr: 7.500e-04, eta: 9:11:27, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6974, top5_acc: 0.8721, loss_cls: 1.2396, loss: 1.2396, grad_norm: 6.0558 2021-03-14 15:11:58,711 - mmaction - INFO - Epoch [66][560/1253] lr: 7.500e-04, eta: 9:11:10, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2357, loss: 1.2357, grad_norm: 6.0323 2021-03-14 15:12:10,924 - mmaction - INFO - Epoch [66][580/1253] lr: 7.500e-04, eta: 9:10:53, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7081, top5_acc: 0.8823, loss_cls: 1.1977, loss: 1.1977, grad_norm: 5.9098 2021-03-14 15:12:23,202 - mmaction - INFO - Epoch [66][600/1253] lr: 7.500e-04, eta: 9:10:37, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7031, top5_acc: 0.8799, loss_cls: 1.1846, loss: 1.1846, grad_norm: 5.9825 2021-03-14 15:12:35,551 - mmaction - INFO - Epoch [66][620/1253] lr: 7.500e-04, eta: 9:10:20, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8719, loss_cls: 1.2197, loss: 1.2197, grad_norm: 6.0639 2021-03-14 15:12:47,814 - mmaction - INFO - Epoch [66][640/1253] lr: 7.500e-04, eta: 9:10:03, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7073, top5_acc: 0.8750, loss_cls: 1.2130, loss: 1.2130, grad_norm: 5.9308 2021-03-14 15:13:00,099 - mmaction - INFO - Epoch [66][660/1253] lr: 7.500e-04, eta: 9:09:46, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7023, top5_acc: 0.8768, loss_cls: 1.2334, loss: 1.2334, grad_norm: 6.0464 2021-03-14 15:13:12,425 - mmaction - INFO - Epoch [66][680/1253] lr: 7.500e-04, eta: 9:09:29, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7130, top5_acc: 0.8755, loss_cls: 1.2073, loss: 1.2073, grad_norm: 5.9126 2021-03-14 15:13:24,690 - mmaction - INFO - Epoch [66][700/1253] lr: 7.500e-04, eta: 9:09:12, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6990, top5_acc: 0.8786, loss_cls: 1.2114, loss: 1.2114, grad_norm: 6.0409 2021-03-14 15:13:36,883 - mmaction - INFO - Epoch [66][720/1253] lr: 7.500e-04, eta: 9:08:55, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7089, top5_acc: 0.8812, loss_cls: 1.1782, loss: 1.1782, grad_norm: 5.9393 2021-03-14 15:13:49,212 - mmaction - INFO - Epoch [66][740/1253] lr: 7.500e-04, eta: 9:08:39, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7034, top5_acc: 0.8734, loss_cls: 1.2085, loss: 1.2085, grad_norm: 6.0142 2021-03-14 15:14:01,699 - mmaction - INFO - Epoch [66][760/1253] lr: 7.500e-04, eta: 9:08:22, time: 0.623, data_time: 0.002, memory: 8809, top1_acc: 0.6997, top5_acc: 0.8747, loss_cls: 1.2300, loss: 1.2300, grad_norm: 5.9794 2021-03-14 15:14:14,044 - mmaction - INFO - Epoch [66][780/1253] lr: 7.500e-04, eta: 9:08:05, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7070, top5_acc: 0.8688, loss_cls: 1.2386, loss: 1.2386, grad_norm: 6.0441 2021-03-14 15:14:26,325 - mmaction - INFO - Epoch [66][800/1253] lr: 7.500e-04, eta: 9:07:48, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8786, loss_cls: 1.1998, loss: 1.1998, grad_norm: 5.8924 2021-03-14 15:14:38,538 - mmaction - INFO - Epoch [66][820/1253] lr: 7.500e-04, eta: 9:07:31, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7120, top5_acc: 0.8763, loss_cls: 1.2130, loss: 1.2130, grad_norm: 5.9050 2021-03-14 15:14:50,779 - mmaction - INFO - Epoch [66][840/1253] lr: 7.500e-04, eta: 9:07:15, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8820, loss_cls: 1.2098, loss: 1.2098, grad_norm: 5.9340 2021-03-14 15:15:03,093 - mmaction - INFO - Epoch [66][860/1253] lr: 7.500e-04, eta: 9:06:58, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7133, top5_acc: 0.8734, loss_cls: 1.2036, loss: 1.2036, grad_norm: 5.9856 2021-03-14 15:15:15,477 - mmaction - INFO - Epoch [66][880/1253] lr: 7.500e-04, eta: 9:06:41, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.6995, top5_acc: 0.8818, loss_cls: 1.2014, loss: 1.2014, grad_norm: 5.9851 2021-03-14 15:15:27,725 - mmaction - INFO - Epoch [66][900/1253] lr: 7.500e-04, eta: 9:06:24, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7107, top5_acc: 0.8729, loss_cls: 1.2122, loss: 1.2122, grad_norm: 6.0589 2021-03-14 15:15:39,977 - mmaction - INFO - Epoch [66][920/1253] lr: 7.500e-04, eta: 9:06:07, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7013, top5_acc: 0.8833, loss_cls: 1.2081, loss: 1.2081, grad_norm: 6.0004 2021-03-14 15:15:52,290 - mmaction - INFO - Epoch [66][940/1253] lr: 7.500e-04, eta: 9:05:50, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6883, top5_acc: 0.8622, loss_cls: 1.2836, loss: 1.2836, grad_norm: 6.2063 2021-03-14 15:16:04,551 - mmaction - INFO - Epoch [66][960/1253] lr: 7.500e-04, eta: 9:05:34, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7188, top5_acc: 0.8789, loss_cls: 1.1614, loss: 1.1614, grad_norm: 5.8669 2021-03-14 15:16:16,764 - mmaction - INFO - Epoch [66][980/1253] lr: 7.500e-04, eta: 9:05:17, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7049, top5_acc: 0.8802, loss_cls: 1.2007, loss: 1.2007, grad_norm: 6.0674 2021-03-14 15:16:29,036 - mmaction - INFO - Epoch [66][1000/1253] lr: 7.500e-04, eta: 9:05:00, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7081, top5_acc: 0.8794, loss_cls: 1.1938, loss: 1.1938, grad_norm: 5.9748 2021-03-14 15:16:41,252 - mmaction - INFO - Epoch [66][1020/1253] lr: 7.500e-04, eta: 9:04:43, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7130, top5_acc: 0.8792, loss_cls: 1.1862, loss: 1.1862, grad_norm: 5.8845 2021-03-14 15:16:53,608 - mmaction - INFO - Epoch [66][1040/1253] lr: 7.500e-04, eta: 9:04:26, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8807, loss_cls: 1.2088, loss: 1.2088, grad_norm: 5.9742 2021-03-14 15:17:05,837 - mmaction - INFO - Epoch [66][1060/1253] lr: 7.500e-04, eta: 9:04:10, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6977, top5_acc: 0.8781, loss_cls: 1.2385, loss: 1.2385, grad_norm: 6.0562 2021-03-14 15:17:18,138 - mmaction - INFO - Epoch [66][1080/1253] lr: 7.500e-04, eta: 9:03:53, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7039, top5_acc: 0.8784, loss_cls: 1.2144, loss: 1.2144, grad_norm: 6.0822 2021-03-14 15:17:30,375 - mmaction - INFO - Epoch [66][1100/1253] lr: 7.500e-04, eta: 9:03:36, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7078, top5_acc: 0.8875, loss_cls: 1.1729, loss: 1.1729, grad_norm: 5.9917 2021-03-14 15:17:42,530 - mmaction - INFO - Epoch [66][1120/1253] lr: 7.500e-04, eta: 9:03:19, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7029, top5_acc: 0.8784, loss_cls: 1.2094, loss: 1.2094, grad_norm: 6.0009 2021-03-14 15:17:54,723 - mmaction - INFO - Epoch [66][1140/1253] lr: 7.500e-04, eta: 9:03:02, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7016, top5_acc: 0.8823, loss_cls: 1.1904, loss: 1.1904, grad_norm: 5.9509 2021-03-14 15:18:07,161 - mmaction - INFO - Epoch [66][1160/1253] lr: 7.500e-04, eta: 9:02:46, time: 0.622, data_time: 0.001, memory: 8809, top1_acc: 0.7073, top5_acc: 0.8724, loss_cls: 1.2121, loss: 1.2121, grad_norm: 5.9243 2021-03-14 15:18:19,417 - mmaction - INFO - Epoch [66][1180/1253] lr: 7.500e-04, eta: 9:02:29, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7052, top5_acc: 0.8698, loss_cls: 1.2241, loss: 1.2241, grad_norm: 5.9881 2021-03-14 15:18:31,620 - mmaction - INFO - Epoch [66][1200/1253] lr: 7.500e-04, eta: 9:02:12, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6987, top5_acc: 0.8682, loss_cls: 1.2612, loss: 1.2612, grad_norm: 6.0816 2021-03-14 15:18:43,943 - mmaction - INFO - Epoch [66][1220/1253] lr: 7.500e-04, eta: 9:01:55, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7154, top5_acc: 0.8885, loss_cls: 1.1800, loss: 1.1800, grad_norm: 5.9142 2021-03-14 15:18:56,235 - mmaction - INFO - Epoch [66][1240/1253] lr: 7.500e-04, eta: 9:01:38, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7023, top5_acc: 0.8797, loss_cls: 1.2107, loss: 1.2107, grad_norm: 6.0500 2021-03-14 15:22:30,870 - mmaction - INFO - Epoch [67][20/1253] lr: 7.500e-04, eta: 9:02:46, time: 10.248, data_time: 9.631, memory: 8809, top1_acc: 0.7109, top5_acc: 0.8779, loss_cls: 1.2098, loss: 1.2098, grad_norm: 6.0217 2021-03-14 15:22:43,181 - mmaction - INFO - Epoch [67][40/1253] lr: 7.500e-04, eta: 9:02:29, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6974, top5_acc: 0.8732, loss_cls: 1.2150, loss: 1.2150, grad_norm: 6.0599 2021-03-14 15:22:55,531 - mmaction - INFO - Epoch [67][60/1253] lr: 7.500e-04, eta: 9:02:12, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7099, top5_acc: 0.8724, loss_cls: 1.2113, loss: 1.2113, grad_norm: 6.0279 2021-03-14 15:23:07,820 - mmaction - INFO - Epoch [67][80/1253] lr: 7.500e-04, eta: 9:01:55, time: 0.617, data_time: 0.004, memory: 8809, top1_acc: 0.7156, top5_acc: 0.8880, loss_cls: 1.1666, loss: 1.1666, grad_norm: 5.9817 2021-03-14 15:23:19,988 - mmaction - INFO - Epoch [67][100/1253] lr: 7.500e-04, eta: 9:01:38, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7070, top5_acc: 0.8844, loss_cls: 1.1882, loss: 1.1882, grad_norm: 5.9540 2021-03-14 15:23:32,217 - mmaction - INFO - Epoch [67][120/1253] lr: 7.500e-04, eta: 9:01:22, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7130, top5_acc: 0.8828, loss_cls: 1.1614, loss: 1.1614, grad_norm: 5.9317 2021-03-14 15:23:44,506 - mmaction - INFO - Epoch [67][140/1253] lr: 7.500e-04, eta: 9:01:05, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7169, top5_acc: 0.8786, loss_cls: 1.1928, loss: 1.1928, grad_norm: 5.9671 2021-03-14 15:23:56,725 - mmaction - INFO - Epoch [67][160/1253] lr: 7.500e-04, eta: 9:00:48, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7102, top5_acc: 0.8815, loss_cls: 1.1691, loss: 1.1691, grad_norm: 5.9369 2021-03-14 15:24:08,952 - mmaction - INFO - Epoch [67][180/1253] lr: 7.500e-04, eta: 9:00:31, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7068, top5_acc: 0.8846, loss_cls: 1.1688, loss: 1.1688, grad_norm: 5.8932 2021-03-14 15:24:21,130 - mmaction - INFO - Epoch [67][200/1253] lr: 7.500e-04, eta: 9:00:14, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8826, loss_cls: 1.1961, loss: 1.1961, grad_norm: 5.9627 2021-03-14 15:24:33,334 - mmaction - INFO - Epoch [67][220/1253] lr: 7.500e-04, eta: 8:59:57, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8792, loss_cls: 1.1812, loss: 1.1812, grad_norm: 5.8227 2021-03-14 15:24:45,652 - mmaction - INFO - Epoch [67][240/1253] lr: 7.500e-04, eta: 8:59:40, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7068, top5_acc: 0.8852, loss_cls: 1.1533, loss: 1.1533, grad_norm: 5.8736 2021-03-14 15:24:58,009 - mmaction - INFO - Epoch [67][260/1253] lr: 7.500e-04, eta: 8:59:24, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7073, top5_acc: 0.8758, loss_cls: 1.2253, loss: 1.2253, grad_norm: 5.9801 2021-03-14 15:25:10,247 - mmaction - INFO - Epoch [67][280/1253] lr: 7.500e-04, eta: 8:59:07, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7195, top5_acc: 0.8831, loss_cls: 1.1670, loss: 1.1670, grad_norm: 5.8726 2021-03-14 15:25:22,613 - mmaction - INFO - Epoch [67][300/1253] lr: 7.500e-04, eta: 8:58:50, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7115, top5_acc: 0.8792, loss_cls: 1.2125, loss: 1.2125, grad_norm: 6.0589 2021-03-14 15:25:34,952 - mmaction - INFO - Epoch [67][320/1253] lr: 7.500e-04, eta: 8:58:33, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7076, top5_acc: 0.8734, loss_cls: 1.2215, loss: 1.2215, grad_norm: 6.1069 2021-03-14 15:25:47,221 - mmaction - INFO - Epoch [67][340/1253] lr: 7.500e-04, eta: 8:58:16, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6969, top5_acc: 0.8703, loss_cls: 1.2405, loss: 1.2405, grad_norm: 6.1654 2021-03-14 15:25:59,470 - mmaction - INFO - Epoch [67][360/1253] lr: 7.500e-04, eta: 8:58:00, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7029, top5_acc: 0.8786, loss_cls: 1.2063, loss: 1.2063, grad_norm: 6.0109 2021-03-14 15:26:11,674 - mmaction - INFO - Epoch [67][380/1253] lr: 7.500e-04, eta: 8:57:43, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7206, top5_acc: 0.8862, loss_cls: 1.1627, loss: 1.1627, grad_norm: 5.8993 2021-03-14 15:26:23,819 - mmaction - INFO - Epoch [67][400/1253] lr: 7.500e-04, eta: 8:57:26, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8875, loss_cls: 1.1646, loss: 1.1646, grad_norm: 5.9035 2021-03-14 15:26:35,967 - mmaction - INFO - Epoch [67][420/1253] lr: 7.500e-04, eta: 8:57:09, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7096, top5_acc: 0.8781, loss_cls: 1.1863, loss: 1.1863, grad_norm: 5.8941 2021-03-14 15:26:48,152 - mmaction - INFO - Epoch [67][440/1253] lr: 7.500e-04, eta: 8:56:52, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7070, top5_acc: 0.8917, loss_cls: 1.1515, loss: 1.1515, grad_norm: 5.9876 2021-03-14 15:27:00,373 - mmaction - INFO - Epoch [67][460/1253] lr: 7.500e-04, eta: 8:56:35, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7198, top5_acc: 0.8786, loss_cls: 1.1610, loss: 1.1610, grad_norm: 5.8669 2021-03-14 15:27:12,656 - mmaction - INFO - Epoch [67][480/1253] lr: 7.500e-04, eta: 8:56:18, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7161, top5_acc: 0.8846, loss_cls: 1.1690, loss: 1.1690, grad_norm: 5.9194 2021-03-14 15:27:24,883 - mmaction - INFO - Epoch [67][500/1253] lr: 7.500e-04, eta: 8:56:02, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7143, top5_acc: 0.8794, loss_cls: 1.1713, loss: 1.1713, grad_norm: 5.8824 2021-03-14 15:27:37,181 - mmaction - INFO - Epoch [67][520/1253] lr: 7.500e-04, eta: 8:55:45, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7112, top5_acc: 0.8760, loss_cls: 1.1860, loss: 1.1860, grad_norm: 5.8478 2021-03-14 15:27:49,460 - mmaction - INFO - Epoch [67][540/1253] lr: 7.500e-04, eta: 8:55:28, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8742, loss_cls: 1.2255, loss: 1.2255, grad_norm: 6.0936 2021-03-14 15:28:01,645 - mmaction - INFO - Epoch [67][560/1253] lr: 7.500e-04, eta: 8:55:11, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7109, top5_acc: 0.8818, loss_cls: 1.1724, loss: 1.1724, grad_norm: 5.8408 2021-03-14 15:28:13,906 - mmaction - INFO - Epoch [67][580/1253] lr: 7.500e-04, eta: 8:54:54, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6956, top5_acc: 0.8760, loss_cls: 1.2189, loss: 1.2189, grad_norm: 6.1011 2021-03-14 15:28:26,229 - mmaction - INFO - Epoch [67][600/1253] lr: 7.500e-04, eta: 8:54:38, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7107, top5_acc: 0.8729, loss_cls: 1.1902, loss: 1.1902, grad_norm: 6.0199 2021-03-14 15:28:38,560 - mmaction - INFO - Epoch [67][620/1253] lr: 7.500e-04, eta: 8:54:21, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.2261, loss: 1.2261, grad_norm: 6.1502 2021-03-14 15:28:50,836 - mmaction - INFO - Epoch [67][640/1253] lr: 7.500e-04, eta: 8:54:04, time: 0.613, data_time: 0.005, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8779, loss_cls: 1.1849, loss: 1.1849, grad_norm: 5.8954 2021-03-14 15:29:03,155 - mmaction - INFO - Epoch [67][660/1253] lr: 7.500e-04, eta: 8:53:47, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7055, top5_acc: 0.8784, loss_cls: 1.2064, loss: 1.2064, grad_norm: 6.0199 2021-03-14 15:29:15,435 - mmaction - INFO - Epoch [67][680/1253] lr: 7.500e-04, eta: 8:53:31, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7117, top5_acc: 0.8846, loss_cls: 1.1571, loss: 1.1571, grad_norm: 5.8674 2021-03-14 15:29:27,741 - mmaction - INFO - Epoch [67][700/1253] lr: 7.500e-04, eta: 8:53:14, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7148, top5_acc: 0.8935, loss_cls: 1.1286, loss: 1.1286, grad_norm: 5.8621 2021-03-14 15:29:39,980 - mmaction - INFO - Epoch [67][720/1253] lr: 7.500e-04, eta: 8:52:57, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7076, top5_acc: 0.8760, loss_cls: 1.2101, loss: 1.2101, grad_norm: 6.0280 2021-03-14 15:29:52,212 - mmaction - INFO - Epoch [67][740/1253] lr: 7.500e-04, eta: 8:52:40, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7104, top5_acc: 0.8776, loss_cls: 1.2075, loss: 1.2075, grad_norm: 6.0764 2021-03-14 15:30:04,497 - mmaction - INFO - Epoch [67][760/1253] lr: 7.500e-04, eta: 8:52:23, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7081, top5_acc: 0.8768, loss_cls: 1.1937, loss: 1.1937, grad_norm: 5.9411 2021-03-14 15:30:16,798 - mmaction - INFO - Epoch [67][780/1253] lr: 7.500e-04, eta: 8:52:07, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6943, top5_acc: 0.8727, loss_cls: 1.2462, loss: 1.2462, grad_norm: 6.1569 2021-03-14 15:30:29,106 - mmaction - INFO - Epoch [67][800/1253] lr: 7.500e-04, eta: 8:51:50, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2340, loss: 1.2340, grad_norm: 6.0482 2021-03-14 15:30:41,383 - mmaction - INFO - Epoch [67][820/1253] lr: 7.500e-04, eta: 8:51:33, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7099, top5_acc: 0.8779, loss_cls: 1.2060, loss: 1.2060, grad_norm: 5.9637 2021-03-14 15:30:53,727 - mmaction - INFO - Epoch [67][840/1253] lr: 7.500e-04, eta: 8:51:16, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.6990, top5_acc: 0.8810, loss_cls: 1.2089, loss: 1.2089, grad_norm: 6.0435 2021-03-14 15:31:06,076 - mmaction - INFO - Epoch [67][860/1253] lr: 7.500e-04, eta: 8:51:00, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.6982, top5_acc: 0.8792, loss_cls: 1.2278, loss: 1.2278, grad_norm: 6.0154 2021-03-14 15:31:18,388 - mmaction - INFO - Epoch [67][880/1253] lr: 7.500e-04, eta: 8:50:43, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7065, top5_acc: 0.8823, loss_cls: 1.1841, loss: 1.1841, grad_norm: 5.9326 2021-03-14 15:31:30,726 - mmaction - INFO - Epoch [67][900/1253] lr: 7.500e-04, eta: 8:50:26, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7068, top5_acc: 0.8721, loss_cls: 1.1843, loss: 1.1843, grad_norm: 5.9148 2021-03-14 15:31:42,970 - mmaction - INFO - Epoch [67][920/1253] lr: 7.500e-04, eta: 8:50:10, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7049, top5_acc: 0.8758, loss_cls: 1.2022, loss: 1.2022, grad_norm: 6.0476 2021-03-14 15:31:55,210 - mmaction - INFO - Epoch [67][940/1253] lr: 7.500e-04, eta: 8:49:53, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7021, top5_acc: 0.8776, loss_cls: 1.2005, loss: 1.2005, grad_norm: 5.9936 2021-03-14 15:32:07,548 - mmaction - INFO - Epoch [67][960/1253] lr: 7.500e-04, eta: 8:49:36, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.6940, top5_acc: 0.8760, loss_cls: 1.2500, loss: 1.2500, grad_norm: 6.2658 2021-03-14 15:32:19,795 - mmaction - INFO - Epoch [67][980/1253] lr: 7.500e-04, eta: 8:49:19, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7029, top5_acc: 0.8758, loss_cls: 1.2273, loss: 1.2273, grad_norm: 6.0116 2021-03-14 15:32:32,163 - mmaction - INFO - Epoch [67][1000/1253] lr: 7.500e-04, eta: 8:49:03, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7099, top5_acc: 0.8784, loss_cls: 1.1937, loss: 1.1937, grad_norm: 5.9410 2021-03-14 15:32:44,425 - mmaction - INFO - Epoch [67][1020/1253] lr: 7.500e-04, eta: 8:48:46, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8773, loss_cls: 1.2302, loss: 1.2302, grad_norm: 6.1444 2021-03-14 15:32:56,727 - mmaction - INFO - Epoch [67][1040/1253] lr: 7.500e-04, eta: 8:48:29, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7117, top5_acc: 0.8763, loss_cls: 1.2150, loss: 1.2150, grad_norm: 5.9814 2021-03-14 15:33:08,976 - mmaction - INFO - Epoch [67][1060/1253] lr: 7.500e-04, eta: 8:48:12, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7102, top5_acc: 0.8805, loss_cls: 1.2034, loss: 1.2034, grad_norm: 5.9997 2021-03-14 15:33:21,265 - mmaction - INFO - Epoch [67][1080/1253] lr: 7.500e-04, eta: 8:47:56, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7013, top5_acc: 0.8685, loss_cls: 1.2352, loss: 1.2352, grad_norm: 6.0016 2021-03-14 15:33:33,607 - mmaction - INFO - Epoch [67][1100/1253] lr: 7.500e-04, eta: 8:47:39, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7195, top5_acc: 0.8859, loss_cls: 1.1554, loss: 1.1554, grad_norm: 5.9266 2021-03-14 15:33:45,925 - mmaction - INFO - Epoch [67][1120/1253] lr: 7.500e-04, eta: 8:47:22, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8747, loss_cls: 1.2138, loss: 1.2138, grad_norm: 5.9736 2021-03-14 15:33:58,137 - mmaction - INFO - Epoch [67][1140/1253] lr: 7.500e-04, eta: 8:47:05, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7039, top5_acc: 0.8802, loss_cls: 1.2156, loss: 1.2156, grad_norm: 6.1195 2021-03-14 15:34:10,420 - mmaction - INFO - Epoch [67][1160/1253] lr: 7.500e-04, eta: 8:46:49, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6995, top5_acc: 0.8734, loss_cls: 1.2261, loss: 1.2261, grad_norm: 6.1434 2021-03-14 15:34:22,714 - mmaction - INFO - Epoch [67][1180/1253] lr: 7.500e-04, eta: 8:46:32, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7107, top5_acc: 0.8828, loss_cls: 1.1907, loss: 1.1907, grad_norm: 6.0174 2021-03-14 15:34:34,971 - mmaction - INFO - Epoch [67][1200/1253] lr: 7.500e-04, eta: 8:46:15, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7060, top5_acc: 0.8844, loss_cls: 1.1955, loss: 1.1955, grad_norm: 6.0365 2021-03-14 15:34:47,261 - mmaction - INFO - Epoch [67][1220/1253] lr: 7.500e-04, eta: 8:45:59, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7068, top5_acc: 0.8823, loss_cls: 1.1877, loss: 1.1877, grad_norm: 5.9549 2021-03-14 15:34:59,546 - mmaction - INFO - Epoch [67][1240/1253] lr: 7.500e-04, eta: 8:45:42, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7086, top5_acc: 0.8898, loss_cls: 1.1561, loss: 1.1561, grad_norm: 5.9403 2021-03-14 15:38:38,633 - mmaction - INFO - Epoch [68][20/1253] lr: 7.500e-04, eta: 8:46:47, time: 10.482, data_time: 9.694, memory: 8809, top1_acc: 0.7044, top5_acc: 0.8828, loss_cls: 1.2141, loss: 1.2141, grad_norm: 6.0722 2021-03-14 15:38:50,969 - mmaction - INFO - Epoch [68][40/1253] lr: 7.500e-04, eta: 8:46:31, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7049, top5_acc: 0.8789, loss_cls: 1.2020, loss: 1.2020, grad_norm: 6.0156 2021-03-14 15:39:03,280 - mmaction - INFO - Epoch [68][60/1253] lr: 7.500e-04, eta: 8:46:14, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7104, top5_acc: 0.8810, loss_cls: 1.1992, loss: 1.1992, grad_norm: 6.0319 2021-03-14 15:39:15,632 - mmaction - INFO - Epoch [68][80/1253] lr: 7.500e-04, eta: 8:45:57, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7112, top5_acc: 0.8786, loss_cls: 1.1937, loss: 1.1937, grad_norm: 6.0081 2021-03-14 15:39:27,994 - mmaction - INFO - Epoch [68][100/1253] lr: 7.500e-04, eta: 8:45:40, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.7109, top5_acc: 0.8747, loss_cls: 1.2034, loss: 1.2034, grad_norm: 5.9170 2021-03-14 15:39:40,191 - mmaction - INFO - Epoch [68][120/1253] lr: 7.500e-04, eta: 8:45:24, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8802, loss_cls: 1.1928, loss: 1.1928, grad_norm: 6.0242 2021-03-14 15:39:52,409 - mmaction - INFO - Epoch [68][140/1253] lr: 7.500e-04, eta: 8:45:07, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7169, top5_acc: 0.8883, loss_cls: 1.1421, loss: 1.1421, grad_norm: 5.8203 2021-03-14 15:40:04,725 - mmaction - INFO - Epoch [68][160/1253] lr: 7.500e-04, eta: 8:44:50, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7081, top5_acc: 0.8776, loss_cls: 1.1824, loss: 1.1824, grad_norm: 6.0346 2021-03-14 15:40:16,997 - mmaction - INFO - Epoch [68][180/1253] lr: 7.500e-04, eta: 8:44:33, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7122, top5_acc: 0.8732, loss_cls: 1.2050, loss: 1.2050, grad_norm: 5.9672 2021-03-14 15:40:29,190 - mmaction - INFO - Epoch [68][200/1253] lr: 7.500e-04, eta: 8:44:17, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7115, top5_acc: 0.8797, loss_cls: 1.2177, loss: 1.2177, grad_norm: 6.0810 2021-03-14 15:40:41,350 - mmaction - INFO - Epoch [68][220/1253] lr: 7.500e-04, eta: 8:44:00, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.7198, top5_acc: 0.8888, loss_cls: 1.1508, loss: 1.1508, grad_norm: 5.9460 2021-03-14 15:40:53,675 - mmaction - INFO - Epoch [68][240/1253] lr: 7.500e-04, eta: 8:43:43, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7190, top5_acc: 0.8784, loss_cls: 1.1652, loss: 1.1652, grad_norm: 6.0042 2021-03-14 15:41:06,061 - mmaction - INFO - Epoch [68][260/1253] lr: 7.500e-04, eta: 8:43:26, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7120, top5_acc: 0.8797, loss_cls: 1.1859, loss: 1.1859, grad_norm: 6.0454 2021-03-14 15:41:18,446 - mmaction - INFO - Epoch [68][280/1253] lr: 7.500e-04, eta: 8:43:10, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.7174, top5_acc: 0.8846, loss_cls: 1.1431, loss: 1.1431, grad_norm: 6.0358 2021-03-14 15:41:30,771 - mmaction - INFO - Epoch [68][300/1253] lr: 7.500e-04, eta: 8:42:53, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7089, top5_acc: 0.8753, loss_cls: 1.1754, loss: 1.1754, grad_norm: 5.8188 2021-03-14 15:41:42,940 - mmaction - INFO - Epoch [68][320/1253] lr: 7.500e-04, eta: 8:42:36, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7049, top5_acc: 0.8805, loss_cls: 1.1974, loss: 1.1974, grad_norm: 5.9911 2021-03-14 15:41:55,212 - mmaction - INFO - Epoch [68][340/1253] lr: 7.500e-04, eta: 8:42:19, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7146, top5_acc: 0.8828, loss_cls: 1.1870, loss: 1.1870, grad_norm: 5.9564 2021-03-14 15:42:07,569 - mmaction - INFO - Epoch [68][360/1253] lr: 7.500e-04, eta: 8:42:03, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7036, top5_acc: 0.8682, loss_cls: 1.2233, loss: 1.2233, grad_norm: 6.0183 2021-03-14 15:42:19,899 - mmaction - INFO - Epoch [68][380/1253] lr: 7.500e-04, eta: 8:41:46, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7172, top5_acc: 0.8807, loss_cls: 1.1835, loss: 1.1835, grad_norm: 5.9057 2021-03-14 15:42:32,208 - mmaction - INFO - Epoch [68][400/1253] lr: 7.500e-04, eta: 8:41:29, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7091, top5_acc: 0.8820, loss_cls: 1.2146, loss: 1.2146, grad_norm: 6.1471 2021-03-14 15:42:44,562 - mmaction - INFO - Epoch [68][420/1253] lr: 7.500e-04, eta: 8:41:12, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7245, top5_acc: 0.8826, loss_cls: 1.1463, loss: 1.1463, grad_norm: 5.8430 2021-03-14 15:42:56,895 - mmaction - INFO - Epoch [68][440/1253] lr: 7.500e-04, eta: 8:40:56, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7039, top5_acc: 0.8753, loss_cls: 1.2230, loss: 1.2230, grad_norm: 6.0370 2021-03-14 15:43:09,244 - mmaction - INFO - Epoch [68][460/1253] lr: 7.500e-04, eta: 8:40:39, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7107, top5_acc: 0.8789, loss_cls: 1.1866, loss: 1.1866, grad_norm: 5.9505 2021-03-14 15:43:21,423 - mmaction - INFO - Epoch [68][480/1253] lr: 7.500e-04, eta: 8:40:22, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7086, top5_acc: 0.8802, loss_cls: 1.1785, loss: 1.1785, grad_norm: 5.9483 2021-03-14 15:43:33,685 - mmaction - INFO - Epoch [68][500/1253] lr: 7.500e-04, eta: 8:40:06, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7135, top5_acc: 0.8893, loss_cls: 1.1558, loss: 1.1558, grad_norm: 5.9325 2021-03-14 15:43:45,918 - mmaction - INFO - Epoch [68][520/1253] lr: 7.500e-04, eta: 8:39:49, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7198, top5_acc: 0.8841, loss_cls: 1.1688, loss: 1.1688, grad_norm: 5.9047 2021-03-14 15:43:58,221 - mmaction - INFO - Epoch [68][540/1253] lr: 7.500e-04, eta: 8:39:32, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7133, top5_acc: 0.8776, loss_cls: 1.1918, loss: 1.1918, grad_norm: 5.9741 2021-03-14 15:44:10,421 - mmaction - INFO - Epoch [68][560/1253] lr: 7.500e-04, eta: 8:39:15, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8766, loss_cls: 1.2081, loss: 1.2081, grad_norm: 5.9723 2021-03-14 15:44:22,569 - mmaction - INFO - Epoch [68][580/1253] lr: 7.500e-04, eta: 8:38:59, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8745, loss_cls: 1.2052, loss: 1.2052, grad_norm: 5.9349 2021-03-14 15:44:34,900 - mmaction - INFO - Epoch [68][600/1253] lr: 7.500e-04, eta: 8:38:42, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6997, top5_acc: 0.8776, loss_cls: 1.2284, loss: 1.2284, grad_norm: 6.0871 2021-03-14 15:44:47,246 - mmaction - INFO - Epoch [68][620/1253] lr: 7.500e-04, eta: 8:38:25, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8768, loss_cls: 1.2168, loss: 1.2168, grad_norm: 6.1016 2021-03-14 15:44:59,611 - mmaction - INFO - Epoch [68][640/1253] lr: 7.500e-04, eta: 8:38:08, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.7049, top5_acc: 0.8810, loss_cls: 1.1951, loss: 1.1951, grad_norm: 6.0405 2021-03-14 15:45:11,816 - mmaction - INFO - Epoch [68][660/1253] lr: 7.500e-04, eta: 8:37:52, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7180, top5_acc: 0.8797, loss_cls: 1.1812, loss: 1.1812, grad_norm: 5.8958 2021-03-14 15:45:24,158 - mmaction - INFO - Epoch [68][680/1253] lr: 7.500e-04, eta: 8:37:35, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7057, top5_acc: 0.8828, loss_cls: 1.2052, loss: 1.2052, grad_norm: 6.0116 2021-03-14 15:45:36,449 - mmaction - INFO - Epoch [68][700/1253] lr: 7.500e-04, eta: 8:37:18, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7120, top5_acc: 0.8805, loss_cls: 1.1919, loss: 1.1919, grad_norm: 5.9007 2021-03-14 15:45:48,762 - mmaction - INFO - Epoch [68][720/1253] lr: 7.500e-04, eta: 8:37:02, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7073, top5_acc: 0.8789, loss_cls: 1.1801, loss: 1.1801, grad_norm: 6.0165 2021-03-14 15:46:01,060 - mmaction - INFO - Epoch [68][740/1253] lr: 7.500e-04, eta: 8:36:45, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8849, loss_cls: 1.1413, loss: 1.1413, grad_norm: 5.8664 2021-03-14 15:46:13,250 - mmaction - INFO - Epoch [68][760/1253] lr: 7.500e-04, eta: 8:36:28, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7083, top5_acc: 0.8755, loss_cls: 1.2105, loss: 1.2105, grad_norm: 6.1831 2021-03-14 15:46:25,521 - mmaction - INFO - Epoch [68][780/1253] lr: 7.500e-04, eta: 8:36:11, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.6969, top5_acc: 0.8719, loss_cls: 1.2334, loss: 1.2334, grad_norm: 6.0946 2021-03-14 15:46:37,730 - mmaction - INFO - Epoch [68][800/1253] lr: 7.500e-04, eta: 8:35:55, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7031, top5_acc: 0.8823, loss_cls: 1.2086, loss: 1.2086, grad_norm: 5.9774 2021-03-14 15:46:50,127 - mmaction - INFO - Epoch [68][820/1253] lr: 7.500e-04, eta: 8:35:38, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7049, top5_acc: 0.8773, loss_cls: 1.2054, loss: 1.2054, grad_norm: 6.0798 2021-03-14 15:47:02,464 - mmaction - INFO - Epoch [68][840/1253] lr: 7.500e-04, eta: 8:35:21, time: 0.619, data_time: 0.004, memory: 8809, top1_acc: 0.7018, top5_acc: 0.8807, loss_cls: 1.2073, loss: 1.2073, grad_norm: 5.9735 2021-03-14 15:47:14,772 - mmaction - INFO - Epoch [68][860/1253] lr: 7.500e-04, eta: 8:35:05, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6961, top5_acc: 0.8714, loss_cls: 1.2349, loss: 1.2349, grad_norm: 6.1500 2021-03-14 15:47:27,119 - mmaction - INFO - Epoch [68][880/1253] lr: 7.500e-04, eta: 8:34:48, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7086, top5_acc: 0.8784, loss_cls: 1.2040, loss: 1.2040, grad_norm: 6.1125 2021-03-14 15:47:39,362 - mmaction - INFO - Epoch [68][900/1253] lr: 7.500e-04, eta: 8:34:31, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7141, top5_acc: 0.8865, loss_cls: 1.1830, loss: 1.1830, grad_norm: 5.9680 2021-03-14 15:47:51,627 - mmaction - INFO - Epoch [68][920/1253] lr: 7.500e-04, eta: 8:34:15, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7049, top5_acc: 0.8747, loss_cls: 1.2082, loss: 1.2082, grad_norm: 6.0165 2021-03-14 15:48:03,910 - mmaction - INFO - Epoch [68][940/1253] lr: 7.500e-04, eta: 8:33:58, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7240, top5_acc: 0.8883, loss_cls: 1.1287, loss: 1.1287, grad_norm: 5.8421 2021-03-14 15:48:16,282 - mmaction - INFO - Epoch [68][960/1253] lr: 7.500e-04, eta: 8:33:41, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.2144, loss: 1.2144, grad_norm: 6.0888 2021-03-14 15:48:28,575 - mmaction - INFO - Epoch [68][980/1253] lr: 7.500e-04, eta: 8:33:25, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7141, top5_acc: 0.8865, loss_cls: 1.1471, loss: 1.1471, grad_norm: 5.9585 2021-03-14 15:48:40,803 - mmaction - INFO - Epoch [68][1000/1253] lr: 7.500e-04, eta: 8:33:08, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7112, top5_acc: 0.8779, loss_cls: 1.1919, loss: 1.1919, grad_norm: 6.0605 2021-03-14 15:48:53,079 - mmaction - INFO - Epoch [68][1020/1253] lr: 7.500e-04, eta: 8:32:51, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7049, top5_acc: 0.8812, loss_cls: 1.1929, loss: 1.1929, grad_norm: 6.0528 2021-03-14 15:49:05,435 - mmaction - INFO - Epoch [68][1040/1253] lr: 7.500e-04, eta: 8:32:35, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7206, top5_acc: 0.8859, loss_cls: 1.1458, loss: 1.1458, grad_norm: 5.8299 2021-03-14 15:49:17,678 - mmaction - INFO - Epoch [68][1060/1253] lr: 7.500e-04, eta: 8:32:18, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7182, top5_acc: 0.8833, loss_cls: 1.1743, loss: 1.1743, grad_norm: 5.9787 2021-03-14 15:49:29,923 - mmaction - INFO - Epoch [68][1080/1253] lr: 7.500e-04, eta: 8:32:01, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7086, top5_acc: 0.8799, loss_cls: 1.2110, loss: 1.2110, grad_norm: 6.0706 2021-03-14 15:49:42,179 - mmaction - INFO - Epoch [68][1100/1253] lr: 7.500e-04, eta: 8:31:45, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7023, top5_acc: 0.8755, loss_cls: 1.1856, loss: 1.1856, grad_norm: 6.0265 2021-03-14 15:49:54,512 - mmaction - INFO - Epoch [68][1120/1253] lr: 7.500e-04, eta: 8:31:28, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7073, top5_acc: 0.8716, loss_cls: 1.2179, loss: 1.2179, grad_norm: 6.0642 2021-03-14 15:50:06,890 - mmaction - INFO - Epoch [68][1140/1253] lr: 7.500e-04, eta: 8:31:11, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6943, top5_acc: 0.8724, loss_cls: 1.2302, loss: 1.2302, grad_norm: 6.0716 2021-03-14 15:50:19,245 - mmaction - INFO - Epoch [68][1160/1253] lr: 7.500e-04, eta: 8:30:55, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.6990, top5_acc: 0.8766, loss_cls: 1.2067, loss: 1.2067, grad_norm: 6.0842 2021-03-14 15:50:31,677 - mmaction - INFO - Epoch [68][1180/1253] lr: 7.500e-04, eta: 8:30:38, time: 0.622, data_time: 0.002, memory: 8809, top1_acc: 0.7057, top5_acc: 0.8763, loss_cls: 1.2053, loss: 1.2053, grad_norm: 5.9696 2021-03-14 15:50:44,038 - mmaction - INFO - Epoch [68][1200/1253] lr: 7.500e-04, eta: 8:30:22, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6974, top5_acc: 0.8750, loss_cls: 1.2293, loss: 1.2293, grad_norm: 6.2076 2021-03-14 15:50:56,301 - mmaction - INFO - Epoch [68][1220/1253] lr: 7.500e-04, eta: 8:30:05, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7203, top5_acc: 0.8831, loss_cls: 1.1534, loss: 1.1534, grad_norm: 5.8653 2021-03-14 15:51:08,677 - mmaction - INFO - Epoch [68][1240/1253] lr: 7.500e-04, eta: 8:29:48, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7034, top5_acc: 0.8776, loss_cls: 1.2103, loss: 1.2103, grad_norm: 6.1335 2021-03-14 15:54:43,401 - mmaction - INFO - Epoch [69][20/1253] lr: 7.500e-04, eta: 8:30:48, time: 10.258, data_time: 9.553, memory: 8809, top1_acc: 0.7156, top5_acc: 0.8826, loss_cls: 1.1693, loss: 1.1693, grad_norm: 5.9828 2021-03-14 15:54:55,709 - mmaction - INFO - Epoch [69][40/1253] lr: 7.500e-04, eta: 8:30:31, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7169, top5_acc: 0.8854, loss_cls: 1.1398, loss: 1.1398, grad_norm: 5.9658 2021-03-14 15:55:07,824 - mmaction - INFO - Epoch [69][60/1253] lr: 7.500e-04, eta: 8:30:14, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.7130, top5_acc: 0.8766, loss_cls: 1.2109, loss: 1.2109, grad_norm: 6.0501 2021-03-14 15:55:20,042 - mmaction - INFO - Epoch [69][80/1253] lr: 7.500e-04, eta: 8:29:58, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7096, top5_acc: 0.8753, loss_cls: 1.2206, loss: 1.2206, grad_norm: 6.0146 2021-03-14 15:55:32,253 - mmaction - INFO - Epoch [69][100/1253] lr: 7.500e-04, eta: 8:29:41, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7115, top5_acc: 0.8924, loss_cls: 1.1372, loss: 1.1372, grad_norm: 5.9140 2021-03-14 15:55:44,401 - mmaction - INFO - Epoch [69][120/1253] lr: 7.500e-04, eta: 8:29:24, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.7039, top5_acc: 0.8802, loss_cls: 1.2313, loss: 1.2313, grad_norm: 6.1801 2021-03-14 15:55:56,572 - mmaction - INFO - Epoch [69][140/1253] lr: 7.500e-04, eta: 8:29:07, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7078, top5_acc: 0.8836, loss_cls: 1.1682, loss: 1.1682, grad_norm: 6.0162 2021-03-14 15:56:08,861 - mmaction - INFO - Epoch [69][160/1253] lr: 7.500e-04, eta: 8:28:51, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7117, top5_acc: 0.8849, loss_cls: 1.1629, loss: 1.1629, grad_norm: 6.0157 2021-03-14 15:56:21,169 - mmaction - INFO - Epoch [69][180/1253] lr: 7.500e-04, eta: 8:28:34, time: 0.617, data_time: 0.004, memory: 8809, top1_acc: 0.7029, top5_acc: 0.8758, loss_cls: 1.2199, loss: 1.2199, grad_norm: 6.0757 2021-03-14 15:56:33,494 - mmaction - INFO - Epoch [69][200/1253] lr: 7.500e-04, eta: 8:28:17, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7216, top5_acc: 0.8883, loss_cls: 1.1181, loss: 1.1181, grad_norm: 5.8051 2021-03-14 15:56:45,827 - mmaction - INFO - Epoch [69][220/1253] lr: 7.500e-04, eta: 8:28:01, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7229, top5_acc: 0.8711, loss_cls: 1.1817, loss: 1.1817, grad_norm: 6.0173 2021-03-14 15:56:58,153 - mmaction - INFO - Epoch [69][240/1253] lr: 7.500e-04, eta: 8:27:44, time: 0.618, data_time: 0.004, memory: 8809, top1_acc: 0.7227, top5_acc: 0.8828, loss_cls: 1.1624, loss: 1.1624, grad_norm: 5.9526 2021-03-14 15:57:10,386 - mmaction - INFO - Epoch [69][260/1253] lr: 7.500e-04, eta: 8:27:27, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7299, top5_acc: 0.8888, loss_cls: 1.1138, loss: 1.1138, grad_norm: 5.8883 2021-03-14 15:57:22,669 - mmaction - INFO - Epoch [69][280/1253] lr: 7.500e-04, eta: 8:27:10, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7102, top5_acc: 0.8766, loss_cls: 1.1851, loss: 1.1851, grad_norm: 6.0403 2021-03-14 15:57:35,035 - mmaction - INFO - Epoch [69][300/1253] lr: 7.500e-04, eta: 8:26:54, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.7055, top5_acc: 0.8750, loss_cls: 1.2022, loss: 1.2022, grad_norm: 6.0724 2021-03-14 15:57:47,374 - mmaction - INFO - Epoch [69][320/1253] lr: 7.500e-04, eta: 8:26:37, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7003, top5_acc: 0.8818, loss_cls: 1.2034, loss: 1.2034, grad_norm: 6.0673 2021-03-14 15:57:59,624 - mmaction - INFO - Epoch [69][340/1253] lr: 7.500e-04, eta: 8:26:20, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7073, top5_acc: 0.8797, loss_cls: 1.2016, loss: 1.2016, grad_norm: 5.9885 2021-03-14 15:58:12,029 - mmaction - INFO - Epoch [69][360/1253] lr: 7.500e-04, eta: 8:26:04, time: 0.621, data_time: 0.003, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8766, loss_cls: 1.2103, loss: 1.2103, grad_norm: 6.1287 2021-03-14 15:58:24,325 - mmaction - INFO - Epoch [69][380/1253] lr: 7.500e-04, eta: 8:25:47, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7198, top5_acc: 0.8810, loss_cls: 1.1529, loss: 1.1529, grad_norm: 5.9450 2021-03-14 15:58:36,644 - mmaction - INFO - Epoch [69][400/1253] lr: 7.500e-04, eta: 8:25:31, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7060, top5_acc: 0.8724, loss_cls: 1.2220, loss: 1.2220, grad_norm: 6.0486 2021-03-14 15:58:48,855 - mmaction - INFO - Epoch [69][420/1253] lr: 7.500e-04, eta: 8:25:14, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7161, top5_acc: 0.8865, loss_cls: 1.1593, loss: 1.1593, grad_norm: 5.8841 2021-03-14 15:59:01,114 - mmaction - INFO - Epoch [69][440/1253] lr: 7.500e-04, eta: 8:24:57, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1831, loss: 1.1831, grad_norm: 6.0004 2021-03-14 15:59:13,416 - mmaction - INFO - Epoch [69][460/1253] lr: 7.500e-04, eta: 8:24:40, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7013, top5_acc: 0.8732, loss_cls: 1.2362, loss: 1.2362, grad_norm: 6.0740 2021-03-14 15:59:25,765 - mmaction - INFO - Epoch [69][480/1253] lr: 7.500e-04, eta: 8:24:24, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7081, top5_acc: 0.8802, loss_cls: 1.1987, loss: 1.1987, grad_norm: 6.0863 2021-03-14 15:59:38,146 - mmaction - INFO - Epoch [69][500/1253] lr: 7.500e-04, eta: 8:24:07, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7078, top5_acc: 0.8841, loss_cls: 1.1676, loss: 1.1676, grad_norm: 6.0953 2021-03-14 15:59:50,308 - mmaction - INFO - Epoch [69][520/1253] lr: 7.500e-04, eta: 8:23:51, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7180, top5_acc: 0.8802, loss_cls: 1.1874, loss: 1.1874, grad_norm: 6.0425 2021-03-14 16:00:02,568 - mmaction - INFO - Epoch [69][540/1253] lr: 7.500e-04, eta: 8:23:34, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7211, top5_acc: 0.8836, loss_cls: 1.1565, loss: 1.1565, grad_norm: 5.9601 2021-03-14 16:00:14,770 - mmaction - INFO - Epoch [69][560/1253] lr: 7.500e-04, eta: 8:23:17, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7141, top5_acc: 0.8815, loss_cls: 1.1791, loss: 1.1791, grad_norm: 6.0806 2021-03-14 16:00:26,968 - mmaction - INFO - Epoch [69][580/1253] lr: 7.500e-04, eta: 8:23:00, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7190, top5_acc: 0.8831, loss_cls: 1.1811, loss: 1.1811, grad_norm: 5.9775 2021-03-14 16:00:39,136 - mmaction - INFO - Epoch [69][600/1253] lr: 7.500e-04, eta: 8:22:44, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.7188, top5_acc: 0.8883, loss_cls: 1.1506, loss: 1.1506, grad_norm: 5.9634 2021-03-14 16:00:51,532 - mmaction - INFO - Epoch [69][620/1253] lr: 7.500e-04, eta: 8:22:27, time: 0.621, data_time: 0.003, memory: 8809, top1_acc: 0.7073, top5_acc: 0.8852, loss_cls: 1.1731, loss: 1.1731, grad_norm: 6.0188 2021-03-14 16:01:03,887 - mmaction - INFO - Epoch [69][640/1253] lr: 7.500e-04, eta: 8:22:11, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6964, top5_acc: 0.8677, loss_cls: 1.2489, loss: 1.2489, grad_norm: 6.1282 2021-03-14 16:01:16,204 - mmaction - INFO - Epoch [69][660/1253] lr: 7.500e-04, eta: 8:21:54, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7195, top5_acc: 0.8734, loss_cls: 1.2125, loss: 1.2125, grad_norm: 6.0912 2021-03-14 16:01:28,392 - mmaction - INFO - Epoch [69][680/1253] lr: 7.500e-04, eta: 8:21:37, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7146, top5_acc: 0.8836, loss_cls: 1.1766, loss: 1.1766, grad_norm: 6.0142 2021-03-14 16:01:40,560 - mmaction - INFO - Epoch [69][700/1253] lr: 7.500e-04, eta: 8:21:21, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7099, top5_acc: 0.8799, loss_cls: 1.1860, loss: 1.1860, grad_norm: 5.9543 2021-03-14 16:01:52,837 - mmaction - INFO - Epoch [69][720/1253] lr: 7.500e-04, eta: 8:21:04, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2303, loss: 1.2303, grad_norm: 6.0947 2021-03-14 16:02:04,974 - mmaction - INFO - Epoch [69][740/1253] lr: 7.500e-04, eta: 8:20:47, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.7198, top5_acc: 0.8784, loss_cls: 1.1869, loss: 1.1869, grad_norm: 6.0708 2021-03-14 16:02:17,292 - mmaction - INFO - Epoch [69][760/1253] lr: 7.500e-04, eta: 8:20:31, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8852, loss_cls: 1.1939, loss: 1.1939, grad_norm: 6.1338 2021-03-14 16:02:29,637 - mmaction - INFO - Epoch [69][780/1253] lr: 7.500e-04, eta: 8:20:14, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8807, loss_cls: 1.1857, loss: 1.1857, grad_norm: 5.9495 2021-03-14 16:02:41,925 - mmaction - INFO - Epoch [69][800/1253] lr: 7.500e-04, eta: 8:19:57, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8823, loss_cls: 1.1908, loss: 1.1908, grad_norm: 6.0156 2021-03-14 16:02:54,212 - mmaction - INFO - Epoch [69][820/1253] lr: 7.500e-04, eta: 8:19:41, time: 0.614, data_time: 0.000, memory: 8809, top1_acc: 0.7125, top5_acc: 0.8784, loss_cls: 1.1899, loss: 1.1899, grad_norm: 5.9962 2021-03-14 16:03:06,430 - mmaction - INFO - Epoch [69][840/1253] lr: 7.500e-04, eta: 8:19:24, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.6951, top5_acc: 0.8766, loss_cls: 1.2344, loss: 1.2344, grad_norm: 6.1989 2021-03-14 16:03:18,684 - mmaction - INFO - Epoch [69][860/1253] lr: 7.500e-04, eta: 8:19:07, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8885, loss_cls: 1.1664, loss: 1.1664, grad_norm: 6.0229 2021-03-14 16:03:30,965 - mmaction - INFO - Epoch [69][880/1253] lr: 7.500e-04, eta: 8:18:51, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7120, top5_acc: 0.8779, loss_cls: 1.1739, loss: 1.1739, grad_norm: 5.9300 2021-03-14 16:03:43,306 - mmaction - INFO - Epoch [69][900/1253] lr: 7.500e-04, eta: 8:18:34, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7078, top5_acc: 0.8781, loss_cls: 1.2150, loss: 1.2150, grad_norm: 6.1411 2021-03-14 16:03:55,611 - mmaction - INFO - Epoch [69][920/1253] lr: 7.500e-04, eta: 8:18:18, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7008, top5_acc: 0.8799, loss_cls: 1.2038, loss: 1.2038, grad_norm: 6.2148 2021-03-14 16:04:07,775 - mmaction - INFO - Epoch [69][940/1253] lr: 7.500e-04, eta: 8:18:01, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7091, top5_acc: 0.8776, loss_cls: 1.2062, loss: 1.2062, grad_norm: 6.0547 2021-03-14 16:04:20,054 - mmaction - INFO - Epoch [69][960/1253] lr: 7.500e-04, eta: 8:17:44, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7276, top5_acc: 0.8883, loss_cls: 1.1351, loss: 1.1351, grad_norm: 5.9297 2021-03-14 16:04:32,262 - mmaction - INFO - Epoch [69][980/1253] lr: 7.500e-04, eta: 8:17:28, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.6953, top5_acc: 0.8784, loss_cls: 1.2523, loss: 1.2523, grad_norm: 6.1618 2021-03-14 16:04:44,545 - mmaction - INFO - Epoch [69][1000/1253] lr: 7.500e-04, eta: 8:17:11, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7039, top5_acc: 0.8693, loss_cls: 1.2361, loss: 1.2361, grad_norm: 6.1334 2021-03-14 16:04:56,760 - mmaction - INFO - Epoch [69][1020/1253] lr: 7.500e-04, eta: 8:16:54, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7016, top5_acc: 0.8760, loss_cls: 1.2372, loss: 1.2372, grad_norm: 6.1194 2021-03-14 16:05:09,085 - mmaction - INFO - Epoch [69][1040/1253] lr: 7.500e-04, eta: 8:16:38, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7109, top5_acc: 0.8760, loss_cls: 1.2101, loss: 1.2101, grad_norm: 6.1257 2021-03-14 16:05:21,396 - mmaction - INFO - Epoch [69][1060/1253] lr: 7.500e-04, eta: 8:16:21, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8781, loss_cls: 1.2129, loss: 1.2129, grad_norm: 6.1709 2021-03-14 16:05:33,647 - mmaction - INFO - Epoch [69][1080/1253] lr: 7.500e-04, eta: 8:16:05, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8781, loss_cls: 1.2041, loss: 1.2041, grad_norm: 6.0653 2021-03-14 16:05:46,059 - mmaction - INFO - Epoch [69][1100/1253] lr: 7.500e-04, eta: 8:15:48, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7013, top5_acc: 0.8815, loss_cls: 1.1782, loss: 1.1782, grad_norm: 6.0432 2021-03-14 16:05:58,452 - mmaction - INFO - Epoch [69][1120/1253] lr: 7.500e-04, eta: 8:15:31, time: 0.621, data_time: 0.003, memory: 8809, top1_acc: 0.7073, top5_acc: 0.8794, loss_cls: 1.2151, loss: 1.2151, grad_norm: 6.0451 2021-03-14 16:06:10,793 - mmaction - INFO - Epoch [69][1140/1253] lr: 7.500e-04, eta: 8:15:15, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7201, top5_acc: 0.8773, loss_cls: 1.1706, loss: 1.1706, grad_norm: 5.9514 2021-03-14 16:06:23,127 - mmaction - INFO - Epoch [69][1160/1253] lr: 7.500e-04, eta: 8:14:58, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.6956, top5_acc: 0.8747, loss_cls: 1.2345, loss: 1.2345, grad_norm: 6.1922 2021-03-14 16:06:35,546 - mmaction - INFO - Epoch [69][1180/1253] lr: 7.500e-04, eta: 8:14:42, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8740, loss_cls: 1.2091, loss: 1.2091, grad_norm: 6.0299 2021-03-14 16:06:47,868 - mmaction - INFO - Epoch [69][1200/1253] lr: 7.500e-04, eta: 8:14:25, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7023, top5_acc: 0.8779, loss_cls: 1.2086, loss: 1.2086, grad_norm: 6.0533 2021-03-14 16:07:00,184 - mmaction - INFO - Epoch [69][1220/1253] lr: 7.500e-04, eta: 8:14:09, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7143, top5_acc: 0.8872, loss_cls: 1.1792, loss: 1.1792, grad_norm: 6.1130 2021-03-14 16:07:12,380 - mmaction - INFO - Epoch [69][1240/1253] lr: 7.500e-04, eta: 8:13:52, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7060, top5_acc: 0.8802, loss_cls: 1.2041, loss: 1.2041, grad_norm: 6.0416 2021-03-14 16:10:50,924 - mmaction - INFO - Epoch [70][20/1253] lr: 7.500e-04, eta: 8:14:49, time: 10.443, data_time: 9.783, memory: 8809, top1_acc: 0.7096, top5_acc: 0.8831, loss_cls: 1.1810, loss: 1.1810, grad_norm: 6.0658 2021-03-14 16:11:03,194 - mmaction - INFO - Epoch [70][40/1253] lr: 7.500e-04, eta: 8:14:33, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7060, top5_acc: 0.8763, loss_cls: 1.2265, loss: 1.2265, grad_norm: 6.0878 2021-03-14 16:11:15,438 - mmaction - INFO - Epoch [70][60/1253] lr: 7.500e-04, eta: 8:14:16, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7099, top5_acc: 0.8807, loss_cls: 1.1859, loss: 1.1859, grad_norm: 6.0176 2021-03-14 16:11:27,588 - mmaction - INFO - Epoch [70][80/1253] lr: 7.500e-04, eta: 8:13:59, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1752, loss: 1.1752, grad_norm: 6.1039 2021-03-14 16:11:39,742 - mmaction - INFO - Epoch [70][100/1253] lr: 7.500e-04, eta: 8:13:43, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8865, loss_cls: 1.1446, loss: 1.1446, grad_norm: 6.0420 2021-03-14 16:11:51,843 - mmaction - INFO - Epoch [70][120/1253] lr: 7.500e-04, eta: 8:13:26, time: 0.605, data_time: 0.001, memory: 8809, top1_acc: 0.7143, top5_acc: 0.8820, loss_cls: 1.1460, loss: 1.1460, grad_norm: 5.9604 2021-03-14 16:12:04,078 - mmaction - INFO - Epoch [70][140/1253] lr: 7.500e-04, eta: 8:13:09, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7057, top5_acc: 0.8768, loss_cls: 1.2109, loss: 1.2109, grad_norm: 6.0904 2021-03-14 16:12:16,342 - mmaction - INFO - Epoch [70][160/1253] lr: 7.500e-04, eta: 8:12:53, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8729, loss_cls: 1.2295, loss: 1.2295, grad_norm: 6.1070 2021-03-14 16:12:28,688 - mmaction - INFO - Epoch [70][180/1253] lr: 7.500e-04, eta: 8:12:36, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7143, top5_acc: 0.8781, loss_cls: 1.1775, loss: 1.1775, grad_norm: 5.9932 2021-03-14 16:12:41,059 - mmaction - INFO - Epoch [70][200/1253] lr: 7.500e-04, eta: 8:12:19, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8815, loss_cls: 1.1719, loss: 1.1719, grad_norm: 5.9726 2021-03-14 16:12:53,355 - mmaction - INFO - Epoch [70][220/1253] lr: 7.500e-04, eta: 8:12:03, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7003, top5_acc: 0.8831, loss_cls: 1.1858, loss: 1.1858, grad_norm: 6.1014 2021-03-14 16:13:05,702 - mmaction - INFO - Epoch [70][240/1253] lr: 7.500e-04, eta: 8:11:46, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7052, top5_acc: 0.8789, loss_cls: 1.1834, loss: 1.1834, grad_norm: 6.1407 2021-03-14 16:13:17,961 - mmaction - INFO - Epoch [70][260/1253] lr: 7.500e-04, eta: 8:11:30, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7146, top5_acc: 0.8792, loss_cls: 1.1902, loss: 1.1902, grad_norm: 6.1136 2021-03-14 16:13:30,318 - mmaction - INFO - Epoch [70][280/1253] lr: 7.500e-04, eta: 8:11:13, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.7104, top5_acc: 0.8854, loss_cls: 1.1623, loss: 1.1623, grad_norm: 6.0989 2021-03-14 16:13:42,566 - mmaction - INFO - Epoch [70][300/1253] lr: 7.500e-04, eta: 8:10:56, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7112, top5_acc: 0.8794, loss_cls: 1.1987, loss: 1.1987, grad_norm: 6.0372 2021-03-14 16:13:54,760 - mmaction - INFO - Epoch [70][320/1253] lr: 7.500e-04, eta: 8:10:40, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7060, top5_acc: 0.8776, loss_cls: 1.2014, loss: 1.2014, grad_norm: 6.0992 2021-03-14 16:14:07,137 - mmaction - INFO - Epoch [70][340/1253] lr: 7.500e-04, eta: 8:10:23, time: 0.619, data_time: 0.001, memory: 8809, top1_acc: 0.7117, top5_acc: 0.8898, loss_cls: 1.1698, loss: 1.1698, grad_norm: 6.0413 2021-03-14 16:14:19,340 - mmaction - INFO - Epoch [70][360/1253] lr: 7.500e-04, eta: 8:10:06, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7031, top5_acc: 0.8755, loss_cls: 1.2225, loss: 1.2225, grad_norm: 6.1704 2021-03-14 16:14:31,580 - mmaction - INFO - Epoch [70][380/1253] lr: 7.500e-04, eta: 8:09:50, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7099, top5_acc: 0.8779, loss_cls: 1.1795, loss: 1.1795, grad_norm: 6.0800 2021-03-14 16:14:43,800 - mmaction - INFO - Epoch [70][400/1253] lr: 7.500e-04, eta: 8:09:33, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7115, top5_acc: 0.8768, loss_cls: 1.1930, loss: 1.1930, grad_norm: 6.0563 2021-03-14 16:14:56,001 - mmaction - INFO - Epoch [70][420/1253] lr: 7.500e-04, eta: 8:09:17, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7112, top5_acc: 0.8823, loss_cls: 1.1833, loss: 1.1833, grad_norm: 6.0265 2021-03-14 16:15:08,311 - mmaction - INFO - Epoch [70][440/1253] lr: 7.500e-04, eta: 8:09:00, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7078, top5_acc: 0.8802, loss_cls: 1.1897, loss: 1.1897, grad_norm: 6.0964 2021-03-14 16:15:20,604 - mmaction - INFO - Epoch [70][460/1253] lr: 7.500e-04, eta: 8:08:43, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8755, loss_cls: 1.2214, loss: 1.2214, grad_norm: 6.1783 2021-03-14 16:15:32,912 - mmaction - INFO - Epoch [70][480/1253] lr: 7.500e-04, eta: 8:08:27, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7091, top5_acc: 0.8768, loss_cls: 1.1957, loss: 1.1957, grad_norm: 6.1214 2021-03-14 16:15:45,145 - mmaction - INFO - Epoch [70][500/1253] lr: 7.500e-04, eta: 8:08:10, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7083, top5_acc: 0.8742, loss_cls: 1.2078, loss: 1.2078, grad_norm: 6.1484 2021-03-14 16:15:57,401 - mmaction - INFO - Epoch [70][520/1253] lr: 7.500e-04, eta: 8:07:53, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7224, top5_acc: 0.8883, loss_cls: 1.1490, loss: 1.1490, grad_norm: 5.9602 2021-03-14 16:16:09,883 - mmaction - INFO - Epoch [70][540/1253] lr: 7.500e-04, eta: 8:07:37, time: 0.624, data_time: 0.002, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8826, loss_cls: 1.1757, loss: 1.1757, grad_norm: 6.0817 2021-03-14 16:16:22,242 - mmaction - INFO - Epoch [70][560/1253] lr: 7.500e-04, eta: 8:07:20, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7073, top5_acc: 0.8831, loss_cls: 1.1979, loss: 1.1979, grad_norm: 6.1099 2021-03-14 16:16:34,472 - mmaction - INFO - Epoch [70][580/1253] lr: 7.500e-04, eta: 8:07:04, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7039, top5_acc: 0.8732, loss_cls: 1.2243, loss: 1.2243, grad_norm: 6.1603 2021-03-14 16:16:46,695 - mmaction - INFO - Epoch [70][600/1253] lr: 7.500e-04, eta: 8:06:47, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8771, loss_cls: 1.1990, loss: 1.1990, grad_norm: 6.1023 2021-03-14 16:16:58,911 - mmaction - INFO - Epoch [70][620/1253] lr: 7.500e-04, eta: 8:06:31, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7060, top5_acc: 0.8753, loss_cls: 1.2208, loss: 1.2208, grad_norm: 6.1320 2021-03-14 16:17:11,180 - mmaction - INFO - Epoch [70][640/1253] lr: 7.500e-04, eta: 8:06:14, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7068, top5_acc: 0.8831, loss_cls: 1.1950, loss: 1.1950, grad_norm: 6.1492 2021-03-14 16:17:23,312 - mmaction - INFO - Epoch [70][660/1253] lr: 7.500e-04, eta: 8:05:57, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.1986, loss: 1.1986, grad_norm: 6.0878 2021-03-14 16:17:35,532 - mmaction - INFO - Epoch [70][680/1253] lr: 7.500e-04, eta: 8:05:41, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7055, top5_acc: 0.8768, loss_cls: 1.2102, loss: 1.2102, grad_norm: 6.0932 2021-03-14 16:17:47,828 - mmaction - INFO - Epoch [70][700/1253] lr: 7.500e-04, eta: 8:05:24, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7232, top5_acc: 0.8789, loss_cls: 1.1878, loss: 1.1878, grad_norm: 6.0631 2021-03-14 16:18:00,233 - mmaction - INFO - Epoch [70][720/1253] lr: 7.500e-04, eta: 8:05:08, time: 0.621, data_time: 0.003, memory: 8809, top1_acc: 0.7008, top5_acc: 0.8701, loss_cls: 1.2363, loss: 1.2363, grad_norm: 6.1699 2021-03-14 16:18:12,648 - mmaction - INFO - Epoch [70][740/1253] lr: 7.500e-04, eta: 8:04:51, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7125, top5_acc: 0.8820, loss_cls: 1.1879, loss: 1.1879, grad_norm: 6.0422 2021-03-14 16:18:24,920 - mmaction - INFO - Epoch [70][760/1253] lr: 7.500e-04, eta: 8:04:35, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1923, loss: 1.1923, grad_norm: 6.1017 2021-03-14 16:18:37,241 - mmaction - INFO - Epoch [70][780/1253] lr: 7.500e-04, eta: 8:04:18, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1831, loss: 1.1831, grad_norm: 5.9997 2021-03-14 16:18:49,525 - mmaction - INFO - Epoch [70][800/1253] lr: 7.500e-04, eta: 8:04:01, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7206, top5_acc: 0.8896, loss_cls: 1.1306, loss: 1.1306, grad_norm: 5.8603 2021-03-14 16:19:01,831 - mmaction - INFO - Epoch [70][820/1253] lr: 7.500e-04, eta: 8:03:45, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7099, top5_acc: 0.8820, loss_cls: 1.1874, loss: 1.1874, grad_norm: 6.0800 2021-03-14 16:19:14,070 - mmaction - INFO - Epoch [70][840/1253] lr: 7.500e-04, eta: 8:03:28, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7078, top5_acc: 0.8789, loss_cls: 1.1994, loss: 1.1994, grad_norm: 6.0447 2021-03-14 16:19:26,531 - mmaction - INFO - Epoch [70][860/1253] lr: 7.500e-04, eta: 8:03:12, time: 0.623, data_time: 0.002, memory: 8809, top1_acc: 0.7146, top5_acc: 0.8797, loss_cls: 1.1745, loss: 1.1745, grad_norm: 6.0886 2021-03-14 16:19:38,815 - mmaction - INFO - Epoch [70][880/1253] lr: 7.500e-04, eta: 8:02:55, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7128, top5_acc: 0.8820, loss_cls: 1.1746, loss: 1.1746, grad_norm: 6.0207 2021-03-14 16:19:51,222 - mmaction - INFO - Epoch [70][900/1253] lr: 7.500e-04, eta: 8:02:39, time: 0.621, data_time: 0.003, memory: 8809, top1_acc: 0.7232, top5_acc: 0.8878, loss_cls: 1.1581, loss: 1.1581, grad_norm: 5.9722 2021-03-14 16:20:03,600 - mmaction - INFO - Epoch [70][920/1253] lr: 7.500e-04, eta: 8:02:22, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7008, top5_acc: 0.8674, loss_cls: 1.2499, loss: 1.2499, grad_norm: 6.1301 2021-03-14 16:20:15,940 - mmaction - INFO - Epoch [70][940/1253] lr: 7.500e-04, eta: 8:02:06, time: 0.618, data_time: 0.007, memory: 8809, top1_acc: 0.7133, top5_acc: 0.8841, loss_cls: 1.1691, loss: 1.1691, grad_norm: 5.9326 2021-03-14 16:20:28,203 - mmaction - INFO - Epoch [70][960/1253] lr: 7.500e-04, eta: 8:01:49, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.6961, top5_acc: 0.8734, loss_cls: 1.2185, loss: 1.2185, grad_norm: 6.1310 2021-03-14 16:20:40,479 - mmaction - INFO - Epoch [70][980/1253] lr: 7.500e-04, eta: 8:01:33, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7156, top5_acc: 0.8826, loss_cls: 1.1599, loss: 1.1599, grad_norm: 5.9844 2021-03-14 16:20:52,757 - mmaction - INFO - Epoch [70][1000/1253] lr: 7.500e-04, eta: 8:01:16, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7133, top5_acc: 0.8745, loss_cls: 1.2073, loss: 1.2073, grad_norm: 6.1395 2021-03-14 16:21:05,030 - mmaction - INFO - Epoch [70][1020/1253] lr: 7.500e-04, eta: 8:00:59, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7203, top5_acc: 0.8719, loss_cls: 1.1925, loss: 1.1925, grad_norm: 5.9830 2021-03-14 16:21:17,393 - mmaction - INFO - Epoch [70][1040/1253] lr: 7.500e-04, eta: 8:00:43, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7065, top5_acc: 0.8755, loss_cls: 1.1991, loss: 1.1991, grad_norm: 6.1516 2021-03-14 16:21:29,706 - mmaction - INFO - Epoch [70][1060/1253] lr: 7.500e-04, eta: 8:00:26, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7070, top5_acc: 0.8742, loss_cls: 1.1926, loss: 1.1926, grad_norm: 6.0180 2021-03-14 16:21:42,032 - mmaction - INFO - Epoch [70][1080/1253] lr: 7.500e-04, eta: 8:00:10, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7281, top5_acc: 0.8888, loss_cls: 1.1181, loss: 1.1181, grad_norm: 5.9252 2021-03-14 16:21:54,309 - mmaction - INFO - Epoch [70][1100/1253] lr: 7.500e-04, eta: 7:59:53, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7234, top5_acc: 0.8799, loss_cls: 1.1762, loss: 1.1762, grad_norm: 6.0519 2021-03-14 16:22:06,588 - mmaction - INFO - Epoch [70][1120/1253] lr: 7.500e-04, eta: 7:59:37, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7003, top5_acc: 0.8750, loss_cls: 1.2053, loss: 1.2053, grad_norm: 6.0717 2021-03-14 16:22:18,798 - mmaction - INFO - Epoch [70][1140/1253] lr: 7.500e-04, eta: 7:59:20, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7104, top5_acc: 0.8875, loss_cls: 1.1589, loss: 1.1589, grad_norm: 6.0265 2021-03-14 16:22:30,997 - mmaction - INFO - Epoch [70][1160/1253] lr: 7.500e-04, eta: 7:59:04, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7156, top5_acc: 0.8815, loss_cls: 1.1867, loss: 1.1867, grad_norm: 6.1903 2021-03-14 16:22:43,231 - mmaction - INFO - Epoch [70][1180/1253] lr: 7.500e-04, eta: 7:58:47, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7135, top5_acc: 0.8776, loss_cls: 1.1811, loss: 1.1811, grad_norm: 6.0269 2021-03-14 16:22:55,382 - mmaction - INFO - Epoch [70][1200/1253] lr: 7.500e-04, eta: 7:58:31, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8820, loss_cls: 1.1610, loss: 1.1610, grad_norm: 5.9816 2021-03-14 16:23:07,626 - mmaction - INFO - Epoch [70][1220/1253] lr: 7.500e-04, eta: 7:58:14, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6940, top5_acc: 0.8737, loss_cls: 1.2246, loss: 1.2246, grad_norm: 6.1565 2021-03-14 16:23:19,873 - mmaction - INFO - Epoch [70][1240/1253] lr: 7.500e-04, eta: 7:57:57, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7083, top5_acc: 0.8797, loss_cls: 1.1686, loss: 1.1686, grad_norm: 5.9790 2021-03-14 16:23:29,444 - mmaction - INFO - Saving checkpoint at 70 epochs 2021-03-14 16:27:00,298 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-03-14 16:27:01,275 - mmaction - INFO - top1_acc 0.6970 top5_acc 0.8883 2021-03-14 16:27:01,276 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-03-14 16:27:01,315 - mmaction - INFO - mean_acc 0.6969 2021-03-14 16:27:01,330 - mmaction - INFO - Epoch(val) [70][1253] top1_acc: 0.6970, top5_acc: 0.8883, mean_class_accuracy: 0.6969 2021-03-14 16:30:25,492 - mmaction - INFO - Epoch [71][20/1253] lr: 7.500e-04, eta: 7:58:49, time: 10.207, data_time: 9.561, memory: 8809, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.2011, loss: 1.2011, grad_norm: 6.0860 2021-03-14 16:30:37,748 - mmaction - INFO - Epoch [71][40/1253] lr: 7.500e-04, eta: 7:58:32, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7172, top5_acc: 0.8773, loss_cls: 1.1643, loss: 1.1643, grad_norm: 6.0684 2021-03-14 16:30:49,982 - mmaction - INFO - Epoch [71][60/1253] lr: 7.500e-04, eta: 7:58:16, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7229, top5_acc: 0.8870, loss_cls: 1.1561, loss: 1.1561, grad_norm: 6.0667 2021-03-14 16:31:02,259 - mmaction - INFO - Epoch [71][80/1253] lr: 7.500e-04, eta: 7:57:59, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7177, top5_acc: 0.8878, loss_cls: 1.1204, loss: 1.1204, grad_norm: 6.0267 2021-03-14 16:31:14,439 - mmaction - INFO - Epoch [71][100/1253] lr: 7.500e-04, eta: 7:57:42, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7323, top5_acc: 0.8938, loss_cls: 1.0945, loss: 1.0945, grad_norm: 5.8739 2021-03-14 16:31:26,525 - mmaction - INFO - Epoch [71][120/1253] lr: 7.500e-04, eta: 7:57:26, time: 0.604, data_time: 0.001, memory: 8809, top1_acc: 0.7039, top5_acc: 0.8797, loss_cls: 1.2036, loss: 1.2036, grad_norm: 6.2205 2021-03-14 16:31:38,741 - mmaction - INFO - Epoch [71][140/1253] lr: 7.500e-04, eta: 7:57:09, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7104, top5_acc: 0.8846, loss_cls: 1.1609, loss: 1.1609, grad_norm: 6.0933 2021-03-14 16:31:50,964 - mmaction - INFO - Epoch [71][160/1253] lr: 7.500e-04, eta: 7:56:53, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7109, top5_acc: 0.8771, loss_cls: 1.1645, loss: 1.1645, grad_norm: 6.0147 2021-03-14 16:32:03,157 - mmaction - INFO - Epoch [71][180/1253] lr: 7.500e-04, eta: 7:56:36, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.7208, top5_acc: 0.8862, loss_cls: 1.1461, loss: 1.1461, grad_norm: 6.0014 2021-03-14 16:32:15,439 - mmaction - INFO - Epoch [71][200/1253] lr: 7.500e-04, eta: 7:56:19, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7044, top5_acc: 0.8807, loss_cls: 1.1988, loss: 1.1988, grad_norm: 6.0629 2021-03-14 16:32:27,682 - mmaction - INFO - Epoch [71][220/1253] lr: 7.500e-04, eta: 7:56:03, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7130, top5_acc: 0.8755, loss_cls: 1.1906, loss: 1.1906, grad_norm: 6.0686 2021-03-14 16:32:39,954 - mmaction - INFO - Epoch [71][240/1253] lr: 7.500e-04, eta: 7:55:46, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7122, top5_acc: 0.8826, loss_cls: 1.1663, loss: 1.1663, grad_norm: 6.0062 2021-03-14 16:32:52,340 - mmaction - INFO - Epoch [71][260/1253] lr: 7.500e-04, eta: 7:55:30, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7135, top5_acc: 0.8807, loss_cls: 1.1678, loss: 1.1678, grad_norm: 5.9935 2021-03-14 16:33:04,645 - mmaction - INFO - Epoch [71][280/1253] lr: 7.500e-04, eta: 7:55:13, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7115, top5_acc: 0.8823, loss_cls: 1.1850, loss: 1.1850, grad_norm: 6.1650 2021-03-14 16:33:16,976 - mmaction - INFO - Epoch [71][300/1253] lr: 7.500e-04, eta: 7:54:57, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7141, top5_acc: 0.8898, loss_cls: 1.1516, loss: 1.1516, grad_norm: 6.0369 2021-03-14 16:33:29,301 - mmaction - INFO - Epoch [71][320/1253] lr: 7.500e-04, eta: 7:54:40, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7138, top5_acc: 0.8872, loss_cls: 1.1590, loss: 1.1590, grad_norm: 6.0557 2021-03-14 16:33:41,541 - mmaction - INFO - Epoch [71][340/1253] lr: 7.500e-04, eta: 7:54:24, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7099, top5_acc: 0.8872, loss_cls: 1.1526, loss: 1.1526, grad_norm: 6.1015 2021-03-14 16:33:53,867 - mmaction - INFO - Epoch [71][360/1253] lr: 7.500e-04, eta: 7:54:07, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7109, top5_acc: 0.8789, loss_cls: 1.2023, loss: 1.2023, grad_norm: 6.0964 2021-03-14 16:34:06,200 - mmaction - INFO - Epoch [71][380/1253] lr: 7.500e-04, eta: 7:53:51, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7227, top5_acc: 0.8812, loss_cls: 1.1600, loss: 1.1600, grad_norm: 6.0719 2021-03-14 16:34:18,630 - mmaction - INFO - Epoch [71][400/1253] lr: 7.500e-04, eta: 7:53:34, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.1841, loss: 1.1841, grad_norm: 6.1195 2021-03-14 16:34:31,034 - mmaction - INFO - Epoch [71][420/1253] lr: 7.500e-04, eta: 7:53:18, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.7159, top5_acc: 0.8841, loss_cls: 1.1739, loss: 1.1739, grad_norm: 6.0535 2021-03-14 16:34:43,377 - mmaction - INFO - Epoch [71][440/1253] lr: 7.500e-04, eta: 7:53:01, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.6951, top5_acc: 0.8714, loss_cls: 1.2338, loss: 1.2338, grad_norm: 6.2299 2021-03-14 16:34:55,599 - mmaction - INFO - Epoch [71][460/1253] lr: 7.500e-04, eta: 7:52:44, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.6997, top5_acc: 0.8768, loss_cls: 1.2089, loss: 1.2089, grad_norm: 6.1708 2021-03-14 16:35:07,971 - mmaction - INFO - Epoch [71][480/1253] lr: 7.500e-04, eta: 7:52:28, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6898, top5_acc: 0.8630, loss_cls: 1.2714, loss: 1.2714, grad_norm: 6.2768 2021-03-14 16:35:20,371 - mmaction - INFO - Epoch [71][500/1253] lr: 7.500e-04, eta: 7:52:11, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.7159, top5_acc: 0.8875, loss_cls: 1.1531, loss: 1.1531, grad_norm: 6.0673 2021-03-14 16:35:32,552 - mmaction - INFO - Epoch [71][520/1253] lr: 7.500e-04, eta: 7:51:55, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8872, loss_cls: 1.1726, loss: 1.1726, grad_norm: 6.0940 2021-03-14 16:35:44,838 - mmaction - INFO - Epoch [71][540/1253] lr: 7.500e-04, eta: 7:51:38, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7068, top5_acc: 0.8755, loss_cls: 1.2105, loss: 1.2105, grad_norm: 6.2578 2021-03-14 16:35:57,084 - mmaction - INFO - Epoch [71][560/1253] lr: 7.500e-04, eta: 7:51:22, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8802, loss_cls: 1.1513, loss: 1.1513, grad_norm: 6.0930 2021-03-14 16:36:09,306 - mmaction - INFO - Epoch [71][580/1253] lr: 7.500e-04, eta: 7:51:05, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7122, top5_acc: 0.8724, loss_cls: 1.2175, loss: 1.2175, grad_norm: 6.1299 2021-03-14 16:36:21,595 - mmaction - INFO - Epoch [71][600/1253] lr: 7.500e-04, eta: 7:50:49, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7047, top5_acc: 0.8812, loss_cls: 1.2120, loss: 1.2120, grad_norm: 6.1772 2021-03-14 16:36:33,855 - mmaction - INFO - Epoch [71][620/1253] lr: 7.500e-04, eta: 7:50:32, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7078, top5_acc: 0.8703, loss_cls: 1.2303, loss: 1.2303, grad_norm: 6.0223 2021-03-14 16:36:46,158 - mmaction - INFO - Epoch [71][640/1253] lr: 7.500e-04, eta: 7:50:16, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7138, top5_acc: 0.8859, loss_cls: 1.1621, loss: 1.1621, grad_norm: 6.1438 2021-03-14 16:36:58,392 - mmaction - INFO - Epoch [71][660/1253] lr: 7.500e-04, eta: 7:49:59, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7107, top5_acc: 0.8818, loss_cls: 1.1952, loss: 1.1952, grad_norm: 6.1117 2021-03-14 16:37:10,607 - mmaction - INFO - Epoch [71][680/1253] lr: 7.500e-04, eta: 7:49:43, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7250, top5_acc: 0.8945, loss_cls: 1.1168, loss: 1.1168, grad_norm: 5.9120 2021-03-14 16:37:22,853 - mmaction - INFO - Epoch [71][700/1253] lr: 7.500e-04, eta: 7:49:26, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7177, top5_acc: 0.8831, loss_cls: 1.1730, loss: 1.1730, grad_norm: 6.0935 2021-03-14 16:37:35,146 - mmaction - INFO - Epoch [71][720/1253] lr: 7.500e-04, eta: 7:49:10, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.6984, top5_acc: 0.8807, loss_cls: 1.2076, loss: 1.2076, grad_norm: 6.1693 2021-03-14 16:37:47,487 - mmaction - INFO - Epoch [71][740/1253] lr: 7.500e-04, eta: 7:48:53, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7112, top5_acc: 0.8799, loss_cls: 1.1805, loss: 1.1805, grad_norm: 6.1561 2021-03-14 16:37:59,723 - mmaction - INFO - Epoch [71][760/1253] lr: 7.500e-04, eta: 7:48:37, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7182, top5_acc: 0.8844, loss_cls: 1.1433, loss: 1.1433, grad_norm: 6.0198 2021-03-14 16:38:12,060 - mmaction - INFO - Epoch [71][780/1253] lr: 7.500e-04, eta: 7:48:20, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6937, top5_acc: 0.8682, loss_cls: 1.2500, loss: 1.2500, grad_norm: 6.2140 2021-03-14 16:38:24,434 - mmaction - INFO - Epoch [71][800/1253] lr: 7.500e-04, eta: 7:48:04, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.6997, top5_acc: 0.8807, loss_cls: 1.2128, loss: 1.2128, grad_norm: 6.2194 2021-03-14 16:38:36,736 - mmaction - INFO - Epoch [71][820/1253] lr: 7.500e-04, eta: 7:47:47, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1647, loss: 1.1647, grad_norm: 6.0359 2021-03-14 16:38:49,068 - mmaction - INFO - Epoch [71][840/1253] lr: 7.500e-04, eta: 7:47:31, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7154, top5_acc: 0.8797, loss_cls: 1.1720, loss: 1.1720, grad_norm: 5.9754 2021-03-14 16:39:01,266 - mmaction - INFO - Epoch [71][860/1253] lr: 7.500e-04, eta: 7:47:14, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7161, top5_acc: 0.8789, loss_cls: 1.2011, loss: 1.2011, grad_norm: 6.1648 2021-03-14 16:39:13,555 - mmaction - INFO - Epoch [71][880/1253] lr: 7.500e-04, eta: 7:46:58, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7143, top5_acc: 0.8844, loss_cls: 1.1493, loss: 1.1493, grad_norm: 6.0999 2021-03-14 16:39:25,790 - mmaction - INFO - Epoch [71][900/1253] lr: 7.500e-04, eta: 7:46:41, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7065, top5_acc: 0.8773, loss_cls: 1.1864, loss: 1.1864, grad_norm: 6.1016 2021-03-14 16:39:38,116 - mmaction - INFO - Epoch [71][920/1253] lr: 7.500e-04, eta: 7:46:25, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7206, top5_acc: 0.8802, loss_cls: 1.1919, loss: 1.1919, grad_norm: 6.1502 2021-03-14 16:39:50,455 - mmaction - INFO - Epoch [71][940/1253] lr: 7.500e-04, eta: 7:46:08, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7055, top5_acc: 0.8776, loss_cls: 1.2099, loss: 1.2099, grad_norm: 6.1935 2021-03-14 16:40:02,767 - mmaction - INFO - Epoch [71][960/1253] lr: 7.500e-04, eta: 7:45:52, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7029, top5_acc: 0.8734, loss_cls: 1.2303, loss: 1.2303, grad_norm: 6.1326 2021-03-14 16:40:15,030 - mmaction - INFO - Epoch [71][980/1253] lr: 7.500e-04, eta: 7:45:35, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8951, loss_cls: 1.1268, loss: 1.1268, grad_norm: 6.0518 2021-03-14 16:40:27,314 - mmaction - INFO - Epoch [71][1000/1253] lr: 7.500e-04, eta: 7:45:19, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7081, top5_acc: 0.8727, loss_cls: 1.2184, loss: 1.2184, grad_norm: 6.2454 2021-03-14 16:40:39,471 - mmaction - INFO - Epoch [71][1020/1253] lr: 7.500e-04, eta: 7:45:02, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8818, loss_cls: 1.2157, loss: 1.2157, grad_norm: 6.1546 2021-03-14 16:40:51,742 - mmaction - INFO - Epoch [71][1040/1253] lr: 7.500e-04, eta: 7:44:46, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7068, top5_acc: 0.8839, loss_cls: 1.1978, loss: 1.1978, grad_norm: 6.1655 2021-03-14 16:41:03,987 - mmaction - INFO - Epoch [71][1060/1253] lr: 7.500e-04, eta: 7:44:29, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7133, top5_acc: 0.8865, loss_cls: 1.1665, loss: 1.1665, grad_norm: 6.0527 2021-03-14 16:41:16,314 - mmaction - INFO - Epoch [71][1080/1253] lr: 7.500e-04, eta: 7:44:13, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8823, loss_cls: 1.1651, loss: 1.1651, grad_norm: 5.9638 2021-03-14 16:41:28,666 - mmaction - INFO - Epoch [71][1100/1253] lr: 7.500e-04, eta: 7:43:56, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.6990, top5_acc: 0.8716, loss_cls: 1.2156, loss: 1.2156, grad_norm: 6.1322 2021-03-14 16:41:40,901 - mmaction - INFO - Epoch [71][1120/1253] lr: 7.500e-04, eta: 7:43:40, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7005, top5_acc: 0.8758, loss_cls: 1.2319, loss: 1.2319, grad_norm: 6.2127 2021-03-14 16:41:53,201 - mmaction - INFO - Epoch [71][1140/1253] lr: 7.500e-04, eta: 7:43:23, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7203, top5_acc: 0.8836, loss_cls: 1.1752, loss: 1.1752, grad_norm: 6.0466 2021-03-14 16:42:05,379 - mmaction - INFO - Epoch [71][1160/1253] lr: 7.500e-04, eta: 7:43:07, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8870, loss_cls: 1.1444, loss: 1.1444, grad_norm: 6.1126 2021-03-14 16:42:17,786 - mmaction - INFO - Epoch [71][1180/1253] lr: 7.500e-04, eta: 7:42:50, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7003, top5_acc: 0.8758, loss_cls: 1.2365, loss: 1.2365, grad_norm: 6.1585 2021-03-14 16:42:30,026 - mmaction - INFO - Epoch [71][1200/1253] lr: 7.500e-04, eta: 7:42:34, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.6990, top5_acc: 0.8781, loss_cls: 1.1927, loss: 1.1927, grad_norm: 6.1665 2021-03-14 16:42:42,318 - mmaction - INFO - Epoch [71][1220/1253] lr: 7.500e-04, eta: 7:42:17, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8776, loss_cls: 1.1802, loss: 1.1802, grad_norm: 6.0261 2021-03-14 16:42:54,646 - mmaction - INFO - Epoch [71][1240/1253] lr: 7.500e-04, eta: 7:42:01, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7208, top5_acc: 0.8852, loss_cls: 1.1529, loss: 1.1529, grad_norm: 5.9771 2021-03-14 16:46:31,497 - mmaction - INFO - Epoch [72][20/1253] lr: 7.500e-04, eta: 7:42:50, time: 10.353, data_time: 9.741, memory: 8809, top1_acc: 0.7078, top5_acc: 0.8789, loss_cls: 1.1936, loss: 1.1936, grad_norm: 6.0934 2021-03-14 16:46:43,795 - mmaction - INFO - Epoch [72][40/1253] lr: 7.500e-04, eta: 7:42:33, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7135, top5_acc: 0.8885, loss_cls: 1.1526, loss: 1.1526, grad_norm: 5.9376 2021-03-14 16:46:56,038 - mmaction - INFO - Epoch [72][60/1253] lr: 7.500e-04, eta: 7:42:17, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8891, loss_cls: 1.1448, loss: 1.1448, grad_norm: 5.9627 2021-03-14 16:47:08,366 - mmaction - INFO - Epoch [72][80/1253] lr: 7.500e-04, eta: 7:42:00, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7107, top5_acc: 0.8852, loss_cls: 1.1903, loss: 1.1903, grad_norm: 6.1794 2021-03-14 16:47:20,640 - mmaction - INFO - Epoch [72][100/1253] lr: 7.500e-04, eta: 7:41:44, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7141, top5_acc: 0.8849, loss_cls: 1.1649, loss: 1.1649, grad_norm: 6.0977 2021-03-14 16:47:32,900 - mmaction - INFO - Epoch [72][120/1253] lr: 7.500e-04, eta: 7:41:27, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7034, top5_acc: 0.8768, loss_cls: 1.2027, loss: 1.2027, grad_norm: 6.1936 2021-03-14 16:47:45,123 - mmaction - INFO - Epoch [72][140/1253] lr: 7.500e-04, eta: 7:41:11, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7070, top5_acc: 0.8747, loss_cls: 1.2079, loss: 1.2079, grad_norm: 6.0428 2021-03-14 16:47:57,495 - mmaction - INFO - Epoch [72][160/1253] lr: 7.500e-04, eta: 7:40:54, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7146, top5_acc: 0.8729, loss_cls: 1.1780, loss: 1.1780, grad_norm: 5.9953 2021-03-14 16:48:09,696 - mmaction - INFO - Epoch [72][180/1253] lr: 7.500e-04, eta: 7:40:38, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8760, loss_cls: 1.2090, loss: 1.2090, grad_norm: 6.1313 2021-03-14 16:48:21,991 - mmaction - INFO - Epoch [72][200/1253] lr: 7.500e-04, eta: 7:40:21, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8812, loss_cls: 1.1424, loss: 1.1424, grad_norm: 5.9809 2021-03-14 16:48:34,200 - mmaction - INFO - Epoch [72][220/1253] lr: 7.500e-04, eta: 7:40:05, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7266, top5_acc: 0.8849, loss_cls: 1.1605, loss: 1.1605, grad_norm: 6.0276 2021-03-14 16:48:46,367 - mmaction - INFO - Epoch [72][240/1253] lr: 7.500e-04, eta: 7:39:48, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7143, top5_acc: 0.8872, loss_cls: 1.1565, loss: 1.1565, grad_norm: 6.0942 2021-03-14 16:48:58,594 - mmaction - INFO - Epoch [72][260/1253] lr: 7.500e-04, eta: 7:39:32, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7297, top5_acc: 0.8917, loss_cls: 1.1142, loss: 1.1142, grad_norm: 5.9623 2021-03-14 16:49:10,947 - mmaction - INFO - Epoch [72][280/1253] lr: 7.500e-04, eta: 7:39:15, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7109, top5_acc: 0.8831, loss_cls: 1.1907, loss: 1.1907, grad_norm: 6.1702 2021-03-14 16:49:23,191 - mmaction - INFO - Epoch [72][300/1253] lr: 7.500e-04, eta: 7:38:59, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7112, top5_acc: 0.8799, loss_cls: 1.1812, loss: 1.1812, grad_norm: 6.1383 2021-03-14 16:49:35,415 - mmaction - INFO - Epoch [72][320/1253] lr: 7.500e-04, eta: 7:38:42, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8828, loss_cls: 1.1410, loss: 1.1410, grad_norm: 6.0169 2021-03-14 16:49:47,661 - mmaction - INFO - Epoch [72][340/1253] lr: 7.500e-04, eta: 7:38:26, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7096, top5_acc: 0.8786, loss_cls: 1.1998, loss: 1.1998, grad_norm: 6.1412 2021-03-14 16:49:59,977 - mmaction - INFO - Epoch [72][360/1253] lr: 7.500e-04, eta: 7:38:09, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7065, top5_acc: 0.8844, loss_cls: 1.1887, loss: 1.1887, grad_norm: 6.1507 2021-03-14 16:50:12,324 - mmaction - INFO - Epoch [72][380/1253] lr: 7.500e-04, eta: 7:37:53, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7039, top5_acc: 0.8805, loss_cls: 1.1978, loss: 1.1978, grad_norm: 6.2256 2021-03-14 16:50:24,557 - mmaction - INFO - Epoch [72][400/1253] lr: 7.500e-04, eta: 7:37:36, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7188, top5_acc: 0.8878, loss_cls: 1.1566, loss: 1.1566, grad_norm: 6.1051 2021-03-14 16:50:36,865 - mmaction - INFO - Epoch [72][420/1253] lr: 7.500e-04, eta: 7:37:20, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7154, top5_acc: 0.8846, loss_cls: 1.1485, loss: 1.1485, grad_norm: 6.1227 2021-03-14 16:50:49,172 - mmaction - INFO - Epoch [72][440/1253] lr: 7.500e-04, eta: 7:37:03, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7122, top5_acc: 0.8826, loss_cls: 1.1994, loss: 1.1994, grad_norm: 6.1492 2021-03-14 16:51:01,351 - mmaction - INFO - Epoch [72][460/1253] lr: 7.500e-04, eta: 7:36:47, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7021, top5_acc: 0.8698, loss_cls: 1.2282, loss: 1.2282, grad_norm: 6.3018 2021-03-14 16:51:13,606 - mmaction - INFO - Epoch [72][480/1253] lr: 7.500e-04, eta: 7:36:30, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8805, loss_cls: 1.1514, loss: 1.1514, grad_norm: 5.9230 2021-03-14 16:51:25,807 - mmaction - INFO - Epoch [72][500/1253] lr: 7.500e-04, eta: 7:36:14, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7125, top5_acc: 0.8786, loss_cls: 1.1955, loss: 1.1955, grad_norm: 6.0559 2021-03-14 16:51:38,095 - mmaction - INFO - Epoch [72][520/1253] lr: 7.500e-04, eta: 7:35:57, time: 0.614, data_time: 0.006, memory: 8809, top1_acc: 0.7281, top5_acc: 0.8927, loss_cls: 1.1469, loss: 1.1469, grad_norm: 6.0221 2021-03-14 16:51:50,308 - mmaction - INFO - Epoch [72][540/1253] lr: 7.500e-04, eta: 7:35:41, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7146, top5_acc: 0.8865, loss_cls: 1.1521, loss: 1.1521, grad_norm: 6.0668 2021-03-14 16:52:02,758 - mmaction - INFO - Epoch [72][560/1253] lr: 7.500e-04, eta: 7:35:24, time: 0.622, data_time: 0.003, memory: 8809, top1_acc: 0.7141, top5_acc: 0.8823, loss_cls: 1.1703, loss: 1.1703, grad_norm: 6.1547 2021-03-14 16:52:15,068 - mmaction - INFO - Epoch [72][580/1253] lr: 7.500e-04, eta: 7:35:08, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8872, loss_cls: 1.1328, loss: 1.1328, grad_norm: 6.0557 2021-03-14 16:52:27,330 - mmaction - INFO - Epoch [72][600/1253] lr: 7.500e-04, eta: 7:34:51, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8875, loss_cls: 1.1527, loss: 1.1527, grad_norm: 6.0812 2021-03-14 16:52:39,625 - mmaction - INFO - Epoch [72][620/1253] lr: 7.500e-04, eta: 7:34:35, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7049, top5_acc: 0.8773, loss_cls: 1.1938, loss: 1.1938, grad_norm: 6.1287 2021-03-14 16:52:52,026 - mmaction - INFO - Epoch [72][640/1253] lr: 7.500e-04, eta: 7:34:19, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.1853, loss: 1.1853, grad_norm: 6.1310 2021-03-14 16:53:04,440 - mmaction - INFO - Epoch [72][660/1253] lr: 7.500e-04, eta: 7:34:02, time: 0.621, data_time: 0.003, memory: 8809, top1_acc: 0.7115, top5_acc: 0.8773, loss_cls: 1.1978, loss: 1.1978, grad_norm: 6.1789 2021-03-14 16:53:16,819 - mmaction - INFO - Epoch [72][680/1253] lr: 7.500e-04, eta: 7:33:46, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7104, top5_acc: 0.8820, loss_cls: 1.1950, loss: 1.1950, grad_norm: 6.0605 2021-03-14 16:53:29,126 - mmaction - INFO - Epoch [72][700/1253] lr: 7.500e-04, eta: 7:33:29, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7000, top5_acc: 0.8654, loss_cls: 1.2535, loss: 1.2535, grad_norm: 6.2958 2021-03-14 16:53:41,413 - mmaction - INFO - Epoch [72][720/1253] lr: 7.500e-04, eta: 7:33:13, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7143, top5_acc: 0.8854, loss_cls: 1.1706, loss: 1.1706, grad_norm: 6.1505 2021-03-14 16:53:53,664 - mmaction - INFO - Epoch [72][740/1253] lr: 7.500e-04, eta: 7:32:56, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.1739, loss: 1.1739, grad_norm: 6.0920 2021-03-14 16:54:05,991 - mmaction - INFO - Epoch [72][760/1253] lr: 7.500e-04, eta: 7:32:40, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7138, top5_acc: 0.8784, loss_cls: 1.1850, loss: 1.1850, grad_norm: 6.1305 2021-03-14 16:54:18,304 - mmaction - INFO - Epoch [72][780/1253] lr: 7.500e-04, eta: 7:32:23, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7078, top5_acc: 0.8849, loss_cls: 1.1711, loss: 1.1711, grad_norm: 6.1396 2021-03-14 16:54:30,567 - mmaction - INFO - Epoch [72][800/1253] lr: 7.500e-04, eta: 7:32:07, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1786, loss: 1.1786, grad_norm: 6.0818 2021-03-14 16:54:42,912 - mmaction - INFO - Epoch [72][820/1253] lr: 7.500e-04, eta: 7:31:51, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7081, top5_acc: 0.8753, loss_cls: 1.1945, loss: 1.1945, grad_norm: 6.0278 2021-03-14 16:54:55,207 - mmaction - INFO - Epoch [72][840/1253] lr: 7.500e-04, eta: 7:31:34, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7081, top5_acc: 0.8784, loss_cls: 1.1771, loss: 1.1771, grad_norm: 6.1564 2021-03-14 16:55:07,569 - mmaction - INFO - Epoch [72][860/1253] lr: 7.500e-04, eta: 7:31:18, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7023, top5_acc: 0.8773, loss_cls: 1.1993, loss: 1.1993, grad_norm: 6.2159 2021-03-14 16:55:19,823 - mmaction - INFO - Epoch [72][880/1253] lr: 7.500e-04, eta: 7:31:01, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7073, top5_acc: 0.8724, loss_cls: 1.2276, loss: 1.2276, grad_norm: 6.1513 2021-03-14 16:55:32,192 - mmaction - INFO - Epoch [72][900/1253] lr: 7.500e-04, eta: 7:30:45, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8945, loss_cls: 1.1204, loss: 1.1204, grad_norm: 6.0541 2021-03-14 16:55:44,451 - mmaction - INFO - Epoch [72][920/1253] lr: 7.500e-04, eta: 7:30:28, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7271, top5_acc: 0.8875, loss_cls: 1.1313, loss: 1.1313, grad_norm: 6.0250 2021-03-14 16:55:56,648 - mmaction - INFO - Epoch [72][940/1253] lr: 7.500e-04, eta: 7:30:12, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8852, loss_cls: 1.1784, loss: 1.1784, grad_norm: 6.2865 2021-03-14 16:56:08,917 - mmaction - INFO - Epoch [72][960/1253] lr: 7.500e-04, eta: 7:29:56, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7148, top5_acc: 0.8909, loss_cls: 1.1706, loss: 1.1706, grad_norm: 6.0895 2021-03-14 16:56:21,181 - mmaction - INFO - Epoch [72][980/1253] lr: 7.500e-04, eta: 7:29:39, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7008, top5_acc: 0.8786, loss_cls: 1.2189, loss: 1.2189, grad_norm: 6.3119 2021-03-14 16:56:33,425 - mmaction - INFO - Epoch [72][1000/1253] lr: 7.500e-04, eta: 7:29:23, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7122, top5_acc: 0.8721, loss_cls: 1.2090, loss: 1.2090, grad_norm: 6.0730 2021-03-14 16:56:45,754 - mmaction - INFO - Epoch [72][1020/1253] lr: 7.500e-04, eta: 7:29:06, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7138, top5_acc: 0.8878, loss_cls: 1.1321, loss: 1.1321, grad_norm: 6.0424 2021-03-14 16:56:58,019 - mmaction - INFO - Epoch [72][1040/1253] lr: 7.500e-04, eta: 7:28:50, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7154, top5_acc: 0.8841, loss_cls: 1.1780, loss: 1.1780, grad_norm: 6.1636 2021-03-14 16:57:10,270 - mmaction - INFO - Epoch [72][1060/1253] lr: 7.500e-04, eta: 7:28:33, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7073, top5_acc: 0.8792, loss_cls: 1.1761, loss: 1.1761, grad_norm: 6.0326 2021-03-14 16:57:22,691 - mmaction - INFO - Epoch [72][1080/1253] lr: 7.500e-04, eta: 7:28:17, time: 0.621, data_time: 0.003, memory: 8809, top1_acc: 0.7156, top5_acc: 0.8818, loss_cls: 1.1724, loss: 1.1724, grad_norm: 5.9916 2021-03-14 16:57:34,963 - mmaction - INFO - Epoch [72][1100/1253] lr: 7.500e-04, eta: 7:28:01, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7065, top5_acc: 0.8797, loss_cls: 1.1934, loss: 1.1934, grad_norm: 6.1907 2021-03-14 16:57:47,308 - mmaction - INFO - Epoch [72][1120/1253] lr: 7.500e-04, eta: 7:27:44, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7018, top5_acc: 0.8818, loss_cls: 1.1872, loss: 1.1872, grad_norm: 6.1172 2021-03-14 16:57:59,632 - mmaction - INFO - Epoch [72][1140/1253] lr: 7.500e-04, eta: 7:27:28, time: 0.618, data_time: 0.004, memory: 8809, top1_acc: 0.7159, top5_acc: 0.8872, loss_cls: 1.1264, loss: 1.1264, grad_norm: 6.0642 2021-03-14 16:58:11,931 - mmaction - INFO - Epoch [72][1160/1253] lr: 7.500e-04, eta: 7:27:11, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8833, loss_cls: 1.1569, loss: 1.1569, grad_norm: 6.0319 2021-03-14 16:58:24,248 - mmaction - INFO - Epoch [72][1180/1253] lr: 7.500e-04, eta: 7:26:55, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7099, top5_acc: 0.8859, loss_cls: 1.1734, loss: 1.1734, grad_norm: 6.1141 2021-03-14 16:58:36,497 - mmaction - INFO - Epoch [72][1200/1253] lr: 7.500e-04, eta: 7:26:39, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7055, top5_acc: 0.8779, loss_cls: 1.2250, loss: 1.2250, grad_norm: 6.2284 2021-03-14 16:58:48,759 - mmaction - INFO - Epoch [72][1220/1253] lr: 7.500e-04, eta: 7:26:22, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7182, top5_acc: 0.8802, loss_cls: 1.1666, loss: 1.1666, grad_norm: 6.0054 2021-03-14 16:59:00,990 - mmaction - INFO - Epoch [72][1240/1253] lr: 7.500e-04, eta: 7:26:06, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7023, top5_acc: 0.8794, loss_cls: 1.2043, loss: 1.2043, grad_norm: 6.2468 2021-03-14 17:02:36,165 - mmaction - INFO - Epoch [73][20/1253] lr: 7.500e-04, eta: 7:26:51, time: 10.275, data_time: 9.652, memory: 8809, top1_acc: 0.7227, top5_acc: 0.8862, loss_cls: 1.1362, loss: 1.1362, grad_norm: 5.9464 2021-03-14 17:02:48,425 - mmaction - INFO - Epoch [73][40/1253] lr: 7.500e-04, eta: 7:26:34, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7128, top5_acc: 0.8867, loss_cls: 1.1530, loss: 1.1530, grad_norm: 6.0879 2021-03-14 17:03:00,695 - mmaction - INFO - Epoch [73][60/1253] lr: 7.500e-04, eta: 7:26:18, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7237, top5_acc: 0.8880, loss_cls: 1.1229, loss: 1.1229, grad_norm: 6.0123 2021-03-14 17:03:12,876 - mmaction - INFO - Epoch [73][80/1253] lr: 7.500e-04, eta: 7:26:01, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7120, top5_acc: 0.8755, loss_cls: 1.1968, loss: 1.1968, grad_norm: 6.0986 2021-03-14 17:03:25,106 - mmaction - INFO - Epoch [73][100/1253] lr: 7.500e-04, eta: 7:25:45, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7146, top5_acc: 0.8773, loss_cls: 1.1823, loss: 1.1823, grad_norm: 6.0529 2021-03-14 17:03:37,366 - mmaction - INFO - Epoch [73][120/1253] lr: 7.500e-04, eta: 7:25:28, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7214, top5_acc: 0.8883, loss_cls: 1.1492, loss: 1.1492, grad_norm: 6.0635 2021-03-14 17:03:49,617 - mmaction - INFO - Epoch [73][140/1253] lr: 7.500e-04, eta: 7:25:12, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7078, top5_acc: 0.8849, loss_cls: 1.1943, loss: 1.1943, grad_norm: 6.2232 2021-03-14 17:04:01,773 - mmaction - INFO - Epoch [73][160/1253] lr: 7.500e-04, eta: 7:24:55, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.7130, top5_acc: 0.8773, loss_cls: 1.1933, loss: 1.1933, grad_norm: 6.1080 2021-03-14 17:04:14,089 - mmaction - INFO - Epoch [73][180/1253] lr: 7.500e-04, eta: 7:24:39, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7203, top5_acc: 0.8844, loss_cls: 1.1410, loss: 1.1410, grad_norm: 6.0838 2021-03-14 17:04:26,394 - mmaction - INFO - Epoch [73][200/1253] lr: 7.500e-04, eta: 7:24:22, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8867, loss_cls: 1.1672, loss: 1.1672, grad_norm: 6.1273 2021-03-14 17:04:38,627 - mmaction - INFO - Epoch [73][220/1253] lr: 7.500e-04, eta: 7:24:06, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8904, loss_cls: 1.1252, loss: 1.1252, grad_norm: 5.9728 2021-03-14 17:04:50,840 - mmaction - INFO - Epoch [73][240/1253] lr: 7.500e-04, eta: 7:23:49, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7104, top5_acc: 0.8846, loss_cls: 1.1700, loss: 1.1700, grad_norm: 6.1589 2021-03-14 17:05:03,080 - mmaction - INFO - Epoch [73][260/1253] lr: 7.500e-04, eta: 7:23:33, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7135, top5_acc: 0.8839, loss_cls: 1.1837, loss: 1.1837, grad_norm: 6.2014 2021-03-14 17:05:15,389 - mmaction - INFO - Epoch [73][280/1253] lr: 7.500e-04, eta: 7:23:17, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7211, top5_acc: 0.8888, loss_cls: 1.1497, loss: 1.1497, grad_norm: 6.0297 2021-03-14 17:05:27,759 - mmaction - INFO - Epoch [73][300/1253] lr: 7.500e-04, eta: 7:23:00, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7120, top5_acc: 0.8826, loss_cls: 1.1622, loss: 1.1622, grad_norm: 6.0964 2021-03-14 17:05:39,998 - mmaction - INFO - Epoch [73][320/1253] lr: 7.500e-04, eta: 7:22:44, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7120, top5_acc: 0.8789, loss_cls: 1.1970, loss: 1.1970, grad_norm: 6.1766 2021-03-14 17:05:52,201 - mmaction - INFO - Epoch [73][340/1253] lr: 7.500e-04, eta: 7:22:27, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7297, top5_acc: 0.8891, loss_cls: 1.1092, loss: 1.1092, grad_norm: 5.9407 2021-03-14 17:06:04,434 - mmaction - INFO - Epoch [73][360/1253] lr: 7.500e-04, eta: 7:22:11, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7206, top5_acc: 0.8904, loss_cls: 1.1288, loss: 1.1288, grad_norm: 6.0494 2021-03-14 17:06:16,727 - mmaction - INFO - Epoch [73][380/1253] lr: 7.500e-04, eta: 7:21:54, time: 0.616, data_time: 0.004, memory: 8809, top1_acc: 0.6977, top5_acc: 0.8763, loss_cls: 1.2096, loss: 1.2096, grad_norm: 6.2473 2021-03-14 17:06:28,958 - mmaction - INFO - Epoch [73][400/1253] lr: 7.500e-04, eta: 7:21:38, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7201, top5_acc: 0.8906, loss_cls: 1.1521, loss: 1.1521, grad_norm: 6.0778 2021-03-14 17:06:41,150 - mmaction - INFO - Epoch [73][420/1253] lr: 7.500e-04, eta: 7:21:21, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.7169, top5_acc: 0.8865, loss_cls: 1.1305, loss: 1.1305, grad_norm: 6.0191 2021-03-14 17:06:53,398 - mmaction - INFO - Epoch [73][440/1253] lr: 7.500e-04, eta: 7:21:05, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7117, top5_acc: 0.8846, loss_cls: 1.1835, loss: 1.1835, grad_norm: 6.0648 2021-03-14 17:07:05,538 - mmaction - INFO - Epoch [73][460/1253] lr: 7.500e-04, eta: 7:20:49, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8888, loss_cls: 1.1183, loss: 1.1183, grad_norm: 5.9695 2021-03-14 17:07:17,839 - mmaction - INFO - Epoch [73][480/1253] lr: 7.500e-04, eta: 7:20:32, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6911, top5_acc: 0.8836, loss_cls: 1.2179, loss: 1.2179, grad_norm: 6.2804 2021-03-14 17:07:30,124 - mmaction - INFO - Epoch [73][500/1253] lr: 7.500e-04, eta: 7:20:16, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7138, top5_acc: 0.8789, loss_cls: 1.1891, loss: 1.1891, grad_norm: 6.0812 2021-03-14 17:07:42,409 - mmaction - INFO - Epoch [73][520/1253] lr: 7.500e-04, eta: 7:19:59, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7109, top5_acc: 0.8792, loss_cls: 1.1812, loss: 1.1812, grad_norm: 6.1387 2021-03-14 17:07:54,651 - mmaction - INFO - Epoch [73][540/1253] lr: 7.500e-04, eta: 7:19:43, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.1784, loss: 1.1784, grad_norm: 6.1265 2021-03-14 17:08:06,826 - mmaction - INFO - Epoch [73][560/1253] lr: 7.500e-04, eta: 7:19:26, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7156, top5_acc: 0.8828, loss_cls: 1.1678, loss: 1.1678, grad_norm: 6.1475 2021-03-14 17:08:19,138 - mmaction - INFO - Epoch [73][580/1253] lr: 7.500e-04, eta: 7:19:10, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7151, top5_acc: 0.8779, loss_cls: 1.1794, loss: 1.1794, grad_norm: 6.2186 2021-03-14 17:08:31,370 - mmaction - INFO - Epoch [73][600/1253] lr: 7.500e-04, eta: 7:18:54, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1713, loss: 1.1713, grad_norm: 6.0916 2021-03-14 17:08:43,542 - mmaction - INFO - Epoch [73][620/1253] lr: 7.500e-04, eta: 7:18:37, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7065, top5_acc: 0.8760, loss_cls: 1.1921, loss: 1.1921, grad_norm: 6.1703 2021-03-14 17:08:55,736 - mmaction - INFO - Epoch [73][640/1253] lr: 7.500e-04, eta: 7:18:21, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7211, top5_acc: 0.8878, loss_cls: 1.1454, loss: 1.1454, grad_norm: 6.1106 2021-03-14 17:09:08,011 - mmaction - INFO - Epoch [73][660/1253] lr: 7.500e-04, eta: 7:18:04, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7138, top5_acc: 0.8786, loss_cls: 1.1674, loss: 1.1674, grad_norm: 6.0666 2021-03-14 17:09:20,199 - mmaction - INFO - Epoch [73][680/1253] lr: 7.500e-04, eta: 7:17:48, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7107, top5_acc: 0.8826, loss_cls: 1.1891, loss: 1.1891, grad_norm: 6.1573 2021-03-14 17:09:32,472 - mmaction - INFO - Epoch [73][700/1253] lr: 7.500e-04, eta: 7:17:31, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7081, top5_acc: 0.8693, loss_cls: 1.1945, loss: 1.1945, grad_norm: 6.1143 2021-03-14 17:09:44,758 - mmaction - INFO - Epoch [73][720/1253] lr: 7.500e-04, eta: 7:17:15, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7151, top5_acc: 0.8885, loss_cls: 1.1407, loss: 1.1407, grad_norm: 6.0564 2021-03-14 17:09:56,992 - mmaction - INFO - Epoch [73][740/1253] lr: 7.500e-04, eta: 7:16:59, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8839, loss_cls: 1.1389, loss: 1.1389, grad_norm: 6.0964 2021-03-14 17:10:09,211 - mmaction - INFO - Epoch [73][760/1253] lr: 7.500e-04, eta: 7:16:42, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7214, top5_acc: 0.8854, loss_cls: 1.1334, loss: 1.1334, grad_norm: 6.0375 2021-03-14 17:10:21,404 - mmaction - INFO - Epoch [73][780/1253] lr: 7.500e-04, eta: 7:16:26, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7182, top5_acc: 0.8802, loss_cls: 1.1482, loss: 1.1482, grad_norm: 6.0619 2021-03-14 17:10:33,732 - mmaction - INFO - Epoch [73][800/1253] lr: 7.500e-04, eta: 7:16:09, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7005, top5_acc: 0.8789, loss_cls: 1.2181, loss: 1.2181, grad_norm: 6.1826 2021-03-14 17:10:46,003 - mmaction - INFO - Epoch [73][820/1253] lr: 7.500e-04, eta: 7:15:53, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7049, top5_acc: 0.8802, loss_cls: 1.1980, loss: 1.1980, grad_norm: 6.2148 2021-03-14 17:10:58,267 - mmaction - INFO - Epoch [73][840/1253] lr: 7.500e-04, eta: 7:15:37, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7036, top5_acc: 0.8714, loss_cls: 1.2430, loss: 1.2430, grad_norm: 6.1964 2021-03-14 17:11:10,489 - mmaction - INFO - Epoch [73][860/1253] lr: 7.500e-04, eta: 7:15:20, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6961, top5_acc: 0.8750, loss_cls: 1.2541, loss: 1.2541, grad_norm: 6.3682 2021-03-14 17:11:22,615 - mmaction - INFO - Epoch [73][880/1253] lr: 7.500e-04, eta: 7:15:04, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.7151, top5_acc: 0.8904, loss_cls: 1.1506, loss: 1.1506, grad_norm: 6.1643 2021-03-14 17:11:34,897 - mmaction - INFO - Epoch [73][900/1253] lr: 7.500e-04, eta: 7:14:47, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7122, top5_acc: 0.8875, loss_cls: 1.1588, loss: 1.1588, grad_norm: 6.1335 2021-03-14 17:11:47,163 - mmaction - INFO - Epoch [73][920/1253] lr: 7.500e-04, eta: 7:14:31, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7003, top5_acc: 0.8820, loss_cls: 1.2015, loss: 1.2015, grad_norm: 6.3092 2021-03-14 17:11:59,375 - mmaction - INFO - Epoch [73][940/1253] lr: 7.500e-04, eta: 7:14:15, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.7096, top5_acc: 0.8849, loss_cls: 1.1750, loss: 1.1750, grad_norm: 6.1666 2021-03-14 17:12:11,704 - mmaction - INFO - Epoch [73][960/1253] lr: 7.500e-04, eta: 7:13:58, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.7182, top5_acc: 0.8891, loss_cls: 1.1417, loss: 1.1417, grad_norm: 6.0560 2021-03-14 17:12:23,997 - mmaction - INFO - Epoch [73][980/1253] lr: 7.500e-04, eta: 7:13:42, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7081, top5_acc: 0.8779, loss_cls: 1.1882, loss: 1.1882, grad_norm: 6.2913 2021-03-14 17:12:36,225 - mmaction - INFO - Epoch [73][1000/1253] lr: 7.500e-04, eta: 7:13:25, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7049, top5_acc: 0.8823, loss_cls: 1.1904, loss: 1.1904, grad_norm: 6.2575 2021-03-14 17:12:48,388 - mmaction - INFO - Epoch [73][1020/1253] lr: 7.500e-04, eta: 7:13:09, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.6992, top5_acc: 0.8802, loss_cls: 1.2103, loss: 1.2103, grad_norm: 6.2717 2021-03-14 17:13:00,721 - mmaction - INFO - Epoch [73][1040/1253] lr: 7.500e-04, eta: 7:12:53, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7266, top5_acc: 0.8948, loss_cls: 1.1133, loss: 1.1133, grad_norm: 5.9877 2021-03-14 17:13:13,024 - mmaction - INFO - Epoch [73][1060/1253] lr: 7.500e-04, eta: 7:12:36, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2275, loss: 1.2275, grad_norm: 6.3144 2021-03-14 17:13:25,356 - mmaction - INFO - Epoch [73][1080/1253] lr: 7.500e-04, eta: 7:12:20, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8802, loss_cls: 1.1955, loss: 1.1955, grad_norm: 6.1524 2021-03-14 17:13:37,703 - mmaction - INFO - Epoch [73][1100/1253] lr: 7.500e-04, eta: 7:12:04, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7130, top5_acc: 0.8844, loss_cls: 1.1870, loss: 1.1870, grad_norm: 6.2249 2021-03-14 17:13:49,911 - mmaction - INFO - Epoch [73][1120/1253] lr: 7.500e-04, eta: 7:11:47, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7076, top5_acc: 0.8792, loss_cls: 1.2173, loss: 1.2173, grad_norm: 6.3003 2021-03-14 17:14:02,164 - mmaction - INFO - Epoch [73][1140/1253] lr: 7.500e-04, eta: 7:11:31, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6964, top5_acc: 0.8750, loss_cls: 1.2476, loss: 1.2476, grad_norm: 6.3825 2021-03-14 17:14:14,481 - mmaction - INFO - Epoch [73][1160/1253] lr: 7.500e-04, eta: 7:11:15, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7099, top5_acc: 0.8904, loss_cls: 1.1675, loss: 1.1675, grad_norm: 6.2633 2021-03-14 17:14:26,706 - mmaction - INFO - Epoch [73][1180/1253] lr: 7.500e-04, eta: 7:10:58, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8818, loss_cls: 1.1861, loss: 1.1861, grad_norm: 6.2748 2021-03-14 17:14:38,949 - mmaction - INFO - Epoch [73][1200/1253] lr: 7.500e-04, eta: 7:10:42, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7234, top5_acc: 0.8854, loss_cls: 1.1470, loss: 1.1470, grad_norm: 5.9903 2021-03-14 17:14:51,184 - mmaction - INFO - Epoch [73][1220/1253] lr: 7.500e-04, eta: 7:10:25, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7148, top5_acc: 0.8826, loss_cls: 1.1718, loss: 1.1718, grad_norm: 6.1561 2021-03-14 17:15:03,360 - mmaction - INFO - Epoch [73][1240/1253] lr: 7.500e-04, eta: 7:10:09, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.7018, top5_acc: 0.8768, loss_cls: 1.2073, loss: 1.2073, grad_norm: 6.1642 2021-03-14 17:18:39,232 - mmaction - INFO - Epoch [74][20/1253] lr: 7.500e-04, eta: 7:10:51, time: 10.306, data_time: 9.653, memory: 8809, top1_acc: 0.7206, top5_acc: 0.8896, loss_cls: 1.1202, loss: 1.1202, grad_norm: 6.1222 2021-03-14 17:18:51,574 - mmaction - INFO - Epoch [74][40/1253] lr: 7.500e-04, eta: 7:10:34, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7242, top5_acc: 0.8878, loss_cls: 1.1423, loss: 1.1423, grad_norm: 6.1178 2021-03-14 17:19:03,806 - mmaction - INFO - Epoch [74][60/1253] lr: 7.500e-04, eta: 7:10:18, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7115, top5_acc: 0.8781, loss_cls: 1.1906, loss: 1.1906, grad_norm: 6.1680 2021-03-14 17:19:16,038 - mmaction - INFO - Epoch [74][80/1253] lr: 7.500e-04, eta: 7:10:01, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7143, top5_acc: 0.8846, loss_cls: 1.1574, loss: 1.1574, grad_norm: 6.2556 2021-03-14 17:19:28,287 - mmaction - INFO - Epoch [74][100/1253] lr: 7.500e-04, eta: 7:09:45, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7076, top5_acc: 0.8891, loss_cls: 1.1686, loss: 1.1686, grad_norm: 6.2798 2021-03-14 17:19:40,458 - mmaction - INFO - Epoch [74][120/1253] lr: 7.500e-04, eta: 7:09:29, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8846, loss_cls: 1.1198, loss: 1.1198, grad_norm: 5.9965 2021-03-14 17:19:52,734 - mmaction - INFO - Epoch [74][140/1253] lr: 7.500e-04, eta: 7:09:12, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7109, top5_acc: 0.8768, loss_cls: 1.1859, loss: 1.1859, grad_norm: 6.1523 2021-03-14 17:20:04,997 - mmaction - INFO - Epoch [74][160/1253] lr: 7.500e-04, eta: 7:08:56, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8932, loss_cls: 1.1336, loss: 1.1336, grad_norm: 6.1253 2021-03-14 17:20:17,200 - mmaction - INFO - Epoch [74][180/1253] lr: 7.500e-04, eta: 7:08:39, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7253, top5_acc: 0.8836, loss_cls: 1.1430, loss: 1.1430, grad_norm: 6.0612 2021-03-14 17:20:29,595 - mmaction - INFO - Epoch [74][200/1253] lr: 7.500e-04, eta: 7:08:23, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.7172, top5_acc: 0.8802, loss_cls: 1.1770, loss: 1.1770, grad_norm: 6.1310 2021-03-14 17:20:41,798 - mmaction - INFO - Epoch [74][220/1253] lr: 7.500e-04, eta: 7:08:07, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8977, loss_cls: 1.1229, loss: 1.1229, grad_norm: 6.0529 2021-03-14 17:20:54,007 - mmaction - INFO - Epoch [74][240/1253] lr: 7.500e-04, eta: 7:07:50, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8807, loss_cls: 1.1727, loss: 1.1727, grad_norm: 6.1785 2021-03-14 17:21:06,244 - mmaction - INFO - Epoch [74][260/1253] lr: 7.500e-04, eta: 7:07:34, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7229, top5_acc: 0.8836, loss_cls: 1.1581, loss: 1.1581, grad_norm: 6.1439 2021-03-14 17:21:18,582 - mmaction - INFO - Epoch [74][280/1253] lr: 7.500e-04, eta: 7:07:17, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7156, top5_acc: 0.8852, loss_cls: 1.1643, loss: 1.1643, grad_norm: 6.0623 2021-03-14 17:21:30,853 - mmaction - INFO - Epoch [74][300/1253] lr: 7.500e-04, eta: 7:07:01, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7099, top5_acc: 0.8828, loss_cls: 1.1717, loss: 1.1717, grad_norm: 6.1344 2021-03-14 17:21:43,083 - mmaction - INFO - Epoch [74][320/1253] lr: 7.500e-04, eta: 7:06:45, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7161, top5_acc: 0.8763, loss_cls: 1.1908, loss: 1.1908, grad_norm: 6.2155 2021-03-14 17:21:55,436 - mmaction - INFO - Epoch [74][340/1253] lr: 7.500e-04, eta: 7:06:28, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7099, top5_acc: 0.8776, loss_cls: 1.1912, loss: 1.1912, grad_norm: 6.1897 2021-03-14 17:22:07,776 - mmaction - INFO - Epoch [74][360/1253] lr: 7.500e-04, eta: 7:06:12, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7232, top5_acc: 0.8870, loss_cls: 1.1388, loss: 1.1388, grad_norm: 6.1014 2021-03-14 17:22:20,084 - mmaction - INFO - Epoch [74][380/1253] lr: 7.500e-04, eta: 7:05:56, time: 0.616, data_time: 0.004, memory: 8809, top1_acc: 0.7107, top5_acc: 0.8828, loss_cls: 1.1878, loss: 1.1878, grad_norm: 6.2409 2021-03-14 17:22:32,302 - mmaction - INFO - Epoch [74][400/1253] lr: 7.500e-04, eta: 7:05:39, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7083, top5_acc: 0.8753, loss_cls: 1.2068, loss: 1.2068, grad_norm: 6.3557 2021-03-14 17:22:44,653 - mmaction - INFO - Epoch [74][420/1253] lr: 7.500e-04, eta: 7:05:23, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.7177, top5_acc: 0.8849, loss_cls: 1.1492, loss: 1.1492, grad_norm: 6.1560 2021-03-14 17:22:57,031 - mmaction - INFO - Epoch [74][440/1253] lr: 7.500e-04, eta: 7:05:07, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7159, top5_acc: 0.8891, loss_cls: 1.1569, loss: 1.1569, grad_norm: 6.1220 2021-03-14 17:23:09,237 - mmaction - INFO - Epoch [74][460/1253] lr: 7.500e-04, eta: 7:04:50, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7284, top5_acc: 0.8867, loss_cls: 1.1356, loss: 1.1356, grad_norm: 6.0624 2021-03-14 17:23:21,520 - mmaction - INFO - Epoch [74][480/1253] lr: 7.500e-04, eta: 7:04:34, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7135, top5_acc: 0.8802, loss_cls: 1.1849, loss: 1.1849, grad_norm: 6.1434 2021-03-14 17:23:33,772 - mmaction - INFO - Epoch [74][500/1253] lr: 7.500e-04, eta: 7:04:17, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7177, top5_acc: 0.8841, loss_cls: 1.1558, loss: 1.1558, grad_norm: 6.1217 2021-03-14 17:23:46,023 - mmaction - INFO - Epoch [74][520/1253] lr: 7.500e-04, eta: 7:04:01, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7151, top5_acc: 0.8888, loss_cls: 1.1347, loss: 1.1347, grad_norm: 6.0616 2021-03-14 17:23:58,340 - mmaction - INFO - Epoch [74][540/1253] lr: 7.500e-04, eta: 7:03:45, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7133, top5_acc: 0.8815, loss_cls: 1.1841, loss: 1.1841, grad_norm: 6.1307 2021-03-14 17:24:10,636 - mmaction - INFO - Epoch [74][560/1253] lr: 7.500e-04, eta: 7:03:28, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7133, top5_acc: 0.8919, loss_cls: 1.1639, loss: 1.1639, grad_norm: 6.1829 2021-03-14 17:24:22,903 - mmaction - INFO - Epoch [74][580/1253] lr: 7.500e-04, eta: 7:03:12, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7104, top5_acc: 0.8758, loss_cls: 1.1860, loss: 1.1860, grad_norm: 6.2036 2021-03-14 17:24:35,133 - mmaction - INFO - Epoch [74][600/1253] lr: 7.500e-04, eta: 7:02:56, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7161, top5_acc: 0.8836, loss_cls: 1.1857, loss: 1.1857, grad_norm: 6.2177 2021-03-14 17:24:47,321 - mmaction - INFO - Epoch [74][620/1253] lr: 7.500e-04, eta: 7:02:39, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7206, top5_acc: 0.8773, loss_cls: 1.1923, loss: 1.1923, grad_norm: 6.2715 2021-03-14 17:24:59,575 - mmaction - INFO - Epoch [74][640/1253] lr: 7.500e-04, eta: 7:02:23, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7182, top5_acc: 0.8784, loss_cls: 1.1532, loss: 1.1532, grad_norm: 6.1094 2021-03-14 17:25:11,878 - mmaction - INFO - Epoch [74][660/1253] lr: 7.500e-04, eta: 7:02:07, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7169, top5_acc: 0.8812, loss_cls: 1.1686, loss: 1.1686, grad_norm: 6.1612 2021-03-14 17:25:24,118 - mmaction - INFO - Epoch [74][680/1253] lr: 7.500e-04, eta: 7:01:50, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8901, loss_cls: 1.1439, loss: 1.1439, grad_norm: 6.1293 2021-03-14 17:25:36,352 - mmaction - INFO - Epoch [74][700/1253] lr: 7.500e-04, eta: 7:01:34, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7102, top5_acc: 0.8875, loss_cls: 1.1662, loss: 1.1662, grad_norm: 6.1454 2021-03-14 17:25:48,533 - mmaction - INFO - Epoch [74][720/1253] lr: 7.500e-04, eta: 7:01:17, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7198, top5_acc: 0.8823, loss_cls: 1.1634, loss: 1.1634, grad_norm: 6.1751 2021-03-14 17:26:00,779 - mmaction - INFO - Epoch [74][740/1253] lr: 7.500e-04, eta: 7:01:01, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7057, top5_acc: 0.8818, loss_cls: 1.1855, loss: 1.1855, grad_norm: 6.1384 2021-03-14 17:26:12,941 - mmaction - INFO - Epoch [74][760/1253] lr: 7.500e-04, eta: 7:00:45, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6911, top5_acc: 0.8708, loss_cls: 1.2474, loss: 1.2474, grad_norm: 6.4041 2021-03-14 17:26:25,283 - mmaction - INFO - Epoch [74][780/1253] lr: 7.500e-04, eta: 7:00:28, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7013, top5_acc: 0.8672, loss_cls: 1.2403, loss: 1.2403, grad_norm: 6.2370 2021-03-14 17:26:37,484 - mmaction - INFO - Epoch [74][800/1253] lr: 7.500e-04, eta: 7:00:12, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7195, top5_acc: 0.8792, loss_cls: 1.1817, loss: 1.1817, grad_norm: 6.1582 2021-03-14 17:26:49,738 - mmaction - INFO - Epoch [74][820/1253] lr: 7.500e-04, eta: 6:59:56, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7148, top5_acc: 0.8810, loss_cls: 1.1775, loss: 1.1775, grad_norm: 6.1000 2021-03-14 17:27:02,103 - mmaction - INFO - Epoch [74][840/1253] lr: 7.500e-04, eta: 6:59:39, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7224, top5_acc: 0.8849, loss_cls: 1.1437, loss: 1.1437, grad_norm: 6.0380 2021-03-14 17:27:14,387 - mmaction - INFO - Epoch [74][860/1253] lr: 7.500e-04, eta: 6:59:23, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7154, top5_acc: 0.8815, loss_cls: 1.1801, loss: 1.1801, grad_norm: 6.1175 2021-03-14 17:27:26,705 - mmaction - INFO - Epoch [74][880/1253] lr: 7.500e-04, eta: 6:59:07, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7227, top5_acc: 0.8872, loss_cls: 1.1627, loss: 1.1627, grad_norm: 6.1236 2021-03-14 17:27:39,052 - mmaction - INFO - Epoch [74][900/1253] lr: 7.500e-04, eta: 6:58:50, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7115, top5_acc: 0.8857, loss_cls: 1.1646, loss: 1.1646, grad_norm: 6.2245 2021-03-14 17:27:51,382 - mmaction - INFO - Epoch [74][920/1253] lr: 7.500e-04, eta: 6:58:34, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7143, top5_acc: 0.8786, loss_cls: 1.2046, loss: 1.2046, grad_norm: 6.2269 2021-03-14 17:28:03,717 - mmaction - INFO - Epoch [74][940/1253] lr: 7.500e-04, eta: 6:58:18, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7201, top5_acc: 0.8828, loss_cls: 1.1436, loss: 1.1436, grad_norm: 5.9899 2021-03-14 17:28:15,966 - mmaction - INFO - Epoch [74][960/1253] lr: 7.500e-04, eta: 6:58:02, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.6958, top5_acc: 0.8802, loss_cls: 1.2269, loss: 1.2269, grad_norm: 6.3373 2021-03-14 17:28:28,118 - mmaction - INFO - Epoch [74][980/1253] lr: 7.500e-04, eta: 6:57:45, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7206, top5_acc: 0.8844, loss_cls: 1.1458, loss: 1.1458, grad_norm: 6.0595 2021-03-14 17:28:40,510 - mmaction - INFO - Epoch [74][1000/1253] lr: 7.500e-04, eta: 6:57:29, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7232, top5_acc: 0.8867, loss_cls: 1.1391, loss: 1.1391, grad_norm: 6.1441 2021-03-14 17:28:52,828 - mmaction - INFO - Epoch [74][1020/1253] lr: 7.500e-04, eta: 6:57:13, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8776, loss_cls: 1.2133, loss: 1.2133, grad_norm: 6.3286 2021-03-14 17:29:05,109 - mmaction - INFO - Epoch [74][1040/1253] lr: 7.500e-04, eta: 6:56:56, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7172, top5_acc: 0.8828, loss_cls: 1.1458, loss: 1.1458, grad_norm: 6.0157 2021-03-14 17:29:17,442 - mmaction - INFO - Epoch [74][1060/1253] lr: 7.500e-04, eta: 6:56:40, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7122, top5_acc: 0.8763, loss_cls: 1.1824, loss: 1.1824, grad_norm: 6.2245 2021-03-14 17:29:29,636 - mmaction - INFO - Epoch [74][1080/1253] lr: 7.500e-04, eta: 6:56:24, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7245, top5_acc: 0.8857, loss_cls: 1.1301, loss: 1.1301, grad_norm: 6.0905 2021-03-14 17:29:41,899 - mmaction - INFO - Epoch [74][1100/1253] lr: 7.500e-04, eta: 6:56:07, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7198, top5_acc: 0.8839, loss_cls: 1.1787, loss: 1.1787, grad_norm: 6.2699 2021-03-14 17:29:54,233 - mmaction - INFO - Epoch [74][1120/1253] lr: 7.500e-04, eta: 6:55:51, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7117, top5_acc: 0.8799, loss_cls: 1.1706, loss: 1.1706, grad_norm: 6.2334 2021-03-14 17:30:06,520 - mmaction - INFO - Epoch [74][1140/1253] lr: 7.500e-04, eta: 6:55:35, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8839, loss_cls: 1.1527, loss: 1.1527, grad_norm: 6.1318 2021-03-14 17:30:18,784 - mmaction - INFO - Epoch [74][1160/1253] lr: 7.500e-04, eta: 6:55:18, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7182, top5_acc: 0.8930, loss_cls: 1.1474, loss: 1.1474, grad_norm: 6.1518 2021-03-14 17:30:31,034 - mmaction - INFO - Epoch [74][1180/1253] lr: 7.500e-04, eta: 6:55:02, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7245, top5_acc: 0.8883, loss_cls: 1.1360, loss: 1.1360, grad_norm: 6.0652 2021-03-14 17:30:43,333 - mmaction - INFO - Epoch [74][1200/1253] lr: 7.500e-04, eta: 6:54:46, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7154, top5_acc: 0.8872, loss_cls: 1.1699, loss: 1.1699, grad_norm: 6.2044 2021-03-14 17:30:55,679 - mmaction - INFO - Epoch [74][1220/1253] lr: 7.500e-04, eta: 6:54:30, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7057, top5_acc: 0.8701, loss_cls: 1.2317, loss: 1.2317, grad_norm: 6.2785 2021-03-14 17:31:08,096 - mmaction - INFO - Epoch [74][1240/1253] lr: 7.500e-04, eta: 6:54:13, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.7161, top5_acc: 0.8924, loss_cls: 1.1537, loss: 1.1537, grad_norm: 6.2101 2021-03-14 17:34:43,809 - mmaction - INFO - Epoch [75][20/1253] lr: 7.500e-04, eta: 6:54:52, time: 10.307, data_time: 9.621, memory: 8809, top1_acc: 0.7029, top5_acc: 0.8844, loss_cls: 1.1957, loss: 1.1957, grad_norm: 6.2061 2021-03-14 17:34:56,050 - mmaction - INFO - Epoch [75][40/1253] lr: 7.500e-04, eta: 6:54:35, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7273, top5_acc: 0.8883, loss_cls: 1.1248, loss: 1.1248, grad_norm: 5.9755 2021-03-14 17:35:08,287 - mmaction - INFO - Epoch [75][60/1253] lr: 7.500e-04, eta: 6:54:19, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7169, top5_acc: 0.8828, loss_cls: 1.1579, loss: 1.1579, grad_norm: 6.0965 2021-03-14 17:35:20,579 - mmaction - INFO - Epoch [75][80/1253] lr: 7.500e-04, eta: 6:54:03, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7047, top5_acc: 0.8815, loss_cls: 1.1690, loss: 1.1690, grad_norm: 6.1577 2021-03-14 17:35:32,798 - mmaction - INFO - Epoch [75][100/1253] lr: 7.500e-04, eta: 6:53:46, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.6971, top5_acc: 0.8776, loss_cls: 1.1949, loss: 1.1949, grad_norm: 6.2591 2021-03-14 17:35:45,032 - mmaction - INFO - Epoch [75][120/1253] lr: 7.500e-04, eta: 6:53:30, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7224, top5_acc: 0.8807, loss_cls: 1.1441, loss: 1.1441, grad_norm: 6.0056 2021-03-14 17:35:57,342 - mmaction - INFO - Epoch [75][140/1253] lr: 7.500e-04, eta: 6:53:14, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7138, top5_acc: 0.8810, loss_cls: 1.1983, loss: 1.1983, grad_norm: 6.2605 2021-03-14 17:36:09,571 - mmaction - INFO - Epoch [75][160/1253] lr: 7.500e-04, eta: 6:52:57, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7120, top5_acc: 0.8763, loss_cls: 1.1708, loss: 1.1708, grad_norm: 6.1468 2021-03-14 17:36:21,904 - mmaction - INFO - Epoch [75][180/1253] lr: 7.500e-04, eta: 6:52:41, time: 0.617, data_time: 0.004, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8906, loss_cls: 1.1252, loss: 1.1252, grad_norm: 6.0916 2021-03-14 17:36:34,224 - mmaction - INFO - Epoch [75][200/1253] lr: 7.500e-04, eta: 6:52:25, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8823, loss_cls: 1.1712, loss: 1.1712, grad_norm: 6.1088 2021-03-14 17:36:46,425 - mmaction - INFO - Epoch [75][220/1253] lr: 7.500e-04, eta: 6:52:08, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7198, top5_acc: 0.8872, loss_cls: 1.1298, loss: 1.1298, grad_norm: 6.0336 2021-03-14 17:36:58,734 - mmaction - INFO - Epoch [75][240/1253] lr: 7.500e-04, eta: 6:51:52, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7122, top5_acc: 0.8833, loss_cls: 1.1672, loss: 1.1672, grad_norm: 6.1843 2021-03-14 17:37:10,918 - mmaction - INFO - Epoch [75][260/1253] lr: 7.500e-04, eta: 6:51:35, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7141, top5_acc: 0.8784, loss_cls: 1.1696, loss: 1.1696, grad_norm: 6.1913 2021-03-14 17:37:23,143 - mmaction - INFO - Epoch [75][280/1253] lr: 7.500e-04, eta: 6:51:19, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8901, loss_cls: 1.1310, loss: 1.1310, grad_norm: 6.1193 2021-03-14 17:37:35,380 - mmaction - INFO - Epoch [75][300/1253] lr: 7.500e-04, eta: 6:51:03, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7174, top5_acc: 0.8857, loss_cls: 1.1625, loss: 1.1625, grad_norm: 6.1778 2021-03-14 17:37:47,601 - mmaction - INFO - Epoch [75][320/1253] lr: 7.500e-04, eta: 6:50:46, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7255, top5_acc: 0.8883, loss_cls: 1.1214, loss: 1.1214, grad_norm: 6.2015 2021-03-14 17:37:59,838 - mmaction - INFO - Epoch [75][340/1253] lr: 7.500e-04, eta: 6:50:30, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7148, top5_acc: 0.8799, loss_cls: 1.1658, loss: 1.1658, grad_norm: 6.1773 2021-03-14 17:38:12,147 - mmaction - INFO - Epoch [75][360/1253] lr: 7.500e-04, eta: 6:50:14, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7120, top5_acc: 0.8792, loss_cls: 1.1834, loss: 1.1834, grad_norm: 6.2728 2021-03-14 17:38:24,412 - mmaction - INFO - Epoch [75][380/1253] lr: 7.500e-04, eta: 6:49:58, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7234, top5_acc: 0.8880, loss_cls: 1.1242, loss: 1.1242, grad_norm: 6.0132 2021-03-14 17:38:36,683 - mmaction - INFO - Epoch [75][400/1253] lr: 7.500e-04, eta: 6:49:41, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1550, loss: 1.1550, grad_norm: 6.1197 2021-03-14 17:38:49,024 - mmaction - INFO - Epoch [75][420/1253] lr: 7.500e-04, eta: 6:49:25, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.7180, top5_acc: 0.8839, loss_cls: 1.1621, loss: 1.1621, grad_norm: 6.1021 2021-03-14 17:39:01,343 - mmaction - INFO - Epoch [75][440/1253] lr: 7.500e-04, eta: 6:49:09, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7117, top5_acc: 0.8844, loss_cls: 1.1746, loss: 1.1746, grad_norm: 6.2702 2021-03-14 17:39:13,635 - mmaction - INFO - Epoch [75][460/1253] lr: 7.500e-04, eta: 6:48:52, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7154, top5_acc: 0.8870, loss_cls: 1.1686, loss: 1.1686, grad_norm: 6.2418 2021-03-14 17:39:25,889 - mmaction - INFO - Epoch [75][480/1253] lr: 7.500e-04, eta: 6:48:36, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7156, top5_acc: 0.8880, loss_cls: 1.1539, loss: 1.1539, grad_norm: 6.1775 2021-03-14 17:39:38,169 - mmaction - INFO - Epoch [75][500/1253] lr: 7.500e-04, eta: 6:48:20, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7138, top5_acc: 0.8815, loss_cls: 1.1635, loss: 1.1635, grad_norm: 6.1979 2021-03-14 17:39:50,395 - mmaction - INFO - Epoch [75][520/1253] lr: 7.500e-04, eta: 6:48:03, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7169, top5_acc: 0.8742, loss_cls: 1.1928, loss: 1.1928, grad_norm: 6.2028 2021-03-14 17:40:02,761 - mmaction - INFO - Epoch [75][540/1253] lr: 7.500e-04, eta: 6:47:47, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7182, top5_acc: 0.8826, loss_cls: 1.1769, loss: 1.1769, grad_norm: 6.2655 2021-03-14 17:40:15,074 - mmaction - INFO - Epoch [75][560/1253] lr: 7.500e-04, eta: 6:47:31, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7208, top5_acc: 0.8826, loss_cls: 1.1586, loss: 1.1586, grad_norm: 6.1559 2021-03-14 17:40:27,412 - mmaction - INFO - Epoch [75][580/1253] lr: 7.500e-04, eta: 6:47:14, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7083, top5_acc: 0.8852, loss_cls: 1.1851, loss: 1.1851, grad_norm: 6.3002 2021-03-14 17:40:39,648 - mmaction - INFO - Epoch [75][600/1253] lr: 7.500e-04, eta: 6:46:58, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7227, top5_acc: 0.8938, loss_cls: 1.1353, loss: 1.1353, grad_norm: 6.1230 2021-03-14 17:40:51,975 - mmaction - INFO - Epoch [75][620/1253] lr: 7.500e-04, eta: 6:46:42, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8862, loss_cls: 1.1385, loss: 1.1385, grad_norm: 6.1534 2021-03-14 17:41:04,334 - mmaction - INFO - Epoch [75][640/1253] lr: 7.500e-04, eta: 6:46:26, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7146, top5_acc: 0.8839, loss_cls: 1.1445, loss: 1.1445, grad_norm: 6.0806 2021-03-14 17:41:16,596 - mmaction - INFO - Epoch [75][660/1253] lr: 7.500e-04, eta: 6:46:09, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7091, top5_acc: 0.8708, loss_cls: 1.2137, loss: 1.2137, grad_norm: 6.2663 2021-03-14 17:41:28,839 - mmaction - INFO - Epoch [75][680/1253] lr: 7.500e-04, eta: 6:45:53, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7138, top5_acc: 0.8802, loss_cls: 1.1889, loss: 1.1889, grad_norm: 6.1582 2021-03-14 17:41:41,146 - mmaction - INFO - Epoch [75][700/1253] lr: 7.500e-04, eta: 6:45:37, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7078, top5_acc: 0.8802, loss_cls: 1.1812, loss: 1.1812, grad_norm: 6.1430 2021-03-14 17:41:53,411 - mmaction - INFO - Epoch [75][720/1253] lr: 7.500e-04, eta: 6:45:20, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1951, loss: 1.1951, grad_norm: 6.2484 2021-03-14 17:42:05,604 - mmaction - INFO - Epoch [75][740/1253] lr: 7.500e-04, eta: 6:45:04, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7112, top5_acc: 0.8802, loss_cls: 1.1546, loss: 1.1546, grad_norm: 6.0848 2021-03-14 17:42:17,892 - mmaction - INFO - Epoch [75][760/1253] lr: 7.500e-04, eta: 6:44:48, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7177, top5_acc: 0.8721, loss_cls: 1.2000, loss: 1.2000, grad_norm: 6.2550 2021-03-14 17:42:30,141 - mmaction - INFO - Epoch [75][780/1253] lr: 7.500e-04, eta: 6:44:32, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8794, loss_cls: 1.1612, loss: 1.1612, grad_norm: 6.0429 2021-03-14 17:42:42,469 - mmaction - INFO - Epoch [75][800/1253] lr: 7.500e-04, eta: 6:44:15, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7099, top5_acc: 0.8789, loss_cls: 1.1893, loss: 1.1893, grad_norm: 6.2382 2021-03-14 17:42:54,743 - mmaction - INFO - Epoch [75][820/1253] lr: 7.500e-04, eta: 6:43:59, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8836, loss_cls: 1.1949, loss: 1.1949, grad_norm: 6.2295 2021-03-14 17:43:07,164 - mmaction - INFO - Epoch [75][840/1253] lr: 7.500e-04, eta: 6:43:43, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7190, top5_acc: 0.8870, loss_cls: 1.1385, loss: 1.1385, grad_norm: 6.1367 2021-03-14 17:43:19,422 - mmaction - INFO - Epoch [75][860/1253] lr: 7.500e-04, eta: 6:43:27, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7245, top5_acc: 0.8914, loss_cls: 1.1326, loss: 1.1326, grad_norm: 6.1320 2021-03-14 17:43:31,681 - mmaction - INFO - Epoch [75][880/1253] lr: 7.500e-04, eta: 6:43:10, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7161, top5_acc: 0.8799, loss_cls: 1.1718, loss: 1.1718, grad_norm: 6.1751 2021-03-14 17:43:43,930 - mmaction - INFO - Epoch [75][900/1253] lr: 7.500e-04, eta: 6:42:54, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7023, top5_acc: 0.8721, loss_cls: 1.2360, loss: 1.2360, grad_norm: 6.2949 2021-03-14 17:43:56,221 - mmaction - INFO - Epoch [75][920/1253] lr: 7.500e-04, eta: 6:42:38, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7081, top5_acc: 0.8888, loss_cls: 1.1596, loss: 1.1596, grad_norm: 6.2183 2021-03-14 17:44:08,502 - mmaction - INFO - Epoch [75][940/1253] lr: 7.500e-04, eta: 6:42:21, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7078, top5_acc: 0.8747, loss_cls: 1.2266, loss: 1.2266, grad_norm: 6.3356 2021-03-14 17:44:20,823 - mmaction - INFO - Epoch [75][960/1253] lr: 7.500e-04, eta: 6:42:05, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7068, top5_acc: 0.8727, loss_cls: 1.2121, loss: 1.2121, grad_norm: 6.3294 2021-03-14 17:44:33,086 - mmaction - INFO - Epoch [75][980/1253] lr: 7.500e-04, eta: 6:41:49, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7128, top5_acc: 0.8935, loss_cls: 1.1643, loss: 1.1643, grad_norm: 6.2292 2021-03-14 17:44:45,313 - mmaction - INFO - Epoch [75][1000/1253] lr: 7.500e-04, eta: 6:41:33, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7172, top5_acc: 0.8826, loss_cls: 1.1691, loss: 1.1691, grad_norm: 6.2054 2021-03-14 17:44:57,522 - mmaction - INFO - Epoch [75][1020/1253] lr: 7.500e-04, eta: 6:41:16, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7049, top5_acc: 0.8794, loss_cls: 1.1866, loss: 1.1866, grad_norm: 6.2179 2021-03-14 17:45:09,914 - mmaction - INFO - Epoch [75][1040/1253] lr: 7.500e-04, eta: 6:41:00, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7052, top5_acc: 0.8810, loss_cls: 1.2086, loss: 1.2086, grad_norm: 6.3058 2021-03-14 17:45:22,075 - mmaction - INFO - Epoch [75][1060/1253] lr: 7.500e-04, eta: 6:40:44, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7260, top5_acc: 0.8823, loss_cls: 1.1564, loss: 1.1564, grad_norm: 6.1744 2021-03-14 17:45:34,409 - mmaction - INFO - Epoch [75][1080/1253] lr: 7.500e-04, eta: 6:40:28, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7034, top5_acc: 0.8852, loss_cls: 1.1852, loss: 1.1852, grad_norm: 6.2400 2021-03-14 17:45:46,574 - mmaction - INFO - Epoch [75][1100/1253] lr: 7.500e-04, eta: 6:40:11, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.7096, top5_acc: 0.8906, loss_cls: 1.1631, loss: 1.1631, grad_norm: 6.1934 2021-03-14 17:45:58,938 - mmaction - INFO - Epoch [75][1120/1253] lr: 7.500e-04, eta: 6:39:55, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7130, top5_acc: 0.8737, loss_cls: 1.1939, loss: 1.1939, grad_norm: 6.2664 2021-03-14 17:46:11,190 - mmaction - INFO - Epoch [75][1140/1253] lr: 7.500e-04, eta: 6:39:39, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7201, top5_acc: 0.8896, loss_cls: 1.1457, loss: 1.1457, grad_norm: 6.2177 2021-03-14 17:46:23,463 - mmaction - INFO - Epoch [75][1160/1253] lr: 7.500e-04, eta: 6:39:23, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7177, top5_acc: 0.8802, loss_cls: 1.1804, loss: 1.1804, grad_norm: 6.2746 2021-03-14 17:46:35,720 - mmaction - INFO - Epoch [75][1180/1253] lr: 7.500e-04, eta: 6:39:06, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1829, loss: 1.1829, grad_norm: 6.2681 2021-03-14 17:46:47,879 - mmaction - INFO - Epoch [75][1200/1253] lr: 7.500e-04, eta: 6:38:50, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7013, top5_acc: 0.8784, loss_cls: 1.1880, loss: 1.1880, grad_norm: 6.3250 2021-03-14 17:47:00,180 - mmaction - INFO - Epoch [75][1220/1253] lr: 7.500e-04, eta: 6:38:34, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7120, top5_acc: 0.8747, loss_cls: 1.2079, loss: 1.2079, grad_norm: 6.3187 2021-03-14 17:47:12,450 - mmaction - INFO - Epoch [75][1240/1253] lr: 7.500e-04, eta: 6:38:17, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7008, top5_acc: 0.8799, loss_cls: 1.2002, loss: 1.2002, grad_norm: 6.2145 2021-03-14 17:50:54,624 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-03-14 17:50:55,605 - mmaction - INFO - top1_acc 0.6965 top5_acc 0.8866 2021-03-14 17:50:55,605 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-03-14 17:50:55,644 - mmaction - INFO - mean_acc 0.6964 2021-03-14 17:50:55,651 - mmaction - INFO - Epoch(val) [75][1253] top1_acc: 0.6965, top5_acc: 0.8866, mean_class_accuracy: 0.6964 2021-03-14 17:54:21,720 - mmaction - INFO - Epoch [76][20/1253] lr: 7.500e-04, eta: 6:38:53, time: 10.302, data_time: 9.689, memory: 8809, top1_acc: 0.7180, top5_acc: 0.8810, loss_cls: 1.1826, loss: 1.1826, grad_norm: 6.2350 2021-03-14 17:54:33,925 - mmaction - INFO - Epoch [76][40/1253] lr: 7.500e-04, eta: 6:38:36, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.7393, top5_acc: 0.8987, loss_cls: 1.0838, loss: 1.0838, grad_norm: 5.9637 2021-03-14 17:54:46,183 - mmaction - INFO - Epoch [76][60/1253] lr: 7.500e-04, eta: 6:38:20, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.6964, top5_acc: 0.8753, loss_cls: 1.2246, loss: 1.2246, grad_norm: 6.3369 2021-03-14 17:54:58,382 - mmaction - INFO - Epoch [76][80/1253] lr: 7.500e-04, eta: 6:38:04, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7206, top5_acc: 0.8922, loss_cls: 1.1185, loss: 1.1185, grad_norm: 6.1550 2021-03-14 17:55:10,575 - mmaction - INFO - Epoch [76][100/1253] lr: 7.500e-04, eta: 6:37:47, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.6987, top5_acc: 0.8714, loss_cls: 1.2234, loss: 1.2234, grad_norm: 6.4284 2021-03-14 17:55:22,800 - mmaction - INFO - Epoch [76][120/1253] lr: 7.500e-04, eta: 6:37:31, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7099, top5_acc: 0.8799, loss_cls: 1.1749, loss: 1.1749, grad_norm: 6.2411 2021-03-14 17:55:35,030 - mmaction - INFO - Epoch [76][140/1253] lr: 7.500e-04, eta: 6:37:15, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7190, top5_acc: 0.8818, loss_cls: 1.1645, loss: 1.1645, grad_norm: 6.2523 2021-03-14 17:55:47,193 - mmaction - INFO - Epoch [76][160/1253] lr: 7.500e-04, eta: 6:36:58, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7065, top5_acc: 0.8880, loss_cls: 1.1621, loss: 1.1621, grad_norm: 6.2097 2021-03-14 17:55:59,468 - mmaction - INFO - Epoch [76][180/1253] lr: 7.500e-04, eta: 6:36:42, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7091, top5_acc: 0.8802, loss_cls: 1.1853, loss: 1.1853, grad_norm: 6.2334 2021-03-14 17:56:11,762 - mmaction - INFO - Epoch [76][200/1253] lr: 7.500e-04, eta: 6:36:26, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.6997, top5_acc: 0.8836, loss_cls: 1.1802, loss: 1.1802, grad_norm: 6.1952 2021-03-14 17:56:24,020 - mmaction - INFO - Epoch [76][220/1253] lr: 7.500e-04, eta: 6:36:10, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7107, top5_acc: 0.8799, loss_cls: 1.1861, loss: 1.1861, grad_norm: 6.2518 2021-03-14 17:56:36,253 - mmaction - INFO - Epoch [76][240/1253] lr: 7.500e-04, eta: 6:35:53, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7148, top5_acc: 0.8849, loss_cls: 1.1585, loss: 1.1585, grad_norm: 6.1552 2021-03-14 17:56:48,596 - mmaction - INFO - Epoch [76][260/1253] lr: 7.500e-04, eta: 6:35:37, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.7201, top5_acc: 0.8859, loss_cls: 1.1630, loss: 1.1630, grad_norm: 6.2532 2021-03-14 17:57:00,887 - mmaction - INFO - Epoch [76][280/1253] lr: 7.500e-04, eta: 6:35:21, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7151, top5_acc: 0.8828, loss_cls: 1.1706, loss: 1.1706, grad_norm: 6.1710 2021-03-14 17:57:13,251 - mmaction - INFO - Epoch [76][300/1253] lr: 7.500e-04, eta: 6:35:04, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7073, top5_acc: 0.8755, loss_cls: 1.2177, loss: 1.2177, grad_norm: 6.3547 2021-03-14 17:57:25,568 - mmaction - INFO - Epoch [76][320/1253] lr: 7.500e-04, eta: 6:34:48, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7190, top5_acc: 0.8865, loss_cls: 1.1556, loss: 1.1556, grad_norm: 6.1408 2021-03-14 17:57:37,833 - mmaction - INFO - Epoch [76][340/1253] lr: 7.500e-04, eta: 6:34:32, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7250, top5_acc: 0.8898, loss_cls: 1.1144, loss: 1.1144, grad_norm: 6.0955 2021-03-14 17:57:50,082 - mmaction - INFO - Epoch [76][360/1253] lr: 7.500e-04, eta: 6:34:16, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.1728, loss: 1.1728, grad_norm: 6.2155 2021-03-14 17:58:02,367 - mmaction - INFO - Epoch [76][380/1253] lr: 7.500e-04, eta: 6:33:59, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7240, top5_acc: 0.8891, loss_cls: 1.1300, loss: 1.1300, grad_norm: 6.0970 2021-03-14 17:58:14,687 - mmaction - INFO - Epoch [76][400/1253] lr: 7.500e-04, eta: 6:33:43, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7289, top5_acc: 0.8911, loss_cls: 1.1114, loss: 1.1114, grad_norm: 6.0495 2021-03-14 17:58:27,008 - mmaction - INFO - Epoch [76][420/1253] lr: 7.500e-04, eta: 6:33:27, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7188, top5_acc: 0.8818, loss_cls: 1.1663, loss: 1.1663, grad_norm: 6.0579 2021-03-14 17:58:39,345 - mmaction - INFO - Epoch [76][440/1253] lr: 7.500e-04, eta: 6:33:11, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7297, top5_acc: 0.8930, loss_cls: 1.1094, loss: 1.1094, grad_norm: 6.1094 2021-03-14 17:58:51,620 - mmaction - INFO - Epoch [76][460/1253] lr: 7.500e-04, eta: 6:32:54, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7253, top5_acc: 0.8862, loss_cls: 1.1475, loss: 1.1475, grad_norm: 6.1149 2021-03-14 17:59:03,989 - mmaction - INFO - Epoch [76][480/1253] lr: 7.500e-04, eta: 6:32:38, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7086, top5_acc: 0.8792, loss_cls: 1.1671, loss: 1.1671, grad_norm: 6.1984 2021-03-14 17:59:16,306 - mmaction - INFO - Epoch [76][500/1253] lr: 7.500e-04, eta: 6:32:22, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7255, top5_acc: 0.8901, loss_cls: 1.1075, loss: 1.1075, grad_norm: 6.0522 2021-03-14 17:59:28,612 - mmaction - INFO - Epoch [76][520/1253] lr: 7.500e-04, eta: 6:32:06, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7081, top5_acc: 0.8773, loss_cls: 1.2086, loss: 1.2086, grad_norm: 6.4197 2021-03-14 17:59:40,872 - mmaction - INFO - Epoch [76][540/1253] lr: 7.500e-04, eta: 6:31:49, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.6859, top5_acc: 0.8721, loss_cls: 1.2653, loss: 1.2653, grad_norm: 6.5228 2021-03-14 17:59:53,074 - mmaction - INFO - Epoch [76][560/1253] lr: 7.500e-04, eta: 6:31:33, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.7180, top5_acc: 0.8839, loss_cls: 1.1525, loss: 1.1525, grad_norm: 6.0906 2021-03-14 18:00:05,399 - mmaction - INFO - Epoch [76][580/1253] lr: 7.500e-04, eta: 6:31:17, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7060, top5_acc: 0.8810, loss_cls: 1.1953, loss: 1.1953, grad_norm: 6.1925 2021-03-14 18:00:17,646 - mmaction - INFO - Epoch [76][600/1253] lr: 7.500e-04, eta: 6:31:01, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7281, top5_acc: 0.8922, loss_cls: 1.1308, loss: 1.1308, grad_norm: 6.1328 2021-03-14 18:00:30,755 - mmaction - INFO - Epoch [76][620/1253] lr: 7.500e-04, eta: 6:30:45, time: 0.655, data_time: 0.002, memory: 8809, top1_acc: 0.7224, top5_acc: 0.8893, loss_cls: 1.1393, loss: 1.1393, grad_norm: 6.1385 2021-03-14 18:00:43,189 - mmaction - INFO - Epoch [76][640/1253] lr: 7.500e-04, eta: 6:30:29, time: 0.621, data_time: 0.003, memory: 8809, top1_acc: 0.7060, top5_acc: 0.8841, loss_cls: 1.1833, loss: 1.1833, grad_norm: 6.2097 2021-03-14 18:00:55,465 - mmaction - INFO - Epoch [76][660/1253] lr: 7.500e-04, eta: 6:30:12, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7034, top5_acc: 0.8753, loss_cls: 1.2128, loss: 1.2128, grad_norm: 6.3410 2021-03-14 18:01:07,769 - mmaction - INFO - Epoch [76][680/1253] lr: 7.500e-04, eta: 6:29:56, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7188, top5_acc: 0.8911, loss_cls: 1.1211, loss: 1.1211, grad_norm: 6.0952 2021-03-14 18:01:20,063 - mmaction - INFO - Epoch [76][700/1253] lr: 7.500e-04, eta: 6:29:40, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7104, top5_acc: 0.8810, loss_cls: 1.1782, loss: 1.1782, grad_norm: 6.2163 2021-03-14 18:01:32,324 - mmaction - INFO - Epoch [76][720/1253] lr: 7.500e-04, eta: 6:29:24, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.1916, loss: 1.1916, grad_norm: 6.2996 2021-03-14 18:01:44,693 - mmaction - INFO - Epoch [76][740/1253] lr: 7.500e-04, eta: 6:29:07, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7177, top5_acc: 0.8904, loss_cls: 1.1511, loss: 1.1511, grad_norm: 6.2113 2021-03-14 18:01:57,030 - mmaction - INFO - Epoch [76][760/1253] lr: 7.500e-04, eta: 6:28:51, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7164, top5_acc: 0.8826, loss_cls: 1.1571, loss: 1.1571, grad_norm: 6.1454 2021-03-14 18:02:09,299 - mmaction - INFO - Epoch [76][780/1253] lr: 7.500e-04, eta: 6:28:35, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7138, top5_acc: 0.8857, loss_cls: 1.1715, loss: 1.1715, grad_norm: 6.2579 2021-03-14 18:02:21,590 - mmaction - INFO - Epoch [76][800/1253] lr: 7.500e-04, eta: 6:28:19, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7065, top5_acc: 0.8818, loss_cls: 1.1817, loss: 1.1817, grad_norm: 6.2218 2021-03-14 18:02:33,953 - mmaction - INFO - Epoch [76][820/1253] lr: 7.500e-04, eta: 6:28:03, time: 0.619, data_time: 0.004, memory: 8809, top1_acc: 0.7143, top5_acc: 0.8831, loss_cls: 1.1560, loss: 1.1560, grad_norm: 6.1186 2021-03-14 18:02:46,343 - mmaction - INFO - Epoch [76][840/1253] lr: 7.500e-04, eta: 6:27:46, time: 0.619, data_time: 0.001, memory: 8809, top1_acc: 0.7031, top5_acc: 0.8771, loss_cls: 1.2070, loss: 1.2070, grad_norm: 6.3613 2021-03-14 18:02:58,708 - mmaction - INFO - Epoch [76][860/1253] lr: 7.500e-04, eta: 6:27:30, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8805, loss_cls: 1.1706, loss: 1.1706, grad_norm: 6.2237 2021-03-14 18:03:11,014 - mmaction - INFO - Epoch [76][880/1253] lr: 7.500e-04, eta: 6:27:14, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7047, top5_acc: 0.8836, loss_cls: 1.1942, loss: 1.1942, grad_norm: 6.3152 2021-03-14 18:03:23,344 - mmaction - INFO - Epoch [76][900/1253] lr: 7.500e-04, eta: 6:26:58, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7107, top5_acc: 0.8828, loss_cls: 1.1820, loss: 1.1820, grad_norm: 6.2587 2021-03-14 18:03:35,646 - mmaction - INFO - Epoch [76][920/1253] lr: 7.500e-04, eta: 6:26:42, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7141, top5_acc: 0.8833, loss_cls: 1.1665, loss: 1.1665, grad_norm: 6.2807 2021-03-14 18:03:47,848 - mmaction - INFO - Epoch [76][940/1253] lr: 7.500e-04, eta: 6:26:25, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8852, loss_cls: 1.1827, loss: 1.1827, grad_norm: 6.3206 2021-03-14 18:04:00,461 - mmaction - INFO - Epoch [76][960/1253] lr: 7.500e-04, eta: 6:26:09, time: 0.631, data_time: 0.002, memory: 8809, top1_acc: 0.7190, top5_acc: 0.8781, loss_cls: 1.1644, loss: 1.1644, grad_norm: 6.1409 2021-03-14 18:04:12,703 - mmaction - INFO - Epoch [76][980/1253] lr: 7.500e-04, eta: 6:25:53, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7255, top5_acc: 0.8893, loss_cls: 1.1466, loss: 1.1466, grad_norm: 6.2206 2021-03-14 18:04:25,057 - mmaction - INFO - Epoch [76][1000/1253] lr: 7.500e-04, eta: 6:25:37, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.7211, top5_acc: 0.8919, loss_cls: 1.1101, loss: 1.1101, grad_norm: 6.1030 2021-03-14 18:04:37,401 - mmaction - INFO - Epoch [76][1020/1253] lr: 7.500e-04, eta: 6:25:21, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7195, top5_acc: 0.8859, loss_cls: 1.1338, loss: 1.1338, grad_norm: 6.0578 2021-03-14 18:04:49,667 - mmaction - INFO - Epoch [76][1040/1253] lr: 7.500e-04, eta: 6:25:04, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7068, top5_acc: 0.8820, loss_cls: 1.1917, loss: 1.1917, grad_norm: 6.2844 2021-03-14 18:05:01,962 - mmaction - INFO - Epoch [76][1060/1253] lr: 7.500e-04, eta: 6:24:48, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7120, top5_acc: 0.8812, loss_cls: 1.1865, loss: 1.1865, grad_norm: 6.3036 2021-03-14 18:05:14,214 - mmaction - INFO - Epoch [76][1080/1253] lr: 7.500e-04, eta: 6:24:32, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7125, top5_acc: 0.8805, loss_cls: 1.1739, loss: 1.1739, grad_norm: 6.2220 2021-03-14 18:05:26,421 - mmaction - INFO - Epoch [76][1100/1253] lr: 7.500e-04, eta: 6:24:16, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8844, loss_cls: 1.1703, loss: 1.1703, grad_norm: 6.1666 2021-03-14 18:05:38,799 - mmaction - INFO - Epoch [76][1120/1253] lr: 7.500e-04, eta: 6:24:00, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7169, top5_acc: 0.8734, loss_cls: 1.1712, loss: 1.1712, grad_norm: 6.1955 2021-03-14 18:05:51,193 - mmaction - INFO - Epoch [76][1140/1253] lr: 7.500e-04, eta: 6:23:43, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7289, top5_acc: 0.8909, loss_cls: 1.1247, loss: 1.1247, grad_norm: 6.0551 2021-03-14 18:06:03,568 - mmaction - INFO - Epoch [76][1160/1253] lr: 7.500e-04, eta: 6:23:27, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7206, top5_acc: 0.8901, loss_cls: 1.1393, loss: 1.1393, grad_norm: 6.2054 2021-03-14 18:06:15,882 - mmaction - INFO - Epoch [76][1180/1253] lr: 7.500e-04, eta: 6:23:11, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7044, top5_acc: 0.8758, loss_cls: 1.2013, loss: 1.2013, grad_norm: 6.3641 2021-03-14 18:06:28,257 - mmaction - INFO - Epoch [76][1200/1253] lr: 7.500e-04, eta: 6:22:55, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8883, loss_cls: 1.1528, loss: 1.1528, grad_norm: 6.2730 2021-03-14 18:06:40,424 - mmaction - INFO - Epoch [76][1220/1253] lr: 7.500e-04, eta: 6:22:39, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.7115, top5_acc: 0.8794, loss_cls: 1.1647, loss: 1.1647, grad_norm: 6.1701 2021-03-14 18:06:52,772 - mmaction - INFO - Epoch [76][1240/1253] lr: 7.500e-04, eta: 6:22:22, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7208, top5_acc: 0.8896, loss_cls: 1.1328, loss: 1.1328, grad_norm: 6.1327 2021-03-14 18:10:31,068 - mmaction - INFO - Epoch [77][20/1253] lr: 7.500e-04, eta: 6:22:55, time: 10.424, data_time: 9.688, memory: 8809, top1_acc: 0.7089, top5_acc: 0.8797, loss_cls: 1.1720, loss: 1.1720, grad_norm: 6.3035 2021-03-14 18:10:43,376 - mmaction - INFO - Epoch [77][40/1253] lr: 7.500e-04, eta: 6:22:39, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7216, top5_acc: 0.8839, loss_cls: 1.1357, loss: 1.1357, grad_norm: 6.0787 2021-03-14 18:10:55,707 - mmaction - INFO - Epoch [77][60/1253] lr: 7.500e-04, eta: 6:22:23, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7206, top5_acc: 0.8839, loss_cls: 1.1642, loss: 1.1642, grad_norm: 6.3131 2021-03-14 18:11:08,079 - mmaction - INFO - Epoch [77][80/1253] lr: 7.500e-04, eta: 6:22:06, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.7247, top5_acc: 0.8826, loss_cls: 1.1293, loss: 1.1293, grad_norm: 6.2048 2021-03-14 18:11:20,307 - mmaction - INFO - Epoch [77][100/1253] lr: 7.500e-04, eta: 6:21:50, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8875, loss_cls: 1.1494, loss: 1.1494, grad_norm: 6.3151 2021-03-14 18:11:32,677 - mmaction - INFO - Epoch [77][120/1253] lr: 7.500e-04, eta: 6:21:34, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7146, top5_acc: 0.8911, loss_cls: 1.1270, loss: 1.1270, grad_norm: 6.2500 2021-03-14 18:11:44,925 - mmaction - INFO - Epoch [77][140/1253] lr: 7.500e-04, eta: 6:21:18, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7107, top5_acc: 0.8862, loss_cls: 1.1609, loss: 1.1609, grad_norm: 6.2920 2021-03-14 18:11:57,161 - mmaction - INFO - Epoch [77][160/1253] lr: 7.500e-04, eta: 6:21:02, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7125, top5_acc: 0.8805, loss_cls: 1.1754, loss: 1.1754, grad_norm: 6.2005 2021-03-14 18:12:09,487 - mmaction - INFO - Epoch [77][180/1253] lr: 7.500e-04, eta: 6:20:45, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7229, top5_acc: 0.8865, loss_cls: 1.1655, loss: 1.1655, grad_norm: 6.1790 2021-03-14 18:12:21,802 - mmaction - INFO - Epoch [77][200/1253] lr: 7.500e-04, eta: 6:20:29, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7128, top5_acc: 0.8797, loss_cls: 1.1716, loss: 1.1716, grad_norm: 6.2446 2021-03-14 18:12:34,010 - mmaction - INFO - Epoch [77][220/1253] lr: 7.500e-04, eta: 6:20:13, time: 0.612, data_time: 0.004, memory: 8809, top1_acc: 0.7263, top5_acc: 0.8932, loss_cls: 1.1251, loss: 1.1251, grad_norm: 6.1422 2021-03-14 18:12:46,241 - mmaction - INFO - Epoch [77][240/1253] lr: 7.500e-04, eta: 6:19:57, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7086, top5_acc: 0.8729, loss_cls: 1.2239, loss: 1.2239, grad_norm: 6.3980 2021-03-14 18:12:58,409 - mmaction - INFO - Epoch [77][260/1253] lr: 7.500e-04, eta: 6:19:40, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8763, loss_cls: 1.1775, loss: 1.1775, grad_norm: 6.2376 2021-03-14 18:13:10,656 - mmaction - INFO - Epoch [77][280/1253] lr: 7.500e-04, eta: 6:19:24, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7190, top5_acc: 0.8961, loss_cls: 1.1292, loss: 1.1292, grad_norm: 6.1115 2021-03-14 18:13:22,908 - mmaction - INFO - Epoch [77][300/1253] lr: 7.500e-04, eta: 6:19:08, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7219, top5_acc: 0.8810, loss_cls: 1.1463, loss: 1.1463, grad_norm: 6.2765 2021-03-14 18:13:35,137 - mmaction - INFO - Epoch [77][320/1253] lr: 7.500e-04, eta: 6:18:52, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7190, top5_acc: 0.8865, loss_cls: 1.1444, loss: 1.1444, grad_norm: 6.1127 2021-03-14 18:13:47,412 - mmaction - INFO - Epoch [77][340/1253] lr: 7.500e-04, eta: 6:18:35, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7260, top5_acc: 0.8891, loss_cls: 1.1272, loss: 1.1272, grad_norm: 6.2250 2021-03-14 18:13:59,645 - mmaction - INFO - Epoch [77][360/1253] lr: 7.500e-04, eta: 6:18:19, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7151, top5_acc: 0.8852, loss_cls: 1.1622, loss: 1.1622, grad_norm: 6.1780 2021-03-14 18:14:11,868 - mmaction - INFO - Epoch [77][380/1253] lr: 7.500e-04, eta: 6:18:03, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7148, top5_acc: 0.8810, loss_cls: 1.1637, loss: 1.1637, grad_norm: 6.2317 2021-03-14 18:14:24,163 - mmaction - INFO - Epoch [77][400/1253] lr: 7.500e-04, eta: 6:17:47, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7161, top5_acc: 0.8849, loss_cls: 1.1585, loss: 1.1585, grad_norm: 6.2005 2021-03-14 18:14:36,471 - mmaction - INFO - Epoch [77][420/1253] lr: 7.500e-04, eta: 6:17:31, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7164, top5_acc: 0.8904, loss_cls: 1.1488, loss: 1.1488, grad_norm: 6.1900 2021-03-14 18:14:48,780 - mmaction - INFO - Epoch [77][440/1253] lr: 7.500e-04, eta: 6:17:14, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7141, top5_acc: 0.8844, loss_cls: 1.1801, loss: 1.1801, grad_norm: 6.3299 2021-03-14 18:15:01,177 - mmaction - INFO - Epoch [77][460/1253] lr: 7.500e-04, eta: 6:16:58, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.7242, top5_acc: 0.8875, loss_cls: 1.1206, loss: 1.1206, grad_norm: 6.1926 2021-03-14 18:15:13,457 - mmaction - INFO - Epoch [77][480/1253] lr: 7.500e-04, eta: 6:16:42, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7164, top5_acc: 0.8758, loss_cls: 1.1960, loss: 1.1960, grad_norm: 6.2880 2021-03-14 18:15:25,770 - mmaction - INFO - Epoch [77][500/1253] lr: 7.500e-04, eta: 6:16:26, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7122, top5_acc: 0.8885, loss_cls: 1.1560, loss: 1.1560, grad_norm: 6.2652 2021-03-14 18:15:37,991 - mmaction - INFO - Epoch [77][520/1253] lr: 7.500e-04, eta: 6:16:10, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7336, top5_acc: 0.8951, loss_cls: 1.0877, loss: 1.0877, grad_norm: 6.0528 2021-03-14 18:15:50,250 - mmaction - INFO - Epoch [77][540/1253] lr: 7.500e-04, eta: 6:15:53, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7109, top5_acc: 0.8844, loss_cls: 1.1545, loss: 1.1545, grad_norm: 6.2727 2021-03-14 18:16:02,558 - mmaction - INFO - Epoch [77][560/1253] lr: 7.500e-04, eta: 6:15:37, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7219, top5_acc: 0.8854, loss_cls: 1.1667, loss: 1.1667, grad_norm: 6.2309 2021-03-14 18:16:14,798 - mmaction - INFO - Epoch [77][580/1253] lr: 7.500e-04, eta: 6:15:21, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8839, loss_cls: 1.1376, loss: 1.1376, grad_norm: 6.1544 2021-03-14 18:16:27,014 - mmaction - INFO - Epoch [77][600/1253] lr: 7.500e-04, eta: 6:15:05, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8846, loss_cls: 1.1415, loss: 1.1415, grad_norm: 6.1859 2021-03-14 18:16:39,386 - mmaction - INFO - Epoch [77][620/1253] lr: 7.500e-04, eta: 6:14:49, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.1809, loss: 1.1809, grad_norm: 6.3287 2021-03-14 18:16:51,674 - mmaction - INFO - Epoch [77][640/1253] lr: 7.500e-04, eta: 6:14:32, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7083, top5_acc: 0.8776, loss_cls: 1.1830, loss: 1.1830, grad_norm: 6.2907 2021-03-14 18:17:04,077 - mmaction - INFO - Epoch [77][660/1253] lr: 7.500e-04, eta: 6:14:16, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7146, top5_acc: 0.8844, loss_cls: 1.1545, loss: 1.1545, grad_norm: 6.1875 2021-03-14 18:17:16,368 - mmaction - INFO - Epoch [77][680/1253] lr: 7.500e-04, eta: 6:14:00, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7086, top5_acc: 0.8784, loss_cls: 1.1871, loss: 1.1871, grad_norm: 6.2566 2021-03-14 18:17:28,736 - mmaction - INFO - Epoch [77][700/1253] lr: 7.500e-04, eta: 6:13:44, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.7294, top5_acc: 0.8852, loss_cls: 1.1319, loss: 1.1319, grad_norm: 6.1522 2021-03-14 18:17:41,059 - mmaction - INFO - Epoch [77][720/1253] lr: 7.500e-04, eta: 6:13:28, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7182, top5_acc: 0.8807, loss_cls: 1.1569, loss: 1.1569, grad_norm: 6.1720 2021-03-14 18:17:53,321 - mmaction - INFO - Epoch [77][740/1253] lr: 7.500e-04, eta: 6:13:12, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7070, top5_acc: 0.8794, loss_cls: 1.1942, loss: 1.1942, grad_norm: 6.3706 2021-03-14 18:18:05,564 - mmaction - INFO - Epoch [77][760/1253] lr: 7.500e-04, eta: 6:12:55, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7211, top5_acc: 0.8833, loss_cls: 1.1495, loss: 1.1495, grad_norm: 6.2909 2021-03-14 18:18:17,792 - mmaction - INFO - Epoch [77][780/1253] lr: 7.500e-04, eta: 6:12:39, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7133, top5_acc: 0.8763, loss_cls: 1.1831, loss: 1.1831, grad_norm: 6.3459 2021-03-14 18:18:30,042 - mmaction - INFO - Epoch [77][800/1253] lr: 7.500e-04, eta: 6:12:23, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7141, top5_acc: 0.8779, loss_cls: 1.1656, loss: 1.1656, grad_norm: 6.3479 2021-03-14 18:18:42,370 - mmaction - INFO - Epoch [77][820/1253] lr: 7.500e-04, eta: 6:12:07, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7141, top5_acc: 0.8870, loss_cls: 1.1420, loss: 1.1420, grad_norm: 6.2072 2021-03-14 18:18:54,724 - mmaction - INFO - Epoch [77][840/1253] lr: 7.500e-04, eta: 6:11:51, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7214, top5_acc: 0.8799, loss_cls: 1.1563, loss: 1.1563, grad_norm: 6.2024 2021-03-14 18:19:07,057 - mmaction - INFO - Epoch [77][860/1253] lr: 7.500e-04, eta: 6:11:35, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7227, top5_acc: 0.8909, loss_cls: 1.1417, loss: 1.1417, grad_norm: 6.2595 2021-03-14 18:19:19,290 - mmaction - INFO - Epoch [77][880/1253] lr: 7.500e-04, eta: 6:11:18, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.6974, top5_acc: 0.8727, loss_cls: 1.2264, loss: 1.2264, grad_norm: 6.3141 2021-03-14 18:19:31,514 - mmaction - INFO - Epoch [77][900/1253] lr: 7.500e-04, eta: 6:11:02, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.7180, top5_acc: 0.8893, loss_cls: 1.1322, loss: 1.1322, grad_norm: 6.2102 2021-03-14 18:19:43,679 - mmaction - INFO - Epoch [77][920/1253] lr: 7.500e-04, eta: 6:10:46, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7076, top5_acc: 0.8844, loss_cls: 1.1728, loss: 1.1728, grad_norm: 6.3298 2021-03-14 18:19:56,002 - mmaction - INFO - Epoch [77][940/1253] lr: 7.500e-04, eta: 6:10:30, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7091, top5_acc: 0.8820, loss_cls: 1.1905, loss: 1.1905, grad_norm: 6.3015 2021-03-14 18:20:08,271 - mmaction - INFO - Epoch [77][960/1253] lr: 7.500e-04, eta: 6:10:14, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7143, top5_acc: 0.8776, loss_cls: 1.1754, loss: 1.1754, grad_norm: 6.3320 2021-03-14 18:20:20,557 - mmaction - INFO - Epoch [77][980/1253] lr: 7.500e-04, eta: 6:09:57, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7112, top5_acc: 0.8875, loss_cls: 1.1584, loss: 1.1584, grad_norm: 6.2348 2021-03-14 18:20:32,899 - mmaction - INFO - Epoch [77][1000/1253] lr: 7.500e-04, eta: 6:09:41, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7138, top5_acc: 0.8805, loss_cls: 1.1584, loss: 1.1584, grad_norm: 6.2836 2021-03-14 18:20:45,218 - mmaction - INFO - Epoch [77][1020/1253] lr: 7.500e-04, eta: 6:09:25, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7070, top5_acc: 0.8799, loss_cls: 1.1789, loss: 1.1789, grad_norm: 6.3215 2021-03-14 18:20:57,460 - mmaction - INFO - Epoch [77][1040/1253] lr: 7.500e-04, eta: 6:09:09, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7146, top5_acc: 0.8865, loss_cls: 1.1514, loss: 1.1514, grad_norm: 6.2597 2021-03-14 18:21:09,854 - mmaction - INFO - Epoch [77][1060/1253] lr: 7.500e-04, eta: 6:08:53, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7083, top5_acc: 0.8839, loss_cls: 1.1658, loss: 1.1658, grad_norm: 6.3307 2021-03-14 18:21:22,114 - mmaction - INFO - Epoch [77][1080/1253] lr: 7.500e-04, eta: 6:08:37, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7161, top5_acc: 0.8865, loss_cls: 1.1521, loss: 1.1521, grad_norm: 6.2412 2021-03-14 18:21:34,585 - mmaction - INFO - Epoch [77][1100/1253] lr: 7.500e-04, eta: 6:08:21, time: 0.624, data_time: 0.003, memory: 8809, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.1886, loss: 1.1886, grad_norm: 6.2966 2021-03-14 18:21:46,992 - mmaction - INFO - Epoch [77][1120/1253] lr: 7.500e-04, eta: 6:08:05, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7083, top5_acc: 0.8799, loss_cls: 1.1785, loss: 1.1785, grad_norm: 6.2659 2021-03-14 18:21:59,462 - mmaction - INFO - Epoch [77][1140/1253] lr: 7.500e-04, eta: 6:07:48, time: 0.623, data_time: 0.008, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8781, loss_cls: 1.1975, loss: 1.1975, grad_norm: 6.3553 2021-03-14 18:22:11,780 - mmaction - INFO - Epoch [77][1160/1253] lr: 7.500e-04, eta: 6:07:32, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7120, top5_acc: 0.8807, loss_cls: 1.1715, loss: 1.1715, grad_norm: 6.2852 2021-03-14 18:22:24,005 - mmaction - INFO - Epoch [77][1180/1253] lr: 7.500e-04, eta: 6:07:16, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7161, top5_acc: 0.8878, loss_cls: 1.1816, loss: 1.1816, grad_norm: 6.2419 2021-03-14 18:22:36,318 - mmaction - INFO - Epoch [77][1200/1253] lr: 7.500e-04, eta: 6:07:00, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7161, top5_acc: 0.8846, loss_cls: 1.1582, loss: 1.1582, grad_norm: 6.2068 2021-03-14 18:22:48,545 - mmaction - INFO - Epoch [77][1220/1253] lr: 7.500e-04, eta: 6:06:44, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.1787, loss: 1.1787, grad_norm: 6.2962 2021-03-14 18:23:00,803 - mmaction - INFO - Epoch [77][1240/1253] lr: 7.500e-04, eta: 6:06:28, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7010, top5_acc: 0.8786, loss_cls: 1.1891, loss: 1.1891, grad_norm: 6.2838 2021-03-14 18:26:37,301 - mmaction - INFO - Epoch [78][20/1253] lr: 7.500e-04, eta: 6:06:57, time: 10.351, data_time: 9.713, memory: 8809, top1_acc: 0.7253, top5_acc: 0.8943, loss_cls: 1.0980, loss: 1.0980, grad_norm: 6.1338 2021-03-14 18:26:49,488 - mmaction - INFO - Epoch [78][40/1253] lr: 7.500e-04, eta: 6:06:41, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7289, top5_acc: 0.8909, loss_cls: 1.1154, loss: 1.1154, grad_norm: 6.1587 2021-03-14 18:27:01,827 - mmaction - INFO - Epoch [78][60/1253] lr: 7.500e-04, eta: 6:06:24, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7164, top5_acc: 0.8792, loss_cls: 1.1629, loss: 1.1629, grad_norm: 6.2813 2021-03-14 18:27:14,055 - mmaction - INFO - Epoch [78][80/1253] lr: 7.500e-04, eta: 6:06:08, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7281, top5_acc: 0.8826, loss_cls: 1.1538, loss: 1.1538, grad_norm: 6.1567 2021-03-14 18:27:26,383 - mmaction - INFO - Epoch [78][100/1253] lr: 7.500e-04, eta: 6:05:52, time: 0.617, data_time: 0.004, memory: 8809, top1_acc: 0.7102, top5_acc: 0.8849, loss_cls: 1.1718, loss: 1.1718, grad_norm: 6.3686 2021-03-14 18:27:38,546 - mmaction - INFO - Epoch [78][120/1253] lr: 7.500e-04, eta: 6:05:36, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7281, top5_acc: 0.8966, loss_cls: 1.0994, loss: 1.0994, grad_norm: 6.1477 2021-03-14 18:27:50,928 - mmaction - INFO - Epoch [78][140/1253] lr: 7.500e-04, eta: 6:05:20, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7247, top5_acc: 0.8885, loss_cls: 1.1346, loss: 1.1346, grad_norm: 6.2102 2021-03-14 18:28:03,294 - mmaction - INFO - Epoch [78][160/1253] lr: 7.500e-04, eta: 6:05:04, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7174, top5_acc: 0.8810, loss_cls: 1.1566, loss: 1.1566, grad_norm: 6.2042 2021-03-14 18:28:15,544 - mmaction - INFO - Epoch [78][180/1253] lr: 7.500e-04, eta: 6:04:47, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7068, top5_acc: 0.8836, loss_cls: 1.1726, loss: 1.1726, grad_norm: 6.2444 2021-03-14 18:28:27,892 - mmaction - INFO - Epoch [78][200/1253] lr: 7.500e-04, eta: 6:04:31, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7073, top5_acc: 0.8828, loss_cls: 1.1919, loss: 1.1919, grad_norm: 6.3853 2021-03-14 18:28:40,110 - mmaction - INFO - Epoch [78][220/1253] lr: 7.500e-04, eta: 6:04:15, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7234, top5_acc: 0.8867, loss_cls: 1.1399, loss: 1.1399, grad_norm: 6.2773 2021-03-14 18:28:52,437 - mmaction - INFO - Epoch [78][240/1253] lr: 7.500e-04, eta: 6:03:59, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7112, top5_acc: 0.8849, loss_cls: 1.1677, loss: 1.1677, grad_norm: 6.3102 2021-03-14 18:29:04,713 - mmaction - INFO - Epoch [78][260/1253] lr: 7.500e-04, eta: 6:03:43, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7128, top5_acc: 0.8750, loss_cls: 1.1908, loss: 1.1908, grad_norm: 6.2863 2021-03-14 18:29:17,095 - mmaction - INFO - Epoch [78][280/1253] lr: 7.500e-04, eta: 6:03:27, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8828, loss_cls: 1.1491, loss: 1.1491, grad_norm: 6.2232 2021-03-14 18:29:29,424 - mmaction - INFO - Epoch [78][300/1253] lr: 7.500e-04, eta: 6:03:10, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7161, top5_acc: 0.8810, loss_cls: 1.1750, loss: 1.1750, grad_norm: 6.3458 2021-03-14 18:29:41,737 - mmaction - INFO - Epoch [78][320/1253] lr: 7.500e-04, eta: 6:02:54, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7195, top5_acc: 0.8862, loss_cls: 1.1439, loss: 1.1439, grad_norm: 6.2097 2021-03-14 18:29:53,949 - mmaction - INFO - Epoch [78][340/1253] lr: 7.500e-04, eta: 6:02:38, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8826, loss_cls: 1.1458, loss: 1.1458, grad_norm: 6.1175 2021-03-14 18:30:06,115 - mmaction - INFO - Epoch [78][360/1253] lr: 7.500e-04, eta: 6:02:22, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7063, top5_acc: 0.8820, loss_cls: 1.1856, loss: 1.1856, grad_norm: 6.3551 2021-03-14 18:30:18,307 - mmaction - INFO - Epoch [78][380/1253] lr: 7.500e-04, eta: 6:02:06, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.7138, top5_acc: 0.8786, loss_cls: 1.1648, loss: 1.1648, grad_norm: 6.2684 2021-03-14 18:30:30,686 - mmaction - INFO - Epoch [78][400/1253] lr: 7.500e-04, eta: 6:01:50, time: 0.619, data_time: 0.001, memory: 8809, top1_acc: 0.7130, top5_acc: 0.8828, loss_cls: 1.1615, loss: 1.1615, grad_norm: 6.2358 2021-03-14 18:30:42,966 - mmaction - INFO - Epoch [78][420/1253] lr: 7.500e-04, eta: 6:01:33, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7143, top5_acc: 0.8823, loss_cls: 1.1593, loss: 1.1593, grad_norm: 6.3128 2021-03-14 18:30:55,241 - mmaction - INFO - Epoch [78][440/1253] lr: 7.500e-04, eta: 6:01:17, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8859, loss_cls: 1.1682, loss: 1.1682, grad_norm: 6.2855 2021-03-14 18:31:07,534 - mmaction - INFO - Epoch [78][460/1253] lr: 7.500e-04, eta: 6:01:01, time: 0.616, data_time: 0.004, memory: 8809, top1_acc: 0.7227, top5_acc: 0.8828, loss_cls: 1.1736, loss: 1.1736, grad_norm: 6.2411 2021-03-14 18:31:19,700 - mmaction - INFO - Epoch [78][480/1253] lr: 7.500e-04, eta: 6:00:45, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7156, top5_acc: 0.8924, loss_cls: 1.1418, loss: 1.1418, grad_norm: 6.2565 2021-03-14 18:31:31,969 - mmaction - INFO - Epoch [78][500/1253] lr: 7.500e-04, eta: 6:00:29, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7177, top5_acc: 0.8849, loss_cls: 1.1640, loss: 1.1640, grad_norm: 6.3958 2021-03-14 18:31:44,196 - mmaction - INFO - Epoch [78][520/1253] lr: 7.500e-04, eta: 6:00:13, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7148, top5_acc: 0.8826, loss_cls: 1.1757, loss: 1.1757, grad_norm: 6.2983 2021-03-14 18:31:56,609 - mmaction - INFO - Epoch [78][540/1253] lr: 7.500e-04, eta: 5:59:56, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8807, loss_cls: 1.1779, loss: 1.1779, grad_norm: 6.2292 2021-03-14 18:32:08,857 - mmaction - INFO - Epoch [78][560/1253] lr: 7.500e-04, eta: 5:59:40, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7216, top5_acc: 0.8836, loss_cls: 1.1624, loss: 1.1624, grad_norm: 6.3425 2021-03-14 18:32:21,102 - mmaction - INFO - Epoch [78][580/1253] lr: 7.500e-04, eta: 5:59:24, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8810, loss_cls: 1.1753, loss: 1.1753, grad_norm: 6.2232 2021-03-14 18:32:33,540 - mmaction - INFO - Epoch [78][600/1253] lr: 7.500e-04, eta: 5:59:08, time: 0.621, data_time: 0.003, memory: 8809, top1_acc: 0.7107, top5_acc: 0.8841, loss_cls: 1.1645, loss: 1.1645, grad_norm: 6.2224 2021-03-14 18:32:45,842 - mmaction - INFO - Epoch [78][620/1253] lr: 7.500e-04, eta: 5:58:52, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7112, top5_acc: 0.8771, loss_cls: 1.1859, loss: 1.1859, grad_norm: 6.4668 2021-03-14 18:32:58,209 - mmaction - INFO - Epoch [78][640/1253] lr: 7.500e-04, eta: 5:58:36, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7268, top5_acc: 0.8893, loss_cls: 1.1469, loss: 1.1469, grad_norm: 6.2341 2021-03-14 18:33:10,533 - mmaction - INFO - Epoch [78][660/1253] lr: 7.500e-04, eta: 5:58:20, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7297, top5_acc: 0.8880, loss_cls: 1.1191, loss: 1.1191, grad_norm: 6.1906 2021-03-14 18:33:22,874 - mmaction - INFO - Epoch [78][680/1253] lr: 7.500e-04, eta: 5:58:04, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7104, top5_acc: 0.8849, loss_cls: 1.1530, loss: 1.1530, grad_norm: 6.3725 2021-03-14 18:33:35,259 - mmaction - INFO - Epoch [78][700/1253] lr: 7.500e-04, eta: 5:57:47, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7242, top5_acc: 0.8987, loss_cls: 1.0889, loss: 1.0889, grad_norm: 6.1374 2021-03-14 18:33:47,631 - mmaction - INFO - Epoch [78][720/1253] lr: 7.500e-04, eta: 5:57:31, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7091, top5_acc: 0.8789, loss_cls: 1.1600, loss: 1.1600, grad_norm: 6.2805 2021-03-14 18:33:59,962 - mmaction - INFO - Epoch [78][740/1253] lr: 7.500e-04, eta: 5:57:15, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8833, loss_cls: 1.1584, loss: 1.1584, grad_norm: 6.2985 2021-03-14 18:34:12,295 - mmaction - INFO - Epoch [78][760/1253] lr: 7.500e-04, eta: 5:56:59, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8844, loss_cls: 1.1507, loss: 1.1507, grad_norm: 6.2348 2021-03-14 18:34:24,712 - mmaction - INFO - Epoch [78][780/1253] lr: 7.500e-04, eta: 5:56:43, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.7268, top5_acc: 0.8922, loss_cls: 1.1106, loss: 1.1106, grad_norm: 6.0757 2021-03-14 18:34:36,982 - mmaction - INFO - Epoch [78][800/1253] lr: 7.500e-04, eta: 5:56:27, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7112, top5_acc: 0.8815, loss_cls: 1.1550, loss: 1.1550, grad_norm: 6.3908 2021-03-14 18:34:49,240 - mmaction - INFO - Epoch [78][820/1253] lr: 7.500e-04, eta: 5:56:11, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7128, top5_acc: 0.8846, loss_cls: 1.1509, loss: 1.1509, grad_norm: 6.2504 2021-03-14 18:35:01,527 - mmaction - INFO - Epoch [78][840/1253] lr: 7.500e-04, eta: 5:55:55, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8862, loss_cls: 1.1335, loss: 1.1335, grad_norm: 6.1856 2021-03-14 18:35:13,894 - mmaction - INFO - Epoch [78][860/1253] lr: 7.500e-04, eta: 5:55:39, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7177, top5_acc: 0.8836, loss_cls: 1.1489, loss: 1.1489, grad_norm: 6.1811 2021-03-14 18:35:26,158 - mmaction - INFO - Epoch [78][880/1253] lr: 7.500e-04, eta: 5:55:22, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7125, top5_acc: 0.8815, loss_cls: 1.1792, loss: 1.1792, grad_norm: 6.2437 2021-03-14 18:35:38,387 - mmaction - INFO - Epoch [78][900/1253] lr: 7.500e-04, eta: 5:55:06, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.1220, loss: 1.1220, grad_norm: 6.2376 2021-03-14 18:35:50,607 - mmaction - INFO - Epoch [78][920/1253] lr: 7.500e-04, eta: 5:54:50, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7172, top5_acc: 0.8807, loss_cls: 1.1640, loss: 1.1640, grad_norm: 6.2851 2021-03-14 18:36:02,962 - mmaction - INFO - Epoch [78][940/1253] lr: 7.500e-04, eta: 5:54:34, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7255, top5_acc: 0.8885, loss_cls: 1.1191, loss: 1.1191, grad_norm: 6.1627 2021-03-14 18:36:15,165 - mmaction - INFO - Epoch [78][960/1253] lr: 7.500e-04, eta: 5:54:18, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7208, top5_acc: 0.8904, loss_cls: 1.1579, loss: 1.1579, grad_norm: 6.3530 2021-03-14 18:36:27,615 - mmaction - INFO - Epoch [78][980/1253] lr: 7.500e-04, eta: 5:54:02, time: 0.622, data_time: 0.003, memory: 8809, top1_acc: 0.6966, top5_acc: 0.8773, loss_cls: 1.2160, loss: 1.2160, grad_norm: 6.4052 2021-03-14 18:36:40,052 - mmaction - INFO - Epoch [78][1000/1253] lr: 7.500e-04, eta: 5:53:46, time: 0.624, data_time: 0.004, memory: 8809, top1_acc: 0.7224, top5_acc: 0.8930, loss_cls: 1.1201, loss: 1.1201, grad_norm: 6.1953 2021-03-14 18:36:52,361 - mmaction - INFO - Epoch [78][1020/1253] lr: 7.500e-04, eta: 5:53:30, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7117, top5_acc: 0.8820, loss_cls: 1.1953, loss: 1.1953, grad_norm: 6.3440 2021-03-14 18:37:04,710 - mmaction - INFO - Epoch [78][1040/1253] lr: 7.500e-04, eta: 5:53:14, time: 0.618, data_time: 0.004, memory: 8809, top1_acc: 0.7122, top5_acc: 0.8815, loss_cls: 1.1748, loss: 1.1748, grad_norm: 6.2642 2021-03-14 18:37:17,068 - mmaction - INFO - Epoch [78][1060/1253] lr: 7.500e-04, eta: 5:52:58, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7135, top5_acc: 0.8836, loss_cls: 1.1846, loss: 1.1846, grad_norm: 6.4284 2021-03-14 18:37:29,301 - mmaction - INFO - Epoch [78][1080/1253] lr: 7.500e-04, eta: 5:52:41, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7143, top5_acc: 0.8818, loss_cls: 1.1619, loss: 1.1619, grad_norm: 6.2593 2021-03-14 18:37:41,524 - mmaction - INFO - Epoch [78][1100/1253] lr: 7.500e-04, eta: 5:52:25, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7177, top5_acc: 0.8805, loss_cls: 1.1609, loss: 1.1609, grad_norm: 6.3142 2021-03-14 18:37:53,766 - mmaction - INFO - Epoch [78][1120/1253] lr: 7.500e-04, eta: 5:52:09, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7034, top5_acc: 0.8820, loss_cls: 1.1884, loss: 1.1884, grad_norm: 6.4386 2021-03-14 18:38:06,190 - mmaction - INFO - Epoch [78][1140/1253] lr: 7.500e-04, eta: 5:51:53, time: 0.620, data_time: 0.001, memory: 8809, top1_acc: 0.7047, top5_acc: 0.8812, loss_cls: 1.1951, loss: 1.1951, grad_norm: 6.3857 2021-03-14 18:38:18,452 - mmaction - INFO - Epoch [78][1160/1253] lr: 7.500e-04, eta: 5:51:37, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7055, top5_acc: 0.8771, loss_cls: 1.1880, loss: 1.1880, grad_norm: 6.2881 2021-03-14 18:38:30,821 - mmaction - INFO - Epoch [78][1180/1253] lr: 7.500e-04, eta: 5:51:21, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7312, top5_acc: 0.8927, loss_cls: 1.1205, loss: 1.1205, grad_norm: 6.1757 2021-03-14 18:38:43,153 - mmaction - INFO - Epoch [78][1200/1253] lr: 7.500e-04, eta: 5:51:05, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7180, top5_acc: 0.8852, loss_cls: 1.1446, loss: 1.1446, grad_norm: 6.2833 2021-03-14 18:38:55,523 - mmaction - INFO - Epoch [78][1220/1253] lr: 7.500e-04, eta: 5:50:49, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8849, loss_cls: 1.1441, loss: 1.1441, grad_norm: 6.3725 2021-03-14 18:39:07,722 - mmaction - INFO - Epoch [78][1240/1253] lr: 7.500e-04, eta: 5:50:33, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.7148, top5_acc: 0.8878, loss_cls: 1.1451, loss: 1.1451, grad_norm: 6.2015 2021-03-14 18:42:42,181 - mmaction - INFO - Epoch [79][20/1253] lr: 7.500e-04, eta: 5:50:58, time: 10.240, data_time: 9.609, memory: 8809, top1_acc: 0.7104, top5_acc: 0.8849, loss_cls: 1.1549, loss: 1.1549, grad_norm: 6.3444 2021-03-14 18:42:54,487 - mmaction - INFO - Epoch [79][40/1253] lr: 7.500e-04, eta: 5:50:42, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8906, loss_cls: 1.1243, loss: 1.1243, grad_norm: 6.2245 2021-03-14 18:43:06,727 - mmaction - INFO - Epoch [79][60/1253] lr: 7.500e-04, eta: 5:50:26, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7049, top5_acc: 0.8805, loss_cls: 1.1805, loss: 1.1805, grad_norm: 6.4525 2021-03-14 18:43:18,977 - mmaction - INFO - Epoch [79][80/1253] lr: 7.500e-04, eta: 5:50:10, time: 0.614, data_time: 0.004, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8849, loss_cls: 1.1719, loss: 1.1719, grad_norm: 6.3077 2021-03-14 18:43:31,298 - mmaction - INFO - Epoch [79][100/1253] lr: 7.500e-04, eta: 5:49:54, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7120, top5_acc: 0.8768, loss_cls: 1.1772, loss: 1.1772, grad_norm: 6.3273 2021-03-14 18:43:43,563 - mmaction - INFO - Epoch [79][120/1253] lr: 7.500e-04, eta: 5:49:37, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7216, top5_acc: 0.8857, loss_cls: 1.1403, loss: 1.1403, grad_norm: 6.2439 2021-03-14 18:43:55,940 - mmaction - INFO - Epoch [79][140/1253] lr: 7.500e-04, eta: 5:49:21, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7177, top5_acc: 0.8898, loss_cls: 1.1209, loss: 1.1209, grad_norm: 6.2155 2021-03-14 18:44:08,245 - mmaction - INFO - Epoch [79][160/1253] lr: 7.500e-04, eta: 5:49:05, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7159, top5_acc: 0.8753, loss_cls: 1.1748, loss: 1.1748, grad_norm: 6.2520 2021-03-14 18:44:20,472 - mmaction - INFO - Epoch [79][180/1253] lr: 7.500e-04, eta: 5:48:49, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7143, top5_acc: 0.8867, loss_cls: 1.1412, loss: 1.1412, grad_norm: 6.2648 2021-03-14 18:44:32,803 - mmaction - INFO - Epoch [79][200/1253] lr: 7.500e-04, eta: 5:48:33, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7177, top5_acc: 0.8807, loss_cls: 1.1685, loss: 1.1685, grad_norm: 6.2972 2021-03-14 18:44:45,082 - mmaction - INFO - Epoch [79][220/1253] lr: 7.500e-04, eta: 5:48:17, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7232, top5_acc: 0.8844, loss_cls: 1.1303, loss: 1.1303, grad_norm: 6.1259 2021-03-14 18:44:57,244 - mmaction - INFO - Epoch [79][240/1253] lr: 7.500e-04, eta: 5:48:01, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7096, top5_acc: 0.8758, loss_cls: 1.2044, loss: 1.2044, grad_norm: 6.4019 2021-03-14 18:45:09,589 - mmaction - INFO - Epoch [79][260/1253] lr: 7.500e-04, eta: 5:47:45, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7138, top5_acc: 0.8888, loss_cls: 1.1532, loss: 1.1532, grad_norm: 6.3961 2021-03-14 18:45:22,009 - mmaction - INFO - Epoch [79][280/1253] lr: 7.500e-04, eta: 5:47:29, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.7219, top5_acc: 0.8831, loss_cls: 1.1485, loss: 1.1485, grad_norm: 6.2527 2021-03-14 18:45:34,254 - mmaction - INFO - Epoch [79][300/1253] lr: 7.500e-04, eta: 5:47:12, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7052, top5_acc: 0.8781, loss_cls: 1.1827, loss: 1.1827, grad_norm: 6.4516 2021-03-14 18:45:46,446 - mmaction - INFO - Epoch [79][320/1253] lr: 7.500e-04, eta: 5:46:56, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7161, top5_acc: 0.8792, loss_cls: 1.1750, loss: 1.1750, grad_norm: 6.3202 2021-03-14 18:45:58,606 - mmaction - INFO - Epoch [79][340/1253] lr: 7.500e-04, eta: 5:46:40, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.7229, top5_acc: 0.8867, loss_cls: 1.1396, loss: 1.1396, grad_norm: 6.2008 2021-03-14 18:46:10,982 - mmaction - INFO - Epoch [79][360/1253] lr: 7.500e-04, eta: 5:46:24, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8922, loss_cls: 1.1227, loss: 1.1227, grad_norm: 6.2708 2021-03-14 18:46:23,288 - mmaction - INFO - Epoch [79][380/1253] lr: 7.500e-04, eta: 5:46:08, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7060, top5_acc: 0.8872, loss_cls: 1.1635, loss: 1.1635, grad_norm: 6.3253 2021-03-14 18:46:35,580 - mmaction - INFO - Epoch [79][400/1253] lr: 7.500e-04, eta: 5:45:52, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8878, loss_cls: 1.1424, loss: 1.1424, grad_norm: 6.2137 2021-03-14 18:46:47,773 - mmaction - INFO - Epoch [79][420/1253] lr: 7.500e-04, eta: 5:45:36, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7201, top5_acc: 0.8888, loss_cls: 1.1341, loss: 1.1341, grad_norm: 6.1563 2021-03-14 18:47:00,022 - mmaction - INFO - Epoch [79][440/1253] lr: 7.500e-04, eta: 5:45:20, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7164, top5_acc: 0.8917, loss_cls: 1.1503, loss: 1.1503, grad_norm: 6.3123 2021-03-14 18:47:12,317 - mmaction - INFO - Epoch [79][460/1253] lr: 7.500e-04, eta: 5:45:03, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7242, top5_acc: 0.8862, loss_cls: 1.1427, loss: 1.1427, grad_norm: 6.2306 2021-03-14 18:47:24,576 - mmaction - INFO - Epoch [79][480/1253] lr: 7.500e-04, eta: 5:44:47, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7227, top5_acc: 0.8971, loss_cls: 1.1039, loss: 1.1039, grad_norm: 6.2320 2021-03-14 18:47:36,962 - mmaction - INFO - Epoch [79][500/1253] lr: 7.500e-04, eta: 5:44:31, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7292, top5_acc: 0.8878, loss_cls: 1.0986, loss: 1.0986, grad_norm: 6.1839 2021-03-14 18:47:49,264 - mmaction - INFO - Epoch [79][520/1253] lr: 7.500e-04, eta: 5:44:15, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7151, top5_acc: 0.8768, loss_cls: 1.1862, loss: 1.1862, grad_norm: 6.3768 2021-03-14 18:48:01,560 - mmaction - INFO - Epoch [79][540/1253] lr: 7.500e-04, eta: 5:43:59, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7216, top5_acc: 0.8870, loss_cls: 1.1553, loss: 1.1553, grad_norm: 6.1708 2021-03-14 18:48:13,856 - mmaction - INFO - Epoch [79][560/1253] lr: 7.500e-04, eta: 5:43:43, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7161, top5_acc: 0.8857, loss_cls: 1.1529, loss: 1.1529, grad_norm: 6.2439 2021-03-14 18:48:26,130 - mmaction - INFO - Epoch [79][580/1253] lr: 7.500e-04, eta: 5:43:27, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7081, top5_acc: 0.8745, loss_cls: 1.2068, loss: 1.2068, grad_norm: 6.4616 2021-03-14 18:48:38,467 - mmaction - INFO - Epoch [79][600/1253] lr: 7.500e-04, eta: 5:43:11, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7273, top5_acc: 0.8896, loss_cls: 1.1212, loss: 1.1212, grad_norm: 6.2362 2021-03-14 18:48:50,691 - mmaction - INFO - Epoch [79][620/1253] lr: 7.500e-04, eta: 5:42:55, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8792, loss_cls: 1.1565, loss: 1.1565, grad_norm: 6.2278 2021-03-14 18:49:03,026 - mmaction - INFO - Epoch [79][640/1253] lr: 7.500e-04, eta: 5:42:39, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7125, top5_acc: 0.8797, loss_cls: 1.1694, loss: 1.1694, grad_norm: 6.4051 2021-03-14 18:49:15,321 - mmaction - INFO - Epoch [79][660/1253] lr: 7.500e-04, eta: 5:42:23, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7156, top5_acc: 0.8846, loss_cls: 1.1406, loss: 1.1406, grad_norm: 6.3059 2021-03-14 18:49:27,623 - mmaction - INFO - Epoch [79][680/1253] lr: 7.500e-04, eta: 5:42:06, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7146, top5_acc: 0.8880, loss_cls: 1.1542, loss: 1.1542, grad_norm: 6.3077 2021-03-14 18:49:39,858 - mmaction - INFO - Epoch [79][700/1253] lr: 7.500e-04, eta: 5:41:50, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7081, top5_acc: 0.8885, loss_cls: 1.1576, loss: 1.1576, grad_norm: 6.3231 2021-03-14 18:49:52,096 - mmaction - INFO - Epoch [79][720/1253] lr: 7.500e-04, eta: 5:41:34, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7263, top5_acc: 0.8875, loss_cls: 1.1313, loss: 1.1313, grad_norm: 6.1514 2021-03-14 18:50:04,395 - mmaction - INFO - Epoch [79][740/1253] lr: 7.500e-04, eta: 5:41:18, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7159, top5_acc: 0.8844, loss_cls: 1.1469, loss: 1.1469, grad_norm: 6.2365 2021-03-14 18:50:16,653 - mmaction - INFO - Epoch [79][760/1253] lr: 7.500e-04, eta: 5:41:02, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7380, top5_acc: 0.8951, loss_cls: 1.0896, loss: 1.0896, grad_norm: 6.0742 2021-03-14 18:50:28,965 - mmaction - INFO - Epoch [79][780/1253] lr: 7.500e-04, eta: 5:40:46, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7266, top5_acc: 0.8914, loss_cls: 1.0964, loss: 1.0964, grad_norm: 6.1590 2021-03-14 18:50:41,303 - mmaction - INFO - Epoch [79][800/1253] lr: 7.500e-04, eta: 5:40:30, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7232, top5_acc: 0.8870, loss_cls: 1.1342, loss: 1.1342, grad_norm: 6.2389 2021-03-14 18:50:53,541 - mmaction - INFO - Epoch [79][820/1253] lr: 7.500e-04, eta: 5:40:14, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7141, top5_acc: 0.8831, loss_cls: 1.1656, loss: 1.1656, grad_norm: 6.3662 2021-03-14 18:51:05,764 - mmaction - INFO - Epoch [79][840/1253] lr: 7.500e-04, eta: 5:39:58, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7120, top5_acc: 0.8823, loss_cls: 1.1772, loss: 1.1772, grad_norm: 6.4176 2021-03-14 18:51:18,053 - mmaction - INFO - Epoch [79][860/1253] lr: 7.500e-04, eta: 5:39:42, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7102, top5_acc: 0.8786, loss_cls: 1.1903, loss: 1.1903, grad_norm: 6.4361 2021-03-14 18:51:30,323 - mmaction - INFO - Epoch [79][880/1253] lr: 7.500e-04, eta: 5:39:26, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7255, top5_acc: 0.8948, loss_cls: 1.1283, loss: 1.1283, grad_norm: 6.2899 2021-03-14 18:51:42,593 - mmaction - INFO - Epoch [79][900/1253] lr: 7.500e-04, eta: 5:39:10, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7188, top5_acc: 0.8906, loss_cls: 1.1348, loss: 1.1348, grad_norm: 6.2902 2021-03-14 18:51:54,821 - mmaction - INFO - Epoch [79][920/1253] lr: 7.500e-04, eta: 5:38:53, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7148, top5_acc: 0.8799, loss_cls: 1.1892, loss: 1.1892, grad_norm: 6.3701 2021-03-14 18:52:07,149 - mmaction - INFO - Epoch [79][940/1253] lr: 7.500e-04, eta: 5:38:37, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7305, top5_acc: 0.8904, loss_cls: 1.1131, loss: 1.1131, grad_norm: 6.1688 2021-03-14 18:52:19,392 - mmaction - INFO - Epoch [79][960/1253] lr: 7.500e-04, eta: 5:38:21, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7182, top5_acc: 0.8768, loss_cls: 1.1651, loss: 1.1651, grad_norm: 6.2163 2021-03-14 18:52:31,615 - mmaction - INFO - Epoch [79][980/1253] lr: 7.500e-04, eta: 5:38:05, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7042, top5_acc: 0.8849, loss_cls: 1.1845, loss: 1.1845, grad_norm: 6.4496 2021-03-14 18:52:43,875 - mmaction - INFO - Epoch [79][1000/1253] lr: 7.500e-04, eta: 5:37:49, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7302, top5_acc: 0.8992, loss_cls: 1.0912, loss: 1.0912, grad_norm: 6.1414 2021-03-14 18:52:56,133 - mmaction - INFO - Epoch [79][1020/1253] lr: 7.500e-04, eta: 5:37:33, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7172, top5_acc: 0.8909, loss_cls: 1.1325, loss: 1.1325, grad_norm: 6.2272 2021-03-14 18:53:08,429 - mmaction - INFO - Epoch [79][1040/1253] lr: 7.500e-04, eta: 5:37:17, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7216, top5_acc: 0.8844, loss_cls: 1.1388, loss: 1.1388, grad_norm: 6.3491 2021-03-14 18:53:20,654 - mmaction - INFO - Epoch [79][1060/1253] lr: 7.500e-04, eta: 5:37:01, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7177, top5_acc: 0.8896, loss_cls: 1.1436, loss: 1.1436, grad_norm: 6.3013 2021-03-14 18:53:32,934 - mmaction - INFO - Epoch [79][1080/1253] lr: 7.500e-04, eta: 5:36:45, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7070, top5_acc: 0.8841, loss_cls: 1.1898, loss: 1.1898, grad_norm: 6.4318 2021-03-14 18:53:45,297 - mmaction - INFO - Epoch [79][1100/1253] lr: 7.500e-04, eta: 5:36:29, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.7133, top5_acc: 0.8896, loss_cls: 1.1614, loss: 1.1614, grad_norm: 6.4131 2021-03-14 18:53:57,697 - mmaction - INFO - Epoch [79][1120/1253] lr: 7.500e-04, eta: 5:36:13, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7156, top5_acc: 0.8880, loss_cls: 1.1095, loss: 1.1095, grad_norm: 6.2386 2021-03-14 18:54:09,965 - mmaction - INFO - Epoch [79][1140/1253] lr: 7.500e-04, eta: 5:35:57, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7107, top5_acc: 0.8839, loss_cls: 1.1597, loss: 1.1597, grad_norm: 6.3459 2021-03-14 18:54:22,320 - mmaction - INFO - Epoch [79][1160/1253] lr: 7.500e-04, eta: 5:35:41, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7232, top5_acc: 0.8789, loss_cls: 1.1575, loss: 1.1575, grad_norm: 6.3754 2021-03-14 18:54:34,616 - mmaction - INFO - Epoch [79][1180/1253] lr: 7.500e-04, eta: 5:35:25, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7174, top5_acc: 0.8760, loss_cls: 1.1666, loss: 1.1666, grad_norm: 6.2899 2021-03-14 18:54:46,862 - mmaction - INFO - Epoch [79][1200/1253] lr: 7.500e-04, eta: 5:35:09, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7182, top5_acc: 0.8909, loss_cls: 1.1328, loss: 1.1328, grad_norm: 6.2018 2021-03-14 18:54:59,209 - mmaction - INFO - Epoch [79][1220/1253] lr: 7.500e-04, eta: 5:34:53, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7206, top5_acc: 0.8846, loss_cls: 1.1543, loss: 1.1543, grad_norm: 6.2776 2021-03-14 18:55:11,571 - mmaction - INFO - Epoch [79][1240/1253] lr: 7.500e-04, eta: 5:34:37, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.7188, top5_acc: 0.8872, loss_cls: 1.1523, loss: 1.1523, grad_norm: 6.3391 2021-03-14 18:58:48,914 - mmaction - INFO - Epoch [80][20/1253] lr: 7.500e-04, eta: 5:35:00, time: 10.383, data_time: 9.762, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8945, loss_cls: 1.1245, loss: 1.1245, grad_norm: 6.2365 2021-03-14 18:59:01,169 - mmaction - INFO - Epoch [80][40/1253] lr: 7.500e-04, eta: 5:34:44, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7328, top5_acc: 0.8927, loss_cls: 1.0991, loss: 1.0991, grad_norm: 6.1305 2021-03-14 18:59:13,503 - mmaction - INFO - Epoch [80][60/1253] lr: 7.500e-04, eta: 5:34:28, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7122, top5_acc: 0.8859, loss_cls: 1.1712, loss: 1.1712, grad_norm: 6.3860 2021-03-14 18:59:25,745 - mmaction - INFO - Epoch [80][80/1253] lr: 7.500e-04, eta: 5:34:12, time: 0.614, data_time: 0.004, memory: 8809, top1_acc: 0.7302, top5_acc: 0.8880, loss_cls: 1.1222, loss: 1.1222, grad_norm: 6.2802 2021-03-14 18:59:37,940 - mmaction - INFO - Epoch [80][100/1253] lr: 7.500e-04, eta: 5:33:56, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7214, top5_acc: 0.8951, loss_cls: 1.1121, loss: 1.1121, grad_norm: 6.2496 2021-03-14 18:59:50,125 - mmaction - INFO - Epoch [80][120/1253] lr: 7.500e-04, eta: 5:33:40, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7188, top5_acc: 0.8880, loss_cls: 1.1380, loss: 1.1380, grad_norm: 6.2762 2021-03-14 19:00:02,337 - mmaction - INFO - Epoch [80][140/1253] lr: 7.500e-04, eta: 5:33:23, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7211, top5_acc: 0.8940, loss_cls: 1.1261, loss: 1.1261, grad_norm: 6.2566 2021-03-14 19:00:14,673 - mmaction - INFO - Epoch [80][160/1253] lr: 7.500e-04, eta: 5:33:07, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7224, top5_acc: 0.8872, loss_cls: 1.1393, loss: 1.1393, grad_norm: 6.2351 2021-03-14 19:00:26,949 - mmaction - INFO - Epoch [80][180/1253] lr: 7.500e-04, eta: 5:32:51, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7146, top5_acc: 0.8841, loss_cls: 1.1630, loss: 1.1630, grad_norm: 6.3406 2021-03-14 19:00:39,250 - mmaction - INFO - Epoch [80][200/1253] lr: 7.500e-04, eta: 5:32:35, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7195, top5_acc: 0.8854, loss_cls: 1.1392, loss: 1.1392, grad_norm: 6.2992 2021-03-14 19:00:51,470 - mmaction - INFO - Epoch [80][220/1253] lr: 7.500e-04, eta: 5:32:19, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7237, top5_acc: 0.8831, loss_cls: 1.1395, loss: 1.1395, grad_norm: 6.1884 2021-03-14 19:01:03,822 - mmaction - INFO - Epoch [80][240/1253] lr: 7.500e-04, eta: 5:32:03, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7055, top5_acc: 0.8820, loss_cls: 1.1919, loss: 1.1919, grad_norm: 6.3680 2021-03-14 19:01:16,183 - mmaction - INFO - Epoch [80][260/1253] lr: 7.500e-04, eta: 5:31:47, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.7323, top5_acc: 0.8888, loss_cls: 1.1054, loss: 1.1054, grad_norm: 6.1786 2021-03-14 19:01:28,464 - mmaction - INFO - Epoch [80][280/1253] lr: 7.500e-04, eta: 5:31:31, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7125, top5_acc: 0.8799, loss_cls: 1.1830, loss: 1.1830, grad_norm: 6.3502 2021-03-14 19:01:40,734 - mmaction - INFO - Epoch [80][300/1253] lr: 7.500e-04, eta: 5:31:15, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7172, top5_acc: 0.8841, loss_cls: 1.1448, loss: 1.1448, grad_norm: 6.2698 2021-03-14 19:01:52,968 - mmaction - INFO - Epoch [80][320/1253] lr: 7.500e-04, eta: 5:30:59, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7211, top5_acc: 0.8862, loss_cls: 1.1607, loss: 1.1607, grad_norm: 6.3630 2021-03-14 19:02:05,202 - mmaction - INFO - Epoch [80][340/1253] lr: 7.500e-04, eta: 5:30:43, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7247, top5_acc: 0.8898, loss_cls: 1.1060, loss: 1.1060, grad_norm: 6.2583 2021-03-14 19:02:17,591 - mmaction - INFO - Epoch [80][360/1253] lr: 7.500e-04, eta: 5:30:27, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7242, top5_acc: 0.8883, loss_cls: 1.1281, loss: 1.1281, grad_norm: 6.2963 2021-03-14 19:02:29,891 - mmaction - INFO - Epoch [80][380/1253] lr: 7.500e-04, eta: 5:30:11, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7279, top5_acc: 0.8961, loss_cls: 1.0871, loss: 1.0871, grad_norm: 6.2263 2021-03-14 19:02:42,257 - mmaction - INFO - Epoch [80][400/1253] lr: 7.500e-04, eta: 5:29:55, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7146, top5_acc: 0.8906, loss_cls: 1.1495, loss: 1.1495, grad_norm: 6.3777 2021-03-14 19:02:54,578 - mmaction - INFO - Epoch [80][420/1253] lr: 7.500e-04, eta: 5:29:39, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.6974, top5_acc: 0.8805, loss_cls: 1.2034, loss: 1.2034, grad_norm: 6.5035 2021-03-14 19:03:06,811 - mmaction - INFO - Epoch [80][440/1253] lr: 7.500e-04, eta: 5:29:22, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7219, top5_acc: 0.8880, loss_cls: 1.1273, loss: 1.1273, grad_norm: 6.3538 2021-03-14 19:03:19,093 - mmaction - INFO - Epoch [80][460/1253] lr: 7.500e-04, eta: 5:29:06, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8844, loss_cls: 1.1245, loss: 1.1245, grad_norm: 6.2193 2021-03-14 19:03:31,437 - mmaction - INFO - Epoch [80][480/1253] lr: 7.500e-04, eta: 5:28:50, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7224, top5_acc: 0.8901, loss_cls: 1.1281, loss: 1.1281, grad_norm: 6.2037 2021-03-14 19:03:43,774 - mmaction - INFO - Epoch [80][500/1253] lr: 7.500e-04, eta: 5:28:34, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7247, top5_acc: 0.8841, loss_cls: 1.1267, loss: 1.1267, grad_norm: 6.2098 2021-03-14 19:03:56,058 - mmaction - INFO - Epoch [80][520/1253] lr: 7.500e-04, eta: 5:28:18, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7091, top5_acc: 0.8826, loss_cls: 1.1627, loss: 1.1627, grad_norm: 6.4174 2021-03-14 19:04:08,391 - mmaction - INFO - Epoch [80][540/1253] lr: 7.500e-04, eta: 5:28:02, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7130, top5_acc: 0.8812, loss_cls: 1.1653, loss: 1.1653, grad_norm: 6.3040 2021-03-14 19:04:20,670 - mmaction - INFO - Epoch [80][560/1253] lr: 7.500e-04, eta: 5:27:46, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7138, top5_acc: 0.8826, loss_cls: 1.1689, loss: 1.1689, grad_norm: 6.3925 2021-03-14 19:04:32,965 - mmaction - INFO - Epoch [80][580/1253] lr: 7.500e-04, eta: 5:27:30, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7198, top5_acc: 0.8865, loss_cls: 1.1495, loss: 1.1495, grad_norm: 6.2440 2021-03-14 19:04:45,216 - mmaction - INFO - Epoch [80][600/1253] lr: 7.500e-04, eta: 5:27:14, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7286, top5_acc: 0.8891, loss_cls: 1.1121, loss: 1.1121, grad_norm: 6.2477 2021-03-14 19:04:57,469 - mmaction - INFO - Epoch [80][620/1253] lr: 7.500e-04, eta: 5:26:58, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7130, top5_acc: 0.8753, loss_cls: 1.1836, loss: 1.1836, grad_norm: 6.3695 2021-03-14 19:05:09,828 - mmaction - INFO - Epoch [80][640/1253] lr: 7.500e-04, eta: 5:26:42, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7138, top5_acc: 0.8883, loss_cls: 1.1459, loss: 1.1459, grad_norm: 6.4241 2021-03-14 19:05:22,129 - mmaction - INFO - Epoch [80][660/1253] lr: 7.500e-04, eta: 5:26:26, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7023, top5_acc: 0.8732, loss_cls: 1.2045, loss: 1.2045, grad_norm: 6.5524 2021-03-14 19:05:34,505 - mmaction - INFO - Epoch [80][680/1253] lr: 7.500e-04, eta: 5:26:10, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7112, top5_acc: 0.8789, loss_cls: 1.1968, loss: 1.1968, grad_norm: 6.4322 2021-03-14 19:05:46,753 - mmaction - INFO - Epoch [80][700/1253] lr: 7.500e-04, eta: 5:25:54, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7177, top5_acc: 0.8807, loss_cls: 1.1931, loss: 1.1931, grad_norm: 6.4433 2021-03-14 19:05:58,988 - mmaction - INFO - Epoch [80][720/1253] lr: 7.500e-04, eta: 5:25:38, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7115, top5_acc: 0.8826, loss_cls: 1.1652, loss: 1.1652, grad_norm: 6.2952 2021-03-14 19:06:11,352 - mmaction - INFO - Epoch [80][740/1253] lr: 7.500e-04, eta: 5:25:22, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8750, loss_cls: 1.1734, loss: 1.1734, grad_norm: 6.3350 2021-03-14 19:06:23,598 - mmaction - INFO - Epoch [80][760/1253] lr: 7.500e-04, eta: 5:25:06, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7201, top5_acc: 0.8852, loss_cls: 1.1483, loss: 1.1483, grad_norm: 6.4030 2021-03-14 19:06:35,926 - mmaction - INFO - Epoch [80][780/1253] lr: 7.500e-04, eta: 5:24:50, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7099, top5_acc: 0.8828, loss_cls: 1.1613, loss: 1.1613, grad_norm: 6.3673 2021-03-14 19:06:48,087 - mmaction - INFO - Epoch [80][800/1253] lr: 7.500e-04, eta: 5:24:34, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.7099, top5_acc: 0.8839, loss_cls: 1.1849, loss: 1.1849, grad_norm: 6.3462 2021-03-14 19:07:00,386 - mmaction - INFO - Epoch [80][820/1253] lr: 7.500e-04, eta: 5:24:18, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7130, top5_acc: 0.8820, loss_cls: 1.1789, loss: 1.1789, grad_norm: 6.3664 2021-03-14 19:07:12,727 - mmaction - INFO - Epoch [80][840/1253] lr: 7.500e-04, eta: 5:24:02, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7195, top5_acc: 0.8789, loss_cls: 1.1914, loss: 1.1914, grad_norm: 6.4204 2021-03-14 19:07:24,955 - mmaction - INFO - Epoch [80][860/1253] lr: 7.500e-04, eta: 5:23:46, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7141, top5_acc: 0.8781, loss_cls: 1.1678, loss: 1.1678, grad_norm: 6.2812 2021-03-14 19:07:37,244 - mmaction - INFO - Epoch [80][880/1253] lr: 7.500e-04, eta: 5:23:30, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7216, top5_acc: 0.8828, loss_cls: 1.1554, loss: 1.1554, grad_norm: 6.4006 2021-03-14 19:07:49,531 - mmaction - INFO - Epoch [80][900/1253] lr: 7.500e-04, eta: 5:23:14, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8883, loss_cls: 1.1377, loss: 1.1377, grad_norm: 6.3321 2021-03-14 19:08:01,808 - mmaction - INFO - Epoch [80][920/1253] lr: 7.500e-04, eta: 5:22:58, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7354, top5_acc: 0.8849, loss_cls: 1.1217, loss: 1.1217, grad_norm: 6.2348 2021-03-14 19:08:14,199 - mmaction - INFO - Epoch [80][940/1253] lr: 7.500e-04, eta: 5:22:42, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8826, loss_cls: 1.1461, loss: 1.1461, grad_norm: 6.2246 2021-03-14 19:08:26,542 - mmaction - INFO - Epoch [80][960/1253] lr: 7.500e-04, eta: 5:22:26, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.7120, top5_acc: 0.8781, loss_cls: 1.1685, loss: 1.1685, grad_norm: 6.3293 2021-03-14 19:08:38,896 - mmaction - INFO - Epoch [80][980/1253] lr: 7.500e-04, eta: 5:22:10, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7281, top5_acc: 0.8880, loss_cls: 1.1473, loss: 1.1473, grad_norm: 6.3014 2021-03-14 19:08:51,189 - mmaction - INFO - Epoch [80][1000/1253] lr: 7.500e-04, eta: 5:21:54, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7107, top5_acc: 0.8805, loss_cls: 1.1835, loss: 1.1835, grad_norm: 6.2808 2021-03-14 19:09:03,491 - mmaction - INFO - Epoch [80][1020/1253] lr: 7.500e-04, eta: 5:21:38, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7107, top5_acc: 0.8846, loss_cls: 1.1496, loss: 1.1496, grad_norm: 6.3636 2021-03-14 19:09:15,794 - mmaction - INFO - Epoch [80][1040/1253] lr: 7.500e-04, eta: 5:21:22, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7276, top5_acc: 0.8977, loss_cls: 1.1002, loss: 1.1002, grad_norm: 6.1963 2021-03-14 19:09:28,129 - mmaction - INFO - Epoch [80][1060/1253] lr: 7.500e-04, eta: 5:21:06, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7120, top5_acc: 0.8781, loss_cls: 1.1801, loss: 1.1801, grad_norm: 6.3745 2021-03-14 19:09:40,594 - mmaction - INFO - Epoch [80][1080/1253] lr: 7.500e-04, eta: 5:20:50, time: 0.624, data_time: 0.003, memory: 8809, top1_acc: 0.7099, top5_acc: 0.8859, loss_cls: 1.1575, loss: 1.1575, grad_norm: 6.3398 2021-03-14 19:09:52,814 - mmaction - INFO - Epoch [80][1100/1253] lr: 7.500e-04, eta: 5:20:34, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7146, top5_acc: 0.8753, loss_cls: 1.1778, loss: 1.1778, grad_norm: 6.3582 2021-03-14 19:10:05,154 - mmaction - INFO - Epoch [80][1120/1253] lr: 7.500e-04, eta: 5:20:18, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8901, loss_cls: 1.1346, loss: 1.1346, grad_norm: 6.3342 2021-03-14 19:10:17,431 - mmaction - INFO - Epoch [80][1140/1253] lr: 7.500e-04, eta: 5:20:02, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1429, loss: 1.1429, grad_norm: 6.2558 2021-03-14 19:10:29,611 - mmaction - INFO - Epoch [80][1160/1253] lr: 7.500e-04, eta: 5:19:46, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8875, loss_cls: 1.1268, loss: 1.1268, grad_norm: 6.2615 2021-03-14 19:10:41,838 - mmaction - INFO - Epoch [80][1180/1253] lr: 7.500e-04, eta: 5:19:30, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7135, top5_acc: 0.8781, loss_cls: 1.1868, loss: 1.1868, grad_norm: 6.1793 2021-03-14 19:10:54,167 - mmaction - INFO - Epoch [80][1200/1253] lr: 7.500e-04, eta: 5:19:14, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7161, top5_acc: 0.8880, loss_cls: 1.1394, loss: 1.1394, grad_norm: 6.3384 2021-03-14 19:11:06,526 - mmaction - INFO - Epoch [80][1220/1253] lr: 7.500e-04, eta: 5:18:58, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7128, top5_acc: 0.8836, loss_cls: 1.1495, loss: 1.1495, grad_norm: 6.3448 2021-03-14 19:11:18,796 - mmaction - INFO - Epoch [80][1240/1253] lr: 7.500e-04, eta: 5:18:42, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7172, top5_acc: 0.8935, loss_cls: 1.1562, loss: 1.1562, grad_norm: 6.4121 2021-03-14 19:11:28,303 - mmaction - INFO - Saving checkpoint at 80 epochs 2021-03-14 19:15:01,277 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-03-14 19:15:02,253 - mmaction - INFO - top1_acc 0.6959 top5_acc 0.8857 2021-03-14 19:15:02,253 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-03-14 19:15:02,292 - mmaction - INFO - mean_acc 0.6959 2021-03-14 19:15:02,307 - mmaction - INFO - Epoch(val) [80][1253] top1_acc: 0.6959, top5_acc: 0.8857, mean_class_accuracy: 0.6959 2021-03-14 19:18:27,335 - mmaction - INFO - Epoch [81][20/1253] lr: 7.500e-05, eta: 5:19:01, time: 10.250, data_time: 9.538, memory: 8809, top1_acc: 0.7120, top5_acc: 0.8792, loss_cls: 1.1799, loss: 1.1799, grad_norm: 6.3586 2021-03-14 19:18:39,607 - mmaction - INFO - Epoch [81][40/1253] lr: 7.500e-05, eta: 5:18:45, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7208, top5_acc: 0.8875, loss_cls: 1.1169, loss: 1.1169, grad_norm: 6.2659 2021-03-14 19:18:51,872 - mmaction - INFO - Epoch [81][60/1253] lr: 7.500e-05, eta: 5:18:29, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7255, top5_acc: 0.8898, loss_cls: 1.1225, loss: 1.1225, grad_norm: 6.2728 2021-03-14 19:19:04,184 - mmaction - INFO - Epoch [81][80/1253] lr: 7.500e-05, eta: 5:18:13, time: 0.617, data_time: 0.007, memory: 8809, top1_acc: 0.7109, top5_acc: 0.8896, loss_cls: 1.1530, loss: 1.1530, grad_norm: 6.2830 2021-03-14 19:19:16,488 - mmaction - INFO - Epoch [81][100/1253] lr: 7.500e-05, eta: 5:17:57, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7266, top5_acc: 0.8932, loss_cls: 1.1299, loss: 1.1299, grad_norm: 6.3913 2021-03-14 19:19:28,716 - mmaction - INFO - Epoch [81][120/1253] lr: 7.500e-05, eta: 5:17:41, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7128, top5_acc: 0.8820, loss_cls: 1.1642, loss: 1.1642, grad_norm: 6.3856 2021-03-14 19:19:41,061 - mmaction - INFO - Epoch [81][140/1253] lr: 7.500e-05, eta: 5:17:25, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7247, top5_acc: 0.8891, loss_cls: 1.1416, loss: 1.1416, grad_norm: 6.3151 2021-03-14 19:19:53,369 - mmaction - INFO - Epoch [81][160/1253] lr: 7.500e-05, eta: 5:17:09, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7310, top5_acc: 0.8896, loss_cls: 1.0985, loss: 1.0985, grad_norm: 6.1430 2021-03-14 19:20:05,766 - mmaction - INFO - Epoch [81][180/1253] lr: 7.500e-05, eta: 5:16:53, time: 0.621, data_time: 0.004, memory: 8809, top1_acc: 0.7177, top5_acc: 0.8870, loss_cls: 1.0958, loss: 1.0958, grad_norm: 6.1874 2021-03-14 19:20:18,133 - mmaction - INFO - Epoch [81][200/1253] lr: 7.500e-05, eta: 5:16:37, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7352, top5_acc: 0.8898, loss_cls: 1.1017, loss: 1.1017, grad_norm: 6.1977 2021-03-14 19:20:30,504 - mmaction - INFO - Epoch [81][220/1253] lr: 7.500e-05, eta: 5:16:21, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7242, top5_acc: 0.8880, loss_cls: 1.1343, loss: 1.1343, grad_norm: 6.3899 2021-03-14 19:20:42,828 - mmaction - INFO - Epoch [81][240/1253] lr: 7.500e-05, eta: 5:16:05, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7164, top5_acc: 0.8870, loss_cls: 1.1270, loss: 1.1270, grad_norm: 6.2292 2021-03-14 19:20:55,149 - mmaction - INFO - Epoch [81][260/1253] lr: 7.500e-05, eta: 5:15:49, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7286, top5_acc: 0.8865, loss_cls: 1.1358, loss: 1.1358, grad_norm: 6.2591 2021-03-14 19:21:07,399 - mmaction - INFO - Epoch [81][280/1253] lr: 7.500e-05, eta: 5:15:33, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7216, top5_acc: 0.8930, loss_cls: 1.1205, loss: 1.1205, grad_norm: 6.2317 2021-03-14 19:21:19,749 - mmaction - INFO - Epoch [81][300/1253] lr: 7.500e-05, eta: 5:15:17, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7125, top5_acc: 0.8737, loss_cls: 1.2129, loss: 1.2129, grad_norm: 6.3437 2021-03-14 19:21:32,038 - mmaction - INFO - Epoch [81][320/1253] lr: 7.500e-05, eta: 5:15:01, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7143, top5_acc: 0.8852, loss_cls: 1.1648, loss: 1.1648, grad_norm: 6.3049 2021-03-14 19:21:44,344 - mmaction - INFO - Epoch [81][340/1253] lr: 7.500e-05, eta: 5:14:45, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7370, top5_acc: 0.8924, loss_cls: 1.0899, loss: 1.0899, grad_norm: 6.0636 2021-03-14 19:21:56,691 - mmaction - INFO - Epoch [81][360/1253] lr: 7.500e-05, eta: 5:14:29, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7188, top5_acc: 0.8854, loss_cls: 1.1577, loss: 1.1577, grad_norm: 6.3047 2021-03-14 19:22:08,904 - mmaction - INFO - Epoch [81][380/1253] lr: 7.500e-05, eta: 5:14:13, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7180, top5_acc: 0.8802, loss_cls: 1.1588, loss: 1.1588, grad_norm: 6.3244 2021-03-14 19:22:21,311 - mmaction - INFO - Epoch [81][400/1253] lr: 7.500e-05, eta: 5:13:57, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8914, loss_cls: 1.1354, loss: 1.1354, grad_norm: 6.2420 2021-03-14 19:22:33,553 - mmaction - INFO - Epoch [81][420/1253] lr: 7.500e-05, eta: 5:13:41, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7161, top5_acc: 0.8807, loss_cls: 1.1753, loss: 1.1753, grad_norm: 6.4688 2021-03-14 19:22:45,882 - mmaction - INFO - Epoch [81][440/1253] lr: 7.500e-05, eta: 5:13:25, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7328, top5_acc: 0.8935, loss_cls: 1.1004, loss: 1.1004, grad_norm: 6.1229 2021-03-14 19:22:58,097 - mmaction - INFO - Epoch [81][460/1253] lr: 7.500e-05, eta: 5:13:09, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7302, top5_acc: 0.8896, loss_cls: 1.1105, loss: 1.1105, grad_norm: 6.1950 2021-03-14 19:23:10,366 - mmaction - INFO - Epoch [81][480/1253] lr: 7.500e-05, eta: 5:12:53, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7276, top5_acc: 0.8951, loss_cls: 1.0892, loss: 1.0892, grad_norm: 6.1280 2021-03-14 19:23:22,706 - mmaction - INFO - Epoch [81][500/1253] lr: 7.500e-05, eta: 5:12:37, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7271, top5_acc: 0.8849, loss_cls: 1.1414, loss: 1.1414, grad_norm: 6.3210 2021-03-14 19:23:34,962 - mmaction - INFO - Epoch [81][520/1253] lr: 7.500e-05, eta: 5:12:21, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7219, top5_acc: 0.8875, loss_cls: 1.1258, loss: 1.1258, grad_norm: 6.2921 2021-03-14 19:23:47,271 - mmaction - INFO - Epoch [81][540/1253] lr: 7.500e-05, eta: 5:12:05, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7253, top5_acc: 0.8930, loss_cls: 1.1113, loss: 1.1113, grad_norm: 6.2347 2021-03-14 19:23:59,425 - mmaction - INFO - Epoch [81][560/1253] lr: 7.500e-05, eta: 5:11:49, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7214, top5_acc: 0.8862, loss_cls: 1.1264, loss: 1.1264, grad_norm: 6.1787 2021-03-14 19:24:11,603 - mmaction - INFO - Epoch [81][580/1253] lr: 7.500e-05, eta: 5:11:33, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7240, top5_acc: 0.8831, loss_cls: 1.1453, loss: 1.1453, grad_norm: 6.2356 2021-03-14 19:24:23,794 - mmaction - INFO - Epoch [81][600/1253] lr: 7.500e-05, eta: 5:11:17, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7232, top5_acc: 0.8839, loss_cls: 1.1509, loss: 1.1509, grad_norm: 6.3338 2021-03-14 19:24:36,166 - mmaction - INFO - Epoch [81][620/1253] lr: 7.500e-05, eta: 5:11:01, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7286, top5_acc: 0.8867, loss_cls: 1.1259, loss: 1.1259, grad_norm: 6.2998 2021-03-14 19:24:48,427 - mmaction - INFO - Epoch [81][640/1253] lr: 7.500e-05, eta: 5:10:45, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7255, top5_acc: 0.8930, loss_cls: 1.0985, loss: 1.0985, grad_norm: 6.1550 2021-03-14 19:25:00,645 - mmaction - INFO - Epoch [81][660/1253] lr: 7.500e-05, eta: 5:10:29, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7182, top5_acc: 0.8852, loss_cls: 1.1340, loss: 1.1340, grad_norm: 6.2313 2021-03-14 19:25:12,914 - mmaction - INFO - Epoch [81][680/1253] lr: 7.500e-05, eta: 5:10:13, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7357, top5_acc: 0.8984, loss_cls: 1.0623, loss: 1.0623, grad_norm: 6.0782 2021-03-14 19:25:25,234 - mmaction - INFO - Epoch [81][700/1253] lr: 7.500e-05, eta: 5:09:57, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7214, top5_acc: 0.8784, loss_cls: 1.1337, loss: 1.1337, grad_norm: 6.2413 2021-03-14 19:25:37,517 - mmaction - INFO - Epoch [81][720/1253] lr: 7.500e-05, eta: 5:09:41, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7323, top5_acc: 0.8878, loss_cls: 1.1239, loss: 1.1239, grad_norm: 6.1581 2021-03-14 19:25:49,788 - mmaction - INFO - Epoch [81][740/1253] lr: 7.500e-05, eta: 5:09:25, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7354, top5_acc: 0.8919, loss_cls: 1.0907, loss: 1.0907, grad_norm: 6.1429 2021-03-14 19:26:02,200 - mmaction - INFO - Epoch [81][760/1253] lr: 7.500e-05, eta: 5:09:09, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7284, top5_acc: 0.8893, loss_cls: 1.1190, loss: 1.1190, grad_norm: 6.3091 2021-03-14 19:26:14,433 - mmaction - INFO - Epoch [81][780/1253] lr: 7.500e-05, eta: 5:08:53, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7214, top5_acc: 0.8818, loss_cls: 1.1466, loss: 1.1466, grad_norm: 6.2770 2021-03-14 19:26:26,819 - mmaction - INFO - Epoch [81][800/1253] lr: 7.500e-05, eta: 5:08:37, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.7266, top5_acc: 0.8841, loss_cls: 1.1354, loss: 1.1354, grad_norm: 6.2763 2021-03-14 19:26:39,082 - mmaction - INFO - Epoch [81][820/1253] lr: 7.500e-05, eta: 5:08:21, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8885, loss_cls: 1.1521, loss: 1.1521, grad_norm: 6.2967 2021-03-14 19:26:51,364 - mmaction - INFO - Epoch [81][840/1253] lr: 7.500e-05, eta: 5:08:05, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7240, top5_acc: 0.8870, loss_cls: 1.1357, loss: 1.1357, grad_norm: 6.2706 2021-03-14 19:27:03,714 - mmaction - INFO - Epoch [81][860/1253] lr: 7.500e-05, eta: 5:07:49, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7302, top5_acc: 0.8924, loss_cls: 1.1144, loss: 1.1144, grad_norm: 6.2491 2021-03-14 19:27:16,072 - mmaction - INFO - Epoch [81][880/1253] lr: 7.500e-05, eta: 5:07:33, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7227, top5_acc: 0.8786, loss_cls: 1.1591, loss: 1.1591, grad_norm: 6.2362 2021-03-14 19:27:28,544 - mmaction - INFO - Epoch [81][900/1253] lr: 7.500e-05, eta: 5:07:17, time: 0.623, data_time: 0.002, memory: 8809, top1_acc: 0.7188, top5_acc: 0.8807, loss_cls: 1.1464, loss: 1.1464, grad_norm: 6.3009 2021-03-14 19:27:40,879 - mmaction - INFO - Epoch [81][920/1253] lr: 7.500e-05, eta: 5:07:01, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7208, top5_acc: 0.8875, loss_cls: 1.1233, loss: 1.1233, grad_norm: 6.2015 2021-03-14 19:27:53,141 - mmaction - INFO - Epoch [81][940/1253] lr: 7.500e-05, eta: 5:06:45, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7161, top5_acc: 0.8844, loss_cls: 1.1322, loss: 1.1322, grad_norm: 6.1817 2021-03-14 19:28:05,440 - mmaction - INFO - Epoch [81][960/1253] lr: 7.500e-05, eta: 5:06:29, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7156, top5_acc: 0.8815, loss_cls: 1.1547, loss: 1.1547, grad_norm: 6.3173 2021-03-14 19:28:17,742 - mmaction - INFO - Epoch [81][980/1253] lr: 7.500e-05, eta: 5:06:13, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7341, top5_acc: 0.8961, loss_cls: 1.0742, loss: 1.0742, grad_norm: 6.0891 2021-03-14 19:28:30,150 - mmaction - INFO - Epoch [81][1000/1253] lr: 7.500e-05, eta: 5:05:57, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.7229, top5_acc: 0.8898, loss_cls: 1.0956, loss: 1.0956, grad_norm: 6.2020 2021-03-14 19:28:42,381 - mmaction - INFO - Epoch [81][1020/1253] lr: 7.500e-05, eta: 5:05:41, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7229, top5_acc: 0.8839, loss_cls: 1.1503, loss: 1.1503, grad_norm: 6.3115 2021-03-14 19:28:54,532 - mmaction - INFO - Epoch [81][1040/1253] lr: 7.500e-05, eta: 5:05:25, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.7260, top5_acc: 0.8901, loss_cls: 1.1203, loss: 1.1203, grad_norm: 6.2833 2021-03-14 19:29:06,807 - mmaction - INFO - Epoch [81][1060/1253] lr: 7.500e-05, eta: 5:05:09, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7086, top5_acc: 0.8773, loss_cls: 1.1886, loss: 1.1886, grad_norm: 6.5116 2021-03-14 19:29:18,945 - mmaction - INFO - Epoch [81][1080/1253] lr: 7.500e-05, eta: 5:04:53, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.7284, top5_acc: 0.8904, loss_cls: 1.1014, loss: 1.1014, grad_norm: 6.2724 2021-03-14 19:29:31,221 - mmaction - INFO - Epoch [81][1100/1253] lr: 7.500e-05, eta: 5:04:37, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8909, loss_cls: 1.1036, loss: 1.1036, grad_norm: 6.2185 2021-03-14 19:29:43,458 - mmaction - INFO - Epoch [81][1120/1253] lr: 7.500e-05, eta: 5:04:22, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7232, top5_acc: 0.8958, loss_cls: 1.0985, loss: 1.0985, grad_norm: 6.2089 2021-03-14 19:29:55,866 - mmaction - INFO - Epoch [81][1140/1253] lr: 7.500e-05, eta: 5:04:06, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.7276, top5_acc: 0.8852, loss_cls: 1.1532, loss: 1.1532, grad_norm: 6.3086 2021-03-14 19:30:08,238 - mmaction - INFO - Epoch [81][1160/1253] lr: 7.500e-05, eta: 5:03:50, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7219, top5_acc: 0.8862, loss_cls: 1.1393, loss: 1.1393, grad_norm: 6.2642 2021-03-14 19:30:20,520 - mmaction - INFO - Epoch [81][1180/1253] lr: 7.500e-05, eta: 5:03:34, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7323, top5_acc: 0.8922, loss_cls: 1.1107, loss: 1.1107, grad_norm: 6.3101 2021-03-14 19:30:32,719 - mmaction - INFO - Epoch [81][1200/1253] lr: 7.500e-05, eta: 5:03:18, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.7268, top5_acc: 0.8982, loss_cls: 1.0846, loss: 1.0846, grad_norm: 6.1699 2021-03-14 19:30:44,892 - mmaction - INFO - Epoch [81][1220/1253] lr: 7.500e-05, eta: 5:03:02, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7242, top5_acc: 0.8852, loss_cls: 1.1537, loss: 1.1537, grad_norm: 6.3508 2021-03-14 19:30:57,185 - mmaction - INFO - Epoch [81][1240/1253] lr: 7.500e-05, eta: 5:02:46, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7289, top5_acc: 0.8878, loss_cls: 1.1097, loss: 1.1097, grad_norm: 6.1681 2021-03-14 19:34:35,128 - mmaction - INFO - Epoch [82][20/1253] lr: 7.500e-05, eta: 5:03:04, time: 10.418, data_time: 9.778, memory: 8809, top1_acc: 0.7388, top5_acc: 0.8924, loss_cls: 1.0927, loss: 1.0927, grad_norm: 6.0852 2021-03-14 19:34:47,241 - mmaction - INFO - Epoch [82][40/1253] lr: 7.500e-05, eta: 5:02:48, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.7365, top5_acc: 0.8979, loss_cls: 1.0629, loss: 1.0629, grad_norm: 6.0765 2021-03-14 19:34:59,466 - mmaction - INFO - Epoch [82][60/1253] lr: 7.500e-05, eta: 5:02:32, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7271, top5_acc: 0.8938, loss_cls: 1.0954, loss: 1.0954, grad_norm: 6.2352 2021-03-14 19:35:11,778 - mmaction - INFO - Epoch [82][80/1253] lr: 7.500e-05, eta: 5:02:16, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7292, top5_acc: 0.8857, loss_cls: 1.1314, loss: 1.1314, grad_norm: 6.2851 2021-03-14 19:35:24,025 - mmaction - INFO - Epoch [82][100/1253] lr: 7.500e-05, eta: 5:02:00, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7307, top5_acc: 0.8891, loss_cls: 1.1177, loss: 1.1177, grad_norm: 6.2060 2021-03-14 19:35:36,242 - mmaction - INFO - Epoch [82][120/1253] lr: 7.500e-05, eta: 5:01:44, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7302, top5_acc: 0.8927, loss_cls: 1.0912, loss: 1.0912, grad_norm: 6.1555 2021-03-14 19:35:48,604 - mmaction - INFO - Epoch [82][140/1253] lr: 7.500e-05, eta: 5:01:28, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7234, top5_acc: 0.8862, loss_cls: 1.1489, loss: 1.1489, grad_norm: 6.3316 2021-03-14 19:36:00,869 - mmaction - INFO - Epoch [82][160/1253] lr: 7.500e-05, eta: 5:01:12, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7346, top5_acc: 0.8927, loss_cls: 1.0971, loss: 1.0971, grad_norm: 6.2497 2021-03-14 19:36:13,186 - mmaction - INFO - Epoch [82][180/1253] lr: 7.500e-05, eta: 5:00:56, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7268, top5_acc: 0.8953, loss_cls: 1.1062, loss: 1.1062, grad_norm: 6.2353 2021-03-14 19:36:25,438 - mmaction - INFO - Epoch [82][200/1253] lr: 7.500e-05, eta: 5:00:40, time: 0.614, data_time: 0.004, memory: 8809, top1_acc: 0.7206, top5_acc: 0.8927, loss_cls: 1.1067, loss: 1.1067, grad_norm: 6.2634 2021-03-14 19:36:37,761 - mmaction - INFO - Epoch [82][220/1253] lr: 7.500e-05, eta: 5:00:24, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7263, top5_acc: 0.8901, loss_cls: 1.1053, loss: 1.1053, grad_norm: 6.1971 2021-03-14 19:36:49,995 - mmaction - INFO - Epoch [82][240/1253] lr: 7.500e-05, eta: 5:00:08, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7206, top5_acc: 0.8859, loss_cls: 1.1374, loss: 1.1374, grad_norm: 6.2951 2021-03-14 19:37:02,255 - mmaction - INFO - Epoch [82][260/1253] lr: 7.500e-05, eta: 4:59:52, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7312, top5_acc: 0.8922, loss_cls: 1.1063, loss: 1.1063, grad_norm: 6.2185 2021-03-14 19:37:14,468 - mmaction - INFO - Epoch [82][280/1253] lr: 7.500e-05, eta: 4:59:36, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7305, top5_acc: 0.8880, loss_cls: 1.1283, loss: 1.1283, grad_norm: 6.2634 2021-03-14 19:37:26,595 - mmaction - INFO - Epoch [82][300/1253] lr: 7.500e-05, eta: 4:59:20, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.7273, top5_acc: 0.8859, loss_cls: 1.0961, loss: 1.0961, grad_norm: 6.1667 2021-03-14 19:37:38,794 - mmaction - INFO - Epoch [82][320/1253] lr: 7.500e-05, eta: 4:59:04, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7396, top5_acc: 0.8964, loss_cls: 1.0789, loss: 1.0789, grad_norm: 6.0995 2021-03-14 19:37:51,106 - mmaction - INFO - Epoch [82][340/1253] lr: 7.500e-05, eta: 4:58:48, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7284, top5_acc: 0.8969, loss_cls: 1.1061, loss: 1.1061, grad_norm: 6.2526 2021-03-14 19:38:03,408 - mmaction - INFO - Epoch [82][360/1253] lr: 7.500e-05, eta: 4:58:32, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7284, top5_acc: 0.8859, loss_cls: 1.1223, loss: 1.1223, grad_norm: 6.2417 2021-03-14 19:38:15,725 - mmaction - INFO - Epoch [82][380/1253] lr: 7.500e-05, eta: 4:58:16, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7349, top5_acc: 0.8904, loss_cls: 1.0712, loss: 1.0712, grad_norm: 6.1085 2021-03-14 19:38:28,089 - mmaction - INFO - Epoch [82][400/1253] lr: 7.500e-05, eta: 4:58:00, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7263, top5_acc: 0.8911, loss_cls: 1.1126, loss: 1.1126, grad_norm: 6.2253 2021-03-14 19:38:40,479 - mmaction - INFO - Epoch [82][420/1253] lr: 7.500e-05, eta: 4:57:44, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7229, top5_acc: 0.8909, loss_cls: 1.1331, loss: 1.1331, grad_norm: 6.2757 2021-03-14 19:38:52,798 - mmaction - INFO - Epoch [82][440/1253] lr: 7.500e-05, eta: 4:57:28, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7341, top5_acc: 0.8904, loss_cls: 1.0982, loss: 1.0982, grad_norm: 6.2456 2021-03-14 19:39:05,075 - mmaction - INFO - Epoch [82][460/1253] lr: 7.500e-05, eta: 4:57:12, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7133, top5_acc: 0.8768, loss_cls: 1.1708, loss: 1.1708, grad_norm: 6.2951 2021-03-14 19:39:17,390 - mmaction - INFO - Epoch [82][480/1253] lr: 7.500e-05, eta: 4:56:56, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7273, top5_acc: 0.8826, loss_cls: 1.1324, loss: 1.1324, grad_norm: 6.2836 2021-03-14 19:39:29,731 - mmaction - INFO - Epoch [82][500/1253] lr: 7.500e-05, eta: 4:56:40, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8875, loss_cls: 1.1414, loss: 1.1414, grad_norm: 6.3112 2021-03-14 19:39:41,996 - mmaction - INFO - Epoch [82][520/1253] lr: 7.500e-05, eta: 4:56:24, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7240, top5_acc: 0.8888, loss_cls: 1.1054, loss: 1.1054, grad_norm: 6.2088 2021-03-14 19:39:54,174 - mmaction - INFO - Epoch [82][540/1253] lr: 7.500e-05, eta: 4:56:08, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.7177, top5_acc: 0.8789, loss_cls: 1.1537, loss: 1.1537, grad_norm: 6.2649 2021-03-14 19:40:06,410 - mmaction - INFO - Epoch [82][560/1253] lr: 7.500e-05, eta: 4:55:52, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7174, top5_acc: 0.8859, loss_cls: 1.1570, loss: 1.1570, grad_norm: 6.3122 2021-03-14 19:40:18,595 - mmaction - INFO - Epoch [82][580/1253] lr: 7.500e-05, eta: 4:55:36, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7214, top5_acc: 0.8888, loss_cls: 1.1526, loss: 1.1526, grad_norm: 6.3820 2021-03-14 19:40:30,788 - mmaction - INFO - Epoch [82][600/1253] lr: 7.500e-05, eta: 4:55:20, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7341, top5_acc: 0.8849, loss_cls: 1.1195, loss: 1.1195, grad_norm: 6.2783 2021-03-14 19:40:43,017 - mmaction - INFO - Epoch [82][620/1253] lr: 7.500e-05, eta: 4:55:04, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8896, loss_cls: 1.1435, loss: 1.1435, grad_norm: 6.3588 2021-03-14 19:40:55,228 - mmaction - INFO - Epoch [82][640/1253] lr: 7.500e-05, eta: 4:54:48, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7237, top5_acc: 0.8865, loss_cls: 1.1254, loss: 1.1254, grad_norm: 6.2962 2021-03-14 19:41:07,378 - mmaction - INFO - Epoch [82][660/1253] lr: 7.500e-05, eta: 4:54:32, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7302, top5_acc: 0.8857, loss_cls: 1.1241, loss: 1.1241, grad_norm: 6.2068 2021-03-14 19:41:19,626 - mmaction - INFO - Epoch [82][680/1253] lr: 7.500e-05, eta: 4:54:16, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7203, top5_acc: 0.8828, loss_cls: 1.1504, loss: 1.1504, grad_norm: 6.3960 2021-03-14 19:41:31,891 - mmaction - INFO - Epoch [82][700/1253] lr: 7.500e-05, eta: 4:54:00, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7268, top5_acc: 0.8938, loss_cls: 1.0966, loss: 1.0966, grad_norm: 6.2572 2021-03-14 19:41:44,133 - mmaction - INFO - Epoch [82][720/1253] lr: 7.500e-05, eta: 4:53:44, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7266, top5_acc: 0.8940, loss_cls: 1.1166, loss: 1.1166, grad_norm: 6.2826 2021-03-14 19:41:56,455 - mmaction - INFO - Epoch [82][740/1253] lr: 7.500e-05, eta: 4:53:29, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7135, top5_acc: 0.8854, loss_cls: 1.1447, loss: 1.1447, grad_norm: 6.3247 2021-03-14 19:42:08,696 - mmaction - INFO - Epoch [82][760/1253] lr: 7.500e-05, eta: 4:53:13, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7281, top5_acc: 0.8846, loss_cls: 1.1277, loss: 1.1277, grad_norm: 6.2162 2021-03-14 19:42:20,996 - mmaction - INFO - Epoch [82][780/1253] lr: 7.500e-05, eta: 4:52:57, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7245, top5_acc: 0.8896, loss_cls: 1.1212, loss: 1.1212, grad_norm: 6.3008 2021-03-14 19:42:33,209 - mmaction - INFO - Epoch [82][800/1253] lr: 7.500e-05, eta: 4:52:41, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7143, top5_acc: 0.8849, loss_cls: 1.1638, loss: 1.1638, grad_norm: 6.4040 2021-03-14 19:42:45,457 - mmaction - INFO - Epoch [82][820/1253] lr: 7.500e-05, eta: 4:52:25, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7237, top5_acc: 0.8862, loss_cls: 1.1120, loss: 1.1120, grad_norm: 6.1886 2021-03-14 19:42:57,701 - mmaction - INFO - Epoch [82][840/1253] lr: 7.500e-05, eta: 4:52:09, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7286, top5_acc: 0.8974, loss_cls: 1.0918, loss: 1.0918, grad_norm: 6.2549 2021-03-14 19:43:09,888 - mmaction - INFO - Epoch [82][860/1253] lr: 7.500e-05, eta: 4:51:53, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7247, top5_acc: 0.8862, loss_cls: 1.1349, loss: 1.1349, grad_norm: 6.3444 2021-03-14 19:43:22,158 - mmaction - INFO - Epoch [82][880/1253] lr: 7.500e-05, eta: 4:51:37, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7237, top5_acc: 0.8880, loss_cls: 1.1224, loss: 1.1224, grad_norm: 6.2880 2021-03-14 19:43:34,484 - mmaction - INFO - Epoch [82][900/1253] lr: 7.500e-05, eta: 4:51:21, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7216, top5_acc: 0.8893, loss_cls: 1.1266, loss: 1.1266, grad_norm: 6.3923 2021-03-14 19:43:46,732 - mmaction - INFO - Epoch [82][920/1253] lr: 7.500e-05, eta: 4:51:05, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7341, top5_acc: 0.8964, loss_cls: 1.0660, loss: 1.0660, grad_norm: 6.0892 2021-03-14 19:43:59,010 - mmaction - INFO - Epoch [82][940/1253] lr: 7.500e-05, eta: 4:50:49, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7206, top5_acc: 0.8870, loss_cls: 1.1508, loss: 1.1508, grad_norm: 6.3293 2021-03-14 19:44:11,238 - mmaction - INFO - Epoch [82][960/1253] lr: 7.500e-05, eta: 4:50:33, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7234, top5_acc: 0.8862, loss_cls: 1.1170, loss: 1.1170, grad_norm: 6.3084 2021-03-14 19:44:23,423 - mmaction - INFO - Epoch [82][980/1253] lr: 7.500e-05, eta: 4:50:17, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7229, top5_acc: 0.8893, loss_cls: 1.1332, loss: 1.1332, grad_norm: 6.3055 2021-03-14 19:44:35,711 - mmaction - INFO - Epoch [82][1000/1253] lr: 7.500e-05, eta: 4:50:01, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7289, top5_acc: 0.8878, loss_cls: 1.1198, loss: 1.1198, grad_norm: 6.2568 2021-03-14 19:44:47,932 - mmaction - INFO - Epoch [82][1020/1253] lr: 7.500e-05, eta: 4:49:45, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8906, loss_cls: 1.1388, loss: 1.1388, grad_norm: 6.3165 2021-03-14 19:45:00,187 - mmaction - INFO - Epoch [82][1040/1253] lr: 7.500e-05, eta: 4:49:29, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7133, top5_acc: 0.8784, loss_cls: 1.1811, loss: 1.1811, grad_norm: 6.3543 2021-03-14 19:45:12,477 - mmaction - INFO - Epoch [82][1060/1253] lr: 7.500e-05, eta: 4:49:14, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7234, top5_acc: 0.8893, loss_cls: 1.1151, loss: 1.1151, grad_norm: 6.3313 2021-03-14 19:45:24,747 - mmaction - INFO - Epoch [82][1080/1253] lr: 7.500e-05, eta: 4:48:58, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8792, loss_cls: 1.1667, loss: 1.1667, grad_norm: 6.3485 2021-03-14 19:45:37,004 - mmaction - INFO - Epoch [82][1100/1253] lr: 7.500e-05, eta: 4:48:42, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7138, top5_acc: 0.8810, loss_cls: 1.1742, loss: 1.1742, grad_norm: 6.4931 2021-03-14 19:45:49,341 - mmaction - INFO - Epoch [82][1120/1253] lr: 7.500e-05, eta: 4:48:26, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7190, top5_acc: 0.8797, loss_cls: 1.1502, loss: 1.1502, grad_norm: 6.3223 2021-03-14 19:46:01,605 - mmaction - INFO - Epoch [82][1140/1253] lr: 7.500e-05, eta: 4:48:10, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7203, top5_acc: 0.8896, loss_cls: 1.1218, loss: 1.1218, grad_norm: 6.3037 2021-03-14 19:46:13,868 - mmaction - INFO - Epoch [82][1160/1253] lr: 7.500e-05, eta: 4:47:54, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7323, top5_acc: 0.8917, loss_cls: 1.0934, loss: 1.0934, grad_norm: 6.2799 2021-03-14 19:46:26,191 - mmaction - INFO - Epoch [82][1180/1253] lr: 7.500e-05, eta: 4:47:38, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7312, top5_acc: 0.8909, loss_cls: 1.0957, loss: 1.0957, grad_norm: 6.2090 2021-03-14 19:46:38,596 - mmaction - INFO - Epoch [82][1200/1253] lr: 7.500e-05, eta: 4:47:22, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8922, loss_cls: 1.1490, loss: 1.1490, grad_norm: 6.3265 2021-03-14 19:46:50,823 - mmaction - INFO - Epoch [82][1220/1253] lr: 7.500e-05, eta: 4:47:06, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7125, top5_acc: 0.8849, loss_cls: 1.1809, loss: 1.1809, grad_norm: 6.5286 2021-03-14 19:47:03,091 - mmaction - INFO - Epoch [82][1240/1253] lr: 7.500e-05, eta: 4:46:50, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8911, loss_cls: 1.1405, loss: 1.1405, grad_norm: 6.2896 2021-03-14 19:50:40,652 - mmaction - INFO - Epoch [83][20/1253] lr: 7.500e-05, eta: 4:47:05, time: 10.398, data_time: 9.732, memory: 8809, top1_acc: 0.7294, top5_acc: 0.8987, loss_cls: 1.0686, loss: 1.0686, grad_norm: 6.1501 2021-03-14 19:50:52,899 - mmaction - INFO - Epoch [83][40/1253] lr: 7.500e-05, eta: 4:46:49, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7232, top5_acc: 0.8812, loss_cls: 1.1429, loss: 1.1429, grad_norm: 6.2136 2021-03-14 19:51:05,141 - mmaction - INFO - Epoch [83][60/1253] lr: 7.500e-05, eta: 4:46:33, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7216, top5_acc: 0.8898, loss_cls: 1.1157, loss: 1.1157, grad_norm: 6.2658 2021-03-14 19:51:17,512 - mmaction - INFO - Epoch [83][80/1253] lr: 7.500e-05, eta: 4:46:17, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7240, top5_acc: 0.8906, loss_cls: 1.1201, loss: 1.1201, grad_norm: 6.2999 2021-03-14 19:51:29,809 - mmaction - INFO - Epoch [83][100/1253] lr: 7.500e-05, eta: 4:46:01, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7279, top5_acc: 0.8888, loss_cls: 1.1212, loss: 1.1212, grad_norm: 6.2018 2021-03-14 19:51:41,982 - mmaction - INFO - Epoch [83][120/1253] lr: 7.500e-05, eta: 4:45:46, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7271, top5_acc: 0.8865, loss_cls: 1.1181, loss: 1.1181, grad_norm: 6.2989 2021-03-14 19:51:54,215 - mmaction - INFO - Epoch [83][140/1253] lr: 7.500e-05, eta: 4:45:30, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7365, top5_acc: 0.8953, loss_cls: 1.0844, loss: 1.0844, grad_norm: 6.0901 2021-03-14 19:52:06,432 - mmaction - INFO - Epoch [83][160/1253] lr: 7.500e-05, eta: 4:45:14, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7336, top5_acc: 0.8922, loss_cls: 1.1011, loss: 1.1011, grad_norm: 6.1974 2021-03-14 19:52:18,745 - mmaction - INFO - Epoch [83][180/1253] lr: 7.500e-05, eta: 4:44:58, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7279, top5_acc: 0.8938, loss_cls: 1.1096, loss: 1.1096, grad_norm: 6.2508 2021-03-14 19:52:30,968 - mmaction - INFO - Epoch [83][200/1253] lr: 7.500e-05, eta: 4:44:42, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7234, top5_acc: 0.8953, loss_cls: 1.0938, loss: 1.0938, grad_norm: 6.2749 2021-03-14 19:52:43,165 - mmaction - INFO - Epoch [83][220/1253] lr: 7.500e-05, eta: 4:44:26, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7208, top5_acc: 0.8841, loss_cls: 1.1434, loss: 1.1434, grad_norm: 6.2602 2021-03-14 19:52:55,542 - mmaction - INFO - Epoch [83][240/1253] lr: 7.500e-05, eta: 4:44:10, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7177, top5_acc: 0.8870, loss_cls: 1.1454, loss: 1.1454, grad_norm: 6.3601 2021-03-14 19:53:07,890 - mmaction - INFO - Epoch [83][260/1253] lr: 7.500e-05, eta: 4:43:54, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7099, top5_acc: 0.8844, loss_cls: 1.1698, loss: 1.1698, grad_norm: 6.3845 2021-03-14 19:53:20,241 - mmaction - INFO - Epoch [83][280/1253] lr: 7.500e-05, eta: 4:43:38, time: 0.619, data_time: 0.005, memory: 8809, top1_acc: 0.7276, top5_acc: 0.8893, loss_cls: 1.1259, loss: 1.1259, grad_norm: 6.2611 2021-03-14 19:53:32,460 - mmaction - INFO - Epoch [83][300/1253] lr: 7.500e-05, eta: 4:43:22, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7232, top5_acc: 0.8846, loss_cls: 1.1347, loss: 1.1347, grad_norm: 6.2728 2021-03-14 19:53:44,639 - mmaction - INFO - Epoch [83][320/1253] lr: 7.500e-05, eta: 4:43:06, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8904, loss_cls: 1.1242, loss: 1.1242, grad_norm: 6.3870 2021-03-14 19:53:56,958 - mmaction - INFO - Epoch [83][340/1253] lr: 7.500e-05, eta: 4:42:50, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7263, top5_acc: 0.8896, loss_cls: 1.1297, loss: 1.1297, grad_norm: 6.3169 2021-03-14 19:54:09,154 - mmaction - INFO - Epoch [83][360/1253] lr: 7.500e-05, eta: 4:42:34, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7240, top5_acc: 0.8841, loss_cls: 1.1502, loss: 1.1502, grad_norm: 6.3829 2021-03-14 19:54:21,544 - mmaction - INFO - Epoch [83][380/1253] lr: 7.500e-05, eta: 4:42:18, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7279, top5_acc: 0.8841, loss_cls: 1.1328, loss: 1.1328, grad_norm: 6.3171 2021-03-14 19:54:33,855 - mmaction - INFO - Epoch [83][400/1253] lr: 7.500e-05, eta: 4:42:02, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7349, top5_acc: 0.8948, loss_cls: 1.1003, loss: 1.1003, grad_norm: 6.2017 2021-03-14 19:54:46,145 - mmaction - INFO - Epoch [83][420/1253] lr: 7.500e-05, eta: 4:41:47, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7224, top5_acc: 0.8932, loss_cls: 1.1126, loss: 1.1126, grad_norm: 6.2630 2021-03-14 19:54:58,435 - mmaction - INFO - Epoch [83][440/1253] lr: 7.500e-05, eta: 4:41:31, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7125, top5_acc: 0.8885, loss_cls: 1.1279, loss: 1.1279, grad_norm: 6.2275 2021-03-14 19:55:10,709 - mmaction - INFO - Epoch [83][460/1253] lr: 7.500e-05, eta: 4:41:15, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7253, top5_acc: 0.8914, loss_cls: 1.1235, loss: 1.1235, grad_norm: 6.3064 2021-03-14 19:55:23,078 - mmaction - INFO - Epoch [83][480/1253] lr: 7.500e-05, eta: 4:40:59, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7232, top5_acc: 0.8846, loss_cls: 1.1423, loss: 1.1423, grad_norm: 6.4170 2021-03-14 19:55:35,422 - mmaction - INFO - Epoch [83][500/1253] lr: 7.500e-05, eta: 4:40:43, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7354, top5_acc: 0.8906, loss_cls: 1.0887, loss: 1.0887, grad_norm: 6.2643 2021-03-14 19:55:47,801 - mmaction - INFO - Epoch [83][520/1253] lr: 7.500e-05, eta: 4:40:27, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7266, top5_acc: 0.8878, loss_cls: 1.1376, loss: 1.1376, grad_norm: 6.3482 2021-03-14 19:56:00,079 - mmaction - INFO - Epoch [83][540/1253] lr: 7.500e-05, eta: 4:40:11, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7234, top5_acc: 0.8891, loss_cls: 1.1302, loss: 1.1302, grad_norm: 6.2973 2021-03-14 19:56:12,320 - mmaction - INFO - Epoch [83][560/1253] lr: 7.500e-05, eta: 4:39:55, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7253, top5_acc: 0.8862, loss_cls: 1.1347, loss: 1.1347, grad_norm: 6.2784 2021-03-14 19:56:24,634 - mmaction - INFO - Epoch [83][580/1253] lr: 7.500e-05, eta: 4:39:39, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7320, top5_acc: 0.8885, loss_cls: 1.1220, loss: 1.1220, grad_norm: 6.2175 2021-03-14 19:56:36,941 - mmaction - INFO - Epoch [83][600/1253] lr: 7.500e-05, eta: 4:39:23, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7289, top5_acc: 0.8911, loss_cls: 1.1058, loss: 1.1058, grad_norm: 6.3072 2021-03-14 19:56:49,200 - mmaction - INFO - Epoch [83][620/1253] lr: 7.500e-05, eta: 4:39:07, time: 0.615, data_time: 0.004, memory: 8809, top1_acc: 0.7354, top5_acc: 0.8956, loss_cls: 1.0869, loss: 1.0869, grad_norm: 6.1904 2021-03-14 19:57:01,420 - mmaction - INFO - Epoch [83][640/1253] lr: 7.500e-05, eta: 4:38:52, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7294, top5_acc: 0.8898, loss_cls: 1.1073, loss: 1.1073, grad_norm: 6.1768 2021-03-14 19:57:13,663 - mmaction - INFO - Epoch [83][660/1253] lr: 7.500e-05, eta: 4:38:36, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7349, top5_acc: 0.8951, loss_cls: 1.0903, loss: 1.0903, grad_norm: 6.1779 2021-03-14 19:57:25,947 - mmaction - INFO - Epoch [83][680/1253] lr: 7.500e-05, eta: 4:38:20, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7346, top5_acc: 0.8943, loss_cls: 1.0976, loss: 1.0976, grad_norm: 6.1523 2021-03-14 19:57:38,252 - mmaction - INFO - Epoch [83][700/1253] lr: 7.500e-05, eta: 4:38:04, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7237, top5_acc: 0.8880, loss_cls: 1.1290, loss: 1.1290, grad_norm: 6.3747 2021-03-14 19:57:50,591 - mmaction - INFO - Epoch [83][720/1253] lr: 7.500e-05, eta: 4:37:48, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7232, top5_acc: 0.8859, loss_cls: 1.1483, loss: 1.1483, grad_norm: 6.3615 2021-03-14 19:58:02,912 - mmaction - INFO - Epoch [83][740/1253] lr: 7.500e-05, eta: 4:37:32, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7169, top5_acc: 0.8815, loss_cls: 1.1784, loss: 1.1784, grad_norm: 6.3829 2021-03-14 19:58:15,157 - mmaction - INFO - Epoch [83][760/1253] lr: 7.500e-05, eta: 4:37:16, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7245, top5_acc: 0.8857, loss_cls: 1.1281, loss: 1.1281, grad_norm: 6.2976 2021-03-14 19:58:27,439 - mmaction - INFO - Epoch [83][780/1253] lr: 7.500e-05, eta: 4:37:00, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7352, top5_acc: 0.8930, loss_cls: 1.0768, loss: 1.0768, grad_norm: 6.1389 2021-03-14 19:58:39,808 - mmaction - INFO - Epoch [83][800/1253] lr: 7.500e-05, eta: 4:36:44, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7276, top5_acc: 0.8956, loss_cls: 1.0878, loss: 1.0878, grad_norm: 6.1953 2021-03-14 19:58:52,111 - mmaction - INFO - Epoch [83][820/1253] lr: 7.500e-05, eta: 4:36:29, time: 0.617, data_time: 0.004, memory: 8809, top1_acc: 0.7307, top5_acc: 0.8932, loss_cls: 1.1026, loss: 1.1026, grad_norm: 6.2286 2021-03-14 19:59:04,386 - mmaction - INFO - Epoch [83][840/1253] lr: 7.500e-05, eta: 4:36:13, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8898, loss_cls: 1.1393, loss: 1.1393, grad_norm: 6.3997 2021-03-14 19:59:16,735 - mmaction - INFO - Epoch [83][860/1253] lr: 7.500e-05, eta: 4:35:57, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7224, top5_acc: 0.8896, loss_cls: 1.1195, loss: 1.1195, grad_norm: 6.2736 2021-03-14 19:59:29,373 - mmaction - INFO - Epoch [83][880/1253] lr: 7.500e-05, eta: 4:35:41, time: 0.631, data_time: 0.001, memory: 8809, top1_acc: 0.7172, top5_acc: 0.8776, loss_cls: 1.1688, loss: 1.1688, grad_norm: 6.3306 2021-03-14 19:59:41,757 - mmaction - INFO - Epoch [83][900/1253] lr: 7.500e-05, eta: 4:35:25, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.7328, top5_acc: 0.8841, loss_cls: 1.1242, loss: 1.1242, grad_norm: 6.1875 2021-03-14 19:59:53,942 - mmaction - INFO - Epoch [83][920/1253] lr: 7.500e-05, eta: 4:35:09, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7286, top5_acc: 0.8919, loss_cls: 1.1063, loss: 1.1063, grad_norm: 6.2012 2021-03-14 20:00:06,237 - mmaction - INFO - Epoch [83][940/1253] lr: 7.500e-05, eta: 4:34:53, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8875, loss_cls: 1.1598, loss: 1.1598, grad_norm: 6.4119 2021-03-14 20:00:18,629 - mmaction - INFO - Epoch [83][960/1253] lr: 7.500e-05, eta: 4:34:37, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.7247, top5_acc: 0.8904, loss_cls: 1.1256, loss: 1.1256, grad_norm: 6.3539 2021-03-14 20:00:30,875 - mmaction - INFO - Epoch [83][980/1253] lr: 7.500e-05, eta: 4:34:22, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7250, top5_acc: 0.8859, loss_cls: 1.1230, loss: 1.1230, grad_norm: 6.3510 2021-03-14 20:00:43,170 - mmaction - INFO - Epoch [83][1000/1253] lr: 7.500e-05, eta: 4:34:06, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7253, top5_acc: 0.8815, loss_cls: 1.1318, loss: 1.1318, grad_norm: 6.2325 2021-03-14 20:00:55,528 - mmaction - INFO - Epoch [83][1020/1253] lr: 7.500e-05, eta: 4:33:50, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7318, top5_acc: 0.8932, loss_cls: 1.1036, loss: 1.1036, grad_norm: 6.2303 2021-03-14 20:01:07,880 - mmaction - INFO - Epoch [83][1040/1253] lr: 7.500e-05, eta: 4:33:34, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7245, top5_acc: 0.8909, loss_cls: 1.1255, loss: 1.1255, grad_norm: 6.2520 2021-03-14 20:01:20,091 - mmaction - INFO - Epoch [83][1060/1253] lr: 7.500e-05, eta: 4:33:18, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8826, loss_cls: 1.1719, loss: 1.1719, grad_norm: 6.4673 2021-03-14 20:01:32,404 - mmaction - INFO - Epoch [83][1080/1253] lr: 7.500e-05, eta: 4:33:02, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7354, top5_acc: 0.8909, loss_cls: 1.1064, loss: 1.1064, grad_norm: 6.2766 2021-03-14 20:01:44,665 - mmaction - INFO - Epoch [83][1100/1253] lr: 7.500e-05, eta: 4:32:46, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7195, top5_acc: 0.8909, loss_cls: 1.1318, loss: 1.1318, grad_norm: 6.2787 2021-03-14 20:01:56,878 - mmaction - INFO - Epoch [83][1120/1253] lr: 7.500e-05, eta: 4:32:30, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7292, top5_acc: 0.8898, loss_cls: 1.1197, loss: 1.1197, grad_norm: 6.3330 2021-03-14 20:02:09,227 - mmaction - INFO - Epoch [83][1140/1253] lr: 7.500e-05, eta: 4:32:15, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.7292, top5_acc: 0.8917, loss_cls: 1.0899, loss: 1.0899, grad_norm: 6.1982 2021-03-14 20:02:21,648 - mmaction - INFO - Epoch [83][1160/1253] lr: 7.500e-05, eta: 4:31:59, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7250, top5_acc: 0.8839, loss_cls: 1.1610, loss: 1.1610, grad_norm: 6.4041 2021-03-14 20:02:33,936 - mmaction - INFO - Epoch [83][1180/1253] lr: 7.500e-05, eta: 4:31:43, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7232, top5_acc: 0.8974, loss_cls: 1.1123, loss: 1.1123, grad_norm: 6.3402 2021-03-14 20:02:46,187 - mmaction - INFO - Epoch [83][1200/1253] lr: 7.500e-05, eta: 4:31:27, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7052, top5_acc: 0.8768, loss_cls: 1.1994, loss: 1.1994, grad_norm: 6.4919 2021-03-14 20:02:58,513 - mmaction - INFO - Epoch [83][1220/1253] lr: 7.500e-05, eta: 4:31:11, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7201, top5_acc: 0.8901, loss_cls: 1.1261, loss: 1.1261, grad_norm: 6.3139 2021-03-14 20:03:10,853 - mmaction - INFO - Epoch [83][1240/1253] lr: 7.500e-05, eta: 4:30:55, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7383, top5_acc: 0.9003, loss_cls: 1.0617, loss: 1.0617, grad_norm: 6.1808 2021-03-14 20:06:47,198 - mmaction - INFO - Epoch [84][20/1253] lr: 7.500e-05, eta: 4:31:07, time: 10.335, data_time: 9.684, memory: 8809, top1_acc: 0.7286, top5_acc: 0.8977, loss_cls: 1.0853, loss: 1.0853, grad_norm: 6.2280 2021-03-14 20:06:59,611 - mmaction - INFO - Epoch [84][40/1253] lr: 7.500e-05, eta: 4:30:51, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7255, top5_acc: 0.8878, loss_cls: 1.1248, loss: 1.1248, grad_norm: 6.2820 2021-03-14 20:07:11,894 - mmaction - INFO - Epoch [84][60/1253] lr: 7.500e-05, eta: 4:30:35, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7331, top5_acc: 0.8901, loss_cls: 1.0868, loss: 1.0868, grad_norm: 6.2156 2021-03-14 20:07:24,110 - mmaction - INFO - Epoch [84][80/1253] lr: 7.500e-05, eta: 4:30:20, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7255, top5_acc: 0.8878, loss_cls: 1.1062, loss: 1.1062, grad_norm: 6.2185 2021-03-14 20:07:36,307 - mmaction - INFO - Epoch [84][100/1253] lr: 7.500e-05, eta: 4:30:04, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.7245, top5_acc: 0.8909, loss_cls: 1.1268, loss: 1.1268, grad_norm: 6.2913 2021-03-14 20:07:48,533 - mmaction - INFO - Epoch [84][120/1253] lr: 7.500e-05, eta: 4:29:48, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7133, top5_acc: 0.8815, loss_cls: 1.1875, loss: 1.1875, grad_norm: 6.4235 2021-03-14 20:08:00,788 - mmaction - INFO - Epoch [84][140/1253] lr: 7.500e-05, eta: 4:29:32, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7240, top5_acc: 0.8930, loss_cls: 1.1191, loss: 1.1191, grad_norm: 6.3343 2021-03-14 20:08:13,149 - mmaction - INFO - Epoch [84][160/1253] lr: 7.500e-05, eta: 4:29:16, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7138, top5_acc: 0.8820, loss_cls: 1.1386, loss: 1.1386, grad_norm: 6.2621 2021-03-14 20:08:25,425 - mmaction - INFO - Epoch [84][180/1253] lr: 7.500e-05, eta: 4:29:00, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7419, top5_acc: 0.8969, loss_cls: 1.0723, loss: 1.0723, grad_norm: 6.1329 2021-03-14 20:08:37,799 - mmaction - INFO - Epoch [84][200/1253] lr: 7.500e-05, eta: 4:28:44, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1562, loss: 1.1562, grad_norm: 6.3079 2021-03-14 20:08:50,045 - mmaction - INFO - Epoch [84][220/1253] lr: 7.500e-05, eta: 4:28:28, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7146, top5_acc: 0.8844, loss_cls: 1.1642, loss: 1.1642, grad_norm: 6.4384 2021-03-14 20:09:02,267 - mmaction - INFO - Epoch [84][240/1253] lr: 7.500e-05, eta: 4:28:12, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7143, top5_acc: 0.8865, loss_cls: 1.1452, loss: 1.1452, grad_norm: 6.3717 2021-03-14 20:09:14,548 - mmaction - INFO - Epoch [84][260/1253] lr: 7.500e-05, eta: 4:27:56, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7320, top5_acc: 0.8875, loss_cls: 1.1209, loss: 1.1209, grad_norm: 6.3392 2021-03-14 20:09:26,870 - mmaction - INFO - Epoch [84][280/1253] lr: 7.500e-05, eta: 4:27:41, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8839, loss_cls: 1.1450, loss: 1.1450, grad_norm: 6.3824 2021-03-14 20:09:39,172 - mmaction - INFO - Epoch [84][300/1253] lr: 7.500e-05, eta: 4:27:25, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7323, top5_acc: 0.8930, loss_cls: 1.0842, loss: 1.0842, grad_norm: 6.1626 2021-03-14 20:09:51,390 - mmaction - INFO - Epoch [84][320/1253] lr: 7.500e-05, eta: 4:27:09, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7172, top5_acc: 0.8849, loss_cls: 1.1532, loss: 1.1532, grad_norm: 6.4231 2021-03-14 20:10:03,707 - mmaction - INFO - Epoch [84][340/1253] lr: 7.500e-05, eta: 4:26:53, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7302, top5_acc: 0.8917, loss_cls: 1.1064, loss: 1.1064, grad_norm: 6.3164 2021-03-14 20:10:15,993 - mmaction - INFO - Epoch [84][360/1253] lr: 7.500e-05, eta: 4:26:37, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7234, top5_acc: 0.8865, loss_cls: 1.0991, loss: 1.0991, grad_norm: 6.1672 2021-03-14 20:10:28,226 - mmaction - INFO - Epoch [84][380/1253] lr: 7.500e-05, eta: 4:26:21, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7299, top5_acc: 0.8893, loss_cls: 1.1399, loss: 1.1399, grad_norm: 6.3256 2021-03-14 20:10:40,409 - mmaction - INFO - Epoch [84][400/1253] lr: 7.500e-05, eta: 4:26:05, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7333, top5_acc: 0.8891, loss_cls: 1.1054, loss: 1.1054, grad_norm: 6.2549 2021-03-14 20:10:52,687 - mmaction - INFO - Epoch [84][420/1253] lr: 7.500e-05, eta: 4:25:49, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7211, top5_acc: 0.8867, loss_cls: 1.1354, loss: 1.1354, grad_norm: 6.2703 2021-03-14 20:11:04,957 - mmaction - INFO - Epoch [84][440/1253] lr: 7.500e-05, eta: 4:25:34, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7370, top5_acc: 0.8961, loss_cls: 1.0889, loss: 1.0889, grad_norm: 6.2548 2021-03-14 20:11:17,231 - mmaction - INFO - Epoch [84][460/1253] lr: 7.500e-05, eta: 4:25:18, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7232, top5_acc: 0.8859, loss_cls: 1.1284, loss: 1.1284, grad_norm: 6.3150 2021-03-14 20:11:29,575 - mmaction - INFO - Epoch [84][480/1253] lr: 7.500e-05, eta: 4:25:02, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7333, top5_acc: 0.8810, loss_cls: 1.1176, loss: 1.1176, grad_norm: 6.1539 2021-03-14 20:11:41,909 - mmaction - INFO - Epoch [84][500/1253] lr: 7.500e-05, eta: 4:24:46, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7271, top5_acc: 0.8969, loss_cls: 1.0884, loss: 1.0884, grad_norm: 6.2543 2021-03-14 20:11:54,271 - mmaction - INFO - Epoch [84][520/1253] lr: 7.500e-05, eta: 4:24:30, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8888, loss_cls: 1.1323, loss: 1.1323, grad_norm: 6.3393 2021-03-14 20:12:06,570 - mmaction - INFO - Epoch [84][540/1253] lr: 7.500e-05, eta: 4:24:14, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7195, top5_acc: 0.8862, loss_cls: 1.1505, loss: 1.1505, grad_norm: 6.4031 2021-03-14 20:12:18,942 - mmaction - INFO - Epoch [84][560/1253] lr: 7.500e-05, eta: 4:23:58, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7367, top5_acc: 0.8922, loss_cls: 1.0953, loss: 1.0953, grad_norm: 6.2715 2021-03-14 20:12:31,348 - mmaction - INFO - Epoch [84][580/1253] lr: 7.500e-05, eta: 4:23:43, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7247, top5_acc: 0.8865, loss_cls: 1.1241, loss: 1.1241, grad_norm: 6.2483 2021-03-14 20:12:43,783 - mmaction - INFO - Epoch [84][600/1253] lr: 7.500e-05, eta: 4:23:27, time: 0.622, data_time: 0.003, memory: 8809, top1_acc: 0.7424, top5_acc: 0.8836, loss_cls: 1.1102, loss: 1.1102, grad_norm: 6.2171 2021-03-14 20:12:56,118 - mmaction - INFO - Epoch [84][620/1253] lr: 7.500e-05, eta: 4:23:11, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.7339, top5_acc: 0.8971, loss_cls: 1.0842, loss: 1.0842, grad_norm: 6.2494 2021-03-14 20:13:08,391 - mmaction - INFO - Epoch [84][640/1253] lr: 7.500e-05, eta: 4:22:55, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7365, top5_acc: 0.9000, loss_cls: 1.0662, loss: 1.0662, grad_norm: 6.2586 2021-03-14 20:13:20,750 - mmaction - INFO - Epoch [84][660/1253] lr: 7.500e-05, eta: 4:22:39, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7292, top5_acc: 0.8891, loss_cls: 1.1110, loss: 1.1110, grad_norm: 6.2527 2021-03-14 20:13:33,046 - mmaction - INFO - Epoch [84][680/1253] lr: 7.500e-05, eta: 4:22:23, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7471, top5_acc: 0.8951, loss_cls: 1.0743, loss: 1.0743, grad_norm: 6.0913 2021-03-14 20:13:45,383 - mmaction - INFO - Epoch [84][700/1253] lr: 7.500e-05, eta: 4:22:07, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8836, loss_cls: 1.1236, loss: 1.1236, grad_norm: 6.2900 2021-03-14 20:13:57,742 - mmaction - INFO - Epoch [84][720/1253] lr: 7.500e-05, eta: 4:21:52, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7206, top5_acc: 0.8841, loss_cls: 1.1685, loss: 1.1685, grad_norm: 6.4993 2021-03-14 20:14:10,039 - mmaction - INFO - Epoch [84][740/1253] lr: 7.500e-05, eta: 4:21:36, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7273, top5_acc: 0.8919, loss_cls: 1.0990, loss: 1.0990, grad_norm: 6.2502 2021-03-14 20:14:22,248 - mmaction - INFO - Epoch [84][760/1253] lr: 7.500e-05, eta: 4:21:20, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7172, top5_acc: 0.8870, loss_cls: 1.1173, loss: 1.1173, grad_norm: 6.2900 2021-03-14 20:14:34,539 - mmaction - INFO - Epoch [84][780/1253] lr: 7.500e-05, eta: 4:21:04, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7289, top5_acc: 0.8974, loss_cls: 1.1004, loss: 1.1004, grad_norm: 6.2259 2021-03-14 20:14:46,861 - mmaction - INFO - Epoch [84][800/1253] lr: 7.500e-05, eta: 4:20:48, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7255, top5_acc: 0.8831, loss_cls: 1.1266, loss: 1.1266, grad_norm: 6.2951 2021-03-14 20:14:59,139 - mmaction - INFO - Epoch [84][820/1253] lr: 7.500e-05, eta: 4:20:32, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7182, top5_acc: 0.8786, loss_cls: 1.1648, loss: 1.1648, grad_norm: 6.3930 2021-03-14 20:15:11,371 - mmaction - INFO - Epoch [84][840/1253] lr: 7.500e-05, eta: 4:20:16, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7138, top5_acc: 0.8807, loss_cls: 1.1899, loss: 1.1899, grad_norm: 6.4320 2021-03-14 20:15:23,690 - mmaction - INFO - Epoch [84][860/1253] lr: 7.500e-05, eta: 4:20:01, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7260, top5_acc: 0.8896, loss_cls: 1.1230, loss: 1.1230, grad_norm: 6.2949 2021-03-14 20:15:35,908 - mmaction - INFO - Epoch [84][880/1253] lr: 7.500e-05, eta: 4:19:45, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7375, top5_acc: 0.8878, loss_cls: 1.0952, loss: 1.0952, grad_norm: 6.1561 2021-03-14 20:15:48,112 - mmaction - INFO - Epoch [84][900/1253] lr: 7.500e-05, eta: 4:19:29, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7326, top5_acc: 0.8857, loss_cls: 1.1190, loss: 1.1190, grad_norm: 6.2348 2021-03-14 20:16:00,326 - mmaction - INFO - Epoch [84][920/1253] lr: 7.500e-05, eta: 4:19:13, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7146, top5_acc: 0.8878, loss_cls: 1.1463, loss: 1.1463, grad_norm: 6.3663 2021-03-14 20:16:12,657 - mmaction - INFO - Epoch [84][940/1253] lr: 7.500e-05, eta: 4:18:57, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7214, top5_acc: 0.8922, loss_cls: 1.1094, loss: 1.1094, grad_norm: 6.2728 2021-03-14 20:16:24,936 - mmaction - INFO - Epoch [84][960/1253] lr: 7.500e-05, eta: 4:18:41, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7255, top5_acc: 0.8917, loss_cls: 1.1157, loss: 1.1157, grad_norm: 6.2325 2021-03-14 20:16:37,269 - mmaction - INFO - Epoch [84][980/1253] lr: 7.500e-05, eta: 4:18:26, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7227, top5_acc: 0.8880, loss_cls: 1.1386, loss: 1.1386, grad_norm: 6.3603 2021-03-14 20:16:49,449 - mmaction - INFO - Epoch [84][1000/1253] lr: 7.500e-05, eta: 4:18:10, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7247, top5_acc: 0.8911, loss_cls: 1.1165, loss: 1.1165, grad_norm: 6.2640 2021-03-14 20:17:01,665 - mmaction - INFO - Epoch [84][1020/1253] lr: 7.500e-05, eta: 4:17:54, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7289, top5_acc: 0.8878, loss_cls: 1.1244, loss: 1.1244, grad_norm: 6.3601 2021-03-14 20:17:13,987 - mmaction - INFO - Epoch [84][1040/1253] lr: 7.500e-05, eta: 4:17:38, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7367, top5_acc: 0.8945, loss_cls: 1.1000, loss: 1.1000, grad_norm: 6.2457 2021-03-14 20:17:26,321 - mmaction - INFO - Epoch [84][1060/1253] lr: 7.500e-05, eta: 4:17:22, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7352, top5_acc: 0.8898, loss_cls: 1.1099, loss: 1.1099, grad_norm: 6.2588 2021-03-14 20:17:38,517 - mmaction - INFO - Epoch [84][1080/1253] lr: 7.500e-05, eta: 4:17:06, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7302, top5_acc: 0.8844, loss_cls: 1.1124, loss: 1.1124, grad_norm: 6.2621 2021-03-14 20:17:50,717 - mmaction - INFO - Epoch [84][1100/1253] lr: 7.500e-05, eta: 4:16:51, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7297, top5_acc: 0.8924, loss_cls: 1.1012, loss: 1.1012, grad_norm: 6.1441 2021-03-14 20:18:03,016 - mmaction - INFO - Epoch [84][1120/1253] lr: 7.500e-05, eta: 4:16:35, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7279, top5_acc: 0.8966, loss_cls: 1.0829, loss: 1.0829, grad_norm: 6.2223 2021-03-14 20:18:15,324 - mmaction - INFO - Epoch [84][1140/1253] lr: 7.500e-05, eta: 4:16:19, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7089, top5_acc: 0.8852, loss_cls: 1.1528, loss: 1.1528, grad_norm: 6.3770 2021-03-14 20:18:27,616 - mmaction - INFO - Epoch [84][1160/1253] lr: 7.500e-05, eta: 4:16:03, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7297, top5_acc: 0.8917, loss_cls: 1.1076, loss: 1.1076, grad_norm: 6.3181 2021-03-14 20:18:39,873 - mmaction - INFO - Epoch [84][1180/1253] lr: 7.500e-05, eta: 4:15:47, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7375, top5_acc: 0.8927, loss_cls: 1.1079, loss: 1.1079, grad_norm: 6.2621 2021-03-14 20:18:52,119 - mmaction - INFO - Epoch [84][1200/1253] lr: 7.500e-05, eta: 4:15:31, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7216, top5_acc: 0.8901, loss_cls: 1.1254, loss: 1.1254, grad_norm: 6.3723 2021-03-14 20:19:04,432 - mmaction - INFO - Epoch [84][1220/1253] lr: 7.500e-05, eta: 4:15:16, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7289, top5_acc: 0.8839, loss_cls: 1.1274, loss: 1.1274, grad_norm: 6.2614 2021-03-14 20:19:16,691 - mmaction - INFO - Epoch [84][1240/1253] lr: 7.500e-05, eta: 4:15:00, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7250, top5_acc: 0.8846, loss_cls: 1.1312, loss: 1.1312, grad_norm: 6.3211 2021-03-14 20:22:52,541 - mmaction - INFO - Epoch [85][20/1253] lr: 7.500e-05, eta: 4:15:09, time: 10.317, data_time: 9.622, memory: 8809, top1_acc: 0.7349, top5_acc: 0.8826, loss_cls: 1.0996, loss: 1.0996, grad_norm: 6.2348 2021-03-14 20:23:04,833 - mmaction - INFO - Epoch [85][40/1253] lr: 7.500e-05, eta: 4:14:53, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7266, top5_acc: 0.8875, loss_cls: 1.1205, loss: 1.1205, grad_norm: 6.2930 2021-03-14 20:23:17,122 - mmaction - INFO - Epoch [85][60/1253] lr: 7.500e-05, eta: 4:14:37, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7380, top5_acc: 0.8951, loss_cls: 1.0732, loss: 1.0732, grad_norm: 6.1925 2021-03-14 20:23:29,285 - mmaction - INFO - Epoch [85][80/1253] lr: 7.500e-05, eta: 4:14:21, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7378, top5_acc: 0.8997, loss_cls: 1.0602, loss: 1.0602, grad_norm: 6.1485 2021-03-14 20:23:41,526 - mmaction - INFO - Epoch [85][100/1253] lr: 7.500e-05, eta: 4:14:06, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7250, top5_acc: 0.8872, loss_cls: 1.1228, loss: 1.1228, grad_norm: 6.3423 2021-03-14 20:23:53,744 - mmaction - INFO - Epoch [85][120/1253] lr: 7.500e-05, eta: 4:13:50, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7216, top5_acc: 0.8904, loss_cls: 1.1370, loss: 1.1370, grad_norm: 6.3501 2021-03-14 20:24:05,948 - mmaction - INFO - Epoch [85][140/1253] lr: 7.500e-05, eta: 4:13:34, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7214, top5_acc: 0.8857, loss_cls: 1.1500, loss: 1.1500, grad_norm: 6.3362 2021-03-14 20:24:18,180 - mmaction - INFO - Epoch [85][160/1253] lr: 7.500e-05, eta: 4:13:18, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7224, top5_acc: 0.8831, loss_cls: 1.1308, loss: 1.1308, grad_norm: 6.3271 2021-03-14 20:24:30,472 - mmaction - INFO - Epoch [85][180/1253] lr: 7.500e-05, eta: 4:13:02, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7195, top5_acc: 0.8818, loss_cls: 1.1321, loss: 1.1321, grad_norm: 6.3548 2021-03-14 20:24:42,745 - mmaction - INFO - Epoch [85][200/1253] lr: 7.500e-05, eta: 4:12:46, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7279, top5_acc: 0.8893, loss_cls: 1.1055, loss: 1.1055, grad_norm: 6.3035 2021-03-14 20:24:54,989 - mmaction - INFO - Epoch [85][220/1253] lr: 7.500e-05, eta: 4:12:30, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7078, top5_acc: 0.8820, loss_cls: 1.1779, loss: 1.1779, grad_norm: 6.5190 2021-03-14 20:25:07,307 - mmaction - INFO - Epoch [85][240/1253] lr: 7.500e-05, eta: 4:12:15, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7289, top5_acc: 0.8901, loss_cls: 1.1104, loss: 1.1104, grad_norm: 6.3361 2021-03-14 20:25:19,668 - mmaction - INFO - Epoch [85][260/1253] lr: 7.500e-05, eta: 4:11:59, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7310, top5_acc: 0.8919, loss_cls: 1.0977, loss: 1.0977, grad_norm: 6.2346 2021-03-14 20:25:31,873 - mmaction - INFO - Epoch [85][280/1253] lr: 7.500e-05, eta: 4:11:43, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7344, top5_acc: 0.8891, loss_cls: 1.0840, loss: 1.0840, grad_norm: 6.0925 2021-03-14 20:25:44,108 - mmaction - INFO - Epoch [85][300/1253] lr: 7.500e-05, eta: 4:11:27, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7346, top5_acc: 0.8940, loss_cls: 1.0953, loss: 1.0953, grad_norm: 6.2129 2021-03-14 20:25:56,437 - mmaction - INFO - Epoch [85][320/1253] lr: 7.500e-05, eta: 4:11:11, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7273, top5_acc: 0.8956, loss_cls: 1.0969, loss: 1.0969, grad_norm: 6.3035 2021-03-14 20:26:08,726 - mmaction - INFO - Epoch [85][340/1253] lr: 7.500e-05, eta: 4:10:55, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7198, top5_acc: 0.8810, loss_cls: 1.1690, loss: 1.1690, grad_norm: 6.4200 2021-03-14 20:26:21,050 - mmaction - INFO - Epoch [85][360/1253] lr: 7.500e-05, eta: 4:10:40, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8904, loss_cls: 1.1413, loss: 1.1413, grad_norm: 6.3795 2021-03-14 20:26:33,267 - mmaction - INFO - Epoch [85][380/1253] lr: 7.500e-05, eta: 4:10:24, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8828, loss_cls: 1.1776, loss: 1.1776, grad_norm: 6.4416 2021-03-14 20:26:45,487 - mmaction - INFO - Epoch [85][400/1253] lr: 7.500e-05, eta: 4:10:08, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7229, top5_acc: 0.8909, loss_cls: 1.1078, loss: 1.1078, grad_norm: 6.3171 2021-03-14 20:26:57,859 - mmaction - INFO - Epoch [85][420/1253] lr: 7.500e-05, eta: 4:09:52, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7229, top5_acc: 0.8969, loss_cls: 1.1072, loss: 1.1072, grad_norm: 6.3724 2021-03-14 20:27:10,068 - mmaction - INFO - Epoch [85][440/1253] lr: 7.500e-05, eta: 4:09:36, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7326, top5_acc: 0.8948, loss_cls: 1.0880, loss: 1.0880, grad_norm: 6.2404 2021-03-14 20:27:22,285 - mmaction - INFO - Epoch [85][460/1253] lr: 7.500e-05, eta: 4:09:20, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7240, top5_acc: 0.8906, loss_cls: 1.1211, loss: 1.1211, grad_norm: 6.2671 2021-03-14 20:27:34,423 - mmaction - INFO - Epoch [85][480/1253] lr: 7.500e-05, eta: 4:09:04, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.7237, top5_acc: 0.8854, loss_cls: 1.1401, loss: 1.1401, grad_norm: 6.3619 2021-03-14 20:27:46,703 - mmaction - INFO - Epoch [85][500/1253] lr: 7.500e-05, eta: 4:08:49, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7253, top5_acc: 0.8909, loss_cls: 1.1345, loss: 1.1345, grad_norm: 6.3688 2021-03-14 20:27:59,073 - mmaction - INFO - Epoch [85][520/1253] lr: 7.500e-05, eta: 4:08:33, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.7237, top5_acc: 0.8826, loss_cls: 1.1349, loss: 1.1349, grad_norm: 6.2494 2021-03-14 20:28:11,492 - mmaction - INFO - Epoch [85][540/1253] lr: 7.500e-05, eta: 4:08:17, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.7326, top5_acc: 0.8909, loss_cls: 1.0823, loss: 1.0823, grad_norm: 6.1164 2021-03-14 20:28:23,830 - mmaction - INFO - Epoch [85][560/1253] lr: 7.500e-05, eta: 4:08:01, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7349, top5_acc: 0.8953, loss_cls: 1.0651, loss: 1.0651, grad_norm: 6.1521 2021-03-14 20:28:36,048 - mmaction - INFO - Epoch [85][580/1253] lr: 7.500e-05, eta: 4:07:45, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7224, top5_acc: 0.8904, loss_cls: 1.1213, loss: 1.1213, grad_norm: 6.3520 2021-03-14 20:28:48,282 - mmaction - INFO - Epoch [85][600/1253] lr: 7.500e-05, eta: 4:07:30, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7247, top5_acc: 0.8909, loss_cls: 1.1119, loss: 1.1119, grad_norm: 6.2253 2021-03-14 20:29:00,458 - mmaction - INFO - Epoch [85][620/1253] lr: 7.500e-05, eta: 4:07:14, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7349, top5_acc: 0.8961, loss_cls: 1.1015, loss: 1.1015, grad_norm: 6.3184 2021-03-14 20:29:12,840 - mmaction - INFO - Epoch [85][640/1253] lr: 7.500e-05, eta: 4:06:58, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7362, top5_acc: 0.8961, loss_cls: 1.0821, loss: 1.0821, grad_norm: 6.1620 2021-03-14 20:29:25,100 - mmaction - INFO - Epoch [85][660/1253] lr: 7.500e-05, eta: 4:06:42, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7411, top5_acc: 0.9026, loss_cls: 1.0538, loss: 1.0538, grad_norm: 6.1674 2021-03-14 20:29:37,342 - mmaction - INFO - Epoch [85][680/1253] lr: 7.500e-05, eta: 4:06:26, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7195, top5_acc: 0.8849, loss_cls: 1.1516, loss: 1.1516, grad_norm: 6.4691 2021-03-14 20:29:49,625 - mmaction - INFO - Epoch [85][700/1253] lr: 7.500e-05, eta: 4:06:10, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7286, top5_acc: 0.8865, loss_cls: 1.1257, loss: 1.1257, grad_norm: 6.3504 2021-03-14 20:30:01,834 - mmaction - INFO - Epoch [85][720/1253] lr: 7.500e-05, eta: 4:05:55, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7141, top5_acc: 0.8880, loss_cls: 1.1399, loss: 1.1399, grad_norm: 6.4941 2021-03-14 20:30:14,104 - mmaction - INFO - Epoch [85][740/1253] lr: 7.500e-05, eta: 4:05:39, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1350, loss: 1.1350, grad_norm: 6.2869 2021-03-14 20:30:26,413 - mmaction - INFO - Epoch [85][760/1253] lr: 7.500e-05, eta: 4:05:23, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7281, top5_acc: 0.8911, loss_cls: 1.1150, loss: 1.1150, grad_norm: 6.2869 2021-03-14 20:30:38,712 - mmaction - INFO - Epoch [85][780/1253] lr: 7.500e-05, eta: 4:05:07, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7271, top5_acc: 0.8831, loss_cls: 1.1125, loss: 1.1125, grad_norm: 6.1744 2021-03-14 20:30:50,882 - mmaction - INFO - Epoch [85][800/1253] lr: 7.500e-05, eta: 4:04:51, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7320, top5_acc: 0.8885, loss_cls: 1.0912, loss: 1.0912, grad_norm: 6.1429 2021-03-14 20:31:03,119 - mmaction - INFO - Epoch [85][820/1253] lr: 7.500e-05, eta: 4:04:36, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7323, top5_acc: 0.8977, loss_cls: 1.0766, loss: 1.0766, grad_norm: 6.1459 2021-03-14 20:31:15,418 - mmaction - INFO - Epoch [85][840/1253] lr: 7.500e-05, eta: 4:04:20, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7211, top5_acc: 0.8872, loss_cls: 1.1349, loss: 1.1349, grad_norm: 6.2563 2021-03-14 20:31:27,673 - mmaction - INFO - Epoch [85][860/1253] lr: 7.500e-05, eta: 4:04:04, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7365, top5_acc: 0.8990, loss_cls: 1.0710, loss: 1.0710, grad_norm: 6.1556 2021-03-14 20:31:39,855 - mmaction - INFO - Epoch [85][880/1253] lr: 7.500e-05, eta: 4:03:48, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7169, top5_acc: 0.8737, loss_cls: 1.1819, loss: 1.1819, grad_norm: 6.3680 2021-03-14 20:31:52,132 - mmaction - INFO - Epoch [85][900/1253] lr: 7.500e-05, eta: 4:03:32, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7326, top5_acc: 0.8982, loss_cls: 1.0692, loss: 1.0692, grad_norm: 6.1802 2021-03-14 20:32:04,358 - mmaction - INFO - Epoch [85][920/1253] lr: 7.500e-05, eta: 4:03:17, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7271, top5_acc: 0.8914, loss_cls: 1.1297, loss: 1.1297, grad_norm: 6.3542 2021-03-14 20:32:16,660 - mmaction - INFO - Epoch [85][940/1253] lr: 7.500e-05, eta: 4:03:01, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7245, top5_acc: 0.8948, loss_cls: 1.1043, loss: 1.1043, grad_norm: 6.3026 2021-03-14 20:32:28,993 - mmaction - INFO - Epoch [85][960/1253] lr: 7.500e-05, eta: 4:02:45, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7188, top5_acc: 0.8888, loss_cls: 1.1310, loss: 1.1310, grad_norm: 6.2686 2021-03-14 20:32:41,327 - mmaction - INFO - Epoch [85][980/1253] lr: 7.500e-05, eta: 4:02:29, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7401, top5_acc: 0.8859, loss_cls: 1.1069, loss: 1.1069, grad_norm: 6.1638 2021-03-14 20:32:53,608 - mmaction - INFO - Epoch [85][1000/1253] lr: 7.500e-05, eta: 4:02:13, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7273, top5_acc: 0.8919, loss_cls: 1.1035, loss: 1.1035, grad_norm: 6.2911 2021-03-14 20:33:05,834 - mmaction - INFO - Epoch [85][1020/1253] lr: 7.500e-05, eta: 4:01:58, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7247, top5_acc: 0.8911, loss_cls: 1.1084, loss: 1.1084, grad_norm: 6.2520 2021-03-14 20:33:18,103 - mmaction - INFO - Epoch [85][1040/1253] lr: 7.500e-05, eta: 4:01:42, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7354, top5_acc: 0.8932, loss_cls: 1.0985, loss: 1.0985, grad_norm: 6.2078 2021-03-14 20:33:30,438 - mmaction - INFO - Epoch [85][1060/1253] lr: 7.500e-05, eta: 4:01:26, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7159, top5_acc: 0.8831, loss_cls: 1.1756, loss: 1.1756, grad_norm: 6.4201 2021-03-14 20:33:42,801 - mmaction - INFO - Epoch [85][1080/1253] lr: 7.500e-05, eta: 4:01:10, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7320, top5_acc: 0.8924, loss_cls: 1.0962, loss: 1.0962, grad_norm: 6.1841 2021-03-14 20:33:55,097 - mmaction - INFO - Epoch [85][1100/1253] lr: 7.500e-05, eta: 4:00:54, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7266, top5_acc: 0.8901, loss_cls: 1.1125, loss: 1.1125, grad_norm: 6.3378 2021-03-14 20:34:07,293 - mmaction - INFO - Epoch [85][1120/1253] lr: 7.500e-05, eta: 4:00:39, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.7326, top5_acc: 0.8911, loss_cls: 1.1106, loss: 1.1106, grad_norm: 6.3180 2021-03-14 20:34:19,617 - mmaction - INFO - Epoch [85][1140/1253] lr: 7.500e-05, eta: 4:00:23, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7169, top5_acc: 0.8865, loss_cls: 1.1240, loss: 1.1240, grad_norm: 6.3785 2021-03-14 20:34:31,955 - mmaction - INFO - Epoch [85][1160/1253] lr: 7.500e-05, eta: 4:00:07, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7107, top5_acc: 0.8810, loss_cls: 1.1579, loss: 1.1579, grad_norm: 6.3448 2021-03-14 20:34:44,208 - mmaction - INFO - Epoch [85][1180/1253] lr: 7.500e-05, eta: 3:59:51, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7312, top5_acc: 0.8896, loss_cls: 1.1194, loss: 1.1194, grad_norm: 6.2857 2021-03-14 20:34:56,512 - mmaction - INFO - Epoch [85][1200/1253] lr: 7.500e-05, eta: 3:59:36, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.1432, loss: 1.1432, grad_norm: 6.3691 2021-03-14 20:35:08,801 - mmaction - INFO - Epoch [85][1220/1253] lr: 7.500e-05, eta: 3:59:20, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7367, top5_acc: 0.8883, loss_cls: 1.0890, loss: 1.0890, grad_norm: 6.2034 2021-03-14 20:35:21,045 - mmaction - INFO - Epoch [85][1240/1253] lr: 7.500e-05, eta: 3:59:04, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7133, top5_acc: 0.8841, loss_cls: 1.1471, loss: 1.1471, grad_norm: 6.3549 2021-03-14 20:39:00,959 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-03-14 20:39:01,936 - mmaction - INFO - top1_acc 0.7009 top5_acc 0.8886 2021-03-14 20:39:01,936 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-03-14 20:39:01,975 - mmaction - INFO - mean_acc 0.7009 2021-03-14 20:39:03,122 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_85.pth. 2021-03-14 20:39:03,126 - mmaction - INFO - Best top1_acc is 0.7009 at 85 epoch. 2021-03-14 20:39:03,134 - mmaction - INFO - Epoch(val) [85][1253] top1_acc: 0.7009, top5_acc: 0.8886, mean_class_accuracy: 0.7009 2021-03-14 20:42:25,658 - mmaction - INFO - Epoch [86][20/1253] lr: 7.500e-05, eta: 3:59:10, time: 10.125, data_time: 9.493, memory: 8809, top1_acc: 0.7172, top5_acc: 0.8753, loss_cls: 1.1791, loss: 1.1791, grad_norm: 6.3438 2021-03-14 20:42:37,922 - mmaction - INFO - Epoch [86][40/1253] lr: 7.500e-05, eta: 3:58:54, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7299, top5_acc: 0.8924, loss_cls: 1.0921, loss: 1.0921, grad_norm: 6.1566 2021-03-14 20:42:50,138 - mmaction - INFO - Epoch [86][60/1253] lr: 7.500e-05, eta: 3:58:38, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7276, top5_acc: 0.8917, loss_cls: 1.1004, loss: 1.1004, grad_norm: 6.2616 2021-03-14 20:43:02,421 - mmaction - INFO - Epoch [86][80/1253] lr: 7.500e-05, eta: 3:58:23, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7375, top5_acc: 0.8984, loss_cls: 1.0881, loss: 1.0881, grad_norm: 6.2388 2021-03-14 20:43:14,613 - mmaction - INFO - Epoch [86][100/1253] lr: 7.500e-05, eta: 3:58:07, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7201, top5_acc: 0.8940, loss_cls: 1.1022, loss: 1.1022, grad_norm: 6.3198 2021-03-14 20:43:26,842 - mmaction - INFO - Epoch [86][120/1253] lr: 7.500e-05, eta: 3:57:51, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7323, top5_acc: 0.8914, loss_cls: 1.1307, loss: 1.1307, grad_norm: 6.2650 2021-03-14 20:43:39,115 - mmaction - INFO - Epoch [86][140/1253] lr: 7.500e-05, eta: 3:57:35, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7307, top5_acc: 0.8870, loss_cls: 1.1197, loss: 1.1197, grad_norm: 6.2906 2021-03-14 20:43:51,339 - mmaction - INFO - Epoch [86][160/1253] lr: 7.500e-05, eta: 3:57:19, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7143, top5_acc: 0.8865, loss_cls: 1.1585, loss: 1.1585, grad_norm: 6.2942 2021-03-14 20:44:03,572 - mmaction - INFO - Epoch [86][180/1253] lr: 7.500e-05, eta: 3:57:03, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7237, top5_acc: 0.8833, loss_cls: 1.1409, loss: 1.1409, grad_norm: 6.3927 2021-03-14 20:44:15,846 - mmaction - INFO - Epoch [86][200/1253] lr: 7.500e-05, eta: 3:56:48, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7346, top5_acc: 0.8935, loss_cls: 1.1024, loss: 1.1024, grad_norm: 6.2983 2021-03-14 20:44:28,119 - mmaction - INFO - Epoch [86][220/1253] lr: 7.500e-05, eta: 3:56:32, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7297, top5_acc: 0.8904, loss_cls: 1.1264, loss: 1.1264, grad_norm: 6.3228 2021-03-14 20:44:40,459 - mmaction - INFO - Epoch [86][240/1253] lr: 7.500e-05, eta: 3:56:16, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7279, top5_acc: 0.8872, loss_cls: 1.1263, loss: 1.1263, grad_norm: 6.3407 2021-03-14 20:44:52,807 - mmaction - INFO - Epoch [86][260/1253] lr: 7.500e-05, eta: 3:56:00, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7206, top5_acc: 0.8867, loss_cls: 1.1170, loss: 1.1170, grad_norm: 6.3143 2021-03-14 20:45:05,075 - mmaction - INFO - Epoch [86][280/1253] lr: 7.500e-05, eta: 3:55:44, time: 0.615, data_time: 0.004, memory: 8809, top1_acc: 0.7174, top5_acc: 0.8888, loss_cls: 1.1248, loss: 1.1248, grad_norm: 6.3560 2021-03-14 20:45:17,324 - mmaction - INFO - Epoch [86][300/1253] lr: 7.500e-05, eta: 3:55:29, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7174, top5_acc: 0.8799, loss_cls: 1.1419, loss: 1.1419, grad_norm: 6.3793 2021-03-14 20:45:29,596 - mmaction - INFO - Epoch [86][320/1253] lr: 7.500e-05, eta: 3:55:13, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7245, top5_acc: 0.8854, loss_cls: 1.1211, loss: 1.1211, grad_norm: 6.2834 2021-03-14 20:45:41,899 - mmaction - INFO - Epoch [86][340/1253] lr: 7.500e-05, eta: 3:54:57, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7208, top5_acc: 0.8870, loss_cls: 1.1240, loss: 1.1240, grad_norm: 6.3626 2021-03-14 20:45:54,194 - mmaction - INFO - Epoch [86][360/1253] lr: 7.500e-05, eta: 3:54:41, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7234, top5_acc: 0.8951, loss_cls: 1.1230, loss: 1.1230, grad_norm: 6.3869 2021-03-14 20:46:06,452 - mmaction - INFO - Epoch [86][380/1253] lr: 7.500e-05, eta: 3:54:25, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8878, loss_cls: 1.1282, loss: 1.1282, grad_norm: 6.3692 2021-03-14 20:46:18,739 - mmaction - INFO - Epoch [86][400/1253] lr: 7.500e-05, eta: 3:54:10, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7263, top5_acc: 0.8904, loss_cls: 1.1176, loss: 1.1176, grad_norm: 6.3218 2021-03-14 20:46:30,969 - mmaction - INFO - Epoch [86][420/1253] lr: 7.500e-05, eta: 3:53:54, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7273, top5_acc: 0.8951, loss_cls: 1.0990, loss: 1.0990, grad_norm: 6.2548 2021-03-14 20:46:43,246 - mmaction - INFO - Epoch [86][440/1253] lr: 7.500e-05, eta: 3:53:38, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7279, top5_acc: 0.8909, loss_cls: 1.0880, loss: 1.0880, grad_norm: 6.2406 2021-03-14 20:46:55,459 - mmaction - INFO - Epoch [86][460/1253] lr: 7.500e-05, eta: 3:53:22, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7370, top5_acc: 0.8924, loss_cls: 1.0813, loss: 1.0813, grad_norm: 6.1674 2021-03-14 20:47:07,773 - mmaction - INFO - Epoch [86][480/1253] lr: 7.500e-05, eta: 3:53:07, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7302, top5_acc: 0.8849, loss_cls: 1.1217, loss: 1.1217, grad_norm: 6.2514 2021-03-14 20:47:19,990 - mmaction - INFO - Epoch [86][500/1253] lr: 7.500e-05, eta: 3:52:51, time: 0.610, data_time: 0.000, memory: 8809, top1_acc: 0.7299, top5_acc: 0.8893, loss_cls: 1.1161, loss: 1.1161, grad_norm: 6.3445 2021-03-14 20:47:32,234 - mmaction - INFO - Epoch [86][520/1253] lr: 7.500e-05, eta: 3:52:35, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7344, top5_acc: 0.8927, loss_cls: 1.0880, loss: 1.0880, grad_norm: 6.2614 2021-03-14 20:47:44,546 - mmaction - INFO - Epoch [86][540/1253] lr: 7.500e-05, eta: 3:52:19, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7323, top5_acc: 0.8984, loss_cls: 1.0874, loss: 1.0874, grad_norm: 6.2160 2021-03-14 20:47:56,928 - mmaction - INFO - Epoch [86][560/1253] lr: 7.500e-05, eta: 3:52:03, time: 0.619, data_time: 0.006, memory: 8809, top1_acc: 0.7292, top5_acc: 0.8919, loss_cls: 1.1064, loss: 1.1064, grad_norm: 6.2907 2021-03-14 20:48:09,221 - mmaction - INFO - Epoch [86][580/1253] lr: 7.500e-05, eta: 3:51:48, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7378, top5_acc: 0.8919, loss_cls: 1.1022, loss: 1.1022, grad_norm: 6.2009 2021-03-14 20:48:21,455 - mmaction - INFO - Epoch [86][600/1253] lr: 7.500e-05, eta: 3:51:32, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7310, top5_acc: 0.8906, loss_cls: 1.0943, loss: 1.0943, grad_norm: 6.2735 2021-03-14 20:48:33,799 - mmaction - INFO - Epoch [86][620/1253] lr: 7.500e-05, eta: 3:51:16, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7349, top5_acc: 0.8901, loss_cls: 1.0989, loss: 1.0989, grad_norm: 6.1858 2021-03-14 20:48:46,135 - mmaction - INFO - Epoch [86][640/1253] lr: 7.500e-05, eta: 3:51:00, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7385, top5_acc: 0.8979, loss_cls: 1.0826, loss: 1.0826, grad_norm: 6.2660 2021-03-14 20:48:58,472 - mmaction - INFO - Epoch [86][660/1253] lr: 7.500e-05, eta: 3:50:45, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7281, top5_acc: 0.8927, loss_cls: 1.1041, loss: 1.1041, grad_norm: 6.2763 2021-03-14 20:49:10,722 - mmaction - INFO - Epoch [86][680/1253] lr: 7.500e-05, eta: 3:50:29, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7273, top5_acc: 0.8888, loss_cls: 1.1117, loss: 1.1117, grad_norm: 6.3253 2021-03-14 20:49:22,943 - mmaction - INFO - Epoch [86][700/1253] lr: 7.500e-05, eta: 3:50:13, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7375, top5_acc: 0.8956, loss_cls: 1.0826, loss: 1.0826, grad_norm: 6.1852 2021-03-14 20:49:35,319 - mmaction - INFO - Epoch [86][720/1253] lr: 7.500e-05, eta: 3:49:57, time: 0.619, data_time: 0.001, memory: 8809, top1_acc: 0.7315, top5_acc: 0.8987, loss_cls: 1.0772, loss: 1.0772, grad_norm: 6.2199 2021-03-14 20:49:47,625 - mmaction - INFO - Epoch [86][740/1253] lr: 7.500e-05, eta: 3:49:41, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7391, top5_acc: 0.8958, loss_cls: 1.0662, loss: 1.0662, grad_norm: 6.1678 2021-03-14 20:49:59,860 - mmaction - INFO - Epoch [86][760/1253] lr: 7.500e-05, eta: 3:49:26, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7203, top5_acc: 0.8857, loss_cls: 1.1377, loss: 1.1377, grad_norm: 6.3995 2021-03-14 20:50:12,072 - mmaction - INFO - Epoch [86][780/1253] lr: 7.500e-05, eta: 3:49:10, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7253, top5_acc: 0.8841, loss_cls: 1.1258, loss: 1.1258, grad_norm: 6.3257 2021-03-14 20:50:24,343 - mmaction - INFO - Epoch [86][800/1253] lr: 7.500e-05, eta: 3:48:54, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7362, top5_acc: 0.8945, loss_cls: 1.0758, loss: 1.0758, grad_norm: 6.2175 2021-03-14 20:50:36,615 - mmaction - INFO - Epoch [86][820/1253] lr: 7.500e-05, eta: 3:48:38, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8870, loss_cls: 1.1269, loss: 1.1269, grad_norm: 6.3488 2021-03-14 20:50:48,824 - mmaction - INFO - Epoch [86][840/1253] lr: 7.500e-05, eta: 3:48:23, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7260, top5_acc: 0.8875, loss_cls: 1.1425, loss: 1.1425, grad_norm: 6.3404 2021-03-14 20:51:01,124 - mmaction - INFO - Epoch [86][860/1253] lr: 7.500e-05, eta: 3:48:07, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7112, top5_acc: 0.8854, loss_cls: 1.1634, loss: 1.1634, grad_norm: 6.5086 2021-03-14 20:51:13,391 - mmaction - INFO - Epoch [86][880/1253] lr: 7.500e-05, eta: 3:47:51, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7250, top5_acc: 0.8805, loss_cls: 1.1605, loss: 1.1605, grad_norm: 6.3175 2021-03-14 20:51:25,714 - mmaction - INFO - Epoch [86][900/1253] lr: 7.500e-05, eta: 3:47:35, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7281, top5_acc: 0.8867, loss_cls: 1.1237, loss: 1.1237, grad_norm: 6.3081 2021-03-14 20:51:38,044 - mmaction - INFO - Epoch [86][920/1253] lr: 7.500e-05, eta: 3:47:20, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7224, top5_acc: 0.8849, loss_cls: 1.1332, loss: 1.1332, grad_norm: 6.3235 2021-03-14 20:51:50,250 - mmaction - INFO - Epoch [86][940/1253] lr: 7.500e-05, eta: 3:47:04, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7302, top5_acc: 0.8870, loss_cls: 1.1141, loss: 1.1141, grad_norm: 6.2742 2021-03-14 20:52:02,492 - mmaction - INFO - Epoch [86][960/1253] lr: 7.500e-05, eta: 3:46:48, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.1598, loss: 1.1598, grad_norm: 6.3376 2021-03-14 20:52:14,804 - mmaction - INFO - Epoch [86][980/1253] lr: 7.500e-05, eta: 3:46:32, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7284, top5_acc: 0.8859, loss_cls: 1.1169, loss: 1.1169, grad_norm: 6.3049 2021-03-14 20:52:27,012 - mmaction - INFO - Epoch [86][1000/1253] lr: 7.500e-05, eta: 3:46:17, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7341, top5_acc: 0.8919, loss_cls: 1.1103, loss: 1.1103, grad_norm: 6.2949 2021-03-14 20:52:39,264 - mmaction - INFO - Epoch [86][1020/1253] lr: 7.500e-05, eta: 3:46:01, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7219, top5_acc: 0.8987, loss_cls: 1.1011, loss: 1.1011, grad_norm: 6.3098 2021-03-14 20:52:51,555 - mmaction - INFO - Epoch [86][1040/1253] lr: 7.500e-05, eta: 3:45:45, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8870, loss_cls: 1.1254, loss: 1.1254, grad_norm: 6.3803 2021-03-14 20:53:03,822 - mmaction - INFO - Epoch [86][1060/1253] lr: 7.500e-05, eta: 3:45:29, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7232, top5_acc: 0.8862, loss_cls: 1.1404, loss: 1.1404, grad_norm: 6.3594 2021-03-14 20:53:16,069 - mmaction - INFO - Epoch [86][1080/1253] lr: 7.500e-05, eta: 3:45:14, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8974, loss_cls: 1.1167, loss: 1.1167, grad_norm: 6.4410 2021-03-14 20:53:28,240 - mmaction - INFO - Epoch [86][1100/1253] lr: 7.500e-05, eta: 3:44:58, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.7156, top5_acc: 0.8831, loss_cls: 1.1514, loss: 1.1514, grad_norm: 6.4357 2021-03-14 20:53:40,518 - mmaction - INFO - Epoch [86][1120/1253] lr: 7.500e-05, eta: 3:44:42, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7255, top5_acc: 0.8820, loss_cls: 1.1316, loss: 1.1316, grad_norm: 6.3457 2021-03-14 20:53:52,795 - mmaction - INFO - Epoch [86][1140/1253] lr: 7.500e-05, eta: 3:44:26, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7250, top5_acc: 0.8867, loss_cls: 1.1151, loss: 1.1151, grad_norm: 6.3469 2021-03-14 20:54:05,028 - mmaction - INFO - Epoch [86][1160/1253] lr: 7.500e-05, eta: 3:44:11, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7326, top5_acc: 0.8911, loss_cls: 1.1213, loss: 1.1213, grad_norm: 6.3616 2021-03-14 20:54:17,330 - mmaction - INFO - Epoch [86][1180/1253] lr: 7.500e-05, eta: 3:43:55, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7263, top5_acc: 0.8924, loss_cls: 1.1079, loss: 1.1079, grad_norm: 6.2490 2021-03-14 20:54:29,603 - mmaction - INFO - Epoch [86][1200/1253] lr: 7.500e-05, eta: 3:43:39, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7357, top5_acc: 0.8888, loss_cls: 1.1028, loss: 1.1028, grad_norm: 6.3210 2021-03-14 20:54:41,777 - mmaction - INFO - Epoch [86][1220/1253] lr: 7.500e-05, eta: 3:43:23, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7422, top5_acc: 0.9039, loss_cls: 1.0360, loss: 1.0360, grad_norm: 6.1291 2021-03-14 20:54:54,161 - mmaction - INFO - Epoch [86][1240/1253] lr: 7.500e-05, eta: 3:43:08, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7302, top5_acc: 0.8898, loss_cls: 1.1202, loss: 1.1202, grad_norm: 6.3603 2021-03-14 20:58:31,420 - mmaction - INFO - Epoch [87][20/1253] lr: 7.500e-05, eta: 3:43:12, time: 10.378, data_time: 9.754, memory: 8809, top1_acc: 0.7354, top5_acc: 0.8971, loss_cls: 1.0915, loss: 1.0915, grad_norm: 6.2813 2021-03-14 20:58:43,670 - mmaction - INFO - Epoch [87][40/1253] lr: 7.500e-05, eta: 3:42:56, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7174, top5_acc: 0.8828, loss_cls: 1.1638, loss: 1.1638, grad_norm: 6.4439 2021-03-14 20:58:55,877 - mmaction - INFO - Epoch [87][60/1253] lr: 7.500e-05, eta: 3:42:40, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7237, top5_acc: 0.8883, loss_cls: 1.1074, loss: 1.1074, grad_norm: 6.3521 2021-03-14 20:59:08,081 - mmaction - INFO - Epoch [87][80/1253] lr: 7.500e-05, eta: 3:42:25, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7208, top5_acc: 0.8948, loss_cls: 1.1114, loss: 1.1114, grad_norm: 6.3952 2021-03-14 20:59:20,311 - mmaction - INFO - Epoch [87][100/1253] lr: 7.500e-05, eta: 3:42:09, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7206, top5_acc: 0.8844, loss_cls: 1.1432, loss: 1.1432, grad_norm: 6.4005 2021-03-14 20:59:32,570 - mmaction - INFO - Epoch [87][120/1253] lr: 7.500e-05, eta: 3:41:53, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7365, top5_acc: 0.8898, loss_cls: 1.1214, loss: 1.1214, grad_norm: 6.2532 2021-03-14 20:59:44,867 - mmaction - INFO - Epoch [87][140/1253] lr: 7.500e-05, eta: 3:41:37, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7276, top5_acc: 0.8917, loss_cls: 1.1060, loss: 1.1060, grad_norm: 6.2775 2021-03-14 20:59:57,109 - mmaction - INFO - Epoch [87][160/1253] lr: 7.500e-05, eta: 3:41:22, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7216, top5_acc: 0.8914, loss_cls: 1.1190, loss: 1.1190, grad_norm: 6.4639 2021-03-14 21:00:09,351 - mmaction - INFO - Epoch [87][180/1253] lr: 7.500e-05, eta: 3:41:06, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7232, top5_acc: 0.8865, loss_cls: 1.1384, loss: 1.1384, grad_norm: 6.3836 2021-03-14 21:00:21,701 - mmaction - INFO - Epoch [87][200/1253] lr: 7.500e-05, eta: 3:40:50, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7242, top5_acc: 0.8823, loss_cls: 1.1427, loss: 1.1427, grad_norm: 6.2585 2021-03-14 21:00:33,964 - mmaction - INFO - Epoch [87][220/1253] lr: 7.500e-05, eta: 3:40:34, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8839, loss_cls: 1.1417, loss: 1.1417, grad_norm: 6.3583 2021-03-14 21:00:46,220 - mmaction - INFO - Epoch [87][240/1253] lr: 7.500e-05, eta: 3:40:19, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7104, top5_acc: 0.8815, loss_cls: 1.1844, loss: 1.1844, grad_norm: 6.4771 2021-03-14 21:00:58,544 - mmaction - INFO - Epoch [87][260/1253] lr: 7.500e-05, eta: 3:40:03, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7294, top5_acc: 0.8880, loss_cls: 1.1156, loss: 1.1156, grad_norm: 6.2715 2021-03-14 21:01:10,796 - mmaction - INFO - Epoch [87][280/1253] lr: 7.500e-05, eta: 3:39:47, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8909, loss_cls: 1.1240, loss: 1.1240, grad_norm: 6.3761 2021-03-14 21:01:23,025 - mmaction - INFO - Epoch [87][300/1253] lr: 7.500e-05, eta: 3:39:31, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7385, top5_acc: 0.8930, loss_cls: 1.0854, loss: 1.0854, grad_norm: 6.2403 2021-03-14 21:01:35,328 - mmaction - INFO - Epoch [87][320/1253] lr: 7.500e-05, eta: 3:39:16, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7198, top5_acc: 0.8854, loss_cls: 1.1301, loss: 1.1301, grad_norm: 6.3780 2021-03-14 21:01:47,554 - mmaction - INFO - Epoch [87][340/1253] lr: 7.500e-05, eta: 3:39:00, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7323, top5_acc: 0.8971, loss_cls: 1.0777, loss: 1.0777, grad_norm: 6.2633 2021-03-14 21:01:59,858 - mmaction - INFO - Epoch [87][360/1253] lr: 7.500e-05, eta: 3:38:44, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8844, loss_cls: 1.1407, loss: 1.1407, grad_norm: 6.3664 2021-03-14 21:02:12,068 - mmaction - INFO - Epoch [87][380/1253] lr: 7.500e-05, eta: 3:38:28, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7271, top5_acc: 0.8781, loss_cls: 1.1314, loss: 1.1314, grad_norm: 6.3223 2021-03-14 21:02:24,270 - mmaction - INFO - Epoch [87][400/1253] lr: 7.500e-05, eta: 3:38:12, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7323, top5_acc: 0.8951, loss_cls: 1.0993, loss: 1.0993, grad_norm: 6.1766 2021-03-14 21:02:36,531 - mmaction - INFO - Epoch [87][420/1253] lr: 7.500e-05, eta: 3:37:57, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8945, loss_cls: 1.1167, loss: 1.1167, grad_norm: 6.4389 2021-03-14 21:02:48,885 - mmaction - INFO - Epoch [87][440/1253] lr: 7.500e-05, eta: 3:37:41, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.7219, top5_acc: 0.8893, loss_cls: 1.1374, loss: 1.1374, grad_norm: 6.3235 2021-03-14 21:03:01,222 - mmaction - INFO - Epoch [87][460/1253] lr: 7.500e-05, eta: 3:37:25, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7312, top5_acc: 0.8969, loss_cls: 1.0964, loss: 1.0964, grad_norm: 6.2354 2021-03-14 21:03:13,500 - mmaction - INFO - Epoch [87][480/1253] lr: 7.500e-05, eta: 3:37:09, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7227, top5_acc: 0.8875, loss_cls: 1.1285, loss: 1.1285, grad_norm: 6.3081 2021-03-14 21:03:25,830 - mmaction - INFO - Epoch [87][500/1253] lr: 7.500e-05, eta: 3:36:54, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1709, loss: 1.1709, grad_norm: 6.5257 2021-03-14 21:03:38,196 - mmaction - INFO - Epoch [87][520/1253] lr: 7.500e-05, eta: 3:36:38, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7391, top5_acc: 0.9010, loss_cls: 1.0418, loss: 1.0418, grad_norm: 6.2641 2021-03-14 21:03:50,395 - mmaction - INFO - Epoch [87][540/1253] lr: 7.500e-05, eta: 3:36:22, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7378, top5_acc: 0.8935, loss_cls: 1.0754, loss: 1.0754, grad_norm: 6.2440 2021-03-14 21:04:02,751 - mmaction - INFO - Epoch [87][560/1253] lr: 7.500e-05, eta: 3:36:07, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7294, top5_acc: 0.8898, loss_cls: 1.0960, loss: 1.0960, grad_norm: 6.2242 2021-03-14 21:04:15,063 - mmaction - INFO - Epoch [87][580/1253] lr: 7.500e-05, eta: 3:35:51, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7328, top5_acc: 0.8966, loss_cls: 1.0729, loss: 1.0729, grad_norm: 6.2754 2021-03-14 21:04:27,257 - mmaction - INFO - Epoch [87][600/1253] lr: 7.500e-05, eta: 3:35:35, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7305, top5_acc: 0.8938, loss_cls: 1.1070, loss: 1.1070, grad_norm: 6.2610 2021-03-14 21:04:39,568 - mmaction - INFO - Epoch [87][620/1253] lr: 7.500e-05, eta: 3:35:19, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7292, top5_acc: 0.8891, loss_cls: 1.1292, loss: 1.1292, grad_norm: 6.3651 2021-03-14 21:04:51,799 - mmaction - INFO - Epoch [87][640/1253] lr: 7.500e-05, eta: 3:35:04, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7266, top5_acc: 0.8927, loss_cls: 1.1177, loss: 1.1177, grad_norm: 6.2670 2021-03-14 21:05:04,018 - mmaction - INFO - Epoch [87][660/1253] lr: 7.500e-05, eta: 3:34:48, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7266, top5_acc: 0.8859, loss_cls: 1.1254, loss: 1.1254, grad_norm: 6.3433 2021-03-14 21:05:16,213 - mmaction - INFO - Epoch [87][680/1253] lr: 7.500e-05, eta: 3:34:32, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7289, top5_acc: 0.8904, loss_cls: 1.1126, loss: 1.1126, grad_norm: 6.2994 2021-03-14 21:05:28,378 - mmaction - INFO - Epoch [87][700/1253] lr: 7.500e-05, eta: 3:34:16, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7346, top5_acc: 0.8990, loss_cls: 1.0872, loss: 1.0872, grad_norm: 6.2325 2021-03-14 21:05:40,609 - mmaction - INFO - Epoch [87][720/1253] lr: 7.500e-05, eta: 3:34:01, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7331, top5_acc: 0.8807, loss_cls: 1.1396, loss: 1.1396, grad_norm: 6.2917 2021-03-14 21:05:53,048 - mmaction - INFO - Epoch [87][740/1253] lr: 7.500e-05, eta: 3:33:45, time: 0.622, data_time: 0.003, memory: 8809, top1_acc: 0.7242, top5_acc: 0.8888, loss_cls: 1.1284, loss: 1.1284, grad_norm: 6.3033 2021-03-14 21:06:05,322 - mmaction - INFO - Epoch [87][760/1253] lr: 7.500e-05, eta: 3:33:29, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8862, loss_cls: 1.1238, loss: 1.1238, grad_norm: 6.3675 2021-03-14 21:06:17,700 - mmaction - INFO - Epoch [87][780/1253] lr: 7.500e-05, eta: 3:33:13, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7240, top5_acc: 0.8885, loss_cls: 1.1250, loss: 1.1250, grad_norm: 6.3662 2021-03-14 21:06:30,012 - mmaction - INFO - Epoch [87][800/1253] lr: 7.500e-05, eta: 3:32:58, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8898, loss_cls: 1.1127, loss: 1.1127, grad_norm: 6.2431 2021-03-14 21:06:42,272 - mmaction - INFO - Epoch [87][820/1253] lr: 7.500e-05, eta: 3:32:42, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7276, top5_acc: 0.8867, loss_cls: 1.1267, loss: 1.1267, grad_norm: 6.3049 2021-03-14 21:06:54,474 - mmaction - INFO - Epoch [87][840/1253] lr: 7.500e-05, eta: 3:32:26, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8807, loss_cls: 1.1388, loss: 1.1388, grad_norm: 6.2764 2021-03-14 21:07:06,785 - mmaction - INFO - Epoch [87][860/1253] lr: 7.500e-05, eta: 3:32:11, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7310, top5_acc: 0.8927, loss_cls: 1.0937, loss: 1.0937, grad_norm: 6.2890 2021-03-14 21:07:19,100 - mmaction - INFO - Epoch [87][880/1253] lr: 7.500e-05, eta: 3:31:55, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7151, top5_acc: 0.8815, loss_cls: 1.1767, loss: 1.1767, grad_norm: 6.4745 2021-03-14 21:07:31,408 - mmaction - INFO - Epoch [87][900/1253] lr: 7.500e-05, eta: 3:31:39, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7365, top5_acc: 0.8945, loss_cls: 1.0734, loss: 1.0734, grad_norm: 6.2381 2021-03-14 21:07:43,676 - mmaction - INFO - Epoch [87][920/1253] lr: 7.500e-05, eta: 3:31:23, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7299, top5_acc: 0.8917, loss_cls: 1.1059, loss: 1.1059, grad_norm: 6.2023 2021-03-14 21:07:55,929 - mmaction - INFO - Epoch [87][940/1253] lr: 7.500e-05, eta: 3:31:08, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7292, top5_acc: 0.8865, loss_cls: 1.1113, loss: 1.1113, grad_norm: 6.2479 2021-03-14 21:08:08,316 - mmaction - INFO - Epoch [87][960/1253] lr: 7.500e-05, eta: 3:30:52, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7203, top5_acc: 0.8885, loss_cls: 1.1302, loss: 1.1302, grad_norm: 6.3878 2021-03-14 21:08:20,568 - mmaction - INFO - Epoch [87][980/1253] lr: 7.500e-05, eta: 3:30:36, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7279, top5_acc: 0.8906, loss_cls: 1.1015, loss: 1.1015, grad_norm: 6.2197 2021-03-14 21:08:32,898 - mmaction - INFO - Epoch [87][1000/1253] lr: 7.500e-05, eta: 3:30:21, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7216, top5_acc: 0.8807, loss_cls: 1.1638, loss: 1.1638, grad_norm: 6.3443 2021-03-14 21:08:45,120 - mmaction - INFO - Epoch [87][1020/1253] lr: 7.500e-05, eta: 3:30:05, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7307, top5_acc: 0.8956, loss_cls: 1.0915, loss: 1.0915, grad_norm: 6.2714 2021-03-14 21:08:57,358 - mmaction - INFO - Epoch [87][1040/1253] lr: 7.500e-05, eta: 3:29:49, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7354, top5_acc: 0.8924, loss_cls: 1.0920, loss: 1.0920, grad_norm: 6.2189 2021-03-14 21:09:09,495 - mmaction - INFO - Epoch [87][1060/1253] lr: 7.500e-05, eta: 3:29:33, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.7203, top5_acc: 0.8891, loss_cls: 1.1267, loss: 1.1267, grad_norm: 6.3526 2021-03-14 21:09:21,718 - mmaction - INFO - Epoch [87][1080/1253] lr: 7.500e-05, eta: 3:29:18, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7372, top5_acc: 0.9013, loss_cls: 1.0498, loss: 1.0498, grad_norm: 6.1552 2021-03-14 21:09:34,014 - mmaction - INFO - Epoch [87][1100/1253] lr: 7.500e-05, eta: 3:29:02, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7458, top5_acc: 0.8945, loss_cls: 1.0591, loss: 1.0591, grad_norm: 6.2024 2021-03-14 21:09:46,202 - mmaction - INFO - Epoch [87][1120/1253] lr: 7.500e-05, eta: 3:28:46, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7227, top5_acc: 0.8812, loss_cls: 1.1362, loss: 1.1362, grad_norm: 6.4717 2021-03-14 21:09:58,426 - mmaction - INFO - Epoch [87][1140/1253] lr: 7.500e-05, eta: 3:28:31, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7299, top5_acc: 0.8943, loss_cls: 1.0852, loss: 1.0852, grad_norm: 6.2319 2021-03-14 21:10:10,693 - mmaction - INFO - Epoch [87][1160/1253] lr: 7.500e-05, eta: 3:28:15, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7266, top5_acc: 0.8919, loss_cls: 1.1021, loss: 1.1021, grad_norm: 6.3538 2021-03-14 21:10:23,103 - mmaction - INFO - Epoch [87][1180/1253] lr: 7.500e-05, eta: 3:27:59, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.7336, top5_acc: 0.8956, loss_cls: 1.0826, loss: 1.0826, grad_norm: 6.1312 2021-03-14 21:10:35,368 - mmaction - INFO - Epoch [87][1200/1253] lr: 7.500e-05, eta: 3:27:43, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8818, loss_cls: 1.1465, loss: 1.1465, grad_norm: 6.3801 2021-03-14 21:10:47,612 - mmaction - INFO - Epoch [87][1220/1253] lr: 7.500e-05, eta: 3:27:28, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7359, top5_acc: 0.8977, loss_cls: 1.0667, loss: 1.0667, grad_norm: 6.2325 2021-03-14 21:10:59,856 - mmaction - INFO - Epoch [87][1240/1253] lr: 7.500e-05, eta: 3:27:12, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7326, top5_acc: 0.8917, loss_cls: 1.0928, loss: 1.0928, grad_norm: 6.2920 2021-03-14 21:14:35,440 - mmaction - INFO - Epoch [88][20/1253] lr: 7.500e-05, eta: 3:27:14, time: 10.300, data_time: 9.678, memory: 8809, top1_acc: 0.7151, top5_acc: 0.8826, loss_cls: 1.1420, loss: 1.1420, grad_norm: 6.4044 2021-03-14 21:14:47,760 - mmaction - INFO - Epoch [88][40/1253] lr: 7.500e-05, eta: 3:26:58, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7385, top5_acc: 0.8917, loss_cls: 1.0757, loss: 1.0757, grad_norm: 6.1661 2021-03-14 21:14:59,946 - mmaction - INFO - Epoch [88][60/1253] lr: 7.500e-05, eta: 3:26:42, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7247, top5_acc: 0.8917, loss_cls: 1.1020, loss: 1.1020, grad_norm: 6.2928 2021-03-14 21:15:12,237 - mmaction - INFO - Epoch [88][80/1253] lr: 7.500e-05, eta: 3:26:27, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7240, top5_acc: 0.8891, loss_cls: 1.1182, loss: 1.1182, grad_norm: 6.3207 2021-03-14 21:15:24,508 - mmaction - INFO - Epoch [88][100/1253] lr: 7.500e-05, eta: 3:26:11, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7289, top5_acc: 0.9010, loss_cls: 1.0815, loss: 1.0815, grad_norm: 6.2477 2021-03-14 21:15:36,700 - mmaction - INFO - Epoch [88][120/1253] lr: 7.500e-05, eta: 3:25:55, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7312, top5_acc: 0.8984, loss_cls: 1.0797, loss: 1.0797, grad_norm: 6.3046 2021-03-14 21:15:48,946 - mmaction - INFO - Epoch [88][140/1253] lr: 7.500e-05, eta: 3:25:39, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7237, top5_acc: 0.8891, loss_cls: 1.1049, loss: 1.1049, grad_norm: 6.3609 2021-03-14 21:16:01,208 - mmaction - INFO - Epoch [88][160/1253] lr: 7.500e-05, eta: 3:25:24, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7367, top5_acc: 0.8888, loss_cls: 1.1051, loss: 1.1051, grad_norm: 6.3329 2021-03-14 21:16:13,355 - mmaction - INFO - Epoch [88][180/1253] lr: 7.500e-05, eta: 3:25:08, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7104, top5_acc: 0.8760, loss_cls: 1.1864, loss: 1.1864, grad_norm: 6.4450 2021-03-14 21:16:25,570 - mmaction - INFO - Epoch [88][200/1253] lr: 7.500e-05, eta: 3:24:52, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7312, top5_acc: 0.8940, loss_cls: 1.0896, loss: 1.0896, grad_norm: 6.2600 2021-03-14 21:16:37,749 - mmaction - INFO - Epoch [88][220/1253] lr: 7.500e-05, eta: 3:24:36, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7305, top5_acc: 0.8885, loss_cls: 1.1107, loss: 1.1107, grad_norm: 6.3255 2021-03-14 21:16:49,993 - mmaction - INFO - Epoch [88][240/1253] lr: 7.500e-05, eta: 3:24:21, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7260, top5_acc: 0.8862, loss_cls: 1.1188, loss: 1.1188, grad_norm: 6.3354 2021-03-14 21:17:02,418 - mmaction - INFO - Epoch [88][260/1253] lr: 7.500e-05, eta: 3:24:05, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.7406, top5_acc: 0.8911, loss_cls: 1.0766, loss: 1.0766, grad_norm: 6.2076 2021-03-14 21:17:14,819 - mmaction - INFO - Epoch [88][280/1253] lr: 7.500e-05, eta: 3:23:49, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7281, top5_acc: 0.8841, loss_cls: 1.1149, loss: 1.1149, grad_norm: 6.2632 2021-03-14 21:17:27,030 - mmaction - INFO - Epoch [88][300/1253] lr: 7.500e-05, eta: 3:23:34, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7107, top5_acc: 0.8740, loss_cls: 1.1796, loss: 1.1796, grad_norm: 6.4874 2021-03-14 21:17:39,318 - mmaction - INFO - Epoch [88][320/1253] lr: 7.500e-05, eta: 3:23:18, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7253, top5_acc: 0.8971, loss_cls: 1.1094, loss: 1.1094, grad_norm: 6.2917 2021-03-14 21:17:51,598 - mmaction - INFO - Epoch [88][340/1253] lr: 7.500e-05, eta: 3:23:02, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7120, top5_acc: 0.8880, loss_cls: 1.1418, loss: 1.1418, grad_norm: 6.3371 2021-03-14 21:18:03,934 - mmaction - INFO - Epoch [88][360/1253] lr: 7.500e-05, eta: 3:22:46, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7268, top5_acc: 0.8992, loss_cls: 1.0779, loss: 1.0779, grad_norm: 6.2418 2021-03-14 21:18:16,165 - mmaction - INFO - Epoch [88][380/1253] lr: 7.500e-05, eta: 3:22:31, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7255, top5_acc: 0.8820, loss_cls: 1.1573, loss: 1.1573, grad_norm: 6.3701 2021-03-14 21:18:28,408 - mmaction - INFO - Epoch [88][400/1253] lr: 7.500e-05, eta: 3:22:15, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7250, top5_acc: 0.8841, loss_cls: 1.1216, loss: 1.1216, grad_norm: 6.3117 2021-03-14 21:18:40,686 - mmaction - INFO - Epoch [88][420/1253] lr: 7.500e-05, eta: 3:21:59, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7154, top5_acc: 0.8906, loss_cls: 1.1327, loss: 1.1327, grad_norm: 6.4600 2021-03-14 21:18:52,982 - mmaction - INFO - Epoch [88][440/1253] lr: 7.500e-05, eta: 3:21:44, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8885, loss_cls: 1.1255, loss: 1.1255, grad_norm: 6.3847 2021-03-14 21:19:05,230 - mmaction - INFO - Epoch [88][460/1253] lr: 7.500e-05, eta: 3:21:28, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7307, top5_acc: 0.8938, loss_cls: 1.0827, loss: 1.0827, grad_norm: 6.2528 2021-03-14 21:19:17,500 - mmaction - INFO - Epoch [88][480/1253] lr: 7.500e-05, eta: 3:21:12, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7271, top5_acc: 0.8794, loss_cls: 1.1564, loss: 1.1564, grad_norm: 6.4005 2021-03-14 21:19:29,729 - mmaction - INFO - Epoch [88][500/1253] lr: 7.500e-05, eta: 3:20:57, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7333, top5_acc: 0.8917, loss_cls: 1.1025, loss: 1.1025, grad_norm: 6.2842 2021-03-14 21:19:42,112 - mmaction - INFO - Epoch [88][520/1253] lr: 7.500e-05, eta: 3:20:41, time: 0.619, data_time: 0.009, memory: 8809, top1_acc: 0.7302, top5_acc: 0.8938, loss_cls: 1.0828, loss: 1.0828, grad_norm: 6.2995 2021-03-14 21:19:54,304 - mmaction - INFO - Epoch [88][540/1253] lr: 7.500e-05, eta: 3:20:25, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7333, top5_acc: 0.8987, loss_cls: 1.1008, loss: 1.1008, grad_norm: 6.2720 2021-03-14 21:20:06,577 - mmaction - INFO - Epoch [88][560/1253] lr: 7.500e-05, eta: 3:20:09, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7214, top5_acc: 0.8844, loss_cls: 1.1576, loss: 1.1576, grad_norm: 6.4283 2021-03-14 21:20:18,811 - mmaction - INFO - Epoch [88][580/1253] lr: 7.500e-05, eta: 3:19:54, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7461, top5_acc: 0.8969, loss_cls: 1.0653, loss: 1.0653, grad_norm: 6.1333 2021-03-14 21:20:31,092 - mmaction - INFO - Epoch [88][600/1253] lr: 7.500e-05, eta: 3:19:38, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7203, top5_acc: 0.8919, loss_cls: 1.1355, loss: 1.1355, grad_norm: 6.3513 2021-03-14 21:20:43,328 - mmaction - INFO - Epoch [88][620/1253] lr: 7.500e-05, eta: 3:19:22, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7219, top5_acc: 0.8833, loss_cls: 1.1286, loss: 1.1286, grad_norm: 6.2756 2021-03-14 21:20:55,643 - mmaction - INFO - Epoch [88][640/1253] lr: 7.500e-05, eta: 3:19:07, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7227, top5_acc: 0.8857, loss_cls: 1.1403, loss: 1.1403, grad_norm: 6.3169 2021-03-14 21:21:07,957 - mmaction - INFO - Epoch [88][660/1253] lr: 7.500e-05, eta: 3:18:51, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8849, loss_cls: 1.1586, loss: 1.1586, grad_norm: 6.3918 2021-03-14 21:21:20,248 - mmaction - INFO - Epoch [88][680/1253] lr: 7.500e-05, eta: 3:18:35, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7234, top5_acc: 0.8771, loss_cls: 1.1675, loss: 1.1675, grad_norm: 6.3727 2021-03-14 21:21:32,586 - mmaction - INFO - Epoch [88][700/1253] lr: 7.500e-05, eta: 3:18:20, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7266, top5_acc: 0.8857, loss_cls: 1.1240, loss: 1.1240, grad_norm: 6.3645 2021-03-14 21:21:44,912 - mmaction - INFO - Epoch [88][720/1253] lr: 7.500e-05, eta: 3:18:04, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7333, top5_acc: 0.8992, loss_cls: 1.0947, loss: 1.0947, grad_norm: 6.2756 2021-03-14 21:21:57,266 - mmaction - INFO - Epoch [88][740/1253] lr: 7.500e-05, eta: 3:17:48, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7253, top5_acc: 0.8898, loss_cls: 1.1312, loss: 1.1312, grad_norm: 6.4618 2021-03-14 21:22:09,419 - mmaction - INFO - Epoch [88][760/1253] lr: 7.500e-05, eta: 3:17:32, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7294, top5_acc: 0.8883, loss_cls: 1.1174, loss: 1.1174, grad_norm: 6.3955 2021-03-14 21:22:21,775 - mmaction - INFO - Epoch [88][780/1253] lr: 7.500e-05, eta: 3:17:17, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7312, top5_acc: 0.8935, loss_cls: 1.1055, loss: 1.1055, grad_norm: 6.3267 2021-03-14 21:22:34,118 - mmaction - INFO - Epoch [88][800/1253] lr: 7.500e-05, eta: 3:17:01, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7297, top5_acc: 0.8922, loss_cls: 1.0988, loss: 1.0988, grad_norm: 6.2647 2021-03-14 21:22:46,280 - mmaction - INFO - Epoch [88][820/1253] lr: 7.500e-05, eta: 3:16:45, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7279, top5_acc: 0.8917, loss_cls: 1.0992, loss: 1.0992, grad_norm: 6.3191 2021-03-14 21:22:58,575 - mmaction - INFO - Epoch [88][840/1253] lr: 7.500e-05, eta: 3:16:30, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8849, loss_cls: 1.1625, loss: 1.1625, grad_norm: 6.5397 2021-03-14 21:23:10,940 - mmaction - INFO - Epoch [88][860/1253] lr: 7.500e-05, eta: 3:16:14, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7281, top5_acc: 0.8891, loss_cls: 1.1173, loss: 1.1173, grad_norm: 6.2401 2021-03-14 21:23:23,356 - mmaction - INFO - Epoch [88][880/1253] lr: 7.500e-05, eta: 3:15:58, time: 0.622, data_time: 0.003, memory: 8809, top1_acc: 0.7372, top5_acc: 0.8854, loss_cls: 1.1092, loss: 1.1092, grad_norm: 6.2205 2021-03-14 21:23:35,686 - mmaction - INFO - Epoch [88][900/1253] lr: 7.500e-05, eta: 3:15:43, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8831, loss_cls: 1.1694, loss: 1.1694, grad_norm: 6.4387 2021-03-14 21:23:48,055 - mmaction - INFO - Epoch [88][920/1253] lr: 7.500e-05, eta: 3:15:27, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7279, top5_acc: 0.8872, loss_cls: 1.1000, loss: 1.1000, grad_norm: 6.2697 2021-03-14 21:24:00,399 - mmaction - INFO - Epoch [88][940/1253] lr: 7.500e-05, eta: 3:15:11, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8807, loss_cls: 1.1280, loss: 1.1280, grad_norm: 6.3383 2021-03-14 21:24:12,732 - mmaction - INFO - Epoch [88][960/1253] lr: 7.500e-05, eta: 3:14:56, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7281, top5_acc: 0.8924, loss_cls: 1.1079, loss: 1.1079, grad_norm: 6.3120 2021-03-14 21:24:25,128 - mmaction - INFO - Epoch [88][980/1253] lr: 7.500e-05, eta: 3:14:40, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.7372, top5_acc: 0.8906, loss_cls: 1.0779, loss: 1.0779, grad_norm: 6.1408 2021-03-14 21:24:37,484 - mmaction - INFO - Epoch [88][1000/1253] lr: 7.500e-05, eta: 3:14:24, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7286, top5_acc: 0.8823, loss_cls: 1.1043, loss: 1.1043, grad_norm: 6.2714 2021-03-14 21:24:49,814 - mmaction - INFO - Epoch [88][1020/1253] lr: 7.500e-05, eta: 3:14:09, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7250, top5_acc: 0.8919, loss_cls: 1.1175, loss: 1.1175, grad_norm: 6.2887 2021-03-14 21:25:02,033 - mmaction - INFO - Epoch [88][1040/1253] lr: 7.500e-05, eta: 3:13:53, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7464, top5_acc: 0.9000, loss_cls: 1.0459, loss: 1.0459, grad_norm: 6.1193 2021-03-14 21:25:14,384 - mmaction - INFO - Epoch [88][1060/1253] lr: 7.500e-05, eta: 3:13:37, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7315, top5_acc: 0.8924, loss_cls: 1.1001, loss: 1.1001, grad_norm: 6.3164 2021-03-14 21:25:26,695 - mmaction - INFO - Epoch [88][1080/1253] lr: 7.500e-05, eta: 3:13:22, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7211, top5_acc: 0.8911, loss_cls: 1.1339, loss: 1.1339, grad_norm: 6.4079 2021-03-14 21:25:39,031 - mmaction - INFO - Epoch [88][1100/1253] lr: 7.500e-05, eta: 3:13:06, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7286, top5_acc: 0.8938, loss_cls: 1.1005, loss: 1.1005, grad_norm: 6.2697 2021-03-14 21:25:51,214 - mmaction - INFO - Epoch [88][1120/1253] lr: 7.500e-05, eta: 3:12:50, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7346, top5_acc: 0.8919, loss_cls: 1.0933, loss: 1.0933, grad_norm: 6.2065 2021-03-14 21:26:03,430 - mmaction - INFO - Epoch [88][1140/1253] lr: 7.500e-05, eta: 3:12:35, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7299, top5_acc: 0.8930, loss_cls: 1.1096, loss: 1.1096, grad_norm: 6.3314 2021-03-14 21:26:15,693 - mmaction - INFO - Epoch [88][1160/1253] lr: 7.500e-05, eta: 3:12:19, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7315, top5_acc: 0.8961, loss_cls: 1.0700, loss: 1.0700, grad_norm: 6.2108 2021-03-14 21:26:28,011 - mmaction - INFO - Epoch [88][1180/1253] lr: 7.500e-05, eta: 3:12:03, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7227, top5_acc: 0.8932, loss_cls: 1.1236, loss: 1.1236, grad_norm: 6.4062 2021-03-14 21:26:40,179 - mmaction - INFO - Epoch [88][1200/1253] lr: 7.500e-05, eta: 3:11:48, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7229, top5_acc: 0.8911, loss_cls: 1.1046, loss: 1.1046, grad_norm: 6.4349 2021-03-14 21:26:52,505 - mmaction - INFO - Epoch [88][1220/1253] lr: 7.500e-05, eta: 3:11:32, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8857, loss_cls: 1.1358, loss: 1.1358, grad_norm: 6.3847 2021-03-14 21:27:04,834 - mmaction - INFO - Epoch [88][1240/1253] lr: 7.500e-05, eta: 3:11:16, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7419, top5_acc: 0.9018, loss_cls: 1.0411, loss: 1.0411, grad_norm: 6.2586 2021-03-14 21:30:39,419 - mmaction - INFO - Epoch [89][20/1253] lr: 7.500e-05, eta: 3:11:16, time: 10.245, data_time: 9.630, memory: 8809, top1_acc: 0.7260, top5_acc: 0.8862, loss_cls: 1.1456, loss: 1.1456, grad_norm: 6.3589 2021-03-14 21:30:51,712 - mmaction - INFO - Epoch [89][40/1253] lr: 7.500e-05, eta: 3:11:00, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7172, top5_acc: 0.8839, loss_cls: 1.1488, loss: 1.1488, grad_norm: 6.4369 2021-03-14 21:31:03,970 - mmaction - INFO - Epoch [89][60/1253] lr: 7.500e-05, eta: 3:10:44, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7409, top5_acc: 0.9018, loss_cls: 1.0555, loss: 1.0555, grad_norm: 6.1240 2021-03-14 21:31:16,166 - mmaction - INFO - Epoch [89][80/1253] lr: 7.500e-05, eta: 3:10:29, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7247, top5_acc: 0.8883, loss_cls: 1.1241, loss: 1.1241, grad_norm: 6.3159 2021-03-14 21:31:28,551 - mmaction - INFO - Epoch [89][100/1253] lr: 7.500e-05, eta: 3:10:13, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7201, top5_acc: 0.8891, loss_cls: 1.1307, loss: 1.1307, grad_norm: 6.4133 2021-03-14 21:31:40,834 - mmaction - INFO - Epoch [89][120/1253] lr: 7.500e-05, eta: 3:09:57, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7216, top5_acc: 0.8872, loss_cls: 1.1256, loss: 1.1256, grad_norm: 6.2839 2021-03-14 21:31:53,119 - mmaction - INFO - Epoch [89][140/1253] lr: 7.500e-05, eta: 3:09:42, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7161, top5_acc: 0.8872, loss_cls: 1.1372, loss: 1.1372, grad_norm: 6.3822 2021-03-14 21:32:05,486 - mmaction - INFO - Epoch [89][160/1253] lr: 7.500e-05, eta: 3:09:26, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.7349, top5_acc: 0.8919, loss_cls: 1.0861, loss: 1.0861, grad_norm: 6.3039 2021-03-14 21:32:17,800 - mmaction - INFO - Epoch [89][180/1253] lr: 7.500e-05, eta: 3:09:10, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7190, top5_acc: 0.8875, loss_cls: 1.1298, loss: 1.1298, grad_norm: 6.3499 2021-03-14 21:32:30,127 - mmaction - INFO - Epoch [89][200/1253] lr: 7.500e-05, eta: 3:08:55, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7253, top5_acc: 0.8818, loss_cls: 1.1302, loss: 1.1302, grad_norm: 6.3615 2021-03-14 21:32:42,393 - mmaction - INFO - Epoch [89][220/1253] lr: 7.500e-05, eta: 3:08:39, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7268, top5_acc: 0.8911, loss_cls: 1.1074, loss: 1.1074, grad_norm: 6.3009 2021-03-14 21:32:54,656 - mmaction - INFO - Epoch [89][240/1253] lr: 7.500e-05, eta: 3:08:23, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7242, top5_acc: 0.8935, loss_cls: 1.0986, loss: 1.0986, grad_norm: 6.3553 2021-03-14 21:33:06,921 - mmaction - INFO - Epoch [89][260/1253] lr: 7.500e-05, eta: 3:08:07, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7276, top5_acc: 0.8870, loss_cls: 1.0869, loss: 1.0869, grad_norm: 6.2737 2021-03-14 21:33:19,205 - mmaction - INFO - Epoch [89][280/1253] lr: 7.500e-05, eta: 3:07:52, time: 0.615, data_time: 0.004, memory: 8809, top1_acc: 0.7229, top5_acc: 0.8932, loss_cls: 1.0989, loss: 1.0989, grad_norm: 6.2418 2021-03-14 21:33:31,446 - mmaction - INFO - Epoch [89][300/1253] lr: 7.500e-05, eta: 3:07:36, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7328, top5_acc: 0.8846, loss_cls: 1.1260, loss: 1.1260, grad_norm: 6.3048 2021-03-14 21:33:43,749 - mmaction - INFO - Epoch [89][320/1253] lr: 7.500e-05, eta: 3:07:20, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7289, top5_acc: 0.8945, loss_cls: 1.0931, loss: 1.0931, grad_norm: 6.2779 2021-03-14 21:33:56,127 - mmaction - INFO - Epoch [89][340/1253] lr: 7.500e-05, eta: 3:07:05, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7182, top5_acc: 0.8826, loss_cls: 1.1608, loss: 1.1608, grad_norm: 6.4660 2021-03-14 21:34:08,426 - mmaction - INFO - Epoch [89][360/1253] lr: 7.500e-05, eta: 3:06:49, time: 0.617, data_time: 0.004, memory: 8809, top1_acc: 0.7229, top5_acc: 0.8810, loss_cls: 1.1418, loss: 1.1418, grad_norm: 6.4061 2021-03-14 21:34:20,766 - mmaction - INFO - Epoch [89][380/1253] lr: 7.500e-05, eta: 3:06:33, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7250, top5_acc: 0.8854, loss_cls: 1.1419, loss: 1.1419, grad_norm: 6.4689 2021-03-14 21:34:33,025 - mmaction - INFO - Epoch [89][400/1253] lr: 7.500e-05, eta: 3:06:18, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7227, top5_acc: 0.8865, loss_cls: 1.1274, loss: 1.1274, grad_norm: 6.4025 2021-03-14 21:34:45,231 - mmaction - INFO - Epoch [89][420/1253] lr: 7.500e-05, eta: 3:06:02, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7417, top5_acc: 0.8940, loss_cls: 1.0664, loss: 1.0664, grad_norm: 6.1061 2021-03-14 21:34:57,426 - mmaction - INFO - Epoch [89][440/1253] lr: 7.500e-05, eta: 3:05:46, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7344, top5_acc: 0.8878, loss_cls: 1.1025, loss: 1.1025, grad_norm: 6.3055 2021-03-14 21:35:09,771 - mmaction - INFO - Epoch [89][460/1253] lr: 7.500e-05, eta: 3:05:31, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7245, top5_acc: 0.8870, loss_cls: 1.1027, loss: 1.1027, grad_norm: 6.3194 2021-03-14 21:35:22,158 - mmaction - INFO - Epoch [89][480/1253] lr: 7.500e-05, eta: 3:05:15, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7289, top5_acc: 0.8901, loss_cls: 1.1066, loss: 1.1066, grad_norm: 6.3721 2021-03-14 21:35:34,375 - mmaction - INFO - Epoch [89][500/1253] lr: 7.500e-05, eta: 3:04:59, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7297, top5_acc: 0.8880, loss_cls: 1.1083, loss: 1.1083, grad_norm: 6.3036 2021-03-14 21:35:46,731 - mmaction - INFO - Epoch [89][520/1253] lr: 7.500e-05, eta: 3:04:44, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.7247, top5_acc: 0.8885, loss_cls: 1.1232, loss: 1.1232, grad_norm: 6.3702 2021-03-14 21:35:59,148 - mmaction - INFO - Epoch [89][540/1253] lr: 7.500e-05, eta: 3:04:28, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.7172, top5_acc: 0.8862, loss_cls: 1.1573, loss: 1.1573, grad_norm: 6.4359 2021-03-14 21:36:11,325 - mmaction - INFO - Epoch [89][560/1253] lr: 7.500e-05, eta: 3:04:12, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7245, top5_acc: 0.8919, loss_cls: 1.1265, loss: 1.1265, grad_norm: 6.3628 2021-03-14 21:36:23,663 - mmaction - INFO - Epoch [89][580/1253] lr: 7.500e-05, eta: 3:03:57, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7130, top5_acc: 0.8901, loss_cls: 1.1171, loss: 1.1171, grad_norm: 6.3492 2021-03-14 21:36:35,903 - mmaction - INFO - Epoch [89][600/1253] lr: 7.500e-05, eta: 3:03:41, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7385, top5_acc: 0.8901, loss_cls: 1.1059, loss: 1.1059, grad_norm: 6.2549 2021-03-14 21:36:48,160 - mmaction - INFO - Epoch [89][620/1253] lr: 7.500e-05, eta: 3:03:25, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7206, top5_acc: 0.8862, loss_cls: 1.1263, loss: 1.1263, grad_norm: 6.3682 2021-03-14 21:37:00,500 - mmaction - INFO - Epoch [89][640/1253] lr: 7.500e-05, eta: 3:03:10, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.1065, loss: 1.1065, grad_norm: 6.3477 2021-03-14 21:37:12,703 - mmaction - INFO - Epoch [89][660/1253] lr: 7.500e-05, eta: 3:02:54, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7229, top5_acc: 0.8935, loss_cls: 1.1276, loss: 1.1276, grad_norm: 6.4254 2021-03-14 21:37:25,020 - mmaction - INFO - Epoch [89][680/1253] lr: 7.500e-05, eta: 3:02:39, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7333, top5_acc: 0.8911, loss_cls: 1.1044, loss: 1.1044, grad_norm: 6.2432 2021-03-14 21:37:37,230 - mmaction - INFO - Epoch [89][700/1253] lr: 7.500e-05, eta: 3:02:23, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7172, top5_acc: 0.8789, loss_cls: 1.1709, loss: 1.1709, grad_norm: 6.4014 2021-03-14 21:37:49,523 - mmaction - INFO - Epoch [89][720/1253] lr: 7.500e-05, eta: 3:02:07, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7214, top5_acc: 0.8854, loss_cls: 1.1361, loss: 1.1361, grad_norm: 6.3816 2021-03-14 21:38:01,738 - mmaction - INFO - Epoch [89][740/1253] lr: 7.500e-05, eta: 3:01:52, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7365, top5_acc: 0.8927, loss_cls: 1.0606, loss: 1.0606, grad_norm: 6.1343 2021-03-14 21:38:13,935 - mmaction - INFO - Epoch [89][760/1253] lr: 7.500e-05, eta: 3:01:36, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7255, top5_acc: 0.8844, loss_cls: 1.1481, loss: 1.1481, grad_norm: 6.4048 2021-03-14 21:38:26,213 - mmaction - INFO - Epoch [89][780/1253] lr: 7.500e-05, eta: 3:01:20, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7305, top5_acc: 0.8893, loss_cls: 1.1168, loss: 1.1168, grad_norm: 6.3010 2021-03-14 21:38:38,428 - mmaction - INFO - Epoch [89][800/1253] lr: 7.500e-05, eta: 3:01:05, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7289, top5_acc: 0.8904, loss_cls: 1.1044, loss: 1.1044, grad_norm: 6.3316 2021-03-14 21:38:50,742 - mmaction - INFO - Epoch [89][820/1253] lr: 7.500e-05, eta: 3:00:49, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7203, top5_acc: 0.8911, loss_cls: 1.1143, loss: 1.1143, grad_norm: 6.2690 2021-03-14 21:39:03,034 - mmaction - INFO - Epoch [89][840/1253] lr: 7.500e-05, eta: 3:00:33, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7284, top5_acc: 0.8839, loss_cls: 1.1251, loss: 1.1251, grad_norm: 6.3659 2021-03-14 21:39:15,519 - mmaction - INFO - Epoch [89][860/1253] lr: 7.500e-05, eta: 3:00:18, time: 0.624, data_time: 0.010, memory: 8809, top1_acc: 0.7341, top5_acc: 0.8898, loss_cls: 1.0978, loss: 1.0978, grad_norm: 6.2607 2021-03-14 21:39:27,849 - mmaction - INFO - Epoch [89][880/1253] lr: 7.500e-05, eta: 3:00:02, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8867, loss_cls: 1.1394, loss: 1.1394, grad_norm: 6.3141 2021-03-14 21:39:40,046 - mmaction - INFO - Epoch [89][900/1253] lr: 7.500e-05, eta: 2:59:46, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7286, top5_acc: 0.8833, loss_cls: 1.1325, loss: 1.1325, grad_norm: 6.3719 2021-03-14 21:39:52,282 - mmaction - INFO - Epoch [89][920/1253] lr: 7.500e-05, eta: 2:59:31, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7367, top5_acc: 0.9005, loss_cls: 1.0625, loss: 1.0625, grad_norm: 6.1617 2021-03-14 21:40:04,490 - mmaction - INFO - Epoch [89][940/1253] lr: 7.500e-05, eta: 2:59:15, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7216, top5_acc: 0.8862, loss_cls: 1.1537, loss: 1.1537, grad_norm: 6.4014 2021-03-14 21:40:16,772 - mmaction - INFO - Epoch [89][960/1253] lr: 7.500e-05, eta: 2:58:59, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7276, top5_acc: 0.8893, loss_cls: 1.1238, loss: 1.1238, grad_norm: 6.3047 2021-03-14 21:40:29,093 - mmaction - INFO - Epoch [89][980/1253] lr: 7.500e-05, eta: 2:58:44, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7299, top5_acc: 0.8911, loss_cls: 1.1017, loss: 1.1017, grad_norm: 6.3158 2021-03-14 21:40:41,442 - mmaction - INFO - Epoch [89][1000/1253] lr: 7.500e-05, eta: 2:58:28, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7380, top5_acc: 0.8919, loss_cls: 1.1086, loss: 1.1086, grad_norm: 6.2720 2021-03-14 21:40:53,842 - mmaction - INFO - Epoch [89][1020/1253] lr: 7.500e-05, eta: 2:58:13, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7255, top5_acc: 0.8919, loss_cls: 1.1309, loss: 1.1309, grad_norm: 6.3371 2021-03-14 21:41:06,230 - mmaction - INFO - Epoch [89][1040/1253] lr: 7.500e-05, eta: 2:57:57, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7339, top5_acc: 0.8953, loss_cls: 1.0967, loss: 1.0967, grad_norm: 6.3258 2021-03-14 21:41:18,572 - mmaction - INFO - Epoch [89][1060/1253] lr: 7.500e-05, eta: 2:57:41, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7339, top5_acc: 0.8891, loss_cls: 1.0738, loss: 1.0738, grad_norm: 6.2333 2021-03-14 21:41:30,899 - mmaction - INFO - Epoch [89][1080/1253] lr: 7.500e-05, eta: 2:57:26, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7341, top5_acc: 0.8961, loss_cls: 1.0687, loss: 1.0687, grad_norm: 6.2445 2021-03-14 21:41:43,189 - mmaction - INFO - Epoch [89][1100/1253] lr: 7.500e-05, eta: 2:57:10, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7255, top5_acc: 0.8833, loss_cls: 1.1389, loss: 1.1389, grad_norm: 6.3056 2021-03-14 21:41:55,430 - mmaction - INFO - Epoch [89][1120/1253] lr: 7.500e-05, eta: 2:56:54, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7362, top5_acc: 0.8984, loss_cls: 1.0641, loss: 1.0641, grad_norm: 6.2377 2021-03-14 21:42:07,762 - mmaction - INFO - Epoch [89][1140/1253] lr: 7.500e-05, eta: 2:56:39, time: 0.618, data_time: 0.004, memory: 8809, top1_acc: 0.7299, top5_acc: 0.8971, loss_cls: 1.0924, loss: 1.0924, grad_norm: 6.2310 2021-03-14 21:42:20,095 - mmaction - INFO - Epoch [89][1160/1253] lr: 7.500e-05, eta: 2:56:23, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7430, top5_acc: 0.8964, loss_cls: 1.0874, loss: 1.0874, grad_norm: 6.2055 2021-03-14 21:42:32,435 - mmaction - INFO - Epoch [89][1180/1253] lr: 7.500e-05, eta: 2:56:08, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7276, top5_acc: 0.8854, loss_cls: 1.1251, loss: 1.1251, grad_norm: 6.3445 2021-03-14 21:42:44,648 - mmaction - INFO - Epoch [89][1200/1253] lr: 7.500e-05, eta: 2:55:52, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7380, top5_acc: 0.9000, loss_cls: 1.0712, loss: 1.0712, grad_norm: 6.1201 2021-03-14 21:42:56,978 - mmaction - INFO - Epoch [89][1220/1253] lr: 7.500e-05, eta: 2:55:36, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8862, loss_cls: 1.1285, loss: 1.1285, grad_norm: 6.3130 2021-03-14 21:43:09,283 - mmaction - INFO - Epoch [89][1240/1253] lr: 7.500e-05, eta: 2:55:21, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7370, top5_acc: 0.8893, loss_cls: 1.0866, loss: 1.0866, grad_norm: 6.1939 2021-03-14 21:46:45,429 - mmaction - INFO - Epoch [90][20/1253] lr: 7.500e-05, eta: 2:55:18, time: 10.327, data_time: 9.614, memory: 8809, top1_acc: 0.7250, top5_acc: 0.8885, loss_cls: 1.1207, loss: 1.1207, grad_norm: 6.4015 2021-03-14 21:46:57,560 - mmaction - INFO - Epoch [90][40/1253] lr: 7.500e-05, eta: 2:55:02, time: 0.607, data_time: 0.003, memory: 8809, top1_acc: 0.7312, top5_acc: 0.8987, loss_cls: 1.0775, loss: 1.0775, grad_norm: 6.2919 2021-03-14 21:47:09,787 - mmaction - INFO - Epoch [90][60/1253] lr: 7.500e-05, eta: 2:54:47, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7234, top5_acc: 0.8917, loss_cls: 1.1124, loss: 1.1124, grad_norm: 6.3007 2021-03-14 21:47:21,918 - mmaction - INFO - Epoch [90][80/1253] lr: 7.500e-05, eta: 2:54:31, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.7284, top5_acc: 0.8888, loss_cls: 1.0975, loss: 1.0975, grad_norm: 6.2656 2021-03-14 21:47:34,212 - mmaction - INFO - Epoch [90][100/1253] lr: 7.500e-05, eta: 2:54:15, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8865, loss_cls: 1.1213, loss: 1.1213, grad_norm: 6.2815 2021-03-14 21:47:46,511 - mmaction - INFO - Epoch [90][120/1253] lr: 7.500e-05, eta: 2:54:00, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7294, top5_acc: 0.8909, loss_cls: 1.1147, loss: 1.1147, grad_norm: 6.3368 2021-03-14 21:47:58,722 - mmaction - INFO - Epoch [90][140/1253] lr: 7.500e-05, eta: 2:53:44, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7380, top5_acc: 0.8964, loss_cls: 1.0898, loss: 1.0898, grad_norm: 6.2242 2021-03-14 21:48:11,033 - mmaction - INFO - Epoch [90][160/1253] lr: 7.500e-05, eta: 2:53:28, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7245, top5_acc: 0.8953, loss_cls: 1.0926, loss: 1.0926, grad_norm: 6.3229 2021-03-14 21:48:23,198 - mmaction - INFO - Epoch [90][180/1253] lr: 7.500e-05, eta: 2:53:13, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7266, top5_acc: 0.8932, loss_cls: 1.1135, loss: 1.1135, grad_norm: 6.3091 2021-03-14 21:48:35,482 - mmaction - INFO - Epoch [90][200/1253] lr: 7.500e-05, eta: 2:52:57, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7266, top5_acc: 0.8927, loss_cls: 1.1278, loss: 1.1278, grad_norm: 6.3880 2021-03-14 21:48:47,749 - mmaction - INFO - Epoch [90][220/1253] lr: 7.500e-05, eta: 2:52:41, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7297, top5_acc: 0.8859, loss_cls: 1.1382, loss: 1.1382, grad_norm: 6.2835 2021-03-14 21:48:59,903 - mmaction - INFO - Epoch [90][240/1253] lr: 7.500e-05, eta: 2:52:26, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.7294, top5_acc: 0.8943, loss_cls: 1.0972, loss: 1.0972, grad_norm: 6.3880 2021-03-14 21:49:12,186 - mmaction - INFO - Epoch [90][260/1253] lr: 7.500e-05, eta: 2:52:10, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7331, top5_acc: 0.8930, loss_cls: 1.0828, loss: 1.0828, grad_norm: 6.1963 2021-03-14 21:49:24,366 - mmaction - INFO - Epoch [90][280/1253] lr: 7.500e-05, eta: 2:51:54, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.7201, top5_acc: 0.8854, loss_cls: 1.1090, loss: 1.1090, grad_norm: 6.3701 2021-03-14 21:49:36,612 - mmaction - INFO - Epoch [90][300/1253] lr: 7.500e-05, eta: 2:51:39, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7448, top5_acc: 0.8997, loss_cls: 1.0345, loss: 1.0345, grad_norm: 6.0463 2021-03-14 21:49:48,849 - mmaction - INFO - Epoch [90][320/1253] lr: 7.500e-05, eta: 2:51:23, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7253, top5_acc: 0.8888, loss_cls: 1.1211, loss: 1.1211, grad_norm: 6.2983 2021-03-14 21:50:01,133 - mmaction - INFO - Epoch [90][340/1253] lr: 7.500e-05, eta: 2:51:08, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.1204, loss: 1.1204, grad_norm: 6.2833 2021-03-14 21:50:13,344 - mmaction - INFO - Epoch [90][360/1253] lr: 7.500e-05, eta: 2:50:52, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7146, top5_acc: 0.8776, loss_cls: 1.1793, loss: 1.1793, grad_norm: 6.4383 2021-03-14 21:50:25,637 - mmaction - INFO - Epoch [90][380/1253] lr: 7.500e-05, eta: 2:50:36, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7344, top5_acc: 0.8935, loss_cls: 1.0793, loss: 1.0793, grad_norm: 6.1934 2021-03-14 21:50:37,887 - mmaction - INFO - Epoch [90][400/1253] lr: 7.500e-05, eta: 2:50:21, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7201, top5_acc: 0.8893, loss_cls: 1.1448, loss: 1.1448, grad_norm: 6.4238 2021-03-14 21:50:50,194 - mmaction - INFO - Epoch [90][420/1253] lr: 7.500e-05, eta: 2:50:05, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7214, top5_acc: 0.8849, loss_cls: 1.1298, loss: 1.1298, grad_norm: 6.3321 2021-03-14 21:51:02,368 - mmaction - INFO - Epoch [90][440/1253] lr: 7.500e-05, eta: 2:49:49, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7430, top5_acc: 0.9003, loss_cls: 1.0512, loss: 1.0512, grad_norm: 6.1114 2021-03-14 21:51:14,664 - mmaction - INFO - Epoch [90][460/1253] lr: 7.500e-05, eta: 2:49:34, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7260, top5_acc: 0.8896, loss_cls: 1.1380, loss: 1.1380, grad_norm: 6.3535 2021-03-14 21:51:26,947 - mmaction - INFO - Epoch [90][480/1253] lr: 7.500e-05, eta: 2:49:18, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7346, top5_acc: 0.8979, loss_cls: 1.0719, loss: 1.0719, grad_norm: 6.2545 2021-03-14 21:51:39,103 - mmaction - INFO - Epoch [90][500/1253] lr: 7.500e-05, eta: 2:49:02, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.7284, top5_acc: 0.8898, loss_cls: 1.1070, loss: 1.1070, grad_norm: 6.2381 2021-03-14 21:51:51,356 - mmaction - INFO - Epoch [90][520/1253] lr: 7.500e-05, eta: 2:48:47, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7151, top5_acc: 0.8883, loss_cls: 1.1400, loss: 1.1400, grad_norm: 6.4043 2021-03-14 21:52:03,675 - mmaction - INFO - Epoch [90][540/1253] lr: 7.500e-05, eta: 2:48:31, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7289, top5_acc: 0.8945, loss_cls: 1.1096, loss: 1.1096, grad_norm: 6.3455 2021-03-14 21:52:15,867 - mmaction - INFO - Epoch [90][560/1253] lr: 7.500e-05, eta: 2:48:16, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7297, top5_acc: 0.8974, loss_cls: 1.0922, loss: 1.0922, grad_norm: 6.2688 2021-03-14 21:52:28,098 - mmaction - INFO - Epoch [90][580/1253] lr: 7.500e-05, eta: 2:48:00, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7214, top5_acc: 0.8792, loss_cls: 1.1369, loss: 1.1369, grad_norm: 6.2998 2021-03-14 21:52:40,354 - mmaction - INFO - Epoch [90][600/1253] lr: 7.500e-05, eta: 2:47:44, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7305, top5_acc: 0.8909, loss_cls: 1.0839, loss: 1.0839, grad_norm: 6.2819 2021-03-14 21:52:52,588 - mmaction - INFO - Epoch [90][620/1253] lr: 7.500e-05, eta: 2:47:29, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7289, top5_acc: 0.8870, loss_cls: 1.1322, loss: 1.1322, grad_norm: 6.3172 2021-03-14 21:53:04,881 - mmaction - INFO - Epoch [90][640/1253] lr: 7.500e-05, eta: 2:47:13, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7339, top5_acc: 0.8919, loss_cls: 1.0915, loss: 1.0915, grad_norm: 6.3432 2021-03-14 21:53:17,232 - mmaction - INFO - Epoch [90][660/1253] lr: 7.500e-05, eta: 2:46:57, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7370, top5_acc: 0.8896, loss_cls: 1.1248, loss: 1.1248, grad_norm: 6.3143 2021-03-14 21:53:29,411 - mmaction - INFO - Epoch [90][680/1253] lr: 7.500e-05, eta: 2:46:42, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8839, loss_cls: 1.1470, loss: 1.1470, grad_norm: 6.4225 2021-03-14 21:53:41,656 - mmaction - INFO - Epoch [90][700/1253] lr: 7.500e-05, eta: 2:46:26, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7273, top5_acc: 0.8901, loss_cls: 1.0988, loss: 1.0988, grad_norm: 6.2459 2021-03-14 21:53:53,903 - mmaction - INFO - Epoch [90][720/1253] lr: 7.500e-05, eta: 2:46:11, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7242, top5_acc: 0.8917, loss_cls: 1.1224, loss: 1.1224, grad_norm: 6.3810 2021-03-14 21:54:06,215 - mmaction - INFO - Epoch [90][740/1253] lr: 7.500e-05, eta: 2:45:55, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7357, top5_acc: 0.8948, loss_cls: 1.0713, loss: 1.0713, grad_norm: 6.3028 2021-03-14 21:54:18,464 - mmaction - INFO - Epoch [90][760/1253] lr: 7.500e-05, eta: 2:45:39, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7297, top5_acc: 0.8995, loss_cls: 1.0783, loss: 1.0783, grad_norm: 6.1948 2021-03-14 21:54:30,804 - mmaction - INFO - Epoch [90][780/1253] lr: 7.500e-05, eta: 2:45:24, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7310, top5_acc: 0.8984, loss_cls: 1.1035, loss: 1.1035, grad_norm: 6.3283 2021-03-14 21:54:42,960 - mmaction - INFO - Epoch [90][800/1253] lr: 7.500e-05, eta: 2:45:08, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7336, top5_acc: 0.8932, loss_cls: 1.1060, loss: 1.1060, grad_norm: 6.2072 2021-03-14 21:54:55,134 - mmaction - INFO - Epoch [90][820/1253] lr: 7.500e-05, eta: 2:44:52, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7159, top5_acc: 0.8917, loss_cls: 1.1296, loss: 1.1296, grad_norm: 6.4478 2021-03-14 21:55:07,326 - mmaction - INFO - Epoch [90][840/1253] lr: 7.500e-05, eta: 2:44:37, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7276, top5_acc: 0.8893, loss_cls: 1.1326, loss: 1.1326, grad_norm: 6.3828 2021-03-14 21:55:19,684 - mmaction - INFO - Epoch [90][860/1253] lr: 7.500e-05, eta: 2:44:21, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7234, top5_acc: 0.8911, loss_cls: 1.1170, loss: 1.1170, grad_norm: 6.3747 2021-03-14 21:55:31,985 - mmaction - INFO - Epoch [90][880/1253] lr: 7.500e-05, eta: 2:44:06, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7214, top5_acc: 0.8870, loss_cls: 1.1440, loss: 1.1440, grad_norm: 6.3966 2021-03-14 21:55:44,189 - mmaction - INFO - Epoch [90][900/1253] lr: 7.500e-05, eta: 2:43:50, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7201, top5_acc: 0.8867, loss_cls: 1.1366, loss: 1.1366, grad_norm: 6.4116 2021-03-14 21:55:56,418 - mmaction - INFO - Epoch [90][920/1253] lr: 7.500e-05, eta: 2:43:34, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7284, top5_acc: 0.8844, loss_cls: 1.1234, loss: 1.1234, grad_norm: 6.2967 2021-03-14 21:56:08,801 - mmaction - INFO - Epoch [90][940/1253] lr: 7.500e-05, eta: 2:43:19, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7216, top5_acc: 0.8839, loss_cls: 1.1386, loss: 1.1386, grad_norm: 6.4789 2021-03-14 21:56:21,041 - mmaction - INFO - Epoch [90][960/1253] lr: 7.500e-05, eta: 2:43:03, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7271, top5_acc: 0.8953, loss_cls: 1.0920, loss: 1.0920, grad_norm: 6.3953 2021-03-14 21:56:33,283 - mmaction - INFO - Epoch [90][980/1253] lr: 7.500e-05, eta: 2:42:48, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8862, loss_cls: 1.1386, loss: 1.1386, grad_norm: 6.3717 2021-03-14 21:56:45,546 - mmaction - INFO - Epoch [90][1000/1253] lr: 7.500e-05, eta: 2:42:32, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7198, top5_acc: 0.8891, loss_cls: 1.1330, loss: 1.1330, grad_norm: 6.3790 2021-03-14 21:56:57,864 - mmaction - INFO - Epoch [90][1020/1253] lr: 7.500e-05, eta: 2:42:16, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7310, top5_acc: 0.8906, loss_cls: 1.1017, loss: 1.1017, grad_norm: 6.2624 2021-03-14 21:57:10,217 - mmaction - INFO - Epoch [90][1040/1253] lr: 7.500e-05, eta: 2:42:01, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7307, top5_acc: 0.8943, loss_cls: 1.0971, loss: 1.0971, grad_norm: 6.4203 2021-03-14 21:57:22,543 - mmaction - INFO - Epoch [90][1060/1253] lr: 7.500e-05, eta: 2:41:45, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7216, top5_acc: 0.8841, loss_cls: 1.1237, loss: 1.1237, grad_norm: 6.3304 2021-03-14 21:57:34,857 - mmaction - INFO - Epoch [90][1080/1253] lr: 7.500e-05, eta: 2:41:30, time: 0.618, data_time: 0.004, memory: 8809, top1_acc: 0.7305, top5_acc: 0.8898, loss_cls: 1.1103, loss: 1.1103, grad_norm: 6.3784 2021-03-14 21:57:47,068 - mmaction - INFO - Epoch [90][1100/1253] lr: 7.500e-05, eta: 2:41:14, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7307, top5_acc: 0.8896, loss_cls: 1.0617, loss: 1.0617, grad_norm: 6.1611 2021-03-14 21:57:59,442 - mmaction - INFO - Epoch [90][1120/1253] lr: 7.500e-05, eta: 2:40:59, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7229, top5_acc: 0.8870, loss_cls: 1.1283, loss: 1.1283, grad_norm: 6.4036 2021-03-14 21:58:11,748 - mmaction - INFO - Epoch [90][1140/1253] lr: 7.500e-05, eta: 2:40:43, time: 0.615, data_time: 0.004, memory: 8809, top1_acc: 0.7109, top5_acc: 0.8909, loss_cls: 1.1498, loss: 1.1498, grad_norm: 6.5008 2021-03-14 21:58:24,000 - mmaction - INFO - Epoch [90][1160/1253] lr: 7.500e-05, eta: 2:40:27, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7292, top5_acc: 0.8911, loss_cls: 1.1030, loss: 1.1030, grad_norm: 6.4641 2021-03-14 21:58:36,402 - mmaction - INFO - Epoch [90][1180/1253] lr: 7.500e-05, eta: 2:40:12, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.7253, top5_acc: 0.8922, loss_cls: 1.0994, loss: 1.0994, grad_norm: 6.3477 2021-03-14 21:58:48,713 - mmaction - INFO - Epoch [90][1200/1253] lr: 7.500e-05, eta: 2:39:56, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7146, top5_acc: 0.8831, loss_cls: 1.1375, loss: 1.1375, grad_norm: 6.4682 2021-03-14 21:59:01,037 - mmaction - INFO - Epoch [90][1220/1253] lr: 7.500e-05, eta: 2:39:41, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7182, top5_acc: 0.8885, loss_cls: 1.1242, loss: 1.1242, grad_norm: 6.3311 2021-03-14 21:59:13,278 - mmaction - INFO - Epoch [90][1240/1253] lr: 7.500e-05, eta: 2:39:25, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7292, top5_acc: 0.8969, loss_cls: 1.1078, loss: 1.1078, grad_norm: 6.3328 2021-03-14 21:59:22,776 - mmaction - INFO - Saving checkpoint at 90 epochs 2021-03-14 22:02:55,688 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-03-14 22:02:56,668 - mmaction - INFO - top1_acc 0.7022 top5_acc 0.8896 2021-03-14 22:02:56,668 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-03-14 22:02:56,708 - mmaction - INFO - mean_acc 0.7021 2021-03-14 22:02:57,614 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_90.pth. 2021-03-14 22:02:57,615 - mmaction - INFO - Best top1_acc is 0.7022 at 90 epoch. 2021-03-14 22:02:57,622 - mmaction - INFO - Epoch(val) [90][1253] top1_acc: 0.7022, top5_acc: 0.8896, mean_class_accuracy: 0.7021 2021-03-14 22:06:21,363 - mmaction - INFO - Epoch [91][20/1253] lr: 7.500e-05, eta: 2:39:20, time: 10.186, data_time: 9.537, memory: 8809, top1_acc: 0.7286, top5_acc: 0.8896, loss_cls: 1.1076, loss: 1.1076, grad_norm: 6.3211 2021-03-14 22:06:33,603 - mmaction - INFO - Epoch [91][40/1253] lr: 7.500e-05, eta: 2:39:04, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7232, top5_acc: 0.8883, loss_cls: 1.1259, loss: 1.1259, grad_norm: 6.3794 2021-03-14 22:06:45,845 - mmaction - INFO - Epoch [91][60/1253] lr: 7.500e-05, eta: 2:38:48, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7297, top5_acc: 0.8945, loss_cls: 1.0930, loss: 1.0930, grad_norm: 6.2968 2021-03-14 22:06:58,078 - mmaction - INFO - Epoch [91][80/1253] lr: 7.500e-05, eta: 2:38:33, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7305, top5_acc: 0.8927, loss_cls: 1.0792, loss: 1.0792, grad_norm: 6.1779 2021-03-14 22:07:10,302 - mmaction - INFO - Epoch [91][100/1253] lr: 7.500e-05, eta: 2:38:17, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7273, top5_acc: 0.8875, loss_cls: 1.1247, loss: 1.1247, grad_norm: 6.2982 2021-03-14 22:07:22,616 - mmaction - INFO - Epoch [91][120/1253] lr: 7.500e-05, eta: 2:38:02, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7406, top5_acc: 0.8958, loss_cls: 1.0667, loss: 1.0667, grad_norm: 6.2011 2021-03-14 22:07:34,874 - mmaction - INFO - Epoch [91][140/1253] lr: 7.500e-05, eta: 2:37:46, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7292, top5_acc: 0.8880, loss_cls: 1.1261, loss: 1.1261, grad_norm: 6.3199 2021-03-14 22:07:47,105 - mmaction - INFO - Epoch [91][160/1253] lr: 7.500e-05, eta: 2:37:30, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7273, top5_acc: 0.8932, loss_cls: 1.0952, loss: 1.0952, grad_norm: 6.2927 2021-03-14 22:07:59,439 - mmaction - INFO - Epoch [91][180/1253] lr: 7.500e-05, eta: 2:37:15, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7305, top5_acc: 0.8911, loss_cls: 1.1059, loss: 1.1059, grad_norm: 6.3236 2021-03-14 22:08:11,767 - mmaction - INFO - Epoch [91][200/1253] lr: 7.500e-05, eta: 2:36:59, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7359, top5_acc: 0.8935, loss_cls: 1.0870, loss: 1.0870, grad_norm: 6.2206 2021-03-14 22:08:24,057 - mmaction - INFO - Epoch [91][220/1253] lr: 7.500e-05, eta: 2:36:44, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7292, top5_acc: 0.8898, loss_cls: 1.1246, loss: 1.1246, grad_norm: 6.4655 2021-03-14 22:08:36,323 - mmaction - INFO - Epoch [91][240/1253] lr: 7.500e-05, eta: 2:36:28, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8823, loss_cls: 1.1491, loss: 1.1491, grad_norm: 6.3938 2021-03-14 22:08:48,672 - mmaction - INFO - Epoch [91][260/1253] lr: 7.500e-05, eta: 2:36:12, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7281, top5_acc: 0.8880, loss_cls: 1.1389, loss: 1.1389, grad_norm: 6.5115 2021-03-14 22:09:00,924 - mmaction - INFO - Epoch [91][280/1253] lr: 7.500e-05, eta: 2:35:57, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7393, top5_acc: 0.8930, loss_cls: 1.0789, loss: 1.0789, grad_norm: 6.2133 2021-03-14 22:09:13,280 - mmaction - INFO - Epoch [91][300/1253] lr: 7.500e-05, eta: 2:35:41, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8867, loss_cls: 1.1511, loss: 1.1511, grad_norm: 6.4753 2021-03-14 22:09:25,490 - mmaction - INFO - Epoch [91][320/1253] lr: 7.500e-05, eta: 2:35:26, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7375, top5_acc: 0.8951, loss_cls: 1.0722, loss: 1.0722, grad_norm: 6.2779 2021-03-14 22:09:37,679 - mmaction - INFO - Epoch [91][340/1253] lr: 7.500e-05, eta: 2:35:10, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7143, top5_acc: 0.8852, loss_cls: 1.1374, loss: 1.1374, grad_norm: 6.4618 2021-03-14 22:09:50,027 - mmaction - INFO - Epoch [91][360/1253] lr: 7.500e-05, eta: 2:34:54, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7273, top5_acc: 0.8917, loss_cls: 1.1204, loss: 1.1204, grad_norm: 6.4540 2021-03-14 22:10:02,313 - mmaction - INFO - Epoch [91][380/1253] lr: 7.500e-05, eta: 2:34:39, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7323, top5_acc: 0.8857, loss_cls: 1.1258, loss: 1.1258, grad_norm: 6.2880 2021-03-14 22:10:14,621 - mmaction - INFO - Epoch [91][400/1253] lr: 7.500e-05, eta: 2:34:23, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7323, top5_acc: 0.8927, loss_cls: 1.0904, loss: 1.0904, grad_norm: 6.3435 2021-03-14 22:10:26,912 - mmaction - INFO - Epoch [91][420/1253] lr: 7.500e-05, eta: 2:34:08, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8807, loss_cls: 1.1557, loss: 1.1557, grad_norm: 6.3645 2021-03-14 22:10:39,278 - mmaction - INFO - Epoch [91][440/1253] lr: 7.500e-05, eta: 2:33:52, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7268, top5_acc: 0.8953, loss_cls: 1.0945, loss: 1.0945, grad_norm: 6.2340 2021-03-14 22:10:51,585 - mmaction - INFO - Epoch [91][460/1253] lr: 7.500e-05, eta: 2:33:36, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8906, loss_cls: 1.1148, loss: 1.1148, grad_norm: 6.2925 2021-03-14 22:11:03,765 - mmaction - INFO - Epoch [91][480/1253] lr: 7.500e-05, eta: 2:33:21, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7172, top5_acc: 0.8831, loss_cls: 1.1372, loss: 1.1372, grad_norm: 6.3340 2021-03-14 22:11:16,050 - mmaction - INFO - Epoch [91][500/1253] lr: 7.500e-05, eta: 2:33:05, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7146, top5_acc: 0.8828, loss_cls: 1.1628, loss: 1.1628, grad_norm: 6.5045 2021-03-14 22:11:28,246 - mmaction - INFO - Epoch [91][520/1253] lr: 7.500e-05, eta: 2:32:50, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1625, loss: 1.1625, grad_norm: 6.4853 2021-03-14 22:11:40,565 - mmaction - INFO - Epoch [91][540/1253] lr: 7.500e-05, eta: 2:32:34, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7255, top5_acc: 0.8854, loss_cls: 1.1202, loss: 1.1202, grad_norm: 6.2485 2021-03-14 22:11:52,854 - mmaction - INFO - Epoch [91][560/1253] lr: 7.500e-05, eta: 2:32:18, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7234, top5_acc: 0.8909, loss_cls: 1.1188, loss: 1.1188, grad_norm: 6.3961 2021-03-14 22:12:05,097 - mmaction - INFO - Epoch [91][580/1253] lr: 7.500e-05, eta: 2:32:03, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8880, loss_cls: 1.1244, loss: 1.1244, grad_norm: 6.4027 2021-03-14 22:12:17,426 - mmaction - INFO - Epoch [91][600/1253] lr: 7.500e-05, eta: 2:31:47, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7333, top5_acc: 0.8862, loss_cls: 1.1227, loss: 1.1227, grad_norm: 6.2877 2021-03-14 22:12:29,745 - mmaction - INFO - Epoch [91][620/1253] lr: 7.500e-05, eta: 2:31:32, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1191, loss: 1.1191, grad_norm: 6.3557 2021-03-14 22:12:42,061 - mmaction - INFO - Epoch [91][640/1253] lr: 7.500e-05, eta: 2:31:16, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7305, top5_acc: 0.8992, loss_cls: 1.0754, loss: 1.0754, grad_norm: 6.2684 2021-03-14 22:12:54,238 - mmaction - INFO - Epoch [91][660/1253] lr: 7.500e-05, eta: 2:31:01, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7195, top5_acc: 0.8867, loss_cls: 1.1382, loss: 1.1382, grad_norm: 6.3816 2021-03-14 22:13:06,535 - mmaction - INFO - Epoch [91][680/1253] lr: 7.500e-05, eta: 2:30:45, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7271, top5_acc: 0.8865, loss_cls: 1.1128, loss: 1.1128, grad_norm: 6.3046 2021-03-14 22:13:18,859 - mmaction - INFO - Epoch [91][700/1253] lr: 7.500e-05, eta: 2:30:29, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7232, top5_acc: 0.8922, loss_cls: 1.1269, loss: 1.1269, grad_norm: 6.4343 2021-03-14 22:13:31,096 - mmaction - INFO - Epoch [91][720/1253] lr: 7.500e-05, eta: 2:30:14, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8906, loss_cls: 1.1299, loss: 1.1299, grad_norm: 6.3850 2021-03-14 22:13:43,547 - mmaction - INFO - Epoch [91][740/1253] lr: 7.500e-05, eta: 2:29:58, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.7362, top5_acc: 0.8909, loss_cls: 1.0888, loss: 1.0888, grad_norm: 6.2493 2021-03-14 22:13:55,834 - mmaction - INFO - Epoch [91][760/1253] lr: 7.500e-05, eta: 2:29:43, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7289, top5_acc: 0.8966, loss_cls: 1.0708, loss: 1.0708, grad_norm: 6.2576 2021-03-14 22:14:08,173 - mmaction - INFO - Epoch [91][780/1253] lr: 7.500e-05, eta: 2:29:27, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7284, top5_acc: 0.8885, loss_cls: 1.1293, loss: 1.1293, grad_norm: 6.4110 2021-03-14 22:14:20,442 - mmaction - INFO - Epoch [91][800/1253] lr: 7.500e-05, eta: 2:29:11, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8961, loss_cls: 1.0869, loss: 1.0869, grad_norm: 6.3270 2021-03-14 22:14:32,819 - mmaction - INFO - Epoch [91][820/1253] lr: 7.500e-05, eta: 2:28:56, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7294, top5_acc: 0.8898, loss_cls: 1.1205, loss: 1.1205, grad_norm: 6.4058 2021-03-14 22:14:45,001 - mmaction - INFO - Epoch [91][840/1253] lr: 7.500e-05, eta: 2:28:40, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7263, top5_acc: 0.8883, loss_cls: 1.1264, loss: 1.1264, grad_norm: 6.3971 2021-03-14 22:14:57,272 - mmaction - INFO - Epoch [91][860/1253] lr: 7.500e-05, eta: 2:28:25, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7263, top5_acc: 0.8839, loss_cls: 1.1400, loss: 1.1400, grad_norm: 6.3437 2021-03-14 22:15:09,396 - mmaction - INFO - Epoch [91][880/1253] lr: 7.500e-05, eta: 2:28:09, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.7344, top5_acc: 0.8906, loss_cls: 1.0866, loss: 1.0866, grad_norm: 6.1242 2021-03-14 22:15:21,686 - mmaction - INFO - Epoch [91][900/1253] lr: 7.500e-05, eta: 2:27:54, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7292, top5_acc: 0.8859, loss_cls: 1.1222, loss: 1.1222, grad_norm: 6.3788 2021-03-14 22:15:33,941 - mmaction - INFO - Epoch [91][920/1253] lr: 7.500e-05, eta: 2:27:38, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7240, top5_acc: 0.8867, loss_cls: 1.1245, loss: 1.1245, grad_norm: 6.3392 2021-03-14 22:15:46,228 - mmaction - INFO - Epoch [91][940/1253] lr: 7.500e-05, eta: 2:27:23, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7401, top5_acc: 0.9016, loss_cls: 1.0568, loss: 1.0568, grad_norm: 6.3201 2021-03-14 22:15:58,447 - mmaction - INFO - Epoch [91][960/1253] lr: 7.500e-05, eta: 2:27:07, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7227, top5_acc: 0.8904, loss_cls: 1.1241, loss: 1.1241, grad_norm: 6.3673 2021-03-14 22:16:10,706 - mmaction - INFO - Epoch [91][980/1253] lr: 7.500e-05, eta: 2:26:51, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7195, top5_acc: 0.8865, loss_cls: 1.1401, loss: 1.1401, grad_norm: 6.3770 2021-03-14 22:16:22,987 - mmaction - INFO - Epoch [91][1000/1253] lr: 7.500e-05, eta: 2:26:36, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7245, top5_acc: 0.8875, loss_cls: 1.1385, loss: 1.1385, grad_norm: 6.4309 2021-03-14 22:16:35,315 - mmaction - INFO - Epoch [91][1020/1253] lr: 7.500e-05, eta: 2:26:20, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.7273, top5_acc: 0.8802, loss_cls: 1.1383, loss: 1.1383, grad_norm: 6.3838 2021-03-14 22:16:47,550 - mmaction - INFO - Epoch [91][1040/1253] lr: 7.500e-05, eta: 2:26:05, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7315, top5_acc: 0.8940, loss_cls: 1.0823, loss: 1.0823, grad_norm: 6.2985 2021-03-14 22:16:59,753 - mmaction - INFO - Epoch [91][1060/1253] lr: 7.500e-05, eta: 2:25:49, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7169, top5_acc: 0.8784, loss_cls: 1.1662, loss: 1.1662, grad_norm: 6.5141 2021-03-14 22:17:12,009 - mmaction - INFO - Epoch [91][1080/1253] lr: 7.500e-05, eta: 2:25:34, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7385, top5_acc: 0.8911, loss_cls: 1.0833, loss: 1.0833, grad_norm: 6.2224 2021-03-14 22:17:24,301 - mmaction - INFO - Epoch [91][1100/1253] lr: 7.500e-05, eta: 2:25:18, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7346, top5_acc: 0.8932, loss_cls: 1.1020, loss: 1.1020, grad_norm: 6.3073 2021-03-14 22:17:36,513 - mmaction - INFO - Epoch [91][1120/1253] lr: 7.500e-05, eta: 2:25:02, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7359, top5_acc: 0.9055, loss_cls: 1.0560, loss: 1.0560, grad_norm: 6.1330 2021-03-14 22:17:48,840 - mmaction - INFO - Epoch [91][1140/1253] lr: 7.500e-05, eta: 2:24:47, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7271, top5_acc: 0.8956, loss_cls: 1.0891, loss: 1.0891, grad_norm: 6.4007 2021-03-14 22:18:01,206 - mmaction - INFO - Epoch [91][1160/1253] lr: 7.500e-05, eta: 2:24:31, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7380, top5_acc: 0.8932, loss_cls: 1.0890, loss: 1.0890, grad_norm: 6.2483 2021-03-14 22:18:13,575 - mmaction - INFO - Epoch [91][1180/1253] lr: 7.500e-05, eta: 2:24:16, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7242, top5_acc: 0.8875, loss_cls: 1.1272, loss: 1.1272, grad_norm: 6.4958 2021-03-14 22:18:25,919 - mmaction - INFO - Epoch [91][1200/1253] lr: 7.500e-05, eta: 2:24:00, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.7292, top5_acc: 0.8904, loss_cls: 1.1018, loss: 1.1018, grad_norm: 6.2687 2021-03-14 22:18:38,140 - mmaction - INFO - Epoch [91][1220/1253] lr: 7.500e-05, eta: 2:23:45, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7281, top5_acc: 0.8940, loss_cls: 1.1070, loss: 1.1070, grad_norm: 6.3873 2021-03-14 22:18:50,339 - mmaction - INFO - Epoch [91][1240/1253] lr: 7.500e-05, eta: 2:23:29, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7341, top5_acc: 0.8888, loss_cls: 1.1096, loss: 1.1096, grad_norm: 6.3082 2021-03-14 22:22:27,082 - mmaction - INFO - Epoch [92][20/1253] lr: 7.500e-05, eta: 2:23:22, time: 10.355, data_time: 9.696, memory: 8809, top1_acc: 0.7237, top5_acc: 0.8859, loss_cls: 1.1254, loss: 1.1254, grad_norm: 6.4180 2021-03-14 22:22:39,360 - mmaction - INFO - Epoch [92][40/1253] lr: 7.500e-05, eta: 2:23:06, time: 0.613, data_time: 0.004, memory: 8809, top1_acc: 0.7276, top5_acc: 0.8904, loss_cls: 1.1359, loss: 1.1359, grad_norm: 6.3468 2021-03-14 22:22:51,504 - mmaction - INFO - Epoch [92][60/1253] lr: 7.500e-05, eta: 2:22:51, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.7419, top5_acc: 0.8922, loss_cls: 1.0595, loss: 1.0595, grad_norm: 6.0467 2021-03-14 22:23:03,768 - mmaction - INFO - Epoch [92][80/1253] lr: 7.500e-05, eta: 2:22:35, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7307, top5_acc: 0.8862, loss_cls: 1.1116, loss: 1.1116, grad_norm: 6.2392 2021-03-14 22:23:15,996 - mmaction - INFO - Epoch [92][100/1253] lr: 7.500e-05, eta: 2:22:20, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7292, top5_acc: 0.8846, loss_cls: 1.1280, loss: 1.1280, grad_norm: 6.3155 2021-03-14 22:23:28,270 - mmaction - INFO - Epoch [92][120/1253] lr: 7.500e-05, eta: 2:22:04, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7391, top5_acc: 0.8924, loss_cls: 1.0887, loss: 1.0887, grad_norm: 6.2077 2021-03-14 22:23:40,498 - mmaction - INFO - Epoch [92][140/1253] lr: 7.500e-05, eta: 2:21:48, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7260, top5_acc: 0.8927, loss_cls: 1.1052, loss: 1.1052, grad_norm: 6.3266 2021-03-14 22:23:52,874 - mmaction - INFO - Epoch [92][160/1253] lr: 7.500e-05, eta: 2:21:33, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8930, loss_cls: 1.1097, loss: 1.1097, grad_norm: 6.4533 2021-03-14 22:24:05,188 - mmaction - INFO - Epoch [92][180/1253] lr: 7.500e-05, eta: 2:21:17, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7271, top5_acc: 0.8919, loss_cls: 1.1088, loss: 1.1088, grad_norm: 6.3522 2021-03-14 22:24:17,412 - mmaction - INFO - Epoch [92][200/1253] lr: 7.500e-05, eta: 2:21:02, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8812, loss_cls: 1.1465, loss: 1.1465, grad_norm: 6.4094 2021-03-14 22:24:29,593 - mmaction - INFO - Epoch [92][220/1253] lr: 7.500e-05, eta: 2:20:46, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7396, top5_acc: 0.8956, loss_cls: 1.0765, loss: 1.0765, grad_norm: 6.2738 2021-03-14 22:24:41,769 - mmaction - INFO - Epoch [92][240/1253] lr: 7.500e-05, eta: 2:20:31, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7365, top5_acc: 0.8924, loss_cls: 1.0849, loss: 1.0849, grad_norm: 6.2404 2021-03-14 22:24:53,978 - mmaction - INFO - Epoch [92][260/1253] lr: 7.500e-05, eta: 2:20:15, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.7294, top5_acc: 0.8896, loss_cls: 1.1046, loss: 1.1046, grad_norm: 6.3287 2021-03-14 22:25:06,226 - mmaction - INFO - Epoch [92][280/1253] lr: 7.500e-05, eta: 2:19:59, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7312, top5_acc: 0.8906, loss_cls: 1.1000, loss: 1.1000, grad_norm: 6.2494 2021-03-14 22:25:18,415 - mmaction - INFO - Epoch [92][300/1253] lr: 7.500e-05, eta: 2:19:44, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7401, top5_acc: 0.8966, loss_cls: 1.0752, loss: 1.0752, grad_norm: 6.2176 2021-03-14 22:25:30,780 - mmaction - INFO - Epoch [92][320/1253] lr: 7.500e-05, eta: 2:19:28, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7341, top5_acc: 0.8979, loss_cls: 1.1114, loss: 1.1114, grad_norm: 6.3344 2021-03-14 22:25:43,146 - mmaction - INFO - Epoch [92][340/1253] lr: 7.500e-05, eta: 2:19:13, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.7266, top5_acc: 0.8943, loss_cls: 1.0967, loss: 1.0967, grad_norm: 6.3681 2021-03-14 22:25:55,467 - mmaction - INFO - Epoch [92][360/1253] lr: 7.500e-05, eta: 2:18:57, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7378, top5_acc: 0.8914, loss_cls: 1.1090, loss: 1.1090, grad_norm: 6.4371 2021-03-14 22:26:07,702 - mmaction - INFO - Epoch [92][380/1253] lr: 7.500e-05, eta: 2:18:42, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7156, top5_acc: 0.8898, loss_cls: 1.1422, loss: 1.1422, grad_norm: 6.4152 2021-03-14 22:26:19,975 - mmaction - INFO - Epoch [92][400/1253] lr: 7.500e-05, eta: 2:18:26, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7305, top5_acc: 0.8893, loss_cls: 1.0949, loss: 1.0949, grad_norm: 6.3049 2021-03-14 22:26:32,211 - mmaction - INFO - Epoch [92][420/1253] lr: 7.500e-05, eta: 2:18:11, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7247, top5_acc: 0.8846, loss_cls: 1.1091, loss: 1.1091, grad_norm: 6.3614 2021-03-14 22:26:44,660 - mmaction - INFO - Epoch [92][440/1253] lr: 7.500e-05, eta: 2:17:55, time: 0.622, data_time: 0.002, memory: 8809, top1_acc: 0.7224, top5_acc: 0.8961, loss_cls: 1.0946, loss: 1.0946, grad_norm: 6.3860 2021-03-14 22:26:57,066 - mmaction - INFO - Epoch [92][460/1253] lr: 7.500e-05, eta: 2:17:39, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.7292, top5_acc: 0.8919, loss_cls: 1.0820, loss: 1.0820, grad_norm: 6.3135 2021-03-14 22:27:09,297 - mmaction - INFO - Epoch [92][480/1253] lr: 7.500e-05, eta: 2:17:24, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7318, top5_acc: 0.8852, loss_cls: 1.1007, loss: 1.1007, grad_norm: 6.3364 2021-03-14 22:27:21,561 - mmaction - INFO - Epoch [92][500/1253] lr: 7.500e-05, eta: 2:17:08, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7323, top5_acc: 0.8932, loss_cls: 1.0871, loss: 1.0871, grad_norm: 6.2823 2021-03-14 22:27:33,838 - mmaction - INFO - Epoch [92][520/1253] lr: 7.500e-05, eta: 2:16:53, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7354, top5_acc: 0.8917, loss_cls: 1.0705, loss: 1.0705, grad_norm: 6.2191 2021-03-14 22:27:46,120 - mmaction - INFO - Epoch [92][540/1253] lr: 7.500e-05, eta: 2:16:37, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7292, top5_acc: 0.8958, loss_cls: 1.1012, loss: 1.1012, grad_norm: 6.3616 2021-03-14 22:27:58,344 - mmaction - INFO - Epoch [92][560/1253] lr: 7.500e-05, eta: 2:16:22, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7307, top5_acc: 0.8945, loss_cls: 1.0902, loss: 1.0902, grad_norm: 6.2897 2021-03-14 22:28:10,618 - mmaction - INFO - Epoch [92][580/1253] lr: 7.500e-05, eta: 2:16:06, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7268, top5_acc: 0.8917, loss_cls: 1.1026, loss: 1.1026, grad_norm: 6.4151 2021-03-14 22:28:22,885 - mmaction - INFO - Epoch [92][600/1253] lr: 7.500e-05, eta: 2:15:51, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7224, top5_acc: 0.8846, loss_cls: 1.1366, loss: 1.1366, grad_norm: 6.3762 2021-03-14 22:28:35,180 - mmaction - INFO - Epoch [92][620/1253] lr: 7.500e-05, eta: 2:15:35, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7328, top5_acc: 0.8885, loss_cls: 1.1121, loss: 1.1121, grad_norm: 6.2850 2021-03-14 22:28:47,418 - mmaction - INFO - Epoch [92][640/1253] lr: 7.500e-05, eta: 2:15:20, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7401, top5_acc: 0.8982, loss_cls: 1.0463, loss: 1.0463, grad_norm: 6.2062 2021-03-14 22:28:59,665 - mmaction - INFO - Epoch [92][660/1253] lr: 7.500e-05, eta: 2:15:04, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7234, top5_acc: 0.8893, loss_cls: 1.1177, loss: 1.1177, grad_norm: 6.3397 2021-03-14 22:29:11,920 - mmaction - INFO - Epoch [92][680/1253] lr: 7.500e-05, eta: 2:14:48, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7393, top5_acc: 0.8990, loss_cls: 1.0291, loss: 1.0291, grad_norm: 6.0924 2021-03-14 22:29:24,178 - mmaction - INFO - Epoch [92][700/1253] lr: 7.500e-05, eta: 2:14:33, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7286, top5_acc: 0.8826, loss_cls: 1.1386, loss: 1.1386, grad_norm: 6.2996 2021-03-14 22:29:36,440 - mmaction - INFO - Epoch [92][720/1253] lr: 7.500e-05, eta: 2:14:17, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7307, top5_acc: 0.8904, loss_cls: 1.0952, loss: 1.0952, grad_norm: 6.2372 2021-03-14 22:29:48,721 - mmaction - INFO - Epoch [92][740/1253] lr: 7.500e-05, eta: 2:14:02, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8885, loss_cls: 1.1149, loss: 1.1149, grad_norm: 6.3312 2021-03-14 22:30:01,000 - mmaction - INFO - Epoch [92][760/1253] lr: 7.500e-05, eta: 2:13:46, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7206, top5_acc: 0.8904, loss_cls: 1.1266, loss: 1.1266, grad_norm: 6.3190 2021-03-14 22:30:13,199 - mmaction - INFO - Epoch [92][780/1253] lr: 7.500e-05, eta: 2:13:31, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7365, top5_acc: 0.8927, loss_cls: 1.1072, loss: 1.1072, grad_norm: 6.3269 2021-03-14 22:30:25,561 - mmaction - INFO - Epoch [92][800/1253] lr: 7.500e-05, eta: 2:13:15, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7250, top5_acc: 0.8924, loss_cls: 1.1006, loss: 1.1006, grad_norm: 6.3176 2021-03-14 22:30:37,861 - mmaction - INFO - Epoch [92][820/1253] lr: 7.500e-05, eta: 2:13:00, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7237, top5_acc: 0.8893, loss_cls: 1.1261, loss: 1.1261, grad_norm: 6.4188 2021-03-14 22:30:50,162 - mmaction - INFO - Epoch [92][840/1253] lr: 7.500e-05, eta: 2:12:44, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7227, top5_acc: 0.8870, loss_cls: 1.1153, loss: 1.1153, grad_norm: 6.3132 2021-03-14 22:31:02,463 - mmaction - INFO - Epoch [92][860/1253] lr: 7.500e-05, eta: 2:12:29, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7180, top5_acc: 0.8857, loss_cls: 1.1502, loss: 1.1502, grad_norm: 6.4473 2021-03-14 22:31:14,811 - mmaction - INFO - Epoch [92][880/1253] lr: 7.500e-05, eta: 2:12:13, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7279, top5_acc: 0.8893, loss_cls: 1.1102, loss: 1.1102, grad_norm: 6.3390 2021-03-14 22:31:27,158 - mmaction - INFO - Epoch [92][900/1253] lr: 7.500e-05, eta: 2:11:58, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7305, top5_acc: 0.8865, loss_cls: 1.1087, loss: 1.1087, grad_norm: 6.2725 2021-03-14 22:31:39,417 - mmaction - INFO - Epoch [92][920/1253] lr: 7.500e-05, eta: 2:11:42, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7273, top5_acc: 0.8896, loss_cls: 1.1010, loss: 1.1010, grad_norm: 6.3523 2021-03-14 22:31:51,679 - mmaction - INFO - Epoch [92][940/1253] lr: 7.500e-05, eta: 2:11:26, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7242, top5_acc: 0.8891, loss_cls: 1.1116, loss: 1.1116, grad_norm: 6.3417 2021-03-14 22:32:03,971 - mmaction - INFO - Epoch [92][960/1253] lr: 7.500e-05, eta: 2:11:11, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7263, top5_acc: 0.8953, loss_cls: 1.1192, loss: 1.1192, grad_norm: 6.3686 2021-03-14 22:32:16,286 - mmaction - INFO - Epoch [92][980/1253] lr: 7.500e-05, eta: 2:10:55, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7203, top5_acc: 0.8893, loss_cls: 1.1211, loss: 1.1211, grad_norm: 6.3648 2021-03-14 22:32:28,470 - mmaction - INFO - Epoch [92][1000/1253] lr: 7.500e-05, eta: 2:10:40, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8872, loss_cls: 1.1453, loss: 1.1453, grad_norm: 6.4726 2021-03-14 22:32:40,706 - mmaction - INFO - Epoch [92][1020/1253] lr: 7.500e-05, eta: 2:10:24, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7336, top5_acc: 0.8880, loss_cls: 1.1204, loss: 1.1204, grad_norm: 6.3745 2021-03-14 22:32:53,060 - mmaction - INFO - Epoch [92][1040/1253] lr: 7.500e-05, eta: 2:10:09, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7349, top5_acc: 0.8948, loss_cls: 1.1105, loss: 1.1105, grad_norm: 6.3031 2021-03-14 22:33:05,285 - mmaction - INFO - Epoch [92][1060/1253] lr: 7.500e-05, eta: 2:09:53, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7096, top5_acc: 0.8836, loss_cls: 1.1446, loss: 1.1446, grad_norm: 6.4213 2021-03-14 22:33:17,560 - mmaction - INFO - Epoch [92][1080/1253] lr: 7.500e-05, eta: 2:09:38, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7279, top5_acc: 0.8846, loss_cls: 1.1465, loss: 1.1465, grad_norm: 6.3382 2021-03-14 22:33:29,841 - mmaction - INFO - Epoch [92][1100/1253] lr: 7.500e-05, eta: 2:09:22, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7237, top5_acc: 0.8839, loss_cls: 1.1474, loss: 1.1474, grad_norm: 6.4172 2021-03-14 22:33:42,007 - mmaction - INFO - Epoch [92][1120/1253] lr: 7.500e-05, eta: 2:09:07, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7378, top5_acc: 0.8870, loss_cls: 1.1101, loss: 1.1101, grad_norm: 6.2563 2021-03-14 22:33:54,310 - mmaction - INFO - Epoch [92][1140/1253] lr: 7.500e-05, eta: 2:08:51, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7216, top5_acc: 0.8867, loss_cls: 1.1350, loss: 1.1350, grad_norm: 6.3862 2021-03-14 22:34:06,512 - mmaction - INFO - Epoch [92][1160/1253] lr: 7.500e-05, eta: 2:08:36, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7310, top5_acc: 0.8958, loss_cls: 1.0915, loss: 1.0915, grad_norm: 6.2440 2021-03-14 22:34:18,735 - mmaction - INFO - Epoch [92][1180/1253] lr: 7.500e-05, eta: 2:08:20, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7362, top5_acc: 0.8911, loss_cls: 1.0904, loss: 1.0904, grad_norm: 6.3545 2021-03-14 22:34:30,972 - mmaction - INFO - Epoch [92][1200/1253] lr: 7.500e-05, eta: 2:08:05, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8919, loss_cls: 1.1008, loss: 1.1008, grad_norm: 6.3044 2021-03-14 22:34:43,195 - mmaction - INFO - Epoch [92][1220/1253] lr: 7.500e-05, eta: 2:07:49, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7273, top5_acc: 0.8799, loss_cls: 1.1247, loss: 1.1247, grad_norm: 6.3564 2021-03-14 22:34:55,498 - mmaction - INFO - Epoch [92][1240/1253] lr: 7.500e-05, eta: 2:07:34, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7237, top5_acc: 0.8914, loss_cls: 1.1286, loss: 1.1286, grad_norm: 6.4680 2021-03-14 22:38:37,795 - mmaction - INFO - Epoch [93][20/1253] lr: 7.500e-05, eta: 2:07:25, time: 10.635, data_time: 9.638, memory: 8809, top1_acc: 0.7107, top5_acc: 0.8883, loss_cls: 1.1625, loss: 1.1625, grad_norm: 6.5014 2021-03-14 22:38:50,157 - mmaction - INFO - Epoch [93][40/1253] lr: 7.500e-05, eta: 2:07:09, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7159, top5_acc: 0.8904, loss_cls: 1.1440, loss: 1.1440, grad_norm: 6.3577 2021-03-14 22:39:02,480 - mmaction - INFO - Epoch [93][60/1253] lr: 7.500e-05, eta: 2:06:54, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8888, loss_cls: 1.1451, loss: 1.1451, grad_norm: 6.4168 2021-03-14 22:39:14,716 - mmaction - INFO - Epoch [93][80/1253] lr: 7.500e-05, eta: 2:06:38, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7370, top5_acc: 0.8943, loss_cls: 1.0730, loss: 1.0730, grad_norm: 6.2986 2021-03-14 22:39:27,043 - mmaction - INFO - Epoch [93][100/1253] lr: 7.500e-05, eta: 2:06:23, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7357, top5_acc: 0.8901, loss_cls: 1.0928, loss: 1.0928, grad_norm: 6.3146 2021-03-14 22:39:39,172 - mmaction - INFO - Epoch [93][120/1253] lr: 7.500e-05, eta: 2:06:07, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.7289, top5_acc: 0.8958, loss_cls: 1.1008, loss: 1.1008, grad_norm: 6.2858 2021-03-14 22:39:51,370 - mmaction - INFO - Epoch [93][140/1253] lr: 7.500e-05, eta: 2:05:51, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7198, top5_acc: 0.8870, loss_cls: 1.1331, loss: 1.1331, grad_norm: 6.4092 2021-03-14 22:40:03,722 - mmaction - INFO - Epoch [93][160/1253] lr: 7.500e-05, eta: 2:05:36, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7339, top5_acc: 0.8977, loss_cls: 1.0675, loss: 1.0675, grad_norm: 6.3230 2021-03-14 22:40:16,056 - mmaction - INFO - Epoch [93][180/1253] lr: 7.500e-05, eta: 2:05:20, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8904, loss_cls: 1.1299, loss: 1.1299, grad_norm: 6.4151 2021-03-14 22:40:28,273 - mmaction - INFO - Epoch [93][200/1253] lr: 7.500e-05, eta: 2:05:05, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7302, top5_acc: 0.8964, loss_cls: 1.0710, loss: 1.0710, grad_norm: 6.2541 2021-03-14 22:40:40,526 - mmaction - INFO - Epoch [93][220/1253] lr: 7.500e-05, eta: 2:04:49, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7294, top5_acc: 0.8852, loss_cls: 1.1162, loss: 1.1162, grad_norm: 6.3132 2021-03-14 22:40:52,635 - mmaction - INFO - Epoch [93][240/1253] lr: 7.500e-05, eta: 2:04:34, time: 0.604, data_time: 0.001, memory: 8809, top1_acc: 0.7378, top5_acc: 0.8961, loss_cls: 1.0928, loss: 1.0928, grad_norm: 6.2788 2021-03-14 22:41:04,874 - mmaction - INFO - Epoch [93][260/1253] lr: 7.500e-05, eta: 2:04:18, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7208, top5_acc: 0.8820, loss_cls: 1.1435, loss: 1.1435, grad_norm: 6.4016 2021-03-14 22:41:17,085 - mmaction - INFO - Epoch [93][280/1253] lr: 7.500e-05, eta: 2:04:03, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8943, loss_cls: 1.1009, loss: 1.1009, grad_norm: 6.4174 2021-03-14 22:41:29,314 - mmaction - INFO - Epoch [93][300/1253] lr: 7.500e-05, eta: 2:03:47, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7266, top5_acc: 0.8961, loss_cls: 1.0879, loss: 1.0879, grad_norm: 6.2646 2021-03-14 22:41:41,488 - mmaction - INFO - Epoch [93][320/1253] lr: 7.500e-05, eta: 2:03:32, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7188, top5_acc: 0.8906, loss_cls: 1.1405, loss: 1.1405, grad_norm: 6.4755 2021-03-14 22:41:53,660 - mmaction - INFO - Epoch [93][340/1253] lr: 7.500e-05, eta: 2:03:16, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7310, top5_acc: 0.8826, loss_cls: 1.1446, loss: 1.1446, grad_norm: 6.4594 2021-03-14 22:42:06,074 - mmaction - INFO - Epoch [93][360/1253] lr: 7.500e-05, eta: 2:03:01, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7388, top5_acc: 0.8932, loss_cls: 1.0706, loss: 1.0706, grad_norm: 6.2670 2021-03-14 22:42:18,423 - mmaction - INFO - Epoch [93][380/1253] lr: 7.500e-05, eta: 2:02:45, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7365, top5_acc: 0.8984, loss_cls: 1.0691, loss: 1.0691, grad_norm: 6.2229 2021-03-14 22:42:30,661 - mmaction - INFO - Epoch [93][400/1253] lr: 7.500e-05, eta: 2:02:30, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7344, top5_acc: 0.8924, loss_cls: 1.0727, loss: 1.0727, grad_norm: 6.2730 2021-03-14 22:42:42,966 - mmaction - INFO - Epoch [93][420/1253] lr: 7.500e-05, eta: 2:02:14, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7195, top5_acc: 0.8836, loss_cls: 1.1506, loss: 1.1506, grad_norm: 6.4128 2021-03-14 22:42:55,260 - mmaction - INFO - Epoch [93][440/1253] lr: 7.500e-05, eta: 2:01:59, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7289, top5_acc: 0.8885, loss_cls: 1.1304, loss: 1.1304, grad_norm: 6.3876 2021-03-14 22:43:07,549 - mmaction - INFO - Epoch [93][460/1253] lr: 7.500e-05, eta: 2:01:43, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7242, top5_acc: 0.8909, loss_cls: 1.1237, loss: 1.1237, grad_norm: 6.3417 2021-03-14 22:43:19,725 - mmaction - INFO - Epoch [93][480/1253] lr: 7.500e-05, eta: 2:01:27, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7385, top5_acc: 0.8945, loss_cls: 1.0717, loss: 1.0717, grad_norm: 6.1771 2021-03-14 22:43:32,058 - mmaction - INFO - Epoch [93][500/1253] lr: 7.500e-05, eta: 2:01:12, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7388, top5_acc: 0.8919, loss_cls: 1.0925, loss: 1.0925, grad_norm: 6.3082 2021-03-14 22:43:44,309 - mmaction - INFO - Epoch [93][520/1253] lr: 7.500e-05, eta: 2:00:56, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8836, loss_cls: 1.1308, loss: 1.1308, grad_norm: 6.3416 2021-03-14 22:43:56,535 - mmaction - INFO - Epoch [93][540/1253] lr: 7.500e-05, eta: 2:00:41, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8755, loss_cls: 1.1471, loss: 1.1471, grad_norm: 6.3755 2021-03-14 22:44:08,704 - mmaction - INFO - Epoch [93][560/1253] lr: 7.500e-05, eta: 2:00:25, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7289, top5_acc: 0.8927, loss_cls: 1.0910, loss: 1.0910, grad_norm: 6.3204 2021-03-14 22:44:21,004 - mmaction - INFO - Epoch [93][580/1253] lr: 7.500e-05, eta: 2:00:10, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7349, top5_acc: 0.8982, loss_cls: 1.0816, loss: 1.0816, grad_norm: 6.2581 2021-03-14 22:44:33,322 - mmaction - INFO - Epoch [93][600/1253] lr: 7.500e-05, eta: 1:59:54, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8854, loss_cls: 1.1224, loss: 1.1224, grad_norm: 6.3657 2021-03-14 22:44:45,701 - mmaction - INFO - Epoch [93][620/1253] lr: 7.500e-05, eta: 1:59:39, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7260, top5_acc: 0.8961, loss_cls: 1.0925, loss: 1.0925, grad_norm: 6.2732 2021-03-14 22:44:57,955 - mmaction - INFO - Epoch [93][640/1253] lr: 7.500e-05, eta: 1:59:23, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7310, top5_acc: 0.8953, loss_cls: 1.0894, loss: 1.0894, grad_norm: 6.2691 2021-03-14 22:45:10,245 - mmaction - INFO - Epoch [93][660/1253] lr: 7.500e-05, eta: 1:59:08, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7365, top5_acc: 0.8909, loss_cls: 1.0795, loss: 1.0795, grad_norm: 6.1967 2021-03-14 22:45:22,433 - mmaction - INFO - Epoch [93][680/1253] lr: 7.500e-05, eta: 1:58:52, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7203, top5_acc: 0.8870, loss_cls: 1.1239, loss: 1.1239, grad_norm: 6.3468 2021-03-14 22:45:34,623 - mmaction - INFO - Epoch [93][700/1253] lr: 7.500e-05, eta: 1:58:37, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7208, top5_acc: 0.8849, loss_cls: 1.1575, loss: 1.1575, grad_norm: 6.4583 2021-03-14 22:45:46,810 - mmaction - INFO - Epoch [93][720/1253] lr: 7.500e-05, eta: 1:58:21, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7177, top5_acc: 0.8854, loss_cls: 1.1506, loss: 1.1506, grad_norm: 6.4331 2021-03-14 22:45:58,961 - mmaction - INFO - Epoch [93][740/1253] lr: 7.500e-05, eta: 1:58:06, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7310, top5_acc: 0.8938, loss_cls: 1.0797, loss: 1.0797, grad_norm: 6.2743 2021-03-14 22:46:11,219 - mmaction - INFO - Epoch [93][760/1253] lr: 7.500e-05, eta: 1:57:50, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8940, loss_cls: 1.1228, loss: 1.1228, grad_norm: 6.4669 2021-03-14 22:46:23,527 - mmaction - INFO - Epoch [93][780/1253] lr: 7.500e-05, eta: 1:57:35, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7328, top5_acc: 0.8826, loss_cls: 1.1214, loss: 1.1214, grad_norm: 6.3666 2021-03-14 22:46:35,782 - mmaction - INFO - Epoch [93][800/1253] lr: 7.500e-05, eta: 1:57:19, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7229, top5_acc: 0.8826, loss_cls: 1.1568, loss: 1.1568, grad_norm: 6.3767 2021-03-14 22:46:48,077 - mmaction - INFO - Epoch [93][820/1253] lr: 7.500e-05, eta: 1:57:04, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7354, top5_acc: 0.8844, loss_cls: 1.1026, loss: 1.1026, grad_norm: 6.3078 2021-03-14 22:47:00,447 - mmaction - INFO - Epoch [93][840/1253] lr: 7.500e-05, eta: 1:56:48, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7365, top5_acc: 0.8935, loss_cls: 1.0759, loss: 1.0759, grad_norm: 6.2635 2021-03-14 22:47:12,716 - mmaction - INFO - Epoch [93][860/1253] lr: 7.500e-05, eta: 1:56:33, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7312, top5_acc: 0.8909, loss_cls: 1.0929, loss: 1.0929, grad_norm: 6.3152 2021-03-14 22:47:25,013 - mmaction - INFO - Epoch [93][880/1253] lr: 7.500e-05, eta: 1:56:17, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7344, top5_acc: 0.8888, loss_cls: 1.0983, loss: 1.0983, grad_norm: 6.2772 2021-03-14 22:47:37,373 - mmaction - INFO - Epoch [93][900/1253] lr: 7.500e-05, eta: 1:56:02, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7365, top5_acc: 0.8930, loss_cls: 1.0605, loss: 1.0605, grad_norm: 6.2176 2021-03-14 22:47:49,706 - mmaction - INFO - Epoch [93][920/1253] lr: 7.500e-05, eta: 1:55:46, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7305, top5_acc: 0.8906, loss_cls: 1.1043, loss: 1.1043, grad_norm: 6.2650 2021-03-14 22:48:01,963 - mmaction - INFO - Epoch [93][940/1253] lr: 7.500e-05, eta: 1:55:31, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7271, top5_acc: 0.8885, loss_cls: 1.1200, loss: 1.1200, grad_norm: 6.3996 2021-03-14 22:48:14,268 - mmaction - INFO - Epoch [93][960/1253] lr: 7.500e-05, eta: 1:55:15, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7195, top5_acc: 0.8872, loss_cls: 1.1357, loss: 1.1357, grad_norm: 6.3923 2021-03-14 22:48:26,590 - mmaction - INFO - Epoch [93][980/1253] lr: 7.500e-05, eta: 1:55:00, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7375, top5_acc: 0.8896, loss_cls: 1.0906, loss: 1.0906, grad_norm: 6.2379 2021-03-14 22:48:38,939 - mmaction - INFO - Epoch [93][1000/1253] lr: 7.500e-05, eta: 1:54:44, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7253, top5_acc: 0.8909, loss_cls: 1.1256, loss: 1.1256, grad_norm: 6.5125 2021-03-14 22:48:51,229 - mmaction - INFO - Epoch [93][1020/1253] lr: 7.500e-05, eta: 1:54:29, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7312, top5_acc: 0.8932, loss_cls: 1.1156, loss: 1.1156, grad_norm: 6.3582 2021-03-14 22:49:03,557 - mmaction - INFO - Epoch [93][1040/1253] lr: 7.500e-05, eta: 1:54:13, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7326, top5_acc: 0.8836, loss_cls: 1.1249, loss: 1.1249, grad_norm: 6.2998 2021-03-14 22:49:15,892 - mmaction - INFO - Epoch [93][1060/1253] lr: 7.500e-05, eta: 1:53:58, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.7284, top5_acc: 0.8964, loss_cls: 1.0907, loss: 1.0907, grad_norm: 6.2893 2021-03-14 22:49:28,054 - mmaction - INFO - Epoch [93][1080/1253] lr: 7.500e-05, eta: 1:53:42, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7297, top5_acc: 0.8854, loss_cls: 1.1098, loss: 1.1098, grad_norm: 6.2881 2021-03-14 22:49:40,360 - mmaction - INFO - Epoch [93][1100/1253] lr: 7.500e-05, eta: 1:53:27, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7247, top5_acc: 0.8883, loss_cls: 1.1162, loss: 1.1162, grad_norm: 6.3566 2021-03-14 22:49:52,601 - mmaction - INFO - Epoch [93][1120/1253] lr: 7.500e-05, eta: 1:53:11, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7380, top5_acc: 0.8951, loss_cls: 1.0893, loss: 1.0893, grad_norm: 6.2773 2021-03-14 22:50:04,770 - mmaction - INFO - Epoch [93][1140/1253] lr: 7.500e-05, eta: 1:52:56, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7266, top5_acc: 0.8878, loss_cls: 1.1307, loss: 1.1307, grad_norm: 6.3939 2021-03-14 22:50:16,993 - mmaction - INFO - Epoch [93][1160/1253] lr: 7.500e-05, eta: 1:52:40, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7180, top5_acc: 0.8875, loss_cls: 1.1396, loss: 1.1396, grad_norm: 6.4865 2021-03-14 22:50:29,186 - mmaction - INFO - Epoch [93][1180/1253] lr: 7.500e-05, eta: 1:52:25, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7326, top5_acc: 0.8943, loss_cls: 1.1025, loss: 1.1025, grad_norm: 6.3933 2021-03-14 22:50:41,420 - mmaction - INFO - Epoch [93][1200/1253] lr: 7.500e-05, eta: 1:52:09, time: 0.612, data_time: 0.007, memory: 8809, top1_acc: 0.7305, top5_acc: 0.8880, loss_cls: 1.1111, loss: 1.1111, grad_norm: 6.3988 2021-03-14 22:50:53,564 - mmaction - INFO - Epoch [93][1220/1253] lr: 7.500e-05, eta: 1:51:54, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.7245, top5_acc: 0.8930, loss_cls: 1.1237, loss: 1.1237, grad_norm: 6.3519 2021-03-14 22:51:05,911 - mmaction - INFO - Epoch [93][1240/1253] lr: 7.500e-05, eta: 1:51:39, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7383, top5_acc: 0.8927, loss_cls: 1.0809, loss: 1.0809, grad_norm: 6.2252 2021-03-14 22:54:46,233 - mmaction - INFO - Epoch [94][20/1253] lr: 7.500e-05, eta: 1:51:27, time: 10.528, data_time: 9.686, memory: 8809, top1_acc: 0.7224, top5_acc: 0.8865, loss_cls: 1.1220, loss: 1.1220, grad_norm: 6.4383 2021-03-14 22:54:58,463 - mmaction - INFO - Epoch [94][40/1253] lr: 7.500e-05, eta: 1:51:12, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8927, loss_cls: 1.1263, loss: 1.1263, grad_norm: 6.4199 2021-03-14 22:55:10,635 - mmaction - INFO - Epoch [94][60/1253] lr: 7.500e-05, eta: 1:50:56, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.7378, top5_acc: 0.8875, loss_cls: 1.1237, loss: 1.1237, grad_norm: 6.3211 2021-03-14 22:55:22,873 - mmaction - INFO - Epoch [94][80/1253] lr: 7.500e-05, eta: 1:50:41, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7276, top5_acc: 0.9016, loss_cls: 1.0737, loss: 1.0737, grad_norm: 6.3135 2021-03-14 22:55:35,172 - mmaction - INFO - Epoch [94][100/1253] lr: 7.500e-05, eta: 1:50:25, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7352, top5_acc: 0.8922, loss_cls: 1.1041, loss: 1.1041, grad_norm: 6.2550 2021-03-14 22:55:47,280 - mmaction - INFO - Epoch [94][120/1253] lr: 7.500e-05, eta: 1:50:10, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.7245, top5_acc: 0.8904, loss_cls: 1.1369, loss: 1.1369, grad_norm: 6.4357 2021-03-14 22:55:59,590 - mmaction - INFO - Epoch [94][140/1253] lr: 7.500e-05, eta: 1:49:54, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7344, top5_acc: 0.8935, loss_cls: 1.0970, loss: 1.0970, grad_norm: 6.3449 2021-03-14 22:56:11,686 - mmaction - INFO - Epoch [94][160/1253] lr: 7.500e-05, eta: 1:49:39, time: 0.605, data_time: 0.003, memory: 8809, top1_acc: 0.7083, top5_acc: 0.8854, loss_cls: 1.1804, loss: 1.1804, grad_norm: 6.5495 2021-03-14 22:56:23,902 - mmaction - INFO - Epoch [94][180/1253] lr: 7.500e-05, eta: 1:49:23, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7380, top5_acc: 0.8956, loss_cls: 1.0670, loss: 1.0670, grad_norm: 6.2056 2021-03-14 22:56:36,137 - mmaction - INFO - Epoch [94][200/1253] lr: 7.500e-05, eta: 1:49:08, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8865, loss_cls: 1.1271, loss: 1.1271, grad_norm: 6.4558 2021-03-14 22:56:48,437 - mmaction - INFO - Epoch [94][220/1253] lr: 7.500e-05, eta: 1:48:52, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7198, top5_acc: 0.8940, loss_cls: 1.1136, loss: 1.1136, grad_norm: 6.4364 2021-03-14 22:57:00,722 - mmaction - INFO - Epoch [94][240/1253] lr: 7.500e-05, eta: 1:48:37, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7333, top5_acc: 0.9010, loss_cls: 1.0638, loss: 1.0638, grad_norm: 6.1934 2021-03-14 22:57:13,079 - mmaction - INFO - Epoch [94][260/1253] lr: 7.500e-05, eta: 1:48:21, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7294, top5_acc: 0.8911, loss_cls: 1.1073, loss: 1.1073, grad_norm: 6.3347 2021-03-14 22:57:25,297 - mmaction - INFO - Epoch [94][280/1253] lr: 7.500e-05, eta: 1:48:06, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7292, top5_acc: 0.8927, loss_cls: 1.1063, loss: 1.1063, grad_norm: 6.3804 2021-03-14 22:57:37,566 - mmaction - INFO - Epoch [94][300/1253] lr: 7.500e-05, eta: 1:47:50, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7339, top5_acc: 0.8945, loss_cls: 1.0853, loss: 1.0853, grad_norm: 6.3653 2021-03-14 22:57:49,826 - mmaction - INFO - Epoch [94][320/1253] lr: 7.500e-05, eta: 1:47:35, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7263, top5_acc: 0.9031, loss_cls: 1.0659, loss: 1.0659, grad_norm: 6.2424 2021-03-14 22:58:02,067 - mmaction - INFO - Epoch [94][340/1253] lr: 7.500e-05, eta: 1:47:19, time: 0.613, data_time: 0.004, memory: 8809, top1_acc: 0.7284, top5_acc: 0.8927, loss_cls: 1.0937, loss: 1.0937, grad_norm: 6.3061 2021-03-14 22:58:14,370 - mmaction - INFO - Epoch [94][360/1253] lr: 7.500e-05, eta: 1:47:04, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7055, top5_acc: 0.8758, loss_cls: 1.1994, loss: 1.1994, grad_norm: 6.5607 2021-03-14 22:58:26,622 - mmaction - INFO - Epoch [94][380/1253] lr: 7.500e-05, eta: 1:46:48, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7224, top5_acc: 0.8854, loss_cls: 1.1243, loss: 1.1243, grad_norm: 6.3406 2021-03-14 22:58:38,923 - mmaction - INFO - Epoch [94][400/1253] lr: 7.500e-05, eta: 1:46:33, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7232, top5_acc: 0.8883, loss_cls: 1.1115, loss: 1.1115, grad_norm: 6.3232 2021-03-14 22:58:51,060 - mmaction - INFO - Epoch [94][420/1253] lr: 7.500e-05, eta: 1:46:17, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.7451, top5_acc: 0.8906, loss_cls: 1.0790, loss: 1.0790, grad_norm: 6.1572 2021-03-14 22:59:03,341 - mmaction - INFO - Epoch [94][440/1253] lr: 7.500e-05, eta: 1:46:02, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7260, top5_acc: 0.8875, loss_cls: 1.1387, loss: 1.1387, grad_norm: 6.4273 2021-03-14 22:59:15,711 - mmaction - INFO - Epoch [94][460/1253] lr: 7.500e-05, eta: 1:45:46, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7299, top5_acc: 0.8932, loss_cls: 1.0914, loss: 1.0914, grad_norm: 6.2877 2021-03-14 22:59:28,001 - mmaction - INFO - Epoch [94][480/1253] lr: 7.500e-05, eta: 1:45:31, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7299, top5_acc: 0.8995, loss_cls: 1.0671, loss: 1.0671, grad_norm: 6.1481 2021-03-14 22:59:40,336 - mmaction - INFO - Epoch [94][500/1253] lr: 7.500e-05, eta: 1:45:15, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7240, top5_acc: 0.8893, loss_cls: 1.1251, loss: 1.1251, grad_norm: 6.3741 2021-03-14 22:59:52,632 - mmaction - INFO - Epoch [94][520/1253] lr: 7.500e-05, eta: 1:45:00, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8891, loss_cls: 1.1321, loss: 1.1321, grad_norm: 6.4039 2021-03-14 23:00:04,943 - mmaction - INFO - Epoch [94][540/1253] lr: 7.500e-05, eta: 1:44:44, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7273, top5_acc: 0.8974, loss_cls: 1.0887, loss: 1.0887, grad_norm: 6.3680 2021-03-14 23:00:17,254 - mmaction - INFO - Epoch [94][560/1253] lr: 7.500e-05, eta: 1:44:29, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7302, top5_acc: 0.8820, loss_cls: 1.1517, loss: 1.1517, grad_norm: 6.3579 2021-03-14 23:00:29,527 - mmaction - INFO - Epoch [94][580/1253] lr: 7.500e-05, eta: 1:44:13, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7229, top5_acc: 0.8932, loss_cls: 1.1096, loss: 1.1096, grad_norm: 6.3952 2021-03-14 23:00:41,651 - mmaction - INFO - Epoch [94][600/1253] lr: 7.500e-05, eta: 1:43:58, time: 0.606, data_time: 0.003, memory: 8809, top1_acc: 0.7341, top5_acc: 0.8898, loss_cls: 1.0849, loss: 1.0849, grad_norm: 6.2576 2021-03-14 23:00:53,916 - mmaction - INFO - Epoch [94][620/1253] lr: 7.500e-05, eta: 1:43:42, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8930, loss_cls: 1.1254, loss: 1.1254, grad_norm: 6.4268 2021-03-14 23:01:06,125 - mmaction - INFO - Epoch [94][640/1253] lr: 7.500e-05, eta: 1:43:27, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7094, top5_acc: 0.8818, loss_cls: 1.1684, loss: 1.1684, grad_norm: 6.5226 2021-03-14 23:01:18,364 - mmaction - INFO - Epoch [94][660/1253] lr: 7.500e-05, eta: 1:43:11, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7172, top5_acc: 0.8852, loss_cls: 1.1449, loss: 1.1449, grad_norm: 6.4356 2021-03-14 23:01:30,620 - mmaction - INFO - Epoch [94][680/1253] lr: 7.500e-05, eta: 1:42:56, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7331, top5_acc: 0.8870, loss_cls: 1.1068, loss: 1.1068, grad_norm: 6.2712 2021-03-14 23:01:42,842 - mmaction - INFO - Epoch [94][700/1253] lr: 7.500e-05, eta: 1:42:40, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7273, top5_acc: 0.8818, loss_cls: 1.1417, loss: 1.1417, grad_norm: 6.4158 2021-03-14 23:01:55,124 - mmaction - INFO - Epoch [94][720/1253] lr: 7.500e-05, eta: 1:42:25, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7294, top5_acc: 0.8865, loss_cls: 1.0925, loss: 1.0925, grad_norm: 6.2398 2021-03-14 23:02:07,314 - mmaction - INFO - Epoch [94][740/1253] lr: 7.500e-05, eta: 1:42:10, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7312, top5_acc: 0.8958, loss_cls: 1.0925, loss: 1.0925, grad_norm: 6.1941 2021-03-14 23:02:19,491 - mmaction - INFO - Epoch [94][760/1253] lr: 7.500e-05, eta: 1:41:54, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7312, top5_acc: 0.8930, loss_cls: 1.1080, loss: 1.1080, grad_norm: 6.3706 2021-03-14 23:02:31,815 - mmaction - INFO - Epoch [94][780/1253] lr: 7.500e-05, eta: 1:41:39, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7359, top5_acc: 0.8992, loss_cls: 1.0752, loss: 1.0752, grad_norm: 6.3024 2021-03-14 23:02:44,017 - mmaction - INFO - Epoch [94][800/1253] lr: 7.500e-05, eta: 1:41:23, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7299, top5_acc: 0.9023, loss_cls: 1.0683, loss: 1.0683, grad_norm: 6.3437 2021-03-14 23:02:56,278 - mmaction - INFO - Epoch [94][820/1253] lr: 7.500e-05, eta: 1:41:08, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7333, top5_acc: 0.8943, loss_cls: 1.1063, loss: 1.1063, grad_norm: 6.3895 2021-03-14 23:03:08,472 - mmaction - INFO - Epoch [94][840/1253] lr: 7.500e-05, eta: 1:40:52, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7130, top5_acc: 0.8870, loss_cls: 1.1540, loss: 1.1540, grad_norm: 6.5567 2021-03-14 23:03:20,720 - mmaction - INFO - Epoch [94][860/1253] lr: 7.500e-05, eta: 1:40:37, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7326, top5_acc: 0.8984, loss_cls: 1.0930, loss: 1.0930, grad_norm: 6.3342 2021-03-14 23:03:32,917 - mmaction - INFO - Epoch [94][880/1253] lr: 7.500e-05, eta: 1:40:21, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7177, top5_acc: 0.8807, loss_cls: 1.1537, loss: 1.1537, grad_norm: 6.4984 2021-03-14 23:03:45,116 - mmaction - INFO - Epoch [94][900/1253] lr: 7.500e-05, eta: 1:40:06, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7247, top5_acc: 0.8935, loss_cls: 1.1107, loss: 1.1107, grad_norm: 6.4547 2021-03-14 23:03:57,347 - mmaction - INFO - Epoch [94][920/1253] lr: 7.500e-05, eta: 1:39:50, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7328, top5_acc: 0.8904, loss_cls: 1.0806, loss: 1.0806, grad_norm: 6.2722 2021-03-14 23:04:09,565 - mmaction - INFO - Epoch [94][940/1253] lr: 7.500e-05, eta: 1:39:35, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7326, top5_acc: 0.8904, loss_cls: 1.1227, loss: 1.1227, grad_norm: 6.4052 2021-03-14 23:04:21,779 - mmaction - INFO - Epoch [94][960/1253] lr: 7.500e-05, eta: 1:39:19, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7130, top5_acc: 0.8839, loss_cls: 1.1437, loss: 1.1437, grad_norm: 6.4300 2021-03-14 23:04:34,038 - mmaction - INFO - Epoch [94][980/1253] lr: 7.500e-05, eta: 1:39:04, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7333, top5_acc: 0.8904, loss_cls: 1.0929, loss: 1.0929, grad_norm: 6.3214 2021-03-14 23:04:46,256 - mmaction - INFO - Epoch [94][1000/1253] lr: 7.500e-05, eta: 1:38:48, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7352, top5_acc: 0.8867, loss_cls: 1.1103, loss: 1.1103, grad_norm: 6.3180 2021-03-14 23:04:58,385 - mmaction - INFO - Epoch [94][1020/1253] lr: 7.500e-05, eta: 1:38:33, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.7206, top5_acc: 0.8818, loss_cls: 1.1427, loss: 1.1427, grad_norm: 6.4560 2021-03-14 23:05:10,750 - mmaction - INFO - Epoch [94][1040/1253] lr: 7.500e-05, eta: 1:38:18, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7409, top5_acc: 0.8956, loss_cls: 1.0732, loss: 1.0732, grad_norm: 6.2913 2021-03-14 23:05:22,965 - mmaction - INFO - Epoch [94][1060/1253] lr: 7.500e-05, eta: 1:38:02, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7180, top5_acc: 0.8888, loss_cls: 1.1026, loss: 1.1026, grad_norm: 6.4248 2021-03-14 23:05:35,215 - mmaction - INFO - Epoch [94][1080/1253] lr: 7.500e-05, eta: 1:37:47, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7341, top5_acc: 0.8956, loss_cls: 1.0711, loss: 1.0711, grad_norm: 6.3416 2021-03-14 23:05:47,408 - mmaction - INFO - Epoch [94][1100/1253] lr: 7.500e-05, eta: 1:37:31, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7242, top5_acc: 0.8872, loss_cls: 1.1372, loss: 1.1372, grad_norm: 6.4666 2021-03-14 23:05:59,608 - mmaction - INFO - Epoch [94][1120/1253] lr: 7.500e-05, eta: 1:37:16, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7266, top5_acc: 0.8935, loss_cls: 1.1011, loss: 1.1011, grad_norm: 6.3241 2021-03-14 23:06:11,897 - mmaction - INFO - Epoch [94][1140/1253] lr: 7.500e-05, eta: 1:37:00, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7297, top5_acc: 0.8885, loss_cls: 1.0903, loss: 1.0903, grad_norm: 6.2888 2021-03-14 23:06:24,134 - mmaction - INFO - Epoch [94][1160/1253] lr: 7.500e-05, eta: 1:36:45, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7299, top5_acc: 0.8935, loss_cls: 1.1032, loss: 1.1032, grad_norm: 6.2663 2021-03-14 23:06:36,424 - mmaction - INFO - Epoch [94][1180/1253] lr: 7.500e-05, eta: 1:36:29, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7286, top5_acc: 0.8966, loss_cls: 1.0738, loss: 1.0738, grad_norm: 6.3154 2021-03-14 23:06:48,618 - mmaction - INFO - Epoch [94][1200/1253] lr: 7.500e-05, eta: 1:36:14, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7302, top5_acc: 0.8828, loss_cls: 1.1194, loss: 1.1194, grad_norm: 6.3004 2021-03-14 23:07:00,901 - mmaction - INFO - Epoch [94][1220/1253] lr: 7.500e-05, eta: 1:35:58, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7372, top5_acc: 0.8914, loss_cls: 1.0763, loss: 1.0763, grad_norm: 6.1426 2021-03-14 23:07:13,141 - mmaction - INFO - Epoch [94][1240/1253] lr: 7.500e-05, eta: 1:35:43, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7299, top5_acc: 0.8940, loss_cls: 1.0842, loss: 1.0842, grad_norm: 6.3843 2021-03-14 23:10:51,952 - mmaction - INFO - Epoch [95][20/1253] lr: 7.500e-05, eta: 1:35:30, time: 10.456, data_time: 9.610, memory: 8809, top1_acc: 0.7242, top5_acc: 0.8849, loss_cls: 1.1049, loss: 1.1049, grad_norm: 6.3483 2021-03-14 23:11:04,259 - mmaction - INFO - Epoch [95][40/1253] lr: 7.500e-05, eta: 1:35:14, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7245, top5_acc: 0.8797, loss_cls: 1.1289, loss: 1.1289, grad_norm: 6.3255 2021-03-14 23:11:16,521 - mmaction - INFO - Epoch [95][60/1253] lr: 7.500e-05, eta: 1:34:59, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7250, top5_acc: 0.8930, loss_cls: 1.1281, loss: 1.1281, grad_norm: 6.2997 2021-03-14 23:11:28,824 - mmaction - INFO - Epoch [95][80/1253] lr: 7.500e-05, eta: 1:34:43, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7328, top5_acc: 0.8930, loss_cls: 1.1095, loss: 1.1095, grad_norm: 6.3583 2021-03-14 23:11:41,091 - mmaction - INFO - Epoch [95][100/1253] lr: 7.500e-05, eta: 1:34:28, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7273, top5_acc: 0.8883, loss_cls: 1.1183, loss: 1.1183, grad_norm: 6.3925 2021-03-14 23:11:53,399 - mmaction - INFO - Epoch [95][120/1253] lr: 7.500e-05, eta: 1:34:12, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7318, top5_acc: 0.8911, loss_cls: 1.0816, loss: 1.0816, grad_norm: 6.3191 2021-03-14 23:12:05,709 - mmaction - INFO - Epoch [95][140/1253] lr: 7.500e-05, eta: 1:33:57, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7323, top5_acc: 0.8911, loss_cls: 1.0903, loss: 1.0903, grad_norm: 6.3031 2021-03-14 23:12:17,967 - mmaction - INFO - Epoch [95][160/1253] lr: 7.500e-05, eta: 1:33:41, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7331, top5_acc: 0.8888, loss_cls: 1.0897, loss: 1.0897, grad_norm: 6.3264 2021-03-14 23:12:30,234 - mmaction - INFO - Epoch [95][180/1253] lr: 7.500e-05, eta: 1:33:26, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7328, top5_acc: 0.8974, loss_cls: 1.0946, loss: 1.0946, grad_norm: 6.3923 2021-03-14 23:12:42,400 - mmaction - INFO - Epoch [95][200/1253] lr: 7.500e-05, eta: 1:33:10, time: 0.607, data_time: 0.001, memory: 8809, top1_acc: 0.7326, top5_acc: 0.8854, loss_cls: 1.1007, loss: 1.1007, grad_norm: 6.2780 2021-03-14 23:12:54,710 - mmaction - INFO - Epoch [95][220/1253] lr: 7.500e-05, eta: 1:32:55, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7284, top5_acc: 0.8914, loss_cls: 1.0938, loss: 1.0938, grad_norm: 6.2919 2021-03-14 23:13:06,938 - mmaction - INFO - Epoch [95][240/1253] lr: 7.500e-05, eta: 1:32:39, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7339, top5_acc: 0.8909, loss_cls: 1.1100, loss: 1.1100, grad_norm: 6.3526 2021-03-14 23:13:19,112 - mmaction - INFO - Epoch [95][260/1253] lr: 7.500e-05, eta: 1:32:24, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8799, loss_cls: 1.1453, loss: 1.1453, grad_norm: 6.4854 2021-03-14 23:13:31,408 - mmaction - INFO - Epoch [95][280/1253] lr: 7.500e-05, eta: 1:32:08, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7260, top5_acc: 0.8951, loss_cls: 1.1001, loss: 1.1001, grad_norm: 6.3409 2021-03-14 23:13:43,703 - mmaction - INFO - Epoch [95][300/1253] lr: 7.500e-05, eta: 1:31:53, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7310, top5_acc: 0.8958, loss_cls: 1.0794, loss: 1.0794, grad_norm: 6.3243 2021-03-14 23:13:55,938 - mmaction - INFO - Epoch [95][320/1253] lr: 7.500e-05, eta: 1:31:38, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7354, top5_acc: 0.8911, loss_cls: 1.1070, loss: 1.1070, grad_norm: 6.4814 2021-03-14 23:14:08,240 - mmaction - INFO - Epoch [95][340/1253] lr: 7.500e-05, eta: 1:31:22, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7201, top5_acc: 0.8836, loss_cls: 1.1308, loss: 1.1308, grad_norm: 6.3419 2021-03-14 23:14:20,558 - mmaction - INFO - Epoch [95][360/1253] lr: 7.500e-05, eta: 1:31:07, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7245, top5_acc: 0.8904, loss_cls: 1.1188, loss: 1.1188, grad_norm: 6.3527 2021-03-14 23:14:32,896 - mmaction - INFO - Epoch [95][380/1253] lr: 7.500e-05, eta: 1:30:51, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7359, top5_acc: 0.8943, loss_cls: 1.0764, loss: 1.0764, grad_norm: 6.2733 2021-03-14 23:14:45,106 - mmaction - INFO - Epoch [95][400/1253] lr: 7.500e-05, eta: 1:30:36, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7229, top5_acc: 0.8844, loss_cls: 1.1440, loss: 1.1440, grad_norm: 6.4882 2021-03-14 23:14:57,435 - mmaction - INFO - Epoch [95][420/1253] lr: 7.500e-05, eta: 1:30:20, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7341, top5_acc: 0.8909, loss_cls: 1.1039, loss: 1.1039, grad_norm: 6.3245 2021-03-14 23:15:09,734 - mmaction - INFO - Epoch [95][440/1253] lr: 7.500e-05, eta: 1:30:05, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7279, top5_acc: 0.8904, loss_cls: 1.1167, loss: 1.1167, grad_norm: 6.3753 2021-03-14 23:15:21,910 - mmaction - INFO - Epoch [95][460/1253] lr: 7.500e-05, eta: 1:29:49, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7297, top5_acc: 0.8935, loss_cls: 1.1014, loss: 1.1014, grad_norm: 6.3687 2021-03-14 23:15:34,160 - mmaction - INFO - Epoch [95][480/1253] lr: 7.500e-05, eta: 1:29:34, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7203, top5_acc: 0.8992, loss_cls: 1.0941, loss: 1.0941, grad_norm: 6.3951 2021-03-14 23:15:46,338 - mmaction - INFO - Epoch [95][500/1253] lr: 7.500e-05, eta: 1:29:18, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7234, top5_acc: 0.8909, loss_cls: 1.1055, loss: 1.1055, grad_norm: 6.3272 2021-03-14 23:15:58,651 - mmaction - INFO - Epoch [95][520/1253] lr: 7.500e-05, eta: 1:29:03, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7240, top5_acc: 0.8904, loss_cls: 1.1028, loss: 1.1028, grad_norm: 6.3378 2021-03-14 23:16:10,858 - mmaction - INFO - Epoch [95][540/1253] lr: 7.500e-05, eta: 1:28:48, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7372, top5_acc: 0.8880, loss_cls: 1.1166, loss: 1.1166, grad_norm: 6.3602 2021-03-14 23:16:22,979 - mmaction - INFO - Epoch [95][560/1253] lr: 7.500e-05, eta: 1:28:32, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.7289, top5_acc: 0.8958, loss_cls: 1.0940, loss: 1.0940, grad_norm: 6.3376 2021-03-14 23:16:35,282 - mmaction - INFO - Epoch [95][580/1253] lr: 7.500e-05, eta: 1:28:17, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7398, top5_acc: 0.8966, loss_cls: 1.0791, loss: 1.0791, grad_norm: 6.2678 2021-03-14 23:16:47,482 - mmaction - INFO - Epoch [95][600/1253] lr: 7.500e-05, eta: 1:28:01, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7299, top5_acc: 0.8862, loss_cls: 1.1045, loss: 1.1045, grad_norm: 6.2441 2021-03-14 23:16:59,693 - mmaction - INFO - Epoch [95][620/1253] lr: 7.500e-05, eta: 1:27:46, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7318, top5_acc: 0.8992, loss_cls: 1.0741, loss: 1.0741, grad_norm: 6.2627 2021-03-14 23:17:11,960 - mmaction - INFO - Epoch [95][640/1253] lr: 7.500e-05, eta: 1:27:30, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7315, top5_acc: 0.8883, loss_cls: 1.0847, loss: 1.0847, grad_norm: 6.2280 2021-03-14 23:17:24,290 - mmaction - INFO - Epoch [95][660/1253] lr: 7.500e-05, eta: 1:27:15, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7391, top5_acc: 0.9049, loss_cls: 1.0371, loss: 1.0371, grad_norm: 6.2173 2021-03-14 23:17:36,690 - mmaction - INFO - Epoch [95][680/1253] lr: 7.500e-05, eta: 1:26:59, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.7508, top5_acc: 0.8930, loss_cls: 1.0624, loss: 1.0624, grad_norm: 6.1785 2021-03-14 23:17:48,960 - mmaction - INFO - Epoch [95][700/1253] lr: 7.500e-05, eta: 1:26:44, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7341, top5_acc: 0.8878, loss_cls: 1.0933, loss: 1.0933, grad_norm: 6.2800 2021-03-14 23:18:01,210 - mmaction - INFO - Epoch [95][720/1253] lr: 7.500e-05, eta: 1:26:29, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7375, top5_acc: 0.8943, loss_cls: 1.0969, loss: 1.0969, grad_norm: 6.3727 2021-03-14 23:18:13,497 - mmaction - INFO - Epoch [95][740/1253] lr: 7.500e-05, eta: 1:26:13, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7302, top5_acc: 0.8911, loss_cls: 1.0819, loss: 1.0819, grad_norm: 6.2797 2021-03-14 23:18:25,783 - mmaction - INFO - Epoch [95][760/1253] lr: 7.500e-05, eta: 1:25:58, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7234, top5_acc: 0.8820, loss_cls: 1.1276, loss: 1.1276, grad_norm: 6.3930 2021-03-14 23:18:38,080 - mmaction - INFO - Epoch [95][780/1253] lr: 7.500e-05, eta: 1:25:42, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7292, top5_acc: 0.8953, loss_cls: 1.0744, loss: 1.0744, grad_norm: 6.3187 2021-03-14 23:18:50,400 - mmaction - INFO - Epoch [95][800/1253] lr: 7.500e-05, eta: 1:25:27, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7237, top5_acc: 0.8922, loss_cls: 1.1152, loss: 1.1152, grad_norm: 6.3947 2021-03-14 23:19:02,646 - mmaction - INFO - Epoch [95][820/1253] lr: 7.500e-05, eta: 1:25:11, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7143, top5_acc: 0.8865, loss_cls: 1.1434, loss: 1.1434, grad_norm: 6.4209 2021-03-14 23:19:14,902 - mmaction - INFO - Epoch [95][840/1253] lr: 7.500e-05, eta: 1:24:56, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7143, top5_acc: 0.8885, loss_cls: 1.1451, loss: 1.1451, grad_norm: 6.4351 2021-03-14 23:19:27,249 - mmaction - INFO - Epoch [95][860/1253] lr: 7.500e-05, eta: 1:24:41, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7219, top5_acc: 0.8938, loss_cls: 1.0984, loss: 1.0984, grad_norm: 6.3096 2021-03-14 23:19:39,599 - mmaction - INFO - Epoch [95][880/1253] lr: 7.500e-05, eta: 1:24:25, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7279, top5_acc: 0.8870, loss_cls: 1.0853, loss: 1.0853, grad_norm: 6.2747 2021-03-14 23:19:51,916 - mmaction - INFO - Epoch [95][900/1253] lr: 7.500e-05, eta: 1:24:10, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7310, top5_acc: 0.8951, loss_cls: 1.0965, loss: 1.0965, grad_norm: 6.3420 2021-03-14 23:20:04,156 - mmaction - INFO - Epoch [95][920/1253] lr: 7.500e-05, eta: 1:23:54, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7297, top5_acc: 0.8901, loss_cls: 1.1131, loss: 1.1131, grad_norm: 6.2553 2021-03-14 23:20:16,397 - mmaction - INFO - Epoch [95][940/1253] lr: 7.500e-05, eta: 1:23:39, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7148, top5_acc: 0.8859, loss_cls: 1.1390, loss: 1.1390, grad_norm: 6.4272 2021-03-14 23:20:28,654 - mmaction - INFO - Epoch [95][960/1253] lr: 7.500e-05, eta: 1:23:23, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7357, top5_acc: 0.8917, loss_cls: 1.1056, loss: 1.1056, grad_norm: 6.2685 2021-03-14 23:20:40,916 - mmaction - INFO - Epoch [95][980/1253] lr: 7.500e-05, eta: 1:23:08, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7206, top5_acc: 0.8815, loss_cls: 1.1406, loss: 1.1406, grad_norm: 6.4459 2021-03-14 23:20:53,137 - mmaction - INFO - Epoch [95][1000/1253] lr: 7.500e-05, eta: 1:22:53, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7299, top5_acc: 0.8898, loss_cls: 1.0858, loss: 1.0858, grad_norm: 6.3065 2021-03-14 23:21:05,297 - mmaction - INFO - Epoch [95][1020/1253] lr: 7.500e-05, eta: 1:22:37, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7310, top5_acc: 0.9029, loss_cls: 1.0789, loss: 1.0789, grad_norm: 6.3113 2021-03-14 23:21:17,634 - mmaction - INFO - Epoch [95][1040/1253] lr: 7.500e-05, eta: 1:22:22, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7328, top5_acc: 0.8930, loss_cls: 1.0858, loss: 1.0858, grad_norm: 6.2836 2021-03-14 23:21:29,887 - mmaction - INFO - Epoch [95][1060/1253] lr: 7.500e-05, eta: 1:22:06, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7409, top5_acc: 0.8961, loss_cls: 1.0623, loss: 1.0623, grad_norm: 6.3547 2021-03-14 23:21:42,147 - mmaction - INFO - Epoch [95][1080/1253] lr: 7.500e-05, eta: 1:21:51, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7247, top5_acc: 0.8904, loss_cls: 1.1253, loss: 1.1253, grad_norm: 6.2763 2021-03-14 23:21:54,498 - mmaction - INFO - Epoch [95][1100/1253] lr: 7.500e-05, eta: 1:21:35, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7320, top5_acc: 0.8961, loss_cls: 1.0738, loss: 1.0738, grad_norm: 6.2484 2021-03-14 23:22:06,772 - mmaction - INFO - Epoch [95][1120/1253] lr: 7.500e-05, eta: 1:21:20, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7279, top5_acc: 0.8901, loss_cls: 1.1119, loss: 1.1119, grad_norm: 6.3528 2021-03-14 23:22:19,106 - mmaction - INFO - Epoch [95][1140/1253] lr: 7.500e-05, eta: 1:21:05, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7370, top5_acc: 0.8987, loss_cls: 1.0635, loss: 1.0635, grad_norm: 6.2470 2021-03-14 23:22:31,365 - mmaction - INFO - Epoch [95][1160/1253] lr: 7.500e-05, eta: 1:20:49, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1331, loss: 1.1331, grad_norm: 6.4962 2021-03-14 23:22:43,574 - mmaction - INFO - Epoch [95][1180/1253] lr: 7.500e-05, eta: 1:20:34, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7240, top5_acc: 0.8927, loss_cls: 1.1035, loss: 1.1035, grad_norm: 6.3171 2021-03-14 23:22:55,827 - mmaction - INFO - Epoch [95][1200/1253] lr: 7.500e-05, eta: 1:20:18, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7271, top5_acc: 0.8867, loss_cls: 1.1013, loss: 1.1013, grad_norm: 6.2726 2021-03-14 23:23:08,184 - mmaction - INFO - Epoch [95][1220/1253] lr: 7.500e-05, eta: 1:20:03, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7331, top5_acc: 0.8927, loss_cls: 1.1124, loss: 1.1124, grad_norm: 6.3992 2021-03-14 23:23:20,320 - mmaction - INFO - Epoch [95][1240/1253] lr: 7.500e-05, eta: 1:19:48, time: 0.606, data_time: 0.001, memory: 8809, top1_acc: 0.7255, top5_acc: 0.8833, loss_cls: 1.1211, loss: 1.1211, grad_norm: 6.3530 2021-03-14 23:27:05,108 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-03-14 23:27:06,096 - mmaction - INFO - top1_acc 0.6998 top5_acc 0.8881 2021-03-14 23:27:06,097 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-03-14 23:27:06,135 - mmaction - INFO - mean_acc 0.6997 2021-03-14 23:27:06,150 - mmaction - INFO - Epoch(val) [95][1253] top1_acc: 0.6998, top5_acc: 0.8881, mean_class_accuracy: 0.6997 2021-03-14 23:30:31,365 - mmaction - INFO - Epoch [96][20/1253] lr: 7.500e-05, eta: 1:19:32, time: 10.260, data_time: 9.631, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8909, loss_cls: 1.1352, loss: 1.1352, grad_norm: 6.4618 2021-03-14 23:30:43,594 - mmaction - INFO - Epoch [96][40/1253] lr: 7.500e-05, eta: 1:19:16, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7435, top5_acc: 0.9010, loss_cls: 1.0388, loss: 1.0388, grad_norm: 6.1848 2021-03-14 23:30:55,814 - mmaction - INFO - Epoch [96][60/1253] lr: 7.500e-05, eta: 1:19:01, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7354, top5_acc: 0.8961, loss_cls: 1.0883, loss: 1.0883, grad_norm: 6.3689 2021-03-14 23:31:08,083 - mmaction - INFO - Epoch [96][80/1253] lr: 7.500e-05, eta: 1:18:45, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7198, top5_acc: 0.8797, loss_cls: 1.1335, loss: 1.1335, grad_norm: 6.4036 2021-03-14 23:31:20,312 - mmaction - INFO - Epoch [96][100/1253] lr: 7.500e-05, eta: 1:18:30, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7346, top5_acc: 0.8953, loss_cls: 1.0594, loss: 1.0594, grad_norm: 6.2337 2021-03-14 23:31:32,497 - mmaction - INFO - Epoch [96][120/1253] lr: 7.500e-05, eta: 1:18:15, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7331, top5_acc: 0.8901, loss_cls: 1.1042, loss: 1.1042, grad_norm: 6.3730 2021-03-14 23:31:44,779 - mmaction - INFO - Epoch [96][140/1253] lr: 7.500e-05, eta: 1:17:59, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7289, top5_acc: 0.8891, loss_cls: 1.1031, loss: 1.1031, grad_norm: 6.3943 2021-03-14 23:31:56,965 - mmaction - INFO - Epoch [96][160/1253] lr: 7.500e-05, eta: 1:17:44, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7326, top5_acc: 0.8883, loss_cls: 1.1043, loss: 1.1043, grad_norm: 6.2344 2021-03-14 23:32:09,171 - mmaction - INFO - Epoch [96][180/1253] lr: 7.500e-05, eta: 1:17:28, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7380, top5_acc: 0.8938, loss_cls: 1.0782, loss: 1.0782, grad_norm: 6.2448 2021-03-14 23:32:21,410 - mmaction - INFO - Epoch [96][200/1253] lr: 7.500e-05, eta: 1:17:13, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7273, top5_acc: 0.8870, loss_cls: 1.1345, loss: 1.1345, grad_norm: 6.3836 2021-03-14 23:32:33,620 - mmaction - INFO - Epoch [96][220/1253] lr: 7.500e-05, eta: 1:16:57, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7286, top5_acc: 0.8961, loss_cls: 1.1243, loss: 1.1243, grad_norm: 6.4884 2021-03-14 23:32:45,775 - mmaction - INFO - Epoch [96][240/1253] lr: 7.500e-05, eta: 1:16:42, time: 0.608, data_time: 0.003, memory: 8809, top1_acc: 0.7190, top5_acc: 0.8935, loss_cls: 1.1270, loss: 1.1270, grad_norm: 6.4102 2021-03-14 23:32:58,031 - mmaction - INFO - Epoch [96][260/1253] lr: 7.500e-05, eta: 1:16:27, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7438, top5_acc: 0.8966, loss_cls: 1.0638, loss: 1.0638, grad_norm: 6.1655 2021-03-14 23:33:10,255 - mmaction - INFO - Epoch [96][280/1253] lr: 7.500e-05, eta: 1:16:11, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7344, top5_acc: 0.8979, loss_cls: 1.0846, loss: 1.0846, grad_norm: 6.3241 2021-03-14 23:33:22,405 - mmaction - INFO - Epoch [96][300/1253] lr: 7.500e-05, eta: 1:15:56, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7135, top5_acc: 0.8760, loss_cls: 1.1922, loss: 1.1922, grad_norm: 6.5855 2021-03-14 23:33:34,677 - mmaction - INFO - Epoch [96][320/1253] lr: 7.500e-05, eta: 1:15:40, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7297, top5_acc: 0.8922, loss_cls: 1.0999, loss: 1.0999, grad_norm: 6.3703 2021-03-14 23:33:46,813 - mmaction - INFO - Epoch [96][340/1253] lr: 7.500e-05, eta: 1:15:25, time: 0.607, data_time: 0.002, memory: 8809, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0722, loss: 1.0722, grad_norm: 6.2856 2021-03-14 23:33:58,982 - mmaction - INFO - Epoch [96][360/1253] lr: 7.500e-05, eta: 1:15:09, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7302, top5_acc: 0.8833, loss_cls: 1.1331, loss: 1.1331, grad_norm: 6.3158 2021-03-14 23:34:11,300 - mmaction - INFO - Epoch [96][380/1253] lr: 7.500e-05, eta: 1:14:54, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7312, top5_acc: 0.8878, loss_cls: 1.1041, loss: 1.1041, grad_norm: 6.2778 2021-03-14 23:34:23,400 - mmaction - INFO - Epoch [96][400/1253] lr: 7.500e-05, eta: 1:14:39, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.7380, top5_acc: 0.8966, loss_cls: 1.0873, loss: 1.0873, grad_norm: 6.2493 2021-03-14 23:34:35,574 - mmaction - INFO - Epoch [96][420/1253] lr: 7.500e-05, eta: 1:14:23, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7312, top5_acc: 0.8891, loss_cls: 1.1090, loss: 1.1090, grad_norm: 6.3214 2021-03-14 23:34:47,948 - mmaction - INFO - Epoch [96][440/1253] lr: 7.500e-05, eta: 1:14:08, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7440, top5_acc: 0.8940, loss_cls: 1.0766, loss: 1.0766, grad_norm: 6.1717 2021-03-14 23:35:00,225 - mmaction - INFO - Epoch [96][460/1253] lr: 7.500e-05, eta: 1:13:52, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7281, top5_acc: 0.8917, loss_cls: 1.1017, loss: 1.1017, grad_norm: 6.3250 2021-03-14 23:35:12,498 - mmaction - INFO - Epoch [96][480/1253] lr: 7.500e-05, eta: 1:13:37, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7271, top5_acc: 0.8885, loss_cls: 1.1024, loss: 1.1024, grad_norm: 6.3025 2021-03-14 23:35:24,821 - mmaction - INFO - Epoch [96][500/1253] lr: 7.500e-05, eta: 1:13:21, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7242, top5_acc: 0.8859, loss_cls: 1.1199, loss: 1.1199, grad_norm: 6.2780 2021-03-14 23:35:37,191 - mmaction - INFO - Epoch [96][520/1253] lr: 7.500e-05, eta: 1:13:06, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7302, top5_acc: 0.8891, loss_cls: 1.1091, loss: 1.1091, grad_norm: 6.3945 2021-03-14 23:35:49,572 - mmaction - INFO - Epoch [96][540/1253] lr: 7.500e-05, eta: 1:12:51, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7263, top5_acc: 0.8896, loss_cls: 1.1285, loss: 1.1285, grad_norm: 6.4363 2021-03-14 23:36:01,761 - mmaction - INFO - Epoch [96][560/1253] lr: 7.500e-05, eta: 1:12:35, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7297, top5_acc: 0.8893, loss_cls: 1.1353, loss: 1.1353, grad_norm: 6.3746 2021-03-14 23:36:14,034 - mmaction - INFO - Epoch [96][580/1253] lr: 7.500e-05, eta: 1:12:20, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1580, loss: 1.1580, grad_norm: 6.3930 2021-03-14 23:36:26,370 - mmaction - INFO - Epoch [96][600/1253] lr: 7.500e-05, eta: 1:12:04, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7318, top5_acc: 0.8888, loss_cls: 1.1021, loss: 1.1021, grad_norm: 6.2539 2021-03-14 23:36:38,632 - mmaction - INFO - Epoch [96][620/1253] lr: 7.500e-05, eta: 1:11:49, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7154, top5_acc: 0.8893, loss_cls: 1.1220, loss: 1.1220, grad_norm: 6.4708 2021-03-14 23:36:50,959 - mmaction - INFO - Epoch [96][640/1253] lr: 7.500e-05, eta: 1:11:34, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7299, top5_acc: 0.8896, loss_cls: 1.1000, loss: 1.1000, grad_norm: 6.3243 2021-03-14 23:37:03,266 - mmaction - INFO - Epoch [96][660/1253] lr: 7.500e-05, eta: 1:11:18, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7190, top5_acc: 0.8901, loss_cls: 1.1253, loss: 1.1253, grad_norm: 6.3820 2021-03-14 23:37:15,641 - mmaction - INFO - Epoch [96][680/1253] lr: 7.500e-05, eta: 1:11:03, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7234, top5_acc: 0.8831, loss_cls: 1.1459, loss: 1.1459, grad_norm: 6.4705 2021-03-14 23:37:27,967 - mmaction - INFO - Epoch [96][700/1253] lr: 7.500e-05, eta: 1:10:47, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7372, top5_acc: 0.8909, loss_cls: 1.0968, loss: 1.0968, grad_norm: 6.3931 2021-03-14 23:37:40,306 - mmaction - INFO - Epoch [96][720/1253] lr: 7.500e-05, eta: 1:10:32, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7281, top5_acc: 0.8862, loss_cls: 1.1281, loss: 1.1281, grad_norm: 6.4579 2021-03-14 23:37:52,589 - mmaction - INFO - Epoch [96][740/1253] lr: 7.500e-05, eta: 1:10:17, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7250, top5_acc: 0.8867, loss_cls: 1.1335, loss: 1.1335, grad_norm: 6.3450 2021-03-14 23:38:04,808 - mmaction - INFO - Epoch [96][760/1253] lr: 7.500e-05, eta: 1:10:01, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7227, top5_acc: 0.8875, loss_cls: 1.1107, loss: 1.1107, grad_norm: 6.3465 2021-03-14 23:38:17,237 - mmaction - INFO - Epoch [96][780/1253] lr: 7.500e-05, eta: 1:09:46, time: 0.622, data_time: 0.003, memory: 8809, top1_acc: 0.7237, top5_acc: 0.8898, loss_cls: 1.1213, loss: 1.1213, grad_norm: 6.3383 2021-03-14 23:38:29,571 - mmaction - INFO - Epoch [96][800/1253] lr: 7.500e-05, eta: 1:09:30, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7284, top5_acc: 0.8911, loss_cls: 1.0979, loss: 1.0979, grad_norm: 6.2818 2021-03-14 23:38:41,892 - mmaction - INFO - Epoch [96][820/1253] lr: 7.500e-05, eta: 1:09:15, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7339, top5_acc: 0.8948, loss_cls: 1.0683, loss: 1.0683, grad_norm: 6.3380 2021-03-14 23:38:54,205 - mmaction - INFO - Epoch [96][840/1253] lr: 7.500e-05, eta: 1:09:00, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7263, top5_acc: 0.8880, loss_cls: 1.1118, loss: 1.1118, grad_norm: 6.3898 2021-03-14 23:39:06,509 - mmaction - INFO - Epoch [96][860/1253] lr: 7.500e-05, eta: 1:08:44, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7245, top5_acc: 0.8940, loss_cls: 1.0951, loss: 1.0951, grad_norm: 6.3762 2021-03-14 23:39:18,769 - mmaction - INFO - Epoch [96][880/1253] lr: 7.500e-05, eta: 1:08:29, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7331, top5_acc: 0.8990, loss_cls: 1.0857, loss: 1.0857, grad_norm: 6.2661 2021-03-14 23:39:31,028 - mmaction - INFO - Epoch [96][900/1253] lr: 7.500e-05, eta: 1:08:13, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7234, top5_acc: 0.8977, loss_cls: 1.0909, loss: 1.0909, grad_norm: 6.3556 2021-03-14 23:39:43,325 - mmaction - INFO - Epoch [96][920/1253] lr: 7.500e-05, eta: 1:07:58, time: 0.615, data_time: 0.004, memory: 8809, top1_acc: 0.7339, top5_acc: 0.9005, loss_cls: 1.0602, loss: 1.0602, grad_norm: 6.2350 2021-03-14 23:39:55,499 - mmaction - INFO - Epoch [96][940/1253] lr: 7.500e-05, eta: 1:07:43, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7302, top5_acc: 0.8898, loss_cls: 1.0860, loss: 1.0860, grad_norm: 6.3022 2021-03-14 23:40:07,685 - mmaction - INFO - Epoch [96][960/1253] lr: 7.500e-05, eta: 1:07:27, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7375, top5_acc: 0.8927, loss_cls: 1.0769, loss: 1.0769, grad_norm: 6.2363 2021-03-14 23:40:19,944 - mmaction - INFO - Epoch [96][980/1253] lr: 7.500e-05, eta: 1:07:12, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7260, top5_acc: 0.8961, loss_cls: 1.0839, loss: 1.0839, grad_norm: 6.3475 2021-03-14 23:40:32,273 - mmaction - INFO - Epoch [96][1000/1253] lr: 7.500e-05, eta: 1:06:56, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7401, top5_acc: 0.8891, loss_cls: 1.0996, loss: 1.0996, grad_norm: 6.2254 2021-03-14 23:40:44,664 - mmaction - INFO - Epoch [96][1020/1253] lr: 7.500e-05, eta: 1:06:41, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7292, top5_acc: 0.8831, loss_cls: 1.1078, loss: 1.1078, grad_norm: 6.3683 2021-03-14 23:40:56,950 - mmaction - INFO - Epoch [96][1040/1253] lr: 7.500e-05, eta: 1:06:26, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7294, top5_acc: 0.8924, loss_cls: 1.1045, loss: 1.1045, grad_norm: 6.2976 2021-03-14 23:41:09,221 - mmaction - INFO - Epoch [96][1060/1253] lr: 7.500e-05, eta: 1:06:10, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7294, top5_acc: 0.8917, loss_cls: 1.1089, loss: 1.1089, grad_norm: 6.3943 2021-03-14 23:41:21,590 - mmaction - INFO - Epoch [96][1080/1253] lr: 7.500e-05, eta: 1:05:55, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7380, top5_acc: 0.8880, loss_cls: 1.1334, loss: 1.1334, grad_norm: 6.3569 2021-03-14 23:41:33,916 - mmaction - INFO - Epoch [96][1100/1253] lr: 7.500e-05, eta: 1:05:40, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7240, top5_acc: 0.8904, loss_cls: 1.0976, loss: 1.0976, grad_norm: 6.3058 2021-03-14 23:41:46,178 - mmaction - INFO - Epoch [96][1120/1253] lr: 7.500e-05, eta: 1:05:24, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7182, top5_acc: 0.8797, loss_cls: 1.1570, loss: 1.1570, grad_norm: 6.5010 2021-03-14 23:41:58,547 - mmaction - INFO - Epoch [96][1140/1253] lr: 7.500e-05, eta: 1:05:09, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.7219, top5_acc: 0.8917, loss_cls: 1.1163, loss: 1.1163, grad_norm: 6.4674 2021-03-14 23:42:10,882 - mmaction - INFO - Epoch [96][1160/1253] lr: 7.500e-05, eta: 1:04:53, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7211, top5_acc: 0.8888, loss_cls: 1.1163, loss: 1.1163, grad_norm: 6.4494 2021-03-14 23:42:23,158 - mmaction - INFO - Epoch [96][1180/1253] lr: 7.500e-05, eta: 1:04:38, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7349, top5_acc: 0.8917, loss_cls: 1.0861, loss: 1.0861, grad_norm: 6.3305 2021-03-14 23:42:35,384 - mmaction - INFO - Epoch [96][1200/1253] lr: 7.500e-05, eta: 1:04:23, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7307, top5_acc: 0.8917, loss_cls: 1.0781, loss: 1.0781, grad_norm: 6.2911 2021-03-14 23:42:47,635 - mmaction - INFO - Epoch [96][1220/1253] lr: 7.500e-05, eta: 1:04:07, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7307, top5_acc: 0.8893, loss_cls: 1.1187, loss: 1.1187, grad_norm: 6.4231 2021-03-14 23:42:59,812 - mmaction - INFO - Epoch [96][1240/1253] lr: 7.500e-05, eta: 1:03:52, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7359, top5_acc: 0.8930, loss_cls: 1.0807, loss: 1.0807, grad_norm: 6.2218 2021-03-14 23:46:36,658 - mmaction - INFO - Epoch [97][20/1253] lr: 7.500e-05, eta: 1:03:34, time: 10.359, data_time: 9.666, memory: 8809, top1_acc: 0.7203, top5_acc: 0.8922, loss_cls: 1.1198, loss: 1.1198, grad_norm: 6.4224 2021-03-14 23:46:49,099 - mmaction - INFO - Epoch [97][40/1253] lr: 7.500e-05, eta: 1:03:19, time: 0.622, data_time: 0.003, memory: 8809, top1_acc: 0.7477, top5_acc: 0.8948, loss_cls: 1.0467, loss: 1.0467, grad_norm: 6.1359 2021-03-14 23:47:01,451 - mmaction - INFO - Epoch [97][60/1253] lr: 7.500e-05, eta: 1:03:03, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7367, top5_acc: 0.8964, loss_cls: 1.0628, loss: 1.0628, grad_norm: 6.1864 2021-03-14 23:47:13,887 - mmaction - INFO - Epoch [97][80/1253] lr: 7.500e-05, eta: 1:02:48, time: 0.623, data_time: 0.002, memory: 8809, top1_acc: 0.7388, top5_acc: 0.8875, loss_cls: 1.1025, loss: 1.1025, grad_norm: 6.2929 2021-03-14 23:47:26,211 - mmaction - INFO - Epoch [97][100/1253] lr: 7.500e-05, eta: 1:02:33, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7346, top5_acc: 0.8971, loss_cls: 1.0766, loss: 1.0766, grad_norm: 6.3344 2021-03-14 23:47:38,405 - mmaction - INFO - Epoch [97][120/1253] lr: 7.500e-05, eta: 1:02:17, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7281, top5_acc: 0.8919, loss_cls: 1.0960, loss: 1.0960, grad_norm: 6.3047 2021-03-14 23:47:50,711 - mmaction - INFO - Epoch [97][140/1253] lr: 7.500e-05, eta: 1:02:02, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7398, top5_acc: 0.9029, loss_cls: 1.0681, loss: 1.0681, grad_norm: 6.2748 2021-03-14 23:48:03,009 - mmaction - INFO - Epoch [97][160/1253] lr: 7.500e-05, eta: 1:01:46, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7307, top5_acc: 0.8836, loss_cls: 1.1197, loss: 1.1197, grad_norm: 6.4066 2021-03-14 23:48:15,301 - mmaction - INFO - Epoch [97][180/1253] lr: 7.500e-05, eta: 1:01:31, time: 0.617, data_time: 0.004, memory: 8809, top1_acc: 0.7161, top5_acc: 0.8844, loss_cls: 1.1613, loss: 1.1613, grad_norm: 6.5606 2021-03-14 23:48:27,557 - mmaction - INFO - Epoch [97][200/1253] lr: 7.500e-05, eta: 1:01:16, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7328, top5_acc: 0.8904, loss_cls: 1.1072, loss: 1.1072, grad_norm: 6.3185 2021-03-14 23:48:39,931 - mmaction - INFO - Epoch [97][220/1253] lr: 7.500e-05, eta: 1:01:00, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7388, top5_acc: 0.8927, loss_cls: 1.0999, loss: 1.0999, grad_norm: 6.3109 2021-03-14 23:48:52,313 - mmaction - INFO - Epoch [97][240/1253] lr: 7.500e-05, eta: 1:00:45, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7276, top5_acc: 0.8857, loss_cls: 1.1046, loss: 1.1046, grad_norm: 6.3457 2021-03-14 23:49:04,760 - mmaction - INFO - Epoch [97][260/1253] lr: 7.500e-05, eta: 1:00:29, time: 0.623, data_time: 0.002, memory: 8809, top1_acc: 0.7419, top5_acc: 0.9031, loss_cls: 1.0602, loss: 1.0602, grad_norm: 6.2438 2021-03-14 23:49:17,073 - mmaction - INFO - Epoch [97][280/1253] lr: 7.500e-05, eta: 1:00:14, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7224, top5_acc: 0.8906, loss_cls: 1.1107, loss: 1.1107, grad_norm: 6.4061 2021-03-14 23:49:29,419 - mmaction - INFO - Epoch [97][300/1253] lr: 7.500e-05, eta: 0:59:59, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7206, top5_acc: 0.8857, loss_cls: 1.1340, loss: 1.1340, grad_norm: 6.4494 2021-03-14 23:49:41,717 - mmaction - INFO - Epoch [97][320/1253] lr: 7.500e-05, eta: 0:59:43, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7401, top5_acc: 0.8992, loss_cls: 1.0627, loss: 1.0627, grad_norm: 6.3060 2021-03-14 23:49:54,044 - mmaction - INFO - Epoch [97][340/1253] lr: 7.500e-05, eta: 0:59:28, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7289, top5_acc: 0.8971, loss_cls: 1.0929, loss: 1.0929, grad_norm: 6.4268 2021-03-14 23:50:06,339 - mmaction - INFO - Epoch [97][360/1253] lr: 7.500e-05, eta: 0:59:12, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7201, top5_acc: 0.8875, loss_cls: 1.1133, loss: 1.1133, grad_norm: 6.2950 2021-03-14 23:50:18,685 - mmaction - INFO - Epoch [97][380/1253] lr: 7.500e-05, eta: 0:58:57, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7198, top5_acc: 0.8768, loss_cls: 1.1829, loss: 1.1829, grad_norm: 6.4769 2021-03-14 23:50:30,951 - mmaction - INFO - Epoch [97][400/1253] lr: 7.500e-05, eta: 0:58:42, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7341, top5_acc: 0.8977, loss_cls: 1.0755, loss: 1.0755, grad_norm: 6.2600 2021-03-14 23:50:43,258 - mmaction - INFO - Epoch [97][420/1253] lr: 7.500e-05, eta: 0:58:26, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7216, top5_acc: 0.8870, loss_cls: 1.1160, loss: 1.1160, grad_norm: 6.3600 2021-03-14 23:50:55,437 - mmaction - INFO - Epoch [97][440/1253] lr: 7.500e-05, eta: 0:58:11, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7180, top5_acc: 0.8852, loss_cls: 1.1330, loss: 1.1330, grad_norm: 6.4627 2021-03-14 23:51:07,824 - mmaction - INFO - Epoch [97][460/1253] lr: 7.500e-05, eta: 0:57:56, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7276, top5_acc: 0.8956, loss_cls: 1.1065, loss: 1.1065, grad_norm: 6.3774 2021-03-14 23:51:20,042 - mmaction - INFO - Epoch [97][480/1253] lr: 7.500e-05, eta: 0:57:40, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7302, top5_acc: 0.8880, loss_cls: 1.1030, loss: 1.1030, grad_norm: 6.3546 2021-03-14 23:51:32,388 - mmaction - INFO - Epoch [97][500/1253] lr: 7.500e-05, eta: 0:57:25, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7273, top5_acc: 0.8930, loss_cls: 1.1050, loss: 1.1050, grad_norm: 6.4970 2021-03-14 23:51:44,678 - mmaction - INFO - Epoch [97][520/1253] lr: 7.500e-05, eta: 0:57:09, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7167, top5_acc: 0.8896, loss_cls: 1.1413, loss: 1.1413, grad_norm: 6.4886 2021-03-14 23:51:56,958 - mmaction - INFO - Epoch [97][540/1253] lr: 7.500e-05, eta: 0:56:54, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7333, top5_acc: 0.8961, loss_cls: 1.0911, loss: 1.0911, grad_norm: 6.3853 2021-03-14 23:52:09,209 - mmaction - INFO - Epoch [97][560/1253] lr: 7.500e-05, eta: 0:56:39, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7357, top5_acc: 0.8914, loss_cls: 1.1065, loss: 1.1065, grad_norm: 6.3007 2021-03-14 23:52:21,497 - mmaction - INFO - Epoch [97][580/1253] lr: 7.500e-05, eta: 0:56:23, time: 0.614, data_time: 0.007, memory: 8809, top1_acc: 0.7315, top5_acc: 0.9065, loss_cls: 1.0724, loss: 1.0724, grad_norm: 6.3328 2021-03-14 23:52:33,837 - mmaction - INFO - Epoch [97][600/1253] lr: 7.500e-05, eta: 0:56:08, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7188, top5_acc: 0.8872, loss_cls: 1.1442, loss: 1.1442, grad_norm: 6.4288 2021-03-14 23:52:46,166 - mmaction - INFO - Epoch [97][620/1253] lr: 7.500e-05, eta: 0:55:52, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8997, loss_cls: 1.1105, loss: 1.1105, grad_norm: 6.4572 2021-03-14 23:52:58,460 - mmaction - INFO - Epoch [97][640/1253] lr: 7.500e-05, eta: 0:55:37, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7266, top5_acc: 0.8846, loss_cls: 1.1270, loss: 1.1270, grad_norm: 6.4009 2021-03-14 23:53:10,823 - mmaction - INFO - Epoch [97][660/1253] lr: 7.500e-05, eta: 0:55:22, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7398, top5_acc: 0.8984, loss_cls: 1.0709, loss: 1.0709, grad_norm: 6.3085 2021-03-14 23:53:23,175 - mmaction - INFO - Epoch [97][680/1253] lr: 7.500e-05, eta: 0:55:06, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7198, top5_acc: 0.8883, loss_cls: 1.1450, loss: 1.1450, grad_norm: 6.4709 2021-03-14 23:53:35,630 - mmaction - INFO - Epoch [97][700/1253] lr: 7.500e-05, eta: 0:54:51, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8846, loss_cls: 1.1360, loss: 1.1360, grad_norm: 6.4526 2021-03-14 23:53:47,963 - mmaction - INFO - Epoch [97][720/1253] lr: 7.500e-05, eta: 0:54:36, time: 0.618, data_time: 0.004, memory: 8809, top1_acc: 0.7255, top5_acc: 0.8904, loss_cls: 1.0868, loss: 1.0868, grad_norm: 6.2445 2021-03-14 23:54:00,244 - mmaction - INFO - Epoch [97][740/1253] lr: 7.500e-05, eta: 0:54:20, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7242, top5_acc: 0.8846, loss_cls: 1.1127, loss: 1.1127, grad_norm: 6.3709 2021-03-14 23:54:12,503 - mmaction - INFO - Epoch [97][760/1253] lr: 7.500e-05, eta: 0:54:05, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7388, top5_acc: 0.8951, loss_cls: 1.0875, loss: 1.0875, grad_norm: 6.3222 2021-03-14 23:54:24,757 - mmaction - INFO - Epoch [97][780/1253] lr: 7.500e-05, eta: 0:53:50, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7208, top5_acc: 0.8826, loss_cls: 1.1541, loss: 1.1541, grad_norm: 6.4739 2021-03-14 23:54:37,087 - mmaction - INFO - Epoch [97][800/1253] lr: 7.500e-05, eta: 0:53:34, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7245, top5_acc: 0.8776, loss_cls: 1.1315, loss: 1.1315, grad_norm: 6.4050 2021-03-14 23:54:49,307 - mmaction - INFO - Epoch [97][820/1253] lr: 7.500e-05, eta: 0:53:19, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7229, top5_acc: 0.8865, loss_cls: 1.1408, loss: 1.1408, grad_norm: 6.5368 2021-03-14 23:55:01,631 - mmaction - INFO - Epoch [97][840/1253] lr: 7.500e-05, eta: 0:53:03, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7336, top5_acc: 0.8977, loss_cls: 1.0676, loss: 1.0676, grad_norm: 6.2048 2021-03-14 23:55:13,787 - mmaction - INFO - Epoch [97][860/1253] lr: 7.500e-05, eta: 0:52:48, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7211, top5_acc: 0.8891, loss_cls: 1.1417, loss: 1.1417, grad_norm: 6.5171 2021-03-14 23:55:25,915 - mmaction - INFO - Epoch [97][880/1253] lr: 7.500e-05, eta: 0:52:33, time: 0.606, data_time: 0.002, memory: 8809, top1_acc: 0.7315, top5_acc: 0.8909, loss_cls: 1.1114, loss: 1.1114, grad_norm: 6.2953 2021-03-14 23:55:38,244 - mmaction - INFO - Epoch [97][900/1253] lr: 7.500e-05, eta: 0:52:17, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7250, top5_acc: 0.8878, loss_cls: 1.1044, loss: 1.1044, grad_norm: 6.3929 2021-03-14 23:55:50,680 - mmaction - INFO - Epoch [97][920/1253] lr: 7.500e-05, eta: 0:52:02, time: 0.622, data_time: 0.002, memory: 8809, top1_acc: 0.7336, top5_acc: 0.8966, loss_cls: 1.0587, loss: 1.0587, grad_norm: 6.2384 2021-03-14 23:56:02,988 - mmaction - INFO - Epoch [97][940/1253] lr: 7.500e-05, eta: 0:51:47, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7193, top5_acc: 0.8924, loss_cls: 1.1112, loss: 1.1112, grad_norm: 6.3693 2021-03-14 23:56:15,332 - mmaction - INFO - Epoch [97][960/1253] lr: 7.500e-05, eta: 0:51:31, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7391, top5_acc: 0.8940, loss_cls: 1.0673, loss: 1.0673, grad_norm: 6.1405 2021-03-14 23:56:27,716 - mmaction - INFO - Epoch [97][980/1253] lr: 7.500e-05, eta: 0:51:16, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7427, top5_acc: 0.8953, loss_cls: 1.0760, loss: 1.0760, grad_norm: 6.3023 2021-03-14 23:56:40,154 - mmaction - INFO - Epoch [97][1000/1253] lr: 7.500e-05, eta: 0:51:01, time: 0.623, data_time: 0.003, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8924, loss_cls: 1.1084, loss: 1.1084, grad_norm: 6.3510 2021-03-14 23:56:52,467 - mmaction - INFO - Epoch [97][1020/1253] lr: 7.500e-05, eta: 0:50:45, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7346, top5_acc: 0.8904, loss_cls: 1.0945, loss: 1.0945, grad_norm: 6.2748 2021-03-14 23:57:04,830 - mmaction - INFO - Epoch [97][1040/1253] lr: 7.500e-05, eta: 0:50:30, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7336, top5_acc: 0.8945, loss_cls: 1.0879, loss: 1.0879, grad_norm: 6.3602 2021-03-14 23:57:17,028 - mmaction - INFO - Epoch [97][1060/1253] lr: 7.500e-05, eta: 0:50:14, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7305, top5_acc: 0.8938, loss_cls: 1.0934, loss: 1.0934, grad_norm: 6.3927 2021-03-14 23:57:29,312 - mmaction - INFO - Epoch [97][1080/1253] lr: 7.500e-05, eta: 0:49:59, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7245, top5_acc: 0.8914, loss_cls: 1.1264, loss: 1.1264, grad_norm: 6.4325 2021-03-14 23:57:41,544 - mmaction - INFO - Epoch [97][1100/1253] lr: 7.500e-05, eta: 0:49:44, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7391, top5_acc: 0.8990, loss_cls: 1.0622, loss: 1.0622, grad_norm: 6.2391 2021-03-14 23:57:53,904 - mmaction - INFO - Epoch [97][1120/1253] lr: 7.500e-05, eta: 0:49:28, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7172, top5_acc: 0.8911, loss_cls: 1.1332, loss: 1.1332, grad_norm: 6.4169 2021-03-14 23:58:06,126 - mmaction - INFO - Epoch [97][1140/1253] lr: 7.500e-05, eta: 0:49:13, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7247, top5_acc: 0.8911, loss_cls: 1.0971, loss: 1.0971, grad_norm: 6.3999 2021-03-14 23:58:18,363 - mmaction - INFO - Epoch [97][1160/1253] lr: 7.500e-05, eta: 0:48:58, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7323, top5_acc: 0.8971, loss_cls: 1.0836, loss: 1.0836, grad_norm: 6.3476 2021-03-14 23:58:30,586 - mmaction - INFO - Epoch [97][1180/1253] lr: 7.500e-05, eta: 0:48:42, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7352, top5_acc: 0.8997, loss_cls: 1.0739, loss: 1.0739, grad_norm: 6.1844 2021-03-14 23:58:42,875 - mmaction - INFO - Epoch [97][1200/1253] lr: 7.500e-05, eta: 0:48:27, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7245, top5_acc: 0.9008, loss_cls: 1.0942, loss: 1.0942, grad_norm: 6.4576 2021-03-14 23:58:55,134 - mmaction - INFO - Epoch [97][1220/1253] lr: 7.500e-05, eta: 0:48:12, time: 0.616, data_time: 0.004, memory: 8809, top1_acc: 0.7237, top5_acc: 0.8914, loss_cls: 1.1191, loss: 1.1191, grad_norm: 6.3070 2021-03-14 23:59:07,449 - mmaction - INFO - Epoch [97][1240/1253] lr: 7.500e-05, eta: 0:47:56, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7315, top5_acc: 0.8917, loss_cls: 1.1081, loss: 1.1081, grad_norm: 6.3815 2021-03-15 00:02:44,000 - mmaction - INFO - Epoch [98][20/1253] lr: 7.500e-05, eta: 0:47:37, time: 10.338, data_time: 9.701, memory: 8809, top1_acc: 0.7305, top5_acc: 0.8919, loss_cls: 1.0983, loss: 1.0983, grad_norm: 6.3582 2021-03-15 00:02:56,301 - mmaction - INFO - Epoch [98][40/1253] lr: 7.500e-05, eta: 0:47:21, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7297, top5_acc: 0.8898, loss_cls: 1.1219, loss: 1.1219, grad_norm: 6.3959 2021-03-15 00:03:08,597 - mmaction - INFO - Epoch [98][60/1253] lr: 7.500e-05, eta: 0:47:06, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7271, top5_acc: 0.8948, loss_cls: 1.1105, loss: 1.1105, grad_norm: 6.3936 2021-03-15 00:03:20,893 - mmaction - INFO - Epoch [98][80/1253] lr: 7.500e-05, eta: 0:46:51, time: 0.617, data_time: 0.005, memory: 8809, top1_acc: 0.7216, top5_acc: 0.8872, loss_cls: 1.1148, loss: 1.1148, grad_norm: 6.2841 2021-03-15 00:03:33,310 - mmaction - INFO - Epoch [98][100/1253] lr: 7.500e-05, eta: 0:46:35, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7307, top5_acc: 0.8911, loss_cls: 1.1097, loss: 1.1097, grad_norm: 6.4063 2021-03-15 00:03:45,621 - mmaction - INFO - Epoch [98][120/1253] lr: 7.500e-05, eta: 0:46:20, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7263, top5_acc: 0.8865, loss_cls: 1.1131, loss: 1.1131, grad_norm: 6.3426 2021-03-15 00:03:57,920 - mmaction - INFO - Epoch [98][140/1253] lr: 7.500e-05, eta: 0:46:04, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7224, top5_acc: 0.8943, loss_cls: 1.1151, loss: 1.1151, grad_norm: 6.4169 2021-03-15 00:04:10,297 - mmaction - INFO - Epoch [98][160/1253] lr: 7.500e-05, eta: 0:45:49, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7372, top5_acc: 0.8878, loss_cls: 1.0949, loss: 1.0949, grad_norm: 6.3232 2021-03-15 00:04:22,635 - mmaction - INFO - Epoch [98][180/1253] lr: 7.500e-05, eta: 0:45:34, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7229, top5_acc: 0.8911, loss_cls: 1.1474, loss: 1.1474, grad_norm: 6.5282 2021-03-15 00:04:34,998 - mmaction - INFO - Epoch [98][200/1253] lr: 7.500e-05, eta: 0:45:18, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7229, top5_acc: 0.8891, loss_cls: 1.1160, loss: 1.1160, grad_norm: 6.3863 2021-03-15 00:04:47,153 - mmaction - INFO - Epoch [98][220/1253] lr: 7.500e-05, eta: 0:45:03, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7375, top5_acc: 0.8995, loss_cls: 1.0733, loss: 1.0733, grad_norm: 6.2868 2021-03-15 00:04:59,419 - mmaction - INFO - Epoch [98][240/1253] lr: 7.500e-05, eta: 0:44:48, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7154, top5_acc: 0.8883, loss_cls: 1.1349, loss: 1.1349, grad_norm: 6.4531 2021-03-15 00:05:11,771 - mmaction - INFO - Epoch [98][260/1253] lr: 7.500e-05, eta: 0:44:32, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7289, top5_acc: 0.8935, loss_cls: 1.0953, loss: 1.0953, grad_norm: 6.4156 2021-03-15 00:05:24,105 - mmaction - INFO - Epoch [98][280/1253] lr: 7.500e-05, eta: 0:44:17, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7310, top5_acc: 0.8956, loss_cls: 1.1120, loss: 1.1120, grad_norm: 6.3812 2021-03-15 00:05:36,407 - mmaction - INFO - Epoch [98][300/1253] lr: 7.500e-05, eta: 0:44:02, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7396, top5_acc: 0.8987, loss_cls: 1.0764, loss: 1.0764, grad_norm: 6.2599 2021-03-15 00:05:48,596 - mmaction - INFO - Epoch [98][320/1253] lr: 7.500e-05, eta: 0:43:46, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7232, top5_acc: 0.8904, loss_cls: 1.1065, loss: 1.1065, grad_norm: 6.4321 2021-03-15 00:06:00,869 - mmaction - INFO - Epoch [98][340/1253] lr: 7.500e-05, eta: 0:43:31, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7245, top5_acc: 0.8839, loss_cls: 1.1466, loss: 1.1466, grad_norm: 6.4005 2021-03-15 00:06:13,087 - mmaction - INFO - Epoch [98][360/1253] lr: 7.500e-05, eta: 0:43:15, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7451, top5_acc: 0.8951, loss_cls: 1.0720, loss: 1.0720, grad_norm: 6.3139 2021-03-15 00:06:25,280 - mmaction - INFO - Epoch [98][380/1253] lr: 7.500e-05, eta: 0:43:00, time: 0.609, data_time: 0.001, memory: 8809, top1_acc: 0.7414, top5_acc: 0.8888, loss_cls: 1.0938, loss: 1.0938, grad_norm: 6.2774 2021-03-15 00:06:37,582 - mmaction - INFO - Epoch [98][400/1253] lr: 7.500e-05, eta: 0:42:45, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7281, top5_acc: 0.8930, loss_cls: 1.0994, loss: 1.0994, grad_norm: 6.3992 2021-03-15 00:06:49,812 - mmaction - INFO - Epoch [98][420/1253] lr: 7.500e-05, eta: 0:42:29, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7250, top5_acc: 0.8909, loss_cls: 1.1092, loss: 1.1092, grad_norm: 6.4061 2021-03-15 00:07:02,133 - mmaction - INFO - Epoch [98][440/1253] lr: 7.500e-05, eta: 0:42:14, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7312, top5_acc: 0.8930, loss_cls: 1.0992, loss: 1.0992, grad_norm: 6.3757 2021-03-15 00:07:14,450 - mmaction - INFO - Epoch [98][460/1253] lr: 7.500e-05, eta: 0:41:59, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7370, top5_acc: 0.8909, loss_cls: 1.0890, loss: 1.0890, grad_norm: 6.3191 2021-03-15 00:07:26,808 - mmaction - INFO - Epoch [98][480/1253] lr: 7.500e-05, eta: 0:41:43, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7323, top5_acc: 0.8945, loss_cls: 1.1100, loss: 1.1100, grad_norm: 6.3643 2021-03-15 00:07:39,006 - mmaction - INFO - Epoch [98][500/1253] lr: 7.500e-05, eta: 0:41:28, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7344, top5_acc: 0.8922, loss_cls: 1.0938, loss: 1.0938, grad_norm: 6.2721 2021-03-15 00:07:51,291 - mmaction - INFO - Epoch [98][520/1253] lr: 7.500e-05, eta: 0:41:13, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8802, loss_cls: 1.1447, loss: 1.1447, grad_norm: 6.4060 2021-03-15 00:08:03,637 - mmaction - INFO - Epoch [98][540/1253] lr: 7.500e-05, eta: 0:40:57, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7156, top5_acc: 0.8872, loss_cls: 1.1433, loss: 1.1433, grad_norm: 6.4630 2021-03-15 00:08:16,010 - mmaction - INFO - Epoch [98][560/1253] lr: 7.500e-05, eta: 0:40:42, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7247, top5_acc: 0.8906, loss_cls: 1.1326, loss: 1.1326, grad_norm: 6.4580 2021-03-15 00:08:28,344 - mmaction - INFO - Epoch [98][580/1253] lr: 7.500e-05, eta: 0:40:27, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7260, top5_acc: 0.8940, loss_cls: 1.1120, loss: 1.1120, grad_norm: 6.4296 2021-03-15 00:08:40,676 - mmaction - INFO - Epoch [98][600/1253] lr: 7.500e-05, eta: 0:40:11, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7380, top5_acc: 0.9000, loss_cls: 1.0729, loss: 1.0729, grad_norm: 6.2863 2021-03-15 00:08:52,970 - mmaction - INFO - Epoch [98][620/1253] lr: 7.500e-05, eta: 0:39:56, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7391, top5_acc: 0.8935, loss_cls: 1.0797, loss: 1.0797, grad_norm: 6.2822 2021-03-15 00:09:05,305 - mmaction - INFO - Epoch [98][640/1253] lr: 7.500e-05, eta: 0:39:41, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7388, top5_acc: 0.8935, loss_cls: 1.0848, loss: 1.0848, grad_norm: 6.2805 2021-03-15 00:09:17,606 - mmaction - INFO - Epoch [98][660/1253] lr: 7.500e-05, eta: 0:39:25, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7357, top5_acc: 0.8865, loss_cls: 1.1036, loss: 1.1036, grad_norm: 6.2576 2021-03-15 00:09:29,981 - mmaction - INFO - Epoch [98][680/1253] lr: 7.500e-05, eta: 0:39:10, time: 0.619, data_time: 0.003, memory: 8809, top1_acc: 0.7385, top5_acc: 0.8977, loss_cls: 1.0581, loss: 1.0581, grad_norm: 6.2327 2021-03-15 00:09:42,242 - mmaction - INFO - Epoch [98][700/1253] lr: 7.500e-05, eta: 0:38:55, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7440, top5_acc: 0.9005, loss_cls: 1.0580, loss: 1.0580, grad_norm: 6.2357 2021-03-15 00:09:54,507 - mmaction - INFO - Epoch [98][720/1253] lr: 7.500e-05, eta: 0:38:39, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7352, top5_acc: 0.8932, loss_cls: 1.0835, loss: 1.0835, grad_norm: 6.3527 2021-03-15 00:10:06,748 - mmaction - INFO - Epoch [98][740/1253] lr: 7.500e-05, eta: 0:38:24, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7227, top5_acc: 0.8979, loss_cls: 1.0969, loss: 1.0969, grad_norm: 6.3625 2021-03-15 00:10:19,007 - mmaction - INFO - Epoch [98][760/1253] lr: 7.500e-05, eta: 0:38:09, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7307, top5_acc: 0.8883, loss_cls: 1.1167, loss: 1.1167, grad_norm: 6.3495 2021-03-15 00:10:31,215 - mmaction - INFO - Epoch [98][780/1253] lr: 7.500e-05, eta: 0:37:53, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7367, top5_acc: 0.8938, loss_cls: 1.0893, loss: 1.0893, grad_norm: 6.3133 2021-03-15 00:10:43,425 - mmaction - INFO - Epoch [98][800/1253] lr: 7.500e-05, eta: 0:37:38, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7339, top5_acc: 0.8872, loss_cls: 1.0990, loss: 1.0990, grad_norm: 6.3444 2021-03-15 00:10:55,587 - mmaction - INFO - Epoch [98][820/1253] lr: 7.500e-05, eta: 0:37:23, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.7404, top5_acc: 0.8953, loss_cls: 1.0858, loss: 1.0858, grad_norm: 6.3257 2021-03-15 00:11:07,836 - mmaction - INFO - Epoch [98][840/1253] lr: 7.500e-05, eta: 0:37:07, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7188, top5_acc: 0.8893, loss_cls: 1.1368, loss: 1.1368, grad_norm: 6.5040 2021-03-15 00:11:20,239 - mmaction - INFO - Epoch [98][860/1253] lr: 7.500e-05, eta: 0:36:52, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.7227, top5_acc: 0.8883, loss_cls: 1.1134, loss: 1.1134, grad_norm: 6.3734 2021-03-15 00:11:32,443 - mmaction - INFO - Epoch [98][880/1253] lr: 7.500e-05, eta: 0:36:37, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7307, top5_acc: 0.8891, loss_cls: 1.0840, loss: 1.0840, grad_norm: 6.2300 2021-03-15 00:11:44,671 - mmaction - INFO - Epoch [98][900/1253] lr: 7.500e-05, eta: 0:36:21, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7266, top5_acc: 0.8885, loss_cls: 1.1077, loss: 1.1077, grad_norm: 6.3903 2021-03-15 00:11:56,833 - mmaction - INFO - Epoch [98][920/1253] lr: 7.500e-05, eta: 0:36:06, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7336, top5_acc: 0.8857, loss_cls: 1.1010, loss: 1.1010, grad_norm: 6.3639 2021-03-15 00:12:09,060 - mmaction - INFO - Epoch [98][940/1253] lr: 7.500e-05, eta: 0:35:51, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7383, top5_acc: 0.8867, loss_cls: 1.1087, loss: 1.1087, grad_norm: 6.3669 2021-03-15 00:12:21,269 - mmaction - INFO - Epoch [98][960/1253] lr: 7.500e-05, eta: 0:35:35, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7326, top5_acc: 0.8906, loss_cls: 1.1107, loss: 1.1107, grad_norm: 6.4648 2021-03-15 00:12:33,550 - mmaction - INFO - Epoch [98][980/1253] lr: 7.500e-05, eta: 0:35:20, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7279, top5_acc: 0.8977, loss_cls: 1.0993, loss: 1.0993, grad_norm: 6.3780 2021-03-15 00:12:45,958 - mmaction - INFO - Epoch [98][1000/1253] lr: 7.500e-05, eta: 0:35:05, time: 0.620, data_time: 0.002, memory: 8809, top1_acc: 0.7260, top5_acc: 0.8867, loss_cls: 1.1223, loss: 1.1223, grad_norm: 6.3983 2021-03-15 00:12:58,212 - mmaction - INFO - Epoch [98][1020/1253] lr: 7.500e-05, eta: 0:34:49, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7297, top5_acc: 0.8948, loss_cls: 1.0924, loss: 1.0924, grad_norm: 6.3534 2021-03-15 00:13:10,385 - mmaction - INFO - Epoch [98][1040/1253] lr: 7.500e-05, eta: 0:34:34, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7227, top5_acc: 0.8885, loss_cls: 1.1376, loss: 1.1376, grad_norm: 6.4072 2021-03-15 00:13:22,651 - mmaction - INFO - Epoch [98][1060/1253] lr: 7.500e-05, eta: 0:34:19, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7305, top5_acc: 0.8865, loss_cls: 1.1210, loss: 1.1210, grad_norm: 6.4990 2021-03-15 00:13:34,941 - mmaction - INFO - Epoch [98][1080/1253] lr: 7.500e-05, eta: 0:34:03, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7391, top5_acc: 0.8901, loss_cls: 1.0946, loss: 1.0946, grad_norm: 6.3014 2021-03-15 00:13:47,200 - mmaction - INFO - Epoch [98][1100/1253] lr: 7.500e-05, eta: 0:33:48, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7380, top5_acc: 0.8982, loss_cls: 1.0713, loss: 1.0713, grad_norm: 6.2828 2021-03-15 00:13:59,397 - mmaction - INFO - Epoch [98][1120/1253] lr: 7.500e-05, eta: 0:33:33, time: 0.610, data_time: 0.003, memory: 8809, top1_acc: 0.7146, top5_acc: 0.8865, loss_cls: 1.1466, loss: 1.1466, grad_norm: 6.5203 2021-03-15 00:14:11,702 - mmaction - INFO - Epoch [98][1140/1253] lr: 7.500e-05, eta: 0:33:17, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7299, top5_acc: 0.8885, loss_cls: 1.1117, loss: 1.1117, grad_norm: 6.3788 2021-03-15 00:14:24,044 - mmaction - INFO - Epoch [98][1160/1253] lr: 7.500e-05, eta: 0:33:02, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7422, top5_acc: 0.9018, loss_cls: 1.0515, loss: 1.0515, grad_norm: 6.2559 2021-03-15 00:14:36,495 - mmaction - INFO - Epoch [98][1180/1253] lr: 7.500e-05, eta: 0:32:47, time: 0.623, data_time: 0.003, memory: 8809, top1_acc: 0.7388, top5_acc: 0.8914, loss_cls: 1.0809, loss: 1.0809, grad_norm: 6.2255 2021-03-15 00:14:48,728 - mmaction - INFO - Epoch [98][1200/1253] lr: 7.500e-05, eta: 0:32:31, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7240, top5_acc: 0.8878, loss_cls: 1.1226, loss: 1.1226, grad_norm: 6.4373 2021-03-15 00:15:01,009 - mmaction - INFO - Epoch [98][1220/1253] lr: 7.500e-05, eta: 0:32:16, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7367, top5_acc: 0.8958, loss_cls: 1.0925, loss: 1.0925, grad_norm: 6.3223 2021-03-15 00:15:13,270 - mmaction - INFO - Epoch [98][1240/1253] lr: 7.500e-05, eta: 0:32:01, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7255, top5_acc: 0.8878, loss_cls: 1.1211, loss: 1.1211, grad_norm: 6.4024 2021-03-15 00:18:50,357 - mmaction - INFO - Epoch [99][20/1253] lr: 7.500e-05, eta: 0:31:39, time: 10.369, data_time: 9.705, memory: 8809, top1_acc: 0.7263, top5_acc: 0.8880, loss_cls: 1.1130, loss: 1.1130, grad_norm: 6.3992 2021-03-15 00:19:02,699 - mmaction - INFO - Epoch [99][40/1253] lr: 7.500e-05, eta: 0:31:24, time: 0.617, data_time: 0.005, memory: 8809, top1_acc: 0.7240, top5_acc: 0.8906, loss_cls: 1.1136, loss: 1.1136, grad_norm: 6.4521 2021-03-15 00:19:14,938 - mmaction - INFO - Epoch [99][60/1253] lr: 7.500e-05, eta: 0:31:09, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7208, top5_acc: 0.8891, loss_cls: 1.1245, loss: 1.1245, grad_norm: 6.4645 2021-03-15 00:19:27,252 - mmaction - INFO - Epoch [99][80/1253] lr: 7.500e-05, eta: 0:30:53, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7245, top5_acc: 0.8883, loss_cls: 1.1218, loss: 1.1218, grad_norm: 6.3607 2021-03-15 00:19:39,599 - mmaction - INFO - Epoch [99][100/1253] lr: 7.500e-05, eta: 0:30:38, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7214, top5_acc: 0.8867, loss_cls: 1.1422, loss: 1.1422, grad_norm: 6.4344 2021-03-15 00:19:51,926 - mmaction - INFO - Epoch [99][120/1253] lr: 7.500e-05, eta: 0:30:22, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7328, top5_acc: 0.8927, loss_cls: 1.0975, loss: 1.0975, grad_norm: 6.4035 2021-03-15 00:20:04,141 - mmaction - INFO - Epoch [99][140/1253] lr: 7.500e-05, eta: 0:30:07, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7208, top5_acc: 0.8888, loss_cls: 1.1112, loss: 1.1112, grad_norm: 6.4692 2021-03-15 00:20:16,305 - mmaction - INFO - Epoch [99][160/1253] lr: 7.500e-05, eta: 0:29:52, time: 0.608, data_time: 0.001, memory: 8809, top1_acc: 0.7232, top5_acc: 0.8930, loss_cls: 1.0914, loss: 1.0914, grad_norm: 6.3800 2021-03-15 00:20:28,571 - mmaction - INFO - Epoch [99][180/1253] lr: 7.500e-05, eta: 0:29:36, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7286, top5_acc: 0.8885, loss_cls: 1.0992, loss: 1.0992, grad_norm: 6.3014 2021-03-15 00:20:40,888 - mmaction - INFO - Epoch [99][200/1253] lr: 7.500e-05, eta: 0:29:21, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7440, top5_acc: 0.8935, loss_cls: 1.0581, loss: 1.0581, grad_norm: 6.1941 2021-03-15 00:20:53,273 - mmaction - INFO - Epoch [99][220/1253] lr: 7.500e-05, eta: 0:29:06, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.7310, top5_acc: 0.8841, loss_cls: 1.1280, loss: 1.1280, grad_norm: 6.3598 2021-03-15 00:21:05,466 - mmaction - INFO - Epoch [99][240/1253] lr: 7.500e-05, eta: 0:28:50, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7320, top5_acc: 0.8940, loss_cls: 1.0898, loss: 1.0898, grad_norm: 6.3215 2021-03-15 00:21:17,824 - mmaction - INFO - Epoch [99][260/1253] lr: 7.500e-05, eta: 0:28:35, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7323, top5_acc: 0.8945, loss_cls: 1.1075, loss: 1.1075, grad_norm: 6.4227 2021-03-15 00:21:30,130 - mmaction - INFO - Epoch [99][280/1253] lr: 7.500e-05, eta: 0:28:20, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7263, top5_acc: 0.8922, loss_cls: 1.1111, loss: 1.1111, grad_norm: 6.4828 2021-03-15 00:21:42,279 - mmaction - INFO - Epoch [99][300/1253] lr: 7.500e-05, eta: 0:28:04, time: 0.608, data_time: 0.002, memory: 8809, top1_acc: 0.7393, top5_acc: 0.8930, loss_cls: 1.0920, loss: 1.0920, grad_norm: 6.4106 2021-03-15 00:21:54,553 - mmaction - INFO - Epoch [99][320/1253] lr: 7.500e-05, eta: 0:27:49, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7310, top5_acc: 0.8857, loss_cls: 1.1253, loss: 1.1253, grad_norm: 6.4550 2021-03-15 00:22:06,790 - mmaction - INFO - Epoch [99][340/1253] lr: 7.500e-05, eta: 0:27:34, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7271, top5_acc: 0.8958, loss_cls: 1.0917, loss: 1.0917, grad_norm: 6.3655 2021-03-15 00:22:19,142 - mmaction - INFO - Epoch [99][360/1253] lr: 7.500e-05, eta: 0:27:18, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7273, top5_acc: 0.8849, loss_cls: 1.1289, loss: 1.1289, grad_norm: 6.4071 2021-03-15 00:22:31,383 - mmaction - INFO - Epoch [99][380/1253] lr: 7.500e-05, eta: 0:27:03, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7279, top5_acc: 0.8872, loss_cls: 1.1026, loss: 1.1026, grad_norm: 6.3557 2021-03-15 00:22:43,644 - mmaction - INFO - Epoch [99][400/1253] lr: 7.500e-05, eta: 0:26:48, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7299, top5_acc: 0.8904, loss_cls: 1.1097, loss: 1.1097, grad_norm: 6.3035 2021-03-15 00:22:55,858 - mmaction - INFO - Epoch [99][420/1253] lr: 7.500e-05, eta: 0:26:33, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7229, top5_acc: 0.8844, loss_cls: 1.1463, loss: 1.1463, grad_norm: 6.4111 2021-03-15 00:23:08,164 - mmaction - INFO - Epoch [99][440/1253] lr: 7.500e-05, eta: 0:26:17, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7305, top5_acc: 0.8945, loss_cls: 1.0745, loss: 1.0745, grad_norm: 6.2702 2021-03-15 00:23:20,596 - mmaction - INFO - Epoch [99][460/1253] lr: 7.500e-05, eta: 0:26:02, time: 0.622, data_time: 0.002, memory: 8809, top1_acc: 0.7299, top5_acc: 0.8984, loss_cls: 1.0874, loss: 1.0874, grad_norm: 6.4123 2021-03-15 00:23:32,951 - mmaction - INFO - Epoch [99][480/1253] lr: 7.500e-05, eta: 0:25:47, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7279, top5_acc: 0.8828, loss_cls: 1.0979, loss: 1.0979, grad_norm: 6.3387 2021-03-15 00:23:45,129 - mmaction - INFO - Epoch [99][500/1253] lr: 7.500e-05, eta: 0:25:31, time: 0.609, data_time: 0.003, memory: 8809, top1_acc: 0.7331, top5_acc: 0.8906, loss_cls: 1.0858, loss: 1.0858, grad_norm: 6.3012 2021-03-15 00:23:57,335 - mmaction - INFO - Epoch [99][520/1253] lr: 7.500e-05, eta: 0:25:16, time: 0.611, data_time: 0.003, memory: 8809, top1_acc: 0.7328, top5_acc: 0.8880, loss_cls: 1.0952, loss: 1.0952, grad_norm: 6.3141 2021-03-15 00:24:09,582 - mmaction - INFO - Epoch [99][540/1253] lr: 7.500e-05, eta: 0:25:01, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7315, top5_acc: 0.8901, loss_cls: 1.0903, loss: 1.0903, grad_norm: 6.2257 2021-03-15 00:24:21,951 - mmaction - INFO - Epoch [99][560/1253] lr: 7.500e-05, eta: 0:24:45, time: 0.618, data_time: 0.001, memory: 8809, top1_acc: 0.7341, top5_acc: 0.8974, loss_cls: 1.0931, loss: 1.0931, grad_norm: 6.3209 2021-03-15 00:24:34,224 - mmaction - INFO - Epoch [99][580/1253] lr: 7.500e-05, eta: 0:24:30, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7221, top5_acc: 0.9003, loss_cls: 1.0888, loss: 1.0888, grad_norm: 6.4175 2021-03-15 00:24:46,523 - mmaction - INFO - Epoch [99][600/1253] lr: 7.500e-05, eta: 0:24:15, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7227, top5_acc: 0.8854, loss_cls: 1.1376, loss: 1.1376, grad_norm: 6.4911 2021-03-15 00:24:58,756 - mmaction - INFO - Epoch [99][620/1253] lr: 7.500e-05, eta: 0:23:59, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7312, top5_acc: 0.8940, loss_cls: 1.0785, loss: 1.0785, grad_norm: 6.2943 2021-03-15 00:25:11,245 - mmaction - INFO - Epoch [99][640/1253] lr: 7.500e-05, eta: 0:23:44, time: 0.623, data_time: 0.003, memory: 8809, top1_acc: 0.7307, top5_acc: 0.8883, loss_cls: 1.0954, loss: 1.0954, grad_norm: 6.2673 2021-03-15 00:25:23,590 - mmaction - INFO - Epoch [99][660/1253] lr: 7.500e-05, eta: 0:23:29, time: 0.619, data_time: 0.004, memory: 8809, top1_acc: 0.7273, top5_acc: 0.8833, loss_cls: 1.1189, loss: 1.1189, grad_norm: 6.3111 2021-03-15 00:25:35,967 - mmaction - INFO - Epoch [99][680/1253] lr: 7.500e-05, eta: 0:23:13, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7333, top5_acc: 0.8997, loss_cls: 1.0732, loss: 1.0732, grad_norm: 6.2777 2021-03-15 00:25:48,330 - mmaction - INFO - Epoch [99][700/1253] lr: 7.500e-05, eta: 0:22:58, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7281, top5_acc: 0.8924, loss_cls: 1.0968, loss: 1.0968, grad_norm: 6.3664 2021-03-15 00:26:00,608 - mmaction - INFO - Epoch [99][720/1253] lr: 7.500e-05, eta: 0:22:43, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7188, top5_acc: 0.8831, loss_cls: 1.1335, loss: 1.1335, grad_norm: 6.4303 2021-03-15 00:26:12,872 - mmaction - INFO - Epoch [99][740/1253] lr: 7.500e-05, eta: 0:22:27, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7266, top5_acc: 0.8938, loss_cls: 1.0983, loss: 1.0983, grad_norm: 6.3546 2021-03-15 00:26:25,227 - mmaction - INFO - Epoch [99][760/1253] lr: 7.500e-05, eta: 0:22:12, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7250, top5_acc: 0.8891, loss_cls: 1.1237, loss: 1.1237, grad_norm: 6.4751 2021-03-15 00:26:37,525 - mmaction - INFO - Epoch [99][780/1253] lr: 7.500e-05, eta: 0:21:57, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7284, top5_acc: 0.8906, loss_cls: 1.1320, loss: 1.1320, grad_norm: 6.4424 2021-03-15 00:26:49,776 - mmaction - INFO - Epoch [99][800/1253] lr: 7.500e-05, eta: 0:21:42, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7312, top5_acc: 0.8909, loss_cls: 1.0961, loss: 1.0961, grad_norm: 6.5067 2021-03-15 00:27:02,017 - mmaction - INFO - Epoch [99][820/1253] lr: 7.500e-05, eta: 0:21:26, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7320, top5_acc: 0.8906, loss_cls: 1.0930, loss: 1.0930, grad_norm: 6.3100 2021-03-15 00:27:14,359 - mmaction - INFO - Epoch [99][840/1253] lr: 7.500e-05, eta: 0:21:11, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7404, top5_acc: 0.8880, loss_cls: 1.0878, loss: 1.0878, grad_norm: 6.2373 2021-03-15 00:27:26,620 - mmaction - INFO - Epoch [99][860/1253] lr: 7.500e-05, eta: 0:20:56, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7414, top5_acc: 0.8990, loss_cls: 1.0629, loss: 1.0629, grad_norm: 6.2375 2021-03-15 00:27:39,117 - mmaction - INFO - Epoch [99][880/1253] lr: 7.500e-05, eta: 0:20:40, time: 0.625, data_time: 0.002, memory: 8809, top1_acc: 0.7307, top5_acc: 0.8878, loss_cls: 1.1146, loss: 1.1146, grad_norm: 6.3250 2021-03-15 00:27:51,401 - mmaction - INFO - Epoch [99][900/1253] lr: 7.500e-05, eta: 0:20:25, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7349, top5_acc: 0.8919, loss_cls: 1.0941, loss: 1.0941, grad_norm: 6.3176 2021-03-15 00:28:03,733 - mmaction - INFO - Epoch [99][920/1253] lr: 7.500e-05, eta: 0:20:10, time: 0.617, data_time: 0.001, memory: 8809, top1_acc: 0.7266, top5_acc: 0.8865, loss_cls: 1.1016, loss: 1.1016, grad_norm: 6.3197 2021-03-15 00:28:16,025 - mmaction - INFO - Epoch [99][940/1253] lr: 7.500e-05, eta: 0:19:54, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7385, top5_acc: 0.8982, loss_cls: 1.0641, loss: 1.0641, grad_norm: 6.2318 2021-03-15 00:28:28,300 - mmaction - INFO - Epoch [99][960/1253] lr: 7.500e-05, eta: 0:19:39, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7279, top5_acc: 0.8831, loss_cls: 1.1169, loss: 1.1169, grad_norm: 6.4355 2021-03-15 00:28:40,669 - mmaction - INFO - Epoch [99][980/1253] lr: 7.500e-05, eta: 0:19:24, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8844, loss_cls: 1.1554, loss: 1.1554, grad_norm: 6.4792 2021-03-15 00:28:52,971 - mmaction - INFO - Epoch [99][1000/1253] lr: 7.500e-05, eta: 0:19:09, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7286, top5_acc: 0.8911, loss_cls: 1.1211, loss: 1.1211, grad_norm: 6.4676 2021-03-15 00:29:05,261 - mmaction - INFO - Epoch [99][1020/1253] lr: 7.500e-05, eta: 0:18:53, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7227, top5_acc: 0.8917, loss_cls: 1.1112, loss: 1.1112, grad_norm: 6.3639 2021-03-15 00:29:17,687 - mmaction - INFO - Epoch [99][1040/1253] lr: 7.500e-05, eta: 0:18:38, time: 0.622, data_time: 0.002, memory: 8809, top1_acc: 0.7276, top5_acc: 0.8872, loss_cls: 1.1219, loss: 1.1219, grad_norm: 6.3859 2021-03-15 00:29:29,972 - mmaction - INFO - Epoch [99][1060/1253] lr: 7.500e-05, eta: 0:18:23, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7396, top5_acc: 0.8924, loss_cls: 1.0514, loss: 1.0514, grad_norm: 6.2040 2021-03-15 00:29:42,238 - mmaction - INFO - Epoch [99][1080/1253] lr: 7.500e-05, eta: 0:18:07, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1240, loss: 1.1240, grad_norm: 6.3907 2021-03-15 00:29:54,581 - mmaction - INFO - Epoch [99][1100/1253] lr: 7.500e-05, eta: 0:17:52, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7344, top5_acc: 0.8880, loss_cls: 1.0870, loss: 1.0870, grad_norm: 6.3534 2021-03-15 00:30:06,887 - mmaction - INFO - Epoch [99][1120/1253] lr: 7.500e-05, eta: 0:17:37, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7341, top5_acc: 0.8961, loss_cls: 1.0951, loss: 1.0951, grad_norm: 6.4149 2021-03-15 00:30:19,308 - mmaction - INFO - Epoch [99][1140/1253] lr: 7.500e-05, eta: 0:17:22, time: 0.621, data_time: 0.002, memory: 8809, top1_acc: 0.7297, top5_acc: 0.8898, loss_cls: 1.0972, loss: 1.0972, grad_norm: 6.3321 2021-03-15 00:30:31,644 - mmaction - INFO - Epoch [99][1160/1253] lr: 7.500e-05, eta: 0:17:06, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7284, top5_acc: 0.8823, loss_cls: 1.1178, loss: 1.1178, grad_norm: 6.4485 2021-03-15 00:30:43,975 - mmaction - INFO - Epoch [99][1180/1253] lr: 7.500e-05, eta: 0:16:51, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7299, top5_acc: 0.8852, loss_cls: 1.1173, loss: 1.1173, grad_norm: 6.4354 2021-03-15 00:30:56,312 - mmaction - INFO - Epoch [99][1200/1253] lr: 7.500e-05, eta: 0:16:36, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7320, top5_acc: 0.8885, loss_cls: 1.1133, loss: 1.1133, grad_norm: 6.3951 2021-03-15 00:31:08,540 - mmaction - INFO - Epoch [99][1220/1253] lr: 7.500e-05, eta: 0:16:20, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7417, top5_acc: 0.8911, loss_cls: 1.0705, loss: 1.0705, grad_norm: 6.2230 2021-03-15 00:31:20,835 - mmaction - INFO - Epoch [99][1240/1253] lr: 7.500e-05, eta: 0:16:05, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7315, top5_acc: 0.8919, loss_cls: 1.1064, loss: 1.1064, grad_norm: 6.3903 2021-03-15 00:34:56,867 - mmaction - INFO - Epoch [100][20/1253] lr: 7.500e-05, eta: 0:15:42, time: 10.320, data_time: 9.684, memory: 8809, top1_acc: 0.7253, top5_acc: 0.8924, loss_cls: 1.1127, loss: 1.1127, grad_norm: 6.4374 2021-03-15 00:35:09,155 - mmaction - INFO - Epoch [100][40/1253] lr: 7.500e-05, eta: 0:15:26, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7471, top5_acc: 0.8966, loss_cls: 1.0588, loss: 1.0588, grad_norm: 6.2274 2021-03-15 00:35:21,360 - mmaction - INFO - Epoch [100][60/1253] lr: 7.500e-05, eta: 0:15:11, time: 0.609, data_time: 0.002, memory: 8809, top1_acc: 0.7359, top5_acc: 0.8984, loss_cls: 1.0764, loss: 1.0764, grad_norm: 6.3265 2021-03-15 00:35:33,611 - mmaction - INFO - Epoch [100][80/1253] lr: 7.500e-05, eta: 0:14:56, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7370, top5_acc: 0.8885, loss_cls: 1.0876, loss: 1.0876, grad_norm: 6.2358 2021-03-15 00:35:45,900 - mmaction - INFO - Epoch [100][100/1253] lr: 7.500e-05, eta: 0:14:40, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7346, top5_acc: 0.8901, loss_cls: 1.1020, loss: 1.1020, grad_norm: 6.3383 2021-03-15 00:35:58,202 - mmaction - INFO - Epoch [100][120/1253] lr: 7.500e-05, eta: 0:14:25, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7385, top5_acc: 0.8896, loss_cls: 1.0968, loss: 1.0968, grad_norm: 6.3890 2021-03-15 00:36:10,423 - mmaction - INFO - Epoch [100][140/1253] lr: 7.500e-05, eta: 0:14:10, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7357, top5_acc: 0.8969, loss_cls: 1.0864, loss: 1.0864, grad_norm: 6.2994 2021-03-15 00:36:22,686 - mmaction - INFO - Epoch [100][160/1253] lr: 7.500e-05, eta: 0:13:55, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7320, top5_acc: 0.9023, loss_cls: 1.0685, loss: 1.0685, grad_norm: 6.3101 2021-03-15 00:36:35,001 - mmaction - INFO - Epoch [100][180/1253] lr: 7.500e-05, eta: 0:13:39, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7331, top5_acc: 0.8901, loss_cls: 1.1053, loss: 1.1053, grad_norm: 6.2976 2021-03-15 00:36:47,206 - mmaction - INFO - Epoch [100][200/1253] lr: 7.500e-05, eta: 0:13:24, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7211, top5_acc: 0.8839, loss_cls: 1.1313, loss: 1.1313, grad_norm: 6.4757 2021-03-15 00:36:59,500 - mmaction - INFO - Epoch [100][220/1253] lr: 7.500e-05, eta: 0:13:09, time: 0.615, data_time: 0.001, memory: 8809, top1_acc: 0.7352, top5_acc: 0.8974, loss_cls: 1.0514, loss: 1.0514, grad_norm: 6.2710 2021-03-15 00:37:11,809 - mmaction - INFO - Epoch [100][240/1253] lr: 7.500e-05, eta: 0:12:53, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7255, top5_acc: 0.8914, loss_cls: 1.1033, loss: 1.1033, grad_norm: 6.3847 2021-03-15 00:37:24,022 - mmaction - INFO - Epoch [100][260/1253] lr: 7.500e-05, eta: 0:12:38, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7349, top5_acc: 0.8995, loss_cls: 1.0693, loss: 1.0693, grad_norm: 6.2745 2021-03-15 00:37:36,301 - mmaction - INFO - Epoch [100][280/1253] lr: 7.500e-05, eta: 0:12:23, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7349, top5_acc: 0.8919, loss_cls: 1.0988, loss: 1.0988, grad_norm: 6.3542 2021-03-15 00:37:48,580 - mmaction - INFO - Epoch [100][300/1253] lr: 7.500e-05, eta: 0:12:07, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7328, top5_acc: 0.8969, loss_cls: 1.0851, loss: 1.0851, grad_norm: 6.3369 2021-03-15 00:38:00,918 - mmaction - INFO - Epoch [100][320/1253] lr: 7.500e-05, eta: 0:11:52, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7365, top5_acc: 0.8992, loss_cls: 1.0639, loss: 1.0639, grad_norm: 6.3547 2021-03-15 00:38:13,279 - mmaction - INFO - Epoch [100][340/1253] lr: 7.500e-05, eta: 0:11:37, time: 0.618, data_time: 0.003, memory: 8809, top1_acc: 0.7292, top5_acc: 0.8935, loss_cls: 1.1134, loss: 1.1134, grad_norm: 6.4054 2021-03-15 00:38:25,536 - mmaction - INFO - Epoch [100][360/1253] lr: 7.500e-05, eta: 0:11:22, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7240, top5_acc: 0.8872, loss_cls: 1.0948, loss: 1.0948, grad_norm: 6.3362 2021-03-15 00:38:37,765 - mmaction - INFO - Epoch [100][380/1253] lr: 7.500e-05, eta: 0:11:06, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7333, top5_acc: 0.8880, loss_cls: 1.0900, loss: 1.0900, grad_norm: 6.3390 2021-03-15 00:38:49,960 - mmaction - INFO - Epoch [100][400/1253] lr: 7.500e-05, eta: 0:10:51, time: 0.610, data_time: 0.001, memory: 8809, top1_acc: 0.7253, top5_acc: 0.8919, loss_cls: 1.1043, loss: 1.1043, grad_norm: 6.3387 2021-03-15 00:39:02,266 - mmaction - INFO - Epoch [100][420/1253] lr: 7.500e-05, eta: 0:10:36, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7312, top5_acc: 0.8896, loss_cls: 1.1041, loss: 1.1041, grad_norm: 6.3884 2021-03-15 00:39:14,704 - mmaction - INFO - Epoch [100][440/1253] lr: 7.500e-05, eta: 0:10:20, time: 0.622, data_time: 0.001, memory: 8809, top1_acc: 0.7344, top5_acc: 0.8930, loss_cls: 1.0878, loss: 1.0878, grad_norm: 6.3103 2021-03-15 00:39:27,026 - mmaction - INFO - Epoch [100][460/1253] lr: 7.500e-05, eta: 0:10:05, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7315, top5_acc: 0.8867, loss_cls: 1.1259, loss: 1.1259, grad_norm: 6.3144 2021-03-15 00:39:39,251 - mmaction - INFO - Epoch [100][480/1253] lr: 7.500e-05, eta: 0:09:50, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7281, top5_acc: 0.8977, loss_cls: 1.0751, loss: 1.0751, grad_norm: 6.3283 2021-03-15 00:39:51,480 - mmaction - INFO - Epoch [100][500/1253] lr: 7.500e-05, eta: 0:09:34, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8875, loss_cls: 1.1537, loss: 1.1537, grad_norm: 6.6452 2021-03-15 00:40:03,672 - mmaction - INFO - Epoch [100][520/1253] lr: 7.500e-05, eta: 0:09:19, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8893, loss_cls: 1.1306, loss: 1.1306, grad_norm: 6.3858 2021-03-15 00:40:16,051 - mmaction - INFO - Epoch [100][540/1253] lr: 7.500e-05, eta: 0:09:04, time: 0.619, data_time: 0.002, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8961, loss_cls: 1.0929, loss: 1.0929, grad_norm: 6.4057 2021-03-15 00:40:28,349 - mmaction - INFO - Epoch [100][560/1253] lr: 7.500e-05, eta: 0:08:49, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7299, top5_acc: 0.8789, loss_cls: 1.1381, loss: 1.1381, grad_norm: 6.4837 2021-03-15 00:40:40,667 - mmaction - INFO - Epoch [100][580/1253] lr: 7.500e-05, eta: 0:08:33, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7232, top5_acc: 0.8875, loss_cls: 1.1137, loss: 1.1137, grad_norm: 6.4257 2021-03-15 00:40:52,941 - mmaction - INFO - Epoch [100][600/1253] lr: 7.500e-05, eta: 0:08:18, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7268, top5_acc: 0.8914, loss_cls: 1.0997, loss: 1.0997, grad_norm: 6.3376 2021-03-15 00:41:05,276 - mmaction - INFO - Epoch [100][620/1253] lr: 7.500e-05, eta: 0:08:03, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7307, top5_acc: 0.8883, loss_cls: 1.1072, loss: 1.1072, grad_norm: 6.3598 2021-03-15 00:41:17,568 - mmaction - INFO - Epoch [100][640/1253] lr: 7.500e-05, eta: 0:07:47, time: 0.615, data_time: 0.003, memory: 8809, top1_acc: 0.7260, top5_acc: 0.8862, loss_cls: 1.1233, loss: 1.1233, grad_norm: 6.4057 2021-03-15 00:41:29,814 - mmaction - INFO - Epoch [100][660/1253] lr: 7.500e-05, eta: 0:07:32, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7297, top5_acc: 0.8901, loss_cls: 1.1173, loss: 1.1173, grad_norm: 6.3576 2021-03-15 00:41:42,205 - mmaction - INFO - Epoch [100][680/1253] lr: 7.500e-05, eta: 0:07:17, time: 0.620, data_time: 0.003, memory: 8809, top1_acc: 0.7333, top5_acc: 0.8911, loss_cls: 1.0975, loss: 1.0975, grad_norm: 6.4081 2021-03-15 00:41:54,536 - mmaction - INFO - Epoch [100][700/1253] lr: 7.500e-05, eta: 0:07:02, time: 0.616, data_time: 0.001, memory: 8809, top1_acc: 0.7370, top5_acc: 0.8922, loss_cls: 1.1045, loss: 1.1045, grad_norm: 6.3378 2021-03-15 00:42:06,868 - mmaction - INFO - Epoch [100][720/1253] lr: 7.500e-05, eta: 0:06:46, time: 0.617, data_time: 0.003, memory: 8809, top1_acc: 0.7279, top5_acc: 0.8878, loss_cls: 1.1116, loss: 1.1116, grad_norm: 6.3462 2021-03-15 00:42:19,156 - mmaction - INFO - Epoch [100][740/1253] lr: 7.500e-05, eta: 0:06:31, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7128, top5_acc: 0.8844, loss_cls: 1.1510, loss: 1.1510, grad_norm: 6.5633 2021-03-15 00:42:31,497 - mmaction - INFO - Epoch [100][760/1253] lr: 7.500e-05, eta: 0:06:16, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7201, top5_acc: 0.8857, loss_cls: 1.1412, loss: 1.1412, grad_norm: 6.5292 2021-03-15 00:42:43,751 - mmaction - INFO - Epoch [100][780/1253] lr: 7.500e-05, eta: 0:06:01, time: 0.614, data_time: 0.003, memory: 8809, top1_acc: 0.7419, top5_acc: 0.8987, loss_cls: 1.0723, loss: 1.0723, grad_norm: 6.3631 2021-03-15 00:42:56,040 - mmaction - INFO - Epoch [100][800/1253] lr: 7.500e-05, eta: 0:05:45, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7237, top5_acc: 0.8911, loss_cls: 1.1081, loss: 1.1081, grad_norm: 6.4569 2021-03-15 00:43:08,238 - mmaction - INFO - Epoch [100][820/1253] lr: 7.500e-05, eta: 0:05:30, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7221, top5_acc: 0.8870, loss_cls: 1.1493, loss: 1.1493, grad_norm: 6.5414 2021-03-15 00:43:20,471 - mmaction - INFO - Epoch [100][840/1253] lr: 7.500e-05, eta: 0:05:15, time: 0.611, data_time: 0.002, memory: 8809, top1_acc: 0.7315, top5_acc: 0.8883, loss_cls: 1.1044, loss: 1.1044, grad_norm: 6.3810 2021-03-15 00:43:32,732 - mmaction - INFO - Epoch [100][860/1253] lr: 7.500e-05, eta: 0:04:59, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7359, top5_acc: 0.8932, loss_cls: 1.0968, loss: 1.0968, grad_norm: 6.3218 2021-03-15 00:43:44,982 - mmaction - INFO - Epoch [100][880/1253] lr: 7.500e-05, eta: 0:04:44, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7312, top5_acc: 0.8919, loss_cls: 1.0880, loss: 1.0880, grad_norm: 6.2515 2021-03-15 00:43:57,327 - mmaction - INFO - Epoch [100][900/1253] lr: 7.500e-05, eta: 0:04:29, time: 0.617, data_time: 0.002, memory: 8809, top1_acc: 0.7323, top5_acc: 0.8862, loss_cls: 1.1004, loss: 1.1004, grad_norm: 6.3530 2021-03-15 00:44:09,576 - mmaction - INFO - Epoch [100][920/1253] lr: 7.500e-05, eta: 0:04:14, time: 0.613, data_time: 0.003, memory: 8809, top1_acc: 0.7185, top5_acc: 0.8951, loss_cls: 1.0955, loss: 1.0955, grad_norm: 6.3597 2021-03-15 00:44:21,793 - mmaction - INFO - Epoch [100][940/1253] lr: 7.500e-05, eta: 0:03:58, time: 0.611, data_time: 0.001, memory: 8809, top1_acc: 0.7375, top5_acc: 0.8927, loss_cls: 1.0978, loss: 1.0978, grad_norm: 6.3063 2021-03-15 00:44:34,071 - mmaction - INFO - Epoch [100][960/1253] lr: 7.500e-05, eta: 0:03:43, time: 0.613, data_time: 0.002, memory: 8809, top1_acc: 0.7273, top5_acc: 0.8911, loss_cls: 1.1187, loss: 1.1187, grad_norm: 6.4079 2021-03-15 00:44:46,320 - mmaction - INFO - Epoch [100][980/1253] lr: 7.500e-05, eta: 0:03:28, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7328, top5_acc: 0.8948, loss_cls: 1.0920, loss: 1.0920, grad_norm: 6.3243 2021-03-15 00:44:58,693 - mmaction - INFO - Epoch [100][1000/1253] lr: 7.500e-05, eta: 0:03:13, time: 0.618, data_time: 0.002, memory: 8809, top1_acc: 0.7253, top5_acc: 0.8891, loss_cls: 1.1254, loss: 1.1254, grad_norm: 6.4313 2021-03-15 00:45:10,958 - mmaction - INFO - Epoch [100][1020/1253] lr: 7.500e-05, eta: 0:02:57, time: 0.615, data_time: 0.002, memory: 8809, top1_acc: 0.7276, top5_acc: 0.8935, loss_cls: 1.0946, loss: 1.0946, grad_norm: 6.3546 2021-03-15 00:45:23,269 - mmaction - INFO - Epoch [100][1040/1253] lr: 7.500e-05, eta: 0:02:42, time: 0.616, data_time: 0.003, memory: 8809, top1_acc: 0.7357, top5_acc: 0.8943, loss_cls: 1.0687, loss: 1.0687, grad_norm: 6.3343 2021-03-15 00:45:35,538 - mmaction - INFO - Epoch [100][1060/1253] lr: 7.500e-05, eta: 0:02:27, time: 0.613, data_time: 0.001, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8875, loss_cls: 1.1237, loss: 1.1237, grad_norm: 6.3669 2021-03-15 00:45:47,855 - mmaction - INFO - Epoch [100][1080/1253] lr: 7.500e-05, eta: 0:02:11, time: 0.616, data_time: 0.002, memory: 8809, top1_acc: 0.7362, top5_acc: 0.8969, loss_cls: 1.0622, loss: 1.0622, grad_norm: 6.3709 2021-03-15 00:46:00,094 - mmaction - INFO - Epoch [100][1100/1253] lr: 7.500e-05, eta: 0:01:56, time: 0.612, data_time: 0.002, memory: 8809, top1_acc: 0.7318, top5_acc: 0.8893, loss_cls: 1.1169, loss: 1.1169, grad_norm: 6.4586 2021-03-15 00:46:12,360 - mmaction - INFO - Epoch [100][1120/1253] lr: 7.500e-05, eta: 0:01:41, time: 0.614, data_time: 0.001, memory: 8809, top1_acc: 0.7232, top5_acc: 0.8901, loss_cls: 1.1342, loss: 1.1342, grad_norm: 6.4815 2021-03-15 00:46:24,584 - mmaction - INFO - Epoch [100][1140/1253] lr: 7.500e-05, eta: 0:01:26, time: 0.610, data_time: 0.002, memory: 8809, top1_acc: 0.7258, top5_acc: 0.8883, loss_cls: 1.1062, loss: 1.1062, grad_norm: 6.3578 2021-03-15 00:46:36,870 - mmaction - INFO - Epoch [100][1160/1253] lr: 7.500e-05, eta: 0:01:10, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7135, top5_acc: 0.8854, loss_cls: 1.1460, loss: 1.1460, grad_norm: 6.4644 2021-03-15 00:46:49,141 - mmaction - INFO - Epoch [100][1180/1253] lr: 7.500e-05, eta: 0:00:55, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7315, top5_acc: 0.8958, loss_cls: 1.0739, loss: 1.0739, grad_norm: 6.3879 2021-03-15 00:47:01,364 - mmaction - INFO - Epoch [100][1200/1253] lr: 7.500e-05, eta: 0:00:40, time: 0.612, data_time: 0.003, memory: 8809, top1_acc: 0.7430, top5_acc: 0.8995, loss_cls: 1.0669, loss: 1.0669, grad_norm: 6.2497 2021-03-15 00:47:13,612 - mmaction - INFO - Epoch [100][1220/1253] lr: 7.500e-05, eta: 0:00:25, time: 0.612, data_time: 0.001, memory: 8809, top1_acc: 0.7227, top5_acc: 0.8982, loss_cls: 1.0972, loss: 1.0972, grad_norm: 6.3696 2021-03-15 00:47:25,902 - mmaction - INFO - Epoch [100][1240/1253] lr: 7.500e-05, eta: 0:00:09, time: 0.614, data_time: 0.002, memory: 8809, top1_acc: 0.7339, top5_acc: 0.8943, loss_cls: 1.0944, loss: 1.0944, grad_norm: 6.3886 2021-03-15 00:47:35,397 - mmaction - INFO - Saving checkpoint at 100 epochs 2021-03-15 00:51:07,642 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-03-15 00:51:08,631 - mmaction - INFO - top1_acc 0.7025 top5_acc 0.8887 2021-03-15 00:51:08,631 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-03-15 00:51:08,673 - mmaction - INFO - mean_acc 0.7024 2021-03-15 00:51:09,234 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_100.pth. 2021-03-15 00:51:09,234 - mmaction - INFO - Best top1_acc is 0.7025 at 100 epoch. 2021-03-15 00:51:09,242 - mmaction - INFO - Epoch(val) [100][1253] top1_acc: 0.7025, top5_acc: 0.8887, mean_class_accuracy: 0.7024